warning: commands will be executed using /bin/sh
job 2206 at Mon Feb  3 21:54:00 2014
FileBase	/isis4/andresg/Achilles/Achilles151_10232013_reo/Achilles151_10232013_reo
ElecNo	10
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	1
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1313165 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
--- Clustering full data set of 1313165 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69923 members 
Mstep: Class 2 contains 69048 members 
Mstep: Class 3 contains 69229 members 
Mstep: Class 4 contains 68809 members 
Mstep: Class 5 contains 69022 members 
Mstep: Class 6 contains 69666 members 
Mstep: Class 7 contains 68839 members 
Mstep: Class 8 contains 69114 members 
Mstep: Class 9 contains 68823 members 
Mstep: Class 10 contains 69313 members 
Mstep: Class 11 contains 69240 members 
Mstep: Class 12 contains 68618 members 
Mstep: Class 13 contains 68893 members 
Mstep: Class 14 contains 69093 members 
Mstep: Class 15 contains 69197 members 
Mstep: Class 16 contains 68958 members 
Mstep: Class 17 contains 69318 members 
Mstep: Class 18 contains 69130 members 
Mstep: Class 19 contains 68932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 634.039917 but Gain 3493.808594
Score: -142919536.000000 Penalty: 62888.613281
Iteration 0F: 19 clusters Score -1.429195e+08 nChanged 1242283
Entering Unmasked Mstep 
Mstep: Class 0 contains 3465 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 17638 members 
Mstep: Class 3 contains 132245 members 
Mstep: Class 4 contains 7916 members 
Mstep: Class 5 contains 71844 members 
Mstep: Class 6 contains 66593 members 
Mstep: Class 7 contains 48209 members 
Mstep: Class 8 contains 13873 members 
Mstep: Class 9 contains 42411 members 
Mstep: Class 10 contains 102236 members 
Mstep: Class 11 contains 106219 members 
Mstep: Class 12 contains 51612 members 
Mstep: Class 13 contains 22409 members 
Mstep: Class 14 contains 11322 members 
Mstep: Class 15 contains 40148 members 
Mstep: Class 16 contains 107134 members 
Mstep: Class 17 contains 370774 members 
Mstep: Class 19 contains 45088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148793904.000000 Penalty: 62888.613281
Iteration 1F: 19 clusters Score -1.487939e+08 nChanged 608291
Entering Unmasked Mstep 
Mstep: Class 0 contains 1419 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 15364 members 
Mstep: Class 3 contains 119550 members 
Mstep: Class 4 contains 10301 members 
Mstep: Class 5 contains 25672 members 
Mstep: Class 6 contains 33547 members 
Mstep: Class 7 contains 16322 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 24610 members 
Mstep: Class 10 contains 60535 members 
Mstep: Class 11 contains 169760 members 
Mstep: Class 12 contains 43120 members 
Mstep: Class 13 contains 14825 members 
Mstep: Class 14 contains 16700 members 
Mstep: Class 15 contains 30104 members 
Mstep: Class 16 contains 75791 members 
Mstep: Class 17 contains 560591 members 
Mstep: Class 19 contains 28978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150454848.000000 Penalty: 62888.613281
Iteration 2F: 19 clusters Score -1.504548e+08 nChanged 388911
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 18787 members 
Mstep: Class 3 contains 127251 members 
Mstep: Class 4 contains 12345 members 
Mstep: Class 5 contains 14355 members 
Mstep: Class 6 contains 31121 members 
Mstep: Class 7 contains 7673 members 
Mstep: Class 8 contains 12056 members 
Mstep: Class 9 contains 21397 members 
Mstep: Class 10 contains 40553 members 
Mstep: Class 11 contains 231071 members 
Mstep: Class 12 contains 43598 members 
Mstep: Class 13 contains 14464 members 
Mstep: Class 14 contains 19986 members 
Mstep: Class 15 contains 35918 members 
Mstep: Class 16 contains 62623 members 
Mstep: Class 17 contains 525091 members 
Mstep: Class 19 contains 25782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151599328.000000 Penalty: 62888.613281
Iteration 3F: 19 clusters Score -1.515993e+08 nChanged 279722
Entering Unmasked Mstep 
Mstep: Class 0 contains 647 members 
Mstep: Class 1 contains 89547 members 
Mstep: Class 2 contains 15513 members 
Mstep: Class 3 contains 132977 members 
Mstep: Class 4 contains 13849 members 
Mstep: Class 5 contains 13741 members 
Mstep: Class 6 contains 33650 members 
Mstep: Class 7 contains 4688 members 
Mstep: Class 8 contains 10310 members 
Mstep: Class 9 contains 23087 members 
Mstep: Class 10 contains 28181 members 
Mstep: Class 11 contains 290308 members 
Mstep: Class 12 contains 43364 members 
Mstep: Class 13 contains 15624 members 
Mstep: Class 14 contains 16974 members 
Mstep: Class 15 contains 46985 members 
Mstep: Class 16 contains 61256 members 
Mstep: Class 17 contains 433333 members 
Mstep: Class 19 contains 39131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152509376.000000 Penalty: 62888.613281
Iteration 4F: 19 clusters Score -1.525094e+08 nChanged 195051
Entering Unmasked Mstep 
Mstep: Class 0 contains 603 members 
Mstep: Class 1 contains 96010 members 
Mstep: Class 2 contains 15430 members 
Mstep: Class 3 contains 127243 members 
Mstep: Class 4 contains 13848 members 
Mstep: Class 5 contains 13585 members 
Mstep: Class 6 contains 36763 members 
Mstep: Class 7 contains 3350 members 
Mstep: Class 8 contains 13104 members 
Mstep: Class 9 contains 23924 members 
Mstep: Class 10 contains 21978 members 
Mstep: Class 11 contains 344678 members 
Mstep: Class 12 contains 39762 members 
Mstep: Class 13 contains 16762 members 
Mstep: Class 14 contains 15307 members 
Mstep: Class 15 contains 55033 members 
Mstep: Class 16 contains 61992 members 
Mstep: Class 17 contains 364646 members 
Mstep: Class 19 contains 49147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152923552.000000 Penalty: 62888.613281
Iteration 5F: 19 clusters Score -1.529236e+08 nChanged 158566
Entering Unmasked Mstep 
Mstep: Class 0 contains 500 members 
Mstep: Class 1 contains 96612 members 
Mstep: Class 2 contains 15987 members 
Mstep: Class 3 contains 118071 members 
Mstep: Class 4 contains 12774 members 
Mstep: Class 5 contains 13560 members 
Mstep: Class 6 contains 41135 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 15234 members 
Mstep: Class 9 contains 23013 members 
Mstep: Class 10 contains 19710 members 
Mstep: Class 11 contains 380136 members 
Mstep: Class 12 contains 36632 members 
Mstep: Class 13 contains 18330 members 
Mstep: Class 14 contains 15030 members 
Mstep: Class 15 contains 59702 members 
Mstep: Class 16 contains 62588 members 
Mstep: Class 17 contains 326704 members 
Mstep: Class 19 contains 54712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153076928.000000 Penalty: 62888.613281
Iteration 6F: 19 clusters Score -1.530769e+08 nChanged 135257
Entering Unmasked Mstep 
Mstep: Class 0 contains 393 members 
Mstep: Class 1 contains 95270 members 
Mstep: Class 2 contains 16077 members 
Mstep: Class 3 contains 108817 members 
Mstep: Class 4 contains 11157 members 
Mstep: Class 5 contains 13711 members 
Mstep: Class 6 contains 46184 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 16589 members 
Mstep: Class 9 contains 21604 members 
Mstep: Class 10 contains 19420 members 
Mstep: Class 11 contains 380002 members 
Mstep: Class 12 contains 34061 members 
Mstep: Class 13 contains 20555 members 
Mstep: Class 14 contains 15435 members 
Mstep: Class 15 contains 63491 members 
Mstep: Class 16 contains 63096 members 
Mstep: Class 17 contains 325827 members 
Mstep: Class 19 contains 58854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153195776.000000 Penalty: 62888.613281
Iteration 7F: 19 clusters Score -1.531958e+08 nChanged 83008
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 93220 members 
Mstep: Class 2 contains 16054 members 
Mstep: Class 3 contains 101012 members 
Mstep: Class 4 contains 9905 members 
Mstep: Class 5 contains 13541 members 
Mstep: Class 6 contains 50934 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 17079 members 
Mstep: Class 9 contains 20610 members 
Mstep: Class 10 contains 19586 members 
Mstep: Class 11 contains 371401 members 
Mstep: Class 12 contains 31889 members 
Mstep: Class 13 contains 22866 members 
Mstep: Class 14 contains 16175 members 
Mstep: Class 15 contains 66129 members 
Mstep: Class 16 contains 64649 members 
Mstep: Class 17 contains 333348 members 
Mstep: Class 19 contains 61804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153263312.000000 Penalty: 62888.613281
Iteration 8F: 19 clusters Score -1.532633e+08 nChanged 57414
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 16016 members 
Mstep: Class 3 contains 94428 members 
Mstep: Class 4 contains 9165 members 
Mstep: Class 5 contains 13290 members 
Mstep: Class 6 contains 54450 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 17271 members 
Mstep: Class 9 contains 20655 members 
Mstep: Class 10 contains 19302 members 
Mstep: Class 11 contains 367574 members 
Mstep: Class 12 contains 29967 members 
Mstep: Class 13 contains 24860 members 
Mstep: Class 14 contains 17303 members 
Mstep: Class 15 contains 67770 members 
Mstep: Class 16 contains 66488 members 
Mstep: Class 17 contains 336441 members 
Mstep: Class 19 contains 63694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153302320.000000 Penalty: 62888.613281
Iteration 9Q: 19 clusters Score -1.533023e+08 nChanged 44303
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 90485 members 
Mstep: Class 2 contains 15992 members 
Mstep: Class 3 contains 88962 members 
Mstep: Class 4 contains 8556 members 
Mstep: Class 5 contains 13056 members 
Mstep: Class 6 contains 56796 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 17326 members 
Mstep: Class 9 contains 21855 members 
Mstep: Class 10 contains 18824 members 
Mstep: Class 11 contains 365019 members 
Mstep: Class 12 contains 28713 members 
Mstep: Class 13 contains 26786 members 
Mstep: Class 14 contains 18939 members 
Mstep: Class 15 contains 68956 members 
Mstep: Class 16 contains 67568 members 
Mstep: Class 17 contains 337997 members 
Mstep: Class 19 contains 64379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153328560.000000 Penalty: 62888.613281
Iteration 10Q: 19 clusters Score -1.533286e+08 nChanged 36370
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 15980 members 
Mstep: Class 3 contains 84247 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 58213 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 17277 members 
Mstep: Class 9 contains 23352 members 
Mstep: Class 10 contains 18147 members 
Mstep: Class 11 contains 362849 members 
Mstep: Class 12 contains 28189 members 
Mstep: Class 13 contains 28831 members 
Mstep: Class 14 contains 21222 members 
Mstep: Class 15 contains 69765 members 
Mstep: Class 16 contains 67979 members 
Mstep: Class 17 contains 339456 members 
Mstep: Class 19 contains 63905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153346880.000000 Penalty: 62888.613281
Iteration 11Q: 19 clusters Score -1.533469e+08 nChanged 31897
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 15958 members 
Mstep: Class 3 contains 80097 members 
Mstep: Class 4 contains 7631 members 
Mstep: Class 5 contains 12888 members 
Mstep: Class 6 contains 58993 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 8 contains 17172 members 
Mstep: Class 9 contains 24884 members 
Mstep: Class 10 contains 17406 members 
Mstep: Class 11 contains 361018 members 
Mstep: Class 12 contains 27993 members 
Mstep: Class 13 contains 30725 members 
Mstep: Class 14 contains 24055 members 
Mstep: Class 15 contains 70196 members 
Mstep: Class 16 contains 68053 members 
Mstep: Class 17 contains 341256 members 
Mstep: Class 19 contains 62441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153362608.000000 Penalty: 62888.613281
Iteration 12Q: 19 clusters Score -1.533626e+08 nChanged 29424
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 15946 members 
Mstep: Class 3 contains 76316 members 
Mstep: Class 4 contains 7469 members 
Mstep: Class 5 contains 12866 members 
Mstep: Class 6 contains 59357 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 17006 members 
Mstep: Class 9 contains 26211 members 
Mstep: Class 10 contains 16732 members 
Mstep: Class 11 contains 359641 members 
Mstep: Class 12 contains 27974 members 
Mstep: Class 13 contains 32807 members 
Mstep: Class 14 contains 26993 members 
Mstep: Class 15 contains 70311 members 
Mstep: Class 16 contains 67892 members 
Mstep: Class 17 contains 343264 members 
Mstep: Class 19 contains 60267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153375152.000000 Penalty: 62888.613281
Iteration 13Q: 19 clusters Score -1.533752e+08 nChanged 27818
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 15931 members 
Mstep: Class 3 contains 72688 members 
Mstep: Class 4 contains 7426 members 
Mstep: Class 5 contains 12869 members 
Mstep: Class 6 contains 59211 members 
Mstep: Class 7 contains 2741 members 
Mstep: Class 8 contains 16817 members 
Mstep: Class 9 contains 27463 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 11 contains 358733 members 
Mstep: Class 12 contains 28117 members 
Mstep: Class 13 contains 35060 members 
Mstep: Class 14 contains 30004 members 
Mstep: Class 15 contains 70115 members 
Mstep: Class 16 contains 67640 members 
Mstep: Class 17 contains 345407 members 
Mstep: Class 19 contains 57546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153387440.000000 Penalty: 62888.613281
Iteration 14Q: 19 clusters Score -1.533874e+08 nChanged 26071
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 88831 members 
Mstep: Class 2 contains 15919 members 
Mstep: Class 3 contains 69279 members 
Mstep: Class 4 contains 7467 members 
Mstep: Class 5 contains 12856 members 
Mstep: Class 6 contains 58708 members 
Mstep: Class 7 contains 2752 members 
Mstep: Class 8 contains 16599 members 
Mstep: Class 9 contains 28725 members 
Mstep: Class 10 contains 15754 members 
Mstep: Class 11 contains 358097 members 
Mstep: Class 12 contains 28404 members 
Mstep: Class 13 contains 37472 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 69678 members 
Mstep: Class 16 contains 67563 members 
Mstep: Class 17 contains 347475 members 
Mstep: Class 19 contains 54377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153399408.000000 Penalty: 62888.613281
Iteration 15Q: 19 clusters Score -1.533994e+08 nChanged 24495
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 88732 members 
Mstep: Class 2 contains 15907 members 
Mstep: Class 3 contains 65867 members 
Mstep: Class 4 contains 7535 members 
Mstep: Class 5 contains 12855 members 
Mstep: Class 6 contains 57951 members 
Mstep: Class 7 contains 2763 members 
Mstep: Class 8 contains 16356 members 
Mstep: Class 9 contains 30009 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 358059 members 
Mstep: Class 12 contains 28791 members 
Mstep: Class 13 contains 39978 members 
Mstep: Class 14 contains 35734 members 
Mstep: Class 15 contains 69015 members 
Mstep: Class 16 contains 67777 members 
Mstep: Class 17 contains 349102 members 
Mstep: Class 19 contains 51041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153409984.000000 Penalty: 62888.613281
Iteration 16Q: 19 clusters Score -1.5341e+08 nChanged 22751
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 15900 members 
Mstep: Class 3 contains 62581 members 
Mstep: Class 4 contains 7630 members 
Mstep: Class 5 contains 12854 members 
Mstep: Class 6 contains 56933 members 
Mstep: Class 7 contains 2768 members 
Mstep: Class 8 contains 16103 members 
Mstep: Class 9 contains 31214 members 
Mstep: Class 10 contains 15214 members 
Mstep: Class 11 contains 357856 members 
Mstep: Class 12 contains 29195 members 
Mstep: Class 13 contains 42584 members 
Mstep: Class 14 contains 38395 members 
Mstep: Class 15 contains 68216 members 
Mstep: Class 16 contains 68429 members 
Mstep: Class 17 contains 350570 members 
Mstep: Class 19 contains 47820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153420592.000000 Penalty: 62888.613281
Iteration 17Q: 19 clusters Score -1.534206e+08 nChanged 20748
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 88557 members 
Mstep: Class 2 contains 15895 members 
Mstep: Class 3 contains 59463 members 
Mstep: Class 4 contains 7720 members 
Mstep: Class 5 contains 12852 members 
Mstep: Class 6 contains 55675 members 
Mstep: Class 7 contains 2773 members 
Mstep: Class 8 contains 15866 members 
Mstep: Class 9 contains 32373 members 
Mstep: Class 10 contains 15042 members 
Mstep: Class 11 contains 357559 members 
Mstep: Class 12 contains 29648 members 
Mstep: Class 13 contains 45141 members 
Mstep: Class 14 contains 40769 members 
Mstep: Class 15 contains 67404 members 
Mstep: Class 16 contains 69521 members 
Mstep: Class 17 contains 351720 members 
Mstep: Class 19 contains 44922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153429904.000000 Penalty: 62888.613281
Iteration 18Q: 19 clusters Score -1.534299e+08 nChanged 19554
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 15890 members 
Mstep: Class 3 contains 56404 members 
Mstep: Class 4 contains 7866 members 
Mstep: Class 5 contains 12848 members 
Mstep: Class 6 contains 54263 members 
Mstep: Class 7 contains 2776 members 
Mstep: Class 8 contains 15636 members 
Mstep: Class 9 contains 33380 members 
Mstep: Class 10 contains 14909 members 
Mstep: Class 11 contains 357127 members 
Mstep: Class 12 contains 30099 members 
Mstep: Class 13 contains 47795 members 
Mstep: Class 14 contains 42947 members 
Mstep: Class 15 contains 66500 members 
Mstep: Class 16 contains 71164 members 
Mstep: Class 17 contains 352316 members 
Mstep: Class 19 contains 42457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153439616.000000 Penalty: 62888.613281
Iteration 19Q: 19 clusters Score -1.534396e+08 nChanged 18479
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 88497 members 
Mstep: Class 2 contains 15884 members 
Mstep: Class 3 contains 53455 members 
Mstep: Class 4 contains 8049 members 
Mstep: Class 5 contains 12841 members 
Mstep: Class 6 contains 52764 members 
Mstep: Class 7 contains 2780 members 
Mstep: Class 8 contains 15444 members 
Mstep: Class 9 contains 34257 members 
Mstep: Class 10 contains 14771 members 
Mstep: Class 11 contains 356481 members 
Mstep: Class 12 contains 30502 members 
Mstep: Class 13 contains 50452 members 
Mstep: Class 14 contains 45036 members 
Mstep: Class 15 contains 65486 members 
Mstep: Class 16 contains 73364 members 
Mstep: Class 17 contains 352382 members 
Mstep: Class 19 contains 40455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153462400.000000 Penalty: 62888.613281
Iteration 20F: 19 clusters Score -1.534624e+08 nChanged 24284
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 88439 members 
Mstep: Class 2 contains 15875 members 
Mstep: Class 3 contains 49956 members 
Mstep: Class 4 contains 8057 members 
Mstep: Class 5 contains 12857 members 
Mstep: Class 6 contains 51027 members 
Mstep: Class 7 contains 2790 members 
Mstep: Class 8 contains 15253 members 
Mstep: Class 9 contains 40036 members 
Mstep: Class 10 contains 15084 members 
Mstep: Class 11 contains 355596 members 
Mstep: Class 12 contains 30465 members 
Mstep: Class 13 contains 53792 members 
Mstep: Class 14 contains 47513 members 
Mstep: Class 15 contains 64399 members 
Mstep: Class 16 contains 75372 members 
Mstep: Class 17 contains 347520 members 
Mstep: Class 19 contains 38896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153510224.000000 Penalty: 62888.613281
Iteration 21Q: 19 clusters Score -1.535102e+08 nChanged 28862
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 15876 members 
Mstep: Class 3 contains 46476 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 12889 members 
Mstep: Class 6 contains 49222 members 
Mstep: Class 7 contains 2787 members 
Mstep: Class 8 contains 15087 members 
Mstep: Class 9 contains 46792 members 
Mstep: Class 10 contains 15348 members 
Mstep: Class 11 contains 354898 members 
Mstep: Class 12 contains 30463 members 
Mstep: Class 13 contains 57258 members 
Mstep: Class 14 contains 49839 members 
Mstep: Class 15 contains 63275 members 
Mstep: Class 16 contains 76610 members 
Mstep: Class 17 contains 342337 members 
Mstep: Class 19 contains 37354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153551920.000000 Penalty: 62888.613281
Iteration 22Q: 19 clusters Score -1.535519e+08 nChanged 26884
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 88322 members 
Mstep: Class 2 contains 15867 members 
Mstep: Class 3 contains 43736 members 
Mstep: Class 4 contains 8117 members 
Mstep: Class 5 contains 12920 members 
Mstep: Class 6 contains 47523 members 
Mstep: Class 7 contains 2796 members 
Mstep: Class 8 contains 14927 members 
Mstep: Class 9 contains 51895 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 354683 members 
Mstep: Class 12 contains 30533 members 
Mstep: Class 13 contains 60770 members 
Mstep: Class 14 contains 51791 members 
Mstep: Class 15 contains 62160 members 
Mstep: Class 16 contains 77111 members 
Mstep: Class 17 contains 338281 members 
Mstep: Class 19 contains 36009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153581776.000000 Penalty: 62888.613281
Iteration 23Q: 19 clusters Score -1.535818e+08 nChanged 21773
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 15855 members 
Mstep: Class 3 contains 41894 members 
Mstep: Class 4 contains 8177 members 
Mstep: Class 5 contains 12961 members 
Mstep: Class 6 contains 46003 members 
Mstep: Class 7 contains 2808 members 
Mstep: Class 8 contains 14766 members 
Mstep: Class 9 contains 55222 members 
Mstep: Class 10 contains 15639 members 
Mstep: Class 11 contains 354268 members 
Mstep: Class 12 contains 30575 members 
Mstep: Class 13 contains 64185 members 
Mstep: Class 14 contains 53336 members 
Mstep: Class 15 contains 61191 members 
Mstep: Class 16 contains 77549 members 
Mstep: Class 17 contains 335093 members 
Mstep: Class 19 contains 35111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153602976.000000 Penalty: 62888.613281
Iteration 24Q: 19 clusters Score -1.53603e+08 nChanged 17045
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88310 members 
Mstep: Class 2 contains 15861 members 
Mstep: Class 3 contains 40694 members 
Mstep: Class 4 contains 8250 members 
Mstep: Class 5 contains 12993 members 
Mstep: Class 6 contains 44672 members 
Mstep: Class 7 contains 2802 members 
Mstep: Class 8 contains 14585 members 
Mstep: Class 9 contains 56678 members 
Mstep: Class 10 contains 15584 members 
Mstep: Class 11 contains 353531 members 
Mstep: Class 12 contains 30816 members 
Mstep: Class 13 contains 67400 members 
Mstep: Class 14 contains 54722 members 
Mstep: Class 15 contains 60297 members 
Mstep: Class 16 contains 78108 members 
Mstep: Class 17 contains 333136 members 
Mstep: Class 19 contains 34497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153617456.000000 Penalty: 62888.613281
Iteration 25Q: 19 clusters Score -1.536175e+08 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88336 members 
Mstep: Class 2 contains 15849 members 
Mstep: Class 3 contains 39863 members 
Mstep: Class 4 contains 8358 members 
Mstep: Class 5 contains 13013 members 
Mstep: Class 6 contains 43515 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 14394 members 
Mstep: Class 9 contains 56992 members 
Mstep: Class 10 contains 15466 members 
Mstep: Class 11 contains 352768 members 
Mstep: Class 12 contains 31141 members 
Mstep: Class 13 contains 70473 members 
Mstep: Class 14 contains 55818 members 
Mstep: Class 15 contains 59501 members 
Mstep: Class 16 contains 78783 members 
Mstep: Class 17 contains 331755 members 
Mstep: Class 19 contains 34098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153633824.000000 Penalty: 62888.613281
Iteration 26Q: 19 clusters Score -1.536338e+08 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88356 members 
Mstep: Class 2 contains 15844 members 
Mstep: Class 3 contains 39339 members 
Mstep: Class 4 contains 8452 members 
Mstep: Class 5 contains 13034 members 
Mstep: Class 6 contains 42447 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 14190 members 
Mstep: Class 9 contains 56874 members 
Mstep: Class 10 contains 15420 members 
Mstep: Class 11 contains 352153 members 
Mstep: Class 12 contains 31410 members 
Mstep: Class 13 contains 73264 members 
Mstep: Class 14 contains 56649 members 
Mstep: Class 15 contains 58787 members 
Mstep: Class 16 contains 79425 members 
Mstep: Class 17 contains 330648 members 
Mstep: Class 19 contains 33828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153646944.000000 Penalty: 62888.613281
Iteration 27Q: 19 clusters Score -1.536469e+08 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 15842 members 
Mstep: Class 3 contains 39119 members 
Mstep: Class 4 contains 8452 members 
Mstep: Class 5 contains 13051 members 
Mstep: Class 6 contains 41440 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 13909 members 
Mstep: Class 9 contains 56525 members 
Mstep: Class 10 contains 15460 members 
Mstep: Class 11 contains 351576 members 
Mstep: Class 12 contains 31881 members 
Mstep: Class 13 contains 75818 members 
Mstep: Class 14 contains 57270 members 
Mstep: Class 15 contains 58145 members 
Mstep: Class 16 contains 79835 members 
Mstep: Class 17 contains 329742 members 
Mstep: Class 19 contains 33687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153654144.000000 Penalty: 62888.613281
Iteration 28Q: 19 clusters Score -1.536541e+08 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88386 members 
Mstep: Class 2 contains 15838 members 
Mstep: Class 3 contains 39030 members 
Mstep: Class 4 contains 8492 members 
Mstep: Class 5 contains 13073 members 
Mstep: Class 6 contains 40453 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 13718 members 
Mstep: Class 9 contains 56239 members 
Mstep: Class 10 contains 15421 members 
Mstep: Class 11 contains 351001 members 
Mstep: Class 12 contains 32245 members 
Mstep: Class 13 contains 78299 members 
Mstep: Class 14 contains 57747 members 
Mstep: Class 15 contains 57569 members 
Mstep: Class 16 contains 80080 members 
Mstep: Class 17 contains 328938 members 
Mstep: Class 19 contains 33587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153658592.000000 Penalty: 62888.613281
Iteration 29Q: 19 clusters Score -1.536586e+08 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 15837 members 
Mstep: Class 3 contains 39049 members 
Mstep: Class 4 contains 8521 members 
Mstep: Class 5 contains 13096 members 
Mstep: Class 6 contains 39464 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 13654 members 
Mstep: Class 9 contains 55947 members 
Mstep: Class 10 contains 15400 members 
Mstep: Class 11 contains 350604 members 
Mstep: Class 12 contains 32453 members 
Mstep: Class 13 contains 80545 members 
Mstep: Class 14 contains 58083 members 
Mstep: Class 15 contains 57068 members 
Mstep: Class 16 contains 80212 members 
Mstep: Class 17 contains 328236 members 
Mstep: Class 19 contains 33539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153663728.000000 Penalty: 62888.613281
Iteration 30Q: 19 clusters Score -1.536637e+08 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 15835 members 
Mstep: Class 3 contains 39136 members 
Mstep: Class 4 contains 8520 members 
Mstep: Class 5 contains 13110 members 
Mstep: Class 6 contains 38461 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 13676 members 
Mstep: Class 9 contains 55689 members 
Mstep: Class 10 contains 15400 members 
Mstep: Class 11 contains 350291 members 
Mstep: Class 12 contains 32597 members 
Mstep: Class 13 contains 82691 members 
Mstep: Class 14 contains 58323 members 
Mstep: Class 15 contains 56582 members 
Mstep: Class 16 contains 80310 members 
Mstep: Class 17 contains 327527 members 
Mstep: Class 19 contains 33527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153667104.000000 Penalty: 62888.613281
Iteration 31Q: 19 clusters Score -1.536671e+08 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 15835 members 
Mstep: Class 3 contains 39273 members 
Mstep: Class 4 contains 8534 members 
Mstep: Class 5 contains 13138 members 
Mstep: Class 6 contains 37577 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 13768 members 
Mstep: Class 9 contains 55385 members 
Mstep: Class 10 contains 15413 members 
Mstep: Class 11 contains 350050 members 
Mstep: Class 12 contains 32634 members 
Mstep: Class 13 contains 84582 members 
Mstep: Class 14 contains 58541 members 
Mstep: Class 15 contains 56199 members 
Mstep: Class 16 contains 80306 members 
Mstep: Class 17 contains 326869 members 
Mstep: Class 19 contains 33527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153671072.000000 Penalty: 62888.613281
Iteration 32Q: 19 clusters Score -1.536711e+08 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 15822 members 
Mstep: Class 3 contains 39439 members 
Mstep: Class 4 contains 8550 members 
Mstep: Class 5 contains 13149 members 
Mstep: Class 6 contains 36895 members 
Mstep: Class 7 contains 2832 members 
Mstep: Class 8 contains 13880 members 
Mstep: Class 9 contains 55079 members 
Mstep: Class 10 contains 15424 members 
Mstep: Class 11 contains 349881 members 
Mstep: Class 12 contains 32627 members 
Mstep: Class 13 contains 86164 members 
Mstep: Class 14 contains 58676 members 
Mstep: Class 15 contains 55855 members 
Mstep: Class 16 contains 80276 members 
Mstep: Class 17 contains 326309 members 
Mstep: Class 19 contains 33546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153673408.000000 Penalty: 62888.613281
Iteration 33Q: 19 clusters Score -1.536734e+08 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88579 members 
Mstep: Class 2 contains 15822 members 
Mstep: Class 3 contains 39629 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 5 contains 13157 members 
Mstep: Class 6 contains 36399 members 
Mstep: Class 7 contains 2832 members 
Mstep: Class 8 contains 14024 members 
Mstep: Class 9 contains 54799 members 
Mstep: Class 10 contains 15434 members 
Mstep: Class 11 contains 349731 members 
Mstep: Class 12 contains 32602 members 
Mstep: Class 13 contains 87538 members 
Mstep: Class 14 contains 58661 members 
Mstep: Class 15 contains 55558 members 
Mstep: Class 16 contains 80246 members 
Mstep: Class 17 contains 325790 members 
Mstep: Class 19 contains 33572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153674800.000000 Penalty: 62888.613281
Iteration 34Q: 19 clusters Score -1.536748e+08 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 15822 members 
Mstep: Class 3 contains 39808 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 13164 members 
Mstep: Class 6 contains 36060 members 
Mstep: Class 7 contains 2832 members 
Mstep: Class 8 contains 14172 members 
Mstep: Class 9 contains 54506 members 
Mstep: Class 10 contains 15438 members 
Mstep: Class 11 contains 349592 members 
Mstep: Class 12 contains 32568 members 
Mstep: Class 13 contains 88730 members 
Mstep: Class 14 contains 58593 members 
Mstep: Class 15 contains 55291 members 
Mstep: Class 16 contains 80232 members 
Mstep: Class 17 contains 325314 members 
Mstep: Class 19 contains 33617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153676128.000000 Penalty: 62888.613281
Iteration 35Q: 19 clusters Score -1.536761e+08 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88642 members 
Mstep: Class 2 contains 15826 members 
Mstep: Class 3 contains 39981 members 
Mstep: Class 4 contains 8597 members 
Mstep: Class 5 contains 13168 members 
Mstep: Class 6 contains 35831 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 14291 members 
Mstep: Class 9 contains 54253 members 
Mstep: Class 10 contains 15448 members 
Mstep: Class 11 contains 349525 members 
Mstep: Class 12 contains 32556 members 
Mstep: Class 13 contains 89728 members 
Mstep: Class 14 contains 58456 members 
Mstep: Class 15 contains 55071 members 
Mstep: Class 16 contains 80198 members 
Mstep: Class 17 contains 324870 members 
Mstep: Class 19 contains 33667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153677264.000000 Penalty: 62888.613281
Iteration 36Q: 19 clusters Score -1.536773e+08 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 15822 members 
Mstep: Class 3 contains 40172 members 
Mstep: Class 4 contains 8603 members 
Mstep: Class 5 contains 13171 members 
Mstep: Class 6 contains 35658 members 
Mstep: Class 7 contains 2832 members 
Mstep: Class 8 contains 14385 members 
Mstep: Class 9 contains 54053 members 
Mstep: Class 10 contains 15449 members 
Mstep: Class 11 contains 349471 members 
Mstep: Class 12 contains 32556 members 
Mstep: Class 13 contains 90605 members 
Mstep: Class 14 contains 58305 members 
Mstep: Class 15 contains 54879 members 
Mstep: Class 16 contains 80149 members 
Mstep: Class 17 contains 324461 members 
Mstep: Class 19 contains 33711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153677664.000000 Penalty: 62888.613281
Iteration 37Q: 19 clusters Score -1.536777e+08 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 88664 members 
Mstep: Class 2 contains 15826 members 
Mstep: Class 3 contains 40358 members 
Mstep: Class 4 contains 8602 members 
Mstep: Class 5 contains 13170 members 
Mstep: Class 6 contains 35541 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 14459 members 
Mstep: Class 9 contains 53885 members 
Mstep: Class 10 contains 15433 members 
Mstep: Class 11 contains 349437 members 
Mstep: Class 12 contains 32539 members 
Mstep: Class 13 contains 91394 members 
Mstep: Class 14 contains 58192 members 
Mstep: Class 15 contains 54687 members 
Mstep: Class 16 contains 80065 members 
Mstep: Class 17 contains 324096 members 
Mstep: Class 19 contains 33760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153678640.000000 Penalty: 62888.613281
Iteration 38Q: 19 clusters Score -1.536786e+08 nChanged 2189
Entering ConstructFrom: 
Score: -153678640.000000 Penalty: 62888.613281
Entering ConstructFrom: 
Trying to split cluster 1 (88676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Entering Unmasked Estep 
Score: -10853570.000000 Penalty: 2825.400635
	Iteration 0F: 2 clusters Score -1.085357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -10794304.000000 Penalty: 5650.801270
	Iteration 0F: 3 clusters Score -1.07943e+07 nChanged 42017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -10819181.000000 Penalty: 5650.801270
	Iteration 1F: 3 clusters Score -1.081918e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -10822862.000000 Penalty: 5650.801270
	Iteration 2F: 3 clusters Score -1.082286e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -10828477.000000 Penalty: 5650.801270
	Iteration 3F: 3 clusters Score -1.082848e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -10837357.000000 Penalty: 5650.801270
	Iteration 4F: 3 clusters Score -1.083736e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -10848315.000000 Penalty: 5650.801270
	Iteration 5F: 3 clusters Score -1.084832e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -10856184.000000 Penalty: 5650.801270
	Iteration 6F: 3 clusters Score -1.085618e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -10860914.000000 Penalty: 5650.801270
	Iteration 7F: 3 clusters Score -1.086091e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -10864393.000000 Penalty: 5650.801270
	Iteration 8Q: 3 clusters Score -1.086439e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -10867706.000000 Penalty: 5650.801270
	Iteration 9Q: 3 clusters Score -1.086771e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -10870389.000000 Penalty: 5650.801270
	Iteration 10Q: 3 clusters Score -1.087039e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -10872158.000000 Penalty: 5650.801270
	Iteration 11Q: 3 clusters Score -1.087216e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -10873237.000000 Penalty: 5650.801270
	Iteration 12Q: 3 clusters Score -1.087324e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -10874098.000000 Penalty: 5650.801270
	Iteration 13Q: 3 clusters Score -1.08741e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -10874859.000000 Penalty: 5650.801270
	Iteration 14Q: 3 clusters Score -1.087486e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -10875485.000000 Penalty: 5650.801270
	Iteration 15Q: 3 clusters Score -1.087548e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -10875881.000000 Penalty: 5650.801270
	Iteration 16Q: 3 clusters Score -1.087588e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67757 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -10876217.000000 Penalty: 5650.801270
	Iteration 17Q: 3 clusters Score -1.087622e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -10876402.000000 Penalty: 5650.801270
	Iteration 18Q: 3 clusters Score -1.08764e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -10876622.000000 Penalty: 5650.801270
	Iteration 19Q: 3 clusters Score -1.087662e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -10876821.000000 Penalty: 5650.801270
	Iteration 20F: 3 clusters Score -1.087682e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -10876938.000000 Penalty: 5650.801270
	Iteration 21Q: 3 clusters Score -1.087694e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -10877007.000000 Penalty: 5650.801270
	Iteration 22Q: 3 clusters Score -1.087701e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -10877062.000000 Penalty: 5650.801270
	Iteration 23Q: 3 clusters Score -1.087706e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -10877082.000000 Penalty: 5650.801270
	Iteration 24Q: 3 clusters Score -1.087708e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68838 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -10877078.000000 Penalty: 5650.801270
	Iteration 25Q: 3 clusters Score -1.087708e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -10877098.000000 Penalty: 5650.801270
	Iteration 26Q: 3 clusters Score -1.08771e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68919 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -10877078.000000 Penalty: 5650.801270
	Iteration 27Q: 3 clusters Score -1.087708e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -10877095.000000 Penalty: 5650.801270
	Iteration 28Q: 3 clusters Score -1.08771e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -10877090.000000 Penalty: 5650.801270
	Iteration 29Q: 3 clusters Score -1.087709e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68981 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -10877086.000000 Penalty: 5650.801270
	Iteration 30Q: 3 clusters Score -1.087709e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -10877094.000000 Penalty: 5650.801270
	Iteration 31Q: 3 clusters Score -1.087709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -10877087.000000 Penalty: 5650.801270
	Iteration 32Q: 3 clusters Score -1.087709e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -10877072.000000 Penalty: 5650.801270
	Iteration 33Q: 3 clusters Score -1.087707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -10877073.000000 Penalty: 5650.801270
	Iteration 34Q: 3 clusters Score -1.087707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -10877072.000000 Penalty: 5650.801270
	Iteration 35Q: 3 clusters Score -1.087707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69048 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -10877073.000000 Penalty: 5650.801270
	Iteration 36Q: 3 clusters Score -1.087707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -10877069.000000 Penalty: 5650.801270
	Iteration 37Q: 3 clusters Score -1.087707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -10877075.000000 Penalty: 5650.801270
	Iteration 38Q: 3 clusters Score -1.087708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69052 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -10877071.000000 Penalty: 5650.801270
	Iteration 39Q: 3 clusters Score -1.087707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69052 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -10877072.000000 Penalty: 5650.801270
	Iteration 40F: 3 clusters Score -1.087707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -10877072.000000 Penalty: 5650.801270
	Iteration 41Q: 3 clusters Score -1.087707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -10877080.000000 Penalty: 5650.801270
	Iteration 42Q: 3 clusters Score -1.087708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -10877080.000000 Penalty: 5650.801270
	Iteration 43F: 3 clusters Score -1.087708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 15828 members 
Mstep: Class 3 contains 40512 members 
Mstep: Class 4 contains 8620 members 
Mstep: Class 5 contains 13170 members 
Mstep: Class 6 contains 35452 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 14535 members 
Mstep: Class 9 contains 53738 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 349422 members 
Mstep: Class 12 contains 32514 members 
Mstep: Class 13 contains 92091 members 
Mstep: Class 14 contains 58049 members 
Mstep: Class 15 contains 54502 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Entering Unmasked Estep 
Score: -153702160.000000 Penalty: 66382.421875
Splitting cluster 1 changes total score from -153678640.000000 to -153702160.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 2 (15828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Entering Unmasked Estep 
Score: -2470101.000000 Penalty: 2398.044922
	Iteration 0F: 2 clusters Score -2470101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2459184.250000 Penalty: 4796.089844
	Iteration 0F: 3 clusters Score -2459184 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2468416.500000 Penalty: 4796.089844
	Iteration 1F: 3 clusters Score -2468416 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2472525.250000 Penalty: 4796.089844
	Iteration 2F: 3 clusters Score -2472525 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2474911.750000 Penalty: 4796.089844
	Iteration 3F: 3 clusters Score -2474912 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2475865.500000 Penalty: 4796.089844
	Iteration 4F: 3 clusters Score -2475866 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2476351.750000 Penalty: 4796.089844
	Iteration 5Q: 3 clusters Score -2476352 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2476673.000000 Penalty: 4796.089844
	Iteration 6Q: 3 clusters Score -2476673 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2476840.250000 Penalty: 4796.089844
	Iteration 7Q: 3 clusters Score -2476840 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2477026.500000 Penalty: 4796.089844
	Iteration 8Q: 3 clusters Score -2477026 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2477242.250000 Penalty: 4796.089844
	Iteration 9Q: 3 clusters Score -2477242 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2477365.000000 Penalty: 4796.089844
	Iteration 10Q: 3 clusters Score -2477365 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2477510.000000 Penalty: 4796.089844
	Iteration 11Q: 3 clusters Score -2477510 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2477672.750000 Penalty: 4796.089844
	Iteration 12Q: 3 clusters Score -2477673 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2477771.250000 Penalty: 4796.089844
	Iteration 13Q: 3 clusters Score -2477771 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2477866.250000 Penalty: 4796.089844
	Iteration 14Q: 3 clusters Score -2477866 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2477947.250000 Penalty: 4796.089844
	Iteration 15Q: 3 clusters Score -2477947 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2478002.500000 Penalty: 4796.089844
	Iteration 16Q: 3 clusters Score -2478002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2478046.250000 Penalty: 4796.089844
	Iteration 17Q: 3 clusters Score -2478046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2478083.000000 Penalty: 4796.089844
	Iteration 18Q: 3 clusters Score -2478083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2478113.250000 Penalty: 4796.089844
	Iteration 19Q: 3 clusters Score -2478113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2478227.000000 Penalty: 4796.089844
	Iteration 20F: 3 clusters Score -2478227 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2478289.000000 Penalty: 4796.089844
	Iteration 21Q: 3 clusters Score -2478289 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2478330.750000 Penalty: 4796.089844
	Iteration 22Q: 3 clusters Score -2478331 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2478395.750000 Penalty: 4796.089844
	Iteration 23Q: 3 clusters Score -2478396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2478448.500000 Penalty: 4796.089844
	Iteration 24Q: 3 clusters Score -2478448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2478507.750000 Penalty: 4796.089844
	Iteration 25Q: 3 clusters Score -2478508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2478568.750000 Penalty: 4796.089844
	Iteration 26Q: 3 clusters Score -2478569 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2478592.500000 Penalty: 4796.089844
	Iteration 27Q: 3 clusters Score -2478592 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2478617.750000 Penalty: 4796.089844
	Iteration 28Q: 3 clusters Score -2478618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2478630.000000 Penalty: 4796.089844
	Iteration 29Q: 3 clusters Score -2478630 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2478650.000000 Penalty: 4796.089844
	Iteration 30Q: 3 clusters Score -2478650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2478664.750000 Penalty: 4796.089844
	Iteration 31Q: 3 clusters Score -2478665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2478672.250000 Penalty: 4796.089844
	Iteration 32Q: 3 clusters Score -2478672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2478693.250000 Penalty: 4796.089844
	Iteration 33Q: 3 clusters Score -2478693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2478693.750000 Penalty: 4796.089844
	Iteration 34Q: 3 clusters Score -2478694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2478699.000000 Penalty: 4796.089844
	Iteration 35Q: 3 clusters Score -2478699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2478693.750000 Penalty: 4796.089844
	Iteration 36Q: 3 clusters Score -2478694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2478710.500000 Penalty: 4796.089844
	Iteration 37Q: 3 clusters Score -2478710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2478718.000000 Penalty: 4796.089844
	Iteration 38Q: 3 clusters Score -2478718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2478719.500000 Penalty: 4796.089844
	Iteration 39Q: 3 clusters Score -2478720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2478714.500000 Penalty: 4796.089844
	Iteration 40F: 3 clusters Score -2478714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2478714.000000 Penalty: 4796.089844
	Iteration 41Q: 3 clusters Score -2478714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2478723.750000 Penalty: 4796.089844
	Iteration 42Q: 3 clusters Score -2478724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2478727.750000 Penalty: 4796.089844
	Iteration 43Q: 3 clusters Score -2478728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2478723.250000 Penalty: 4796.089844
	Iteration 44Q: 3 clusters Score -2478723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2478726.000000 Penalty: 4796.089844
	Iteration 45Q: 3 clusters Score -2478726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2478712.750000 Penalty: 4796.089844
	Iteration 46Q: 3 clusters Score -2478713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2478720.250000 Penalty: 4796.089844
	Iteration 47Q: 3 clusters Score -2478720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2478722.000000 Penalty: 4796.089844
	Iteration 48Q: 3 clusters Score -2478722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2478721.750000 Penalty: 4796.089844
	Iteration 49Q: 3 clusters Score -2478722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2478738.250000 Penalty: 4796.089844
	Iteration 50Q: 3 clusters Score -2478738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2478730.000000 Penalty: 4796.089844
	Iteration 51Q: 3 clusters Score -2478730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2478714.750000 Penalty: 4796.089844
	Iteration 52Q: 3 clusters Score -2478715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2478718.250000 Penalty: 4796.089844
	Iteration 53Q: 3 clusters Score -2478718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2478718.250000 Penalty: 4796.089844
	Iteration 54F: 3 clusters Score -2478718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 40512 members 
Mstep: Class 4 contains 8620 members 
Mstep: Class 5 contains 13170 members 
Mstep: Class 6 contains 35452 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 14535 members 
Mstep: Class 9 contains 53738 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 349422 members 
Mstep: Class 12 contains 32514 members 
Mstep: Class 13 contains 92091 members 
Mstep: Class 14 contains 58049 members 
Mstep: Class 15 contains 54502 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Entering Unmasked Estep 
Score: -153710752.000000 Penalty: 69876.234375
Splitting cluster 2 changes total score from -153678640.000000 to -153710752.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (40512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Entering Unmasked Estep 
Score: -4688614.500000 Penalty: 2631.119629
	Iteration 0F: 2 clusters Score -4688614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -4661278.000000 Penalty: 5262.239258
	Iteration 0F: 3 clusters Score -4661278 nChanged 18750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -4675014.500000 Penalty: 5262.239258
	Iteration 1F: 3 clusters Score -4675014 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -4680498.000000 Penalty: 5262.239258
	Iteration 2F: 3 clusters Score -4680498 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -4687262.000000 Penalty: 5262.239258
	Iteration 3F: 3 clusters Score -4687262 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -4693315.500000 Penalty: 5262.239258
	Iteration 4F: 3 clusters Score -4693316 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -4698206.500000 Penalty: 5262.239258
	Iteration 5F: 3 clusters Score -4698206 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -4702036.000000 Penalty: 5262.239258
	Iteration 6F: 3 clusters Score -4702036 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -4704658.500000 Penalty: 5262.239258
	Iteration 7F: 3 clusters Score -4704658 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -4707079.500000 Penalty: 5262.239258
	Iteration 8Q: 3 clusters Score -4707080 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -4709559.500000 Penalty: 5262.239258
	Iteration 9Q: 3 clusters Score -4709560 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -4711421.000000 Penalty: 5262.239258
	Iteration 10Q: 3 clusters Score -4711421 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -4712926.500000 Penalty: 5262.239258
	Iteration 11Q: 3 clusters Score -4712926 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -4713436.000000 Penalty: 5262.239258
	Iteration 12Q: 3 clusters Score -4713436 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -4713566.000000 Penalty: 5262.239258
	Iteration 13Q: 3 clusters Score -4713566 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -4713652.500000 Penalty: 5262.239258
	Iteration 14Q: 3 clusters Score -4713652 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -4713772.000000 Penalty: 5262.239258
	Iteration 15Q: 3 clusters Score -4713772 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4714074.500000 Penalty: 5262.239258
	Iteration 16Q: 3 clusters Score -4714074 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -4714817.500000 Penalty: 5262.239258
	Iteration 17Q: 3 clusters Score -4714818 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -4716449.500000 Penalty: 5262.239258
	Iteration 18Q: 3 clusters Score -4716450 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -4717667.500000 Penalty: 5262.239258
	Iteration 19Q: 3 clusters Score -4717668 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -4717820.500000 Penalty: 5262.239258
	Iteration 20F: 3 clusters Score -4717820 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -4717852.000000 Penalty: 5262.239258
	Iteration 21Q: 3 clusters Score -4717852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -4717860.500000 Penalty: 5262.239258
	Iteration 22Q: 3 clusters Score -4717860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4717863.500000 Penalty: 5262.239258
	Iteration 23Q: 3 clusters Score -4717864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -4717860.500000 Penalty: 5262.239258
	Iteration 24Q: 3 clusters Score -4717860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -4717852.500000 Penalty: 5262.239258
	Iteration 25Q: 3 clusters Score -4717852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -4717856.000000 Penalty: 5262.239258
	Iteration 26Q: 3 clusters Score -4717856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -4717863.500000 Penalty: 5262.239258
	Iteration 27Q: 3 clusters Score -4717864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -4717866.500000 Penalty: 5262.239258
	Iteration 28Q: 3 clusters Score -4717866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -4717870.500000 Penalty: 5262.239258
	Iteration 29Q: 3 clusters Score -4717870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -4717870.500000 Penalty: 5262.239258
	Iteration 30F: 3 clusters Score -4717870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 8620 members 
Mstep: Class 5 contains 13170 members 
Mstep: Class 6 contains 35452 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 14535 members 
Mstep: Class 9 contains 53738 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 349422 members 
Mstep: Class 12 contains 32514 members 
Mstep: Class 13 contains 92091 members 
Mstep: Class 14 contains 58049 members 
Mstep: Class 15 contains 54502 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Entering Unmasked Estep 
Score: -153738864.000000 Penalty: 73370.046875
Splitting cluster 3 changes total score from -153678640.000000 to -153738864.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (8620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Entering Unmasked Estep 
Score: -766430.937500 Penalty: 2247.336426
	Iteration 0F: 2 clusters Score -766430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -760409.625000 Penalty: 4494.672852
	Iteration 0F: 3 clusters Score -760409.6 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -769150.937500 Penalty: 4494.672852
	Iteration 1F: 3 clusters Score -769150.9 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -775824.250000 Penalty: 4494.672852
	Iteration 2F: 3 clusters Score -775824.2 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -782530.625000 Penalty: 4494.672852
	Iteration 3F: 3 clusters Score -782530.6 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -791536.562500 Penalty: 4494.672852
	Iteration 4F: 3 clusters Score -791536.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -794977.187500 Penalty: 4494.672852
	Iteration 5F: 3 clusters Score -794977.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -796654.625000 Penalty: 4494.672852
	Iteration 6Q: 3 clusters Score -796654.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -797888.125000 Penalty: 4494.672852
	Iteration 7Q: 3 clusters Score -797888.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -798290.812500 Penalty: 4494.672852
	Iteration 8Q: 3 clusters Score -798290.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -798405.375000 Penalty: 4494.672852
	Iteration 9Q: 3 clusters Score -798405.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -798423.750000 Penalty: 4494.672852
	Iteration 10Q: 3 clusters Score -798423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -798425.125000 Penalty: 4494.672852
	Iteration 11Q: 3 clusters Score -798425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -798425.125000 Penalty: 4494.672852
	Iteration 12F: 3 clusters Score -798425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 13170 members 
Mstep: Class 6 contains 35452 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 14535 members 
Mstep: Class 9 contains 53738 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 349422 members 
Mstep: Class 12 contains 32514 members 
Mstep: Class 13 contains 92091 members 
Mstep: Class 14 contains 58049 members 
Mstep: Class 15 contains 54502 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Entering Unmasked Estep 
Score: -153769312.000000 Penalty: 76863.859375
Splitting cluster 4 changes total score from -153678640.000000 to -153769312.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (13170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Entering Unmasked Estep 
Score: -1474459.875000 Penalty: 2352.452881
	Iteration 0F: 2 clusters Score -1474460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1465097.875000 Penalty: 4704.905762
	Iteration 0F: 3 clusters Score -1465098 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1471824.875000 Penalty: 4704.905762
	Iteration 1F: 3 clusters Score -1471825 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1479462.875000 Penalty: 4704.905762
	Iteration 2F: 3 clusters Score -1479463 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1484099.500000 Penalty: 4704.905762
	Iteration 3F: 3 clusters Score -1484100 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1485030.875000 Penalty: 4704.905762
	Iteration 4F: 3 clusters Score -1485031 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1485453.750000 Penalty: 4704.905762
	Iteration 5Q: 3 clusters Score -1485454 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1485779.500000 Penalty: 4704.905762
	Iteration 6Q: 3 clusters Score -1485780 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1486056.125000 Penalty: 4704.905762
	Iteration 7Q: 3 clusters Score -1486056 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1486229.625000 Penalty: 4704.905762
	Iteration 8Q: 3 clusters Score -1486230 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1486388.375000 Penalty: 4704.905762
	Iteration 9Q: 3 clusters Score -1486388 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1486544.625000 Penalty: 4704.905762
	Iteration 10Q: 3 clusters Score -1486545 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1486663.500000 Penalty: 4704.905762
	Iteration 11Q: 3 clusters Score -1486664 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1486753.375000 Penalty: 4704.905762
	Iteration 12Q: 3 clusters Score -1486753 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1486826.750000 Penalty: 4704.905762
	Iteration 13Q: 3 clusters Score -1486827 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1486883.500000 Penalty: 4704.905762
	Iteration 14Q: 3 clusters Score -1486884 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1486929.625000 Penalty: 4704.905762
	Iteration 15Q: 3 clusters Score -1486930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1486966.500000 Penalty: 4704.905762
	Iteration 16Q: 3 clusters Score -1486966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1486995.000000 Penalty: 4704.905762
	Iteration 17Q: 3 clusters Score -1486995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1487016.000000 Penalty: 4704.905762
	Iteration 18Q: 3 clusters Score -1487016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1487024.875000 Penalty: 4704.905762
	Iteration 19Q: 3 clusters Score -1487025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1487166.875000 Penalty: 4704.905762
	Iteration 20F: 3 clusters Score -1487167 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1487407.000000 Penalty: 4704.905762
	Iteration 21Q: 3 clusters Score -1487407 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1487565.875000 Penalty: 4704.905762
	Iteration 22Q: 3 clusters Score -1487566 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1487627.125000 Penalty: 4704.905762
	Iteration 23Q: 3 clusters Score -1487627 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1487659.375000 Penalty: 4704.905762
	Iteration 24Q: 3 clusters Score -1487659 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1487672.500000 Penalty: 4704.905762
	Iteration 25Q: 3 clusters Score -1487672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1487677.875000 Penalty: 4704.905762
	Iteration 26Q: 3 clusters Score -1487678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1487682.375000 Penalty: 4704.905762
	Iteration 27Q: 3 clusters Score -1487682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1487686.125000 Penalty: 4704.905762
	Iteration 28Q: 3 clusters Score -1487686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1487691.625000 Penalty: 4704.905762
	Iteration 29Q: 3 clusters Score -1487692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1487694.875000 Penalty: 4704.905762
	Iteration 30Q: 3 clusters Score -1487695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1487701.375000 Penalty: 4704.905762
	Iteration 31Q: 3 clusters Score -1487701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1487704.375000 Penalty: 4704.905762
	Iteration 32Q: 3 clusters Score -1487704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1487703.750000 Penalty: 4704.905762
	Iteration 33Q: 3 clusters Score -1487704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1487706.750000 Penalty: 4704.905762
	Iteration 34Q: 3 clusters Score -1487707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1487709.125000 Penalty: 4704.905762
	Iteration 35Q: 3 clusters Score -1487709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1487711.000000 Penalty: 4704.905762
	Iteration 36Q: 3 clusters Score -1487711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1487715.000000 Penalty: 4704.905762
	Iteration 37Q: 3 clusters Score -1487715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1487717.875000 Penalty: 4704.905762
	Iteration 38Q: 3 clusters Score -1487718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1487718.875000 Penalty: 4704.905762
	Iteration 39Q: 3 clusters Score -1487719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1487720.625000 Penalty: 4704.905762
	Iteration 40F: 3 clusters Score -1487721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1487720.000000 Penalty: 4704.905762
	Iteration 41Q: 3 clusters Score -1487720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1487722.500000 Penalty: 4704.905762
	Iteration 42Q: 3 clusters Score -1487722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1487721.625000 Penalty: 4704.905762
	Iteration 43Q: 3 clusters Score -1487722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1487722.750000 Penalty: 4704.905762
	Iteration 44Q: 3 clusters Score -1487723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1487719.500000 Penalty: 4704.905762
	Iteration 45Q: 3 clusters Score -1487720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1487718.500000 Penalty: 4704.905762
	Iteration 46Q: 3 clusters Score -1487718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1487719.750000 Penalty: 4704.905762
	Iteration 47Q: 3 clusters Score -1487720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1487719.750000 Penalty: 4704.905762
	Iteration 48F: 3 clusters Score -1487720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 35452 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 14535 members 
Mstep: Class 9 contains 53738 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 349422 members 
Mstep: Class 12 contains 32514 members 
Mstep: Class 13 contains 92091 members 
Mstep: Class 14 contains 58049 members 
Mstep: Class 15 contains 54502 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 6945 members 
Entering Unmasked Estep 
Score: -153781232.000000 Penalty: 80357.671875
Splitting cluster 5 changes total score from -153678640.000000 to -153781232.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (35452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Entering Unmasked Estep 
Score: -4201989.500000 Penalty: 2598.031982
	Iteration 0F: 2 clusters Score -4201990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -4177941.750000 Penalty: 5196.063965
	Iteration 0F: 3 clusters Score -4177942 nChanged 16157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -4187563.000000 Penalty: 5196.063965
	Iteration 1F: 3 clusters Score -4187563 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -4189469.750000 Penalty: 5196.063965
	Iteration 2F: 3 clusters Score -4189470 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -4192538.000000 Penalty: 5196.063965
	Iteration 3F: 3 clusters Score -4192538 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4196593.000000 Penalty: 5196.063965
	Iteration 4F: 3 clusters Score -4196593 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4201185.000000 Penalty: 5196.063965
	Iteration 5F: 3 clusters Score -4201185 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -4205120.000000 Penalty: 5196.063965
	Iteration 6F: 3 clusters Score -4205120 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -4207957.000000 Penalty: 5196.063965
	Iteration 7F: 3 clusters Score -4207957 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -4209547.000000 Penalty: 5196.063965
	Iteration 8Q: 3 clusters Score -4209547 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -4210016.500000 Penalty: 5196.063965
	Iteration 9Q: 3 clusters Score -4210016 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4210125.000000 Penalty: 5196.063965
	Iteration 10Q: 3 clusters Score -4210125 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -4210158.500000 Penalty: 5196.063965
	Iteration 11Q: 3 clusters Score -4210158 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -4210166.500000 Penalty: 5196.063965
	Iteration 12Q: 3 clusters Score -4210166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -4210182.000000 Penalty: 5196.063965
	Iteration 13Q: 3 clusters Score -4210182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -4210191.000000 Penalty: 5196.063965
	Iteration 14Q: 3 clusters Score -4210191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -4210184.000000 Penalty: 5196.063965
	Iteration 15Q: 3 clusters Score -4210184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -4210188.500000 Penalty: 5196.063965
	Iteration 16Q: 3 clusters Score -4210188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -4210188.000000 Penalty: 5196.063965
	Iteration 17Q: 3 clusters Score -4210188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -4210185.000000 Penalty: 5196.063965
	Iteration 18Q: 3 clusters Score -4210185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -4210182.500000 Penalty: 5196.063965
	Iteration 19Q: 3 clusters Score -4210182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -4210187.000000 Penalty: 5196.063965
	Iteration 20F: 3 clusters Score -4210187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -4210180.500000 Penalty: 5196.063965
	Iteration 21Q: 3 clusters Score -4210180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4210180.000000 Penalty: 5196.063965
	Iteration 22Q: 3 clusters Score -4210180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4210179.000000 Penalty: 5196.063965
	Iteration 23Q: 3 clusters Score -4210179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4210179.000000 Penalty: 5196.063965
	Iteration 24F: 3 clusters Score -4210179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 14535 members 
Mstep: Class 9 contains 53738 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 349422 members 
Mstep: Class 12 contains 32514 members 
Mstep: Class 13 contains 92091 members 
Mstep: Class 14 contains 58049 members 
Mstep: Class 15 contains 54502 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 14022 members 
Entering Unmasked Estep 
Score: -153788896.000000 Penalty: 83851.484375
Splitting cluster 6 changes total score from -153678640.000000 to -153788896.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (2826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Entering Unmasked Estep 
Score: -413493.968750 Penalty: 1970.761108
	Iteration 0F: 2 clusters Score -413494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -410850.281250 Penalty: 3941.522217
	Iteration 0F: 3 clusters Score -410850.3 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -414391.718750 Penalty: 3941.522217
	Iteration 1F: 3 clusters Score -414391.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -417266.062500 Penalty: 3941.522217
	Iteration 2F: 3 clusters Score -417266.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -418535.125000 Penalty: 3941.522217
	Iteration 3F: 3 clusters Score -418535.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -418898.937500 Penalty: 3941.522217
	Iteration 4Q: 3 clusters Score -418898.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -419016.406250 Penalty: 3941.522217
	Iteration 5Q: 3 clusters Score -419016.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -419092.875000 Penalty: 3941.522217
	Iteration 6Q: 3 clusters Score -419092.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -419104.093750 Penalty: 3941.522217
	Iteration 7Q: 3 clusters Score -419104.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -419115.000000 Penalty: 3941.522217
	Iteration 8Q: 3 clusters Score -419115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -419112.125000 Penalty: 3941.522217
	Iteration 9Q: 3 clusters Score -419112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -419117.562500 Penalty: 3941.522217
	Iteration 10Q: 3 clusters Score -419117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -419107.937500 Penalty: 3941.522217
	Iteration 11Q: 3 clusters Score -419107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -419127.281250 Penalty: 3941.522217
	Iteration 12Q: 3 clusters Score -419127.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -419113.781250 Penalty: 3941.522217
	Iteration 13Q: 3 clusters Score -419113.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -419108.687500 Penalty: 3941.522217
	Iteration 14Q: 3 clusters Score -419108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -419120.500000 Penalty: 3941.522217
	Iteration 15Q: 3 clusters Score -419120.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -419128.687500 Penalty: 3941.522217
	Iteration 16Q: 3 clusters Score -419128.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -419123.312500 Penalty: 3941.522217
	Iteration 17Q: 3 clusters Score -419123.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -419097.343750 Penalty: 3941.522217
	Iteration 18Q: 3 clusters Score -419097.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -419122.062500 Penalty: 3941.522217
	Iteration 19Q: 3 clusters Score -419122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -419137.968750 Penalty: 3941.522217
	Iteration 20F: 3 clusters Score -419138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -419127.718750 Penalty: 3941.522217
	Iteration 21Q: 3 clusters Score -419127.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -419123.375000 Penalty: 3941.522217
	Iteration 22Q: 3 clusters Score -419123.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -419182.218750 Penalty: 3941.522217
	Iteration 23Q: 3 clusters Score -419182.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -419169.593750 Penalty: 3941.522217
	Iteration 24Q: 3 clusters Score -419169.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -419178.625000 Penalty: 3941.522217
	Iteration 25Q: 3 clusters Score -419178.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -419192.812500 Penalty: 3941.522217
	Iteration 26Q: 3 clusters Score -419192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -419195.187500 Penalty: 3941.522217
	Iteration 27Q: 3 clusters Score -419195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -419180.437500 Penalty: 3941.522217
	Iteration 28Q: 3 clusters Score -419180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -419171.656250 Penalty: 3941.522217
	Iteration 29Q: 3 clusters Score -419171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -419201.968750 Penalty: 3941.522217
	Iteration 30Q: 3 clusters Score -419202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -419151.218750 Penalty: 3941.522217
	Iteration 31Q: 3 clusters Score -419151.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -419151.218750 Penalty: 3941.522217
	Iteration 32F: 3 clusters Score -419151.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 14535 members 
Mstep: Class 9 contains 53738 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 349422 members 
Mstep: Class 12 contains 32514 members 
Mstep: Class 13 contains 92091 members 
Mstep: Class 14 contains 58049 members 
Mstep: Class 15 contains 54502 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 14022 members 
Mstep: Class 25 contains 1301 members 
Entering Unmasked Estep 
Score: -153793072.000000 Penalty: 87345.296875
Splitting cluster 7 changes total score from -153678640.000000 to -153793072.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (14535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Entering Unmasked Estep 
Score: -1634114.500000 Penalty: 2376.909912
	Iteration 0F: 2 clusters Score -1634114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1623635.375000 Penalty: 4753.819824
	Iteration 0F: 3 clusters Score -1623635 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1629527.625000 Penalty: 4753.819824
	Iteration 1F: 3 clusters Score -1629528 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1638067.375000 Penalty: 4753.819824
	Iteration 2F: 3 clusters Score -1638067 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1643031.125000 Penalty: 4753.819824
	Iteration 3F: 3 clusters Score -1643031 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1643748.750000 Penalty: 4753.819824
	Iteration 4F: 3 clusters Score -1643749 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1643959.250000 Penalty: 4753.819824
	Iteration 5Q: 3 clusters Score -1643959 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1644078.750000 Penalty: 4753.819824
	Iteration 6Q: 3 clusters Score -1644079 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1644167.000000 Penalty: 4753.819824
	Iteration 7Q: 3 clusters Score -1644167 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1644230.750000 Penalty: 4753.819824
	Iteration 8Q: 3 clusters Score -1644231 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1644288.750000 Penalty: 4753.819824
	Iteration 9Q: 3 clusters Score -1644289 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1644337.750000 Penalty: 4753.819824
	Iteration 10Q: 3 clusters Score -1644338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1644388.500000 Penalty: 4753.819824
	Iteration 11Q: 3 clusters Score -1644388 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1644429.625000 Penalty: 4753.819824
	Iteration 12Q: 3 clusters Score -1644430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1644454.875000 Penalty: 4753.819824
	Iteration 13Q: 3 clusters Score -1644455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1644475.375000 Penalty: 4753.819824
	Iteration 14Q: 3 clusters Score -1644475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1644487.000000 Penalty: 4753.819824
	Iteration 15Q: 3 clusters Score -1644487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1644496.875000 Penalty: 4753.819824
	Iteration 16Q: 3 clusters Score -1644497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1644511.250000 Penalty: 4753.819824
	Iteration 17Q: 3 clusters Score -1644511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1644515.750000 Penalty: 4753.819824
	Iteration 18Q: 3 clusters Score -1644516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1644528.125000 Penalty: 4753.819824
	Iteration 19Q: 3 clusters Score -1644528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1644539.125000 Penalty: 4753.819824
	Iteration 20F: 3 clusters Score -1644539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1644541.500000 Penalty: 4753.819824
	Iteration 21Q: 3 clusters Score -1644542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1644546.500000 Penalty: 4753.819824
	Iteration 22Q: 3 clusters Score -1644546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1644542.500000 Penalty: 4753.819824
	Iteration 23Q: 3 clusters Score -1644542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1644544.125000 Penalty: 4753.819824
	Iteration 24Q: 3 clusters Score -1644544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1644545.125000 Penalty: 4753.819824
	Iteration 25Q: 3 clusters Score -1644545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1644550.125000 Penalty: 4753.819824
	Iteration 26Q: 3 clusters Score -1644550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1644558.250000 Penalty: 4753.819824
	Iteration 27Q: 3 clusters Score -1644558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1644563.000000 Penalty: 4753.819824
	Iteration 28Q: 3 clusters Score -1644563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1644573.875000 Penalty: 4753.819824
	Iteration 29Q: 3 clusters Score -1644574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1644579.500000 Penalty: 4753.819824
	Iteration 30Q: 3 clusters Score -1644580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1644589.625000 Penalty: 4753.819824
	Iteration 31Q: 3 clusters Score -1644590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1644598.000000 Penalty: 4753.819824
	Iteration 32Q: 3 clusters Score -1644598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1644606.375000 Penalty: 4753.819824
	Iteration 33Q: 3 clusters Score -1644606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1644618.625000 Penalty: 4753.819824
	Iteration 34Q: 3 clusters Score -1644619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1644630.875000 Penalty: 4753.819824
	Iteration 35Q: 3 clusters Score -1644631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1644648.875000 Penalty: 4753.819824
	Iteration 36Q: 3 clusters Score -1644649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1644675.000000 Penalty: 4753.819824
	Iteration 37Q: 3 clusters Score -1644675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1644685.625000 Penalty: 4753.819824
	Iteration 38Q: 3 clusters Score -1644686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1644708.250000 Penalty: 4753.819824
	Iteration 39Q: 3 clusters Score -1644708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1644728.000000 Penalty: 4753.819824
	Iteration 40F: 3 clusters Score -1644728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1644749.750000 Penalty: 4753.819824
	Iteration 41Q: 3 clusters Score -1644750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1644788.125000 Penalty: 4753.819824
	Iteration 42Q: 3 clusters Score -1644788 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1644865.500000 Penalty: 4753.819824
	Iteration 43Q: 3 clusters Score -1644866 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1644968.500000 Penalty: 4753.819824
	Iteration 44Q: 3 clusters Score -1644968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1645121.000000 Penalty: 4753.819824
	Iteration 45Q: 3 clusters Score -1645121 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1645298.125000 Penalty: 4753.819824
	Iteration 46Q: 3 clusters Score -1645298 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1645520.750000 Penalty: 4753.819824
	Iteration 47Q: 3 clusters Score -1645521 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1645844.250000 Penalty: 4753.819824
	Iteration 48Q: 3 clusters Score -1645844 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1646291.000000 Penalty: 4753.819824
	Iteration 49Q: 3 clusters Score -1646291 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1646935.500000 Penalty: 4753.819824
	Iteration 50Q: 3 clusters Score -1646936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1647480.500000 Penalty: 4753.819824
	Iteration 51Q: 3 clusters Score -1647480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1647717.250000 Penalty: 4753.819824
	Iteration 52Q: 3 clusters Score -1647717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1647781.125000 Penalty: 4753.819824
	Iteration 53Q: 3 clusters Score -1647781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1647818.500000 Penalty: 4753.819824
	Iteration 54Q: 3 clusters Score -1647818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1647847.750000 Penalty: 4753.819824
	Iteration 55Q: 3 clusters Score -1647848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1647877.875000 Penalty: 4753.819824
	Iteration 56Q: 3 clusters Score -1647878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1647891.625000 Penalty: 4753.819824
	Iteration 57Q: 3 clusters Score -1647892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1647902.125000 Penalty: 4753.819824
	Iteration 58Q: 3 clusters Score -1647902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1647911.000000 Penalty: 4753.819824
	Iteration 59Q: 3 clusters Score -1647911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1647918.375000 Penalty: 4753.819824
	Iteration 60F: 3 clusters Score -1647918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1647927.125000 Penalty: 4753.819824
	Iteration 61Q: 3 clusters Score -1647927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1647928.750000 Penalty: 4753.819824
	Iteration 62Q: 3 clusters Score -1647929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1647932.750000 Penalty: 4753.819824
	Iteration 63Q: 3 clusters Score -1647933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1647932.750000 Penalty: 4753.819824
	Iteration 64F: 3 clusters Score -1647933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 53738 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 349422 members 
Mstep: Class 12 contains 32514 members 
Mstep: Class 13 contains 92091 members 
Mstep: Class 14 contains 58049 members 
Mstep: Class 15 contains 54502 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 14022 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 1421 members 
Entering Unmasked Estep 
Score: -153804912.000000 Penalty: 90839.109375
Splitting cluster 8 changes total score from -153678640.000000 to -153804912.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (53738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Entering Unmasked Estep 
Score: -6600282.500000 Penalty: 2701.185059
	Iteration 0F: 2 clusters Score -6600282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -6564240.000000 Penalty: 5402.370117
	Iteration 0F: 3 clusters Score -6564240 nChanged 24858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -6579064.500000 Penalty: 5402.370117
	Iteration 1F: 3 clusters Score -6579064 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -6591583.000000 Penalty: 5402.370117
	Iteration 2F: 3 clusters Score -6591583 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -6609714.000000 Penalty: 5402.370117
	Iteration 3F: 3 clusters Score -6609714 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -6620639.500000 Penalty: 5402.370117
	Iteration 4F: 3 clusters Score -6620640 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -6625102.500000 Penalty: 5402.370117
	Iteration 5F: 3 clusters Score -6625102 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -6626775.500000 Penalty: 5402.370117
	Iteration 6Q: 3 clusters Score -6626776 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -6627497.500000 Penalty: 5402.370117
	Iteration 7Q: 3 clusters Score -6627498 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -6627931.000000 Penalty: 5402.370117
	Iteration 8Q: 3 clusters Score -6627931 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -6628167.000000 Penalty: 5402.370117
	Iteration 9Q: 3 clusters Score -6628167 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -6628346.500000 Penalty: 5402.370117
	Iteration 10Q: 3 clusters Score -6628346 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -6628475.000000 Penalty: 5402.370117
	Iteration 11Q: 3 clusters Score -6628475 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -6628583.000000 Penalty: 5402.370117
	Iteration 12Q: 3 clusters Score -6628583 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -6628698.500000 Penalty: 5402.370117
	Iteration 13Q: 3 clusters Score -6628698 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -6628812.500000 Penalty: 5402.370117
	Iteration 14Q: 3 clusters Score -6628812 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -6628915.000000 Penalty: 5402.370117
	Iteration 15Q: 3 clusters Score -6628915 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -6629010.500000 Penalty: 5402.370117
	Iteration 16Q: 3 clusters Score -6629010 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -6629093.000000 Penalty: 5402.370117
	Iteration 17Q: 3 clusters Score -6629093 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -6629159.000000 Penalty: 5402.370117
	Iteration 18Q: 3 clusters Score -6629159 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -6629244.500000 Penalty: 5402.370117
	Iteration 19Q: 3 clusters Score -6629244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -6629289.000000 Penalty: 5402.370117
	Iteration 20F: 3 clusters Score -6629289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -6629351.500000 Penalty: 5402.370117
	Iteration 21Q: 3 clusters Score -6629352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -6629376.000000 Penalty: 5402.370117
	Iteration 22Q: 3 clusters Score -6629376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -6629430.000000 Penalty: 5402.370117
	Iteration 23Q: 3 clusters Score -6629430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -6629456.500000 Penalty: 5402.370117
	Iteration 24Q: 3 clusters Score -6629456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -6629467.500000 Penalty: 5402.370117
	Iteration 25Q: 3 clusters Score -6629468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -6629488.500000 Penalty: 5402.370117
	Iteration 26Q: 3 clusters Score -6629488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -6629505.500000 Penalty: 5402.370117
	Iteration 27Q: 3 clusters Score -6629506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -6629522.500000 Penalty: 5402.370117
	Iteration 28Q: 3 clusters Score -6629522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -6629520.500000 Penalty: 5402.370117
	Iteration 29Q: 3 clusters Score -6629520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -6629529.500000 Penalty: 5402.370117
	Iteration 30Q: 3 clusters Score -6629530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -6629529.500000 Penalty: 5402.370117
	Iteration 31F: 3 clusters Score -6629530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 15418 members 
Mstep: Class 11 contains 349422 members 
Mstep: Class 12 contains 32514 members 
Mstep: Class 13 contains 92091 members 
Mstep: Class 14 contains 58049 members 
Mstep: Class 15 contains 54502 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 14022 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 52042 members 
Entering Unmasked Estep 
Score: -153834768.000000 Penalty: 94332.914062
Splitting cluster 9 changes total score from -153678640.000000 to -153834768.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (15418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Entering Unmasked Estep 
Score: -1707895.250000 Penalty: 2391.536133
	Iteration 0F: 2 clusters Score -1707895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1696962.250000 Penalty: 4783.072266
	Iteration 0F: 3 clusters Score -1696962 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1704230.125000 Penalty: 4783.072266
	Iteration 1F: 3 clusters Score -1704230 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1710865.250000 Penalty: 4783.072266
	Iteration 2F: 3 clusters Score -1710865 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1716881.750000 Penalty: 4783.072266
	Iteration 3F: 3 clusters Score -1716882 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1721685.875000 Penalty: 4783.072266
	Iteration 4F: 3 clusters Score -1721686 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1730401.000000 Penalty: 4783.072266
	Iteration 5F: 3 clusters Score -1730401 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1732740.500000 Penalty: 4783.072266
	Iteration 6Q: 3 clusters Score -1732740 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1732903.250000 Penalty: 4783.072266
	Iteration 7Q: 3 clusters Score -1732903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1732934.125000 Penalty: 4783.072266
	Iteration 8Q: 3 clusters Score -1732934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1732949.500000 Penalty: 4783.072266
	Iteration 9Q: 3 clusters Score -1732950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1732943.875000 Penalty: 4783.072266
	Iteration 10Q: 3 clusters Score -1732944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1732947.375000 Penalty: 4783.072266
	Iteration 11Q: 3 clusters Score -1732947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1732950.375000 Penalty: 4783.072266
	Iteration 12Q: 3 clusters Score -1732950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1732948.750000 Penalty: 4783.072266
	Iteration 13Q: 3 clusters Score -1732949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1732949.000000 Penalty: 4783.072266
	Iteration 14Q: 3 clusters Score -1732949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1732955.375000 Penalty: 4783.072266
	Iteration 15Q: 3 clusters Score -1732955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1732955.625000 Penalty: 4783.072266
	Iteration 16Q: 3 clusters Score -1732956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1732955.625000 Penalty: 4783.072266
	Iteration 17F: 3 clusters Score -1732956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 349422 members 
Mstep: Class 12 contains 32514 members 
Mstep: Class 13 contains 92091 members 
Mstep: Class 14 contains 58049 members 
Mstep: Class 15 contains 54502 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 14022 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 52042 members 
Mstep: Class 28 contains 6963 members 
Entering Unmasked Estep 
Score: -153857424.000000 Penalty: 97826.726562
Splitting cluster 10 changes total score from -153678640.000000 to -153857424.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (349422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349422 members 
Entering Unmasked Estep 
Score: -42110256.000000 Penalty: 3165.480713
	Iteration 0F: 2 clusters Score -4.211026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174667 members 
Mstep: Class 2 contains 174755 members 
Entering Unmasked Estep 
Score: -41999276.000000 Penalty: 6330.961426
	Iteration 0F: 3 clusters Score -4.199928e+07 nChanged 169859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177046 members 
Mstep: Class 2 contains 172376 members 
Entering Unmasked Estep 
Score: -42102172.000000 Penalty: 6330.961426
	Iteration 1F: 3 clusters Score -4.210217e+07 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179962 members 
Mstep: Class 2 contains 169460 members 
Entering Unmasked Estep 
Score: -42107856.000000 Penalty: 6330.961426
	Iteration 2Q: 3 clusters Score -4.210786e+07 nChanged 17144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185086 members 
Mstep: Class 2 contains 164336 members 
Entering Unmasked Estep 
Score: -42117612.000000 Penalty: 6330.961426
	Iteration 3Q: 3 clusters Score -4.211761e+07 nChanged 22580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192806 members 
Mstep: Class 2 contains 156616 members 
Entering Unmasked Estep 
Score: -42132040.000000 Penalty: 6330.961426
	Iteration 4F: 3 clusters Score -4.213204e+07 nChanged 26530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202598 members 
Mstep: Class 2 contains 146824 members 
Entering Unmasked Estep 
Score: -42148072.000000 Penalty: 6330.961426
	Iteration 5F: 3 clusters Score -4.214807e+07 nChanged 26902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212998 members 
Mstep: Class 2 contains 136424 members 
Entering Unmasked Estep 
Score: -42162056.000000 Penalty: 6330.961426
	Iteration 6F: 3 clusters Score -4.216206e+07 nChanged 23506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222024 members 
Mstep: Class 2 contains 127398 members 
Entering Unmasked Estep 
Score: -42171460.000000 Penalty: 6330.961426
	Iteration 7F: 3 clusters Score -4.217146e+07 nChanged 17786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229030 members 
Mstep: Class 2 contains 120392 members 
Entering Unmasked Estep 
Score: -42175656.000000 Penalty: 6330.961426
	Iteration 8F: 3 clusters Score -4.217566e+07 nChanged 12642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234620 members 
Mstep: Class 2 contains 114802 members 
Entering Unmasked Estep 
Score: -42177852.000000 Penalty: 6330.961426
	Iteration 9Q: 3 clusters Score -4.217785e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239454 members 
Mstep: Class 2 contains 109968 members 
Entering Unmasked Estep 
Score: -42178608.000000 Penalty: 6330.961426
	Iteration 10Q: 3 clusters Score -4.217861e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243848 members 
Mstep: Class 2 contains 105574 members 
Entering Unmasked Estep 
Score: -42179000.000000 Penalty: 6330.961426
	Iteration 11Q: 3 clusters Score -4.2179e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247561 members 
Mstep: Class 2 contains 101861 members 
Entering Unmasked Estep 
Score: -42179636.000000 Penalty: 6330.961426
	Iteration 12Q: 3 clusters Score -4.217964e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250828 members 
Mstep: Class 2 contains 98594 members 
Entering Unmasked Estep 
Score: -42179520.000000 Penalty: 6330.961426
	Iteration 13Q: 3 clusters Score -4.217952e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253573 members 
Mstep: Class 2 contains 95849 members 
Entering Unmasked Estep 
Score: -42179832.000000 Penalty: 6330.961426
	Iteration 14Q: 3 clusters Score -4.217983e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255755 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -42179596.000000 Penalty: 6330.961426
	Iteration 15Q: 3 clusters Score -4.21796e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257524 members 
Mstep: Class 2 contains 91898 members 
Entering Unmasked Estep 
Score: -42179732.000000 Penalty: 6330.961426
	Iteration 16Q: 3 clusters Score -4.217973e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259040 members 
Mstep: Class 2 contains 90382 members 
Entering Unmasked Estep 
Score: -42179804.000000 Penalty: 6330.961426
	Iteration 17Q: 3 clusters Score -4.21798e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260361 members 
Mstep: Class 2 contains 89061 members 
Entering Unmasked Estep 
Score: -42179940.000000 Penalty: 6330.961426
	Iteration 18Q: 3 clusters Score -4.217994e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261567 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -42180016.000000 Penalty: 6330.961426
	Iteration 19Q: 3 clusters Score -4.218002e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262677 members 
Mstep: Class 2 contains 86745 members 
Entering Unmasked Estep 
Score: -42180072.000000 Penalty: 6330.961426
	Iteration 20F: 3 clusters Score -4.218007e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263796 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -42180420.000000 Penalty: 6330.961426
	Iteration 21Q: 3 clusters Score -4.218042e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264871 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -42180372.000000 Penalty: 6330.961426
	Iteration 22Q: 3 clusters Score -4.218037e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265889 members 
Mstep: Class 2 contains 83533 members 
Entering Unmasked Estep 
Score: -42180636.000000 Penalty: 6330.961426
	Iteration 23Q: 3 clusters Score -4.218064e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266897 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -42180892.000000 Penalty: 6330.961426
	Iteration 24Q: 3 clusters Score -4.218089e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267826 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -42181060.000000 Penalty: 6330.961426
	Iteration 25Q: 3 clusters Score -4.218106e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268728 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -42181284.000000 Penalty: 6330.961426
	Iteration 26Q: 3 clusters Score -4.218128e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269526 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -42181584.000000 Penalty: 6330.961426
	Iteration 27Q: 3 clusters Score -4.218158e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270262 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -42181720.000000 Penalty: 6330.961426
	Iteration 28Q: 3 clusters Score -4.218172e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270994 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -42182024.000000 Penalty: 6330.961426
	Iteration 29Q: 3 clusters Score -4.218202e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271806 members 
Mstep: Class 2 contains 77616 members 
Entering Unmasked Estep 
Score: -42182444.000000 Penalty: 6330.961426
	Iteration 30Q: 3 clusters Score -4.218244e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272611 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -42182956.000000 Penalty: 6330.961426
	Iteration 31Q: 3 clusters Score -4.218296e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273331 members 
Mstep: Class 2 contains 76091 members 
Entering Unmasked Estep 
Score: -42183160.000000 Penalty: 6330.961426
	Iteration 32Q: 3 clusters Score -4.218316e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274075 members 
Mstep: Class 2 contains 75347 members 
Entering Unmasked Estep 
Score: -42183836.000000 Penalty: 6330.961426
	Iteration 33Q: 3 clusters Score -4.218384e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274769 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -42184456.000000 Penalty: 6330.961426
	Iteration 34Q: 3 clusters Score -4.218446e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275364 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -42184992.000000 Penalty: 6330.961426
	Iteration 35Q: 3 clusters Score -4.218499e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275841 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -42185592.000000 Penalty: 6330.961426
	Iteration 36Q: 3 clusters Score -4.218559e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276239 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -42186208.000000 Penalty: 6330.961426
	Iteration 37Q: 3 clusters Score -4.218621e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276587 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -42187012.000000 Penalty: 6330.961426
	Iteration 38Q: 3 clusters Score -4.218701e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276770 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -42187928.000000 Penalty: 6330.961426
	Iteration 39Q: 3 clusters Score -4.218793e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276716 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -42189444.000000 Penalty: 6330.961426
	Iteration 40F: 3 clusters Score -4.218944e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276021 members 
Mstep: Class 2 contains 73401 members 
Entering Unmasked Estep 
Score: -42191344.000000 Penalty: 6330.961426
	Iteration 41Q: 3 clusters Score -4.219134e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274700 members 
Mstep: Class 2 contains 74722 members 
Entering Unmasked Estep 
Score: -42194480.000000 Penalty: 6330.961426
	Iteration 42Q: 3 clusters Score -4.219448e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272559 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -42198632.000000 Penalty: 6330.961426
	Iteration 43Q: 3 clusters Score -4.219863e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269122 members 
Mstep: Class 2 contains 80300 members 
Entering Unmasked Estep 
Score: -42206056.000000 Penalty: 6330.961426
	Iteration 44Q: 3 clusters Score -4.220606e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264488 members 
Mstep: Class 2 contains 84934 members 
Entering Unmasked Estep 
Score: -42216244.000000 Penalty: 6330.961426
	Iteration 45Q: 3 clusters Score -4.221624e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258753 members 
Mstep: Class 2 contains 90669 members 
Entering Unmasked Estep 
Score: -42229176.000000 Penalty: 6330.961426
	Iteration 46Q: 3 clusters Score -4.222918e+07 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252972 members 
Mstep: Class 2 contains 96450 members 
Entering Unmasked Estep 
Score: -42242416.000000 Penalty: 6330.961426
	Iteration 47Q: 3 clusters Score -4.224242e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248559 members 
Mstep: Class 2 contains 100863 members 
Entering Unmasked Estep 
Score: -42252068.000000 Penalty: 6330.961426
	Iteration 48Q: 3 clusters Score -4.225207e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245911 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -42257628.000000 Penalty: 6330.961426
	Iteration 49Q: 3 clusters Score -4.225763e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244630 members 
Mstep: Class 2 contains 104792 members 
Entering Unmasked Estep 
Score: -42260188.000000 Penalty: 6330.961426
	Iteration 50Q: 3 clusters Score -4.226019e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244199 members 
Mstep: Class 2 contains 105223 members 
Entering Unmasked Estep 
Score: -42261528.000000 Penalty: 6330.961426
	Iteration 51Q: 3 clusters Score -4.226153e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244406 members 
Mstep: Class 2 contains 105016 members 
Entering Unmasked Estep 
Score: -42262184.000000 Penalty: 6330.961426
	Iteration 52Q: 3 clusters Score -4.226218e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244892 members 
Mstep: Class 2 contains 104530 members 
Entering Unmasked Estep 
Score: -42262368.000000 Penalty: 6330.961426
	Iteration 53Q: 3 clusters Score -4.226237e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245465 members 
Mstep: Class 2 contains 103957 members 
Entering Unmasked Estep 
Score: -42262424.000000 Penalty: 6330.961426
	Iteration 54Q: 3 clusters Score -4.226242e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246099 members 
Mstep: Class 2 contains 103323 members 
Entering Unmasked Estep 
Score: -42262372.000000 Penalty: 6330.961426
	Iteration 55Q: 3 clusters Score -4.226237e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246632 members 
Mstep: Class 2 contains 102790 members 
Entering Unmasked Estep 
Score: -42262248.000000 Penalty: 6330.961426
	Iteration 56Q: 3 clusters Score -4.226225e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247124 members 
Mstep: Class 2 contains 102298 members 
Entering Unmasked Estep 
Score: -42262140.000000 Penalty: 6330.961426
	Iteration 57Q: 3 clusters Score -4.226214e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247548 members 
Mstep: Class 2 contains 101874 members 
Entering Unmasked Estep 
Score: -42262004.000000 Penalty: 6330.961426
	Iteration 58Q: 3 clusters Score -4.2262e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247946 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -42261860.000000 Penalty: 6330.961426
	Iteration 59Q: 3 clusters Score -4.226186e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248287 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -42263544.000000 Penalty: 6330.961426
	Iteration 60F: 3 clusters Score -4.226354e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247766 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
Score: -42263940.000000 Penalty: 6330.961426
	Iteration 61Q: 3 clusters Score -4.226394e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247574 members 
Mstep: Class 2 contains 101848 members 
Entering Unmasked Estep 
Score: -42264044.000000 Penalty: 6330.961426
	Iteration 62Q: 3 clusters Score -4.226404e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247480 members 
Mstep: Class 2 contains 101942 members 
Entering Unmasked Estep 
Score: -42264140.000000 Penalty: 6330.961426
	Iteration 63Q: 3 clusters Score -4.226414e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247475 members 
Mstep: Class 2 contains 101947 members 
Entering Unmasked Estep 
Score: -42264180.000000 Penalty: 6330.961426
	Iteration 64Q: 3 clusters Score -4.226418e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247508 members 
Mstep: Class 2 contains 101914 members 
Entering Unmasked Estep 
Score: -42264132.000000 Penalty: 6330.961426
	Iteration 65Q: 3 clusters Score -4.226413e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247560 members 
Mstep: Class 2 contains 101862 members 
Entering Unmasked Estep 
Score: -42264132.000000 Penalty: 6330.961426
	Iteration 66Q: 3 clusters Score -4.226413e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247623 members 
Mstep: Class 2 contains 101799 members 
Entering Unmasked Estep 
Score: -42264124.000000 Penalty: 6330.961426
	Iteration 67Q: 3 clusters Score -4.226412e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247675 members 
Mstep: Class 2 contains 101747 members 
Entering Unmasked Estep 
Score: -42264056.000000 Penalty: 6330.961426
	Iteration 68Q: 3 clusters Score -4.226406e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247725 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -42264076.000000 Penalty: 6330.961426
	Iteration 69Q: 3 clusters Score -4.226408e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247767 members 
Mstep: Class 2 contains 101655 members 
Entering Unmasked Estep 
Score: -42264040.000000 Penalty: 6330.961426
	Iteration 70Q: 3 clusters Score -4.226404e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247805 members 
Mstep: Class 2 contains 101617 members 
Entering Unmasked Estep 
Score: -42264024.000000 Penalty: 6330.961426
	Iteration 71Q: 3 clusters Score -4.226402e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247838 members 
Mstep: Class 2 contains 101584 members 
Entering Unmasked Estep 
Score: -42264016.000000 Penalty: 6330.961426
	Iteration 72Q: 3 clusters Score -4.226402e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247874 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -42264048.000000 Penalty: 6330.961426
	Iteration 73Q: 3 clusters Score -4.226405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247892 members 
Mstep: Class 2 contains 101530 members 
Entering Unmasked Estep 
Score: -42264080.000000 Penalty: 6330.961426
	Iteration 74Q: 3 clusters Score -4.226408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247907 members 
Mstep: Class 2 contains 101515 members 
Entering Unmasked Estep 
Score: -42264064.000000 Penalty: 6330.961426
	Iteration 75Q: 3 clusters Score -4.226406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247917 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -42264064.000000 Penalty: 6330.961426
	Iteration 76Q: 3 clusters Score -4.226406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247920 members 
Mstep: Class 2 contains 101502 members 
Entering Unmasked Estep 
Score: -42264056.000000 Penalty: 6330.961426
	Iteration 77Q: 3 clusters Score -4.226406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247927 members 
Mstep: Class 2 contains 101495 members 
Entering Unmasked Estep 
Score: -42264092.000000 Penalty: 6330.961426
	Iteration 78Q: 3 clusters Score -4.226409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247931 members 
Mstep: Class 2 contains 101491 members 
Entering Unmasked Estep 
Score: -42264080.000000 Penalty: 6330.961426
	Iteration 79Q: 3 clusters Score -4.226408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247932 members 
Mstep: Class 2 contains 101490 members 
Entering Unmasked Estep 
Score: -42264092.000000 Penalty: 6330.961426
	Iteration 80F: 3 clusters Score -4.226409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247934 members 
Mstep: Class 2 contains 101488 members 
Entering Unmasked Estep 
Score: -42264104.000000 Penalty: 6330.961426
	Iteration 81Q: 3 clusters Score -4.22641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247937 members 
Mstep: Class 2 contains 101485 members 
Entering Unmasked Estep 
Score: -42264084.000000 Penalty: 6330.961426
	Iteration 82Q: 3 clusters Score -4.226408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247939 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -42264080.000000 Penalty: 6330.961426
	Iteration 83Q: 3 clusters Score -4.226408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247941 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -42264080.000000 Penalty: 6330.961426
	Iteration 84Q: 3 clusters Score -4.226408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247942 members 
Mstep: Class 2 contains 101480 members 
Entering Unmasked Estep 
Score: -42264044.000000 Penalty: 6330.961426
	Iteration 85Q: 3 clusters Score -4.226404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247945 members 
Mstep: Class 2 contains 101477 members 
Entering Unmasked Estep 
Score: -42264056.000000 Penalty: 6330.961426
	Iteration 86Q: 3 clusters Score -4.226406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247948 members 
Mstep: Class 2 contains 101474 members 
Entering Unmasked Estep 
Score: -42264068.000000 Penalty: 6330.961426
	Iteration 87Q: 3 clusters Score -4.226407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247950 members 
Mstep: Class 2 contains 101472 members 
Entering Unmasked Estep 
Score: -42264068.000000 Penalty: 6330.961426
	Iteration 88Q: 3 clusters Score -4.226407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247954 members 
Mstep: Class 2 contains 101468 members 
Entering Unmasked Estep 
Score: -42264048.000000 Penalty: 6330.961426
	Iteration 89Q: 3 clusters Score -4.226405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247958 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -42264040.000000 Penalty: 6330.961426
	Iteration 90Q: 3 clusters Score -4.226404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247961 members 
Mstep: Class 2 contains 101461 members 
Entering Unmasked Estep 
Score: -42264052.000000 Penalty: 6330.961426
	Iteration 91Q: 3 clusters Score -4.226405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247966 members 
Mstep: Class 2 contains 101456 members 
Entering Unmasked Estep 
Score: -42264024.000000 Penalty: 6330.961426
	Iteration 92Q: 3 clusters Score -4.226402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247969 members 
Mstep: Class 2 contains 101453 members 
Entering Unmasked Estep 
Score: -42264044.000000 Penalty: 6330.961426
	Iteration 93Q: 3 clusters Score -4.226404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247971 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -42264064.000000 Penalty: 6330.961426
	Iteration 94Q: 3 clusters Score -4.226406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247973 members 
Mstep: Class 2 contains 101449 members 
Entering Unmasked Estep 
Score: -42264056.000000 Penalty: 6330.961426
	Iteration 95Q: 3 clusters Score -4.226406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247976 members 
Mstep: Class 2 contains 101446 members 
Entering Unmasked Estep 
Score: -42264056.000000 Penalty: 6330.961426
	Iteration 96Q: 3 clusters Score -4.226406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247977 members 
Mstep: Class 2 contains 101445 members 
Entering Unmasked Estep 
Score: -42264064.000000 Penalty: 6330.961426
	Iteration 97Q: 3 clusters Score -4.226406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247978 members 
Mstep: Class 2 contains 101444 members 
Entering Unmasked Estep 
Score: -42264052.000000 Penalty: 6330.961426
	Iteration 98Q: 3 clusters Score -4.226405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247979 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -42264044.000000 Penalty: 6330.961426
	Iteration 99Q: 3 clusters Score -4.226404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247979 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -42264044.000000 Penalty: 6330.961426
	Iteration 100F: 3 clusters Score -4.226404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 247979 members 
Mstep: Class 12 contains 32514 members 
Mstep: Class 13 contains 92091 members 
Mstep: Class 14 contains 58049 members 
Mstep: Class 15 contains 54502 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 14022 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 52042 members 
Mstep: Class 28 contains 6963 members 
Mstep: Class 29 contains 101443 members 
Entering Unmasked Estep 
Score: -154024944.000000 Penalty: 101320.539062
Splitting cluster 11 changes total score from -153678640.000000 to -154024944.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (32514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Entering Unmasked Estep 
Score: -3677030.250000 Penalty: 2576.577637
	Iteration 0F: 2 clusters Score -3677030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3654900.250000 Penalty: 5153.155273
	Iteration 0F: 3 clusters Score -3654900 nChanged 14946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3666613.250000 Penalty: 5153.155273
	Iteration 1F: 3 clusters Score -3666613 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3678033.250000 Penalty: 5153.155273
	Iteration 2F: 3 clusters Score -3678033 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -3693497.500000 Penalty: 5153.155273
	Iteration 3F: 3 clusters Score -3693498 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3703560.500000 Penalty: 5153.155273
	Iteration 4F: 3 clusters Score -3703560 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -3707738.250000 Penalty: 5153.155273
	Iteration 5F: 3 clusters Score -3707738 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -3709455.000000 Penalty: 5153.155273
	Iteration 6Q: 3 clusters Score -3709455 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -3710582.750000 Penalty: 5153.155273
	Iteration 7Q: 3 clusters Score -3710583 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3711457.250000 Penalty: 5153.155273
	Iteration 8Q: 3 clusters Score -3711457 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3712051.000000 Penalty: 5153.155273
	Iteration 9Q: 3 clusters Score -3712051 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3712393.750000 Penalty: 5153.155273
	Iteration 10Q: 3 clusters Score -3712394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3712548.750000 Penalty: 5153.155273
	Iteration 11Q: 3 clusters Score -3712549 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3712642.250000 Penalty: 5153.155273
	Iteration 12Q: 3 clusters Score -3712642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3712703.000000 Penalty: 5153.155273
	Iteration 13Q: 3 clusters Score -3712703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3712723.750000 Penalty: 5153.155273
	Iteration 14Q: 3 clusters Score -3712724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3712734.000000 Penalty: 5153.155273
	Iteration 15Q: 3 clusters Score -3712734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3712739.250000 Penalty: 5153.155273
	Iteration 16Q: 3 clusters Score -3712739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3712742.750000 Penalty: 5153.155273
	Iteration 17F: 3 clusters Score -3712743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3712749.250000 Penalty: 5153.155273
	Iteration 18Q: 3 clusters Score -3712749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3712744.250000 Penalty: 5153.155273
	Iteration 19Q: 3 clusters Score -3712744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -3712747.500000 Penalty: 5153.155273
	Iteration 20F: 3 clusters Score -3712748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3712741.000000 Penalty: 5153.155273
	Iteration 21Q: 3 clusters Score -3712741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3712741.000000 Penalty: 5153.155273
	Iteration 22F: 3 clusters Score -3712741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 247979 members 
Mstep: Class 12 contains 28348 members 
Mstep: Class 13 contains 92091 members 
Mstep: Class 14 contains 58049 members 
Mstep: Class 15 contains 54502 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 14022 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 52042 members 
Mstep: Class 28 contains 6963 members 
Mstep: Class 29 contains 101443 members 
Mstep: Class 30 contains 4166 members 
Entering Unmasked Estep 
Score: -154056576.000000 Penalty: 104814.351562
Splitting cluster 12 changes total score from -153678640.000000 to -154056576.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (92091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Entering Unmasked Estep 
Score: -10981125.000000 Penalty: 2834.771973
	Iteration 0F: 2 clusters Score -1.098112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -10919444.000000 Penalty: 5669.543945
	Iteration 0F: 3 clusters Score -1.091944e+07 nChanged 43515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -10946698.000000 Penalty: 5669.543945
	Iteration 1F: 3 clusters Score -1.09467e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -10950315.000000 Penalty: 5669.543945
	Iteration 2F: 3 clusters Score -1.095032e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -10956063.000000 Penalty: 5669.543945
	Iteration 3F: 3 clusters Score -1.095606e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 55463 members 
Entering Unmasked Estep 
Score: -10962659.000000 Penalty: 5669.543945
	Iteration 4F: 3 clusters Score -1.096266e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -10968207.000000 Penalty: 5669.543945
	Iteration 5F: 3 clusters Score -1.096821e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -10972065.000000 Penalty: 5669.543945
	Iteration 6F: 3 clusters Score -1.097206e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -10974560.000000 Penalty: 5669.543945
	Iteration 7Q: 3 clusters Score -1.097456e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -10976011.000000 Penalty: 5669.543945
	Iteration 8Q: 3 clusters Score -1.097601e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -10976882.000000 Penalty: 5669.543945
	Iteration 9Q: 3 clusters Score -1.097688e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -10977464.000000 Penalty: 5669.543945
	Iteration 10Q: 3 clusters Score -1.097746e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -10978053.000000 Penalty: 5669.543945
	Iteration 11Q: 3 clusters Score -1.097805e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -10978615.000000 Penalty: 5669.543945
	Iteration 12Q: 3 clusters Score -1.097862e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -10979254.000000 Penalty: 5669.543945
	Iteration 13Q: 3 clusters Score -1.097925e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -10979802.000000 Penalty: 5669.543945
	Iteration 14Q: 3 clusters Score -1.09798e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 73006 members 
Entering Unmasked Estep 
Score: -10980253.000000 Penalty: 5669.543945
	Iteration 15Q: 3 clusters Score -1.098025e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 74155 members 
Entering Unmasked Estep 
Score: -10980721.000000 Penalty: 5669.543945
	Iteration 16Q: 3 clusters Score -1.098072e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -10981161.000000 Penalty: 5669.543945
	Iteration 17Q: 3 clusters Score -1.098116e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -10981611.000000 Penalty: 5669.543945
	Iteration 18Q: 3 clusters Score -1.098161e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -10982043.000000 Penalty: 5669.543945
	Iteration 19Q: 3 clusters Score -1.098204e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 77892 members 
Entering Unmasked Estep 
Score: -10982356.000000 Penalty: 5669.543945
	Iteration 20F: 3 clusters Score -1.098236e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 78671 members 
Entering Unmasked Estep 
Score: -10982745.000000 Penalty: 5669.543945
	Iteration 21Q: 3 clusters Score -1.098274e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -10983076.000000 Penalty: 5669.543945
	Iteration 22Q: 3 clusters Score -1.098308e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 80030 members 
Entering Unmasked Estep 
Score: -10983382.000000 Penalty: 5669.543945
	Iteration 23Q: 3 clusters Score -1.098338e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -10983653.000000 Penalty: 5669.543945
	Iteration 24Q: 3 clusters Score -1.098365e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 81146 members 
Entering Unmasked Estep 
Score: -10983915.000000 Penalty: 5669.543945
	Iteration 25Q: 3 clusters Score -1.098392e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -10984125.000000 Penalty: 5669.543945
	Iteration 26Q: 3 clusters Score -1.098412e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -10984271.000000 Penalty: 5669.543945
	Iteration 27Q: 3 clusters Score -1.098427e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -10984364.000000 Penalty: 5669.543945
	Iteration 28Q: 3 clusters Score -1.098436e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -10984470.000000 Penalty: 5669.543945
	Iteration 29Q: 3 clusters Score -1.098447e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -10984540.000000 Penalty: 5669.543945
	Iteration 30Q: 3 clusters Score -1.098454e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 83208 members 
Entering Unmasked Estep 
Score: -10984573.000000 Penalty: 5669.543945
	Iteration 31Q: 3 clusters Score -1.098457e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 83471 members 
Entering Unmasked Estep 
Score: -10984672.000000 Penalty: 5669.543945
	Iteration 32Q: 3 clusters Score -1.098467e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -10984758.000000 Penalty: 5669.543945
	Iteration 33Q: 3 clusters Score -1.098476e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 83995 members 
Entering Unmasked Estep 
Score: -10984847.000000 Penalty: 5669.543945
	Iteration 34Q: 3 clusters Score -1.098485e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 84212 members 
Entering Unmasked Estep 
Score: -10984914.000000 Penalty: 5669.543945
	Iteration 35Q: 3 clusters Score -1.098491e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 84415 members 
Entering Unmasked Estep 
Score: -10984973.000000 Penalty: 5669.543945
	Iteration 36Q: 3 clusters Score -1.098497e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -10985025.000000 Penalty: 5669.543945
	Iteration 37Q: 3 clusters Score -1.098502e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -10985076.000000 Penalty: 5669.543945
	Iteration 38Q: 3 clusters Score -1.098508e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -10985109.000000 Penalty: 5669.543945
	Iteration 39Q: 3 clusters Score -1.098511e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -10985105.000000 Penalty: 5669.543945
	Iteration 40F: 3 clusters Score -1.09851e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 85227 members 
Entering Unmasked Estep 
Score: -10985109.000000 Penalty: 5669.543945
	Iteration 41Q: 3 clusters Score -1.098511e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 85312 members 
Entering Unmasked Estep 
Score: -10985111.000000 Penalty: 5669.543945
	Iteration 42Q: 3 clusters Score -1.098511e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -10985148.000000 Penalty: 5669.543945
	Iteration 43Q: 3 clusters Score -1.098515e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -10985165.000000 Penalty: 5669.543945
	Iteration 44Q: 3 clusters Score -1.098516e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -10985175.000000 Penalty: 5669.543945
	Iteration 45Q: 3 clusters Score -1.098518e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 85507 members 
Entering Unmasked Estep 
Score: -10985165.000000 Penalty: 5669.543945
	Iteration 46Q: 3 clusters Score -1.098516e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -10985182.000000 Penalty: 5669.543945
	Iteration 47Q: 3 clusters Score -1.098518e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 85561 members 
Entering Unmasked Estep 
Score: -10985176.000000 Penalty: 5669.543945
	Iteration 48Q: 3 clusters Score -1.098518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 85582 members 
Entering Unmasked Estep 
Score: -10985166.000000 Penalty: 5669.543945
	Iteration 49Q: 3 clusters Score -1.098517e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 85595 members 
Entering Unmasked Estep 
Score: -10985176.000000 Penalty: 5669.543945
	Iteration 50Q: 3 clusters Score -1.098518e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 85598 members 
Entering Unmasked Estep 
Score: -10985168.000000 Penalty: 5669.543945
	Iteration 51Q: 3 clusters Score -1.098517e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -10985182.000000 Penalty: 5669.543945
	Iteration 52Q: 3 clusters Score -1.098518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -10985182.000000 Penalty: 5669.543945
	Iteration 53Q: 3 clusters Score -1.098518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 85624 members 
Entering Unmasked Estep 
Score: -10985189.000000 Penalty: 5669.543945
	Iteration 54Q: 3 clusters Score -1.098519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 85633 members 
Entering Unmasked Estep 
Score: -10985184.000000 Penalty: 5669.543945
	Iteration 55Q: 3 clusters Score -1.098518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -10985181.000000 Penalty: 5669.543945
	Iteration 56Q: 3 clusters Score -1.098518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 85651 members 
Entering Unmasked Estep 
Score: -10985174.000000 Penalty: 5669.543945
	Iteration 57Q: 3 clusters Score -1.098517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -10985171.000000 Penalty: 5669.543945
	Iteration 58Q: 3 clusters Score -1.098517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -10985172.000000 Penalty: 5669.543945
	Iteration 59Q: 3 clusters Score -1.098517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -10985175.000000 Penalty: 5669.543945
	Iteration 60F: 3 clusters Score -1.098518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 247979 members 
Mstep: Class 12 contains 28348 members 
Mstep: Class 13 contains 6437 members 
Mstep: Class 14 contains 58049 members 
Mstep: Class 15 contains 54502 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 14022 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 52042 members 
Mstep: Class 28 contains 6963 members 
Mstep: Class 29 contains 101443 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 85654 members 
Entering Unmasked Estep 
Score: -154060288.000000 Penalty: 108308.164062
Splitting cluster 13 changes total score from -153678640.000000 to -154060288.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (58049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Entering Unmasked Estep 
Score: -6291006.000000 Penalty: 2720.322510
	Iteration 0F: 2 clusters Score -6291006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -6252023.000000 Penalty: 5440.645020
	Iteration 0F: 3 clusters Score -6252023 nChanged 27070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -6273537.500000 Penalty: 5440.645020
	Iteration 1F: 3 clusters Score -6273538 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -6282308.000000 Penalty: 5440.645020
	Iteration 2F: 3 clusters Score -6282308 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -6289913.000000 Penalty: 5440.645020
	Iteration 3F: 3 clusters Score -6289913 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -6296505.500000 Penalty: 5440.645020
	Iteration 4F: 3 clusters Score -6296506 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -6301595.500000 Penalty: 5440.645020
	Iteration 5F: 3 clusters Score -6301596 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -6305490.500000 Penalty: 5440.645020
	Iteration 6F: 3 clusters Score -6305490 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -6308254.000000 Penalty: 5440.645020
	Iteration 7F: 3 clusters Score -6308254 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -6309967.000000 Penalty: 5440.645020
	Iteration 8Q: 3 clusters Score -6309967 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -6311032.500000 Penalty: 5440.645020
	Iteration 9Q: 3 clusters Score -6311032 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -6311739.500000 Penalty: 5440.645020
	Iteration 10Q: 3 clusters Score -6311740 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -6312171.000000 Penalty: 5440.645020
	Iteration 11Q: 3 clusters Score -6312171 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -6312426.500000 Penalty: 5440.645020
	Iteration 12Q: 3 clusters Score -6312426 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -6312607.000000 Penalty: 5440.645020
	Iteration 13Q: 3 clusters Score -6312607 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -6312717.500000 Penalty: 5440.645020
	Iteration 14Q: 3 clusters Score -6312718 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -6312812.500000 Penalty: 5440.645020
	Iteration 15Q: 3 clusters Score -6312812 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -6312846.000000 Penalty: 5440.645020
	Iteration 16Q: 3 clusters Score -6312846 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -6312879.500000 Penalty: 5440.645020
	Iteration 17Q: 3 clusters Score -6312880 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -6312925.500000 Penalty: 5440.645020
	Iteration 18Q: 3 clusters Score -6312926 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -6312939.500000 Penalty: 5440.645020
	Iteration 19Q: 3 clusters Score -6312940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -6312975.000000 Penalty: 5440.645020
	Iteration 20F: 3 clusters Score -6312975 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -6312997.000000 Penalty: 5440.645020
	Iteration 21Q: 3 clusters Score -6312997 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -6313023.500000 Penalty: 5440.645020
	Iteration 22Q: 3 clusters Score -6313024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51636 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -6313059.000000 Penalty: 5440.645020
	Iteration 23Q: 3 clusters Score -6313059 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -6313083.500000 Penalty: 5440.645020
	Iteration 24Q: 3 clusters Score -6313084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -6313106.500000 Penalty: 5440.645020
	Iteration 25Q: 3 clusters Score -6313106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -6313126.000000 Penalty: 5440.645020
	Iteration 26Q: 3 clusters Score -6313126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -6313138.000000 Penalty: 5440.645020
	Iteration 27Q: 3 clusters Score -6313138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -6313142.500000 Penalty: 5440.645020
	Iteration 28Q: 3 clusters Score -6313142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -6313127.500000 Penalty: 5440.645020
	Iteration 29Q: 3 clusters Score -6313128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -6313144.000000 Penalty: 5440.645020
	Iteration 30Q: 3 clusters Score -6313144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -6313154.500000 Penalty: 5440.645020
	Iteration 31Q: 3 clusters Score -6313154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -6313164.000000 Penalty: 5440.645020
	Iteration 32Q: 3 clusters Score -6313164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -6313166.000000 Penalty: 5440.645020
	Iteration 33Q: 3 clusters Score -6313166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -6313174.500000 Penalty: 5440.645020
	Iteration 34Q: 3 clusters Score -6313174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -6313179.500000 Penalty: 5440.645020
	Iteration 35Q: 3 clusters Score -6313180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -6313171.500000 Penalty: 5440.645020
	Iteration 36Q: 3 clusters Score -6313172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -6313191.500000 Penalty: 5440.645020
	Iteration 37Q: 3 clusters Score -6313192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -6313225.500000 Penalty: 5440.645020
	Iteration 38Q: 3 clusters Score -6313226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -6313292.500000 Penalty: 5440.645020
	Iteration 39Q: 3 clusters Score -6313292 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -6313381.000000 Penalty: 5440.645020
	Iteration 40F: 3 clusters Score -6313381 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -6313553.000000 Penalty: 5440.645020
	Iteration 41Q: 3 clusters Score -6313553 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -6313843.000000 Penalty: 5440.645020
	Iteration 42Q: 3 clusters Score -6313843 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -6314122.500000 Penalty: 5440.645020
	Iteration 43Q: 3 clusters Score -6314122 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -6314301.000000 Penalty: 5440.645020
	Iteration 44Q: 3 clusters Score -6314301 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -6314451.000000 Penalty: 5440.645020
	Iteration 45Q: 3 clusters Score -6314451 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -6314542.500000 Penalty: 5440.645020
	Iteration 46Q: 3 clusters Score -6314542 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -6314592.000000 Penalty: 5440.645020
	Iteration 47Q: 3 clusters Score -6314592 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -6314603.000000 Penalty: 5440.645020
	Iteration 48Q: 3 clusters Score -6314603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -6314639.500000 Penalty: 5440.645020
	Iteration 49Q: 3 clusters Score -6314640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -6314632.500000 Penalty: 5440.645020
	Iteration 50Q: 3 clusters Score -6314632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -6314642.500000 Penalty: 5440.645020
	Iteration 51Q: 3 clusters Score -6314642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -6314647.500000 Penalty: 5440.645020
	Iteration 52Q: 3 clusters Score -6314648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -6314650.000000 Penalty: 5440.645020
	Iteration 53Q: 3 clusters Score -6314650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -6314651.000000 Penalty: 5440.645020
	Iteration 54Q: 3 clusters Score -6314651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -6314659.000000 Penalty: 5440.645020
	Iteration 55Q: 3 clusters Score -6314659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -6314668.500000 Penalty: 5440.645020
	Iteration 56Q: 3 clusters Score -6314668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -6314678.500000 Penalty: 5440.645020
	Iteration 57Q: 3 clusters Score -6314678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -6314680.500000 Penalty: 5440.645020
	Iteration 58Q: 3 clusters Score -6314680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -6314675.500000 Penalty: 5440.645020
	Iteration 59Q: 3 clusters Score -6314676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -6314679.500000 Penalty: 5440.645020
	Iteration 60F: 3 clusters Score -6314680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -6314680.500000 Penalty: 5440.645020
	Iteration 61Q: 3 clusters Score -6314680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -6314680.500000 Penalty: 5440.645020
	Iteration 62F: 3 clusters Score -6314680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 247979 members 
Mstep: Class 12 contains 28348 members 
Mstep: Class 13 contains 6437 members 
Mstep: Class 14 contains 53569 members 
Mstep: Class 15 contains 54502 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 14022 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 52042 members 
Mstep: Class 28 contains 6963 members 
Mstep: Class 29 contains 101443 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 85654 members 
Mstep: Class 32 contains 4480 members 
Entering Unmasked Estep 
Score: -154081616.000000 Penalty: 111801.976562
Splitting cluster 14 changes total score from -153678640.000000 to -154081616.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (54502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Entering Unmasked Estep 
Score: -6437828.500000 Penalty: 2704.686035
	Iteration 0F: 2 clusters Score -6437828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -6401220.500000 Penalty: 5409.372070
	Iteration 0F: 3 clusters Score -6401220 nChanged 25165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -6415749.000000 Penalty: 5409.372070
	Iteration 1F: 3 clusters Score -6415749 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -6417185.000000 Penalty: 5409.372070
	Iteration 2F: 3 clusters Score -6417185 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -6419273.000000 Penalty: 5409.372070
	Iteration 3F: 3 clusters Score -6419273 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -6422066.500000 Penalty: 5409.372070
	Iteration 4F: 3 clusters Score -6422066 nChanged 4213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -6425090 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -6427503.500000 Penalty: 5409.372070
	Iteration 6F: 3 clusters Score -6427504 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -6429139.000000 Penalty: 5409.372070
	Iteration 7F: 3 clusters Score -6429139 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6430251 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6431009 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -6431592.500000 Penalty: 5409.372070
	Iteration 10Q: 3 clusters Score -6431592 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6432163 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -6432635.000000 Penalty: 5409.372070
	Iteration 12Q: 3 clusters Score -6432635 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -6433056.500000 Penalty: 5409.372070
	Iteration 13Q: 3 clusters Score -6433056 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -6433507.500000 Penalty: 5409.372070
	Iteration 14Q: 3 clusters Score -6433508 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -6433866.500000 Penalty: 5409.372070
	Iteration 15Q: 3 clusters Score -6433866 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -6434208.500000 Penalty: 5409.372070
	Iteration 16Q: 3 clusters Score -6434208 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -6434582.000000 Penalty: 5409.372070
	Iteration 17Q: 3 clusters Score -6434582 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -6434965.500000 Penalty: 5409.372070
	Iteration 18Q: 3 clusters Score -6434966 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -6435425.000000 Penalty: 5409.372070
	Iteration 19Q: 3 clusters Score -6435425 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -6436116.000000 Penalty: 5409.372070
	Iteration 20F: 3 clusters Score -6436116 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -6436829.500000 Penalty: 5409.372070
	Iteration 21Q: 3 clusters Score -6436830 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -6437661.000000 Penalty: 5409.372070
	Iteration 22Q: 3 clusters Score -6437661 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -6438650.000000 Penalty: 5409.372070
	Iteration 23Q: 3 clusters Score -6438650 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -6439552.500000 Penalty: 5409.372070
	Iteration 24Q: 3 clusters Score -6439552 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -6440349.000000 Penalty: 5409.372070
	Iteration 25Q: 3 clusters Score -6440349 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -6441108.500000 Penalty: 5409.372070
	Iteration 26Q: 3 clusters Score -6441108 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -6441653.000000 Penalty: 5409.372070
	Iteration 27Q: 3 clusters Score -6441653 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -6441882.500000 Penalty: 5409.372070
	Iteration 28Q: 3 clusters Score -6441882 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -6442028.500000 Penalty: 5409.372070
	Iteration 29Q: 3 clusters Score -6442028 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6442097 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -6442175.000000 Penalty: 5409.372070
	Iteration 31Q: 3 clusters Score -6442175 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -6442204.500000 Penalty: 5409.372070
	Iteration 32Q: 3 clusters Score -6442204 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -6442234.500000 Penalty: 5409.372070
	Iteration 33Q: 3 clusters Score -6442234 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -6442260.500000 Penalty: 5409.372070
	Iteration 34Q: 3 clusters Score -6442260 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -6442281.500000 Penalty: 5409.372070
	Iteration 35Q: 3 clusters Score -6442282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -6442289.000000 Penalty: 5409.372070
	Iteration 36Q: 3 clusters Score -6442289 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -6442301.500000 Penalty: 5409.372070
	Iteration 37Q: 3 clusters Score -6442302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -6442300.000000 Penalty: 5409.372070
	Iteration 38Q: 3 clusters Score -6442300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6442300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -6442386.000000 Penalty: 5409.372070
	Iteration 40F: 3 clusters Score -6442386 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -6442413.500000 Penalty: 5409.372070
	Iteration 41Q: 3 clusters Score -6442414 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -6442422.000000 Penalty: 5409.372070
	Iteration 42Q: 3 clusters Score -6442422 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -6442446.500000 Penalty: 5409.372070
	Iteration 43Q: 3 clusters Score -6442446 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -6442482.000000 Penalty: 5409.372070
	Iteration 44Q: 3 clusters Score -6442482 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -6442513.500000 Penalty: 5409.372070
	Iteration 45Q: 3 clusters Score -6442514 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -6442540.000000 Penalty: 5409.372070
	Iteration 46Q: 3 clusters Score -6442540 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -6442547.500000 Penalty: 5409.372070
	Iteration 47Q: 3 clusters Score -6442548 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -6442563.000000 Penalty: 5409.372070
	Iteration 48Q: 3 clusters Score -6442563 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -6442595.500000 Penalty: 5409.372070
	Iteration 49Q: 3 clusters Score -6442596 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -6442608.500000 Penalty: 5409.372070
	Iteration 50Q: 3 clusters Score -6442608 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -6442645.000000 Penalty: 5409.372070
	Iteration 51Q: 3 clusters Score -6442645 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -6442684.500000 Penalty: 5409.372070
	Iteration 52Q: 3 clusters Score -6442684 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -6442715.500000 Penalty: 5409.372070
	Iteration 53Q: 3 clusters Score -6442716 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -6442716.500000 Penalty: 5409.372070
	Iteration 54Q: 3 clusters Score -6442716 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -6442748.500000 Penalty: 5409.372070
	Iteration 55Q: 3 clusters Score -6442748 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -6442744.000000 Penalty: 5409.372070
	Iteration 56Q: 3 clusters Score -6442744 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -6442758.500000 Penalty: 5409.372070
	Iteration 57Q: 3 clusters Score -6442758 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -6442761.500000 Penalty: 5409.372070
	Iteration 58Q: 3 clusters Score -6442762 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -6442767.000000 Penalty: 5409.372070
	Iteration 59Q: 3 clusters Score -6442767 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -6442739.500000 Penalty: 5409.372070
	Iteration 60F: 3 clusters Score -6442740 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -6442753.000000 Penalty: 5409.372070
	Iteration 61Q: 3 clusters Score -6442753 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -6442765.500000 Penalty: 5409.372070
	Iteration 62Q: 3 clusters Score -6442766 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -6442774.500000 Penalty: 5409.372070
	Iteration 63Q: 3 clusters Score -6442774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -6442801.000000 Penalty: 5409.372070
	Iteration 64Q: 3 clusters Score -6442801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -6442805.000000 Penalty: 5409.372070
	Iteration 65Q: 3 clusters Score -6442805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -6442818.000000 Penalty: 5409.372070
	Iteration 66Q: 3 clusters Score -6442818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -6442803.000000 Penalty: 5409.372070
	Iteration 67Q: 3 clusters Score -6442803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -6442787.500000 Penalty: 5409.372070
	Iteration 68Q: 3 clusters Score -6442788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -6442797.000000 Penalty: 5409.372070
	Iteration 69Q: 3 clusters Score -6442797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -6442794.000000 Penalty: 5409.372070
	Iteration 70Q: 3 clusters Score -6442794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -6442796.000000 Penalty: 5409.372070
	Iteration 71Q: 3 clusters Score -6442796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -6442801.500000 Penalty: 5409.372070
	Iteration 72Q: 3 clusters Score -6442802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -6442806.000000 Penalty: 5409.372070
	Iteration 73Q: 3 clusters Score -6442806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -6442798.000000 Penalty: 5409.372070
	Iteration 74Q: 3 clusters Score -6442798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -6442798.500000 Penalty: 5409.372070
	Iteration 75Q: 3 clusters Score -6442798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -6442794.500000 Penalty: 5409.372070
	Iteration 76Q: 3 clusters Score -6442794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -6442795.500000 Penalty: 5409.372070
	Iteration 77Q: 3 clusters Score -6442796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -6442797.000000 Penalty: 5409.372070
	Iteration 78Q: 3 clusters Score -6442797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -6442799.500000 Penalty: 5409.372070
	Iteration 79Q: 3 clusters Score -6442800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -6442803.500000 Penalty: 5409.372070
	Iteration 80F: 3 clusters Score -6442804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -6442803.000000 Penalty: 5409.372070
	Iteration 81Q: 3 clusters Score -6442803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -6442799.000000 Penalty: 5409.372070
	Iteration 82Q: 3 clusters Score -6442799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -6442799.000000 Penalty: 5409.372070
	Iteration 83F: 3 clusters Score -6442799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 247979 members 
Mstep: Class 12 contains 28348 members 
Mstep: Class 13 contains 6437 members 
Mstep: Class 14 contains 53569 members 
Mstep: Class 15 contains 10198 members 
Mstep: Class 16 contains 80003 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 14022 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 52042 members 
Mstep: Class 28 contains 6963 members 
Mstep: Class 29 contains 101443 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 85654 members 
Mstep: Class 32 contains 4480 members 
Mstep: Class 33 contains 44304 members 
Entering Unmasked Estep 
Score: -154085856.000000 Penalty: 115295.789062
Splitting cluster 15 changes total score from -153678640.000000 to -154085856.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (80003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Entering Unmasked Estep 
Score: -9416811.000000 Penalty: 2799.875244
	Iteration 0F: 2 clusters Score -9416811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -9363352.000000 Penalty: 5599.750488
	Iteration 0F: 3 clusters Score -9363352 nChanged 37668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -9385586.000000 Penalty: 5599.750488
	Iteration 1F: 3 clusters Score -9385586 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -9388760.000000 Penalty: 5599.750488
	Iteration 2F: 3 clusters Score -9388760 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -9395338.000000 Penalty: 5599.750488
	Iteration 3F: 3 clusters Score -9395338 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -9408334.000000 Penalty: 5599.750488
	Iteration 4F: 3 clusters Score -9408334 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -9424052.000000 Penalty: 5599.750488
	Iteration 5F: 3 clusters Score -9424052 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -9432144.000000 Penalty: 5599.750488
	Iteration 6F: 3 clusters Score -9432144 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -9435834.000000 Penalty: 5599.750488
	Iteration 7F: 3 clusters Score -9435834 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -9437773.000000 Penalty: 5599.750488
	Iteration 8Q: 3 clusters Score -9437773 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -9439024.000000 Penalty: 5599.750488
	Iteration 9Q: 3 clusters Score -9439024 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -9440003.000000 Penalty: 5599.750488
	Iteration 10Q: 3 clusters Score -9440003 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -9440741.000000 Penalty: 5599.750488
	Iteration 11Q: 3 clusters Score -9440741 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -9441173.000000 Penalty: 5599.750488
	Iteration 12Q: 3 clusters Score -9441173 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -9441484.000000 Penalty: 5599.750488
	Iteration 13Q: 3 clusters Score -9441484 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -9441704.000000 Penalty: 5599.750488
	Iteration 14Q: 3 clusters Score -9441704 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -9441869.000000 Penalty: 5599.750488
	Iteration 15Q: 3 clusters Score -9441869 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -9441974.000000 Penalty: 5599.750488
	Iteration 16Q: 3 clusters Score -9441974 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
Score: -9442039.000000 Penalty: 5599.750488
	Iteration 17Q: 3 clusters Score -9442039 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -9442021.000000 Penalty: 5599.750488
	Iteration 18Q: 3 clusters Score -9442021 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -9442040.000000 Penalty: 5599.750488
	Iteration 19Q: 3 clusters Score -9442040 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -9442082.000000 Penalty: 5599.750488
	Iteration 20F: 3 clusters Score -9442082 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -9442066.000000 Penalty: 5599.750488
	Iteration 21Q: 3 clusters Score -9442066 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -9442090.000000 Penalty: 5599.750488
	Iteration 22Q: 3 clusters Score -9442090 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -9442079.000000 Penalty: 5599.750488
	Iteration 23Q: 3 clusters Score -9442079 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -9442101.000000 Penalty: 5599.750488
	Iteration 24Q: 3 clusters Score -9442101 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -9442116.000000 Penalty: 5599.750488
	Iteration 25Q: 3 clusters Score -9442116 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -9442139.000000 Penalty: 5599.750488
	Iteration 26Q: 3 clusters Score -9442139 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -9442134.000000 Penalty: 5599.750488
	Iteration 27Q: 3 clusters Score -9442134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -9442137.000000 Penalty: 5599.750488
	Iteration 28Q: 3 clusters Score -9442137 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 61455 members 
Entering Unmasked Estep 
Score: -9442158.000000 Penalty: 5599.750488
	Iteration 29Q: 3 clusters Score -9442158 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -9442154.000000 Penalty: 5599.750488
	Iteration 30Q: 3 clusters Score -9442154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -9442169.000000 Penalty: 5599.750488
	Iteration 31Q: 3 clusters Score -9442169 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -9442183.000000 Penalty: 5599.750488
	Iteration 32Q: 3 clusters Score -9442183 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -9442195.000000 Penalty: 5599.750488
	Iteration 33Q: 3 clusters Score -9442195 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -9442182.000000 Penalty: 5599.750488
	Iteration 34Q: 3 clusters Score -9442182 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -9442201.000000 Penalty: 5599.750488
	Iteration 35Q: 3 clusters Score -9442201 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 62174 members 
Entering Unmasked Estep 
Score: -9442251.000000 Penalty: 5599.750488
	Iteration 36Q: 3 clusters Score -9442251 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -9442322.000000 Penalty: 5599.750488
	Iteration 37Q: 3 clusters Score -9442322 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 62540 members 
Entering Unmasked Estep 
Score: -9442422.000000 Penalty: 5599.750488
	Iteration 38Q: 3 clusters Score -9442422 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -9442583.000000 Penalty: 5599.750488
	Iteration 39Q: 3 clusters Score -9442583 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 63014 members 
Entering Unmasked Estep 
Score: -9442804.000000 Penalty: 5599.750488
	Iteration 40F: 3 clusters Score -9442804 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -9442982.000000 Penalty: 5599.750488
	Iteration 41Q: 3 clusters Score -9442982 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -9443170.000000 Penalty: 5599.750488
	Iteration 42Q: 3 clusters Score -9443170 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 63731 members 
Entering Unmasked Estep 
Score: -9443220.000000 Penalty: 5599.750488
	Iteration 43Q: 3 clusters Score -9443220 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -9443268.000000 Penalty: 5599.750488
	Iteration 44Q: 3 clusters Score -9443268 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -9443279.000000 Penalty: 5599.750488
	Iteration 45Q: 3 clusters Score -9443279 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -9443310.000000 Penalty: 5599.750488
	Iteration 46Q: 3 clusters Score -9443310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -9443304.000000 Penalty: 5599.750488
	Iteration 47Q: 3 clusters Score -9443304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -9443327.000000 Penalty: 5599.750488
	Iteration 48Q: 3 clusters Score -9443327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -9443326.000000 Penalty: 5599.750488
	Iteration 49Q: 3 clusters Score -9443326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -9443322.000000 Penalty: 5599.750488
	Iteration 50Q: 3 clusters Score -9443322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -9443332.000000 Penalty: 5599.750488
	Iteration 51Q: 3 clusters Score -9443332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -9443330.000000 Penalty: 5599.750488
	Iteration 52Q: 3 clusters Score -9443330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -9443335.000000 Penalty: 5599.750488
	Iteration 53Q: 3 clusters Score -9443335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -9443341.000000 Penalty: 5599.750488
	Iteration 54Q: 3 clusters Score -9443341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -9443337.000000 Penalty: 5599.750488
	Iteration 55Q: 3 clusters Score -9443337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -9443337.000000 Penalty: 5599.750488
	Iteration 56Q: 3 clusters Score -9443337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -9443334.000000 Penalty: 5599.750488
	Iteration 57Q: 3 clusters Score -9443334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -9443338.000000 Penalty: 5599.750488
	Iteration 58Q: 3 clusters Score -9443338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -9443338.000000 Penalty: 5599.750488
	Iteration 59F: 3 clusters Score -9443338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 247979 members 
Mstep: Class 12 contains 28348 members 
Mstep: Class 13 contains 6437 members 
Mstep: Class 14 contains 53569 members 
Mstep: Class 15 contains 10198 members 
Mstep: Class 16 contains 15717 members 
Mstep: Class 17 contains 323779 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 14022 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 52042 members 
Mstep: Class 28 contains 6963 members 
Mstep: Class 29 contains 101443 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 85654 members 
Mstep: Class 32 contains 4480 members 
Mstep: Class 33 contains 44304 members 
Mstep: Class 34 contains 64286 members 
Entering Unmasked Estep 
Score: -154112688.000000 Penalty: 118789.601562
Splitting cluster 16 changes total score from -153678640.000000 to -154112688.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 17 (323779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323779 members 
Entering Unmasked Estep 
Score: -38881592.000000 Penalty: 3146.578613
	Iteration 0F: 2 clusters Score -3.888159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161808 members 
Mstep: Class 2 contains 161971 members 
Entering Unmasked Estep 
Score: -38708728.000000 Penalty: 6293.157227
	Iteration 0F: 3 clusters Score -3.870873e+07 nChanged 157326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158356 members 
Mstep: Class 2 contains 165423 members 
Entering Unmasked Estep 
Score: -38804116.000000 Penalty: 6293.157227
	Iteration 1F: 3 clusters Score -3.880412e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157299 members 
Mstep: Class 2 contains 166480 members 
Entering Unmasked Estep 
Score: -38807732.000000 Penalty: 6293.157227
	Iteration 2Q: 3 clusters Score -3.880773e+07 nChanged 14992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155915 members 
Mstep: Class 2 contains 167864 members 
Entering Unmasked Estep 
Score: -38813452.000000 Penalty: 6293.157227
	Iteration 3Q: 3 clusters Score -3.881345e+07 nChanged 18745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154920 members 
Mstep: Class 2 contains 168859 members 
Entering Unmasked Estep 
Score: -38823012.000000 Penalty: 6293.157227
	Iteration 4F: 3 clusters Score -3.882301e+07 nChanged 21656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155424 members 
Mstep: Class 2 contains 168355 members 
Entering Unmasked Estep 
Score: -38836028.000000 Penalty: 6293.157227
	Iteration 5F: 3 clusters Score -3.883603e+07 nChanged 22548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158812 members 
Mstep: Class 2 contains 164967 members 
Entering Unmasked Estep 
Score: -38849832.000000 Penalty: 6293.157227
	Iteration 6F: 3 clusters Score -3.884983e+07 nChanged 21767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164861 members 
Mstep: Class 2 contains 158918 members 
Entering Unmasked Estep 
Score: -38863936.000000 Penalty: 6293.157227
	Iteration 7F: 3 clusters Score -3.886394e+07 nChanged 19877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172462 members 
Mstep: Class 2 contains 151317 members 
Entering Unmasked Estep 
Score: -38876968.000000 Penalty: 6293.157227
	Iteration 8F: 3 clusters Score -3.887697e+07 nChanged 18660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180264 members 
Mstep: Class 2 contains 143515 members 
Entering Unmasked Estep 
Score: -38888408.000000 Penalty: 6293.157227
	Iteration 9F: 3 clusters Score -3.888841e+07 nChanged 17329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186761 members 
Mstep: Class 2 contains 137018 members 
Entering Unmasked Estep 
Score: -38896676.000000 Penalty: 6293.157227
	Iteration 10F: 3 clusters Score -3.889668e+07 nChanged 14935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190926 members 
Mstep: Class 2 contains 132853 members 
Entering Unmasked Estep 
Score: -38901740.000000 Penalty: 6293.157227
	Iteration 11Q: 3 clusters Score -3.890174e+07 nChanged 12343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192305 members 
Mstep: Class 2 contains 131474 members 
Entering Unmasked Estep 
Score: -38906332.000000 Penalty: 6293.157227
	Iteration 12Q: 3 clusters Score -3.890633e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191689 members 
Mstep: Class 2 contains 132090 members 
Entering Unmasked Estep 
Score: -38910016.000000 Penalty: 6293.157227
	Iteration 13Q: 3 clusters Score -3.891002e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189752 members 
Mstep: Class 2 contains 134027 members 
Entering Unmasked Estep 
Score: -38913376.000000 Penalty: 6293.157227
	Iteration 14Q: 3 clusters Score -3.891338e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187070 members 
Mstep: Class 2 contains 136709 members 
Entering Unmasked Estep 
Score: -38916372.000000 Penalty: 6293.157227
	Iteration 15Q: 3 clusters Score -3.891637e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184067 members 
Mstep: Class 2 contains 139712 members 
Entering Unmasked Estep 
Score: -38919276.000000 Penalty: 6293.157227
	Iteration 16Q: 3 clusters Score -3.891928e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180976 members 
Mstep: Class 2 contains 142803 members 
Entering Unmasked Estep 
Score: -38922040.000000 Penalty: 6293.157227
	Iteration 17Q: 3 clusters Score -3.892204e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177889 members 
Mstep: Class 2 contains 145890 members 
Entering Unmasked Estep 
Score: -38924640.000000 Penalty: 6293.157227
	Iteration 18Q: 3 clusters Score -3.892464e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174918 members 
Mstep: Class 2 contains 148861 members 
Entering Unmasked Estep 
Score: -38927064.000000 Penalty: 6293.157227
	Iteration 19Q: 3 clusters Score -3.892706e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171806 members 
Mstep: Class 2 contains 151973 members 
Entering Unmasked Estep 
Score: -38929032.000000 Penalty: 6293.157227
	Iteration 20F: 3 clusters Score -3.892903e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168679 members 
Mstep: Class 2 contains 155100 members 
Entering Unmasked Estep 
Score: -38931196.000000 Penalty: 6293.157227
	Iteration 21Q: 3 clusters Score -3.89312e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165617 members 
Mstep: Class 2 contains 158162 members 
Entering Unmasked Estep 
Score: -38932732.000000 Penalty: 6293.157227
	Iteration 22Q: 3 clusters Score -3.893273e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162648 members 
Mstep: Class 2 contains 161131 members 
Entering Unmasked Estep 
Score: -38933796.000000 Penalty: 6293.157227
	Iteration 23Q: 3 clusters Score -3.89338e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159936 members 
Mstep: Class 2 contains 163843 members 
Entering Unmasked Estep 
Score: -38934644.000000 Penalty: 6293.157227
	Iteration 24Q: 3 clusters Score -3.893464e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157519 members 
Mstep: Class 2 contains 166260 members 
Entering Unmasked Estep 
Score: -38934924.000000 Penalty: 6293.157227
	Iteration 25Q: 3 clusters Score -3.893492e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155462 members 
Mstep: Class 2 contains 168317 members 
Entering Unmasked Estep 
Score: -38934752.000000 Penalty: 6293.157227
	Iteration 26Q: 3 clusters Score -3.893475e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153701 members 
Mstep: Class 2 contains 170078 members 
Entering Unmasked Estep 
Score: -38934496.000000 Penalty: 6293.157227
	Iteration 27Q: 3 clusters Score -3.89345e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152197 members 
Mstep: Class 2 contains 171582 members 
Entering Unmasked Estep 
Score: -38934232.000000 Penalty: 6293.157227
	Iteration 28Q: 3 clusters Score -3.893423e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150906 members 
Mstep: Class 2 contains 172873 members 
Entering Unmasked Estep 
Score: -38933624.000000 Penalty: 6293.157227
	Iteration 29Q: 3 clusters Score -3.893362e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149825 members 
Mstep: Class 2 contains 173954 members 
Entering Unmasked Estep 
Score: -38933316.000000 Penalty: 6293.157227
	Iteration 30Q: 3 clusters Score -3.893332e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148817 members 
Mstep: Class 2 contains 174962 members 
Entering Unmasked Estep 
Score: -38932860.000000 Penalty: 6293.157227
	Iteration 31Q: 3 clusters Score -3.893286e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147907 members 
Mstep: Class 2 contains 175872 members 
Entering Unmasked Estep 
Score: -38932392.000000 Penalty: 6293.157227
	Iteration 32Q: 3 clusters Score -3.893239e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147151 members 
Mstep: Class 2 contains 176628 members 
Entering Unmasked Estep 
Score: -38931880.000000 Penalty: 6293.157227
	Iteration 33Q: 3 clusters Score -3.893188e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146473 members 
Mstep: Class 2 contains 177306 members 
Entering Unmasked Estep 
Score: -38931684.000000 Penalty: 6293.157227
	Iteration 34Q: 3 clusters Score -3.893168e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145837 members 
Mstep: Class 2 contains 177942 members 
Entering Unmasked Estep 
Score: -38931476.000000 Penalty: 6293.157227
	Iteration 35Q: 3 clusters Score -3.893148e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145252 members 
Mstep: Class 2 contains 178527 members 
Entering Unmasked Estep 
Score: -38931300.000000 Penalty: 6293.157227
	Iteration 36Q: 3 clusters Score -3.89313e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144709 members 
Mstep: Class 2 contains 179070 members 
Entering Unmasked Estep 
Score: -38931236.000000 Penalty: 6293.157227
	Iteration 37Q: 3 clusters Score -3.893124e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144252 members 
Mstep: Class 2 contains 179527 members 
Entering Unmasked Estep 
Score: -38931184.000000 Penalty: 6293.157227
	Iteration 38Q: 3 clusters Score -3.893118e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143828 members 
Mstep: Class 2 contains 179951 members 
Entering Unmasked Estep 
Score: -38931088.000000 Penalty: 6293.157227
	Iteration 39Q: 3 clusters Score -3.893109e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143459 members 
Mstep: Class 2 contains 180320 members 
Entering Unmasked Estep 
Score: -38931020.000000 Penalty: 6293.157227
	Iteration 40F: 3 clusters Score -3.893102e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143098 members 
Mstep: Class 2 contains 180681 members 
Entering Unmasked Estep 
Score: -38931000.000000 Penalty: 6293.157227
	Iteration 41Q: 3 clusters Score -3.8931e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142767 members 
Mstep: Class 2 contains 181012 members 
Entering Unmasked Estep 
Score: -38930908.000000 Penalty: 6293.157227
	Iteration 42Q: 3 clusters Score -3.893091e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142471 members 
Mstep: Class 2 contains 181308 members 
Entering Unmasked Estep 
Score: -38930804.000000 Penalty: 6293.157227
	Iteration 43Q: 3 clusters Score -3.89308e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142195 members 
Mstep: Class 2 contains 181584 members 
Entering Unmasked Estep 
Score: -38930760.000000 Penalty: 6293.157227
	Iteration 44Q: 3 clusters Score -3.893076e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141959 members 
Mstep: Class 2 contains 181820 members 
Entering Unmasked Estep 
Score: -38930716.000000 Penalty: 6293.157227
	Iteration 45Q: 3 clusters Score -3.893072e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141728 members 
Mstep: Class 2 contains 182051 members 
Entering Unmasked Estep 
Score: -38930676.000000 Penalty: 6293.157227
	Iteration 46Q: 3 clusters Score -3.893068e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141515 members 
Mstep: Class 2 contains 182264 members 
Entering Unmasked Estep 
Score: -38930608.000000 Penalty: 6293.157227
	Iteration 47Q: 3 clusters Score -3.893061e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141305 members 
Mstep: Class 2 contains 182474 members 
Entering Unmasked Estep 
Score: -38930608.000000 Penalty: 6293.157227
	Iteration 48Q: 3 clusters Score -3.893061e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141118 members 
Mstep: Class 2 contains 182661 members 
Entering Unmasked Estep 
Score: -38930628.000000 Penalty: 6293.157227
	Iteration 49Q: 3 clusters Score -3.893063e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140943 members 
Mstep: Class 2 contains 182836 members 
Entering Unmasked Estep 
Score: -38930580.000000 Penalty: 6293.157227
	Iteration 50Q: 3 clusters Score -3.893058e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140796 members 
Mstep: Class 2 contains 182983 members 
Entering Unmasked Estep 
Score: -38930596.000000 Penalty: 6293.157227
	Iteration 51Q: 3 clusters Score -3.89306e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140675 members 
Mstep: Class 2 contains 183104 members 
Entering Unmasked Estep 
Score: -38930560.000000 Penalty: 6293.157227
	Iteration 52Q: 3 clusters Score -3.893056e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140578 members 
Mstep: Class 2 contains 183201 members 
Entering Unmasked Estep 
Score: -38930500.000000 Penalty: 6293.157227
	Iteration 53Q: 3 clusters Score -3.89305e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140487 members 
Mstep: Class 2 contains 183292 members 
Entering Unmasked Estep 
Score: -38930444.000000 Penalty: 6293.157227
	Iteration 54Q: 3 clusters Score -3.893044e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140402 members 
Mstep: Class 2 contains 183377 members 
Entering Unmasked Estep 
Score: -38930432.000000 Penalty: 6293.157227
	Iteration 55Q: 3 clusters Score -3.893043e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140325 members 
Mstep: Class 2 contains 183454 members 
Entering Unmasked Estep 
Score: -38930408.000000 Penalty: 6293.157227
	Iteration 56Q: 3 clusters Score -3.893041e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140255 members 
Mstep: Class 2 contains 183524 members 
Entering Unmasked Estep 
Score: -38930380.000000 Penalty: 6293.157227
	Iteration 57Q: 3 clusters Score -3.893038e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140170 members 
Mstep: Class 2 contains 183609 members 
Entering Unmasked Estep 
Score: -38930388.000000 Penalty: 6293.157227
	Iteration 58Q: 3 clusters Score -3.893039e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140083 members 
Mstep: Class 2 contains 183696 members 
Entering Unmasked Estep 
Score: -38930368.000000 Penalty: 6293.157227
	Iteration 59Q: 3 clusters Score -3.893037e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139991 members 
Mstep: Class 2 contains 183788 members 
Entering Unmasked Estep 
Score: -38930388.000000 Penalty: 6293.157227
	Iteration 60F: 3 clusters Score -3.893039e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139918 members 
Mstep: Class 2 contains 183861 members 
Entering Unmasked Estep 
Score: -38930372.000000 Penalty: 6293.157227
	Iteration 61Q: 3 clusters Score -3.893037e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139849 members 
Mstep: Class 2 contains 183930 members 
Entering Unmasked Estep 
Score: -38930316.000000 Penalty: 6293.157227
	Iteration 62Q: 3 clusters Score -3.893032e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139787 members 
Mstep: Class 2 contains 183992 members 
Entering Unmasked Estep 
Score: -38930324.000000 Penalty: 6293.157227
	Iteration 63Q: 3 clusters Score -3.893032e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139728 members 
Mstep: Class 2 contains 184051 members 
Entering Unmasked Estep 
Score: -38930308.000000 Penalty: 6293.157227
	Iteration 64Q: 3 clusters Score -3.893031e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139681 members 
Mstep: Class 2 contains 184098 members 
Entering Unmasked Estep 
Score: -38930300.000000 Penalty: 6293.157227
	Iteration 65Q: 3 clusters Score -3.89303e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139644 members 
Mstep: Class 2 contains 184135 members 
Entering Unmasked Estep 
Score: -38930300.000000 Penalty: 6293.157227
	Iteration 66Q: 3 clusters Score -3.89303e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139605 members 
Mstep: Class 2 contains 184174 members 
Entering Unmasked Estep 
Score: -38930328.000000 Penalty: 6293.157227
	Iteration 67Q: 3 clusters Score -3.893033e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139566 members 
Mstep: Class 2 contains 184213 members 
Entering Unmasked Estep 
Score: -38930312.000000 Penalty: 6293.157227
	Iteration 68Q: 3 clusters Score -3.893031e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139529 members 
Mstep: Class 2 contains 184250 members 
Entering Unmasked Estep 
Score: -38930308.000000 Penalty: 6293.157227
	Iteration 69Q: 3 clusters Score -3.893031e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139495 members 
Mstep: Class 2 contains 184284 members 
Entering Unmasked Estep 
Score: -38930316.000000 Penalty: 6293.157227
	Iteration 70Q: 3 clusters Score -3.893032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139469 members 
Mstep: Class 2 contains 184310 members 
Entering Unmasked Estep 
Score: -38930304.000000 Penalty: 6293.157227
	Iteration 71Q: 3 clusters Score -3.89303e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139446 members 
Mstep: Class 2 contains 184333 members 
Entering Unmasked Estep 
Score: -38930280.000000 Penalty: 6293.157227
	Iteration 72Q: 3 clusters Score -3.893028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139431 members 
Mstep: Class 2 contains 184348 members 
Entering Unmasked Estep 
Score: -38930284.000000 Penalty: 6293.157227
	Iteration 73Q: 3 clusters Score -3.893028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139417 members 
Mstep: Class 2 contains 184362 members 
Entering Unmasked Estep 
Score: -38930296.000000 Penalty: 6293.157227
	Iteration 74Q: 3 clusters Score -3.89303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139406 members 
Mstep: Class 2 contains 184373 members 
Entering Unmasked Estep 
Score: -38930284.000000 Penalty: 6293.157227
	Iteration 75Q: 3 clusters Score -3.893028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139397 members 
Mstep: Class 2 contains 184382 members 
Entering Unmasked Estep 
Score: -38930284.000000 Penalty: 6293.157227
	Iteration 76Q: 3 clusters Score -3.893028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139387 members 
Mstep: Class 2 contains 184392 members 
Entering Unmasked Estep 
Score: -38930284.000000 Penalty: 6293.157227
	Iteration 77Q: 3 clusters Score -3.893028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139375 members 
Mstep: Class 2 contains 184404 members 
Entering Unmasked Estep 
Score: -38930292.000000 Penalty: 6293.157227
	Iteration 78Q: 3 clusters Score -3.893029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139361 members 
Mstep: Class 2 contains 184418 members 
Entering Unmasked Estep 
Score: -38930304.000000 Penalty: 6293.157227
	Iteration 79Q: 3 clusters Score -3.89303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139350 members 
Mstep: Class 2 contains 184429 members 
Entering Unmasked Estep 
Score: -38930276.000000 Penalty: 6293.157227
	Iteration 80F: 3 clusters Score -3.893028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139338 members 
Mstep: Class 2 contains 184441 members 
Entering Unmasked Estep 
Score: -38930292.000000 Penalty: 6293.157227
	Iteration 81Q: 3 clusters Score -3.893029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139335 members 
Mstep: Class 2 contains 184444 members 
Entering Unmasked Estep 
Score: -38930312.000000 Penalty: 6293.157227
	Iteration 82Q: 3 clusters Score -3.893031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139327 members 
Mstep: Class 2 contains 184452 members 
Entering Unmasked Estep 
Score: -38930296.000000 Penalty: 6293.157227
	Iteration 83Q: 3 clusters Score -3.89303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139322 members 
Mstep: Class 2 contains 184457 members 
Entering Unmasked Estep 
Score: -38930268.000000 Penalty: 6293.157227
	Iteration 84Q: 3 clusters Score -3.893027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139312 members 
Mstep: Class 2 contains 184467 members 
Entering Unmasked Estep 
Score: -38930264.000000 Penalty: 6293.157227
	Iteration 85Q: 3 clusters Score -3.893026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139308 members 
Mstep: Class 2 contains 184471 members 
Entering Unmasked Estep 
Score: -38930264.000000 Penalty: 6293.157227
	Iteration 86Q: 3 clusters Score -3.893026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139306 members 
Mstep: Class 2 contains 184473 members 
Entering Unmasked Estep 
Score: -38930272.000000 Penalty: 6293.157227
	Iteration 87Q: 3 clusters Score -3.893027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139305 members 
Mstep: Class 2 contains 184474 members 
Entering Unmasked Estep 
Score: -38930260.000000 Penalty: 6293.157227
	Iteration 88Q: 3 clusters Score -3.893026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139305 members 
Mstep: Class 2 contains 184474 members 
Entering Unmasked Estep 
Score: -38930260.000000 Penalty: 6293.157227
	Iteration 89F: 3 clusters Score -3.893026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 247979 members 
Mstep: Class 12 contains 28348 members 
Mstep: Class 13 contains 6437 members 
Mstep: Class 14 contains 53569 members 
Mstep: Class 15 contains 10198 members 
Mstep: Class 16 contains 15717 members 
Mstep: Class 17 contains 139305 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 14022 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 52042 members 
Mstep: Class 28 contains 6963 members 
Mstep: Class 29 contains 101443 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 85654 members 
Mstep: Class 32 contains 4480 members 
Mstep: Class 33 contains 44304 members 
Mstep: Class 34 contains 64286 members 
Mstep: Class 35 contains 184474 members 
Entering Unmasked Estep 
Score: -154167728.000000 Penalty: 122283.414062
Splitting cluster 17 changes total score from -153678640.000000 to -154167728.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (33801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Entering Unmasked Estep 
Score: -4068334.000000 Penalty: 2586.204834
	Iteration 0F: 2 clusters Score -4068334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4045486.500000 Penalty: 5172.409668
	Iteration 0F: 3 clusters Score -4045486 nChanged 15361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -4055171.750000 Penalty: 5172.409668
	Iteration 1F: 3 clusters Score -4055172 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -4057498.250000 Penalty: 5172.409668
	Iteration 2F: 3 clusters Score -4057498 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -4059900.250000 Penalty: 5172.409668
	Iteration 3F: 3 clusters Score -4059900 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -4061896.000000 Penalty: 5172.409668
	Iteration 4F: 3 clusters Score -4061896 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -4063258.250000 Penalty: 5172.409668
	Iteration 5F: 3 clusters Score -4063258 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -4064139.750000 Penalty: 5172.409668
	Iteration 6F: 3 clusters Score -4064140 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -4064778.500000 Penalty: 5172.409668
	Iteration 7Q: 3 clusters Score -4064778 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -4065179.000000 Penalty: 5172.409668
	Iteration 8Q: 3 clusters Score -4065179 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -4065436.500000 Penalty: 5172.409668
	Iteration 9Q: 3 clusters Score -4065436 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4065630.000000 Penalty: 5172.409668
	Iteration 10Q: 3 clusters Score -4065630 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -4065811.250000 Penalty: 5172.409668
	Iteration 11Q: 3 clusters Score -4065811 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4065958.000000 Penalty: 5172.409668
	Iteration 12Q: 3 clusters Score -4065958 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4066091.000000 Penalty: 5172.409668
	Iteration 13Q: 3 clusters Score -4066091 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -4066237.750000 Penalty: 5172.409668
	Iteration 14Q: 3 clusters Score -4066238 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -4066398.000000 Penalty: 5172.409668
	Iteration 15Q: 3 clusters Score -4066398 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -4066564.000000 Penalty: 5172.409668
	Iteration 16Q: 3 clusters Score -4066564 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -4066716.750000 Penalty: 5172.409668
	Iteration 17Q: 3 clusters Score -4066717 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -4066891.250000 Penalty: 5172.409668
	Iteration 18Q: 3 clusters Score -4066891 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -4067060.750000 Penalty: 5172.409668
	Iteration 19Q: 3 clusters Score -4067061 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -4067257.500000 Penalty: 5172.409668
	Iteration 20F: 3 clusters Score -4067258 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -4067435.750000 Penalty: 5172.409668
	Iteration 21Q: 3 clusters Score -4067436 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -4067574.000000 Penalty: 5172.409668
	Iteration 22Q: 3 clusters Score -4067574 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -4067693.750000 Penalty: 5172.409668
	Iteration 23Q: 3 clusters Score -4067694 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -4067823.000000 Penalty: 5172.409668
	Iteration 24Q: 3 clusters Score -4067823 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -4067914.250000 Penalty: 5172.409668
	Iteration 25Q: 3 clusters Score -4067914 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -4067993.500000 Penalty: 5172.409668
	Iteration 26Q: 3 clusters Score -4067994 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -4068055.750000 Penalty: 5172.409668
	Iteration 27Q: 3 clusters Score -4068056 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -4068113.250000 Penalty: 5172.409668
	Iteration 28Q: 3 clusters Score -4068113 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4068130.250000 Penalty: 5172.409668
	Iteration 29Q: 3 clusters Score -4068130 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -4068173.750000 Penalty: 5172.409668
	Iteration 30Q: 3 clusters Score -4068174 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -4068204.500000 Penalty: 5172.409668
	Iteration 31Q: 3 clusters Score -4068204 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -4068220.000000 Penalty: 5172.409668
	Iteration 32Q: 3 clusters Score -4068220 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -4068257.500000 Penalty: 5172.409668
	Iteration 33Q: 3 clusters Score -4068258 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -4068263.500000 Penalty: 5172.409668
	Iteration 34Q: 3 clusters Score -4068264 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4068282.000000 Penalty: 5172.409668
	Iteration 35Q: 3 clusters Score -4068282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -4068302.750000 Penalty: 5172.409668
	Iteration 36Q: 3 clusters Score -4068303 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4068312.250000 Penalty: 5172.409668
	Iteration 37Q: 3 clusters Score -4068312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -4068323.500000 Penalty: 5172.409668
	Iteration 38Q: 3 clusters Score -4068324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -4068318.750000 Penalty: 5172.409668
	Iteration 39Q: 3 clusters Score -4068319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4068318.750000 Penalty: 5172.409668
	Iteration 40F: 3 clusters Score -4068319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4068327.000000 Penalty: 5172.409668
	Iteration 41Q: 3 clusters Score -4068327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -4068328.000000 Penalty: 5172.409668
	Iteration 42Q: 3 clusters Score -4068328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -4068328.250000 Penalty: 5172.409668
	Iteration 43Q: 3 clusters Score -4068328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -4068324.250000 Penalty: 5172.409668
	Iteration 44Q: 3 clusters Score -4068324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -4068323.500000 Penalty: 5172.409668
	Iteration 45Q: 3 clusters Score -4068324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -4068328.750000 Penalty: 5172.409668
	Iteration 46Q: 3 clusters Score -4068329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -4068333.500000 Penalty: 5172.409668
	Iteration 47Q: 3 clusters Score -4068334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -4068332.750000 Penalty: 5172.409668
	Iteration 48Q: 3 clusters Score -4068333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -4068331.750000 Penalty: 5172.409668
	Iteration 49Q: 3 clusters Score -4068332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -4068326.750000 Penalty: 5172.409668
	Iteration 50Q: 3 clusters Score -4068327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -4068334.750000 Penalty: 5172.409668
	Iteration 51Q: 3 clusters Score -4068335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -4068330.500000 Penalty: 5172.409668
	Iteration 52Q: 3 clusters Score -4068330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -4068331.250000 Penalty: 5172.409668
	Iteration 53Q: 3 clusters Score -4068331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -4068340.750000 Penalty: 5172.409668
	Iteration 54Q: 3 clusters Score -4068341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -4068340.250000 Penalty: 5172.409668
	Iteration 55Q: 3 clusters Score -4068340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -4068345.000000 Penalty: 5172.409668
	Iteration 56Q: 3 clusters Score -4068345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4068346.000000 Penalty: 5172.409668
	Iteration 57Q: 3 clusters Score -4068346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4068346.000000 Penalty: 5172.409668
	Iteration 58F: 3 clusters Score -4068346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 247979 members 
Mstep: Class 12 contains 28348 members 
Mstep: Class 13 contains 6437 members 
Mstep: Class 14 contains 53569 members 
Mstep: Class 15 contains 10198 members 
Mstep: Class 16 contains 15717 members 
Mstep: Class 17 contains 139305 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 30487 members 
Mstep: Class 22 contains 7095 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 14022 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 1421 members 
Mstep: Class 27 contains 52042 members 
Mstep: Class 28 contains 6963 members 
Mstep: Class 29 contains 101443 members 
Mstep: Class 30 contains 4166 members 
Mstep: Class 31 contains 85654 members 
Mstep: Class 32 contains 4480 members 
Mstep: Class 33 contains 44304 members 
Mstep: Class 34 contains 64286 members 
Mstep: Class 35 contains 184474 members 
Mstep: Class 36 contains 30180 members 
Entering Unmasked Estep 
Score: -154167008.000000 Penalty: 125777.226562
Splitting cluster 19 changes total score from -153678640.000000 to -154167008.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 10025 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 247979 members 
Mstep: Class 12 contains 28348 members 
Mstep: Class 13 contains 6437 members 
Mstep: Class 14 contains 53569 members 
Mstep: Class 15 contains 10198 members 
Mstep: Class 16 contains 15717 members 
Mstep: Class 17 contains 139305 members 
Mstep: Class 19 contains 3621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154228224.000000 Penalty: 125777.226562
Iteration 39Q: 37 clusters Score -1.542282e+08 nChanged 57977
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 68919 members 
Mstep: Class 2 contains 12601 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 6148 members 
Mstep: Class 6 contains 21459 members 
Mstep: Class 7 contains 1729 members 
Mstep: Class 8 contains 12841 members 
Mstep: Class 9 contains 2082 members 
Mstep: Class 10 contains 8771 members 
Mstep: Class 11 contains 251980 members 
Mstep: Class 12 contains 28008 members 
Mstep: Class 13 contains 6999 members 
Mstep: Class 14 contains 59306 members 
Mstep: Class 15 contains 10340 members 
Mstep: Class 16 contains 16114 members 
Mstep: Class 17 contains 146570 members 
Mstep: Class 18 contains 20159 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 3099 members 
Mstep: Class 21 contains 30009 members 
Mstep: Class 22 contains 6803 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 13987 members 
Mstep: Class 25 contains 1221 members 
Mstep: Class 26 contains 1367 members 
Mstep: Class 27 contains 51284 members 
Mstep: Class 28 contains 6627 members 
Mstep: Class 29 contains 99748 members 
Mstep: Class 30 contains 4044 members 
Mstep: Class 31 contains 78885 members 
Mstep: Class 32 contains 4523 members 
Mstep: Class 33 contains 43154 members 
Mstep: Class 34 contains 61527 members 
Mstep: Class 35 contains 178708 members 
Mstep: Class 36 contains 30652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154275328.000000 Penalty: 125777.226562
Iteration 40F: 37 clusters Score -1.542753e+08 nChanged 38578
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 12408 members 
Mstep: Class 3 contains 11349 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 6043 members 
Mstep: Class 6 contains 20976 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 11729 members 
Mstep: Class 9 contains 2190 members 
Mstep: Class 10 contains 8675 members 
Mstep: Class 11 contains 250092 members 
Mstep: Class 12 contains 26556 members 
Mstep: Class 13 contains 7306 members 
Mstep: Class 14 contains 59457 members 
Mstep: Class 15 contains 10469 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 148194 members 
Mstep: Class 18 contains 20362 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 3103 members 
Mstep: Class 21 contains 30283 members 
Mstep: Class 22 contains 8165 members 
Mstep: Class 23 contains 6718 members 
Mstep: Class 24 contains 14565 members 
Mstep: Class 25 contains 1271 members 
Mstep: Class 26 contains 1896 members 
Mstep: Class 27 contains 51858 members 
Mstep: Class 28 contains 6606 members 
Mstep: Class 29 contains 99881 members 
Mstep: Class 30 contains 4795 members 
Mstep: Class 31 contains 75559 members 
Mstep: Class 32 contains 4621 members 
Mstep: Class 33 contains 43339 members 
Mstep: Class 34 contains 61658 members 
Mstep: Class 35 contains 178272 members 
Mstep: Class 36 contains 32006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154291184.000000 Penalty: 125777.226562
Iteration 41Q: 37 clusters Score -1.542912e+08 nChanged 18592
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 12292 members 
Mstep: Class 3 contains 11578 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 6014 members 
Mstep: Class 6 contains 20686 members 
Mstep: Class 7 contains 1968 members 
Mstep: Class 8 contains 10977 members 
Mstep: Class 9 contains 2234 members 
Mstep: Class 10 contains 8629 members 
Mstep: Class 11 contains 248691 members 
Mstep: Class 12 contains 25428 members 
Mstep: Class 13 contains 7595 members 
Mstep: Class 14 contains 60282 members 
Mstep: Class 15 contains 10635 members 
Mstep: Class 16 contains 16430 members 
Mstep: Class 17 contains 149292 members 
Mstep: Class 18 contains 20400 members 
Mstep: Class 19 contains 4270 members 
Mstep: Class 20 contains 3112 members 
Mstep: Class 21 contains 30458 members 
Mstep: Class 22 contains 8958 members 
Mstep: Class 23 contains 6696 members 
Mstep: Class 24 contains 15002 members 
Mstep: Class 25 contains 1287 members 
Mstep: Class 26 contains 2462 members 
Mstep: Class 27 contains 52102 members 
Mstep: Class 28 contains 6572 members 
Mstep: Class 29 contains 99746 members 
Mstep: Class 30 contains 5263 members 
Mstep: Class 31 contains 72898 members 
Mstep: Class 32 contains 4751 members 
Mstep: Class 33 contains 43415 members 
Mstep: Class 34 contains 61672 members 
Mstep: Class 35 contains 178121 members 
Mstep: Class 36 contains 32692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154295968.000000 Penalty: 125777.226562
Iteration 42Q: 37 clusters Score -1.54296e+08 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 11738 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 6004 members 
Mstep: Class 6 contains 20489 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 10522 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 8614 members 
Mstep: Class 11 contains 247692 members 
Mstep: Class 12 contains 24550 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 61105 members 
Mstep: Class 15 contains 10811 members 
Mstep: Class 16 contains 16637 members 
Mstep: Class 17 contains 150069 members 
Mstep: Class 18 contains 20370 members 
Mstep: Class 19 contains 4343 members 
Mstep: Class 20 contains 3105 members 
Mstep: Class 21 contains 30564 members 
Mstep: Class 22 contains 9436 members 
Mstep: Class 23 contains 6695 members 
Mstep: Class 24 contains 15390 members 
Mstep: Class 25 contains 1302 members 
Mstep: Class 26 contains 2979 members 
Mstep: Class 27 contains 52231 members 
Mstep: Class 28 contains 6552 members 
Mstep: Class 29 contains 99638 members 
Mstep: Class 30 contains 5526 members 
Mstep: Class 31 contains 70728 members 
Mstep: Class 32 contains 4881 members 
Mstep: Class 33 contains 43389 members 
Mstep: Class 34 contains 61688 members 
Mstep: Class 35 contains 178030 members 
Mstep: Class 36 contains 33099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154299344.000000 Penalty: 125777.226562
Iteration 43Q: 37 clusters Score -1.542993e+08 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 12171 members 
Mstep: Class 3 contains 11847 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 6001 members 
Mstep: Class 6 contains 20373 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 10180 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 8614 members 
Mstep: Class 11 contains 246948 members 
Mstep: Class 12 contains 23995 members 
Mstep: Class 13 contains 7943 members 
Mstep: Class 14 contains 61796 members 
Mstep: Class 15 contains 10971 members 
Mstep: Class 16 contains 16804 members 
Mstep: Class 17 contains 150647 members 
Mstep: Class 18 contains 20309 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 3102 members 
Mstep: Class 21 contains 30679 members 
Mstep: Class 22 contains 9750 members 
Mstep: Class 23 contains 6680 members 
Mstep: Class 24 contains 15809 members 
Mstep: Class 25 contains 1308 members 
Mstep: Class 26 contains 3315 members 
Mstep: Class 27 contains 52302 members 
Mstep: Class 28 contains 6543 members 
Mstep: Class 29 contains 99478 members 
Mstep: Class 30 contains 5730 members 
Mstep: Class 31 contains 68910 members 
Mstep: Class 32 contains 5029 members 
Mstep: Class 33 contains 43395 members 
Mstep: Class 34 contains 61658 members 
Mstep: Class 35 contains 177987 members 
Mstep: Class 36 contains 33346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154301648.000000 Penalty: 125777.226562
Iteration 44Q: 37 clusters Score -1.543016e+08 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69131 members 
Mstep: Class 2 contains 12129 members 
Mstep: Class 3 contains 11913 members 
Mstep: Class 4 contains 1559 members 
Mstep: Class 5 contains 6004 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 2129 members 
Mstep: Class 8 contains 9861 members 
Mstep: Class 9 contains 2437 members 
Mstep: Class 10 contains 8621 members 
Mstep: Class 11 contains 246387 members 
Mstep: Class 12 contains 23680 members 
Mstep: Class 13 contains 8042 members 
Mstep: Class 14 contains 62404 members 
Mstep: Class 15 contains 11119 members 
Mstep: Class 16 contains 16930 members 
Mstep: Class 17 contains 151027 members 
Mstep: Class 18 contains 20242 members 
Mstep: Class 19 contains 4429 members 
Mstep: Class 20 contains 3089 members 
Mstep: Class 21 contains 30809 members 
Mstep: Class 22 contains 10011 members 
Mstep: Class 23 contains 6670 members 
Mstep: Class 24 contains 16183 members 
Mstep: Class 25 contains 1315 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 52354 members 
Mstep: Class 28 contains 6532 members 
Mstep: Class 29 contains 99321 members 
Mstep: Class 30 contains 5928 members 
Mstep: Class 31 contains 67346 members 
Mstep: Class 32 contains 5174 members 
Mstep: Class 33 contains 43402 members 
Mstep: Class 34 contains 61630 members 
Mstep: Class 35 contains 177993 members 
Mstep: Class 36 contains 33494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154303536.000000 Penalty: 125777.226562
Iteration 45Q: 37 clusters Score -1.543035e+08 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 12098 members 
Mstep: Class 3 contains 11960 members 
Mstep: Class 4 contains 1563 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 6 contains 20125 members 
Mstep: Class 7 contains 2154 members 
Mstep: Class 8 contains 9559 members 
Mstep: Class 9 contains 2547 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 245937 members 
Mstep: Class 12 contains 23486 members 
Mstep: Class 13 contains 8117 members 
Mstep: Class 14 contains 63047 members 
Mstep: Class 15 contains 11245 members 
Mstep: Class 16 contains 17031 members 
Mstep: Class 17 contains 151263 members 
Mstep: Class 18 contains 20188 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 20 contains 3090 members 
Mstep: Class 21 contains 30919 members 
Mstep: Class 22 contains 10205 members 
Mstep: Class 23 contains 6659 members 
Mstep: Class 24 contains 16504 members 
Mstep: Class 25 contains 1320 members 
Mstep: Class 26 contains 3622 members 
Mstep: Class 27 contains 52382 members 
Mstep: Class 28 contains 6524 members 
Mstep: Class 29 contains 99169 members 
Mstep: Class 30 contains 6147 members 
Mstep: Class 31 contains 66036 members 
Mstep: Class 32 contains 5303 members 
Mstep: Class 33 contains 43419 members 
Mstep: Class 34 contains 61586 members 
Mstep: Class 35 contains 177967 members 
Mstep: Class 36 contains 33598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154304880.000000 Penalty: 125777.226562
Iteration 46Q: 37 clusters Score -1.543049e+08 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 12078 members 
Mstep: Class 3 contains 12001 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 6 contains 20028 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 9285 members 
Mstep: Class 9 contains 2702 members 
Mstep: Class 10 contains 8647 members 
Mstep: Class 11 contains 245610 members 
Mstep: Class 12 contains 23355 members 
Mstep: Class 13 contains 8189 members 
Mstep: Class 14 contains 63662 members 
Mstep: Class 15 contains 11374 members 
Mstep: Class 16 contains 17108 members 
Mstep: Class 17 contains 151377 members 
Mstep: Class 18 contains 20141 members 
Mstep: Class 19 contains 4446 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 31008 members 
Mstep: Class 22 contains 10362 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 16808 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 3688 members 
Mstep: Class 27 contains 52405 members 
Mstep: Class 28 contains 6520 members 
Mstep: Class 29 contains 99022 members 
Mstep: Class 30 contains 6371 members 
Mstep: Class 31 contains 64854 members 
Mstep: Class 32 contains 5365 members 
Mstep: Class 33 contains 43436 members 
Mstep: Class 34 contains 61558 members 
Mstep: Class 35 contains 177941 members 
Mstep: Class 36 contains 33662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154306048.000000 Penalty: 125777.226562
Iteration 47Q: 37 clusters Score -1.54306e+08 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 12062 members 
Mstep: Class 3 contains 12029 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6013 members 
Mstep: Class 6 contains 19946 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 9085 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 8653 members 
Mstep: Class 11 contains 245322 members 
Mstep: Class 12 contains 23296 members 
Mstep: Class 13 contains 8243 members 
Mstep: Class 14 contains 64280 members 
Mstep: Class 15 contains 11448 members 
Mstep: Class 16 contains 17163 members 
Mstep: Class 17 contains 151417 members 
Mstep: Class 18 contains 20096 members 
Mstep: Class 19 contains 4440 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 31099 members 
Mstep: Class 22 contains 10488 members 
Mstep: Class 23 contains 6656 members 
Mstep: Class 24 contains 17092 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 3710 members 
Mstep: Class 27 contains 52424 members 
Mstep: Class 28 contains 6516 members 
Mstep: Class 29 contains 98900 members 
Mstep: Class 30 contains 6535 members 
Mstep: Class 31 contains 63849 members 
Mstep: Class 32 contains 5345 members 
Mstep: Class 33 contains 43495 members 
Mstep: Class 34 contains 61554 members 
Mstep: Class 35 contains 177880 members 
Mstep: Class 36 contains 33694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154306496.000000 Penalty: 125777.226562
Iteration 48Q: 37 clusters Score -1.543065e+08 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 12049 members 
Mstep: Class 3 contains 12051 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6017 members 
Mstep: Class 6 contains 19860 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 8974 members 
Mstep: Class 9 contains 3129 members 
Mstep: Class 10 contains 8644 members 
Mstep: Class 11 contains 245044 members 
Mstep: Class 12 contains 23247 members 
Mstep: Class 13 contains 8289 members 
Mstep: Class 14 contains 64849 members 
Mstep: Class 15 contains 11498 members 
Mstep: Class 16 contains 17207 members 
Mstep: Class 17 contains 151420 members 
Mstep: Class 18 contains 20072 members 
Mstep: Class 19 contains 4439 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 31175 members 
Mstep: Class 22 contains 10615 members 
Mstep: Class 23 contains 6654 members 
Mstep: Class 24 contains 17315 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 52448 members 
Mstep: Class 28 contains 6514 members 
Mstep: Class 29 contains 98767 members 
Mstep: Class 30 contains 6617 members 
Mstep: Class 31 contains 63009 members 
Mstep: Class 32 contains 5260 members 
Mstep: Class 33 contains 43556 members 
Mstep: Class 34 contains 61573 members 
Mstep: Class 35 contains 177849 members 
Mstep: Class 36 contains 33734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154307408.000000 Penalty: 125777.226562
Iteration 49Q: 37 clusters Score -1.543074e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 12039 members 
Mstep: Class 3 contains 12062 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 19775 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 8924 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 244831 members 
Mstep: Class 12 contains 23212 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 65308 members 
Mstep: Class 15 contains 11539 members 
Mstep: Class 16 contains 17252 members 
Mstep: Class 17 contains 151381 members 
Mstep: Class 18 contains 20043 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 31235 members 
Mstep: Class 22 contains 10712 members 
Mstep: Class 23 contains 6645 members 
Mstep: Class 24 contains 17524 members 
Mstep: Class 25 contains 1349 members 
Mstep: Class 26 contains 3729 members 
Mstep: Class 27 contains 52460 members 
Mstep: Class 28 contains 6512 members 
Mstep: Class 29 contains 98698 members 
Mstep: Class 30 contains 6655 members 
Mstep: Class 31 contains 62254 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 43597 members 
Mstep: Class 34 contains 61665 members 
Mstep: Class 35 contains 177841 members 
Mstep: Class 36 contains 33758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154307792.000000 Penalty: 125777.226562
Iteration 50Q: 37 clusters Score -1.543078e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69328 members 
Mstep: Class 2 contains 12022 members 
Mstep: Class 3 contains 12078 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 6019 members 
Mstep: Class 6 contains 19697 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 8905 members 
Mstep: Class 9 contains 3465 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 244654 members 
Mstep: Class 12 contains 23182 members 
Mstep: Class 13 contains 8354 members 
Mstep: Class 14 contains 65752 members 
Mstep: Class 15 contains 11568 members 
Mstep: Class 16 contains 17287 members 
Mstep: Class 17 contains 151265 members 
Mstep: Class 18 contains 20010 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 31297 members 
Mstep: Class 22 contains 10796 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 17713 members 
Mstep: Class 25 contains 1359 members 
Mstep: Class 26 contains 3737 members 
Mstep: Class 27 contains 52472 members 
Mstep: Class 28 contains 6508 members 
Mstep: Class 29 contains 98644 members 
Mstep: Class 30 contains 6671 members 
Mstep: Class 31 contains 61604 members 
Mstep: Class 32 contains 5104 members 
Mstep: Class 33 contains 43643 members 
Mstep: Class 34 contains 61747 members 
Mstep: Class 35 contains 177851 members 
Mstep: Class 36 contains 33778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154308592.000000 Penalty: 125777.226562
Iteration 51Q: 37 clusters Score -1.543086e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 12010 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 6022 members 
Mstep: Class 6 contains 19627 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 8625 members 
Mstep: Class 11 contains 244493 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 8370 members 
Mstep: Class 14 contains 66183 members 
Mstep: Class 15 contains 11598 members 
Mstep: Class 16 contains 17317 members 
Mstep: Class 17 contains 151150 members 
Mstep: Class 18 contains 19984 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 31364 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 6632 members 
Mstep: Class 24 contains 17886 members 
Mstep: Class 25 contains 1368 members 
Mstep: Class 26 contains 3738 members 
Mstep: Class 27 contains 52480 members 
Mstep: Class 28 contains 6507 members 
Mstep: Class 29 contains 98618 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 60976 members 
Mstep: Class 32 contains 5081 members 
Mstep: Class 33 contains 43696 members 
Mstep: Class 34 contains 61833 members 
Mstep: Class 35 contains 177856 members 
Mstep: Class 36 contains 33795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154308624.000000 Penalty: 125777.226562
Iteration 52Q: 37 clusters Score -1.543086e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 11991 members 
Mstep: Class 3 contains 12106 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6024 members 
Mstep: Class 6 contains 19559 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 3591 members 
Mstep: Class 10 contains 8616 members 
Mstep: Class 11 contains 244329 members 
Mstep: Class 12 contains 23147 members 
Mstep: Class 13 contains 8399 members 
Mstep: Class 14 contains 66585 members 
Mstep: Class 15 contains 11630 members 
Mstep: Class 16 contains 17332 members 
Mstep: Class 17 contains 151038 members 
Mstep: Class 18 contains 19959 members 
Mstep: Class 19 contains 4420 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 31415 members 
Mstep: Class 22 contains 10936 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 18048 members 
Mstep: Class 25 contains 1381 members 
Mstep: Class 26 contains 3740 members 
Mstep: Class 27 contains 52498 members 
Mstep: Class 28 contains 6505 members 
Mstep: Class 29 contains 98586 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 60412 members 
Mstep: Class 32 contains 5057 members 
Mstep: Class 33 contains 43757 members 
Mstep: Class 34 contains 61891 members 
Mstep: Class 35 contains 177887 members 
Mstep: Class 36 contains 33791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154308592.000000 Penalty: 125777.226562
Iteration 53Q: 37 clusters Score -1.543086e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69383 members 
Mstep: Class 2 contains 11976 members 
Mstep: Class 3 contains 12119 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 19514 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 8890 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 8611 members 
Mstep: Class 11 contains 244181 members 
Mstep: Class 12 contains 23128 members 
Mstep: Class 13 contains 8427 members 
Mstep: Class 14 contains 66958 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 17340 members 
Mstep: Class 17 contains 150929 members 
Mstep: Class 18 contains 19947 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 3090 members 
Mstep: Class 21 contains 31455 members 
Mstep: Class 22 contains 10992 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 18226 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 3744 members 
Mstep: Class 27 contains 52506 members 
Mstep: Class 28 contains 6502 members 
Mstep: Class 29 contains 98553 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 59898 members 
Mstep: Class 32 contains 5042 members 
Mstep: Class 33 contains 43801 members 
Mstep: Class 34 contains 61938 members 
Mstep: Class 35 contains 177918 members 
Mstep: Class 36 contains 33795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154308896.000000 Penalty: 125777.226562
Iteration 54Q: 37 clusters Score -1.543089e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 11959 members 
Mstep: Class 3 contains 12123 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 19462 members 
Mstep: Class 7 contains 2210 members 
Mstep: Class 8 contains 8881 members 
Mstep: Class 9 contains 3649 members 
Mstep: Class 10 contains 8607 members 
Mstep: Class 11 contains 244066 members 
Mstep: Class 12 contains 23116 members 
Mstep: Class 13 contains 8444 members 
Mstep: Class 14 contains 67300 members 
Mstep: Class 15 contains 11695 members 
Mstep: Class 16 contains 17353 members 
Mstep: Class 17 contains 150816 members 
Mstep: Class 18 contains 19926 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 3098 members 
Mstep: Class 21 contains 31492 members 
Mstep: Class 22 contains 11046 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 18391 members 
Mstep: Class 25 contains 1394 members 
Mstep: Class 26 contains 3746 members 
Mstep: Class 27 contains 52504 members 
Mstep: Class 28 contains 6499 members 
Mstep: Class 29 contains 98530 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 59454 members 
Mstep: Class 32 contains 5024 members 
Mstep: Class 33 contains 43843 members 
Mstep: Class 34 contains 61980 members 
Mstep: Class 35 contains 177945 members 
Mstep: Class 36 contains 33789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154308624.000000 Penalty: 125777.226562
Iteration 55Q: 37 clusters Score -1.543086e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69422 members 
Mstep: Class 2 contains 11949 members 
Mstep: Class 3 contains 12131 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 19417 members 
Mstep: Class 7 contains 2214 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 3659 members 
Mstep: Class 10 contains 8599 members 
Mstep: Class 11 contains 243969 members 
Mstep: Class 12 contains 23103 members 
Mstep: Class 13 contains 8470 members 
Mstep: Class 14 contains 67614 members 
Mstep: Class 15 contains 11723 members 
Mstep: Class 16 contains 17360 members 
Mstep: Class 17 contains 150715 members 
Mstep: Class 18 contains 19907 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 3101 members 
Mstep: Class 21 contains 31522 members 
Mstep: Class 22 contains 11088 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 18538 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 3747 members 
Mstep: Class 27 contains 52509 members 
Mstep: Class 28 contains 6496 members 
Mstep: Class 29 contains 98503 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 59049 members 
Mstep: Class 32 contains 5015 members 
Mstep: Class 33 contains 43882 members 
Mstep: Class 34 contains 62035 members 
Mstep: Class 35 contains 177957 members 
Mstep: Class 36 contains 33786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154308336.000000 Penalty: 125777.226562
Iteration 56Q: 37 clusters Score -1.543083e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 69436 members 
Mstep: Class 2 contains 11944 members 
Mstep: Class 3 contains 12136 members 
Mstep: Class 4 contains 1563 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 19374 members 
Mstep: Class 7 contains 2212 members 
Mstep: Class 8 contains 8869 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 8591 members 
Mstep: Class 11 contains 243901 members 
Mstep: Class 12 contains 23098 members 
Mstep: Class 13 contains 8484 members 
Mstep: Class 14 contains 67888 members 
Mstep: Class 15 contains 11745 members 
Mstep: Class 16 contains 17366 members 
Mstep: Class 17 contains 150607 members 
Mstep: Class 18 contains 19886 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 3100 members 
Mstep: Class 21 contains 31561 members 
Mstep: Class 22 contains 11132 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 18668 members 
Mstep: Class 25 contains 1404 members 
Mstep: Class 26 contains 3748 members 
Mstep: Class 27 contains 52510 members 
Mstep: Class 28 contains 6493 members 
Mstep: Class 29 contains 98474 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 58692 members 
Mstep: Class 32 contains 5010 members 
Mstep: Class 33 contains 43907 members 
Mstep: Class 34 contains 62081 members 
Mstep: Class 35 contains 177978 members 
Mstep: Class 36 contains 33787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154308464.000000 Penalty: 125777.226562
Iteration 57Q: 37 clusters Score -1.543085e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69439 members 
Mstep: Class 2 contains 11935 members 
Mstep: Class 3 contains 12145 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 19337 members 
Mstep: Class 7 contains 2215 members 
Mstep: Class 8 contains 8866 members 
Mstep: Class 9 contains 3686 members 
Mstep: Class 10 contains 8585 members 
Mstep: Class 11 contains 243815 members 
Mstep: Class 12 contains 23090 members 
Mstep: Class 13 contains 8488 members 
Mstep: Class 14 contains 68105 members 
Mstep: Class 15 contains 11762 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 150512 members 
Mstep: Class 18 contains 19873 members 
Mstep: Class 19 contains 4393 members 
Mstep: Class 20 contains 3101 members 
Mstep: Class 21 contains 31604 members 
Mstep: Class 22 contains 11174 members 
Mstep: Class 23 contains 6641 members 
Mstep: Class 24 contains 18776 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 3749 members 
Mstep: Class 27 contains 52510 members 
Mstep: Class 28 contains 6490 members 
Mstep: Class 29 contains 98452 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 58391 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 43933 members 
Mstep: Class 34 contains 62133 members 
Mstep: Class 35 contains 178019 members 
Mstep: Class 36 contains 33790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154308880.000000 Penalty: 125777.226562
Iteration 58Q: 37 clusters Score -1.543089e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 11929 members 
Mstep: Class 3 contains 12149 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 19300 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 8861 members 
Mstep: Class 9 contains 3687 members 
Mstep: Class 10 contains 8586 members 
Mstep: Class 11 contains 243752 members 
Mstep: Class 12 contains 23085 members 
Mstep: Class 13 contains 8491 members 
Mstep: Class 14 contains 68268 members 
Mstep: Class 15 contains 11776 members 
Mstep: Class 16 contains 17397 members 
Mstep: Class 17 contains 150421 members 
Mstep: Class 18 contains 19860 members 
Mstep: Class 19 contains 4384 members 
Mstep: Class 20 contains 3101 members 
Mstep: Class 21 contains 31637 members 
Mstep: Class 22 contains 11212 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 18858 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 3749 members 
Mstep: Class 27 contains 52511 members 
Mstep: Class 28 contains 6490 members 
Mstep: Class 29 contains 98446 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 58135 members 
Mstep: Class 32 contains 4964 members 
Mstep: Class 33 contains 43967 members 
Mstep: Class 34 contains 62190 members 
Mstep: Class 35 contains 178069 members 
Mstep: Class 36 contains 33790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154309104.000000 Penalty: 125777.226562
Iteration 59Q: 37 clusters Score -1.543091e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 11927 members 
Mstep: Class 3 contains 12157 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 2220 members 
Mstep: Class 8 contains 8855 members 
Mstep: Class 9 contains 3690 members 
Mstep: Class 10 contains 8586 members 
Mstep: Class 11 contains 243700 members 
Mstep: Class 12 contains 23079 members 
Mstep: Class 13 contains 8502 members 
Mstep: Class 14 contains 68443 members 
Mstep: Class 15 contains 11784 members 
Mstep: Class 16 contains 17416 members 
Mstep: Class 17 contains 150341 members 
Mstep: Class 18 contains 19851 members 
Mstep: Class 19 contains 4375 members 
Mstep: Class 20 contains 3099 members 
Mstep: Class 21 contains 31669 members 
Mstep: Class 22 contains 11248 members 
Mstep: Class 23 contains 6646 members 
Mstep: Class 24 contains 18934 members 
Mstep: Class 25 contains 1415 members 
Mstep: Class 26 contains 3751 members 
Mstep: Class 27 contains 52516 members 
Mstep: Class 28 contains 6489 members 
Mstep: Class 29 contains 98442 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 57881 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 43982 members 
Mstep: Class 34 contains 62241 members 
Mstep: Class 35 contains 178085 members 
Mstep: Class 36 contains 33799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154310336.000000 Penalty: 125777.226562
Iteration 60F: 37 clusters Score -1.543103e+08 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 12164 members 
Mstep: Class 4 contains 1583 members 
Mstep: Class 5 contains 6021 members 
Mstep: Class 6 contains 19247 members 
Mstep: Class 7 contains 2231 members 
Mstep: Class 8 contains 8598 members 
Mstep: Class 9 contains 3941 members 
Mstep: Class 10 contains 8565 members 
Mstep: Class 11 contains 243651 members 
Mstep: Class 12 contains 22627 members 
Mstep: Class 13 contains 8511 members 
Mstep: Class 14 contains 68552 members 
Mstep: Class 15 contains 11791 members 
Mstep: Class 16 contains 17432 members 
Mstep: Class 17 contains 150257 members 
Mstep: Class 18 contains 19842 members 
Mstep: Class 19 contains 4370 members 
Mstep: Class 20 contains 3101 members 
Mstep: Class 21 contains 31694 members 
Mstep: Class 22 contains 11257 members 
Mstep: Class 23 contains 6651 members 
Mstep: Class 24 contains 19007 members 
Mstep: Class 25 contains 1420 members 
Mstep: Class 26 contains 4206 members 
Mstep: Class 27 contains 52520 members 
Mstep: Class 28 contains 6485 members 
Mstep: Class 29 contains 98442 members 
Mstep: Class 30 contains 6930 members 
Mstep: Class 31 contains 57640 members 
Mstep: Class 32 contains 4771 members 
Mstep: Class 33 contains 44019 members 
Mstep: Class 34 contains 62272 members 
Mstep: Class 35 contains 178095 members 
Mstep: Class 36 contains 33807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154312000.000000 Penalty: 125777.226562
Iteration 61Q: 37 clusters Score -1.54312e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 11905 members 
Mstep: Class 3 contains 12172 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 6018 members 
Mstep: Class 6 contains 19220 members 
Mstep: Class 7 contains 2238 members 
Mstep: Class 8 contains 8373 members 
Mstep: Class 9 contains 4133 members 
Mstep: Class 10 contains 8543 members 
Mstep: Class 11 contains 243595 members 
Mstep: Class 12 contains 22166 members 
Mstep: Class 13 contains 8524 members 
Mstep: Class 14 contains 68686 members 
Mstep: Class 15 contains 11787 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 150160 members 
Mstep: Class 18 contains 19835 members 
Mstep: Class 19 contains 4362 members 
Mstep: Class 20 contains 3098 members 
Mstep: Class 21 contains 31716 members 
Mstep: Class 22 contains 11272 members 
Mstep: Class 23 contains 6658 members 
Mstep: Class 24 contains 19087 members 
Mstep: Class 25 contains 1422 members 
Mstep: Class 26 contains 4643 members 
Mstep: Class 27 contains 52517 members 
Mstep: Class 28 contains 6484 members 
Mstep: Class 29 contains 98425 members 
Mstep: Class 30 contains 7148 members 
Mstep: Class 31 contains 57438 members 
Mstep: Class 32 contains 4646 members 
Mstep: Class 33 contains 44055 members 
Mstep: Class 34 contains 62348 members 
Mstep: Class 35 contains 178104 members 
Mstep: Class 36 contains 33811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154312992.000000 Penalty: 125777.226562
Iteration 62Q: 37 clusters Score -1.54313e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 11901 members 
Mstep: Class 3 contains 12176 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 6018 members 
Mstep: Class 6 contains 19193 members 
Mstep: Class 7 contains 2243 members 
Mstep: Class 8 contains 8192 members 
Mstep: Class 9 contains 4295 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 243544 members 
Mstep: Class 12 contains 21750 members 
Mstep: Class 13 contains 8533 members 
Mstep: Class 14 contains 68795 members 
Mstep: Class 15 contains 11793 members 
Mstep: Class 16 contains 17460 members 
Mstep: Class 17 contains 150061 members 
Mstep: Class 18 contains 19831 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 3097 members 
Mstep: Class 21 contains 31741 members 
Mstep: Class 22 contains 11279 members 
Mstep: Class 23 contains 6658 members 
Mstep: Class 24 contains 19174 members 
Mstep: Class 25 contains 1422 members 
Mstep: Class 26 contains 5050 members 
Mstep: Class 27 contains 52517 members 
Mstep: Class 28 contains 6476 members 
Mstep: Class 29 contains 98403 members 
Mstep: Class 30 contains 7319 members 
Mstep: Class 31 contains 57234 members 
Mstep: Class 32 contains 4517 members 
Mstep: Class 33 contains 44086 members 
Mstep: Class 34 contains 62468 members 
Mstep: Class 35 contains 178133 members 
Mstep: Class 36 contains 33810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154313376.000000 Penalty: 125777.226562
Iteration 63Q: 37 clusters Score -1.543134e+08 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 11895 members 
Mstep: Class 3 contains 12180 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6014 members 
Mstep: Class 6 contains 19179 members 
Mstep: Class 7 contains 2244 members 
Mstep: Class 8 contains 8028 members 
Mstep: Class 9 contains 4415 members 
Mstep: Class 10 contains 8468 members 
Mstep: Class 11 contains 243494 members 
Mstep: Class 12 contains 21398 members 
Mstep: Class 13 contains 8537 members 
Mstep: Class 14 contains 68848 members 
Mstep: Class 15 contains 11804 members 
Mstep: Class 16 contains 17483 members 
Mstep: Class 17 contains 149946 members 
Mstep: Class 18 contains 19825 members 
Mstep: Class 19 contains 4355 members 
Mstep: Class 20 contains 3100 members 
Mstep: Class 21 contains 31764 members 
Mstep: Class 22 contains 11276 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 19264 members 
Mstep: Class 25 contains 1424 members 
Mstep: Class 26 contains 5409 members 
Mstep: Class 27 contains 52520 members 
Mstep: Class 28 contains 6471 members 
Mstep: Class 29 contains 98409 members 
Mstep: Class 30 contains 7481 members 
Mstep: Class 31 contains 57017 members 
Mstep: Class 32 contains 4430 members 
Mstep: Class 33 contains 44119 members 
Mstep: Class 34 contains 62587 members 
Mstep: Class 35 contains 178185 members 
Mstep: Class 36 contains 33806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154313936.000000 Penalty: 125777.226562
Iteration 64Q: 37 clusters Score -1.543139e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 12185 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 6009 members 
Mstep: Class 6 contains 19165 members 
Mstep: Class 7 contains 2248 members 
Mstep: Class 8 contains 7893 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 8428 members 
Mstep: Class 11 contains 243440 members 
Mstep: Class 12 contains 21082 members 
Mstep: Class 13 contains 8547 members 
Mstep: Class 14 contains 68940 members 
Mstep: Class 15 contains 11815 members 
Mstep: Class 16 contains 17503 members 
Mstep: Class 17 contains 149818 members 
Mstep: Class 18 contains 19814 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3105 members 
Mstep: Class 21 contains 31775 members 
Mstep: Class 22 contains 11265 members 
Mstep: Class 23 contains 6664 members 
Mstep: Class 24 contains 19351 members 
Mstep: Class 25 contains 1424 members 
Mstep: Class 26 contains 5725 members 
Mstep: Class 27 contains 52524 members 
Mstep: Class 28 contains 6466 members 
Mstep: Class 29 contains 98411 members 
Mstep: Class 30 contains 7608 members 
Mstep: Class 31 contains 56819 members 
Mstep: Class 32 contains 4397 members 
Mstep: Class 33 contains 44117 members 
Mstep: Class 34 contains 62711 members 
Mstep: Class 35 contains 178227 members 
Mstep: Class 36 contains 33813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154314416.000000 Penalty: 125777.226562
Iteration 65Q: 37 clusters Score -1.543144e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 12191 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 6003 members 
Mstep: Class 6 contains 19155 members 
Mstep: Class 7 contains 2246 members 
Mstep: Class 8 contains 7752 members 
Mstep: Class 9 contains 4592 members 
Mstep: Class 10 contains 8390 members 
Mstep: Class 11 contains 243388 members 
Mstep: Class 12 contains 20830 members 
Mstep: Class 13 contains 8552 members 
Mstep: Class 14 contains 69028 members 
Mstep: Class 15 contains 11824 members 
Mstep: Class 16 contains 17522 members 
Mstep: Class 17 contains 149673 members 
Mstep: Class 18 contains 19805 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 31800 members 
Mstep: Class 22 contains 11279 members 
Mstep: Class 23 contains 6666 members 
Mstep: Class 24 contains 19433 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 5976 members 
Mstep: Class 27 contains 52528 members 
Mstep: Class 28 contains 6461 members 
Mstep: Class 29 contains 98412 members 
Mstep: Class 30 contains 7737 members 
Mstep: Class 31 contains 56632 members 
Mstep: Class 32 contains 4355 members 
Mstep: Class 33 contains 44110 members 
Mstep: Class 34 contains 62836 members 
Mstep: Class 35 contains 178271 members 
Mstep: Class 36 contains 33810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154314608.000000 Penalty: 125777.226562
Iteration 66Q: 37 clusters Score -1.543146e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 11874 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 6000 members 
Mstep: Class 6 contains 19141 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 7639 members 
Mstep: Class 9 contains 4653 members 
Mstep: Class 10 contains 8353 members 
Mstep: Class 11 contains 243341 members 
Mstep: Class 12 contains 20598 members 
Mstep: Class 13 contains 8567 members 
Mstep: Class 14 contains 69135 members 
Mstep: Class 15 contains 11830 members 
Mstep: Class 16 contains 17527 members 
Mstep: Class 17 contains 149550 members 
Mstep: Class 18 contains 19802 members 
Mstep: Class 19 contains 4355 members 
Mstep: Class 20 contains 3110 members 
Mstep: Class 21 contains 31823 members 
Mstep: Class 22 contains 11295 members 
Mstep: Class 23 contains 6668 members 
Mstep: Class 24 contains 19508 members 
Mstep: Class 25 contains 1426 members 
Mstep: Class 26 contains 6208 members 
Mstep: Class 27 contains 52535 members 
Mstep: Class 28 contains 6457 members 
Mstep: Class 29 contains 98399 members 
Mstep: Class 30 contains 7854 members 
Mstep: Class 31 contains 56443 members 
Mstep: Class 32 contains 4332 members 
Mstep: Class 33 contains 44113 members 
Mstep: Class 34 contains 62943 members 
Mstep: Class 35 contains 178301 members 
Mstep: Class 36 contains 33803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154314976.000000 Penalty: 125777.226562
Iteration 67Q: 37 clusters Score -1.54315e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 11871 members 
Mstep: Class 3 contains 12203 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 6001 members 
Mstep: Class 6 contains 19127 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 7556 members 
Mstep: Class 9 contains 4691 members 
Mstep: Class 10 contains 8309 members 
Mstep: Class 11 contains 243280 members 
Mstep: Class 12 contains 20417 members 
Mstep: Class 13 contains 8574 members 
Mstep: Class 14 contains 69199 members 
Mstep: Class 15 contains 11840 members 
Mstep: Class 16 contains 17527 members 
Mstep: Class 17 contains 149424 members 
Mstep: Class 18 contains 19797 members 
Mstep: Class 19 contains 4352 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 31852 members 
Mstep: Class 22 contains 11316 members 
Mstep: Class 23 contains 6668 members 
Mstep: Class 24 contains 19594 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 6392 members 
Mstep: Class 27 contains 52541 members 
Mstep: Class 28 contains 6452 members 
Mstep: Class 29 contains 98389 members 
Mstep: Class 30 contains 7949 members 
Mstep: Class 31 contains 56269 members 
Mstep: Class 32 contains 4353 members 
Mstep: Class 33 contains 44131 members 
Mstep: Class 34 contains 63017 members 
Mstep: Class 35 contains 178342 members 
Mstep: Class 36 contains 33802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154314864.000000 Penalty: 125777.226562
Iteration 68Q: 37 clusters Score -1.543149e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 11856 members 
Mstep: Class 3 contains 12212 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 6000 members 
Mstep: Class 6 contains 19116 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 7511 members 
Mstep: Class 9 contains 4730 members 
Mstep: Class 10 contains 8270 members 
Mstep: Class 11 contains 243217 members 
Mstep: Class 12 contains 20280 members 
Mstep: Class 13 contains 8585 members 
Mstep: Class 14 contains 69273 members 
Mstep: Class 15 contains 11846 members 
Mstep: Class 16 contains 17543 members 
Mstep: Class 17 contains 149282 members 
Mstep: Class 18 contains 19791 members 
Mstep: Class 19 contains 4350 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 31870 members 
Mstep: Class 22 contains 11336 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 19664 members 
Mstep: Class 25 contains 1423 members 
Mstep: Class 26 contains 6535 members 
Mstep: Class 27 contains 52537 members 
Mstep: Class 28 contains 6450 members 
Mstep: Class 29 contains 98371 members 
Mstep: Class 30 contains 8011 members 
Mstep: Class 31 contains 56120 members 
Mstep: Class 32 contains 4371 members 
Mstep: Class 33 contains 44154 members 
Mstep: Class 34 contains 63094 members 
Mstep: Class 35 contains 178378 members 
Mstep: Class 36 contains 33798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154314832.000000 Penalty: 125777.226562
Iteration 69Q: 37 clusters Score -1.543148e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 11834 members 
Mstep: Class 3 contains 12217 members 
Mstep: Class 4 contains 1566 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 19110 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 7477 members 
Mstep: Class 9 contains 4760 members 
Mstep: Class 10 contains 8237 members 
Mstep: Class 11 contains 243150 members 
Mstep: Class 12 contains 20168 members 
Mstep: Class 13 contains 8590 members 
Mstep: Class 14 contains 69399 members 
Mstep: Class 15 contains 11847 members 
Mstep: Class 16 contains 17550 members 
Mstep: Class 17 contains 149139 members 
Mstep: Class 18 contains 19785 members 
Mstep: Class 19 contains 4352 members 
Mstep: Class 20 contains 3149 members 
Mstep: Class 21 contains 31891 members 
Mstep: Class 22 contains 11354 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 19745 members 
Mstep: Class 25 contains 1424 members 
Mstep: Class 26 contains 6651 members 
Mstep: Class 27 contains 52542 members 
Mstep: Class 28 contains 6450 members 
Mstep: Class 29 contains 98352 members 
Mstep: Class 30 contains 8057 members 
Mstep: Class 31 contains 55972 members 
Mstep: Class 32 contains 4390 members 
Mstep: Class 33 contains 44165 members 
Mstep: Class 34 contains 63132 members 
Mstep: Class 35 contains 178416 members 
Mstep: Class 36 contains 33799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154314912.000000 Penalty: 125777.226562
Iteration 70Q: 37 clusters Score -1.543149e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 12227 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 19098 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 8 contains 7452 members 
Mstep: Class 9 contains 4779 members 
Mstep: Class 10 contains 8206 members 
Mstep: Class 11 contains 243085 members 
Mstep: Class 12 contains 20103 members 
Mstep: Class 13 contains 8601 members 
Mstep: Class 14 contains 69509 members 
Mstep: Class 15 contains 11857 members 
Mstep: Class 16 contains 17568 members 
Mstep: Class 17 contains 149035 members 
Mstep: Class 18 contains 19780 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 3173 members 
Mstep: Class 21 contains 31905 members 
Mstep: Class 22 contains 11380 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 19809 members 
Mstep: Class 25 contains 1421 members 
Mstep: Class 26 contains 6724 members 
Mstep: Class 27 contains 52547 members 
Mstep: Class 28 contains 6449 members 
Mstep: Class 29 contains 98326 members 
Mstep: Class 30 contains 8096 members 
Mstep: Class 31 contains 55823 members 
Mstep: Class 32 contains 4411 members 
Mstep: Class 33 contains 44168 members 
Mstep: Class 34 contains 63145 members 
Mstep: Class 35 contains 178461 members 
Mstep: Class 36 contains 33801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154315152.000000 Penalty: 125777.226562
Iteration 71Q: 37 clusters Score -1.543152e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 11785 members 
Mstep: Class 3 contains 12231 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 19088 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 7459 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 243026 members 
Mstep: Class 12 contains 20075 members 
Mstep: Class 13 contains 8611 members 
Mstep: Class 14 contains 69663 members 
Mstep: Class 15 contains 11864 members 
Mstep: Class 16 contains 17575 members 
Mstep: Class 17 contains 148909 members 
Mstep: Class 18 contains 19779 members 
Mstep: Class 19 contains 4346 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 31911 members 
Mstep: Class 22 contains 11414 members 
Mstep: Class 23 contains 6666 members 
Mstep: Class 24 contains 19881 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 6751 members 
Mstep: Class 27 contains 52547 members 
Mstep: Class 28 contains 6448 members 
Mstep: Class 29 contains 98311 members 
Mstep: Class 30 contains 8115 members 
Mstep: Class 31 contains 55681 members 
Mstep: Class 32 contains 4427 members 
Mstep: Class 33 contains 44172 members 
Mstep: Class 34 contains 63161 members 
Mstep: Class 35 contains 178485 members 
Mstep: Class 36 contains 33803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154314736.000000 Penalty: 125777.226562
Iteration 72Q: 37 clusters Score -1.543147e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 12234 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 19079 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 7472 members 
Mstep: Class 9 contains 4807 members 
Mstep: Class 10 contains 8135 members 
Mstep: Class 11 contains 242969 members 
Mstep: Class 12 contains 20057 members 
Mstep: Class 13 contains 8622 members 
Mstep: Class 14 contains 69801 members 
Mstep: Class 15 contains 11873 members 
Mstep: Class 16 contains 17575 members 
Mstep: Class 17 contains 148786 members 
Mstep: Class 18 contains 19778 members 
Mstep: Class 19 contains 4343 members 
Mstep: Class 20 contains 3260 members 
Mstep: Class 21 contains 31918 members 
Mstep: Class 22 contains 11442 members 
Mstep: Class 23 contains 6666 members 
Mstep: Class 24 contains 19951 members 
Mstep: Class 25 contains 1411 members 
Mstep: Class 26 contains 6767 members 
Mstep: Class 27 contains 52551 members 
Mstep: Class 28 contains 6448 members 
Mstep: Class 29 contains 98292 members 
Mstep: Class 30 contains 8129 members 
Mstep: Class 31 contains 55519 members 
Mstep: Class 32 contains 4444 members 
Mstep: Class 33 contains 44204 members 
Mstep: Class 34 contains 63175 members 
Mstep: Class 35 contains 178523 members 
Mstep: Class 36 contains 33801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154314944.000000 Penalty: 125777.226562
Iteration 73Q: 37 clusters Score -1.543149e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 11639 members 
Mstep: Class 3 contains 12239 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 19071 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 7496 members 
Mstep: Class 9 contains 4815 members 
Mstep: Class 10 contains 8097 members 
Mstep: Class 11 contains 242925 members 
Mstep: Class 12 contains 20046 members 
Mstep: Class 13 contains 8632 members 
Mstep: Class 14 contains 69943 members 
Mstep: Class 15 contains 11880 members 
Mstep: Class 16 contains 17582 members 
Mstep: Class 17 contains 148700 members 
Mstep: Class 18 contains 19776 members 
Mstep: Class 19 contains 4340 members 
Mstep: Class 20 contains 3354 members 
Mstep: Class 21 contains 31926 members 
Mstep: Class 22 contains 11458 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20007 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 6777 members 
Mstep: Class 27 contains 52554 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98277 members 
Mstep: Class 30 contains 8134 members 
Mstep: Class 31 contains 55373 members 
Mstep: Class 32 contains 4452 members 
Mstep: Class 33 contains 44216 members 
Mstep: Class 34 contains 63182 members 
Mstep: Class 35 contains 178547 members 
Mstep: Class 36 contains 33798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154315360.000000 Penalty: 125777.226562
Iteration 74Q: 37 clusters Score -1.543154e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 11547 members 
Mstep: Class 3 contains 12244 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 19067 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 7504 members 
Mstep: Class 9 contains 4818 members 
Mstep: Class 10 contains 8076 members 
Mstep: Class 11 contains 242888 members 
Mstep: Class 12 contains 20038 members 
Mstep: Class 13 contains 8642 members 
Mstep: Class 14 contains 70061 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 17582 members 
Mstep: Class 17 contains 148630 members 
Mstep: Class 18 contains 19771 members 
Mstep: Class 19 contains 4334 members 
Mstep: Class 20 contains 3448 members 
Mstep: Class 21 contains 31924 members 
Mstep: Class 22 contains 11477 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20060 members 
Mstep: Class 25 contains 1393 members 
Mstep: Class 26 contains 6784 members 
Mstep: Class 27 contains 52557 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98261 members 
Mstep: Class 30 contains 8144 members 
Mstep: Class 31 contains 55248 members 
Mstep: Class 32 contains 4465 members 
Mstep: Class 33 contains 44246 members 
Mstep: Class 34 contains 63172 members 
Mstep: Class 35 contains 178559 members 
Mstep: Class 36 contains 33805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154315264.000000 Penalty: 125777.226562
Iteration 75Q: 37 clusters Score -1.543153e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 19060 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 4822 members 
Mstep: Class 10 contains 8055 members 
Mstep: Class 11 contains 242836 members 
Mstep: Class 12 contains 20034 members 
Mstep: Class 13 contains 8649 members 
Mstep: Class 14 contains 70173 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 17589 members 
Mstep: Class 17 contains 148589 members 
Mstep: Class 18 contains 19769 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3542 members 
Mstep: Class 21 contains 31928 members 
Mstep: Class 22 contains 11487 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20111 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 6788 members 
Mstep: Class 27 contains 52557 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98261 members 
Mstep: Class 30 contains 8149 members 
Mstep: Class 31 contains 55098 members 
Mstep: Class 32 contains 4473 members 
Mstep: Class 33 contains 44287 members 
Mstep: Class 34 contains 63164 members 
Mstep: Class 35 contains 178579 members 
Mstep: Class 36 contains 33814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154315296.000000 Penalty: 125777.226562
Iteration 76Q: 37 clusters Score -1.543153e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 11387 members 
Mstep: Class 3 contains 12249 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 19052 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 7514 members 
Mstep: Class 9 contains 4826 members 
Mstep: Class 10 contains 8040 members 
Mstep: Class 11 contains 242809 members 
Mstep: Class 12 contains 20025 members 
Mstep: Class 13 contains 8659 members 
Mstep: Class 14 contains 70275 members 
Mstep: Class 15 contains 11894 members 
Mstep: Class 16 contains 17592 members 
Mstep: Class 17 contains 148532 members 
Mstep: Class 18 contains 19769 members 
Mstep: Class 19 contains 4324 members 
Mstep: Class 20 contains 3600 members 
Mstep: Class 21 contains 31930 members 
Mstep: Class 22 contains 11502 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20152 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 6794 members 
Mstep: Class 27 contains 52553 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98264 members 
Mstep: Class 30 contains 8155 members 
Mstep: Class 31 contains 54956 members 
Mstep: Class 32 contains 4479 members 
Mstep: Class 33 contains 44319 members 
Mstep: Class 34 contains 63147 members 
Mstep: Class 35 contains 178606 members 
Mstep: Class 36 contains 33823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154315232.000000 Penalty: 125777.226562
Iteration 77Q: 37 clusters Score -1.543152e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 12250 members 
Mstep: Class 4 contains 1565 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 19047 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 4826 members 
Mstep: Class 10 contains 8028 members 
Mstep: Class 11 contains 242778 members 
Mstep: Class 12 contains 20018 members 
Mstep: Class 13 contains 8665 members 
Mstep: Class 14 contains 70361 members 
Mstep: Class 15 contains 11905 members 
Mstep: Class 16 contains 17595 members 
Mstep: Class 17 contains 148483 members 
Mstep: Class 18 contains 19766 members 
Mstep: Class 19 contains 4317 members 
Mstep: Class 20 contains 3652 members 
Mstep: Class 21 contains 31928 members 
Mstep: Class 22 contains 11523 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20190 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 6798 members 
Mstep: Class 27 contains 52554 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98276 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54831 members 
Mstep: Class 32 contains 4483 members 
Mstep: Class 33 contains 44336 members 
Mstep: Class 34 contains 63139 members 
Mstep: Class 35 contains 178632 members 
Mstep: Class 36 contains 33836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154315328.000000 Penalty: 125777.226562
Iteration 78Q: 37 clusters Score -1.543153e+08 nChanged 511
Entering ConstructFrom: 
Score: -154315328.000000 Penalty: 125777.226562
Entering ConstructFrom: 
Trying to split cluster 1 (69494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Entering Unmasked Estep 
Score: -8543431.000000 Penalty: 2764.950928
	Iteration 0F: 2 clusters Score -8543431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -8497060.000000 Penalty: 5529.901855
	Iteration 0F: 3 clusters Score -8497060 nChanged 32577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -8515822.000000 Penalty: 5529.901855
	Iteration 1F: 3 clusters Score -8515822 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -8517120.000000 Penalty: 5529.901855
	Iteration 2Q: 3 clusters Score -8517120 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -8518618.000000 Penalty: 5529.901855
	Iteration 3Q: 3 clusters Score -8518618 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -8520803.000000 Penalty: 5529.901855
	Iteration 4F: 3 clusters Score -8520803 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -8524894.000000 Penalty: 5529.901855
	Iteration 5F: 3 clusters Score -8524894 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -8531438.000000 Penalty: 5529.901855
	Iteration 6F: 3 clusters Score -8531438 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -8538266.000000 Penalty: 5529.901855
	Iteration 7F: 3 clusters Score -8538266 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -8542147.000000 Penalty: 5529.901855
	Iteration 8F: 3 clusters Score -8542147 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -8543862.000000 Penalty: 5529.901855
	Iteration 9Q: 3 clusters Score -8543862 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -8544734.000000 Penalty: 5529.901855
	Iteration 10Q: 3 clusters Score -8544734 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -8545505.000000 Penalty: 5529.901855
	Iteration 11Q: 3 clusters Score -8545505 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -8546207.000000 Penalty: 5529.901855
	Iteration 12Q: 3 clusters Score -8546207 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -8546610.000000 Penalty: 5529.901855
	Iteration 13Q: 3 clusters Score -8546610 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -8546808.000000 Penalty: 5529.901855
	Iteration 14Q: 3 clusters Score -8546808 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -8546919.000000 Penalty: 5529.901855
	Iteration 15Q: 3 clusters Score -8546919 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -8546996.000000 Penalty: 5529.901855
	Iteration 16Q: 3 clusters Score -8546996 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -8547021.000000 Penalty: 5529.901855
	Iteration 17Q: 3 clusters Score -8547021 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -8547004.000000 Penalty: 5529.901855
	Iteration 18Q: 3 clusters Score -8547004 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -8547027.000000 Penalty: 5529.901855
	Iteration 19Q: 3 clusters Score -8547027 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -8547027.000000 Penalty: 5529.901855
	Iteration 20F: 3 clusters Score -8547027 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -8547035.000000 Penalty: 5529.901855
	Iteration 21Q: 3 clusters Score -8547035 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -8547042.000000 Penalty: 5529.901855
	Iteration 22Q: 3 clusters Score -8547042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -8547035.000000 Penalty: 5529.901855
	Iteration 23Q: 3 clusters Score -8547035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -8547038.000000 Penalty: 5529.901855
	Iteration 24Q: 3 clusters Score -8547038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -8547038.000000 Penalty: 5529.901855
	Iteration 25Q: 3 clusters Score -8547038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -8547046.000000 Penalty: 5529.901855
	Iteration 26Q: 3 clusters Score -8547046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -8547034.000000 Penalty: 5529.901855
	Iteration 27Q: 3 clusters Score -8547034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -8547041.000000 Penalty: 5529.901855
	Iteration 28Q: 3 clusters Score -8547041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -8547036.000000 Penalty: 5529.901855
	Iteration 29Q: 3 clusters Score -8547036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -8547045.000000 Penalty: 5529.901855
	Iteration 30Q: 3 clusters Score -8547045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -8547049.000000 Penalty: 5529.901855
	Iteration 31Q: 3 clusters Score -8547049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -8547037.000000 Penalty: 5529.901855
	Iteration 32Q: 3 clusters Score -8547037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -8547042.000000 Penalty: 5529.901855
	Iteration 33Q: 3 clusters Score -8547042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -8547039.000000 Penalty: 5529.901855
	Iteration 34Q: 3 clusters Score -8547039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -8547039.000000 Penalty: 5529.901855
	Iteration 35F: 3 clusters Score -8547039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 19044 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 7521 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 8016 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 20013 members 
Mstep: Class 13 contains 8664 members 
Mstep: Class 14 contains 70444 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Entering Unmasked Estep 
Score: -154317536.000000 Penalty: 129271.039062
Splitting cluster 1 changes total score from -154315328.000000 to -154317536.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1783393.125000 Penalty: 2313.529053
	Iteration 0F: 2 clusters Score -1783393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1774931.250000 Penalty: 4627.058105
	Iteration 0F: 3 clusters Score -1774931 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1778005.500000 Penalty: 4627.058105
	Iteration 1F: 3 clusters Score -1778006 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1779090.250000 Penalty: 4627.058105
	Iteration 2F: 3 clusters Score -1779090 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1780171.000000 Penalty: 4627.058105
	Iteration 3F: 3 clusters Score -1780171 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1781065.875000 Penalty: 4627.058105
	Iteration 4F: 3 clusters Score -1781066 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1781723.500000 Penalty: 4627.058105
	Iteration 5F: 3 clusters Score -1781724 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1782161.500000 Penalty: 4627.058105
	Iteration 6Q: 3 clusters Score -1782162 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1782474.875000 Penalty: 4627.058105
	Iteration 7Q: 3 clusters Score -1782475 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1782731.000000 Penalty: 4627.058105
	Iteration 8Q: 3 clusters Score -1782731 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1782918.000000 Penalty: 4627.058105
	Iteration 9Q: 3 clusters Score -1782918 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1783116.875000 Penalty: 4627.058105
	Iteration 10Q: 3 clusters Score -1783117 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1783316.875000 Penalty: 4627.058105
	Iteration 11Q: 3 clusters Score -1783317 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1783553.125000 Penalty: 4627.058105
	Iteration 12Q: 3 clusters Score -1783553 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1783799.250000 Penalty: 4627.058105
	Iteration 13Q: 3 clusters Score -1783799 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1784069.625000 Penalty: 4627.058105
	Iteration 14Q: 3 clusters Score -1784070 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1784288.625000 Penalty: 4627.058105
	Iteration 15Q: 3 clusters Score -1784289 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1784453.000000 Penalty: 4627.058105
	Iteration 16Q: 3 clusters Score -1784453 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1784602.375000 Penalty: 4627.058105
	Iteration 17Q: 3 clusters Score -1784602 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1784738.500000 Penalty: 4627.058105
	Iteration 18Q: 3 clusters Score -1784738 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1784860.750000 Penalty: 4627.058105
	Iteration 19Q: 3 clusters Score -1784861 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1784974.250000 Penalty: 4627.058105
	Iteration 20F: 3 clusters Score -1784974 nChanged 216
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: -1785087.125000 Penalty: 4627.058105
	Iteration 21Q: 3 clusters Score -1785087 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1785205.375000 Penalty: 4627.058105
	Iteration 22Q: 3 clusters Score -1785205 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1785302.375000 Penalty: 4627.058105
	Iteration 23Q: 3 clusters Score -1785302 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1785389.250000 Penalty: 4627.058105
	Iteration 24Q: 3 clusters Score -1785389 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1785479.250000 Penalty: 4627.058105
	Iteration 25Q: 3 clusters Score -1785479 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1785544.250000 Penalty: 4627.058105
	Iteration 26Q: 3 clusters Score -1785544 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1785598.875000 Penalty: 4627.058105
	Iteration 27Q: 3 clusters Score -1785599 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1785649.000000 Penalty: 4627.058105
	Iteration 28Q: 3 clusters Score -1785649 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1785671.375000 Penalty: 4627.058105
	Iteration 29Q: 3 clusters Score -1785671 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1785687.750000 Penalty: 4627.058105
	Iteration 30Q: 3 clusters Score -1785688 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1785715.750000 Penalty: 4627.058105
	Iteration 31Q: 3 clusters Score -1785716 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1785734.000000 Penalty: 4627.058105
	Iteration 32Q: 3 clusters Score -1785734 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1785752.750000 Penalty: 4627.058105
	Iteration 33Q: 3 clusters Score -1785753 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1785774.375000 Penalty: 4627.058105
	Iteration 34Q: 3 clusters Score -1785774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1785789.750000 Penalty: 4627.058105
	Iteration 35Q: 3 clusters Score -1785790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1785802.750000 Penalty: 4627.058105
	Iteration 36Q: 3 clusters Score -1785803 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1785811.625000 Penalty: 4627.058105
	Iteration 37Q: 3 clusters Score -1785812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1785823.875000 Penalty: 4627.058105
	Iteration 38Q: 3 clusters Score -1785824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1785836.750000 Penalty: 4627.058105
	Iteration 39Q: 3 clusters Score -1785837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1785848.375000 Penalty: 4627.058105
	Iteration 40F: 3 clusters Score -1785848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1785851.750000 Penalty: 4627.058105
	Iteration 41Q: 3 clusters Score -1785852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1785864.500000 Penalty: 4627.058105
	Iteration 42Q: 3 clusters Score -1785864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1785887.750000 Penalty: 4627.058105
	Iteration 43Q: 3 clusters Score -1785888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1785902.375000 Penalty: 4627.058105
	Iteration 44Q: 3 clusters Score -1785902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1785909.625000 Penalty: 4627.058105
	Iteration 45Q: 3 clusters Score -1785910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1785914.250000 Penalty: 4627.058105
	Iteration 46Q: 3 clusters Score -1785914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1785922.500000 Penalty: 4627.058105
	Iteration 47Q: 3 clusters Score -1785922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1785933.750000 Penalty: 4627.058105
	Iteration 48Q: 3 clusters Score -1785934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1785942.625000 Penalty: 4627.058105
	Iteration 49Q: 3 clusters Score -1785943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1785943.625000 Penalty: 4627.058105
	Iteration 50Q: 3 clusters Score -1785944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1785948.250000 Penalty: 4627.058105
	Iteration 51Q: 3 clusters Score -1785948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1785948.375000 Penalty: 4627.058105
	Iteration 52Q: 3 clusters Score -1785948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1785943.875000 Penalty: 4627.058105
	Iteration 53Q: 3 clusters Score -1785944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1785951.750000 Penalty: 4627.058105
	Iteration 54Q: 3 clusters Score -1785952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1785952.500000 Penalty: 4627.058105
	Iteration 55Q: 3 clusters Score -1785952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1785951.000000 Penalty: 4627.058105
	Iteration 56Q: 3 clusters Score -1785951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1785960.500000 Penalty: 4627.058105
	Iteration 57Q: 3 clusters Score -1785960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1785950.125000 Penalty: 4627.058105
	Iteration 58Q: 3 clusters Score -1785950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1785952.750000 Penalty: 4627.058105
	Iteration 59Q: 3 clusters Score -1785953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1785958.250000 Penalty: 4627.058105
	Iteration 60F: 3 clusters Score -1785958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1785956.875000 Penalty: 4627.058105
	Iteration 61Q: 3 clusters Score -1785957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1785956.000000 Penalty: 4627.058105
	Iteration 62Q: 3 clusters Score -1785956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1785955.500000 Penalty: 4627.058105
	Iteration 63Q: 3 clusters Score -1785956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1785960.625000 Penalty: 4627.058105
	Iteration 64Q: 3 clusters Score -1785961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1785960.875000 Penalty: 4627.058105
	Iteration 65Q: 3 clusters Score -1785961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1785960.750000 Penalty: 4627.058105
	Iteration 66Q: 3 clusters Score -1785961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1785962.125000 Penalty: 4627.058105
	Iteration 67Q: 3 clusters Score -1785962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1785960.375000 Penalty: 4627.058105
	Iteration 68Q: 3 clusters Score -1785960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1785963.625000 Penalty: 4627.058105
	Iteration 69Q: 3 clusters Score -1785964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1785964.875000 Penalty: 4627.058105
	Iteration 70Q: 3 clusters Score -1785965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1785964.250000 Penalty: 4627.058105
	Iteration 71Q: 3 clusters Score -1785964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1785972.875000 Penalty: 4627.058105
	Iteration 72Q: 3 clusters Score -1785973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1785970.750000 Penalty: 4627.058105
	Iteration 73Q: 3 clusters Score -1785971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1785964.750000 Penalty: 4627.058105
	Iteration 74Q: 3 clusters Score -1785965 nChanged 3
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: -1785966.625000 Penalty: 4627.058105
	Iteration 75Q: 3 clusters Score -1785967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1785971.250000 Penalty: 4627.058105
	Iteration 76Q: 3 clusters Score -1785971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1785973.000000 Penalty: 4627.058105
	Iteration 77Q: 3 clusters Score -1785973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1785969.750000 Penalty: 4627.058105
	Iteration 78Q: 3 clusters Score -1785970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1785973.625000 Penalty: 4627.058105
	Iteration 79Q: 3 clusters Score -1785974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1785969.625000 Penalty: 4627.058105
	Iteration 80F: 3 clusters Score -1785970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1785973.125000 Penalty: 4627.058105
	Iteration 81Q: 3 clusters Score -1785973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1785968.625000 Penalty: 4627.058105
	Iteration 82Q: 3 clusters Score -1785969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1785975.125000 Penalty: 4627.058105
	Iteration 83Q: 3 clusters Score -1785975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1785975.125000 Penalty: 4627.058105
	Iteration 84F: 3 clusters Score -1785975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 19044 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 7521 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 8016 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 20013 members 
Mstep: Class 13 contains 8664 members 
Mstep: Class 14 contains 70444 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Entering Unmasked Estep 
Score: -154318496.000000 Penalty: 132764.843750
Splitting cluster 2 changes total score from -154315328.000000 to -154318496.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 3 (12251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Entering Unmasked Estep 
Score: -1466818.125000 Penalty: 2334.513916
	Iteration 0F: 2 clusters Score -1466818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1457754.750000 Penalty: 4669.027832
	Iteration 0F: 3 clusters Score -1457755 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1460583.250000 Penalty: 4669.027832
	Iteration 1F: 3 clusters Score -1460583 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1461097.125000 Penalty: 4669.027832
	Iteration 2F: 3 clusters Score -1461097 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1461692.375000 Penalty: 4669.027832
	Iteration 3F: 3 clusters Score -1461692 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1462626.000000 Penalty: 4669.027832
	Iteration 4F: 3 clusters Score -1462626 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1463933.500000 Penalty: 4669.027832
	Iteration 5F: 3 clusters Score -1463934 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1465092.375000 Penalty: 4669.027832
	Iteration 6F: 3 clusters Score -1465092 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1465694.625000 Penalty: 4669.027832
	Iteration 7F: 3 clusters Score -1465695 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1465977.750000 Penalty: 4669.027832
	Iteration 8Q: 3 clusters Score -1465978 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1466103.625000 Penalty: 4669.027832
	Iteration 9Q: 3 clusters Score -1466104 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1466154.750000 Penalty: 4669.027832
	Iteration 10Q: 3 clusters Score -1466155 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1466182.500000 Penalty: 4669.027832
	Iteration 11Q: 3 clusters Score -1466182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1466195.000000 Penalty: 4669.027832
	Iteration 12Q: 3 clusters Score -1466195 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1466203.625000 Penalty: 4669.027832
	Iteration 13Q: 3 clusters Score -1466204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1466206.375000 Penalty: 4669.027832
	Iteration 14Q: 3 clusters Score -1466206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1466212.625000 Penalty: 4669.027832
	Iteration 15Q: 3 clusters Score -1466213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1466219.875000 Penalty: 4669.027832
	Iteration 16Q: 3 clusters Score -1466220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1466219.875000 Penalty: 4669.027832
	Iteration 17Q: 3 clusters Score -1466220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1466222.125000 Penalty: 4669.027832
	Iteration 18Q: 3 clusters Score -1466222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1466222.375000 Penalty: 4669.027832
	Iteration 19Q: 3 clusters Score -1466222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1466222.625000 Penalty: 4669.027832
	Iteration 20F: 3 clusters Score -1466223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -125120.992188 Penalty: 1824.040527
	Iteration 0F: 2 clusters Score -125121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -123388.210938 Penalty: 3648.081055
	Iteration 0F: 3 clusters Score -123388.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -124853.484375 Penalty: 3648.081055
	Iteration 1F: 3 clusters Score -124853.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -126232.289062 Penalty: 3648.081055
	Iteration 2F: 3 clusters Score -126232.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127325.984375 Penalty: 3648.081055
	Iteration 3F: 3 clusters Score -127326 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129404.679688 Penalty: 3648.081055
	Iteration 4F: 3 clusters Score -129404.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -130749.203125 Penalty: 3648.081055
	Iteration 5F: 3 clusters Score -130749.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -131094.078125 Penalty: 3648.081055
	Iteration 6Q: 3 clusters Score -131094.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -131281.093750 Penalty: 3648.081055
	Iteration 7Q: 3 clusters Score -131281.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -131352.625000 Penalty: 3648.081055
	Iteration 8Q: 3 clusters Score -131352.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -131372.531250 Penalty: 3648.081055
	Iteration 9Q: 3 clusters Score -131372.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -131386.718750 Penalty: 3648.081055
	Iteration 10Q: 3 clusters Score -131386.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -131408.250000 Penalty: 3648.081055
	Iteration 11Q: 3 clusters Score -131408.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -131428.187500 Penalty: 3648.081055
	Iteration 12Q: 3 clusters Score -131428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -131433.625000 Penalty: 3648.081055
	Iteration 13Q: 3 clusters Score -131433.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -131444.828125 Penalty: 3648.081055
	Iteration 14Q: 3 clusters Score -131444.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -131456.093750 Penalty: 3648.081055
	Iteration 15Q: 3 clusters Score -131456.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -131468.750000 Penalty: 3648.081055
	Iteration 16Q: 3 clusters Score -131468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -131472.609375 Penalty: 3648.081055
	Iteration 17Q: 3 clusters Score -131472.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -131478.718750 Penalty: 3648.081055
	Iteration 18Q: 3 clusters Score -131478.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -131483.687500 Penalty: 3648.081055
	Iteration 19Q: 3 clusters Score -131483.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -131627.406250 Penalty: 3648.081055
	Iteration 20F: 3 clusters Score -131627.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -131839.796875 Penalty: 3648.081055
	Iteration 21Q: 3 clusters Score -131839.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -131941.468750 Penalty: 3648.081055
	Iteration 22Q: 3 clusters Score -131941.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131984.203125 Penalty: 3648.081055
	Iteration 23Q: 3 clusters Score -131984.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -132006.328125 Penalty: 3648.081055
	Iteration 24Q: 3 clusters Score -132006.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -132038.531250 Penalty: 3648.081055
	Iteration 25Q: 3 clusters Score -132038.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -132053.515625 Penalty: 3648.081055
	Iteration 26Q: 3 clusters Score -132053.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -132071.218750 Penalty: 3648.081055
	Iteration 27Q: 3 clusters Score -132071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -132075.328125 Penalty: 3648.081055
	Iteration 28Q: 3 clusters Score -132075.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -132079.390625 Penalty: 3648.081055
	Iteration 29Q: 3 clusters Score -132079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -132080.359375 Penalty: 3648.081055
	Iteration 30Q: 3 clusters Score -132080.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -132253.031250 Penalty: 3648.081055
	Iteration 31F: 3 clusters Score -132253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132565.187500 Penalty: 3648.081055
	Iteration 32Q: 3 clusters Score -132565.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -132692.750000 Penalty: 3648.081055
	Iteration 33Q: 3 clusters Score -132692.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -132871.890625 Penalty: 3648.081055
	Iteration 34Q: 3 clusters Score -132871.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -133055.718750 Penalty: 3648.081055
	Iteration 35Q: 3 clusters Score -133055.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -133117.875000 Penalty: 3648.081055
	Iteration 36Q: 3 clusters Score -133117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133176.625000 Penalty: 3648.081055
	Iteration 37Q: 3 clusters Score -133176.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133190.281250 Penalty: 3648.081055
	Iteration 38Q: 3 clusters Score -133190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -133289.625000 Penalty: 3648.081055
	Iteration 39Q: 3 clusters Score -133289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -133423.562500 Penalty: 3648.081055
	Iteration 40F: 3 clusters Score -133423.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133451.234375 Penalty: 3648.081055
	Iteration 41Q: 3 clusters Score -133451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -133462.453125 Penalty: 3648.081055
	Iteration 42Q: 3 clusters Score -133462.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -133467.125000 Penalty: 3648.081055
	Iteration 43Q: 3 clusters Score -133467.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -133473.656250 Penalty: 3648.081055
	Iteration 44Q: 3 clusters Score -133473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133478.578125 Penalty: 3648.081055
	Iteration 45Q: 3 clusters Score -133478.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133483.859375 Penalty: 3648.081055
	Iteration 46Q: 3 clusters Score -133483.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -133486.187500 Penalty: 3648.081055
	Iteration 47Q: 3 clusters Score -133486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133488.515625 Penalty: 3648.081055
	Iteration 48Q: 3 clusters Score -133488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133492.312500 Penalty: 3648.081055
	Iteration 49Q: 3 clusters Score -133492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133496.578125 Penalty: 3648.081055
	Iteration 50Q: 3 clusters Score -133496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -133498.062500 Penalty: 3648.081055
	Iteration 51Q: 3 clusters Score -133498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133501.687500 Penalty: 3648.081055
	Iteration 52Q: 3 clusters Score -133501.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -133503.531250 Penalty: 3648.081055
	Iteration 53Q: 3 clusters Score -133503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -133508.187500 Penalty: 3648.081055
	Iteration 54Q: 3 clusters Score -133508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133510.015625 Penalty: 3648.081055
	Iteration 55Q: 3 clusters Score -133510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133510.812500 Penalty: 3648.081055
	Iteration 56Q: 3 clusters Score -133510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133511.796875 Penalty: 3648.081055
	Iteration 57Q: 3 clusters Score -133511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133516.218750 Penalty: 3648.081055
	Iteration 58Q: 3 clusters Score -133516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -133517.171875 Penalty: 3648.081055
	Iteration 59Q: 3 clusters Score -133517.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -133519.718750 Penalty: 3648.081055
	Iteration 60F: 3 clusters Score -133519.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -133520.625000 Penalty: 3648.081055
	Iteration 61Q: 3 clusters Score -133520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -133528.671875 Penalty: 3648.081055
	Iteration 62Q: 3 clusters Score -133528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -133532.109375 Penalty: 3648.081055
	Iteration 63Q: 3 clusters Score -133532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133534.125000 Penalty: 3648.081055
	Iteration 64Q: 3 clusters Score -133534.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -133534.125000 Penalty: 3648.081055
	Iteration 65F: 3 clusters Score -133534.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 19044 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 7521 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 8016 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 20013 members 
Mstep: Class 13 contains 8664 members 
Mstep: Class 14 contains 70444 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Entering Unmasked Estep 
Score: -154325248.000000 Penalty: 136258.656250
Splitting cluster 4 changes total score from -154315328.000000 to -154325248.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 5 (5999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Entering Unmasked Estep 
Score: -675394.312500 Penalty: 2157.438477
	Iteration 0F: 2 clusters Score -675394.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -670343.875000 Penalty: 4314.876953
	Iteration 0F: 3 clusters Score -670343.9 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -672537.875000 Penalty: 4314.876953
	Iteration 1F: 3 clusters Score -672537.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -673965.312500 Penalty: 4314.876953
	Iteration 2F: 3 clusters Score -673965.3 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -675414.000000 Penalty: 4314.876953
	Iteration 3F: 3 clusters Score -675414 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -676472.437500 Penalty: 4314.876953
	Iteration 4F: 3 clusters Score -676472.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -677023.375000 Penalty: 4314.876953
	Iteration 5F: 3 clusters Score -677023.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -677232.437500 Penalty: 4314.876953
	Iteration 6Q: 3 clusters Score -677232.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -677355.437500 Penalty: 4314.876953
	Iteration 7Q: 3 clusters Score -677355.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -677460.687500 Penalty: 4314.876953
	Iteration 8Q: 3 clusters Score -677460.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -677545.250000 Penalty: 4314.876953
	Iteration 9Q: 3 clusters Score -677545.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -677597.375000 Penalty: 4314.876953
	Iteration 10Q: 3 clusters Score -677597.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -677642.437500 Penalty: 4314.876953
	Iteration 11Q: 3 clusters Score -677642.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -677673.187500 Penalty: 4314.876953
	Iteration 12Q: 3 clusters Score -677673.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -677691.062500 Penalty: 4314.876953
	Iteration 13Q: 3 clusters Score -677691.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -677706.375000 Penalty: 4314.876953
	Iteration 14Q: 3 clusters Score -677706.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -677727.812500 Penalty: 4314.876953
	Iteration 15Q: 3 clusters Score -677727.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -677754.812500 Penalty: 4314.876953
	Iteration 16Q: 3 clusters Score -677754.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -677770.687500 Penalty: 4314.876953
	Iteration 17Q: 3 clusters Score -677770.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -677780.625000 Penalty: 4314.876953
	Iteration 18Q: 3 clusters Score -677780.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -677792.125000 Penalty: 4314.876953
	Iteration 19Q: 3 clusters Score -677792.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -677808.000000 Penalty: 4314.876953
	Iteration 20F: 3 clusters Score -677808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -677822.625000 Penalty: 4314.876953
	Iteration 21Q: 3 clusters Score -677822.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -677840.937500 Penalty: 4314.876953
	Iteration 22Q: 3 clusters Score -677840.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -677855.312500 Penalty: 4314.876953
	Iteration 23Q: 3 clusters Score -677855.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -677860.687500 Penalty: 4314.876953
	Iteration 24Q: 3 clusters Score -677860.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -677869.562500 Penalty: 4314.876953
	Iteration 25Q: 3 clusters Score -677869.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -677877.687500 Penalty: 4314.876953
	Iteration 26Q: 3 clusters Score -677877.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -677880.125000 Penalty: 4314.876953
	Iteration 27Q: 3 clusters Score -677880.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -677882.812500 Penalty: 4314.876953
	Iteration 28Q: 3 clusters Score -677882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -677886.625000 Penalty: 4314.876953
	Iteration 29Q: 3 clusters Score -677886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -677885.875000 Penalty: 4314.876953
	Iteration 30Q: 3 clusters Score -677885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -677887.562500 Penalty: 4314.876953
	Iteration 31Q: 3 clusters Score -677887.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -677886.625000 Penalty: 4314.876953
	Iteration 32Q: 3 clusters Score -677886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -677888.375000 Penalty: 4314.876953
	Iteration 33Q: 3 clusters Score -677888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -677888.937500 Penalty: 4314.876953
	Iteration 34Q: 3 clusters Score -677888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -677889.687500 Penalty: 4314.876953
	Iteration 35Q: 3 clusters Score -677889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -677889.312500 Penalty: 4314.876953
	Iteration 36Q: 3 clusters Score -677889.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -677888.687500 Penalty: 4314.876953
	Iteration 37Q: 3 clusters Score -677888.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -677890.750000 Penalty: 4314.876953
	Iteration 38Q: 3 clusters Score -677890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -677891.312500 Penalty: 4314.876953
	Iteration 39Q: 3 clusters Score -677891.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -677891.562500 Penalty: 4314.876953
	Iteration 40F: 3 clusters Score -677891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -677893.312500 Penalty: 4314.876953
	Iteration 41Q: 3 clusters Score -677893.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -677892.562500 Penalty: 4314.876953
	Iteration 42Q: 3 clusters Score -677892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -677893.562500 Penalty: 4314.876953
	Iteration 43Q: 3 clusters Score -677893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -677895.812500 Penalty: 4314.876953
	Iteration 44Q: 3 clusters Score -677895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -677895.812500 Penalty: 4314.876953
	Iteration 45Q: 3 clusters Score -677895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -677899.187500 Penalty: 4314.876953
	Iteration 46Q: 3 clusters Score -677899.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -677904.375000 Penalty: 4314.876953
	Iteration 47Q: 3 clusters Score -677904.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -677914.500000 Penalty: 4314.876953
	Iteration 48Q: 3 clusters Score -677914.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -677926.750000 Penalty: 4314.876953
	Iteration 49Q: 3 clusters Score -677926.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -677973.812500 Penalty: 4314.876953
	Iteration 50Q: 3 clusters Score -677973.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -678095.062500 Penalty: 4314.876953
	Iteration 51Q: 3 clusters Score -678095.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -678273.562500 Penalty: 4314.876953
	Iteration 52Q: 3 clusters Score -678273.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -678502.937500 Penalty: 4314.876953
	Iteration 53Q: 3 clusters Score -678502.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -678719.875000 Penalty: 4314.876953
	Iteration 54Q: 3 clusters Score -678719.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -678850.062500 Penalty: 4314.876953
	Iteration 55Q: 3 clusters Score -678850.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -678933.062500 Penalty: 4314.876953
	Iteration 56Q: 3 clusters Score -678933.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -678980.875000 Penalty: 4314.876953
	Iteration 57Q: 3 clusters Score -678980.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -679011.562500 Penalty: 4314.876953
	Iteration 58Q: 3 clusters Score -679011.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -679040.437500 Penalty: 4314.876953
	Iteration 59Q: 3 clusters Score -679040.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -679059.187500 Penalty: 4314.876953
	Iteration 60F: 3 clusters Score -679059.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -679078.750000 Penalty: 4314.876953
	Iteration 61Q: 3 clusters Score -679078.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -679097.875000 Penalty: 4314.876953
	Iteration 62Q: 3 clusters Score -679097.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -679109.875000 Penalty: 4314.876953
	Iteration 63Q: 3 clusters Score -679109.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -679119.687500 Penalty: 4314.876953
	Iteration 64Q: 3 clusters Score -679119.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -679129.187500 Penalty: 4314.876953
	Iteration 65Q: 3 clusters Score -679129.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -679138.000000 Penalty: 4314.876953
	Iteration 66Q: 3 clusters Score -679138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -679144.437500 Penalty: 4314.876953
	Iteration 67Q: 3 clusters Score -679144.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -679151.375000 Penalty: 4314.876953
	Iteration 68Q: 3 clusters Score -679151.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -679157.187500 Penalty: 4314.876953
	Iteration 69Q: 3 clusters Score -679157.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -679159.062500 Penalty: 4314.876953
	Iteration 70Q: 3 clusters Score -679159.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -679162.687500 Penalty: 4314.876953
	Iteration 71Q: 3 clusters Score -679162.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -679172.375000 Penalty: 4314.876953
	Iteration 72Q: 3 clusters Score -679172.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -679184.687500 Penalty: 4314.876953
	Iteration 73Q: 3 clusters Score -679184.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -679195.312500 Penalty: 4314.876953
	Iteration 74Q: 3 clusters Score -679195.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -679203.312500 Penalty: 4314.876953
	Iteration 75Q: 3 clusters Score -679203.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -679210.687500 Penalty: 4314.876953
	Iteration 76Q: 3 clusters Score -679210.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -679214.812500 Penalty: 4314.876953
	Iteration 77Q: 3 clusters Score -679214.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -679221.812500 Penalty: 4314.876953
	Iteration 78Q: 3 clusters Score -679221.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -679229.500000 Penalty: 4314.876953
	Iteration 79Q: 3 clusters Score -679229.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -679235.000000 Penalty: 4314.876953
	Iteration 80F: 3 clusters Score -679235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -679249.812500 Penalty: 4314.876953
	Iteration 81Q: 3 clusters Score -679249.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -679265.812500 Penalty: 4314.876953
	Iteration 82Q: 3 clusters Score -679265.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -679281.250000 Penalty: 4314.876953
	Iteration 83Q: 3 clusters Score -679281.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -679297.187500 Penalty: 4314.876953
	Iteration 84Q: 3 clusters Score -679297.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -679305.187500 Penalty: 4314.876953
	Iteration 85Q: 3 clusters Score -679305.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -679312.250000 Penalty: 4314.876953
	Iteration 86Q: 3 clusters Score -679312.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -679317.000000 Penalty: 4314.876953
	Iteration 87Q: 3 clusters Score -679317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -679323.187500 Penalty: 4314.876953
	Iteration 88Q: 3 clusters Score -679323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -679323.437500 Penalty: 4314.876953
	Iteration 89Q: 3 clusters Score -679323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -679326.125000 Penalty: 4314.876953
	Iteration 90Q: 3 clusters Score -679326.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -679326.750000 Penalty: 4314.876953
	Iteration 91Q: 3 clusters Score -679326.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -679326.000000 Penalty: 4314.876953
	Iteration 92Q: 3 clusters Score -679326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -679327.937500 Penalty: 4314.876953
	Iteration 93Q: 3 clusters Score -679327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -679327.937500 Penalty: 4314.876953
	Iteration 94F: 3 clusters Score -679327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 19044 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 7521 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 8016 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 20013 members 
Mstep: Class 13 contains 8664 members 
Mstep: Class 14 contains 70444 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Entering Unmasked Estep 
Score: -154327888.000000 Penalty: 139752.468750
Splitting cluster 5 changes total score from -154315328.000000 to -154327888.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 6 (19044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Entering Unmasked Estep 
Score: -2278717.500000 Penalty: 2443.917969
	Iteration 0F: 2 clusters Score -2278718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2265289.750000 Penalty: 4887.835938
	Iteration 0F: 3 clusters Score -2265290 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2269990.500000 Penalty: 4887.835938
	Iteration 1F: 3 clusters Score -2269990 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2270663.250000 Penalty: 4887.835938
	Iteration 2F: 3 clusters Score -2270663 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2271214.500000 Penalty: 4887.835938
	Iteration 3F: 3 clusters Score -2271214 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2271692.500000 Penalty: 4887.835938
	Iteration 4Q: 3 clusters Score -2271692 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2272179.000000 Penalty: 4887.835938
	Iteration 5Q: 3 clusters Score -2272179 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2272688.250000 Penalty: 4887.835938
	Iteration 6Q: 3 clusters Score -2272688 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2273213.500000 Penalty: 4887.835938
	Iteration 7Q: 3 clusters Score -2273214 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2273826.250000 Penalty: 4887.835938
	Iteration 8Q: 3 clusters Score -2273826 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2274673.000000 Penalty: 4887.835938
	Iteration 9Q: 3 clusters Score -2274673 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2275794.500000 Penalty: 4887.835938
	Iteration 10F: 3 clusters Score -2275794 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2277175.500000 Penalty: 4887.835938
	Iteration 11F: 3 clusters Score -2277176 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2278449.000000 Penalty: 4887.835938
	Iteration 12Q: 3 clusters Score -2278449 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2279406.000000 Penalty: 4887.835938
	Iteration 13Q: 3 clusters Score -2279406 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2280042.500000 Penalty: 4887.835938
	Iteration 14Q: 3 clusters Score -2280042 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2280367.500000 Penalty: 4887.835938
	Iteration 15Q: 3 clusters Score -2280368 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2280479.750000 Penalty: 4887.835938
	Iteration 16Q: 3 clusters Score -2280480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2280522.250000 Penalty: 4887.835938
	Iteration 17Q: 3 clusters Score -2280522 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2280548.250000 Penalty: 4887.835938
	Iteration 18Q: 3 clusters Score -2280548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2280558.250000 Penalty: 4887.835938
	Iteration 19Q: 3 clusters Score -2280558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2280565.750000 Penalty: 4887.835938
	Iteration 20F: 3 clusters Score -2280566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2280572.250000 Penalty: 4887.835938
	Iteration 21Q: 3 clusters Score -2280572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2280578.000000 Penalty: 4887.835938
	Iteration 22Q: 3 clusters Score -2280578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2280574.500000 Penalty: 4887.835938
	Iteration 23Q: 3 clusters Score -2280574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2280574.750000 Penalty: 4887.835938
	Iteration 24Q: 3 clusters Score -2280575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2280574.750000 Penalty: 4887.835938
	Iteration 25F: 3 clusters Score -2280575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 7521 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 8016 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 20013 members 
Mstep: Class 13 contains 8664 members 
Mstep: Class 14 contains 70444 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Entering Unmasked Estep 
Score: -154328944.000000 Penalty: 143246.281250
Splitting cluster 6 changes total score from -154315328.000000 to -154328944.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 7 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -356447.375000 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -356447.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -353855.687500 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -353855.7 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -355613.062500 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -355613.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -357042.812500 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -357042.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -357902.812500 Penalty: 3841.736084
	Iteration 3F: 3 clusters Score -357902.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -358123.687500 Penalty: 3841.736084
	Iteration 4Q: 3 clusters Score -358123.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -358206.218750 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -358206.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -358222.156250 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -358222.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -358224.375000 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -358224.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -358240.531250 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -358240.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -358242.062500 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -358242.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -358274.687500 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -358274.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -358311.062500 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -358311.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -358332.531250 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -358332.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -358346.437500 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -358346.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -358374.750000 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -358374.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -358384.875000 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -358384.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -358403.375000 Penalty: 3841.736084
	Iteration 16Q: 3 clusters Score -358403.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -358403.062500 Penalty: 3841.736084
	Iteration 17Q: 3 clusters Score -358403.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -358415.718750 Penalty: 3841.736084
	Iteration 18Q: 3 clusters Score -358415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -358412.843750 Penalty: 3841.736084
	Iteration 19Q: 3 clusters Score -358412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -358420.656250 Penalty: 3841.736084
	Iteration 20F: 3 clusters Score -358420.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -358423.843750 Penalty: 3841.736084
	Iteration 21Q: 3 clusters Score -358423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -358406.937500 Penalty: 3841.736084
	Iteration 22Q: 3 clusters Score -358406.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -358413.281250 Penalty: 3841.736084
	Iteration 23Q: 3 clusters Score -358413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -358408.437500 Penalty: 3841.736084
	Iteration 24Q: 3 clusters Score -358408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -358420.968750 Penalty: 3841.736084
	Iteration 25Q: 3 clusters Score -358421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -358431.437500 Penalty: 3841.736084
	Iteration 26Q: 3 clusters Score -358431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -358431.437500 Penalty: 3841.736084
	Iteration 27F: 3 clusters Score -358431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 7521 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 8016 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 20013 members 
Mstep: Class 13 contains 8664 members 
Mstep: Class 14 contains 70444 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Entering Unmasked Estep 
Score: -154329584.000000 Penalty: 146740.093750
Splitting cluster 7 changes total score from -154315328.000000 to -154329584.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 8 (7521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Entering Unmasked Estep 
Score: -863191.250000 Penalty: 2213.512695
	Iteration 0F: 2 clusters Score -863191.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -857172.500000 Penalty: 4427.025391
	Iteration 0F: 3 clusters Score -857172.5 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -859232.375000 Penalty: 4427.025391
	Iteration 1F: 3 clusters Score -859232.4 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -860258.562500 Penalty: 4427.025391
	Iteration 2F: 3 clusters Score -860258.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -861470.750000 Penalty: 4427.025391
	Iteration 3F: 3 clusters Score -861470.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -862657.437500 Penalty: 4427.025391
	Iteration 4F: 3 clusters Score -862657.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -863673.625000 Penalty: 4427.025391
	Iteration 5F: 3 clusters Score -863673.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -864469.687500 Penalty: 4427.025391
	Iteration 6F: 3 clusters Score -864469.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -864939.750000 Penalty: 4427.025391
	Iteration 7Q: 3 clusters Score -864939.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -865237.187500 Penalty: 4427.025391
	Iteration 8Q: 3 clusters Score -865237.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -865591.187500 Penalty: 4427.025391
	Iteration 9Q: 3 clusters Score -865591.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -866048.312500 Penalty: 4427.025391
	Iteration 10Q: 3 clusters Score -866048.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -866369.812500 Penalty: 4427.025391
	Iteration 11Q: 3 clusters Score -866369.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -866435.000000 Penalty: 4427.025391
	Iteration 12Q: 3 clusters Score -866435 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -866492.375000 Penalty: 4427.025391
	Iteration 13Q: 3 clusters Score -866492.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -866684.937500 Penalty: 4427.025391
	Iteration 14Q: 3 clusters Score -866684.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -866949.062500 Penalty: 4427.025391
	Iteration 15Q: 3 clusters Score -866949.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -867079.375000 Penalty: 4427.025391
	Iteration 16Q: 3 clusters Score -867079.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -867120.750000 Penalty: 4427.025391
	Iteration 17Q: 3 clusters Score -867120.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -867137.750000 Penalty: 4427.025391
	Iteration 18Q: 3 clusters Score -867137.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -867145.250000 Penalty: 4427.025391
	Iteration 19Q: 3 clusters Score -867145.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -867147.437500 Penalty: 4427.025391
	Iteration 20F: 3 clusters Score -867147.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -867150.250000 Penalty: 4427.025391
	Iteration 21Q: 3 clusters Score -867150.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -867149.000000 Penalty: 4427.025391
	Iteration 22Q: 3 clusters Score -867149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -867151.062500 Penalty: 4427.025391
	Iteration 23Q: 3 clusters Score -867151.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -867151.750000 Penalty: 4427.025391
	Iteration 24Q: 3 clusters Score -867151.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -867151.750000 Penalty: 4427.025391
	Iteration 25F: 3 clusters Score -867151.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 8016 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 20013 members 
Mstep: Class 13 contains 8664 members 
Mstep: Class 14 contains 70444 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Entering Unmasked Estep 
Score: -154331808.000000 Penalty: 150233.906250
Splitting cluster 8 changes total score from -154315328.000000 to -154331808.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 9 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -571680.687500 Penalty: 2103.582520
	Iteration 0F: 2 clusters Score -571680.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -567268.000000 Penalty: 4207.165039
	Iteration 0F: 3 clusters Score -567268 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -568329.062500 Penalty: 4207.165039
	Iteration 1F: 3 clusters Score -568329.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -568571.062500 Penalty: 4207.165039
	Iteration 2F: 3 clusters Score -568571.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -568746.062500 Penalty: 4207.165039
	Iteration 3F: 3 clusters Score -568746.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -568884.750000 Penalty: 4207.165039
	Iteration 4Q: 3 clusters Score -568884.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -568996.500000 Penalty: 4207.165039
	Iteration 5Q: 3 clusters Score -568996.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -569089.625000 Penalty: 4207.165039
	Iteration 6Q: 3 clusters Score -569089.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -569170.687500 Penalty: 4207.165039
	Iteration 7Q: 3 clusters Score -569170.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -569259.000000 Penalty: 4207.165039
	Iteration 8Q: 3 clusters Score -569259 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -569335.250000 Penalty: 4207.165039
	Iteration 9Q: 3 clusters Score -569335.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -569394.062500 Penalty: 4207.165039
	Iteration 10Q: 3 clusters Score -569394.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -569436.625000 Penalty: 4207.165039
	Iteration 11Q: 3 clusters Score -569436.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -569477.812500 Penalty: 4207.165039
	Iteration 12Q: 3 clusters Score -569477.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -569516.750000 Penalty: 4207.165039
	Iteration 13Q: 3 clusters Score -569516.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -569545.875000 Penalty: 4207.165039
	Iteration 14Q: 3 clusters Score -569545.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -569576.062500 Penalty: 4207.165039
	Iteration 15Q: 3 clusters Score -569576.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -569601.000000 Penalty: 4207.165039
	Iteration 16Q: 3 clusters Score -569601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -569628.312500 Penalty: 4207.165039
	Iteration 17Q: 3 clusters Score -569628.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -569643.437500 Penalty: 4207.165039
	Iteration 18Q: 3 clusters Score -569643.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -569649.000000 Penalty: 4207.165039
	Iteration 19Q: 3 clusters Score -569649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -569655.562500 Penalty: 4207.165039
	Iteration 20F: 3 clusters Score -569655.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -569663.437500 Penalty: 4207.165039
	Iteration 21Q: 3 clusters Score -569663.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -569671.562500 Penalty: 4207.165039
	Iteration 22Q: 3 clusters Score -569671.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -569678.687500 Penalty: 4207.165039
	Iteration 23Q: 3 clusters Score -569678.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -569688.937500 Penalty: 4207.165039
	Iteration 24Q: 3 clusters Score -569688.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -569702.625000 Penalty: 4207.165039
	Iteration 25Q: 3 clusters Score -569702.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -569714.625000 Penalty: 4207.165039
	Iteration 26Q: 3 clusters Score -569714.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -569727.250000 Penalty: 4207.165039
	Iteration 27Q: 3 clusters Score -569727.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -569738.375000 Penalty: 4207.165039
	Iteration 28Q: 3 clusters Score -569738.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -569750.312500 Penalty: 4207.165039
	Iteration 29Q: 3 clusters Score -569750.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -569758.187500 Penalty: 4207.165039
	Iteration 30Q: 3 clusters Score -569758.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -569768.875000 Penalty: 4207.165039
	Iteration 31Q: 3 clusters Score -569768.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -569780.187500 Penalty: 4207.165039
	Iteration 32Q: 3 clusters Score -569780.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -569791.312500 Penalty: 4207.165039
	Iteration 33Q: 3 clusters Score -569791.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -569803.812500 Penalty: 4207.165039
	Iteration 34Q: 3 clusters Score -569803.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -569816.750000 Penalty: 4207.165039
	Iteration 35Q: 3 clusters Score -569816.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -569829.812500 Penalty: 4207.165039
	Iteration 36Q: 3 clusters Score -569829.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -569838.750000 Penalty: 4207.165039
	Iteration 37Q: 3 clusters Score -569838.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -569849.187500 Penalty: 4207.165039
	Iteration 38Q: 3 clusters Score -569849.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -569860.250000 Penalty: 4207.165039
	Iteration 39Q: 3 clusters Score -569860.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -569870.875000 Penalty: 4207.165039
	Iteration 40F: 3 clusters Score -569870.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -569884.312500 Penalty: 4207.165039
	Iteration 41Q: 3 clusters Score -569884.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -569899.437500 Penalty: 4207.165039
	Iteration 42Q: 3 clusters Score -569899.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -569916.500000 Penalty: 4207.165039
	Iteration 43Q: 3 clusters Score -569916.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -569934.500000 Penalty: 4207.165039
	Iteration 44Q: 3 clusters Score -569934.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -569949.750000 Penalty: 4207.165039
	Iteration 45Q: 3 clusters Score -569949.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -569962.125000 Penalty: 4207.165039
	Iteration 46Q: 3 clusters Score -569962.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -569976.625000 Penalty: 4207.165039
	Iteration 47Q: 3 clusters Score -569976.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -569988.687500 Penalty: 4207.165039
	Iteration 48Q: 3 clusters Score -569988.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -570004.437500 Penalty: 4207.165039
	Iteration 49Q: 3 clusters Score -570004.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -570022.062500 Penalty: 4207.165039
	Iteration 50Q: 3 clusters Score -570022.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -570043.250000 Penalty: 4207.165039
	Iteration 51Q: 3 clusters Score -570043.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -570060.437500 Penalty: 4207.165039
	Iteration 52Q: 3 clusters Score -570060.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -570076.750000 Penalty: 4207.165039
	Iteration 53Q: 3 clusters Score -570076.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -570097.125000 Penalty: 4207.165039
	Iteration 54Q: 3 clusters Score -570097.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -570124.500000 Penalty: 4207.165039
	Iteration 55Q: 3 clusters Score -570124.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -570144.125000 Penalty: 4207.165039
	Iteration 56Q: 3 clusters Score -570144.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -570163.625000 Penalty: 4207.165039
	Iteration 57Q: 3 clusters Score -570163.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -570194.187500 Penalty: 4207.165039
	Iteration 58Q: 3 clusters Score -570194.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -570230.000000 Penalty: 4207.165039
	Iteration 59Q: 3 clusters Score -570230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -570274.000000 Penalty: 4207.165039
	Iteration 60F: 3 clusters Score -570274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -570319.312500 Penalty: 4207.165039
	Iteration 61Q: 3 clusters Score -570319.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -570378.812500 Penalty: 4207.165039
	Iteration 62Q: 3 clusters Score -570378.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -570458.875000 Penalty: 4207.165039
	Iteration 63Q: 3 clusters Score -570458.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -570584.437500 Penalty: 4207.165039
	Iteration 64Q: 3 clusters Score -570584.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -570728.812500 Penalty: 4207.165039
	Iteration 65Q: 3 clusters Score -570728.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -570814.187500 Penalty: 4207.165039
	Iteration 66Q: 3 clusters Score -570814.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -570875.187500 Penalty: 4207.165039
	Iteration 67Q: 3 clusters Score -570875.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -570934.250000 Penalty: 4207.165039
	Iteration 68Q: 3 clusters Score -570934.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -570981.750000 Penalty: 4207.165039
	Iteration 69Q: 3 clusters Score -570981.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -571016.937500 Penalty: 4207.165039
	Iteration 70Q: 3 clusters Score -571016.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -571056.062500 Penalty: 4207.165039
	Iteration 71Q: 3 clusters Score -571056.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -571094.500000 Penalty: 4207.165039
	Iteration 72Q: 3 clusters Score -571094.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -571130.937500 Penalty: 4207.165039
	Iteration 73Q: 3 clusters Score -571130.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -571157.625000 Penalty: 4207.165039
	Iteration 74Q: 3 clusters Score -571157.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -571183.125000 Penalty: 4207.165039
	Iteration 75Q: 3 clusters Score -571183.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -571206.375000 Penalty: 4207.165039
	Iteration 76Q: 3 clusters Score -571206.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -571224.000000 Penalty: 4207.165039
	Iteration 77Q: 3 clusters Score -571224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -571237.562500 Penalty: 4207.165039
	Iteration 78Q: 3 clusters Score -571237.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -571253.750000 Penalty: 4207.165039
	Iteration 79Q: 3 clusters Score -571253.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -571268.125000 Penalty: 4207.165039
	Iteration 80F: 3 clusters Score -571268.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -571283.125000 Penalty: 4207.165039
	Iteration 81Q: 3 clusters Score -571283.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -571295.687500 Penalty: 4207.165039
	Iteration 82Q: 3 clusters Score -571295.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -571308.000000 Penalty: 4207.165039
	Iteration 83Q: 3 clusters Score -571308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -571320.937500 Penalty: 4207.165039
	Iteration 84Q: 3 clusters Score -571320.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -571335.000000 Penalty: 4207.165039
	Iteration 85Q: 3 clusters Score -571335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -571345.250000 Penalty: 4207.165039
	Iteration 86Q: 3 clusters Score -571345.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -571353.375000 Penalty: 4207.165039
	Iteration 87Q: 3 clusters Score -571353.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -571358.625000 Penalty: 4207.165039
	Iteration 88Q: 3 clusters Score -571358.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -571361.875000 Penalty: 4207.165039
	Iteration 89Q: 3 clusters Score -571361.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -571364.062500 Penalty: 4207.165039
	Iteration 90Q: 3 clusters Score -571364.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -571366.125000 Penalty: 4207.165039
	Iteration 91Q: 3 clusters Score -571366.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -571367.625000 Penalty: 4207.165039
	Iteration 92Q: 3 clusters Score -571367.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -571369.625000 Penalty: 4207.165039
	Iteration 93Q: 3 clusters Score -571369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -571370.750000 Penalty: 4207.165039
	Iteration 94Q: 3 clusters Score -571370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -571371.187500 Penalty: 4207.165039
	Iteration 95Q: 3 clusters Score -571371.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -571370.500000 Penalty: 4207.165039
	Iteration 96Q: 3 clusters Score -571370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -571371.437500 Penalty: 4207.165039
	Iteration 97Q: 3 clusters Score -571371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -571371.437500 Penalty: 4207.165039
	Iteration 98F: 3 clusters Score -571371.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Entering Unmasked Estep 
Score: -915808.125000 Penalty: 2229.320312
	Iteration 0F: 2 clusters Score -915808.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -909458.187500 Penalty: 4458.640625
	Iteration 0F: 3 clusters Score -909458.2 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -911587.937500 Penalty: 4458.640625
	Iteration 1F: 3 clusters Score -911587.9 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -912305.312500 Penalty: 4458.640625
	Iteration 2F: 3 clusters Score -912305.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -913003.875000 Penalty: 4458.640625
	Iteration 3F: 3 clusters Score -913003.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -913663.000000 Penalty: 4458.640625
	Iteration 4F: 3 clusters Score -913663 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -914263.062500 Penalty: 4458.640625
	Iteration 5F: 3 clusters Score -914263.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -914746.750000 Penalty: 4458.640625
	Iteration 6F: 3 clusters Score -914746.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -915074.562500 Penalty: 4458.640625
	Iteration 7Q: 3 clusters Score -915074.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -915420.687500 Penalty: 4458.640625
	Iteration 8Q: 3 clusters Score -915420.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -916033.187500 Penalty: 4458.640625
	Iteration 9Q: 3 clusters Score -916033.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -917413.125000 Penalty: 4458.640625
	Iteration 10F: 3 clusters Score -917413.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -918796.000000 Penalty: 4458.640625
	Iteration 11Q: 3 clusters Score -918796 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -919118.687500 Penalty: 4458.640625
	Iteration 12Q: 3 clusters Score -919118.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -919165.375000 Penalty: 4458.640625
	Iteration 13Q: 3 clusters Score -919165.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -919174.562500 Penalty: 4458.640625
	Iteration 14Q: 3 clusters Score -919174.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -919178.437500 Penalty: 4458.640625
	Iteration 15Q: 3 clusters Score -919178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -919181.687500 Penalty: 4458.640625
	Iteration 16Q: 3 clusters Score -919181.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -919181.937500 Penalty: 4458.640625
	Iteration 17Q: 3 clusters Score -919181.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -919181.937500 Penalty: 4458.640625
	Iteration 18F: 3 clusters Score -919181.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 20013 members 
Mstep: Class 13 contains 8664 members 
Mstep: Class 14 contains 70444 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Entering Unmasked Estep 
Score: -154333536.000000 Penalty: 153727.718750
Splitting cluster 10 changes total score from -154315328.000000 to -154333536.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 11 (242757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242757 members 
Entering Unmasked Estep 
Score: -29652632.000000 Penalty: 3075.154541
	Iteration 0F: 2 clusters Score -2.965263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121544 members 
Mstep: Class 2 contains 121213 members 
Entering Unmasked Estep 
Score: -29504264.000000 Penalty: 6150.309082
	Iteration 0F: 3 clusters Score -2.950426e+07 nChanged 117132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125386 members 
Mstep: Class 2 contains 117371 members 
Entering Unmasked Estep 
Score: -29573912.000000 Penalty: 6150.309082
	Iteration 1F: 3 clusters Score -2.957391e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128042 members 
Mstep: Class 2 contains 114715 members 
Entering Unmasked Estep 
Score: -29575642.000000 Penalty: 6150.309082
	Iteration 2Q: 3 clusters Score -2.957564e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132368 members 
Mstep: Class 2 contains 110389 members 
Entering Unmasked Estep 
Score: -29578364.000000 Penalty: 6150.309082
	Iteration 3Q: 3 clusters Score -2.957836e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139303 members 
Mstep: Class 2 contains 103454 members 
Entering Unmasked Estep 
Score: -29582956.000000 Penalty: 6150.309082
	Iteration 4Q: 3 clusters Score -2.958296e+07 nChanged 14239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149860 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -29590662.000000 Penalty: 6150.309082
	Iteration 5F: 3 clusters Score -2.959066e+07 nChanged 17668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164102 members 
Mstep: Class 2 contains 78655 members 
Entering Unmasked Estep 
Score: -29602622.000000 Penalty: 6150.309082
	Iteration 6F: 3 clusters Score -2.960262e+07 nChanged 19147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179747 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -29616580.000000 Penalty: 6150.309082
	Iteration 7F: 3 clusters Score -2.961658e+07 nChanged 17107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193976 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -29628028.000000 Penalty: 6150.309082
	Iteration 8F: 3 clusters Score -2.962803e+07 nChanged 13635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205763 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -29635970.000000 Penalty: 6150.309082
	Iteration 9F: 3 clusters Score -2.963597e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214956 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -29641028.000000 Penalty: 6150.309082
	Iteration 10Q: 3 clusters Score -2.964103e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221949 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -29644428.000000 Penalty: 6150.309082
	Iteration 11Q: 3 clusters Score -2.964443e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227312 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -29646794.000000 Penalty: 6150.309082
	Iteration 12Q: 3 clusters Score -2.964679e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231432 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -29648070.000000 Penalty: 6150.309082
	Iteration 13Q: 3 clusters Score -2.964807e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234397 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -29648966.000000 Penalty: 6150.309082
	Iteration 14Q: 3 clusters Score -2.964897e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236452 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -29649762.000000 Penalty: 6150.309082
	Iteration 15Q: 3 clusters Score -2.964976e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237930 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -29650176.000000 Penalty: 6150.309082
	Iteration 16Q: 3 clusters Score -2.965018e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238986 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -29650412.000000 Penalty: 6150.309082
	Iteration 17Q: 3 clusters Score -2.965041e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239705 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -29650604.000000 Penalty: 6150.309082
	Iteration 18Q: 3 clusters Score -2.96506e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240164 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -29650712.000000 Penalty: 6150.309082
	Iteration 19Q: 3 clusters Score -2.965071e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240460 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -29650816.000000 Penalty: 6150.309082
	Iteration 20F: 3 clusters Score -2.965082e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240685 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -29650888.000000 Penalty: 6150.309082
	Iteration 21Q: 3 clusters Score -2.965089e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240865 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -29650922.000000 Penalty: 6150.309082
	Iteration 22Q: 3 clusters Score -2.965092e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240987 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -29650908.000000 Penalty: 6150.309082
	Iteration 23Q: 3 clusters Score -2.965091e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241096 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -29650906.000000 Penalty: 6150.309082
	Iteration 24Q: 3 clusters Score -2.965091e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241176 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -29650922.000000 Penalty: 6150.309082
	Iteration 25Q: 3 clusters Score -2.965092e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241240 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -29650964.000000 Penalty: 6150.309082
	Iteration 26Q: 3 clusters Score -2.965096e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241297 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -29650964.000000 Penalty: 6150.309082
	Iteration 27Q: 3 clusters Score -2.965096e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241341 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -29650948.000000 Penalty: 6150.309082
	Iteration 28Q: 3 clusters Score -2.965095e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241361 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -29650988.000000 Penalty: 6150.309082
	Iteration 29Q: 3 clusters Score -2.965099e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241385 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -29651032.000000 Penalty: 6150.309082
	Iteration 30Q: 3 clusters Score -2.965103e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241408 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -29651056.000000 Penalty: 6150.309082
	Iteration 31Q: 3 clusters Score -2.965106e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241425 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -29651026.000000 Penalty: 6150.309082
	Iteration 32Q: 3 clusters Score -2.965103e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241441 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -29651028.000000 Penalty: 6150.309082
	Iteration 33Q: 3 clusters Score -2.965103e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241455 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -29651036.000000 Penalty: 6150.309082
	Iteration 34Q: 3 clusters Score -2.965104e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241468 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -29651026.000000 Penalty: 6150.309082
	Iteration 35Q: 3 clusters Score -2.965103e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241471 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -29651030.000000 Penalty: 6150.309082
	Iteration 36Q: 3 clusters Score -2.965103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241470 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -29651030.000000 Penalty: 6150.309082
	Iteration 37Q: 3 clusters Score -2.965103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241470 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -29651038.000000 Penalty: 6150.309082
	Iteration 38Q: 3 clusters Score -2.965104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241473 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -29651042.000000 Penalty: 6150.309082
	Iteration 39Q: 3 clusters Score -2.965104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241479 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -29651040.000000 Penalty: 6150.309082
	Iteration 40F: 3 clusters Score -2.965104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241486 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -29651042.000000 Penalty: 6150.309082
	Iteration 41Q: 3 clusters Score -2.965104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241490 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -29651034.000000 Penalty: 6150.309082
	Iteration 42Q: 3 clusters Score -2.965103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241492 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -29651054.000000 Penalty: 6150.309082
	Iteration 43Q: 3 clusters Score -2.965105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241491 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -29651044.000000 Penalty: 6150.309082
	Iteration 44Q: 3 clusters Score -2.965104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241495 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -29651042.000000 Penalty: 6150.309082
	Iteration 45Q: 3 clusters Score -2.965104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241500 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -29651030.000000 Penalty: 6150.309082
	Iteration 46Q: 3 clusters Score -2.965103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241500 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -29651038.000000 Penalty: 6150.309082
	Iteration 47Q: 3 clusters Score -2.965104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241510 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -29651040.000000 Penalty: 6150.309082
	Iteration 48Q: 3 clusters Score -2.965104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241517 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -29651068.000000 Penalty: 6150.309082
	Iteration 49Q: 3 clusters Score -2.965107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241525 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -29651072.000000 Penalty: 6150.309082
	Iteration 50Q: 3 clusters Score -2.965107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241539 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -29651076.000000 Penalty: 6150.309082
	Iteration 51Q: 3 clusters Score -2.965108e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241547 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -29651098.000000 Penalty: 6150.309082
	Iteration 52Q: 3 clusters Score -2.96511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241552 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -29651116.000000 Penalty: 6150.309082
	Iteration 53Q: 3 clusters Score -2.965112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241551 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -29651094.000000 Penalty: 6150.309082
	Iteration 54Q: 3 clusters Score -2.965109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241554 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -29651118.000000 Penalty: 6150.309082
	Iteration 55Q: 3 clusters Score -2.965112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241556 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -29651142.000000 Penalty: 6150.309082
	Iteration 56Q: 3 clusters Score -2.965114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241563 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -29651148.000000 Penalty: 6150.309082
	Iteration 57Q: 3 clusters Score -2.965115e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241568 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -29651152.000000 Penalty: 6150.309082
	Iteration 58Q: 3 clusters Score -2.965115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241570 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -29651160.000000 Penalty: 6150.309082
	Iteration 59Q: 3 clusters Score -2.965116e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241575 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -29651148.000000 Penalty: 6150.309082
	Iteration 60F: 3 clusters Score -2.965115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241580 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -29651130.000000 Penalty: 6150.309082
	Iteration 61Q: 3 clusters Score -2.965113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241587 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -29651116.000000 Penalty: 6150.309082
	Iteration 62Q: 3 clusters Score -2.965112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241590 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -29651136.000000 Penalty: 6150.309082
	Iteration 63Q: 3 clusters Score -2.965114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241590 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -29651144.000000 Penalty: 6150.309082
	Iteration 64Q: 3 clusters Score -2.965114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241592 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -29651140.000000 Penalty: 6150.309082
	Iteration 65Q: 3 clusters Score -2.965114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241596 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -29651110.000000 Penalty: 6150.309082
	Iteration 66Q: 3 clusters Score -2.965111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241598 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -29651116.000000 Penalty: 6150.309082
	Iteration 67Q: 3 clusters Score -2.965112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241602 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -29651102.000000 Penalty: 6150.309082
	Iteration 68Q: 3 clusters Score -2.96511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241607 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -29651118.000000 Penalty: 6150.309082
	Iteration 69Q: 3 clusters Score -2.965112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241608 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -29651114.000000 Penalty: 6150.309082
	Iteration 70Q: 3 clusters Score -2.965111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241609 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -29651106.000000 Penalty: 6150.309082
	Iteration 71Q: 3 clusters Score -2.965111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241611 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -29651090.000000 Penalty: 6150.309082
	Iteration 72Q: 3 clusters Score -2.965109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241616 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -29651104.000000 Penalty: 6150.309082
	Iteration 73Q: 3 clusters Score -2.96511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241616 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -29651138.000000 Penalty: 6150.309082
	Iteration 74Q: 3 clusters Score -2.965114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241615 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -29651130.000000 Penalty: 6150.309082
	Iteration 75Q: 3 clusters Score -2.965113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241612 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -29651130.000000 Penalty: 6150.309082
	Iteration 76Q: 3 clusters Score -2.965113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241604 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -29651134.000000 Penalty: 6150.309082
	Iteration 77Q: 3 clusters Score -2.965113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241601 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -29651146.000000 Penalty: 6150.309082
	Iteration 78Q: 3 clusters Score -2.965115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241596 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -29651176.000000 Penalty: 6150.309082
	Iteration 79Q: 3 clusters Score -2.965118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241597 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -29651160.000000 Penalty: 6150.309082
	Iteration 80F: 3 clusters Score -2.965116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241597 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -29651158.000000 Penalty: 6150.309082
	Iteration 81Q: 3 clusters Score -2.965116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241600 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -29651172.000000 Penalty: 6150.309082
	Iteration 82Q: 3 clusters Score -2.965117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241599 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -29651180.000000 Penalty: 6150.309082
	Iteration 83Q: 3 clusters Score -2.965118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241595 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -29651174.000000 Penalty: 6150.309082
	Iteration 84Q: 3 clusters Score -2.965117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241591 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -29651184.000000 Penalty: 6150.309082
	Iteration 85Q: 3 clusters Score -2.965118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241594 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -29651174.000000 Penalty: 6150.309082
	Iteration 86Q: 3 clusters Score -2.965117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241598 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -29651184.000000 Penalty: 6150.309082
	Iteration 87Q: 3 clusters Score -2.965118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241600 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -29651208.000000 Penalty: 6150.309082
	Iteration 88Q: 3 clusters Score -2.965121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241606 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -29651226.000000 Penalty: 6150.309082
	Iteration 89Q: 3 clusters Score -2.965123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241608 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -29651242.000000 Penalty: 6150.309082
	Iteration 90Q: 3 clusters Score -2.965124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241608 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -29651252.000000 Penalty: 6150.309082
	Iteration 91Q: 3 clusters Score -2.965125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241607 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -29651256.000000 Penalty: 6150.309082
	Iteration 92Q: 3 clusters Score -2.965126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241608 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -29651252.000000 Penalty: 6150.309082
	Iteration 93Q: 3 clusters Score -2.965125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241610 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -29651248.000000 Penalty: 6150.309082
	Iteration 94Q: 3 clusters Score -2.965125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241611 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -29651252.000000 Penalty: 6150.309082
	Iteration 95Q: 3 clusters Score -2.965125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241609 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -29651256.000000 Penalty: 6150.309082
	Iteration 96Q: 3 clusters Score -2.965126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241609 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -29651252.000000 Penalty: 6150.309082
	Iteration 97Q: 3 clusters Score -2.965125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241608 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -29651242.000000 Penalty: 6150.309082
	Iteration 98Q: 3 clusters Score -2.965124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241608 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -29651250.000000 Penalty: 6150.309082
	Iteration 99Q: 3 clusters Score -2.965125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241607 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -29651258.000000 Penalty: 6150.309082
	Iteration 100F: 3 clusters Score -2.965126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241608 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -29651264.000000 Penalty: 6150.309082
	Iteration 101Q: 3 clusters Score -2.965126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241610 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -29651262.000000 Penalty: 6150.309082
	Iteration 102Q: 3 clusters Score -2.965126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241612 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -29651284.000000 Penalty: 6150.309082
	Iteration 103Q: 3 clusters Score -2.965128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241618 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -29651270.000000 Penalty: 6150.309082
	Iteration 104Q: 3 clusters Score -2.965127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241623 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -29651280.000000 Penalty: 6150.309082
	Iteration 105Q: 3 clusters Score -2.965128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241623 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -29651284.000000 Penalty: 6150.309082
	Iteration 106Q: 3 clusters Score -2.965128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241624 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -29651286.000000 Penalty: 6150.309082
	Iteration 107Q: 3 clusters Score -2.965129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241625 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -29651266.000000 Penalty: 6150.309082
	Iteration 108Q: 3 clusters Score -2.965127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241626 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -29651294.000000 Penalty: 6150.309082
	Iteration 109Q: 3 clusters Score -2.965129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241628 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -29651300.000000 Penalty: 6150.309082
	Iteration 110Q: 3 clusters Score -2.96513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241628 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -29651290.000000 Penalty: 6150.309082
	Iteration 111Q: 3 clusters Score -2.965129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241627 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -29651306.000000 Penalty: 6150.309082
	Iteration 112Q: 3 clusters Score -2.965131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241625 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -29651302.000000 Penalty: 6150.309082
	Iteration 113Q: 3 clusters Score -2.96513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241622 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -29651298.000000 Penalty: 6150.309082
	Iteration 114Q: 3 clusters Score -2.96513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241622 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -29651298.000000 Penalty: 6150.309082
	Iteration 115Q: 3 clusters Score -2.96513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241624 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -29651304.000000 Penalty: 6150.309082
	Iteration 116Q: 3 clusters Score -2.96513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241627 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -29651298.000000 Penalty: 6150.309082
	Iteration 117Q: 3 clusters Score -2.96513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241629 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -29651298.000000 Penalty: 6150.309082
	Iteration 118Q: 3 clusters Score -2.96513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241627 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -29651300.000000 Penalty: 6150.309082
	Iteration 119Q: 3 clusters Score -2.96513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241625 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -29651318.000000 Penalty: 6150.309082
	Iteration 120F: 3 clusters Score -2.965132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241623 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -29651294.000000 Penalty: 6150.309082
	Iteration 121Q: 3 clusters Score -2.965129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241617 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -29651320.000000 Penalty: 6150.309082
	Iteration 122Q: 3 clusters Score -2.965132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241614 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -29651336.000000 Penalty: 6150.309082
	Iteration 123Q: 3 clusters Score -2.965134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241614 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -29651312.000000 Penalty: 6150.309082
	Iteration 124Q: 3 clusters Score -2.965131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241612 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -29651324.000000 Penalty: 6150.309082
	Iteration 125Q: 3 clusters Score -2.965132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241611 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -29651306.000000 Penalty: 6150.309082
	Iteration 126Q: 3 clusters Score -2.965131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241610 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -29651300.000000 Penalty: 6150.309082
	Iteration 127Q: 3 clusters Score -2.96513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241609 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -29651310.000000 Penalty: 6150.309082
	Iteration 128Q: 3 clusters Score -2.965131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241609 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -29651310.000000 Penalty: 6150.309082
	Iteration 129F: 3 clusters Score -2.965131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Entering Unmasked Estep 
Score: -2293159.750000 Penalty: 2456.226074
	Iteration 0F: 2 clusters Score -2293160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2279116.000000 Penalty: 4912.452148
	Iteration 0F: 3 clusters Score -2279116 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2284456.000000 Penalty: 4912.452148
	Iteration 1F: 3 clusters Score -2284456 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2286667.000000 Penalty: 4912.452148
	Iteration 2F: 3 clusters Score -2286667 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2290797.000000 Penalty: 4912.452148
	Iteration 3F: 3 clusters Score -2290797 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2295415.750000 Penalty: 4912.452148
	Iteration 4F: 3 clusters Score -2295416 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2297776.750000 Penalty: 4912.452148
	Iteration 5F: 3 clusters Score -2297777 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2298555.750000 Penalty: 4912.452148
	Iteration 6F: 3 clusters Score -2298556 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2298830.500000 Penalty: 4912.452148
	Iteration 7Q: 3 clusters Score -2298830 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2298980.000000 Penalty: 4912.452148
	Iteration 8Q: 3 clusters Score -2298980 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2299093.000000 Penalty: 4912.452148
	Iteration 9Q: 3 clusters Score -2299093 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2299164.500000 Penalty: 4912.452148
	Iteration 10Q: 3 clusters Score -2299164 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2299203.000000 Penalty: 4912.452148
	Iteration 11Q: 3 clusters Score -2299203 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2299232.750000 Penalty: 4912.452148
	Iteration 12Q: 3 clusters Score -2299233 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2299261.000000 Penalty: 4912.452148
	Iteration 13Q: 3 clusters Score -2299261 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2299300.250000 Penalty: 4912.452148
	Iteration 14Q: 3 clusters Score -2299300 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2299335.250000 Penalty: 4912.452148
	Iteration 15Q: 3 clusters Score -2299335 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2299357.500000 Penalty: 4912.452148
	Iteration 16Q: 3 clusters Score -2299358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2299396.250000 Penalty: 4912.452148
	Iteration 17Q: 3 clusters Score -2299396 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2299429.750000 Penalty: 4912.452148
	Iteration 18Q: 3 clusters Score -2299430 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2299455.500000 Penalty: 4912.452148
	Iteration 19Q: 3 clusters Score -2299456 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2299490.750000 Penalty: 4912.452148
	Iteration 20F: 3 clusters Score -2299491 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2299520.250000 Penalty: 4912.452148
	Iteration 21Q: 3 clusters Score -2299520 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2299559.250000 Penalty: 4912.452148
	Iteration 22Q: 3 clusters Score -2299559 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2299593.500000 Penalty: 4912.452148
	Iteration 23Q: 3 clusters Score -2299594 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2299614.750000 Penalty: 4912.452148
	Iteration 24Q: 3 clusters Score -2299615 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2299648.500000 Penalty: 4912.452148
	Iteration 25Q: 3 clusters Score -2299648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2299685.750000 Penalty: 4912.452148
	Iteration 26Q: 3 clusters Score -2299686 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2299726.250000 Penalty: 4912.452148
	Iteration 27Q: 3 clusters Score -2299726 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2299785.750000 Penalty: 4912.452148
	Iteration 28Q: 3 clusters Score -2299786 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2299849.000000 Penalty: 4912.452148
	Iteration 29Q: 3 clusters Score -2299849 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2299908.000000 Penalty: 4912.452148
	Iteration 30Q: 3 clusters Score -2299908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2299951.500000 Penalty: 4912.452148
	Iteration 31Q: 3 clusters Score -2299952 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2300002.500000 Penalty: 4912.452148
	Iteration 32Q: 3 clusters Score -2300002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2300056.000000 Penalty: 4912.452148
	Iteration 33Q: 3 clusters Score -2300056 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2300102.750000 Penalty: 4912.452148
	Iteration 34Q: 3 clusters Score -2300103 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2300149.250000 Penalty: 4912.452148
	Iteration 35Q: 3 clusters Score -2300149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2300174.250000 Penalty: 4912.452148
	Iteration 36Q: 3 clusters Score -2300174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2300187.750000 Penalty: 4912.452148
	Iteration 37Q: 3 clusters Score -2300188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2300196.250000 Penalty: 4912.452148
	Iteration 38Q: 3 clusters Score -2300196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2300201.250000 Penalty: 4912.452148
	Iteration 39Q: 3 clusters Score -2300201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2300208.750000 Penalty: 4912.452148
	Iteration 40F: 3 clusters Score -2300209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2300216.750000 Penalty: 4912.452148
	Iteration 41Q: 3 clusters Score -2300217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2300220.250000 Penalty: 4912.452148
	Iteration 42Q: 3 clusters Score -2300220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2300222.750000 Penalty: 4912.452148
	Iteration 43Q: 3 clusters Score -2300223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2300223.500000 Penalty: 4912.452148
	Iteration 44Q: 3 clusters Score -2300224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2300224.750000 Penalty: 4912.452148
	Iteration 45Q: 3 clusters Score -2300225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2300222.000000 Penalty: 4912.452148
	Iteration 46Q: 3 clusters Score -2300222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2300222.000000 Penalty: 4912.452148
	Iteration 47F: 3 clusters Score -2300222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 8664 members 
Mstep: Class 14 contains 70444 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Entering Unmasked Estep 
Score: -154338784.000000 Penalty: 157221.531250
Splitting cluster 12 changes total score from -154315328.000000 to -154338784.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 13 (8664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Entering Unmasked Estep 
Score: -1037606.750000 Penalty: 2248.599121
	Iteration 0F: 2 clusters Score -1037607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1030797.250000 Penalty: 4497.198242
	Iteration 0F: 3 clusters Score -1030797 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1032706.687500 Penalty: 4497.198242
	Iteration 1F: 3 clusters Score -1032707 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1033015.062500 Penalty: 4497.198242
	Iteration 2F: 3 clusters Score -1033015 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1033249.437500 Penalty: 4497.198242
	Iteration 3F: 3 clusters Score -1033249 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1033469.312500 Penalty: 4497.198242
	Iteration 4Q: 3 clusters Score -1033469 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1033732.312500 Penalty: 4497.198242
	Iteration 5Q: 3 clusters Score -1033732 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1034020.125000 Penalty: 4497.198242
	Iteration 6Q: 3 clusters Score -1034020 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1034446.625000 Penalty: 4497.198242
	Iteration 7F: 3 clusters Score -1034447 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1035164.437500 Penalty: 4497.198242
	Iteration 8F: 3 clusters Score -1035164 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1036116.437500 Penalty: 4497.198242
	Iteration 9F: 3 clusters Score -1036116 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1037058.187500 Penalty: 4497.198242
	Iteration 10F: 3 clusters Score -1037058 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1037543.312500 Penalty: 4497.198242
	Iteration 11F: 3 clusters Score -1037543 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1037866.625000 Penalty: 4497.198242
	Iteration 12Q: 3 clusters Score -1037867 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1038201.437500 Penalty: 4497.198242
	Iteration 13Q: 3 clusters Score -1038201 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1038548.875000 Penalty: 4497.198242
	Iteration 14Q: 3 clusters Score -1038549 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1038818.312500 Penalty: 4497.198242
	Iteration 15Q: 3 clusters Score -1038818 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1039006.750000 Penalty: 4497.198242
	Iteration 16Q: 3 clusters Score -1039007 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1039107.375000 Penalty: 4497.198242
	Iteration 17Q: 3 clusters Score -1039107 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1039150.125000 Penalty: 4497.198242
	Iteration 18Q: 3 clusters Score -1039150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1039161.187500 Penalty: 4497.198242
	Iteration 19Q: 3 clusters Score -1039161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1039168.875000 Penalty: 4497.198242
	Iteration 20F: 3 clusters Score -1039169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1039173.437500 Penalty: 4497.198242
	Iteration 21Q: 3 clusters Score -1039173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1039174.187500 Penalty: 4497.198242
	Iteration 22Q: 3 clusters Score -1039174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1039177.375000 Penalty: 4497.198242
	Iteration 23Q: 3 clusters Score -1039177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1039175.937500 Penalty: 4497.198242
	Iteration 24Q: 3 clusters Score -1039176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1039175.937500 Penalty: 4497.198242
	Iteration 25F: 3 clusters Score -1039176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 70444 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Entering Unmasked Estep 
Score: -154339616.000000 Penalty: 160715.343750
Splitting cluster 13 changes total score from -154315328.000000 to -154339616.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 14 (70444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Entering Unmasked Estep 
Score: -7799611.000000 Penalty: 2768.318359
	Iteration 0F: 2 clusters Score -7799611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -7752256.500000 Penalty: 5536.636719
	Iteration 0F: 3 clusters Score -7752256 nChanged 32990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -7771299.500000 Penalty: 5536.636719
	Iteration 1F: 3 clusters Score -7771300 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -7773118.000000 Penalty: 5536.636719
	Iteration 2F: 3 clusters Score -7773118 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -7775474.000000 Penalty: 5536.636719
	Iteration 3F: 3 clusters Score -7775474 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -7778252.000000 Penalty: 5536.636719
	Iteration 4F: 3 clusters Score -7778252 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -7781337.000000 Penalty: 5536.636719
	Iteration 5F: 3 clusters Score -7781337 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -7784358.000000 Penalty: 5536.636719
	Iteration 6F: 3 clusters Score -7784358 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -7787058.000000 Penalty: 5536.636719
	Iteration 7F: 3 clusters Score -7787058 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -7789392.500000 Penalty: 5536.636719
	Iteration 8F: 3 clusters Score -7789392 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -7791135.500000 Penalty: 5536.636719
	Iteration 9Q: 3 clusters Score -7791136 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -7792483.000000 Penalty: 5536.636719
	Iteration 10Q: 3 clusters Score -7792483 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -7793612.000000 Penalty: 5536.636719
	Iteration 11Q: 3 clusters Score -7793612 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -7794561.500000 Penalty: 5536.636719
	Iteration 12Q: 3 clusters Score -7794562 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -7795344.500000 Penalty: 5536.636719
	Iteration 13Q: 3 clusters Score -7795344 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -7796090.500000 Penalty: 5536.636719
	Iteration 14Q: 3 clusters Score -7796090 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -7796755.500000 Penalty: 5536.636719
	Iteration 15Q: 3 clusters Score -7796756 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -7797463.000000 Penalty: 5536.636719
	Iteration 16Q: 3 clusters Score -7797463 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -7798116.000000 Penalty: 5536.636719
	Iteration 17Q: 3 clusters Score -7798116 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63692 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -7798618.000000 Penalty: 5536.636719
	Iteration 18Q: 3 clusters Score -7798618 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -7799059.000000 Penalty: 5536.636719
	Iteration 19Q: 3 clusters Score -7799059 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65080 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -7799351.500000 Penalty: 5536.636719
	Iteration 20F: 3 clusters Score -7799352 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -7799501.500000 Penalty: 5536.636719
	Iteration 21Q: 3 clusters Score -7799502 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -7799583.000000 Penalty: 5536.636719
	Iteration 22Q: 3 clusters Score -7799583 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -7799668.500000 Penalty: 5536.636719
	Iteration 23Q: 3 clusters Score -7799668 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -7799707.000000 Penalty: 5536.636719
	Iteration 24Q: 3 clusters Score -7799707 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -7799753.500000 Penalty: 5536.636719
	Iteration 25Q: 3 clusters Score -7799754 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -7799764.500000 Penalty: 5536.636719
	Iteration 26Q: 3 clusters Score -7799764 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -7799782.000000 Penalty: 5536.636719
	Iteration 27Q: 3 clusters Score -7799782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66577 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -7799777.500000 Penalty: 5536.636719
	Iteration 28Q: 3 clusters Score -7799778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -7799769.000000 Penalty: 5536.636719
	Iteration 29Q: 3 clusters Score -7799769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -7799774.500000 Penalty: 5536.636719
	Iteration 30Q: 3 clusters Score -7799774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -7799791.500000 Penalty: 5536.636719
	Iteration 31Q: 3 clusters Score -7799792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -7799785.000000 Penalty: 5536.636719
	Iteration 32Q: 3 clusters Score -7799785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -7799791.500000 Penalty: 5536.636719
	Iteration 33Q: 3 clusters Score -7799792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -7799792.500000 Penalty: 5536.636719
	Iteration 34Q: 3 clusters Score -7799792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -7799789.500000 Penalty: 5536.636719
	Iteration 35Q: 3 clusters Score -7799790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66730 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -7799796.000000 Penalty: 5536.636719
	Iteration 36Q: 3 clusters Score -7799796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -7799788.500000 Penalty: 5536.636719
	Iteration 37Q: 3 clusters Score -7799788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -7799784.500000 Penalty: 5536.636719
	Iteration 38Q: 3 clusters Score -7799784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -7799788.000000 Penalty: 5536.636719
	Iteration 39Q: 3 clusters Score -7799788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -7799784.000000 Penalty: 5536.636719
	Iteration 40F: 3 clusters Score -7799784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -7799792.500000 Penalty: 5536.636719
	Iteration 41Q: 3 clusters Score -7799792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -7799793.000000 Penalty: 5536.636719
	Iteration 42Q: 3 clusters Score -7799793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -7799795.000000 Penalty: 5536.636719
	Iteration 43Q: 3 clusters Score -7799795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -7799793.500000 Penalty: 5536.636719
	Iteration 44Q: 3 clusters Score -7799794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -7799796.500000 Penalty: 5536.636719
	Iteration 45Q: 3 clusters Score -7799796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -7799796.500000 Penalty: 5536.636719
	Iteration 46F: 3 clusters Score -7799796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Entering Unmasked Estep 
Score: -154339440.000000 Penalty: 164209.156250
Splitting cluster 14 changes total score from -154315328.000000 to -154339440.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 15 (11913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Entering Unmasked Estep 
Score: -1418770.875000 Penalty: 2327.575684
	Iteration 0F: 2 clusters Score -1418771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1409910.500000 Penalty: 4655.151367
	Iteration 0F: 3 clusters Score -1409910 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1412805.750000 Penalty: 4655.151367
	Iteration 1F: 3 clusters Score -1412806 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1413354.625000 Penalty: 4655.151367
	Iteration 2F: 3 clusters Score -1413355 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1413994.000000 Penalty: 4655.151367
	Iteration 3F: 3 clusters Score -1413994 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1414811.625000 Penalty: 4655.151367
	Iteration 4F: 3 clusters Score -1414812 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1415774.625000 Penalty: 4655.151367
	Iteration 5F: 3 clusters Score -1415775 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1416655.500000 Penalty: 4655.151367
	Iteration 6F: 3 clusters Score -1416656 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1417265.750000 Penalty: 4655.151367
	Iteration 7F: 3 clusters Score -1417266 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1417618.375000 Penalty: 4655.151367
	Iteration 8Q: 3 clusters Score -1417618 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1417842.500000 Penalty: 4655.151367
	Iteration 9Q: 3 clusters Score -1417842 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1418051.000000 Penalty: 4655.151367
	Iteration 10Q: 3 clusters Score -1418051 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1418320.875000 Penalty: 4655.151367
	Iteration 11Q: 3 clusters Score -1418321 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1418568.500000 Penalty: 4655.151367
	Iteration 12Q: 3 clusters Score -1418568 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1418728.500000 Penalty: 4655.151367
	Iteration 13Q: 3 clusters Score -1418728 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1418846.625000 Penalty: 4655.151367
	Iteration 14Q: 3 clusters Score -1418847 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1418929.250000 Penalty: 4655.151367
	Iteration 15Q: 3 clusters Score -1418929 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1419000.250000 Penalty: 4655.151367
	Iteration 16Q: 3 clusters Score -1419000 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1419049.625000 Penalty: 4655.151367
	Iteration 17Q: 3 clusters Score -1419050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1419084.000000 Penalty: 4655.151367
	Iteration 18Q: 3 clusters Score -1419084 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1419116.000000 Penalty: 4655.151367
	Iteration 19Q: 3 clusters Score -1419116 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1419138.500000 Penalty: 4655.151367
	Iteration 20F: 3 clusters Score -1419138 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1419155.250000 Penalty: 4655.151367
	Iteration 21Q: 3 clusters Score -1419155 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1419169.625000 Penalty: 4655.151367
	Iteration 22Q: 3 clusters Score -1419170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1419183.500000 Penalty: 4655.151367
	Iteration 23Q: 3 clusters Score -1419184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1419185.500000 Penalty: 4655.151367
	Iteration 24Q: 3 clusters Score -1419186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1419184.875000 Penalty: 4655.151367
	Iteration 25Q: 3 clusters Score -1419185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1419190.500000 Penalty: 4655.151367
	Iteration 26Q: 3 clusters Score -1419190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1419193.500000 Penalty: 4655.151367
	Iteration 27Q: 3 clusters Score -1419194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1419190.625000 Penalty: 4655.151367
	Iteration 28Q: 3 clusters Score -1419191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1419193.625000 Penalty: 4655.151367
	Iteration 29Q: 3 clusters Score -1419194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1419192.000000 Penalty: 4655.151367
	Iteration 30Q: 3 clusters Score -1419192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1419194.625000 Penalty: 4655.151367
	Iteration 31Q: 3 clusters Score -1419195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1419198.375000 Penalty: 4655.151367
	Iteration 32Q: 3 clusters Score -1419198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1419197.000000 Penalty: 4655.151367
	Iteration 33Q: 3 clusters Score -1419197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1419197.500000 Penalty: 4655.151367
	Iteration 34Q: 3 clusters Score -1419198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1419197.500000 Penalty: 4655.151367
	Iteration 35F: 3 clusters Score -1419198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Entering Unmasked Estep 
Score: -154338688.000000 Penalty: 167702.968750
Splitting cluster 15 changes total score from -154315328.000000 to -154338688.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 16 (17599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Entering Unmasked Estep 
Score: -2068110.875000 Penalty: 2424.348145
	Iteration 0F: 2 clusters Score -2068111 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 8781 members 
Entering Unmasked Estep 
Score: -2055587.000000 Penalty: 4848.696289
	Iteration 0F: 3 clusters Score -2055587 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2060286.000000 Penalty: 4848.696289
	Iteration 1F: 3 clusters Score -2060286 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2061694.875000 Penalty: 4848.696289
	Iteration 2F: 3 clusters Score -2061695 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2063619.625000 Penalty: 4848.696289
	Iteration 3F: 3 clusters Score -2063620 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2065414.875000 Penalty: 4848.696289
	Iteration 4F: 3 clusters Score -2065415 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2066490.500000 Penalty: 4848.696289
	Iteration 5F: 3 clusters Score -2066490 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2066932.125000 Penalty: 4848.696289
	Iteration 6F: 3 clusters Score -2066932 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2067127.250000 Penalty: 4848.696289
	Iteration 7Q: 3 clusters Score -2067127 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2067227.875000 Penalty: 4848.696289
	Iteration 8Q: 3 clusters Score -2067228 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2067301.125000 Penalty: 4848.696289
	Iteration 9Q: 3 clusters Score -2067301 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2067346.375000 Penalty: 4848.696289
	Iteration 10Q: 3 clusters Score -2067346 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2067397.500000 Penalty: 4848.696289
	Iteration 11Q: 3 clusters Score -2067398 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2067478.375000 Penalty: 4848.696289
	Iteration 12Q: 3 clusters Score -2067478 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2067558.625000 Penalty: 4848.696289
	Iteration 13Q: 3 clusters Score -2067559 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2067614.750000 Penalty: 4848.696289
	Iteration 14Q: 3 clusters Score -2067615 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2067644.625000 Penalty: 4848.696289
	Iteration 15Q: 3 clusters Score -2067645 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2067682.750000 Penalty: 4848.696289
	Iteration 16Q: 3 clusters Score -2067683 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2067688.250000 Penalty: 4848.696289
	Iteration 17Q: 3 clusters Score -2067688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2067706.375000 Penalty: 4848.696289
	Iteration 18Q: 3 clusters Score -2067706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2067712.500000 Penalty: 4848.696289
	Iteration 19Q: 3 clusters Score -2067712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2067725.125000 Penalty: 4848.696289
	Iteration 20F: 3 clusters Score -2067725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2067735.375000 Penalty: 4848.696289
	Iteration 21Q: 3 clusters Score -2067735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2067737.000000 Penalty: 4848.696289
	Iteration 22Q: 3 clusters Score -2067737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2067747.375000 Penalty: 4848.696289
	Iteration 23Q: 3 clusters Score -2067747 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2067754.125000 Penalty: 4848.696289
	Iteration 24Q: 3 clusters Score -2067754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2067760.125000 Penalty: 4848.696289
	Iteration 25Q: 3 clusters Score -2067760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2067770.000000 Penalty: 4848.696289
	Iteration 26Q: 3 clusters Score -2067770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2067781.500000 Penalty: 4848.696289
	Iteration 27Q: 3 clusters Score -2067782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2067786.375000 Penalty: 4848.696289
	Iteration 28Q: 3 clusters Score -2067786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2067797.000000 Penalty: 4848.696289
	Iteration 29Q: 3 clusters Score -2067797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2067801.750000 Penalty: 4848.696289
	Iteration 30Q: 3 clusters Score -2067802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2067801.000000 Penalty: 4848.696289
	Iteration 31Q: 3 clusters Score -2067801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2067802.500000 Penalty: 4848.696289
	Iteration 32Q: 3 clusters Score -2067802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2067803.625000 Penalty: 4848.696289
	Iteration 33Q: 3 clusters Score -2067804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2067807.375000 Penalty: 4848.696289
	Iteration 34Q: 3 clusters Score -2067807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2067816.625000 Penalty: 4848.696289
	Iteration 35Q: 3 clusters Score -2067817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2067814.125000 Penalty: 4848.696289
	Iteration 36Q: 3 clusters Score -2067814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2067817.125000 Penalty: 4848.696289
	Iteration 37Q: 3 clusters Score -2067817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2067816.375000 Penalty: 4848.696289
	Iteration 38Q: 3 clusters Score -2067816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2067818.750000 Penalty: 4848.696289
	Iteration 39Q: 3 clusters Score -2067819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2067820.000000 Penalty: 4848.696289
	Iteration 40F: 3 clusters Score -2067820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2067820.875000 Penalty: 4848.696289
	Iteration 41Q: 3 clusters Score -2067821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2067819.500000 Penalty: 4848.696289
	Iteration 42Q: 3 clusters Score -2067820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2067819.625000 Penalty: 4848.696289
	Iteration 43Q: 3 clusters Score -2067820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2067818.000000 Penalty: 4848.696289
	Iteration 44Q: 3 clusters Score -2067818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2067821.500000 Penalty: 4848.696289
	Iteration 45Q: 3 clusters Score -2067822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2067822.625000 Penalty: 4848.696289
	Iteration 46Q: 3 clusters Score -2067823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2067826.125000 Penalty: 4848.696289
	Iteration 47Q: 3 clusters Score -2067826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2067823.000000 Penalty: 4848.696289
	Iteration 48Q: 3 clusters Score -2067823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2067823.375000 Penalty: 4848.696289
	Iteration 49Q: 3 clusters Score -2067823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2067826.250000 Penalty: 4848.696289
	Iteration 50Q: 3 clusters Score -2067826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2067825.875000 Penalty: 4848.696289
	Iteration 51Q: 3 clusters Score -2067826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2067825.875000 Penalty: 4848.696289
	Iteration 52Q: 3 clusters Score -2067826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2067823.125000 Penalty: 4848.696289
	Iteration 53Q: 3 clusters Score -2067823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2067823.000000 Penalty: 4848.696289
	Iteration 54Q: 3 clusters Score -2067823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2067823.500000 Penalty: 4848.696289
	Iteration 55Q: 3 clusters Score -2067824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2067823.500000 Penalty: 4848.696289
	Iteration 56F: 3 clusters Score -2067824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (148448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148448 members 
Entering Unmasked Estep 
Score: -17972554.000000 Penalty: 2953.181641
	Iteration 0F: 2 clusters Score -1.797255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74371 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -17873120.000000 Penalty: 5906.363281
	Iteration 0F: 3 clusters Score -1.787312e+07 nChanged 71052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 72123 members 
Entering Unmasked Estep 
Score: -17914606.000000 Penalty: 5906.363281
	Iteration 1F: 3 clusters Score -1.791461e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -17915908.000000 Penalty: 5906.363281
	Iteration 2Q: 3 clusters Score -1.791591e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -17917894.000000 Penalty: 5906.363281
	Iteration 3Q: 3 clusters Score -1.791789e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -17920356.000000 Penalty: 5906.363281
	Iteration 4Q: 3 clusters Score -1.792036e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -17924546.000000 Penalty: 5906.363281
	Iteration 5F: 3 clusters Score -1.792455e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98077 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -17930866.000000 Penalty: 5906.363281
	Iteration 6F: 3 clusters Score -1.793087e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107973 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -17939210.000000 Penalty: 5906.363281
	Iteration 7F: 3 clusters Score -1.793921e+07 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118190 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -17948186.000000 Penalty: 5906.363281
	Iteration 8F: 3 clusters Score -1.794819e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126902 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -17956310.000000 Penalty: 5906.363281
	Iteration 9F: 3 clusters Score -1.795631e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133221 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -17962206.000000 Penalty: 5906.363281
	Iteration 10Q: 3 clusters Score -1.796221e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137353 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -17965984.000000 Penalty: 5906.363281
	Iteration 11Q: 3 clusters Score -1.796598e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139958 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -17968096.000000 Penalty: 5906.363281
	Iteration 12Q: 3 clusters Score -1.79681e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141728 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -17969450.000000 Penalty: 5906.363281
	Iteration 13Q: 3 clusters Score -1.796945e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142977 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -17970288.000000 Penalty: 5906.363281
	Iteration 14Q: 3 clusters Score -1.797029e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143838 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -17970790.000000 Penalty: 5906.363281
	Iteration 15Q: 3 clusters Score -1.797079e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144458 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -17971112.000000 Penalty: 5906.363281
	Iteration 16Q: 3 clusters Score -1.797111e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144901 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -17971314.000000 Penalty: 5906.363281
	Iteration 17Q: 3 clusters Score -1.797131e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145217 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -17971430.000000 Penalty: 5906.363281
	Iteration 18Q: 3 clusters Score -1.797143e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145470 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -17971460.000000 Penalty: 5906.363281
	Iteration 19Q: 3 clusters Score -1.797146e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145642 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -17971476.000000 Penalty: 5906.363281
	Iteration 20F: 3 clusters Score -1.797148e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145774 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -17971544.000000 Penalty: 5906.363281
	Iteration 21Q: 3 clusters Score -1.797154e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145891 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -17971614.000000 Penalty: 5906.363281
	Iteration 22Q: 3 clusters Score -1.797161e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146003 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -17971678.000000 Penalty: 5906.363281
	Iteration 23Q: 3 clusters Score -1.797168e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146105 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -17971730.000000 Penalty: 5906.363281
	Iteration 24Q: 3 clusters Score -1.797173e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146182 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -17971784.000000 Penalty: 5906.363281
	Iteration 25Q: 3 clusters Score -1.797178e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146257 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -17971842.000000 Penalty: 5906.363281
	Iteration 26Q: 3 clusters Score -1.797184e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146304 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -17971852.000000 Penalty: 5906.363281
	Iteration 27Q: 3 clusters Score -1.797185e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146342 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -17971878.000000 Penalty: 5906.363281
	Iteration 28Q: 3 clusters Score -1.797188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146381 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -17971878.000000 Penalty: 5906.363281
	Iteration 29Q: 3 clusters Score -1.797188e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146411 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -17971892.000000 Penalty: 5906.363281
	Iteration 30Q: 3 clusters Score -1.797189e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146436 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -17971876.000000 Penalty: 5906.363281
	Iteration 31Q: 3 clusters Score -1.797188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146459 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -17971884.000000 Penalty: 5906.363281
	Iteration 32Q: 3 clusters Score -1.797188e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146485 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -17971918.000000 Penalty: 5906.363281
	Iteration 33Q: 3 clusters Score -1.797192e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146515 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -17971944.000000 Penalty: 5906.363281
	Iteration 34Q: 3 clusters Score -1.797194e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146543 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -17971946.000000 Penalty: 5906.363281
	Iteration 35Q: 3 clusters Score -1.797195e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146566 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -17971966.000000 Penalty: 5906.363281
	Iteration 36Q: 3 clusters Score -1.797197e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146594 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -17971974.000000 Penalty: 5906.363281
	Iteration 37Q: 3 clusters Score -1.797197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146613 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -17971960.000000 Penalty: 5906.363281
	Iteration 38Q: 3 clusters Score -1.797196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146631 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -17971992.000000 Penalty: 5906.363281
	Iteration 39Q: 3 clusters Score -1.797199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146643 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -17971984.000000 Penalty: 5906.363281
	Iteration 40F: 3 clusters Score -1.797198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146656 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -17971988.000000 Penalty: 5906.363281
	Iteration 41Q: 3 clusters Score -1.797199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146664 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -17971986.000000 Penalty: 5906.363281
	Iteration 42Q: 3 clusters Score -1.797199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146670 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -17971978.000000 Penalty: 5906.363281
	Iteration 43Q: 3 clusters Score -1.797198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146670 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -17971982.000000 Penalty: 5906.363281
	Iteration 44Q: 3 clusters Score -1.797198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146670 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -17971980.000000 Penalty: 5906.363281
	Iteration 45Q: 3 clusters Score -1.797198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146673 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -17971972.000000 Penalty: 5906.363281
	Iteration 46Q: 3 clusters Score -1.797197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146677 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -17971966.000000 Penalty: 5906.363281
	Iteration 47Q: 3 clusters Score -1.797197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146679 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -17971970.000000 Penalty: 5906.363281
	Iteration 48Q: 3 clusters Score -1.797197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146681 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -17971970.000000 Penalty: 5906.363281
	Iteration 49Q: 3 clusters Score -1.797197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146685 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -17971964.000000 Penalty: 5906.363281
	Iteration 50Q: 3 clusters Score -1.797196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146687 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -17971970.000000 Penalty: 5906.363281
	Iteration 51Q: 3 clusters Score -1.797197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146692 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -17971962.000000 Penalty: 5906.363281
	Iteration 52Q: 3 clusters Score -1.797196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146694 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -17971966.000000 Penalty: 5906.363281
	Iteration 53Q: 3 clusters Score -1.797197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146692 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -17971962.000000 Penalty: 5906.363281
	Iteration 54Q: 3 clusters Score -1.797196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146692 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -17971970.000000 Penalty: 5906.363281
	Iteration 55Q: 3 clusters Score -1.797197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146693 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -17971964.000000 Penalty: 5906.363281
	Iteration 56Q: 3 clusters Score -1.797196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146694 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -17971972.000000 Penalty: 5906.363281
	Iteration 57Q: 3 clusters Score -1.797197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146696 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -17971972.000000 Penalty: 5906.363281
	Iteration 58Q: 3 clusters Score -1.797197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146696 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -17971964.000000 Penalty: 5906.363281
	Iteration 59Q: 3 clusters Score -1.797196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146697 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -17971976.000000 Penalty: 5906.363281
	Iteration 60F: 3 clusters Score -1.797198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Entering Unmasked Estep 
Score: -2451331.750000 Penalty: 2453.095947
	Iteration 0F: 2 clusters Score -2451332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2437378.000000 Penalty: 4906.191895
	Iteration 0F: 3 clusters Score -2437378 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2441939.750000 Penalty: 4906.191895
	Iteration 1F: 3 clusters Score -2441940 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2442430.000000 Penalty: 4906.191895
	Iteration 2F: 3 clusters Score -2442430 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2443086.750000 Penalty: 4906.191895
	Iteration 3F: 3 clusters Score -2443087 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2444180.500000 Penalty: 4906.191895
	Iteration 4F: 3 clusters Score -2444180 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2445840.750000 Penalty: 4906.191895
	Iteration 5F: 3 clusters Score -2445841 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2447811.500000 Penalty: 4906.191895
	Iteration 6F: 3 clusters Score -2447812 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2449702.750000 Penalty: 4906.191895
	Iteration 7F: 3 clusters Score -2449703 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2451567.750000 Penalty: 4906.191895
	Iteration 8F: 3 clusters Score -2451568 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2452750.000000 Penalty: 4906.191895
	Iteration 9Q: 3 clusters Score -2452750 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2453114.000000 Penalty: 4906.191895
	Iteration 10Q: 3 clusters Score -2453114 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2453306.250000 Penalty: 4906.191895
	Iteration 11Q: 3 clusters Score -2453306 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2453445.000000 Penalty: 4906.191895
	Iteration 12Q: 3 clusters Score -2453445 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2453550.500000 Penalty: 4906.191895
	Iteration 13Q: 3 clusters Score -2453550 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2453620.500000 Penalty: 4906.191895
	Iteration 14Q: 3 clusters Score -2453620 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2453706.000000 Penalty: 4906.191895
	Iteration 15Q: 3 clusters Score -2453706 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2453784.500000 Penalty: 4906.191895
	Iteration 16Q: 3 clusters Score -2453784 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2453854.250000 Penalty: 4906.191895
	Iteration 17Q: 3 clusters Score -2453854 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2453915.000000 Penalty: 4906.191895
	Iteration 18Q: 3 clusters Score -2453915 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2453962.750000 Penalty: 4906.191895
	Iteration 19Q: 3 clusters Score -2453963 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2454042.250000 Penalty: 4906.191895
	Iteration 20F: 3 clusters Score -2454042 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2454113.500000 Penalty: 4906.191895
	Iteration 21Q: 3 clusters Score -2454114 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2454200.250000 Penalty: 4906.191895
	Iteration 22Q: 3 clusters Score -2454200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2454258.500000 Penalty: 4906.191895
	Iteration 23Q: 3 clusters Score -2454258 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2454300 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2454351.500000 Penalty: 4906.191895
	Iteration 25Q: 3 clusters Score -2454352 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2454385.500000 Penalty: 4906.191895
	Iteration 26Q: 3 clusters Score -2454386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2454414.250000 Penalty: 4906.191895
	Iteration 27Q: 3 clusters Score -2454414 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2454440 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2454482 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2454505.250000 Penalty: 4906.191895
	Iteration 30Q: 3 clusters Score -2454505 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2454521 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2454534 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2454557 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2454583 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2454620 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2454655 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2454700 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2454736 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2454776 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2454800 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2454841 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2454868 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2454889 nChanged 115
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Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2454911 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2454938 nChanged 111
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Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2454965 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2454985 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2455000.750000 Penalty: 4906.191895
	Iteration 48Q: 3 clusters Score -2455001 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2455023 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2455052 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2455070 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2455079 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2455094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2455105 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2455117 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2455136.000000 Penalty: 4906.191895
	Iteration 56Q: 3 clusters Score -2455136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2455149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2455165.500000 Penalty: 4906.191895
	Iteration 58Q: 3 clusters Score -2455166 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2455177.000000 Penalty: 4906.191895
	Iteration 59Q: 3 clusters Score -2455177 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2455187.500000 Penalty: 4906.191895
	Iteration 60F: 3 clusters Score -2455188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2455201.500000 Penalty: 4906.191895
	Iteration 61Q: 3 clusters Score -2455202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2455209.750000 Penalty: 4906.191895
	Iteration 62Q: 3 clusters Score -2455210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2455209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2455213.750000 Penalty: 4906.191895
	Iteration 64Q: 3 clusters Score -2455214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2455232.250000 Penalty: 4906.191895
	Iteration 65Q: 3 clusters Score -2455232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2455232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2455240.250000 Penalty: 4906.191895
	Iteration 67Q: 3 clusters Score -2455240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2455245.000000 Penalty: 4906.191895
	Iteration 68Q: 3 clusters Score -2455245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2455251 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2455265 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2455260.750000 Penalty: 4906.191895
	Iteration 71Q: 3 clusters Score -2455261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2455277 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2455280 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2455277 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2455282.250000 Penalty: 4906.191895
	Iteration 75Q: 3 clusters Score -2455282 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2455292.250000 Penalty: 4906.191895
	Iteration 76Q: 3 clusters Score -2455292 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2455294 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2455301.500000 Penalty: 4906.191895
	Iteration 78Q: 3 clusters Score -2455302 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2455308 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2455307 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2455306 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2455309.750000 Penalty: 4906.191895
	Iteration 82Q: 3 clusters Score -2455310 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2455307 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2455308 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2455304.250000 Penalty: 4906.191895
	Iteration 85Q: 3 clusters Score -2455304 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2455310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2455305.500000 Penalty: 4906.191895
	Iteration 87Q: 3 clusters Score -2455306 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2455311.000000 Penalty: 4906.191895
	Iteration 88Q: 3 clusters Score -2455311 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2455318 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2455320 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2455320 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2455318 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2455322.000000 Penalty: 4906.191895
	Iteration 93Q: 3 clusters Score -2455322 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2455328 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2455323.500000 Penalty: 4906.191895
	Iteration 95Q: 3 clusters Score -2455324 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2455326.250000 Penalty: 4906.191895
	Iteration 96Q: 3 clusters Score -2455326 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2455322.500000 Penalty: 4906.191895
	Iteration 97Q: 3 clusters Score -2455322 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2455320 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2455325.750000 Penalty: 4906.191895
	Iteration 99Q: 3 clusters Score -2455326 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2455324.500000 Penalty: 4906.191895
	Iteration 100F: 3 clusters Score -2455324 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2455317.000000 Penalty: 4906.191895
	Iteration 101Q: 3 clusters Score -2455317 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2455322 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2455326 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2455324 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2455324 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2455329.250000 Penalty: 4906.191895
	Iteration 106Q: 3 clusters Score -2455329 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2455332.500000 Penalty: 4906.191895
	Iteration 107Q: 3 clusters Score -2455332 nChanged 6
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Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2455329.750000 Penalty: 4906.191895
	Iteration 108Q: 3 clusters Score -2455330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2455332.000000 Penalty: 4906.191895
	Iteration 109Q: 3 clusters Score -2455332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2455335.000000 Penalty: 4906.191895
	Iteration 110Q: 3 clusters Score -2455335 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2455331.250000 Penalty: 4906.191895
	Iteration 111Q: 3 clusters Score -2455331 nChanged 6
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Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2455328.250000 Penalty: 4906.191895
	Iteration 112Q: 3 clusters Score -2455328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2455326 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2455329 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2455330.250000 Penalty: 4906.191895
	Iteration 115Q: 3 clusters Score -2455330 nChanged 0
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Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2455330.250000 Penalty: 4906.191895
	Iteration 116F: 3 clusters Score -2455330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Entering Unmasked Estep 
Score: -154341728.000000 Penalty: 171196.781250
Splitting cluster 18 changes total score from -154315328.000000 to -154341728.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 19 (4313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Entering Unmasked Estep 
Score: -500941.375000 Penalty: 2075.608398
	Iteration 0F: 2 clusters Score -500941.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -496828.968750 Penalty: 4151.216797
	Iteration 0F: 3 clusters Score -496829 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -497836.250000 Penalty: 4151.216797
	Iteration 1F: 3 clusters Score -497836.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -498170.343750 Penalty: 4151.216797
	Iteration 2F: 3 clusters Score -498170.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -498483.468750 Penalty: 4151.216797
	Iteration 3F: 3 clusters Score -498483.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -498871.593750 Penalty: 4151.216797
	Iteration 4F: 3 clusters Score -498871.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -499265.625000 Penalty: 4151.216797
	Iteration 5F: 3 clusters Score -499265.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -499641.937500 Penalty: 4151.216797
	Iteration 6F: 3 clusters Score -499641.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -500120.937500 Penalty: 4151.216797
	Iteration 7F: 3 clusters Score -500120.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -500569.562500 Penalty: 4151.216797
	Iteration 8F: 3 clusters Score -500569.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -500842.593750 Penalty: 4151.216797
	Iteration 9Q: 3 clusters Score -500842.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -501048.375000 Penalty: 4151.216797
	Iteration 10Q: 3 clusters Score -501048.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -501222.187500 Penalty: 4151.216797
	Iteration 11Q: 3 clusters Score -501222.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -501402.281250 Penalty: 4151.216797
	Iteration 12Q: 3 clusters Score -501402.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -501548.062500 Penalty: 4151.216797
	Iteration 13Q: 3 clusters Score -501548.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -501699.125000 Penalty: 4151.216797
	Iteration 14Q: 3 clusters Score -501699.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -501793.312500 Penalty: 4151.216797
	Iteration 15Q: 3 clusters Score -501793.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -501853.750000 Penalty: 4151.216797
	Iteration 16Q: 3 clusters Score -501853.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -501877.062500 Penalty: 4151.216797
	Iteration 17Q: 3 clusters Score -501877.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -501894.562500 Penalty: 4151.216797
	Iteration 18Q: 3 clusters Score -501894.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -501900.468750 Penalty: 4151.216797
	Iteration 19Q: 3 clusters Score -501900.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -501903.781250 Penalty: 4151.216797
	Iteration 20F: 3 clusters Score -501903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -501906.875000 Penalty: 4151.216797
	Iteration 21Q: 3 clusters Score -501906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -501908.500000 Penalty: 4151.216797
	Iteration 22Q: 3 clusters Score -501908.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -501909.500000 Penalty: 4151.216797
	Iteration 23Q: 3 clusters Score -501909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -501910.375000 Penalty: 4151.216797
	Iteration 24Q: 3 clusters Score -501910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -501910.375000 Penalty: 4151.216797
	Iteration 25F: 3 clusters Score -501910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Entering Unmasked Estep 
Score: -154340672.000000 Penalty: 174690.593750
Splitting cluster 19 changes total score from -154315328.000000 to -154340672.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 20 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -573965.312500 Penalty: 2038.326172
	Iteration 0F: 2 clusters Score -573965.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -570327.062500 Penalty: 4076.652344
	Iteration 0F: 3 clusters Score -570327.1 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -571619.062500 Penalty: 4076.652344
	Iteration 1F: 3 clusters Score -571619.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -572369.687500 Penalty: 4076.652344
	Iteration 2F: 3 clusters Score -572369.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -572944.375000 Penalty: 4076.652344
	Iteration 3F: 3 clusters Score -572944.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -573308.125000 Penalty: 4076.652344
	Iteration 4F: 3 clusters Score -573308.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -573673.250000 Penalty: 4076.652344
	Iteration 5F: 3 clusters Score -573673.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -573983.000000 Penalty: 4076.652344
	Iteration 6F: 3 clusters Score -573983 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -574189.500000 Penalty: 4076.652344
	Iteration 7Q: 3 clusters Score -574189.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -574257.625000 Penalty: 4076.652344
	Iteration 8Q: 3 clusters Score -574257.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -574287.312500 Penalty: 4076.652344
	Iteration 9Q: 3 clusters Score -574287.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -574314.875000 Penalty: 4076.652344
	Iteration 10Q: 3 clusters Score -574314.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -574337.750000 Penalty: 4076.652344
	Iteration 11Q: 3 clusters Score -574337.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -574363.187500 Penalty: 4076.652344
	Iteration 12Q: 3 clusters Score -574363.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -574380.437500 Penalty: 4076.652344
	Iteration 13Q: 3 clusters Score -574380.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -574388.375000 Penalty: 4076.652344
	Iteration 14Q: 3 clusters Score -574388.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -574395.562500 Penalty: 4076.652344
	Iteration 15Q: 3 clusters Score -574395.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -574398.937500 Penalty: 4076.652344
	Iteration 16Q: 3 clusters Score -574398.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -574402.937500 Penalty: 4076.652344
	Iteration 17Q: 3 clusters Score -574402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -574405.812500 Penalty: 4076.652344
	Iteration 18Q: 3 clusters Score -574405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -574407.500000 Penalty: 4076.652344
	Iteration 19Q: 3 clusters Score -574407.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -574408.187500 Penalty: 4076.652344
	Iteration 20F: 3 clusters Score -574408.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -574413.187500 Penalty: 4076.652344
	Iteration 21Q: 3 clusters Score -574413.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -574440.437500 Penalty: 4076.652344
	Iteration 22Q: 3 clusters Score -574440.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -574580.875000 Penalty: 4076.652344
	Iteration 23Q: 3 clusters Score -574580.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -574669.062500 Penalty: 4076.652344
	Iteration 24Q: 3 clusters Score -574669.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -574707.937500 Penalty: 4076.652344
	Iteration 25Q: 3 clusters Score -574707.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -574724.875000 Penalty: 4076.652344
	Iteration 26Q: 3 clusters Score -574724.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -574743.062500 Penalty: 4076.652344
	Iteration 27Q: 3 clusters Score -574743.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -574755.687500 Penalty: 4076.652344
	Iteration 28Q: 3 clusters Score -574755.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -574761.562500 Penalty: 4076.652344
	Iteration 29Q: 3 clusters Score -574761.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -574764.687500 Penalty: 4076.652344
	Iteration 30Q: 3 clusters Score -574764.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -574767.500000 Penalty: 4076.652344
	Iteration 31Q: 3 clusters Score -574767.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -574768.750000 Penalty: 4076.652344
	Iteration 32Q: 3 clusters Score -574768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -574769.562500 Penalty: 4076.652344
	Iteration 33Q: 3 clusters Score -574769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -574770.062500 Penalty: 4076.652344
	Iteration 34Q: 3 clusters Score -574770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -574771.312500 Penalty: 4076.652344
	Iteration 35Q: 3 clusters Score -574771.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -574771.187500 Penalty: 4076.652344
	Iteration 36Q: 3 clusters Score -574771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -574771.125000 Penalty: 4076.652344
	Iteration 37Q: 3 clusters Score -574771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -574771.125000 Penalty: 4076.652344
	Iteration 38F: 3 clusters Score -574771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 1391 members 
Entering Unmasked Estep 
Score: -154339936.000000 Penalty: 178184.406250
Splitting cluster 20 changes total score from -154315328.000000 to -154339936.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 21 (31935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Entering Unmasked Estep 
Score: -3699814.000000 Penalty: 2572.121582
	Iteration 0F: 2 clusters Score -3699814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3678188.500000 Penalty: 5144.243164
	Iteration 0F: 3 clusters Score -3678188 nChanged 14432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3688393.500000 Penalty: 5144.243164
	Iteration 1F: 3 clusters Score -3688394 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -3692048.750000 Penalty: 5144.243164
	Iteration 2F: 3 clusters Score -3692049 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -3695418.000000 Penalty: 5144.243164
	Iteration 3F: 3 clusters Score -3695418 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -3697630.000000 Penalty: 5144.243164
	Iteration 4F: 3 clusters Score -3697630 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3698977.500000 Penalty: 5144.243164
	Iteration 5F: 3 clusters Score -3698978 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3700138.500000 Penalty: 5144.243164
	Iteration 6Q: 3 clusters Score -3700138 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3701369.250000 Penalty: 5144.243164
	Iteration 7Q: 3 clusters Score -3701369 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3702819.500000 Penalty: 5144.243164
	Iteration 8Q: 3 clusters Score -3702820 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3704496.000000 Penalty: 5144.243164
	Iteration 9Q: 3 clusters Score -3704496 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3706004.750000 Penalty: 5144.243164
	Iteration 10Q: 3 clusters Score -3706005 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3706985.750000 Penalty: 5144.243164
	Iteration 11Q: 3 clusters Score -3706986 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3707539.000000 Penalty: 5144.243164
	Iteration 12Q: 3 clusters Score -3707539 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3707774.000000 Penalty: 5144.243164
	Iteration 13Q: 3 clusters Score -3707774 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3707884.750000 Penalty: 5144.243164
	Iteration 14Q: 3 clusters Score -3707885 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3707951.000000 Penalty: 5144.243164
	Iteration 15Q: 3 clusters Score -3707951 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3707964.750000 Penalty: 5144.243164
	Iteration 16Q: 3 clusters Score -3707965 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3707971.000000 Penalty: 5144.243164
	Iteration 17Q: 3 clusters Score -3707971 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3708001.500000 Penalty: 5144.243164
	Iteration 18Q: 3 clusters Score -3708002 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -3708001.500000 Penalty: 5144.243164
	Iteration 19Q: 3 clusters Score -3708002 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3708023.250000 Penalty: 5144.243164
	Iteration 20F: 3 clusters Score -3708023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3708034.750000 Penalty: 5144.243164
	Iteration 21Q: 3 clusters Score -3708035 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3708038.250000 Penalty: 5144.243164
	Iteration 22Q: 3 clusters Score -3708038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3708045.750000 Penalty: 5144.243164
	Iteration 23Q: 3 clusters Score -3708046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3708053.250000 Penalty: 5144.243164
	Iteration 24Q: 3 clusters Score -3708053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3708061.750000 Penalty: 5144.243164
	Iteration 25Q: 3 clusters Score -3708062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3708062.250000 Penalty: 5144.243164
	Iteration 26Q: 3 clusters Score -3708062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3708059.750000 Penalty: 5144.243164
	Iteration 27Q: 3 clusters Score -3708060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3708053.000000 Penalty: 5144.243164
	Iteration 28Q: 3 clusters Score -3708053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3708060.500000 Penalty: 5144.243164
	Iteration 29Q: 3 clusters Score -3708060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3708063.750000 Penalty: 5144.243164
	Iteration 30Q: 3 clusters Score -3708064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3708073.750000 Penalty: 5144.243164
	Iteration 31Q: 3 clusters Score -3708074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3708079.500000 Penalty: 5144.243164
	Iteration 32Q: 3 clusters Score -3708080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3708084.500000 Penalty: 5144.243164
	Iteration 33Q: 3 clusters Score -3708084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3708089.500000 Penalty: 5144.243164
	Iteration 34Q: 3 clusters Score -3708090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3708093.500000 Penalty: 5144.243164
	Iteration 35Q: 3 clusters Score -3708094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3708098.750000 Penalty: 5144.243164
	Iteration 36Q: 3 clusters Score -3708099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3708101.500000 Penalty: 5144.243164
	Iteration 37Q: 3 clusters Score -3708102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3708097.000000 Penalty: 5144.243164
	Iteration 38Q: 3 clusters Score -3708097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3708094.000000 Penalty: 5144.243164
	Iteration 39Q: 3 clusters Score -3708094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3708094.500000 Penalty: 5144.243164
	Iteration 40F: 3 clusters Score -3708094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3708097.250000 Penalty: 5144.243164
	Iteration 41Q: 3 clusters Score -3708097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3708098.500000 Penalty: 5144.243164
	Iteration 42Q: 3 clusters Score -3708098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -3708093.250000 Penalty: 5144.243164
	Iteration 43Q: 3 clusters Score -3708093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3708086.250000 Penalty: 5144.243164
	Iteration 44Q: 3 clusters Score -3708086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3708094.000000 Penalty: 5144.243164
	Iteration 45Q: 3 clusters Score -3708094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3708102.000000 Penalty: 5144.243164
	Iteration 46Q: 3 clusters Score -3708102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3708106.750000 Penalty: 5144.243164
	Iteration 47Q: 3 clusters Score -3708107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3708121.750000 Penalty: 5144.243164
	Iteration 48Q: 3 clusters Score -3708122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3708116.250000 Penalty: 5144.243164
	Iteration 49Q: 3 clusters Score -3708116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3708118.750000 Penalty: 5144.243164
	Iteration 50Q: 3 clusters Score -3708119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3708131.750000 Penalty: 5144.243164
	Iteration 51Q: 3 clusters Score -3708132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3708127.000000 Penalty: 5144.243164
	Iteration 52Q: 3 clusters Score -3708127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3708119.000000 Penalty: 5144.243164
	Iteration 53Q: 3 clusters Score -3708119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -3708126.250000 Penalty: 5144.243164
	Iteration 54Q: 3 clusters Score -3708126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3708125.750000 Penalty: 5144.243164
	Iteration 55Q: 3 clusters Score -3708126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3708123.500000 Penalty: 5144.243164
	Iteration 56Q: 3 clusters Score -3708124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3708121.000000 Penalty: 5144.243164
	Iteration 57Q: 3 clusters Score -3708121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3708122.500000 Penalty: 5144.243164
	Iteration 58Q: 3 clusters Score -3708122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3708130.000000 Penalty: 5144.243164
	Iteration 59Q: 3 clusters Score -3708130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3708123.750000 Penalty: 5144.243164
	Iteration 60F: 3 clusters Score -3708124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3708130.500000 Penalty: 5144.243164
	Iteration 61Q: 3 clusters Score -3708130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3708129.750000 Penalty: 5144.243164
	Iteration 62Q: 3 clusters Score -3708130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3708132.000000 Penalty: 5144.243164
	Iteration 63Q: 3 clusters Score -3708132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3708134.000000 Penalty: 5144.243164
	Iteration 64Q: 3 clusters Score -3708134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3708133.500000 Penalty: 5144.243164
	Iteration 65Q: 3 clusters Score -3708134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3708127.250000 Penalty: 5144.243164
	Iteration 66Q: 3 clusters Score -3708127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3708126.000000 Penalty: 5144.243164
	Iteration 67Q: 3 clusters Score -3708126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -3708135.250000 Penalty: 5144.243164
	Iteration 68Q: 3 clusters Score -3708135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3708127.250000 Penalty: 5144.243164
	Iteration 69Q: 3 clusters Score -3708127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3708127.750000 Penalty: 5144.243164
	Iteration 70Q: 3 clusters Score -3708128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3708124.500000 Penalty: 5144.243164
	Iteration 71Q: 3 clusters Score -3708124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3708129.500000 Penalty: 5144.243164
	Iteration 72Q: 3 clusters Score -3708130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3708137.250000 Penalty: 5144.243164
	Iteration 73Q: 3 clusters Score -3708137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -3708139.250000 Penalty: 5144.243164
	Iteration 74Q: 3 clusters Score -3708139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3708139.500000 Penalty: 5144.243164
	Iteration 75Q: 3 clusters Score -3708140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3708138.750000 Penalty: 5144.243164
	Iteration 76Q: 3 clusters Score -3708139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3708140.000000 Penalty: 5144.243164
	Iteration 77Q: 3 clusters Score -3708140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3708135.000000 Penalty: 5144.243164
	Iteration 78Q: 3 clusters Score -3708135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3708134.750000 Penalty: 5144.243164
	Iteration 79Q: 3 clusters Score -3708135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3708136.250000 Penalty: 5144.243164
	Iteration 80F: 3 clusters Score -3708136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3708133.500000 Penalty: 5144.243164
	Iteration 81Q: 3 clusters Score -3708134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3708136.000000 Penalty: 5144.243164
	Iteration 82Q: 3 clusters Score -3708136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3708134.000000 Penalty: 5144.243164
	Iteration 83Q: 3 clusters Score -3708134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3708134.000000 Penalty: 5144.243164
	Iteration 84F: 3 clusters Score -3708134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 11535 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 1391 members 
Mstep: Class 52 contains 12132 members 
Entering Unmasked Estep 
Score: -154347600.000000 Penalty: 181678.218750
Splitting cluster 21 changes total score from -154315328.000000 to -154347600.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 22 (11535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Entering Unmasked Estep 
Score: -1124922.375000 Penalty: 2319.578857
	Iteration 0F: 2 clusters Score -1124922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1116638.375000 Penalty: 4639.157715
	Iteration 0F: 3 clusters Score -1116638 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1122135.250000 Penalty: 4639.157715
	Iteration 1F: 3 clusters Score -1122135 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1125037.625000 Penalty: 4639.157715
	Iteration 2F: 3 clusters Score -1125038 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1126754.375000 Penalty: 4639.157715
	Iteration 3F: 3 clusters Score -1126754 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1127697.750000 Penalty: 4639.157715
	Iteration 4F: 3 clusters Score -1127698 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1128367.000000 Penalty: 4639.157715
	Iteration 5F: 3 clusters Score -1128367 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1128918.250000 Penalty: 4639.157715
	Iteration 6Q: 3 clusters Score -1128918 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1129439.500000 Penalty: 4639.157715
	Iteration 7Q: 3 clusters Score -1129440 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1129956.625000 Penalty: 4639.157715
	Iteration 8Q: 3 clusters Score -1129957 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1130416.125000 Penalty: 4639.157715
	Iteration 9Q: 3 clusters Score -1130416 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1130782.625000 Penalty: 4639.157715
	Iteration 10Q: 3 clusters Score -1130783 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1131072.625000 Penalty: 4639.157715
	Iteration 11Q: 3 clusters Score -1131073 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1131359.875000 Penalty: 4639.157715
	Iteration 12Q: 3 clusters Score -1131360 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1131639.000000 Penalty: 4639.157715
	Iteration 13Q: 3 clusters Score -1131639 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1131830.750000 Penalty: 4639.157715
	Iteration 14Q: 3 clusters Score -1131831 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1131921.250000 Penalty: 4639.157715
	Iteration 15Q: 3 clusters Score -1131921 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1131955.375000 Penalty: 4639.157715
	Iteration 16Q: 3 clusters Score -1131955 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1131980.000000 Penalty: 4639.157715
	Iteration 17Q: 3 clusters Score -1131980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1131988.000000 Penalty: 4639.157715
	Iteration 18Q: 3 clusters Score -1131988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1131995.250000 Penalty: 4639.157715
	Iteration 19Q: 3 clusters Score -1131995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1132016.625000 Penalty: 4639.157715
	Iteration 20F: 3 clusters Score -1132017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1132029.250000 Penalty: 4639.157715
	Iteration 21Q: 3 clusters Score -1132029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1132043.875000 Penalty: 4639.157715
	Iteration 22Q: 3 clusters Score -1132044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1132058.250000 Penalty: 4639.157715
	Iteration 23Q: 3 clusters Score -1132058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1132067.000000 Penalty: 4639.157715
	Iteration 24Q: 3 clusters Score -1132067 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1132083.875000 Penalty: 4639.157715
	Iteration 25Q: 3 clusters Score -1132084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1132104.750000 Penalty: 4639.157715
	Iteration 26Q: 3 clusters Score -1132105 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1132138.875000 Penalty: 4639.157715
	Iteration 27Q: 3 clusters Score -1132139 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1132178.750000 Penalty: 4639.157715
	Iteration 28Q: 3 clusters Score -1132179 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1132211.875000 Penalty: 4639.157715
	Iteration 29Q: 3 clusters Score -1132212 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1132252.250000 Penalty: 4639.157715
	Iteration 30Q: 3 clusters Score -1132252 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1132291.750000 Penalty: 4639.157715
	Iteration 31Q: 3 clusters Score -1132292 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1132339.625000 Penalty: 4639.157715
	Iteration 32Q: 3 clusters Score -1132340 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1132400.500000 Penalty: 4639.157715
	Iteration 33Q: 3 clusters Score -1132400 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1132487.000000 Penalty: 4639.157715
	Iteration 34Q: 3 clusters Score -1132487 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1132600.500000 Penalty: 4639.157715
	Iteration 35Q: 3 clusters Score -1132600 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1132716.500000 Penalty: 4639.157715
	Iteration 36Q: 3 clusters Score -1132716 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1132841.750000 Penalty: 4639.157715
	Iteration 37Q: 3 clusters Score -1132842 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1132963.500000 Penalty: 4639.157715
	Iteration 38Q: 3 clusters Score -1132964 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1133060.625000 Penalty: 4639.157715
	Iteration 39Q: 3 clusters Score -1133061 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1133175.125000 Penalty: 4639.157715
	Iteration 40F: 3 clusters Score -1133175 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1133317.625000 Penalty: 4639.157715
	Iteration 41Q: 3 clusters Score -1133318 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1133505.625000 Penalty: 4639.157715
	Iteration 42Q: 3 clusters Score -1133506 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1133977.000000 Penalty: 4639.157715
	Iteration 43Q: 3 clusters Score -1133977 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1134797.375000 Penalty: 4639.157715
	Iteration 44Q: 3 clusters Score -1134797 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1135066.250000 Penalty: 4639.157715
	Iteration 45Q: 3 clusters Score -1135066 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1135148.125000 Penalty: 4639.157715
	Iteration 46Q: 3 clusters Score -1135148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1135200.500000 Penalty: 4639.157715
	Iteration 47Q: 3 clusters Score -1135200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1135240.500000 Penalty: 4639.157715
	Iteration 48Q: 3 clusters Score -1135240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1135279.500000 Penalty: 4639.157715
	Iteration 49Q: 3 clusters Score -1135280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1135308.250000 Penalty: 4639.157715
	Iteration 50Q: 3 clusters Score -1135308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1135345.500000 Penalty: 4639.157715
	Iteration 51Q: 3 clusters Score -1135346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1135363.625000 Penalty: 4639.157715
	Iteration 52Q: 3 clusters Score -1135364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1135376.875000 Penalty: 4639.157715
	Iteration 53Q: 3 clusters Score -1135377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1135380.000000 Penalty: 4639.157715
	Iteration 54Q: 3 clusters Score -1135380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1135385.875000 Penalty: 4639.157715
	Iteration 55Q: 3 clusters Score -1135386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1135385.625000 Penalty: 4639.157715
	Iteration 56Q: 3 clusters Score -1135386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1135389.625000 Penalty: 4639.157715
	Iteration 57Q: 3 clusters Score -1135390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1135392.000000 Penalty: 4639.157715
	Iteration 58Q: 3 clusters Score -1135392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1135394.500000 Penalty: 4639.157715
	Iteration 59Q: 3 clusters Score -1135394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1135562.875000 Penalty: 4639.157715
	Iteration 60F: 3 clusters Score -1135563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1135627.625000 Penalty: 4639.157715
	Iteration 61Q: 3 clusters Score -1135628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1135679.750000 Penalty: 4639.157715
	Iteration 62Q: 3 clusters Score -1135680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1135700.500000 Penalty: 4639.157715
	Iteration 63Q: 3 clusters Score -1135700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1135722.500000 Penalty: 4639.157715
	Iteration 64Q: 3 clusters Score -1135722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1135732.625000 Penalty: 4639.157715
	Iteration 65Q: 3 clusters Score -1135733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1135743.875000 Penalty: 4639.157715
	Iteration 66Q: 3 clusters Score -1135744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1135751.000000 Penalty: 4639.157715
	Iteration 67Q: 3 clusters Score -1135751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1135750.500000 Penalty: 4639.157715
	Iteration 68Q: 3 clusters Score -1135750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1135754.250000 Penalty: 4639.157715
	Iteration 69Q: 3 clusters Score -1135754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1135757.625000 Penalty: 4639.157715
	Iteration 70Q: 3 clusters Score -1135758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1135760.375000 Penalty: 4639.157715
	Iteration 71Q: 3 clusters Score -1135760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1135765.250000 Penalty: 4639.157715
	Iteration 72Q: 3 clusters Score -1135765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1135766.000000 Penalty: 4639.157715
	Iteration 73Q: 3 clusters Score -1135766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1135764.125000 Penalty: 4639.157715
	Iteration 74Q: 3 clusters Score -1135764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1135772.625000 Penalty: 4639.157715
	Iteration 75Q: 3 clusters Score -1135773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1135774.875000 Penalty: 4639.157715
	Iteration 76Q: 3 clusters Score -1135775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1135778.750000 Penalty: 4639.157715
	Iteration 77Q: 3 clusters Score -1135779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1135777.875000 Penalty: 4639.157715
	Iteration 78Q: 3 clusters Score -1135778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1135777.875000 Penalty: 4639.157715
	Iteration 79F: 3 clusters Score -1135778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 6667 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 1391 members 
Mstep: Class 52 contains 12132 members 
Mstep: Class 53 contains 2538 members 
Entering Unmasked Estep 
Score: -154356032.000000 Penalty: 185172.031250
Splitting cluster 22 changes total score from -154315328.000000 to -154356032.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 23 (6667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Entering Unmasked Estep 
Score: -768758.750000 Penalty: 2183.621338
	Iteration 0F: 2 clusters Score -768758.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -763252.000000 Penalty: 4367.242676
	Iteration 0F: 3 clusters Score -763252 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -765388.937500 Penalty: 4367.242676
	Iteration 1F: 3 clusters Score -765388.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -767415.687500 Penalty: 4367.242676
	Iteration 2F: 3 clusters Score -767415.7 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -769831.500000 Penalty: 4367.242676
	Iteration 3F: 3 clusters Score -769831.5 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -771132.687500 Penalty: 4367.242676
	Iteration 4F: 3 clusters Score -771132.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -771695.875000 Penalty: 4367.242676
	Iteration 5Q: 3 clusters Score -771695.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -771892.812500 Penalty: 4367.242676
	Iteration 6Q: 3 clusters Score -771892.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -771985.250000 Penalty: 4367.242676
	Iteration 7Q: 3 clusters Score -771985.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -772057.625000 Penalty: 4367.242676
	Iteration 8Q: 3 clusters Score -772057.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -772099.687500 Penalty: 4367.242676
	Iteration 9Q: 3 clusters Score -772099.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -772117.687500 Penalty: 4367.242676
	Iteration 10Q: 3 clusters Score -772117.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -772132.937500 Penalty: 4367.242676
	Iteration 11Q: 3 clusters Score -772132.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -772147.125000 Penalty: 4367.242676
	Iteration 12Q: 3 clusters Score -772147.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -772151.500000 Penalty: 4367.242676
	Iteration 13Q: 3 clusters Score -772151.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -772157.500000 Penalty: 4367.242676
	Iteration 14Q: 3 clusters Score -772157.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -772160.375000 Penalty: 4367.242676
	Iteration 15Q: 3 clusters Score -772160.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -772161.187500 Penalty: 4367.242676
	Iteration 16Q: 3 clusters Score -772161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -772163.437500 Penalty: 4367.242676
	Iteration 17Q: 3 clusters Score -772163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -772165.500000 Penalty: 4367.242676
	Iteration 18Q: 3 clusters Score -772165.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -772165.375000 Penalty: 4367.242676
	Iteration 19Q: 3 clusters Score -772165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -772164.062500 Penalty: 4367.242676
	Iteration 20F: 3 clusters Score -772164.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 1391 members 
Mstep: Class 52 contains 12132 members 
Mstep: Class 53 contains 2538 members 
Mstep: Class 54 contains 4600 members 
Entering Unmasked Estep 
Score: -154358624.000000 Penalty: 188665.828125
Splitting cluster 23 changes total score from -154315328.000000 to -154358624.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 24 (20231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Entering Unmasked Estep 
Score: -2415638.000000 Penalty: 2458.912842
	Iteration 0F: 2 clusters Score -2415638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2401586.250000 Penalty: 4917.825684
	Iteration 0F: 3 clusters Score -2401586 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2406701.250000 Penalty: 4917.825684
	Iteration 1F: 3 clusters Score -2406701 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2407622.750000 Penalty: 4917.825684
	Iteration 2F: 3 clusters Score -2407623 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2408681.500000 Penalty: 4917.825684
	Iteration 3F: 3 clusters Score -2408682 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2409854.750000 Penalty: 4917.825684
	Iteration 4F: 3 clusters Score -2409855 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2410802.750000 Penalty: 4917.825684
	Iteration 5F: 3 clusters Score -2410803 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2411460.750000 Penalty: 4917.825684
	Iteration 6F: 3 clusters Score -2411461 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2411860.750000 Penalty: 4917.825684
	Iteration 7Q: 3 clusters Score -2411861 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2412119.750000 Penalty: 4917.825684
	Iteration 8Q: 3 clusters Score -2412120 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2412262.250000 Penalty: 4917.825684
	Iteration 9Q: 3 clusters Score -2412262 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2412355.750000 Penalty: 4917.825684
	Iteration 10Q: 3 clusters Score -2412356 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2412440.000000 Penalty: 4917.825684
	Iteration 11Q: 3 clusters Score -2412440 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2412508.250000 Penalty: 4917.825684
	Iteration 12Q: 3 clusters Score -2412508 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2412574.000000 Penalty: 4917.825684
	Iteration 13Q: 3 clusters Score -2412574 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2412637.750000 Penalty: 4917.825684
	Iteration 14Q: 3 clusters Score -2412638 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2412717.000000 Penalty: 4917.825684
	Iteration 15Q: 3 clusters Score -2412717 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2412794.750000 Penalty: 4917.825684
	Iteration 16Q: 3 clusters Score -2412795 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2412887.750000 Penalty: 4917.825684
	Iteration 17Q: 3 clusters Score -2412888 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2413009.250000 Penalty: 4917.825684
	Iteration 18Q: 3 clusters Score -2413009 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2413147.000000 Penalty: 4917.825684
	Iteration 19Q: 3 clusters Score -2413147 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2413291.500000 Penalty: 4917.825684
	Iteration 20F: 3 clusters Score -2413292 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2413423.500000 Penalty: 4917.825684
	Iteration 21Q: 3 clusters Score -2413424 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2413541.000000 Penalty: 4917.825684
	Iteration 22Q: 3 clusters Score -2413541 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2413647.500000 Penalty: 4917.825684
	Iteration 23Q: 3 clusters Score -2413648 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2413743.500000 Penalty: 4917.825684
	Iteration 24Q: 3 clusters Score -2413744 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2413806.500000 Penalty: 4917.825684
	Iteration 25Q: 3 clusters Score -2413806 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2413874.500000 Penalty: 4917.825684
	Iteration 26Q: 3 clusters Score -2413874 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2413926.750000 Penalty: 4917.825684
	Iteration 27Q: 3 clusters Score -2413927 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2413964.500000 Penalty: 4917.825684
	Iteration 28Q: 3 clusters Score -2413964 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2413995.250000 Penalty: 4917.825684
	Iteration 29Q: 3 clusters Score -2413995 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2414021.000000 Penalty: 4917.825684
	Iteration 30Q: 3 clusters Score -2414021 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2414043.000000 Penalty: 4917.825684
	Iteration 31Q: 3 clusters Score -2414043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2414052.000000 Penalty: 4917.825684
	Iteration 32Q: 3 clusters Score -2414052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2414059.500000 Penalty: 4917.825684
	Iteration 33Q: 3 clusters Score -2414060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2414065.750000 Penalty: 4917.825684
	Iteration 34Q: 3 clusters Score -2414066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2414071.000000 Penalty: 4917.825684
	Iteration 35Q: 3 clusters Score -2414071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2414073.250000 Penalty: 4917.825684
	Iteration 36Q: 3 clusters Score -2414073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2414075.000000 Penalty: 4917.825684
	Iteration 37Q: 3 clusters Score -2414075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2414075.000000 Penalty: 4917.825684
	Iteration 38Q: 3 clusters Score -2414075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2414077.750000 Penalty: 4917.825684
	Iteration 39Q: 3 clusters Score -2414078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2414077.750000 Penalty: 4917.825684
	Iteration 40F: 3 clusters Score -2414078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2414080.500000 Penalty: 4917.825684
	Iteration 41Q: 3 clusters Score -2414080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2414080.500000 Penalty: 4917.825684
	Iteration 42F: 3 clusters Score -2414080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -200376.453125 Penalty: 1793.717896
	Iteration 0F: 2 clusters Score -200376.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -198378.000000 Penalty: 3587.435791
	Iteration 0F: 3 clusters Score -198378 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -199624.359375 Penalty: 3587.435791
	Iteration 1F: 3 clusters Score -199624.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -200446.546875 Penalty: 3587.435791
	Iteration 2F: 3 clusters Score -200446.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -201257.796875 Penalty: 3587.435791
	Iteration 3F: 3 clusters Score -201257.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -201684.140625 Penalty: 3587.435791
	Iteration 4F: 3 clusters Score -201684.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -201990.890625 Penalty: 3587.435791
	Iteration 5Q: 3 clusters Score -201990.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -202162.031250 Penalty: 3587.435791
	Iteration 6Q: 3 clusters Score -202162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -202199.500000 Penalty: 3587.435791
	Iteration 7Q: 3 clusters Score -202199.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -202215.421875 Penalty: 3587.435791
	Iteration 8Q: 3 clusters Score -202215.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202228.343750 Penalty: 3587.435791
	Iteration 9Q: 3 clusters Score -202228.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202245.531250 Penalty: 3587.435791
	Iteration 10F: 3 clusters Score -202245.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -202350.109375 Penalty: 3587.435791
	Iteration 11Q: 3 clusters Score -202350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -202434.531250 Penalty: 3587.435791
	Iteration 12Q: 3 clusters Score -202434.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -202437.906250 Penalty: 3587.435791
	Iteration 13Q: 3 clusters Score -202437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -202437.906250 Penalty: 3587.435791
	Iteration 14F: 3 clusters Score -202437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 6803 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 1391 members 
Mstep: Class 52 contains 12132 members 
Mstep: Class 53 contains 2538 members 
Mstep: Class 54 contains 4600 members 
Mstep: Class 55 contains 576 members 
Entering Unmasked Estep 
Score: -154359264.000000 Penalty: 192159.640625
Splitting cluster 25 changes total score from -154315328.000000 to -154359264.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 26 (6803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Entering Unmasked Estep 
Score: -816270.125000 Penalty: 2188.629395
	Iteration 0F: 2 clusters Score -816270.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -810601.562500 Penalty: 4377.258789
	Iteration 0F: 3 clusters Score -810601.6 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -812045.875000 Penalty: 4377.258789
	Iteration 1F: 3 clusters Score -812045.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -812313.375000 Penalty: 4377.258789
	Iteration 2F: 3 clusters Score -812313.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -812548.062500 Penalty: 4377.258789
	Iteration 3F: 3 clusters Score -812548.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -812809.437500 Penalty: 4377.258789
	Iteration 4F: 3 clusters Score -812809.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -813123.812500 Penalty: 4377.258789
	Iteration 5F: 3 clusters Score -813123.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -813522.625000 Penalty: 4377.258789
	Iteration 6F: 3 clusters Score -813522.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -813901.250000 Penalty: 4377.258789
	Iteration 7F: 3 clusters Score -813901.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -814220.187500 Penalty: 4377.258789
	Iteration 8Q: 3 clusters Score -814220.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -814508.125000 Penalty: 4377.258789
	Iteration 9Q: 3 clusters Score -814508.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -814766.062500 Penalty: 4377.258789
	Iteration 10Q: 3 clusters Score -814766.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -815015.125000 Penalty: 4377.258789
	Iteration 11Q: 3 clusters Score -815015.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -815312.625000 Penalty: 4377.258789
	Iteration 12Q: 3 clusters Score -815312.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -815596.500000 Penalty: 4377.258789
	Iteration 13Q: 3 clusters Score -815596.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -815841.875000 Penalty: 4377.258789
	Iteration 14Q: 3 clusters Score -815841.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -816030.187500 Penalty: 4377.258789
	Iteration 15Q: 3 clusters Score -816030.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -816133.125000 Penalty: 4377.258789
	Iteration 16Q: 3 clusters Score -816133.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -816196.937500 Penalty: 4377.258789
	Iteration 17Q: 3 clusters Score -816196.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -816229.125000 Penalty: 4377.258789
	Iteration 18Q: 3 clusters Score -816229.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -816246.750000 Penalty: 4377.258789
	Iteration 19Q: 3 clusters Score -816246.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -816260.625000 Penalty: 4377.258789
	Iteration 20F: 3 clusters Score -816260.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -816270.125000 Penalty: 4377.258789
	Iteration 21Q: 3 clusters Score -816270.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -816277.625000 Penalty: 4377.258789
	Iteration 22Q: 3 clusters Score -816277.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -816286.812500 Penalty: 4377.258789
	Iteration 23Q: 3 clusters Score -816286.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -816294.000000 Penalty: 4377.258789
	Iteration 24Q: 3 clusters Score -816294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -816303.500000 Penalty: 4377.258789
	Iteration 25Q: 3 clusters Score -816303.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -816314.062500 Penalty: 4377.258789
	Iteration 26Q: 3 clusters Score -816314.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -816323.125000 Penalty: 4377.258789
	Iteration 27Q: 3 clusters Score -816323.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -816329.500000 Penalty: 4377.258789
	Iteration 28Q: 3 clusters Score -816329.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -816339.250000 Penalty: 4377.258789
	Iteration 29Q: 3 clusters Score -816339.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -816350.812500 Penalty: 4377.258789
	Iteration 30Q: 3 clusters Score -816350.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -816369.687500 Penalty: 4377.258789
	Iteration 31Q: 3 clusters Score -816369.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -816381.312500 Penalty: 4377.258789
	Iteration 32Q: 3 clusters Score -816381.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -816389.437500 Penalty: 4377.258789
	Iteration 33Q: 3 clusters Score -816389.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -816393.250000 Penalty: 4377.258789
	Iteration 34Q: 3 clusters Score -816393.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -816398.187500 Penalty: 4377.258789
	Iteration 35Q: 3 clusters Score -816398.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -816402.625000 Penalty: 4377.258789
	Iteration 36Q: 3 clusters Score -816402.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -816410.062500 Penalty: 4377.258789
	Iteration 37Q: 3 clusters Score -816410.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -816418.312500 Penalty: 4377.258789
	Iteration 38Q: 3 clusters Score -816418.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -816427.062500 Penalty: 4377.258789
	Iteration 39Q: 3 clusters Score -816427.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -816441.375000 Penalty: 4377.258789
	Iteration 40F: 3 clusters Score -816441.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -816452.375000 Penalty: 4377.258789
	Iteration 41Q: 3 clusters Score -816452.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -816467.875000 Penalty: 4377.258789
	Iteration 42Q: 3 clusters Score -816467.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -816493.250000 Penalty: 4377.258789
	Iteration 43Q: 3 clusters Score -816493.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -816520.250000 Penalty: 4377.258789
	Iteration 44Q: 3 clusters Score -816520.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -816535.375000 Penalty: 4377.258789
	Iteration 45Q: 3 clusters Score -816535.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -816545.187500 Penalty: 4377.258789
	Iteration 46Q: 3 clusters Score -816545.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -816551.937500 Penalty: 4377.258789
	Iteration 47Q: 3 clusters Score -816551.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -816555.187500 Penalty: 4377.258789
	Iteration 48Q: 3 clusters Score -816555.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -816559.125000 Penalty: 4377.258789
	Iteration 49Q: 3 clusters Score -816559.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -816560.500000 Penalty: 4377.258789
	Iteration 50Q: 3 clusters Score -816560.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -816561.375000 Penalty: 4377.258789
	Iteration 51Q: 3 clusters Score -816561.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -816563.375000 Penalty: 4377.258789
	Iteration 52Q: 3 clusters Score -816563.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -816564.187500 Penalty: 4377.258789
	Iteration 53Q: 3 clusters Score -816564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -816566.812500 Penalty: 4377.258789
	Iteration 54Q: 3 clusters Score -816566.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -816568.750000 Penalty: 4377.258789
	Iteration 55Q: 3 clusters Score -816568.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -816570.062500 Penalty: 4377.258789
	Iteration 56Q: 3 clusters Score -816570.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -816570.812500 Penalty: 4377.258789
	Iteration 57Q: 3 clusters Score -816570.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -816571.875000 Penalty: 4377.258789
	Iteration 58Q: 3 clusters Score -816571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -816571.812500 Penalty: 4377.258789
	Iteration 59Q: 3 clusters Score -816571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -816573.687500 Penalty: 4377.258789
	Iteration 60F: 3 clusters Score -816573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -816573.500000 Penalty: 4377.258789
	Iteration 61Q: 3 clusters Score -816573.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -816573.500000 Penalty: 4377.258789
	Iteration 62Q: 3 clusters Score -816573.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -816573.500000 Penalty: 4377.258789
	Iteration 63F: 3 clusters Score -816573.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 52558 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 1391 members 
Mstep: Class 52 contains 12132 members 
Mstep: Class 53 contains 2538 members 
Mstep: Class 54 contains 4600 members 
Mstep: Class 55 contains 576 members 
Mstep: Class 56 contains 2029 members 
Entering Unmasked Estep 
Score: -154357984.000000 Penalty: 195653.453125
Splitting cluster 26 changes total score from -154315328.000000 to -154357984.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 27 (52558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Entering Unmasked Estep 
Score: -6496760.500000 Penalty: 2695.678955
	Iteration 0F: 2 clusters Score -6496760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -6461478.500000 Penalty: 5391.357910
	Iteration 0F: 3 clusters Score -6461478 nChanged 24424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -6476562.500000 Penalty: 5391.357910
	Iteration 1F: 3 clusters Score -6476562 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -6479781.000000 Penalty: 5391.357910
	Iteration 2F: 3 clusters Score -6479781 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -6484335.000000 Penalty: 5391.357910
	Iteration 3F: 3 clusters Score -6484335 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -6489205.000000 Penalty: 5391.357910
	Iteration 4F: 3 clusters Score -6489205 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -6493092.500000 Penalty: 5391.357910
	Iteration 5F: 3 clusters Score -6493092 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -6495669.500000 Penalty: 5391.357910
	Iteration 6F: 3 clusters Score -6495670 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -6497641.000000 Penalty: 5391.357910
	Iteration 7Q: 3 clusters Score -6497641 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -6499412.000000 Penalty: 5391.357910
	Iteration 8Q: 3 clusters Score -6499412 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -6500760.500000 Penalty: 5391.357910
	Iteration 9Q: 3 clusters Score -6500760 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -6501454.500000 Penalty: 5391.357910
	Iteration 10Q: 3 clusters Score -6501454 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -6501783.500000 Penalty: 5391.357910
	Iteration 11Q: 3 clusters Score -6501784 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -6501949.500000 Penalty: 5391.357910
	Iteration 12Q: 3 clusters Score -6501950 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -6502056.500000 Penalty: 5391.357910
	Iteration 13Q: 3 clusters Score -6502056 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -6502160.000000 Penalty: 5391.357910
	Iteration 14Q: 3 clusters Score -6502160 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -6502238.500000 Penalty: 5391.357910
	Iteration 15Q: 3 clusters Score -6502238 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -6502306.500000 Penalty: 5391.357910
	Iteration 16Q: 3 clusters Score -6502306 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -6502382.000000 Penalty: 5391.357910
	Iteration 17Q: 3 clusters Score -6502382 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -6502454.500000 Penalty: 5391.357910
	Iteration 18Q: 3 clusters Score -6502454 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -6502523.000000 Penalty: 5391.357910
	Iteration 19Q: 3 clusters Score -6502523 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -6502585.000000 Penalty: 5391.357910
	Iteration 20F: 3 clusters Score -6502585 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -6502661.000000 Penalty: 5391.357910
	Iteration 21Q: 3 clusters Score -6502661 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -6502732.500000 Penalty: 5391.357910
	Iteration 22Q: 3 clusters Score -6502732 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -6502774.000000 Penalty: 5391.357910
	Iteration 23Q: 3 clusters Score -6502774 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -6502825.500000 Penalty: 5391.357910
	Iteration 24Q: 3 clusters Score -6502826 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -6502854.000000 Penalty: 5391.357910
	Iteration 25Q: 3 clusters Score -6502854 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -6502884.500000 Penalty: 5391.357910
	Iteration 26Q: 3 clusters Score -6502884 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -6502900.500000 Penalty: 5391.357910
	Iteration 27Q: 3 clusters Score -6502900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -6502911.500000 Penalty: 5391.357910
	Iteration 28Q: 3 clusters Score -6502912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -6502908.000000 Penalty: 5391.357910
	Iteration 29Q: 3 clusters Score -6502908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -6502924.500000 Penalty: 5391.357910
	Iteration 30Q: 3 clusters Score -6502924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -6502937.500000 Penalty: 5391.357910
	Iteration 31Q: 3 clusters Score -6502938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -6502940.000000 Penalty: 5391.357910
	Iteration 32Q: 3 clusters Score -6502940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -6502945.500000 Penalty: 5391.357910
	Iteration 33Q: 3 clusters Score -6502946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -6502947.500000 Penalty: 5391.357910
	Iteration 34Q: 3 clusters Score -6502948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -6502953.500000 Penalty: 5391.357910
	Iteration 35Q: 3 clusters Score -6502954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -6502944.500000 Penalty: 5391.357910
	Iteration 36Q: 3 clusters Score -6502944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -6502947.500000 Penalty: 5391.357910
	Iteration 37Q: 3 clusters Score -6502948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -6502939.000000 Penalty: 5391.357910
	Iteration 38Q: 3 clusters Score -6502939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -6502941.000000 Penalty: 5391.357910
	Iteration 39Q: 3 clusters Score -6502941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -6502948.500000 Penalty: 5391.357910
	Iteration 40F: 3 clusters Score -6502948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -6502947.500000 Penalty: 5391.357910
	Iteration 41Q: 3 clusters Score -6502948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -6502947.500000 Penalty: 5391.357910
	Iteration 42F: 3 clusters Score -6502948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 36489 members 
Mstep: Class 28 contains 6447 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 1391 members 
Mstep: Class 52 contains 12132 members 
Mstep: Class 53 contains 2538 members 
Mstep: Class 54 contains 4600 members 
Mstep: Class 55 contains 576 members 
Mstep: Class 56 contains 2029 members 
Mstep: Class 57 contains 16069 members 
Entering Unmasked Estep 
Score: -154364608.000000 Penalty: 199147.265625
Splitting cluster 27 changes total score from -154315328.000000 to -154364608.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 28 (6447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Entering Unmasked Estep 
Score: -739435.562500 Penalty: 2175.299805
	Iteration 0F: 2 clusters Score -739435.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -734031.500000 Penalty: 4350.599609
	Iteration 0F: 3 clusters Score -734031.5 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -735781.875000 Penalty: 4350.599609
	Iteration 1F: 3 clusters Score -735781.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -736588.562500 Penalty: 4350.599609
	Iteration 2F: 3 clusters Score -736588.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -737386.062500 Penalty: 4350.599609
	Iteration 3F: 3 clusters Score -737386.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -738127.250000 Penalty: 4350.599609
	Iteration 4F: 3 clusters Score -738127.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -738794.687500 Penalty: 4350.599609
	Iteration 5F: 3 clusters Score -738794.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -739295.750000 Penalty: 4350.599609
	Iteration 6F: 3 clusters Score -739295.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -739685.250000 Penalty: 4350.599609
	Iteration 7F: 3 clusters Score -739685.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -739973.750000 Penalty: 4350.599609
	Iteration 8Q: 3 clusters Score -739973.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -740195.312500 Penalty: 4350.599609
	Iteration 9Q: 3 clusters Score -740195.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -740443.375000 Penalty: 4350.599609
	Iteration 10Q: 3 clusters Score -740443.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -740704.250000 Penalty: 4350.599609
	Iteration 11Q: 3 clusters Score -740704.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -740915.250000 Penalty: 4350.599609
	Iteration 12Q: 3 clusters Score -740915.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -741093.312500 Penalty: 4350.599609
	Iteration 13Q: 3 clusters Score -741093.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -741291.375000 Penalty: 4350.599609
	Iteration 14Q: 3 clusters Score -741291.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -741588.000000 Penalty: 4350.599609
	Iteration 15Q: 3 clusters Score -741588 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -741970.312500 Penalty: 4350.599609
	Iteration 16Q: 3 clusters Score -741970.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -742259.187500 Penalty: 4350.599609
	Iteration 17Q: 3 clusters Score -742259.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -742573.500000 Penalty: 4350.599609
	Iteration 18Q: 3 clusters Score -742573.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -742810.812500 Penalty: 4350.599609
	Iteration 19Q: 3 clusters Score -742810.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -743061.437500 Penalty: 4350.599609
	Iteration 20F: 3 clusters Score -743061.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -743328.187500 Penalty: 4350.599609
	Iteration 21Q: 3 clusters Score -743328.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -743756.812500 Penalty: 4350.599609
	Iteration 22Q: 3 clusters Score -743756.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -744056.250000 Penalty: 4350.599609
	Iteration 23Q: 3 clusters Score -744056.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -744076.000000 Penalty: 4350.599609
	Iteration 24Q: 3 clusters Score -744076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -744076.687500 Penalty: 4350.599609
	Iteration 25Q: 3 clusters Score -744076.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -744076.687500 Penalty: 4350.599609
	Iteration 26F: 3 clusters Score -744076.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 36489 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 1391 members 
Mstep: Class 52 contains 12132 members 
Mstep: Class 53 contains 2538 members 
Mstep: Class 54 contains 4600 members 
Mstep: Class 55 contains 576 members 
Mstep: Class 56 contains 2029 members 
Mstep: Class 57 contains 16069 members 
Mstep: Class 58 contains 4104 members 
Entering Unmasked Estep 
Score: -154367344.000000 Penalty: 202641.078125
Splitting cluster 28 changes total score from -154315328.000000 to -154367344.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 29 (98278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98278 members 
Entering Unmasked Estep 
Score: -11919557.000000 Penalty: 2850.897949
	Iteration 0F: 2 clusters Score -1.191956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -11853859.000000 Penalty: 5701.795898
	Iteration 0F: 3 clusters Score -1.185386e+07 nChanged 46323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -11880577.000000 Penalty: 5701.795898
	Iteration 1F: 3 clusters Score -1.188058e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -11881741.000000 Penalty: 5701.795898
	Iteration 2Q: 3 clusters Score -1.188174e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -11883569.000000 Penalty: 5701.795898
	Iteration 3Q: 3 clusters Score -1.188357e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -11886632.000000 Penalty: 5701.795898
	Iteration 4F: 3 clusters Score -1.188663e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -11890948.000000 Penalty: 5701.795898
	Iteration 5F: 3 clusters Score -1.189095e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -11896021.000000 Penalty: 5701.795898
	Iteration 6F: 3 clusters Score -1.189602e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -11901220.000000 Penalty: 5701.795898
	Iteration 7F: 3 clusters Score -1.190122e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84642 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -11905990.000000 Penalty: 5701.795898
	Iteration 8F: 3 clusters Score -1.190599e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89430 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -11910048.000000 Penalty: 5701.795898
	Iteration 9Q: 3 clusters Score -1.191005e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92986 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -11913106.000000 Penalty: 5701.795898
	Iteration 10Q: 3 clusters Score -1.191311e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -11915265.000000 Penalty: 5701.795898
	Iteration 11Q: 3 clusters Score -1.191526e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -11916326.000000 Penalty: 5701.795898
	Iteration 12Q: 3 clusters Score -1.191633e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97139 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -11916771.000000 Penalty: 5701.795898
	Iteration 13Q: 3 clusters Score -1.191677e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11917013.000000 Penalty: 5701.795898
	Iteration 14Q: 3 clusters Score -1.191701e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97513 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11917099.000000 Penalty: 5701.795898
	Iteration 15Q: 3 clusters Score -1.19171e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97579 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11917156.000000 Penalty: 5701.795898
	Iteration 16Q: 3 clusters Score -1.191716e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97635 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -11917195.000000 Penalty: 5701.795898
	Iteration 17Q: 3 clusters Score -1.19172e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97671 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11917239.000000 Penalty: 5701.795898
	Iteration 18Q: 3 clusters Score -1.191724e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97696 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -11917241.000000 Penalty: 5701.795898
	Iteration 19Q: 3 clusters Score -1.191724e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97709 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11917257.000000 Penalty: 5701.795898
	Iteration 20F: 3 clusters Score -1.191726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11917286.000000 Penalty: 5701.795898
	Iteration 21Q: 3 clusters Score -1.191729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11917291.000000 Penalty: 5701.795898
	Iteration 22Q: 3 clusters Score -1.191729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97734 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11917302.000000 Penalty: 5701.795898
	Iteration 23Q: 3 clusters Score -1.19173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97739 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11917314.000000 Penalty: 5701.795898
	Iteration 24Q: 3 clusters Score -1.191731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11917324.000000 Penalty: 5701.795898
	Iteration 25Q: 3 clusters Score -1.191732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97750 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11917310.000000 Penalty: 5701.795898
	Iteration 26Q: 3 clusters Score -1.191731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97753 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11917302.000000 Penalty: 5701.795898
	Iteration 27Q: 3 clusters Score -1.19173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97758 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11917314.000000 Penalty: 5701.795898
	Iteration 28Q: 3 clusters Score -1.191731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97759 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11917309.000000 Penalty: 5701.795898
	Iteration 29Q: 3 clusters Score -1.191731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97760 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11917311.000000 Penalty: 5701.795898
	Iteration 30Q: 3 clusters Score -1.191731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97758 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11917307.000000 Penalty: 5701.795898
	Iteration 31Q: 3 clusters Score -1.191731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97758 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11917307.000000 Penalty: 5701.795898
	Iteration 32F: 3 clusters Score -1.191731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Entering Unmasked Estep 
Score: -945308.250000 Penalty: 2233.675049
	Iteration 0F: 2 clusters Score -945308.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -938833.250000 Penalty: 4467.350098
	Iteration 0F: 3 clusters Score -938833.2 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -940825.125000 Penalty: 4467.350098
	Iteration 1F: 3 clusters Score -940825.1 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -941540.625000 Penalty: 4467.350098
	Iteration 2F: 3 clusters Score -941540.6 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -942378.750000 Penalty: 4467.350098
	Iteration 3F: 3 clusters Score -942378.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -943363.000000 Penalty: 4467.350098
	Iteration 4F: 3 clusters Score -943363 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -944170.000000 Penalty: 4467.350098
	Iteration 5F: 3 clusters Score -944170 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -944650.875000 Penalty: 4467.350098
	Iteration 6F: 3 clusters Score -944650.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -945011.312500 Penalty: 4467.350098
	Iteration 7Q: 3 clusters Score -945011.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -945390.625000 Penalty: 4467.350098
	Iteration 8Q: 3 clusters Score -945390.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -945800.812500 Penalty: 4467.350098
	Iteration 9Q: 3 clusters Score -945800.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -946165.687500 Penalty: 4467.350098
	Iteration 10Q: 3 clusters Score -946165.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -946476.375000 Penalty: 4467.350098
	Iteration 11Q: 3 clusters Score -946476.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -946756.125000 Penalty: 4467.350098
	Iteration 12Q: 3 clusters Score -946756.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -947042.125000 Penalty: 4467.350098
	Iteration 13Q: 3 clusters Score -947042.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -947319.187500 Penalty: 4467.350098
	Iteration 14Q: 3 clusters Score -947319.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -947564.937500 Penalty: 4467.350098
	Iteration 15Q: 3 clusters Score -947564.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -947723.875000 Penalty: 4467.350098
	Iteration 16Q: 3 clusters Score -947723.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -947796.125000 Penalty: 4467.350098
	Iteration 17Q: 3 clusters Score -947796.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -947829.875000 Penalty: 4467.350098
	Iteration 18Q: 3 clusters Score -947829.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -947847.125000 Penalty: 4467.350098
	Iteration 19Q: 3 clusters Score -947847.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -947860.500000 Penalty: 4467.350098
	Iteration 20F: 3 clusters Score -947860.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -947863.937500 Penalty: 4467.350098
	Iteration 21Q: 3 clusters Score -947863.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -947866.750000 Penalty: 4467.350098
	Iteration 22Q: 3 clusters Score -947866.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -947869.500000 Penalty: 4467.350098
	Iteration 23Q: 3 clusters Score -947869.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -947871.000000 Penalty: 4467.350098
	Iteration 24Q: 3 clusters Score -947871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -947870.437500 Penalty: 4467.350098
	Iteration 25Q: 3 clusters Score -947870.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -947873.125000 Penalty: 4467.350098
	Iteration 26Q: 3 clusters Score -947873.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -947875.125000 Penalty: 4467.350098
	Iteration 27Q: 3 clusters Score -947875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -947876.750000 Penalty: 4467.350098
	Iteration 28Q: 3 clusters Score -947876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -947876.750000 Penalty: 4467.350098
	Iteration 29F: 3 clusters Score -947876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 36489 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 3786 members 
Mstep: Class 31 contains 54717 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 1391 members 
Mstep: Class 52 contains 12132 members 
Mstep: Class 53 contains 2538 members 
Mstep: Class 54 contains 4600 members 
Mstep: Class 55 contains 576 members 
Mstep: Class 56 contains 2029 members 
Mstep: Class 57 contains 16069 members 
Mstep: Class 58 contains 4104 members 
Mstep: Class 59 contains 4372 members 
Entering Unmasked Estep 
Score: -154368192.000000 Penalty: 206134.890625
Splitting cluster 30 changes total score from -154315328.000000 to -154368192.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 31 (54717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Entering Unmasked Estep 
Score: -6601133.500000 Penalty: 2705.662354
	Iteration 0F: 2 clusters Score -6601134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -6564499.000000 Penalty: 5411.324707
	Iteration 0F: 3 clusters Score -6564499 nChanged 25212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -6578907.000000 Penalty: 5411.324707
	Iteration 1F: 3 clusters Score -6578907 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -6579979.000000 Penalty: 5411.324707
	Iteration 2Q: 3 clusters Score -6579979 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -6581597.000000 Penalty: 5411.324707
	Iteration 3F: 3 clusters Score -6581597 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -6583987.500000 Penalty: 5411.324707
	Iteration 4F: 3 clusters Score -6583988 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -6587142.500000 Penalty: 5411.324707
	Iteration 5F: 3 clusters Score -6587142 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -6590690.500000 Penalty: 5411.324707
	Iteration 6F: 3 clusters Score -6590690 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -6593721.000000 Penalty: 5411.324707
	Iteration 7F: 3 clusters Score -6593721 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -6595860.500000 Penalty: 5411.324707
	Iteration 8F: 3 clusters Score -6595860 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -6597240.500000 Penalty: 5411.324707
	Iteration 9Q: 3 clusters Score -6597240 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -6598455.000000 Penalty: 5411.324707
	Iteration 10Q: 3 clusters Score -6598455 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -6599930.500000 Penalty: 5411.324707
	Iteration 11Q: 3 clusters Score -6599930 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -6601608.000000 Penalty: 5411.324707
	Iteration 12Q: 3 clusters Score -6601608 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -6603145.500000 Penalty: 5411.324707
	Iteration 13Q: 3 clusters Score -6603146 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -6604120.500000 Penalty: 5411.324707
	Iteration 14Q: 3 clusters Score -6604120 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -6604741.500000 Penalty: 5411.324707
	Iteration 15Q: 3 clusters Score -6604742 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -6605055.500000 Penalty: 5411.324707
	Iteration 16Q: 3 clusters Score -6605056 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -6605225.000000 Penalty: 5411.324707
	Iteration 17Q: 3 clusters Score -6605225 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -6605320.000000 Penalty: 5411.324707
	Iteration 18Q: 3 clusters Score -6605320 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -6605392.000000 Penalty: 5411.324707
	Iteration 19Q: 3 clusters Score -6605392 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -6605422.500000 Penalty: 5411.324707
	Iteration 20F: 3 clusters Score -6605422 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -6605466.500000 Penalty: 5411.324707
	Iteration 21Q: 3 clusters Score -6605466 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -6605470.500000 Penalty: 5411.324707
	Iteration 22Q: 3 clusters Score -6605470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -6605463.000000 Penalty: 5411.324707
	Iteration 23Q: 3 clusters Score -6605463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -6605463.500000 Penalty: 5411.324707
	Iteration 24Q: 3 clusters Score -6605464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -6605472.000000 Penalty: 5411.324707
	Iteration 25Q: 3 clusters Score -6605472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -6605472.500000 Penalty: 5411.324707
	Iteration 26Q: 3 clusters Score -6605472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -6605472.500000 Penalty: 5411.324707
	Iteration 27Q: 3 clusters Score -6605472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -6605471.000000 Penalty: 5411.324707
	Iteration 28Q: 3 clusters Score -6605471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -6605471.500000 Penalty: 5411.324707
	Iteration 29Q: 3 clusters Score -6605472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -6605469.000000 Penalty: 5411.324707
	Iteration 30Q: 3 clusters Score -6605469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -6605473.000000 Penalty: 5411.324707
	Iteration 31Q: 3 clusters Score -6605473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -6605471.000000 Penalty: 5411.324707
	Iteration 32Q: 3 clusters Score -6605471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -6605469.000000 Penalty: 5411.324707
	Iteration 33Q: 3 clusters Score -6605469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -6605471.000000 Penalty: 5411.324707
	Iteration 34Q: 3 clusters Score -6605471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -6605464.000000 Penalty: 5411.324707
	Iteration 35Q: 3 clusters Score -6605464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -6605474.000000 Penalty: 5411.324707
	Iteration 36Q: 3 clusters Score -6605474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -6605474.000000 Penalty: 5411.324707
	Iteration 37F: 3 clusters Score -6605474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 36489 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 3786 members 
Mstep: Class 31 contains 41419 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 44340 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 1391 members 
Mstep: Class 52 contains 12132 members 
Mstep: Class 53 contains 2538 members 
Mstep: Class 54 contains 4600 members 
Mstep: Class 55 contains 576 members 
Mstep: Class 56 contains 2029 members 
Mstep: Class 57 contains 16069 members 
Mstep: Class 58 contains 4104 members 
Mstep: Class 59 contains 4372 members 
Mstep: Class 60 contains 13298 members 
Entering Unmasked Estep 
Score: -154374032.000000 Penalty: 209628.703125
Splitting cluster 31 changes total score from -154315328.000000 to -154374032.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 32 (4489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Entering Unmasked Estep 
Score: -480748.531250 Penalty: 2085.527588
	Iteration 0F: 2 clusters Score -480748.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -476598.218750 Penalty: 4171.055176
	Iteration 0F: 3 clusters Score -476598.2 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -477585.281250 Penalty: 4171.055176
	Iteration 1F: 3 clusters Score -477585.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -477866.375000 Penalty: 4171.055176
	Iteration 2F: 3 clusters Score -477866.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -478120.468750 Penalty: 4171.055176
	Iteration 3F: 3 clusters Score -478120.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -478343.187500 Penalty: 4171.055176
	Iteration 4F: 3 clusters Score -478343.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -478603.875000 Penalty: 4171.055176
	Iteration 5F: 3 clusters Score -478603.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -478857.312500 Penalty: 4171.055176
	Iteration 6F: 3 clusters Score -478857.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -479073.593750 Penalty: 4171.055176
	Iteration 7Q: 3 clusters Score -479073.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -479238.375000 Penalty: 4171.055176
	Iteration 8Q: 3 clusters Score -479238.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -479370.968750 Penalty: 4171.055176
	Iteration 9Q: 3 clusters Score -479371 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -479487.562500 Penalty: 4171.055176
	Iteration 10Q: 3 clusters Score -479487.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -479606.375000 Penalty: 4171.055176
	Iteration 11Q: 3 clusters Score -479606.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -479701.531250 Penalty: 4171.055176
	Iteration 12Q: 3 clusters Score -479701.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -479806.125000 Penalty: 4171.055176
	Iteration 13Q: 3 clusters Score -479806.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -479899.312500 Penalty: 4171.055176
	Iteration 14Q: 3 clusters Score -479899.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -479984.968750 Penalty: 4171.055176
	Iteration 15Q: 3 clusters Score -479985 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -480044.125000 Penalty: 4171.055176
	Iteration 16Q: 3 clusters Score -480044.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -480093.718750 Penalty: 4171.055176
	Iteration 17Q: 3 clusters Score -480093.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -480131.562500 Penalty: 4171.055176
	Iteration 18Q: 3 clusters Score -480131.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -480161.812500 Penalty: 4171.055176
	Iteration 19Q: 3 clusters Score -480161.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -480195.593750 Penalty: 4171.055176
	Iteration 20F: 3 clusters Score -480195.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -480229.531250 Penalty: 4171.055176
	Iteration 21Q: 3 clusters Score -480229.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -480254.500000 Penalty: 4171.055176
	Iteration 22Q: 3 clusters Score -480254.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -480279.406250 Penalty: 4171.055176
	Iteration 23Q: 3 clusters Score -480279.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -480299.812500 Penalty: 4171.055176
	Iteration 24Q: 3 clusters Score -480299.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -480322.000000 Penalty: 4171.055176
	Iteration 25Q: 3 clusters Score -480322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -480346.281250 Penalty: 4171.055176
	Iteration 26Q: 3 clusters Score -480346.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -480369.656250 Penalty: 4171.055176
	Iteration 27Q: 3 clusters Score -480369.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -480383.218750 Penalty: 4171.055176
	Iteration 28Q: 3 clusters Score -480383.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -480393.968750 Penalty: 4171.055176
	Iteration 29Q: 3 clusters Score -480394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -480404.562500 Penalty: 4171.055176
	Iteration 30Q: 3 clusters Score -480404.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -480413.531250 Penalty: 4171.055176
	Iteration 31Q: 3 clusters Score -480413.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -480420.375000 Penalty: 4171.055176
	Iteration 32Q: 3 clusters Score -480420.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -480423.718750 Penalty: 4171.055176
	Iteration 33Q: 3 clusters Score -480423.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -480428.843750 Penalty: 4171.055176
	Iteration 34Q: 3 clusters Score -480428.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -480436.343750 Penalty: 4171.055176
	Iteration 35Q: 3 clusters Score -480436.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -480444.687500 Penalty: 4171.055176
	Iteration 36Q: 3 clusters Score -480444.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -480453.906250 Penalty: 4171.055176
	Iteration 37Q: 3 clusters Score -480453.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -480459.937500 Penalty: 4171.055176
	Iteration 38Q: 3 clusters Score -480459.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -480467.406250 Penalty: 4171.055176
	Iteration 39Q: 3 clusters Score -480467.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -480473.781250 Penalty: 4171.055176
	Iteration 40F: 3 clusters Score -480473.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -480481.968750 Penalty: 4171.055176
	Iteration 41Q: 3 clusters Score -480482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -480485.750000 Penalty: 4171.055176
	Iteration 42Q: 3 clusters Score -480485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -480487.687500 Penalty: 4171.055176
	Iteration 43Q: 3 clusters Score -480487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -480488.406250 Penalty: 4171.055176
	Iteration 44Q: 3 clusters Score -480488.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -480489.906250 Penalty: 4171.055176
	Iteration 45Q: 3 clusters Score -480489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -480491.312500 Penalty: 4171.055176
	Iteration 46Q: 3 clusters Score -480491.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -480492.406250 Penalty: 4171.055176
	Iteration 47Q: 3 clusters Score -480492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -480493.968750 Penalty: 4171.055176
	Iteration 48Q: 3 clusters Score -480494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -480497.218750 Penalty: 4171.055176
	Iteration 49Q: 3 clusters Score -480497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -480497.187500 Penalty: 4171.055176
	Iteration 50Q: 3 clusters Score -480497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -480498.750000 Penalty: 4171.055176
	Iteration 51Q: 3 clusters Score -480498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -480498.625000 Penalty: 4171.055176
	Iteration 52Q: 3 clusters Score -480498.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -480498.843750 Penalty: 4171.055176
	Iteration 53Q: 3 clusters Score -480498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -480499.406250 Penalty: 4171.055176
	Iteration 54Q: 3 clusters Score -480499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -480502.625000 Penalty: 4171.055176
	Iteration 55Q: 3 clusters Score -480502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -480502.625000 Penalty: 4171.055176
	Iteration 56Q: 3 clusters Score -480502.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -480502.687500 Penalty: 4171.055176
	Iteration 57Q: 3 clusters Score -480502.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -480502.968750 Penalty: 4171.055176
	Iteration 58Q: 3 clusters Score -480503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -480503.156250 Penalty: 4171.055176
	Iteration 59Q: 3 clusters Score -480503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -480503.156250 Penalty: 4171.055176
	Iteration 60F: 3 clusters Score -480503.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (44340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Entering Unmasked Estep 
Score: -5277443.000000 Penalty: 2653.511230
	Iteration 0F: 2 clusters Score -5277443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -5247585.500000 Penalty: 5307.022461
	Iteration 0F: 3 clusters Score -5247586 nChanged 20229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -5259753.500000 Penalty: 5307.022461
	Iteration 1F: 3 clusters Score -5259754 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -5260895.500000 Penalty: 5307.022461
	Iteration 2F: 3 clusters Score -5260896 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -5262226.500000 Penalty: 5307.022461
	Iteration 3F: 3 clusters Score -5262226 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -5263596.000000 Penalty: 5307.022461
	Iteration 4F: 3 clusters Score -5263596 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -5265068.500000 Penalty: 5307.022461
	Iteration 5F: 3 clusters Score -5265068 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -5266516.000000 Penalty: 5307.022461
	Iteration 6F: 3 clusters Score -5266516 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -5267962.000000 Penalty: 5307.022461
	Iteration 7F: 3 clusters Score -5267962 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -5269257.500000 Penalty: 5307.022461
	Iteration 8Q: 3 clusters Score -5269258 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -5270249.000000 Penalty: 5307.022461
	Iteration 9Q: 3 clusters Score -5270249 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -5271057.500000 Penalty: 5307.022461
	Iteration 10Q: 3 clusters Score -5271058 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -5271789.500000 Penalty: 5307.022461
	Iteration 11Q: 3 clusters Score -5271790 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -5272361.000000 Penalty: 5307.022461
	Iteration 12Q: 3 clusters Score -5272361 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -5272817.000000 Penalty: 5307.022461
	Iteration 13Q: 3 clusters Score -5272817 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -5273325.000000 Penalty: 5307.022461
	Iteration 14Q: 3 clusters Score -5273325 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -5273843.500000 Penalty: 5307.022461
	Iteration 15Q: 3 clusters Score -5273844 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -5274393.500000 Penalty: 5307.022461
	Iteration 16Q: 3 clusters Score -5274394 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -5274976.500000 Penalty: 5307.022461
	Iteration 17Q: 3 clusters Score -5274976 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -5275605.500000 Penalty: 5307.022461
	Iteration 18Q: 3 clusters Score -5275606 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -5276136.500000 Penalty: 5307.022461
	Iteration 19Q: 3 clusters Score -5276136 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -5276613.000000 Penalty: 5307.022461
	Iteration 20F: 3 clusters Score -5276613 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -5277025.000000 Penalty: 5307.022461
	Iteration 21Q: 3 clusters Score -5277025 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -5277386.000000 Penalty: 5307.022461
	Iteration 22Q: 3 clusters Score -5277386 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -5277731.000000 Penalty: 5307.022461
	Iteration 23Q: 3 clusters Score -5277731 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -5278027.000000 Penalty: 5307.022461
	Iteration 24Q: 3 clusters Score -5278027 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -5278337.500000 Penalty: 5307.022461
	Iteration 25Q: 3 clusters Score -5278338 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -5278576.500000 Penalty: 5307.022461
	Iteration 26Q: 3 clusters Score -5278576 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -5278712.000000 Penalty: 5307.022461
	Iteration 27Q: 3 clusters Score -5278712 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -5278758.000000 Penalty: 5307.022461
	Iteration 28Q: 3 clusters Score -5278758 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -5278767.000000 Penalty: 5307.022461
	Iteration 29Q: 3 clusters Score -5278767 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -5278774.000000 Penalty: 5307.022461
	Iteration 30Q: 3 clusters Score -5278774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -5278783.500000 Penalty: 5307.022461
	Iteration 31Q: 3 clusters Score -5278784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -5278792.500000 Penalty: 5307.022461
	Iteration 32Q: 3 clusters Score -5278792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -5278800.000000 Penalty: 5307.022461
	Iteration 33Q: 3 clusters Score -5278800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -5278789.500000 Penalty: 5307.022461
	Iteration 34Q: 3 clusters Score -5278790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -5278785.000000 Penalty: 5307.022461
	Iteration 35Q: 3 clusters Score -5278785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -5278780.500000 Penalty: 5307.022461
	Iteration 36Q: 3 clusters Score -5278780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -5278783.500000 Penalty: 5307.022461
	Iteration 37Q: 3 clusters Score -5278784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -5278782.500000 Penalty: 5307.022461
	Iteration 38Q: 3 clusters Score -5278782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -5278789.500000 Penalty: 5307.022461
	Iteration 39Q: 3 clusters Score -5278790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -5278790.500000 Penalty: 5307.022461
	Iteration 40F: 3 clusters Score -5278790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -5278790.500000 Penalty: 5307.022461
	Iteration 41Q: 3 clusters Score -5278790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -5278793.000000 Penalty: 5307.022461
	Iteration 42Q: 3 clusters Score -5278793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -5278792.500000 Penalty: 5307.022461
	Iteration 43Q: 3 clusters Score -5278792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -5278793.500000 Penalty: 5307.022461
	Iteration 44Q: 3 clusters Score -5278794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -5278796.000000 Penalty: 5307.022461
	Iteration 45Q: 3 clusters Score -5278796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -5278794.000000 Penalty: 5307.022461
	Iteration 46Q: 3 clusters Score -5278794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -5278791.000000 Penalty: 5307.022461
	Iteration 47Q: 3 clusters Score -5278791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -5278791.000000 Penalty: 5307.022461
	Iteration 48Q: 3 clusters Score -5278791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -5278791.000000 Penalty: 5307.022461
	Iteration 49F: 3 clusters Score -5278791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 36489 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 3786 members 
Mstep: Class 31 contains 41419 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 6717 members 
Mstep: Class 34 contains 63131 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 1391 members 
Mstep: Class 52 contains 12132 members 
Mstep: Class 53 contains 2538 members 
Mstep: Class 54 contains 4600 members 
Mstep: Class 55 contains 576 members 
Mstep: Class 56 contains 2029 members 
Mstep: Class 57 contains 16069 members 
Mstep: Class 58 contains 4104 members 
Mstep: Class 59 contains 4372 members 
Mstep: Class 60 contains 13298 members 
Mstep: Class 61 contains 37623 members 
Entering Unmasked Estep 
Score: -154374752.000000 Penalty: 213122.515625
Splitting cluster 33 changes total score from -154315328.000000 to -154374752.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 34 (63131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Entering Unmasked Estep 
Score: -7508783.000000 Penalty: 2741.135742
	Iteration 0F: 2 clusters Score -7508783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -7466392.000000 Penalty: 5482.271484
	Iteration 0F: 3 clusters Score -7466392 nChanged 29603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -7483779.000000 Penalty: 5482.271484
	Iteration 1F: 3 clusters Score -7483779 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -7485819.000000 Penalty: 5482.271484
	Iteration 2F: 3 clusters Score -7485819 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -7489074.500000 Penalty: 5482.271484
	Iteration 3F: 3 clusters Score -7489074 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -7493551.000000 Penalty: 5482.271484
	Iteration 4F: 3 clusters Score -7493551 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -7498436.000000 Penalty: 5482.271484
	Iteration 5F: 3 clusters Score -7498436 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -7503068.000000 Penalty: 5482.271484
	Iteration 6F: 3 clusters Score -7503068 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -7506760.500000 Penalty: 5482.271484
	Iteration 7F: 3 clusters Score -7506760 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -7508929.500000 Penalty: 5482.271484
	Iteration 8Q: 3 clusters Score -7508930 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -7510303.000000 Penalty: 5482.271484
	Iteration 9Q: 3 clusters Score -7510303 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -7511561.500000 Penalty: 5482.271484
	Iteration 10Q: 3 clusters Score -7511562 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -7513119.000000 Penalty: 5482.271484
	Iteration 11Q: 3 clusters Score -7513119 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -7514226.500000 Penalty: 5482.271484
	Iteration 12Q: 3 clusters Score -7514226 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -7514679.000000 Penalty: 5482.271484
	Iteration 13Q: 3 clusters Score -7514679 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -7514943.500000 Penalty: 5482.271484
	Iteration 14Q: 3 clusters Score -7514944 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -7515105.000000 Penalty: 5482.271484
	Iteration 15Q: 3 clusters Score -7515105 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -7515243.000000 Penalty: 5482.271484
	Iteration 16Q: 3 clusters Score -7515243 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -7515297.000000 Penalty: 5482.271484
	Iteration 17Q: 3 clusters Score -7515297 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -7515329.500000 Penalty: 5482.271484
	Iteration 18Q: 3 clusters Score -7515330 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -7515341.500000 Penalty: 5482.271484
	Iteration 19Q: 3 clusters Score -7515342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -7515349.000000 Penalty: 5482.271484
	Iteration 20F: 3 clusters Score -7515349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -7515353.500000 Penalty: 5482.271484
	Iteration 21Q: 3 clusters Score -7515354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -7515355.500000 Penalty: 5482.271484
	Iteration 22Q: 3 clusters Score -7515356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -7515373.000000 Penalty: 5482.271484
	Iteration 23Q: 3 clusters Score -7515373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -7515364.500000 Penalty: 5482.271484
	Iteration 24Q: 3 clusters Score -7515364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -7515381.500000 Penalty: 5482.271484
	Iteration 25Q: 3 clusters Score -7515382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -7515359.500000 Penalty: 5482.271484
	Iteration 26Q: 3 clusters Score -7515360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -7515361.000000 Penalty: 5482.271484
	Iteration 27Q: 3 clusters Score -7515361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -7515354.500000 Penalty: 5482.271484
	Iteration 28Q: 3 clusters Score -7515354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -7515365.500000 Penalty: 5482.271484
	Iteration 29Q: 3 clusters Score -7515366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -7515363.500000 Penalty: 5482.271484
	Iteration 30Q: 3 clusters Score -7515364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -7515356.500000 Penalty: 5482.271484
	Iteration 31Q: 3 clusters Score -7515356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -7515347.500000 Penalty: 5482.271484
	Iteration 32Q: 3 clusters Score -7515348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -7515336.000000 Penalty: 5482.271484
	Iteration 33Q: 3 clusters Score -7515336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -7515336.500000 Penalty: 5482.271484
	Iteration 34Q: 3 clusters Score -7515336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -7515339.500000 Penalty: 5482.271484
	Iteration 35Q: 3 clusters Score -7515340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -7515335.000000 Penalty: 5482.271484
	Iteration 36Q: 3 clusters Score -7515335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -7515339.500000 Penalty: 5482.271484
	Iteration 37Q: 3 clusters Score -7515340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -7515359.500000 Penalty: 5482.271484
	Iteration 38Q: 3 clusters Score -7515360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -7515366.000000 Penalty: 5482.271484
	Iteration 39Q: 3 clusters Score -7515366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -7515368.000000 Penalty: 5482.271484
	Iteration 40F: 3 clusters Score -7515368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -7515367.000000 Penalty: 5482.271484
	Iteration 41Q: 3 clusters Score -7515367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -7515366.500000 Penalty: 5482.271484
	Iteration 42Q: 3 clusters Score -7515366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -7515366.000000 Penalty: 5482.271484
	Iteration 43Q: 3 clusters Score -7515366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -7515372.500000 Penalty: 5482.271484
	Iteration 44Q: 3 clusters Score -7515372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -7515379.000000 Penalty: 5482.271484
	Iteration 45Q: 3 clusters Score -7515379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -7515385.500000 Penalty: 5482.271484
	Iteration 46Q: 3 clusters Score -7515386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -7515379.000000 Penalty: 5482.271484
	Iteration 47Q: 3 clusters Score -7515379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -7515379.000000 Penalty: 5482.271484
	Iteration 48Q: 3 clusters Score -7515379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -7515372.000000 Penalty: 5482.271484
	Iteration 49Q: 3 clusters Score -7515372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -7515364.500000 Penalty: 5482.271484
	Iteration 50Q: 3 clusters Score -7515364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -7515367.500000 Penalty: 5482.271484
	Iteration 51Q: 3 clusters Score -7515368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -7515362.500000 Penalty: 5482.271484
	Iteration 52Q: 3 clusters Score -7515362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -7515362.500000 Penalty: 5482.271484
	Iteration 53Q: 3 clusters Score -7515362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -7515364.000000 Penalty: 5482.271484
	Iteration 54Q: 3 clusters Score -7515364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -7515364.000000 Penalty: 5482.271484
	Iteration 55F: 3 clusters Score -7515364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 36489 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 3786 members 
Mstep: Class 31 contains 41419 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 6717 members 
Mstep: Class 34 contains 10963 members 
Mstep: Class 35 contains 178650 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 1391 members 
Mstep: Class 52 contains 12132 members 
Mstep: Class 53 contains 2538 members 
Mstep: Class 54 contains 4600 members 
Mstep: Class 55 contains 576 members 
Mstep: Class 56 contains 2029 members 
Mstep: Class 57 contains 16069 members 
Mstep: Class 58 contains 4104 members 
Mstep: Class 59 contains 4372 members 
Mstep: Class 60 contains 13298 members 
Mstep: Class 61 contains 37623 members 
Mstep: Class 62 contains 52168 members 
Entering Unmasked Estep 
Score: -154381024.000000 Penalty: 216616.328125
Splitting cluster 34 changes total score from -154315328.000000 to -154381024.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 35 (178650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178650 members 
Entering Unmasked Estep 
Score: -21636294.000000 Penalty: 2999.109619
	Iteration 0F: 2 clusters Score -2.163629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -21522498.000000 Penalty: 5998.219238
	Iteration 0F: 3 clusters Score -2.15225e+07 nChanged 85556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 84512 members 
Entering Unmasked Estep 
Score: -21572754.000000 Penalty: 5998.219238
	Iteration 1F: 3 clusters Score -2.157275e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97112 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -21574094.000000 Penalty: 5998.219238
	Iteration 2Q: 3 clusters Score -2.157409e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101586 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -21576310.000000 Penalty: 5998.219238
	Iteration 3Q: 3 clusters Score -2.157631e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108311 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -21580332.000000 Penalty: 5998.219238
	Iteration 4Q: 3 clusters Score -2.158033e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117819 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -21587524.000000 Penalty: 5998.219238
	Iteration 5F: 3 clusters Score -2.158752e+07 nChanged 12980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129751 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -21599068.000000 Penalty: 5998.219238
	Iteration 6F: 3 clusters Score -2.159907e+07 nChanged 13523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141998 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -21614364.000000 Penalty: 5998.219238
	Iteration 7F: 3 clusters Score -2.161436e+07 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150378 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -21629398.000000 Penalty: 5998.219238
	Iteration 8F: 3 clusters Score -2.16294e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152854 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -21639282.000000 Penalty: 5998.219238
	Iteration 9Q: 3 clusters Score -2.163928e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152397 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -21643362.000000 Penalty: 5998.219238
	Iteration 10Q: 3 clusters Score -2.164336e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151345 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -21645296.000000 Penalty: 5998.219238
	Iteration 11Q: 3 clusters Score -2.16453e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150087 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -21646444.000000 Penalty: 5998.219238
	Iteration 12Q: 3 clusters Score -2.164644e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148791 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -21647152.000000 Penalty: 5998.219238
	Iteration 13Q: 3 clusters Score -2.164715e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147540 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -21647660.000000 Penalty: 5998.219238
	Iteration 14Q: 3 clusters Score -2.164766e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146353 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -21648020.000000 Penalty: 5998.219238
	Iteration 15Q: 3 clusters Score -2.164802e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145171 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -21648308.000000 Penalty: 5998.219238
	Iteration 16Q: 3 clusters Score -2.164831e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144046 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -21648548.000000 Penalty: 5998.219238
	Iteration 17Q: 3 clusters Score -2.164855e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142975 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -21648718.000000 Penalty: 5998.219238
	Iteration 18Q: 3 clusters Score -2.164872e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141918 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -21648980.000000 Penalty: 5998.219238
	Iteration 19Q: 3 clusters Score -2.164898e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140785 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -21649088.000000 Penalty: 5998.219238
	Iteration 20F: 3 clusters Score -2.164909e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139588 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -21649448.000000 Penalty: 5998.219238
	Iteration 21Q: 3 clusters Score -2.164945e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -21649678.000000 Penalty: 5998.219238
	Iteration 22Q: 3 clusters Score -2.164968e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136888 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -21650012.000000 Penalty: 5998.219238
	Iteration 23Q: 3 clusters Score -2.165001e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135329 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -21650340.000000 Penalty: 5998.219238
	Iteration 24Q: 3 clusters Score -2.165034e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133582 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -21650910.000000 Penalty: 5998.219238
	Iteration 25Q: 3 clusters Score -2.165091e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131631 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -21651712.000000 Penalty: 5998.219238
	Iteration 26Q: 3 clusters Score -2.165171e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129516 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -21652478.000000 Penalty: 5998.219238
	Iteration 27Q: 3 clusters Score -2.165248e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127295 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -21653414.000000 Penalty: 5998.219238
	Iteration 28Q: 3 clusters Score -2.165341e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124902 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -21654278.000000 Penalty: 5998.219238
	Iteration 29Q: 3 clusters Score -2.165428e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122415 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -21655254.000000 Penalty: 5998.219238
	Iteration 30Q: 3 clusters Score -2.165525e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119818 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -21656604.000000 Penalty: 5998.219238
	Iteration 31Q: 3 clusters Score -2.16566e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117233 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -21657628.000000 Penalty: 5998.219238
	Iteration 32Q: 3 clusters Score -2.165763e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114740 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -21658684.000000 Penalty: 5998.219238
	Iteration 33Q: 3 clusters Score -2.165868e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112431 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -21659578.000000 Penalty: 5998.219238
	Iteration 34Q: 3 clusters Score -2.165958e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110388 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -21660166.000000 Penalty: 5998.219238
	Iteration 35Q: 3 clusters Score -2.166017e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108602 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -21660712.000000 Penalty: 5998.219238
	Iteration 36Q: 3 clusters Score -2.166071e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -21661140.000000 Penalty: 5998.219238
	Iteration 37Q: 3 clusters Score -2.166114e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105862 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -21661376.000000 Penalty: 5998.219238
	Iteration 38Q: 3 clusters Score -2.166138e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
Score: -21661738.000000 Penalty: 5998.219238
	Iteration 39Q: 3 clusters Score -2.166174e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104103 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -21663102.000000 Penalty: 5998.219238
	Iteration 40F: 3 clusters Score -2.16631e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 76201 members 
Entering Unmasked Estep 
Score: -21664626.000000 Penalty: 5998.219238
	Iteration 41Q: 3 clusters Score -2.166463e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100569 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -21665504.000000 Penalty: 5998.219238
	Iteration 42Q: 3 clusters Score -2.16655e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -21666186.000000 Penalty: 5998.219238
	Iteration 43Q: 3 clusters Score -2.166619e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97342 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -21666676.000000 Penalty: 5998.219238
	Iteration 44Q: 3 clusters Score -2.166668e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96136 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -21666788.000000 Penalty: 5998.219238
	Iteration 45Q: 3 clusters Score -2.166679e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95137 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -21666934.000000 Penalty: 5998.219238
	Iteration 46Q: 3 clusters Score -2.166693e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94316 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -21667066.000000 Penalty: 5998.219238
	Iteration 47Q: 3 clusters Score -2.166707e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93660 members 
Mstep: Class 2 contains 84990 members 
Entering Unmasked Estep 
Score: -21667162.000000 Penalty: 5998.219238
	Iteration 48Q: 3 clusters Score -2.166716e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 85549 members 
Entering Unmasked Estep 
Score: -21667226.000000 Penalty: 5998.219238
	Iteration 49Q: 3 clusters Score -2.166723e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -21667254.000000 Penalty: 5998.219238
	Iteration 50Q: 3 clusters Score -2.166725e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -21667310.000000 Penalty: 5998.219238
	Iteration 51Q: 3 clusters Score -2.166731e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -21667290.000000 Penalty: 5998.219238
	Iteration 52Q: 3 clusters Score -2.166729e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91792 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -21667316.000000 Penalty: 5998.219238
	Iteration 53Q: 3 clusters Score -2.166732e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -21667344.000000 Penalty: 5998.219238
	Iteration 54Q: 3 clusters Score -2.166734e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
Score: -21667340.000000 Penalty: 5998.219238
	Iteration 55Q: 3 clusters Score -2.166734e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 87298 members 
Entering Unmasked Estep 
Score: -21667284.000000 Penalty: 5998.219238
	Iteration 56Q: 3 clusters Score -2.166728e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91239 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -21667318.000000 Penalty: 5998.219238
	Iteration 57Q: 3 clusters Score -2.166732e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 87492 members 
Entering Unmasked Estep 
Score: -21667300.000000 Penalty: 5998.219238
	Iteration 58Q: 3 clusters Score -2.16673e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91096 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -21667316.000000 Penalty: 5998.219238
	Iteration 59Q: 3 clusters Score -2.166732e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91051 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -21667318.000000 Penalty: 5998.219238
	Iteration 60F: 3 clusters Score -2.166732e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 87636 members 
Entering Unmasked Estep 
Score: -21667316.000000 Penalty: 5998.219238
	Iteration 61Q: 3 clusters Score -2.166732e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90971 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -21667328.000000 Penalty: 5998.219238
	Iteration 62Q: 3 clusters Score -2.166733e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90943 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -21667318.000000 Penalty: 5998.219238
	Iteration 63Q: 3 clusters Score -2.166732e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 87731 members 
Entering Unmasked Estep 
Score: -21667318.000000 Penalty: 5998.219238
	Iteration 64Q: 3 clusters Score -2.166732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90896 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -21667324.000000 Penalty: 5998.219238
	Iteration 65Q: 3 clusters Score -2.166732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
Score: -21667326.000000 Penalty: 5998.219238
	Iteration 66Q: 3 clusters Score -2.166733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90865 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -21667332.000000 Penalty: 5998.219238
	Iteration 67Q: 3 clusters Score -2.166733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90856 members 
Mstep: Class 2 contains 87794 members 
Entering Unmasked Estep 
Score: -21667342.000000 Penalty: 5998.219238
	Iteration 68Q: 3 clusters Score -2.166734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90851 members 
Mstep: Class 2 contains 87799 members 
Entering Unmasked Estep 
Score: -21667342.000000 Penalty: 5998.219238
	Iteration 69Q: 3 clusters Score -2.166734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 87807 members 
Entering Unmasked Estep 
Score: -21667340.000000 Penalty: 5998.219238
	Iteration 70Q: 3 clusters Score -2.166734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90836 members 
Mstep: Class 2 contains 87814 members 
Entering Unmasked Estep 
Score: -21667352.000000 Penalty: 5998.219238
	Iteration 71Q: 3 clusters Score -2.166735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -21667326.000000 Penalty: 5998.219238
	Iteration 72Q: 3 clusters Score -2.166733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90822 members 
Mstep: Class 2 contains 87828 members 
Entering Unmasked Estep 
Score: -21667324.000000 Penalty: 5998.219238
	Iteration 73Q: 3 clusters Score -2.166732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 87837 members 
Entering Unmasked Estep 
Score: -21667332.000000 Penalty: 5998.219238
	Iteration 74Q: 3 clusters Score -2.166733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90808 members 
Mstep: Class 2 contains 87842 members 
Entering Unmasked Estep 
Score: -21667340.000000 Penalty: 5998.219238
	Iteration 75Q: 3 clusters Score -2.166734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90804 members 
Mstep: Class 2 contains 87846 members 
Entering Unmasked Estep 
Score: -21667354.000000 Penalty: 5998.219238
	Iteration 76Q: 3 clusters Score -2.166735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 87851 members 
Entering Unmasked Estep 
Score: -21667354.000000 Penalty: 5998.219238
	Iteration 77Q: 3 clusters Score -2.166735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90794 members 
Mstep: Class 2 contains 87856 members 
Entering Unmasked Estep 
Score: -21667350.000000 Penalty: 5998.219238
	Iteration 78Q: 3 clusters Score -2.166735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90790 members 
Mstep: Class 2 contains 87860 members 
Entering Unmasked Estep 
Score: -21667354.000000 Penalty: 5998.219238
	Iteration 79Q: 3 clusters Score -2.166735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 87862 members 
Entering Unmasked Estep 
Score: -21667360.000000 Penalty: 5998.219238
	Iteration 80F: 3 clusters Score -2.166736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -21667362.000000 Penalty: 5998.219238
	Iteration 81Q: 3 clusters Score -2.166736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 87868 members 
Entering Unmasked Estep 
Score: -21667360.000000 Penalty: 5998.219238
	Iteration 82Q: 3 clusters Score -2.166736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -21667346.000000 Penalty: 5998.219238
	Iteration 83Q: 3 clusters Score -2.166735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90777 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -21667360.000000 Penalty: 5998.219238
	Iteration 84Q: 3 clusters Score -2.166736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -21667354.000000 Penalty: 5998.219238
	Iteration 85Q: 3 clusters Score -2.166735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -21667350.000000 Penalty: 5998.219238
	Iteration 86Q: 3 clusters Score -2.166735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -21667344.000000 Penalty: 5998.219238
	Iteration 87Q: 3 clusters Score -2.166734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -21667356.000000 Penalty: 5998.219238
	Iteration 88Q: 3 clusters Score -2.166736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -21667356.000000 Penalty: 5998.219238
	Iteration 89F: 3 clusters Score -2.166736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 36489 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 3786 members 
Mstep: Class 31 contains 41419 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 6717 members 
Mstep: Class 34 contains 10963 members 
Mstep: Class 35 contains 90768 members 
Mstep: Class 36 contains 33840 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 1391 members 
Mstep: Class 52 contains 12132 members 
Mstep: Class 53 contains 2538 members 
Mstep: Class 54 contains 4600 members 
Mstep: Class 55 contains 576 members 
Mstep: Class 56 contains 2029 members 
Mstep: Class 57 contains 16069 members 
Mstep: Class 58 contains 4104 members 
Mstep: Class 59 contains 4372 members 
Mstep: Class 60 contains 13298 members 
Mstep: Class 61 contains 37623 members 
Mstep: Class 62 contains 52168 members 
Mstep: Class 63 contains 87882 members 
Entering Unmasked Estep 
Score: -154414304.000000 Penalty: 220110.140625
Splitting cluster 35 changes total score from -154315328.000000 to -154414304.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 36 (33840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Entering Unmasked Estep 
Score: -4099957.250000 Penalty: 2586.490723
	Iteration 0F: 2 clusters Score -4099957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -4076717.000000 Penalty: 5172.981445
	Iteration 0F: 3 clusters Score -4076717 nChanged 15468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -4085503.750000 Penalty: 5172.981445
	Iteration 1F: 3 clusters Score -4085504 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -4086390.250000 Penalty: 5172.981445
	Iteration 2F: 3 clusters Score -4086390 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4087613.000000 Penalty: 5172.981445
	Iteration 3F: 3 clusters Score -4087613 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -4089050.000000 Penalty: 5172.981445
	Iteration 4F: 3 clusters Score -4089050 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -4090441.250000 Penalty: 5172.981445
	Iteration 5F: 3 clusters Score -4090441 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -4091761.250000 Penalty: 5172.981445
	Iteration 6F: 3 clusters Score -4091761 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -4092906.250000 Penalty: 5172.981445
	Iteration 7F: 3 clusters Score -4092906 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -4093958.000000 Penalty: 5172.981445
	Iteration 8F: 3 clusters Score -4093958 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -4094933.500000 Penalty: 5172.981445
	Iteration 9Q: 3 clusters Score -4094934 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -4095874.000000 Penalty: 5172.981445
	Iteration 10Q: 3 clusters Score -4095874 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -4096717.250000 Penalty: 5172.981445
	Iteration 11Q: 3 clusters Score -4096717 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -4097531.500000 Penalty: 5172.981445
	Iteration 12Q: 3 clusters Score -4097532 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -4098241.500000 Penalty: 5172.981445
	Iteration 13Q: 3 clusters Score -4098242 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -4098857.000000 Penalty: 5172.981445
	Iteration 14Q: 3 clusters Score -4098857 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -4099382.000000 Penalty: 5172.981445
	Iteration 15Q: 3 clusters Score -4099382 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -4099826.500000 Penalty: 5172.981445
	Iteration 16Q: 3 clusters Score -4099826 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4100162.750000 Penalty: 5172.981445
	Iteration 17Q: 3 clusters Score -4100163 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4100430.000000 Penalty: 5172.981445
	Iteration 18Q: 3 clusters Score -4100430 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4100663.500000 Penalty: 5172.981445
	Iteration 19Q: 3 clusters Score -4100664 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4100802.000000 Penalty: 5172.981445
	Iteration 20F: 3 clusters Score -4100802 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4100841.750000 Penalty: 5172.981445
	Iteration 21Q: 3 clusters Score -4100842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4100870.250000 Penalty: 5172.981445
	Iteration 22Q: 3 clusters Score -4100870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4100880.250000 Penalty: 5172.981445
	Iteration 23Q: 3 clusters Score -4100880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4100884.500000 Penalty: 5172.981445
	Iteration 24Q: 3 clusters Score -4100884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4100883.000000 Penalty: 5172.981445
	Iteration 25Q: 3 clusters Score -4100883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4100884.750000 Penalty: 5172.981445
	Iteration 26Q: 3 clusters Score -4100885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4100876.250000 Penalty: 5172.981445
	Iteration 27Q: 3 clusters Score -4100876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4100881.750000 Penalty: 5172.981445
	Iteration 28Q: 3 clusters Score -4100882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4100882.500000 Penalty: 5172.981445
	Iteration 29Q: 3 clusters Score -4100882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4100884.750000 Penalty: 5172.981445
	Iteration 30Q: 3 clusters Score -4100885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4100885.000000 Penalty: 5172.981445
	Iteration 31Q: 3 clusters Score -4100885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4100888.500000 Penalty: 5172.981445
	Iteration 32Q: 3 clusters Score -4100888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4100888.500000 Penalty: 5172.981445
	Iteration 33F: 3 clusters Score -4100888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 36489 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 3786 members 
Mstep: Class 31 contains 41419 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 6717 members 
Mstep: Class 34 contains 10963 members 
Mstep: Class 35 contains 90768 members 
Mstep: Class 36 contains 31714 members 
Mstep: Class 37 contains 5900 members 
Mstep: Class 38 contains 3086 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 3362 members 
Mstep: Class 41 contains 8554 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 3773 members 
Mstep: Class 44 contains 4527 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3396 members 
Mstep: Class 47 contains 3684 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 9421 members 
Mstep: Class 50 contains 1694 members 
Mstep: Class 51 contains 1391 members 
Mstep: Class 52 contains 12132 members 
Mstep: Class 53 contains 2538 members 
Mstep: Class 54 contains 4600 members 
Mstep: Class 55 contains 576 members 
Mstep: Class 56 contains 2029 members 
Mstep: Class 57 contains 16069 members 
Mstep: Class 58 contains 4104 members 
Mstep: Class 59 contains 4372 members 
Mstep: Class 60 contains 13298 members 
Mstep: Class 61 contains 37623 members 
Mstep: Class 62 contains 52168 members 
Mstep: Class 63 contains 87882 members 
Mstep: Class 64 contains 2126 members 
Entering Unmasked Estep 
Score: -154415120.000000 Penalty: 223603.953125
Splitting cluster 36 changes total score from -154315328.000000 to -154415120.000000
So it's getting split into cluster 64.
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 2637 members 
Mstep: Class 6 contains 10490 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 242757 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 66760 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 36489 members 
Mstep: Class 28 contains 2343 members 
Mstep: Class 29 contains 98278 members 
Mstep: Class 30 contains 3786 members 
Mstep: Class 31 contains 41419 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 6717 members 
Mstep: Class 34 contains 10963 members 
Mstep: Class 35 contains 90768 members 
Mstep: Class 36 contains 31714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154441248.000000 Penalty: 223603.953125
Iteration 79Q: 65 clusters Score -1.544412e+08 nChanged 35501
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 8292 members 
Mstep: Class 3 contains 12372 members 
Mstep: Class 4 contains 913 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 558 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 3452 members 
Mstep: Class 11 contains 242536 members 
Mstep: Class 12 contains 14254 members 
Mstep: Class 13 contains 5433 members 
Mstep: Class 14 contains 69154 members 
Mstep: Class 15 contains 5679 members 
Mstep: Class 16 contains 17757 members 
Mstep: Class 17 contains 150108 members 
Mstep: Class 18 contains 10328 members 
Mstep: Class 19 contains 2390 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 19743 members 
Mstep: Class 22 contains 10368 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 19887 members 
Mstep: Class 25 contains 855 members 
Mstep: Class 26 contains 4956 members 
Mstep: Class 27 contains 36383 members 
Mstep: Class 28 contains 2301 members 
Mstep: Class 29 contains 98723 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 41610 members 
Mstep: Class 32 contains 4328 members 
Mstep: Class 33 contains 7128 members 
Mstep: Class 34 contains 11467 members 
Mstep: Class 35 contains 93149 members 
Mstep: Class 36 contains 32426 members 
Mstep: Class 37 contains 5956 members 
Mstep: Class 38 contains 3070 members 
Mstep: Class 39 contains 719 members 
Mstep: Class 40 contains 3370 members 
Mstep: Class 41 contains 8429 members 
Mstep: Class 42 contains 1726 members 
Mstep: Class 43 contains 3742 members 
Mstep: Class 44 contains 4360 members 
Mstep: Class 45 contains 5284 members 
Mstep: Class 46 contains 3005 members 
Mstep: Class 47 contains 3900 members 
Mstep: Class 48 contains 6477 members 
Mstep: Class 49 contains 9040 members 
Mstep: Class 50 contains 1744 members 
Mstep: Class 51 contains 1264 members 
Mstep: Class 52 contains 11822 members 
Mstep: Class 53 contains 2442 members 
Mstep: Class 54 contains 4495 members 
Mstep: Class 55 contains 566 members 
Mstep: Class 56 contains 2062 members 
Mstep: Class 57 contains 15972 members 
Mstep: Class 58 contains 4029 members 
Mstep: Class 59 contains 4305 members 
Mstep: Class 60 contains 13010 members 
Mstep: Class 61 contains 36135 members 
Mstep: Class 62 contains 49144 members 
Mstep: Class 63 contains 84466 members 
Mstep: Class 64 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154468016.000000 Penalty: 223603.953125
Iteration 80F: 65 clusters Score -1.54468e+08 nChanged 28539
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 8188 members 
Mstep: Class 3 contains 12279 members 
Mstep: Class 4 contains 934 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 10718 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 3392 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 3403 members 
Mstep: Class 11 contains 240960 members 
Mstep: Class 12 contains 13934 members 
Mstep: Class 13 contains 5439 members 
Mstep: Class 14 contains 68920 members 
Mstep: Class 15 contains 5682 members 
Mstep: Class 16 contains 17480 members 
Mstep: Class 17 contains 148566 members 
Mstep: Class 18 contains 10427 members 
Mstep: Class 19 contains 2270 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 19451 members 
Mstep: Class 22 contains 10312 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 19434 members 
Mstep: Class 25 contains 873 members 
Mstep: Class 26 contains 5155 members 
Mstep: Class 27 contains 36242 members 
Mstep: Class 28 contains 2283 members 
Mstep: Class 29 contains 98287 members 
Mstep: Class 30 contains 4014 members 
Mstep: Class 31 contains 41122 members 
Mstep: Class 32 contains 4366 members 
Mstep: Class 33 contains 7335 members 
Mstep: Class 34 contains 11736 members 
Mstep: Class 35 contains 93614 members 
Mstep: Class 36 contains 32140 members 
Mstep: Class 37 contains 6761 members 
Mstep: Class 38 contains 3078 members 
Mstep: Class 39 contains 722 members 
Mstep: Class 40 contains 3415 members 
Mstep: Class 41 contains 8495 members 
Mstep: Class 42 contains 1840 members 
Mstep: Class 43 contains 3806 members 
Mstep: Class 44 contains 4362 members 
Mstep: Class 45 contains 5378 members 
Mstep: Class 46 contains 3152 members 
Mstep: Class 47 contains 4643 members 
Mstep: Class 48 contains 6602 members 
Mstep: Class 49 contains 9531 members 
Mstep: Class 50 contains 2192 members 
Mstep: Class 51 contains 1218 members 
Mstep: Class 52 contains 11799 members 
Mstep: Class 53 contains 2513 members 
Mstep: Class 54 contains 4674 members 
Mstep: Class 55 contains 622 members 
Mstep: Class 56 contains 2145 members 
Mstep: Class 57 contains 16202 members 
Mstep: Class 58 contains 4054 members 
Mstep: Class 59 contains 4327 members 
Mstep: Class 60 contains 13490 members 
Mstep: Class 61 contains 36676 members 
Mstep: Class 62 contains 48740 members 
Mstep: Class 63 contains 85646 members 
Mstep: Class 64 contains 2559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154478352.000000 Penalty: 223603.953125
Iteration 81Q: 65 clusters Score -1.544784e+08 nChanged 15369
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 12240 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 10692 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 3151 members 
Mstep: Class 9 contains 4921 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 239839 members 
Mstep: Class 12 contains 13722 members 
Mstep: Class 13 contains 5459 members 
Mstep: Class 14 contains 69528 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 17311 members 
Mstep: Class 17 contains 147500 members 
Mstep: Class 18 contains 10559 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 2272 members 
Mstep: Class 21 contains 19279 members 
Mstep: Class 22 contains 10349 members 
Mstep: Class 23 contains 2224 members 
Mstep: Class 24 contains 19083 members 
Mstep: Class 25 contains 878 members 
Mstep: Class 26 contains 5285 members 
Mstep: Class 27 contains 36198 members 
Mstep: Class 28 contains 2274 members 
Mstep: Class 29 contains 97897 members 
Mstep: Class 30 contains 4218 members 
Mstep: Class 31 contains 40844 members 
Mstep: Class 32 contains 4444 members 
Mstep: Class 33 contains 7557 members 
Mstep: Class 34 contains 11994 members 
Mstep: Class 35 contains 93891 members 
Mstep: Class 36 contains 32152 members 
Mstep: Class 37 contains 6984 members 
Mstep: Class 38 contains 3089 members 
Mstep: Class 39 contains 724 members 
Mstep: Class 40 contains 3418 members 
Mstep: Class 41 contains 8532 members 
Mstep: Class 42 contains 1913 members 
Mstep: Class 43 contains 3828 members 
Mstep: Class 44 contains 4358 members 
Mstep: Class 45 contains 5427 members 
Mstep: Class 46 contains 3245 members 
Mstep: Class 47 contains 5157 members 
Mstep: Class 48 contains 6661 members 
Mstep: Class 49 contains 9796 members 
Mstep: Class 50 contains 2404 members 
Mstep: Class 51 contains 1183 members 
Mstep: Class 52 contains 11765 members 
Mstep: Class 53 contains 2432 members 
Mstep: Class 54 contains 4773 members 
Mstep: Class 55 contains 643 members 
Mstep: Class 56 contains 2199 members 
Mstep: Class 57 contains 16314 members 
Mstep: Class 58 contains 4059 members 
Mstep: Class 59 contains 4319 members 
Mstep: Class 60 contains 13741 members 
Mstep: Class 61 contains 36860 members 
Mstep: Class 62 contains 48143 members 
Mstep: Class 63 contains 86328 members 
Mstep: Class 64 contains 2792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154483520.000000 Penalty: 223603.953125
Iteration 82Q: 65 clusters Score -1.544835e+08 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 62599 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 12230 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 10670 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 2940 members 
Mstep: Class 9 contains 4982 members 
Mstep: Class 10 contains 3351 members 
Mstep: Class 11 contains 238931 members 
Mstep: Class 12 contains 13564 members 
Mstep: Class 13 contains 5504 members 
Mstep: Class 14 contains 70186 members 
Mstep: Class 15 contains 5704 members 
Mstep: Class 16 contains 17197 members 
Mstep: Class 17 contains 146550 members 
Mstep: Class 18 contains 10706 members 
Mstep: Class 19 contains 2175 members 
Mstep: Class 20 contains 2241 members 
Mstep: Class 21 contains 19166 members 
Mstep: Class 22 contains 10336 members 
Mstep: Class 23 contains 2208 members 
Mstep: Class 24 contains 18804 members 
Mstep: Class 25 contains 887 members 
Mstep: Class 26 contains 5371 members 
Mstep: Class 27 contains 36182 members 
Mstep: Class 28 contains 2270 members 
Mstep: Class 29 contains 97563 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 40649 members 
Mstep: Class 32 contains 4499 members 
Mstep: Class 33 contains 7719 members 
Mstep: Class 34 contains 12245 members 
Mstep: Class 35 contains 94083 members 
Mstep: Class 36 contains 32180 members 
Mstep: Class 37 contains 7079 members 
Mstep: Class 38 contains 3101 members 
Mstep: Class 39 contains 720 members 
Mstep: Class 40 contains 3437 members 
Mstep: Class 41 contains 8568 members 
Mstep: Class 42 contains 1956 members 
Mstep: Class 43 contains 3830 members 
Mstep: Class 44 contains 4346 members 
Mstep: Class 45 contains 5441 members 
Mstep: Class 46 contains 3324 members 
Mstep: Class 47 contains 5590 members 
Mstep: Class 48 contains 6710 members 
Mstep: Class 49 contains 9962 members 
Mstep: Class 50 contains 2528 members 
Mstep: Class 51 contains 1160 members 
Mstep: Class 52 contains 11745 members 
Mstep: Class 53 contains 2394 members 
Mstep: Class 54 contains 4826 members 
Mstep: Class 55 contains 650 members 
Mstep: Class 56 contains 2243 members 
Mstep: Class 57 contains 16381 members 
Mstep: Class 58 contains 4059 members 
Mstep: Class 59 contains 4324 members 
Mstep: Class 60 contains 13914 members 
Mstep: Class 61 contains 36979 members 
Mstep: Class 62 contains 47667 members 
Mstep: Class 63 contains 86934 members 
Mstep: Class 64 contains 2959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154486496.000000 Penalty: 223603.953125
Iteration 83Q: 65 clusters Score -1.544865e+08 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 8113 members 
Mstep: Class 3 contains 12214 members 
Mstep: Class 4 contains 942 members 
Mstep: Class 5 contains 2622 members 
Mstep: Class 6 contains 10659 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 8 contains 2774 members 
Mstep: Class 9 contains 5038 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 238248 members 
Mstep: Class 12 contains 13444 members 
Mstep: Class 13 contains 5540 members 
Mstep: Class 14 contains 70760 members 
Mstep: Class 15 contains 5718 members 
Mstep: Class 16 contains 17137 members 
Mstep: Class 17 contains 145668 members 
Mstep: Class 18 contains 10841 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 2216 members 
Mstep: Class 21 contains 19079 members 
Mstep: Class 22 contains 10284 members 
Mstep: Class 23 contains 2155 members 
Mstep: Class 24 contains 18559 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 36153 members 
Mstep: Class 28 contains 2270 members 
Mstep: Class 29 contains 97245 members 
Mstep: Class 30 contains 4567 members 
Mstep: Class 31 contains 40541 members 
Mstep: Class 32 contains 4539 members 
Mstep: Class 33 contains 7868 members 
Mstep: Class 34 contains 12449 members 
Mstep: Class 35 contains 94185 members 
Mstep: Class 36 contains 32230 members 
Mstep: Class 37 contains 7163 members 
Mstep: Class 38 contains 3106 members 
Mstep: Class 39 contains 718 members 
Mstep: Class 40 contains 3462 members 
Mstep: Class 41 contains 8584 members 
Mstep: Class 42 contains 1992 members 
Mstep: Class 43 contains 3832 members 
Mstep: Class 44 contains 4320 members 
Mstep: Class 45 contains 5446 members 
Mstep: Class 46 contains 3405 members 
Mstep: Class 47 contains 5983 members 
Mstep: Class 48 contains 6744 members 
Mstep: Class 49 contains 10088 members 
Mstep: Class 50 contains 2618 members 
Mstep: Class 51 contains 1148 members 
Mstep: Class 52 contains 11721 members 
Mstep: Class 53 contains 2359 members 
Mstep: Class 54 contains 4859 members 
Mstep: Class 55 contains 652 members 
Mstep: Class 56 contains 2283 members 
Mstep: Class 57 contains 16429 members 
Mstep: Class 58 contains 4060 members 
Mstep: Class 59 contains 4336 members 
Mstep: Class 60 contains 14045 members 
Mstep: Class 61 contains 37048 members 
Mstep: Class 62 contains 47273 members 
Mstep: Class 63 contains 87519 members 
Mstep: Class 64 contains 3081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154487648.000000 Penalty: 223603.953125
Iteration 84Q: 65 clusters Score -1.544876e+08 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 8090 members 
Mstep: Class 3 contains 12191 members 
Mstep: Class 4 contains 946 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 10667 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 5073 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 237728 members 
Mstep: Class 12 contains 13339 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 14 contains 71322 members 
Mstep: Class 15 contains 5715 members 
Mstep: Class 16 contains 17071 members 
Mstep: Class 17 contains 144912 members 
Mstep: Class 18 contains 11004 members 
Mstep: Class 19 contains 2126 members 
Mstep: Class 20 contains 2201 members 
Mstep: Class 21 contains 18997 members 
Mstep: Class 22 contains 10180 members 
Mstep: Class 23 contains 2100 members 
Mstep: Class 24 contains 18315 members 
Mstep: Class 25 contains 903 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 36126 members 
Mstep: Class 28 contains 2270 members 
Mstep: Class 29 contains 96933 members 
Mstep: Class 30 contains 4668 members 
Mstep: Class 31 contains 40516 members 
Mstep: Class 32 contains 4581 members 
Mstep: Class 33 contains 8023 members 
Mstep: Class 34 contains 12628 members 
Mstep: Class 35 contains 94263 members 
Mstep: Class 36 contains 32287 members 
Mstep: Class 37 contains 7188 members 
Mstep: Class 38 contains 3118 members 
Mstep: Class 39 contains 718 members 
Mstep: Class 40 contains 3486 members 
Mstep: Class 41 contains 8598 members 
Mstep: Class 42 contains 2025 members 
Mstep: Class 43 contains 3839 members 
Mstep: Class 44 contains 4298 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 3472 members 
Mstep: Class 47 contains 6317 members 
Mstep: Class 48 contains 6777 members 
Mstep: Class 49 contains 10180 members 
Mstep: Class 50 contains 2685 members 
Mstep: Class 51 contains 1134 members 
Mstep: Class 52 contains 11691 members 
Mstep: Class 53 contains 2330 members 
Mstep: Class 54 contains 4876 members 
Mstep: Class 55 contains 649 members 
Mstep: Class 56 contains 2315 members 
Mstep: Class 57 contains 16475 members 
Mstep: Class 58 contains 4062 members 
Mstep: Class 59 contains 4351 members 
Mstep: Class 60 contains 14126 members 
Mstep: Class 61 contains 37120 members 
Mstep: Class 62 contains 46955 members 
Mstep: Class 63 contains 87999 members 
Mstep: Class 64 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154489440.000000 Penalty: 223603.953125
Iteration 85Q: 65 clusters Score -1.544894e+08 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 8059 members 
Mstep: Class 3 contains 12178 members 
Mstep: Class 4 contains 948 members 
Mstep: Class 5 contains 2734 members 
Mstep: Class 6 contains 10679 members 
Mstep: Class 7 contains 569 members 
Mstep: Class 8 contains 2632 members 
Mstep: Class 9 contains 5106 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 11 contains 237282 members 
Mstep: Class 12 contains 13243 members 
Mstep: Class 13 contains 5570 members 
Mstep: Class 14 contains 71855 members 
Mstep: Class 15 contains 5721 members 
Mstep: Class 16 contains 17014 members 
Mstep: Class 17 contains 144186 members 
Mstep: Class 18 contains 11164 members 
Mstep: Class 19 contains 2117 members 
Mstep: Class 20 contains 2199 members 
Mstep: Class 21 contains 18927 members 
Mstep: Class 22 contains 10067 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 903 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 36101 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 96690 members 
Mstep: Class 30 contains 4725 members 
Mstep: Class 31 contains 40532 members 
Mstep: Class 32 contains 4652 members 
Mstep: Class 33 contains 8165 members 
Mstep: Class 34 contains 12796 members 
Mstep: Class 35 contains 94355 members 
Mstep: Class 36 contains 32313 members 
Mstep: Class 37 contains 7198 members 
Mstep: Class 38 contains 3118 members 
Mstep: Class 39 contains 716 members 
Mstep: Class 40 contains 3507 members 
Mstep: Class 41 contains 8609 members 
Mstep: Class 42 contains 2057 members 
Mstep: Class 43 contains 3849 members 
Mstep: Class 44 contains 4255 members 
Mstep: Class 45 contains 5470 members 
Mstep: Class 46 contains 3515 members 
Mstep: Class 47 contains 6612 members 
Mstep: Class 48 contains 6803 members 
Mstep: Class 49 contains 10241 members 
Mstep: Class 50 contains 2735 members 
Mstep: Class 51 contains 1131 members 
Mstep: Class 52 contains 11665 members 
Mstep: Class 53 contains 2310 members 
Mstep: Class 54 contains 4875 members 
Mstep: Class 55 contains 646 members 
Mstep: Class 56 contains 2339 members 
Mstep: Class 57 contains 16508 members 
Mstep: Class 58 contains 4058 members 
Mstep: Class 59 contains 4365 members 
Mstep: Class 60 contains 14183 members 
Mstep: Class 61 contains 37098 members 
Mstep: Class 62 contains 46714 members 
Mstep: Class 63 contains 88447 members 
Mstep: Class 64 contains 3235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154491424.000000 Penalty: 223603.953125
Iteration 86Q: 65 clusters Score -1.544914e+08 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 8009 members 
Mstep: Class 3 contains 12171 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 10686 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 5141 members 
Mstep: Class 10 contains 3334 members 
Mstep: Class 11 contains 236900 members 
Mstep: Class 12 contains 13148 members 
Mstep: Class 13 contains 5574 members 
Mstep: Class 14 contains 72362 members 
Mstep: Class 15 contains 5727 members 
Mstep: Class 16 contains 16968 members 
Mstep: Class 17 contains 143508 members 
Mstep: Class 18 contains 11282 members 
Mstep: Class 19 contains 2113 members 
Mstep: Class 20 contains 2198 members 
Mstep: Class 21 contains 18856 members 
Mstep: Class 22 contains 9984 members 
Mstep: Class 23 contains 1950 members 
Mstep: Class 24 contains 17967 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 36095 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 96450 members 
Mstep: Class 30 contains 4733 members 
Mstep: Class 31 contains 40521 members 
Mstep: Class 32 contains 4678 members 
Mstep: Class 33 contains 8291 members 
Mstep: Class 34 contains 12946 members 
Mstep: Class 35 contains 94428 members 
Mstep: Class 36 contains 32329 members 
Mstep: Class 37 contains 7197 members 
Mstep: Class 38 contains 3131 members 
Mstep: Class 39 contains 713 members 
Mstep: Class 40 contains 3522 members 
Mstep: Class 41 contains 8620 members 
Mstep: Class 42 contains 2087 members 
Mstep: Class 43 contains 3863 members 
Mstep: Class 44 contains 4193 members 
Mstep: Class 45 contains 5477 members 
Mstep: Class 46 contains 3566 members 
Mstep: Class 47 contains 6906 members 
Mstep: Class 48 contains 6833 members 
Mstep: Class 49 contains 10285 members 
Mstep: Class 50 contains 2777 members 
Mstep: Class 51 contains 1127 members 
Mstep: Class 52 contains 11641 members 
Mstep: Class 53 contains 2295 members 
Mstep: Class 54 contains 4882 members 
Mstep: Class 55 contains 646 members 
Mstep: Class 56 contains 2357 members 
Mstep: Class 57 contains 16530 members 
Mstep: Class 58 contains 4055 members 
Mstep: Class 59 contains 4383 members 
Mstep: Class 60 contains 14230 members 
Mstep: Class 61 contains 37065 members 
Mstep: Class 62 contains 46505 members 
Mstep: Class 63 contains 88864 members 
Mstep: Class 64 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154492560.000000 Penalty: 223603.953125
Iteration 87Q: 65 clusters Score -1.544926e+08 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61865 members 
Mstep: Class 2 contains 7960 members 
Mstep: Class 3 contains 12153 members 
Mstep: Class 4 contains 954 members 
Mstep: Class 5 contains 2864 members 
Mstep: Class 6 contains 10699 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 10 contains 3330 members 
Mstep: Class 11 contains 236566 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 5575 members 
Mstep: Class 14 contains 72808 members 
Mstep: Class 15 contains 5733 members 
Mstep: Class 16 contains 16940 members 
Mstep: Class 17 contains 142886 members 
Mstep: Class 18 contains 11381 members 
Mstep: Class 19 contains 2104 members 
Mstep: Class 20 contains 2198 members 
Mstep: Class 21 contains 18789 members 
Mstep: Class 22 contains 9900 members 
Mstep: Class 23 contains 1887 members 
Mstep: Class 24 contains 17798 members 
Mstep: Class 25 contains 908 members 
Mstep: Class 26 contains 5646 members 
Mstep: Class 27 contains 36074 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 96228 members 
Mstep: Class 30 contains 4722 members 
Mstep: Class 31 contains 40554 members 
Mstep: Class 32 contains 4725 members 
Mstep: Class 33 contains 8414 members 
Mstep: Class 34 contains 13077 members 
Mstep: Class 35 contains 94461 members 
Mstep: Class 36 contains 32342 members 
Mstep: Class 37 contains 7186 members 
Mstep: Class 38 contains 3138 members 
Mstep: Class 39 contains 710 members 
Mstep: Class 40 contains 3536 members 
Mstep: Class 41 contains 8627 members 
Mstep: Class 42 contains 2131 members 
Mstep: Class 43 contains 3890 members 
Mstep: Class 44 contains 4140 members 
Mstep: Class 45 contains 5483 members 
Mstep: Class 46 contains 3611 members 
Mstep: Class 47 contains 7202 members 
Mstep: Class 48 contains 6868 members 
Mstep: Class 49 contains 10328 members 
Mstep: Class 50 contains 2821 members 
Mstep: Class 51 contains 1118 members 
Mstep: Class 52 contains 11612 members 
Mstep: Class 53 contains 2285 members 
Mstep: Class 54 contains 4868 members 
Mstep: Class 55 contains 644 members 
Mstep: Class 56 contains 2364 members 
Mstep: Class 57 contains 16554 members 
Mstep: Class 58 contains 4053 members 
Mstep: Class 59 contains 4404 members 
Mstep: Class 60 contains 14261 members 
Mstep: Class 61 contains 37008 members 
Mstep: Class 62 contains 46324 members 
Mstep: Class 63 contains 89294 members 
Mstep: Class 64 contains 3364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154493280.000000 Penalty: 223603.953125
Iteration 88Q: 65 clusters Score -1.544933e+08 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 7910 members 
Mstep: Class 3 contains 12143 members 
Mstep: Class 4 contains 955 members 
Mstep: Class 5 contains 2924 members 
Mstep: Class 6 contains 10713 members 
Mstep: Class 7 contains 594 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 5191 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 236306 members 
Mstep: Class 12 contains 12991 members 
Mstep: Class 13 contains 5579 members 
Mstep: Class 14 contains 73195 members 
Mstep: Class 15 contains 5746 members 
Mstep: Class 16 contains 16923 members 
Mstep: Class 17 contains 142316 members 
Mstep: Class 18 contains 11476 members 
Mstep: Class 19 contains 2091 members 
Mstep: Class 20 contains 2198 members 
Mstep: Class 21 contains 18735 members 
Mstep: Class 22 contains 9814 members 
Mstep: Class 23 contains 1827 members 
Mstep: Class 24 contains 17654 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 5687 members 
Mstep: Class 27 contains 36054 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 96077 members 
Mstep: Class 30 contains 4710 members 
Mstep: Class 31 contains 40591 members 
Mstep: Class 32 contains 4757 members 
Mstep: Class 33 contains 8545 members 
Mstep: Class 34 contains 13213 members 
Mstep: Class 35 contains 94500 members 
Mstep: Class 36 contains 32369 members 
Mstep: Class 37 contains 7166 members 
Mstep: Class 38 contains 3140 members 
Mstep: Class 39 contains 709 members 
Mstep: Class 40 contains 3542 members 
Mstep: Class 41 contains 8627 members 
Mstep: Class 42 contains 2178 members 
Mstep: Class 43 contains 3909 members 
Mstep: Class 44 contains 4097 members 
Mstep: Class 45 contains 5487 members 
Mstep: Class 46 contains 3649 members 
Mstep: Class 47 contains 7487 members 
Mstep: Class 48 contains 6891 members 
Mstep: Class 49 contains 10361 members 
Mstep: Class 50 contains 2842 members 
Mstep: Class 51 contains 1108 members 
Mstep: Class 52 contains 11581 members 
Mstep: Class 53 contains 2269 members 
Mstep: Class 54 contains 4863 members 
Mstep: Class 55 contains 642 members 
Mstep: Class 56 contains 2380 members 
Mstep: Class 57 contains 16578 members 
Mstep: Class 58 contains 4052 members 
Mstep: Class 59 contains 4420 members 
Mstep: Class 60 contains 14270 members 
Mstep: Class 61 contains 36938 members 
Mstep: Class 62 contains 46152 members 
Mstep: Class 63 contains 89636 members 
Mstep: Class 64 contains 3405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154494000.000000 Penalty: 223603.953125
Iteration 89Q: 65 clusters Score -1.54494e+08 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 7846 members 
Mstep: Class 3 contains 12133 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 2972 members 
Mstep: Class 6 contains 10708 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 2691 members 
Mstep: Class 9 contains 5209 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 236093 members 
Mstep: Class 12 contains 12917 members 
Mstep: Class 13 contains 5580 members 
Mstep: Class 14 contains 73586 members 
Mstep: Class 15 contains 5756 members 
Mstep: Class 16 contains 16896 members 
Mstep: Class 17 contains 141791 members 
Mstep: Class 18 contains 11578 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 2198 members 
Mstep: Class 21 contains 18687 members 
Mstep: Class 22 contains 9736 members 
Mstep: Class 23 contains 1770 members 
Mstep: Class 24 contains 17538 members 
Mstep: Class 25 contains 928 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 36049 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 95916 members 
Mstep: Class 30 contains 4703 members 
Mstep: Class 31 contains 40633 members 
Mstep: Class 32 contains 4780 members 
Mstep: Class 33 contains 8694 members 
Mstep: Class 34 contains 13340 members 
Mstep: Class 35 contains 94521 members 
Mstep: Class 36 contains 32380 members 
Mstep: Class 37 contains 7166 members 
Mstep: Class 38 contains 3139 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 3549 members 
Mstep: Class 41 contains 8627 members 
Mstep: Class 42 contains 2232 members 
Mstep: Class 43 contains 3921 members 
Mstep: Class 44 contains 4074 members 
Mstep: Class 45 contains 5490 members 
Mstep: Class 46 contains 3674 members 
Mstep: Class 47 contains 7760 members 
Mstep: Class 48 contains 6911 members 
Mstep: Class 49 contains 10392 members 
Mstep: Class 50 contains 2858 members 
Mstep: Class 51 contains 1100 members 
Mstep: Class 52 contains 11536 members 
Mstep: Class 53 contains 2257 members 
Mstep: Class 54 contains 4869 members 
Mstep: Class 55 contains 642 members 
Mstep: Class 56 contains 2385 members 
Mstep: Class 57 contains 16598 members 
Mstep: Class 58 contains 4052 members 
Mstep: Class 59 contains 4427 members 
Mstep: Class 60 contains 14297 members 
Mstep: Class 61 contains 36857 members 
Mstep: Class 62 contains 45986 members 
Mstep: Class 63 contains 89940 members 
Mstep: Class 64 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154494256.000000 Penalty: 223603.953125
Iteration 90Q: 65 clusters Score -1.544943e+08 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 12123 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 2995 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 5225 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 235927 members 
Mstep: Class 12 contains 12855 members 
Mstep: Class 13 contains 5582 members 
Mstep: Class 14 contains 73864 members 
Mstep: Class 15 contains 5770 members 
Mstep: Class 16 contains 16871 members 
Mstep: Class 17 contains 141327 members 
Mstep: Class 18 contains 11668 members 
Mstep: Class 19 contains 2071 members 
Mstep: Class 20 contains 2198 members 
Mstep: Class 21 contains 18628 members 
Mstep: Class 22 contains 9661 members 
Mstep: Class 23 contains 1726 members 
Mstep: Class 24 contains 17446 members 
Mstep: Class 25 contains 946 members 
Mstep: Class 26 contains 5766 members 
Mstep: Class 27 contains 36040 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 95772 members 
Mstep: Class 30 contains 4696 members 
Mstep: Class 31 contains 40658 members 
Mstep: Class 32 contains 4819 members 
Mstep: Class 33 contains 8850 members 
Mstep: Class 34 contains 13479 members 
Mstep: Class 35 contains 94548 members 
Mstep: Class 36 contains 32378 members 
Mstep: Class 37 contains 7169 members 
Mstep: Class 38 contains 3135 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 3560 members 
Mstep: Class 41 contains 8632 members 
Mstep: Class 42 contains 2279 members 
Mstep: Class 43 contains 3932 members 
Mstep: Class 44 contains 4053 members 
Mstep: Class 45 contains 5499 members 
Mstep: Class 46 contains 3709 members 
Mstep: Class 47 contains 8000 members 
Mstep: Class 48 contains 6920 members 
Mstep: Class 49 contains 10421 members 
Mstep: Class 50 contains 2873 members 
Mstep: Class 51 contains 1097 members 
Mstep: Class 52 contains 11501 members 
Mstep: Class 53 contains 2259 members 
Mstep: Class 54 contains 4875 members 
Mstep: Class 55 contains 650 members 
Mstep: Class 56 contains 2390 members 
Mstep: Class 57 contains 16606 members 
Mstep: Class 58 contains 4052 members 
Mstep: Class 59 contains 4434 members 
Mstep: Class 60 contains 14312 members 
Mstep: Class 61 contains 36789 members 
Mstep: Class 62 contains 45812 members 
Mstep: Class 63 contains 90215 members 
Mstep: Class 64 contains 3469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154494960.000000 Penalty: 223603.953125
Iteration 91Q: 65 clusters Score -1.54495e+08 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 7745 members 
Mstep: Class 3 contains 12116 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 10711 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 2690 members 
Mstep: Class 9 contains 5232 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 235801 members 
Mstep: Class 12 contains 12812 members 
Mstep: Class 13 contains 5578 members 
Mstep: Class 14 contains 74088 members 
Mstep: Class 15 contains 5778 members 
Mstep: Class 16 contains 16854 members 
Mstep: Class 17 contains 140920 members 
Mstep: Class 18 contains 11766 members 
Mstep: Class 19 contains 2062 members 
Mstep: Class 20 contains 2192 members 
Mstep: Class 21 contains 18576 members 
Mstep: Class 22 contains 9591 members 
Mstep: Class 23 contains 1691 members 
Mstep: Class 24 contains 17349 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 5787 members 
Mstep: Class 27 contains 36036 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 95665 members 
Mstep: Class 30 contains 4687 members 
Mstep: Class 31 contains 40700 members 
Mstep: Class 32 contains 4855 members 
Mstep: Class 33 contains 9017 members 
Mstep: Class 34 contains 13597 members 
Mstep: Class 35 contains 94581 members 
Mstep: Class 36 contains 32377 members 
Mstep: Class 37 contains 7169 members 
Mstep: Class 38 contains 3125 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 3567 members 
Mstep: Class 41 contains 8639 members 
Mstep: Class 42 contains 2320 members 
Mstep: Class 43 contains 3948 members 
Mstep: Class 44 contains 4041 members 
Mstep: Class 45 contains 5511 members 
Mstep: Class 46 contains 3731 members 
Mstep: Class 47 contains 8196 members 
Mstep: Class 48 contains 6943 members 
Mstep: Class 49 contains 10447 members 
Mstep: Class 50 contains 2886 members 
Mstep: Class 51 contains 1093 members 
Mstep: Class 52 contains 11478 members 
Mstep: Class 53 contains 2260 members 
Mstep: Class 54 contains 4880 members 
Mstep: Class 55 contains 654 members 
Mstep: Class 56 contains 2392 members 
Mstep: Class 57 contains 16620 members 
Mstep: Class 58 contains 4052 members 
Mstep: Class 59 contains 4445 members 
Mstep: Class 60 contains 14319 members 
Mstep: Class 61 contains 36696 members 
Mstep: Class 62 contains 45640 members 
Mstep: Class 63 contains 90456 members 
Mstep: Class 64 contains 3495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154494528.000000 Penalty: 223603.953125
Iteration 92Q: 65 clusters Score -1.544945e+08 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61341 members 
Mstep: Class 2 contains 7724 members 
Mstep: Class 3 contains 12113 members 
Mstep: Class 4 contains 955 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 10707 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 2684 members 
Mstep: Class 9 contains 5237 members 
Mstep: Class 10 contains 3321 members 
Mstep: Class 11 contains 235682 members 
Mstep: Class 12 contains 12780 members 
Mstep: Class 13 contains 5575 members 
Mstep: Class 14 contains 74369 members 
Mstep: Class 15 contains 5795 members 
Mstep: Class 16 contains 16830 members 
Mstep: Class 17 contains 140553 members 
Mstep: Class 18 contains 11854 members 
Mstep: Class 19 contains 2053 members 
Mstep: Class 20 contains 2187 members 
Mstep: Class 21 contains 18514 members 
Mstep: Class 22 contains 9539 members 
Mstep: Class 23 contains 1671 members 
Mstep: Class 24 contains 17259 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 5807 members 
Mstep: Class 27 contains 36034 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 95544 members 
Mstep: Class 30 contains 4680 members 
Mstep: Class 31 contains 40723 members 
Mstep: Class 32 contains 4872 members 
Mstep: Class 33 contains 9175 members 
Mstep: Class 34 contains 13720 members 
Mstep: Class 35 contains 94612 members 
Mstep: Class 36 contains 32400 members 
Mstep: Class 37 contains 7171 members 
Mstep: Class 38 contains 3118 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 3580 members 
Mstep: Class 41 contains 8647 members 
Mstep: Class 42 contains 2349 members 
Mstep: Class 43 contains 3964 members 
Mstep: Class 44 contains 4030 members 
Mstep: Class 45 contains 5517 members 
Mstep: Class 46 contains 3757 members 
Mstep: Class 47 contains 8361 members 
Mstep: Class 48 contains 6969 members 
Mstep: Class 49 contains 10478 members 
Mstep: Class 50 contains 2899 members 
Mstep: Class 51 contains 1092 members 
Mstep: Class 52 contains 11463 members 
Mstep: Class 53 contains 2254 members 
Mstep: Class 54 contains 4882 members 
Mstep: Class 55 contains 654 members 
Mstep: Class 56 contains 2395 members 
Mstep: Class 57 contains 16627 members 
Mstep: Class 58 contains 4052 members 
Mstep: Class 59 contains 4456 members 
Mstep: Class 60 contains 14326 members 
Mstep: Class 61 contains 36591 members 
Mstep: Class 62 contains 45470 members 
Mstep: Class 63 contains 90641 members 
Mstep: Class 64 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154494576.000000 Penalty: 223603.953125
Iteration 93Q: 65 clusters Score -1.544946e+08 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61226 members 
Mstep: Class 2 contains 7701 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 955 members 
Mstep: Class 5 contains 3036 members 
Mstep: Class 6 contains 10716 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 2687 members 
Mstep: Class 9 contains 5245 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 235559 members 
Mstep: Class 12 contains 12750 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 14 contains 74598 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 16810 members 
Mstep: Class 17 contains 140228 members 
Mstep: Class 18 contains 11933 members 
Mstep: Class 19 contains 2045 members 
Mstep: Class 20 contains 2186 members 
Mstep: Class 21 contains 18467 members 
Mstep: Class 22 contains 9468 members 
Mstep: Class 23 contains 1656 members 
Mstep: Class 24 contains 17197 members 
Mstep: Class 25 contains 963 members 
Mstep: Class 26 contains 5822 members 
Mstep: Class 27 contains 36028 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 95457 members 
Mstep: Class 30 contains 4669 members 
Mstep: Class 31 contains 40723 members 
Mstep: Class 32 contains 4895 members 
Mstep: Class 33 contains 9345 members 
Mstep: Class 34 contains 13864 members 
Mstep: Class 35 contains 94638 members 
Mstep: Class 36 contains 32410 members 
Mstep: Class 37 contains 7172 members 
Mstep: Class 38 contains 3116 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 3588 members 
Mstep: Class 41 contains 8651 members 
Mstep: Class 42 contains 2373 members 
Mstep: Class 43 contains 3977 members 
Mstep: Class 44 contains 4011 members 
Mstep: Class 45 contains 5531 members 
Mstep: Class 46 contains 3785 members 
Mstep: Class 47 contains 8508 members 
Mstep: Class 48 contains 6978 members 
Mstep: Class 49 contains 10520 members 
Mstep: Class 50 contains 2911 members 
Mstep: Class 51 contains 1091 members 
Mstep: Class 52 contains 11453 members 
Mstep: Class 53 contains 2255 members 
Mstep: Class 54 contains 4876 members 
Mstep: Class 55 contains 653 members 
Mstep: Class 56 contains 2398 members 
Mstep: Class 57 contains 16634 members 
Mstep: Class 58 contains 4052 members 
Mstep: Class 59 contains 4467 members 
Mstep: Class 60 contains 14338 members 
Mstep: Class 61 contains 36493 members 
Mstep: Class 62 contains 45293 members 
Mstep: Class 63 contains 90806 members 
Mstep: Class 64 contains 3540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154494992.000000 Penalty: 223603.953125
Iteration 94Q: 65 clusters Score -1.54495e+08 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 7687 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 955 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 10727 members 
Mstep: Class 7 contains 600 members 
Mstep: Class 8 contains 2685 members 
Mstep: Class 9 contains 5252 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 235477 members 
Mstep: Class 12 contains 12727 members 
Mstep: Class 13 contains 5568 members 
Mstep: Class 14 contains 74766 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 16794 members 
Mstep: Class 17 contains 139940 members 
Mstep: Class 18 contains 12033 members 
Mstep: Class 19 contains 2037 members 
Mstep: Class 20 contains 2180 members 
Mstep: Class 21 contains 18426 members 
Mstep: Class 22 contains 9408 members 
Mstep: Class 23 contains 1648 members 
Mstep: Class 24 contains 17125 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 5831 members 
Mstep: Class 27 contains 36022 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 95394 members 
Mstep: Class 30 contains 4659 members 
Mstep: Class 31 contains 40763 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 9515 members 
Mstep: Class 34 contains 13992 members 
Mstep: Class 35 contains 94690 members 
Mstep: Class 36 contains 32407 members 
Mstep: Class 37 contains 7169 members 
Mstep: Class 38 contains 3116 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 3592 members 
Mstep: Class 41 contains 8655 members 
Mstep: Class 42 contains 2389 members 
Mstep: Class 43 contains 3992 members 
Mstep: Class 44 contains 4000 members 
Mstep: Class 45 contains 5537 members 
Mstep: Class 46 contains 3807 members 
Mstep: Class 47 contains 8621 members 
Mstep: Class 48 contains 6995 members 
Mstep: Class 49 contains 10560 members 
Mstep: Class 50 contains 2927 members 
Mstep: Class 51 contains 1091 members 
Mstep: Class 52 contains 11444 members 
Mstep: Class 53 contains 2256 members 
Mstep: Class 54 contains 4870 members 
Mstep: Class 55 contains 648 members 
Mstep: Class 56 contains 2401 members 
Mstep: Class 57 contains 16642 members 
Mstep: Class 58 contains 4052 members 
Mstep: Class 59 contains 4478 members 
Mstep: Class 60 contains 14341 members 
Mstep: Class 61 contains 36362 members 
Mstep: Class 62 contains 45115 members 
Mstep: Class 63 contains 90954 members 
Mstep: Class 64 contains 3559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154495520.000000 Penalty: 223603.953125
Iteration 95Q: 65 clusters Score -1.544955e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 7681 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 955 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 10731 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 5258 members 
Mstep: Class 10 contains 3317 members 
Mstep: Class 11 contains 235420 members 
Mstep: Class 12 contains 12705 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 14 contains 74901 members 
Mstep: Class 15 contains 5830 members 
Mstep: Class 16 contains 16782 members 
Mstep: Class 17 contains 139688 members 
Mstep: Class 18 contains 12120 members 
Mstep: Class 19 contains 2032 members 
Mstep: Class 20 contains 2172 members 
Mstep: Class 21 contains 18388 members 
Mstep: Class 22 contains 9360 members 
Mstep: Class 23 contains 1644 members 
Mstep: Class 24 contains 17071 members 
Mstep: Class 25 contains 976 members 
Mstep: Class 26 contains 5842 members 
Mstep: Class 27 contains 36026 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 95328 members 
Mstep: Class 30 contains 4655 members 
Mstep: Class 31 contains 40788 members 
Mstep: Class 32 contains 4909 members 
Mstep: Class 33 contains 9706 members 
Mstep: Class 34 contains 14113 members 
Mstep: Class 35 contains 94742 members 
Mstep: Class 36 contains 32407 members 
Mstep: Class 37 contains 7170 members 
Mstep: Class 38 contains 3112 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 3596 members 
Mstep: Class 41 contains 8657 members 
Mstep: Class 42 contains 2400 members 
Mstep: Class 43 contains 4005 members 
Mstep: Class 44 contains 3990 members 
Mstep: Class 45 contains 5547 members 
Mstep: Class 46 contains 3826 members 
Mstep: Class 47 contains 8720 members 
Mstep: Class 48 contains 7010 members 
Mstep: Class 49 contains 10588 members 
Mstep: Class 50 contains 2936 members 
Mstep: Class 51 contains 1092 members 
Mstep: Class 52 contains 11429 members 
Mstep: Class 53 contains 2261 members 
Mstep: Class 54 contains 4859 members 
Mstep: Class 55 contains 645 members 
Mstep: Class 56 contains 2402 members 
Mstep: Class 57 contains 16647 members 
Mstep: Class 58 contains 4052 members 
Mstep: Class 59 contains 4484 members 
Mstep: Class 60 contains 14343 members 
Mstep: Class 61 contains 36212 members 
Mstep: Class 62 contains 44942 members 
Mstep: Class 63 contains 91091 members 
Mstep: Class 64 contains 3580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154495568.000000 Penalty: 223603.953125
Iteration 96Q: 65 clusters Score -1.544956e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 7669 members 
Mstep: Class 3 contains 12085 members 
Mstep: Class 4 contains 955 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 10736 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 5258 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 235371 members 
Mstep: Class 12 contains 12691 members 
Mstep: Class 13 contains 5571 members 
Mstep: Class 14 contains 75033 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 16767 members 
Mstep: Class 17 contains 139459 members 
Mstep: Class 18 contains 12199 members 
Mstep: Class 19 contains 2031 members 
Mstep: Class 20 contains 2163 members 
Mstep: Class 21 contains 18354 members 
Mstep: Class 22 contains 9322 members 
Mstep: Class 23 contains 1640 members 
Mstep: Class 24 contains 17018 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 5850 members 
Mstep: Class 27 contains 36023 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 95258 members 
Mstep: Class 30 contains 4654 members 
Mstep: Class 31 contains 40801 members 
Mstep: Class 32 contains 4913 members 
Mstep: Class 33 contains 9922 members 
Mstep: Class 34 contains 14218 members 
Mstep: Class 35 contains 94804 members 
Mstep: Class 36 contains 32409 members 
Mstep: Class 37 contains 7161 members 
Mstep: Class 38 contains 3112 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 3597 members 
Mstep: Class 41 contains 8660 members 
Mstep: Class 42 contains 2412 members 
Mstep: Class 43 contains 4020 members 
Mstep: Class 44 contains 3983 members 
Mstep: Class 45 contains 5553 members 
Mstep: Class 46 contains 3841 members 
Mstep: Class 47 contains 8814 members 
Mstep: Class 48 contains 7029 members 
Mstep: Class 49 contains 10629 members 
Mstep: Class 50 contains 2946 members 
Mstep: Class 51 contains 1096 members 
Mstep: Class 52 contains 11418 members 
Mstep: Class 53 contains 2262 members 
Mstep: Class 54 contains 4849 members 
Mstep: Class 55 contains 643 members 
Mstep: Class 56 contains 2405 members 
Mstep: Class 57 contains 16654 members 
Mstep: Class 58 contains 4051 members 
Mstep: Class 59 contains 4485 members 
Mstep: Class 60 contains 14348 members 
Mstep: Class 61 contains 36034 members 
Mstep: Class 62 contains 44780 members 
Mstep: Class 63 contains 91219 members 
Mstep: Class 64 contains 3587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154495952.000000 Penalty: 223603.953125
Iteration 97Q: 65 clusters Score -1.54496e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 7666 members 
Mstep: Class 3 contains 12071 members 
Mstep: Class 4 contains 955 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 10733 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 5258 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 235326 members 
Mstep: Class 12 contains 12675 members 
Mstep: Class 13 contains 5572 members 
Mstep: Class 14 contains 75150 members 
Mstep: Class 15 contains 5844 members 
Mstep: Class 16 contains 16748 members 
Mstep: Class 17 contains 139261 members 
Mstep: Class 18 contains 12258 members 
Mstep: Class 19 contains 2019 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 18320 members 
Mstep: Class 22 contains 9296 members 
Mstep: Class 23 contains 1638 members 
Mstep: Class 24 contains 16982 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 5861 members 
Mstep: Class 27 contains 36022 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 95192 members 
Mstep: Class 30 contains 4653 members 
Mstep: Class 31 contains 40824 members 
Mstep: Class 32 contains 4917 members 
Mstep: Class 33 contains 10146 members 
Mstep: Class 34 contains 14327 members 
Mstep: Class 35 contains 94851 members 
Mstep: Class 36 contains 32418 members 
Mstep: Class 37 contains 7163 members 
Mstep: Class 38 contains 3110 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 3598 members 
Mstep: Class 41 contains 8660 members 
Mstep: Class 42 contains 2415 members 
Mstep: Class 43 contains 4030 members 
Mstep: Class 44 contains 3978 members 
Mstep: Class 45 contains 5555 members 
Mstep: Class 46 contains 3860 members 
Mstep: Class 47 contains 8897 members 
Mstep: Class 48 contains 7051 members 
Mstep: Class 49 contains 10661 members 
Mstep: Class 50 contains 2952 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 11408 members 
Mstep: Class 53 contains 2262 members 
Mstep: Class 54 contains 4845 members 
Mstep: Class 55 contains 640 members 
Mstep: Class 56 contains 2409 members 
Mstep: Class 57 contains 16659 members 
Mstep: Class 58 contains 4051 members 
Mstep: Class 59 contains 4486 members 
Mstep: Class 60 contains 14351 members 
Mstep: Class 61 contains 35855 members 
Mstep: Class 62 contains 44625 members 
Mstep: Class 63 contains 91328 members 
Mstep: Class 64 contains 3592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154496272.000000 Penalty: 223603.953125
Iteration 98Q: 65 clusters Score -1.544963e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 7665 members 
Mstep: Class 3 contains 12062 members 
Mstep: Class 4 contains 955 members 
Mstep: Class 5 contains 3077 members 
Mstep: Class 6 contains 10741 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 235276 members 
Mstep: Class 12 contains 12660 members 
Mstep: Class 13 contains 5570 members 
Mstep: Class 14 contains 75255 members 
Mstep: Class 15 contains 5852 members 
Mstep: Class 16 contains 16732 members 
Mstep: Class 17 contains 139081 members 
Mstep: Class 18 contains 12310 members 
Mstep: Class 19 contains 2011 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 18275 members 
Mstep: Class 22 contains 9274 members 
Mstep: Class 23 contains 1636 members 
Mstep: Class 24 contains 16945 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 5873 members 
Mstep: Class 27 contains 36023 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 95145 members 
Mstep: Class 30 contains 4653 members 
Mstep: Class 31 contains 40845 members 
Mstep: Class 32 contains 4917 members 
Mstep: Class 33 contains 10366 members 
Mstep: Class 34 contains 14441 members 
Mstep: Class 35 contains 94884 members 
Mstep: Class 36 contains 32423 members 
Mstep: Class 37 contains 7160 members 
Mstep: Class 38 contains 3110 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 3598 members 
Mstep: Class 41 contains 8659 members 
Mstep: Class 42 contains 2418 members 
Mstep: Class 43 contains 4045 members 
Mstep: Class 44 contains 3973 members 
Mstep: Class 45 contains 5558 members 
Mstep: Class 46 contains 3879 members 
Mstep: Class 47 contains 8979 members 
Mstep: Class 48 contains 7070 members 
Mstep: Class 49 contains 10694 members 
Mstep: Class 50 contains 2957 members 
Mstep: Class 51 contains 1108 members 
Mstep: Class 52 contains 11394 members 
Mstep: Class 53 contains 2261 members 
Mstep: Class 54 contains 4843 members 
Mstep: Class 55 contains 636 members 
Mstep: Class 56 contains 2409 members 
Mstep: Class 57 contains 16661 members 
Mstep: Class 58 contains 4051 members 
Mstep: Class 59 contains 4485 members 
Mstep: Class 60 contains 14358 members 
Mstep: Class 61 contains 35679 members 
Mstep: Class 62 contains 44486 members 
Mstep: Class 63 contains 91416 members 
Mstep: Class 64 contains 3596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154496512.000000 Penalty: 223603.953125
Iteration 99Q: 65 clusters Score -1.544965e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 7668 members 
Mstep: Class 3 contains 12054 members 
Mstep: Class 4 contains 955 members 
Mstep: Class 5 contains 3080 members 
Mstep: Class 6 contains 10749 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 5261 members 
Mstep: Class 10 contains 3315 members 
Mstep: Class 11 contains 235229 members 
Mstep: Class 12 contains 12642 members 
Mstep: Class 13 contains 5572 members 
Mstep: Class 14 contains 75327 members 
Mstep: Class 15 contains 5856 members 
Mstep: Class 16 contains 16720 members 
Mstep: Class 17 contains 138934 members 
Mstep: Class 18 contains 12365 members 
Mstep: Class 19 contains 2010 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 21 contains 18240 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 1636 members 
Mstep: Class 24 contains 16908 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 36021 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 95107 members 
Mstep: Class 30 contains 4652 members 
Mstep: Class 31 contains 40866 members 
Mstep: Class 32 contains 4926 members 
Mstep: Class 33 contains 10592 members 
Mstep: Class 34 contains 14555 members 
Mstep: Class 35 contains 94907 members 
Mstep: Class 36 contains 32433 members 
Mstep: Class 37 contains 7155 members 
Mstep: Class 38 contains 3110 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 3598 members 
Mstep: Class 41 contains 8659 members 
Mstep: Class 42 contains 2421 members 
Mstep: Class 43 contains 4063 members 
Mstep: Class 44 contains 3969 members 
Mstep: Class 45 contains 5559 members 
Mstep: Class 46 contains 3893 members 
Mstep: Class 47 contains 9029 members 
Mstep: Class 48 contains 7092 members 
Mstep: Class 49 contains 10727 members 
Mstep: Class 50 contains 2960 members 
Mstep: Class 51 contains 1107 members 
Mstep: Class 52 contains 11389 members 
Mstep: Class 53 contains 2261 members 
Mstep: Class 54 contains 4840 members 
Mstep: Class 55 contains 634 members 
Mstep: Class 56 contains 2411 members 
Mstep: Class 57 contains 16665 members 
Mstep: Class 58 contains 4051 members 
Mstep: Class 59 contains 4486 members 
Mstep: Class 60 contains 14355 members 
Mstep: Class 61 contains 35466 members 
Mstep: Class 62 contains 44373 members 
Mstep: Class 63 contains 91506 members 
Mstep: Class 64 contains 3599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498224.000000 Penalty: 223603.953125
Iteration 100F: 65 clusters Score -1.544982e+08 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 7675 members 
Mstep: Class 3 contains 12035 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 10753 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 2632 members 
Mstep: Class 9 contains 5262 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 235201 members 
Mstep: Class 12 contains 12619 members 
Mstep: Class 13 contains 5568 members 
Mstep: Class 14 contains 75368 members 
Mstep: Class 15 contains 5870 members 
Mstep: Class 16 contains 16700 members 
Mstep: Class 17 contains 138819 members 
Mstep: Class 18 contains 12422 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 20 contains 2147 members 
Mstep: Class 21 contains 18187 members 
Mstep: Class 22 contains 9076 members 
Mstep: Class 23 contains 1852 members 
Mstep: Class 24 contains 16865 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 5906 members 
Mstep: Class 27 contains 36020 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 95068 members 
Mstep: Class 30 contains 4652 members 
Mstep: Class 31 contains 40885 members 
Mstep: Class 32 contains 4974 members 
Mstep: Class 33 contains 10843 members 
Mstep: Class 34 contains 14652 members 
Mstep: Class 35 contains 94930 members 
Mstep: Class 36 contains 32430 members 
Mstep: Class 37 contains 7149 members 
Mstep: Class 38 contains 3102 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 3598 members 
Mstep: Class 41 contains 8659 members 
Mstep: Class 42 contains 2424 members 
Mstep: Class 43 contains 4081 members 
Mstep: Class 44 contains 3966 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 3905 members 
Mstep: Class 47 contains 9339 members 
Mstep: Class 48 contains 7103 members 
Mstep: Class 49 contains 10747 members 
Mstep: Class 50 contains 2961 members 
Mstep: Class 51 contains 1111 members 
Mstep: Class 52 contains 11325 members 
Mstep: Class 53 contains 2046 members 
Mstep: Class 54 contains 4837 members 
Mstep: Class 55 contains 634 members 
Mstep: Class 56 contains 2416 members 
Mstep: Class 57 contains 16668 members 
Mstep: Class 58 contains 4050 members 
Mstep: Class 59 contains 4486 members 
Mstep: Class 60 contains 14353 members 
Mstep: Class 61 contains 35231 members 
Mstep: Class 62 contains 44268 members 
Mstep: Class 63 contains 91563 members 
Mstep: Class 64 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154499600.000000 Penalty: 223603.953125
Iteration 101Q: 65 clusters Score -1.544996e+08 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 7684 members 
Mstep: Class 3 contains 12012 members 
Mstep: Class 4 contains 948 members 
Mstep: Class 5 contains 3088 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 2616 members 
Mstep: Class 9 contains 5274 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 235162 members 
Mstep: Class 12 contains 12601 members 
Mstep: Class 13 contains 5564 members 
Mstep: Class 14 contains 75436 members 
Mstep: Class 15 contains 5888 members 
Mstep: Class 16 contains 16680 members 
Mstep: Class 17 contains 138703 members 
Mstep: Class 18 contains 12473 members 
Mstep: Class 19 contains 2000 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 18115 members 
Mstep: Class 22 contains 8933 members 
Mstep: Class 23 contains 1918 members 
Mstep: Class 24 contains 16821 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 5915 members 
Mstep: Class 27 contains 36025 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 95010 members 
Mstep: Class 30 contains 4652 members 
Mstep: Class 31 contains 40910 members 
Mstep: Class 32 contains 4987 members 
Mstep: Class 33 contains 11081 members 
Mstep: Class 34 contains 14747 members 
Mstep: Class 35 contains 94937 members 
Mstep: Class 36 contains 32427 members 
Mstep: Class 37 contains 7135 members 
Mstep: Class 38 contains 3093 members 
Mstep: Class 39 contains 705 members 
Mstep: Class 40 contains 3598 members 
Mstep: Class 41 contains 8660 members 
Mstep: Class 42 contains 2426 members 
Mstep: Class 43 contains 4100 members 
Mstep: Class 44 contains 3963 members 
Mstep: Class 45 contains 5564 members 
Mstep: Class 46 contains 3912 members 
Mstep: Class 47 contains 9662 members 
Mstep: Class 48 contains 7120 members 
Mstep: Class 49 contains 10764 members 
Mstep: Class 50 contains 2964 members 
Mstep: Class 51 contains 1117 members 
Mstep: Class 52 contains 11248 members 
Mstep: Class 53 contains 1963 members 
Mstep: Class 54 contains 4842 members 
Mstep: Class 55 contains 633 members 
Mstep: Class 56 contains 2422 members 
Mstep: Class 57 contains 16669 members 
Mstep: Class 58 contains 4047 members 
Mstep: Class 59 contains 4485 members 
Mstep: Class 60 contains 14357 members 
Mstep: Class 61 contains 35037 members 
Mstep: Class 62 contains 44175 members 
Mstep: Class 63 contains 91620 members 
Mstep: Class 64 contains 3621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154500496.000000 Penalty: 223603.953125
Iteration 102Q: 65 clusters Score -1.545005e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 7685 members 
Mstep: Class 3 contains 11995 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 10752 members 
Mstep: Class 7 contains 611 members 
Mstep: Class 8 contains 2593 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 11 contains 235130 members 
Mstep: Class 12 contains 12586 members 
Mstep: Class 13 contains 5563 members 
Mstep: Class 14 contains 75487 members 
Mstep: Class 15 contains 5906 members 
Mstep: Class 16 contains 16669 members 
Mstep: Class 17 contains 138577 members 
Mstep: Class 18 contains 12529 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 2141 members 
Mstep: Class 21 contains 18032 members 
Mstep: Class 22 contains 8798 members 
Mstep: Class 23 contains 1934 members 
Mstep: Class 24 contains 16784 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 5921 members 
Mstep: Class 27 contains 36025 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 94976 members 
Mstep: Class 30 contains 4652 members 
Mstep: Class 31 contains 40935 members 
Mstep: Class 32 contains 4996 members 
Mstep: Class 33 contains 11322 members 
Mstep: Class 34 contains 14834 members 
Mstep: Class 35 contains 94950 members 
Mstep: Class 36 contains 32416 members 
Mstep: Class 37 contains 7131 members 
Mstep: Class 38 contains 3089 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 3598 members 
Mstep: Class 41 contains 8661 members 
Mstep: Class 42 contains 2428 members 
Mstep: Class 43 contains 4125 members 
Mstep: Class 44 contains 3962 members 
Mstep: Class 45 contains 5566 members 
Mstep: Class 46 contains 3917 members 
Mstep: Class 47 contains 9951 members 
Mstep: Class 48 contains 7156 members 
Mstep: Class 49 contains 10783 members 
Mstep: Class 50 contains 2965 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 11182 members 
Mstep: Class 53 contains 1938 members 
Mstep: Class 54 contains 4848 members 
Mstep: Class 55 contains 628 members 
Mstep: Class 56 contains 2426 members 
Mstep: Class 57 contains 16668 members 
Mstep: Class 58 contains 4046 members 
Mstep: Class 59 contains 4485 members 
Mstep: Class 60 contains 14350 members 
Mstep: Class 61 contains 34842 members 
Mstep: Class 62 contains 44089 members 
Mstep: Class 63 contains 91671 members 
Mstep: Class 64 contains 3630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154500704.000000 Penalty: 223603.953125
Iteration 103Q: 65 clusters Score -1.545007e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 7690 members 
Mstep: Class 3 contains 11977 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 10756 members 
Mstep: Class 7 contains 612 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 10 contains 3307 members 
Mstep: Class 11 contains 235107 members 
Mstep: Class 12 contains 12564 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 14 contains 75522 members 
Mstep: Class 15 contains 5927 members 
Mstep: Class 16 contains 16649 members 
Mstep: Class 17 contains 138468 members 
Mstep: Class 18 contains 12559 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 17934 members 
Mstep: Class 22 contains 8685 members 
Mstep: Class 23 contains 1940 members 
Mstep: Class 24 contains 16752 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 5931 members 
Mstep: Class 27 contains 36027 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94931 members 
Mstep: Class 30 contains 4649 members 
Mstep: Class 31 contains 40953 members 
Mstep: Class 32 contains 4998 members 
Mstep: Class 33 contains 11539 members 
Mstep: Class 34 contains 14892 members 
Mstep: Class 35 contains 94954 members 
Mstep: Class 36 contains 32408 members 
Mstep: Class 37 contains 7121 members 
Mstep: Class 38 contains 3082 members 
Mstep: Class 39 contains 699 members 
Mstep: Class 40 contains 3597 members 
Mstep: Class 41 contains 8659 members 
Mstep: Class 42 contains 2431 members 
Mstep: Class 43 contains 4153 members 
Mstep: Class 44 contains 3962 members 
Mstep: Class 45 contains 5564 members 
Mstep: Class 46 contains 3919 members 
Mstep: Class 47 contains 10225 members 
Mstep: Class 48 contains 7192 members 
Mstep: Class 49 contains 10795 members 
Mstep: Class 50 contains 2966 members 
Mstep: Class 51 contains 1123 members 
Mstep: Class 52 contains 11106 members 
Mstep: Class 53 contains 1930 members 
Mstep: Class 54 contains 4853 members 
Mstep: Class 55 contains 623 members 
Mstep: Class 56 contains 2426 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 4042 members 
Mstep: Class 59 contains 4486 members 
Mstep: Class 60 contains 14372 members 
Mstep: Class 61 contains 34700 members 
Mstep: Class 62 contains 44032 members 
Mstep: Class 63 contains 91718 members 
Mstep: Class 64 contains 3644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154500704.000000 Penalty: 223603.953125
Iteration 104Q: 65 clusters Score -1.545007e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 7704 members 
Mstep: Class 3 contains 11958 members 
Mstep: Class 4 contains 960 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 10760 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 11 contains 235099 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 5562 members 
Mstep: Class 14 contains 75583 members 
Mstep: Class 15 contains 5950 members 
Mstep: Class 16 contains 16616 members 
Mstep: Class 17 contains 138360 members 
Mstep: Class 18 contains 12582 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 2139 members 
Mstep: Class 21 contains 17827 members 
Mstep: Class 22 contains 8583 members 
Mstep: Class 23 contains 1947 members 
Mstep: Class 24 contains 16716 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 36027 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94890 members 
Mstep: Class 30 contains 4648 members 
Mstep: Class 31 contains 40963 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 11757 members 
Mstep: Class 34 contains 14959 members 
Mstep: Class 35 contains 94960 members 
Mstep: Class 36 contains 32406 members 
Mstep: Class 37 contains 7106 members 
Mstep: Class 38 contains 3075 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 3597 members 
Mstep: Class 41 contains 8660 members 
Mstep: Class 42 contains 2430 members 
Mstep: Class 43 contains 4188 members 
Mstep: Class 44 contains 3959 members 
Mstep: Class 45 contains 5564 members 
Mstep: Class 46 contains 3924 members 
Mstep: Class 47 contains 10474 members 
Mstep: Class 48 contains 7243 members 
Mstep: Class 49 contains 10813 members 
Mstep: Class 50 contains 2967 members 
Mstep: Class 51 contains 1120 members 
Mstep: Class 52 contains 11018 members 
Mstep: Class 53 contains 1920 members 
Mstep: Class 54 contains 4856 members 
Mstep: Class 55 contains 622 members 
Mstep: Class 56 contains 2428 members 
Mstep: Class 57 contains 16665 members 
Mstep: Class 58 contains 4039 members 
Mstep: Class 59 contains 4486 members 
Mstep: Class 60 contains 14388 members 
Mstep: Class 61 contains 34551 members 
Mstep: Class 62 contains 43971 members 
Mstep: Class 63 contains 91764 members 
Mstep: Class 64 contains 3654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154501152.000000 Penalty: 223603.953125
Iteration 105Q: 65 clusters Score -1.545012e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 7714 members 
Mstep: Class 3 contains 11945 members 
Mstep: Class 4 contains 964 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 10763 members 
Mstep: Class 7 contains 612 members 
Mstep: Class 8 contains 2505 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 3307 members 
Mstep: Class 11 contains 235086 members 
Mstep: Class 12 contains 12526 members 
Mstep: Class 13 contains 5560 members 
Mstep: Class 14 contains 75642 members 
Mstep: Class 15 contains 5975 members 
Mstep: Class 16 contains 16591 members 
Mstep: Class 17 contains 138255 members 
Mstep: Class 18 contains 12598 members 
Mstep: Class 19 contains 1966 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 17723 members 
Mstep: Class 22 contains 8454 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 16688 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 36029 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94848 members 
Mstep: Class 30 contains 4647 members 
Mstep: Class 31 contains 40973 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 11968 members 
Mstep: Class 34 contains 15022 members 
Mstep: Class 35 contains 94968 members 
Mstep: Class 36 contains 32414 members 
Mstep: Class 37 contains 7105 members 
Mstep: Class 38 contains 3067 members 
Mstep: Class 39 contains 695 members 
Mstep: Class 40 contains 3598 members 
Mstep: Class 41 contains 8660 members 
Mstep: Class 42 contains 2433 members 
Mstep: Class 43 contains 4228 members 
Mstep: Class 44 contains 3951 members 
Mstep: Class 45 contains 5564 members 
Mstep: Class 46 contains 3925 members 
Mstep: Class 47 contains 10721 members 
Mstep: Class 48 contains 7288 members 
Mstep: Class 49 contains 10824 members 
Mstep: Class 50 contains 2968 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 10949 members 
Mstep: Class 53 contains 1919 members 
Mstep: Class 54 contains 4859 members 
Mstep: Class 55 contains 621 members 
Mstep: Class 56 contains 2429 members 
Mstep: Class 57 contains 16665 members 
Mstep: Class 58 contains 4037 members 
Mstep: Class 59 contains 4484 members 
Mstep: Class 60 contains 14396 members 
Mstep: Class 61 contains 34422 members 
Mstep: Class 62 contains 43892 members 
Mstep: Class 63 contains 91812 members 
Mstep: Class 64 contains 3662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154501728.000000 Penalty: 223603.953125
Iteration 106Q: 65 clusters Score -1.545017e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 7716 members 
Mstep: Class 3 contains 11935 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 10763 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 2455 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 3307 members 
Mstep: Class 11 contains 235068 members 
Mstep: Class 12 contains 12517 members 
Mstep: Class 13 contains 5561 members 
Mstep: Class 14 contains 75675 members 
Mstep: Class 15 contains 5995 members 
Mstep: Class 16 contains 16568 members 
Mstep: Class 17 contains 138168 members 
Mstep: Class 18 contains 12606 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 2131 members 
Mstep: Class 21 contains 17614 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 1946 members 
Mstep: Class 24 contains 16669 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 5955 members 
Mstep: Class 27 contains 36030 members 
Mstep: Class 28 contains 2260 members 
Mstep: Class 29 contains 94818 members 
Mstep: Class 30 contains 4645 members 
Mstep: Class 31 contains 40990 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 12175 members 
Mstep: Class 34 contains 15079 members 
Mstep: Class 35 contains 94973 members 
Mstep: Class 36 contains 32417 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 3062 members 
Mstep: Class 39 contains 694 members 
Mstep: Class 40 contains 3599 members 
Mstep: Class 41 contains 8661 members 
Mstep: Class 42 contains 2437 members 
Mstep: Class 43 contains 4285 members 
Mstep: Class 44 contains 3941 members 
Mstep: Class 45 contains 5567 members 
Mstep: Class 46 contains 3926 members 
Mstep: Class 47 contains 10950 members 
Mstep: Class 48 contains 7316 members 
Mstep: Class 49 contains 10833 members 
Mstep: Class 50 contains 2969 members 
Mstep: Class 51 contains 1124 members 
Mstep: Class 52 contains 10899 members 
Mstep: Class 53 contains 1918 members 
Mstep: Class 54 contains 4859 members 
Mstep: Class 55 contains 620 members 
Mstep: Class 56 contains 2429 members 
Mstep: Class 57 contains 16665 members 
Mstep: Class 58 contains 4037 members 
Mstep: Class 59 contains 4481 members 
Mstep: Class 60 contains 14402 members 
Mstep: Class 61 contains 34309 members 
Mstep: Class 62 contains 43840 members 
Mstep: Class 63 contains 91863 members 
Mstep: Class 64 contains 3670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154502656.000000 Penalty: 223603.953125
Iteration 107Q: 65 clusters Score -1.545027e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 7722 members 
Mstep: Class 3 contains 11914 members 
Mstep: Class 4 contains 970 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 10763 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 2431 members 
Mstep: Class 9 contains 5310 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 11 contains 235056 members 
Mstep: Class 12 contains 12505 members 
Mstep: Class 13 contains 5563 members 
Mstep: Class 14 contains 75699 members 
Mstep: Class 15 contains 6027 members 
Mstep: Class 16 contains 16554 members 
Mstep: Class 17 contains 138090 members 
Mstep: Class 18 contains 12617 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 17517 members 
Mstep: Class 22 contains 8185 members 
Mstep: Class 23 contains 1948 members 
Mstep: Class 24 contains 16654 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 5959 members 
Mstep: Class 27 contains 36031 members 
Mstep: Class 28 contains 2260 members 
Mstep: Class 29 contains 94784 members 
Mstep: Class 30 contains 4643 members 
Mstep: Class 31 contains 40992 members 
Mstep: Class 32 contains 4999 members 
Mstep: Class 33 contains 12368 members 
Mstep: Class 34 contains 15127 members 
Mstep: Class 35 contains 94985 members 
Mstep: Class 36 contains 32420 members 
Mstep: Class 37 contains 7103 members 
Mstep: Class 38 contains 3054 members 
Mstep: Class 39 contains 691 members 
Mstep: Class 40 contains 3599 members 
Mstep: Class 41 contains 8660 members 
Mstep: Class 42 contains 2442 members 
Mstep: Class 43 contains 4319 members 
Mstep: Class 44 contains 3925 members 
Mstep: Class 45 contains 5567 members 
Mstep: Class 46 contains 3933 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 7353 members 
Mstep: Class 49 contains 10838 members 
Mstep: Class 50 contains 2971 members 
Mstep: Class 51 contains 1126 members 
Mstep: Class 52 contains 10854 members 
Mstep: Class 53 contains 1914 members 
Mstep: Class 54 contains 4861 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 2430 members 
Mstep: Class 57 contains 16665 members 
Mstep: Class 58 contains 4035 members 
Mstep: Class 59 contains 4481 members 
Mstep: Class 60 contains 14404 members 
Mstep: Class 61 contains 34195 members 
Mstep: Class 62 contains 43805 members 
Mstep: Class 63 contains 91902 members 
Mstep: Class 64 contains 3673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154503024.000000 Penalty: 223603.953125
Iteration 108Q: 65 clusters Score -1.54503e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 7730 members 
Mstep: Class 3 contains 11899 members 
Mstep: Class 4 contains 971 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 10764 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 2430 members 
Mstep: Class 9 contains 5317 members 
Mstep: Class 10 contains 3310 members 
Mstep: Class 11 contains 235052 members 
Mstep: Class 12 contains 12489 members 
Mstep: Class 13 contains 5562 members 
Mstep: Class 14 contains 75764 members 
Mstep: Class 15 contains 6065 members 
Mstep: Class 16 contains 16532 members 
Mstep: Class 17 contains 138020 members 
Mstep: Class 18 contains 12623 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 2124 members 
Mstep: Class 21 contains 17416 members 
Mstep: Class 22 contains 8074 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16637 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 36029 members 
Mstep: Class 28 contains 2260 members 
Mstep: Class 29 contains 94755 members 
Mstep: Class 30 contains 4641 members 
Mstep: Class 31 contains 40992 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 12558 members 
Mstep: Class 34 contains 15175 members 
Mstep: Class 35 contains 94990 members 
Mstep: Class 36 contains 32425 members 
Mstep: Class 37 contains 7108 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 688 members 
Mstep: Class 40 contains 3598 members 
Mstep: Class 41 contains 8659 members 
Mstep: Class 42 contains 2442 members 
Mstep: Class 43 contains 4331 members 
Mstep: Class 44 contains 3916 members 
Mstep: Class 45 contains 5566 members 
Mstep: Class 46 contains 3942 members 
Mstep: Class 47 contains 11287 members 
Mstep: Class 48 contains 7388 members 
Mstep: Class 49 contains 10845 members 
Mstep: Class 50 contains 2972 members 
Mstep: Class 51 contains 1128 members 
Mstep: Class 52 contains 10813 members 
Mstep: Class 53 contains 1915 members 
Mstep: Class 54 contains 4860 members 
Mstep: Class 55 contains 617 members 
Mstep: Class 56 contains 2431 members 
Mstep: Class 57 contains 16664 members 
Mstep: Class 58 contains 4035 members 
Mstep: Class 59 contains 4480 members 
Mstep: Class 60 contains 14410 members 
Mstep: Class 61 contains 34062 members 
Mstep: Class 62 contains 43778 members 
Mstep: Class 63 contains 91931 members 
Mstep: Class 64 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154503344.000000 Penalty: 223603.953125
Iteration 109Q: 65 clusters Score -1.545033e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 7740 members 
Mstep: Class 3 contains 11884 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 10764 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 9 contains 5319 members 
Mstep: Class 10 contains 3311 members 
Mstep: Class 11 contains 235057 members 
Mstep: Class 12 contains 12473 members 
Mstep: Class 13 contains 5559 members 
Mstep: Class 14 contains 75816 members 
Mstep: Class 15 contains 6104 members 
Mstep: Class 16 contains 16512 members 
Mstep: Class 17 contains 137966 members 
Mstep: Class 18 contains 12632 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 20 contains 2118 members 
Mstep: Class 21 contains 17294 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16627 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 5963 members 
Mstep: Class 27 contains 36028 members 
Mstep: Class 28 contains 2260 members 
Mstep: Class 29 contains 94731 members 
Mstep: Class 30 contains 4640 members 
Mstep: Class 31 contains 40995 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 12742 members 
Mstep: Class 34 contains 15220 members 
Mstep: Class 35 contains 94999 members 
Mstep: Class 36 contains 32429 members 
Mstep: Class 37 contains 7109 members 
Mstep: Class 38 contains 3046 members 
Mstep: Class 39 contains 684 members 
Mstep: Class 40 contains 3599 members 
Mstep: Class 41 contains 8660 members 
Mstep: Class 42 contains 2443 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 3906 members 
Mstep: Class 45 contains 5567 members 
Mstep: Class 46 contains 3951 members 
Mstep: Class 47 contains 11384 members 
Mstep: Class 48 contains 7430 members 
Mstep: Class 49 contains 10855 members 
Mstep: Class 50 contains 2974 members 
Mstep: Class 51 contains 1127 members 
Mstep: Class 52 contains 10774 members 
Mstep: Class 53 contains 1919 members 
Mstep: Class 54 contains 4861 members 
Mstep: Class 55 contains 615 members 
Mstep: Class 56 contains 2433 members 
Mstep: Class 57 contains 16664 members 
Mstep: Class 58 contains 4034 members 
Mstep: Class 59 contains 4480 members 
Mstep: Class 60 contains 14405 members 
Mstep: Class 61 contains 33958 members 
Mstep: Class 62 contains 43754 members 
Mstep: Class 63 contains 91944 members 
Mstep: Class 64 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154503264.000000 Penalty: 223603.953125
Iteration 110Q: 65 clusters Score -1.545033e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 7746 members 
Mstep: Class 3 contains 11870 members 
Mstep: Class 4 contains 976 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 10761 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 235062 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 5557 members 
Mstep: Class 14 contains 75848 members 
Mstep: Class 15 contains 6147 members 
Mstep: Class 16 contains 16494 members 
Mstep: Class 17 contains 137924 members 
Mstep: Class 18 contains 12641 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 2113 members 
Mstep: Class 21 contains 17190 members 
Mstep: Class 22 contains 7931 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16614 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 5967 members 
Mstep: Class 27 contains 36024 members 
Mstep: Class 28 contains 2259 members 
Mstep: Class 29 contains 94722 members 
Mstep: Class 30 contains 4641 members 
Mstep: Class 31 contains 41011 members 
Mstep: Class 32 contains 5033 members 
Mstep: Class 33 contains 12922 members 
Mstep: Class 34 contains 15259 members 
Mstep: Class 35 contains 95008 members 
Mstep: Class 36 contains 32434 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 3041 members 
Mstep: Class 39 contains 683 members 
Mstep: Class 40 contains 3599 members 
Mstep: Class 41 contains 8663 members 
Mstep: Class 42 contains 2444 members 
Mstep: Class 43 contains 4337 members 
Mstep: Class 44 contains 3902 members 
Mstep: Class 45 contains 5567 members 
Mstep: Class 46 contains 3955 members 
Mstep: Class 47 contains 11449 members 
Mstep: Class 48 contains 7467 members 
Mstep: Class 49 contains 10865 members 
Mstep: Class 50 contains 2975 members 
Mstep: Class 51 contains 1131 members 
Mstep: Class 52 contains 10744 members 
Mstep: Class 53 contains 1920 members 
Mstep: Class 54 contains 4861 members 
Mstep: Class 55 contains 613 members 
Mstep: Class 56 contains 2433 members 
Mstep: Class 57 contains 16662 members 
Mstep: Class 58 contains 4035 members 
Mstep: Class 59 contains 4478 members 
Mstep: Class 60 contains 14405 members 
Mstep: Class 61 contains 33838 members 
Mstep: Class 62 contains 43716 members 
Mstep: Class 63 contains 91958 members 
Mstep: Class 64 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154503376.000000 Penalty: 223603.953125
Iteration 111Q: 65 clusters Score -1.545034e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 7748 members 
Mstep: Class 3 contains 11856 members 
Mstep: Class 4 contains 976 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 10758 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 235066 members 
Mstep: Class 12 contains 12437 members 
Mstep: Class 13 contains 5551 members 
Mstep: Class 14 contains 75858 members 
Mstep: Class 15 contains 6189 members 
Mstep: Class 16 contains 16486 members 
Mstep: Class 17 contains 137887 members 
Mstep: Class 18 contains 12651 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 2109 members 
Mstep: Class 21 contains 17088 members 
Mstep: Class 22 contains 7866 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16607 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 5971 members 
Mstep: Class 27 contains 36026 members 
Mstep: Class 28 contains 2258 members 
Mstep: Class 29 contains 94713 members 
Mstep: Class 30 contains 4640 members 
Mstep: Class 31 contains 41029 members 
Mstep: Class 32 contains 5041 members 
Mstep: Class 33 contains 13106 members 
Mstep: Class 34 contains 15293 members 
Mstep: Class 35 contains 95027 members 
Mstep: Class 36 contains 32435 members 
Mstep: Class 37 contains 7110 members 
Mstep: Class 38 contains 3037 members 
Mstep: Class 39 contains 680 members 
Mstep: Class 40 contains 3599 members 
Mstep: Class 41 contains 8666 members 
Mstep: Class 42 contains 2446 members 
Mstep: Class 43 contains 4339 members 
Mstep: Class 44 contains 3901 members 
Mstep: Class 45 contains 5565 members 
Mstep: Class 46 contains 3959 members 
Mstep: Class 47 contains 11530 members 
Mstep: Class 48 contains 7491 members 
Mstep: Class 49 contains 10871 members 
Mstep: Class 50 contains 2977 members 
Mstep: Class 51 contains 1134 members 
Mstep: Class 52 contains 10724 members 
Mstep: Class 53 contains 1921 members 
Mstep: Class 54 contains 4863 members 
Mstep: Class 55 contains 614 members 
Mstep: Class 56 contains 2436 members 
Mstep: Class 57 contains 16661 members 
Mstep: Class 58 contains 4035 members 
Mstep: Class 59 contains 4478 members 
Mstep: Class 60 contains 14410 members 
Mstep: Class 61 contains 33701 members 
Mstep: Class 62 contains 43677 members 
Mstep: Class 63 contains 91967 members 
Mstep: Class 64 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154503520.000000 Penalty: 223603.953125
Iteration 112Q: 65 clusters Score -1.545035e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 7754 members 
Mstep: Class 3 contains 11842 members 
Mstep: Class 4 contains 976 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 10757 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 235065 members 
Mstep: Class 12 contains 12427 members 
Mstep: Class 13 contains 5547 members 
Mstep: Class 14 contains 75901 members 
Mstep: Class 15 contains 6240 members 
Mstep: Class 16 contains 16475 members 
Mstep: Class 17 contains 137838 members 
Mstep: Class 18 contains 12661 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 16974 members 
Mstep: Class 22 contains 7796 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16601 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 5974 members 
Mstep: Class 27 contains 36024 members 
Mstep: Class 28 contains 2258 members 
Mstep: Class 29 contains 94705 members 
Mstep: Class 30 contains 4639 members 
Mstep: Class 31 contains 41045 members 
Mstep: Class 32 contains 5067 members 
Mstep: Class 33 contains 13288 members 
Mstep: Class 34 contains 15321 members 
Mstep: Class 35 contains 95036 members 
Mstep: Class 36 contains 32430 members 
Mstep: Class 37 contains 7108 members 
Mstep: Class 38 contains 3031 members 
Mstep: Class 39 contains 680 members 
Mstep: Class 40 contains 3599 members 
Mstep: Class 41 contains 8666 members 
Mstep: Class 42 contains 2448 members 
Mstep: Class 43 contains 4340 members 
Mstep: Class 44 contains 3902 members 
Mstep: Class 45 contains 5567 members 
Mstep: Class 46 contains 3964 members 
Mstep: Class 47 contains 11594 members 
Mstep: Class 48 contains 7529 members 
Mstep: Class 49 contains 10880 members 
Mstep: Class 50 contains 2978 members 
Mstep: Class 51 contains 1137 members 
Mstep: Class 52 contains 10710 members 
Mstep: Class 53 contains 1922 members 
Mstep: Class 54 contains 4865 members 
Mstep: Class 55 contains 614 members 
Mstep: Class 56 contains 2436 members 
Mstep: Class 57 contains 16660 members 
Mstep: Class 58 contains 4035 members 
Mstep: Class 59 contains 4477 members 
Mstep: Class 60 contains 14415 members 
Mstep: Class 61 contains 33541 members 
Mstep: Class 62 contains 43656 members 
Mstep: Class 63 contains 91980 members 
Mstep: Class 64 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154503120.000000 Penalty: 223603.953125
Iteration 113Q: 65 clusters Score -1.545031e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 7763 members 
Mstep: Class 3 contains 11833 members 
Mstep: Class 4 contains 976 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 10758 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2443 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235064 members 
Mstep: Class 12 contains 12421 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 75930 members 
Mstep: Class 15 contains 6292 members 
Mstep: Class 16 contains 16462 members 
Mstep: Class 17 contains 137791 members 
Mstep: Class 18 contains 12672 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 2092 members 
Mstep: Class 21 contains 16869 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16596 members 
Mstep: Class 25 contains 994 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 36025 members 
Mstep: Class 28 contains 2258 members 
Mstep: Class 29 contains 94700 members 
Mstep: Class 30 contains 4638 members 
Mstep: Class 31 contains 41051 members 
Mstep: Class 32 contains 5095 members 
Mstep: Class 33 contains 13469 members 
Mstep: Class 34 contains 15347 members 
Mstep: Class 35 contains 95039 members 
Mstep: Class 36 contains 32424 members 
Mstep: Class 37 contains 7108 members 
Mstep: Class 38 contains 3026 members 
Mstep: Class 39 contains 680 members 
Mstep: Class 40 contains 3599 members 
Mstep: Class 41 contains 8666 members 
Mstep: Class 42 contains 2449 members 
Mstep: Class 43 contains 4340 members 
Mstep: Class 44 contains 3902 members 
Mstep: Class 45 contains 5568 members 
Mstep: Class 46 contains 3966 members 
Mstep: Class 47 contains 11648 members 
Mstep: Class 48 contains 7552 members 
Mstep: Class 49 contains 10886 members 
Mstep: Class 50 contains 2979 members 
Mstep: Class 51 contains 1139 members 
Mstep: Class 52 contains 10718 members 
Mstep: Class 53 contains 1923 members 
Mstep: Class 54 contains 4866 members 
Mstep: Class 55 contains 614 members 
Mstep: Class 56 contains 2436 members 
Mstep: Class 57 contains 16660 members 
Mstep: Class 58 contains 4033 members 
Mstep: Class 59 contains 4475 members 
Mstep: Class 60 contains 14427 members 
Mstep: Class 61 contains 33401 members 
Mstep: Class 62 contains 43624 members 
Mstep: Class 63 contains 91995 members 
Mstep: Class 64 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154503488.000000 Penalty: 223603.953125
Iteration 114Q: 65 clusters Score -1.545035e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 7768 members 
Mstep: Class 3 contains 11822 members 
Mstep: Class 4 contains 976 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 10754 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235059 members 
Mstep: Class 12 contains 12416 members 
Mstep: Class 13 contains 5534 members 
Mstep: Class 14 contains 75956 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 16447 members 
Mstep: Class 17 contains 137751 members 
Mstep: Class 18 contains 12683 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 16761 members 
Mstep: Class 22 contains 7665 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16590 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 5979 members 
Mstep: Class 27 contains 36022 members 
Mstep: Class 28 contains 2258 members 
Mstep: Class 29 contains 94681 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41071 members 
Mstep: Class 32 contains 5118 members 
Mstep: Class 33 contains 13648 members 
Mstep: Class 34 contains 15368 members 
Mstep: Class 35 contains 95051 members 
Mstep: Class 36 contains 32421 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 680 members 
Mstep: Class 40 contains 3599 members 
Mstep: Class 41 contains 8669 members 
Mstep: Class 42 contains 2452 members 
Mstep: Class 43 contains 4337 members 
Mstep: Class 44 contains 3902 members 
Mstep: Class 45 contains 5569 members 
Mstep: Class 46 contains 3966 members 
Mstep: Class 47 contains 11718 members 
Mstep: Class 48 contains 7592 members 
Mstep: Class 49 contains 10896 members 
Mstep: Class 50 contains 2979 members 
Mstep: Class 51 contains 1141 members 
Mstep: Class 52 contains 10708 members 
Mstep: Class 53 contains 1923 members 
Mstep: Class 54 contains 4866 members 
Mstep: Class 55 contains 612 members 
Mstep: Class 56 contains 2437 members 
Mstep: Class 57 contains 16659 members 
Mstep: Class 58 contains 4033 members 
Mstep: Class 59 contains 4475 members 
Mstep: Class 60 contains 14443 members 
Mstep: Class 61 contains 33275 members 
Mstep: Class 62 contains 43583 members 
Mstep: Class 63 contains 92005 members 
Mstep: Class 64 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154503888.000000 Penalty: 223603.953125
Iteration 115Q: 65 clusters Score -1.545039e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 7766 members 
Mstep: Class 3 contains 11811 members 
Mstep: Class 4 contains 976 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10752 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235065 members 
Mstep: Class 12 contains 12404 members 
Mstep: Class 13 contains 5529 members 
Mstep: Class 14 contains 75978 members 
Mstep: Class 15 contains 6378 members 
Mstep: Class 16 contains 16438 members 
Mstep: Class 17 contains 137720 members 
Mstep: Class 18 contains 12701 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 16657 members 
Mstep: Class 22 contains 7619 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16585 members 
Mstep: Class 25 contains 994 members 
Mstep: Class 26 contains 5983 members 
Mstep: Class 27 contains 36014 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94665 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41076 members 
Mstep: Class 32 contains 5145 members 
Mstep: Class 33 contains 13834 members 
Mstep: Class 34 contains 15399 members 
Mstep: Class 35 contains 95059 members 
Mstep: Class 36 contains 32417 members 
Mstep: Class 37 contains 7111 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 680 members 
Mstep: Class 40 contains 3599 members 
Mstep: Class 41 contains 8669 members 
Mstep: Class 42 contains 2455 members 
Mstep: Class 43 contains 4336 members 
Mstep: Class 44 contains 3901 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3966 members 
Mstep: Class 47 contains 11766 members 
Mstep: Class 48 contains 7634 members 
Mstep: Class 49 contains 10904 members 
Mstep: Class 50 contains 2979 members 
Mstep: Class 51 contains 1144 members 
Mstep: Class 52 contains 10699 members 
Mstep: Class 53 contains 1924 members 
Mstep: Class 54 contains 4863 members 
Mstep: Class 55 contains 612 members 
Mstep: Class 56 contains 2438 members 
Mstep: Class 57 contains 16659 members 
Mstep: Class 58 contains 4032 members 
Mstep: Class 59 contains 4474 members 
Mstep: Class 60 contains 14449 members 
Mstep: Class 61 contains 33161 members 
Mstep: Class 62 contains 43529 members 
Mstep: Class 63 contains 92014 members 
Mstep: Class 64 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154504016.000000 Penalty: 223603.953125
Iteration 116Q: 65 clusters Score -1.54504e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 7772 members 
Mstep: Class 3 contains 11799 members 
Mstep: Class 4 contains 976 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10753 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 3310 members 
Mstep: Class 11 contains 235066 members 
Mstep: Class 12 contains 12396 members 
Mstep: Class 13 contains 5534 members 
Mstep: Class 14 contains 76004 members 
Mstep: Class 15 contains 6406 members 
Mstep: Class 16 contains 16426 members 
Mstep: Class 17 contains 137696 members 
Mstep: Class 18 contains 12722 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 16556 members 
Mstep: Class 22 contains 7578 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16580 members 
Mstep: Class 25 contains 994 members 
Mstep: Class 26 contains 5987 members 
Mstep: Class 27 contains 36007 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94650 members 
Mstep: Class 30 contains 4638 members 
Mstep: Class 31 contains 41078 members 
Mstep: Class 32 contains 5179 members 
Mstep: Class 33 contains 14032 members 
Mstep: Class 34 contains 15416 members 
Mstep: Class 35 contains 95059 members 
Mstep: Class 36 contains 32420 members 
Mstep: Class 37 contains 7105 members 
Mstep: Class 38 contains 3015 members 
Mstep: Class 39 contains 680 members 
Mstep: Class 40 contains 3599 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 2456 members 
Mstep: Class 43 contains 4337 members 
Mstep: Class 44 contains 3899 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3966 members 
Mstep: Class 47 contains 11812 members 
Mstep: Class 48 contains 7671 members 
Mstep: Class 49 contains 10915 members 
Mstep: Class 50 contains 2979 members 
Mstep: Class 51 contains 1142 members 
Mstep: Class 52 contains 10685 members 
Mstep: Class 53 contains 1924 members 
Mstep: Class 54 contains 4864 members 
Mstep: Class 55 contains 613 members 
Mstep: Class 56 contains 2439 members 
Mstep: Class 57 contains 16661 members 
Mstep: Class 58 contains 4032 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14453 members 
Mstep: Class 61 contains 33048 members 
Mstep: Class 62 contains 43469 members 
Mstep: Class 63 contains 92019 members 
Mstep: Class 64 contains 3679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154504240.000000 Penalty: 223603.953125
Iteration 117Q: 65 clusters Score -1.545042e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 7776 members 
Mstep: Class 3 contains 11795 members 
Mstep: Class 4 contains 976 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10753 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 3311 members 
Mstep: Class 11 contains 235069 members 
Mstep: Class 12 contains 12391 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 76011 members 
Mstep: Class 15 contains 6447 members 
Mstep: Class 16 contains 16410 members 
Mstep: Class 17 contains 137672 members 
Mstep: Class 18 contains 12729 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 16471 members 
Mstep: Class 22 contains 7550 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16577 members 
Mstep: Class 25 contains 992 members 
Mstep: Class 26 contains 5990 members 
Mstep: Class 27 contains 36003 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94634 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41087 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 14223 members 
Mstep: Class 34 contains 15430 members 
Mstep: Class 35 contains 95062 members 
Mstep: Class 36 contains 32422 members 
Mstep: Class 37 contains 7105 members 
Mstep: Class 38 contains 3011 members 
Mstep: Class 39 contains 680 members 
Mstep: Class 40 contains 3599 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 2458 members 
Mstep: Class 43 contains 4338 members 
Mstep: Class 44 contains 3897 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3968 members 
Mstep: Class 47 contains 11829 members 
Mstep: Class 48 contains 7700 members 
Mstep: Class 49 contains 10921 members 
Mstep: Class 50 contains 2979 members 
Mstep: Class 51 contains 1143 members 
Mstep: Class 52 contains 10677 members 
Mstep: Class 53 contains 1924 members 
Mstep: Class 54 contains 4864 members 
Mstep: Class 55 contains 612 members 
Mstep: Class 56 contains 2439 members 
Mstep: Class 57 contains 16664 members 
Mstep: Class 58 contains 4032 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14466 members 
Mstep: Class 61 contains 32951 members 
Mstep: Class 62 contains 43406 members 
Mstep: Class 63 contains 92023 members 
Mstep: Class 64 contains 3679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154504800.000000 Penalty: 223603.953125
Iteration 118Q: 65 clusters Score -1.545048e+08 nChanged 794
Entering ConstructFrom: 
Score: -154504800.000000 Penalty: 223603.953125
Entering ConstructFrom: 
Trying to split cluster 1 (60190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Entering Unmasked Estep 
Score: -7458550.500000 Penalty: 2729.304932
	Iteration 0F: 2 clusters Score -7458550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -7418139.000000 Penalty: 5458.609863
	Iteration 0F: 3 clusters Score -7418139 nChanged 27984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -7433515.500000 Penalty: 5458.609863
	Iteration 1F: 3 clusters Score -7433516 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -7434183.000000 Penalty: 5458.609863
	Iteration 2Q: 3 clusters Score -7434183 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -7434892.000000 Penalty: 5458.609863
	Iteration 3Q: 3 clusters Score -7434892 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -7435918.000000 Penalty: 5458.609863
	Iteration 4Q: 3 clusters Score -7435918 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -7437548.500000 Penalty: 5458.609863
	Iteration 5F: 3 clusters Score -7437548 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -7440177.000000 Penalty: 5458.609863
	Iteration 6F: 3 clusters Score -7440177 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -7444078.000000 Penalty: 5458.609863
	Iteration 7F: 3 clusters Score -7444078 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -7448393.000000 Penalty: 5458.609863
	Iteration 8F: 3 clusters Score -7448393 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -7451797.000000 Penalty: 5458.609863
	Iteration 9F: 3 clusters Score -7451797 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -7453669.500000 Penalty: 5458.609863
	Iteration 10Q: 3 clusters Score -7453670 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -7454685.500000 Penalty: 5458.609863
	Iteration 11Q: 3 clusters Score -7454686 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -7455270.500000 Penalty: 5458.609863
	Iteration 12Q: 3 clusters Score -7455270 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -7455686.500000 Penalty: 5458.609863
	Iteration 13Q: 3 clusters Score -7455686 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -7456000.500000 Penalty: 5458.609863
	Iteration 14Q: 3 clusters Score -7456000 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -7456315.500000 Penalty: 5458.609863
	Iteration 15Q: 3 clusters Score -7456316 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -7456637.500000 Penalty: 5458.609863
	Iteration 16Q: 3 clusters Score -7456638 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -7456929.500000 Penalty: 5458.609863
	Iteration 17Q: 3 clusters Score -7456930 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7457131.500000 Penalty: 5458.609863
	Iteration 18Q: 3 clusters Score -7457132 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -7457245.000000 Penalty: 5458.609863
	Iteration 19Q: 3 clusters Score -7457245 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7457300.000000 Penalty: 5458.609863
	Iteration 20F: 3 clusters Score -7457300 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -7457338.000000 Penalty: 5458.609863
	Iteration 21Q: 3 clusters Score -7457338 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -7457359.500000 Penalty: 5458.609863
	Iteration 22Q: 3 clusters Score -7457360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -7457381.000000 Penalty: 5458.609863
	Iteration 23Q: 3 clusters Score -7457381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -7457401.000000 Penalty: 5458.609863
	Iteration 24Q: 3 clusters Score -7457401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -7457403.000000 Penalty: 5458.609863
	Iteration 25Q: 3 clusters Score -7457403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -7457398.000000 Penalty: 5458.609863
	Iteration 26Q: 3 clusters Score -7457398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7457411.000000 Penalty: 5458.609863
	Iteration 27Q: 3 clusters Score -7457411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -7457420.500000 Penalty: 5458.609863
	Iteration 28Q: 3 clusters Score -7457420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -7457431.000000 Penalty: 5458.609863
	Iteration 29Q: 3 clusters Score -7457431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -7457419.500000 Penalty: 5458.609863
	Iteration 30Q: 3 clusters Score -7457420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -7457435.000000 Penalty: 5458.609863
	Iteration 31Q: 3 clusters Score -7457435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -7457434.000000 Penalty: 5458.609863
	Iteration 32Q: 3 clusters Score -7457434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -7457432.000000 Penalty: 5458.609863
	Iteration 33Q: 3 clusters Score -7457432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -7457436.000000 Penalty: 5458.609863
	Iteration 34Q: 3 clusters Score -7457436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -7457431.500000 Penalty: 5458.609863
	Iteration 35Q: 3 clusters Score -7457432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7457430.500000 Penalty: 5458.609863
	Iteration 36Q: 3 clusters Score -7457430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7457424.000000 Penalty: 5458.609863
	Iteration 37Q: 3 clusters Score -7457424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7457424.000000 Penalty: 5458.609863
	Iteration 38F: 3 clusters Score -7457424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Entering Unmasked Estep 
Score: -1240871.875000 Penalty: 2221.909180
	Iteration 0F: 2 clusters Score -1240872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1234703.875000 Penalty: 4443.818359
	Iteration 0F: 3 clusters Score -1234704 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1236788.000000 Penalty: 4443.818359
	Iteration 1F: 3 clusters Score -1236788 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1237329.750000 Penalty: 4443.818359
	Iteration 2F: 3 clusters Score -1237330 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1237748.000000 Penalty: 4443.818359
	Iteration 3F: 3 clusters Score -1237748 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1238077.875000 Penalty: 4443.818359
	Iteration 4F: 3 clusters Score -1238078 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1238326.250000 Penalty: 4443.818359
	Iteration 5F: 3 clusters Score -1238326 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1238514.750000 Penalty: 4443.818359
	Iteration 6Q: 3 clusters Score -1238515 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1238667.125000 Penalty: 4443.818359
	Iteration 7Q: 3 clusters Score -1238667 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1238793.500000 Penalty: 4443.818359
	Iteration 8Q: 3 clusters Score -1238794 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1238883.625000 Penalty: 4443.818359
	Iteration 9Q: 3 clusters Score -1238884 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1238966.500000 Penalty: 4443.818359
	Iteration 10Q: 3 clusters Score -1238966 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1239037.000000 Penalty: 4443.818359
	Iteration 11Q: 3 clusters Score -1239037 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1239105.500000 Penalty: 4443.818359
	Iteration 12Q: 3 clusters Score -1239106 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1239160.500000 Penalty: 4443.818359
	Iteration 13Q: 3 clusters Score -1239160 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1239215.375000 Penalty: 4443.818359
	Iteration 14Q: 3 clusters Score -1239215 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1239262.375000 Penalty: 4443.818359
	Iteration 15Q: 3 clusters Score -1239262 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1239304.375000 Penalty: 4443.818359
	Iteration 16Q: 3 clusters Score -1239304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1239342.625000 Penalty: 4443.818359
	Iteration 17Q: 3 clusters Score -1239343 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1239378.375000 Penalty: 4443.818359
	Iteration 18Q: 3 clusters Score -1239378 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1239417.125000 Penalty: 4443.818359
	Iteration 19Q: 3 clusters Score -1239417 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1239463.625000 Penalty: 4443.818359
	Iteration 20F: 3 clusters Score -1239464 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1239509.250000 Penalty: 4443.818359
	Iteration 21Q: 3 clusters Score -1239509 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1239557.375000 Penalty: 4443.818359
	Iteration 22Q: 3 clusters Score -1239557 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1239603.000000 Penalty: 4443.818359
	Iteration 23Q: 3 clusters Score -1239603 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1239650.000000 Penalty: 4443.818359
	Iteration 24Q: 3 clusters Score -1239650 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1239703.750000 Penalty: 4443.818359
	Iteration 25Q: 3 clusters Score -1239704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1239754.375000 Penalty: 4443.818359
	Iteration 26Q: 3 clusters Score -1239754 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1239794.250000 Penalty: 4443.818359
	Iteration 27Q: 3 clusters Score -1239794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1239831.125000 Penalty: 4443.818359
	Iteration 28Q: 3 clusters Score -1239831 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1239865.125000 Penalty: 4443.818359
	Iteration 29Q: 3 clusters Score -1239865 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1239895.375000 Penalty: 4443.818359
	Iteration 30Q: 3 clusters Score -1239895 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1239926.125000 Penalty: 4443.818359
	Iteration 31Q: 3 clusters Score -1239926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1239956.625000 Penalty: 4443.818359
	Iteration 32Q: 3 clusters Score -1239957 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1239999.250000 Penalty: 4443.818359
	Iteration 33Q: 3 clusters Score -1239999 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1240037.750000 Penalty: 4443.818359
	Iteration 34Q: 3 clusters Score -1240038 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1240072.625000 Penalty: 4443.818359
	Iteration 35Q: 3 clusters Score -1240073 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1240102.125000 Penalty: 4443.818359
	Iteration 36Q: 3 clusters Score -1240102 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1240131.000000 Penalty: 4443.818359
	Iteration 37Q: 3 clusters Score -1240131 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1240161.500000 Penalty: 4443.818359
	Iteration 38Q: 3 clusters Score -1240162 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1240194.250000 Penalty: 4443.818359
	Iteration 39Q: 3 clusters Score -1240194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1240222.375000 Penalty: 4443.818359
	Iteration 40F: 3 clusters Score -1240222 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1240252.500000 Penalty: 4443.818359
	Iteration 41Q: 3 clusters Score -1240252 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1240288.750000 Penalty: 4443.818359
	Iteration 42Q: 3 clusters Score -1240289 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1240323.750000 Penalty: 4443.818359
	Iteration 43Q: 3 clusters Score -1240324 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1240359.500000 Penalty: 4443.818359
	Iteration 44Q: 3 clusters Score -1240360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1240384.000000 Penalty: 4443.818359
	Iteration 45Q: 3 clusters Score -1240384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1240411.375000 Penalty: 4443.818359
	Iteration 46Q: 3 clusters Score -1240411 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1240433.625000 Penalty: 4443.818359
	Iteration 47Q: 3 clusters Score -1240434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1240464.625000 Penalty: 4443.818359
	Iteration 48Q: 3 clusters Score -1240465 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1240490.375000 Penalty: 4443.818359
	Iteration 49Q: 3 clusters Score -1240490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1240515.750000 Penalty: 4443.818359
	Iteration 50Q: 3 clusters Score -1240516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1240529.000000 Penalty: 4443.818359
	Iteration 51Q: 3 clusters Score -1240529 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1240541.500000 Penalty: 4443.818359
	Iteration 52Q: 3 clusters Score -1240542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1240552.125000 Penalty: 4443.818359
	Iteration 53Q: 3 clusters Score -1240552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1240568.500000 Penalty: 4443.818359
	Iteration 54Q: 3 clusters Score -1240568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1240573.500000 Penalty: 4443.818359
	Iteration 55Q: 3 clusters Score -1240574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1240584.500000 Penalty: 4443.818359
	Iteration 56Q: 3 clusters Score -1240584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1240590.750000 Penalty: 4443.818359
	Iteration 57Q: 3 clusters Score -1240591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1240597.125000 Penalty: 4443.818359
	Iteration 58Q: 3 clusters Score -1240597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1240605.375000 Penalty: 4443.818359
	Iteration 59Q: 3 clusters Score -1240605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1240609.375000 Penalty: 4443.818359
	Iteration 60F: 3 clusters Score -1240609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1240616.375000 Penalty: 4443.818359
	Iteration 61Q: 3 clusters Score -1240616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1240618.375000 Penalty: 4443.818359
	Iteration 62Q: 3 clusters Score -1240618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1240620.500000 Penalty: 4443.818359
	Iteration 63Q: 3 clusters Score -1240620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1240625.250000 Penalty: 4443.818359
	Iteration 64Q: 3 clusters Score -1240625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1240627.625000 Penalty: 4443.818359
	Iteration 65Q: 3 clusters Score -1240628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1240632.750000 Penalty: 4443.818359
	Iteration 66Q: 3 clusters Score -1240633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1240635.125000 Penalty: 4443.818359
	Iteration 67Q: 3 clusters Score -1240635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1240637.875000 Penalty: 4443.818359
	Iteration 68Q: 3 clusters Score -1240638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1240639.625000 Penalty: 4443.818359
	Iteration 69Q: 3 clusters Score -1240640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1240640.750000 Penalty: 4443.818359
	Iteration 70Q: 3 clusters Score -1240641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1240648.125000 Penalty: 4443.818359
	Iteration 71Q: 3 clusters Score -1240648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1240646.750000 Penalty: 4443.818359
	Iteration 72Q: 3 clusters Score -1240647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1240648.500000 Penalty: 4443.818359
	Iteration 73Q: 3 clusters Score -1240648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1240650.000000 Penalty: 4443.818359
	Iteration 74Q: 3 clusters Score -1240650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1240650.000000 Penalty: 4443.818359
	Iteration 75Q: 3 clusters Score -1240650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1240649.500000 Penalty: 4443.818359
	Iteration 76Q: 3 clusters Score -1240650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1240655.875000 Penalty: 4443.818359
	Iteration 77Q: 3 clusters Score -1240656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1240652.250000 Penalty: 4443.818359
	Iteration 78Q: 3 clusters Score -1240652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1240656.000000 Penalty: 4443.818359
	Iteration 79Q: 3 clusters Score -1240656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1240653.000000 Penalty: 4443.818359
	Iteration 80F: 3 clusters Score -1240653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1240657.125000 Penalty: 4443.818359
	Iteration 81Q: 3 clusters Score -1240657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1240656.750000 Penalty: 4443.818359
	Iteration 82Q: 3 clusters Score -1240657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1240656.750000 Penalty: 4443.818359
	Iteration 83F: 3 clusters Score -1240657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Entering Unmasked Estep 
Score: -1417736.875000 Penalty: 2324.959473
	Iteration 0F: 2 clusters Score -1417737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1408933.125000 Penalty: 4649.918945
	Iteration 0F: 3 clusters Score -1408933 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1411734.000000 Penalty: 4649.918945
	Iteration 1F: 3 clusters Score -1411734 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1412329.125000 Penalty: 4649.918945
	Iteration 2F: 3 clusters Score -1412329 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1412799.375000 Penalty: 4649.918945
	Iteration 3F: 3 clusters Score -1412799 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1413238.750000 Penalty: 4649.918945
	Iteration 4F: 3 clusters Score -1413239 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1413685.750000 Penalty: 4649.918945
	Iteration 5F: 3 clusters Score -1413686 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1414156.875000 Penalty: 4649.918945
	Iteration 6F: 3 clusters Score -1414157 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1414619.500000 Penalty: 4649.918945
	Iteration 7F: 3 clusters Score -1414620 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1415053.625000 Penalty: 4649.918945
	Iteration 8Q: 3 clusters Score -1415054 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1415430.000000 Penalty: 4649.918945
	Iteration 9Q: 3 clusters Score -1415430 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1415760.125000 Penalty: 4649.918945
	Iteration 10Q: 3 clusters Score -1415760 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1416016.500000 Penalty: 4649.918945
	Iteration 11Q: 3 clusters Score -1416016 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1416252.625000 Penalty: 4649.918945
	Iteration 12Q: 3 clusters Score -1416253 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1416447.375000 Penalty: 4649.918945
	Iteration 13Q: 3 clusters Score -1416447 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1416603.250000 Penalty: 4649.918945
	Iteration 14Q: 3 clusters Score -1416603 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1416699.500000 Penalty: 4649.918945
	Iteration 15Q: 3 clusters Score -1416700 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1416796.875000 Penalty: 4649.918945
	Iteration 16Q: 3 clusters Score -1416797 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1416864.250000 Penalty: 4649.918945
	Iteration 17Q: 3 clusters Score -1416864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1416916.000000 Penalty: 4649.918945
	Iteration 18Q: 3 clusters Score -1416916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1416951.000000 Penalty: 4649.918945
	Iteration 19Q: 3 clusters Score -1416951 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1416973.625000 Penalty: 4649.918945
	Iteration 20F: 3 clusters Score -1416974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1416995.500000 Penalty: 4649.918945
	Iteration 21Q: 3 clusters Score -1416996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1417014.625000 Penalty: 4649.918945
	Iteration 22Q: 3 clusters Score -1417015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1417027.625000 Penalty: 4649.918945
	Iteration 23Q: 3 clusters Score -1417028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1417039.625000 Penalty: 4649.918945
	Iteration 24Q: 3 clusters Score -1417040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1417050.000000 Penalty: 4649.918945
	Iteration 25Q: 3 clusters Score -1417050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1417052.000000 Penalty: 4649.918945
	Iteration 26Q: 3 clusters Score -1417052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1417056.000000 Penalty: 4649.918945
	Iteration 27Q: 3 clusters Score -1417056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1417057.250000 Penalty: 4649.918945
	Iteration 28Q: 3 clusters Score -1417057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1417057.250000 Penalty: 4649.918945
	Iteration 29Q: 3 clusters Score -1417057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1417060.250000 Penalty: 4649.918945
	Iteration 30Q: 3 clusters Score -1417060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1417065.375000 Penalty: 4649.918945
	Iteration 31Q: 3 clusters Score -1417065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1417067.500000 Penalty: 4649.918945
	Iteration 32Q: 3 clusters Score -1417068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1417071.625000 Penalty: 4649.918945
	Iteration 33Q: 3 clusters Score -1417072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1417076.250000 Penalty: 4649.918945
	Iteration 34Q: 3 clusters Score -1417076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1417084.125000 Penalty: 4649.918945
	Iteration 35Q: 3 clusters Score -1417084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1417086.500000 Penalty: 4649.918945
	Iteration 36Q: 3 clusters Score -1417086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1417087.500000 Penalty: 4649.918945
	Iteration 37Q: 3 clusters Score -1417088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1417084.375000 Penalty: 4649.918945
	Iteration 38Q: 3 clusters Score -1417084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1417084.375000 Penalty: 4649.918945
	Iteration 39F: 3 clusters Score -1417084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -92926.117188 Penalty: 1707.098633
	Iteration 0F: 2 clusters Score -92926.12 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 494 members 
Entering Unmasked Estep 
Score: -91323.078125 Penalty: 3414.197266
	Iteration 0F: 3 clusters Score -91323.08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -92905.570312 Penalty: 3414.197266
	Iteration 1F: 3 clusters Score -92905.57 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -95306.234375 Penalty: 3414.197266
	Iteration 2F: 3 clusters Score -95306.23 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -96765.468750 Penalty: 3414.197266
	Iteration 3F: 3 clusters Score -96765.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97376.929688 Penalty: 3414.197266
	Iteration 4Q: 3 clusters Score -97376.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -97665.210938 Penalty: 3414.197266
	Iteration 5Q: 3 clusters Score -97665.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -97800.429688 Penalty: 3414.197266
	Iteration 6Q: 3 clusters Score -97800.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -97842.242188 Penalty: 3414.197266
	Iteration 7Q: 3 clusters Score -97842.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -97852.117188 Penalty: 3414.197266
	Iteration 8Q: 3 clusters Score -97852.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -97867.687500 Penalty: 3414.197266
	Iteration 9Q: 3 clusters Score -97867.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -97869.437500 Penalty: 3414.197266
	Iteration 10F: 3 clusters Score -97869.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -97884.812500 Penalty: 3414.197266
	Iteration 11Q: 3 clusters Score -97884.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -97884.812500 Penalty: 3414.197266
	Iteration 12F: 3 clusters Score -97884.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 11788 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235074 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 76005 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 137650 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 2084 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 7517 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16574 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 35999 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94629 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41087 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 14409 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 95070 members 
Mstep: Class 36 contains 32418 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 3006 members 
Mstep: Class 39 contains 680 members 
Mstep: Class 40 contains 3598 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 2460 members 
Mstep: Class 43 contains 4339 members 
Mstep: Class 44 contains 3897 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3968 members 
Mstep: Class 47 contains 11871 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 10926 members 
Mstep: Class 50 contains 2980 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 10677 members 
Mstep: Class 53 contains 1923 members 
Mstep: Class 54 contains 4864 members 
Mstep: Class 55 contains 610 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 4032 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14475 members 
Mstep: Class 61 contains 32881 members 
Mstep: Class 62 contains 43319 members 
Mstep: Class 63 contains 92025 members 
Mstep: Class 64 contains 3680 members 
Mstep: Class 65 contains 596 members 
Entering Unmasked Estep 
Score: -154508032.000000 Penalty: 227097.765625
Splitting cluster 4 changes total score from -154504800.000000 to -154508032.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 5 (3097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Entering Unmasked Estep 
Score: -356708.656250 Penalty: 1993.470825
	Iteration 0F: 2 clusters Score -356708.7 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 1579 members 
Entering Unmasked Estep 
Score: -353486.906250 Penalty: 3986.941650
	Iteration 0F: 3 clusters Score -353486.9 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -354465.125000 Penalty: 3986.941650
	Iteration 1F: 3 clusters Score -354465.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -354905.031250 Penalty: 3986.941650
	Iteration 2F: 3 clusters Score -354905 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -355279.000000 Penalty: 3986.941650
	Iteration 3F: 3 clusters Score -355279 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -355555.125000 Penalty: 3986.941650
	Iteration 4F: 3 clusters Score -355555.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -355697.125000 Penalty: 3986.941650
	Iteration 5Q: 3 clusters Score -355697.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -355790.875000 Penalty: 3986.941650
	Iteration 6Q: 3 clusters Score -355790.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -355847.781250 Penalty: 3986.941650
	Iteration 7Q: 3 clusters Score -355847.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -355885.156250 Penalty: 3986.941650
	Iteration 8Q: 3 clusters Score -355885.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -355919.156250 Penalty: 3986.941650
	Iteration 9Q: 3 clusters Score -355919.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -355963.343750 Penalty: 3986.941650
	Iteration 10Q: 3 clusters Score -355963.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -355999.531250 Penalty: 3986.941650
	Iteration 11Q: 3 clusters Score -355999.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -356032.281250 Penalty: 3986.941650
	Iteration 12Q: 3 clusters Score -356032.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -356063.781250 Penalty: 3986.941650
	Iteration 13Q: 3 clusters Score -356063.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -356095.125000 Penalty: 3986.941650
	Iteration 14Q: 3 clusters Score -356095.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -356120.093750 Penalty: 3986.941650
	Iteration 15Q: 3 clusters Score -356120.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -356150.062500 Penalty: 3986.941650
	Iteration 16Q: 3 clusters Score -356150.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -356170.812500 Penalty: 3986.941650
	Iteration 17Q: 3 clusters Score -356170.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -356184.687500 Penalty: 3986.941650
	Iteration 18Q: 3 clusters Score -356184.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -356198.562500 Penalty: 3986.941650
	Iteration 19Q: 3 clusters Score -356198.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -356220.406250 Penalty: 3986.941650
	Iteration 20F: 3 clusters Score -356220.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -356243.312500 Penalty: 3986.941650
	Iteration 21Q: 3 clusters Score -356243.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -356262.562500 Penalty: 3986.941650
	Iteration 22Q: 3 clusters Score -356262.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -356280.718750 Penalty: 3986.941650
	Iteration 23Q: 3 clusters Score -356280.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -356297.718750 Penalty: 3986.941650
	Iteration 24Q: 3 clusters Score -356297.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -356310.437500 Penalty: 3986.941650
	Iteration 25Q: 3 clusters Score -356310.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -356323.656250 Penalty: 3986.941650
	Iteration 26Q: 3 clusters Score -356323.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -356328.250000 Penalty: 3986.941650
	Iteration 27Q: 3 clusters Score -356328.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -356330.156250 Penalty: 3986.941650
	Iteration 28Q: 3 clusters Score -356330.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -356332.093750 Penalty: 3986.941650
	Iteration 29Q: 3 clusters Score -356332.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -356334.468750 Penalty: 3986.941650
	Iteration 30Q: 3 clusters Score -356334.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -356335.062500 Penalty: 3986.941650
	Iteration 31Q: 3 clusters Score -356335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -356335.656250 Penalty: 3986.941650
	Iteration 32Q: 3 clusters Score -356335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -356335.500000 Penalty: 3986.941650
	Iteration 33Q: 3 clusters Score -356335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -356335.500000 Penalty: 3986.941650
	Iteration 34F: 3 clusters Score -356335.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Entering Unmasked Estep 
Score: -1306224.000000 Penalty: 2302.123047
	Iteration 0F: 2 clusters Score -1306224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1298067.750000 Penalty: 4604.246094
	Iteration 0F: 3 clusters Score -1298068 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1300476.875000 Penalty: 4604.246094
	Iteration 1F: 3 clusters Score -1300477 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1300734.125000 Penalty: 4604.246094
	Iteration 2F: 3 clusters Score -1300734 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1300937.625000 Penalty: 4604.246094
	Iteration 3Q: 3 clusters Score -1300938 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1301101.000000 Penalty: 4604.246094
	Iteration 4Q: 3 clusters Score -1301101 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1303275 nChanged 124
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Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1303365 nChanged 97
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Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1303412 nChanged 86
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Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1303456 nChanged 100
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Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3965 members 
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	Iteration 28Q: 3 clusters Score -1303483 nChanged 84
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Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3751 members 
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Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1303542 nChanged 60
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Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1303557 nChanged 68
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Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3567 members 
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	Iteration 34Q: 3 clusters Score -1303576 nChanged 63
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Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3504 members 
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	Iteration 35Q: 3 clusters Score -1303584 nChanged 53
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Mstep: Class 1 contains 7300 members 
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Mstep: Class 1 contains 7360 members 
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	Iteration 37Q: 3 clusters Score -1303610 nChanged 58
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Mstep: Class 1 contains 7418 members 
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Mstep: Class 1 contains 7480 members 
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Mstep: Class 1 contains 7567 members 
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	Iteration 40F: 3 clusters Score -1303675 nChanged 83
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Mstep: Class 1 contains 7646 members 
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	Iteration 41Q: 3 clusters Score -1303698 nChanged 74
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Mstep: Class 1 contains 7716 members 
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	Iteration 42Q: 3 clusters Score -1303718 nChanged 71
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Mstep: Class 1 contains 7787 members 
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	Iteration 43Q: 3 clusters Score -1303736 nChanged 82
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Mstep: Class 1 contains 7869 members 
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Mstep: Class 1 contains 7938 members 
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	Iteration 45Q: 3 clusters Score -1303781 nChanged 75
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Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2740 members 
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Mstep: Class 1 contains 8081 members 
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	Iteration 47Q: 3 clusters Score -1303816 nChanged 69
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Mstep: Class 1 contains 8150 members 
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	Iteration 48Q: 3 clusters Score -1303835 nChanged 68
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Mstep: Class 1 contains 8214 members 
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	Iteration 49Q: 3 clusters Score -1303861 nChanged 70
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Mstep: Class 1 contains 8278 members 
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Mstep: Class 1 contains 8338 members 
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Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2358 members 
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	Iteration 52Q: 3 clusters Score -1303917 nChanged 59
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Mstep: Class 1 contains 8450 members 
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	Iteration 53Q: 3 clusters Score -1303937 nChanged 64
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	Iteration 54Q: 3 clusters Score -1303962 nChanged 67
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Mstep: Class 1 contains 8581 members 
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	Iteration 55Q: 3 clusters Score -1303976 nChanged 67
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Mstep: Class 1 contains 8646 members 
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	Iteration 56Q: 3 clusters Score -1304002 nChanged 55
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Mstep: Class 1 contains 8699 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1304017 nChanged 53
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	Iteration 58Q: 3 clusters Score -1304039 nChanged 55
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Mstep: Class 1 contains 8807 members 
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	Iteration 59Q: 3 clusters Score -1304047 nChanged 44
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Mstep: Class 1 contains 8851 members 
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	Iteration 60F: 3 clusters Score -1304064 nChanged 45
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Mstep: Class 1 contains 8894 members 
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	Iteration 61Q: 3 clusters Score -1304079 nChanged 51
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Mstep: Class 1 contains 8943 members 
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	Iteration 62Q: 3 clusters Score -1304102 nChanged 43
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Mstep: Class 1 contains 8984 members 
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	Iteration 63Q: 3 clusters Score -1304112 nChanged 44
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Mstep: Class 1 contains 9028 members 
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	Iteration 64Q: 3 clusters Score -1304123 nChanged 32
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Mstep: Class 1 contains 9058 members 
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	Iteration 65Q: 3 clusters Score -1304138 nChanged 27
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Mstep: Class 1 contains 9083 members 
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	Iteration 66Q: 3 clusters Score -1304144 nChanged 32
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Mstep: Class 1 contains 9109 members 
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Score: -1304159.000000 Penalty: 4604.246094
	Iteration 67Q: 3 clusters Score -1304159 nChanged 21
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Mstep: Class 1 contains 9128 members 
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	Iteration 68Q: 3 clusters Score -1304163 nChanged 28
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	Iteration 69Q: 3 clusters Score -1304174 nChanged 30
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Mstep: Class 1 contains 9182 members 
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	Iteration 70Q: 3 clusters Score -1304185 nChanged 37
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Mstep: Class 1 contains 9217 members 
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	Iteration 72Q: 3 clusters Score -1304205 nChanged 37
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Mstep: Class 1 contains 9277 members 
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	Iteration 73Q: 3 clusters Score -1304218 nChanged 28
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Mstep: Class 1 contains 9299 members 
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	Iteration 74Q: 3 clusters Score -1304229 nChanged 26
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	Iteration 75Q: 3 clusters Score -1304242 nChanged 29
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	Iteration 76Q: 3 clusters Score -1304251 nChanged 31
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	Iteration 77Q: 3 clusters Score -1304262 nChanged 28
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	Iteration 78Q: 3 clusters Score -1304272 nChanged 28
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	Iteration 79Q: 3 clusters Score -1304282 nChanged 23
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Mstep: Class 2 contains 1293 members 
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	Iteration 80F: 3 clusters Score -1304292 nChanged 23
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Mstep: Class 1 contains 9481 members 
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	Iteration 81Q: 3 clusters Score -1304298 nChanged 10
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	Iteration 82Q: 3 clusters Score -1304303 nChanged 5
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	Iteration 83Q: 3 clusters Score -1304302 nChanged 4
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	Iteration 84Q: 3 clusters Score -1304305 nChanged 6
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	Iteration 85Q: 3 clusters Score -1304307 nChanged 6
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	Iteration 86Q: 3 clusters Score -1304313 nChanged 6
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	Iteration 87Q: 3 clusters Score -1304313 nChanged 4
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	Iteration 88Q: 3 clusters Score -1304315 nChanged 7
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	Iteration 89Q: 3 clusters Score -1304319 nChanged 9
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Mstep: Class 1 contains 9538 members 
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	Iteration 90Q: 3 clusters Score -1304321 nChanged 7
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	Iteration 91Q: 3 clusters Score -1304323 nChanged 4
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	Iteration 92Q: 3 clusters Score -1304325 nChanged 4
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Mstep: Class 1 contains 9549 members 
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	Iteration 93Q: 3 clusters Score -1304325 nChanged 7
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Mstep: Class 1 contains 9556 members 
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	Iteration 94Q: 3 clusters Score -1304329 nChanged 4
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Mstep: Class 1 contains 9560 members 
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	Iteration 95Q: 3 clusters Score -1304332 nChanged 6
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Mstep: Class 1 contains 9564 members 
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	Iteration 96Q: 3 clusters Score -1304333 nChanged 4
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Entering Unmasked Estep 
Score: -1304337.000000 Penalty: 4604.246094
	Iteration 97Q: 3 clusters Score -1304337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1304339.250000 Penalty: 4604.246094
	Iteration 98Q: 3 clusters Score -1304339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1304338.375000 Penalty: 4604.246094
	Iteration 99Q: 3 clusters Score -1304338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1304342.250000 Penalty: 4604.246094
	Iteration 100F: 3 clusters Score -1304342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1304343.500000 Penalty: 4604.246094
	Iteration 101Q: 3 clusters Score -1304344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1304349.250000 Penalty: 4604.246094
	Iteration 102Q: 3 clusters Score -1304349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1304352.375000 Penalty: 4604.246094
	Iteration 103Q: 3 clusters Score -1304352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1304353.000000 Penalty: 4604.246094
	Iteration 104Q: 3 clusters Score -1304353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1304355.375000 Penalty: 4604.246094
	Iteration 105Q: 3 clusters Score -1304355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1304355.000000 Penalty: 4604.246094
	Iteration 106Q: 3 clusters Score -1304355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1304357.000000 Penalty: 4604.246094
	Iteration 107Q: 3 clusters Score -1304357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1304357.750000 Penalty: 4604.246094
	Iteration 108Q: 3 clusters Score -1304358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1304359.750000 Penalty: 4604.246094
	Iteration 109Q: 3 clusters Score -1304360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1304361.375000 Penalty: 4604.246094
	Iteration 110Q: 3 clusters Score -1304361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1304361.375000 Penalty: 4604.246094
	Iteration 111Q: 3 clusters Score -1304361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1304361.375000 Penalty: 4604.246094
	Iteration 112F: 3 clusters Score -1304361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -91929.890625 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -91929.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90334.203125 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -90334.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90665.578125 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -90665.58 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90902.406250 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -90902.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -91037.289062 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -91037.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91232.226562 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -91232.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91409.156250 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -91409.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91473.085938 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -91473.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91492.976562 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -91492.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91495.703125 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -91495.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91501.835938 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -91501.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -91503.390625 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -91503.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -91505.289062 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -91505.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91504.125000 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -91504.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -91508.554688 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -91508.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -91512.296875 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -91512.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -91512.296875 Penalty: 3184.317383
	Iteration 15F: 3 clusters Score -91512.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -283852.687500 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -283852.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -280946.187500 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -280946.2 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -281696.625000 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -281696.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -282074.625000 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -282074.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -282468.875000 Penalty: 3869.489990
	Iteration 3F: 3 clusters Score -282468.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -282897.375000 Penalty: 3869.489990
	Iteration 4F: 3 clusters Score -282897.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -283202.218750 Penalty: 3869.489990
	Iteration 5F: 3 clusters Score -283202.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -283383.031250 Penalty: 3869.489990
	Iteration 6F: 3 clusters Score -283383 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -283456.375000 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -283456.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -283488.593750 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -283488.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -283511.218750 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -283511.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -283521.375000 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -283521.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -283526.031250 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -283526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -283528.312500 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -283528.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -283529.281250 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -283529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -283530.906250 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -283530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -283530.906250 Penalty: 3869.489990
	Iteration 15F: 3 clusters Score -283530.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Entering Unmasked Estep 
Score: -627128.562500 Penalty: 2128.393311
	Iteration 0F: 2 clusters Score -627128.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -622411.312500 Penalty: 4256.786621
	Iteration 0F: 3 clusters Score -622411.3 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -623681.312500 Penalty: 4256.786621
	Iteration 1F: 3 clusters Score -623681.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -623989.500000 Penalty: 4256.786621
	Iteration 2F: 3 clusters Score -623989.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -624203.312500 Penalty: 4256.786621
	Iteration 3F: 3 clusters Score -624203.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -624401.375000 Penalty: 4256.786621
	Iteration 4Q: 3 clusters Score -624401.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -624588.625000 Penalty: 4256.786621
	Iteration 5Q: 3 clusters Score -624588.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -624774.187500 Penalty: 4256.786621
	Iteration 6Q: 3 clusters Score -624774.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -624944.312500 Penalty: 4256.786621
	Iteration 7Q: 3 clusters Score -624944.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -625089.750000 Penalty: 4256.786621
	Iteration 8Q: 3 clusters Score -625089.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -625217.000000 Penalty: 4256.786621
	Iteration 9Q: 3 clusters Score -625217 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -625328.250000 Penalty: 4256.786621
	Iteration 10Q: 3 clusters Score -625328.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -625403.625000 Penalty: 4256.786621
	Iteration 11Q: 3 clusters Score -625403.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -625459.125000 Penalty: 4256.786621
	Iteration 12Q: 3 clusters Score -625459.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -625500.437500 Penalty: 4256.786621
	Iteration 13Q: 3 clusters Score -625500.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -625533.750000 Penalty: 4256.786621
	Iteration 14Q: 3 clusters Score -625533.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -625561.000000 Penalty: 4256.786621
	Iteration 15Q: 3 clusters Score -625561 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -625588.250000 Penalty: 4256.786621
	Iteration 16Q: 3 clusters Score -625588.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -625601.750000 Penalty: 4256.786621
	Iteration 17Q: 3 clusters Score -625601.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -625615.250000 Penalty: 4256.786621
	Iteration 18Q: 3 clusters Score -625615.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -625626.500000 Penalty: 4256.786621
	Iteration 19Q: 3 clusters Score -625626.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -625634.562500 Penalty: 4256.786621
	Iteration 20F: 3 clusters Score -625634.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -625640.937500 Penalty: 4256.786621
	Iteration 21Q: 3 clusters Score -625640.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -625644.187500 Penalty: 4256.786621
	Iteration 22Q: 3 clusters Score -625644.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -625648.125000 Penalty: 4256.786621
	Iteration 23Q: 3 clusters Score -625648.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -625650.437500 Penalty: 4256.786621
	Iteration 24Q: 3 clusters Score -625650.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -625654.437500 Penalty: 4256.786621
	Iteration 25Q: 3 clusters Score -625654.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -625657.687500 Penalty: 4256.786621
	Iteration 26Q: 3 clusters Score -625657.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -625662.687500 Penalty: 4256.786621
	Iteration 27Q: 3 clusters Score -625662.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -625670.250000 Penalty: 4256.786621
	Iteration 28Q: 3 clusters Score -625670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -625671.062500 Penalty: 4256.786621
	Iteration 29Q: 3 clusters Score -625671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -625673.375000 Penalty: 4256.786621
	Iteration 30Q: 3 clusters Score -625673.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -625674.687500 Penalty: 4256.786621
	Iteration 31Q: 3 clusters Score -625674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -625675.875000 Penalty: 4256.786621
	Iteration 32Q: 3 clusters Score -625675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -625674.437500 Penalty: 4256.786621
	Iteration 33Q: 3 clusters Score -625674.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -625676.500000 Penalty: 4256.786621
	Iteration 34Q: 3 clusters Score -625676.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -625676.750000 Penalty: 4256.786621
	Iteration 35Q: 3 clusters Score -625676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -625677.937500 Penalty: 4256.786621
	Iteration 36Q: 3 clusters Score -625677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -625678.875000 Penalty: 4256.786621
	Iteration 37Q: 3 clusters Score -625678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -625679.687500 Penalty: 4256.786621
	Iteration 38Q: 3 clusters Score -625679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -625678.750000 Penalty: 4256.786621
	Iteration 39Q: 3 clusters Score -625678.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -625678.750000 Penalty: 4256.786621
	Iteration 40F: 3 clusters Score -625678.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Entering Unmasked Estep 
Score: -386477.218750 Penalty: 2010.116333
	Iteration 0F: 2 clusters Score -386477.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -383082.187500 Penalty: 4020.232666
	Iteration 0F: 3 clusters Score -383082.2 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -383808.500000 Penalty: 4020.232666
	Iteration 1F: 3 clusters Score -383808.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -384128.656250 Penalty: 4020.232666
	Iteration 2F: 3 clusters Score -384128.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -384428.156250 Penalty: 4020.232666
	Iteration 3F: 3 clusters Score -384428.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -384668.343750 Penalty: 4020.232666
	Iteration 4F: 3 clusters Score -384668.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -384905.875000 Penalty: 4020.232666
	Iteration 5F: 3 clusters Score -384905.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -385130.781250 Penalty: 4020.232666
	Iteration 6F: 3 clusters Score -385130.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -385367.812500 Penalty: 4020.232666
	Iteration 7F: 3 clusters Score -385367.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -385582.250000 Penalty: 4020.232666
	Iteration 8Q: 3 clusters Score -385582.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -385748.500000 Penalty: 4020.232666
	Iteration 9Q: 3 clusters Score -385748.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -385867.031250 Penalty: 4020.232666
	Iteration 10Q: 3 clusters Score -385867 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -385943.562500 Penalty: 4020.232666
	Iteration 11Q: 3 clusters Score -385943.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -386006.906250 Penalty: 4020.232666
	Iteration 12Q: 3 clusters Score -386006.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -386060.812500 Penalty: 4020.232666
	Iteration 13Q: 3 clusters Score -386060.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -386114.812500 Penalty: 4020.232666
	Iteration 14Q: 3 clusters Score -386114.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -386161.343750 Penalty: 4020.232666
	Iteration 15Q: 3 clusters Score -386161.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -386205.281250 Penalty: 4020.232666
	Iteration 16Q: 3 clusters Score -386205.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -386241.312500 Penalty: 4020.232666
	Iteration 17Q: 3 clusters Score -386241.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -386255.312500 Penalty: 4020.232666
	Iteration 18Q: 3 clusters Score -386255.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -386257.843750 Penalty: 4020.232666
	Iteration 19Q: 3 clusters Score -386257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -386259.843750 Penalty: 4020.232666
	Iteration 20F: 3 clusters Score -386259.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (235074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235074 members 
Entering Unmasked Estep 
Score: -28759464.000000 Penalty: 3067.178711
	Iteration 0F: 2 clusters Score -2.875946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117305 members 
Mstep: Class 2 contains 117769 members 
Entering Unmasked Estep 
Score: -28614024.000000 Penalty: 6134.357422
	Iteration 0F: 3 clusters Score -2.861402e+07 nChanged 113533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112756 members 
Mstep: Class 2 contains 122318 members 
Entering Unmasked Estep 
Score: -28681750.000000 Penalty: 6134.357422
	Iteration 1F: 3 clusters Score -2.868175e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110166 members 
Mstep: Class 2 contains 124908 members 
Entering Unmasked Estep 
Score: -28683422.000000 Penalty: 6134.357422
	Iteration 2Q: 3 clusters Score -2.868342e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106511 members 
Mstep: Class 2 contains 128563 members 
Entering Unmasked Estep 
Score: -28686060.000000 Penalty: 6134.357422
	Iteration 3Q: 3 clusters Score -2.868606e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101478 members 
Mstep: Class 2 contains 133596 members 
Entering Unmasked Estep 
Score: -28689652.000000 Penalty: 6134.357422
	Iteration 4Q: 3 clusters Score -2.868965e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94900 members 
Mstep: Class 2 contains 140174 members 
Entering Unmasked Estep 
Score: -28694216.000000 Penalty: 6134.357422
	Iteration 5Q: 3 clusters Score -2.869422e+07 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 148481 members 
Entering Unmasked Estep 
Score: -28700382.000000 Penalty: 6134.357422
	Iteration 6Q: 3 clusters Score -2.870038e+07 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 158314 members 
Entering Unmasked Estep 
Score: -28708574.000000 Penalty: 6134.357422
	Iteration 7F: 3 clusters Score -2.870857e+07 nChanged 13736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 169026 members 
Entering Unmasked Estep 
Score: -28717870.000000 Penalty: 6134.357422
	Iteration 8F: 3 clusters Score -2.871787e+07 nChanged 13181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 179515 members 
Entering Unmasked Estep 
Score: -28727446.000000 Penalty: 6134.357422
	Iteration 9F: 3 clusters Score -2.872745e+07 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 189004 members 
Entering Unmasked Estep 
Score: -28734956.000000 Penalty: 6134.357422
	Iteration 10Q: 3 clusters Score -2.873496e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 197063 members 
Entering Unmasked Estep 
Score: -28740634.000000 Penalty: 6134.357422
	Iteration 11Q: 3 clusters Score -2.874063e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 203866 members 
Entering Unmasked Estep 
Score: -28744960.000000 Penalty: 6134.357422
	Iteration 12Q: 3 clusters Score -2.874496e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 209319 members 
Entering Unmasked Estep 
Score: -28748312.000000 Penalty: 6134.357422
	Iteration 13Q: 3 clusters Score -2.874831e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 213480 members 
Entering Unmasked Estep 
Score: -28751116.000000 Penalty: 6134.357422
	Iteration 14Q: 3 clusters Score -2.875112e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 216442 members 
Entering Unmasked Estep 
Score: -28753112.000000 Penalty: 6134.357422
	Iteration 15Q: 3 clusters Score -2.875311e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 218536 members 
Entering Unmasked Estep 
Score: -28754506.000000 Penalty: 6134.357422
	Iteration 16Q: 3 clusters Score -2.875451e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 220010 members 
Entering Unmasked Estep 
Score: -28755352.000000 Penalty: 6134.357422
	Iteration 17Q: 3 clusters Score -2.875535e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 221077 members 
Entering Unmasked Estep 
Score: -28755974.000000 Penalty: 6134.357422
	Iteration 18Q: 3 clusters Score -2.875597e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 221864 members 
Entering Unmasked Estep 
Score: -28756480.000000 Penalty: 6134.357422
	Iteration 19Q: 3 clusters Score -2.875648e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 222463 members 
Entering Unmasked Estep 
Score: -28756764.000000 Penalty: 6134.357422
	Iteration 20F: 3 clusters Score -2.875676e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 222952 members 
Entering Unmasked Estep 
Score: -28757144.000000 Penalty: 6134.357422
	Iteration 21Q: 3 clusters Score -2.875714e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 223321 members 
Entering Unmasked Estep 
Score: -28757256.000000 Penalty: 6134.357422
	Iteration 22Q: 3 clusters Score -2.875726e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 223576 members 
Entering Unmasked Estep 
Score: -28757422.000000 Penalty: 6134.357422
	Iteration 23Q: 3 clusters Score -2.875742e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 223807 members 
Entering Unmasked Estep 
Score: -28757556.000000 Penalty: 6134.357422
	Iteration 24Q: 3 clusters Score -2.875756e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 224011 members 
Entering Unmasked Estep 
Score: -28757732.000000 Penalty: 6134.357422
	Iteration 25Q: 3 clusters Score -2.875773e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 224175 members 
Entering Unmasked Estep 
Score: -28757828.000000 Penalty: 6134.357422
	Iteration 26Q: 3 clusters Score -2.875783e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 224293 members 
Entering Unmasked Estep 
Score: -28757906.000000 Penalty: 6134.357422
	Iteration 27Q: 3 clusters Score -2.875791e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 224401 members 
Entering Unmasked Estep 
Score: -28758088.000000 Penalty: 6134.357422
	Iteration 28Q: 3 clusters Score -2.875809e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 224495 members 
Entering Unmasked Estep 
Score: -28758246.000000 Penalty: 6134.357422
	Iteration 29Q: 3 clusters Score -2.875825e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 224608 members 
Entering Unmasked Estep 
Score: -28758310.000000 Penalty: 6134.357422
	Iteration 30Q: 3 clusters Score -2.875831e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 224719 members 
Entering Unmasked Estep 
Score: -28758352.000000 Penalty: 6134.357422
	Iteration 31Q: 3 clusters Score -2.875835e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 224831 members 
Entering Unmasked Estep 
Score: -28758450.000000 Penalty: 6134.357422
	Iteration 32Q: 3 clusters Score -2.875845e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 224940 members 
Entering Unmasked Estep 
Score: -28758600.000000 Penalty: 6134.357422
	Iteration 33Q: 3 clusters Score -2.87586e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 225014 members 
Entering Unmasked Estep 
Score: -28758688.000000 Penalty: 6134.357422
	Iteration 34Q: 3 clusters Score -2.875869e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 225078 members 
Entering Unmasked Estep 
Score: -28758740.000000 Penalty: 6134.357422
	Iteration 35Q: 3 clusters Score -2.875874e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 225121 members 
Entering Unmasked Estep 
Score: -28758802.000000 Penalty: 6134.357422
	Iteration 36Q: 3 clusters Score -2.87588e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 225168 members 
Entering Unmasked Estep 
Score: -28758872.000000 Penalty: 6134.357422
	Iteration 37Q: 3 clusters Score -2.875887e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 225205 members 
Entering Unmasked Estep 
Score: -28758954.000000 Penalty: 6134.357422
	Iteration 38Q: 3 clusters Score -2.875895e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 225259 members 
Entering Unmasked Estep 
Score: -28758992.000000 Penalty: 6134.357422
	Iteration 39Q: 3 clusters Score -2.875899e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 225314 members 
Entering Unmasked Estep 
Score: -28758998.000000 Penalty: 6134.357422
	Iteration 40F: 3 clusters Score -2.8759e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 225365 members 
Entering Unmasked Estep 
Score: -28759026.000000 Penalty: 6134.357422
	Iteration 41Q: 3 clusters Score -2.875903e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 225395 members 
Entering Unmasked Estep 
Score: -28759054.000000 Penalty: 6134.357422
	Iteration 42Q: 3 clusters Score -2.875905e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 225431 members 
Entering Unmasked Estep 
Score: -28759084.000000 Penalty: 6134.357422
	Iteration 43Q: 3 clusters Score -2.875908e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 225449 members 
Entering Unmasked Estep 
Score: -28759082.000000 Penalty: 6134.357422
	Iteration 44Q: 3 clusters Score -2.875908e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 225464 members 
Entering Unmasked Estep 
Score: -28759112.000000 Penalty: 6134.357422
	Iteration 45Q: 3 clusters Score -2.875911e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 225468 members 
Entering Unmasked Estep 
Score: -28759148.000000 Penalty: 6134.357422
	Iteration 46Q: 3 clusters Score -2.875915e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 225487 members 
Entering Unmasked Estep 
Score: -28759150.000000 Penalty: 6134.357422
	Iteration 47Q: 3 clusters Score -2.875915e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 225523 members 
Entering Unmasked Estep 
Score: -28759146.000000 Penalty: 6134.357422
	Iteration 48Q: 3 clusters Score -2.875915e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 225541 members 
Entering Unmasked Estep 
Score: -28759168.000000 Penalty: 6134.357422
	Iteration 49Q: 3 clusters Score -2.875917e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 225567 members 
Entering Unmasked Estep 
Score: -28759134.000000 Penalty: 6134.357422
	Iteration 50Q: 3 clusters Score -2.875913e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 225582 members 
Entering Unmasked Estep 
Score: -28759134.000000 Penalty: 6134.357422
	Iteration 51Q: 3 clusters Score -2.875913e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 225600 members 
Entering Unmasked Estep 
Score: -28759152.000000 Penalty: 6134.357422
	Iteration 52Q: 3 clusters Score -2.875915e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 225622 members 
Entering Unmasked Estep 
Score: -28759180.000000 Penalty: 6134.357422
	Iteration 53Q: 3 clusters Score -2.875918e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 225634 members 
Entering Unmasked Estep 
Score: -28759186.000000 Penalty: 6134.357422
	Iteration 54Q: 3 clusters Score -2.875919e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 225642 members 
Entering Unmasked Estep 
Score: -28759196.000000 Penalty: 6134.357422
	Iteration 55Q: 3 clusters Score -2.87592e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 225644 members 
Entering Unmasked Estep 
Score: -28759224.000000 Penalty: 6134.357422
	Iteration 56Q: 3 clusters Score -2.875922e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 225646 members 
Entering Unmasked Estep 
Score: -28759214.000000 Penalty: 6134.357422
	Iteration 57Q: 3 clusters Score -2.875921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 225643 members 
Entering Unmasked Estep 
Score: -28759220.000000 Penalty: 6134.357422
	Iteration 58Q: 3 clusters Score -2.875922e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 225640 members 
Entering Unmasked Estep 
Score: -28759214.000000 Penalty: 6134.357422
	Iteration 59Q: 3 clusters Score -2.875921e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 225641 members 
Entering Unmasked Estep 
Score: -28759236.000000 Penalty: 6134.357422
	Iteration 60F: 3 clusters Score -2.875924e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 225645 members 
Entering Unmasked Estep 
Score: -28759232.000000 Penalty: 6134.357422
	Iteration 61Q: 3 clusters Score -2.875923e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 225643 members 
Entering Unmasked Estep 
Score: -28759206.000000 Penalty: 6134.357422
	Iteration 62Q: 3 clusters Score -2.875921e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 225647 members 
Entering Unmasked Estep 
Score: -28759218.000000 Penalty: 6134.357422
	Iteration 63Q: 3 clusters Score -2.875922e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 225647 members 
Entering Unmasked Estep 
Score: -28759280.000000 Penalty: 6134.357422
	Iteration 64Q: 3 clusters Score -2.875928e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 225647 members 
Entering Unmasked Estep 
Score: -28759274.000000 Penalty: 6134.357422
	Iteration 65Q: 3 clusters Score -2.875927e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 225657 members 
Entering Unmasked Estep 
Score: -28759288.000000 Penalty: 6134.357422
	Iteration 66Q: 3 clusters Score -2.875929e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 225664 members 
Entering Unmasked Estep 
Score: -28759294.000000 Penalty: 6134.357422
	Iteration 67Q: 3 clusters Score -2.875929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 225659 members 
Entering Unmasked Estep 
Score: -28759294.000000 Penalty: 6134.357422
	Iteration 68Q: 3 clusters Score -2.875929e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 225661 members 
Entering Unmasked Estep 
Score: -28759296.000000 Penalty: 6134.357422
	Iteration 69Q: 3 clusters Score -2.87593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 225669 members 
Entering Unmasked Estep 
Score: -28759302.000000 Penalty: 6134.357422
	Iteration 70Q: 3 clusters Score -2.87593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 225673 members 
Entering Unmasked Estep 
Score: -28759302.000000 Penalty: 6134.357422
	Iteration 71Q: 3 clusters Score -2.87593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 225675 members 
Entering Unmasked Estep 
Score: -28759294.000000 Penalty: 6134.357422
	Iteration 72Q: 3 clusters Score -2.875929e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 225679 members 
Entering Unmasked Estep 
Score: -28759320.000000 Penalty: 6134.357422
	Iteration 73Q: 3 clusters Score -2.875932e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 225684 members 
Entering Unmasked Estep 
Score: -28759292.000000 Penalty: 6134.357422
	Iteration 74Q: 3 clusters Score -2.875929e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 225692 members 
Entering Unmasked Estep 
Score: -28759290.000000 Penalty: 6134.357422
	Iteration 75Q: 3 clusters Score -2.875929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 225697 members 
Entering Unmasked Estep 
Score: -28759326.000000 Penalty: 6134.357422
	Iteration 76Q: 3 clusters Score -2.875933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 225701 members 
Entering Unmasked Estep 
Score: -28759310.000000 Penalty: 6134.357422
	Iteration 77Q: 3 clusters Score -2.875931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 225703 members 
Entering Unmasked Estep 
Score: -28759300.000000 Penalty: 6134.357422
	Iteration 78Q: 3 clusters Score -2.87593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 225703 members 
Entering Unmasked Estep 
Score: -28759300.000000 Penalty: 6134.357422
	Iteration 79Q: 3 clusters Score -2.87593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 225708 members 
Entering Unmasked Estep 
Score: -28759284.000000 Penalty: 6134.357422
	Iteration 80F: 3 clusters Score -2.875928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 225706 members 
Entering Unmasked Estep 
Score: -28759286.000000 Penalty: 6134.357422
	Iteration 81Q: 3 clusters Score -2.875929e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 225705 members 
Entering Unmasked Estep 
Score: -28759280.000000 Penalty: 6134.357422
	Iteration 82Q: 3 clusters Score -2.875928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 225701 members 
Entering Unmasked Estep 
Score: -28759298.000000 Penalty: 6134.357422
	Iteration 83Q: 3 clusters Score -2.87593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 225699 members 
Entering Unmasked Estep 
Score: -28759302.000000 Penalty: 6134.357422
	Iteration 84Q: 3 clusters Score -2.87593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 225697 members 
Entering Unmasked Estep 
Score: -28759320.000000 Penalty: 6134.357422
	Iteration 85Q: 3 clusters Score -2.875932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 225693 members 
Entering Unmasked Estep 
Score: -28759312.000000 Penalty: 6134.357422
	Iteration 86Q: 3 clusters Score -2.875931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 225693 members 
Entering Unmasked Estep 
Score: -28759320.000000 Penalty: 6134.357422
	Iteration 87Q: 3 clusters Score -2.875932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 225693 members 
Entering Unmasked Estep 
Score: -28759326.000000 Penalty: 6134.357422
	Iteration 88Q: 3 clusters Score -2.875933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 225696 members 
Entering Unmasked Estep 
Score: -28759320.000000 Penalty: 6134.357422
	Iteration 89Q: 3 clusters Score -2.875932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 225697 members 
Entering Unmasked Estep 
Score: -28759342.000000 Penalty: 6134.357422
	Iteration 90Q: 3 clusters Score -2.875934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 225696 members 
Entering Unmasked Estep 
Score: -28759342.000000 Penalty: 6134.357422
	Iteration 91Q: 3 clusters Score -2.875934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 225698 members 
Entering Unmasked Estep 
Score: -28759326.000000 Penalty: 6134.357422
	Iteration 92Q: 3 clusters Score -2.875933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 225698 members 
Entering Unmasked Estep 
Score: -28759326.000000 Penalty: 6134.357422
	Iteration 93F: 3 clusters Score -2.875933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Entering Unmasked Estep 
Score: -1434285.000000 Penalty: 2337.271973
	Iteration 0F: 2 clusters Score -1434285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1425192.625000 Penalty: 4674.543945
	Iteration 0F: 3 clusters Score -1425193 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1428127.375000 Penalty: 4674.543945
	Iteration 1F: 3 clusters Score -1428127 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1428897.750000 Penalty: 4674.543945
	Iteration 2F: 3 clusters Score -1428898 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1429620.500000 Penalty: 4674.543945
	Iteration 3F: 3 clusters Score -1429620 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1430377.625000 Penalty: 4674.543945
	Iteration 4F: 3 clusters Score -1430378 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1431261.875000 Penalty: 4674.543945
	Iteration 5F: 3 clusters Score -1431262 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1432155.500000 Penalty: 4674.543945
	Iteration 6F: 3 clusters Score -1432156 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1432966.875000 Penalty: 4674.543945
	Iteration 7F: 3 clusters Score -1432967 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1433521.250000 Penalty: 4674.543945
	Iteration 8F: 3 clusters Score -1433521 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1433816.750000 Penalty: 4674.543945
	Iteration 9Q: 3 clusters Score -1433817 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1433977.500000 Penalty: 4674.543945
	Iteration 10Q: 3 clusters Score -1433978 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1434058.000000 Penalty: 4674.543945
	Iteration 11Q: 3 clusters Score -1434058 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1434100.250000 Penalty: 4674.543945
	Iteration 12Q: 3 clusters Score -1434100 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1434128.250000 Penalty: 4674.543945
	Iteration 13Q: 3 clusters Score -1434128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1434145.625000 Penalty: 4674.543945
	Iteration 14Q: 3 clusters Score -1434146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1434158.375000 Penalty: 4674.543945
	Iteration 15Q: 3 clusters Score -1434158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1434162.625000 Penalty: 4674.543945
	Iteration 16Q: 3 clusters Score -1434163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1434169.875000 Penalty: 4674.543945
	Iteration 17Q: 3 clusters Score -1434170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1434175.000000 Penalty: 4674.543945
	Iteration 18Q: 3 clusters Score -1434175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1434179.500000 Penalty: 4674.543945
	Iteration 19Q: 3 clusters Score -1434180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1434179.500000 Penalty: 4674.543945
	Iteration 20F: 3 clusters Score -1434180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1434187.375000 Penalty: 4674.543945
	Iteration 21Q: 3 clusters Score -1434187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1434188.125000 Penalty: 4674.543945
	Iteration 22Q: 3 clusters Score -1434188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1434197.125000 Penalty: 4674.543945
	Iteration 23Q: 3 clusters Score -1434197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1434200.125000 Penalty: 4674.543945
	Iteration 24Q: 3 clusters Score -1434200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1434197.000000 Penalty: 4674.543945
	Iteration 25Q: 3 clusters Score -1434197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1434200.250000 Penalty: 4674.543945
	Iteration 26Q: 3 clusters Score -1434200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1434206.000000 Penalty: 4674.543945
	Iteration 27Q: 3 clusters Score -1434206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1434204.875000 Penalty: 4674.543945
	Iteration 28Q: 3 clusters Score -1434205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1434206.500000 Penalty: 4674.543945
	Iteration 29Q: 3 clusters Score -1434206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1434211.250000 Penalty: 4674.543945
	Iteration 30Q: 3 clusters Score -1434211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1434213.625000 Penalty: 4674.543945
	Iteration 31Q: 3 clusters Score -1434214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1434211.125000 Penalty: 4674.543945
	Iteration 32Q: 3 clusters Score -1434211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1434210.250000 Penalty: 4674.543945
	Iteration 33Q: 3 clusters Score -1434210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1434210.125000 Penalty: 4674.543945
	Iteration 34Q: 3 clusters Score -1434210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1434209.875000 Penalty: 4674.543945
	Iteration 35Q: 3 clusters Score -1434210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1434212.875000 Penalty: 4674.543945
	Iteration 36Q: 3 clusters Score -1434213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1434212.500000 Penalty: 4674.543945
	Iteration 37Q: 3 clusters Score -1434212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1434215.000000 Penalty: 4674.543945
	Iteration 38Q: 3 clusters Score -1434215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1434217.125000 Penalty: 4674.543945
	Iteration 39Q: 3 clusters Score -1434217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1434214.250000 Penalty: 4674.543945
	Iteration 40F: 3 clusters Score -1434214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1434217.000000 Penalty: 4674.543945
	Iteration 41Q: 3 clusters Score -1434217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1434217.000000 Penalty: 4674.543945
	Iteration 42F: 3 clusters Score -1434217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Entering Unmasked Estep 
Score: -667949.937500 Penalty: 2137.742676
	Iteration 0F: 2 clusters Score -667949.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -663068.187500 Penalty: 4275.485352
	Iteration 0F: 3 clusters Score -663068.2 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -664232.750000 Penalty: 4275.485352
	Iteration 1F: 3 clusters Score -664232.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -664482.437500 Penalty: 4275.485352
	Iteration 2F: 3 clusters Score -664482.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -664677.625000 Penalty: 4275.485352
	Iteration 3F: 3 clusters Score -664677.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -664877.437500 Penalty: 4275.485352
	Iteration 4F: 3 clusters Score -664877.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -665055.562500 Penalty: 4275.485352
	Iteration 5Q: 3 clusters Score -665055.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -665212.062500 Penalty: 4275.485352
	Iteration 6Q: 3 clusters Score -665212.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -665395.250000 Penalty: 4275.485352
	Iteration 7Q: 3 clusters Score -665395.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -665546.812500 Penalty: 4275.485352
	Iteration 8Q: 3 clusters Score -665546.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -665665.375000 Penalty: 4275.485352
	Iteration 9Q: 3 clusters Score -665665.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -665761.437500 Penalty: 4275.485352
	Iteration 10Q: 3 clusters Score -665761.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -665844.000000 Penalty: 4275.485352
	Iteration 11Q: 3 clusters Score -665844 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -665904.062500 Penalty: 4275.485352
	Iteration 12Q: 3 clusters Score -665904.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -665956.875000 Penalty: 4275.485352
	Iteration 13Q: 3 clusters Score -665956.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -665988.812500 Penalty: 4275.485352
	Iteration 14Q: 3 clusters Score -665988.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -666008.187500 Penalty: 4275.485352
	Iteration 15Q: 3 clusters Score -666008.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -666023.125000 Penalty: 4275.485352
	Iteration 16Q: 3 clusters Score -666023.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -666033.375000 Penalty: 4275.485352
	Iteration 17Q: 3 clusters Score -666033.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -666038.875000 Penalty: 4275.485352
	Iteration 18Q: 3 clusters Score -666038.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -666045.500000 Penalty: 4275.485352
	Iteration 19Q: 3 clusters Score -666045.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -666049.562500 Penalty: 4275.485352
	Iteration 20F: 3 clusters Score -666049.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -666054.687500 Penalty: 4275.485352
	Iteration 21Q: 3 clusters Score -666054.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -666061.750000 Penalty: 4275.485352
	Iteration 22Q: 3 clusters Score -666061.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -666067.625000 Penalty: 4275.485352
	Iteration 23Q: 3 clusters Score -666067.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -666073.125000 Penalty: 4275.485352
	Iteration 24Q: 3 clusters Score -666073.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -666077.562500 Penalty: 4275.485352
	Iteration 25Q: 3 clusters Score -666077.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -666086.937500 Penalty: 4275.485352
	Iteration 26Q: 3 clusters Score -666086.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -666096.062500 Penalty: 4275.485352
	Iteration 27Q: 3 clusters Score -666096.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -666103.437500 Penalty: 4275.485352
	Iteration 28Q: 3 clusters Score -666103.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -666114.625000 Penalty: 4275.485352
	Iteration 29Q: 3 clusters Score -666114.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -666126.750000 Penalty: 4275.485352
	Iteration 30Q: 3 clusters Score -666126.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -666133.750000 Penalty: 4275.485352
	Iteration 31Q: 3 clusters Score -666133.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -666143.375000 Penalty: 4275.485352
	Iteration 32Q: 3 clusters Score -666143.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -666155.687500 Penalty: 4275.485352
	Iteration 33Q: 3 clusters Score -666155.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -666168.500000 Penalty: 4275.485352
	Iteration 34Q: 3 clusters Score -666168.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -666178.750000 Penalty: 4275.485352
	Iteration 35Q: 3 clusters Score -666178.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -666196.500000 Penalty: 4275.485352
	Iteration 36Q: 3 clusters Score -666196.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -666220.187500 Penalty: 4275.485352
	Iteration 37Q: 3 clusters Score -666220.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -666249.687500 Penalty: 4275.485352
	Iteration 38Q: 3 clusters Score -666249.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -666300.187500 Penalty: 4275.485352
	Iteration 39Q: 3 clusters Score -666300.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -666370.250000 Penalty: 4275.485352
	Iteration 40F: 3 clusters Score -666370.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -666461.375000 Penalty: 4275.485352
	Iteration 41Q: 3 clusters Score -666461.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -666597.500000 Penalty: 4275.485352
	Iteration 42Q: 3 clusters Score -666597.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -666766.500000 Penalty: 4275.485352
	Iteration 43Q: 3 clusters Score -666766.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -666921.375000 Penalty: 4275.485352
	Iteration 44Q: 3 clusters Score -666921.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -667030.875000 Penalty: 4275.485352
	Iteration 45Q: 3 clusters Score -667030.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -667071.437500 Penalty: 4275.485352
	Iteration 46Q: 3 clusters Score -667071.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -667090.750000 Penalty: 4275.485352
	Iteration 47Q: 3 clusters Score -667090.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -667102.750000 Penalty: 4275.485352
	Iteration 48Q: 3 clusters Score -667102.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -667108.687500 Penalty: 4275.485352
	Iteration 49Q: 3 clusters Score -667108.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -667113.312500 Penalty: 4275.485352
	Iteration 50Q: 3 clusters Score -667113.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -667118.375000 Penalty: 4275.485352
	Iteration 51Q: 3 clusters Score -667118.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -667119.750000 Penalty: 4275.485352
	Iteration 52Q: 3 clusters Score -667119.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -667121.375000 Penalty: 4275.485352
	Iteration 53Q: 3 clusters Score -667121.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -667123.000000 Penalty: 4275.485352
	Iteration 54Q: 3 clusters Score -667123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -667122.625000 Penalty: 4275.485352
	Iteration 55Q: 3 clusters Score -667122.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -667122.625000 Penalty: 4275.485352
	Iteration 56F: 3 clusters Score -667122.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (76005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Entering Unmasked Estep 
Score: -8523590.000000 Penalty: 2787.161377
	Iteration 0F: 2 clusters Score -8523590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -8472624.000000 Penalty: 5574.322754
	Iteration 0F: 3 clusters Score -8472624 nChanged 35474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -8492792.000000 Penalty: 5574.322754
	Iteration 1F: 3 clusters Score -8492792 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -8494002.000000 Penalty: 5574.322754
	Iteration 2Q: 3 clusters Score -8494002 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -8495646.000000 Penalty: 5574.322754
	Iteration 3Q: 3 clusters Score -8495646 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -8497565.000000 Penalty: 5574.322754
	Iteration 4F: 3 clusters Score -8497565 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -8499750.000000 Penalty: 5574.322754
	Iteration 5F: 3 clusters Score -8499750 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -8502265.000000 Penalty: 5574.322754
	Iteration 6F: 3 clusters Score -8502265 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -8504852.000000 Penalty: 5574.322754
	Iteration 7F: 3 clusters Score -8504852 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -8507385.000000 Penalty: 5574.322754
	Iteration 8F: 3 clusters Score -8507385 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -8509840.000000 Penalty: 5574.322754
	Iteration 9F: 3 clusters Score -8509840 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -8512245.000000 Penalty: 5574.322754
	Iteration 10Q: 3 clusters Score -8512245 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -8514434.000000 Penalty: 5574.322754
	Iteration 11Q: 3 clusters Score -8514434 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -8516184.000000 Penalty: 5574.322754
	Iteration 12Q: 3 clusters Score -8516184 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -8517680.000000 Penalty: 5574.322754
	Iteration 13Q: 3 clusters Score -8517680 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -8518899.000000 Penalty: 5574.322754
	Iteration 14Q: 3 clusters Score -8518899 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -8519791.000000 Penalty: 5574.322754
	Iteration 15Q: 3 clusters Score -8519791 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73427 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -8520364.000000 Penalty: 5574.322754
	Iteration 16Q: 3 clusters Score -8520364 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8520776.000000 Penalty: 5574.322754
	Iteration 17Q: 3 clusters Score -8520776 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8520986.000000 Penalty: 5574.322754
	Iteration 18Q: 3 clusters Score -8520986 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8521137.000000 Penalty: 5574.322754
	Iteration 19Q: 3 clusters Score -8521137 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8521249.000000 Penalty: 5574.322754
	Iteration 20F: 3 clusters Score -8521249 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8521334.000000 Penalty: 5574.322754
	Iteration 21Q: 3 clusters Score -8521334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8521419.000000 Penalty: 5574.322754
	Iteration 22Q: 3 clusters Score -8521419 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75109 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8521459.000000 Penalty: 5574.322754
	Iteration 23Q: 3 clusters Score -8521459 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75151 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8521493.000000 Penalty: 5574.322754
	Iteration 24Q: 3 clusters Score -8521493 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8521508.000000 Penalty: 5574.322754
	Iteration 25Q: 3 clusters Score -8521508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8521535.000000 Penalty: 5574.322754
	Iteration 26Q: 3 clusters Score -8521535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8521552.000000 Penalty: 5574.322754
	Iteration 27Q: 3 clusters Score -8521552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75237 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8521565.000000 Penalty: 5574.322754
	Iteration 28Q: 3 clusters Score -8521565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8521581.000000 Penalty: 5574.322754
	Iteration 29Q: 3 clusters Score -8521581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8521575.000000 Penalty: 5574.322754
	Iteration 30Q: 3 clusters Score -8521575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8521582.000000 Penalty: 5574.322754
	Iteration 31Q: 3 clusters Score -8521582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75271 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8521580.000000 Penalty: 5574.322754
	Iteration 32Q: 3 clusters Score -8521580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8521580.000000 Penalty: 5574.322754
	Iteration 33Q: 3 clusters Score -8521580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75271 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8521588.000000 Penalty: 5574.322754
	Iteration 34Q: 3 clusters Score -8521588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75271 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8521588.000000 Penalty: 5574.322754
	Iteration 35F: 3 clusters Score -8521588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Entering Unmasked Estep 
Score: -792287.875000 Penalty: 2176.642334
	Iteration 0F: 2 clusters Score -792287.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -786836.375000 Penalty: 4353.284668
	Iteration 0F: 3 clusters Score -786836.4 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -788320.375000 Penalty: 4353.284668
	Iteration 1F: 3 clusters Score -788320.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -788669.750000 Penalty: 4353.284668
	Iteration 2F: 3 clusters Score -788669.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -788964.500000 Penalty: 4353.284668
	Iteration 3F: 3 clusters Score -788964.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -789156.250000 Penalty: 4353.284668
	Iteration 4Q: 3 clusters Score -789156.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -789305.687500 Penalty: 4353.284668
	Iteration 5Q: 3 clusters Score -789305.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -789420.937500 Penalty: 4353.284668
	Iteration 6Q: 3 clusters Score -789420.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -789516.250000 Penalty: 4353.284668
	Iteration 7Q: 3 clusters Score -789516.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -789600.437500 Penalty: 4353.284668
	Iteration 8Q: 3 clusters Score -789600.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -789680.937500 Penalty: 4353.284668
	Iteration 9Q: 3 clusters Score -789680.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -789766.625000 Penalty: 4353.284668
	Iteration 10Q: 3 clusters Score -789766.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -789837.312500 Penalty: 4353.284668
	Iteration 11Q: 3 clusters Score -789837.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -789898.687500 Penalty: 4353.284668
	Iteration 12Q: 3 clusters Score -789898.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -789953.125000 Penalty: 4353.284668
	Iteration 13Q: 3 clusters Score -789953.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -789999.812500 Penalty: 4353.284668
	Iteration 14Q: 3 clusters Score -789999.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -790033.625000 Penalty: 4353.284668
	Iteration 15Q: 3 clusters Score -790033.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -790063.000000 Penalty: 4353.284668
	Iteration 16Q: 3 clusters Score -790063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -790090.937500 Penalty: 4353.284668
	Iteration 17Q: 3 clusters Score -790090.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -790120.375000 Penalty: 4353.284668
	Iteration 18Q: 3 clusters Score -790120.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -790146.375000 Penalty: 4353.284668
	Iteration 19Q: 3 clusters Score -790146.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -790175.375000 Penalty: 4353.284668
	Iteration 20F: 3 clusters Score -790175.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -790202.125000 Penalty: 4353.284668
	Iteration 21Q: 3 clusters Score -790202.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -790225.312500 Penalty: 4353.284668
	Iteration 22Q: 3 clusters Score -790225.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -790246.375000 Penalty: 4353.284668
	Iteration 23Q: 3 clusters Score -790246.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -790267.812500 Penalty: 4353.284668
	Iteration 24Q: 3 clusters Score -790267.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -790287.000000 Penalty: 4353.284668
	Iteration 25Q: 3 clusters Score -790287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -790301.437500 Penalty: 4353.284668
	Iteration 26Q: 3 clusters Score -790301.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -790317.125000 Penalty: 4353.284668
	Iteration 27Q: 3 clusters Score -790317.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -790329.187500 Penalty: 4353.284668
	Iteration 28Q: 3 clusters Score -790329.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -790336.812500 Penalty: 4353.284668
	Iteration 29Q: 3 clusters Score -790336.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -790346.812500 Penalty: 4353.284668
	Iteration 30Q: 3 clusters Score -790346.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -790355.687500 Penalty: 4353.284668
	Iteration 31Q: 3 clusters Score -790355.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -790366.250000 Penalty: 4353.284668
	Iteration 32Q: 3 clusters Score -790366.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -790380.250000 Penalty: 4353.284668
	Iteration 33Q: 3 clusters Score -790380.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -790387.250000 Penalty: 4353.284668
	Iteration 34Q: 3 clusters Score -790387.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -790394.562500 Penalty: 4353.284668
	Iteration 35Q: 3 clusters Score -790394.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -790403.562500 Penalty: 4353.284668
	Iteration 36Q: 3 clusters Score -790403.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -790410.000000 Penalty: 4353.284668
	Iteration 37Q: 3 clusters Score -790410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -790416.625000 Penalty: 4353.284668
	Iteration 38Q: 3 clusters Score -790416.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -790423.625000 Penalty: 4353.284668
	Iteration 39Q: 3 clusters Score -790423.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -790428.125000 Penalty: 4353.284668
	Iteration 40F: 3 clusters Score -790428.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -790433.750000 Penalty: 4353.284668
	Iteration 41Q: 3 clusters Score -790433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -790433.250000 Penalty: 4353.284668
	Iteration 42Q: 3 clusters Score -790433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -790433.812500 Penalty: 4353.284668
	Iteration 43Q: 3 clusters Score -790433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -790437.000000 Penalty: 4353.284668
	Iteration 44Q: 3 clusters Score -790437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -790440.000000 Penalty: 4353.284668
	Iteration 45Q: 3 clusters Score -790440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -790440.375000 Penalty: 4353.284668
	Iteration 46Q: 3 clusters Score -790440.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -790443.937500 Penalty: 4353.284668
	Iteration 47Q: 3 clusters Score -790443.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -790444.250000 Penalty: 4353.284668
	Iteration 48Q: 3 clusters Score -790444.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -790448.250000 Penalty: 4353.284668
	Iteration 49Q: 3 clusters Score -790448.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -790452.687500 Penalty: 4353.284668
	Iteration 50Q: 3 clusters Score -790452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -790453.250000 Penalty: 4353.284668
	Iteration 51Q: 3 clusters Score -790453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -790453.625000 Penalty: 4353.284668
	Iteration 52Q: 3 clusters Score -790453.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -790455.562500 Penalty: 4353.284668
	Iteration 53Q: 3 clusters Score -790455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -790455.875000 Penalty: 4353.284668
	Iteration 54Q: 3 clusters Score -790455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -790456.000000 Penalty: 4353.284668
	Iteration 55Q: 3 clusters Score -790456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -790457.500000 Penalty: 4353.284668
	Iteration 56Q: 3 clusters Score -790457.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -790457.500000 Penalty: 4353.284668
	Iteration 57F: 3 clusters Score -790457.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Entering Unmasked Estep 
Score: -1932212.250000 Penalty: 2406.788574
	Iteration 0F: 2 clusters Score -1932212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1920549.500000 Penalty: 4813.577148
	Iteration 0F: 3 clusters Score -1920550 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1924587.875000 Penalty: 4813.577148
	Iteration 1F: 3 clusters Score -1924588 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1925314.375000 Penalty: 4813.577148
	Iteration 2F: 3 clusters Score -1925314 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1926327.000000 Penalty: 4813.577148
	Iteration 3F: 3 clusters Score -1926327 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1927814.750000 Penalty: 4813.577148
	Iteration 4F: 3 clusters Score -1927815 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1929307.125000 Penalty: 4813.577148
	Iteration 5F: 3 clusters Score -1929307 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1930309.750000 Penalty: 4813.577148
	Iteration 6F: 3 clusters Score -1930310 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1930869.875000 Penalty: 4813.577148
	Iteration 7F: 3 clusters Score -1930870 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1931108.750000 Penalty: 4813.577148
	Iteration 8Q: 3 clusters Score -1931109 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1931200.750000 Penalty: 4813.577148
	Iteration 9Q: 3 clusters Score -1931201 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1931257.625000 Penalty: 4813.577148
	Iteration 10Q: 3 clusters Score -1931258 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1931287.000000 Penalty: 4813.577148
	Iteration 11Q: 3 clusters Score -1931287 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1931321.750000 Penalty: 4813.577148
	Iteration 12Q: 3 clusters Score -1931322 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1931343.750000 Penalty: 4813.577148
	Iteration 13Q: 3 clusters Score -1931344 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1931361.500000 Penalty: 4813.577148
	Iteration 14Q: 3 clusters Score -1931362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1931381.875000 Penalty: 4813.577148
	Iteration 15Q: 3 clusters Score -1931382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1931395.500000 Penalty: 4813.577148
	Iteration 16Q: 3 clusters Score -1931396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1931408.000000 Penalty: 4813.577148
	Iteration 17Q: 3 clusters Score -1931408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1931417.250000 Penalty: 4813.577148
	Iteration 18Q: 3 clusters Score -1931417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1931425.875000 Penalty: 4813.577148
	Iteration 19Q: 3 clusters Score -1931426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1931436.000000 Penalty: 4813.577148
	Iteration 20F: 3 clusters Score -1931436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1931448.125000 Penalty: 4813.577148
	Iteration 21Q: 3 clusters Score -1931448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1931453.250000 Penalty: 4813.577148
	Iteration 22Q: 3 clusters Score -1931453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1931459.250000 Penalty: 4813.577148
	Iteration 23Q: 3 clusters Score -1931459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1931470.375000 Penalty: 4813.577148
	Iteration 24Q: 3 clusters Score -1931470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1931486.000000 Penalty: 4813.577148
	Iteration 25Q: 3 clusters Score -1931486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1931495.000000 Penalty: 4813.577148
	Iteration 26Q: 3 clusters Score -1931495 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1931514.750000 Penalty: 4813.577148
	Iteration 27Q: 3 clusters Score -1931515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1931535.000000 Penalty: 4813.577148
	Iteration 28Q: 3 clusters Score -1931535 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1931544.000000 Penalty: 4813.577148
	Iteration 29Q: 3 clusters Score -1931544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1931569.000000 Penalty: 4813.577148
	Iteration 30Q: 3 clusters Score -1931569 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1931594.875000 Penalty: 4813.577148
	Iteration 31Q: 3 clusters Score -1931595 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1931614.625000 Penalty: 4813.577148
	Iteration 32Q: 3 clusters Score -1931615 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1931641.875000 Penalty: 4813.577148
	Iteration 33Q: 3 clusters Score -1931642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1931656.375000 Penalty: 4813.577148
	Iteration 34Q: 3 clusters Score -1931656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1931681.875000 Penalty: 4813.577148
	Iteration 35Q: 3 clusters Score -1931682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1931694.750000 Penalty: 4813.577148
	Iteration 36Q: 3 clusters Score -1931695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1931701.000000 Penalty: 4813.577148
	Iteration 37Q: 3 clusters Score -1931701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1931702.750000 Penalty: 4813.577148
	Iteration 38Q: 3 clusters Score -1931703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1931707.375000 Penalty: 4813.577148
	Iteration 39Q: 3 clusters Score -1931707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1931717.875000 Penalty: 4813.577148
	Iteration 40F: 3 clusters Score -1931718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1931723.250000 Penalty: 4813.577148
	Iteration 41Q: 3 clusters Score -1931723 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1931728.250000 Penalty: 4813.577148
	Iteration 42Q: 3 clusters Score -1931728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1931738.125000 Penalty: 4813.577148
	Iteration 43Q: 3 clusters Score -1931738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1931747.375000 Penalty: 4813.577148
	Iteration 44Q: 3 clusters Score -1931747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1931752.375000 Penalty: 4813.577148
	Iteration 45Q: 3 clusters Score -1931752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1931754.125000 Penalty: 4813.577148
	Iteration 46Q: 3 clusters Score -1931754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1931759.125000 Penalty: 4813.577148
	Iteration 47Q: 3 clusters Score -1931759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1931761.375000 Penalty: 4813.577148
	Iteration 48Q: 3 clusters Score -1931761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1931765.250000 Penalty: 4813.577148
	Iteration 49Q: 3 clusters Score -1931765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1931764.875000 Penalty: 4813.577148
	Iteration 50Q: 3 clusters Score -1931765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1931766.375000 Penalty: 4813.577148
	Iteration 51Q: 3 clusters Score -1931766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1931772.750000 Penalty: 4813.577148
	Iteration 52Q: 3 clusters Score -1931773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1931774.750000 Penalty: 4813.577148
	Iteration 53Q: 3 clusters Score -1931775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1931779.125000 Penalty: 4813.577148
	Iteration 54Q: 3 clusters Score -1931779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1931779.250000 Penalty: 4813.577148
	Iteration 55Q: 3 clusters Score -1931779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1931778.625000 Penalty: 4813.577148
	Iteration 56Q: 3 clusters Score -1931779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1931776.625000 Penalty: 4813.577148
	Iteration 57Q: 3 clusters Score -1931777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1931779.250000 Penalty: 4813.577148
	Iteration 58Q: 3 clusters Score -1931779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1931778.125000 Penalty: 4813.577148
	Iteration 59Q: 3 clusters Score -1931778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1931781.625000 Penalty: 4813.577148
	Iteration 60F: 3 clusters Score -1931782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1931779.625000 Penalty: 4813.577148
	Iteration 61Q: 3 clusters Score -1931780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1931780.625000 Penalty: 4813.577148
	Iteration 62Q: 3 clusters Score -1931781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1931781.625000 Penalty: 4813.577148
	Iteration 63Q: 3 clusters Score -1931782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1931788.750000 Penalty: 4813.577148
	Iteration 64Q: 3 clusters Score -1931789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1931788.750000 Penalty: 4813.577148
	Iteration 65Q: 3 clusters Score -1931789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1931796.750000 Penalty: 4813.577148
	Iteration 66Q: 3 clusters Score -1931797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1931797.750000 Penalty: 4813.577148
	Iteration 67Q: 3 clusters Score -1931798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1931800.875000 Penalty: 4813.577148
	Iteration 68Q: 3 clusters Score -1931801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1931804.625000 Penalty: 4813.577148
	Iteration 69Q: 3 clusters Score -1931805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1931803.750000 Penalty: 4813.577148
	Iteration 70Q: 3 clusters Score -1931804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1931810.125000 Penalty: 4813.577148
	Iteration 71Q: 3 clusters Score -1931810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1931810.375000 Penalty: 4813.577148
	Iteration 72Q: 3 clusters Score -1931810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1931815.250000 Penalty: 4813.577148
	Iteration 73Q: 3 clusters Score -1931815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1931811.875000 Penalty: 4813.577148
	Iteration 74Q: 3 clusters Score -1931812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1931815.250000 Penalty: 4813.577148
	Iteration 75Q: 3 clusters Score -1931815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1931815.250000 Penalty: 4813.577148
	Iteration 76Q: 3 clusters Score -1931815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1931818.875000 Penalty: 4813.577148
	Iteration 77Q: 3 clusters Score -1931819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1931821.750000 Penalty: 4813.577148
	Iteration 78Q: 3 clusters Score -1931822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1931815.625000 Penalty: 4813.577148
	Iteration 79Q: 3 clusters Score -1931816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1931820.875000 Penalty: 4813.577148
	Iteration 80F: 3 clusters Score -1931821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1931825.875000 Penalty: 4813.577148
	Iteration 81Q: 3 clusters Score -1931826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1931827.125000 Penalty: 4813.577148
	Iteration 82Q: 3 clusters Score -1931827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1931832.125000 Penalty: 4813.577148
	Iteration 83Q: 3 clusters Score -1931832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1931834.250000 Penalty: 4813.577148
	Iteration 84Q: 3 clusters Score -1931834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1931838.000000 Penalty: 4813.577148
	Iteration 85Q: 3 clusters Score -1931838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1931847.000000 Penalty: 4813.577148
	Iteration 86Q: 3 clusters Score -1931847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1931845.125000 Penalty: 4813.577148
	Iteration 87Q: 3 clusters Score -1931845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1931845.625000 Penalty: 4813.577148
	Iteration 88Q: 3 clusters Score -1931846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1931847.750000 Penalty: 4813.577148
	Iteration 89Q: 3 clusters Score -1931848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1931847.875000 Penalty: 4813.577148
	Iteration 90Q: 3 clusters Score -1931848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1931849.750000 Penalty: 4813.577148
	Iteration 91Q: 3 clusters Score -1931850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1931846.500000 Penalty: 4813.577148
	Iteration 92Q: 3 clusters Score -1931846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1931847.125000 Penalty: 4813.577148
	Iteration 93Q: 3 clusters Score -1931847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1931847.125000 Penalty: 4813.577148
	Iteration 94F: 3 clusters Score -1931847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (137650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137650 members 
Entering Unmasked Estep 
Score: -16701606.000000 Penalty: 2934.452637
	Iteration 0F: 2 clusters Score -1.670161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -16609577.000000 Penalty: 5868.905273
	Iteration 0F: 3 clusters Score -1.660958e+07 nChanged 66006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -16647837.000000 Penalty: 5868.905273
	Iteration 1F: 3 clusters Score -1.664784e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -16649103.000000 Penalty: 5868.905273
	Iteration 2Q: 3 clusters Score -1.66491e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -16650773.000000 Penalty: 5868.905273
	Iteration 3Q: 3 clusters Score -1.665077e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 79654 members 
Entering Unmasked Estep 
Score: -16653299.000000 Penalty: 5868.905273
	Iteration 4Q: 3 clusters Score -1.66533e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -16657106.000000 Penalty: 5868.905273
	Iteration 5F: 3 clusters Score -1.665711e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -16662682.000000 Penalty: 5868.905273
	Iteration 6F: 3 clusters Score -1.666268e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -16670454.000000 Penalty: 5868.905273
	Iteration 7F: 3 clusters Score -1.667045e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 114504 members 
Entering Unmasked Estep 
Score: -16680324.000000 Penalty: 5868.905273
	Iteration 8F: 3 clusters Score -1.668032e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 124110 members 
Entering Unmasked Estep 
Score: -16689131.000000 Penalty: 5868.905273
	Iteration 9F: 3 clusters Score -1.668913e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 130181 members 
Entering Unmasked Estep 
Score: -16694825.000000 Penalty: 5868.905273
	Iteration 10Q: 3 clusters Score -1.669482e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 133316 members 
Entering Unmasked Estep 
Score: -16697541.000000 Penalty: 5868.905273
	Iteration 11Q: 3 clusters Score -1.669754e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 134717 members 
Entering Unmasked Estep 
Score: -16698961.000000 Penalty: 5868.905273
	Iteration 12Q: 3 clusters Score -1.669896e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 135316 members 
Entering Unmasked Estep 
Score: -16699543.000000 Penalty: 5868.905273
	Iteration 13Q: 3 clusters Score -1.669954e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 135571 members 
Entering Unmasked Estep 
Score: -16699811.000000 Penalty: 5868.905273
	Iteration 14Q: 3 clusters Score -1.669981e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 135727 members 
Entering Unmasked Estep 
Score: -16699945.000000 Penalty: 5868.905273
	Iteration 15Q: 3 clusters Score -1.669994e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 135829 members 
Entering Unmasked Estep 
Score: -16699992.000000 Penalty: 5868.905273
	Iteration 16Q: 3 clusters Score -1.669999e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 135877 members 
Entering Unmasked Estep 
Score: -16700065.000000 Penalty: 5868.905273
	Iteration 17Q: 3 clusters Score -1.670006e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 135906 members 
Entering Unmasked Estep 
Score: -16700101.000000 Penalty: 5868.905273
	Iteration 18Q: 3 clusters Score -1.67001e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 135928 members 
Entering Unmasked Estep 
Score: -16700122.000000 Penalty: 5868.905273
	Iteration 19Q: 3 clusters Score -1.670012e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 135957 members 
Entering Unmasked Estep 
Score: -16700149.000000 Penalty: 5868.905273
	Iteration 20F: 3 clusters Score -1.670015e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 135975 members 
Entering Unmasked Estep 
Score: -16700189.000000 Penalty: 5868.905273
	Iteration 21Q: 3 clusters Score -1.670019e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 135989 members 
Entering Unmasked Estep 
Score: -16700238.000000 Penalty: 5868.905273
	Iteration 22Q: 3 clusters Score -1.670024e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 136003 members 
Entering Unmasked Estep 
Score: -16700253.000000 Penalty: 5868.905273
	Iteration 23Q: 3 clusters Score -1.670025e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 136014 members 
Entering Unmasked Estep 
Score: -16700239.000000 Penalty: 5868.905273
	Iteration 24Q: 3 clusters Score -1.670024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 136023 members 
Entering Unmasked Estep 
Score: -16700241.000000 Penalty: 5868.905273
	Iteration 25Q: 3 clusters Score -1.670024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 136036 members 
Entering Unmasked Estep 
Score: -16700248.000000 Penalty: 5868.905273
	Iteration 26Q: 3 clusters Score -1.670025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 136034 members 
Entering Unmasked Estep 
Score: -16700252.000000 Penalty: 5868.905273
	Iteration 27Q: 3 clusters Score -1.670025e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 136038 members 
Entering Unmasked Estep 
Score: -16700251.000000 Penalty: 5868.905273
	Iteration 28Q: 3 clusters Score -1.670025e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 136057 members 
Entering Unmasked Estep 
Score: -16700257.000000 Penalty: 5868.905273
	Iteration 29Q: 3 clusters Score -1.670026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 136072 members 
Entering Unmasked Estep 
Score: -16700278.000000 Penalty: 5868.905273
	Iteration 30Q: 3 clusters Score -1.670028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 136078 members 
Entering Unmasked Estep 
Score: -16700273.000000 Penalty: 5868.905273
	Iteration 31Q: 3 clusters Score -1.670027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 136083 members 
Entering Unmasked Estep 
Score: -16700278.000000 Penalty: 5868.905273
	Iteration 32Q: 3 clusters Score -1.670028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 136092 members 
Entering Unmasked Estep 
Score: -16700293.000000 Penalty: 5868.905273
	Iteration 33Q: 3 clusters Score -1.670029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 136100 members 
Entering Unmasked Estep 
Score: -16700312.000000 Penalty: 5868.905273
	Iteration 34Q: 3 clusters Score -1.670031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 136107 members 
Entering Unmasked Estep 
Score: -16700327.000000 Penalty: 5868.905273
	Iteration 35Q: 3 clusters Score -1.670033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 136113 members 
Entering Unmasked Estep 
Score: -16700324.000000 Penalty: 5868.905273
	Iteration 36Q: 3 clusters Score -1.670032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 136117 members 
Entering Unmasked Estep 
Score: -16700321.000000 Penalty: 5868.905273
	Iteration 37Q: 3 clusters Score -1.670032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 136122 members 
Entering Unmasked Estep 
Score: -16700307.000000 Penalty: 5868.905273
	Iteration 38Q: 3 clusters Score -1.670031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 136126 members 
Entering Unmasked Estep 
Score: -16700316.000000 Penalty: 5868.905273
	Iteration 39Q: 3 clusters Score -1.670032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 136128 members 
Entering Unmasked Estep 
Score: -16700319.000000 Penalty: 5868.905273
	Iteration 40F: 3 clusters Score -1.670032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 136131 members 
Entering Unmasked Estep 
Score: -16700326.000000 Penalty: 5868.905273
	Iteration 41Q: 3 clusters Score -1.670033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 136137 members 
Entering Unmasked Estep 
Score: -16700335.000000 Penalty: 5868.905273
	Iteration 42Q: 3 clusters Score -1.670034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 136143 members 
Entering Unmasked Estep 
Score: -16700331.000000 Penalty: 5868.905273
	Iteration 43Q: 3 clusters Score -1.670033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 136148 members 
Entering Unmasked Estep 
Score: -16700324.000000 Penalty: 5868.905273
	Iteration 44Q: 3 clusters Score -1.670032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 136150 members 
Entering Unmasked Estep 
Score: -16700339.000000 Penalty: 5868.905273
	Iteration 45Q: 3 clusters Score -1.670034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 136158 members 
Entering Unmasked Estep 
Score: -16700343.000000 Penalty: 5868.905273
	Iteration 46Q: 3 clusters Score -1.670034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 136160 members 
Entering Unmasked Estep 
Score: -16700331.000000 Penalty: 5868.905273
	Iteration 47Q: 3 clusters Score -1.670033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 136161 members 
Entering Unmasked Estep 
Score: -16700345.000000 Penalty: 5868.905273
	Iteration 48Q: 3 clusters Score -1.670034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 136164 members 
Entering Unmasked Estep 
Score: -16700347.000000 Penalty: 5868.905273
	Iteration 49Q: 3 clusters Score -1.670035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 136173 members 
Entering Unmasked Estep 
Score: -16700351.000000 Penalty: 5868.905273
	Iteration 50Q: 3 clusters Score -1.670035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 136177 members 
Entering Unmasked Estep 
Score: -16700349.000000 Penalty: 5868.905273
	Iteration 51Q: 3 clusters Score -1.670035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 136179 members 
Entering Unmasked Estep 
Score: -16700343.000000 Penalty: 5868.905273
	Iteration 52Q: 3 clusters Score -1.670034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 136182 members 
Entering Unmasked Estep 
Score: -16700354.000000 Penalty: 5868.905273
	Iteration 53Q: 3 clusters Score -1.670035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 136184 members 
Entering Unmasked Estep 
Score: -16700345.000000 Penalty: 5868.905273
	Iteration 54Q: 3 clusters Score -1.670034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 136186 members 
Entering Unmasked Estep 
Score: -16700350.000000 Penalty: 5868.905273
	Iteration 55Q: 3 clusters Score -1.670035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 136187 members 
Entering Unmasked Estep 
Score: -16700347.000000 Penalty: 5868.905273
	Iteration 56Q: 3 clusters Score -1.670035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 136188 members 
Entering Unmasked Estep 
Score: -16700349.000000 Penalty: 5868.905273
	Iteration 57Q: 3 clusters Score -1.670035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 136188 members 
Entering Unmasked Estep 
Score: -16700349.000000 Penalty: 5868.905273
	Iteration 58F: 3 clusters Score -1.670035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Entering Unmasked Estep 
Score: -1590563.750000 Penalty: 2344.142578
	Iteration 0F: 2 clusters Score -1590564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1581124.750000 Penalty: 4688.285156
	Iteration 0F: 3 clusters Score -1581125 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1584022.625000 Penalty: 4688.285156
	Iteration 1F: 3 clusters Score -1584023 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1584427.375000 Penalty: 4688.285156
	Iteration 2F: 3 clusters Score -1584427 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1584861.500000 Penalty: 4688.285156
	Iteration 3F: 3 clusters Score -1584862 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1585375.625000 Penalty: 4688.285156
	Iteration 4F: 3 clusters Score -1585376 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1586020.625000 Penalty: 4688.285156
	Iteration 5F: 3 clusters Score -1586021 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1586795.125000 Penalty: 4688.285156
	Iteration 6F: 3 clusters Score -1586795 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1587606.875000 Penalty: 4688.285156
	Iteration 7F: 3 clusters Score -1587607 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1588342.375000 Penalty: 4688.285156
	Iteration 8F: 3 clusters Score -1588342 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1588944.500000 Penalty: 4688.285156
	Iteration 9Q: 3 clusters Score -1588944 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1589378.625000 Penalty: 4688.285156
	Iteration 10Q: 3 clusters Score -1589379 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1589631.250000 Penalty: 4688.285156
	Iteration 11Q: 3 clusters Score -1589631 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1589795.875000 Penalty: 4688.285156
	Iteration 12Q: 3 clusters Score -1589796 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1589887.000000 Penalty: 4688.285156
	Iteration 13Q: 3 clusters Score -1589887 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1589921.875000 Penalty: 4688.285156
	Iteration 14Q: 3 clusters Score -1589922 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1589950.125000 Penalty: 4688.285156
	Iteration 15Q: 3 clusters Score -1589950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1589958.375000 Penalty: 4688.285156
	Iteration 16Q: 3 clusters Score -1589958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1589971.625000 Penalty: 4688.285156
	Iteration 17Q: 3 clusters Score -1589972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1589975.375000 Penalty: 4688.285156
	Iteration 18Q: 3 clusters Score -1589975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1589983.875000 Penalty: 4688.285156
	Iteration 19Q: 3 clusters Score -1589984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1589991.250000 Penalty: 4688.285156
	Iteration 20F: 3 clusters Score -1589991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1589996.625000 Penalty: 4688.285156
	Iteration 21Q: 3 clusters Score -1589997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1589992.875000 Penalty: 4688.285156
	Iteration 22Q: 3 clusters Score -1589993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1589997.250000 Penalty: 4688.285156
	Iteration 23Q: 3 clusters Score -1589997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1589998.625000 Penalty: 4688.285156
	Iteration 24Q: 3 clusters Score -1589999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1589997.250000 Penalty: 4688.285156
	Iteration 25Q: 3 clusters Score -1589997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1589998.375000 Penalty: 4688.285156
	Iteration 26Q: 3 clusters Score -1589998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1590006.125000 Penalty: 4688.285156
	Iteration 27Q: 3 clusters Score -1590006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1590005.375000 Penalty: 4688.285156
	Iteration 28Q: 3 clusters Score -1590005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1590002.500000 Penalty: 4688.285156
	Iteration 29Q: 3 clusters Score -1590002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1590002.750000 Penalty: 4688.285156
	Iteration 30Q: 3 clusters Score -1590003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1590005.875000 Penalty: 4688.285156
	Iteration 31Q: 3 clusters Score -1590006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1590006.375000 Penalty: 4688.285156
	Iteration 32Q: 3 clusters Score -1590006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1590007.000000 Penalty: 4688.285156
	Iteration 33Q: 3 clusters Score -1590007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1590007.375000 Penalty: 4688.285156
	Iteration 34Q: 3 clusters Score -1590007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1590010.000000 Penalty: 4688.285156
	Iteration 35Q: 3 clusters Score -1590010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1590009.875000 Penalty: 4688.285156
	Iteration 36Q: 3 clusters Score -1590010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1590011.375000 Penalty: 4688.285156
	Iteration 37Q: 3 clusters Score -1590011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1590011.625000 Penalty: 4688.285156
	Iteration 38Q: 3 clusters Score -1590012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1590011.625000 Penalty: 4688.285156
	Iteration 39F: 3 clusters Score -1590012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -225102.546875 Penalty: 1874.512085
	Iteration 0F: 2 clusters Score -225102.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -222567.437500 Penalty: 3749.024170
	Iteration 0F: 3 clusters Score -222567.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -223027.140625 Penalty: 3749.024170
	Iteration 1F: 3 clusters Score -223027.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -223147.843750 Penalty: 3749.024170
	Iteration 2F: 3 clusters Score -223147.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -223218.859375 Penalty: 3749.024170
	Iteration 3Q: 3 clusters Score -223218.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -223261.640625 Penalty: 3749.024170
	Iteration 4Q: 3 clusters Score -223261.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -223285.968750 Penalty: 3749.024170
	Iteration 5Q: 3 clusters Score -223286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -223298.750000 Penalty: 3749.024170
	Iteration 6Q: 3 clusters Score -223298.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -223312.875000 Penalty: 3749.024170
	Iteration 7Q: 3 clusters Score -223312.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -223323.546875 Penalty: 3749.024170
	Iteration 8Q: 3 clusters Score -223323.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -223335.703125 Penalty: 3749.024170
	Iteration 9Q: 3 clusters Score -223335.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -223348.718750 Penalty: 3749.024170
	Iteration 10Q: 3 clusters Score -223348.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -223360.546875 Penalty: 3749.024170
	Iteration 11Q: 3 clusters Score -223360.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -223368.921875 Penalty: 3749.024170
	Iteration 12Q: 3 clusters Score -223368.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -223377.906250 Penalty: 3749.024170
	Iteration 13Q: 3 clusters Score -223377.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -223388.531250 Penalty: 3749.024170
	Iteration 14Q: 3 clusters Score -223388.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -223394.531250 Penalty: 3749.024170
	Iteration 15Q: 3 clusters Score -223394.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -223400.687500 Penalty: 3749.024170
	Iteration 16Q: 3 clusters Score -223400.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -223407.109375 Penalty: 3749.024170
	Iteration 17Q: 3 clusters Score -223407.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -223415.437500 Penalty: 3749.024170
	Iteration 18Q: 3 clusters Score -223415.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -223421.250000 Penalty: 3749.024170
	Iteration 19Q: 3 clusters Score -223421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -223424.890625 Penalty: 3749.024170
	Iteration 20F: 3 clusters Score -223424.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -223428.968750 Penalty: 3749.024170
	Iteration 21Q: 3 clusters Score -223429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -223430.515625 Penalty: 3749.024170
	Iteration 22Q: 3 clusters Score -223430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -223432.343750 Penalty: 3749.024170
	Iteration 23Q: 3 clusters Score -223432.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -223436.187500 Penalty: 3749.024170
	Iteration 24Q: 3 clusters Score -223436.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -223441.609375 Penalty: 3749.024170
	Iteration 25Q: 3 clusters Score -223441.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -223447.296875 Penalty: 3749.024170
	Iteration 26Q: 3 clusters Score -223447.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -223453.875000 Penalty: 3749.024170
	Iteration 27Q: 3 clusters Score -223453.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -223463.062500 Penalty: 3749.024170
	Iteration 28Q: 3 clusters Score -223463.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -223471.578125 Penalty: 3749.024170
	Iteration 29Q: 3 clusters Score -223471.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -223481.421875 Penalty: 3749.024170
	Iteration 30Q: 3 clusters Score -223481.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -223488.890625 Penalty: 3749.024170
	Iteration 31Q: 3 clusters Score -223488.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -223496.625000 Penalty: 3749.024170
	Iteration 32Q: 3 clusters Score -223496.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -223508.640625 Penalty: 3749.024170
	Iteration 33Q: 3 clusters Score -223508.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -223520.796875 Penalty: 3749.024170
	Iteration 34Q: 3 clusters Score -223520.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -223527.484375 Penalty: 3749.024170
	Iteration 35Q: 3 clusters Score -223527.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -223541.828125 Penalty: 3749.024170
	Iteration 36Q: 3 clusters Score -223541.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -223557.593750 Penalty: 3749.024170
	Iteration 37Q: 3 clusters Score -223557.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -223571.390625 Penalty: 3749.024170
	Iteration 38Q: 3 clusters Score -223571.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -223588.218750 Penalty: 3749.024170
	Iteration 39Q: 3 clusters Score -223588.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -223603.828125 Penalty: 3749.024170
	Iteration 40F: 3 clusters Score -223603.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -223620.187500 Penalty: 3749.024170
	Iteration 41Q: 3 clusters Score -223620.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -223639.000000 Penalty: 3749.024170
	Iteration 42Q: 3 clusters Score -223639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -223656.250000 Penalty: 3749.024170
	Iteration 43Q: 3 clusters Score -223656.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -223673.265625 Penalty: 3749.024170
	Iteration 44Q: 3 clusters Score -223673.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -223690.375000 Penalty: 3749.024170
	Iteration 45Q: 3 clusters Score -223690.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -223703.406250 Penalty: 3749.024170
	Iteration 46Q: 3 clusters Score -223703.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -223716.968750 Penalty: 3749.024170
	Iteration 47Q: 3 clusters Score -223717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -223729.875000 Penalty: 3749.024170
	Iteration 48Q: 3 clusters Score -223729.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -223750.468750 Penalty: 3749.024170
	Iteration 49Q: 3 clusters Score -223750.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -223767.734375 Penalty: 3749.024170
	Iteration 50Q: 3 clusters Score -223767.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -223788.921875 Penalty: 3749.024170
	Iteration 51Q: 3 clusters Score -223788.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -223796.093750 Penalty: 3749.024170
	Iteration 52Q: 3 clusters Score -223796.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -223808.796875 Penalty: 3749.024170
	Iteration 53Q: 3 clusters Score -223808.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -223817.921875 Penalty: 3749.024170
	Iteration 54Q: 3 clusters Score -223817.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -223821.171875 Penalty: 3749.024170
	Iteration 55Q: 3 clusters Score -223821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -223826.687500 Penalty: 3749.024170
	Iteration 56Q: 3 clusters Score -223826.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -223834.578125 Penalty: 3749.024170
	Iteration 57Q: 3 clusters Score -223834.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -223843.390625 Penalty: 3749.024170
	Iteration 58Q: 3 clusters Score -223843.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -223859.031250 Penalty: 3749.024170
	Iteration 59Q: 3 clusters Score -223859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -223877.843750 Penalty: 3749.024170
	Iteration 60F: 3 clusters Score -223877.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -223892.875000 Penalty: 3749.024170
	Iteration 61Q: 3 clusters Score -223892.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -223905.250000 Penalty: 3749.024170
	Iteration 62Q: 3 clusters Score -223905.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -223912.734375 Penalty: 3749.024170
	Iteration 63Q: 3 clusters Score -223912.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -223919.406250 Penalty: 3749.024170
	Iteration 64Q: 3 clusters Score -223919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -223923.062500 Penalty: 3749.024170
	Iteration 65Q: 3 clusters Score -223923.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -223926.125000 Penalty: 3749.024170
	Iteration 66Q: 3 clusters Score -223926.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -223928.968750 Penalty: 3749.024170
	Iteration 67Q: 3 clusters Score -223929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -223928.968750 Penalty: 3749.024170
	Iteration 68F: 3 clusters Score -223929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -327354.406250 Penalty: 1895.227051
	Iteration 0F: 2 clusters Score -327354.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -324710.000000 Penalty: 3790.454102
	Iteration 0F: 3 clusters Score -324710 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -326144.531250 Penalty: 3790.454102
	Iteration 1F: 3 clusters Score -326144.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -326746.593750 Penalty: 3790.454102
	Iteration 2F: 3 clusters Score -326746.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -327198.906250 Penalty: 3790.454102
	Iteration 3F: 3 clusters Score -327198.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -327457.562500 Penalty: 3790.454102
	Iteration 4F: 3 clusters Score -327457.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -327634.156250 Penalty: 3790.454102
	Iteration 5Q: 3 clusters Score -327634.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -327742.187500 Penalty: 3790.454102
	Iteration 6Q: 3 clusters Score -327742.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -327843.156250 Penalty: 3790.454102
	Iteration 7Q: 3 clusters Score -327843.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -327920.093750 Penalty: 3790.454102
	Iteration 8Q: 3 clusters Score -327920.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -328005.625000 Penalty: 3790.454102
	Iteration 9Q: 3 clusters Score -328005.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -328079.781250 Penalty: 3790.454102
	Iteration 10Q: 3 clusters Score -328079.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -328124.406250 Penalty: 3790.454102
	Iteration 11Q: 3 clusters Score -328124.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -328152.093750 Penalty: 3790.454102
	Iteration 12Q: 3 clusters Score -328152.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -328181.843750 Penalty: 3790.454102
	Iteration 13Q: 3 clusters Score -328181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -328194.843750 Penalty: 3790.454102
	Iteration 14Q: 3 clusters Score -328194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -328201.750000 Penalty: 3790.454102
	Iteration 15Q: 3 clusters Score -328201.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -328205.437500 Penalty: 3790.454102
	Iteration 16Q: 3 clusters Score -328205.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -328207.562500 Penalty: 3790.454102
	Iteration 17Q: 3 clusters Score -328207.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -328207.562500 Penalty: 3790.454102
	Iteration 18F: 3 clusters Score -328207.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 11788 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235074 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 76005 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 137650 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 7517 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16574 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 35999 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94629 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41087 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 14409 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 95070 members 
Mstep: Class 36 contains 32418 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 3006 members 
Mstep: Class 39 contains 680 members 
Mstep: Class 40 contains 3598 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 2460 members 
Mstep: Class 43 contains 4339 members 
Mstep: Class 44 contains 3897 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3968 members 
Mstep: Class 47 contains 11871 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 10926 members 
Mstep: Class 50 contains 2980 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 10677 members 
Mstep: Class 53 contains 1923 members 
Mstep: Class 54 contains 4864 members 
Mstep: Class 55 contains 610 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 4032 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14475 members 
Mstep: Class 61 contains 32881 members 
Mstep: Class 62 contains 43319 members 
Mstep: Class 63 contains 92025 members 
Mstep: Class 64 contains 3680 members 
Mstep: Class 65 contains 596 members 
Mstep: Class 66 contains 1794 members 
Entering Unmasked Estep 
Score: -154507536.000000 Penalty: 230591.578125
Splitting cluster 20 changes total score from -154504800.000000 to -154507536.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 21 (16390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Entering Unmasked Estep 
Score: -1925598.375000 Penalty: 2406.697754
	Iteration 0F: 2 clusters Score -1925598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1913976.375000 Penalty: 4813.395508
	Iteration 0F: 3 clusters Score -1913976 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1918107.125000 Penalty: 4813.395508
	Iteration 1F: 3 clusters Score -1918107 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1919206.250000 Penalty: 4813.395508
	Iteration 2F: 3 clusters Score -1919206 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1920573.750000 Penalty: 4813.395508
	Iteration 3F: 3 clusters Score -1920574 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1921850.000000 Penalty: 4813.395508
	Iteration 4F: 3 clusters Score -1921850 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1922694.750000 Penalty: 4813.395508
	Iteration 5F: 3 clusters Score -1922695 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1923111.500000 Penalty: 4813.395508
	Iteration 6F: 3 clusters Score -1923112 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1923311.375000 Penalty: 4813.395508
	Iteration 7Q: 3 clusters Score -1923311 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1923439.375000 Penalty: 4813.395508
	Iteration 8Q: 3 clusters Score -1923439 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1923499.250000 Penalty: 4813.395508
	Iteration 9Q: 3 clusters Score -1923499 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1923530.125000 Penalty: 4813.395508
	Iteration 10Q: 3 clusters Score -1923530 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1923550.875000 Penalty: 4813.395508
	Iteration 11Q: 3 clusters Score -1923551 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1923573.625000 Penalty: 4813.395508
	Iteration 12Q: 3 clusters Score -1923574 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1923590.875000 Penalty: 4813.395508
	Iteration 13Q: 3 clusters Score -1923591 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1923608.125000 Penalty: 4813.395508
	Iteration 14Q: 3 clusters Score -1923608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1923618.125000 Penalty: 4813.395508
	Iteration 15Q: 3 clusters Score -1923618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1923631.625000 Penalty: 4813.395508
	Iteration 16Q: 3 clusters Score -1923632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1923640.625000 Penalty: 4813.395508
	Iteration 17Q: 3 clusters Score -1923641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1923642.875000 Penalty: 4813.395508
	Iteration 18Q: 3 clusters Score -1923643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1923650.250000 Penalty: 4813.395508
	Iteration 19Q: 3 clusters Score -1923650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1923663.125000 Penalty: 4813.395508
	Iteration 20F: 3 clusters Score -1923663 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1923670.125000 Penalty: 4813.395508
	Iteration 21Q: 3 clusters Score -1923670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1923672.625000 Penalty: 4813.395508
	Iteration 22Q: 3 clusters Score -1923673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1923685.375000 Penalty: 4813.395508
	Iteration 23Q: 3 clusters Score -1923685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1923689.250000 Penalty: 4813.395508
	Iteration 24Q: 3 clusters Score -1923689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1923694.750000 Penalty: 4813.395508
	Iteration 25Q: 3 clusters Score -1923695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1923697.375000 Penalty: 4813.395508
	Iteration 26Q: 3 clusters Score -1923697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1923704.875000 Penalty: 4813.395508
	Iteration 27Q: 3 clusters Score -1923705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1923708.250000 Penalty: 4813.395508
	Iteration 28Q: 3 clusters Score -1923708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1923712.250000 Penalty: 4813.395508
	Iteration 29Q: 3 clusters Score -1923712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1923725.125000 Penalty: 4813.395508
	Iteration 30Q: 3 clusters Score -1923725 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1923741.625000 Penalty: 4813.395508
	Iteration 31Q: 3 clusters Score -1923742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1923741.500000 Penalty: 4813.395508
	Iteration 32Q: 3 clusters Score -1923742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1923753.250000 Penalty: 4813.395508
	Iteration 33Q: 3 clusters Score -1923753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1923762.250000 Penalty: 4813.395508
	Iteration 34Q: 3 clusters Score -1923762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1923771.500000 Penalty: 4813.395508
	Iteration 35Q: 3 clusters Score -1923772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1923786.750000 Penalty: 4813.395508
	Iteration 36Q: 3 clusters Score -1923787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1923800.375000 Penalty: 4813.395508
	Iteration 37Q: 3 clusters Score -1923800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1923810.750000 Penalty: 4813.395508
	Iteration 38Q: 3 clusters Score -1923811 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1923831.250000 Penalty: 4813.395508
	Iteration 39Q: 3 clusters Score -1923831 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1923849.125000 Penalty: 4813.395508
	Iteration 40F: 3 clusters Score -1923849 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1923869.375000 Penalty: 4813.395508
	Iteration 41Q: 3 clusters Score -1923869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1923882.375000 Penalty: 4813.395508
	Iteration 42Q: 3 clusters Score -1923882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1923902.500000 Penalty: 4813.395508
	Iteration 43Q: 3 clusters Score -1923902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1923919.000000 Penalty: 4813.395508
	Iteration 44Q: 3 clusters Score -1923919 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1923937.500000 Penalty: 4813.395508
	Iteration 45Q: 3 clusters Score -1923938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1923958.500000 Penalty: 4813.395508
	Iteration 46Q: 3 clusters Score -1923958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1923981.625000 Penalty: 4813.395508
	Iteration 47Q: 3 clusters Score -1923982 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1924001.750000 Penalty: 4813.395508
	Iteration 48Q: 3 clusters Score -1924002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1924031.000000 Penalty: 4813.395508
	Iteration 49Q: 3 clusters Score -1924031 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1924061.125000 Penalty: 4813.395508
	Iteration 50Q: 3 clusters Score -1924061 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1924088.375000 Penalty: 4813.395508
	Iteration 51Q: 3 clusters Score -1924088 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1924118.750000 Penalty: 4813.395508
	Iteration 52Q: 3 clusters Score -1924119 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1924152.500000 Penalty: 4813.395508
	Iteration 53Q: 3 clusters Score -1924152 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1924170.250000 Penalty: 4813.395508
	Iteration 54Q: 3 clusters Score -1924170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1924206.625000 Penalty: 4813.395508
	Iteration 55Q: 3 clusters Score -1924207 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1924234.875000 Penalty: 4813.395508
	Iteration 56Q: 3 clusters Score -1924235 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1924255.000000 Penalty: 4813.395508
	Iteration 57Q: 3 clusters Score -1924255 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1924273.750000 Penalty: 4813.395508
	Iteration 58Q: 3 clusters Score -1924274 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1924297.000000 Penalty: 4813.395508
	Iteration 59Q: 3 clusters Score -1924297 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1924312.375000 Penalty: 4813.395508
	Iteration 60F: 3 clusters Score -1924312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1924336.250000 Penalty: 4813.395508
	Iteration 61Q: 3 clusters Score -1924336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1924352.750000 Penalty: 4813.395508
	Iteration 62Q: 3 clusters Score -1924353 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1924365.625000 Penalty: 4813.395508
	Iteration 63Q: 3 clusters Score -1924366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1924382.625000 Penalty: 4813.395508
	Iteration 64Q: 3 clusters Score -1924383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1924400.250000 Penalty: 4813.395508
	Iteration 65Q: 3 clusters Score -1924400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1924404.500000 Penalty: 4813.395508
	Iteration 66Q: 3 clusters Score -1924404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1924410.375000 Penalty: 4813.395508
	Iteration 67Q: 3 clusters Score -1924410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1924413.000000 Penalty: 4813.395508
	Iteration 68Q: 3 clusters Score -1924413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1924427.000000 Penalty: 4813.395508
	Iteration 69Q: 3 clusters Score -1924427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1924440.500000 Penalty: 4813.395508
	Iteration 70Q: 3 clusters Score -1924440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1924456.750000 Penalty: 4813.395508
	Iteration 71Q: 3 clusters Score -1924457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1924465.625000 Penalty: 4813.395508
	Iteration 72Q: 3 clusters Score -1924466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1924471.625000 Penalty: 4813.395508
	Iteration 73Q: 3 clusters Score -1924472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1924474.500000 Penalty: 4813.395508
	Iteration 74Q: 3 clusters Score -1924474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1924475.375000 Penalty: 4813.395508
	Iteration 75Q: 3 clusters Score -1924475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1924478.250000 Penalty: 4813.395508
	Iteration 76Q: 3 clusters Score -1924478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1924480.375000 Penalty: 4813.395508
	Iteration 77Q: 3 clusters Score -1924480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1924480.375000 Penalty: 4813.395508
	Iteration 78Q: 3 clusters Score -1924480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1924480.500000 Penalty: 4813.395508
	Iteration 79Q: 3 clusters Score -1924480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1924478.250000 Penalty: 4813.395508
	Iteration 80F: 3 clusters Score -1924478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1924480.625000 Penalty: 4813.395508
	Iteration 81Q: 3 clusters Score -1924481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1924481.375000 Penalty: 4813.395508
	Iteration 82Q: 3 clusters Score -1924481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1924479.875000 Penalty: 4813.395508
	Iteration 83Q: 3 clusters Score -1924480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1924479.125000 Penalty: 4813.395508
	Iteration 84Q: 3 clusters Score -1924479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1924478.250000 Penalty: 4813.395508
	Iteration 85Q: 3 clusters Score -1924478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1924481.250000 Penalty: 4813.395508
	Iteration 86Q: 3 clusters Score -1924481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1924480.125000 Penalty: 4813.395508
	Iteration 87Q: 3 clusters Score -1924480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1924482.500000 Penalty: 4813.395508
	Iteration 88Q: 3 clusters Score -1924482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1924482.500000 Penalty: 4813.395508
	Iteration 89F: 3 clusters Score -1924482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Entering Unmasked Estep 
Score: -751956.437500 Penalty: 2213.380615
	Iteration 0F: 2 clusters Score -751956.4 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 3779 members 
Entering Unmasked Estep 
Score: -745962.625000 Penalty: 4426.761230
	Iteration 0F: 3 clusters Score -745962.6 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -748045.875000 Penalty: 4426.761230
	Iteration 1F: 3 clusters Score -748045.9 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -749028.250000 Penalty: 4426.761230
	Iteration 2F: 3 clusters Score -749028.2 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -750331.000000 Penalty: 4426.761230
	Iteration 3F: 3 clusters Score -750331 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -751665.875000 Penalty: 4426.761230
	Iteration 4F: 3 clusters Score -751665.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -752796.375000 Penalty: 4426.761230
	Iteration 5F: 3 clusters Score -752796.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -753865.062500 Penalty: 4426.761230
	Iteration 6F: 3 clusters Score -753865.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -754584.187500 Penalty: 4426.761230
	Iteration 7F: 3 clusters Score -754584.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -754838.125000 Penalty: 4426.761230
	Iteration 8Q: 3 clusters Score -754838.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -754960.187500 Penalty: 4426.761230
	Iteration 9Q: 3 clusters Score -754960.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -755017.812500 Penalty: 4426.761230
	Iteration 10Q: 3 clusters Score -755017.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -755039.812500 Penalty: 4426.761230
	Iteration 11Q: 3 clusters Score -755039.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -755056.000000 Penalty: 4426.761230
	Iteration 12Q: 3 clusters Score -755056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -755065.125000 Penalty: 4426.761230
	Iteration 13Q: 3 clusters Score -755065.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -755073.812500 Penalty: 4426.761230
	Iteration 14Q: 3 clusters Score -755073.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -755076.750000 Penalty: 4426.761230
	Iteration 15Q: 3 clusters Score -755076.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -755081.125000 Penalty: 4426.761230
	Iteration 16Q: 3 clusters Score -755081.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -755085.250000 Penalty: 4426.761230
	Iteration 17Q: 3 clusters Score -755085.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -755085.125000 Penalty: 4426.761230
	Iteration 18Q: 3 clusters Score -755085.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -755086.750000 Penalty: 4426.761230
	Iteration 19Q: 3 clusters Score -755086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -755087.500000 Penalty: 4426.761230
	Iteration 20F: 3 clusters Score -755087.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -755089.125000 Penalty: 4426.761230
	Iteration 21Q: 3 clusters Score -755089.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -755089.500000 Penalty: 4426.761230
	Iteration 22Q: 3 clusters Score -755089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -755090.437500 Penalty: 4426.761230
	Iteration 23Q: 3 clusters Score -755090.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -755091.000000 Penalty: 4426.761230
	Iteration 24Q: 3 clusters Score -755091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -755091.000000 Penalty: 4426.761230
	Iteration 25F: 3 clusters Score -755091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 11788 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235074 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 76005 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 137650 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16574 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 35999 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94629 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41087 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 14409 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 95070 members 
Mstep: Class 36 contains 32418 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 3006 members 
Mstep: Class 39 contains 680 members 
Mstep: Class 40 contains 3598 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 2460 members 
Mstep: Class 43 contains 4339 members 
Mstep: Class 44 contains 3897 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3968 members 
Mstep: Class 47 contains 11871 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 10926 members 
Mstep: Class 50 contains 2980 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 10677 members 
Mstep: Class 53 contains 1923 members 
Mstep: Class 54 contains 4864 members 
Mstep: Class 55 contains 610 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 4032 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14475 members 
Mstep: Class 61 contains 32881 members 
Mstep: Class 62 contains 43319 members 
Mstep: Class 63 contains 92025 members 
Mstep: Class 64 contains 3680 members 
Mstep: Class 65 contains 596 members 
Mstep: Class 66 contains 1794 members 
Mstep: Class 67 contains 3407 members 
Entering Unmasked Estep 
Score: -154509184.000000 Penalty: 234085.390625
Splitting cluster 22 changes total score from -154504800.000000 to -154509184.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 23 (1949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Entering Unmasked Estep 
Score: -219241.265625 Penalty: 1878.617798
	Iteration 0F: 2 clusters Score -219241.3 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 982 members 
Entering Unmasked Estep 
Score: -216649.359375 Penalty: 3757.235596
	Iteration 0F: 3 clusters Score -216649.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -217247.437500 Penalty: 3757.235596
	Iteration 1F: 3 clusters Score -217247.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -217517.109375 Penalty: 3757.235596
	Iteration 2F: 3 clusters Score -217517.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -217697.828125 Penalty: 3757.235596
	Iteration 3F: 3 clusters Score -217697.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -217866.000000 Penalty: 3757.235596
	Iteration 4F: 3 clusters Score -217866 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -217994.562500 Penalty: 3757.235596
	Iteration 5Q: 3 clusters Score -217994.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -218099.765625 Penalty: 3757.235596
	Iteration 6Q: 3 clusters Score -218099.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -218172.718750 Penalty: 3757.235596
	Iteration 7Q: 3 clusters Score -218172.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -218233.718750 Penalty: 3757.235596
	Iteration 8Q: 3 clusters Score -218233.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -218288.984375 Penalty: 3757.235596
	Iteration 9Q: 3 clusters Score -218289 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -218330.343750 Penalty: 3757.235596
	Iteration 10Q: 3 clusters Score -218330.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -218371.234375 Penalty: 3757.235596
	Iteration 11Q: 3 clusters Score -218371.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -218406.984375 Penalty: 3757.235596
	Iteration 12Q: 3 clusters Score -218407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -218427.171875 Penalty: 3757.235596
	Iteration 13Q: 3 clusters Score -218427.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -218442.859375 Penalty: 3757.235596
	Iteration 14Q: 3 clusters Score -218442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -218448.390625 Penalty: 3757.235596
	Iteration 15Q: 3 clusters Score -218448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -218453.625000 Penalty: 3757.235596
	Iteration 16Q: 3 clusters Score -218453.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -218465.234375 Penalty: 3757.235596
	Iteration 17Q: 3 clusters Score -218465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -218477.187500 Penalty: 3757.235596
	Iteration 18Q: 3 clusters Score -218477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -218484.046875 Penalty: 3757.235596
	Iteration 19Q: 3 clusters Score -218484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -218497.187500 Penalty: 3757.235596
	Iteration 20F: 3 clusters Score -218497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -218508.125000 Penalty: 3757.235596
	Iteration 21Q: 3 clusters Score -218508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -218508.437500 Penalty: 3757.235596
	Iteration 22Q: 3 clusters Score -218508.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -218509.781250 Penalty: 3757.235596
	Iteration 23Q: 3 clusters Score -218509.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -218511.218750 Penalty: 3757.235596
	Iteration 24Q: 3 clusters Score -218511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -218511.218750 Penalty: 3757.235596
	Iteration 25F: 3 clusters Score -218511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Entering Unmasked Estep 
Score: -1977699.375000 Penalty: 2409.466553
	Iteration 0F: 2 clusters Score -1977699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1965767.125000 Penalty: 4818.933105
	Iteration 0F: 3 clusters Score -1965767 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1969803.375000 Penalty: 4818.933105
	Iteration 1F: 3 clusters Score -1969803 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1970290.625000 Penalty: 4818.933105
	Iteration 2F: 3 clusters Score -1970291 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1970757.500000 Penalty: 4818.933105
	Iteration 3F: 3 clusters Score -1970758 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1971233.000000 Penalty: 4818.933105
	Iteration 4F: 3 clusters Score -1971233 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1971806.375000 Penalty: 4818.933105
	Iteration 5F: 3 clusters Score -1971806 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1972447.250000 Penalty: 4818.933105
	Iteration 6F: 3 clusters Score -1972447 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1973107.500000 Penalty: 4818.933105
	Iteration 7F: 3 clusters Score -1973108 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1973689.250000 Penalty: 4818.933105
	Iteration 8F: 3 clusters Score -1973689 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1974100.750000 Penalty: 4818.933105
	Iteration 9Q: 3 clusters Score -1974101 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1974367.750000 Penalty: 4818.933105
	Iteration 10Q: 3 clusters Score -1974368 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1974575.625000 Penalty: 4818.933105
	Iteration 11Q: 3 clusters Score -1974576 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1974728.375000 Penalty: 4818.933105
	Iteration 12Q: 3 clusters Score -1974728 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1974868.500000 Penalty: 4818.933105
	Iteration 13Q: 3 clusters Score -1974868 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1974988.375000 Penalty: 4818.933105
	Iteration 14Q: 3 clusters Score -1974988 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1975103.250000 Penalty: 4818.933105
	Iteration 15Q: 3 clusters Score -1975103 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1975202.875000 Penalty: 4818.933105
	Iteration 16Q: 3 clusters Score -1975203 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1975292.250000 Penalty: 4818.933105
	Iteration 17Q: 3 clusters Score -1975292 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1975371.375000 Penalty: 4818.933105
	Iteration 18Q: 3 clusters Score -1975371 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1975472.000000 Penalty: 4818.933105
	Iteration 19Q: 3 clusters Score -1975472 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1975561.250000 Penalty: 4818.933105
	Iteration 20F: 3 clusters Score -1975561 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1975630.375000 Penalty: 4818.933105
	Iteration 21Q: 3 clusters Score -1975630 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1975700.500000 Penalty: 4818.933105
	Iteration 22Q: 3 clusters Score -1975700 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1975746.500000 Penalty: 4818.933105
	Iteration 23Q: 3 clusters Score -1975746 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1975791.750000 Penalty: 4818.933105
	Iteration 24Q: 3 clusters Score -1975792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1975817.500000 Penalty: 4818.933105
	Iteration 25Q: 3 clusters Score -1975818 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1975845.000000 Penalty: 4818.933105
	Iteration 26Q: 3 clusters Score -1975845 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1975863.000000 Penalty: 4818.933105
	Iteration 27Q: 3 clusters Score -1975863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1975882.375000 Penalty: 4818.933105
	Iteration 28Q: 3 clusters Score -1975882 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1975898.375000 Penalty: 4818.933105
	Iteration 29Q: 3 clusters Score -1975898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1975908.250000 Penalty: 4818.933105
	Iteration 30Q: 3 clusters Score -1975908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1975920.000000 Penalty: 4818.933105
	Iteration 31Q: 3 clusters Score -1975920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1975922.625000 Penalty: 4818.933105
	Iteration 32Q: 3 clusters Score -1975923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1975935.875000 Penalty: 4818.933105
	Iteration 33Q: 3 clusters Score -1975936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1975950.625000 Penalty: 4818.933105
	Iteration 34Q: 3 clusters Score -1975951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1975966.375000 Penalty: 4818.933105
	Iteration 35Q: 3 clusters Score -1975966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1975975.750000 Penalty: 4818.933105
	Iteration 36Q: 3 clusters Score -1975976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1976000.125000 Penalty: 4818.933105
	Iteration 37Q: 3 clusters Score -1976000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1976009.750000 Penalty: 4818.933105
	Iteration 38Q: 3 clusters Score -1976010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1976022.000000 Penalty: 4818.933105
	Iteration 39Q: 3 clusters Score -1976022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1976029.125000 Penalty: 4818.933105
	Iteration 40F: 3 clusters Score -1976029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1976042.125000 Penalty: 4818.933105
	Iteration 41Q: 3 clusters Score -1976042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1976050.125000 Penalty: 4818.933105
	Iteration 42Q: 3 clusters Score -1976050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1976065.000000 Penalty: 4818.933105
	Iteration 43Q: 3 clusters Score -1976065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1976069.000000 Penalty: 4818.933105
	Iteration 44Q: 3 clusters Score -1976069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1976077.500000 Penalty: 4818.933105
	Iteration 45Q: 3 clusters Score -1976078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1976086.250000 Penalty: 4818.933105
	Iteration 46Q: 3 clusters Score -1976086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1976088.375000 Penalty: 4818.933105
	Iteration 47Q: 3 clusters Score -1976088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1976091.875000 Penalty: 4818.933105
	Iteration 48Q: 3 clusters Score -1976092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1976096.875000 Penalty: 4818.933105
	Iteration 49Q: 3 clusters Score -1976097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1976096.125000 Penalty: 4818.933105
	Iteration 50Q: 3 clusters Score -1976096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1976101.125000 Penalty: 4818.933105
	Iteration 51Q: 3 clusters Score -1976101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1976099.250000 Penalty: 4818.933105
	Iteration 52Q: 3 clusters Score -1976099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1976103.500000 Penalty: 4818.933105
	Iteration 53Q: 3 clusters Score -1976104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1976108.250000 Penalty: 4818.933105
	Iteration 54Q: 3 clusters Score -1976108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1976108.125000 Penalty: 4818.933105
	Iteration 55Q: 3 clusters Score -1976108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1976109.375000 Penalty: 4818.933105
	Iteration 56Q: 3 clusters Score -1976109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1976110.250000 Penalty: 4818.933105
	Iteration 57Q: 3 clusters Score -1976110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1976110.250000 Penalty: 4818.933105
	Iteration 58F: 3 clusters Score -1976110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -151903.046875 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -151903 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 485 members 
Entering Unmasked Estep 
Score: -150008.140625 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -150008.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -150404.781250 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -150404.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -150664.187500 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -150664.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -150823.343750 Penalty: 3421.762451
	Iteration 3F: 3 clusters Score -150823.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -150916.015625 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -150916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -150984.531250 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -150984.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -151045.281250 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -151045.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -151099.453125 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -151099.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -151194.328125 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -151194.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -151393.078125 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -151393.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -151540.843750 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -151540.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -151581.984375 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -151582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -151601.984375 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -151602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -151617.734375 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -151617.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -151626.031250 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -151626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -151629.000000 Penalty: 3421.762451
	Iteration 15Q: 3 clusters Score -151629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -151631.609375 Penalty: 3421.762451
	Iteration 16Q: 3 clusters Score -151631.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -151639.125000 Penalty: 3421.762451
	Iteration 17Q: 3 clusters Score -151639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -151646.375000 Penalty: 3421.762451
	Iteration 18Q: 3 clusters Score -151646.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -151652.593750 Penalty: 3421.762451
	Iteration 19Q: 3 clusters Score -151652.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -151652.593750 Penalty: 3421.762451
	Iteration 20F: 3 clusters Score -151652.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Entering Unmasked Estep 
Score: -724579.187500 Penalty: 2157.107422
	Iteration 0F: 2 clusters Score -724579.2 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 2997 members 
Entering Unmasked Estep 
Score: -719434.625000 Penalty: 4314.214844
	Iteration 0F: 3 clusters Score -719434.6 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -720750.500000 Penalty: 4314.214844
	Iteration 1F: 3 clusters Score -720750.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -721002.500000 Penalty: 4314.214844
	Iteration 2F: 3 clusters Score -721002.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -721164.250000 Penalty: 4314.214844
	Iteration 3F: 3 clusters Score -721164.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -721285.562500 Penalty: 4314.214844
	Iteration 4Q: 3 clusters Score -721285.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -721407.625000 Penalty: 4314.214844
	Iteration 5Q: 3 clusters Score -721407.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -721520.312500 Penalty: 4314.214844
	Iteration 6Q: 3 clusters Score -721520.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -721618.312500 Penalty: 4314.214844
	Iteration 7Q: 3 clusters Score -721618.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -721703.187500 Penalty: 4314.214844
	Iteration 8Q: 3 clusters Score -721703.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -721796.187500 Penalty: 4314.214844
	Iteration 9Q: 3 clusters Score -721796.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -721858.375000 Penalty: 4314.214844
	Iteration 10Q: 3 clusters Score -721858.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -721923.562500 Penalty: 4314.214844
	Iteration 11Q: 3 clusters Score -721923.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -721995.000000 Penalty: 4314.214844
	Iteration 12Q: 3 clusters Score -721995 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -722066.500000 Penalty: 4314.214844
	Iteration 13Q: 3 clusters Score -722066.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -722140.812500 Penalty: 4314.214844
	Iteration 14Q: 3 clusters Score -722140.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -722214.562500 Penalty: 4314.214844
	Iteration 15Q: 3 clusters Score -722214.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -722283.312500 Penalty: 4314.214844
	Iteration 16Q: 3 clusters Score -722283.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -722352.687500 Penalty: 4314.214844
	Iteration 17Q: 3 clusters Score -722352.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -722423.312500 Penalty: 4314.214844
	Iteration 18Q: 3 clusters Score -722423.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -722493.562500 Penalty: 4314.214844
	Iteration 19Q: 3 clusters Score -722493.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -722550.312500 Penalty: 4314.214844
	Iteration 20F: 3 clusters Score -722550.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -722600.750000 Penalty: 4314.214844
	Iteration 21Q: 3 clusters Score -722600.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -722645.625000 Penalty: 4314.214844
	Iteration 22Q: 3 clusters Score -722645.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -722681.000000 Penalty: 4314.214844
	Iteration 23Q: 3 clusters Score -722681 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -722719.687500 Penalty: 4314.214844
	Iteration 24Q: 3 clusters Score -722719.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -722745.187500 Penalty: 4314.214844
	Iteration 25Q: 3 clusters Score -722745.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -722766.312500 Penalty: 4314.214844
	Iteration 26Q: 3 clusters Score -722766.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -722787.437500 Penalty: 4314.214844
	Iteration 27Q: 3 clusters Score -722787.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -722805.250000 Penalty: 4314.214844
	Iteration 28Q: 3 clusters Score -722805.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -722825.437500 Penalty: 4314.214844
	Iteration 29Q: 3 clusters Score -722825.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -722839.437500 Penalty: 4314.214844
	Iteration 30Q: 3 clusters Score -722839.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -722849.875000 Penalty: 4314.214844
	Iteration 31Q: 3 clusters Score -722849.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -722858.250000 Penalty: 4314.214844
	Iteration 32Q: 3 clusters Score -722858.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -722865.187500 Penalty: 4314.214844
	Iteration 33Q: 3 clusters Score -722865.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -722870.312500 Penalty: 4314.214844
	Iteration 34Q: 3 clusters Score -722870.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -722873.875000 Penalty: 4314.214844
	Iteration 35Q: 3 clusters Score -722873.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -722875.250000 Penalty: 4314.214844
	Iteration 36Q: 3 clusters Score -722875.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -722876.562500 Penalty: 4314.214844
	Iteration 37Q: 3 clusters Score -722876.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -722878.125000 Penalty: 4314.214844
	Iteration 38Q: 3 clusters Score -722878.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -722878.125000 Penalty: 4314.214844
	Iteration 39F: 3 clusters Score -722878.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Entering Unmasked Estep 
Score: -4476948.500000 Penalty: 2601.829102
	Iteration 0F: 2 clusters Score -4476948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -4452435.000000 Penalty: 5203.658203
	Iteration 0F: 3 clusters Score -4452435 nChanged 16375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -4461728.500000 Penalty: 5203.658203
	Iteration 1F: 3 clusters Score -4461728 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4462765.500000 Penalty: 5203.658203
	Iteration 2F: 3 clusters Score -4462766 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -4464016.000000 Penalty: 5203.658203
	Iteration 3F: 3 clusters Score -4464016 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -4465548.500000 Penalty: 5203.658203
	Iteration 4F: 3 clusters Score -4465548 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -4467240.000000 Penalty: 5203.658203
	Iteration 5F: 3 clusters Score -4467240 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -4468894.500000 Penalty: 5203.658203
	Iteration 6F: 3 clusters Score -4468894 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -4470396.000000 Penalty: 5203.658203
	Iteration 7F: 3 clusters Score -4470396 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4471921.500000 Penalty: 5203.658203
	Iteration 8Q: 3 clusters Score -4471922 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -4473607.000000 Penalty: 5203.658203
	Iteration 9Q: 3 clusters Score -4473607 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -4475339.000000 Penalty: 5203.658203
	Iteration 10Q: 3 clusters Score -4475339 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -4476698.000000 Penalty: 5203.658203
	Iteration 11Q: 3 clusters Score -4476698 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -4477798.500000 Penalty: 5203.658203
	Iteration 12Q: 3 clusters Score -4477798 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -4478650.500000 Penalty: 5203.658203
	Iteration 13Q: 3 clusters Score -4478650 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -4479412.000000 Penalty: 5203.658203
	Iteration 14Q: 3 clusters Score -4479412 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -4480248.000000 Penalty: 5203.658203
	Iteration 15Q: 3 clusters Score -4480248 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -4481198.000000 Penalty: 5203.658203
	Iteration 16Q: 3 clusters Score -4481198 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -4482244.500000 Penalty: 5203.658203
	Iteration 17Q: 3 clusters Score -4482244 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4483153.000000 Penalty: 5203.658203
	Iteration 18Q: 3 clusters Score -4483153 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -4483874.000000 Penalty: 5203.658203
	Iteration 19Q: 3 clusters Score -4483874 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -4484508.500000 Penalty: 5203.658203
	Iteration 20F: 3 clusters Score -4484508 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -4484885.000000 Penalty: 5203.658203
	Iteration 21Q: 3 clusters Score -4484885 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -4485187.500000 Penalty: 5203.658203
	Iteration 22Q: 3 clusters Score -4485188 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -4485377.000000 Penalty: 5203.658203
	Iteration 23Q: 3 clusters Score -4485377 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -4485478.000000 Penalty: 5203.658203
	Iteration 24Q: 3 clusters Score -4485478 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4485527.000000 Penalty: 5203.658203
	Iteration 25Q: 3 clusters Score -4485527 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4485585.000000 Penalty: 5203.658203
	Iteration 26Q: 3 clusters Score -4485585 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -4485587.500000 Penalty: 5203.658203
	Iteration 27Q: 3 clusters Score -4485588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -4485605.500000 Penalty: 5203.658203
	Iteration 28Q: 3 clusters Score -4485606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -4485603.000000 Penalty: 5203.658203
	Iteration 29Q: 3 clusters Score -4485603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4485609.500000 Penalty: 5203.658203
	Iteration 30Q: 3 clusters Score -4485610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4485630.500000 Penalty: 5203.658203
	Iteration 31Q: 3 clusters Score -4485630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -4485626.000000 Penalty: 5203.658203
	Iteration 32Q: 3 clusters Score -4485626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4485629.000000 Penalty: 5203.658203
	Iteration 33Q: 3 clusters Score -4485629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -4485626.500000 Penalty: 5203.658203
	Iteration 34Q: 3 clusters Score -4485626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -4485630.000000 Penalty: 5203.658203
	Iteration 35Q: 3 clusters Score -4485630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -4485630.500000 Penalty: 5203.658203
	Iteration 36Q: 3 clusters Score -4485630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -4485628.000000 Penalty: 5203.658203
	Iteration 37Q: 3 clusters Score -4485628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -4485628.000000 Penalty: 5203.658203
	Iteration 38Q: 3 clusters Score -4485628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -4485628.000000 Penalty: 5203.658203
	Iteration 39F: 3 clusters Score -4485628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 11788 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235074 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 76005 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 137650 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16574 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 16855 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94629 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41087 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 14409 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 95070 members 
Mstep: Class 36 contains 32418 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 3006 members 
Mstep: Class 39 contains 680 members 
Mstep: Class 40 contains 3598 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 2460 members 
Mstep: Class 43 contains 4339 members 
Mstep: Class 44 contains 3897 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3968 members 
Mstep: Class 47 contains 11871 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 10926 members 
Mstep: Class 50 contains 2980 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 10677 members 
Mstep: Class 53 contains 1923 members 
Mstep: Class 54 contains 4864 members 
Mstep: Class 55 contains 610 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 4032 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14475 members 
Mstep: Class 61 contains 32881 members 
Mstep: Class 62 contains 43319 members 
Mstep: Class 63 contains 92025 members 
Mstep: Class 64 contains 3680 members 
Mstep: Class 65 contains 596 members 
Mstep: Class 66 contains 1794 members 
Mstep: Class 67 contains 3407 members 
Mstep: Class 68 contains 19144 members 
Entering Unmasked Estep 
Score: -154517104.000000 Penalty: 237579.203125
Splitting cluster 27 changes total score from -154504800.000000 to -154517104.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 28 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -264331.906250 Penalty: 1915.004395
	Iteration 0F: 2 clusters Score -264331.9 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 1171 members 
Entering Unmasked Estep 
Score: -261565.406250 Penalty: 3830.008789
	Iteration 0F: 3 clusters Score -261565.4 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -262127.234375 Penalty: 3830.008789
	Iteration 1F: 3 clusters Score -262127.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -262373.156250 Penalty: 3830.008789
	Iteration 2F: 3 clusters Score -262373.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -262554.312500 Penalty: 3830.008789
	Iteration 3F: 3 clusters Score -262554.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -262707.093750 Penalty: 3830.008789
	Iteration 4F: 3 clusters Score -262707.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -262826.593750 Penalty: 3830.008789
	Iteration 5F: 3 clusters Score -262826.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -262915.093750 Penalty: 3830.008789
	Iteration 6Q: 3 clusters Score -262915.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -262976.687500 Penalty: 3830.008789
	Iteration 7Q: 3 clusters Score -262976.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -263029.437500 Penalty: 3830.008789
	Iteration 8Q: 3 clusters Score -263029.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -263062.406250 Penalty: 3830.008789
	Iteration 9Q: 3 clusters Score -263062.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -263089.875000 Penalty: 3830.008789
	Iteration 10Q: 3 clusters Score -263089.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -263119.843750 Penalty: 3830.008789
	Iteration 11Q: 3 clusters Score -263119.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -263154.031250 Penalty: 3830.008789
	Iteration 12Q: 3 clusters Score -263154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -263181.687500 Penalty: 3830.008789
	Iteration 13Q: 3 clusters Score -263181.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -263204.625000 Penalty: 3830.008789
	Iteration 14Q: 3 clusters Score -263204.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -263218.093750 Penalty: 3830.008789
	Iteration 15Q: 3 clusters Score -263218.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -263230.656250 Penalty: 3830.008789
	Iteration 16Q: 3 clusters Score -263230.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -263235.437500 Penalty: 3830.008789
	Iteration 17Q: 3 clusters Score -263235.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -263241.687500 Penalty: 3830.008789
	Iteration 18Q: 3 clusters Score -263241.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -263246.000000 Penalty: 3830.008789
	Iteration 19Q: 3 clusters Score -263246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -263249.281250 Penalty: 3830.008789
	Iteration 20F: 3 clusters Score -263249.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -263252.562500 Penalty: 3830.008789
	Iteration 21Q: 3 clusters Score -263252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -263255.281250 Penalty: 3830.008789
	Iteration 22Q: 3 clusters Score -263255.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -263257.750000 Penalty: 3830.008789
	Iteration 23Q: 3 clusters Score -263257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -263259.156250 Penalty: 3830.008789
	Iteration 24Q: 3 clusters Score -263259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -263261.093750 Penalty: 3830.008789
	Iteration 25Q: 3 clusters Score -263261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -263262.343750 Penalty: 3830.008789
	Iteration 26Q: 3 clusters Score -263262.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -263263.250000 Penalty: 3830.008789
	Iteration 27Q: 3 clusters Score -263263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -263265.625000 Penalty: 3830.008789
	Iteration 28Q: 3 clusters Score -263265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -263267.718750 Penalty: 3830.008789
	Iteration 29Q: 3 clusters Score -263267.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -263269.718750 Penalty: 3830.008789
	Iteration 30Q: 3 clusters Score -263269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -263270.625000 Penalty: 3830.008789
	Iteration 31Q: 3 clusters Score -263270.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -263270.625000 Penalty: 3830.008789
	Iteration 32F: 3 clusters Score -263270.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (94629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94629 members 
Entering Unmasked Estep 
Score: -11499821.000000 Penalty: 2841.514160
	Iteration 0F: 2 clusters Score -1.149982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -11436458.000000 Penalty: 5683.028320
	Iteration 0F: 3 clusters Score -1.143646e+07 nChanged 44678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -11461765.000000 Penalty: 5683.028320
	Iteration 1F: 3 clusters Score -1.146176e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -11462481.000000 Penalty: 5683.028320
	Iteration 2Q: 3 clusters Score -1.146248e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -11463324.000000 Penalty: 5683.028320
	Iteration 3Q: 3 clusters Score -1.146332e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -11464088.000000 Penalty: 5683.028320
	Iteration 4Q: 3 clusters Score -1.146409e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -11465026.000000 Penalty: 5683.028320
	Iteration 5Q: 3 clusters Score -1.146503e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -11466181.000000 Penalty: 5683.028320
	Iteration 6Q: 3 clusters Score -1.146618e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -11467551.000000 Penalty: 5683.028320
	Iteration 7Q: 3 clusters Score -1.146755e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -11469441.000000 Penalty: 5683.028320
	Iteration 8Q: 3 clusters Score -1.146944e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -11472029.000000 Penalty: 5683.028320
	Iteration 9Q: 3 clusters Score -1.147203e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -11475670.000000 Penalty: 5683.028320
	Iteration 10F: 3 clusters Score -1.147567e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -11479702.000000 Penalty: 5683.028320
	Iteration 11F: 3 clusters Score -1.14797e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -11483481.000000 Penalty: 5683.028320
	Iteration 12F: 3 clusters Score -1.148348e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -11486533.000000 Penalty: 5683.028320
	Iteration 13Q: 3 clusters Score -1.148653e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -11488909.000000 Penalty: 5683.028320
	Iteration 14Q: 3 clusters Score -1.148891e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -11490798.000000 Penalty: 5683.028320
	Iteration 15Q: 3 clusters Score -1.14908e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -11492465.000000 Penalty: 5683.028320
	Iteration 16Q: 3 clusters Score -1.149246e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85856 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -11493821.000000 Penalty: 5683.028320
	Iteration 17Q: 3 clusters Score -1.149382e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -11494906.000000 Penalty: 5683.028320
	Iteration 18Q: 3 clusters Score -1.149491e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -11495732.000000 Penalty: 5683.028320
	Iteration 19Q: 3 clusters Score -1.149573e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -11496309.000000 Penalty: 5683.028320
	Iteration 20F: 3 clusters Score -1.149631e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -11496714.000000 Penalty: 5683.028320
	Iteration 21Q: 3 clusters Score -1.149671e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91607 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -11497004.000000 Penalty: 5683.028320
	Iteration 22Q: 3 clusters Score -1.1497e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92033 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -11497198.000000 Penalty: 5683.028320
	Iteration 23Q: 3 clusters Score -1.14972e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -11497276.000000 Penalty: 5683.028320
	Iteration 24Q: 3 clusters Score -1.149728e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -11497384.000000 Penalty: 5683.028320
	Iteration 25Q: 3 clusters Score -1.149738e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92723 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -11497430.000000 Penalty: 5683.028320
	Iteration 26Q: 3 clusters Score -1.149743e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92842 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -11497481.000000 Penalty: 5683.028320
	Iteration 27Q: 3 clusters Score -1.149748e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -11497540.000000 Penalty: 5683.028320
	Iteration 28Q: 3 clusters Score -1.149754e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -11497563.000000 Penalty: 5683.028320
	Iteration 29Q: 3 clusters Score -1.149756e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -11497591.000000 Penalty: 5683.028320
	Iteration 30Q: 3 clusters Score -1.149759e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11497598.000000 Penalty: 5683.028320
	Iteration 31Q: 3 clusters Score -1.14976e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -11497598.000000 Penalty: 5683.028320
	Iteration 32Q: 3 clusters Score -1.14976e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93167 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -11497623.000000 Penalty: 5683.028320
	Iteration 33Q: 3 clusters Score -1.149762e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93194 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -11497631.000000 Penalty: 5683.028320
	Iteration 34Q: 3 clusters Score -1.149763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93210 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11497647.000000 Penalty: 5683.028320
	Iteration 35Q: 3 clusters Score -1.149765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93227 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11497650.000000 Penalty: 5683.028320
	Iteration 36Q: 3 clusters Score -1.149765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -11497655.000000 Penalty: 5683.028320
	Iteration 37Q: 3 clusters Score -1.149766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -11497672.000000 Penalty: 5683.028320
	Iteration 38Q: 3 clusters Score -1.149767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93251 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -11497678.000000 Penalty: 5683.028320
	Iteration 39Q: 3 clusters Score -1.149768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11497702.000000 Penalty: 5683.028320
	Iteration 40F: 3 clusters Score -1.14977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -11497699.000000 Penalty: 5683.028320
	Iteration 41Q: 3 clusters Score -1.14977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93291 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -11497695.000000 Penalty: 5683.028320
	Iteration 42Q: 3 clusters Score -1.14977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93306 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -11497700.000000 Penalty: 5683.028320
	Iteration 43Q: 3 clusters Score -1.14977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11497718.000000 Penalty: 5683.028320
	Iteration 44Q: 3 clusters Score -1.149772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93320 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -11497717.000000 Penalty: 5683.028320
	Iteration 45Q: 3 clusters Score -1.149772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93318 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11497714.000000 Penalty: 5683.028320
	Iteration 46Q: 3 clusters Score -1.149771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93318 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11497714.000000 Penalty: 5683.028320
	Iteration 47F: 3 clusters Score -1.149771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Entering Unmasked Estep 
Score: -546857.937500 Penalty: 2093.572021
	Iteration 0F: 2 clusters Score -546857.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -542572.937500 Penalty: 4187.144043
	Iteration 0F: 3 clusters Score -542572.9 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -543693.375000 Penalty: 4187.144043
	Iteration 1F: 3 clusters Score -543693.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -544045.875000 Penalty: 4187.144043
	Iteration 2F: 3 clusters Score -544045.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -544377.812500 Penalty: 4187.144043
	Iteration 3F: 3 clusters Score -544377.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -544754.625000 Penalty: 4187.144043
	Iteration 4F: 3 clusters Score -544754.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -545107.500000 Penalty: 4187.144043
	Iteration 5F: 3 clusters Score -545107.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -545395.500000 Penalty: 4187.144043
	Iteration 6F: 3 clusters Score -545395.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -545590.187500 Penalty: 4187.144043
	Iteration 7Q: 3 clusters Score -545590.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -545687.625000 Penalty: 4187.144043
	Iteration 8Q: 3 clusters Score -545687.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -545747.937500 Penalty: 4187.144043
	Iteration 9Q: 3 clusters Score -545747.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -545787.250000 Penalty: 4187.144043
	Iteration 10Q: 3 clusters Score -545787.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -545823.312500 Penalty: 4187.144043
	Iteration 11Q: 3 clusters Score -545823.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -545846.625000 Penalty: 4187.144043
	Iteration 12Q: 3 clusters Score -545846.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -545861.687500 Penalty: 4187.144043
	Iteration 13Q: 3 clusters Score -545861.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -545867.500000 Penalty: 4187.144043
	Iteration 14Q: 3 clusters Score -545867.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -545875.562500 Penalty: 4187.144043
	Iteration 15Q: 3 clusters Score -545875.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -545881.937500 Penalty: 4187.144043
	Iteration 16Q: 3 clusters Score -545881.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -545885.375000 Penalty: 4187.144043
	Iteration 17Q: 3 clusters Score -545885.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -545887.250000 Penalty: 4187.144043
	Iteration 18Q: 3 clusters Score -545887.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -545890.250000 Penalty: 4187.144043
	Iteration 19Q: 3 clusters Score -545890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -545891.062500 Penalty: 4187.144043
	Iteration 20F: 3 clusters Score -545891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -545893.500000 Penalty: 4187.144043
	Iteration 21Q: 3 clusters Score -545893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -545894.062500 Penalty: 4187.144043
	Iteration 22Q: 3 clusters Score -545894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -545895.812500 Penalty: 4187.144043
	Iteration 23Q: 3 clusters Score -545895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -545895.000000 Penalty: 4187.144043
	Iteration 24Q: 3 clusters Score -545895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -545896.125000 Penalty: 4187.144043
	Iteration 25Q: 3 clusters Score -545896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -545896.875000 Penalty: 4187.144043
	Iteration 26Q: 3 clusters Score -545896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -545897.687500 Penalty: 4187.144043
	Iteration 27Q: 3 clusters Score -545897.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -545898.187500 Penalty: 4187.144043
	Iteration 28Q: 3 clusters Score -545898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -545898.375000 Penalty: 4187.144043
	Iteration 29Q: 3 clusters Score -545898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -545898.375000 Penalty: 4187.144043
	Iteration 30F: 3 clusters Score -545898.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (41087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Entering Unmasked Estep 
Score: -4974677.000000 Penalty: 2634.614990
	Iteration 0F: 2 clusters Score -4974677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -4946814.500000 Penalty: 5269.229980
	Iteration 0F: 3 clusters Score -4946814 nChanged 18766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -4957068.000000 Penalty: 5269.229980
	Iteration 1F: 3 clusters Score -4957068 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -4957753.000000 Penalty: 5269.229980
	Iteration 2Q: 3 clusters Score -4957753 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -4958631.500000 Penalty: 5269.229980
	Iteration 3Q: 3 clusters Score -4958632 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -4959596.500000 Penalty: 5269.229980
	Iteration 4Q: 3 clusters Score -4959596 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -4960878.500000 Penalty: 5269.229980
	Iteration 5F: 3 clusters Score -4960878 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -4962337.000000 Penalty: 5269.229980
	Iteration 6F: 3 clusters Score -4962337 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -4963954.500000 Penalty: 5269.229980
	Iteration 7F: 3 clusters Score -4963954 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -4965475.500000 Penalty: 5269.229980
	Iteration 8F: 3 clusters Score -4965476 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -4966765.000000 Penalty: 5269.229980
	Iteration 9F: 3 clusters Score -4966765 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -4967690.500000 Penalty: 5269.229980
	Iteration 10Q: 3 clusters Score -4967690 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -4968285.500000 Penalty: 5269.229980
	Iteration 11Q: 3 clusters Score -4968286 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -4968684.000000 Penalty: 5269.229980
	Iteration 12Q: 3 clusters Score -4968684 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4968919.500000 Penalty: 5269.229980
	Iteration 13Q: 3 clusters Score -4968920 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4969133.500000 Penalty: 5269.229980
	Iteration 14Q: 3 clusters Score -4969134 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -4969352.000000 Penalty: 5269.229980
	Iteration 15Q: 3 clusters Score -4969352 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -4969525.000000 Penalty: 5269.229980
	Iteration 16Q: 3 clusters Score -4969525 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -4969669.000000 Penalty: 5269.229980
	Iteration 17Q: 3 clusters Score -4969669 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4969855.500000 Penalty: 5269.229980
	Iteration 18Q: 3 clusters Score -4969856 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -4969991.500000 Penalty: 5269.229980
	Iteration 19Q: 3 clusters Score -4969992 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -4970105.000000 Penalty: 5269.229980
	Iteration 20F: 3 clusters Score -4970105 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -4970241.000000 Penalty: 5269.229980
	Iteration 21Q: 3 clusters Score -4970241 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -4970340.500000 Penalty: 5269.229980
	Iteration 22Q: 3 clusters Score -4970340 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -4970433.000000 Penalty: 5269.229980
	Iteration 23Q: 3 clusters Score -4970433 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -4970531.000000 Penalty: 5269.229980
	Iteration 24Q: 3 clusters Score -4970531 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -4970630.000000 Penalty: 5269.229980
	Iteration 25Q: 3 clusters Score -4970630 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4970752.000000 Penalty: 5269.229980
	Iteration 26Q: 3 clusters Score -4970752 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -4970846.000000 Penalty: 5269.229980
	Iteration 27Q: 3 clusters Score -4970846 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -4970911.000000 Penalty: 5269.229980
	Iteration 28Q: 3 clusters Score -4970911 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -4970993.500000 Penalty: 5269.229980
	Iteration 29Q: 3 clusters Score -4970994 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -4971058.000000 Penalty: 5269.229980
	Iteration 30Q: 3 clusters Score -4971058 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -4971170.000000 Penalty: 5269.229980
	Iteration 31Q: 3 clusters Score -4971170 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -4971261.000000 Penalty: 5269.229980
	Iteration 32Q: 3 clusters Score -4971261 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4971364.500000 Penalty: 5269.229980
	Iteration 33Q: 3 clusters Score -4971364 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -4971410.000000 Penalty: 5269.229980
	Iteration 34Q: 3 clusters Score -4971410 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -4971470.500000 Penalty: 5269.229980
	Iteration 35Q: 3 clusters Score -4971470 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -4971539.500000 Penalty: 5269.229980
	Iteration 36Q: 3 clusters Score -4971540 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -4971582.000000 Penalty: 5269.229980
	Iteration 37Q: 3 clusters Score -4971582 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -4971635.000000 Penalty: 5269.229980
	Iteration 38Q: 3 clusters Score -4971635 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -4971672.000000 Penalty: 5269.229980
	Iteration 39Q: 3 clusters Score -4971672 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4971708.500000 Penalty: 5269.229980
	Iteration 40F: 3 clusters Score -4971708 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -4971752.000000 Penalty: 5269.229980
	Iteration 41Q: 3 clusters Score -4971752 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -4971801.000000 Penalty: 5269.229980
	Iteration 42Q: 3 clusters Score -4971801 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -4971853.500000 Penalty: 5269.229980
	Iteration 43Q: 3 clusters Score -4971854 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -4971909.500000 Penalty: 5269.229980
	Iteration 44Q: 3 clusters Score -4971910 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -4971950.500000 Penalty: 5269.229980
	Iteration 45Q: 3 clusters Score -4971950 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -4971980.500000 Penalty: 5269.229980
	Iteration 46Q: 3 clusters Score -4971980 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -4972020.500000 Penalty: 5269.229980
	Iteration 47Q: 3 clusters Score -4972020 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -4972050.500000 Penalty: 5269.229980
	Iteration 48Q: 3 clusters Score -4972050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -4972068.000000 Penalty: 5269.229980
	Iteration 49Q: 3 clusters Score -4972068 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -4972102.500000 Penalty: 5269.229980
	Iteration 50Q: 3 clusters Score -4972102 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -4972122.000000 Penalty: 5269.229980
	Iteration 51Q: 3 clusters Score -4972122 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -4972170.500000 Penalty: 5269.229980
	Iteration 52Q: 3 clusters Score -4972170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -4972199.500000 Penalty: 5269.229980
	Iteration 53Q: 3 clusters Score -4972200 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -4972243.500000 Penalty: 5269.229980
	Iteration 54Q: 3 clusters Score -4972244 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -4972273.500000 Penalty: 5269.229980
	Iteration 55Q: 3 clusters Score -4972274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -4972294.000000 Penalty: 5269.229980
	Iteration 56Q: 3 clusters Score -4972294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -4972308.000000 Penalty: 5269.229980
	Iteration 57Q: 3 clusters Score -4972308 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -4972332.000000 Penalty: 5269.229980
	Iteration 58Q: 3 clusters Score -4972332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -4972341.500000 Penalty: 5269.229980
	Iteration 59Q: 3 clusters Score -4972342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -4972354.500000 Penalty: 5269.229980
	Iteration 60F: 3 clusters Score -4972354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -4972356.500000 Penalty: 5269.229980
	Iteration 61Q: 3 clusters Score -4972356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -4972377.500000 Penalty: 5269.229980
	Iteration 62Q: 3 clusters Score -4972378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -4972389.000000 Penalty: 5269.229980
	Iteration 63Q: 3 clusters Score -4972389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -4972385.000000 Penalty: 5269.229980
	Iteration 64Q: 3 clusters Score -4972385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -4972396.000000 Penalty: 5269.229980
	Iteration 65Q: 3 clusters Score -4972396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -4972397.500000 Penalty: 5269.229980
	Iteration 66Q: 3 clusters Score -4972398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -4972387.500000 Penalty: 5269.229980
	Iteration 67Q: 3 clusters Score -4972388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -4972402.500000 Penalty: 5269.229980
	Iteration 68Q: 3 clusters Score -4972402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -4972406.500000 Penalty: 5269.229980
	Iteration 69Q: 3 clusters Score -4972406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -4972412.000000 Penalty: 5269.229980
	Iteration 70Q: 3 clusters Score -4972412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -4972415.500000 Penalty: 5269.229980
	Iteration 71Q: 3 clusters Score -4972416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -4972415.000000 Penalty: 5269.229980
	Iteration 72Q: 3 clusters Score -4972415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -4972411.000000 Penalty: 5269.229980
	Iteration 73Q: 3 clusters Score -4972411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -4972418.000000 Penalty: 5269.229980
	Iteration 74Q: 3 clusters Score -4972418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -4972414.000000 Penalty: 5269.229980
	Iteration 75Q: 3 clusters Score -4972414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -4972418.000000 Penalty: 5269.229980
	Iteration 76Q: 3 clusters Score -4972418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -4972420.000000 Penalty: 5269.229980
	Iteration 77Q: 3 clusters Score -4972420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -4972425.500000 Penalty: 5269.229980
	Iteration 78Q: 3 clusters Score -4972426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -4972426.500000 Penalty: 5269.229980
	Iteration 79Q: 3 clusters Score -4972426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -4972427.500000 Penalty: 5269.229980
	Iteration 80F: 3 clusters Score -4972428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -4972423.500000 Penalty: 5269.229980
	Iteration 81Q: 3 clusters Score -4972424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -4972421.000000 Penalty: 5269.229980
	Iteration 82Q: 3 clusters Score -4972421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -4972426.000000 Penalty: 5269.229980
	Iteration 83Q: 3 clusters Score -4972426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -4972435.500000 Penalty: 5269.229980
	Iteration 84Q: 3 clusters Score -4972436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -4972441.000000 Penalty: 5269.229980
	Iteration 85Q: 3 clusters Score -4972441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -4972447.000000 Penalty: 5269.229980
	Iteration 86Q: 3 clusters Score -4972447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -4972449.000000 Penalty: 5269.229980
	Iteration 87Q: 3 clusters Score -4972449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -4972448.500000 Penalty: 5269.229980
	Iteration 88Q: 3 clusters Score -4972448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -4972460.500000 Penalty: 5269.229980
	Iteration 89Q: 3 clusters Score -4972460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -4972465.500000 Penalty: 5269.229980
	Iteration 90Q: 3 clusters Score -4972466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -4972464.000000 Penalty: 5269.229980
	Iteration 91Q: 3 clusters Score -4972464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -4972468.500000 Penalty: 5269.229980
	Iteration 92Q: 3 clusters Score -4972468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -4972465.500000 Penalty: 5269.229980
	Iteration 93Q: 3 clusters Score -4972466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -4972473.000000 Penalty: 5269.229980
	Iteration 94Q: 3 clusters Score -4972473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -4972481.500000 Penalty: 5269.229980
	Iteration 95Q: 3 clusters Score -4972482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -4972486.000000 Penalty: 5269.229980
	Iteration 96Q: 3 clusters Score -4972486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -4972479.500000 Penalty: 5269.229980
	Iteration 97Q: 3 clusters Score -4972480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -4972493.000000 Penalty: 5269.229980
	Iteration 98Q: 3 clusters Score -4972493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -4972494.000000 Penalty: 5269.229980
	Iteration 99Q: 3 clusters Score -4972494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -4972493.500000 Penalty: 5269.229980
	Iteration 100F: 3 clusters Score -4972494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -4972500.000000 Penalty: 5269.229980
	Iteration 101Q: 3 clusters Score -4972500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -4972505.000000 Penalty: 5269.229980
	Iteration 102Q: 3 clusters Score -4972505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -4972504.000000 Penalty: 5269.229980
	Iteration 103Q: 3 clusters Score -4972504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -4972507.500000 Penalty: 5269.229980
	Iteration 104Q: 3 clusters Score -4972508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -4972515.500000 Penalty: 5269.229980
	Iteration 105Q: 3 clusters Score -4972516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -4972513.000000 Penalty: 5269.229980
	Iteration 106Q: 3 clusters Score -4972513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -4972513.000000 Penalty: 5269.229980
	Iteration 107Q: 3 clusters Score -4972513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -4972521.000000 Penalty: 5269.229980
	Iteration 108Q: 3 clusters Score -4972521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -4972523.000000 Penalty: 5269.229980
	Iteration 109Q: 3 clusters Score -4972523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -4972518.500000 Penalty: 5269.229980
	Iteration 110Q: 3 clusters Score -4972518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -4972514.000000 Penalty: 5269.229980
	Iteration 111Q: 3 clusters Score -4972514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -4972513.000000 Penalty: 5269.229980
	Iteration 112Q: 3 clusters Score -4972513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -4972515.000000 Penalty: 5269.229980
	Iteration 113Q: 3 clusters Score -4972515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -4972516.000000 Penalty: 5269.229980
	Iteration 114Q: 3 clusters Score -4972516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -4972515.500000 Penalty: 5269.229980
	Iteration 115Q: 3 clusters Score -4972516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -4972518.000000 Penalty: 5269.229980
	Iteration 116Q: 3 clusters Score -4972518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -4972520.500000 Penalty: 5269.229980
	Iteration 117Q: 3 clusters Score -4972520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -4972520.500000 Penalty: 5269.229980
	Iteration 118F: 3 clusters Score -4972520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Entering Unmasked Estep 
Score: -537767.062500 Penalty: 2122.181396
	Iteration 0F: 2 clusters Score -537767.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -533063.250000 Penalty: 4244.362793
	Iteration 0F: 3 clusters Score -533063.2 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -534310.625000 Penalty: 4244.362793
	Iteration 1F: 3 clusters Score -534310.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -534709.687500 Penalty: 4244.362793
	Iteration 2F: 3 clusters Score -534709.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -535011.312500 Penalty: 4244.362793
	Iteration 3F: 3 clusters Score -535011.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -535320.125000 Penalty: 4244.362793
	Iteration 4F: 3 clusters Score -535320.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -535589.000000 Penalty: 4244.362793
	Iteration 5F: 3 clusters Score -535589 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -535816.750000 Penalty: 4244.362793
	Iteration 6F: 3 clusters Score -535816.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -536075.375000 Penalty: 4244.362793
	Iteration 7Q: 3 clusters Score -536075.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -536335.062500 Penalty: 4244.362793
	Iteration 8F: 3 clusters Score -536335.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -536499.625000 Penalty: 4244.362793
	Iteration 9Q: 3 clusters Score -536499.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -536620.937500 Penalty: 4244.362793
	Iteration 10Q: 3 clusters Score -536620.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -536719.500000 Penalty: 4244.362793
	Iteration 11Q: 3 clusters Score -536719.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -536794.812500 Penalty: 4244.362793
	Iteration 12Q: 3 clusters Score -536794.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -536865.812500 Penalty: 4244.362793
	Iteration 13Q: 3 clusters Score -536865.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -536914.250000 Penalty: 4244.362793
	Iteration 14Q: 3 clusters Score -536914.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -536946.500000 Penalty: 4244.362793
	Iteration 15Q: 3 clusters Score -536946.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -536971.625000 Penalty: 4244.362793
	Iteration 16Q: 3 clusters Score -536971.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -536989.500000 Penalty: 4244.362793
	Iteration 17Q: 3 clusters Score -536989.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -537002.500000 Penalty: 4244.362793
	Iteration 18Q: 3 clusters Score -537002.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -537009.687500 Penalty: 4244.362793
	Iteration 19Q: 3 clusters Score -537009.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -537016.750000 Penalty: 4244.362793
	Iteration 20F: 3 clusters Score -537016.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -537023.125000 Penalty: 4244.362793
	Iteration 21Q: 3 clusters Score -537023.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -537028.812500 Penalty: 4244.362793
	Iteration 22Q: 3 clusters Score -537028.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -537033.250000 Penalty: 4244.362793
	Iteration 23Q: 3 clusters Score -537033.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -537036.500000 Penalty: 4244.362793
	Iteration 24Q: 3 clusters Score -537036.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -537039.000000 Penalty: 4244.362793
	Iteration 25Q: 3 clusters Score -537039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -537041.812500 Penalty: 4244.362793
	Iteration 26Q: 3 clusters Score -537041.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -537042.187500 Penalty: 4244.362793
	Iteration 27Q: 3 clusters Score -537042.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -537044.312500 Penalty: 4244.362793
	Iteration 28Q: 3 clusters Score -537044.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -537045.250000 Penalty: 4244.362793
	Iteration 29Q: 3 clusters Score -537045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -537046.500000 Penalty: 4244.362793
	Iteration 30Q: 3 clusters Score -537046.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -537047.625000 Penalty: 4244.362793
	Iteration 31Q: 3 clusters Score -537047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -537048.312500 Penalty: 4244.362793
	Iteration 32Q: 3 clusters Score -537048.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -537048.312500 Penalty: 4244.362793
	Iteration 33F: 3 clusters Score -537048.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Entering Unmasked Estep 
Score: -1728346.875000 Penalty: 2374.750732
	Iteration 0F: 2 clusters Score -1728347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1717805.375000 Penalty: 4749.501465
	Iteration 0F: 3 clusters Score -1717805 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1721190.625000 Penalty: 4749.501465
	Iteration 1F: 3 clusters Score -1721191 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1721615.000000 Penalty: 4749.501465
	Iteration 2F: 3 clusters Score -1721615 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1722027.375000 Penalty: 4749.501465
	Iteration 3F: 3 clusters Score -1722027 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1722410.875000 Penalty: 4749.501465
	Iteration 4F: 3 clusters Score -1722411 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1722817.500000 Penalty: 4749.501465
	Iteration 5F: 3 clusters Score -1722818 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1723263.125000 Penalty: 4749.501465
	Iteration 6Q: 3 clusters Score -1723263 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1723837.000000 Penalty: 4749.501465
	Iteration 7F: 3 clusters Score -1723837 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1724478.125000 Penalty: 4749.501465
	Iteration 8F: 3 clusters Score -1724478 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1725061.750000 Penalty: 4749.501465
	Iteration 9F: 3 clusters Score -1725062 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1725513.125000 Penalty: 4749.501465
	Iteration 10Q: 3 clusters Score -1725513 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1725779.750000 Penalty: 4749.501465
	Iteration 11Q: 3 clusters Score -1725780 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1725945.250000 Penalty: 4749.501465
	Iteration 12Q: 3 clusters Score -1725945 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1726096.500000 Penalty: 4749.501465
	Iteration 13Q: 3 clusters Score -1726096 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1726221.375000 Penalty: 4749.501465
	Iteration 14Q: 3 clusters Score -1726221 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1726352.250000 Penalty: 4749.501465
	Iteration 15Q: 3 clusters Score -1726352 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1726468.250000 Penalty: 4749.501465
	Iteration 16Q: 3 clusters Score -1726468 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1726570.125000 Penalty: 4749.501465
	Iteration 17Q: 3 clusters Score -1726570 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1726650.125000 Penalty: 4749.501465
	Iteration 18Q: 3 clusters Score -1726650 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1726722.250000 Penalty: 4749.501465
	Iteration 19Q: 3 clusters Score -1726722 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1726786.625000 Penalty: 4749.501465
	Iteration 20F: 3 clusters Score -1726787 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1726845.625000 Penalty: 4749.501465
	Iteration 21Q: 3 clusters Score -1726846 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1726900.875000 Penalty: 4749.501465
	Iteration 22Q: 3 clusters Score -1726901 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1726942.125000 Penalty: 4749.501465
	Iteration 23Q: 3 clusters Score -1726942 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1726982.875000 Penalty: 4749.501465
	Iteration 24Q: 3 clusters Score -1726983 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1727010.625000 Penalty: 4749.501465
	Iteration 25Q: 3 clusters Score -1727011 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1727028.000000 Penalty: 4749.501465
	Iteration 26Q: 3 clusters Score -1727028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1727044.250000 Penalty: 4749.501465
	Iteration 27Q: 3 clusters Score -1727044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1727050.125000 Penalty: 4749.501465
	Iteration 28Q: 3 clusters Score -1727050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1727058.875000 Penalty: 4749.501465
	Iteration 29Q: 3 clusters Score -1727059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1727063.875000 Penalty: 4749.501465
	Iteration 30Q: 3 clusters Score -1727064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1727068.000000 Penalty: 4749.501465
	Iteration 31Q: 3 clusters Score -1727068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1727070.500000 Penalty: 4749.501465
	Iteration 32Q: 3 clusters Score -1727070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1727072.750000 Penalty: 4749.501465
	Iteration 33Q: 3 clusters Score -1727073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1727072.875000 Penalty: 4749.501465
	Iteration 34Q: 3 clusters Score -1727073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1727076.125000 Penalty: 4749.501465
	Iteration 35Q: 3 clusters Score -1727076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1727077.375000 Penalty: 4749.501465
	Iteration 36Q: 3 clusters Score -1727077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1727081.250000 Penalty: 4749.501465
	Iteration 37Q: 3 clusters Score -1727081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1727084.375000 Penalty: 4749.501465
	Iteration 38Q: 3 clusters Score -1727084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1727084.625000 Penalty: 4749.501465
	Iteration 39Q: 3 clusters Score -1727085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1727082.000000 Penalty: 4749.501465
	Iteration 40F: 3 clusters Score -1727082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1727087.625000 Penalty: 4749.501465
	Iteration 41Q: 3 clusters Score -1727088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1727088.375000 Penalty: 4749.501465
	Iteration 42Q: 3 clusters Score -1727088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1727090.375000 Penalty: 4749.501465
	Iteration 43Q: 3 clusters Score -1727090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1727089.750000 Penalty: 4749.501465
	Iteration 44Q: 3 clusters Score -1727090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1727096.000000 Penalty: 4749.501465
	Iteration 45Q: 3 clusters Score -1727096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1727093.875000 Penalty: 4749.501465
	Iteration 46Q: 3 clusters Score -1727094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1727093.875000 Penalty: 4749.501465
	Iteration 47Q: 3 clusters Score -1727094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1727096.750000 Penalty: 4749.501465
	Iteration 48Q: 3 clusters Score -1727097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1727099.625000 Penalty: 4749.501465
	Iteration 49Q: 3 clusters Score -1727100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1727108.000000 Penalty: 4749.501465
	Iteration 50Q: 3 clusters Score -1727108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1727104.625000 Penalty: 4749.501465
	Iteration 51Q: 3 clusters Score -1727105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1727103.875000 Penalty: 4749.501465
	Iteration 52Q: 3 clusters Score -1727104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1727105.500000 Penalty: 4749.501465
	Iteration 53Q: 3 clusters Score -1727106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1727105.500000 Penalty: 4749.501465
	Iteration 54F: 3 clusters Score -1727106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Entering Unmasked Estep 
Score: -1825717.625000 Penalty: 2391.969971
	Iteration 0F: 2 clusters Score -1825718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1814588.125000 Penalty: 4783.939941
	Iteration 0F: 3 clusters Score -1814588 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1818332.375000 Penalty: 4783.939941
	Iteration 1F: 3 clusters Score -1818332 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1819111.375000 Penalty: 4783.939941
	Iteration 2F: 3 clusters Score -1819111 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1819940.500000 Penalty: 4783.939941
	Iteration 3F: 3 clusters Score -1819940 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1820820.125000 Penalty: 4783.939941
	Iteration 4F: 3 clusters Score -1820820 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1821515.000000 Penalty: 4783.939941
	Iteration 5F: 3 clusters Score -1821515 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1822091.125000 Penalty: 4783.939941
	Iteration 6F: 3 clusters Score -1822091 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1822631.000000 Penalty: 4783.939941
	Iteration 7F: 3 clusters Score -1822631 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1823115.375000 Penalty: 4783.939941
	Iteration 8Q: 3 clusters Score -1823115 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1823527.500000 Penalty: 4783.939941
	Iteration 9Q: 3 clusters Score -1823528 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1823851.875000 Penalty: 4783.939941
	Iteration 10Q: 3 clusters Score -1823852 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1824110.000000 Penalty: 4783.939941
	Iteration 11Q: 3 clusters Score -1824110 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1824338.500000 Penalty: 4783.939941
	Iteration 12Q: 3 clusters Score -1824338 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1824519.500000 Penalty: 4783.939941
	Iteration 13Q: 3 clusters Score -1824520 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1824671.375000 Penalty: 4783.939941
	Iteration 14Q: 3 clusters Score -1824671 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1824802.500000 Penalty: 4783.939941
	Iteration 15Q: 3 clusters Score -1824802 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1824880.625000 Penalty: 4783.939941
	Iteration 16Q: 3 clusters Score -1824881 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1824930.000000 Penalty: 4783.939941
	Iteration 17Q: 3 clusters Score -1824930 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1824966.750000 Penalty: 4783.939941
	Iteration 18Q: 3 clusters Score -1824967 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1824988.500000 Penalty: 4783.939941
	Iteration 19Q: 3 clusters Score -1824988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1825006.250000 Penalty: 4783.939941
	Iteration 20F: 3 clusters Score -1825006 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1825025.625000 Penalty: 4783.939941
	Iteration 21Q: 3 clusters Score -1825026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1825034.750000 Penalty: 4783.939941
	Iteration 22Q: 3 clusters Score -1825035 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1825039.000000 Penalty: 4783.939941
	Iteration 23Q: 3 clusters Score -1825039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1825050.750000 Penalty: 4783.939941
	Iteration 24Q: 3 clusters Score -1825051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1825052.750000 Penalty: 4783.939941
	Iteration 25Q: 3 clusters Score -1825053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1825049.625000 Penalty: 4783.939941
	Iteration 26Q: 3 clusters Score -1825050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1825048.125000 Penalty: 4783.939941
	Iteration 27Q: 3 clusters Score -1825048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1825050.250000 Penalty: 4783.939941
	Iteration 28Q: 3 clusters Score -1825050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1825054.375000 Penalty: 4783.939941
	Iteration 29Q: 3 clusters Score -1825054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1825053.875000 Penalty: 4783.939941
	Iteration 30Q: 3 clusters Score -1825054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1825055.375000 Penalty: 4783.939941
	Iteration 31Q: 3 clusters Score -1825055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1825056.000000 Penalty: 4783.939941
	Iteration 32Q: 3 clusters Score -1825056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1825052.875000 Penalty: 4783.939941
	Iteration 33Q: 3 clusters Score -1825053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1825054.125000 Penalty: 4783.939941
	Iteration 34Q: 3 clusters Score -1825054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1825058.375000 Penalty: 4783.939941
	Iteration 35Q: 3 clusters Score -1825058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1825054.500000 Penalty: 4783.939941
	Iteration 36Q: 3 clusters Score -1825054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1825058.000000 Penalty: 4783.939941
	Iteration 37Q: 3 clusters Score -1825058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1825059.750000 Penalty: 4783.939941
	Iteration 38Q: 3 clusters Score -1825060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1825057.750000 Penalty: 4783.939941
	Iteration 39Q: 3 clusters Score -1825058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1825057.750000 Penalty: 4783.939941
	Iteration 40F: 3 clusters Score -1825058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (95070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Entering Unmasked Estep 
Score: -11577769.000000 Penalty: 2842.667480
	Iteration 0F: 2 clusters Score -1.157777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -11514718.000000 Penalty: 5685.334961
	Iteration 0F: 3 clusters Score -1.151472e+07 nChanged 44588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -11540362.000000 Penalty: 5685.334961
	Iteration 1F: 3 clusters Score -1.154036e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -11541301.000000 Penalty: 5685.334961
	Iteration 2Q: 3 clusters Score -1.15413e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -11542432.000000 Penalty: 5685.334961
	Iteration 3Q: 3 clusters Score -1.154243e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -11543858.000000 Penalty: 5685.334961
	Iteration 4Q: 3 clusters Score -1.154386e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -11545819.000000 Penalty: 5685.334961
	Iteration 5Q: 3 clusters Score -1.154582e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -11548058.000000 Penalty: 5685.334961
	Iteration 6F: 3 clusters Score -1.154806e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -11550759.000000 Penalty: 5685.334961
	Iteration 7F: 3 clusters Score -1.155076e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 64089 members 
Entering Unmasked Estep 
Score: -11553696.000000 Penalty: 5685.334961
	Iteration 8F: 3 clusters Score -1.15537e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -11556698.000000 Penalty: 5685.334961
	Iteration 9F: 3 clusters Score -1.15567e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -11559702.000000 Penalty: 5685.334961
	Iteration 10F: 3 clusters Score -1.15597e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -11562763.000000 Penalty: 5685.334961
	Iteration 11Q: 3 clusters Score -1.156276e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -11565795.000000 Penalty: 5685.334961
	Iteration 12Q: 3 clusters Score -1.15658e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 84697 members 
Entering Unmasked Estep 
Score: -11568574.000000 Penalty: 5685.334961
	Iteration 13Q: 3 clusters Score -1.156857e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -11570917.000000 Penalty: 5685.334961
	Iteration 14Q: 3 clusters Score -1.157092e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -11572379.000000 Penalty: 5685.334961
	Iteration 15Q: 3 clusters Score -1.157238e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 90661 members 
Entering Unmasked Estep 
Score: -11573324.000000 Penalty: 5685.334961
	Iteration 16Q: 3 clusters Score -1.157332e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 91548 members 
Entering Unmasked Estep 
Score: -11573967.000000 Penalty: 5685.334961
	Iteration 17Q: 3 clusters Score -1.157397e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -11574373.000000 Penalty: 5685.334961
	Iteration 18Q: 3 clusters Score -1.157437e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -11574688.000000 Penalty: 5685.334961
	Iteration 19Q: 3 clusters Score -1.157469e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 92893 members 
Entering Unmasked Estep 
Score: -11574862.000000 Penalty: 5685.334961
	Iteration 20F: 3 clusters Score -1.157486e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -11574957.000000 Penalty: 5685.334961
	Iteration 21Q: 3 clusters Score -1.157496e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 93294 members 
Entering Unmasked Estep 
Score: -11575056.000000 Penalty: 5685.334961
	Iteration 22Q: 3 clusters Score -1.157506e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 93439 members 
Entering Unmasked Estep 
Score: -11575128.000000 Penalty: 5685.334961
	Iteration 23Q: 3 clusters Score -1.157513e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -11575185.000000 Penalty: 5685.334961
	Iteration 24Q: 3 clusters Score -1.157518e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 93661 members 
Entering Unmasked Estep 
Score: -11575242.000000 Penalty: 5685.334961
	Iteration 25Q: 3 clusters Score -1.157524e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 93740 members 
Entering Unmasked Estep 
Score: -11575262.000000 Penalty: 5685.334961
	Iteration 26Q: 3 clusters Score -1.157526e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -11575300.000000 Penalty: 5685.334961
	Iteration 27Q: 3 clusters Score -1.15753e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 93871 members 
Entering Unmasked Estep 
Score: -11575330.000000 Penalty: 5685.334961
	Iteration 28Q: 3 clusters Score -1.157533e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -11575355.000000 Penalty: 5685.334961
	Iteration 29Q: 3 clusters Score -1.157536e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -11575388.000000 Penalty: 5685.334961
	Iteration 30Q: 3 clusters Score -1.157539e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 94010 members 
Entering Unmasked Estep 
Score: -11575426.000000 Penalty: 5685.334961
	Iteration 31Q: 3 clusters Score -1.157543e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 94039 members 
Entering Unmasked Estep 
Score: -11575430.000000 Penalty: 5685.334961
	Iteration 32Q: 3 clusters Score -1.157543e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 94072 members 
Entering Unmasked Estep 
Score: -11575454.000000 Penalty: 5685.334961
	Iteration 33Q: 3 clusters Score -1.157545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 94097 members 
Entering Unmasked Estep 
Score: -11575478.000000 Penalty: 5685.334961
	Iteration 34Q: 3 clusters Score -1.157548e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -11575476.000000 Penalty: 5685.334961
	Iteration 35Q: 3 clusters Score -1.157548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 94132 members 
Entering Unmasked Estep 
Score: -11575494.000000 Penalty: 5685.334961
	Iteration 36Q: 3 clusters Score -1.157549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 94141 members 
Entering Unmasked Estep 
Score: -11575504.000000 Penalty: 5685.334961
	Iteration 37Q: 3 clusters Score -1.15755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -11575508.000000 Penalty: 5685.334961
	Iteration 38Q: 3 clusters Score -1.157551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 94166 members 
Entering Unmasked Estep 
Score: -11575512.000000 Penalty: 5685.334961
	Iteration 39Q: 3 clusters Score -1.157551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 94177 members 
Entering Unmasked Estep 
Score: -11575500.000000 Penalty: 5685.334961
	Iteration 40F: 3 clusters Score -1.15755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 94187 members 
Entering Unmasked Estep 
Score: -11575520.000000 Penalty: 5685.334961
	Iteration 41Q: 3 clusters Score -1.157552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -11575524.000000 Penalty: 5685.334961
	Iteration 42Q: 3 clusters Score -1.157552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 94198 members 
Entering Unmasked Estep 
Score: -11575529.000000 Penalty: 5685.334961
	Iteration 43Q: 3 clusters Score -1.157553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 94199 members 
Entering Unmasked Estep 
Score: -11575519.000000 Penalty: 5685.334961
	Iteration 44Q: 3 clusters Score -1.157552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -11575513.000000 Penalty: 5685.334961
	Iteration 45Q: 3 clusters Score -1.157551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 94202 members 
Entering Unmasked Estep 
Score: -11575517.000000 Penalty: 5685.334961
	Iteration 46Q: 3 clusters Score -1.157552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 94205 members 
Entering Unmasked Estep 
Score: -11575522.000000 Penalty: 5685.334961
	Iteration 47Q: 3 clusters Score -1.157552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 94209 members 
Entering Unmasked Estep 
Score: -11575522.000000 Penalty: 5685.334961
	Iteration 48Q: 3 clusters Score -1.157552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 94211 members 
Entering Unmasked Estep 
Score: -11575527.000000 Penalty: 5685.334961
	Iteration 49Q: 3 clusters Score -1.157553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 94212 members 
Entering Unmasked Estep 
Score: -11575535.000000 Penalty: 5685.334961
	Iteration 50Q: 3 clusters Score -1.157554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 94212 members 
Entering Unmasked Estep 
Score: -11575530.000000 Penalty: 5685.334961
	Iteration 51Q: 3 clusters Score -1.157553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 94215 members 
Entering Unmasked Estep 
Score: -11575532.000000 Penalty: 5685.334961
	Iteration 52Q: 3 clusters Score -1.157553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -11575538.000000 Penalty: 5685.334961
	Iteration 53Q: 3 clusters Score -1.157554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -11575540.000000 Penalty: 5685.334961
	Iteration 54Q: 3 clusters Score -1.157554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 94214 members 
Entering Unmasked Estep 
Score: -11575545.000000 Penalty: 5685.334961
	Iteration 55Q: 3 clusters Score -1.157554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 94215 members 
Entering Unmasked Estep 
Score: -11575541.000000 Penalty: 5685.334961
	Iteration 56Q: 3 clusters Score -1.157554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 94214 members 
Entering Unmasked Estep 
Score: -11575543.000000 Penalty: 5685.334961
	Iteration 57Q: 3 clusters Score -1.157554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 94214 members 
Entering Unmasked Estep 
Score: -11575543.000000 Penalty: 5685.334961
	Iteration 58F: 3 clusters Score -1.157554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (32418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Entering Unmasked Estep 
Score: -3933752.000000 Penalty: 2575.844238
	Iteration 0F: 2 clusters Score -3933752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3911787.000000 Penalty: 5151.688477
	Iteration 0F: 3 clusters Score -3911787 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3919674.750000 Penalty: 5151.688477
	Iteration 1F: 3 clusters Score -3919675 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -3920240.500000 Penalty: 5151.688477
	Iteration 2Q: 3 clusters Score -3920240 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3920792.750000 Penalty: 5151.688477
	Iteration 3Q: 3 clusters Score -3920793 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3921515.250000 Penalty: 5151.688477
	Iteration 4Q: 3 clusters Score -3921515 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3922455.250000 Penalty: 5151.688477
	Iteration 5F: 3 clusters Score -3922455 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3923908.500000 Penalty: 5151.688477
	Iteration 6F: 3 clusters Score -3923908 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -3925687.000000 Penalty: 5151.688477
	Iteration 7F: 3 clusters Score -3925687 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3927482.750000 Penalty: 5151.688477
	Iteration 8F: 3 clusters Score -3927483 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3928827.500000 Penalty: 5151.688477
	Iteration 9F: 3 clusters Score -3928828 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -3929850.000000 Penalty: 5151.688477
	Iteration 10Q: 3 clusters Score -3929850 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3930678.250000 Penalty: 5151.688477
	Iteration 11Q: 3 clusters Score -3930678 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3931399.500000 Penalty: 5151.688477
	Iteration 12Q: 3 clusters Score -3931400 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3931971.000000 Penalty: 5151.688477
	Iteration 13Q: 3 clusters Score -3931971 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -3932397.500000 Penalty: 5151.688477
	Iteration 14Q: 3 clusters Score -3932398 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -3932765.750000 Penalty: 5151.688477
	Iteration 15Q: 3 clusters Score -3932766 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3933089.500000 Penalty: 5151.688477
	Iteration 16Q: 3 clusters Score -3933090 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3933268.500000 Penalty: 5151.688477
	Iteration 17Q: 3 clusters Score -3933268 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3933422.000000 Penalty: 5151.688477
	Iteration 18Q: 3 clusters Score -3933422 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3933490.500000 Penalty: 5151.688477
	Iteration 19Q: 3 clusters Score -3933490 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3933549.500000 Penalty: 5151.688477
	Iteration 20F: 3 clusters Score -3933550 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3933588.000000 Penalty: 5151.688477
	Iteration 21Q: 3 clusters Score -3933588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3933619.000000 Penalty: 5151.688477
	Iteration 22Q: 3 clusters Score -3933619 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3933645.000000 Penalty: 5151.688477
	Iteration 23Q: 3 clusters Score -3933645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3933645.250000 Penalty: 5151.688477
	Iteration 24Q: 3 clusters Score -3933645 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3933655.500000 Penalty: 5151.688477
	Iteration 25Q: 3 clusters Score -3933656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3933668.000000 Penalty: 5151.688477
	Iteration 26Q: 3 clusters Score -3933668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3933670.500000 Penalty: 5151.688477
	Iteration 27Q: 3 clusters Score -3933670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3933680.250000 Penalty: 5151.688477
	Iteration 28Q: 3 clusters Score -3933680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3933683.500000 Penalty: 5151.688477
	Iteration 29Q: 3 clusters Score -3933684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3933679.250000 Penalty: 5151.688477
	Iteration 30Q: 3 clusters Score -3933679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3933679.250000 Penalty: 5151.688477
	Iteration 31Q: 3 clusters Score -3933679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3933680.250000 Penalty: 5151.688477
	Iteration 32Q: 3 clusters Score -3933680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3933684.250000 Penalty: 5151.688477
	Iteration 33Q: 3 clusters Score -3933684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3933690.500000 Penalty: 5151.688477
	Iteration 34Q: 3 clusters Score -3933690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3933692.250000 Penalty: 5151.688477
	Iteration 35Q: 3 clusters Score -3933692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3933697.000000 Penalty: 5151.688477
	Iteration 36Q: 3 clusters Score -3933697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3933703.750000 Penalty: 5151.688477
	Iteration 37Q: 3 clusters Score -3933704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3933706.750000 Penalty: 5151.688477
	Iteration 38Q: 3 clusters Score -3933707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3933705.500000 Penalty: 5151.688477
	Iteration 39Q: 3 clusters Score -3933706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3933706.250000 Penalty: 5151.688477
	Iteration 40F: 3 clusters Score -3933706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3933703.500000 Penalty: 5151.688477
	Iteration 41Q: 3 clusters Score -3933704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3933709.500000 Penalty: 5151.688477
	Iteration 42Q: 3 clusters Score -3933710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3933708.500000 Penalty: 5151.688477
	Iteration 43Q: 3 clusters Score -3933708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3933710.750000 Penalty: 5151.688477
	Iteration 44Q: 3 clusters Score -3933711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3933704.500000 Penalty: 5151.688477
	Iteration 45Q: 3 clusters Score -3933704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3933696.250000 Penalty: 5151.688477
	Iteration 46Q: 3 clusters Score -3933696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3933698.000000 Penalty: 5151.688477
	Iteration 47Q: 3 clusters Score -3933698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3933699.250000 Penalty: 5151.688477
	Iteration 48Q: 3 clusters Score -3933699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3933692.250000 Penalty: 5151.688477
	Iteration 49Q: 3 clusters Score -3933692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3933696.750000 Penalty: 5151.688477
	Iteration 50Q: 3 clusters Score -3933697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3933696.500000 Penalty: 5151.688477
	Iteration 51Q: 3 clusters Score -3933696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3933694.250000 Penalty: 5151.688477
	Iteration 52Q: 3 clusters Score -3933694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3933696.250000 Penalty: 5151.688477
	Iteration 53Q: 3 clusters Score -3933696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3933697.500000 Penalty: 5151.688477
	Iteration 54Q: 3 clusters Score -3933698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3933698.750000 Penalty: 5151.688477
	Iteration 55Q: 3 clusters Score -3933699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3933702.250000 Penalty: 5151.688477
	Iteration 56Q: 3 clusters Score -3933702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3933702.250000 Penalty: 5151.688477
	Iteration 57F: 3 clusters Score -3933702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Entering Unmasked Estep 
Score: -820982.125000 Penalty: 2199.296631
	Iteration 0F: 2 clusters Score -820982.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -815124.812500 Penalty: 4398.593262
	Iteration 0F: 3 clusters Score -815124.8 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -816747.062500 Penalty: 4398.593262
	Iteration 1F: 3 clusters Score -816747.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -817111.250000 Penalty: 4398.593262
	Iteration 2F: 3 clusters Score -817111.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -817407.937500 Penalty: 4398.593262
	Iteration 3F: 3 clusters Score -817407.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -817662.437500 Penalty: 4398.593262
	Iteration 4F: 3 clusters Score -817662.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -817884.875000 Penalty: 4398.593262
	Iteration 5Q: 3 clusters Score -817884.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -818103.437500 Penalty: 4398.593262
	Iteration 6Q: 3 clusters Score -818103.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -818292.687500 Penalty: 4398.593262
	Iteration 7Q: 3 clusters Score -818292.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -818482.375000 Penalty: 4398.593262
	Iteration 8Q: 3 clusters Score -818482.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -818644.562500 Penalty: 4398.593262
	Iteration 9Q: 3 clusters Score -818644.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -818779.062500 Penalty: 4398.593262
	Iteration 10Q: 3 clusters Score -818779.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -818894.000000 Penalty: 4398.593262
	Iteration 11Q: 3 clusters Score -818894 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -818983.187500 Penalty: 4398.593262
	Iteration 12Q: 3 clusters Score -818983.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -819062.375000 Penalty: 4398.593262
	Iteration 13Q: 3 clusters Score -819062.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -819151.437500 Penalty: 4398.593262
	Iteration 14Q: 3 clusters Score -819151.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -819222.812500 Penalty: 4398.593262
	Iteration 15Q: 3 clusters Score -819222.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -819272.312500 Penalty: 4398.593262
	Iteration 16Q: 3 clusters Score -819272.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -819319.437500 Penalty: 4398.593262
	Iteration 17Q: 3 clusters Score -819319.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -819385.062500 Penalty: 4398.593262
	Iteration 18Q: 3 clusters Score -819385.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -819440.937500 Penalty: 4398.593262
	Iteration 19Q: 3 clusters Score -819440.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -819490.437500 Penalty: 4398.593262
	Iteration 20F: 3 clusters Score -819490.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -819523.250000 Penalty: 4398.593262
	Iteration 21Q: 3 clusters Score -819523.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -819550.750000 Penalty: 4398.593262
	Iteration 22Q: 3 clusters Score -819550.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -819573.375000 Penalty: 4398.593262
	Iteration 23Q: 3 clusters Score -819573.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -819593.562500 Penalty: 4398.593262
	Iteration 24Q: 3 clusters Score -819593.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -819618.875000 Penalty: 4398.593262
	Iteration 25Q: 3 clusters Score -819618.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -819640.000000 Penalty: 4398.593262
	Iteration 26Q: 3 clusters Score -819640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -819656.812500 Penalty: 4398.593262
	Iteration 27Q: 3 clusters Score -819656.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -819675.187500 Penalty: 4398.593262
	Iteration 28Q: 3 clusters Score -819675.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -819692.937500 Penalty: 4398.593262
	Iteration 29Q: 3 clusters Score -819692.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -819707.312500 Penalty: 4398.593262
	Iteration 30Q: 3 clusters Score -819707.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -819717.375000 Penalty: 4398.593262
	Iteration 31Q: 3 clusters Score -819717.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -819729.375000 Penalty: 4398.593262
	Iteration 32Q: 3 clusters Score -819729.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -819743.250000 Penalty: 4398.593262
	Iteration 33Q: 3 clusters Score -819743.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -819754.937500 Penalty: 4398.593262
	Iteration 34Q: 3 clusters Score -819754.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -819767.875000 Penalty: 4398.593262
	Iteration 35Q: 3 clusters Score -819767.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -819783.187500 Penalty: 4398.593262
	Iteration 36Q: 3 clusters Score -819783.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -819788.437500 Penalty: 4398.593262
	Iteration 37Q: 3 clusters Score -819788.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -819800.750000 Penalty: 4398.593262
	Iteration 38Q: 3 clusters Score -819800.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -819816.750000 Penalty: 4398.593262
	Iteration 39Q: 3 clusters Score -819816.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -819832.312500 Penalty: 4398.593262
	Iteration 40F: 3 clusters Score -819832.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -819846.062500 Penalty: 4398.593262
	Iteration 41Q: 3 clusters Score -819846.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -819859.187500 Penalty: 4398.593262
	Iteration 42Q: 3 clusters Score -819859.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -819882.625000 Penalty: 4398.593262
	Iteration 43Q: 3 clusters Score -819882.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -819938.937500 Penalty: 4398.593262
	Iteration 44Q: 3 clusters Score -819938.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -820027.562500 Penalty: 4398.593262
	Iteration 45Q: 3 clusters Score -820027.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -820138.562500 Penalty: 4398.593262
	Iteration 46Q: 3 clusters Score -820138.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -820203.062500 Penalty: 4398.593262
	Iteration 47Q: 3 clusters Score -820203.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -820237.437500 Penalty: 4398.593262
	Iteration 48Q: 3 clusters Score -820237.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -820255.375000 Penalty: 4398.593262
	Iteration 49Q: 3 clusters Score -820255.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -820266.875000 Penalty: 4398.593262
	Iteration 50Q: 3 clusters Score -820266.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -820273.000000 Penalty: 4398.593262
	Iteration 51Q: 3 clusters Score -820273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -820276.687500 Penalty: 4398.593262
	Iteration 52Q: 3 clusters Score -820276.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -820276.500000 Penalty: 4398.593262
	Iteration 53Q: 3 clusters Score -820276.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -820281.750000 Penalty: 4398.593262
	Iteration 54Q: 3 clusters Score -820281.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -820284.750000 Penalty: 4398.593262
	Iteration 55Q: 3 clusters Score -820284.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -820286.062500 Penalty: 4398.593262
	Iteration 56Q: 3 clusters Score -820286.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -820289.937500 Penalty: 4398.593262
	Iteration 57Q: 3 clusters Score -820289.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -820295.625000 Penalty: 4398.593262
	Iteration 58Q: 3 clusters Score -820295.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -820297.000000 Penalty: 4398.593262
	Iteration 59Q: 3 clusters Score -820297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -820298.875000 Penalty: 4398.593262
	Iteration 60F: 3 clusters Score -820298.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -478787.750000 Penalty: 1986.074707
	Iteration 0F: 2 clusters Score -478787.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -475519.750000 Penalty: 3972.149414
	Iteration 0F: 3 clusters Score -475519.8 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -476324.125000 Penalty: 3972.149414
	Iteration 1F: 3 clusters Score -476324.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -476542.687500 Penalty: 3972.149414
	Iteration 2F: 3 clusters Score -476542.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -476708.687500 Penalty: 3972.149414
	Iteration 3F: 3 clusters Score -476708.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -476833.000000 Penalty: 3972.149414
	Iteration 4Q: 3 clusters Score -476833 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -476939.593750 Penalty: 3972.149414
	Iteration 5Q: 3 clusters Score -476939.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -477029.937500 Penalty: 3972.149414
	Iteration 6Q: 3 clusters Score -477029.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -477129.343750 Penalty: 3972.149414
	Iteration 7Q: 3 clusters Score -477129.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -477210.656250 Penalty: 3972.149414
	Iteration 8Q: 3 clusters Score -477210.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -477271.093750 Penalty: 3972.149414
	Iteration 9Q: 3 clusters Score -477271.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -477326.156250 Penalty: 3972.149414
	Iteration 10Q: 3 clusters Score -477326.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -477376.906250 Penalty: 3972.149414
	Iteration 11Q: 3 clusters Score -477376.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -477416.625000 Penalty: 3972.149414
	Iteration 12Q: 3 clusters Score -477416.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -477447.906250 Penalty: 3972.149414
	Iteration 13Q: 3 clusters Score -477447.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -477471.750000 Penalty: 3972.149414
	Iteration 14Q: 3 clusters Score -477471.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -477486.218750 Penalty: 3972.149414
	Iteration 15Q: 3 clusters Score -477486.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -477493.562500 Penalty: 3972.149414
	Iteration 16Q: 3 clusters Score -477493.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -477501.937500 Penalty: 3972.149414
	Iteration 17Q: 3 clusters Score -477501.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -477516.500000 Penalty: 3972.149414
	Iteration 18Q: 3 clusters Score -477516.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -477536.875000 Penalty: 3972.149414
	Iteration 19Q: 3 clusters Score -477536.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -477555.187500 Penalty: 3972.149414
	Iteration 20F: 3 clusters Score -477555.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -477577.125000 Penalty: 3972.149414
	Iteration 21Q: 3 clusters Score -477577.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -477613.781250 Penalty: 3972.149414
	Iteration 22Q: 3 clusters Score -477613.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -477659.437500 Penalty: 3972.149414
	Iteration 23Q: 3 clusters Score -477659.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -477714.406250 Penalty: 3972.149414
	Iteration 24Q: 3 clusters Score -477714.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -477782.687500 Penalty: 3972.149414
	Iteration 25Q: 3 clusters Score -477782.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -477838.187500 Penalty: 3972.149414
	Iteration 26Q: 3 clusters Score -477838.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -477885.062500 Penalty: 3972.149414
	Iteration 27Q: 3 clusters Score -477885.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -477924.531250 Penalty: 3972.149414
	Iteration 28Q: 3 clusters Score -477924.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -477956.843750 Penalty: 3972.149414
	Iteration 29Q: 3 clusters Score -477956.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -477993.562500 Penalty: 3972.149414
	Iteration 30Q: 3 clusters Score -477993.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -478024.187500 Penalty: 3972.149414
	Iteration 31Q: 3 clusters Score -478024.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -478049.718750 Penalty: 3972.149414
	Iteration 32Q: 3 clusters Score -478049.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -478064.281250 Penalty: 3972.149414
	Iteration 33Q: 3 clusters Score -478064.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -478076.156250 Penalty: 3972.149414
	Iteration 34Q: 3 clusters Score -478076.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -478083.937500 Penalty: 3972.149414
	Iteration 35Q: 3 clusters Score -478083.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -478087.968750 Penalty: 3972.149414
	Iteration 36Q: 3 clusters Score -478088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -478087.968750 Penalty: 3972.149414
	Iteration 37F: 3 clusters Score -478088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -47836.296875 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -47836.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -46417.992188 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -46417.99 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47026.750000 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -47026.75 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47624.367188 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -47624.37 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48179.546875 Penalty: 3234.958008
	Iteration 3F: 3 clusters Score -48179.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48426.402344 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -48426.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48526.484375 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -48526.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48577.136719 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -48577.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48593.906250 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -48593.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48610.539062 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -48610.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -48616.199219 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -48616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48619.375000 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -48619.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48620.789062 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -48620.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48620.789062 Penalty: 3234.958008
	Iteration 12F: 3 clusters Score -48620.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 11788 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235074 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 76005 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 137650 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16574 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 16855 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94629 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41087 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 14409 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 95070 members 
Mstep: Class 36 contains 32418 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 3006 members 
Mstep: Class 39 contains 415 members 
Mstep: Class 40 contains 3598 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 2460 members 
Mstep: Class 43 contains 4339 members 
Mstep: Class 44 contains 3897 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3968 members 
Mstep: Class 47 contains 11871 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 10926 members 
Mstep: Class 50 contains 2980 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 10677 members 
Mstep: Class 53 contains 1923 members 
Mstep: Class 54 contains 4864 members 
Mstep: Class 55 contains 610 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 4032 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14475 members 
Mstep: Class 61 contains 32881 members 
Mstep: Class 62 contains 43319 members 
Mstep: Class 63 contains 92025 members 
Mstep: Class 64 contains 3680 members 
Mstep: Class 65 contains 596 members 
Mstep: Class 66 contains 1794 members 
Mstep: Class 67 contains 3407 members 
Mstep: Class 68 contains 19144 members 
Mstep: Class 69 contains 265 members 
Entering Unmasked Estep 
Score: -154516048.000000 Penalty: 241073.015625
Splitting cluster 39 changes total score from -154504800.000000 to -154516048.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 40 (3598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Entering Unmasked Estep 
Score: -417167.812500 Penalty: 2030.656982
	Iteration 0F: 2 clusters Score -417167.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -413570.562500 Penalty: 4061.313965
	Iteration 0F: 3 clusters Score -413570.6 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -414533.562500 Penalty: 4061.313965
	Iteration 1F: 3 clusters Score -414533.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -415017.937500 Penalty: 4061.313965
	Iteration 2F: 3 clusters Score -415017.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -415469.562500 Penalty: 4061.313965
	Iteration 3F: 3 clusters Score -415469.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -415953.406250 Penalty: 4061.313965
	Iteration 4F: 3 clusters Score -415953.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -416420.562500 Penalty: 4061.313965
	Iteration 5F: 3 clusters Score -416420.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -416817.781250 Penalty: 4061.313965
	Iteration 6F: 3 clusters Score -416817.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -417145.750000 Penalty: 4061.313965
	Iteration 7Q: 3 clusters Score -417145.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -417325.187500 Penalty: 4061.313965
	Iteration 8Q: 3 clusters Score -417325.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -417421.812500 Penalty: 4061.313965
	Iteration 9Q: 3 clusters Score -417421.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -417476.156250 Penalty: 4061.313965
	Iteration 10Q: 3 clusters Score -417476.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -417499.875000 Penalty: 4061.313965
	Iteration 11Q: 3 clusters Score -417499.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -417514.625000 Penalty: 4061.313965
	Iteration 12Q: 3 clusters Score -417514.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -417524.437500 Penalty: 4061.313965
	Iteration 13Q: 3 clusters Score -417524.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -417531.281250 Penalty: 4061.313965
	Iteration 14Q: 3 clusters Score -417531.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -417538.750000 Penalty: 4061.313965
	Iteration 15Q: 3 clusters Score -417538.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -417546.031250 Penalty: 4061.313965
	Iteration 16Q: 3 clusters Score -417546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -417548.437500 Penalty: 4061.313965
	Iteration 17Q: 3 clusters Score -417548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -417551.281250 Penalty: 4061.313965
	Iteration 18Q: 3 clusters Score -417551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -417551.468750 Penalty: 4061.313965
	Iteration 19Q: 3 clusters Score -417551.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -417553.875000 Penalty: 4061.313965
	Iteration 20F: 3 clusters Score -417553.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -417554.500000 Penalty: 4061.313965
	Iteration 21Q: 3 clusters Score -417554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -417555.031250 Penalty: 4061.313965
	Iteration 22Q: 3 clusters Score -417555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -417554.281250 Penalty: 4061.313965
	Iteration 23Q: 3 clusters Score -417554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -417554.281250 Penalty: 4061.313965
	Iteration 24F: 3 clusters Score -417554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 11788 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235074 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 76005 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 137650 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16574 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 16855 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94629 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41087 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 14409 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 95070 members 
Mstep: Class 36 contains 32418 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 3006 members 
Mstep: Class 39 contains 415 members 
Mstep: Class 40 contains 2182 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 2460 members 
Mstep: Class 43 contains 4339 members 
Mstep: Class 44 contains 3897 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3968 members 
Mstep: Class 47 contains 11871 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 10926 members 
Mstep: Class 50 contains 2980 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 10677 members 
Mstep: Class 53 contains 1923 members 
Mstep: Class 54 contains 4864 members 
Mstep: Class 55 contains 610 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 4032 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14475 members 
Mstep: Class 61 contains 32881 members 
Mstep: Class 62 contains 43319 members 
Mstep: Class 63 contains 92025 members 
Mstep: Class 64 contains 3680 members 
Mstep: Class 65 contains 596 members 
Mstep: Class 66 contains 1794 members 
Mstep: Class 67 contains 3407 members 
Mstep: Class 68 contains 19144 members 
Mstep: Class 69 contains 265 members 
Mstep: Class 70 contains 1416 members 
Entering Unmasked Estep 
Score: -154515024.000000 Penalty: 244566.828125
Splitting cluster 40 changes total score from -154504800.000000 to -154515024.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 41 (8668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Entering Unmasked Estep 
Score: -1040645.125000 Penalty: 2248.713623
	Iteration 0F: 2 clusters Score -1040645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1033841.500000 Penalty: 4497.427246
	Iteration 0F: 3 clusters Score -1033842 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1035766.250000 Penalty: 4497.427246
	Iteration 1F: 3 clusters Score -1035766 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1036082.375000 Penalty: 4497.427246
	Iteration 2F: 3 clusters Score -1036082 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1036321.750000 Penalty: 4497.427246
	Iteration 3F: 3 clusters Score -1036322 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1036554.312500 Penalty: 4497.427246
	Iteration 4Q: 3 clusters Score -1036554 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1036814.687500 Penalty: 4497.427246
	Iteration 5Q: 3 clusters Score -1036815 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1037090.250000 Penalty: 4497.427246
	Iteration 6F: 3 clusters Score -1037090 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1037378.875000 Penalty: 4497.427246
	Iteration 7F: 3 clusters Score -1037379 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1037680.750000 Penalty: 4497.427246
	Iteration 8Q: 3 clusters Score -1037681 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1037981.625000 Penalty: 4497.427246
	Iteration 9Q: 3 clusters Score -1037982 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1038231.250000 Penalty: 4497.427246
	Iteration 10Q: 3 clusters Score -1038231 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1038409.812500 Penalty: 4497.427246
	Iteration 11Q: 3 clusters Score -1038410 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1038546.250000 Penalty: 4497.427246
	Iteration 12Q: 3 clusters Score -1038546 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1038646.062500 Penalty: 4497.427246
	Iteration 13Q: 3 clusters Score -1038646 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1038709.312500 Penalty: 4497.427246
	Iteration 14Q: 3 clusters Score -1038709 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1038745.125000 Penalty: 4497.427246
	Iteration 15Q: 3 clusters Score -1038745 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1038762.437500 Penalty: 4497.427246
	Iteration 16Q: 3 clusters Score -1038762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1038773.625000 Penalty: 4497.427246
	Iteration 17Q: 3 clusters Score -1038774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1038781.750000 Penalty: 4497.427246
	Iteration 18Q: 3 clusters Score -1038782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1038791.375000 Penalty: 4497.427246
	Iteration 19Q: 3 clusters Score -1038791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1038804.500000 Penalty: 4497.427246
	Iteration 20F: 3 clusters Score -1038804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1038810.000000 Penalty: 4497.427246
	Iteration 21Q: 3 clusters Score -1038810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1038820.312500 Penalty: 4497.427246
	Iteration 22Q: 3 clusters Score -1038820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1038822.687500 Penalty: 4497.427246
	Iteration 23Q: 3 clusters Score -1038823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1038827.250000 Penalty: 4497.427246
	Iteration 24Q: 3 clusters Score -1038827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1038831.000000 Penalty: 4497.427246
	Iteration 25Q: 3 clusters Score -1038831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1038833.312500 Penalty: 4497.427246
	Iteration 26Q: 3 clusters Score -1038833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1038838.250000 Penalty: 4497.427246
	Iteration 27Q: 3 clusters Score -1038838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1038841.562500 Penalty: 4497.427246
	Iteration 28Q: 3 clusters Score -1038842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1038842.187500 Penalty: 4497.427246
	Iteration 29Q: 3 clusters Score -1038842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1038845.250000 Penalty: 4497.427246
	Iteration 30Q: 3 clusters Score -1038845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1038844.250000 Penalty: 4497.427246
	Iteration 31Q: 3 clusters Score -1038844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1038846.437500 Penalty: 4497.427246
	Iteration 32Q: 3 clusters Score -1038846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1038847.437500 Penalty: 4497.427246
	Iteration 33Q: 3 clusters Score -1038847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1038849.687500 Penalty: 4497.427246
	Iteration 34Q: 3 clusters Score -1038850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1038849.750000 Penalty: 4497.427246
	Iteration 35Q: 3 clusters Score -1038850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1038848.500000 Penalty: 4497.427246
	Iteration 36Q: 3 clusters Score -1038848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1038851.062500 Penalty: 4497.427246
	Iteration 37Q: 3 clusters Score -1038851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1038851.062500 Penalty: 4497.427246
	Iteration 38F: 3 clusters Score -1038851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -389690.375000 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -389690.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -386781.812500 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -386781.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -387623.781250 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -387623.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -388376.281250 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -388376.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -388980.593750 Penalty: 3872.726562
	Iteration 3F: 3 clusters Score -388980.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -389416.625000 Penalty: 3872.726562
	Iteration 4F: 3 clusters Score -389416.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -389647.250000 Penalty: 3872.726562
	Iteration 5F: 3 clusters Score -389647.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -389764.531250 Penalty: 3872.726562
	Iteration 6Q: 3 clusters Score -389764.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -389821.562500 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -389821.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -389843.375000 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -389843.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -389855.343750 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -389855.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -389862.562500 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -389862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -389863.750000 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -389863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -389864.343750 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -389864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -389865.781250 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -389865.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -389865.875000 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -389865.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -389865.875000 Penalty: 3872.726562
	Iteration 15F: 3 clusters Score -389865.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 11788 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235074 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 76005 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 137650 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16574 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 16855 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94629 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41087 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 14409 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 95070 members 
Mstep: Class 36 contains 32418 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 3006 members 
Mstep: Class 39 contains 415 members 
Mstep: Class 40 contains 2182 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 902 members 
Mstep: Class 43 contains 4339 members 
Mstep: Class 44 contains 3897 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3968 members 
Mstep: Class 47 contains 11871 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 10926 members 
Mstep: Class 50 contains 2980 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 10677 members 
Mstep: Class 53 contains 1923 members 
Mstep: Class 54 contains 4864 members 
Mstep: Class 55 contains 610 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 4032 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14475 members 
Mstep: Class 61 contains 32881 members 
Mstep: Class 62 contains 43319 members 
Mstep: Class 63 contains 92025 members 
Mstep: Class 64 contains 3680 members 
Mstep: Class 65 contains 596 members 
Mstep: Class 66 contains 1794 members 
Mstep: Class 67 contains 3407 members 
Mstep: Class 68 contains 19144 members 
Mstep: Class 69 contains 265 members 
Mstep: Class 70 contains 1416 members 
Mstep: Class 71 contains 1558 members 
Entering Unmasked Estep 
Score: -154513840.000000 Penalty: 248060.640625
Splitting cluster 42 changes total score from -154504800.000000 to -154513840.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 43 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -505416.906250 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -505416.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -501343.062500 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -501343.1 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -502373.625000 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -502373.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -502696.437500 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -502696.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -503002.125000 Penalty: 4154.198242
	Iteration 3F: 3 clusters Score -503002.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -503362.281250 Penalty: 4154.198242
	Iteration 4F: 3 clusters Score -503362.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -503730.437500 Penalty: 4154.198242
	Iteration 5F: 3 clusters Score -503730.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -504090.250000 Penalty: 4154.198242
	Iteration 6F: 3 clusters Score -504090.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -504349.812500 Penalty: 4154.198242
	Iteration 7F: 3 clusters Score -504349.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -504525.906250 Penalty: 4154.198242
	Iteration 8Q: 3 clusters Score -504525.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -504682.937500 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -504682.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -504806.500000 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -504806.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -504920.031250 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -504920 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -505039.437500 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -505039.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -505178.843750 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -505178.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -505343.875000 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -505343.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -505535.906250 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -505535.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -505680.187500 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -505680.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -505785.093750 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -505785.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -505922.625000 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -505922.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -506051.687500 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -506051.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -506154.406250 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -506154.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -506209.281250 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -506209.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -506248.968750 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -506249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -506268.031250 Penalty: 4154.198242
	Iteration 23Q: 3 clusters Score -506268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -506274.062500 Penalty: 4154.198242
	Iteration 24Q: 3 clusters Score -506274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -506276.968750 Penalty: 4154.198242
	Iteration 25Q: 3 clusters Score -506277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -506278.437500 Penalty: 4154.198242
	Iteration 26Q: 3 clusters Score -506278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -506278.125000 Penalty: 4154.198242
	Iteration 27Q: 3 clusters Score -506278.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -506278.125000 Penalty: 4154.198242
	Iteration 28F: 3 clusters Score -506278.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 11788 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235074 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 76005 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 137650 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16574 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 16855 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94629 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41087 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 14409 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 95070 members 
Mstep: Class 36 contains 32418 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 3006 members 
Mstep: Class 39 contains 415 members 
Mstep: Class 40 contains 2182 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 902 members 
Mstep: Class 43 contains 1753 members 
Mstep: Class 44 contains 3897 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3968 members 
Mstep: Class 47 contains 11871 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 10926 members 
Mstep: Class 50 contains 2980 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 10677 members 
Mstep: Class 53 contains 1923 members 
Mstep: Class 54 contains 4864 members 
Mstep: Class 55 contains 610 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 4032 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14475 members 
Mstep: Class 61 contains 32881 members 
Mstep: Class 62 contains 43319 members 
Mstep: Class 63 contains 92025 members 
Mstep: Class 64 contains 3680 members 
Mstep: Class 65 contains 596 members 
Mstep: Class 66 contains 1794 members 
Mstep: Class 67 contains 3407 members 
Mstep: Class 68 contains 19144 members 
Mstep: Class 69 contains 265 members 
Mstep: Class 70 contains 1416 members 
Mstep: Class 71 contains 1558 members 
Mstep: Class 72 contains 2586 members 
Entering Unmasked Estep 
Score: -154513184.000000 Penalty: 251554.453125
Splitting cluster 43 changes total score from -154504800.000000 to -154513184.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 44 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -453080.250000 Penalty: 2050.454590
	Iteration 0F: 2 clusters Score -453080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -449258.625000 Penalty: 4100.909180
	Iteration 0F: 3 clusters Score -449258.6 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -450102.156250 Penalty: 4100.909180
	Iteration 1F: 3 clusters Score -450102.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -450246.781250 Penalty: 4100.909180
	Iteration 2F: 3 clusters Score -450246.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -450332.531250 Penalty: 4100.909180
	Iteration 3Q: 3 clusters Score -450332.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -450398.406250 Penalty: 4100.909180
	Iteration 4Q: 3 clusters Score -450398.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -450467.656250 Penalty: 4100.909180
	Iteration 5Q: 3 clusters Score -450467.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -450531.500000 Penalty: 4100.909180
	Iteration 6Q: 3 clusters Score -450531.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -450593.156250 Penalty: 4100.909180
	Iteration 7Q: 3 clusters Score -450593.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -450669.000000 Penalty: 4100.909180
	Iteration 8Q: 3 clusters Score -450669 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -450749.843750 Penalty: 4100.909180
	Iteration 9Q: 3 clusters Score -450749.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -450832.218750 Penalty: 4100.909180
	Iteration 10Q: 3 clusters Score -450832.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -450911.875000 Penalty: 4100.909180
	Iteration 11Q: 3 clusters Score -450911.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -451010.531250 Penalty: 4100.909180
	Iteration 12Q: 3 clusters Score -451010.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -451122.500000 Penalty: 4100.909180
	Iteration 13Q: 3 clusters Score -451122.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -451218.906250 Penalty: 4100.909180
	Iteration 14Q: 3 clusters Score -451218.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -451306.187500 Penalty: 4100.909180
	Iteration 15Q: 3 clusters Score -451306.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -451399.062500 Penalty: 4100.909180
	Iteration 16Q: 3 clusters Score -451399.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -451481.281250 Penalty: 4100.909180
	Iteration 17Q: 3 clusters Score -451481.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -451532.406250 Penalty: 4100.909180
	Iteration 18Q: 3 clusters Score -451532.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -451564.125000 Penalty: 4100.909180
	Iteration 19Q: 3 clusters Score -451564.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -451582.406250 Penalty: 4100.909180
	Iteration 20F: 3 clusters Score -451582.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -451600.437500 Penalty: 4100.909180
	Iteration 21Q: 3 clusters Score -451600.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -451613.812500 Penalty: 4100.909180
	Iteration 22Q: 3 clusters Score -451613.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -451626.875000 Penalty: 4100.909180
	Iteration 23Q: 3 clusters Score -451626.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -451639.125000 Penalty: 4100.909180
	Iteration 24Q: 3 clusters Score -451639.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -451645.968750 Penalty: 4100.909180
	Iteration 25Q: 3 clusters Score -451646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -451654.562500 Penalty: 4100.909180
	Iteration 26Q: 3 clusters Score -451654.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -451663.875000 Penalty: 4100.909180
	Iteration 27Q: 3 clusters Score -451663.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -451674.906250 Penalty: 4100.909180
	Iteration 28Q: 3 clusters Score -451674.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -451680.375000 Penalty: 4100.909180
	Iteration 29Q: 3 clusters Score -451680.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -451685.625000 Penalty: 4100.909180
	Iteration 30Q: 3 clusters Score -451685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -451685.843750 Penalty: 4100.909180
	Iteration 31Q: 3 clusters Score -451685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -451685.843750 Penalty: 4100.909180
	Iteration 32F: 3 clusters Score -451685.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -651558.937500 Penalty: 2139.081787
	Iteration 0F: 2 clusters Score -651558.9 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 2747 members 
Entering Unmasked Estep 
Score: -646681.437500 Penalty: 4278.163574
	Iteration 0F: 3 clusters Score -646681.4 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -648073.375000 Penalty: 4278.163574
	Iteration 1F: 3 clusters Score -648073.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -648553.812500 Penalty: 4278.163574
	Iteration 2F: 3 clusters Score -648553.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -649052.625000 Penalty: 4278.163574
	Iteration 3F: 3 clusters Score -649052.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -649459.687500 Penalty: 4278.163574
	Iteration 4F: 3 clusters Score -649459.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -649740.875000 Penalty: 4278.163574
	Iteration 5F: 3 clusters Score -649740.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -649914.312500 Penalty: 4278.163574
	Iteration 6Q: 3 clusters Score -649914.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -650015.500000 Penalty: 4278.163574
	Iteration 7Q: 3 clusters Score -650015.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -650073.625000 Penalty: 4278.163574
	Iteration 8Q: 3 clusters Score -650073.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -650112.562500 Penalty: 4278.163574
	Iteration 9Q: 3 clusters Score -650112.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -650136.187500 Penalty: 4278.163574
	Iteration 10Q: 3 clusters Score -650136.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -650152.812500 Penalty: 4278.163574
	Iteration 11Q: 3 clusters Score -650152.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -650170.437500 Penalty: 4278.163574
	Iteration 12Q: 3 clusters Score -650170.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -650200.937500 Penalty: 4278.163574
	Iteration 13Q: 3 clusters Score -650200.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -650226.125000 Penalty: 4278.163574
	Iteration 14Q: 3 clusters Score -650226.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -650249.875000 Penalty: 4278.163574
	Iteration 15Q: 3 clusters Score -650249.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -650266.312500 Penalty: 4278.163574
	Iteration 16Q: 3 clusters Score -650266.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -650277.312500 Penalty: 4278.163574
	Iteration 17Q: 3 clusters Score -650277.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -650285.437500 Penalty: 4278.163574
	Iteration 18Q: 3 clusters Score -650285.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -650295.875000 Penalty: 4278.163574
	Iteration 19Q: 3 clusters Score -650295.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -650307.812500 Penalty: 4278.163574
	Iteration 20F: 3 clusters Score -650307.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -650315.750000 Penalty: 4278.163574
	Iteration 21Q: 3 clusters Score -650315.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -650320.250000 Penalty: 4278.163574
	Iteration 22Q: 3 clusters Score -650320.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -650320.812500 Penalty: 4278.163574
	Iteration 23Q: 3 clusters Score -650320.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -650323.250000 Penalty: 4278.163574
	Iteration 24Q: 3 clusters Score -650323.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -650328.125000 Penalty: 4278.163574
	Iteration 25Q: 3 clusters Score -650328.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -650329.062500 Penalty: 4278.163574
	Iteration 26Q: 3 clusters Score -650329.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -650330.500000 Penalty: 4278.163574
	Iteration 27Q: 3 clusters Score -650330.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -650333.562500 Penalty: 4278.163574
	Iteration 28Q: 3 clusters Score -650333.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -650336.062500 Penalty: 4278.163574
	Iteration 29Q: 3 clusters Score -650336.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -650337.250000 Penalty: 4278.163574
	Iteration 30Q: 3 clusters Score -650337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -650338.687500 Penalty: 4278.163574
	Iteration 31Q: 3 clusters Score -650338.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -650337.875000 Penalty: 4278.163574
	Iteration 32Q: 3 clusters Score -650337.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -650340.187500 Penalty: 4278.163574
	Iteration 33Q: 3 clusters Score -650340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -650341.187500 Penalty: 4278.163574
	Iteration 34Q: 3 clusters Score -650341.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -650346.687500 Penalty: 4278.163574
	Iteration 35Q: 3 clusters Score -650346.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -650346.750000 Penalty: 4278.163574
	Iteration 36Q: 3 clusters Score -650346.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -650347.375000 Penalty: 4278.163574
	Iteration 37Q: 3 clusters Score -650347.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -650350.687500 Penalty: 4278.163574
	Iteration 38Q: 3 clusters Score -650350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -650351.000000 Penalty: 4278.163574
	Iteration 39Q: 3 clusters Score -650351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -650352.500000 Penalty: 4278.163574
	Iteration 40F: 3 clusters Score -650352.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -650353.437500 Penalty: 4278.163574
	Iteration 41Q: 3 clusters Score -650353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -650354.312500 Penalty: 4278.163574
	Iteration 42Q: 3 clusters Score -650354.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -650354.312500 Penalty: 4278.163574
	Iteration 43F: 3 clusters Score -650354.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Entering Unmasked Estep 
Score: -481725.375000 Penalty: 2054.932373
	Iteration 0F: 2 clusters Score -481725.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -477860.156250 Penalty: 4109.864746
	Iteration 0F: 3 clusters Score -477860.2 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -478638.468750 Penalty: 4109.864746
	Iteration 1F: 3 clusters Score -478638.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -478858.375000 Penalty: 4109.864746
	Iteration 2F: 3 clusters Score -478858.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -479000.187500 Penalty: 4109.864746
	Iteration 3F: 3 clusters Score -479000.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -479106.312500 Penalty: 4109.864746
	Iteration 4Q: 3 clusters Score -479106.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -479193.218750 Penalty: 4109.864746
	Iteration 5Q: 3 clusters Score -479193.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -479255.562500 Penalty: 4109.864746
	Iteration 6Q: 3 clusters Score -479255.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -479302.562500 Penalty: 4109.864746
	Iteration 7Q: 3 clusters Score -479302.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -479337.062500 Penalty: 4109.864746
	Iteration 8Q: 3 clusters Score -479337.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -479377.187500 Penalty: 4109.864746
	Iteration 9Q: 3 clusters Score -479377.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -479409.812500 Penalty: 4109.864746
	Iteration 10Q: 3 clusters Score -479409.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -479434.531250 Penalty: 4109.864746
	Iteration 11Q: 3 clusters Score -479434.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -479457.062500 Penalty: 4109.864746
	Iteration 12Q: 3 clusters Score -479457.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -479480.593750 Penalty: 4109.864746
	Iteration 13Q: 3 clusters Score -479480.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -479503.187500 Penalty: 4109.864746
	Iteration 14Q: 3 clusters Score -479503.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -479525.000000 Penalty: 4109.864746
	Iteration 15Q: 3 clusters Score -479525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -479547.468750 Penalty: 4109.864746
	Iteration 16Q: 3 clusters Score -479547.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -479568.437500 Penalty: 4109.864746
	Iteration 17Q: 3 clusters Score -479568.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -479588.343750 Penalty: 4109.864746
	Iteration 18Q: 3 clusters Score -479588.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -479603.000000 Penalty: 4109.864746
	Iteration 19Q: 3 clusters Score -479603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -479624.750000 Penalty: 4109.864746
	Iteration 20F: 3 clusters Score -479624.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -479641.937500 Penalty: 4109.864746
	Iteration 21Q: 3 clusters Score -479641.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -479657.406250 Penalty: 4109.864746
	Iteration 22Q: 3 clusters Score -479657.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -479674.656250 Penalty: 4109.864746
	Iteration 23Q: 3 clusters Score -479674.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -479693.750000 Penalty: 4109.864746
	Iteration 24Q: 3 clusters Score -479693.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -479712.937500 Penalty: 4109.864746
	Iteration 25Q: 3 clusters Score -479712.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -479726.093750 Penalty: 4109.864746
	Iteration 26Q: 3 clusters Score -479726.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -479737.968750 Penalty: 4109.864746
	Iteration 27Q: 3 clusters Score -479738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -479746.500000 Penalty: 4109.864746
	Iteration 28Q: 3 clusters Score -479746.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -479751.687500 Penalty: 4109.864746
	Iteration 29Q: 3 clusters Score -479751.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -479760.187500 Penalty: 4109.864746
	Iteration 30Q: 3 clusters Score -479760.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -479766.093750 Penalty: 4109.864746
	Iteration 31Q: 3 clusters Score -479766.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -479771.062500 Penalty: 4109.864746
	Iteration 32Q: 3 clusters Score -479771.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -479774.687500 Penalty: 4109.864746
	Iteration 33Q: 3 clusters Score -479774.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -479776.187500 Penalty: 4109.864746
	Iteration 34Q: 3 clusters Score -479776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -479777.875000 Penalty: 4109.864746
	Iteration 35Q: 3 clusters Score -479777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -479778.093750 Penalty: 4109.864746
	Iteration 36Q: 3 clusters Score -479778.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -479778.093750 Penalty: 4109.864746
	Iteration 37F: 3 clusters Score -479778.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Entering Unmasked Estep 
Score: -1277154.875000 Penalty: 2326.699707
	Iteration 0F: 2 clusters Score -1277155 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 5936 members 
Entering Unmasked Estep 
Score: -1268354.750000 Penalty: 4653.399414
	Iteration 0F: 3 clusters Score -1268355 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1271558.000000 Penalty: 4653.399414
	Iteration 1F: 3 clusters Score -1271558 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1272427.750000 Penalty: 4653.399414
	Iteration 2F: 3 clusters Score -1272428 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1273350.500000 Penalty: 4653.399414
	Iteration 3F: 3 clusters Score -1273350 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1274043.375000 Penalty: 4653.399414
	Iteration 4F: 3 clusters Score -1274043 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1274517.250000 Penalty: 4653.399414
	Iteration 5F: 3 clusters Score -1274517 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1274816.750000 Penalty: 4653.399414
	Iteration 6Q: 3 clusters Score -1274817 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1275008.750000 Penalty: 4653.399414
	Iteration 7Q: 3 clusters Score -1275009 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1275120.000000 Penalty: 4653.399414
	Iteration 8Q: 3 clusters Score -1275120 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1275216.375000 Penalty: 4653.399414
	Iteration 9Q: 3 clusters Score -1275216 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1275313.000000 Penalty: 4653.399414
	Iteration 10Q: 3 clusters Score -1275313 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1275433.250000 Penalty: 4653.399414
	Iteration 11Q: 3 clusters Score -1275433 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1275582.250000 Penalty: 4653.399414
	Iteration 12Q: 3 clusters Score -1275582 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1275765.375000 Penalty: 4653.399414
	Iteration 13Q: 3 clusters Score -1275765 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1275934.625000 Penalty: 4653.399414
	Iteration 14Q: 3 clusters Score -1275935 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1276068.500000 Penalty: 4653.399414
	Iteration 15Q: 3 clusters Score -1276068 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1276151.750000 Penalty: 4653.399414
	Iteration 16Q: 3 clusters Score -1276152 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1276234.625000 Penalty: 4653.399414
	Iteration 17Q: 3 clusters Score -1276235 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1276318.875000 Penalty: 4653.399414
	Iteration 18Q: 3 clusters Score -1276319 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1276389.500000 Penalty: 4653.399414
	Iteration 19Q: 3 clusters Score -1276390 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1276444.500000 Penalty: 4653.399414
	Iteration 20F: 3 clusters Score -1276444 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1276495.750000 Penalty: 4653.399414
	Iteration 21Q: 3 clusters Score -1276496 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1276548.500000 Penalty: 4653.399414
	Iteration 22Q: 3 clusters Score -1276548 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1276591.125000 Penalty: 4653.399414
	Iteration 23Q: 3 clusters Score -1276591 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1276631.500000 Penalty: 4653.399414
	Iteration 24Q: 3 clusters Score -1276632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1276660.750000 Penalty: 4653.399414
	Iteration 25Q: 3 clusters Score -1276661 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1276684.875000 Penalty: 4653.399414
	Iteration 26Q: 3 clusters Score -1276685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1276698.750000 Penalty: 4653.399414
	Iteration 27Q: 3 clusters Score -1276699 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1276712.625000 Penalty: 4653.399414
	Iteration 28Q: 3 clusters Score -1276713 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1276720.000000 Penalty: 4653.399414
	Iteration 29Q: 3 clusters Score -1276720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1276727.125000 Penalty: 4653.399414
	Iteration 30Q: 3 clusters Score -1276727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1276726.875000 Penalty: 4653.399414
	Iteration 31Q: 3 clusters Score -1276727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1276731.500000 Penalty: 4653.399414
	Iteration 32Q: 3 clusters Score -1276732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1276735.500000 Penalty: 4653.399414
	Iteration 33Q: 3 clusters Score -1276736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1276743.000000 Penalty: 4653.399414
	Iteration 34Q: 3 clusters Score -1276743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1276744.625000 Penalty: 4653.399414
	Iteration 35Q: 3 clusters Score -1276745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1276748.250000 Penalty: 4653.399414
	Iteration 36Q: 3 clusters Score -1276748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1276753.000000 Penalty: 4653.399414
	Iteration 37Q: 3 clusters Score -1276753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1276752.250000 Penalty: 4653.399414
	Iteration 38Q: 3 clusters Score -1276752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1276756.625000 Penalty: 4653.399414
	Iteration 39Q: 3 clusters Score -1276757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1276757.875000 Penalty: 4653.399414
	Iteration 40F: 3 clusters Score -1276758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1276759.625000 Penalty: 4653.399414
	Iteration 41Q: 3 clusters Score -1276760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1276764.375000 Penalty: 4653.399414
	Iteration 42Q: 3 clusters Score -1276764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1276766.125000 Penalty: 4653.399414
	Iteration 43Q: 3 clusters Score -1276766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1276765.500000 Penalty: 4653.399414
	Iteration 44Q: 3 clusters Score -1276766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1276767.500000 Penalty: 4653.399414
	Iteration 45Q: 3 clusters Score -1276768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1276767.625000 Penalty: 4653.399414
	Iteration 46Q: 3 clusters Score -1276768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1276767.750000 Penalty: 4653.399414
	Iteration 47Q: 3 clusters Score -1276768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1276770.250000 Penalty: 4653.399414
	Iteration 48Q: 3 clusters Score -1276770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1276773.625000 Penalty: 4653.399414
	Iteration 49Q: 3 clusters Score -1276774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1276778.250000 Penalty: 4653.399414
	Iteration 50Q: 3 clusters Score -1276778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1276781.500000 Penalty: 4653.399414
	Iteration 51Q: 3 clusters Score -1276782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1276784.125000 Penalty: 4653.399414
	Iteration 52Q: 3 clusters Score -1276784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1276790.125000 Penalty: 4653.399414
	Iteration 53Q: 3 clusters Score -1276790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1276793.500000 Penalty: 4653.399414
	Iteration 54Q: 3 clusters Score -1276794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1276794.500000 Penalty: 4653.399414
	Iteration 55Q: 3 clusters Score -1276794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1276797.000000 Penalty: 4653.399414
	Iteration 56Q: 3 clusters Score -1276797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1276797.375000 Penalty: 4653.399414
	Iteration 57Q: 3 clusters Score -1276797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1276802.750000 Penalty: 4653.399414
	Iteration 58Q: 3 clusters Score -1276803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1276801.250000 Penalty: 4653.399414
	Iteration 59Q: 3 clusters Score -1276801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1276801.250000 Penalty: 4653.399414
	Iteration 60F: 3 clusters Score -1276801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Entering Unmasked Estep 
Score: -912938.750000 Penalty: 2219.893066
	Iteration 0F: 2 clusters Score -912938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -906741.375000 Penalty: 4439.786133
	Iteration 0F: 3 clusters Score -906741.4 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -908495.062500 Penalty: 4439.786133
	Iteration 1F: 3 clusters Score -908495.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -908887.812500 Penalty: 4439.786133
	Iteration 2F: 3 clusters Score -908887.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -909181.937500 Penalty: 4439.786133
	Iteration 3F: 3 clusters Score -909181.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -909453.687500 Penalty: 4439.786133
	Iteration 4F: 3 clusters Score -909453.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -909744.062500 Penalty: 4439.786133
	Iteration 5Q: 3 clusters Score -909744.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -910091.375000 Penalty: 4439.786133
	Iteration 6F: 3 clusters Score -910091.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -910526.375000 Penalty: 4439.786133
	Iteration 7F: 3 clusters Score -910526.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -911020.187500 Penalty: 4439.786133
	Iteration 8F: 3 clusters Score -911020.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -911508.500000 Penalty: 4439.786133
	Iteration 9F: 3 clusters Score -911508.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -911946.937500 Penalty: 4439.786133
	Iteration 10F: 3 clusters Score -911946.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -912245.937500 Penalty: 4439.786133
	Iteration 11Q: 3 clusters Score -912245.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -912401.750000 Penalty: 4439.786133
	Iteration 12Q: 3 clusters Score -912401.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -912488.062500 Penalty: 4439.786133
	Iteration 13Q: 3 clusters Score -912488.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -912527.812500 Penalty: 4439.786133
	Iteration 14Q: 3 clusters Score -912527.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -912554.250000 Penalty: 4439.786133
	Iteration 15Q: 3 clusters Score -912554.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -912566.937500 Penalty: 4439.786133
	Iteration 16Q: 3 clusters Score -912566.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -912583.750000 Penalty: 4439.786133
	Iteration 17Q: 3 clusters Score -912583.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -912587.937500 Penalty: 4439.786133
	Iteration 18Q: 3 clusters Score -912587.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -912590.500000 Penalty: 4439.786133
	Iteration 19Q: 3 clusters Score -912590.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -912592.250000 Penalty: 4439.786133
	Iteration 20F: 3 clusters Score -912592.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -912593.937500 Penalty: 4439.786133
	Iteration 21Q: 3 clusters Score -912593.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -912595.625000 Penalty: 4439.786133
	Iteration 22Q: 3 clusters Score -912595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -912595.000000 Penalty: 4439.786133
	Iteration 23Q: 3 clusters Score -912595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -912596.750000 Penalty: 4439.786133
	Iteration 24Q: 3 clusters Score -912596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -912598.875000 Penalty: 4439.786133
	Iteration 25Q: 3 clusters Score -912598.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -912598.062500 Penalty: 4439.786133
	Iteration 26Q: 3 clusters Score -912598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -912599.312500 Penalty: 4439.786133
	Iteration 27Q: 3 clusters Score -912599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -912600.437500 Penalty: 4439.786133
	Iteration 28Q: 3 clusters Score -912600.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -912600.437500 Penalty: 4439.786133
	Iteration 29F: 3 clusters Score -912600.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (10926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Entering Unmasked Estep 
Score: -1364089.125000 Penalty: 2306.127441
	Iteration 0F: 2 clusters Score -1364089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1355947.750000 Penalty: 4612.254883
	Iteration 0F: 3 clusters Score -1355948 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1358243.250000 Penalty: 4612.254883
	Iteration 1F: 3 clusters Score -1358243 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1358539.750000 Penalty: 4612.254883
	Iteration 2F: 3 clusters Score -1358540 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1358733.250000 Penalty: 4612.254883
	Iteration 3Q: 3 clusters Score -1358733 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1358874.250000 Penalty: 4612.254883
	Iteration 4Q: 3 clusters Score -1358874 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1359013.500000 Penalty: 4612.254883
	Iteration 5Q: 3 clusters Score -1359014 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1359171.625000 Penalty: 4612.254883
	Iteration 6Q: 3 clusters Score -1359172 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1359373.125000 Penalty: 4612.254883
	Iteration 7Q: 3 clusters Score -1359373 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1359586.500000 Penalty: 4612.254883
	Iteration 8Q: 3 clusters Score -1359586 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1359825.750000 Penalty: 4612.254883
	Iteration 9Q: 3 clusters Score -1359826 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1360128.250000 Penalty: 4612.254883
	Iteration 10Q: 3 clusters Score -1360128 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1360485.625000 Penalty: 4612.254883
	Iteration 11Q: 3 clusters Score -1360486 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1360891.125000 Penalty: 4612.254883
	Iteration 12Q: 3 clusters Score -1360891 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1361278.000000 Penalty: 4612.254883
	Iteration 13Q: 3 clusters Score -1361278 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1361571.125000 Penalty: 4612.254883
	Iteration 14Q: 3 clusters Score -1361571 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1361764.875000 Penalty: 4612.254883
	Iteration 15Q: 3 clusters Score -1361765 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1361890.250000 Penalty: 4612.254883
	Iteration 16Q: 3 clusters Score -1361890 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1361983.875000 Penalty: 4612.254883
	Iteration 17Q: 3 clusters Score -1361984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1362064.250000 Penalty: 4612.254883
	Iteration 18Q: 3 clusters Score -1362064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1362109.125000 Penalty: 4612.254883
	Iteration 19Q: 3 clusters Score -1362109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1362152.875000 Penalty: 4612.254883
	Iteration 20F: 3 clusters Score -1362153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1362187.000000 Penalty: 4612.254883
	Iteration 21Q: 3 clusters Score -1362187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1362216.000000 Penalty: 4612.254883
	Iteration 22Q: 3 clusters Score -1362216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1362235.250000 Penalty: 4612.254883
	Iteration 23Q: 3 clusters Score -1362235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1362253.250000 Penalty: 4612.254883
	Iteration 24Q: 3 clusters Score -1362253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1362267.125000 Penalty: 4612.254883
	Iteration 25Q: 3 clusters Score -1362267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1362272.000000 Penalty: 4612.254883
	Iteration 26Q: 3 clusters Score -1362272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1362274.250000 Penalty: 4612.254883
	Iteration 27Q: 3 clusters Score -1362274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1362288.875000 Penalty: 4612.254883
	Iteration 28Q: 3 clusters Score -1362289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1362293.125000 Penalty: 4612.254883
	Iteration 29Q: 3 clusters Score -1362293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1362298.875000 Penalty: 4612.254883
	Iteration 30Q: 3 clusters Score -1362299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1362306.000000 Penalty: 4612.254883
	Iteration 31Q: 3 clusters Score -1362306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1362318.000000 Penalty: 4612.254883
	Iteration 32Q: 3 clusters Score -1362318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1362329.875000 Penalty: 4612.254883
	Iteration 33Q: 3 clusters Score -1362330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1362339.000000 Penalty: 4612.254883
	Iteration 34Q: 3 clusters Score -1362339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1362343.625000 Penalty: 4612.254883
	Iteration 35Q: 3 clusters Score -1362344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1362347.750000 Penalty: 4612.254883
	Iteration 36Q: 3 clusters Score -1362348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1362353.125000 Penalty: 4612.254883
	Iteration 37Q: 3 clusters Score -1362353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1362367.500000 Penalty: 4612.254883
	Iteration 38Q: 3 clusters Score -1362368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1362375.000000 Penalty: 4612.254883
	Iteration 39Q: 3 clusters Score -1362375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1362379.750000 Penalty: 4612.254883
	Iteration 40F: 3 clusters Score -1362380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1362384.375000 Penalty: 4612.254883
	Iteration 41Q: 3 clusters Score -1362384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1362386.625000 Penalty: 4612.254883
	Iteration 42Q: 3 clusters Score -1362387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1362387.875000 Penalty: 4612.254883
	Iteration 43Q: 3 clusters Score -1362388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1362390.625000 Penalty: 4612.254883
	Iteration 44Q: 3 clusters Score -1362391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1362390.625000 Penalty: 4612.254883
	Iteration 45F: 3 clusters Score -1362391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Entering Unmasked Estep 
Score: -353191.000000 Penalty: 1983.920288
	Iteration 0F: 2 clusters Score -353191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -349994.562500 Penalty: 3967.840576
	Iteration 0F: 3 clusters Score -349994.6 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -350640.593750 Penalty: 3967.840576
	Iteration 1F: 3 clusters Score -350640.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -350797.625000 Penalty: 3967.840576
	Iteration 2F: 3 clusters Score -350797.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -350871.687500 Penalty: 3967.840576
	Iteration 3Q: 3 clusters Score -350871.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -350929.531250 Penalty: 3967.840576
	Iteration 4Q: 3 clusters Score -350929.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -350970.593750 Penalty: 3967.840576
	Iteration 5Q: 3 clusters Score -350970.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -351003.312500 Penalty: 3967.840576
	Iteration 6Q: 3 clusters Score -351003.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -351024.093750 Penalty: 3967.840576
	Iteration 7Q: 3 clusters Score -351024.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -351039.812500 Penalty: 3967.840576
	Iteration 8Q: 3 clusters Score -351039.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -351053.250000 Penalty: 3967.840576
	Iteration 9Q: 3 clusters Score -351053.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -351062.375000 Penalty: 3967.840576
	Iteration 10Q: 3 clusters Score -351062.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -351072.875000 Penalty: 3967.840576
	Iteration 11Q: 3 clusters Score -351072.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -351081.968750 Penalty: 3967.840576
	Iteration 12Q: 3 clusters Score -351082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -351091.218750 Penalty: 3967.840576
	Iteration 13Q: 3 clusters Score -351091.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -351102.906250 Penalty: 3967.840576
	Iteration 14Q: 3 clusters Score -351102.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -351118.125000 Penalty: 3967.840576
	Iteration 15Q: 3 clusters Score -351118.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -351134.937500 Penalty: 3967.840576
	Iteration 16Q: 3 clusters Score -351134.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -351147.281250 Penalty: 3967.840576
	Iteration 17Q: 3 clusters Score -351147.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -351157.843750 Penalty: 3967.840576
	Iteration 18Q: 3 clusters Score -351157.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -351169.750000 Penalty: 3967.840576
	Iteration 19Q: 3 clusters Score -351169.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -351183.531250 Penalty: 3967.840576
	Iteration 20F: 3 clusters Score -351183.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -351196.843750 Penalty: 3967.840576
	Iteration 21Q: 3 clusters Score -351196.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -351209.625000 Penalty: 3967.840576
	Iteration 22Q: 3 clusters Score -351209.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -351228.093750 Penalty: 3967.840576
	Iteration 23Q: 3 clusters Score -351228.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -351248.000000 Penalty: 3967.840576
	Iteration 24Q: 3 clusters Score -351248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -351269.656250 Penalty: 3967.840576
	Iteration 25Q: 3 clusters Score -351269.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -351291.125000 Penalty: 3967.840576
	Iteration 26Q: 3 clusters Score -351291.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -351311.093750 Penalty: 3967.840576
	Iteration 27Q: 3 clusters Score -351311.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -351328.750000 Penalty: 3967.840576
	Iteration 28Q: 3 clusters Score -351328.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -351345.781250 Penalty: 3967.840576
	Iteration 29Q: 3 clusters Score -351345.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -351363.718750 Penalty: 3967.840576
	Iteration 30Q: 3 clusters Score -351363.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -351385.281250 Penalty: 3967.840576
	Iteration 31Q: 3 clusters Score -351385.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -351411.937500 Penalty: 3967.840576
	Iteration 32Q: 3 clusters Score -351411.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -351431.562500 Penalty: 3967.840576
	Iteration 33Q: 3 clusters Score -351431.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -351447.250000 Penalty: 3967.840576
	Iteration 34Q: 3 clusters Score -351447.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -351458.718750 Penalty: 3967.840576
	Iteration 35Q: 3 clusters Score -351458.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -351470.187500 Penalty: 3967.840576
	Iteration 36Q: 3 clusters Score -351470.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -351482.406250 Penalty: 3967.840576
	Iteration 37Q: 3 clusters Score -351482.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -351497.906250 Penalty: 3967.840576
	Iteration 38Q: 3 clusters Score -351497.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -351515.562500 Penalty: 3967.840576
	Iteration 39Q: 3 clusters Score -351515.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -351530.281250 Penalty: 3967.840576
	Iteration 40F: 3 clusters Score -351530.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -351542.281250 Penalty: 3967.840576
	Iteration 41Q: 3 clusters Score -351542.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -351549.375000 Penalty: 3967.840576
	Iteration 42Q: 3 clusters Score -351549.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -351554.312500 Penalty: 3967.840576
	Iteration 43Q: 3 clusters Score -351554.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -351556.125000 Penalty: 3967.840576
	Iteration 44Q: 3 clusters Score -351556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -351559.718750 Penalty: 3967.840576
	Iteration 45Q: 3 clusters Score -351559.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -351565.500000 Penalty: 3967.840576
	Iteration 46Q: 3 clusters Score -351565.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -351568.812500 Penalty: 3967.840576
	Iteration 47Q: 3 clusters Score -351568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -351571.468750 Penalty: 3967.840576
	Iteration 48Q: 3 clusters Score -351571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -351573.375000 Penalty: 3967.840576
	Iteration 49Q: 3 clusters Score -351573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -351572.937500 Penalty: 3967.840576
	Iteration 50Q: 3 clusters Score -351572.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -351574.937500 Penalty: 3967.840576
	Iteration 51Q: 3 clusters Score -351574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -351576.062500 Penalty: 3967.840576
	Iteration 52Q: 3 clusters Score -351576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -351576.437500 Penalty: 3967.840576
	Iteration 53Q: 3 clusters Score -351576.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -351577.250000 Penalty: 3967.840576
	Iteration 54Q: 3 clusters Score -351577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -351577.375000 Penalty: 3967.840576
	Iteration 55Q: 3 clusters Score -351577.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -351579.062500 Penalty: 3967.840576
	Iteration 56Q: 3 clusters Score -351579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -351579.656250 Penalty: 3967.840576
	Iteration 57Q: 3 clusters Score -351579.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -351581.187500 Penalty: 3967.840576
	Iteration 58Q: 3 clusters Score -351581.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -351581.187500 Penalty: 3967.840576
	Iteration 59F: 3 clusters Score -351581.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -175647.421875 Penalty: 1746.920166
	Iteration 0F: 2 clusters Score -175647.4 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 564 members 
Entering Unmasked Estep 
Score: -173600.828125 Penalty: 3493.840332
	Iteration 0F: 3 clusters Score -173600.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -174050.171875 Penalty: 3493.840332
	Iteration 1F: 3 clusters Score -174050.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -174274.750000 Penalty: 3493.840332
	Iteration 2F: 3 clusters Score -174274.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -174407.968750 Penalty: 3493.840332
	Iteration 3F: 3 clusters Score -174408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -174516.171875 Penalty: 3493.840332
	Iteration 4F: 3 clusters Score -174516.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -174637.500000 Penalty: 3493.840332
	Iteration 5Q: 3 clusters Score -174637.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -174716.687500 Penalty: 3493.840332
	Iteration 6Q: 3 clusters Score -174716.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -174778.187500 Penalty: 3493.840332
	Iteration 7Q: 3 clusters Score -174778.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -174848.734375 Penalty: 3493.840332
	Iteration 8Q: 3 clusters Score -174848.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -174909.140625 Penalty: 3493.840332
	Iteration 9Q: 3 clusters Score -174909.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -174953.343750 Penalty: 3493.840332
	Iteration 10Q: 3 clusters Score -174953.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -174991.546875 Penalty: 3493.840332
	Iteration 11Q: 3 clusters Score -174991.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -175016.171875 Penalty: 3493.840332
	Iteration 12Q: 3 clusters Score -175016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -175036.734375 Penalty: 3493.840332
	Iteration 13Q: 3 clusters Score -175036.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -175058.953125 Penalty: 3493.840332
	Iteration 14Q: 3 clusters Score -175059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -175067.109375 Penalty: 3493.840332
	Iteration 15Q: 3 clusters Score -175067.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -175071.140625 Penalty: 3493.840332
	Iteration 16Q: 3 clusters Score -175071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -175082.343750 Penalty: 3493.840332
	Iteration 17Q: 3 clusters Score -175082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -175090.921875 Penalty: 3493.840332
	Iteration 18Q: 3 clusters Score -175090.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -175096.109375 Penalty: 3493.840332
	Iteration 19Q: 3 clusters Score -175096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -175096.906250 Penalty: 3493.840332
	Iteration 20F: 3 clusters Score -175096.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (10677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Entering Unmasked Estep 
Score: -1263785.000000 Penalty: 2300.410156
	Iteration 0F: 2 clusters Score -1263785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1255629.500000 Penalty: 4600.820312
	Iteration 0F: 3 clusters Score -1255630 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1258210.625000 Penalty: 4600.820312
	Iteration 1F: 3 clusters Score -1258211 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1258704.750000 Penalty: 4600.820312
	Iteration 2F: 3 clusters Score -1258705 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1259088.000000 Penalty: 4600.820312
	Iteration 3F: 3 clusters Score -1259088 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1259401.875000 Penalty: 4600.820312
	Iteration 4F: 3 clusters Score -1259402 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1259745.625000 Penalty: 4600.820312
	Iteration 5Q: 3 clusters Score -1259746 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1260236.500000 Penalty: 4600.820312
	Iteration 6F: 3 clusters Score -1260236 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1260859.000000 Penalty: 4600.820312
	Iteration 7F: 3 clusters Score -1260859 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1261383.750000 Penalty: 4600.820312
	Iteration 8F: 3 clusters Score -1261384 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1261766.125000 Penalty: 4600.820312
	Iteration 9Q: 3 clusters Score -1261766 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1262040.125000 Penalty: 4600.820312
	Iteration 10Q: 3 clusters Score -1262040 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1262270.000000 Penalty: 4600.820312
	Iteration 11Q: 3 clusters Score -1262270 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1262449.750000 Penalty: 4600.820312
	Iteration 12Q: 3 clusters Score -1262450 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1262629.500000 Penalty: 4600.820312
	Iteration 13Q: 3 clusters Score -1262630 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1262769.125000 Penalty: 4600.820312
	Iteration 14Q: 3 clusters Score -1262769 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1262878.250000 Penalty: 4600.820312
	Iteration 15Q: 3 clusters Score -1262878 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1262941.875000 Penalty: 4600.820312
	Iteration 16Q: 3 clusters Score -1262942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1262992.750000 Penalty: 4600.820312
	Iteration 17Q: 3 clusters Score -1262993 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1263028.875000 Penalty: 4600.820312
	Iteration 18Q: 3 clusters Score -1263029 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1263051.000000 Penalty: 4600.820312
	Iteration 19Q: 3 clusters Score -1263051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1263055.500000 Penalty: 4600.820312
	Iteration 20F: 3 clusters Score -1263056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1263066.500000 Penalty: 4600.820312
	Iteration 21Q: 3 clusters Score -1263066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1263065.875000 Penalty: 4600.820312
	Iteration 22Q: 3 clusters Score -1263066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1263066.500000 Penalty: 4600.820312
	Iteration 23Q: 3 clusters Score -1263066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1263069.375000 Penalty: 4600.820312
	Iteration 24Q: 3 clusters Score -1263069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1263069.875000 Penalty: 4600.820312
	Iteration 25Q: 3 clusters Score -1263070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1263075.250000 Penalty: 4600.820312
	Iteration 26Q: 3 clusters Score -1263075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1263076.875000 Penalty: 4600.820312
	Iteration 27Q: 3 clusters Score -1263077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1263079.375000 Penalty: 4600.820312
	Iteration 28Q: 3 clusters Score -1263079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1263080.500000 Penalty: 4600.820312
	Iteration 29Q: 3 clusters Score -1263080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1263084.500000 Penalty: 4600.820312
	Iteration 30Q: 3 clusters Score -1263084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1263083.750000 Penalty: 4600.820312
	Iteration 31Q: 3 clusters Score -1263084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1263085.875000 Penalty: 4600.820312
	Iteration 32Q: 3 clusters Score -1263086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1263090.750000 Penalty: 4600.820312
	Iteration 33Q: 3 clusters Score -1263091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1263091.000000 Penalty: 4600.820312
	Iteration 34Q: 3 clusters Score -1263091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1263092.250000 Penalty: 4600.820312
	Iteration 35Q: 3 clusters Score -1263092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1263092.750000 Penalty: 4600.820312
	Iteration 36Q: 3 clusters Score -1263093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1263092.250000 Penalty: 4600.820312
	Iteration 37Q: 3 clusters Score -1263092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1263091.750000 Penalty: 4600.820312
	Iteration 38Q: 3 clusters Score -1263092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1263091.125000 Penalty: 4600.820312
	Iteration 39Q: 3 clusters Score -1263091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1263091.125000 Penalty: 4600.820312
	Iteration 40F: 3 clusters Score -1263091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -185419.812500 Penalty: 1875.287109
	Iteration 0F: 2 clusters Score -185419.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -183001.484375 Penalty: 3750.574219
	Iteration 0F: 3 clusters Score -183001.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -184194.765625 Penalty: 3750.574219
	Iteration 1F: 3 clusters Score -184194.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -185107.859375 Penalty: 3750.574219
	Iteration 2F: 3 clusters Score -185107.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -185720.875000 Penalty: 3750.574219
	Iteration 3F: 3 clusters Score -185720.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -186008.140625 Penalty: 3750.574219
	Iteration 4F: 3 clusters Score -186008.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -186170.218750 Penalty: 3750.574219
	Iteration 5Q: 3 clusters Score -186170.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -186257.281250 Penalty: 3750.574219
	Iteration 6Q: 3 clusters Score -186257.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -186311.171875 Penalty: 3750.574219
	Iteration 7Q: 3 clusters Score -186311.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -186341.171875 Penalty: 3750.574219
	Iteration 8Q: 3 clusters Score -186341.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -186359.796875 Penalty: 3750.574219
	Iteration 9Q: 3 clusters Score -186359.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -186368.140625 Penalty: 3750.574219
	Iteration 10Q: 3 clusters Score -186368.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -186382.687500 Penalty: 3750.574219
	Iteration 11Q: 3 clusters Score -186382.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -186392.156250 Penalty: 3750.574219
	Iteration 12Q: 3 clusters Score -186392.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -186398.875000 Penalty: 3750.574219
	Iteration 13Q: 3 clusters Score -186398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -186403.234375 Penalty: 3750.574219
	Iteration 14Q: 3 clusters Score -186403.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -186412.843750 Penalty: 3750.574219
	Iteration 15Q: 3 clusters Score -186412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -186415.718750 Penalty: 3750.574219
	Iteration 16Q: 3 clusters Score -186415.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -186416.218750 Penalty: 3750.574219
	Iteration 17Q: 3 clusters Score -186416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -186416.890625 Penalty: 3750.574219
	Iteration 18Q: 3 clusters Score -186416.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -186418.343750 Penalty: 3750.574219
	Iteration 19Q: 3 clusters Score -186418.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -186419.468750 Penalty: 3750.574219
	Iteration 20F: 3 clusters Score -186419.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -186420.343750 Penalty: 3750.574219
	Iteration 21Q: 3 clusters Score -186420.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -186422.093750 Penalty: 3750.574219
	Iteration 22Q: 3 clusters Score -186422.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -186427.000000 Penalty: 3750.574219
	Iteration 23Q: 3 clusters Score -186427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -186429.218750 Penalty: 3750.574219
	Iteration 24Q: 3 clusters Score -186429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -186432.421875 Penalty: 3750.574219
	Iteration 25Q: 3 clusters Score -186432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -186439.078125 Penalty: 3750.574219
	Iteration 26Q: 3 clusters Score -186439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -186445.828125 Penalty: 3750.574219
	Iteration 27Q: 3 clusters Score -186445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -186457.265625 Penalty: 3750.574219
	Iteration 28Q: 3 clusters Score -186457.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -186466.906250 Penalty: 3750.574219
	Iteration 29Q: 3 clusters Score -186466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -186474.234375 Penalty: 3750.574219
	Iteration 30Q: 3 clusters Score -186474.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -186486.500000 Penalty: 3750.574219
	Iteration 31Q: 3 clusters Score -186486.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -186494.593750 Penalty: 3750.574219
	Iteration 32Q: 3 clusters Score -186494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -186496.609375 Penalty: 3750.574219
	Iteration 33Q: 3 clusters Score -186496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -186501.109375 Penalty: 3750.574219
	Iteration 34Q: 3 clusters Score -186501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -186501.984375 Penalty: 3750.574219
	Iteration 35Q: 3 clusters Score -186502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -186503.718750 Penalty: 3750.574219
	Iteration 36Q: 3 clusters Score -186503.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -186504.640625 Penalty: 3750.574219
	Iteration 37Q: 3 clusters Score -186504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -186504.640625 Penalty: 3750.574219
	Iteration 38F: 3 clusters Score -186504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 11788 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235074 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 76005 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 137650 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16574 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 16855 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94629 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41087 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 14409 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 95070 members 
Mstep: Class 36 contains 32418 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 3006 members 
Mstep: Class 39 contains 415 members 
Mstep: Class 40 contains 2182 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 902 members 
Mstep: Class 43 contains 1753 members 
Mstep: Class 44 contains 3897 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3968 members 
Mstep: Class 47 contains 11871 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 10926 members 
Mstep: Class 50 contains 2980 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 10677 members 
Mstep: Class 53 contains 675 members 
Mstep: Class 54 contains 4864 members 
Mstep: Class 55 contains 610 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 4032 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14475 members 
Mstep: Class 61 contains 32881 members 
Mstep: Class 62 contains 43319 members 
Mstep: Class 63 contains 92025 members 
Mstep: Class 64 contains 3680 members 
Mstep: Class 65 contains 596 members 
Mstep: Class 66 contains 1794 members 
Mstep: Class 67 contains 3407 members 
Mstep: Class 68 contains 19144 members 
Mstep: Class 69 contains 265 members 
Mstep: Class 70 contains 1416 members 
Mstep: Class 71 contains 1558 members 
Mstep: Class 72 contains 2586 members 
Mstep: Class 73 contains 1248 members 
Entering Unmasked Estep 
Score: -154512112.000000 Penalty: 255048.265625
Splitting cluster 53 changes total score from -154504800.000000 to -154512112.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 54 (4864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Entering Unmasked Estep 
Score: -573300.937500 Penalty: 2105.424805
	Iteration 0F: 2 clusters Score -573300.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -568896.125000 Penalty: 4210.849609
	Iteration 0F: 3 clusters Score -568896.1 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -570013.625000 Penalty: 4210.849609
	Iteration 1F: 3 clusters Score -570013.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -570408.250000 Penalty: 4210.849609
	Iteration 2F: 3 clusters Score -570408.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -570963.687500 Penalty: 4210.849609
	Iteration 3F: 3 clusters Score -570963.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -571731.125000 Penalty: 4210.849609
	Iteration 4F: 3 clusters Score -571731.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -572623.125000 Penalty: 4210.849609
	Iteration 5F: 3 clusters Score -572623.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -573281.062500 Penalty: 4210.849609
	Iteration 6F: 3 clusters Score -573281.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -573659.562500 Penalty: 4210.849609
	Iteration 7Q: 3 clusters Score -573659.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -573875.187500 Penalty: 4210.849609
	Iteration 8Q: 3 clusters Score -573875.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -574018.062500 Penalty: 4210.849609
	Iteration 9Q: 3 clusters Score -574018.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -574110.875000 Penalty: 4210.849609
	Iteration 10Q: 3 clusters Score -574110.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -574181.562500 Penalty: 4210.849609
	Iteration 11Q: 3 clusters Score -574181.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -574240.187500 Penalty: 4210.849609
	Iteration 12Q: 3 clusters Score -574240.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -574281.687500 Penalty: 4210.849609
	Iteration 13Q: 3 clusters Score -574281.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -574316.937500 Penalty: 4210.849609
	Iteration 14Q: 3 clusters Score -574316.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -574348.125000 Penalty: 4210.849609
	Iteration 15Q: 3 clusters Score -574348.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -574374.437500 Penalty: 4210.849609
	Iteration 16Q: 3 clusters Score -574374.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -574389.000000 Penalty: 4210.849609
	Iteration 17Q: 3 clusters Score -574389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -574399.187500 Penalty: 4210.849609
	Iteration 18Q: 3 clusters Score -574399.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -574403.750000 Penalty: 4210.849609
	Iteration 19Q: 3 clusters Score -574403.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -574412.250000 Penalty: 4210.849609
	Iteration 20F: 3 clusters Score -574412.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -574417.687500 Penalty: 4210.849609
	Iteration 21Q: 3 clusters Score -574417.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -574429.125000 Penalty: 4210.849609
	Iteration 22Q: 3 clusters Score -574429.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -574438.562500 Penalty: 4210.849609
	Iteration 23Q: 3 clusters Score -574438.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -574442.625000 Penalty: 4210.849609
	Iteration 24Q: 3 clusters Score -574442.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -574447.750000 Penalty: 4210.849609
	Iteration 25Q: 3 clusters Score -574447.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -574447.500000 Penalty: 4210.849609
	Iteration 26Q: 3 clusters Score -574447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -574449.000000 Penalty: 4210.849609
	Iteration 27Q: 3 clusters Score -574449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -574450.687500 Penalty: 4210.849609
	Iteration 28Q: 3 clusters Score -574450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -574450.750000 Penalty: 4210.849609
	Iteration 29Q: 3 clusters Score -574450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -574450.750000 Penalty: 4210.849609
	Iteration 30F: 3 clusters Score -574450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 11788 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235074 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 76005 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 137650 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16574 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 16855 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94629 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41087 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 14409 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 95070 members 
Mstep: Class 36 contains 32418 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 3006 members 
Mstep: Class 39 contains 415 members 
Mstep: Class 40 contains 2182 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 902 members 
Mstep: Class 43 contains 1753 members 
Mstep: Class 44 contains 3897 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3968 members 
Mstep: Class 47 contains 11871 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 10926 members 
Mstep: Class 50 contains 2980 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 10677 members 
Mstep: Class 53 contains 675 members 
Mstep: Class 54 contains 2497 members 
Mstep: Class 55 contains 610 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 4032 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14475 members 
Mstep: Class 61 contains 32881 members 
Mstep: Class 62 contains 43319 members 
Mstep: Class 63 contains 92025 members 
Mstep: Class 64 contains 3680 members 
Mstep: Class 65 contains 596 members 
Mstep: Class 66 contains 1794 members 
Mstep: Class 67 contains 3407 members 
Mstep: Class 68 contains 19144 members 
Mstep: Class 69 contains 265 members 
Mstep: Class 70 contains 1416 members 
Mstep: Class 71 contains 1558 members 
Mstep: Class 72 contains 2586 members 
Mstep: Class 73 contains 1248 members 
Mstep: Class 74 contains 2367 members 
Entering Unmasked Estep 
Score: -154511952.000000 Penalty: 258542.078125
Splitting cluster 54 changes total score from -154504800.000000 to -154511952.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 55 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -86000.117188 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -86000.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84514.054688 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -84514.05 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -84935.093750 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -84935.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -85155.609375 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -85155.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85272.710938 Penalty: 3181.075684
	Iteration 3F: 3 clusters Score -85272.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85337.171875 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -85337.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85392.234375 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -85392.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -85452.851562 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -85452.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -85473.156250 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -85473.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -85493.976562 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -85493.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85526.078125 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -85526.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85548.367188 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -85548.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85583.625000 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -85583.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85584.781250 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -85584.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85584.781250 Penalty: 3181.075684
	Iteration 13F: 3 clusters Score -85584.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -285578.218750 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -285578.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -282720.343750 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -282720.3 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -283331.031250 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -283331 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -283541.093750 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -283541.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -283732.250000 Penalty: 3868.677490
	Iteration 3F: 3 clusters Score -283732.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -283965.500000 Penalty: 3868.677490
	Iteration 4F: 3 clusters Score -283965.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -284312.187500 Penalty: 3868.677490
	Iteration 5F: 3 clusters Score -284312.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -284708.125000 Penalty: 3868.677490
	Iteration 6F: 3 clusters Score -284708.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -284990.312500 Penalty: 3868.677490
	Iteration 7F: 3 clusters Score -284990.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -285109.812500 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -285109.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -285158.031250 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -285158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -285171.593750 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -285171.6 nChanged 11
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: -285177.625000 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -285177.6 nChanged 3
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: -285178.968750 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -285179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -285180.718750 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -285180.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -285182.562500 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -285182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -285182.687500 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -285182.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -285182.687500 Penalty: 3868.677490
	Iteration 16F: 3 clusters Score -285182.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (16666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Entering Unmasked Estep 
Score: -2071699.625000 Penalty: 2410.839111
	Iteration 0F: 2 clusters Score -2071700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2059757.500000 Penalty: 4821.678223
	Iteration 0F: 3 clusters Score -2059758 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2063657.875000 Penalty: 4821.678223
	Iteration 1F: 3 clusters Score -2063658 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2063982.000000 Penalty: 4821.678223
	Iteration 2F: 3 clusters Score -2063982 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2064231.375000 Penalty: 4821.678223
	Iteration 3Q: 3 clusters Score -2064231 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2064455.375000 Penalty: 4821.678223
	Iteration 4Q: 3 clusters Score -2064455 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2064685.500000 Penalty: 4821.678223
	Iteration 5Q: 3 clusters Score -2064686 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2064937.125000 Penalty: 4821.678223
	Iteration 6Q: 3 clusters Score -2064937 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2065272.125000 Penalty: 4821.678223
	Iteration 7Q: 3 clusters Score -2065272 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2065769.875000 Penalty: 4821.678223
	Iteration 8Q: 3 clusters Score -2065770 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2066428.125000 Penalty: 4821.678223
	Iteration 9F: 3 clusters Score -2066428 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2067327.250000 Penalty: 4821.678223
	Iteration 10F: 3 clusters Score -2067327 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2068301.250000 Penalty: 4821.678223
	Iteration 11F: 3 clusters Score -2068301 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2069066.500000 Penalty: 4821.678223
	Iteration 12Q: 3 clusters Score -2069066 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2069510.000000 Penalty: 4821.678223
	Iteration 13Q: 3 clusters Score -2069510 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2069739.875000 Penalty: 4821.678223
	Iteration 14Q: 3 clusters Score -2069740 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2069872.500000 Penalty: 4821.678223
	Iteration 15Q: 3 clusters Score -2069872 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2069939.000000 Penalty: 4821.678223
	Iteration 16Q: 3 clusters Score -2069939 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2069976.500000 Penalty: 4821.678223
	Iteration 17Q: 3 clusters Score -2069976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2070002.000000 Penalty: 4821.678223
	Iteration 18Q: 3 clusters Score -2070002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2070013.750000 Penalty: 4821.678223
	Iteration 19Q: 3 clusters Score -2070014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2070025.250000 Penalty: 4821.678223
	Iteration 20F: 3 clusters Score -2070025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2070034.750000 Penalty: 4821.678223
	Iteration 21Q: 3 clusters Score -2070035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2070039.250000 Penalty: 4821.678223
	Iteration 22Q: 3 clusters Score -2070039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2070046.750000 Penalty: 4821.678223
	Iteration 23Q: 3 clusters Score -2070047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2070055.000000 Penalty: 4821.678223
	Iteration 24Q: 3 clusters Score -2070055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2070061.000000 Penalty: 4821.678223
	Iteration 25Q: 3 clusters Score -2070061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2070064.500000 Penalty: 4821.678223
	Iteration 26Q: 3 clusters Score -2070064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2070063.750000 Penalty: 4821.678223
	Iteration 27Q: 3 clusters Score -2070064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2070064.875000 Penalty: 4821.678223
	Iteration 28Q: 3 clusters Score -2070065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2070062.625000 Penalty: 4821.678223
	Iteration 29Q: 3 clusters Score -2070063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2070065.000000 Penalty: 4821.678223
	Iteration 30Q: 3 clusters Score -2070065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2070061.250000 Penalty: 4821.678223
	Iteration 31Q: 3 clusters Score -2070061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2070061.500000 Penalty: 4821.678223
	Iteration 32Q: 3 clusters Score -2070062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2070061.500000 Penalty: 4821.678223
	Iteration 33Q: 3 clusters Score -2070062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2070061.500000 Penalty: 4821.678223
	Iteration 34F: 3 clusters Score -2070062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (4032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Entering Unmasked Estep 
Score: -468044.062500 Penalty: 2058.900391
	Iteration 0F: 2 clusters Score -468044.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -464132.062500 Penalty: 4117.800781
	Iteration 0F: 3 clusters Score -464132.1 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -465204.281250 Penalty: 4117.800781
	Iteration 1F: 3 clusters Score -465204.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -465705.750000 Penalty: 4117.800781
	Iteration 2F: 3 clusters Score -465705.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -466249.812500 Penalty: 4117.800781
	Iteration 3F: 3 clusters Score -466249.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -466824.093750 Penalty: 4117.800781
	Iteration 4F: 3 clusters Score -466824.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -467345.093750 Penalty: 4117.800781
	Iteration 5F: 3 clusters Score -467345.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -467746.406250 Penalty: 4117.800781
	Iteration 6F: 3 clusters Score -467746.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -468007.718750 Penalty: 4117.800781
	Iteration 7Q: 3 clusters Score -468007.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -468119.406250 Penalty: 4117.800781
	Iteration 8Q: 3 clusters Score -468119.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -468158.562500 Penalty: 4117.800781
	Iteration 9Q: 3 clusters Score -468158.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -468171.125000 Penalty: 4117.800781
	Iteration 10Q: 3 clusters Score -468171.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -468177.375000 Penalty: 4117.800781
	Iteration 11Q: 3 clusters Score -468177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -468179.593750 Penalty: 4117.800781
	Iteration 12Q: 3 clusters Score -468179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -468182.406250 Penalty: 4117.800781
	Iteration 13Q: 3 clusters Score -468182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -468184.031250 Penalty: 4117.800781
	Iteration 14Q: 3 clusters Score -468184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -468186.250000 Penalty: 4117.800781
	Iteration 15Q: 3 clusters Score -468186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -468186.750000 Penalty: 4117.800781
	Iteration 16Q: 3 clusters Score -468186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -468187.156250 Penalty: 4117.800781
	Iteration 17Q: 3 clusters Score -468187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -468187.156250 Penalty: 4117.800781
	Iteration 18F: 3 clusters Score -468187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 11788 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235074 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 76005 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 137650 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16574 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 16855 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94629 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41087 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 14409 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 95070 members 
Mstep: Class 36 contains 32418 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 3006 members 
Mstep: Class 39 contains 415 members 
Mstep: Class 40 contains 2182 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 902 members 
Mstep: Class 43 contains 1753 members 
Mstep: Class 44 contains 3897 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3968 members 
Mstep: Class 47 contains 11871 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 10926 members 
Mstep: Class 50 contains 2980 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 10677 members 
Mstep: Class 53 contains 675 members 
Mstep: Class 54 contains 2497 members 
Mstep: Class 55 contains 610 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 2098 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14475 members 
Mstep: Class 61 contains 32881 members 
Mstep: Class 62 contains 43319 members 
Mstep: Class 63 contains 92025 members 
Mstep: Class 64 contains 3680 members 
Mstep: Class 65 contains 596 members 
Mstep: Class 66 contains 1794 members 
Mstep: Class 67 contains 3407 members 
Mstep: Class 68 contains 19144 members 
Mstep: Class 69 contains 265 members 
Mstep: Class 70 contains 1416 members 
Mstep: Class 71 contains 1558 members 
Mstep: Class 72 contains 2586 members 
Mstep: Class 73 contains 1248 members 
Mstep: Class 74 contains 2367 members 
Mstep: Class 75 contains 1934 members 
Entering Unmasked Estep 
Score: -154510608.000000 Penalty: 262035.890625
Splitting cluster 58 changes total score from -154504800.000000 to -154510608.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 59 (4473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Entering Unmasked Estep 
Score: -520952.406250 Penalty: 2084.641846
	Iteration 0F: 2 clusters Score -520952.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -516780.343750 Penalty: 4169.283691
	Iteration 0F: 3 clusters Score -516780.3 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -517802.375000 Penalty: 4169.283691
	Iteration 1F: 3 clusters Score -517802.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -518058.531250 Penalty: 4169.283691
	Iteration 2F: 3 clusters Score -518058.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -518298.062500 Penalty: 4169.283691
	Iteration 3F: 3 clusters Score -518298.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -518545.375000 Penalty: 4169.283691
	Iteration 4F: 3 clusters Score -518545.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -518797.250000 Penalty: 4169.283691
	Iteration 5F: 3 clusters Score -518797.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -518990.375000 Penalty: 4169.283691
	Iteration 6F: 3 clusters Score -518990.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -519149.531250 Penalty: 4169.283691
	Iteration 7Q: 3 clusters Score -519149.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -519286.062500 Penalty: 4169.283691
	Iteration 8Q: 3 clusters Score -519286.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -519396.968750 Penalty: 4169.283691
	Iteration 9Q: 3 clusters Score -519397 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -519467.281250 Penalty: 4169.283691
	Iteration 10Q: 3 clusters Score -519467.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -519509.750000 Penalty: 4169.283691
	Iteration 11Q: 3 clusters Score -519509.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -519540.250000 Penalty: 4169.283691
	Iteration 12Q: 3 clusters Score -519540.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -519558.187500 Penalty: 4169.283691
	Iteration 13Q: 3 clusters Score -519558.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -519576.687500 Penalty: 4169.283691
	Iteration 14Q: 3 clusters Score -519576.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -519585.375000 Penalty: 4169.283691
	Iteration 15Q: 3 clusters Score -519585.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -519592.437500 Penalty: 4169.283691
	Iteration 16Q: 3 clusters Score -519592.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -519597.625000 Penalty: 4169.283691
	Iteration 17Q: 3 clusters Score -519597.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -519603.375000 Penalty: 4169.283691
	Iteration 18Q: 3 clusters Score -519603.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -519606.531250 Penalty: 4169.283691
	Iteration 19Q: 3 clusters Score -519606.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -519610.250000 Penalty: 4169.283691
	Iteration 20F: 3 clusters Score -519610.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -519612.312500 Penalty: 4169.283691
	Iteration 21Q: 3 clusters Score -519612.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -519616.312500 Penalty: 4169.283691
	Iteration 22Q: 3 clusters Score -519616.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -519621.968750 Penalty: 4169.283691
	Iteration 23Q: 3 clusters Score -519622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -519627.750000 Penalty: 4169.283691
	Iteration 24Q: 3 clusters Score -519627.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -519630.500000 Penalty: 4169.283691
	Iteration 25Q: 3 clusters Score -519630.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -519632.875000 Penalty: 4169.283691
	Iteration 26Q: 3 clusters Score -519632.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -519633.531250 Penalty: 4169.283691
	Iteration 27Q: 3 clusters Score -519633.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -519633.343750 Penalty: 4169.283691
	Iteration 28Q: 3 clusters Score -519633.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -519633.343750 Penalty: 4169.283691
	Iteration 29F: 3 clusters Score -519633.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (14475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Entering Unmasked Estep 
Score: -1776825.750000 Penalty: 2375.884277
	Iteration 0F: 2 clusters Score -1776826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1766273.500000 Penalty: 4751.768555
	Iteration 0F: 3 clusters Score -1766274 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1769514.500000 Penalty: 4751.768555
	Iteration 1F: 3 clusters Score -1769514 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1769871.125000 Penalty: 4751.768555
	Iteration 2F: 3 clusters Score -1769871 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1770142.750000 Penalty: 4751.768555
	Iteration 3Q: 3 clusters Score -1770143 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1770395.375000 Penalty: 4751.768555
	Iteration 4Q: 3 clusters Score -1770395 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1770664.000000 Penalty: 4751.768555
	Iteration 5Q: 3 clusters Score -1770664 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1770981.625000 Penalty: 4751.768555
	Iteration 6Q: 3 clusters Score -1770982 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1771347.250000 Penalty: 4751.768555
	Iteration 7Q: 3 clusters Score -1771347 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1771704.250000 Penalty: 4751.768555
	Iteration 8Q: 3 clusters Score -1771704 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1772077.750000 Penalty: 4751.768555
	Iteration 9Q: 3 clusters Score -1772078 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1772562.250000 Penalty: 4751.768555
	Iteration 10Q: 3 clusters Score -1772562 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1773065.750000 Penalty: 4751.768555
	Iteration 11Q: 3 clusters Score -1773066 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1773596.750000 Penalty: 4751.768555
	Iteration 12Q: 3 clusters Score -1773597 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1774180.750000 Penalty: 4751.768555
	Iteration 13Q: 3 clusters Score -1774181 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1774719.375000 Penalty: 4751.768555
	Iteration 14Q: 3 clusters Score -1774719 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1775029.750000 Penalty: 4751.768555
	Iteration 15Q: 3 clusters Score -1775030 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1775156.125000 Penalty: 4751.768555
	Iteration 16Q: 3 clusters Score -1775156 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1775228.375000 Penalty: 4751.768555
	Iteration 17Q: 3 clusters Score -1775228 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1775263.500000 Penalty: 4751.768555
	Iteration 18Q: 3 clusters Score -1775264 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1775288.000000 Penalty: 4751.768555
	Iteration 19Q: 3 clusters Score -1775288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1775299.250000 Penalty: 4751.768555
	Iteration 20F: 3 clusters Score -1775299 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1775310.375000 Penalty: 4751.768555
	Iteration 21Q: 3 clusters Score -1775310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1775319.250000 Penalty: 4751.768555
	Iteration 22Q: 3 clusters Score -1775319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1775324.250000 Penalty: 4751.768555
	Iteration 23Q: 3 clusters Score -1775324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1775335.375000 Penalty: 4751.768555
	Iteration 24Q: 3 clusters Score -1775335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1775341.375000 Penalty: 4751.768555
	Iteration 25Q: 3 clusters Score -1775341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1775342.500000 Penalty: 4751.768555
	Iteration 26Q: 3 clusters Score -1775342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1775340.750000 Penalty: 4751.768555
	Iteration 27Q: 3 clusters Score -1775341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1775341.000000 Penalty: 4751.768555
	Iteration 28Q: 3 clusters Score -1775341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1775340.500000 Penalty: 4751.768555
	Iteration 29Q: 3 clusters Score -1775340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1775340.875000 Penalty: 4751.768555
	Iteration 30Q: 3 clusters Score -1775341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1775339.750000 Penalty: 4751.768555
	Iteration 31Q: 3 clusters Score -1775340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1775342.250000 Penalty: 4751.768555
	Iteration 32Q: 3 clusters Score -1775342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1775347.500000 Penalty: 4751.768555
	Iteration 33Q: 3 clusters Score -1775348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1775349.375000 Penalty: 4751.768555
	Iteration 34Q: 3 clusters Score -1775349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1775349.625000 Penalty: 4751.768555
	Iteration 35Q: 3 clusters Score -1775350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1775351.125000 Penalty: 4751.768555
	Iteration 36Q: 3 clusters Score -1775351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1775356.000000 Penalty: 4751.768555
	Iteration 37Q: 3 clusters Score -1775356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1775354.375000 Penalty: 4751.768555
	Iteration 38Q: 3 clusters Score -1775354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1775355.625000 Penalty: 4751.768555
	Iteration 39Q: 3 clusters Score -1775356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1775355.250000 Penalty: 4751.768555
	Iteration 40F: 3 clusters Score -1775355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1775356.250000 Penalty: 4751.768555
	Iteration 41Q: 3 clusters Score -1775356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1775355.250000 Penalty: 4751.768555
	Iteration 42Q: 3 clusters Score -1775355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1775355.250000 Penalty: 4751.768555
	Iteration 43F: 3 clusters Score -1775355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (32881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Entering Unmasked Estep 
Score: -3925303.500000 Penalty: 2579.361328
	Iteration 0F: 2 clusters Score -3925304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3902836.000000 Penalty: 5158.722656
	Iteration 0F: 3 clusters Score -3902836 nChanged 14780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -3910922.000000 Penalty: 5158.722656
	Iteration 1F: 3 clusters Score -3910922 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3911567.500000 Penalty: 5158.722656
	Iteration 2F: 3 clusters Score -3911568 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -3912203.500000 Penalty: 5158.722656
	Iteration 3Q: 3 clusters Score -3912204 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3912872.000000 Penalty: 5158.722656
	Iteration 4Q: 3 clusters Score -3912872 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3913663.750000 Penalty: 5158.722656
	Iteration 5F: 3 clusters Score -3913664 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3914658.750000 Penalty: 5158.722656
	Iteration 6F: 3 clusters Score -3914659 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3915898.750000 Penalty: 5158.722656
	Iteration 7F: 3 clusters Score -3915899 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3917311.500000 Penalty: 5158.722656
	Iteration 8F: 3 clusters Score -3917312 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3918776.750000 Penalty: 5158.722656
	Iteration 9F: 3 clusters Score -3918777 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3920055.750000 Penalty: 5158.722656
	Iteration 10Q: 3 clusters Score -3920056 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3921053.250000 Penalty: 5158.722656
	Iteration 11Q: 3 clusters Score -3921053 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -3921722.250000 Penalty: 5158.722656
	Iteration 12Q: 3 clusters Score -3921722 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -3922145.500000 Penalty: 5158.722656
	Iteration 13Q: 3 clusters Score -3922146 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3922409.750000 Penalty: 5158.722656
	Iteration 14Q: 3 clusters Score -3922410 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3922603.500000 Penalty: 5158.722656
	Iteration 15Q: 3 clusters Score -3922604 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -3922717.250000 Penalty: 5158.722656
	Iteration 16Q: 3 clusters Score -3922717 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -3922821.000000 Penalty: 5158.722656
	Iteration 17Q: 3 clusters Score -3922821 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -3922900.000000 Penalty: 5158.722656
	Iteration 18Q: 3 clusters Score -3922900 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -3922972.750000 Penalty: 5158.722656
	Iteration 19Q: 3 clusters Score -3922973 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -3923031.500000 Penalty: 5158.722656
	Iteration 20F: 3 clusters Score -3923032 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3923074.250000 Penalty: 5158.722656
	Iteration 21Q: 3 clusters Score -3923074 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -3923129.000000 Penalty: 5158.722656
	Iteration 22Q: 3 clusters Score -3923129 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -3923169.750000 Penalty: 5158.722656
	Iteration 23Q: 3 clusters Score -3923170 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -3923215.500000 Penalty: 5158.722656
	Iteration 24Q: 3 clusters Score -3923216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3923278.500000 Penalty: 5158.722656
	Iteration 25Q: 3 clusters Score -3923278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -3923339.500000 Penalty: 5158.722656
	Iteration 26Q: 3 clusters Score -3923340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -3923369.750000 Penalty: 5158.722656
	Iteration 27Q: 3 clusters Score -3923370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -3923400.750000 Penalty: 5158.722656
	Iteration 28Q: 3 clusters Score -3923401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -3923430.500000 Penalty: 5158.722656
	Iteration 29Q: 3 clusters Score -3923430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -3923464.250000 Penalty: 5158.722656
	Iteration 30Q: 3 clusters Score -3923464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -3923494.000000 Penalty: 5158.722656
	Iteration 31Q: 3 clusters Score -3923494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -3923520.250000 Penalty: 5158.722656
	Iteration 32Q: 3 clusters Score -3923520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -3923547.750000 Penalty: 5158.722656
	Iteration 33Q: 3 clusters Score -3923548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -3923565.000000 Penalty: 5158.722656
	Iteration 34Q: 3 clusters Score -3923565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -3923588.250000 Penalty: 5158.722656
	Iteration 35Q: 3 clusters Score -3923588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -3923598.750000 Penalty: 5158.722656
	Iteration 36Q: 3 clusters Score -3923599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -3923611.250000 Penalty: 5158.722656
	Iteration 37Q: 3 clusters Score -3923611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -3923610.000000 Penalty: 5158.722656
	Iteration 38Q: 3 clusters Score -3923610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -3923627.500000 Penalty: 5158.722656
	Iteration 39Q: 3 clusters Score -3923628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3923639.500000 Penalty: 5158.722656
	Iteration 40F: 3 clusters Score -3923640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -3923654.500000 Penalty: 5158.722656
	Iteration 41Q: 3 clusters Score -3923654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -3923669.250000 Penalty: 5158.722656
	Iteration 42Q: 3 clusters Score -3923669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -3923685.000000 Penalty: 5158.722656
	Iteration 43Q: 3 clusters Score -3923685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -3923706.500000 Penalty: 5158.722656
	Iteration 44Q: 3 clusters Score -3923706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -3923727.750000 Penalty: 5158.722656
	Iteration 45Q: 3 clusters Score -3923728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -3923744.750000 Penalty: 5158.722656
	Iteration 46Q: 3 clusters Score -3923745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -3923759.000000 Penalty: 5158.722656
	Iteration 47Q: 3 clusters Score -3923759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -3923774.500000 Penalty: 5158.722656
	Iteration 48Q: 3 clusters Score -3923774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -3923786.000000 Penalty: 5158.722656
	Iteration 49Q: 3 clusters Score -3923786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -3923795.000000 Penalty: 5158.722656
	Iteration 50Q: 3 clusters Score -3923795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -3923803.000000 Penalty: 5158.722656
	Iteration 51Q: 3 clusters Score -3923803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -3923818.000000 Penalty: 5158.722656
	Iteration 52Q: 3 clusters Score -3923818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -3923828.000000 Penalty: 5158.722656
	Iteration 53Q: 3 clusters Score -3923828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -3923830.250000 Penalty: 5158.722656
	Iteration 54Q: 3 clusters Score -3923830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -3923837.500000 Penalty: 5158.722656
	Iteration 55Q: 3 clusters Score -3923838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -3923844.250000 Penalty: 5158.722656
	Iteration 56Q: 3 clusters Score -3923844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -3923857.000000 Penalty: 5158.722656
	Iteration 57Q: 3 clusters Score -3923857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -3923862.000000 Penalty: 5158.722656
	Iteration 58Q: 3 clusters Score -3923862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -3923879.000000 Penalty: 5158.722656
	Iteration 59Q: 3 clusters Score -3923879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -3923890.250000 Penalty: 5158.722656
	Iteration 60F: 3 clusters Score -3923890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -3923899.000000 Penalty: 5158.722656
	Iteration 61Q: 3 clusters Score -3923899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -3923898.500000 Penalty: 5158.722656
	Iteration 62Q: 3 clusters Score -3923898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -3923903.250000 Penalty: 5158.722656
	Iteration 63Q: 3 clusters Score -3923903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -3923904.500000 Penalty: 5158.722656
	Iteration 64Q: 3 clusters Score -3923904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -3923904.250000 Penalty: 5158.722656
	Iteration 65Q: 3 clusters Score -3923904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -3923906.250000 Penalty: 5158.722656
	Iteration 66Q: 3 clusters Score -3923906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -3923905.750000 Penalty: 5158.722656
	Iteration 67Q: 3 clusters Score -3923906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -3923905.750000 Penalty: 5158.722656
	Iteration 68F: 3 clusters Score -3923906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (43319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Entering Unmasked Estep 
Score: -5198834.500000 Penalty: 2647.733887
	Iteration 0F: 2 clusters Score -5198834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -5169277.500000 Penalty: 5295.467773
	Iteration 0F: 3 clusters Score -5169278 nChanged 20059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -5180615.500000 Penalty: 5295.467773
	Iteration 1F: 3 clusters Score -5180616 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -5181482.000000 Penalty: 5295.467773
	Iteration 2Q: 3 clusters Score -5181482 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -5182536.000000 Penalty: 5295.467773
	Iteration 3F: 3 clusters Score -5182536 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -5183741.000000 Penalty: 5295.467773
	Iteration 4F: 3 clusters Score -5183741 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -5185267.500000 Penalty: 5295.467773
	Iteration 5F: 3 clusters Score -5185268 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -5187041.500000 Penalty: 5295.467773
	Iteration 6F: 3 clusters Score -5187042 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -5189011.000000 Penalty: 5295.467773
	Iteration 7F: 3 clusters Score -5189011 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -5191067.000000 Penalty: 5295.467773
	Iteration 8F: 3 clusters Score -5191067 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -5193081.000000 Penalty: 5295.467773
	Iteration 9F: 3 clusters Score -5193081 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -5194707.500000 Penalty: 5295.467773
	Iteration 10F: 3 clusters Score -5194708 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -5195981.500000 Penalty: 5295.467773
	Iteration 11Q: 3 clusters Score -5195982 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -5196886.500000 Penalty: 5295.467773
	Iteration 12Q: 3 clusters Score -5196886 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -5197812.500000 Penalty: 5295.467773
	Iteration 13Q: 3 clusters Score -5197812 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -5198735.000000 Penalty: 5295.467773
	Iteration 14Q: 3 clusters Score -5198735 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -5199432.500000 Penalty: 5295.467773
	Iteration 15Q: 3 clusters Score -5199432 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -5199866.500000 Penalty: 5295.467773
	Iteration 16Q: 3 clusters Score -5199866 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -5200110.500000 Penalty: 5295.467773
	Iteration 17Q: 3 clusters Score -5200110 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -5200245.500000 Penalty: 5295.467773
	Iteration 18Q: 3 clusters Score -5200246 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -5200346.500000 Penalty: 5295.467773
	Iteration 19Q: 3 clusters Score -5200346 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -5200424.500000 Penalty: 5295.467773
	Iteration 20F: 3 clusters Score -5200424 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -5200483.000000 Penalty: 5295.467773
	Iteration 21Q: 3 clusters Score -5200483 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -5200536.000000 Penalty: 5295.467773
	Iteration 22Q: 3 clusters Score -5200536 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -5200574.500000 Penalty: 5295.467773
	Iteration 23Q: 3 clusters Score -5200574 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -5200586.000000 Penalty: 5295.467773
	Iteration 24Q: 3 clusters Score -5200586 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -5200623.000000 Penalty: 5295.467773
	Iteration 25Q: 3 clusters Score -5200623 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -5200644.000000 Penalty: 5295.467773
	Iteration 26Q: 3 clusters Score -5200644 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -5200656.500000 Penalty: 5295.467773
	Iteration 27Q: 3 clusters Score -5200656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -5200685.500000 Penalty: 5295.467773
	Iteration 28Q: 3 clusters Score -5200686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -5200686.500000 Penalty: 5295.467773
	Iteration 29Q: 3 clusters Score -5200686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -5200682.500000 Penalty: 5295.467773
	Iteration 30Q: 3 clusters Score -5200682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -5200686.500000 Penalty: 5295.467773
	Iteration 31Q: 3 clusters Score -5200686 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -5200697.500000 Penalty: 5295.467773
	Iteration 32Q: 3 clusters Score -5200698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -5200704.000000 Penalty: 5295.467773
	Iteration 33Q: 3 clusters Score -5200704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -5200717.500000 Penalty: 5295.467773
	Iteration 34Q: 3 clusters Score -5200718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -5200715.000000 Penalty: 5295.467773
	Iteration 35Q: 3 clusters Score -5200715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -5200723.500000 Penalty: 5295.467773
	Iteration 36Q: 3 clusters Score -5200724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -5200726.500000 Penalty: 5295.467773
	Iteration 37Q: 3 clusters Score -5200726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -5200731.500000 Penalty: 5295.467773
	Iteration 38Q: 3 clusters Score -5200732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -5200728.500000 Penalty: 5295.467773
	Iteration 39Q: 3 clusters Score -5200728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -5200726.000000 Penalty: 5295.467773
	Iteration 40F: 3 clusters Score -5200726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -5200722.000000 Penalty: 5295.467773
	Iteration 41Q: 3 clusters Score -5200722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -5200728.000000 Penalty: 5295.467773
	Iteration 42Q: 3 clusters Score -5200728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -5200736.500000 Penalty: 5295.467773
	Iteration 43Q: 3 clusters Score -5200736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -5200741.000000 Penalty: 5295.467773
	Iteration 44Q: 3 clusters Score -5200741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -5200757.000000 Penalty: 5295.467773
	Iteration 45Q: 3 clusters Score -5200757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -5200753.000000 Penalty: 5295.467773
	Iteration 46Q: 3 clusters Score -5200753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -5200770.500000 Penalty: 5295.467773
	Iteration 47Q: 3 clusters Score -5200770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -5200764.000000 Penalty: 5295.467773
	Iteration 48Q: 3 clusters Score -5200764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -5200758.500000 Penalty: 5295.467773
	Iteration 49Q: 3 clusters Score -5200758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -5200761.000000 Penalty: 5295.467773
	Iteration 50Q: 3 clusters Score -5200761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -5200765.000000 Penalty: 5295.467773
	Iteration 51Q: 3 clusters Score -5200765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -5200760.500000 Penalty: 5295.467773
	Iteration 52Q: 3 clusters Score -5200760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -5200759.500000 Penalty: 5295.467773
	Iteration 53Q: 3 clusters Score -5200760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -5200761.000000 Penalty: 5295.467773
	Iteration 54Q: 3 clusters Score -5200761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -5200751.000000 Penalty: 5295.467773
	Iteration 55Q: 3 clusters Score -5200751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -5200744.000000 Penalty: 5295.467773
	Iteration 56Q: 3 clusters Score -5200744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -5200750.500000 Penalty: 5295.467773
	Iteration 57Q: 3 clusters Score -5200750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -5200752.000000 Penalty: 5295.467773
	Iteration 58Q: 3 clusters Score -5200752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -5200754.500000 Penalty: 5295.467773
	Iteration 59Q: 3 clusters Score -5200754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -5200747.500000 Penalty: 5295.467773
	Iteration 60F: 3 clusters Score -5200748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -5200749.000000 Penalty: 5295.467773
	Iteration 61Q: 3 clusters Score -5200749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -5200757.500000 Penalty: 5295.467773
	Iteration 62Q: 3 clusters Score -5200758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -5200754.000000 Penalty: 5295.467773
	Iteration 63Q: 3 clusters Score -5200754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -5200755.000000 Penalty: 5295.467773
	Iteration 64Q: 3 clusters Score -5200755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -5200757.500000 Penalty: 5295.467773
	Iteration 65Q: 3 clusters Score -5200758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -5200758.000000 Penalty: 5295.467773
	Iteration 66Q: 3 clusters Score -5200758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -5200763.500000 Penalty: 5295.467773
	Iteration 67Q: 3 clusters Score -5200764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -5200766.500000 Penalty: 5295.467773
	Iteration 68Q: 3 clusters Score -5200766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -5200769.000000 Penalty: 5295.467773
	Iteration 69Q: 3 clusters Score -5200769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -5200768.500000 Penalty: 5295.467773
	Iteration 70Q: 3 clusters Score -5200768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -5200766.000000 Penalty: 5295.467773
	Iteration 71Q: 3 clusters Score -5200766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -5200771.000000 Penalty: 5295.467773
	Iteration 72Q: 3 clusters Score -5200771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -5200764.500000 Penalty: 5295.467773
	Iteration 73Q: 3 clusters Score -5200764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -5200769.000000 Penalty: 5295.467773
	Iteration 74Q: 3 clusters Score -5200769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -5200771.000000 Penalty: 5295.467773
	Iteration 75Q: 3 clusters Score -5200771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -5200769.500000 Penalty: 5295.467773
	Iteration 76Q: 3 clusters Score -5200770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -5200768.500000 Penalty: 5295.467773
	Iteration 77Q: 3 clusters Score -5200768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -5200769.000000 Penalty: 5295.467773
	Iteration 78Q: 3 clusters Score -5200769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -5200770.500000 Penalty: 5295.467773
	Iteration 79Q: 3 clusters Score -5200770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -5200770.500000 Penalty: 5295.467773
	Iteration 80F: 3 clusters Score -5200770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -5200769.500000 Penalty: 5295.467773
	Iteration 81Q: 3 clusters Score -5200770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -5200770.500000 Penalty: 5295.467773
	Iteration 82Q: 3 clusters Score -5200770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -5200775.500000 Penalty: 5295.467773
	Iteration 83Q: 3 clusters Score -5200776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -5200775.500000 Penalty: 5295.467773
	Iteration 84F: 3 clusters Score -5200776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 11788 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235074 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 76005 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 137650 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16574 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 16855 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94629 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41087 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 14409 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 95070 members 
Mstep: Class 36 contains 32418 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 3006 members 
Mstep: Class 39 contains 415 members 
Mstep: Class 40 contains 2182 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 902 members 
Mstep: Class 43 contains 1753 members 
Mstep: Class 44 contains 3897 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3968 members 
Mstep: Class 47 contains 11871 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 10926 members 
Mstep: Class 50 contains 2980 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 10677 members 
Mstep: Class 53 contains 675 members 
Mstep: Class 54 contains 2497 members 
Mstep: Class 55 contains 610 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 2098 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14475 members 
Mstep: Class 61 contains 32881 members 
Mstep: Class 62 contains 36142 members 
Mstep: Class 63 contains 92025 members 
Mstep: Class 64 contains 3680 members 
Mstep: Class 65 contains 596 members 
Mstep: Class 66 contains 1794 members 
Mstep: Class 67 contains 3407 members 
Mstep: Class 68 contains 19144 members 
Mstep: Class 69 contains 265 members 
Mstep: Class 70 contains 1416 members 
Mstep: Class 71 contains 1558 members 
Mstep: Class 72 contains 2586 members 
Mstep: Class 73 contains 1248 members 
Mstep: Class 74 contains 2367 members 
Mstep: Class 75 contains 1934 members 
Mstep: Class 76 contains 7177 members 
Entering Unmasked Estep 
Score: -154511968.000000 Penalty: 265529.687500
Splitting cluster 62 changes total score from -154504800.000000 to -154511968.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 63 (92025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Entering Unmasked Estep 
Score: -11271671.000000 Penalty: 2834.594238
	Iteration 0F: 2 clusters Score -1.127167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -11210408.000000 Penalty: 5669.188477
	Iteration 0F: 3 clusters Score -1.121041e+07 nChanged 43224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -11234756.000000 Penalty: 5669.188477
	Iteration 1F: 3 clusters Score -1.123476e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -11235672.000000 Penalty: 5669.188477
	Iteration 2Q: 3 clusters Score -1.123567e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -11236850.000000 Penalty: 5669.188477
	Iteration 3Q: 3 clusters Score -1.123685e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -11238532.000000 Penalty: 5669.188477
	Iteration 4Q: 3 clusters Score -1.123853e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -11240892.000000 Penalty: 5669.188477
	Iteration 5Q: 3 clusters Score -1.124089e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -11244330.000000 Penalty: 5669.188477
	Iteration 6F: 3 clusters Score -1.124433e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -11248622.000000 Penalty: 5669.188477
	Iteration 7F: 3 clusters Score -1.124862e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -11252543.000000 Penalty: 5669.188477
	Iteration 8F: 3 clusters Score -1.125254e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -11255724.000000 Penalty: 5669.188477
	Iteration 9F: 3 clusters Score -1.125572e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -11257950.000000 Penalty: 5669.188477
	Iteration 10Q: 3 clusters Score -1.125795e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -11259753.000000 Penalty: 5669.188477
	Iteration 11Q: 3 clusters Score -1.125975e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -11261331.000000 Penalty: 5669.188477
	Iteration 12Q: 3 clusters Score -1.126133e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -11262733.000000 Penalty: 5669.188477
	Iteration 13Q: 3 clusters Score -1.126273e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
Score: -11264001.000000 Penalty: 5669.188477
	Iteration 14Q: 3 clusters Score -1.1264e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -11265093.000000 Penalty: 5669.188477
	Iteration 15Q: 3 clusters Score -1.126509e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 78128 members 
Entering Unmasked Estep 
Score: -11266122.000000 Penalty: 5669.188477
	Iteration 16Q: 3 clusters Score -1.126612e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -11266982.000000 Penalty: 5669.188477
	Iteration 17Q: 3 clusters Score -1.126698e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 81936 members 
Entering Unmasked Estep 
Score: -11267600.000000 Penalty: 5669.188477
	Iteration 18Q: 3 clusters Score -1.12676e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -11268067.000000 Penalty: 5669.188477
	Iteration 19Q: 3 clusters Score -1.126807e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 84543 members 
Entering Unmasked Estep 
Score: -11268520.000000 Penalty: 5669.188477
	Iteration 20F: 3 clusters Score -1.126852e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -11268788.000000 Penalty: 5669.188477
	Iteration 21Q: 3 clusters Score -1.126879e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -11269005.000000 Penalty: 5669.188477
	Iteration 22Q: 3 clusters Score -1.1269e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -11269173.000000 Penalty: 5669.188477
	Iteration 23Q: 3 clusters Score -1.126917e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 87200 members 
Entering Unmasked Estep 
Score: -11269285.000000 Penalty: 5669.188477
	Iteration 24Q: 3 clusters Score -1.126928e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -11269340.000000 Penalty: 5669.188477
	Iteration 25Q: 3 clusters Score -1.126934e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -11269405.000000 Penalty: 5669.188477
	Iteration 26Q: 3 clusters Score -1.12694e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 88120 members 
Entering Unmasked Estep 
Score: -11269442.000000 Penalty: 5669.188477
	Iteration 27Q: 3 clusters Score -1.126944e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 88320 members 
Entering Unmasked Estep 
Score: -11269511.000000 Penalty: 5669.188477
	Iteration 28Q: 3 clusters Score -1.126951e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 88506 members 
Entering Unmasked Estep 
Score: -11269564.000000 Penalty: 5669.188477
	Iteration 29Q: 3 clusters Score -1.126956e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 88669 members 
Entering Unmasked Estep 
Score: -11269614.000000 Penalty: 5669.188477
	Iteration 30Q: 3 clusters Score -1.126961e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -11269634.000000 Penalty: 5669.188477
	Iteration 31Q: 3 clusters Score -1.126963e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -11269689.000000 Penalty: 5669.188477
	Iteration 32Q: 3 clusters Score -1.126969e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 88978 members 
Entering Unmasked Estep 
Score: -11269689.000000 Penalty: 5669.188477
	Iteration 33Q: 3 clusters Score -1.126969e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 89039 members 
Entering Unmasked Estep 
Score: -11269719.000000 Penalty: 5669.188477
	Iteration 34Q: 3 clusters Score -1.126972e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 89090 members 
Entering Unmasked Estep 
Score: -11269771.000000 Penalty: 5669.188477
	Iteration 35Q: 3 clusters Score -1.126977e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 89138 members 
Entering Unmasked Estep 
Score: -11269776.000000 Penalty: 5669.188477
	Iteration 36Q: 3 clusters Score -1.126978e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 89176 members 
Entering Unmasked Estep 
Score: -11269772.000000 Penalty: 5669.188477
	Iteration 37Q: 3 clusters Score -1.126977e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 89213 members 
Entering Unmasked Estep 
Score: -11269769.000000 Penalty: 5669.188477
	Iteration 38Q: 3 clusters Score -1.126977e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -11269783.000000 Penalty: 5669.188477
	Iteration 39Q: 3 clusters Score -1.126978e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 89280 members 
Entering Unmasked Estep 
Score: -11269785.000000 Penalty: 5669.188477
	Iteration 40F: 3 clusters Score -1.126978e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 89303 members 
Entering Unmasked Estep 
Score: -11269793.000000 Penalty: 5669.188477
	Iteration 41Q: 3 clusters Score -1.126979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 89327 members 
Entering Unmasked Estep 
Score: -11269824.000000 Penalty: 5669.188477
	Iteration 42Q: 3 clusters Score -1.126982e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 89352 members 
Entering Unmasked Estep 
Score: -11269814.000000 Penalty: 5669.188477
	Iteration 43Q: 3 clusters Score -1.126981e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 89374 members 
Entering Unmasked Estep 
Score: -11269818.000000 Penalty: 5669.188477
	Iteration 44Q: 3 clusters Score -1.126982e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 89389 members 
Entering Unmasked Estep 
Score: -11269819.000000 Penalty: 5669.188477
	Iteration 45Q: 3 clusters Score -1.126982e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 89412 members 
Entering Unmasked Estep 
Score: -11269829.000000 Penalty: 5669.188477
	Iteration 46Q: 3 clusters Score -1.126983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 89426 members 
Entering Unmasked Estep 
Score: -11269839.000000 Penalty: 5669.188477
	Iteration 47Q: 3 clusters Score -1.126984e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -11269828.000000 Penalty: 5669.188477
	Iteration 48Q: 3 clusters Score -1.126983e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
Score: -11269817.000000 Penalty: 5669.188477
	Iteration 49Q: 3 clusters Score -1.126982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -11269817.000000 Penalty: 5669.188477
	Iteration 50Q: 3 clusters Score -1.126982e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -11269836.000000 Penalty: 5669.188477
	Iteration 51Q: 3 clusters Score -1.126984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 89503 members 
Entering Unmasked Estep 
Score: -11269843.000000 Penalty: 5669.188477
	Iteration 52Q: 3 clusters Score -1.126984e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -11269839.000000 Penalty: 5669.188477
	Iteration 53Q: 3 clusters Score -1.126984e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -11269847.000000 Penalty: 5669.188477
	Iteration 54Q: 3 clusters Score -1.126985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -11269852.000000 Penalty: 5669.188477
	Iteration 55Q: 3 clusters Score -1.126985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -11269865.000000 Penalty: 5669.188477
	Iteration 56Q: 3 clusters Score -1.126986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -11269859.000000 Penalty: 5669.188477
	Iteration 57Q: 3 clusters Score -1.126986e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -11269859.000000 Penalty: 5669.188477
	Iteration 58Q: 3 clusters Score -1.126986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 89609 members 
Entering Unmasked Estep 
Score: -11269867.000000 Penalty: 5669.188477
	Iteration 59Q: 3 clusters Score -1.126987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -11269867.000000 Penalty: 5669.188477
	Iteration 60F: 3 clusters Score -1.126987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -11269865.000000 Penalty: 5669.188477
	Iteration 61Q: 3 clusters Score -1.126986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 89639 members 
Entering Unmasked Estep 
Score: -11269872.000000 Penalty: 5669.188477
	Iteration 62Q: 3 clusters Score -1.126987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 89646 members 
Entering Unmasked Estep 
Score: -11269868.000000 Penalty: 5669.188477
	Iteration 63Q: 3 clusters Score -1.126987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -11269868.000000 Penalty: 5669.188477
	Iteration 64Q: 3 clusters Score -1.126987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -11269873.000000 Penalty: 5669.188477
	Iteration 65Q: 3 clusters Score -1.126987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -11269884.000000 Penalty: 5669.188477
	Iteration 66Q: 3 clusters Score -1.126988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -11269899.000000 Penalty: 5669.188477
	Iteration 67Q: 3 clusters Score -1.12699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -11269891.000000 Penalty: 5669.188477
	Iteration 68Q: 3 clusters Score -1.126989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -11269893.000000 Penalty: 5669.188477
	Iteration 69Q: 3 clusters Score -1.126989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 89689 members 
Entering Unmasked Estep 
Score: -11269892.000000 Penalty: 5669.188477
	Iteration 70Q: 3 clusters Score -1.126989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -11269896.000000 Penalty: 5669.188477
	Iteration 71Q: 3 clusters Score -1.12699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -11269893.000000 Penalty: 5669.188477
	Iteration 72Q: 3 clusters Score -1.126989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 89694 members 
Entering Unmasked Estep 
Score: -11269898.000000 Penalty: 5669.188477
	Iteration 73Q: 3 clusters Score -1.12699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 89694 members 
Entering Unmasked Estep 
Score: -11269896.000000 Penalty: 5669.188477
	Iteration 74Q: 3 clusters Score -1.12699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -11269898.000000 Penalty: 5669.188477
	Iteration 75Q: 3 clusters Score -1.12699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -11269898.000000 Penalty: 5669.188477
	Iteration 76F: 3 clusters Score -1.12699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -448519.375000 Penalty: 2036.245605
	Iteration 0F: 2 clusters Score -448519.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -444804.968750 Penalty: 4072.491211
	Iteration 0F: 3 clusters Score -444805 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -445592.718750 Penalty: 4072.491211
	Iteration 1F: 3 clusters Score -445592.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -445789.312500 Penalty: 4072.491211
	Iteration 2F: 3 clusters Score -445789.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -445915.968750 Penalty: 4072.491211
	Iteration 3F: 3 clusters Score -445916 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -445987.312500 Penalty: 4072.491211
	Iteration 4Q: 3 clusters Score -445987.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -446037.281250 Penalty: 4072.491211
	Iteration 5Q: 3 clusters Score -446037.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -446083.312500 Penalty: 4072.491211
	Iteration 6Q: 3 clusters Score -446083.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -446109.375000 Penalty: 4072.491211
	Iteration 7Q: 3 clusters Score -446109.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -446137.875000 Penalty: 4072.491211
	Iteration 8Q: 3 clusters Score -446137.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -446155.875000 Penalty: 4072.491211
	Iteration 9Q: 3 clusters Score -446155.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -446172.000000 Penalty: 4072.491211
	Iteration 10Q: 3 clusters Score -446172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -446186.593750 Penalty: 4072.491211
	Iteration 11Q: 3 clusters Score -446186.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -446199.125000 Penalty: 4072.491211
	Iteration 12Q: 3 clusters Score -446199.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -446212.187500 Penalty: 4072.491211
	Iteration 13Q: 3 clusters Score -446212.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -446227.125000 Penalty: 4072.491211
	Iteration 14Q: 3 clusters Score -446227.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -446241.625000 Penalty: 4072.491211
	Iteration 15Q: 3 clusters Score -446241.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -446257.656250 Penalty: 4072.491211
	Iteration 16Q: 3 clusters Score -446257.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -446276.000000 Penalty: 4072.491211
	Iteration 17Q: 3 clusters Score -446276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -446290.218750 Penalty: 4072.491211
	Iteration 18Q: 3 clusters Score -446290.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -446300.593750 Penalty: 4072.491211
	Iteration 19Q: 3 clusters Score -446300.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -446309.843750 Penalty: 4072.491211
	Iteration 20F: 3 clusters Score -446309.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -446316.468750 Penalty: 4072.491211
	Iteration 21Q: 3 clusters Score -446316.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -446321.531250 Penalty: 4072.491211
	Iteration 22Q: 3 clusters Score -446321.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -446330.125000 Penalty: 4072.491211
	Iteration 23Q: 3 clusters Score -446330.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -446338.687500 Penalty: 4072.491211
	Iteration 24Q: 3 clusters Score -446338.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -446344.593750 Penalty: 4072.491211
	Iteration 25Q: 3 clusters Score -446344.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -446349.781250 Penalty: 4072.491211
	Iteration 26Q: 3 clusters Score -446349.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -446358.125000 Penalty: 4072.491211
	Iteration 27Q: 3 clusters Score -446358.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -446365.500000 Penalty: 4072.491211
	Iteration 28Q: 3 clusters Score -446365.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -446372.000000 Penalty: 4072.491211
	Iteration 29Q: 3 clusters Score -446372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -446377.093750 Penalty: 4072.491211
	Iteration 30Q: 3 clusters Score -446377.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -446382.656250 Penalty: 4072.491211
	Iteration 31Q: 3 clusters Score -446382.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -446388.281250 Penalty: 4072.491211
	Iteration 32Q: 3 clusters Score -446388.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -446391.875000 Penalty: 4072.491211
	Iteration 33Q: 3 clusters Score -446391.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -446396.468750 Penalty: 4072.491211
	Iteration 34Q: 3 clusters Score -446396.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -446400.281250 Penalty: 4072.491211
	Iteration 35Q: 3 clusters Score -446400.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -446404.250000 Penalty: 4072.491211
	Iteration 36Q: 3 clusters Score -446404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -446407.218750 Penalty: 4072.491211
	Iteration 37Q: 3 clusters Score -446407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -446409.625000 Penalty: 4072.491211
	Iteration 38Q: 3 clusters Score -446409.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -446412.062500 Penalty: 4072.491211
	Iteration 39Q: 3 clusters Score -446412.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -446413.093750 Penalty: 4072.491211
	Iteration 40F: 3 clusters Score -446413.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -446416.718750 Penalty: 4072.491211
	Iteration 41Q: 3 clusters Score -446416.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -446418.000000 Penalty: 4072.491211
	Iteration 42Q: 3 clusters Score -446418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -446419.375000 Penalty: 4072.491211
	Iteration 43Q: 3 clusters Score -446419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -446422.093750 Penalty: 4072.491211
	Iteration 44Q: 3 clusters Score -446422.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -446426.593750 Penalty: 4072.491211
	Iteration 45Q: 3 clusters Score -446426.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -446428.875000 Penalty: 4072.491211
	Iteration 46Q: 3 clusters Score -446428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -446431.968750 Penalty: 4072.491211
	Iteration 47Q: 3 clusters Score -446432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -446434.156250 Penalty: 4072.491211
	Iteration 48Q: 3 clusters Score -446434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -446437.343750 Penalty: 4072.491211
	Iteration 49Q: 3 clusters Score -446437.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -446442.687500 Penalty: 4072.491211
	Iteration 50Q: 3 clusters Score -446442.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -446449.531250 Penalty: 4072.491211
	Iteration 51Q: 3 clusters Score -446449.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -446455.781250 Penalty: 4072.491211
	Iteration 52Q: 3 clusters Score -446455.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -446461.062500 Penalty: 4072.491211
	Iteration 53Q: 3 clusters Score -446461.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -446465.500000 Penalty: 4072.491211
	Iteration 54Q: 3 clusters Score -446465.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -446469.125000 Penalty: 4072.491211
	Iteration 55Q: 3 clusters Score -446469.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -446473.281250 Penalty: 4072.491211
	Iteration 56Q: 3 clusters Score -446473.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -446475.968750 Penalty: 4072.491211
	Iteration 57Q: 3 clusters Score -446476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -446477.562500 Penalty: 4072.491211
	Iteration 58Q: 3 clusters Score -446477.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -446479.781250 Penalty: 4072.491211
	Iteration 59Q: 3 clusters Score -446479.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -446481.437500 Penalty: 4072.491211
	Iteration 60F: 3 clusters Score -446481.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -446481.281250 Penalty: 4072.491211
	Iteration 61Q: 3 clusters Score -446481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -446482.218750 Penalty: 4072.491211
	Iteration 62Q: 3 clusters Score -446482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -446482.312500 Penalty: 4072.491211
	Iteration 63Q: 3 clusters Score -446482.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -446482.312500 Penalty: 4072.491211
	Iteration 64F: 3 clusters Score -446482.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 11788 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 235074 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 76005 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 16396 members 
Mstep: Class 17 contains 137650 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 16574 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 5991 members 
Mstep: Class 27 contains 16855 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 94629 members 
Mstep: Class 30 contains 4637 members 
Mstep: Class 31 contains 41087 members 
Mstep: Class 32 contains 5204 members 
Mstep: Class 33 contains 14409 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 95070 members 
Mstep: Class 36 contains 32418 members 
Mstep: Class 37 contains 7102 members 
Mstep: Class 38 contains 3006 members 
Mstep: Class 39 contains 415 members 
Mstep: Class 40 contains 2182 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 902 members 
Mstep: Class 43 contains 1753 members 
Mstep: Class 44 contains 3897 members 
Mstep: Class 45 contains 5571 members 
Mstep: Class 46 contains 3968 members 
Mstep: Class 47 contains 11871 members 
Mstep: Class 48 contains 7717 members 
Mstep: Class 49 contains 10926 members 
Mstep: Class 50 contains 2980 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 10677 members 
Mstep: Class 53 contains 675 members 
Mstep: Class 54 contains 2497 members 
Mstep: Class 55 contains 610 members 
Mstep: Class 56 contains 2440 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 2098 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14475 members 
Mstep: Class 61 contains 32881 members 
Mstep: Class 62 contains 36142 members 
Mstep: Class 63 contains 92025 members 
Mstep: Class 64 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2504.937012 but Gain 3493.796875
Score: -154518416.000000 Penalty: 262035.890625
Iteration 119Q: 76 clusters Score -1.545184e+08 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 11706 members 
Mstep: Class 4 contains 381 members 
Mstep: Class 5 contains 3112 members 
Mstep: Class 6 contains 10725 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 2446 members 
Mstep: Class 9 contains 5341 members 
Mstep: Class 10 contains 3314 members 
Mstep: Class 11 contains 235317 members 
Mstep: Class 12 contains 12067 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 75893 members 
Mstep: Class 15 contains 6520 members 
Mstep: Class 16 contains 16217 members 
Mstep: Class 17 contains 137374 members 
Mstep: Class 18 contains 12741 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 21 contains 16316 members 
Mstep: Class 22 contains 4737 members 
Mstep: Class 23 contains 1917 members 
Mstep: Class 24 contains 16530 members 
Mstep: Class 25 contains 1009 members 
Mstep: Class 26 contains 5974 members 
Mstep: Class 27 contains 17161 members 
Mstep: Class 28 contains 2259 members 
Mstep: Class 29 contains 94624 members 
Mstep: Class 30 contains 4661 members 
Mstep: Class 31 contains 41094 members 
Mstep: Class 32 contains 5256 members 
Mstep: Class 33 contains 14509 members 
Mstep: Class 34 contains 15610 members 
Mstep: Class 35 contains 95741 members 
Mstep: Class 36 contains 32437 members 
Mstep: Class 37 contains 7088 members 
Mstep: Class 38 contains 3004 members 
Mstep: Class 39 contains 461 members 
Mstep: Class 40 contains 2262 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 896 members 
Mstep: Class 43 contains 1780 members 
Mstep: Class 44 contains 3896 members 
Mstep: Class 45 contains 5487 members 
Mstep: Class 46 contains 3970 members 
Mstep: Class 47 contains 11918 members 
Mstep: Class 48 contains 7733 members 
Mstep: Class 49 contains 10928 members 
Mstep: Class 50 contains 2977 members 
Mstep: Class 51 contains 1274 members 
Mstep: Class 52 contains 10656 members 
Mstep: Class 53 contains 784 members 
Mstep: Class 54 contains 2656 members 
Mstep: Class 55 contains 625 members 
Mstep: Class 56 contains 2406 members 
Mstep: Class 57 contains 17008 members 
Mstep: Class 58 contains 2109 members 
Mstep: Class 59 contains 4477 members 
Mstep: Class 60 contains 14547 members 
Mstep: Class 61 contains 32591 members 
Mstep: Class 62 contains 35887 members 
Mstep: Class 63 contains 92031 members 
Mstep: Class 64 contains 3679 members 
Mstep: Class 65 contains 581 members 
Mstep: Class 66 contains 1769 members 
Mstep: Class 67 contains 3258 members 
Mstep: Class 68 contains 18499 members 
Mstep: Class 69 contains 271 members 
Mstep: Class 70 contains 1411 members 
Mstep: Class 71 contains 1531 members 
Mstep: Class 72 contains 2568 members 
Mstep: Class 73 contains 1196 members 
Mstep: Class 74 contains 2322 members 
Mstep: Class 75 contains 1909 members 
Mstep: Class 76 contains 6811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524704.000000 Penalty: 262035.890625
Iteration 120F: 76 clusters Score -1.545247e+08 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 7811 members 
Mstep: Class 3 contains 11635 members 
Mstep: Class 4 contains 389 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 611 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 5324 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 235396 members 
Mstep: Class 12 contains 11816 members 
Mstep: Class 13 contains 5547 members 
Mstep: Class 14 contains 75776 members 
Mstep: Class 15 contains 6545 members 
Mstep: Class 16 contains 16041 members 
Mstep: Class 17 contains 137179 members 
Mstep: Class 18 contains 12747 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 21 contains 16229 members 
Mstep: Class 22 contains 5169 members 
Mstep: Class 23 contains 1895 members 
Mstep: Class 24 contains 16506 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 5965 members 
Mstep: Class 27 contains 17281 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 94579 members 
Mstep: Class 30 contains 4654 members 
Mstep: Class 31 contains 41119 members 
Mstep: Class 32 contains 5205 members 
Mstep: Class 33 contains 14608 members 
Mstep: Class 34 contains 15616 members 
Mstep: Class 35 contains 95917 members 
Mstep: Class 36 contains 32433 members 
Mstep: Class 37 contains 7074 members 
Mstep: Class 38 contains 2997 members 
Mstep: Class 39 contains 463 members 
Mstep: Class 40 contains 2292 members 
Mstep: Class 41 contains 8670 members 
Mstep: Class 42 contains 884 members 
Mstep: Class 43 contains 1791 members 
Mstep: Class 44 contains 3876 members 
Mstep: Class 45 contains 5411 members 
Mstep: Class 46 contains 3973 members 
Mstep: Class 47 contains 11912 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 10933 members 
Mstep: Class 50 contains 2975 members 
Mstep: Class 51 contains 1251 members 
Mstep: Class 52 contains 10632 members 
Mstep: Class 53 contains 828 members 
Mstep: Class 54 contains 2704 members 
Mstep: Class 55 contains 602 members 
Mstep: Class 56 contains 2378 members 
Mstep: Class 57 contains 16847 members 
Mstep: Class 58 contains 2102 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14602 members 
Mstep: Class 61 contains 32378 members 
Mstep: Class 62 contains 35590 members 
Mstep: Class 63 contains 92045 members 
Mstep: Class 64 contains 3680 members 
Mstep: Class 65 contains 629 members 
Mstep: Class 66 contains 1924 members 
Mstep: Class 67 contains 3454 members 
Mstep: Class 68 contains 18685 members 
Mstep: Class 69 contains 274 members 
Mstep: Class 70 contains 1511 members 
Mstep: Class 71 contains 1595 members 
Mstep: Class 72 contains 2568 members 
Mstep: Class 73 contains 1230 members 
Mstep: Class 74 contains 2435 members 
Mstep: Class 75 contains 1909 members 
Mstep: Class 76 contains 7142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154526864.000000 Penalty: 262035.890625
Iteration 121Q: 76 clusters Score -1.545269e+08 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 7693 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 4 contains 389 members 
Mstep: Class 5 contains 2771 members 
Mstep: Class 6 contains 10706 members 
Mstep: Class 7 contains 612 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 11 contains 235430 members 
Mstep: Class 12 contains 11641 members 
Mstep: Class 13 contains 5551 members 
Mstep: Class 14 contains 75719 members 
Mstep: Class 15 contains 6560 members 
Mstep: Class 16 contains 15945 members 
Mstep: Class 17 contains 137054 members 
Mstep: Class 18 contains 12754 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 21 contains 16161 members 
Mstep: Class 22 contains 5469 members 
Mstep: Class 23 contains 1886 members 
Mstep: Class 24 contains 16489 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 5958 members 
Mstep: Class 27 contains 17368 members 
Mstep: Class 28 contains 2253 members 
Mstep: Class 29 contains 94534 members 
Mstep: Class 30 contains 4645 members 
Mstep: Class 31 contains 41141 members 
Mstep: Class 32 contains 5183 members 
Mstep: Class 33 contains 14700 members 
Mstep: Class 34 contains 15601 members 
Mstep: Class 35 contains 96093 members 
Mstep: Class 36 contains 32424 members 
Mstep: Class 37 contains 7067 members 
Mstep: Class 38 contains 2993 members 
Mstep: Class 39 contains 475 members 
Mstep: Class 40 contains 2314 members 
Mstep: Class 41 contains 8668 members 
Mstep: Class 42 contains 870 members 
Mstep: Class 43 contains 1799 members 
Mstep: Class 44 contains 3866 members 
Mstep: Class 45 contains 5343 members 
Mstep: Class 46 contains 3975 members 
Mstep: Class 47 contains 11933 members 
Mstep: Class 48 contains 7789 members 
Mstep: Class 49 contains 10938 members 
Mstep: Class 50 contains 2978 members 
Mstep: Class 51 contains 1243 members 
Mstep: Class 52 contains 10612 members 
Mstep: Class 53 contains 857 members 
Mstep: Class 54 contains 2706 members 
Mstep: Class 55 contains 596 members 
Mstep: Class 56 contains 2367 members 
Mstep: Class 57 contains 16762 members 
Mstep: Class 58 contains 2099 members 
Mstep: Class 59 contains 4471 members 
Mstep: Class 60 contains 14662 members 
Mstep: Class 61 contains 32164 members 
Mstep: Class 62 contains 35373 members 
Mstep: Class 63 contains 92069 members 
Mstep: Class 64 contains 3681 members 
Mstep: Class 65 contains 633 members 
Mstep: Class 66 contains 2027 members 
Mstep: Class 67 contains 3579 members 
Mstep: Class 68 contains 18791 members 
Mstep: Class 69 contains 273 members 
Mstep: Class 70 contains 1589 members 
Mstep: Class 71 contains 1635 members 
Mstep: Class 72 contains 2567 members 
Mstep: Class 73 contains 1232 members 
Mstep: Class 74 contains 2503 members 
Mstep: Class 75 contains 1909 members 
Mstep: Class 76 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528336.000000 Penalty: 262035.890625
Iteration 122Q: 76 clusters Score -1.545283e+08 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 7610 members 
Mstep: Class 3 contains 11578 members 
Mstep: Class 4 contains 393 members 
Mstep: Class 5 contains 2649 members 
Mstep: Class 6 contains 10704 members 
Mstep: Class 7 contains 611 members 
Mstep: Class 8 contains 2348 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 11 contains 235454 members 
Mstep: Class 12 contains 11503 members 
Mstep: Class 13 contains 5555 members 
Mstep: Class 14 contains 75663 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 136963 members 
Mstep: Class 18 contains 12759 members 
Mstep: Class 19 contains 1899 members 
Mstep: Class 21 contains 16096 members 
Mstep: Class 22 contains 5682 members 
Mstep: Class 23 contains 1878 members 
Mstep: Class 24 contains 16479 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 5976 members 
Mstep: Class 27 contains 17400 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 94486 members 
Mstep: Class 30 contains 4634 members 
Mstep: Class 31 contains 41160 members 
Mstep: Class 32 contains 5161 members 
Mstep: Class 33 contains 14788 members 
Mstep: Class 34 contains 15579 members 
Mstep: Class 35 contains 96239 members 
Mstep: Class 36 contains 32405 members 
Mstep: Class 37 contains 7068 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 2332 members 
Mstep: Class 41 contains 8670 members 
Mstep: Class 42 contains 867 members 
Mstep: Class 43 contains 1807 members 
Mstep: Class 44 contains 3859 members 
Mstep: Class 45 contains 5299 members 
Mstep: Class 46 contains 3980 members 
Mstep: Class 47 contains 11941 members 
Mstep: Class 48 contains 7823 members 
Mstep: Class 49 contains 10946 members 
Mstep: Class 50 contains 2982 members 
Mstep: Class 51 contains 1244 members 
Mstep: Class 52 contains 10599 members 
Mstep: Class 53 contains 877 members 
Mstep: Class 54 contains 2705 members 
Mstep: Class 55 contains 594 members 
Mstep: Class 56 contains 2354 members 
Mstep: Class 57 contains 16706 members 
Mstep: Class 58 contains 2099 members 
Mstep: Class 59 contains 4474 members 
Mstep: Class 60 contains 14735 members 
Mstep: Class 61 contains 31973 members 
Mstep: Class 62 contains 35176 members 
Mstep: Class 63 contains 92091 members 
Mstep: Class 64 contains 3684 members 
Mstep: Class 65 contains 625 members 
Mstep: Class 66 contains 2102 members 
Mstep: Class 67 contains 3684 members 
Mstep: Class 68 contains 18879 members 
Mstep: Class 69 contains 274 members 
Mstep: Class 70 contains 1659 members 
Mstep: Class 71 contains 1652 members 
Mstep: Class 72 contains 2567 members 
Mstep: Class 73 contains 1248 members 
Mstep: Class 74 contains 2562 members 
Mstep: Class 75 contains 1909 members 
Mstep: Class 76 contains 7498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528560.000000 Penalty: 262035.890625
Iteration 123Q: 76 clusters Score -1.545286e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 11546 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 2549 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3306 members 
Mstep: Class 11 contains 235476 members 
Mstep: Class 12 contains 11386 members 
Mstep: Class 13 contains 5563 members 
Mstep: Class 14 contains 75665 members 
Mstep: Class 15 contains 6612 members 
Mstep: Class 16 contains 15827 members 
Mstep: Class 17 contains 136885 members 
Mstep: Class 18 contains 12765 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 21 contains 16013 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 1871 members 
Mstep: Class 24 contains 16472 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 5989 members 
Mstep: Class 27 contains 17417 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 94436 members 
Mstep: Class 30 contains 4633 members 
Mstep: Class 31 contains 41174 members 
Mstep: Class 32 contains 5142 members 
Mstep: Class 33 contains 14868 members 
Mstep: Class 34 contains 15575 members 
Mstep: Class 35 contains 96346 members 
Mstep: Class 36 contains 32392 members 
Mstep: Class 37 contains 7059 members 
Mstep: Class 38 contains 2973 members 
Mstep: Class 39 contains 486 members 
Mstep: Class 40 contains 2344 members 
Mstep: Class 41 contains 8671 members 
Mstep: Class 42 contains 866 members 
Mstep: Class 43 contains 1819 members 
Mstep: Class 44 contains 3856 members 
Mstep: Class 45 contains 5259 members 
Mstep: Class 46 contains 3985 members 
Mstep: Class 47 contains 11961 members 
Mstep: Class 48 contains 7857 members 
Mstep: Class 49 contains 10955 members 
Mstep: Class 50 contains 2984 members 
Mstep: Class 51 contains 1243 members 
Mstep: Class 52 contains 10592 members 
Mstep: Class 53 contains 894 members 
Mstep: Class 54 contains 2693 members 
Mstep: Class 55 contains 592 members 
Mstep: Class 56 contains 2352 members 
Mstep: Class 57 contains 16666 members 
Mstep: Class 58 contains 2098 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 14782 members 
Mstep: Class 61 contains 31783 members 
Mstep: Class 62 contains 35011 members 
Mstep: Class 63 contains 92103 members 
Mstep: Class 64 contains 3686 members 
Mstep: Class 65 contains 620 members 
Mstep: Class 66 contains 2176 members 
Mstep: Class 67 contains 3760 members 
Mstep: Class 68 contains 18936 members 
Mstep: Class 69 contains 277 members 
Mstep: Class 70 contains 1712 members 
Mstep: Class 71 contains 1660 members 
Mstep: Class 72 contains 2565 members 
Mstep: Class 73 contains 1262 members 
Mstep: Class 74 contains 2618 members 
Mstep: Class 75 contains 1909 members 
Mstep: Class 76 contains 7659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528816.000000 Penalty: 262035.890625
Iteration 124Q: 76 clusters Score -1.545288e+08 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 7477 members 
Mstep: Class 3 contains 11526 members 
Mstep: Class 4 contains 397 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 10702 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3303 members 
Mstep: Class 11 contains 235483 members 
Mstep: Class 12 contains 11289 members 
Mstep: Class 13 contains 5578 members 
Mstep: Class 14 contains 75659 members 
Mstep: Class 15 contains 6637 members 
Mstep: Class 16 contains 15786 members 
Mstep: Class 17 contains 136829 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 15925 members 
Mstep: Class 22 contains 5981 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 16475 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 94408 members 
Mstep: Class 30 contains 4633 members 
Mstep: Class 31 contains 41191 members 
Mstep: Class 32 contains 5125 members 
Mstep: Class 33 contains 14929 members 
Mstep: Class 34 contains 15575 members 
Mstep: Class 35 contains 96407 members 
Mstep: Class 36 contains 32390 members 
Mstep: Class 37 contains 7054 members 
Mstep: Class 38 contains 2966 members 
Mstep: Class 39 contains 493 members 
Mstep: Class 40 contains 2358 members 
Mstep: Class 41 contains 8672 members 
Mstep: Class 42 contains 870 members 
Mstep: Class 43 contains 1833 members 
Mstep: Class 44 contains 3858 members 
Mstep: Class 45 contains 5233 members 
Mstep: Class 46 contains 3989 members 
Mstep: Class 47 contains 12000 members 
Mstep: Class 48 contains 7894 members 
Mstep: Class 49 contains 10965 members 
Mstep: Class 50 contains 2982 members 
Mstep: Class 51 contains 1244 members 
Mstep: Class 52 contains 10576 members 
Mstep: Class 53 contains 912 members 
Mstep: Class 54 contains 2677 members 
Mstep: Class 55 contains 594 members 
Mstep: Class 56 contains 2355 members 
Mstep: Class 57 contains 16639 members 
Mstep: Class 58 contains 2100 members 
Mstep: Class 59 contains 4475 members 
Mstep: Class 60 contains 14833 members 
Mstep: Class 61 contains 31599 members 
Mstep: Class 62 contains 34873 members 
Mstep: Class 63 contains 92114 members 
Mstep: Class 64 contains 3687 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 2231 members 
Mstep: Class 67 contains 3814 members 
Mstep: Class 68 contains 18980 members 
Mstep: Class 69 contains 281 members 
Mstep: Class 70 contains 1746 members 
Mstep: Class 71 contains 1670 members 
Mstep: Class 72 contains 2563 members 
Mstep: Class 73 contains 1271 members 
Mstep: Class 74 contains 2663 members 
Mstep: Class 75 contains 1908 members 
Mstep: Class 76 contains 7810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529664.000000 Penalty: 262035.890625
Iteration 125Q: 76 clusters Score -1.545297e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 7433 members 
Mstep: Class 3 contains 11502 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 2424 members 
Mstep: Class 6 contains 10701 members 
Mstep: Class 7 contains 604 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3302 members 
Mstep: Class 11 contains 235486 members 
Mstep: Class 12 contains 11205 members 
Mstep: Class 13 contains 5597 members 
Mstep: Class 14 contains 75676 members 
Mstep: Class 15 contains 6660 members 
Mstep: Class 16 contains 15747 members 
Mstep: Class 17 contains 136788 members 
Mstep: Class 18 contains 12780 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 15825 members 
Mstep: Class 22 contains 6078 members 
Mstep: Class 23 contains 1856 members 
Mstep: Class 24 contains 16469 members 
Mstep: Class 25 contains 996 members 
Mstep: Class 26 contains 6030 members 
Mstep: Class 27 contains 17428 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 94373 members 
Mstep: Class 30 contains 4633 members 
Mstep: Class 31 contains 41225 members 
Mstep: Class 32 contains 5116 members 
Mstep: Class 33 contains 14999 members 
Mstep: Class 34 contains 15587 members 
Mstep: Class 35 contains 96441 members 
Mstep: Class 36 contains 32387 members 
Mstep: Class 37 contains 7055 members 
Mstep: Class 38 contains 2963 members 
Mstep: Class 39 contains 499 members 
Mstep: Class 40 contains 2363 members 
Mstep: Class 41 contains 8671 members 
Mstep: Class 42 contains 872 members 
Mstep: Class 43 contains 1847 members 
Mstep: Class 44 contains 3856 members 
Mstep: Class 45 contains 5205 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 12017 members 
Mstep: Class 48 contains 7949 members 
Mstep: Class 49 contains 10969 members 
Mstep: Class 50 contains 2983 members 
Mstep: Class 51 contains 1243 members 
Mstep: Class 52 contains 10569 members 
Mstep: Class 53 contains 923 members 
Mstep: Class 54 contains 2671 members 
Mstep: Class 55 contains 603 members 
Mstep: Class 56 contains 2350 members 
Mstep: Class 57 contains 16615 members 
Mstep: Class 58 contains 2101 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14884 members 
Mstep: Class 61 contains 31428 members 
Mstep: Class 62 contains 34734 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3686 members 
Mstep: Class 65 contains 608 members 
Mstep: Class 66 contains 2266 members 
Mstep: Class 67 contains 3842 members 
Mstep: Class 68 contains 19020 members 
Mstep: Class 69 contains 284 members 
Mstep: Class 70 contains 1771 members 
Mstep: Class 71 contains 1678 members 
Mstep: Class 72 contains 2563 members 
Mstep: Class 73 contains 1291 members 
Mstep: Class 74 contains 2700 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 7959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529952.000000 Penalty: 262035.890625
Iteration 126Q: 76 clusters Score -1.5453e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 7402 members 
Mstep: Class 3 contains 11489 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 10701 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3302 members 
Mstep: Class 11 contains 235492 members 
Mstep: Class 12 contains 11144 members 
Mstep: Class 13 contains 5608 members 
Mstep: Class 14 contains 75699 members 
Mstep: Class 15 contains 6691 members 
Mstep: Class 16 contains 15713 members 
Mstep: Class 17 contains 136752 members 
Mstep: Class 18 contains 12787 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 21 contains 15731 members 
Mstep: Class 22 contains 6135 members 
Mstep: Class 23 contains 1851 members 
Mstep: Class 24 contains 16460 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 6048 members 
Mstep: Class 27 contains 17421 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 94345 members 
Mstep: Class 30 contains 4633 members 
Mstep: Class 31 contains 41260 members 
Mstep: Class 32 contains 5107 members 
Mstep: Class 33 contains 15061 members 
Mstep: Class 34 contains 15583 members 
Mstep: Class 35 contains 96459 members 
Mstep: Class 36 contains 32384 members 
Mstep: Class 37 contains 7057 members 
Mstep: Class 38 contains 2957 members 
Mstep: Class 39 contains 502 members 
Mstep: Class 40 contains 2373 members 
Mstep: Class 41 contains 8672 members 
Mstep: Class 42 contains 874 members 
Mstep: Class 43 contains 1856 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5186 members 
Mstep: Class 46 contains 3990 members 
Mstep: Class 47 contains 12042 members 
Mstep: Class 48 contains 7981 members 
Mstep: Class 49 contains 10974 members 
Mstep: Class 50 contains 2982 members 
Mstep: Class 51 contains 1244 members 
Mstep: Class 52 contains 10560 members 
Mstep: Class 53 contains 935 members 
Mstep: Class 54 contains 2671 members 
Mstep: Class 55 contains 605 members 
Mstep: Class 56 contains 2347 members 
Mstep: Class 57 contains 16604 members 
Mstep: Class 58 contains 2101 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14925 members 
Mstep: Class 61 contains 31279 members 
Mstep: Class 62 contains 34626 members 
Mstep: Class 63 contains 92134 members 
Mstep: Class 64 contains 3686 members 
Mstep: Class 65 contains 603 members 
Mstep: Class 66 contains 2295 members 
Mstep: Class 67 contains 3886 members 
Mstep: Class 68 contains 19047 members 
Mstep: Class 69 contains 286 members 
Mstep: Class 70 contains 1793 members 
Mstep: Class 71 contains 1684 members 
Mstep: Class 72 contains 2563 members 
Mstep: Class 73 contains 1303 members 
Mstep: Class 74 contains 2727 members 
Mstep: Class 75 contains 1904 members 
Mstep: Class 76 contains 8092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154530384.000000 Penalty: 262035.890625
Iteration 127Q: 76 clusters Score -1.545304e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 11480 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 2292 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3300 members 
Mstep: Class 11 contains 235491 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 14 contains 75704 members 
Mstep: Class 15 contains 6733 members 
Mstep: Class 16 contains 15692 members 
Mstep: Class 17 contains 136733 members 
Mstep: Class 18 contains 12797 members 
Mstep: Class 19 contains 1891 members 
Mstep: Class 21 contains 15648 members 
Mstep: Class 22 contains 6166 members 
Mstep: Class 23 contains 1847 members 
Mstep: Class 24 contains 16454 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 6067 members 
Mstep: Class 27 contains 17420 members 
Mstep: Class 28 contains 2253 members 
Mstep: Class 29 contains 94336 members 
Mstep: Class 30 contains 4632 members 
Mstep: Class 31 contains 41284 members 
Mstep: Class 32 contains 5095 members 
Mstep: Class 33 contains 15126 members 
Mstep: Class 34 contains 15578 members 
Mstep: Class 35 contains 96467 members 
Mstep: Class 36 contains 32369 members 
Mstep: Class 37 contains 7058 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 503 members 
Mstep: Class 40 contains 2386 members 
Mstep: Class 41 contains 8674 members 
Mstep: Class 42 contains 877 members 
Mstep: Class 43 contains 1861 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5180 members 
Mstep: Class 46 contains 3993 members 
Mstep: Class 47 contains 12065 members 
Mstep: Class 48 contains 7998 members 
Mstep: Class 49 contains 10978 members 
Mstep: Class 50 contains 2982 members 
Mstep: Class 51 contains 1247 members 
Mstep: Class 52 contains 10550 members 
Mstep: Class 53 contains 935 members 
Mstep: Class 54 contains 2668 members 
Mstep: Class 55 contains 612 members 
Mstep: Class 56 contains 2340 members 
Mstep: Class 57 contains 16593 members 
Mstep: Class 58 contains 2101 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 14965 members 
Mstep: Class 61 contains 31151 members 
Mstep: Class 62 contains 34530 members 
Mstep: Class 63 contains 92146 members 
Mstep: Class 64 contains 3686 members 
Mstep: Class 65 contains 602 members 
Mstep: Class 66 contains 2312 members 
Mstep: Class 67 contains 3911 members 
Mstep: Class 68 contains 19067 members 
Mstep: Class 69 contains 288 members 
Mstep: Class 70 contains 1819 members 
Mstep: Class 71 contains 1687 members 
Mstep: Class 72 contains 2562 members 
Mstep: Class 73 contains 1320 members 
Mstep: Class 74 contains 2751 members 
Mstep: Class 75 contains 1903 members 
Mstep: Class 76 contains 8209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154530480.000000 Penalty: 262035.890625
Iteration 128Q: 76 clusters Score -1.545305e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 11467 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2288 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3298 members 
Mstep: Class 11 contains 235504 members 
Mstep: Class 12 contains 11051 members 
Mstep: Class 13 contains 5623 members 
Mstep: Class 14 contains 75700 members 
Mstep: Class 15 contains 6772 members 
Mstep: Class 16 contains 15679 members 
Mstep: Class 17 contains 136711 members 
Mstep: Class 18 contains 12805 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 15563 members 
Mstep: Class 22 contains 6200 members 
Mstep: Class 23 contains 1845 members 
Mstep: Class 24 contains 16456 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6083 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2253 members 
Mstep: Class 29 contains 94322 members 
Mstep: Class 30 contains 4632 members 
Mstep: Class 31 contains 41324 members 
Mstep: Class 32 contains 5095 members 
Mstep: Class 33 contains 15175 members 
Mstep: Class 34 contains 15572 members 
Mstep: Class 35 contains 96479 members 
Mstep: Class 36 contains 32365 members 
Mstep: Class 37 contains 7058 members 
Mstep: Class 38 contains 2951 members 
Mstep: Class 39 contains 501 members 
Mstep: Class 40 contains 2397 members 
Mstep: Class 41 contains 8676 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1862 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5175 members 
Mstep: Class 46 contains 3996 members 
Mstep: Class 47 contains 12090 members 
Mstep: Class 48 contains 8017 members 
Mstep: Class 49 contains 10980 members 
Mstep: Class 50 contains 2983 members 
Mstep: Class 51 contains 1249 members 
Mstep: Class 52 contains 10546 members 
Mstep: Class 53 contains 939 members 
Mstep: Class 54 contains 2663 members 
Mstep: Class 55 contains 622 members 
Mstep: Class 56 contains 2343 members 
Mstep: Class 57 contains 16583 members 
Mstep: Class 58 contains 2101 members 
Mstep: Class 59 contains 4472 members 
Mstep: Class 60 contains 14999 members 
Mstep: Class 61 contains 31028 members 
Mstep: Class 62 contains 34439 members 
Mstep: Class 63 contains 92150 members 
Mstep: Class 64 contains 3686 members 
Mstep: Class 65 contains 603 members 
Mstep: Class 66 contains 2329 members 
Mstep: Class 67 contains 3919 members 
Mstep: Class 68 contains 19083 members 
Mstep: Class 69 contains 291 members 
Mstep: Class 70 contains 1831 members 
Mstep: Class 71 contains 1685 members 
Mstep: Class 72 contains 2562 members 
Mstep: Class 73 contains 1329 members 
Mstep: Class 74 contains 2770 members 
Mstep: Class 75 contains 1903 members 
Mstep: Class 76 contains 8309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154530576.000000 Penalty: 262035.890625
Iteration 129Q: 76 clusters Score -1.545306e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 11462 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 5319 members 
Mstep: Class 10 contains 3299 members 
Mstep: Class 11 contains 235522 members 
Mstep: Class 12 contains 11006 members 
Mstep: Class 13 contains 5627 members 
Mstep: Class 14 contains 75730 members 
Mstep: Class 15 contains 6803 members 
Mstep: Class 16 contains 15664 members 
Mstep: Class 17 contains 136686 members 
Mstep: Class 18 contains 12815 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 21 contains 15489 members 
Mstep: Class 22 contains 6228 members 
Mstep: Class 23 contains 1841 members 
Mstep: Class 24 contains 16450 members 
Mstep: Class 25 contains 973 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 17430 members 
Mstep: Class 28 contains 2253 members 
Mstep: Class 29 contains 94296 members 
Mstep: Class 30 contains 4632 members 
Mstep: Class 31 contains 41354 members 
Mstep: Class 32 contains 5089 members 
Mstep: Class 33 contains 15235 members 
Mstep: Class 34 contains 15574 members 
Mstep: Class 35 contains 96488 members 
Mstep: Class 36 contains 32362 members 
Mstep: Class 37 contains 7058 members 
Mstep: Class 38 contains 2951 members 
Mstep: Class 39 contains 502 members 
Mstep: Class 40 contains 2400 members 
Mstep: Class 41 contains 8676 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1863 members 
Mstep: Class 44 contains 3849 members 
Mstep: Class 45 contains 5171 members 
Mstep: Class 46 contains 3997 members 
Mstep: Class 47 contains 12115 members 
Mstep: Class 48 contains 8031 members 
Mstep: Class 49 contains 10981 members 
Mstep: Class 50 contains 2985 members 
Mstep: Class 51 contains 1247 members 
Mstep: Class 52 contains 10538 members 
Mstep: Class 53 contains 942 members 
Mstep: Class 54 contains 2663 members 
Mstep: Class 55 contains 632 members 
Mstep: Class 56 contains 2350 members 
Mstep: Class 57 contains 16575 members 
Mstep: Class 58 contains 2102 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 15041 members 
Mstep: Class 61 contains 30905 members 
Mstep: Class 62 contains 34335 members 
Mstep: Class 63 contains 92146 members 
Mstep: Class 64 contains 3686 members 
Mstep: Class 65 contains 600 members 
Mstep: Class 66 contains 2339 members 
Mstep: Class 67 contains 3914 members 
Mstep: Class 68 contains 19092 members 
Mstep: Class 69 contains 293 members 
Mstep: Class 70 contains 1844 members 
Mstep: Class 71 contains 1689 members 
Mstep: Class 72 contains 2562 members 
Mstep: Class 73 contains 1350 members 
Mstep: Class 74 contains 2795 members 
Mstep: Class 75 contains 1903 members 
Mstep: Class 76 contains 8414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531408.000000 Penalty: 262035.890625
Iteration 130Q: 76 clusters Score -1.545314e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 11464 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235533 members 
Mstep: Class 12 contains 10962 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 75751 members 
Mstep: Class 15 contains 6834 members 
Mstep: Class 16 contains 15654 members 
Mstep: Class 17 contains 136661 members 
Mstep: Class 18 contains 12826 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 21 contains 15411 members 
Mstep: Class 22 contains 6252 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16446 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 6118 members 
Mstep: Class 27 contains 17433 members 
Mstep: Class 28 contains 2253 members 
Mstep: Class 29 contains 94285 members 
Mstep: Class 30 contains 4632 members 
Mstep: Class 31 contains 41387 members 
Mstep: Class 32 contains 5086 members 
Mstep: Class 33 contains 15289 members 
Mstep: Class 34 contains 15572 members 
Mstep: Class 35 contains 96513 members 
Mstep: Class 36 contains 32363 members 
Mstep: Class 37 contains 7058 members 
Mstep: Class 38 contains 2948 members 
Mstep: Class 39 contains 502 members 
Mstep: Class 40 contains 2404 members 
Mstep: Class 41 contains 8677 members 
Mstep: Class 42 contains 877 members 
Mstep: Class 43 contains 1865 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5168 members 
Mstep: Class 46 contains 3999 members 
Mstep: Class 47 contains 12137 members 
Mstep: Class 48 contains 8042 members 
Mstep: Class 49 contains 10983 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1246 members 
Mstep: Class 52 contains 10538 members 
Mstep: Class 53 contains 947 members 
Mstep: Class 54 contains 2660 members 
Mstep: Class 55 contains 634 members 
Mstep: Class 56 contains 2354 members 
Mstep: Class 57 contains 16569 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4473 members 
Mstep: Class 60 contains 15084 members 
Mstep: Class 61 contains 30779 members 
Mstep: Class 62 contains 34212 members 
Mstep: Class 63 contains 92146 members 
Mstep: Class 64 contains 3686 members 
Mstep: Class 65 contains 599 members 
Mstep: Class 66 contains 2347 members 
Mstep: Class 67 contains 3921 members 
Mstep: Class 68 contains 19102 members 
Mstep: Class 69 contains 294 members 
Mstep: Class 70 contains 1856 members 
Mstep: Class 71 contains 1692 members 
Mstep: Class 72 contains 2561 members 
Mstep: Class 73 contains 1359 members 
Mstep: Class 74 contains 2809 members 
Mstep: Class 75 contains 1902 members 
Mstep: Class 76 contains 8518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531424.000000 Penalty: 262035.890625
Iteration 131Q: 76 clusters Score -1.545314e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 11465 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2231 members 
Mstep: Class 6 contains 10704 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235517 members 
Mstep: Class 12 contains 10934 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 75753 members 
Mstep: Class 15 contains 6870 members 
Mstep: Class 16 contains 15646 members 
Mstep: Class 17 contains 136650 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 15354 members 
Mstep: Class 22 contains 6279 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16442 members 
Mstep: Class 25 contains 977 members 
Mstep: Class 26 contains 6126 members 
Mstep: Class 27 contains 17436 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94280 members 
Mstep: Class 30 contains 4632 members 
Mstep: Class 31 contains 41426 members 
Mstep: Class 32 contains 5079 members 
Mstep: Class 33 contains 15342 members 
Mstep: Class 34 contains 15567 members 
Mstep: Class 35 contains 96544 members 
Mstep: Class 36 contains 32362 members 
Mstep: Class 37 contains 7059 members 
Mstep: Class 38 contains 2945 members 
Mstep: Class 39 contains 502 members 
Mstep: Class 40 contains 2409 members 
Mstep: Class 41 contains 8677 members 
Mstep: Class 42 contains 876 members 
Mstep: Class 43 contains 1867 members 
Mstep: Class 44 contains 3851 members 
Mstep: Class 45 contains 5164 members 
Mstep: Class 46 contains 3999 members 
Mstep: Class 47 contains 12149 members 
Mstep: Class 48 contains 8030 members 
Mstep: Class 49 contains 10986 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1249 members 
Mstep: Class 52 contains 10535 members 
Mstep: Class 53 contains 950 members 
Mstep: Class 54 contains 2657 members 
Mstep: Class 55 contains 640 members 
Mstep: Class 56 contains 2355 members 
Mstep: Class 57 contains 16567 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4472 members 
Mstep: Class 60 contains 15121 members 
Mstep: Class 61 contains 30680 members 
Mstep: Class 62 contains 34109 members 
Mstep: Class 63 contains 92140 members 
Mstep: Class 64 contains 3689 members 
Mstep: Class 65 contains 599 members 
Mstep: Class 66 contains 2351 members 
Mstep: Class 67 contains 3926 members 
Mstep: Class 68 contains 19107 members 
Mstep: Class 69 contains 295 members 
Mstep: Class 70 contains 1864 members 
Mstep: Class 71 contains 1695 members 
Mstep: Class 72 contains 2560 members 
Mstep: Class 73 contains 1369 members 
Mstep: Class 74 contains 2817 members 
Mstep: Class 75 contains 1901 members 
Mstep: Class 76 contains 8601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531344.000000 Penalty: 262035.890625
Iteration 132Q: 76 clusters Score -1.545313e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 11465 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235504 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 13 contains 5638 members 
Mstep: Class 14 contains 75764 members 
Mstep: Class 15 contains 6920 members 
Mstep: Class 16 contains 15638 members 
Mstep: Class 17 contains 136636 members 
Mstep: Class 18 contains 12847 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 15303 members 
Mstep: Class 22 contains 6299 members 
Mstep: Class 23 contains 1839 members 
Mstep: Class 24 contains 16436 members 
Mstep: Class 25 contains 978 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 17436 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94275 members 
Mstep: Class 30 contains 4631 members 
Mstep: Class 31 contains 41459 members 
Mstep: Class 32 contains 5075 members 
Mstep: Class 33 contains 15384 members 
Mstep: Class 34 contains 15561 members 
Mstep: Class 35 contains 96554 members 
Mstep: Class 36 contains 32353 members 
Mstep: Class 37 contains 7058 members 
Mstep: Class 38 contains 2941 members 
Mstep: Class 39 contains 500 members 
Mstep: Class 40 contains 2413 members 
Mstep: Class 41 contains 8677 members 
Mstep: Class 42 contains 876 members 
Mstep: Class 43 contains 1869 members 
Mstep: Class 44 contains 3853 members 
Mstep: Class 45 contains 5161 members 
Mstep: Class 46 contains 3999 members 
Mstep: Class 47 contains 12157 members 
Mstep: Class 48 contains 8012 members 
Mstep: Class 49 contains 10990 members 
Mstep: Class 50 contains 2985 members 
Mstep: Class 51 contains 1247 members 
Mstep: Class 52 contains 10528 members 
Mstep: Class 53 contains 950 members 
Mstep: Class 54 contains 2653 members 
Mstep: Class 55 contains 646 members 
Mstep: Class 56 contains 2358 members 
Mstep: Class 57 contains 16567 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4472 members 
Mstep: Class 60 contains 15142 members 
Mstep: Class 61 contains 30594 members 
Mstep: Class 62 contains 34038 members 
Mstep: Class 63 contains 92138 members 
Mstep: Class 64 contains 3690 members 
Mstep: Class 65 contains 598 members 
Mstep: Class 66 contains 2360 members 
Mstep: Class 67 contains 3933 members 
Mstep: Class 68 contains 19110 members 
Mstep: Class 69 contains 298 members 
Mstep: Class 70 contains 1870 members 
Mstep: Class 71 contains 1695 members 
Mstep: Class 72 contains 2560 members 
Mstep: Class 73 contains 1380 members 
Mstep: Class 74 contains 2825 members 
Mstep: Class 75 contains 1901 members 
Mstep: Class 76 contains 8692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531136.000000 Penalty: 262035.890625
Iteration 133Q: 76 clusters Score -1.545311e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 11463 members 
Mstep: Class 4 contains 410 members 
Mstep: Class 5 contains 2209 members 
Mstep: Class 6 contains 10704 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235491 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 5644 members 
Mstep: Class 14 contains 75775 members 
Mstep: Class 15 contains 6963 members 
Mstep: Class 16 contains 15636 members 
Mstep: Class 17 contains 136630 members 
Mstep: Class 18 contains 12856 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 21 contains 15263 members 
Mstep: Class 22 contains 6314 members 
Mstep: Class 23 contains 1839 members 
Mstep: Class 24 contains 16433 members 
Mstep: Class 25 contains 972 members 
Mstep: Class 26 contains 6152 members 
Mstep: Class 27 contains 17435 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94271 members 
Mstep: Class 30 contains 4628 members 
Mstep: Class 31 contains 41480 members 
Mstep: Class 32 contains 5066 members 
Mstep: Class 33 contains 15419 members 
Mstep: Class 34 contains 15555 members 
Mstep: Class 35 contains 96563 members 
Mstep: Class 36 contains 32353 members 
Mstep: Class 37 contains 7060 members 
Mstep: Class 38 contains 2940 members 
Mstep: Class 39 contains 500 members 
Mstep: Class 40 contains 2416 members 
Mstep: Class 41 contains 8677 members 
Mstep: Class 42 contains 876 members 
Mstep: Class 43 contains 1870 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 3999 members 
Mstep: Class 47 contains 12186 members 
Mstep: Class 48 contains 7988 members 
Mstep: Class 49 contains 10995 members 
Mstep: Class 50 contains 2984 members 
Mstep: Class 51 contains 1244 members 
Mstep: Class 52 contains 10521 members 
Mstep: Class 53 contains 955 members 
Mstep: Class 54 contains 2652 members 
Mstep: Class 55 contains 652 members 
Mstep: Class 56 contains 2359 members 
Mstep: Class 57 contains 16570 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4472 members 
Mstep: Class 60 contains 15177 members 
Mstep: Class 61 contains 30516 members 
Mstep: Class 62 contains 33958 members 
Mstep: Class 63 contains 92135 members 
Mstep: Class 64 contains 3690 members 
Mstep: Class 65 contains 595 members 
Mstep: Class 66 contains 2368 members 
Mstep: Class 67 contains 3935 members 
Mstep: Class 68 contains 19113 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1876 members 
Mstep: Class 71 contains 1698 members 
Mstep: Class 72 contains 2559 members 
Mstep: Class 73 contains 1391 members 
Mstep: Class 74 contains 2831 members 
Mstep: Class 75 contains 1901 members 
Mstep: Class 76 contains 8771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531056.000000 Penalty: 262035.890625
Iteration 134Q: 76 clusters Score -1.545311e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 11467 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 10704 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2270 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235486 members 
Mstep: Class 12 contains 10845 members 
Mstep: Class 13 contains 5649 members 
Mstep: Class 14 contains 75778 members 
Mstep: Class 15 contains 7002 members 
Mstep: Class 16 contains 15631 members 
Mstep: Class 17 contains 136630 members 
Mstep: Class 18 contains 12863 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 21 contains 15237 members 
Mstep: Class 22 contains 6325 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16430 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 6165 members 
Mstep: Class 27 contains 17434 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94265 members 
Mstep: Class 30 contains 4627 members 
Mstep: Class 31 contains 41497 members 
Mstep: Class 32 contains 5057 members 
Mstep: Class 33 contains 15450 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96576 members 
Mstep: Class 36 contains 32351 members 
Mstep: Class 37 contains 7063 members 
Mstep: Class 38 contains 2938 members 
Mstep: Class 39 contains 504 members 
Mstep: Class 40 contains 2417 members 
Mstep: Class 41 contains 8677 members 
Mstep: Class 42 contains 876 members 
Mstep: Class 43 contains 1871 members 
Mstep: Class 44 contains 3855 members 
Mstep: Class 45 contains 5148 members 
Mstep: Class 46 contains 3998 members 
Mstep: Class 47 contains 12212 members 
Mstep: Class 48 contains 7961 members 
Mstep: Class 49 contains 11000 members 
Mstep: Class 50 contains 2984 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10514 members 
Mstep: Class 53 contains 961 members 
Mstep: Class 54 contains 2651 members 
Mstep: Class 55 contains 659 members 
Mstep: Class 56 contains 2362 members 
Mstep: Class 57 contains 16574 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4472 members 
Mstep: Class 60 contains 15203 members 
Mstep: Class 61 contains 30457 members 
Mstep: Class 62 contains 33876 members 
Mstep: Class 63 contains 92132 members 
Mstep: Class 64 contains 3690 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2374 members 
Mstep: Class 67 contains 3936 members 
Mstep: Class 68 contains 19113 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1877 members 
Mstep: Class 71 contains 1698 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1400 members 
Mstep: Class 74 contains 2839 members 
Mstep: Class 75 contains 1901 members 
Mstep: Class 76 contains 8847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531088.000000 Penalty: 262035.890625
Iteration 135Q: 76 clusters Score -1.545311e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 59930 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 11464 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 235490 members 
Mstep: Class 12 contains 10820 members 
Mstep: Class 13 contains 5653 members 
Mstep: Class 14 contains 75801 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 15625 members 
Mstep: Class 17 contains 136622 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 21 contains 15219 members 
Mstep: Class 22 contains 6329 members 
Mstep: Class 23 contains 1841 members 
Mstep: Class 24 contains 16427 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 6177 members 
Mstep: Class 27 contains 17435 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94255 members 
Mstep: Class 30 contains 4628 members 
Mstep: Class 31 contains 41505 members 
Mstep: Class 32 contains 5050 members 
Mstep: Class 33 contains 15484 members 
Mstep: Class 34 contains 15536 members 
Mstep: Class 35 contains 96582 members 
Mstep: Class 36 contains 32348 members 
Mstep: Class 37 contains 7064 members 
Mstep: Class 38 contains 2938 members 
Mstep: Class 39 contains 505 members 
Mstep: Class 40 contains 2418 members 
Mstep: Class 41 contains 8677 members 
Mstep: Class 42 contains 876 members 
Mstep: Class 43 contains 1870 members 
Mstep: Class 44 contains 3855 members 
Mstep: Class 45 contains 5146 members 
Mstep: Class 46 contains 3998 members 
Mstep: Class 47 contains 12228 members 
Mstep: Class 48 contains 7938 members 
Mstep: Class 49 contains 11010 members 
Mstep: Class 50 contains 2985 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 10505 members 
Mstep: Class 53 contains 964 members 
Mstep: Class 54 contains 2649 members 
Mstep: Class 55 contains 659 members 
Mstep: Class 56 contains 2368 members 
Mstep: Class 57 contains 16571 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4472 members 
Mstep: Class 60 contains 15229 members 
Mstep: Class 61 contains 30384 members 
Mstep: Class 62 contains 33795 members 
Mstep: Class 63 contains 92133 members 
Mstep: Class 64 contains 3690 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2384 members 
Mstep: Class 67 contains 3943 members 
Mstep: Class 68 contains 19115 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1881 members 
Mstep: Class 71 contains 1699 members 
Mstep: Class 72 contains 2559 members 
Mstep: Class 73 contains 1407 members 
Mstep: Class 74 contains 2843 members 
Mstep: Class 75 contains 1901 members 
Mstep: Class 76 contains 8929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154530896.000000 Penalty: 262035.890625
Iteration 136Q: 76 clusters Score -1.545309e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 11460 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 10701 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2268 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 235491 members 
Mstep: Class 12 contains 10797 members 
Mstep: Class 13 contains 5660 members 
Mstep: Class 14 contains 75820 members 
Mstep: Class 15 contains 7099 members 
Mstep: Class 16 contains 15617 members 
Mstep: Class 17 contains 136618 members 
Mstep: Class 18 contains 12885 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 15207 members 
Mstep: Class 22 contains 6338 members 
Mstep: Class 23 contains 1841 members 
Mstep: Class 24 contains 16422 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 6191 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94252 members 
Mstep: Class 30 contains 4628 members 
Mstep: Class 31 contains 41515 members 
Mstep: Class 32 contains 5045 members 
Mstep: Class 33 contains 15519 members 
Mstep: Class 34 contains 15529 members 
Mstep: Class 35 contains 96600 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 7064 members 
Mstep: Class 38 contains 2938 members 
Mstep: Class 39 contains 505 members 
Mstep: Class 40 contains 2419 members 
Mstep: Class 41 contains 8678 members 
Mstep: Class 42 contains 876 members 
Mstep: Class 43 contains 1869 members 
Mstep: Class 44 contains 3855 members 
Mstep: Class 45 contains 5140 members 
Mstep: Class 46 contains 3999 members 
Mstep: Class 47 contains 12242 members 
Mstep: Class 48 contains 7903 members 
Mstep: Class 49 contains 11023 members 
Mstep: Class 50 contains 2984 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 10491 members 
Mstep: Class 53 contains 965 members 
Mstep: Class 54 contains 2649 members 
Mstep: Class 55 contains 660 members 
Mstep: Class 56 contains 2369 members 
Mstep: Class 57 contains 16571 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4472 members 
Mstep: Class 60 contains 15261 members 
Mstep: Class 61 contains 30299 members 
Mstep: Class 62 contains 33710 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3690 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2387 members 
Mstep: Class 67 contains 3953 members 
Mstep: Class 68 contains 19114 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1885 members 
Mstep: Class 71 contains 1699 members 
Mstep: Class 72 contains 2559 members 
Mstep: Class 73 contains 1417 members 
Mstep: Class 74 contains 2845 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 8998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154530848.000000 Penalty: 262035.890625
Iteration 137Q: 76 clusters Score -1.545308e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 10699 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235481 members 
Mstep: Class 12 contains 10779 members 
Mstep: Class 13 contains 5664 members 
Mstep: Class 14 contains 75853 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 15608 members 
Mstep: Class 17 contains 136609 members 
Mstep: Class 18 contains 12897 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 21 contains 15191 members 
Mstep: Class 22 contains 6350 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16419 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 6190 members 
Mstep: Class 27 contains 17438 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94242 members 
Mstep: Class 30 contains 4628 members 
Mstep: Class 31 contains 41524 members 
Mstep: Class 32 contains 5042 members 
Mstep: Class 33 contains 15554 members 
Mstep: Class 34 contains 15526 members 
Mstep: Class 35 contains 96608 members 
Mstep: Class 36 contains 32341 members 
Mstep: Class 37 contains 7063 members 
Mstep: Class 38 contains 2938 members 
Mstep: Class 39 contains 505 members 
Mstep: Class 40 contains 2419 members 
Mstep: Class 41 contains 8679 members 
Mstep: Class 42 contains 876 members 
Mstep: Class 43 contains 1870 members 
Mstep: Class 44 contains 3855 members 
Mstep: Class 45 contains 5140 members 
Mstep: Class 46 contains 3999 members 
Mstep: Class 47 contains 12272 members 
Mstep: Class 48 contains 7862 members 
Mstep: Class 49 contains 11033 members 
Mstep: Class 50 contains 2984 members 
Mstep: Class 51 contains 1238 members 
Mstep: Class 52 contains 10477 members 
Mstep: Class 53 contains 966 members 
Mstep: Class 54 contains 2649 members 
Mstep: Class 55 contains 660 members 
Mstep: Class 56 contains 2377 members 
Mstep: Class 57 contains 16570 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4472 members 
Mstep: Class 60 contains 15303 members 
Mstep: Class 61 contains 30215 members 
Mstep: Class 62 contains 33626 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3690 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2391 members 
Mstep: Class 67 contains 3956 members 
Mstep: Class 68 contains 19115 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1884 members 
Mstep: Class 71 contains 1699 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1430 members 
Mstep: Class 74 contains 2847 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531392.000000 Penalty: 262035.890625
Iteration 138Q: 76 clusters Score -1.545314e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 10696 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235472 members 
Mstep: Class 12 contains 10759 members 
Mstep: Class 13 contains 5665 members 
Mstep: Class 14 contains 75859 members 
Mstep: Class 15 contains 7196 members 
Mstep: Class 16 contains 15600 members 
Mstep: Class 17 contains 136605 members 
Mstep: Class 18 contains 12908 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 21 contains 15178 members 
Mstep: Class 22 contains 6354 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16415 members 
Mstep: Class 25 contains 973 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 17438 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94244 members 
Mstep: Class 30 contains 4628 members 
Mstep: Class 31 contains 41537 members 
Mstep: Class 32 contains 5046 members 
Mstep: Class 33 contains 15597 members 
Mstep: Class 34 contains 15517 members 
Mstep: Class 35 contains 96630 members 
Mstep: Class 36 contains 32338 members 
Mstep: Class 37 contains 7063 members 
Mstep: Class 38 contains 2939 members 
Mstep: Class 39 contains 505 members 
Mstep: Class 40 contains 2419 members 
Mstep: Class 41 contains 8679 members 
Mstep: Class 42 contains 876 members 
Mstep: Class 43 contains 1870 members 
Mstep: Class 44 contains 3855 members 
Mstep: Class 45 contains 5138 members 
Mstep: Class 46 contains 3999 members 
Mstep: Class 47 contains 12279 members 
Mstep: Class 48 contains 7828 members 
Mstep: Class 49 contains 11037 members 
Mstep: Class 50 contains 2984 members 
Mstep: Class 51 contains 1240 members 
Mstep: Class 52 contains 10468 members 
Mstep: Class 53 contains 967 members 
Mstep: Class 54 contains 2649 members 
Mstep: Class 55 contains 661 members 
Mstep: Class 56 contains 2391 members 
Mstep: Class 57 contains 16570 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4471 members 
Mstep: Class 60 contains 15338 members 
Mstep: Class 61 contains 30132 members 
Mstep: Class 62 contains 33536 members 
Mstep: Class 63 contains 92124 members 
Mstep: Class 64 contains 3690 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2393 members 
Mstep: Class 67 contains 3963 members 
Mstep: Class 68 contains 19116 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1886 members 
Mstep: Class 71 contains 1699 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1440 members 
Mstep: Class 74 contains 2847 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531328.000000 Penalty: 262035.890625
Iteration 139Q: 76 clusters Score -1.545313e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 7252 members 
Mstep: Class 3 contains 11455 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 2173 members 
Mstep: Class 6 contains 10697 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2263 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235473 members 
Mstep: Class 12 contains 10741 members 
Mstep: Class 13 contains 5666 members 
Mstep: Class 14 contains 75866 members 
Mstep: Class 15 contains 7233 members 
Mstep: Class 16 contains 15593 members 
Mstep: Class 17 contains 136599 members 
Mstep: Class 18 contains 12919 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 21 contains 15164 members 
Mstep: Class 22 contains 6361 members 
Mstep: Class 23 contains 1839 members 
Mstep: Class 24 contains 16411 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 6197 members 
Mstep: Class 27 contains 17440 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94246 members 
Mstep: Class 30 contains 4628 members 
Mstep: Class 31 contains 41546 members 
Mstep: Class 32 contains 5047 members 
Mstep: Class 33 contains 15633 members 
Mstep: Class 34 contains 15505 members 
Mstep: Class 35 contains 96640 members 
Mstep: Class 36 contains 32333 members 
Mstep: Class 37 contains 7065 members 
Mstep: Class 38 contains 2943 members 
Mstep: Class 39 contains 505 members 
Mstep: Class 40 contains 2420 members 
Mstep: Class 41 contains 8679 members 
Mstep: Class 42 contains 877 members 
Mstep: Class 43 contains 1871 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5139 members 
Mstep: Class 46 contains 3999 members 
Mstep: Class 47 contains 12284 members 
Mstep: Class 48 contains 7804 members 
Mstep: Class 49 contains 11039 members 
Mstep: Class 50 contains 2984 members 
Mstep: Class 51 contains 1238 members 
Mstep: Class 52 contains 10459 members 
Mstep: Class 53 contains 963 members 
Mstep: Class 54 contains 2651 members 
Mstep: Class 55 contains 660 members 
Mstep: Class 56 contains 2393 members 
Mstep: Class 57 contains 16572 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4471 members 
Mstep: Class 60 contains 15372 members 
Mstep: Class 61 contains 30059 members 
Mstep: Class 62 contains 33462 members 
Mstep: Class 63 contains 92119 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2397 members 
Mstep: Class 67 contains 3967 members 
Mstep: Class 68 contains 19114 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1886 members 
Mstep: Class 71 contains 1699 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1449 members 
Mstep: Class 74 contains 2848 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531328.000000 Penalty: 262035.890625
Iteration 140F: 76 clusters Score -1.545313e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 3 contains 11453 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 2172 members 
Mstep: Class 6 contains 10698 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2262 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235474 members 
Mstep: Class 12 contains 10732 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 75870 members 
Mstep: Class 15 contains 7279 members 
Mstep: Class 16 contains 15588 members 
Mstep: Class 17 contains 136587 members 
Mstep: Class 18 contains 12938 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 21 contains 15151 members 
Mstep: Class 22 contains 6372 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16405 members 
Mstep: Class 25 contains 976 members 
Mstep: Class 26 contains 6186 members 
Mstep: Class 27 contains 17441 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94239 members 
Mstep: Class 30 contains 4627 members 
Mstep: Class 31 contains 41548 members 
Mstep: Class 32 contains 5041 members 
Mstep: Class 33 contains 15675 members 
Mstep: Class 34 contains 15505 members 
Mstep: Class 35 contains 96648 members 
Mstep: Class 36 contains 32329 members 
Mstep: Class 37 contains 7065 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2421 members 
Mstep: Class 41 contains 8679 members 
Mstep: Class 42 contains 877 members 
Mstep: Class 43 contains 1872 members 
Mstep: Class 44 contains 3853 members 
Mstep: Class 45 contains 5135 members 
Mstep: Class 46 contains 4000 members 
Mstep: Class 47 contains 12299 members 
Mstep: Class 48 contains 7770 members 
Mstep: Class 49 contains 11042 members 
Mstep: Class 50 contains 2984 members 
Mstep: Class 51 contains 1235 members 
Mstep: Class 52 contains 10451 members 
Mstep: Class 53 contains 959 members 
Mstep: Class 54 contains 2650 members 
Mstep: Class 55 contains 661 members 
Mstep: Class 56 contains 2401 members 
Mstep: Class 57 contains 16576 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4471 members 
Mstep: Class 60 contains 15403 members 
Mstep: Class 61 contains 29995 members 
Mstep: Class 62 contains 33386 members 
Mstep: Class 63 contains 92126 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 3978 members 
Mstep: Class 68 contains 19113 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1887 members 
Mstep: Class 71 contains 1698 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1455 members 
Mstep: Class 74 contains 2850 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531648.000000 Penalty: 262035.890625
Iteration 141Q: 76 clusters Score -1.545316e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 7236 members 
Mstep: Class 3 contains 11451 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 10699 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235475 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 5678 members 
Mstep: Class 14 contains 75854 members 
Mstep: Class 15 contains 7328 members 
Mstep: Class 16 contains 15585 members 
Mstep: Class 17 contains 136577 members 
Mstep: Class 18 contains 12952 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 15143 members 
Mstep: Class 22 contains 6376 members 
Mstep: Class 23 contains 1842 members 
Mstep: Class 24 contains 16406 members 
Mstep: Class 25 contains 977 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 17440 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94232 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41549 members 
Mstep: Class 32 contains 5039 members 
Mstep: Class 33 contains 15699 members 
Mstep: Class 34 contains 15503 members 
Mstep: Class 35 contains 96663 members 
Mstep: Class 36 contains 32329 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2945 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2424 members 
Mstep: Class 41 contains 8679 members 
Mstep: Class 42 contains 877 members 
Mstep: Class 43 contains 1873 members 
Mstep: Class 44 contains 3853 members 
Mstep: Class 45 contains 5131 members 
Mstep: Class 46 contains 4000 members 
Mstep: Class 47 contains 12315 members 
Mstep: Class 48 contains 7732 members 
Mstep: Class 49 contains 11050 members 
Mstep: Class 50 contains 2985 members 
Mstep: Class 51 contains 1236 members 
Mstep: Class 52 contains 10436 members 
Mstep: Class 53 contains 958 members 
Mstep: Class 54 contains 2649 members 
Mstep: Class 55 contains 661 members 
Mstep: Class 56 contains 2410 members 
Mstep: Class 57 contains 16574 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4471 members 
Mstep: Class 60 contains 15432 members 
Mstep: Class 61 contains 29948 members 
Mstep: Class 62 contains 33333 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2409 members 
Mstep: Class 67 contains 3982 members 
Mstep: Class 68 contains 19113 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1889 members 
Mstep: Class 71 contains 1698 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1466 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531488.000000 Penalty: 262035.890625
Iteration 142Q: 76 clusters Score -1.545315e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 7229 members 
Mstep: Class 3 contains 11447 members 
Mstep: Class 4 contains 416 members 
Mstep: Class 5 contains 2166 members 
Mstep: Class 6 contains 10700 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235477 members 
Mstep: Class 12 contains 10705 members 
Mstep: Class 13 contains 5689 members 
Mstep: Class 14 contains 75843 members 
Mstep: Class 15 contains 7365 members 
Mstep: Class 16 contains 15578 members 
Mstep: Class 17 contains 136563 members 
Mstep: Class 18 contains 12965 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 15128 members 
Mstep: Class 22 contains 6382 members 
Mstep: Class 23 contains 1842 members 
Mstep: Class 24 contains 16404 members 
Mstep: Class 25 contains 977 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 17440 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94229 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41550 members 
Mstep: Class 32 contains 5033 members 
Mstep: Class 33 contains 15736 members 
Mstep: Class 34 contains 15500 members 
Mstep: Class 35 contains 96683 members 
Mstep: Class 36 contains 32327 members 
Mstep: Class 37 contains 7065 members 
Mstep: Class 38 contains 2947 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2426 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1874 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5130 members 
Mstep: Class 46 contains 4000 members 
Mstep: Class 47 contains 12325 members 
Mstep: Class 48 contains 7709 members 
Mstep: Class 49 contains 11059 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1238 members 
Mstep: Class 52 contains 10425 members 
Mstep: Class 53 contains 960 members 
Mstep: Class 54 contains 2649 members 
Mstep: Class 55 contains 661 members 
Mstep: Class 56 contains 2408 members 
Mstep: Class 57 contains 16576 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4472 members 
Mstep: Class 60 contains 15458 members 
Mstep: Class 61 contains 29895 members 
Mstep: Class 62 contains 33273 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 3990 members 
Mstep: Class 68 contains 19113 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1890 members 
Mstep: Class 71 contains 1698 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1470 members 
Mstep: Class 74 contains 2852 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531552.000000 Penalty: 262035.890625
Iteration 143Q: 76 clusters Score -1.545316e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 7222 members 
Mstep: Class 3 contains 11447 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 10700 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2251 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235484 members 
Mstep: Class 12 contains 10696 members 
Mstep: Class 13 contains 5696 members 
Mstep: Class 14 contains 75830 members 
Mstep: Class 15 contains 7395 members 
Mstep: Class 16 contains 15571 members 
Mstep: Class 17 contains 136553 members 
Mstep: Class 18 contains 12975 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 15112 members 
Mstep: Class 22 contains 6377 members 
Mstep: Class 23 contains 1841 members 
Mstep: Class 24 contains 16403 members 
Mstep: Class 25 contains 978 members 
Mstep: Class 26 contains 6197 members 
Mstep: Class 27 contains 17436 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94230 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41556 members 
Mstep: Class 32 contains 5033 members 
Mstep: Class 33 contains 15764 members 
Mstep: Class 34 contains 15497 members 
Mstep: Class 35 contains 96696 members 
Mstep: Class 36 contains 32327 members 
Mstep: Class 37 contains 7065 members 
Mstep: Class 38 contains 2949 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2427 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1876 members 
Mstep: Class 44 contains 3853 members 
Mstep: Class 45 contains 5129 members 
Mstep: Class 46 contains 4000 members 
Mstep: Class 47 contains 12343 members 
Mstep: Class 48 contains 7696 members 
Mstep: Class 49 contains 11066 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1238 members 
Mstep: Class 52 contains 10414 members 
Mstep: Class 53 contains 963 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 664 members 
Mstep: Class 56 contains 2407 members 
Mstep: Class 57 contains 16577 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4474 members 
Mstep: Class 60 contains 15481 members 
Mstep: Class 61 contains 29848 members 
Mstep: Class 62 contains 33222 members 
Mstep: Class 63 contains 92126 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 3996 members 
Mstep: Class 68 contains 19114 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1892 members 
Mstep: Class 71 contains 1698 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1474 members 
Mstep: Class 74 contains 2852 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531504.000000 Penalty: 262035.890625
Iteration 144Q: 76 clusters Score -1.545315e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 7217 members 
Mstep: Class 3 contains 11444 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 10702 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2250 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235489 members 
Mstep: Class 12 contains 10686 members 
Mstep: Class 13 contains 5709 members 
Mstep: Class 14 contains 75816 members 
Mstep: Class 15 contains 7427 members 
Mstep: Class 16 contains 15566 members 
Mstep: Class 17 contains 136541 members 
Mstep: Class 18 contains 12996 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 6376 members 
Mstep: Class 23 contains 1841 members 
Mstep: Class 24 contains 16399 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 6204 members 
Mstep: Class 27 contains 17435 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94238 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 41565 members 
Mstep: Class 32 contains 5034 members 
Mstep: Class 33 contains 15790 members 
Mstep: Class 34 contains 15493 members 
Mstep: Class 35 contains 96698 members 
Mstep: Class 36 contains 32326 members 
Mstep: Class 37 contains 7067 members 
Mstep: Class 38 contains 2950 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2429 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3853 members 
Mstep: Class 45 contains 5127 members 
Mstep: Class 46 contains 4000 members 
Mstep: Class 47 contains 12368 members 
Mstep: Class 48 contains 7674 members 
Mstep: Class 49 contains 11070 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1238 members 
Mstep: Class 52 contains 10408 members 
Mstep: Class 53 contains 959 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 667 members 
Mstep: Class 56 contains 2409 members 
Mstep: Class 57 contains 16579 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4475 members 
Mstep: Class 60 contains 15507 members 
Mstep: Class 61 contains 29815 members 
Mstep: Class 62 contains 33160 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 3997 members 
Mstep: Class 68 contains 19116 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1894 members 
Mstep: Class 71 contains 1700 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1478 members 
Mstep: Class 74 contains 2852 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531872.000000 Penalty: 262035.890625
Iteration 145Q: 76 clusters Score -1.545319e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 7216 members 
Mstep: Class 3 contains 11444 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2160 members 
Mstep: Class 6 contains 10702 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2248 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235500 members 
Mstep: Class 12 contains 10673 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 75813 members 
Mstep: Class 15 contains 7455 members 
Mstep: Class 16 contains 15565 members 
Mstep: Class 17 contains 136535 members 
Mstep: Class 18 contains 13008 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 15078 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 1841 members 
Mstep: Class 24 contains 16399 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 6211 members 
Mstep: Class 27 contains 17433 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94232 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 41577 members 
Mstep: Class 32 contains 5038 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 15489 members 
Mstep: Class 35 contains 96695 members 
Mstep: Class 36 contains 32322 members 
Mstep: Class 37 contains 7067 members 
Mstep: Class 38 contains 2950 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2429 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3853 members 
Mstep: Class 45 contains 5125 members 
Mstep: Class 46 contains 4000 members 
Mstep: Class 47 contains 12379 members 
Mstep: Class 48 contains 7659 members 
Mstep: Class 49 contains 11074 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1236 members 
Mstep: Class 52 contains 10390 members 
Mstep: Class 53 contains 958 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 669 members 
Mstep: Class 56 contains 2412 members 
Mstep: Class 57 contains 16579 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4475 members 
Mstep: Class 60 contains 15530 members 
Mstep: Class 61 contains 29788 members 
Mstep: Class 62 contains 33107 members 
Mstep: Class 63 contains 92130 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 4001 members 
Mstep: Class 68 contains 19117 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1896 members 
Mstep: Class 71 contains 1701 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1479 members 
Mstep: Class 74 contains 2852 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531856.000000 Penalty: 262035.890625
Iteration 146Q: 76 clusters Score -1.545319e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 7206 members 
Mstep: Class 3 contains 11445 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2158 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2246 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235510 members 
Mstep: Class 12 contains 10667 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 75821 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 15562 members 
Mstep: Class 17 contains 136530 members 
Mstep: Class 18 contains 13021 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 15058 members 
Mstep: Class 22 contains 6378 members 
Mstep: Class 23 contains 1841 members 
Mstep: Class 24 contains 16400 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 6212 members 
Mstep: Class 27 contains 17433 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94230 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 41584 members 
Mstep: Class 32 contains 5043 members 
Mstep: Class 33 contains 15829 members 
Mstep: Class 34 contains 15489 members 
Mstep: Class 35 contains 96684 members 
Mstep: Class 36 contains 32323 members 
Mstep: Class 37 contains 7068 members 
Mstep: Class 38 contains 2951 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2429 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 877 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5124 members 
Mstep: Class 46 contains 4000 members 
Mstep: Class 47 contains 12391 members 
Mstep: Class 48 contains 7639 members 
Mstep: Class 49 contains 11077 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 10381 members 
Mstep: Class 53 contains 960 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2412 members 
Mstep: Class 57 contains 16578 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4475 members 
Mstep: Class 60 contains 15561 members 
Mstep: Class 61 contains 29760 members 
Mstep: Class 62 contains 33051 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4001 members 
Mstep: Class 68 contains 19119 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1897 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1481 members 
Mstep: Class 74 contains 2852 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531808.000000 Penalty: 262035.890625
Iteration 147Q: 76 clusters Score -1.545318e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 7201 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235517 members 
Mstep: Class 12 contains 10660 members 
Mstep: Class 13 contains 5726 members 
Mstep: Class 14 contains 75827 members 
Mstep: Class 15 contains 7502 members 
Mstep: Class 16 contains 15564 members 
Mstep: Class 17 contains 136525 members 
Mstep: Class 18 contains 13033 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 15047 members 
Mstep: Class 22 contains 6381 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16397 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 6217 members 
Mstep: Class 27 contains 17435 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94230 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 41590 members 
Mstep: Class 32 contains 5050 members 
Mstep: Class 33 contains 15850 members 
Mstep: Class 34 contains 15484 members 
Mstep: Class 35 contains 96681 members 
Mstep: Class 36 contains 32325 members 
Mstep: Class 37 contains 7067 members 
Mstep: Class 38 contains 2951 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 877 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5124 members 
Mstep: Class 46 contains 4000 members 
Mstep: Class 47 contains 12394 members 
Mstep: Class 48 contains 7615 members 
Mstep: Class 49 contains 11078 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10370 members 
Mstep: Class 53 contains 961 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 675 members 
Mstep: Class 56 contains 2414 members 
Mstep: Class 57 contains 16575 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4475 members 
Mstep: Class 60 contains 15597 members 
Mstep: Class 61 contains 29717 members 
Mstep: Class 62 contains 33011 members 
Mstep: Class 63 contains 92132 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2411 members 
Mstep: Class 67 contains 4006 members 
Mstep: Class 68 contains 19122 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1898 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2852 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531888.000000 Penalty: 262035.890625
Iteration 148Q: 76 clusters Score -1.545319e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 7199 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235524 members 
Mstep: Class 12 contains 10656 members 
Mstep: Class 13 contains 5735 members 
Mstep: Class 14 contains 75818 members 
Mstep: Class 15 contains 7531 members 
Mstep: Class 16 contains 15562 members 
Mstep: Class 17 contains 136520 members 
Mstep: Class 18 contains 13054 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 15037 members 
Mstep: Class 22 contains 6382 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16395 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6227 members 
Mstep: Class 27 contains 17435 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94232 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 41598 members 
Mstep: Class 32 contains 5051 members 
Mstep: Class 33 contains 15873 members 
Mstep: Class 34 contains 15481 members 
Mstep: Class 35 contains 96680 members 
Mstep: Class 36 contains 32323 members 
Mstep: Class 37 contains 7067 members 
Mstep: Class 38 contains 2950 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 877 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5122 members 
Mstep: Class 46 contains 4000 members 
Mstep: Class 47 contains 12398 members 
Mstep: Class 48 contains 7601 members 
Mstep: Class 49 contains 11079 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1240 members 
Mstep: Class 52 contains 10365 members 
Mstep: Class 53 contains 963 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2409 members 
Mstep: Class 57 contains 16571 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4475 members 
Mstep: Class 60 contains 15620 members 
Mstep: Class 61 contains 29672 members 
Mstep: Class 62 contains 32970 members 
Mstep: Class 63 contains 92132 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2413 members 
Mstep: Class 67 contains 4010 members 
Mstep: Class 68 contains 19126 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531936.000000 Penalty: 262035.890625
Iteration 149Q: 76 clusters Score -1.545319e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 7193 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235518 members 
Mstep: Class 12 contains 10653 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 75817 members 
Mstep: Class 15 contains 7545 members 
Mstep: Class 16 contains 15562 members 
Mstep: Class 17 contains 136516 members 
Mstep: Class 18 contains 13072 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 15027 members 
Mstep: Class 22 contains 6380 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16394 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6234 members 
Mstep: Class 27 contains 17435 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 41593 members 
Mstep: Class 32 contains 5051 members 
Mstep: Class 33 contains 15904 members 
Mstep: Class 34 contains 15480 members 
Mstep: Class 35 contains 96683 members 
Mstep: Class 36 contains 32322 members 
Mstep: Class 37 contains 7067 members 
Mstep: Class 38 contains 2949 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5122 members 
Mstep: Class 46 contains 4000 members 
Mstep: Class 47 contains 12400 members 
Mstep: Class 48 contains 7595 members 
Mstep: Class 49 contains 11080 members 
Mstep: Class 50 contains 2985 members 
Mstep: Class 51 contains 1243 members 
Mstep: Class 52 contains 10363 members 
Mstep: Class 53 contains 964 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2405 members 
Mstep: Class 57 contains 16569 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4475 members 
Mstep: Class 60 contains 15641 members 
Mstep: Class 61 contains 29632 members 
Mstep: Class 62 contains 32945 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2415 members 
Mstep: Class 67 contains 4008 members 
Mstep: Class 68 contains 19128 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1705 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531808.000000 Penalty: 262035.890625
Iteration 150Q: 76 clusters Score -1.545318e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 7190 members 
Mstep: Class 3 contains 11445 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235511 members 
Mstep: Class 12 contains 10653 members 
Mstep: Class 13 contains 5749 members 
Mstep: Class 14 contains 75818 members 
Mstep: Class 15 contains 7569 members 
Mstep: Class 16 contains 15562 members 
Mstep: Class 17 contains 136510 members 
Mstep: Class 18 contains 13085 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 15012 members 
Mstep: Class 22 contains 6380 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16394 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 6235 members 
Mstep: Class 27 contains 17436 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 41595 members 
Mstep: Class 32 contains 5053 members 
Mstep: Class 33 contains 15925 members 
Mstep: Class 34 contains 15482 members 
Mstep: Class 35 contains 96676 members 
Mstep: Class 36 contains 32317 members 
Mstep: Class 37 contains 7067 members 
Mstep: Class 38 contains 2951 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5122 members 
Mstep: Class 46 contains 4001 members 
Mstep: Class 47 contains 12402 members 
Mstep: Class 48 contains 7587 members 
Mstep: Class 49 contains 11083 members 
Mstep: Class 50 contains 2985 members 
Mstep: Class 51 contains 1243 members 
Mstep: Class 52 contains 10357 members 
Mstep: Class 53 contains 966 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2404 members 
Mstep: Class 57 contains 16565 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4475 members 
Mstep: Class 60 contains 15657 members 
Mstep: Class 61 contains 29605 members 
Mstep: Class 62 contains 32928 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2417 members 
Mstep: Class 67 contains 4007 members 
Mstep: Class 68 contains 19131 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1705 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531856.000000 Penalty: 262035.890625
Iteration 151Q: 76 clusters Score -1.545319e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 7182 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235508 members 
Mstep: Class 12 contains 10653 members 
Mstep: Class 13 contains 5756 members 
Mstep: Class 14 contains 75814 members 
Mstep: Class 15 contains 7579 members 
Mstep: Class 16 contains 15562 members 
Mstep: Class 17 contains 136506 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 14996 members 
Mstep: Class 22 contains 6377 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16391 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6239 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94246 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41599 members 
Mstep: Class 32 contains 5053 members 
Mstep: Class 33 contains 15956 members 
Mstep: Class 34 contains 15485 members 
Mstep: Class 35 contains 96672 members 
Mstep: Class 36 contains 32316 members 
Mstep: Class 37 contains 7068 members 
Mstep: Class 38 contains 2954 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5122 members 
Mstep: Class 46 contains 4002 members 
Mstep: Class 47 contains 12412 members 
Mstep: Class 48 contains 7577 members 
Mstep: Class 49 contains 11085 members 
Mstep: Class 50 contains 2985 members 
Mstep: Class 51 contains 1242 members 
Mstep: Class 52 contains 10355 members 
Mstep: Class 53 contains 968 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2403 members 
Mstep: Class 57 contains 16565 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4475 members 
Mstep: Class 60 contains 15670 members 
Mstep: Class 61 contains 29578 members 
Mstep: Class 62 contains 32900 members 
Mstep: Class 63 contains 92130 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2421 members 
Mstep: Class 67 contains 4007 members 
Mstep: Class 68 contains 19132 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1705 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532016.000000 Penalty: 262035.890625
Iteration 152Q: 76 clusters Score -1.54532e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 7179 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235502 members 
Mstep: Class 12 contains 10649 members 
Mstep: Class 13 contains 5762 members 
Mstep: Class 14 contains 75804 members 
Mstep: Class 15 contains 7592 members 
Mstep: Class 16 contains 15562 members 
Mstep: Class 17 contains 136502 members 
Mstep: Class 18 contains 13099 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 14981 members 
Mstep: Class 22 contains 6377 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16392 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94249 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41600 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 15991 members 
Mstep: Class 34 contains 15484 members 
Mstep: Class 35 contains 96672 members 
Mstep: Class 36 contains 32314 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2955 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4003 members 
Mstep: Class 47 contains 12424 members 
Mstep: Class 48 contains 7568 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2985 members 
Mstep: Class 51 contains 1242 members 
Mstep: Class 52 contains 10352 members 
Mstep: Class 53 contains 969 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2401 members 
Mstep: Class 57 contains 16566 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15690 members 
Mstep: Class 61 contains 29551 members 
Mstep: Class 62 contains 32872 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2423 members 
Mstep: Class 67 contains 4006 members 
Mstep: Class 68 contains 19131 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1705 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532048.000000 Penalty: 262035.890625
Iteration 153Q: 76 clusters Score -1.54532e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 7173 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235503 members 
Mstep: Class 12 contains 10648 members 
Mstep: Class 13 contains 5767 members 
Mstep: Class 14 contains 75793 members 
Mstep: Class 15 contains 7607 members 
Mstep: Class 16 contains 15563 members 
Mstep: Class 17 contains 136500 members 
Mstep: Class 18 contains 13105 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 14969 members 
Mstep: Class 22 contains 6378 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16392 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6249 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94248 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41606 members 
Mstep: Class 32 contains 5053 members 
Mstep: Class 33 contains 16015 members 
Mstep: Class 34 contains 15483 members 
Mstep: Class 35 contains 96666 members 
Mstep: Class 36 contains 32313 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2960 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4005 members 
Mstep: Class 47 contains 12437 members 
Mstep: Class 48 contains 7557 members 
Mstep: Class 49 contains 11087 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1241 members 
Mstep: Class 52 contains 10345 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2399 members 
Mstep: Class 57 contains 16566 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15705 members 
Mstep: Class 61 contains 29523 members 
Mstep: Class 62 contains 32857 members 
Mstep: Class 63 contains 92132 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2424 members 
Mstep: Class 67 contains 4005 members 
Mstep: Class 68 contains 19130 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1706 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532000.000000 Penalty: 262035.890625
Iteration 154Q: 76 clusters Score -1.54532e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 11445 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235499 members 
Mstep: Class 12 contains 10645 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 75785 members 
Mstep: Class 15 contains 7632 members 
Mstep: Class 16 contains 15562 members 
Mstep: Class 17 contains 136498 members 
Mstep: Class 18 contains 13107 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 6380 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16391 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6255 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94248 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41607 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 16041 members 
Mstep: Class 34 contains 15488 members 
Mstep: Class 35 contains 96658 members 
Mstep: Class 36 contains 32308 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5122 members 
Mstep: Class 46 contains 4006 members 
Mstep: Class 47 contains 12442 members 
Mstep: Class 48 contains 7541 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1242 members 
Mstep: Class 52 contains 10341 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2396 members 
Mstep: Class 57 contains 16566 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15722 members 
Mstep: Class 61 contains 29506 members 
Mstep: Class 62 contains 32833 members 
Mstep: Class 63 contains 92134 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2424 members 
Mstep: Class 67 contains 4007 members 
Mstep: Class 68 contains 19130 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1706 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532336.000000 Penalty: 262035.890625
Iteration 155Q: 76 clusters Score -1.545323e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 7172 members 
Mstep: Class 3 contains 11444 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235493 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 5779 members 
Mstep: Class 14 contains 75783 members 
Mstep: Class 15 contains 7666 members 
Mstep: Class 16 contains 15561 members 
Mstep: Class 17 contains 136496 members 
Mstep: Class 18 contains 13109 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 21 contains 14939 members 
Mstep: Class 22 contains 6380 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16390 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6257 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94251 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41611 members 
Mstep: Class 32 contains 5056 members 
Mstep: Class 33 contains 16068 members 
Mstep: Class 34 contains 15487 members 
Mstep: Class 35 contains 96654 members 
Mstep: Class 36 contains 32308 members 
Mstep: Class 37 contains 7065 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5122 members 
Mstep: Class 46 contains 4006 members 
Mstep: Class 47 contains 12446 members 
Mstep: Class 48 contains 7519 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1240 members 
Mstep: Class 52 contains 10333 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2395 members 
Mstep: Class 57 contains 16566 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15737 members 
Mstep: Class 61 contains 29485 members 
Mstep: Class 62 contains 32808 members 
Mstep: Class 63 contains 92132 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2425 members 
Mstep: Class 67 contains 4009 members 
Mstep: Class 68 contains 19130 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1706 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532320.000000 Penalty: 262035.890625
Iteration 156Q: 76 clusters Score -1.545323e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 11444 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235495 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 75780 members 
Mstep: Class 15 contains 7698 members 
Mstep: Class 16 contains 15561 members 
Mstep: Class 17 contains 136491 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 21 contains 14922 members 
Mstep: Class 22 contains 6380 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16392 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94247 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41618 members 
Mstep: Class 32 contains 5059 members 
Mstep: Class 33 contains 16090 members 
Mstep: Class 34 contains 15490 members 
Mstep: Class 35 contains 96648 members 
Mstep: Class 36 contains 32307 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4006 members 
Mstep: Class 47 contains 12448 members 
Mstep: Class 48 contains 7500 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10327 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2396 members 
Mstep: Class 57 contains 16566 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15745 members 
Mstep: Class 61 contains 29465 members 
Mstep: Class 62 contains 32787 members 
Mstep: Class 63 contains 92134 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2426 members 
Mstep: Class 67 contains 4009 members 
Mstep: Class 68 contains 19129 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1707 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532400.000000 Penalty: 262035.890625
Iteration 157Q: 76 clusters Score -1.545324e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 7169 members 
Mstep: Class 3 contains 11445 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235497 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 75777 members 
Mstep: Class 15 contains 7728 members 
Mstep: Class 16 contains 15561 members 
Mstep: Class 17 contains 136487 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 21 contains 14900 members 
Mstep: Class 22 contains 6379 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16391 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94246 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41621 members 
Mstep: Class 32 contains 5062 members 
Mstep: Class 33 contains 16118 members 
Mstep: Class 34 contains 15494 members 
Mstep: Class 35 contains 96639 members 
Mstep: Class 36 contains 32308 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4007 members 
Mstep: Class 47 contains 12454 members 
Mstep: Class 48 contains 7475 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10322 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2396 members 
Mstep: Class 57 contains 16567 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15753 members 
Mstep: Class 61 contains 29440 members 
Mstep: Class 62 contains 32762 members 
Mstep: Class 63 contains 92135 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2428 members 
Mstep: Class 67 contains 4009 members 
Mstep: Class 68 contains 19129 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1707 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532416.000000 Penalty: 262035.890625
Iteration 158Q: 76 clusters Score -1.545324e+08 nChanged 212
Entering ConstructFrom: 
Score: -154532416.000000 Penalty: 262035.890625
Entering ConstructFrom: 
Trying to split cluster 1 (59616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Entering Unmasked Estep 
Score: -7387599.500000 Penalty: 2726.928467
	Iteration 0F: 2 clusters Score -7387600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -7347467.500000 Penalty: 5453.856934
	Iteration 0F: 3 clusters Score -7347468 nChanged 27749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -7363171.500000 Penalty: 5453.856934
	Iteration 1F: 3 clusters Score -7363172 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -7363718.500000 Penalty: 5453.856934
	Iteration 2Q: 3 clusters Score -7363718 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -7364437.500000 Penalty: 5453.856934
	Iteration 3Q: 3 clusters Score -7364438 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -7365452.500000 Penalty: 5453.856934
	Iteration 4Q: 3 clusters Score -7365452 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -7366808.000000 Penalty: 5453.856934
	Iteration 5Q: 3 clusters Score -7366808 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -7368661.000000 Penalty: 5453.856934
	Iteration 6F: 3 clusters Score -7368661 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -7370904.500000 Penalty: 5453.856934
	Iteration 7F: 3 clusters Score -7370904 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -7373539.500000 Penalty: 5453.856934
	Iteration 8F: 3 clusters Score -7373540 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -7375867.500000 Penalty: 5453.856934
	Iteration 9F: 3 clusters Score -7375868 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -7377590.500000 Penalty: 5453.856934
	Iteration 10F: 3 clusters Score -7377590 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -7378603.000000 Penalty: 5453.856934
	Iteration 11Q: 3 clusters Score -7378603 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -7379300.000000 Penalty: 5453.856934
	Iteration 12Q: 3 clusters Score -7379300 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -7379727.000000 Penalty: 5453.856934
	Iteration 13Q: 3 clusters Score -7379727 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -7380002.000000 Penalty: 5453.856934
	Iteration 14Q: 3 clusters Score -7380002 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -7380281.000000 Penalty: 5453.856934
	Iteration 15Q: 3 clusters Score -7380281 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -7380526.000000 Penalty: 5453.856934
	Iteration 16Q: 3 clusters Score -7380526 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -7380758.000000 Penalty: 5453.856934
	Iteration 17Q: 3 clusters Score -7380758 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -7380986.500000 Penalty: 5453.856934
	Iteration 18Q: 3 clusters Score -7380986 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -7381226.000000 Penalty: 5453.856934
	Iteration 19Q: 3 clusters Score -7381226 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -7381516.000000 Penalty: 5453.856934
	Iteration 20F: 3 clusters Score -7381516 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -7381766.000000 Penalty: 5453.856934
	Iteration 21Q: 3 clusters Score -7381766 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -7382016.000000 Penalty: 5453.856934
	Iteration 22Q: 3 clusters Score -7382016 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -7382254.000000 Penalty: 5453.856934
	Iteration 23Q: 3 clusters Score -7382254 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -7382463.500000 Penalty: 5453.856934
	Iteration 24Q: 3 clusters Score -7382464 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -7382588.000000 Penalty: 5453.856934
	Iteration 25Q: 3 clusters Score -7382588 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -7382856.500000 Penalty: 5453.856934
	Iteration 26Q: 3 clusters Score -7382856 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -7383026.000000 Penalty: 5453.856934
	Iteration 27Q: 3 clusters Score -7383026 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -7383163.000000 Penalty: 5453.856934
	Iteration 28Q: 3 clusters Score -7383163 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -7383339.000000 Penalty: 5453.856934
	Iteration 29Q: 3 clusters Score -7383339 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -7383464.500000 Penalty: 5453.856934
	Iteration 30Q: 3 clusters Score -7383464 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -7383642.500000 Penalty: 5453.856934
	Iteration 31Q: 3 clusters Score -7383642 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -7383771.000000 Penalty: 5453.856934
	Iteration 32Q: 3 clusters Score -7383771 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -7383882.000000 Penalty: 5453.856934
	Iteration 33Q: 3 clusters Score -7383882 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -7384004.500000 Penalty: 5453.856934
	Iteration 34Q: 3 clusters Score -7384004 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -7384114.000000 Penalty: 5453.856934
	Iteration 35Q: 3 clusters Score -7384114 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -7384218.500000 Penalty: 5453.856934
	Iteration 36Q: 3 clusters Score -7384218 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -7384319.000000 Penalty: 5453.856934
	Iteration 37Q: 3 clusters Score -7384319 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -7384423.000000 Penalty: 5453.856934
	Iteration 38Q: 3 clusters Score -7384423 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -7384480.000000 Penalty: 5453.856934
	Iteration 39Q: 3 clusters Score -7384480 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -7384587.500000 Penalty: 5453.856934
	Iteration 40F: 3 clusters Score -7384588 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -7384650.500000 Penalty: 5453.856934
	Iteration 41Q: 3 clusters Score -7384650 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -7384747.000000 Penalty: 5453.856934
	Iteration 42Q: 3 clusters Score -7384747 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -7384774.500000 Penalty: 5453.856934
	Iteration 43Q: 3 clusters Score -7384774 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -7384858.500000 Penalty: 5453.856934
	Iteration 44Q: 3 clusters Score -7384858 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -7384961.500000 Penalty: 5453.856934
	Iteration 45Q: 3 clusters Score -7384962 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -7385059.000000 Penalty: 5453.856934
	Iteration 46Q: 3 clusters Score -7385059 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -7385147.500000 Penalty: 5453.856934
	Iteration 47Q: 3 clusters Score -7385148 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -7385213.000000 Penalty: 5453.856934
	Iteration 48Q: 3 clusters Score -7385213 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -7385269.500000 Penalty: 5453.856934
	Iteration 49Q: 3 clusters Score -7385270 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -7385359.000000 Penalty: 5453.856934
	Iteration 50Q: 3 clusters Score -7385359 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -7385398.000000 Penalty: 5453.856934
	Iteration 51Q: 3 clusters Score -7385398 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -7385496.500000 Penalty: 5453.856934
	Iteration 52Q: 3 clusters Score -7385496 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -7385596.500000 Penalty: 5453.856934
	Iteration 53Q: 3 clusters Score -7385596 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -7385676.000000 Penalty: 5453.856934
	Iteration 54Q: 3 clusters Score -7385676 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -7385747.500000 Penalty: 5453.856934
	Iteration 55Q: 3 clusters Score -7385748 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -7385823.500000 Penalty: 5453.856934
	Iteration 56Q: 3 clusters Score -7385824 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -7385893.000000 Penalty: 5453.856934
	Iteration 57Q: 3 clusters Score -7385893 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -7385992.500000 Penalty: 5453.856934
	Iteration 58Q: 3 clusters Score -7385992 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -7386051.500000 Penalty: 5453.856934
	Iteration 59Q: 3 clusters Score -7386052 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -7386098.000000 Penalty: 5453.856934
	Iteration 60F: 3 clusters Score -7386098 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -7386143.000000 Penalty: 5453.856934
	Iteration 61Q: 3 clusters Score -7386143 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -7386182.000000 Penalty: 5453.856934
	Iteration 62Q: 3 clusters Score -7386182 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -7386220.500000 Penalty: 5453.856934
	Iteration 63Q: 3 clusters Score -7386220 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -7386242.500000 Penalty: 5453.856934
	Iteration 64Q: 3 clusters Score -7386242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -7386268.500000 Penalty: 5453.856934
	Iteration 65Q: 3 clusters Score -7386268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -7386278.500000 Penalty: 5453.856934
	Iteration 66Q: 3 clusters Score -7386278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -7386297.000000 Penalty: 5453.856934
	Iteration 67Q: 3 clusters Score -7386297 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -7386309.500000 Penalty: 5453.856934
	Iteration 68Q: 3 clusters Score -7386310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -7386362.000000 Penalty: 5453.856934
	Iteration 69Q: 3 clusters Score -7386362 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -7386363.500000 Penalty: 5453.856934
	Iteration 70Q: 3 clusters Score -7386364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -7386390.500000 Penalty: 5453.856934
	Iteration 71Q: 3 clusters Score -7386390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -7386402.000000 Penalty: 5453.856934
	Iteration 72Q: 3 clusters Score -7386402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -7386419.500000 Penalty: 5453.856934
	Iteration 73Q: 3 clusters Score -7386420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -7386428.000000 Penalty: 5453.856934
	Iteration 74Q: 3 clusters Score -7386428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -7386434.500000 Penalty: 5453.856934
	Iteration 75Q: 3 clusters Score -7386434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -7386441.500000 Penalty: 5453.856934
	Iteration 76Q: 3 clusters Score -7386442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -7386443.000000 Penalty: 5453.856934
	Iteration 77Q: 3 clusters Score -7386443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -7386440.500000 Penalty: 5453.856934
	Iteration 78Q: 3 clusters Score -7386440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -7386445.000000 Penalty: 5453.856934
	Iteration 79Q: 3 clusters Score -7386445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -7386440.500000 Penalty: 5453.856934
	Iteration 80F: 3 clusters Score -7386440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -7386452.000000 Penalty: 5453.856934
	Iteration 81Q: 3 clusters Score -7386452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -7386451.500000 Penalty: 5453.856934
	Iteration 82Q: 3 clusters Score -7386452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7386441.000000 Penalty: 5453.856934
	Iteration 83Q: 3 clusters Score -7386441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -7386442.500000 Penalty: 5453.856934
	Iteration 84Q: 3 clusters Score -7386442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -7386456.500000 Penalty: 5453.856934
	Iteration 85Q: 3 clusters Score -7386456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -7386454.500000 Penalty: 5453.856934
	Iteration 86Q: 3 clusters Score -7386454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -7386454.500000 Penalty: 5453.856934
	Iteration 87Q: 3 clusters Score -7386454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -7386457.500000 Penalty: 5453.856934
	Iteration 88Q: 3 clusters Score -7386458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -7386460.500000 Penalty: 5453.856934
	Iteration 89Q: 3 clusters Score -7386460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -7386460.000000 Penalty: 5453.856934
	Iteration 90Q: 3 clusters Score -7386460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -7386456.500000 Penalty: 5453.856934
	Iteration 91Q: 3 clusters Score -7386456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -7386468.500000 Penalty: 5453.856934
	Iteration 92Q: 3 clusters Score -7386468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -7386473.000000 Penalty: 5453.856934
	Iteration 93Q: 3 clusters Score -7386473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -7386466.000000 Penalty: 5453.856934
	Iteration 94Q: 3 clusters Score -7386466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -7386458.500000 Penalty: 5453.856934
	Iteration 95Q: 3 clusters Score -7386458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -7386471.500000 Penalty: 5453.856934
	Iteration 96Q: 3 clusters Score -7386472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -7386484.500000 Penalty: 5453.856934
	Iteration 97Q: 3 clusters Score -7386484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -7386481.500000 Penalty: 5453.856934
	Iteration 98Q: 3 clusters Score -7386482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -7386492.000000 Penalty: 5453.856934
	Iteration 99Q: 3 clusters Score -7386492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -7386490.000000 Penalty: 5453.856934
	Iteration 100F: 3 clusters Score -7386490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -7386492.000000 Penalty: 5453.856934
	Iteration 101Q: 3 clusters Score -7386492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -7386498.000000 Penalty: 5453.856934
	Iteration 102Q: 3 clusters Score -7386498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -7386499.000000 Penalty: 5453.856934
	Iteration 103Q: 3 clusters Score -7386499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -7386508.500000 Penalty: 5453.856934
	Iteration 104Q: 3 clusters Score -7386508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -7386519.000000 Penalty: 5453.856934
	Iteration 105Q: 3 clusters Score -7386519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -7386516.500000 Penalty: 5453.856934
	Iteration 106Q: 3 clusters Score -7386516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -7386527.500000 Penalty: 5453.856934
	Iteration 107Q: 3 clusters Score -7386528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -7386529.500000 Penalty: 5453.856934
	Iteration 108Q: 3 clusters Score -7386530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -7386543.000000 Penalty: 5453.856934
	Iteration 109Q: 3 clusters Score -7386543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -7386536.500000 Penalty: 5453.856934
	Iteration 110Q: 3 clusters Score -7386536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -7386533.000000 Penalty: 5453.856934
	Iteration 111Q: 3 clusters Score -7386533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -7386529.000000 Penalty: 5453.856934
	Iteration 112Q: 3 clusters Score -7386529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -7386528.500000 Penalty: 5453.856934
	Iteration 113Q: 3 clusters Score -7386528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -7386533.000000 Penalty: 5453.856934
	Iteration 114Q: 3 clusters Score -7386533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -7386537.000000 Penalty: 5453.856934
	Iteration 115Q: 3 clusters Score -7386537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -7386531.500000 Penalty: 5453.856934
	Iteration 116Q: 3 clusters Score -7386532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -7386532.500000 Penalty: 5453.856934
	Iteration 117Q: 3 clusters Score -7386532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -7386532.500000 Penalty: 5453.856934
	Iteration 118F: 3 clusters Score -7386532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7167 members 
Entering Unmasked Estep 
Score: -1143740.500000 Penalty: 2201.556152
	Iteration 0F: 2 clusters Score -1143740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1137874.000000 Penalty: 4403.112305
	Iteration 0F: 3 clusters Score -1137874 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1139653.625000 Penalty: 4403.112305
	Iteration 1F: 3 clusters Score -1139654 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1140291.500000 Penalty: 4403.112305
	Iteration 2F: 3 clusters Score -1140292 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1140982.125000 Penalty: 4403.112305
	Iteration 3F: 3 clusters Score -1140982 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1141634.250000 Penalty: 4403.112305
	Iteration 4F: 3 clusters Score -1141634 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1142115.625000 Penalty: 4403.112305
	Iteration 5F: 3 clusters Score -1142116 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1142471.750000 Penalty: 4403.112305
	Iteration 6F: 3 clusters Score -1142472 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1142726.625000 Penalty: 4403.112305
	Iteration 7Q: 3 clusters Score -1142727 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1142879.375000 Penalty: 4403.112305
	Iteration 8Q: 3 clusters Score -1142879 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1142976.750000 Penalty: 4403.112305
	Iteration 9Q: 3 clusters Score -1142977 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1143040.375000 Penalty: 4403.112305
	Iteration 10Q: 3 clusters Score -1143040 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1143098.750000 Penalty: 4403.112305
	Iteration 11Q: 3 clusters Score -1143099 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1143158.625000 Penalty: 4403.112305
	Iteration 12Q: 3 clusters Score -1143159 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1143223.375000 Penalty: 4403.112305
	Iteration 13Q: 3 clusters Score -1143223 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1143277.875000 Penalty: 4403.112305
	Iteration 14Q: 3 clusters Score -1143278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1143322.000000 Penalty: 4403.112305
	Iteration 15Q: 3 clusters Score -1143322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1143360.000000 Penalty: 4403.112305
	Iteration 16Q: 3 clusters Score -1143360 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1143390.750000 Penalty: 4403.112305
	Iteration 17Q: 3 clusters Score -1143391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1143417.750000 Penalty: 4403.112305
	Iteration 18Q: 3 clusters Score -1143418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1143437.750000 Penalty: 4403.112305
	Iteration 19Q: 3 clusters Score -1143438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1143455.250000 Penalty: 4403.112305
	Iteration 20F: 3 clusters Score -1143455 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1143471.000000 Penalty: 4403.112305
	Iteration 21Q: 3 clusters Score -1143471 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1143490.500000 Penalty: 4403.112305
	Iteration 22Q: 3 clusters Score -1143490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1143501.375000 Penalty: 4403.112305
	Iteration 23Q: 3 clusters Score -1143501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1143510.000000 Penalty: 4403.112305
	Iteration 24Q: 3 clusters Score -1143510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1143523.000000 Penalty: 4403.112305
	Iteration 25Q: 3 clusters Score -1143523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1143529.625000 Penalty: 4403.112305
	Iteration 26Q: 3 clusters Score -1143530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1143535.500000 Penalty: 4403.112305
	Iteration 27Q: 3 clusters Score -1143536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1143540.250000 Penalty: 4403.112305
	Iteration 28Q: 3 clusters Score -1143540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1143546.375000 Penalty: 4403.112305
	Iteration 29Q: 3 clusters Score -1143546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1143549.500000 Penalty: 4403.112305
	Iteration 30Q: 3 clusters Score -1143550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1143552.875000 Penalty: 4403.112305
	Iteration 31Q: 3 clusters Score -1143553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1143551.625000 Penalty: 4403.112305
	Iteration 32Q: 3 clusters Score -1143552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1143562.250000 Penalty: 4403.112305
	Iteration 33Q: 3 clusters Score -1143562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1143566.500000 Penalty: 4403.112305
	Iteration 34Q: 3 clusters Score -1143566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1143572.375000 Penalty: 4403.112305
	Iteration 35Q: 3 clusters Score -1143572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1143577.000000 Penalty: 4403.112305
	Iteration 36Q: 3 clusters Score -1143577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1143578.500000 Penalty: 4403.112305
	Iteration 37Q: 3 clusters Score -1143578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1143584.250000 Penalty: 4403.112305
	Iteration 38Q: 3 clusters Score -1143584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1143584.375000 Penalty: 4403.112305
	Iteration 39Q: 3 clusters Score -1143584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1143584.875000 Penalty: 4403.112305
	Iteration 40F: 3 clusters Score -1143585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1143592.125000 Penalty: 4403.112305
	Iteration 41Q: 3 clusters Score -1143592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1143592.125000 Penalty: 4403.112305
	Iteration 42Q: 3 clusters Score -1143592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1143591.125000 Penalty: 4403.112305
	Iteration 43Q: 3 clusters Score -1143591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1143592.375000 Penalty: 4403.112305
	Iteration 44Q: 3 clusters Score -1143592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1143593.625000 Penalty: 4403.112305
	Iteration 45Q: 3 clusters Score -1143594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1143598.000000 Penalty: 4403.112305
	Iteration 46Q: 3 clusters Score -1143598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1143596.000000 Penalty: 4403.112305
	Iteration 47Q: 3 clusters Score -1143596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1143597.250000 Penalty: 4403.112305
	Iteration 48Q: 3 clusters Score -1143597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1143597.250000 Penalty: 4403.112305
	Iteration 49F: 3 clusters Score -1143597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Entering Unmasked Estep 
Score: -1376716.000000 Penalty: 2317.658203
	Iteration 0F: 2 clusters Score -1376716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1368192.750000 Penalty: 4635.316406
	Iteration 0F: 3 clusters Score -1368193 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1370733.500000 Penalty: 4635.316406
	Iteration 1F: 3 clusters Score -1370734 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1371140.750000 Penalty: 4635.316406
	Iteration 2F: 3 clusters Score -1371141 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1371522.125000 Penalty: 4635.316406
	Iteration 3F: 3 clusters Score -1371522 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1371931.125000 Penalty: 4635.316406
	Iteration 4F: 3 clusters Score -1371931 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1372335.875000 Penalty: 4635.316406
	Iteration 5Q: 3 clusters Score -1372336 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1372676.000000 Penalty: 4635.316406
	Iteration 6Q: 3 clusters Score -1372676 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1372970.000000 Penalty: 4635.316406
	Iteration 7Q: 3 clusters Score -1372970 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1373274.625000 Penalty: 4635.316406
	Iteration 8Q: 3 clusters Score -1373275 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1373600.250000 Penalty: 4635.316406
	Iteration 9Q: 3 clusters Score -1373600 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1373822.625000 Penalty: 4635.316406
	Iteration 10Q: 3 clusters Score -1373823 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1374009.750000 Penalty: 4635.316406
	Iteration 11Q: 3 clusters Score -1374010 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1374140.250000 Penalty: 4635.316406
	Iteration 12Q: 3 clusters Score -1374140 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1374228.500000 Penalty: 4635.316406
	Iteration 13Q: 3 clusters Score -1374228 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1374285.625000 Penalty: 4635.316406
	Iteration 14Q: 3 clusters Score -1374286 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1374324.000000 Penalty: 4635.316406
	Iteration 15Q: 3 clusters Score -1374324 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1374349.000000 Penalty: 4635.316406
	Iteration 16Q: 3 clusters Score -1374349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1374366.625000 Penalty: 4635.316406
	Iteration 17Q: 3 clusters Score -1374367 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1374374.500000 Penalty: 4635.316406
	Iteration 18Q: 3 clusters Score -1374374 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1374383.375000 Penalty: 4635.316406
	Iteration 19Q: 3 clusters Score -1374383 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1374398.375000 Penalty: 4635.316406
	Iteration 20F: 3 clusters Score -1374398 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1374408.875000 Penalty: 4635.316406
	Iteration 21Q: 3 clusters Score -1374409 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1374421.250000 Penalty: 4635.316406
	Iteration 22Q: 3 clusters Score -1374421 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1374430.125000 Penalty: 4635.316406
	Iteration 23Q: 3 clusters Score -1374430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1374443.500000 Penalty: 4635.316406
	Iteration 24Q: 3 clusters Score -1374444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1374449.250000 Penalty: 4635.316406
	Iteration 25Q: 3 clusters Score -1374449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1374455.375000 Penalty: 4635.316406
	Iteration 26Q: 3 clusters Score -1374455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1374460.000000 Penalty: 4635.316406
	Iteration 27Q: 3 clusters Score -1374460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1374468.250000 Penalty: 4635.316406
	Iteration 28Q: 3 clusters Score -1374468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1374470.000000 Penalty: 4635.316406
	Iteration 29Q: 3 clusters Score -1374470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1374473.000000 Penalty: 4635.316406
	Iteration 30Q: 3 clusters Score -1374473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1374473.125000 Penalty: 4635.316406
	Iteration 31Q: 3 clusters Score -1374473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1374474.250000 Penalty: 4635.316406
	Iteration 32Q: 3 clusters Score -1374474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1374476.750000 Penalty: 4635.316406
	Iteration 33Q: 3 clusters Score -1374477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1374479.000000 Penalty: 4635.316406
	Iteration 34Q: 3 clusters Score -1374479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1374473.750000 Penalty: 4635.316406
	Iteration 35Q: 3 clusters Score -1374474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1374477.125000 Penalty: 4635.316406
	Iteration 36Q: 3 clusters Score -1374477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1374481.375000 Penalty: 4635.316406
	Iteration 37Q: 3 clusters Score -1374481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1374478.500000 Penalty: 4635.316406
	Iteration 38Q: 3 clusters Score -1374478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1374482.000000 Penalty: 4635.316406
	Iteration 39Q: 3 clusters Score -1374482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1374489.375000 Penalty: 4635.316406
	Iteration 40F: 3 clusters Score -1374489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1374489.750000 Penalty: 4635.316406
	Iteration 41Q: 3 clusters Score -1374490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1374494.625000 Penalty: 4635.316406
	Iteration 42Q: 3 clusters Score -1374495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1374493.875000 Penalty: 4635.316406
	Iteration 43Q: 3 clusters Score -1374494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1374495.875000 Penalty: 4635.316406
	Iteration 44Q: 3 clusters Score -1374496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1374498.625000 Penalty: 4635.316406
	Iteration 45Q: 3 clusters Score -1374499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1374499.125000 Penalty: 4635.316406
	Iteration 46Q: 3 clusters Score -1374499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1374501.375000 Penalty: 4635.316406
	Iteration 47Q: 3 clusters Score -1374501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1374506.875000 Penalty: 4635.316406
	Iteration 48Q: 3 clusters Score -1374507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1374508.750000 Penalty: 4635.316406
	Iteration 49Q: 3 clusters Score -1374509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1374512.000000 Penalty: 4635.316406
	Iteration 50Q: 3 clusters Score -1374512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1374510.875000 Penalty: 4635.316406
	Iteration 51Q: 3 clusters Score -1374511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1374515.625000 Penalty: 4635.316406
	Iteration 52Q: 3 clusters Score -1374516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1374516.250000 Penalty: 4635.316406
	Iteration 53Q: 3 clusters Score -1374516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1374516.750000 Penalty: 4635.316406
	Iteration 54Q: 3 clusters Score -1374517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1374514.875000 Penalty: 4635.316406
	Iteration 55Q: 3 clusters Score -1374515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1374515.250000 Penalty: 4635.316406
	Iteration 56Q: 3 clusters Score -1374515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1374516.125000 Penalty: 4635.316406
	Iteration 57Q: 3 clusters Score -1374516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1374515.125000 Penalty: 4635.316406
	Iteration 58Q: 3 clusters Score -1374515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1374514.875000 Penalty: 4635.316406
	Iteration 59Q: 3 clusters Score -1374515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1374516.000000 Penalty: 4635.316406
	Iteration 60F: 3 clusters Score -1374516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1374515.250000 Penalty: 4635.316406
	Iteration 61Q: 3 clusters Score -1374515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1374515.750000 Penalty: 4635.316406
	Iteration 62Q: 3 clusters Score -1374516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1374514.750000 Penalty: 4635.316406
	Iteration 63Q: 3 clusters Score -1374515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1374514.750000 Penalty: 4635.316406
	Iteration 64F: 3 clusters Score -1374515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -47132.109375 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -47132.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45998.867188 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -45998.87 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46334.160156 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -46334.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46567.707031 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -46567.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46848.128906 Penalty: 2992.410889
	Iteration 3F: 3 clusters Score -46848.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -46918.468750 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -46918.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -46945.003906 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -46945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -46997.210938 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -46997.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47047.273438 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -47047.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47053.273438 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -47053.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47054.617188 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -47054.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47114.085938 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -47114.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47154.679688 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -47154.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -47163.769531 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -47163.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47193.863281 Penalty: 2992.410889
	Iteration 13Q: 3 clusters Score -47193.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47195.539062 Penalty: 2992.410889
	Iteration 14Q: 3 clusters Score -47195.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47195.539062 Penalty: 2992.410889
	Iteration 15F: 3 clusters Score -47195.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 271 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235495 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 75775 members 
Mstep: Class 15 contains 7747 members 
Mstep: Class 16 contains 15561 members 
Mstep: Class 17 contains 136484 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 146 members 
Mstep: Class 21 contains 14876 members 
Mstep: Class 22 contains 6381 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16390 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41630 members 
Mstep: Class 32 contains 5065 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 15495 members 
Mstep: Class 35 contains 96625 members 
Mstep: Class 36 contains 32310 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4008 members 
Mstep: Class 47 contains 12458 members 
Mstep: Class 48 contains 7453 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10321 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16568 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15770 members 
Mstep: Class 61 contains 29415 members 
Mstep: Class 62 contains 32741 members 
Mstep: Class 63 contains 92135 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2430 members 
Mstep: Class 67 contains 4011 members 
Mstep: Class 68 contains 19129 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1707 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9737 members 
Entering Unmasked Estep 
Score: -154530240.000000 Penalty: 265529.687500
Splitting cluster 4 changes total score from -154532416.000000 to -154530240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Entering Unmasked Estep 
Score: -248460.875000 Penalty: 1903.305054
	Iteration 0F: 2 clusters Score -248460.9 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 1090 members 
Entering Unmasked Estep 
Score: -245686.421875 Penalty: 3806.610107
	Iteration 0F: 3 clusters Score -245686.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -246145.359375 Penalty: 3806.610107
	Iteration 1F: 3 clusters Score -246145.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -246283.515625 Penalty: 3806.610107
	Iteration 2F: 3 clusters Score -246283.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -246387.687500 Penalty: 3806.610107
	Iteration 3Q: 3 clusters Score -246387.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -246498.609375 Penalty: 3806.610107
	Iteration 4Q: 3 clusters Score -246498.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -246623.390625 Penalty: 3806.610107
	Iteration 5Q: 3 clusters Score -246623.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -246756.312500 Penalty: 3806.610107
	Iteration 6Q: 3 clusters Score -246756.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -246892.140625 Penalty: 3806.610107
	Iteration 7Q: 3 clusters Score -246892.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -247030.156250 Penalty: 3806.610107
	Iteration 8Q: 3 clusters Score -247030.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -247164.984375 Penalty: 3806.610107
	Iteration 9Q: 3 clusters Score -247165 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -247260.593750 Penalty: 3806.610107
	Iteration 10Q: 3 clusters Score -247260.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -247301.625000 Penalty: 3806.610107
	Iteration 11Q: 3 clusters Score -247301.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -247343.859375 Penalty: 3806.610107
	Iteration 12Q: 3 clusters Score -247343.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -247374.906250 Penalty: 3806.610107
	Iteration 13Q: 3 clusters Score -247374.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -247400.984375 Penalty: 3806.610107
	Iteration 14Q: 3 clusters Score -247401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -247418.359375 Penalty: 3806.610107
	Iteration 15Q: 3 clusters Score -247418.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -247426.140625 Penalty: 3806.610107
	Iteration 16Q: 3 clusters Score -247426.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -247435.671875 Penalty: 3806.610107
	Iteration 17Q: 3 clusters Score -247435.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -247449.406250 Penalty: 3806.610107
	Iteration 18Q: 3 clusters Score -247449.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -247460.421875 Penalty: 3806.610107
	Iteration 19Q: 3 clusters Score -247460.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -247468.171875 Penalty: 3806.610107
	Iteration 20F: 3 clusters Score -247468.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -247476.937500 Penalty: 3806.610107
	Iteration 21Q: 3 clusters Score -247476.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -247488.406250 Penalty: 3806.610107
	Iteration 22Q: 3 clusters Score -247488.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -247494.437500 Penalty: 3806.610107
	Iteration 23Q: 3 clusters Score -247494.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -247497.765625 Penalty: 3806.610107
	Iteration 24Q: 3 clusters Score -247497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -247501.390625 Penalty: 3806.610107
	Iteration 25Q: 3 clusters Score -247501.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -247501.781250 Penalty: 3806.610107
	Iteration 26Q: 3 clusters Score -247501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -247502.484375 Penalty: 3806.610107
	Iteration 27Q: 3 clusters Score -247502.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -247502.484375 Penalty: 3806.610107
	Iteration 28F: 3 clusters Score -247502.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Entering Unmasked Estep 
Score: -1300895.250000 Penalty: 2301.059570
	Iteration 0F: 2 clusters Score -1300895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1292850.250000 Penalty: 4602.119141
	Iteration 0F: 3 clusters Score -1292850 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1295208.375000 Penalty: 4602.119141
	Iteration 1F: 3 clusters Score -1295208 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1295559.500000 Penalty: 4602.119141
	Iteration 2F: 3 clusters Score -1295560 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1295797.625000 Penalty: 4602.119141
	Iteration 3F: 3 clusters Score -1295798 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1295999.625000 Penalty: 4602.119141
	Iteration 4Q: 3 clusters Score -1296000 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1296176.000000 Penalty: 4602.119141
	Iteration 5Q: 3 clusters Score -1296176 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1296321.875000 Penalty: 4602.119141
	Iteration 6Q: 3 clusters Score -1296322 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1296467.250000 Penalty: 4602.119141
	Iteration 7Q: 3 clusters Score -1296467 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1296651.250000 Penalty: 4602.119141
	Iteration 8Q: 3 clusters Score -1296651 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1296846.875000 Penalty: 4602.119141
	Iteration 9Q: 3 clusters Score -1296847 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1297012.375000 Penalty: 4602.119141
	Iteration 10Q: 3 clusters Score -1297012 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1297186.000000 Penalty: 4602.119141
	Iteration 11Q: 3 clusters Score -1297186 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1297377.250000 Penalty: 4602.119141
	Iteration 12Q: 3 clusters Score -1297377 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1297549.875000 Penalty: 4602.119141
	Iteration 13Q: 3 clusters Score -1297550 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1297720.000000 Penalty: 4602.119141
	Iteration 14Q: 3 clusters Score -1297720 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1297908.125000 Penalty: 4602.119141
	Iteration 15Q: 3 clusters Score -1297908 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1298098.875000 Penalty: 4602.119141
	Iteration 16Q: 3 clusters Score -1298099 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1298242.250000 Penalty: 4602.119141
	Iteration 17Q: 3 clusters Score -1298242 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1298337.875000 Penalty: 4602.119141
	Iteration 18Q: 3 clusters Score -1298338 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1298426.125000 Penalty: 4602.119141
	Iteration 19Q: 3 clusters Score -1298426 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1298502.750000 Penalty: 4602.119141
	Iteration 20F: 3 clusters Score -1298503 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1298566.625000 Penalty: 4602.119141
	Iteration 21Q: 3 clusters Score -1298567 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1298622.375000 Penalty: 4602.119141
	Iteration 22Q: 3 clusters Score -1298622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1298675.875000 Penalty: 4602.119141
	Iteration 23Q: 3 clusters Score -1298676 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1298717.375000 Penalty: 4602.119141
	Iteration 24Q: 3 clusters Score -1298717 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1298746.250000 Penalty: 4602.119141
	Iteration 25Q: 3 clusters Score -1298746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1298775.125000 Penalty: 4602.119141
	Iteration 26Q: 3 clusters Score -1298775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1298807.750000 Penalty: 4602.119141
	Iteration 27Q: 3 clusters Score -1298808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1298838.000000 Penalty: 4602.119141
	Iteration 28Q: 3 clusters Score -1298838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1298869.750000 Penalty: 4602.119141
	Iteration 29Q: 3 clusters Score -1298870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1298890.250000 Penalty: 4602.119141
	Iteration 30Q: 3 clusters Score -1298890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1298906.750000 Penalty: 4602.119141
	Iteration 31Q: 3 clusters Score -1298907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1298917.500000 Penalty: 4602.119141
	Iteration 32Q: 3 clusters Score -1298918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1298928.500000 Penalty: 4602.119141
	Iteration 33Q: 3 clusters Score -1298928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1298940.625000 Penalty: 4602.119141
	Iteration 34Q: 3 clusters Score -1298941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1298956.125000 Penalty: 4602.119141
	Iteration 35Q: 3 clusters Score -1298956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1298969.250000 Penalty: 4602.119141
	Iteration 36Q: 3 clusters Score -1298969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1298985.250000 Penalty: 4602.119141
	Iteration 37Q: 3 clusters Score -1298985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1298997.375000 Penalty: 4602.119141
	Iteration 38Q: 3 clusters Score -1298997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1299001.125000 Penalty: 4602.119141
	Iteration 39Q: 3 clusters Score -1299001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1299011.375000 Penalty: 4602.119141
	Iteration 40F: 3 clusters Score -1299011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1299016.750000 Penalty: 4602.119141
	Iteration 41Q: 3 clusters Score -1299017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1299025.625000 Penalty: 4602.119141
	Iteration 42Q: 3 clusters Score -1299026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1299032.125000 Penalty: 4602.119141
	Iteration 43Q: 3 clusters Score -1299032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1299037.875000 Penalty: 4602.119141
	Iteration 44Q: 3 clusters Score -1299038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1299044.250000 Penalty: 4602.119141
	Iteration 45Q: 3 clusters Score -1299044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1299046.875000 Penalty: 4602.119141
	Iteration 46Q: 3 clusters Score -1299047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1299048.250000 Penalty: 4602.119141
	Iteration 47Q: 3 clusters Score -1299048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1299047.125000 Penalty: 4602.119141
	Iteration 48Q: 3 clusters Score -1299047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1299047.125000 Penalty: 4602.119141
	Iteration 49F: 3 clusters Score -1299047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -90241.234375 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -90241.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -88643.734375 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -88643.73 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -88922.937500 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -88922.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -89106.289062 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -89106.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -89215.351562 Penalty: 3175.350830
	Iteration 3Q: 3 clusters Score -89215.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -89323.812500 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -89323.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -89428.859375 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -89428.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -89511.968750 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -89511.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89614.156250 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -89614.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89709.046875 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -89709.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89781.781250 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -89781.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -89862.007812 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -89862.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -89969.578125 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -89969.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90107.320312 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -90107.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -90236.234375 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -90236.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -90298.351562 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -90298.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -90353.984375 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -90353.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -90374.226562 Penalty: 3175.350830
	Iteration 16Q: 3 clusters Score -90374.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -90387.921875 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -90387.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -90415.398438 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -90415.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -90423.601562 Penalty: 3175.350830
	Iteration 19Q: 3 clusters Score -90423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -90426.437500 Penalty: 3175.350830
	Iteration 20F: 3 clusters Score -90426.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -90440.710938 Penalty: 3175.350830
	Iteration 21Q: 3 clusters Score -90440.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -90461.218750 Penalty: 3175.350830
	Iteration 22Q: 3 clusters Score -90461.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -90464.734375 Penalty: 3175.350830
	Iteration 23Q: 3 clusters Score -90464.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -90465.804688 Penalty: 3175.350830
	Iteration 24Q: 3 clusters Score -90465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -90465.804688 Penalty: 3175.350830
	Iteration 25F: 3 clusters Score -90465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235495 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 75775 members 
Mstep: Class 15 contains 7747 members 
Mstep: Class 16 contains 15561 members 
Mstep: Class 17 contains 136484 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 14876 members 
Mstep: Class 22 contains 6381 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16390 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41630 members 
Mstep: Class 32 contains 5065 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 15495 members 
Mstep: Class 35 contains 96625 members 
Mstep: Class 36 contains 32310 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4008 members 
Mstep: Class 47 contains 12458 members 
Mstep: Class 48 contains 7453 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10321 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16568 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15770 members 
Mstep: Class 61 contains 29415 members 
Mstep: Class 62 contains 32741 members 
Mstep: Class 63 contains 92135 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2430 members 
Mstep: Class 67 contains 4011 members 
Mstep: Class 68 contains 19129 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1707 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9737 members 
Entering Unmasked Estep 
Score: -154530656.000000 Penalty: 265529.687500
Splitting cluster 7 changes total score from -154532416.000000 to -154530656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -263202.593750 Penalty: 1913.461182
	Iteration 0F: 2 clusters Score -263202.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -260435.062500 Penalty: 3826.922363
	Iteration 0F: 3 clusters Score -260435.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -260962.609375 Penalty: 3826.922363
	Iteration 1F: 3 clusters Score -260962.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -261144.218750 Penalty: 3826.922363
	Iteration 2F: 3 clusters Score -261144.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -261248.000000 Penalty: 3826.922363
	Iteration 3F: 3 clusters Score -261248 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -261351.843750 Penalty: 3826.922363
	Iteration 4Q: 3 clusters Score -261351.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -261458.906250 Penalty: 3826.922363
	Iteration 5Q: 3 clusters Score -261458.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -261574.859375 Penalty: 3826.922363
	Iteration 6Q: 3 clusters Score -261574.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -261662.437500 Penalty: 3826.922363
	Iteration 7Q: 3 clusters Score -261662.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -261726.031250 Penalty: 3826.922363
	Iteration 8Q: 3 clusters Score -261726 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -261802.203125 Penalty: 3826.922363
	Iteration 9Q: 3 clusters Score -261802.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -261872.187500 Penalty: 3826.922363
	Iteration 10Q: 3 clusters Score -261872.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -261944.734375 Penalty: 3826.922363
	Iteration 11Q: 3 clusters Score -261944.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -261996.343750 Penalty: 3826.922363
	Iteration 12Q: 3 clusters Score -261996.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -262039.968750 Penalty: 3826.922363
	Iteration 13Q: 3 clusters Score -262040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -262069.203125 Penalty: 3826.922363
	Iteration 14Q: 3 clusters Score -262069.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -262084.562500 Penalty: 3826.922363
	Iteration 15Q: 3 clusters Score -262084.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -262087.843750 Penalty: 3826.922363
	Iteration 16Q: 3 clusters Score -262087.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -262090.234375 Penalty: 3826.922363
	Iteration 17Q: 3 clusters Score -262090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -262091.953125 Penalty: 3826.922363
	Iteration 18Q: 3 clusters Score -262092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -262092.843750 Penalty: 3826.922363
	Iteration 19Q: 3 clusters Score -262092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -262093.109375 Penalty: 3826.922363
	Iteration 20F: 3 clusters Score -262093.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -262093.812500 Penalty: 3826.922363
	Iteration 21Q: 3 clusters Score -262093.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -262093.812500 Penalty: 3826.922363
	Iteration 22F: 3 clusters Score -262093.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Entering Unmasked Estep 
Score: -625284.375000 Penalty: 2127.648682
	Iteration 0F: 2 clusters Score -625284.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -620570.062500 Penalty: 4255.297363
	Iteration 0F: 3 clusters Score -620570.1 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -621712.375000 Penalty: 4255.297363
	Iteration 1F: 3 clusters Score -621712.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -622044.312500 Penalty: 4255.297363
	Iteration 2F: 3 clusters Score -622044.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -622307.812500 Penalty: 4255.297363
	Iteration 3F: 3 clusters Score -622307.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -622534.312500 Penalty: 4255.297363
	Iteration 4F: 3 clusters Score -622534.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -622737.937500 Penalty: 4255.297363
	Iteration 5F: 3 clusters Score -622737.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -622928.875000 Penalty: 4255.297363
	Iteration 6Q: 3 clusters Score -622928.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -623107.375000 Penalty: 4255.297363
	Iteration 7Q: 3 clusters Score -623107.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -623265.812500 Penalty: 4255.297363
	Iteration 8Q: 3 clusters Score -623265.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -623372.375000 Penalty: 4255.297363
	Iteration 9Q: 3 clusters Score -623372.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -623456.187500 Penalty: 4255.297363
	Iteration 10Q: 3 clusters Score -623456.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -623522.125000 Penalty: 4255.297363
	Iteration 11Q: 3 clusters Score -623522.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -623582.125000 Penalty: 4255.297363
	Iteration 12Q: 3 clusters Score -623582.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -623637.062500 Penalty: 4255.297363
	Iteration 13Q: 3 clusters Score -623637.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -623670.812500 Penalty: 4255.297363
	Iteration 14Q: 3 clusters Score -623670.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -623695.312500 Penalty: 4255.297363
	Iteration 15Q: 3 clusters Score -623695.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -623716.187500 Penalty: 4255.297363
	Iteration 16Q: 3 clusters Score -623716.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -623736.937500 Penalty: 4255.297363
	Iteration 17Q: 3 clusters Score -623736.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -623753.562500 Penalty: 4255.297363
	Iteration 18Q: 3 clusters Score -623753.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -623772.125000 Penalty: 4255.297363
	Iteration 19Q: 3 clusters Score -623772.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -623780.812500 Penalty: 4255.297363
	Iteration 20F: 3 clusters Score -623780.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -623791.250000 Penalty: 4255.297363
	Iteration 21Q: 3 clusters Score -623791.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -623808.437500 Penalty: 4255.297363
	Iteration 22Q: 3 clusters Score -623808.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -623823.687500 Penalty: 4255.297363
	Iteration 23Q: 3 clusters Score -623823.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -623843.375000 Penalty: 4255.297363
	Iteration 24Q: 3 clusters Score -623843.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -623870.375000 Penalty: 4255.297363
	Iteration 25Q: 3 clusters Score -623870.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -623928.375000 Penalty: 4255.297363
	Iteration 26Q: 3 clusters Score -623928.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -624030.062500 Penalty: 4255.297363
	Iteration 27Q: 3 clusters Score -624030.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -624187.875000 Penalty: 4255.297363
	Iteration 28Q: 3 clusters Score -624187.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -624374.062500 Penalty: 4255.297363
	Iteration 29Q: 3 clusters Score -624374.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -624547.875000 Penalty: 4255.297363
	Iteration 30Q: 3 clusters Score -624547.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -624687.500000 Penalty: 4255.297363
	Iteration 31Q: 3 clusters Score -624687.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -624778.500000 Penalty: 4255.297363
	Iteration 32Q: 3 clusters Score -624778.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -624855.187500 Penalty: 4255.297363
	Iteration 33Q: 3 clusters Score -624855.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -624924.437500 Penalty: 4255.297363
	Iteration 34Q: 3 clusters Score -624924.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -624980.625000 Penalty: 4255.297363
	Iteration 35Q: 3 clusters Score -624980.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -625031.562500 Penalty: 4255.297363
	Iteration 36Q: 3 clusters Score -625031.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -625068.062500 Penalty: 4255.297363
	Iteration 37Q: 3 clusters Score -625068.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -625097.187500 Penalty: 4255.297363
	Iteration 38Q: 3 clusters Score -625097.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -625116.187500 Penalty: 4255.297363
	Iteration 39Q: 3 clusters Score -625116.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -625126.250000 Penalty: 4255.297363
	Iteration 40F: 3 clusters Score -625126.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -625137.000000 Penalty: 4255.297363
	Iteration 41Q: 3 clusters Score -625137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -625148.125000 Penalty: 4255.297363
	Iteration 42Q: 3 clusters Score -625148.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -625160.187500 Penalty: 4255.297363
	Iteration 43Q: 3 clusters Score -625160.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -625170.812500 Penalty: 4255.297363
	Iteration 44Q: 3 clusters Score -625170.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -625179.812500 Penalty: 4255.297363
	Iteration 45Q: 3 clusters Score -625179.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -625184.750000 Penalty: 4255.297363
	Iteration 46Q: 3 clusters Score -625184.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -625190.687500 Penalty: 4255.297363
	Iteration 47Q: 3 clusters Score -625190.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -625199.937500 Penalty: 4255.297363
	Iteration 48Q: 3 clusters Score -625199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -625203.875000 Penalty: 4255.297363
	Iteration 49Q: 3 clusters Score -625203.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -625207.500000 Penalty: 4255.297363
	Iteration 50Q: 3 clusters Score -625207.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -625210.562500 Penalty: 4255.297363
	Iteration 51Q: 3 clusters Score -625210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -625211.187500 Penalty: 4255.297363
	Iteration 52Q: 3 clusters Score -625211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -625212.562500 Penalty: 4255.297363
	Iteration 53Q: 3 clusters Score -625212.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -625213.937500 Penalty: 4255.297363
	Iteration 54Q: 3 clusters Score -625213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -625212.812500 Penalty: 4255.297363
	Iteration 55Q: 3 clusters Score -625212.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -625214.500000 Penalty: 4255.297363
	Iteration 56Q: 3 clusters Score -625214.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -625214.500000 Penalty: 4255.297363
	Iteration 57F: 3 clusters Score -625214.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Entering Unmasked Estep 
Score: -384920.187500 Penalty: 2008.990479
	Iteration 0F: 2 clusters Score -384920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -381485.218750 Penalty: 4017.980957
	Iteration 0F: 3 clusters Score -381485.2 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -382292.937500 Penalty: 4017.980957
	Iteration 1F: 3 clusters Score -382292.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -382578.125000 Penalty: 4017.980957
	Iteration 2F: 3 clusters Score -382578.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -382821.375000 Penalty: 4017.980957
	Iteration 3F: 3 clusters Score -382821.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -382993.406250 Penalty: 4017.980957
	Iteration 4F: 3 clusters Score -382993.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -383133.093750 Penalty: 4017.980957
	Iteration 5Q: 3 clusters Score -383133.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -383266.937500 Penalty: 4017.980957
	Iteration 6Q: 3 clusters Score -383266.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -383386.375000 Penalty: 4017.980957
	Iteration 7Q: 3 clusters Score -383386.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -383491.062500 Penalty: 4017.980957
	Iteration 8Q: 3 clusters Score -383491.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -383582.156250 Penalty: 4017.980957
	Iteration 9Q: 3 clusters Score -383582.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -383672.562500 Penalty: 4017.980957
	Iteration 10Q: 3 clusters Score -383672.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -383778.187500 Penalty: 4017.980957
	Iteration 11Q: 3 clusters Score -383778.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -383920.593750 Penalty: 4017.980957
	Iteration 12Q: 3 clusters Score -383920.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -384120.187500 Penalty: 4017.980957
	Iteration 13Q: 3 clusters Score -384120.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -384413.250000 Penalty: 4017.980957
	Iteration 14Q: 3 clusters Score -384413.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -384578.125000 Penalty: 4017.980957
	Iteration 15Q: 3 clusters Score -384578.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -384657.687500 Penalty: 4017.980957
	Iteration 16Q: 3 clusters Score -384657.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -384681.468750 Penalty: 4017.980957
	Iteration 17Q: 3 clusters Score -384681.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -384686.718750 Penalty: 4017.980957
	Iteration 18Q: 3 clusters Score -384686.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -384687.250000 Penalty: 4017.980957
	Iteration 19Q: 3 clusters Score -384687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -384687.250000 Penalty: 4017.980957
	Iteration 20F: 3 clusters Score -384687.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (235495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235495 members 
Entering Unmasked Estep 
Score: -28810226.000000 Penalty: 3067.622314
	Iteration 0F: 2 clusters Score -2.881023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118355 members 
Mstep: Class 2 contains 117140 members 
Entering Unmasked Estep 
Score: -28664900.000000 Penalty: 6135.244629
	Iteration 0F: 3 clusters Score -2.86649e+07 nChanged 113638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127349 members 
Mstep: Class 2 contains 108146 members 
Entering Unmasked Estep 
Score: -28732046.000000 Penalty: 6135.244629
	Iteration 1F: 3 clusters Score -2.873205e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133188 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -28734248.000000 Penalty: 6135.244629
	Iteration 2Q: 3 clusters Score -2.873425e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142355 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -28738682.000000 Penalty: 6135.244629
	Iteration 3Q: 3 clusters Score -2.873868e+07 nChanged 14209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155798 members 
Mstep: Class 2 contains 79697 members 
Entering Unmasked Estep 
Score: -28746588.000000 Penalty: 6135.244629
	Iteration 4F: 3 clusters Score -2.874659e+07 nChanged 18485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173613 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -28759836.000000 Penalty: 6135.244629
	Iteration 5F: 3 clusters Score -2.875984e+07 nChanged 20222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193303 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -28777774.000000 Penalty: 6135.244629
	Iteration 6F: 3 clusters Score -2.877777e+07 nChanged 18458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211541 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -28792938.000000 Penalty: 6135.244629
	Iteration 7F: 3 clusters Score -2.879294e+07 nChanged 12612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224093 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -28801358.000000 Penalty: 6135.244629
	Iteration 8F: 3 clusters Score -2.880136e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230715 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -28805074.000000 Penalty: 6135.244629
	Iteration 9Q: 3 clusters Score -2.880507e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233519 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -28806464.000000 Penalty: 6135.244629
	Iteration 10Q: 3 clusters Score -2.880646e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234559 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -28807148.000000 Penalty: 6135.244629
	Iteration 11Q: 3 clusters Score -2.880715e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234896 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -28807372.000000 Penalty: 6135.244629
	Iteration 12Q: 3 clusters Score -2.880737e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235016 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -28807488.000000 Penalty: 6135.244629
	Iteration 13Q: 3 clusters Score -2.880749e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235059 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -28807564.000000 Penalty: 6135.244629
	Iteration 14Q: 3 clusters Score -2.880756e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235085 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -28807566.000000 Penalty: 6135.244629
	Iteration 15Q: 3 clusters Score -2.880757e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235092 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -28807586.000000 Penalty: 6135.244629
	Iteration 16Q: 3 clusters Score -2.880759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235104 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28807606.000000 Penalty: 6135.244629
	Iteration 17Q: 3 clusters Score -2.880761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235110 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -28807634.000000 Penalty: 6135.244629
	Iteration 18Q: 3 clusters Score -2.880763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235120 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28807646.000000 Penalty: 6135.244629
	Iteration 19Q: 3 clusters Score -2.880765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235124 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -28807638.000000 Penalty: 6135.244629
	Iteration 20F: 3 clusters Score -2.880764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235125 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28807628.000000 Penalty: 6135.244629
	Iteration 21Q: 3 clusters Score -2.880763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235125 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28807628.000000 Penalty: 6135.244629
	Iteration 22F: 3 clusters Score -2.880763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Entering Unmasked Estep 
Score: -1245359.750000 Penalty: 2299.642334
	Iteration 0F: 2 clusters Score -1245360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1237390.625000 Penalty: 4599.284668
	Iteration 0F: 3 clusters Score -1237391 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1240204.625000 Penalty: 4599.284668
	Iteration 1F: 3 clusters Score -1240205 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1241190.000000 Penalty: 4599.284668
	Iteration 2F: 3 clusters Score -1241190 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1242004.000000 Penalty: 4599.284668
	Iteration 3F: 3 clusters Score -1242004 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1242562.125000 Penalty: 4599.284668
	Iteration 4F: 3 clusters Score -1242562 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1242896.000000 Penalty: 4599.284668
	Iteration 5F: 3 clusters Score -1242896 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1243100.125000 Penalty: 4599.284668
	Iteration 6Q: 3 clusters Score -1243100 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1243206.000000 Penalty: 4599.284668
	Iteration 7Q: 3 clusters Score -1243206 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1243266.250000 Penalty: 4599.284668
	Iteration 8Q: 3 clusters Score -1243266 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1243305.250000 Penalty: 4599.284668
	Iteration 9Q: 3 clusters Score -1243305 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1243335.875000 Penalty: 4599.284668
	Iteration 10Q: 3 clusters Score -1243336 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1243355.375000 Penalty: 4599.284668
	Iteration 11Q: 3 clusters Score -1243355 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1243367.875000 Penalty: 4599.284668
	Iteration 12Q: 3 clusters Score -1243368 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1243383.250000 Penalty: 4599.284668
	Iteration 13Q: 3 clusters Score -1243383 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1243401.750000 Penalty: 4599.284668
	Iteration 14Q: 3 clusters Score -1243402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1243415.625000 Penalty: 4599.284668
	Iteration 15Q: 3 clusters Score -1243416 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1243438.875000 Penalty: 4599.284668
	Iteration 16Q: 3 clusters Score -1243439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1243455.750000 Penalty: 4599.284668
	Iteration 17Q: 3 clusters Score -1243456 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1243479.375000 Penalty: 4599.284668
	Iteration 18Q: 3 clusters Score -1243479 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1243501.250000 Penalty: 4599.284668
	Iteration 19Q: 3 clusters Score -1243501 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1243541.875000 Penalty: 4599.284668
	Iteration 20F: 3 clusters Score -1243542 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1243599.000000 Penalty: 4599.284668
	Iteration 21Q: 3 clusters Score -1243599 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1243684.750000 Penalty: 4599.284668
	Iteration 22Q: 3 clusters Score -1243685 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1243796.250000 Penalty: 4599.284668
	Iteration 23Q: 3 clusters Score -1243796 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1243931.125000 Penalty: 4599.284668
	Iteration 24Q: 3 clusters Score -1243931 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1244056.125000 Penalty: 4599.284668
	Iteration 25Q: 3 clusters Score -1244056 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1244190.750000 Penalty: 4599.284668
	Iteration 26Q: 3 clusters Score -1244191 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1244336.750000 Penalty: 4599.284668
	Iteration 27Q: 3 clusters Score -1244337 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1244497.750000 Penalty: 4599.284668
	Iteration 28Q: 3 clusters Score -1244498 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1244662.750000 Penalty: 4599.284668
	Iteration 29Q: 3 clusters Score -1244663 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1244822.000000 Penalty: 4599.284668
	Iteration 30Q: 3 clusters Score -1244822 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1245011.000000 Penalty: 4599.284668
	Iteration 31Q: 3 clusters Score -1245011 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1245218.375000 Penalty: 4599.284668
	Iteration 32Q: 3 clusters Score -1245218 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1245417.500000 Penalty: 4599.284668
	Iteration 33Q: 3 clusters Score -1245418 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1245531.625000 Penalty: 4599.284668
	Iteration 34Q: 3 clusters Score -1245532 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1245586.500000 Penalty: 4599.284668
	Iteration 35Q: 3 clusters Score -1245586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1245614.875000 Penalty: 4599.284668
	Iteration 36Q: 3 clusters Score -1245615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1245641.875000 Penalty: 4599.284668
	Iteration 37Q: 3 clusters Score -1245642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1245670.375000 Penalty: 4599.284668
	Iteration 38Q: 3 clusters Score -1245670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1245693.125000 Penalty: 4599.284668
	Iteration 39Q: 3 clusters Score -1245693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1245718.000000 Penalty: 4599.284668
	Iteration 40F: 3 clusters Score -1245718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1245733.500000 Penalty: 4599.284668
	Iteration 41Q: 3 clusters Score -1245734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1245747.625000 Penalty: 4599.284668
	Iteration 42Q: 3 clusters Score -1245748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1245769.750000 Penalty: 4599.284668
	Iteration 43Q: 3 clusters Score -1245770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1245791.500000 Penalty: 4599.284668
	Iteration 44Q: 3 clusters Score -1245792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1245818.250000 Penalty: 4599.284668
	Iteration 45Q: 3 clusters Score -1245818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1245866.500000 Penalty: 4599.284668
	Iteration 46Q: 3 clusters Score -1245866 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1245960.750000 Penalty: 4599.284668
	Iteration 47Q: 3 clusters Score -1245961 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1246052.000000 Penalty: 4599.284668
	Iteration 48Q: 3 clusters Score -1246052 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1246182.000000 Penalty: 4599.284668
	Iteration 49Q: 3 clusters Score -1246182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1246304.750000 Penalty: 4599.284668
	Iteration 50Q: 3 clusters Score -1246305 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1246419.500000 Penalty: 4599.284668
	Iteration 51Q: 3 clusters Score -1246420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1246480.000000 Penalty: 4599.284668
	Iteration 52Q: 3 clusters Score -1246480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1246527.125000 Penalty: 4599.284668
	Iteration 53Q: 3 clusters Score -1246527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1246550.000000 Penalty: 4599.284668
	Iteration 54Q: 3 clusters Score -1246550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1246551.625000 Penalty: 4599.284668
	Iteration 55Q: 3 clusters Score -1246552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1246556.625000 Penalty: 4599.284668
	Iteration 56Q: 3 clusters Score -1246557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1246561.625000 Penalty: 4599.284668
	Iteration 57Q: 3 clusters Score -1246562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1246565.000000 Penalty: 4599.284668
	Iteration 58Q: 3 clusters Score -1246565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1246565.250000 Penalty: 4599.284668
	Iteration 59Q: 3 clusters Score -1246565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1246565.250000 Penalty: 4599.284668
	Iteration 60F: 3 clusters Score -1246565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235495 members 
Mstep: Class 12 contains 8299 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 75775 members 
Mstep: Class 15 contains 7747 members 
Mstep: Class 16 contains 15561 members 
Mstep: Class 17 contains 136484 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 14876 members 
Mstep: Class 22 contains 6381 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16390 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41630 members 
Mstep: Class 32 contains 5065 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 15495 members 
Mstep: Class 35 contains 96625 members 
Mstep: Class 36 contains 32310 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4008 members 
Mstep: Class 47 contains 12458 members 
Mstep: Class 48 contains 7453 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10321 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16568 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15770 members 
Mstep: Class 61 contains 29415 members 
Mstep: Class 62 contains 32741 members 
Mstep: Class 63 contains 92135 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2430 members 
Mstep: Class 67 contains 4011 members 
Mstep: Class 68 contains 19129 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1707 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9737 members 
Entering Unmasked Estep 
Score: -154532288.000000 Penalty: 265529.687500
Splitting cluster 12 changes total score from -154532416.000000 to -154532288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -698267.187500 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -698267.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -693279.187500 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -693279.2 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -694606.687500 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -694606.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -694978.312500 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -694978.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -695260.562500 Penalty: 4298.315430
	Iteration 3F: 3 clusters Score -695260.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -695447.500000 Penalty: 4298.315430
	Iteration 4Q: 3 clusters Score -695447.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -695606.750000 Penalty: 4298.315430
	Iteration 5Q: 3 clusters Score -695606.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -695752.375000 Penalty: 4298.315430
	Iteration 6Q: 3 clusters Score -695752.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -695868.000000 Penalty: 4298.315430
	Iteration 7Q: 3 clusters Score -695868 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -695965.687500 Penalty: 4298.315430
	Iteration 8Q: 3 clusters Score -695965.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -696054.750000 Penalty: 4298.315430
	Iteration 9Q: 3 clusters Score -696054.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -696151.875000 Penalty: 4298.315430
	Iteration 10Q: 3 clusters Score -696151.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -696252.437500 Penalty: 4298.315430
	Iteration 11Q: 3 clusters Score -696252.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -696353.687500 Penalty: 4298.315430
	Iteration 12Q: 3 clusters Score -696353.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -696471.687500 Penalty: 4298.315430
	Iteration 13Q: 3 clusters Score -696471.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -696603.562500 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -696603.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -696769.750000 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -696769.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -696956.625000 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -696956.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -697077.437500 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -697077.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -697146.437500 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -697146.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -697183.750000 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -697183.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -697201.062500 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -697201.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -697206.437500 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -697206.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -697210.187500 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -697210.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -697213.750000 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -697213.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -697216.562500 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -697216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -697217.750000 Penalty: 4298.315430
	Iteration 25Q: 3 clusters Score -697217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -697218.000000 Penalty: 4298.315430
	Iteration 26Q: 3 clusters Score -697218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -697218.000000 Penalty: 4298.315430
	Iteration 27F: 3 clusters Score -697218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Entering Unmasked Estep 
Score: -8506025.000000 Penalty: 2786.409668
	Iteration 0F: 2 clusters Score -8506025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -8455082.000000 Penalty: 5572.819336
	Iteration 0F: 3 clusters Score -8455082 nChanged 35520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -8475585.000000 Penalty: 5572.819336
	Iteration 1F: 3 clusters Score -8475585 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -8476493.000000 Penalty: 5572.819336
	Iteration 2Q: 3 clusters Score -8476493 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -8477542.000000 Penalty: 5572.819336
	Iteration 3Q: 3 clusters Score -8477542 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -8478545.000000 Penalty: 5572.819336
	Iteration 4Q: 3 clusters Score -8478545 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -8479790.000000 Penalty: 5572.819336
	Iteration 5Q: 3 clusters Score -8479790 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -8481088.000000 Penalty: 5572.819336
	Iteration 6Q: 3 clusters Score -8481088 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -8482800.000000 Penalty: 5572.819336
	Iteration 7Q: 3 clusters Score -8482800 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -8484829.000000 Penalty: 5572.819336
	Iteration 8F: 3 clusters Score -8484829 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -8487159.000000 Penalty: 5572.819336
	Iteration 9F: 3 clusters Score -8487159 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -8489647.000000 Penalty: 5572.819336
	Iteration 10F: 3 clusters Score -8489647 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -8491604.000000 Penalty: 5572.819336
	Iteration 11Q: 3 clusters Score -8491604 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -8493003.000000 Penalty: 5572.819336
	Iteration 12Q: 3 clusters Score -8493003 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -8493670.000000 Penalty: 5572.819336
	Iteration 13Q: 3 clusters Score -8493670 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -8494028.000000 Penalty: 5572.819336
	Iteration 14Q: 3 clusters Score -8494028 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -8494368.000000 Penalty: 5572.819336
	Iteration 15Q: 3 clusters Score -8494368 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -8494664.000000 Penalty: 5572.819336
	Iteration 16Q: 3 clusters Score -8494664 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -8494946.000000 Penalty: 5572.819336
	Iteration 17Q: 3 clusters Score -8494946 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -8495208.000000 Penalty: 5572.819336
	Iteration 18Q: 3 clusters Score -8495208 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -8495583.000000 Penalty: 5572.819336
	Iteration 19Q: 3 clusters Score -8495583 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -8495935.000000 Penalty: 5572.819336
	Iteration 20F: 3 clusters Score -8495935 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -8496281.000000 Penalty: 5572.819336
	Iteration 21Q: 3 clusters Score -8496281 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -8496616.000000 Penalty: 5572.819336
	Iteration 22Q: 3 clusters Score -8496616 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -8497010.000000 Penalty: 5572.819336
	Iteration 23Q: 3 clusters Score -8497010 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -8497423.000000 Penalty: 5572.819336
	Iteration 24Q: 3 clusters Score -8497423 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -8497759.000000 Penalty: 5572.819336
	Iteration 25Q: 3 clusters Score -8497759 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -8498254.000000 Penalty: 5572.819336
	Iteration 26Q: 3 clusters Score -8498254 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -8498802.000000 Penalty: 5572.819336
	Iteration 27Q: 3 clusters Score -8498802 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -8499394.000000 Penalty: 5572.819336
	Iteration 28Q: 3 clusters Score -8499394 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -8499966.000000 Penalty: 5572.819336
	Iteration 29Q: 3 clusters Score -8499966 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68319 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -8500481.000000 Penalty: 5572.819336
	Iteration 30Q: 3 clusters Score -8500481 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -8501065.000000 Penalty: 5572.819336
	Iteration 31Q: 3 clusters Score -8501065 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -8501557.000000 Penalty: 5572.819336
	Iteration 32Q: 3 clusters Score -8501557 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -8502068.000000 Penalty: 5572.819336
	Iteration 33Q: 3 clusters Score -8502068 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -8502494.000000 Penalty: 5572.819336
	Iteration 34Q: 3 clusters Score -8502494 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -8502789.000000 Penalty: 5572.819336
	Iteration 35Q: 3 clusters Score -8502789 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -8503085.000000 Penalty: 5572.819336
	Iteration 36Q: 3 clusters Score -8503085 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -8503272.000000 Penalty: 5572.819336
	Iteration 37Q: 3 clusters Score -8503272 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -8503417.000000 Penalty: 5572.819336
	Iteration 38Q: 3 clusters Score -8503417 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8503542.000000 Penalty: 5572.819336
	Iteration 39Q: 3 clusters Score -8503542 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -8503615.000000 Penalty: 5572.819336
	Iteration 40F: 3 clusters Score -8503615 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8503671.000000 Penalty: 5572.819336
	Iteration 41Q: 3 clusters Score -8503671 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8503750.000000 Penalty: 5572.819336
	Iteration 42Q: 3 clusters Score -8503750 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8503804.000000 Penalty: 5572.819336
	Iteration 43Q: 3 clusters Score -8503804 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74072 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8503894.000000 Penalty: 5572.819336
	Iteration 44Q: 3 clusters Score -8503894 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8503976.000000 Penalty: 5572.819336
	Iteration 45Q: 3 clusters Score -8503976 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8504026.000000 Penalty: 5572.819336
	Iteration 46Q: 3 clusters Score -8504026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8504082.000000 Penalty: 5572.819336
	Iteration 47Q: 3 clusters Score -8504082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74316 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8504125.000000 Penalty: 5572.819336
	Iteration 48Q: 3 clusters Score -8504125 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8504166.000000 Penalty: 5572.819336
	Iteration 49Q: 3 clusters Score -8504166 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8504211.000000 Penalty: 5572.819336
	Iteration 50Q: 3 clusters Score -8504211 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8504227.000000 Penalty: 5572.819336
	Iteration 51Q: 3 clusters Score -8504227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74367 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8504231.000000 Penalty: 5572.819336
	Iteration 52Q: 3 clusters Score -8504231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74377 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8504239.000000 Penalty: 5572.819336
	Iteration 53Q: 3 clusters Score -8504239 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74395 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8504251.000000 Penalty: 5572.819336
	Iteration 54Q: 3 clusters Score -8504251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74407 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8504250.000000 Penalty: 5572.819336
	Iteration 55Q: 3 clusters Score -8504250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8504258.000000 Penalty: 5572.819336
	Iteration 56Q: 3 clusters Score -8504258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8504254.000000 Penalty: 5572.819336
	Iteration 57Q: 3 clusters Score -8504254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74434 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8504278.000000 Penalty: 5572.819336
	Iteration 58Q: 3 clusters Score -8504278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8504289.000000 Penalty: 5572.819336
	Iteration 59Q: 3 clusters Score -8504289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74456 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8504295.000000 Penalty: 5572.819336
	Iteration 60F: 3 clusters Score -8504295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74464 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8504293.000000 Penalty: 5572.819336
	Iteration 61Q: 3 clusters Score -8504293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8504299.000000 Penalty: 5572.819336
	Iteration 62Q: 3 clusters Score -8504299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8504298.000000 Penalty: 5572.819336
	Iteration 63Q: 3 clusters Score -8504298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8504302.000000 Penalty: 5572.819336
	Iteration 64Q: 3 clusters Score -8504302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74470 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8504314.000000 Penalty: 5572.819336
	Iteration 65Q: 3 clusters Score -8504314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8504313.000000 Penalty: 5572.819336
	Iteration 66Q: 3 clusters Score -8504313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74478 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8504326.000000 Penalty: 5572.819336
	Iteration 67Q: 3 clusters Score -8504326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8504313.000000 Penalty: 5572.819336
	Iteration 68Q: 3 clusters Score -8504313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8504313.000000 Penalty: 5572.819336
	Iteration 69F: 3 clusters Score -8504313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Entering Unmasked Estep 
Score: -942617.562500 Penalty: 2220.855225
	Iteration 0F: 2 clusters Score -942617.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -936426.875000 Penalty: 4441.710449
	Iteration 0F: 3 clusters Score -936426.9 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -938130.750000 Penalty: 4441.710449
	Iteration 1F: 3 clusters Score -938130.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -938530.500000 Penalty: 4441.710449
	Iteration 2F: 3 clusters Score -938530.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -938874.187500 Penalty: 4441.710449
	Iteration 3F: 3 clusters Score -938874.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -939130.187500 Penalty: 4441.710449
	Iteration 4F: 3 clusters Score -939130.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -939356.562500 Penalty: 4441.710449
	Iteration 5Q: 3 clusters Score -939356.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -939563.500000 Penalty: 4441.710449
	Iteration 6Q: 3 clusters Score -939563.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -939750.125000 Penalty: 4441.710449
	Iteration 7Q: 3 clusters Score -939750.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -939915.125000 Penalty: 4441.710449
	Iteration 8Q: 3 clusters Score -939915.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -940084.937500 Penalty: 4441.710449
	Iteration 9Q: 3 clusters Score -940084.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -940241.125000 Penalty: 4441.710449
	Iteration 10Q: 3 clusters Score -940241.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -940367.750000 Penalty: 4441.710449
	Iteration 11Q: 3 clusters Score -940367.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -940474.187500 Penalty: 4441.710449
	Iteration 12Q: 3 clusters Score -940474.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -940550.312500 Penalty: 4441.710449
	Iteration 13Q: 3 clusters Score -940550.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -940600.937500 Penalty: 4441.710449
	Iteration 14Q: 3 clusters Score -940600.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -940643.937500 Penalty: 4441.710449
	Iteration 15Q: 3 clusters Score -940643.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -940671.687500 Penalty: 4441.710449
	Iteration 16Q: 3 clusters Score -940671.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -940698.125000 Penalty: 4441.710449
	Iteration 17Q: 3 clusters Score -940698.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -940714.312500 Penalty: 4441.710449
	Iteration 18Q: 3 clusters Score -940714.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -940728.500000 Penalty: 4441.710449
	Iteration 19Q: 3 clusters Score -940728.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -940737.250000 Penalty: 4441.710449
	Iteration 20F: 3 clusters Score -940737.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -940743.500000 Penalty: 4441.710449
	Iteration 21Q: 3 clusters Score -940743.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -940750.125000 Penalty: 4441.710449
	Iteration 22Q: 3 clusters Score -940750.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -940755.812500 Penalty: 4441.710449
	Iteration 23Q: 3 clusters Score -940755.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -940768.750000 Penalty: 4441.710449
	Iteration 24Q: 3 clusters Score -940768.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -940778.625000 Penalty: 4441.710449
	Iteration 25Q: 3 clusters Score -940778.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -940789.437500 Penalty: 4441.710449
	Iteration 26Q: 3 clusters Score -940789.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -940796.062500 Penalty: 4441.710449
	Iteration 27Q: 3 clusters Score -940796.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -940801.437500 Penalty: 4441.710449
	Iteration 28Q: 3 clusters Score -940801.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -940808.562500 Penalty: 4441.710449
	Iteration 29Q: 3 clusters Score -940808.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -940809.875000 Penalty: 4441.710449
	Iteration 30Q: 3 clusters Score -940809.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -940813.250000 Penalty: 4441.710449
	Iteration 31Q: 3 clusters Score -940813.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -940813.437500 Penalty: 4441.710449
	Iteration 32Q: 3 clusters Score -940813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -940812.875000 Penalty: 4441.710449
	Iteration 33Q: 3 clusters Score -940812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -940811.875000 Penalty: 4441.710449
	Iteration 34Q: 3 clusters Score -940811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -940812.437500 Penalty: 4441.710449
	Iteration 35Q: 3 clusters Score -940812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -940813.875000 Penalty: 4441.710449
	Iteration 36Q: 3 clusters Score -940813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -940812.562500 Penalty: 4441.710449
	Iteration 37Q: 3 clusters Score -940812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -940815.000000 Penalty: 4441.710449
	Iteration 38Q: 3 clusters Score -940815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -940815.000000 Penalty: 4441.710449
	Iteration 39F: 3 clusters Score -940815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Entering Unmasked Estep 
Score: -1836015.500000 Penalty: 2393.825684
	Iteration 0F: 2 clusters Score -1836016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1824845.375000 Penalty: 4787.651367
	Iteration 0F: 3 clusters Score -1824845 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1828576.500000 Penalty: 4787.651367
	Iteration 1F: 3 clusters Score -1828576 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1829276.125000 Penalty: 4787.651367
	Iteration 2F: 3 clusters Score -1829276 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1830078.000000 Penalty: 4787.651367
	Iteration 3F: 3 clusters Score -1830078 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1831239.125000 Penalty: 4787.651367
	Iteration 4F: 3 clusters Score -1831239 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1832570.625000 Penalty: 4787.651367
	Iteration 5F: 3 clusters Score -1832571 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1833731.750000 Penalty: 4787.651367
	Iteration 6F: 3 clusters Score -1833732 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1834621.875000 Penalty: 4787.651367
	Iteration 7F: 3 clusters Score -1834622 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1835329.250000 Penalty: 4787.651367
	Iteration 8F: 3 clusters Score -1835329 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1835904.625000 Penalty: 4787.651367
	Iteration 9Q: 3 clusters Score -1835905 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1836392.750000 Penalty: 4787.651367
	Iteration 10Q: 3 clusters Score -1836393 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1836810.500000 Penalty: 4787.651367
	Iteration 11Q: 3 clusters Score -1836810 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1837233.500000 Penalty: 4787.651367
	Iteration 12Q: 3 clusters Score -1837234 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1837581.500000 Penalty: 4787.651367
	Iteration 13Q: 3 clusters Score -1837582 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1837863.125000 Penalty: 4787.651367
	Iteration 14Q: 3 clusters Score -1837863 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1838055.750000 Penalty: 4787.651367
	Iteration 15Q: 3 clusters Score -1838056 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1838243.875000 Penalty: 4787.651367
	Iteration 16Q: 3 clusters Score -1838244 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1838433.875000 Penalty: 4787.651367
	Iteration 17Q: 3 clusters Score -1838434 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1838554.375000 Penalty: 4787.651367
	Iteration 18Q: 3 clusters Score -1838554 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1838594.125000 Penalty: 4787.651367
	Iteration 19Q: 3 clusters Score -1838594 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1838616.125000 Penalty: 4787.651367
	Iteration 20F: 3 clusters Score -1838616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1838631.625000 Penalty: 4787.651367
	Iteration 21Q: 3 clusters Score -1838632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1838646.625000 Penalty: 4787.651367
	Iteration 22Q: 3 clusters Score -1838647 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1838688.250000 Penalty: 4787.651367
	Iteration 23Q: 3 clusters Score -1838688 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1838720.250000 Penalty: 4787.651367
	Iteration 24Q: 3 clusters Score -1838720 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1838793.250000 Penalty: 4787.651367
	Iteration 25Q: 3 clusters Score -1838793 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1838860.625000 Penalty: 4787.651367
	Iteration 26Q: 3 clusters Score -1838861 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1838912.375000 Penalty: 4787.651367
	Iteration 27Q: 3 clusters Score -1838912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1838955.625000 Penalty: 4787.651367
	Iteration 28Q: 3 clusters Score -1838956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1839003.375000 Penalty: 4787.651367
	Iteration 29Q: 3 clusters Score -1839003 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1839040.750000 Penalty: 4787.651367
	Iteration 30Q: 3 clusters Score -1839041 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1839070.375000 Penalty: 4787.651367
	Iteration 31Q: 3 clusters Score -1839070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1839086.875000 Penalty: 4787.651367
	Iteration 32Q: 3 clusters Score -1839087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1839104.750000 Penalty: 4787.651367
	Iteration 33Q: 3 clusters Score -1839105 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1839117.250000 Penalty: 4787.651367
	Iteration 34Q: 3 clusters Score -1839117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1839127.750000 Penalty: 4787.651367
	Iteration 35Q: 3 clusters Score -1839128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1839127.875000 Penalty: 4787.651367
	Iteration 36Q: 3 clusters Score -1839128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1839130.500000 Penalty: 4787.651367
	Iteration 37Q: 3 clusters Score -1839130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1839132.000000 Penalty: 4787.651367
	Iteration 38Q: 3 clusters Score -1839132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1839133.125000 Penalty: 4787.651367
	Iteration 39Q: 3 clusters Score -1839133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1839143.750000 Penalty: 4787.651367
	Iteration 40F: 3 clusters Score -1839144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1839147.250000 Penalty: 4787.651367
	Iteration 41Q: 3 clusters Score -1839147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1839150.000000 Penalty: 4787.651367
	Iteration 42Q: 3 clusters Score -1839150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1839155.375000 Penalty: 4787.651367
	Iteration 43Q: 3 clusters Score -1839155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1839158.375000 Penalty: 4787.651367
	Iteration 44Q: 3 clusters Score -1839158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1839157.125000 Penalty: 4787.651367
	Iteration 45Q: 3 clusters Score -1839157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1839160.000000 Penalty: 4787.651367
	Iteration 46Q: 3 clusters Score -1839160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1839158.375000 Penalty: 4787.651367
	Iteration 47Q: 3 clusters Score -1839158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1839158.875000 Penalty: 4787.651367
	Iteration 48Q: 3 clusters Score -1839159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1839158.750000 Penalty: 4787.651367
	Iteration 49Q: 3 clusters Score -1839159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1839159.500000 Penalty: 4787.651367
	Iteration 50Q: 3 clusters Score -1839160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1839152.625000 Penalty: 4787.651367
	Iteration 51Q: 3 clusters Score -1839153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1839152.750000 Penalty: 4787.651367
	Iteration 52Q: 3 clusters Score -1839153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1839152.125000 Penalty: 4787.651367
	Iteration 53Q: 3 clusters Score -1839152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1839153.375000 Penalty: 4787.651367
	Iteration 54Q: 3 clusters Score -1839153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1839153.750000 Penalty: 4787.651367
	Iteration 55Q: 3 clusters Score -1839154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1839157.000000 Penalty: 4787.651367
	Iteration 56Q: 3 clusters Score -1839157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1839159.125000 Penalty: 4787.651367
	Iteration 57Q: 3 clusters Score -1839159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1839156.875000 Penalty: 4787.651367
	Iteration 58Q: 3 clusters Score -1839157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1839157.375000 Penalty: 4787.651367
	Iteration 59Q: 3 clusters Score -1839157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1839157.750000 Penalty: 4787.651367
	Iteration 60F: 3 clusters Score -1839158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1839160.125000 Penalty: 4787.651367
	Iteration 61Q: 3 clusters Score -1839160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1839159.375000 Penalty: 4787.651367
	Iteration 62Q: 3 clusters Score -1839159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1839159.375000 Penalty: 4787.651367
	Iteration 63F: 3 clusters Score -1839159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235495 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 75775 members 
Mstep: Class 15 contains 7747 members 
Mstep: Class 16 contains 6057 members 
Mstep: Class 17 contains 136484 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 9504 members 
Mstep: Class 21 contains 14876 members 
Mstep: Class 22 contains 6381 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16390 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41630 members 
Mstep: Class 32 contains 5065 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 15495 members 
Mstep: Class 35 contains 96625 members 
Mstep: Class 36 contains 32310 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4008 members 
Mstep: Class 47 contains 12458 members 
Mstep: Class 48 contains 7453 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10321 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16568 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15770 members 
Mstep: Class 61 contains 29415 members 
Mstep: Class 62 contains 32741 members 
Mstep: Class 63 contains 92135 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2430 members 
Mstep: Class 67 contains 4011 members 
Mstep: Class 68 contains 19129 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1707 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9737 members 
Entering Unmasked Estep 
Score: -154534496.000000 Penalty: 265529.687500
Splitting cluster 16 changes total score from -154532416.000000 to -154534496.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 17 (136484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136484 members 
Entering Unmasked Estep 
Score: -16565319.000000 Penalty: 2932.342529
	Iteration 0F: 2 clusters Score -1.656532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -16474376.000000 Penalty: 5864.685059
	Iteration 0F: 3 clusters Score -1.647438e+07 nChanged 65125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 68600 members 
Entering Unmasked Estep 
Score: -16512414.000000 Penalty: 5864.685059
	Iteration 1F: 3 clusters Score -1.651241e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -16513458.000000 Penalty: 5864.685059
	Iteration 2Q: 3 clusters Score -1.651346e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67248 members 
Mstep: Class 2 contains 69236 members 
Entering Unmasked Estep 
Score: -16514531.000000 Penalty: 5864.685059
	Iteration 3Q: 3 clusters Score -1.651453e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -16515545.000000 Penalty: 5864.685059
	Iteration 4Q: 3 clusters Score -1.651554e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -16516730.000000 Penalty: 5864.685059
	Iteration 5Q: 3 clusters Score -1.651673e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -16518016.000000 Penalty: 5864.685059
	Iteration 6Q: 3 clusters Score -1.651802e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -16519472.000000 Penalty: 5864.685059
	Iteration 7Q: 3 clusters Score -1.651947e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 74794 members 
Entering Unmasked Estep 
Score: -16521318.000000 Penalty: 5864.685059
	Iteration 8Q: 3 clusters Score -1.652132e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -16523361.000000 Penalty: 5864.685059
	Iteration 9Q: 3 clusters Score -1.652336e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -16525676.000000 Penalty: 5864.685059
	Iteration 10Q: 3 clusters Score -1.652568e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -16528208.000000 Penalty: 5864.685059
	Iteration 11Q: 3 clusters Score -1.652821e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 86500 members 
Entering Unmasked Estep 
Score: -16530910.000000 Penalty: 5864.685059
	Iteration 12Q: 3 clusters Score -1.653091e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 90154 members 
Entering Unmasked Estep 
Score: -16533895.000000 Penalty: 5864.685059
	Iteration 13Q: 3 clusters Score -1.65339e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -16537201.000000 Penalty: 5864.685059
	Iteration 14Q: 3 clusters Score -1.65372e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -16540382.000000 Penalty: 5864.685059
	Iteration 15Q: 3 clusters Score -1.654038e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -16543201.000000 Penalty: 5864.685059
	Iteration 16Q: 3 clusters Score -1.65432e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -16545421.000000 Penalty: 5864.685059
	Iteration 17Q: 3 clusters Score -1.654542e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 106788 members 
Entering Unmasked Estep 
Score: -16546997.000000 Penalty: 5864.685059
	Iteration 18Q: 3 clusters Score -1.6547e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 109609 members 
Entering Unmasked Estep 
Score: -16548283.000000 Penalty: 5864.685059
	Iteration 19Q: 3 clusters Score -1.654828e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 112329 members 
Entering Unmasked Estep 
Score: -16549493.000000 Penalty: 5864.685059
	Iteration 20F: 3 clusters Score -1.654949e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 114966 members 
Entering Unmasked Estep 
Score: -16550634.000000 Penalty: 5864.685059
	Iteration 21Q: 3 clusters Score -1.655063e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 117483 members 
Entering Unmasked Estep 
Score: -16551975.000000 Penalty: 5864.685059
	Iteration 22Q: 3 clusters Score -1.655198e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 119911 members 
Entering Unmasked Estep 
Score: -16553207.000000 Penalty: 5864.685059
	Iteration 23Q: 3 clusters Score -1.655321e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 122228 members 
Entering Unmasked Estep 
Score: -16554463.000000 Penalty: 5864.685059
	Iteration 24Q: 3 clusters Score -1.655446e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 124484 members 
Entering Unmasked Estep 
Score: -16555714.000000 Penalty: 5864.685059
	Iteration 25Q: 3 clusters Score -1.655571e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 126529 members 
Entering Unmasked Estep 
Score: -16556834.000000 Penalty: 5864.685059
	Iteration 26Q: 3 clusters Score -1.655683e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 128338 members 
Entering Unmasked Estep 
Score: -16557828.000000 Penalty: 5864.685059
	Iteration 27Q: 3 clusters Score -1.655783e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 129885 members 
Entering Unmasked Estep 
Score: -16558776.000000 Penalty: 5864.685059
	Iteration 28Q: 3 clusters Score -1.655878e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 131224 members 
Entering Unmasked Estep 
Score: -16559662.000000 Penalty: 5864.685059
	Iteration 29Q: 3 clusters Score -1.655966e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 132328 members 
Entering Unmasked Estep 
Score: -16560358.000000 Penalty: 5864.685059
	Iteration 30Q: 3 clusters Score -1.656036e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 133222 members 
Entering Unmasked Estep 
Score: -16560939.000000 Penalty: 5864.685059
	Iteration 31Q: 3 clusters Score -1.656094e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 133913 members 
Entering Unmasked Estep 
Score: -16561433.000000 Penalty: 5864.685059
	Iteration 32Q: 3 clusters Score -1.656143e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 134434 members 
Entering Unmasked Estep 
Score: -16561801.000000 Penalty: 5864.685059
	Iteration 33Q: 3 clusters Score -1.65618e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 134825 members 
Entering Unmasked Estep 
Score: -16562039.000000 Penalty: 5864.685059
	Iteration 34Q: 3 clusters Score -1.656204e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 135124 members 
Entering Unmasked Estep 
Score: -16562243.000000 Penalty: 5864.685059
	Iteration 35Q: 3 clusters Score -1.656224e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 135338 members 
Entering Unmasked Estep 
Score: -16562390.000000 Penalty: 5864.685059
	Iteration 36Q: 3 clusters Score -1.656239e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 135484 members 
Entering Unmasked Estep 
Score: -16562534.000000 Penalty: 5864.685059
	Iteration 37Q: 3 clusters Score -1.656253e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 135577 members 
Entering Unmasked Estep 
Score: -16562605.000000 Penalty: 5864.685059
	Iteration 38Q: 3 clusters Score -1.65626e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 135649 members 
Entering Unmasked Estep 
Score: -16562658.000000 Penalty: 5864.685059
	Iteration 39Q: 3 clusters Score -1.656266e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 135714 members 
Entering Unmasked Estep 
Score: -16562719.000000 Penalty: 5864.685059
	Iteration 40F: 3 clusters Score -1.656272e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 135755 members 
Entering Unmasked Estep 
Score: -16562749.000000 Penalty: 5864.685059
	Iteration 41Q: 3 clusters Score -1.656275e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 135777 members 
Entering Unmasked Estep 
Score: -16562757.000000 Penalty: 5864.685059
	Iteration 42Q: 3 clusters Score -1.656276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 135793 members 
Entering Unmasked Estep 
Score: -16562765.000000 Penalty: 5864.685059
	Iteration 43Q: 3 clusters Score -1.656276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 135800 members 
Entering Unmasked Estep 
Score: -16562777.000000 Penalty: 5864.685059
	Iteration 44Q: 3 clusters Score -1.656278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 135804 members 
Entering Unmasked Estep 
Score: -16562785.000000 Penalty: 5864.685059
	Iteration 45Q: 3 clusters Score -1.656278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 135812 members 
Entering Unmasked Estep 
Score: -16562793.000000 Penalty: 5864.685059
	Iteration 46Q: 3 clusters Score -1.656279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 135818 members 
Entering Unmasked Estep 
Score: -16562791.000000 Penalty: 5864.685059
	Iteration 47Q: 3 clusters Score -1.656279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 135819 members 
Entering Unmasked Estep 
Score: -16562785.000000 Penalty: 5864.685059
	Iteration 48Q: 3 clusters Score -1.656278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 135821 members 
Entering Unmasked Estep 
Score: -16562789.000000 Penalty: 5864.685059
	Iteration 49Q: 3 clusters Score -1.656279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 135822 members 
Entering Unmasked Estep 
Score: -16562787.000000 Penalty: 5864.685059
	Iteration 50Q: 3 clusters Score -1.656279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 135825 members 
Entering Unmasked Estep 
Score: -16562807.000000 Penalty: 5864.685059
	Iteration 51Q: 3 clusters Score -1.656281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 135827 members 
Entering Unmasked Estep 
Score: -16562795.000000 Penalty: 5864.685059
	Iteration 52Q: 3 clusters Score -1.65628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 135829 members 
Entering Unmasked Estep 
Score: -16562798.000000 Penalty: 5864.685059
	Iteration 53Q: 3 clusters Score -1.65628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 135831 members 
Entering Unmasked Estep 
Score: -16562798.000000 Penalty: 5864.685059
	Iteration 54Q: 3 clusters Score -1.65628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 135832 members 
Entering Unmasked Estep 
Score: -16562792.000000 Penalty: 5864.685059
	Iteration 55Q: 3 clusters Score -1.656279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 135833 members 
Entering Unmasked Estep 
Score: -16562793.000000 Penalty: 5864.685059
	Iteration 56Q: 3 clusters Score -1.656279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 135835 members 
Entering Unmasked Estep 
Score: -16562801.000000 Penalty: 5864.685059
	Iteration 57Q: 3 clusters Score -1.65628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 135835 members 
Entering Unmasked Estep 
Score: -16562801.000000 Penalty: 5864.685059
	Iteration 58F: 3 clusters Score -1.65628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Entering Unmasked Estep 
Score: -1637528.875000 Penalty: 2351.320312
	Iteration 0F: 2 clusters Score -1637529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1627868.750000 Penalty: 4702.640625
	Iteration 0F: 3 clusters Score -1627869 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1630930.375000 Penalty: 4702.640625
	Iteration 1F: 3 clusters Score -1630930 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1631247.875000 Penalty: 4702.640625
	Iteration 2F: 3 clusters Score -1631248 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1631507.750000 Penalty: 4702.640625
	Iteration 3Q: 3 clusters Score -1631508 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1631792.000000 Penalty: 4702.640625
	Iteration 4Q: 3 clusters Score -1631792 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1632107.500000 Penalty: 4702.640625
	Iteration 5Q: 3 clusters Score -1632108 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1632509.125000 Penalty: 4702.640625
	Iteration 6Q: 3 clusters Score -1632509 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1632901.125000 Penalty: 4702.640625
	Iteration 7Q: 3 clusters Score -1632901 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1633396.500000 Penalty: 4702.640625
	Iteration 8Q: 3 clusters Score -1633396 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1633970.625000 Penalty: 4702.640625
	Iteration 9F: 3 clusters Score -1633971 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1634523.625000 Penalty: 4702.640625
	Iteration 10F: 3 clusters Score -1634524 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1635008.750000 Penalty: 4702.640625
	Iteration 11Q: 3 clusters Score -1635009 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1635400.125000 Penalty: 4702.640625
	Iteration 12Q: 3 clusters Score -1635400 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1635637.125000 Penalty: 4702.640625
	Iteration 13Q: 3 clusters Score -1635637 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1635763.000000 Penalty: 4702.640625
	Iteration 14Q: 3 clusters Score -1635763 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1635848.500000 Penalty: 4702.640625
	Iteration 15Q: 3 clusters Score -1635848 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1635911.500000 Penalty: 4702.640625
	Iteration 16Q: 3 clusters Score -1635912 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1635958.875000 Penalty: 4702.640625
	Iteration 17Q: 3 clusters Score -1635959 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1636007.500000 Penalty: 4702.640625
	Iteration 18Q: 3 clusters Score -1636008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1636057.375000 Penalty: 4702.640625
	Iteration 19Q: 3 clusters Score -1636057 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1636120.500000 Penalty: 4702.640625
	Iteration 20F: 3 clusters Score -1636120 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1636195.500000 Penalty: 4702.640625
	Iteration 21Q: 3 clusters Score -1636196 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1636288.250000 Penalty: 4702.640625
	Iteration 22Q: 3 clusters Score -1636288 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1636367.125000 Penalty: 4702.640625
	Iteration 23Q: 3 clusters Score -1636367 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1636445.375000 Penalty: 4702.640625
	Iteration 24Q: 3 clusters Score -1636445 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1636499.875000 Penalty: 4702.640625
	Iteration 25Q: 3 clusters Score -1636500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1636556.750000 Penalty: 4702.640625
	Iteration 26Q: 3 clusters Score -1636557 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1636599.875000 Penalty: 4702.640625
	Iteration 27Q: 3 clusters Score -1636600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1636618.125000 Penalty: 4702.640625
	Iteration 28Q: 3 clusters Score -1636618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1636625.000000 Penalty: 4702.640625
	Iteration 29Q: 3 clusters Score -1636625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1636627.875000 Penalty: 4702.640625
	Iteration 30Q: 3 clusters Score -1636628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1636630.375000 Penalty: 4702.640625
	Iteration 31Q: 3 clusters Score -1636630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1636639.000000 Penalty: 4702.640625
	Iteration 32Q: 3 clusters Score -1636639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1636640.125000 Penalty: 4702.640625
	Iteration 33Q: 3 clusters Score -1636640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1636642.875000 Penalty: 4702.640625
	Iteration 34Q: 3 clusters Score -1636643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1636645.000000 Penalty: 4702.640625
	Iteration 35Q: 3 clusters Score -1636645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1636647.125000 Penalty: 4702.640625
	Iteration 36Q: 3 clusters Score -1636647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1636645.625000 Penalty: 4702.640625
	Iteration 37Q: 3 clusters Score -1636646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1636642.875000 Penalty: 4702.640625
	Iteration 38Q: 3 clusters Score -1636643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1636646.250000 Penalty: 4702.640625
	Iteration 39Q: 3 clusters Score -1636646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1636648.000000 Penalty: 4702.640625
	Iteration 40F: 3 clusters Score -1636648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1636648.750000 Penalty: 4702.640625
	Iteration 41Q: 3 clusters Score -1636649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1636648.750000 Penalty: 4702.640625
	Iteration 42F: 3 clusters Score -1636649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -221474.359375 Penalty: 1870.074219
	Iteration 0F: 2 clusters Score -221474.4 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 947 members 
Entering Unmasked Estep 
Score: -218931.562500 Penalty: 3740.148438
	Iteration 0F: 3 clusters Score -218931.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -219362.343750 Penalty: 3740.148438
	Iteration 1F: 3 clusters Score -219362.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219464.109375 Penalty: 3740.148438
	Iteration 2F: 3 clusters Score -219464.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219521.859375 Penalty: 3740.148438
	Iteration 3Q: 3 clusters Score -219521.9 nChanged 46
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: -219555.453125 Penalty: 3740.148438
	Iteration 4Q: 3 clusters Score -219555.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -219583.031250 Penalty: 3740.148438
	Iteration 5Q: 3 clusters Score -219583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -219602.609375 Penalty: 3740.148438
	Iteration 6Q: 3 clusters Score -219602.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -219619.437500 Penalty: 3740.148438
	Iteration 7Q: 3 clusters Score -219619.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -219636.109375 Penalty: 3740.148438
	Iteration 8Q: 3 clusters Score -219636.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -219650.765625 Penalty: 3740.148438
	Iteration 9Q: 3 clusters Score -219650.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -219656.531250 Penalty: 3740.148438
	Iteration 10Q: 3 clusters Score -219656.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -219663.046875 Penalty: 3740.148438
	Iteration 11Q: 3 clusters Score -219663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -219669.046875 Penalty: 3740.148438
	Iteration 12Q: 3 clusters Score -219669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -219677.765625 Penalty: 3740.148438
	Iteration 13Q: 3 clusters Score -219677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -219680.843750 Penalty: 3740.148438
	Iteration 14Q: 3 clusters Score -219680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -219682.906250 Penalty: 3740.148438
	Iteration 15Q: 3 clusters Score -219682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -219684.890625 Penalty: 3740.148438
	Iteration 16Q: 3 clusters Score -219684.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -219687.296875 Penalty: 3740.148438
	Iteration 17Q: 3 clusters Score -219687.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -219690.453125 Penalty: 3740.148438
	Iteration 18Q: 3 clusters Score -219690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -219690.875000 Penalty: 3740.148438
	Iteration 19Q: 3 clusters Score -219690.9 nChanged 2
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: -219691.562500 Penalty: 3740.148438
	Iteration 20F: 3 clusters Score -219691.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -219692.703125 Penalty: 3740.148438
	Iteration 21Q: 3 clusters Score -219692.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -219692.703125 Penalty: 3740.148438
	Iteration 22F: 3 clusters Score -219692.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Entering Unmasked Estep 
Score: -1755203.125000 Penalty: 2382.661133
	Iteration 0F: 2 clusters Score -1755203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1744382.625000 Penalty: 4765.322266
	Iteration 0F: 3 clusters Score -1744383 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1747965.250000 Penalty: 4765.322266
	Iteration 1F: 3 clusters Score -1747965 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1748603.375000 Penalty: 4765.322266
	Iteration 2F: 3 clusters Score -1748603 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1749397.250000 Penalty: 4765.322266
	Iteration 3F: 3 clusters Score -1749397 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1750448.000000 Penalty: 4765.322266
	Iteration 4F: 3 clusters Score -1750448 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1751633.250000 Penalty: 4765.322266
	Iteration 5F: 3 clusters Score -1751633 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1752645.125000 Penalty: 4765.322266
	Iteration 6F: 3 clusters Score -1752645 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1753449.375000 Penalty: 4765.322266
	Iteration 7F: 3 clusters Score -1753449 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1754114.125000 Penalty: 4765.322266
	Iteration 8F: 3 clusters Score -1754114 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1754764.375000 Penalty: 4765.322266
	Iteration 9Q: 3 clusters Score -1754764 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1755266.000000 Penalty: 4765.322266
	Iteration 10Q: 3 clusters Score -1755266 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1755573.500000 Penalty: 4765.322266
	Iteration 11Q: 3 clusters Score -1755574 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1755736.750000 Penalty: 4765.322266
	Iteration 12Q: 3 clusters Score -1755737 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1755818.875000 Penalty: 4765.322266
	Iteration 13Q: 3 clusters Score -1755819 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1755855.750000 Penalty: 4765.322266
	Iteration 14Q: 3 clusters Score -1755856 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1755872.500000 Penalty: 4765.322266
	Iteration 15Q: 3 clusters Score -1755872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1755879.750000 Penalty: 4765.322266
	Iteration 16Q: 3 clusters Score -1755880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1755885.750000 Penalty: 4765.322266
	Iteration 17Q: 3 clusters Score -1755886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1755891.125000 Penalty: 4765.322266
	Iteration 18Q: 3 clusters Score -1755891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1755895.000000 Penalty: 4765.322266
	Iteration 19Q: 3 clusters Score -1755895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1755893.750000 Penalty: 4765.322266
	Iteration 20F: 3 clusters Score -1755894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1755895.250000 Penalty: 4765.322266
	Iteration 21Q: 3 clusters Score -1755895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1755896.000000 Penalty: 4765.322266
	Iteration 22Q: 3 clusters Score -1755896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1755897.250000 Penalty: 4765.322266
	Iteration 23Q: 3 clusters Score -1755897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1755896.250000 Penalty: 4765.322266
	Iteration 24Q: 3 clusters Score -1755896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1755897.750000 Penalty: 4765.322266
	Iteration 25Q: 3 clusters Score -1755898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1755899.125000 Penalty: 4765.322266
	Iteration 26Q: 3 clusters Score -1755899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1755899.125000 Penalty: 4765.322266
	Iteration 27F: 3 clusters Score -1755899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235495 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 75775 members 
Mstep: Class 15 contains 7747 members 
Mstep: Class 16 contains 6057 members 
Mstep: Class 17 contains 136484 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 9504 members 
Mstep: Class 21 contains 3966 members 
Mstep: Class 22 contains 6381 members 
Mstep: Class 23 contains 1840 members 
Mstep: Class 24 contains 16390 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41630 members 
Mstep: Class 32 contains 5065 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 15495 members 
Mstep: Class 35 contains 96625 members 
Mstep: Class 36 contains 32310 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4008 members 
Mstep: Class 47 contains 12458 members 
Mstep: Class 48 contains 7453 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10321 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16568 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15770 members 
Mstep: Class 61 contains 29415 members 
Mstep: Class 62 contains 32741 members 
Mstep: Class 63 contains 92135 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2430 members 
Mstep: Class 67 contains 4011 members 
Mstep: Class 68 contains 19129 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1707 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9737 members 
Mstep: Class 77 contains 10910 members 
Entering Unmasked Estep 
Score: -154533904.000000 Penalty: 269023.500000
Splitting cluster 21 changes total score from -154532416.000000 to -154533904.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 22 (6381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Entering Unmasked Estep 
Score: -667138.250000 Penalty: 2172.747803
	Iteration 0F: 2 clusters Score -667138.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -661801.437500 Penalty: 4345.495605
	Iteration 0F: 3 clusters Score -661801.4 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -663556.750000 Penalty: 4345.495605
	Iteration 1F: 3 clusters Score -663556.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -664082.687500 Penalty: 4345.495605
	Iteration 2F: 3 clusters Score -664082.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -664483.375000 Penalty: 4345.495605
	Iteration 3F: 3 clusters Score -664483.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -664812.375000 Penalty: 4345.495605
	Iteration 4F: 3 clusters Score -664812.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -665120.437500 Penalty: 4345.495605
	Iteration 5F: 3 clusters Score -665120.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -665381.250000 Penalty: 4345.495605
	Iteration 6Q: 3 clusters Score -665381.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -665583.562500 Penalty: 4345.495605
	Iteration 7Q: 3 clusters Score -665583.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -665745.875000 Penalty: 4345.495605
	Iteration 8Q: 3 clusters Score -665745.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -665890.812500 Penalty: 4345.495605
	Iteration 9Q: 3 clusters Score -665890.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -665997.687500 Penalty: 4345.495605
	Iteration 10Q: 3 clusters Score -665997.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -666088.437500 Penalty: 4345.495605
	Iteration 11Q: 3 clusters Score -666088.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -666168.625000 Penalty: 4345.495605
	Iteration 12Q: 3 clusters Score -666168.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -666219.937500 Penalty: 4345.495605
	Iteration 13Q: 3 clusters Score -666219.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -666252.312500 Penalty: 4345.495605
	Iteration 14Q: 3 clusters Score -666252.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -666275.125000 Penalty: 4345.495605
	Iteration 15Q: 3 clusters Score -666275.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -666294.312500 Penalty: 4345.495605
	Iteration 16Q: 3 clusters Score -666294.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -666319.500000 Penalty: 4345.495605
	Iteration 17Q: 3 clusters Score -666319.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -666332.812500 Penalty: 4345.495605
	Iteration 18Q: 3 clusters Score -666332.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -666338.125000 Penalty: 4345.495605
	Iteration 19Q: 3 clusters Score -666338.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -666341.875000 Penalty: 4345.495605
	Iteration 20F: 3 clusters Score -666341.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -666343.812500 Penalty: 4345.495605
	Iteration 21Q: 3 clusters Score -666343.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -666349.062500 Penalty: 4345.495605
	Iteration 22Q: 3 clusters Score -666349.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -666351.125000 Penalty: 4345.495605
	Iteration 23Q: 3 clusters Score -666351.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -666351.375000 Penalty: 4345.495605
	Iteration 24Q: 3 clusters Score -666351.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -666353.125000 Penalty: 4345.495605
	Iteration 25Q: 3 clusters Score -666353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -666354.312500 Penalty: 4345.495605
	Iteration 26Q: 3 clusters Score -666354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -666355.687500 Penalty: 4345.495605
	Iteration 27Q: 3 clusters Score -666355.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -666357.437500 Penalty: 4345.495605
	Iteration 28Q: 3 clusters Score -666357.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -666358.125000 Penalty: 4345.495605
	Iteration 29Q: 3 clusters Score -666358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -666357.875000 Penalty: 4345.495605
	Iteration 30Q: 3 clusters Score -666357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -666358.187500 Penalty: 4345.495605
	Iteration 31Q: 3 clusters Score -666358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -666358.687500 Penalty: 4345.495605
	Iteration 32Q: 3 clusters Score -666358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -666359.500000 Penalty: 4345.495605
	Iteration 33Q: 3 clusters Score -666359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -666359.875000 Penalty: 4345.495605
	Iteration 34Q: 3 clusters Score -666359.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -666358.312500 Penalty: 4345.495605
	Iteration 35Q: 3 clusters Score -666358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -666358.812500 Penalty: 4345.495605
	Iteration 36Q: 3 clusters Score -666358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -666359.875000 Penalty: 4345.495605
	Iteration 37Q: 3 clusters Score -666359.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -666361.125000 Penalty: 4345.495605
	Iteration 38Q: 3 clusters Score -666361.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -666360.312500 Penalty: 4345.495605
	Iteration 39Q: 3 clusters Score -666360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -666363.000000 Penalty: 4345.495605
	Iteration 40F: 3 clusters Score -666363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -666362.437500 Penalty: 4345.495605
	Iteration 41Q: 3 clusters Score -666362.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -666366.062500 Penalty: 4345.495605
	Iteration 42Q: 3 clusters Score -666366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -666367.125000 Penalty: 4345.495605
	Iteration 43Q: 3 clusters Score -666367.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -666367.437500 Penalty: 4345.495605
	Iteration 44Q: 3 clusters Score -666367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -666366.687500 Penalty: 4345.495605
	Iteration 45Q: 3 clusters Score -666366.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -666366.687500 Penalty: 4345.495605
	Iteration 46F: 3 clusters Score -666366.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -208006.484375 Penalty: 1864.345215
	Iteration 0F: 2 clusters Score -208006.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -205529.015625 Penalty: 3728.690430
	Iteration 0F: 3 clusters Score -205529 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -206005.203125 Penalty: 3728.690430
	Iteration 1F: 3 clusters Score -206005.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -206178.343750 Penalty: 3728.690430
	Iteration 2F: 3 clusters Score -206178.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -206327.484375 Penalty: 3728.690430
	Iteration 3F: 3 clusters Score -206327.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -206507.531250 Penalty: 3728.690430
	Iteration 4F: 3 clusters Score -206507.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -206650.484375 Penalty: 3728.690430
	Iteration 5Q: 3 clusters Score -206650.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -206813.171875 Penalty: 3728.690430
	Iteration 6Q: 3 clusters Score -206813.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -206992.890625 Penalty: 3728.690430
	Iteration 7Q: 3 clusters Score -206992.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -207190.437500 Penalty: 3728.690430
	Iteration 8Q: 3 clusters Score -207190.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -207356.515625 Penalty: 3728.690430
	Iteration 9Q: 3 clusters Score -207356.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -207486.109375 Penalty: 3728.690430
	Iteration 10Q: 3 clusters Score -207486.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -207588.718750 Penalty: 3728.690430
	Iteration 11Q: 3 clusters Score -207588.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -207660.578125 Penalty: 3728.690430
	Iteration 12Q: 3 clusters Score -207660.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -207713.671875 Penalty: 3728.690430
	Iteration 13Q: 3 clusters Score -207713.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -207790.250000 Penalty: 3728.690430
	Iteration 14Q: 3 clusters Score -207790.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -207921.671875 Penalty: 3728.690430
	Iteration 15Q: 3 clusters Score -207921.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -208077.109375 Penalty: 3728.690430
	Iteration 16Q: 3 clusters Score -208077.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -208205.484375 Penalty: 3728.690430
	Iteration 17Q: 3 clusters Score -208205.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -208300.125000 Penalty: 3728.690430
	Iteration 18Q: 3 clusters Score -208300.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -208344.562500 Penalty: 3728.690430
	Iteration 19Q: 3 clusters Score -208344.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -208368.390625 Penalty: 3728.690430
	Iteration 20F: 3 clusters Score -208368.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -208387.625000 Penalty: 3728.690430
	Iteration 21Q: 3 clusters Score -208387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -208395.812500 Penalty: 3728.690430
	Iteration 22Q: 3 clusters Score -208395.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -208402.328125 Penalty: 3728.690430
	Iteration 23Q: 3 clusters Score -208402.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -208403.656250 Penalty: 3728.690430
	Iteration 24Q: 3 clusters Score -208403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -208404.296875 Penalty: 3728.690430
	Iteration 25Q: 3 clusters Score -208404.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -208407.015625 Penalty: 3728.690430
	Iteration 26Q: 3 clusters Score -208407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -208408.562500 Penalty: 3728.690430
	Iteration 27Q: 3 clusters Score -208408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -208409.625000 Penalty: 3728.690430
	Iteration 28Q: 3 clusters Score -208409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -208410.578125 Penalty: 3728.690430
	Iteration 29Q: 3 clusters Score -208410.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -208410.578125 Penalty: 3728.690430
	Iteration 30F: 3 clusters Score -208410.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235495 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 75775 members 
Mstep: Class 15 contains 7747 members 
Mstep: Class 16 contains 6057 members 
Mstep: Class 17 contains 136484 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 9504 members 
Mstep: Class 21 contains 3966 members 
Mstep: Class 22 contains 6381 members 
Mstep: Class 23 contains 1060 members 
Mstep: Class 24 contains 16390 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41630 members 
Mstep: Class 32 contains 5065 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 15495 members 
Mstep: Class 35 contains 96625 members 
Mstep: Class 36 contains 32310 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4008 members 
Mstep: Class 47 contains 12458 members 
Mstep: Class 48 contains 7453 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10321 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16568 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15770 members 
Mstep: Class 61 contains 29415 members 
Mstep: Class 62 contains 32741 members 
Mstep: Class 63 contains 92135 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2430 members 
Mstep: Class 67 contains 4011 members 
Mstep: Class 68 contains 19129 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1707 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9737 members 
Mstep: Class 77 contains 10910 members 
Mstep: Class 78 contains 780 members 
Entering Unmasked Estep 
Score: -154532640.000000 Penalty: 272517.312500
Splitting cluster 23 changes total score from -154532416.000000 to -154532640.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 24 (16390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Entering Unmasked Estep 
Score: -1957543.875000 Penalty: 2406.697754
	Iteration 0F: 2 clusters Score -1957544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1945786.625000 Penalty: 4813.395508
	Iteration 0F: 3 clusters Score -1945787 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1949720.375000 Penalty: 4813.395508
	Iteration 1F: 3 clusters Score -1949720 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1950190.000000 Penalty: 4813.395508
	Iteration 2F: 3 clusters Score -1950190 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1950563.625000 Penalty: 4813.395508
	Iteration 3F: 3 clusters Score -1950564 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1950915.375000 Penalty: 4813.395508
	Iteration 4Q: 3 clusters Score -1950915 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1951284.750000 Penalty: 4813.395508
	Iteration 5Q: 3 clusters Score -1951285 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1951715.875000 Penalty: 4813.395508
	Iteration 6Q: 3 clusters Score -1951716 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1952180.000000 Penalty: 4813.395508
	Iteration 7Q: 3 clusters Score -1952180 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1952655.625000 Penalty: 4813.395508
	Iteration 8Q: 3 clusters Score -1952656 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1953095.250000 Penalty: 4813.395508
	Iteration 9Q: 3 clusters Score -1953095 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1953501.750000 Penalty: 4813.395508
	Iteration 10Q: 3 clusters Score -1953502 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1953841.250000 Penalty: 4813.395508
	Iteration 11Q: 3 clusters Score -1953841 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1954091.250000 Penalty: 4813.395508
	Iteration 12Q: 3 clusters Score -1954091 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1954261.375000 Penalty: 4813.395508
	Iteration 13Q: 3 clusters Score -1954261 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1954372.250000 Penalty: 4813.395508
	Iteration 14Q: 3 clusters Score -1954372 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1954437.125000 Penalty: 4813.395508
	Iteration 15Q: 3 clusters Score -1954437 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1954475.875000 Penalty: 4813.395508
	Iteration 16Q: 3 clusters Score -1954476 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1954500.125000 Penalty: 4813.395508
	Iteration 17Q: 3 clusters Score -1954500 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1954525.375000 Penalty: 4813.395508
	Iteration 18Q: 3 clusters Score -1954525 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1954543.875000 Penalty: 4813.395508
	Iteration 19Q: 3 clusters Score -1954544 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1954567.625000 Penalty: 4813.395508
	Iteration 20F: 3 clusters Score -1954568 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1954582.125000 Penalty: 4813.395508
	Iteration 21Q: 3 clusters Score -1954582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1954609.375000 Penalty: 4813.395508
	Iteration 22Q: 3 clusters Score -1954609 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1954638.875000 Penalty: 4813.395508
	Iteration 23Q: 3 clusters Score -1954639 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1954665.875000 Penalty: 4813.395508
	Iteration 24Q: 3 clusters Score -1954666 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1954710.000000 Penalty: 4813.395508
	Iteration 25Q: 3 clusters Score -1954710 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1954755.875000 Penalty: 4813.395508
	Iteration 26Q: 3 clusters Score -1954756 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1954813.125000 Penalty: 4813.395508
	Iteration 27Q: 3 clusters Score -1954813 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1954870.125000 Penalty: 4813.395508
	Iteration 28Q: 3 clusters Score -1954870 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1954966.500000 Penalty: 4813.395508
	Iteration 29Q: 3 clusters Score -1954966 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1955061.875000 Penalty: 4813.395508
	Iteration 30Q: 3 clusters Score -1955062 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1955142.375000 Penalty: 4813.395508
	Iteration 31Q: 3 clusters Score -1955142 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1955238.125000 Penalty: 4813.395508
	Iteration 32Q: 3 clusters Score -1955238 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1955352.250000 Penalty: 4813.395508
	Iteration 33Q: 3 clusters Score -1955352 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1955446.000000 Penalty: 4813.395508
	Iteration 34Q: 3 clusters Score -1955446 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1955540.875000 Penalty: 4813.395508
	Iteration 35Q: 3 clusters Score -1955541 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1955613.000000 Penalty: 4813.395508
	Iteration 36Q: 3 clusters Score -1955613 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1955666.625000 Penalty: 4813.395508
	Iteration 37Q: 3 clusters Score -1955667 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1955694.375000 Penalty: 4813.395508
	Iteration 38Q: 3 clusters Score -1955694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1955731.375000 Penalty: 4813.395508
	Iteration 39Q: 3 clusters Score -1955731 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1955777.875000 Penalty: 4813.395508
	Iteration 40F: 3 clusters Score -1955778 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1955836.750000 Penalty: 4813.395508
	Iteration 41Q: 3 clusters Score -1955837 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1955910.375000 Penalty: 4813.395508
	Iteration 42Q: 3 clusters Score -1955910 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1956003.875000 Penalty: 4813.395508
	Iteration 43Q: 3 clusters Score -1956004 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1956081.000000 Penalty: 4813.395508
	Iteration 44Q: 3 clusters Score -1956081 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1956165.375000 Penalty: 4813.395508
	Iteration 45Q: 3 clusters Score -1956165 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1956220.125000 Penalty: 4813.395508
	Iteration 46Q: 3 clusters Score -1956220 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1956274.750000 Penalty: 4813.395508
	Iteration 47Q: 3 clusters Score -1956275 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1956315.375000 Penalty: 4813.395508
	Iteration 48Q: 3 clusters Score -1956315 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1956353.625000 Penalty: 4813.395508
	Iteration 49Q: 3 clusters Score -1956354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1956384.000000 Penalty: 4813.395508
	Iteration 50Q: 3 clusters Score -1956384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1956401.375000 Penalty: 4813.395508
	Iteration 51Q: 3 clusters Score -1956401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1956417.500000 Penalty: 4813.395508
	Iteration 52Q: 3 clusters Score -1956418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1956422.875000 Penalty: 4813.395508
	Iteration 53Q: 3 clusters Score -1956423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1956432.000000 Penalty: 4813.395508
	Iteration 54Q: 3 clusters Score -1956432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1956431.750000 Penalty: 4813.395508
	Iteration 55Q: 3 clusters Score -1956432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1956436.000000 Penalty: 4813.395508
	Iteration 56Q: 3 clusters Score -1956436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1956448.625000 Penalty: 4813.395508
	Iteration 57Q: 3 clusters Score -1956449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1956452.250000 Penalty: 4813.395508
	Iteration 58Q: 3 clusters Score -1956452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1956457.125000 Penalty: 4813.395508
	Iteration 59Q: 3 clusters Score -1956457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1956461.375000 Penalty: 4813.395508
	Iteration 60F: 3 clusters Score -1956461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1956469.750000 Penalty: 4813.395508
	Iteration 61Q: 3 clusters Score -1956470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1956471.250000 Penalty: 4813.395508
	Iteration 62Q: 3 clusters Score -1956471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1956471.500000 Penalty: 4813.395508
	Iteration 63Q: 3 clusters Score -1956472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1956474.250000 Penalty: 4813.395508
	Iteration 64Q: 3 clusters Score -1956474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1956474.500000 Penalty: 4813.395508
	Iteration 65Q: 3 clusters Score -1956474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1956473.250000 Penalty: 4813.395508
	Iteration 66Q: 3 clusters Score -1956473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1956475.625000 Penalty: 4813.395508
	Iteration 67Q: 3 clusters Score -1956476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1956477.125000 Penalty: 4813.395508
	Iteration 68Q: 3 clusters Score -1956477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1956475.875000 Penalty: 4813.395508
	Iteration 69Q: 3 clusters Score -1956476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1956480.125000 Penalty: 4813.395508
	Iteration 70Q: 3 clusters Score -1956480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1956480.500000 Penalty: 4813.395508
	Iteration 71Q: 3 clusters Score -1956480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1956484.250000 Penalty: 4813.395508
	Iteration 72Q: 3 clusters Score -1956484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1956482.000000 Penalty: 4813.395508
	Iteration 73Q: 3 clusters Score -1956482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1956483.375000 Penalty: 4813.395508
	Iteration 74Q: 3 clusters Score -1956483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1956483.875000 Penalty: 4813.395508
	Iteration 75Q: 3 clusters Score -1956484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1956486.000000 Penalty: 4813.395508
	Iteration 76Q: 3 clusters Score -1956486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1956486.000000 Penalty: 4813.395508
	Iteration 77F: 3 clusters Score -1956486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -151423.140625 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -151423.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -149501.906250 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -149501.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -149840.546875 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -149840.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -150121.406250 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -150121.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -150628.234375 Penalty: 3417.237305
	Iteration 3F: 3 clusters Score -150628.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -150881.125000 Penalty: 3417.237305
	Iteration 4F: 3 clusters Score -150881.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -151057.062500 Penalty: 3417.237305
	Iteration 5F: 3 clusters Score -151057.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -151297.937500 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -151297.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -151419.390625 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -151419.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -151500.593750 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -151500.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -151556.515625 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -151556.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -151586.437500 Penalty: 3417.237305
	Iteration 10Q: 3 clusters Score -151586.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -151602.390625 Penalty: 3417.237305
	Iteration 11Q: 3 clusters Score -151602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -151616.718750 Penalty: 3417.237305
	Iteration 12Q: 3 clusters Score -151616.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -151629.625000 Penalty: 3417.237305
	Iteration 13Q: 3 clusters Score -151629.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -151636.953125 Penalty: 3417.237305
	Iteration 14Q: 3 clusters Score -151637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -151638.437500 Penalty: 3417.237305
	Iteration 15Q: 3 clusters Score -151638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -151641.953125 Penalty: 3417.237305
	Iteration 16Q: 3 clusters Score -151642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -151643.687500 Penalty: 3417.237305
	Iteration 17Q: 3 clusters Score -151643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -151644.750000 Penalty: 3417.237305
	Iteration 18Q: 3 clusters Score -151644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -151647.296875 Penalty: 3417.237305
	Iteration 19Q: 3 clusters Score -151647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -151651.406250 Penalty: 3417.237305
	Iteration 20F: 3 clusters Score -151651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235495 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 75775 members 
Mstep: Class 15 contains 7747 members 
Mstep: Class 16 contains 6057 members 
Mstep: Class 17 contains 136484 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 9504 members 
Mstep: Class 21 contains 3966 members 
Mstep: Class 22 contains 6381 members 
Mstep: Class 23 contains 1060 members 
Mstep: Class 24 contains 16390 members 
Mstep: Class 25 contains 640 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41630 members 
Mstep: Class 32 contains 5065 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 15495 members 
Mstep: Class 35 contains 96625 members 
Mstep: Class 36 contains 32310 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4008 members 
Mstep: Class 47 contains 12458 members 
Mstep: Class 48 contains 7453 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10321 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16568 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15770 members 
Mstep: Class 61 contains 29415 members 
Mstep: Class 62 contains 32741 members 
Mstep: Class 63 contains 92135 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2430 members 
Mstep: Class 67 contains 4011 members 
Mstep: Class 68 contains 19129 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1707 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9737 members 
Mstep: Class 77 contains 10910 members 
Mstep: Class 78 contains 780 members 
Mstep: Class 79 contains 342 members 
Entering Unmasked Estep 
Score: -154530928.000000 Penalty: 276011.125000
Splitting cluster 25 changes total score from -154532416.000000 to -154530928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (6256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Entering Unmasked Estep 
Score: -753243.062500 Penalty: 2167.841553
	Iteration 0F: 2 clusters Score -753243.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -747884.875000 Penalty: 4335.683105
	Iteration 0F: 3 clusters Score -747884.9 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -749245.625000 Penalty: 4335.683105
	Iteration 1F: 3 clusters Score -749245.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -749508.312500 Penalty: 4335.683105
	Iteration 2F: 3 clusters Score -749508.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -749671.500000 Penalty: 4335.683105
	Iteration 3F: 3 clusters Score -749671.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -749778.062500 Penalty: 4335.683105
	Iteration 4Q: 3 clusters Score -749778.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -749871.562500 Penalty: 4335.683105
	Iteration 5Q: 3 clusters Score -749871.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -749946.625000 Penalty: 4335.683105
	Iteration 6Q: 3 clusters Score -749946.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -750016.187500 Penalty: 4335.683105
	Iteration 7Q: 3 clusters Score -750016.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -750081.062500 Penalty: 4335.683105
	Iteration 8Q: 3 clusters Score -750081.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -750150.875000 Penalty: 4335.683105
	Iteration 9Q: 3 clusters Score -750150.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -750223.562500 Penalty: 4335.683105
	Iteration 10Q: 3 clusters Score -750223.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -750305.250000 Penalty: 4335.683105
	Iteration 11Q: 3 clusters Score -750305.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -750384.375000 Penalty: 4335.683105
	Iteration 12Q: 3 clusters Score -750384.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -750466.750000 Penalty: 4335.683105
	Iteration 13Q: 3 clusters Score -750466.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -750554.937500 Penalty: 4335.683105
	Iteration 14Q: 3 clusters Score -750554.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -750658.500000 Penalty: 4335.683105
	Iteration 15Q: 3 clusters Score -750658.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -750779.125000 Penalty: 4335.683105
	Iteration 16Q: 3 clusters Score -750779.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -750878.000000 Penalty: 4335.683105
	Iteration 17Q: 3 clusters Score -750878 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -750964.187500 Penalty: 4335.683105
	Iteration 18Q: 3 clusters Score -750964.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -751046.750000 Penalty: 4335.683105
	Iteration 19Q: 3 clusters Score -751046.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -751112.937500 Penalty: 4335.683105
	Iteration 20F: 3 clusters Score -751112.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -751173.750000 Penalty: 4335.683105
	Iteration 21Q: 3 clusters Score -751173.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -751221.875000 Penalty: 4335.683105
	Iteration 22Q: 3 clusters Score -751221.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -751266.375000 Penalty: 4335.683105
	Iteration 23Q: 3 clusters Score -751266.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -751291.562500 Penalty: 4335.683105
	Iteration 24Q: 3 clusters Score -751291.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -751304.500000 Penalty: 4335.683105
	Iteration 25Q: 3 clusters Score -751304.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -751318.875000 Penalty: 4335.683105
	Iteration 26Q: 3 clusters Score -751318.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -751329.875000 Penalty: 4335.683105
	Iteration 27Q: 3 clusters Score -751329.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -751339.750000 Penalty: 4335.683105
	Iteration 28Q: 3 clusters Score -751339.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -751345.062500 Penalty: 4335.683105
	Iteration 29Q: 3 clusters Score -751345.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -751349.312500 Penalty: 4335.683105
	Iteration 30Q: 3 clusters Score -751349.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -751358.062500 Penalty: 4335.683105
	Iteration 31Q: 3 clusters Score -751358.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -751363.062500 Penalty: 4335.683105
	Iteration 32Q: 3 clusters Score -751363.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -751369.875000 Penalty: 4335.683105
	Iteration 33Q: 3 clusters Score -751369.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -751376.125000 Penalty: 4335.683105
	Iteration 34Q: 3 clusters Score -751376.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -751378.937500 Penalty: 4335.683105
	Iteration 35Q: 3 clusters Score -751378.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -751381.500000 Penalty: 4335.683105
	Iteration 36Q: 3 clusters Score -751381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -751384.000000 Penalty: 4335.683105
	Iteration 37Q: 3 clusters Score -751384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -751387.250000 Penalty: 4335.683105
	Iteration 38Q: 3 clusters Score -751387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -751386.500000 Penalty: 4335.683105
	Iteration 39Q: 3 clusters Score -751386.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -751387.687500 Penalty: 4335.683105
	Iteration 40F: 3 clusters Score -751387.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -751389.562500 Penalty: 4335.683105
	Iteration 41Q: 3 clusters Score -751389.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -751389.562500 Penalty: 4335.683105
	Iteration 42F: 3 clusters Score -751389.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Entering Unmasked Estep 
Score: -2163788.000000 Penalty: 2422.054688
	Iteration 0F: 2 clusters Score -2163788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2151311.250000 Penalty: 4844.109375
	Iteration 0F: 3 clusters Score -2151311 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2155377.750000 Penalty: 4844.109375
	Iteration 1F: 3 clusters Score -2155378 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2155874.750000 Penalty: 4844.109375
	Iteration 2F: 3 clusters Score -2155875 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2156522.000000 Penalty: 4844.109375
	Iteration 3F: 3 clusters Score -2156522 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2157361.250000 Penalty: 4844.109375
	Iteration 4F: 3 clusters Score -2157361 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2158414.750000 Penalty: 4844.109375
	Iteration 5F: 3 clusters Score -2158415 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2159438.750000 Penalty: 4844.109375
	Iteration 6F: 3 clusters Score -2159439 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2160214.000000 Penalty: 4844.109375
	Iteration 7F: 3 clusters Score -2160214 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2160629.250000 Penalty: 4844.109375
	Iteration 8Q: 3 clusters Score -2160629 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2160854.500000 Penalty: 4844.109375
	Iteration 9Q: 3 clusters Score -2160854 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2160959.500000 Penalty: 4844.109375
	Iteration 10Q: 3 clusters Score -2160960 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2161029.250000 Penalty: 4844.109375
	Iteration 11Q: 3 clusters Score -2161029 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2161072.500000 Penalty: 4844.109375
	Iteration 12Q: 3 clusters Score -2161072 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2161098.750000 Penalty: 4844.109375
	Iteration 13Q: 3 clusters Score -2161099 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2161141.250000 Penalty: 4844.109375
	Iteration 14Q: 3 clusters Score -2161141 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2161164.250000 Penalty: 4844.109375
	Iteration 15Q: 3 clusters Score -2161164 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2161180.250000 Penalty: 4844.109375
	Iteration 16Q: 3 clusters Score -2161180 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2161201.000000 Penalty: 4844.109375
	Iteration 17Q: 3 clusters Score -2161201 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2161214.750000 Penalty: 4844.109375
	Iteration 18Q: 3 clusters Score -2161215 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2161225.500000 Penalty: 4844.109375
	Iteration 19Q: 3 clusters Score -2161226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2161246.750000 Penalty: 4844.109375
	Iteration 20F: 3 clusters Score -2161247 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2161263.750000 Penalty: 4844.109375
	Iteration 21Q: 3 clusters Score -2161264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2161280.250000 Penalty: 4844.109375
	Iteration 22Q: 3 clusters Score -2161280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2161294.250000 Penalty: 4844.109375
	Iteration 23Q: 3 clusters Score -2161294 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2161325.250000 Penalty: 4844.109375
	Iteration 24Q: 3 clusters Score -2161325 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2161351.250000 Penalty: 4844.109375
	Iteration 25Q: 3 clusters Score -2161351 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2161386.000000 Penalty: 4844.109375
	Iteration 26Q: 3 clusters Score -2161386 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2161429.750000 Penalty: 4844.109375
	Iteration 27Q: 3 clusters Score -2161430 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2161478.500000 Penalty: 4844.109375
	Iteration 28Q: 3 clusters Score -2161478 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2161516.750000 Penalty: 4844.109375
	Iteration 29Q: 3 clusters Score -2161517 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2161560.250000 Penalty: 4844.109375
	Iteration 30Q: 3 clusters Score -2161560 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2161615.500000 Penalty: 4844.109375
	Iteration 31Q: 3 clusters Score -2161616 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2161680.000000 Penalty: 4844.109375
	Iteration 32Q: 3 clusters Score -2161680 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2161767.500000 Penalty: 4844.109375
	Iteration 33Q: 3 clusters Score -2161768 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2161839.000000 Penalty: 4844.109375
	Iteration 34Q: 3 clusters Score -2161839 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2161906.500000 Penalty: 4844.109375
	Iteration 35Q: 3 clusters Score -2161906 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2161959.750000 Penalty: 4844.109375
	Iteration 36Q: 3 clusters Score -2161960 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2162001.000000 Penalty: 4844.109375
	Iteration 37Q: 3 clusters Score -2162001 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2162035.750000 Penalty: 4844.109375
	Iteration 38Q: 3 clusters Score -2162036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2162066.000000 Penalty: 4844.109375
	Iteration 39Q: 3 clusters Score -2162066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2162077.250000 Penalty: 4844.109375
	Iteration 40F: 3 clusters Score -2162077 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2162095.000000 Penalty: 4844.109375
	Iteration 41Q: 3 clusters Score -2162095 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2162109.250000 Penalty: 4844.109375
	Iteration 42Q: 3 clusters Score -2162109 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2162121.750000 Penalty: 4844.109375
	Iteration 43Q: 3 clusters Score -2162122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2162135.750000 Penalty: 4844.109375
	Iteration 44Q: 3 clusters Score -2162136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2162148.500000 Penalty: 4844.109375
	Iteration 45Q: 3 clusters Score -2162148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2162162.500000 Penalty: 4844.109375
	Iteration 46Q: 3 clusters Score -2162162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2162185.000000 Penalty: 4844.109375
	Iteration 47Q: 3 clusters Score -2162185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2162187.000000 Penalty: 4844.109375
	Iteration 48Q: 3 clusters Score -2162187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2162209.000000 Penalty: 4844.109375
	Iteration 49Q: 3 clusters Score -2162209 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2162227.500000 Penalty: 4844.109375
	Iteration 50Q: 3 clusters Score -2162228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2162255.750000 Penalty: 4844.109375
	Iteration 51Q: 3 clusters Score -2162256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2162273.750000 Penalty: 4844.109375
	Iteration 52Q: 3 clusters Score -2162274 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2162304.750000 Penalty: 4844.109375
	Iteration 53Q: 3 clusters Score -2162305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2162309.000000 Penalty: 4844.109375
	Iteration 54Q: 3 clusters Score -2162309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2162328.250000 Penalty: 4844.109375
	Iteration 55Q: 3 clusters Score -2162328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2162341.000000 Penalty: 4844.109375
	Iteration 56Q: 3 clusters Score -2162341 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2162362.750000 Penalty: 4844.109375
	Iteration 57Q: 3 clusters Score -2162363 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2162385.000000 Penalty: 4844.109375
	Iteration 58Q: 3 clusters Score -2162385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2162405.250000 Penalty: 4844.109375
	Iteration 59Q: 3 clusters Score -2162405 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2162435.750000 Penalty: 4844.109375
	Iteration 60F: 3 clusters Score -2162436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2162457.750000 Penalty: 4844.109375
	Iteration 61Q: 3 clusters Score -2162458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2162485.250000 Penalty: 4844.109375
	Iteration 62Q: 3 clusters Score -2162485 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2162523.750000 Penalty: 4844.109375
	Iteration 63Q: 3 clusters Score -2162524 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2162555.000000 Penalty: 4844.109375
	Iteration 64Q: 3 clusters Score -2162555 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2162592.000000 Penalty: 4844.109375
	Iteration 65Q: 3 clusters Score -2162592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2162617.250000 Penalty: 4844.109375
	Iteration 66Q: 3 clusters Score -2162617 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2162656.500000 Penalty: 4844.109375
	Iteration 67Q: 3 clusters Score -2162656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2162700.500000 Penalty: 4844.109375
	Iteration 68Q: 3 clusters Score -2162700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2162732.750000 Penalty: 4844.109375
	Iteration 69Q: 3 clusters Score -2162733 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2162742.500000 Penalty: 4844.109375
	Iteration 70Q: 3 clusters Score -2162742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2162756.250000 Penalty: 4844.109375
	Iteration 71Q: 3 clusters Score -2162756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2162760.250000 Penalty: 4844.109375
	Iteration 72Q: 3 clusters Score -2162760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2162767.500000 Penalty: 4844.109375
	Iteration 73Q: 3 clusters Score -2162768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2162773.500000 Penalty: 4844.109375
	Iteration 74Q: 3 clusters Score -2162774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2162777.500000 Penalty: 4844.109375
	Iteration 75Q: 3 clusters Score -2162778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2162778.000000 Penalty: 4844.109375
	Iteration 76Q: 3 clusters Score -2162778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2162780.000000 Penalty: 4844.109375
	Iteration 77Q: 3 clusters Score -2162780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2162782.250000 Penalty: 4844.109375
	Iteration 78Q: 3 clusters Score -2162782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2162781.000000 Penalty: 4844.109375
	Iteration 79Q: 3 clusters Score -2162781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2162779.750000 Penalty: 4844.109375
	Iteration 80F: 3 clusters Score -2162780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2162781.500000 Penalty: 4844.109375
	Iteration 81Q: 3 clusters Score -2162782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2162783.750000 Penalty: 4844.109375
	Iteration 82Q: 3 clusters Score -2162784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2162782.000000 Penalty: 4844.109375
	Iteration 83Q: 3 clusters Score -2162782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2162782.000000 Penalty: 4844.109375
	Iteration 84F: 3 clusters Score -2162782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Entering Unmasked Estep 
Score: -264152.937500 Penalty: 1914.784546
	Iteration 0F: 2 clusters Score -264152.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -261388.046875 Penalty: 3829.569092
	Iteration 0F: 3 clusters Score -261388 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -261938.578125 Penalty: 3829.569092
	Iteration 1F: 3 clusters Score -261938.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -262116.921875 Penalty: 3829.569092
	Iteration 2F: 3 clusters Score -262116.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -262222.437500 Penalty: 3829.569092
	Iteration 3Q: 3 clusters Score -262222.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -262347.562500 Penalty: 3829.569092
	Iteration 4Q: 3 clusters Score -262347.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -262466.562500 Penalty: 3829.569092
	Iteration 5Q: 3 clusters Score -262466.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -262598.843750 Penalty: 3829.569092
	Iteration 6Q: 3 clusters Score -262598.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -262737.218750 Penalty: 3829.569092
	Iteration 7Q: 3 clusters Score -262737.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -262851.687500 Penalty: 3829.569092
	Iteration 8Q: 3 clusters Score -262851.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -262930.625000 Penalty: 3829.569092
	Iteration 9Q: 3 clusters Score -262930.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -262988.250000 Penalty: 3829.569092
	Iteration 10Q: 3 clusters Score -262988.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -263016.500000 Penalty: 3829.569092
	Iteration 11Q: 3 clusters Score -263016.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -263025.250000 Penalty: 3829.569092
	Iteration 12Q: 3 clusters Score -263025.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -263033.687500 Penalty: 3829.569092
	Iteration 13Q: 3 clusters Score -263033.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -263038.187500 Penalty: 3829.569092
	Iteration 14Q: 3 clusters Score -263038.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -263042.750000 Penalty: 3829.569092
	Iteration 15Q: 3 clusters Score -263042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -263044.875000 Penalty: 3829.569092
	Iteration 16Q: 3 clusters Score -263044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -263047.593750 Penalty: 3829.569092
	Iteration 17Q: 3 clusters Score -263047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -263048.968750 Penalty: 3829.569092
	Iteration 18Q: 3 clusters Score -263049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -263050.062500 Penalty: 3829.569092
	Iteration 19Q: 3 clusters Score -263050.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -263051.125000 Penalty: 3829.569092
	Iteration 20F: 3 clusters Score -263051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -263051.843750 Penalty: 3829.569092
	Iteration 21Q: 3 clusters Score -263051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -263051.968750 Penalty: 3829.569092
	Iteration 22Q: 3 clusters Score -263052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -263051.968750 Penalty: 3829.569092
	Iteration 23F: 3 clusters Score -263052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (94240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Entering Unmasked Estep 
Score: -11454243.000000 Penalty: 2840.492676
	Iteration 0F: 2 clusters Score -1.145424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -11390832.000000 Penalty: 5680.985352
	Iteration 0F: 3 clusters Score -1.139083e+07 nChanged 44743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -11416089.000000 Penalty: 5680.985352
	Iteration 1F: 3 clusters Score -1.141609e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -11416850.000000 Penalty: 5680.985352
	Iteration 2Q: 3 clusters Score -1.141685e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -11417872.000000 Penalty: 5680.985352
	Iteration 3Q: 3 clusters Score -1.141787e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -11419282.000000 Penalty: 5680.985352
	Iteration 4Q: 3 clusters Score -1.141928e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -11421715.000000 Penalty: 5680.985352
	Iteration 5F: 3 clusters Score -1.142172e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -11425944.000000 Penalty: 5680.985352
	Iteration 6F: 3 clusters Score -1.142594e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 74360 members 
Entering Unmasked Estep 
Score: -11432752.000000 Penalty: 5680.985352
	Iteration 7F: 3 clusters Score -1.143275e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 82676 members 
Entering Unmasked Estep 
Score: -11440779.000000 Penalty: 5680.985352
	Iteration 8F: 3 clusters Score -1.144078e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -11447021.000000 Penalty: 5680.985352
	Iteration 9F: 3 clusters Score -1.144702e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 92158 members 
Entering Unmasked Estep 
Score: -11450046.000000 Penalty: 5680.985352
	Iteration 10Q: 3 clusters Score -1.145005e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 93316 members 
Entering Unmasked Estep 
Score: -11451134.000000 Penalty: 5680.985352
	Iteration 11Q: 3 clusters Score -1.145113e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -11451472.000000 Penalty: 5680.985352
	Iteration 12Q: 3 clusters Score -1.145147e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -11451618.000000 Penalty: 5680.985352
	Iteration 13Q: 3 clusters Score -1.145162e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -11451685.000000 Penalty: 5680.985352
	Iteration 14Q: 3 clusters Score -1.145168e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 93886 members 
Entering Unmasked Estep 
Score: -11451721.000000 Penalty: 5680.985352
	Iteration 15Q: 3 clusters Score -1.145172e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 93906 members 
Entering Unmasked Estep 
Score: -11451759.000000 Penalty: 5680.985352
	Iteration 16Q: 3 clusters Score -1.145176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -11451779.000000 Penalty: 5680.985352
	Iteration 17Q: 3 clusters Score -1.145178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 93925 members 
Entering Unmasked Estep 
Score: -11451794.000000 Penalty: 5680.985352
	Iteration 18Q: 3 clusters Score -1.145179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
Score: -11451799.000000 Penalty: 5680.985352
	Iteration 19Q: 3 clusters Score -1.14518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 93935 members 
Entering Unmasked Estep 
Score: -11451807.000000 Penalty: 5680.985352
	Iteration 20F: 3 clusters Score -1.145181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -11451808.000000 Penalty: 5680.985352
	Iteration 21Q: 3 clusters Score -1.145181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -11451807.000000 Penalty: 5680.985352
	Iteration 22Q: 3 clusters Score -1.145181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 93939 members 
Entering Unmasked Estep 
Score: -11451799.000000 Penalty: 5680.985352
	Iteration 23Q: 3 clusters Score -1.14518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 93939 members 
Entering Unmasked Estep 
Score: -11451799.000000 Penalty: 5680.985352
	Iteration 24F: 3 clusters Score -1.14518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -545263.937500 Penalty: 2092.875732
	Iteration 0F: 2 clusters Score -545263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -540971.625000 Penalty: 4185.751465
	Iteration 0F: 3 clusters Score -540971.6 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -542021.000000 Penalty: 4185.751465
	Iteration 1F: 3 clusters Score -542021 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -542254.312500 Penalty: 4185.751465
	Iteration 2F: 3 clusters Score -542254.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -542415.187500 Penalty: 4185.751465
	Iteration 3F: 3 clusters Score -542415.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -542567.500000 Penalty: 4185.751465
	Iteration 4Q: 3 clusters Score -542567.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -542755.000000 Penalty: 4185.751465
	Iteration 5Q: 3 clusters Score -542755 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -542934.187500 Penalty: 4185.751465
	Iteration 6Q: 3 clusters Score -542934.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -543114.625000 Penalty: 4185.751465
	Iteration 7Q: 3 clusters Score -543114.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -543337.750000 Penalty: 4185.751465
	Iteration 8Q: 3 clusters Score -543337.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -543587.562500 Penalty: 4185.751465
	Iteration 9F: 3 clusters Score -543587.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -543850.437500 Penalty: 4185.751465
	Iteration 10F: 3 clusters Score -543850.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -544066.625000 Penalty: 4185.751465
	Iteration 11Q: 3 clusters Score -544066.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -544214.187500 Penalty: 4185.751465
	Iteration 12Q: 3 clusters Score -544214.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -544305.000000 Penalty: 4185.751465
	Iteration 13Q: 3 clusters Score -544305 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -544338.500000 Penalty: 4185.751465
	Iteration 14Q: 3 clusters Score -544338.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -544357.437500 Penalty: 4185.751465
	Iteration 15Q: 3 clusters Score -544357.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -544372.250000 Penalty: 4185.751465
	Iteration 16Q: 3 clusters Score -544372.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -544382.062500 Penalty: 4185.751465
	Iteration 17Q: 3 clusters Score -544382.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -544386.687500 Penalty: 4185.751465
	Iteration 18Q: 3 clusters Score -544386.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -544393.375000 Penalty: 4185.751465
	Iteration 19Q: 3 clusters Score -544393.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -544397.000000 Penalty: 4185.751465
	Iteration 20F: 3 clusters Score -544397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -544400.000000 Penalty: 4185.751465
	Iteration 21Q: 3 clusters Score -544400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -544401.875000 Penalty: 4185.751465
	Iteration 22Q: 3 clusters Score -544401.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -544404.250000 Penalty: 4185.751465
	Iteration 23Q: 3 clusters Score -544404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -544406.500000 Penalty: 4185.751465
	Iteration 24Q: 3 clusters Score -544406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -544406.250000 Penalty: 4185.751465
	Iteration 25Q: 3 clusters Score -544406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -544407.750000 Penalty: 4185.751465
	Iteration 26Q: 3 clusters Score -544407.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -544408.437500 Penalty: 4185.751465
	Iteration 27Q: 3 clusters Score -544408.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -544409.437500 Penalty: 4185.751465
	Iteration 28Q: 3 clusters Score -544409.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -544411.562500 Penalty: 4185.751465
	Iteration 29Q: 3 clusters Score -544411.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -544412.562500 Penalty: 4185.751465
	Iteration 30Q: 3 clusters Score -544412.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -544414.625000 Penalty: 4185.751465
	Iteration 31Q: 3 clusters Score -544414.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -544415.750000 Penalty: 4185.751465
	Iteration 32Q: 3 clusters Score -544415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -544417.312500 Penalty: 4185.751465
	Iteration 33Q: 3 clusters Score -544417.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -544421.125000 Penalty: 4185.751465
	Iteration 34Q: 3 clusters Score -544421.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -544427.500000 Penalty: 4185.751465
	Iteration 35Q: 3 clusters Score -544427.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -544432.375000 Penalty: 4185.751465
	Iteration 36Q: 3 clusters Score -544432.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -544438.875000 Penalty: 4185.751465
	Iteration 37Q: 3 clusters Score -544438.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -544446.125000 Penalty: 4185.751465
	Iteration 38Q: 3 clusters Score -544446.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -544451.312500 Penalty: 4185.751465
	Iteration 39Q: 3 clusters Score -544451.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -544455.062500 Penalty: 4185.751465
	Iteration 40F: 3 clusters Score -544455.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -544458.562500 Penalty: 4185.751465
	Iteration 41Q: 3 clusters Score -544458.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -544459.687500 Penalty: 4185.751465
	Iteration 42Q: 3 clusters Score -544459.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -544462.875000 Penalty: 4185.751465
	Iteration 43Q: 3 clusters Score -544462.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -544466.125000 Penalty: 4185.751465
	Iteration 44Q: 3 clusters Score -544466.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -544472.125000 Penalty: 4185.751465
	Iteration 45Q: 3 clusters Score -544472.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -544476.187500 Penalty: 4185.751465
	Iteration 46Q: 3 clusters Score -544476.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -544482.187500 Penalty: 4185.751465
	Iteration 47Q: 3 clusters Score -544482.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -544486.500000 Penalty: 4185.751465
	Iteration 48Q: 3 clusters Score -544486.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -544489.625000 Penalty: 4185.751465
	Iteration 49Q: 3 clusters Score -544489.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -544493.000000 Penalty: 4185.751465
	Iteration 50Q: 3 clusters Score -544493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -544494.812500 Penalty: 4185.751465
	Iteration 51Q: 3 clusters Score -544494.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -544499.937500 Penalty: 4185.751465
	Iteration 52Q: 3 clusters Score -544499.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -544503.750000 Penalty: 4185.751465
	Iteration 53Q: 3 clusters Score -544503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -544504.375000 Penalty: 4185.751465
	Iteration 54Q: 3 clusters Score -544504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -544506.937500 Penalty: 4185.751465
	Iteration 55Q: 3 clusters Score -544506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -544508.062500 Penalty: 4185.751465
	Iteration 56Q: 3 clusters Score -544508.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -544510.187500 Penalty: 4185.751465
	Iteration 57Q: 3 clusters Score -544510.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -544513.312500 Penalty: 4185.751465
	Iteration 58Q: 3 clusters Score -544513.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -544515.312500 Penalty: 4185.751465
	Iteration 59Q: 3 clusters Score -544515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -544516.875000 Penalty: 4185.751465
	Iteration 60F: 3 clusters Score -544516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -544516.812500 Penalty: 4185.751465
	Iteration 61Q: 3 clusters Score -544516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -544516.625000 Penalty: 4185.751465
	Iteration 62Q: 3 clusters Score -544516.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -544516.625000 Penalty: 4185.751465
	Iteration 63F: 3 clusters Score -544516.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (41630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Entering Unmasked Estep 
Score: -5037151.500000 Penalty: 2637.871094
	Iteration 0F: 2 clusters Score -5037152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -5008883.000000 Penalty: 5275.742188
	Iteration 0F: 3 clusters Score -5008883 nChanged 19121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -5019420.500000 Penalty: 5275.742188
	Iteration 1F: 3 clusters Score -5019420 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -5019992.000000 Penalty: 5275.742188
	Iteration 2Q: 3 clusters Score -5019992 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -5020575.500000 Penalty: 5275.742188
	Iteration 3Q: 3 clusters Score -5020576 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -5021268.000000 Penalty: 5275.742188
	Iteration 4Q: 3 clusters Score -5021268 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -5022046.000000 Penalty: 5275.742188
	Iteration 5Q: 3 clusters Score -5022046 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -5023078.000000 Penalty: 5275.742188
	Iteration 6Q: 3 clusters Score -5023078 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -5024444.500000 Penalty: 5275.742188
	Iteration 7F: 3 clusters Score -5024444 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -5026139.000000 Penalty: 5275.742188
	Iteration 8F: 3 clusters Score -5026139 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -5028191.000000 Penalty: 5275.742188
	Iteration 9F: 3 clusters Score -5028191 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -5030204.000000 Penalty: 5275.742188
	Iteration 10F: 3 clusters Score -5030204 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -5032052.000000 Penalty: 5275.742188
	Iteration 11F: 3 clusters Score -5032052 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5033299.500000 Penalty: 5275.742188
	Iteration 12Q: 3 clusters Score -5033300 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5034047.000000 Penalty: 5275.742188
	Iteration 13Q: 3 clusters Score -5034047 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5034388.500000 Penalty: 5275.742188
	Iteration 14Q: 3 clusters Score -5034388 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5034561.000000 Penalty: 5275.742188
	Iteration 15Q: 3 clusters Score -5034561 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5034677.500000 Penalty: 5275.742188
	Iteration 16Q: 3 clusters Score -5034678 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5034759.500000 Penalty: 5275.742188
	Iteration 17Q: 3 clusters Score -5034760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5034840.000000 Penalty: 5275.742188
	Iteration 18Q: 3 clusters Score -5034840 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5034904.500000 Penalty: 5275.742188
	Iteration 19Q: 3 clusters Score -5034904 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5034945.000000 Penalty: 5275.742188
	Iteration 20F: 3 clusters Score -5034945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5034999.000000 Penalty: 5275.742188
	Iteration 21Q: 3 clusters Score -5034999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5035042.000000 Penalty: 5275.742188
	Iteration 22Q: 3 clusters Score -5035042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5035072.000000 Penalty: 5275.742188
	Iteration 23Q: 3 clusters Score -5035072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5035088.000000 Penalty: 5275.742188
	Iteration 24Q: 3 clusters Score -5035088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5035105.500000 Penalty: 5275.742188
	Iteration 25Q: 3 clusters Score -5035106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5035117.500000 Penalty: 5275.742188
	Iteration 26Q: 3 clusters Score -5035118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5035133.500000 Penalty: 5275.742188
	Iteration 27Q: 3 clusters Score -5035134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5035139.500000 Penalty: 5275.742188
	Iteration 28Q: 3 clusters Score -5035140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5035138.500000 Penalty: 5275.742188
	Iteration 29Q: 3 clusters Score -5035138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5035146.500000 Penalty: 5275.742188
	Iteration 30Q: 3 clusters Score -5035146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5035154.000000 Penalty: 5275.742188
	Iteration 31Q: 3 clusters Score -5035154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5035150.000000 Penalty: 5275.742188
	Iteration 32Q: 3 clusters Score -5035150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5035150.000000 Penalty: 5275.742188
	Iteration 33Q: 3 clusters Score -5035150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5035161.000000 Penalty: 5275.742188
	Iteration 34Q: 3 clusters Score -5035161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5035160.500000 Penalty: 5275.742188
	Iteration 35Q: 3 clusters Score -5035160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5035162.500000 Penalty: 5275.742188
	Iteration 36Q: 3 clusters Score -5035162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5035165.500000 Penalty: 5275.742188
	Iteration 37Q: 3 clusters Score -5035166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5035167.500000 Penalty: 5275.742188
	Iteration 38Q: 3 clusters Score -5035168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5035167.500000 Penalty: 5275.742188
	Iteration 39F: 3 clusters Score -5035168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Entering Unmasked Estep 
Score: -523936.031250 Penalty: 2115.467041
	Iteration 0F: 2 clusters Score -523936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -519404.156250 Penalty: 4230.934082
	Iteration 0F: 3 clusters Score -519404.2 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -520670.781250 Penalty: 4230.934082
	Iteration 1F: 3 clusters Score -520670.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -521058.156250 Penalty: 4230.934082
	Iteration 2F: 3 clusters Score -521058.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -521350.718750 Penalty: 4230.934082
	Iteration 3F: 3 clusters Score -521350.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -521559.750000 Penalty: 4230.934082
	Iteration 4F: 3 clusters Score -521559.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -521749.187500 Penalty: 4230.934082
	Iteration 5Q: 3 clusters Score -521749.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -521923.312500 Penalty: 4230.934082
	Iteration 6Q: 3 clusters Score -521923.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -522052.281250 Penalty: 4230.934082
	Iteration 7Q: 3 clusters Score -522052.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -522149.656250 Penalty: 4230.934082
	Iteration 8Q: 3 clusters Score -522149.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -522223.187500 Penalty: 4230.934082
	Iteration 9Q: 3 clusters Score -522223.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -522276.593750 Penalty: 4230.934082
	Iteration 10Q: 3 clusters Score -522276.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -522308.906250 Penalty: 4230.934082
	Iteration 11Q: 3 clusters Score -522308.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -522331.343750 Penalty: 4230.934082
	Iteration 12Q: 3 clusters Score -522331.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -522348.312500 Penalty: 4230.934082
	Iteration 13Q: 3 clusters Score -522348.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -522363.281250 Penalty: 4230.934082
	Iteration 14Q: 3 clusters Score -522363.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -522376.687500 Penalty: 4230.934082
	Iteration 15Q: 3 clusters Score -522376.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -522391.625000 Penalty: 4230.934082
	Iteration 16Q: 3 clusters Score -522391.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -522409.656250 Penalty: 4230.934082
	Iteration 17Q: 3 clusters Score -522409.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -522420.968750 Penalty: 4230.934082
	Iteration 18Q: 3 clusters Score -522421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -522432.875000 Penalty: 4230.934082
	Iteration 19Q: 3 clusters Score -522432.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -522440.531250 Penalty: 4230.934082
	Iteration 20F: 3 clusters Score -522440.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -522450.625000 Penalty: 4230.934082
	Iteration 21Q: 3 clusters Score -522450.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -522457.843750 Penalty: 4230.934082
	Iteration 22Q: 3 clusters Score -522457.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -522462.906250 Penalty: 4230.934082
	Iteration 23Q: 3 clusters Score -522462.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -522467.593750 Penalty: 4230.934082
	Iteration 24Q: 3 clusters Score -522467.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -522471.312500 Penalty: 4230.934082
	Iteration 25Q: 3 clusters Score -522471.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -522475.156250 Penalty: 4230.934082
	Iteration 26Q: 3 clusters Score -522475.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -522478.218750 Penalty: 4230.934082
	Iteration 27Q: 3 clusters Score -522478.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -522481.000000 Penalty: 4230.934082
	Iteration 28Q: 3 clusters Score -522481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -522482.593750 Penalty: 4230.934082
	Iteration 29Q: 3 clusters Score -522482.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -522484.000000 Penalty: 4230.934082
	Iteration 30Q: 3 clusters Score -522484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -522486.031250 Penalty: 4230.934082
	Iteration 31Q: 3 clusters Score -522486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -522486.375000 Penalty: 4230.934082
	Iteration 32Q: 3 clusters Score -522486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -522486.812500 Penalty: 4230.934082
	Iteration 33Q: 3 clusters Score -522486.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -522488.562500 Penalty: 4230.934082
	Iteration 34Q: 3 clusters Score -522488.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -522489.406250 Penalty: 4230.934082
	Iteration 35Q: 3 clusters Score -522489.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -522490.968750 Penalty: 4230.934082
	Iteration 36Q: 3 clusters Score -522491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -522492.000000 Penalty: 4230.934082
	Iteration 37Q: 3 clusters Score -522492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -522492.687500 Penalty: 4230.934082
	Iteration 38Q: 3 clusters Score -522492.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -522494.312500 Penalty: 4230.934082
	Iteration 39Q: 3 clusters Score -522494.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -522497.531250 Penalty: 4230.934082
	Iteration 40F: 3 clusters Score -522497.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -522499.531250 Penalty: 4230.934082
	Iteration 41Q: 3 clusters Score -522499.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -522501.062500 Penalty: 4230.934082
	Iteration 42Q: 3 clusters Score -522501.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -522501.562500 Penalty: 4230.934082
	Iteration 43Q: 3 clusters Score -522501.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -522504.562500 Penalty: 4230.934082
	Iteration 44Q: 3 clusters Score -522504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -522504.281250 Penalty: 4230.934082
	Iteration 45Q: 3 clusters Score -522504.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -522505.093750 Penalty: 4230.934082
	Iteration 46Q: 3 clusters Score -522505.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -522505.093750 Penalty: 4230.934082
	Iteration 47F: 3 clusters Score -522505.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Entering Unmasked Estep 
Score: -1935441.375000 Penalty: 2402.993408
	Iteration 0F: 2 clusters Score -1935441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1923979.250000 Penalty: 4805.986816
	Iteration 0F: 3 clusters Score -1923979 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1927715.125000 Penalty: 4805.986816
	Iteration 1F: 3 clusters Score -1927715 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1928210.000000 Penalty: 4805.986816
	Iteration 2F: 3 clusters Score -1928210 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1928623.250000 Penalty: 4805.986816
	Iteration 3F: 3 clusters Score -1928623 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1929031.375000 Penalty: 4805.986816
	Iteration 4F: 3 clusters Score -1929031 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1929484.375000 Penalty: 4805.986816
	Iteration 5F: 3 clusters Score -1929484 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1930030.625000 Penalty: 4805.986816
	Iteration 6F: 3 clusters Score -1930031 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1930600.000000 Penalty: 4805.986816
	Iteration 7F: 3 clusters Score -1930600 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1931166.500000 Penalty: 4805.986816
	Iteration 8Q: 3 clusters Score -1931166 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1931682.625000 Penalty: 4805.986816
	Iteration 9Q: 3 clusters Score -1931683 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1932155.625000 Penalty: 4805.986816
	Iteration 10Q: 3 clusters Score -1932156 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1932582.250000 Penalty: 4805.986816
	Iteration 11Q: 3 clusters Score -1932582 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1932920.000000 Penalty: 4805.986816
	Iteration 12Q: 3 clusters Score -1932920 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1933171.125000 Penalty: 4805.986816
	Iteration 13Q: 3 clusters Score -1933171 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1933339.125000 Penalty: 4805.986816
	Iteration 14Q: 3 clusters Score -1933339 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1933456.125000 Penalty: 4805.986816
	Iteration 15Q: 3 clusters Score -1933456 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1933547.750000 Penalty: 4805.986816
	Iteration 16Q: 3 clusters Score -1933548 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1933612.875000 Penalty: 4805.986816
	Iteration 17Q: 3 clusters Score -1933613 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1933683.125000 Penalty: 4805.986816
	Iteration 18Q: 3 clusters Score -1933683 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1933750.375000 Penalty: 4805.986816
	Iteration 19Q: 3 clusters Score -1933750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1933823.000000 Penalty: 4805.986816
	Iteration 20F: 3 clusters Score -1933823 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1933892.625000 Penalty: 4805.986816
	Iteration 21Q: 3 clusters Score -1933893 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1933973.500000 Penalty: 4805.986816
	Iteration 22Q: 3 clusters Score -1933974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1934055.500000 Penalty: 4805.986816
	Iteration 23Q: 3 clusters Score -1934056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1934105.125000 Penalty: 4805.986816
	Iteration 24Q: 3 clusters Score -1934105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1934125.500000 Penalty: 4805.986816
	Iteration 25Q: 3 clusters Score -1934126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1934139.500000 Penalty: 4805.986816
	Iteration 26Q: 3 clusters Score -1934140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1934145.250000 Penalty: 4805.986816
	Iteration 27Q: 3 clusters Score -1934145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1934160.375000 Penalty: 4805.986816
	Iteration 28Q: 3 clusters Score -1934160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1934175.375000 Penalty: 4805.986816
	Iteration 29Q: 3 clusters Score -1934175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1934181.125000 Penalty: 4805.986816
	Iteration 30Q: 3 clusters Score -1934181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1934187.750000 Penalty: 4805.986816
	Iteration 31Q: 3 clusters Score -1934188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1934187.625000 Penalty: 4805.986816
	Iteration 32Q: 3 clusters Score -1934188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1934186.500000 Penalty: 4805.986816
	Iteration 33Q: 3 clusters Score -1934186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1934186.500000 Penalty: 4805.986816
	Iteration 34F: 3 clusters Score -1934186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Entering Unmasked Estep 
Score: -1830405.500000 Penalty: 2392.771484
	Iteration 0F: 2 clusters Score -1830406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1819247.500000 Penalty: 4785.542969
	Iteration 0F: 3 clusters Score -1819248 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1823226.875000 Penalty: 4785.542969
	Iteration 1F: 3 clusters Score -1823227 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1824015.250000 Penalty: 4785.542969
	Iteration 2F: 3 clusters Score -1824015 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1824883.125000 Penalty: 4785.542969
	Iteration 3F: 3 clusters Score -1824883 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1825716.750000 Penalty: 4785.542969
	Iteration 4F: 3 clusters Score -1825717 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1826447.875000 Penalty: 4785.542969
	Iteration 5F: 3 clusters Score -1826448 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1826962.750000 Penalty: 4785.542969
	Iteration 6F: 3 clusters Score -1826963 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1827248.625000 Penalty: 4785.542969
	Iteration 7Q: 3 clusters Score -1827249 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1827447.250000 Penalty: 4785.542969
	Iteration 8Q: 3 clusters Score -1827447 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1827595.625000 Penalty: 4785.542969
	Iteration 9Q: 3 clusters Score -1827596 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1827724.125000 Penalty: 4785.542969
	Iteration 10Q: 3 clusters Score -1827724 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1827827.500000 Penalty: 4785.542969
	Iteration 11Q: 3 clusters Score -1827828 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1827906.125000 Penalty: 4785.542969
	Iteration 12Q: 3 clusters Score -1827906 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1827960.750000 Penalty: 4785.542969
	Iteration 13Q: 3 clusters Score -1827961 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1827988.750000 Penalty: 4785.542969
	Iteration 14Q: 3 clusters Score -1827989 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1828022.250000 Penalty: 4785.542969
	Iteration 15Q: 3 clusters Score -1828022 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1828054.750000 Penalty: 4785.542969
	Iteration 16Q: 3 clusters Score -1828055 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1828090.500000 Penalty: 4785.542969
	Iteration 17Q: 3 clusters Score -1828090 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1828109.000000 Penalty: 4785.542969
	Iteration 18Q: 3 clusters Score -1828109 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1828142.000000 Penalty: 4785.542969
	Iteration 19Q: 3 clusters Score -1828142 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1828163.750000 Penalty: 4785.542969
	Iteration 20F: 3 clusters Score -1828164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1828179.500000 Penalty: 4785.542969
	Iteration 21Q: 3 clusters Score -1828180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1828189.375000 Penalty: 4785.542969
	Iteration 22Q: 3 clusters Score -1828189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1828199.500000 Penalty: 4785.542969
	Iteration 23Q: 3 clusters Score -1828200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1828209.375000 Penalty: 4785.542969
	Iteration 24Q: 3 clusters Score -1828209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1828227.375000 Penalty: 4785.542969
	Iteration 25Q: 3 clusters Score -1828227 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1828232.250000 Penalty: 4785.542969
	Iteration 26Q: 3 clusters Score -1828232 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1828247.000000 Penalty: 4785.542969
	Iteration 27Q: 3 clusters Score -1828247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1828245.750000 Penalty: 4785.542969
	Iteration 28Q: 3 clusters Score -1828246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1828251.125000 Penalty: 4785.542969
	Iteration 29Q: 3 clusters Score -1828251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1828257.375000 Penalty: 4785.542969
	Iteration 30Q: 3 clusters Score -1828257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1828264.250000 Penalty: 4785.542969
	Iteration 31Q: 3 clusters Score -1828264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1828274.625000 Penalty: 4785.542969
	Iteration 32Q: 3 clusters Score -1828275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1828283.250000 Penalty: 4785.542969
	Iteration 33Q: 3 clusters Score -1828283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1828292.750000 Penalty: 4785.542969
	Iteration 34Q: 3 clusters Score -1828293 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1828301.875000 Penalty: 4785.542969
	Iteration 35Q: 3 clusters Score -1828302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1828313.125000 Penalty: 4785.542969
	Iteration 36Q: 3 clusters Score -1828313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1828324.250000 Penalty: 4785.542969
	Iteration 37Q: 3 clusters Score -1828324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1828335.000000 Penalty: 4785.542969
	Iteration 38Q: 3 clusters Score -1828335 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1828356.125000 Penalty: 4785.542969
	Iteration 39Q: 3 clusters Score -1828356 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1828375.625000 Penalty: 4785.542969
	Iteration 40F: 3 clusters Score -1828376 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1828400.125000 Penalty: 4785.542969
	Iteration 41Q: 3 clusters Score -1828400 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1828429.750000 Penalty: 4785.542969
	Iteration 42Q: 3 clusters Score -1828430 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1828483.500000 Penalty: 4785.542969
	Iteration 43Q: 3 clusters Score -1828484 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1828521.125000 Penalty: 4785.542969
	Iteration 44Q: 3 clusters Score -1828521 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1828569.875000 Penalty: 4785.542969
	Iteration 45Q: 3 clusters Score -1828570 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1828603.250000 Penalty: 4785.542969
	Iteration 46Q: 3 clusters Score -1828603 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1828643.375000 Penalty: 4785.542969
	Iteration 47Q: 3 clusters Score -1828643 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1828670.625000 Penalty: 4785.542969
	Iteration 48Q: 3 clusters Score -1828671 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1828698.625000 Penalty: 4785.542969
	Iteration 49Q: 3 clusters Score -1828699 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1828720.500000 Penalty: 4785.542969
	Iteration 50Q: 3 clusters Score -1828720 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1828737.125000 Penalty: 4785.542969
	Iteration 51Q: 3 clusters Score -1828737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1828753.250000 Penalty: 4785.542969
	Iteration 52Q: 3 clusters Score -1828753 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1828775.250000 Penalty: 4785.542969
	Iteration 53Q: 3 clusters Score -1828775 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1828786.750000 Penalty: 4785.542969
	Iteration 54Q: 3 clusters Score -1828787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1828792.125000 Penalty: 4785.542969
	Iteration 55Q: 3 clusters Score -1828792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1828803.375000 Penalty: 4785.542969
	Iteration 56Q: 3 clusters Score -1828803 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1828820.125000 Penalty: 4785.542969
	Iteration 57Q: 3 clusters Score -1828820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1828827.625000 Penalty: 4785.542969
	Iteration 58Q: 3 clusters Score -1828828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1828836.875000 Penalty: 4785.542969
	Iteration 59Q: 3 clusters Score -1828837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1828848.375000 Penalty: 4785.542969
	Iteration 60F: 3 clusters Score -1828848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1828857.750000 Penalty: 4785.542969
	Iteration 61Q: 3 clusters Score -1828858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1828860.875000 Penalty: 4785.542969
	Iteration 62Q: 3 clusters Score -1828861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1828866.375000 Penalty: 4785.542969
	Iteration 63Q: 3 clusters Score -1828866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1828875.750000 Penalty: 4785.542969
	Iteration 64Q: 3 clusters Score -1828876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1828874.875000 Penalty: 4785.542969
	Iteration 65Q: 3 clusters Score -1828875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1828881.000000 Penalty: 4785.542969
	Iteration 66Q: 3 clusters Score -1828881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1828880.000000 Penalty: 4785.542969
	Iteration 67Q: 3 clusters Score -1828880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1828882.000000 Penalty: 4785.542969
	Iteration 68Q: 3 clusters Score -1828882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1828883.625000 Penalty: 4785.542969
	Iteration 69Q: 3 clusters Score -1828884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1828890.125000 Penalty: 4785.542969
	Iteration 70Q: 3 clusters Score -1828890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1828896.750000 Penalty: 4785.542969
	Iteration 71Q: 3 clusters Score -1828897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1828901.625000 Penalty: 4785.542969
	Iteration 72Q: 3 clusters Score -1828902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1828908.500000 Penalty: 4785.542969
	Iteration 73Q: 3 clusters Score -1828908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1828910.750000 Penalty: 4785.542969
	Iteration 74Q: 3 clusters Score -1828911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1828911.000000 Penalty: 4785.542969
	Iteration 75Q: 3 clusters Score -1828911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1828912.500000 Penalty: 4785.542969
	Iteration 76Q: 3 clusters Score -1828912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1828915.375000 Penalty: 4785.542969
	Iteration 77Q: 3 clusters Score -1828915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1828920.250000 Penalty: 4785.542969
	Iteration 78Q: 3 clusters Score -1828920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1828923.375000 Penalty: 4785.542969
	Iteration 79Q: 3 clusters Score -1828923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1828925.000000 Penalty: 4785.542969
	Iteration 80F: 3 clusters Score -1828925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1828926.125000 Penalty: 4785.542969
	Iteration 81Q: 3 clusters Score -1828926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1828921.875000 Penalty: 4785.542969
	Iteration 82Q: 3 clusters Score -1828922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1828927.000000 Penalty: 4785.542969
	Iteration 83Q: 3 clusters Score -1828927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1828933.000000 Penalty: 4785.542969
	Iteration 84Q: 3 clusters Score -1828933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1828925.000000 Penalty: 4785.542969
	Iteration 85Q: 3 clusters Score -1828925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1828933.625000 Penalty: 4785.542969
	Iteration 86Q: 3 clusters Score -1828934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1828931.625000 Penalty: 4785.542969
	Iteration 87Q: 3 clusters Score -1828932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1828933.500000 Penalty: 4785.542969
	Iteration 88Q: 3 clusters Score -1828934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1828936.375000 Penalty: 4785.542969
	Iteration 89Q: 3 clusters Score -1828936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1828937.750000 Penalty: 4785.542969
	Iteration 90Q: 3 clusters Score -1828938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1828937.750000 Penalty: 4785.542969
	Iteration 91Q: 3 clusters Score -1828938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1828942.125000 Penalty: 4785.542969
	Iteration 92Q: 3 clusters Score -1828942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1828941.375000 Penalty: 4785.542969
	Iteration 93Q: 3 clusters Score -1828941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1828947.000000 Penalty: 4785.542969
	Iteration 94Q: 3 clusters Score -1828947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1828941.750000 Penalty: 4785.542969
	Iteration 95Q: 3 clusters Score -1828942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1828940.625000 Penalty: 4785.542969
	Iteration 96Q: 3 clusters Score -1828941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1828941.750000 Penalty: 4785.542969
	Iteration 97Q: 3 clusters Score -1828942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1828942.375000 Penalty: 4785.542969
	Iteration 98Q: 3 clusters Score -1828942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1828944.000000 Penalty: 4785.542969
	Iteration 99Q: 3 clusters Score -1828944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1828943.625000 Penalty: 4785.542969
	Iteration 100F: 3 clusters Score -1828944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1828940.625000 Penalty: 4785.542969
	Iteration 101Q: 3 clusters Score -1828941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1828940.625000 Penalty: 4785.542969
	Iteration 102F: 3 clusters Score -1828941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (96625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96625 members 
Entering Unmasked Estep 
Score: -11765705.000000 Penalty: 2846.690918
	Iteration 0F: 2 clusters Score -1.17657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -11701117.000000 Penalty: 5693.381836
	Iteration 0F: 3 clusters Score -1.170112e+07 nChanged 45609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -11726875.000000 Penalty: 5693.381836
	Iteration 1F: 3 clusters Score -1.172688e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -11727806.000000 Penalty: 5693.381836
	Iteration 2Q: 3 clusters Score -1.172781e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -11728860.000000 Penalty: 5693.381836
	Iteration 3Q: 3 clusters Score -1.172886e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -11730288.000000 Penalty: 5693.381836
	Iteration 4Q: 3 clusters Score -1.173029e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -11732072.000000 Penalty: 5693.381836
	Iteration 5Q: 3 clusters Score -1.173207e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -11734317.000000 Penalty: 5693.381836
	Iteration 6Q: 3 clusters Score -1.173432e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -11736921.000000 Penalty: 5693.381836
	Iteration 7F: 3 clusters Score -1.173692e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -11739728.000000 Penalty: 5693.381836
	Iteration 8F: 3 clusters Score -1.173973e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -11742357.000000 Penalty: 5693.381836
	Iteration 9F: 3 clusters Score -1.174236e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -11744882.000000 Penalty: 5693.381836
	Iteration 10Q: 3 clusters Score -1.174488e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -11747352.000000 Penalty: 5693.381836
	Iteration 11Q: 3 clusters Score -1.174735e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -11750104.000000 Penalty: 5693.381836
	Iteration 12Q: 3 clusters Score -1.17501e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -11752889.000000 Penalty: 5693.381836
	Iteration 13Q: 3 clusters Score -1.175289e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -11755742.000000 Penalty: 5693.381836
	Iteration 14Q: 3 clusters Score -1.175574e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -11758303.000000 Penalty: 5693.381836
	Iteration 15Q: 3 clusters Score -1.17583e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -11760443.000000 Penalty: 5693.381836
	Iteration 16Q: 3 clusters Score -1.176044e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -11761891.000000 Penalty: 5693.381836
	Iteration 17Q: 3 clusters Score -1.176189e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92378 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -11762883.000000 Penalty: 5693.381836
	Iteration 18Q: 3 clusters Score -1.176288e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93360 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -11763413.000000 Penalty: 5693.381836
	Iteration 19Q: 3 clusters Score -1.176341e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -11763746.000000 Penalty: 5693.381836
	Iteration 20F: 3 clusters Score -1.176375e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -11763980.000000 Penalty: 5693.381836
	Iteration 21Q: 3 clusters Score -1.176398e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94696 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -11764138.000000 Penalty: 5693.381836
	Iteration 22Q: 3 clusters Score -1.176414e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -11764277.000000 Penalty: 5693.381836
	Iteration 23Q: 3 clusters Score -1.176428e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95061 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -11764384.000000 Penalty: 5693.381836
	Iteration 24Q: 3 clusters Score -1.176438e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95204 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -11764480.000000 Penalty: 5693.381836
	Iteration 25Q: 3 clusters Score -1.176448e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95309 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -11764543.000000 Penalty: 5693.381836
	Iteration 26Q: 3 clusters Score -1.176454e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95394 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11764609.000000 Penalty: 5693.381836
	Iteration 27Q: 3 clusters Score -1.176461e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95469 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11764687.000000 Penalty: 5693.381836
	Iteration 28Q: 3 clusters Score -1.176469e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -11764762.000000 Penalty: 5693.381836
	Iteration 29Q: 3 clusters Score -1.176476e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95583 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -11764864.000000 Penalty: 5693.381836
	Iteration 30Q: 3 clusters Score -1.176486e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95623 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11764933.000000 Penalty: 5693.381836
	Iteration 31Q: 3 clusters Score -1.176493e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95659 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -11764984.000000 Penalty: 5693.381836
	Iteration 32Q: 3 clusters Score -1.176498e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11765005.000000 Penalty: 5693.381836
	Iteration 33Q: 3 clusters Score -1.1765e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95705 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11765038.000000 Penalty: 5693.381836
	Iteration 34Q: 3 clusters Score -1.176504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95717 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11765043.000000 Penalty: 5693.381836
	Iteration 35Q: 3 clusters Score -1.176504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11765035.000000 Penalty: 5693.381836
	Iteration 36Q: 3 clusters Score -1.176504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95717 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11765051.000000 Penalty: 5693.381836
	Iteration 37Q: 3 clusters Score -1.176505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95717 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11765068.000000 Penalty: 5693.381836
	Iteration 38Q: 3 clusters Score -1.176507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95715 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -11765062.000000 Penalty: 5693.381836
	Iteration 39Q: 3 clusters Score -1.176506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95715 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -11765068.000000 Penalty: 5693.381836
	Iteration 40F: 3 clusters Score -1.176507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11765065.000000 Penalty: 5693.381836
	Iteration 41Q: 3 clusters Score -1.176506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95709 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11765074.000000 Penalty: 5693.381836
	Iteration 42Q: 3 clusters Score -1.176507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95708 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11765088.000000 Penalty: 5693.381836
	Iteration 43Q: 3 clusters Score -1.176509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95707 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11765077.000000 Penalty: 5693.381836
	Iteration 44Q: 3 clusters Score -1.176508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95706 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11765072.000000 Penalty: 5693.381836
	Iteration 45Q: 3 clusters Score -1.176507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95706 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11765072.000000 Penalty: 5693.381836
	Iteration 46F: 3 clusters Score -1.176507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (32310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Entering Unmasked Estep 
Score: -3921330.000000 Penalty: 2575.016846
	Iteration 0F: 2 clusters Score -3921330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3899248.250000 Penalty: 5150.033691
	Iteration 0F: 3 clusters Score -3899248 nChanged 14683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3907305.250000 Penalty: 5150.033691
	Iteration 1F: 3 clusters Score -3907305 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3907939.250000 Penalty: 5150.033691
	Iteration 2Q: 3 clusters Score -3907939 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3908843.250000 Penalty: 5150.033691
	Iteration 3F: 3 clusters Score -3908843 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3910233.000000 Penalty: 5150.033691
	Iteration 4F: 3 clusters Score -3910233 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3911999.250000 Penalty: 5150.033691
	Iteration 5F: 3 clusters Score -3911999 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3913829.750000 Penalty: 5150.033691
	Iteration 6F: 3 clusters Score -3913830 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -3915500.750000 Penalty: 5150.033691
	Iteration 7F: 3 clusters Score -3915501 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3916890.500000 Penalty: 5150.033691
	Iteration 8F: 3 clusters Score -3916890 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3918092.000000 Penalty: 5150.033691
	Iteration 9Q: 3 clusters Score -3918092 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -3919158.250000 Penalty: 5150.033691
	Iteration 10Q: 3 clusters Score -3919158 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3919986.750000 Penalty: 5150.033691
	Iteration 11Q: 3 clusters Score -3919987 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3920573.750000 Penalty: 5150.033691
	Iteration 12Q: 3 clusters Score -3920574 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3920829.250000 Penalty: 5150.033691
	Iteration 13Q: 3 clusters Score -3920829 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3921006.250000 Penalty: 5150.033691
	Iteration 14Q: 3 clusters Score -3921006 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3921081.250000 Penalty: 5150.033691
	Iteration 15Q: 3 clusters Score -3921081 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3921123.500000 Penalty: 5150.033691
	Iteration 16Q: 3 clusters Score -3921124 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3921161.750000 Penalty: 5150.033691
	Iteration 17Q: 3 clusters Score -3921162 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3921188.750000 Penalty: 5150.033691
	Iteration 18Q: 3 clusters Score -3921189 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3921201.500000 Penalty: 5150.033691
	Iteration 19Q: 3 clusters Score -3921202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3921212.500000 Penalty: 5150.033691
	Iteration 20F: 3 clusters Score -3921212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3921219.000000 Penalty: 5150.033691
	Iteration 21Q: 3 clusters Score -3921219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3921233.250000 Penalty: 5150.033691
	Iteration 22Q: 3 clusters Score -3921233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3921243.000000 Penalty: 5150.033691
	Iteration 23Q: 3 clusters Score -3921243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3921241.750000 Penalty: 5150.033691
	Iteration 24Q: 3 clusters Score -3921242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3921240.000000 Penalty: 5150.033691
	Iteration 25Q: 3 clusters Score -3921240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3921246.750000 Penalty: 5150.033691
	Iteration 26Q: 3 clusters Score -3921247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3921247.750000 Penalty: 5150.033691
	Iteration 27Q: 3 clusters Score -3921248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3921244.250000 Penalty: 5150.033691
	Iteration 28Q: 3 clusters Score -3921244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3921253.250000 Penalty: 5150.033691
	Iteration 29Q: 3 clusters Score -3921253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3921256.250000 Penalty: 5150.033691
	Iteration 30Q: 3 clusters Score -3921256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3921254.500000 Penalty: 5150.033691
	Iteration 31Q: 3 clusters Score -3921254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3921257.500000 Penalty: 5150.033691
	Iteration 32Q: 3 clusters Score -3921258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3921257.750000 Penalty: 5150.033691
	Iteration 33Q: 3 clusters Score -3921258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3921257.500000 Penalty: 5150.033691
	Iteration 34Q: 3 clusters Score -3921258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3921259.000000 Penalty: 5150.033691
	Iteration 35Q: 3 clusters Score -3921259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3921258.750000 Penalty: 5150.033691
	Iteration 36Q: 3 clusters Score -3921259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3921257.500000 Penalty: 5150.033691
	Iteration 37Q: 3 clusters Score -3921258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3921257.750000 Penalty: 5150.033691
	Iteration 38Q: 3 clusters Score -3921258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3921259.000000 Penalty: 5150.033691
	Iteration 39Q: 3 clusters Score -3921259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3921261.750000 Penalty: 5150.033691
	Iteration 40F: 3 clusters Score -3921262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3921265.250000 Penalty: 5150.033691
	Iteration 41Q: 3 clusters Score -3921265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3921266.500000 Penalty: 5150.033691
	Iteration 42Q: 3 clusters Score -3921266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3921265.500000 Penalty: 5150.033691
	Iteration 43Q: 3 clusters Score -3921266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3921262.750000 Penalty: 5150.033691
	Iteration 44Q: 3 clusters Score -3921263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3921262.750000 Penalty: 5150.033691
	Iteration 45F: 3 clusters Score -3921263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Entering Unmasked Estep 
Score: -817208.625000 Penalty: 2198.036377
	Iteration 0F: 2 clusters Score -817208.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -811333.125000 Penalty: 4396.072754
	Iteration 0F: 3 clusters Score -811333.1 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -812965.000000 Penalty: 4396.072754
	Iteration 1F: 3 clusters Score -812965 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -813267.500000 Penalty: 4396.072754
	Iteration 2F: 3 clusters Score -813267.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -813466.687500 Penalty: 4396.072754
	Iteration 3F: 3 clusters Score -813466.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -813621.000000 Penalty: 4396.072754
	Iteration 4Q: 3 clusters Score -813621 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -813767.312500 Penalty: 4396.072754
	Iteration 5Q: 3 clusters Score -813767.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -813908.500000 Penalty: 4396.072754
	Iteration 6Q: 3 clusters Score -813908.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -814037.125000 Penalty: 4396.072754
	Iteration 7Q: 3 clusters Score -814037.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -814197.312500 Penalty: 4396.072754
	Iteration 8Q: 3 clusters Score -814197.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -814363.312500 Penalty: 4396.072754
	Iteration 9Q: 3 clusters Score -814363.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -814529.562500 Penalty: 4396.072754
	Iteration 10Q: 3 clusters Score -814529.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -814680.437500 Penalty: 4396.072754
	Iteration 11Q: 3 clusters Score -814680.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -814799.625000 Penalty: 4396.072754
	Iteration 12Q: 3 clusters Score -814799.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -814905.187500 Penalty: 4396.072754
	Iteration 13Q: 3 clusters Score -814905.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -815040.562500 Penalty: 4396.072754
	Iteration 14Q: 3 clusters Score -815040.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -815173.375000 Penalty: 4396.072754
	Iteration 15Q: 3 clusters Score -815173.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -815279.875000 Penalty: 4396.072754
	Iteration 16Q: 3 clusters Score -815279.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -815378.500000 Penalty: 4396.072754
	Iteration 17Q: 3 clusters Score -815378.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -815478.375000 Penalty: 4396.072754
	Iteration 18Q: 3 clusters Score -815478.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -815582.875000 Penalty: 4396.072754
	Iteration 19Q: 3 clusters Score -815582.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -815684.750000 Penalty: 4396.072754
	Iteration 20F: 3 clusters Score -815684.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -815786.375000 Penalty: 4396.072754
	Iteration 21Q: 3 clusters Score -815786.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -815869.250000 Penalty: 4396.072754
	Iteration 22Q: 3 clusters Score -815869.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -815935.312500 Penalty: 4396.072754
	Iteration 23Q: 3 clusters Score -815935.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -815981.687500 Penalty: 4396.072754
	Iteration 24Q: 3 clusters Score -815981.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -816023.312500 Penalty: 4396.072754
	Iteration 25Q: 3 clusters Score -816023.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -816068.562500 Penalty: 4396.072754
	Iteration 26Q: 3 clusters Score -816068.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -816111.812500 Penalty: 4396.072754
	Iteration 27Q: 3 clusters Score -816111.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -816161.812500 Penalty: 4396.072754
	Iteration 28Q: 3 clusters Score -816161.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -816213.312500 Penalty: 4396.072754
	Iteration 29Q: 3 clusters Score -816213.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -816258.812500 Penalty: 4396.072754
	Iteration 30Q: 3 clusters Score -816258.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -816316.500000 Penalty: 4396.072754
	Iteration 31Q: 3 clusters Score -816316.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -816353.875000 Penalty: 4396.072754
	Iteration 32Q: 3 clusters Score -816353.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -816385.000000 Penalty: 4396.072754
	Iteration 33Q: 3 clusters Score -816385 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -816413.437500 Penalty: 4396.072754
	Iteration 34Q: 3 clusters Score -816413.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -816426.687500 Penalty: 4396.072754
	Iteration 35Q: 3 clusters Score -816426.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -816439.812500 Penalty: 4396.072754
	Iteration 36Q: 3 clusters Score -816439.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -816452.187500 Penalty: 4396.072754
	Iteration 37Q: 3 clusters Score -816452.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -816456.625000 Penalty: 4396.072754
	Iteration 38Q: 3 clusters Score -816456.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -816465.500000 Penalty: 4396.072754
	Iteration 39Q: 3 clusters Score -816465.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -816470.812500 Penalty: 4396.072754
	Iteration 40F: 3 clusters Score -816470.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -816476.625000 Penalty: 4396.072754
	Iteration 41Q: 3 clusters Score -816476.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -816484.250000 Penalty: 4396.072754
	Iteration 42Q: 3 clusters Score -816484.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -816485.625000 Penalty: 4396.072754
	Iteration 43Q: 3 clusters Score -816485.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -816490.625000 Penalty: 4396.072754
	Iteration 44Q: 3 clusters Score -816490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -816492.125000 Penalty: 4396.072754
	Iteration 45Q: 3 clusters Score -816492.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -816495.687500 Penalty: 4396.072754
	Iteration 46Q: 3 clusters Score -816495.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -816495.500000 Penalty: 4396.072754
	Iteration 47Q: 3 clusters Score -816495.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -816496.875000 Penalty: 4396.072754
	Iteration 48Q: 3 clusters Score -816496.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -816500.312500 Penalty: 4396.072754
	Iteration 49Q: 3 clusters Score -816500.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -816500.250000 Penalty: 4396.072754
	Iteration 50Q: 3 clusters Score -816500.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -816501.000000 Penalty: 4396.072754
	Iteration 51Q: 3 clusters Score -816501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -816501.000000 Penalty: 4396.072754
	Iteration 52F: 3 clusters Score -816501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Entering Unmasked Estep 
Score: -471644.187500 Penalty: 1982.333984
	Iteration 0F: 2 clusters Score -471644.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -468442.750000 Penalty: 3964.667969
	Iteration 0F: 3 clusters Score -468442.8 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -469237.562500 Penalty: 3964.667969
	Iteration 1F: 3 clusters Score -469237.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -469616.687500 Penalty: 3964.667969
	Iteration 2F: 3 clusters Score -469616.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -469987.062500 Penalty: 3964.667969
	Iteration 3F: 3 clusters Score -469987.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -470301.250000 Penalty: 3964.667969
	Iteration 4F: 3 clusters Score -470301.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -470550.625000 Penalty: 3964.667969
	Iteration 5F: 3 clusters Score -470550.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -470706.187500 Penalty: 3964.667969
	Iteration 6Q: 3 clusters Score -470706.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -470802.937500 Penalty: 3964.667969
	Iteration 7Q: 3 clusters Score -470802.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -470873.593750 Penalty: 3964.667969
	Iteration 8Q: 3 clusters Score -470873.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -470919.812500 Penalty: 3964.667969
	Iteration 9Q: 3 clusters Score -470919.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -470941.750000 Penalty: 3964.667969
	Iteration 10Q: 3 clusters Score -470941.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -470960.187500 Penalty: 3964.667969
	Iteration 11Q: 3 clusters Score -470960.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -470980.312500 Penalty: 3964.667969
	Iteration 12Q: 3 clusters Score -470980.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -470992.406250 Penalty: 3964.667969
	Iteration 13Q: 3 clusters Score -470992.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -470999.281250 Penalty: 3964.667969
	Iteration 14Q: 3 clusters Score -470999.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -471002.343750 Penalty: 3964.667969
	Iteration 15Q: 3 clusters Score -471002.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -471007.187500 Penalty: 3964.667969
	Iteration 16Q: 3 clusters Score -471007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -471008.062500 Penalty: 3964.667969
	Iteration 17Q: 3 clusters Score -471008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -471008.843750 Penalty: 3964.667969
	Iteration 18Q: 3 clusters Score -471008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -471009.281250 Penalty: 3964.667969
	Iteration 19Q: 3 clusters Score -471009.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -471009.281250 Penalty: 3964.667969
	Iteration 20F: 3 clusters Score -471009.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -41279.917969 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -41279.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39797.675781 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -39797.68 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40025.699219 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -40025.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40115.839844 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -40115.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40182.902344 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -40182.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40238.046875 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -40238.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40275.792969 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -40275.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40282.648438 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -40282.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40291.699219 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -40291.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40307.816406 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -40307.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40326.250000 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -40326.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40342.984375 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -40342.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40352.457031 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -40352.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40397.718750 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -40397.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40463.531250 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -40463.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40495.082031 Penalty: 3088.362305
	Iteration 14Q: 3 clusters Score -40495.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40511.507812 Penalty: 3088.362305
	Iteration 15Q: 3 clusters Score -40511.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40532.378906 Penalty: 3088.362305
	Iteration 16Q: 3 clusters Score -40532.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40543.089844 Penalty: 3088.362305
	Iteration 17Q: 3 clusters Score -40543.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40545.125000 Penalty: 3088.362305
	Iteration 18Q: 3 clusters Score -40545.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40545.125000 Penalty: 3088.362305
	Iteration 19F: 3 clusters Score -40545.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -284032.593750 Penalty: 1933.116089
	Iteration 0F: 2 clusters Score -284032.6 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 1212 members 
Entering Unmasked Estep 
Score: -281115.062500 Penalty: 3866.232178
	Iteration 0F: 3 clusters Score -281115.1 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -281638.906250 Penalty: 3866.232178
	Iteration 1F: 3 clusters Score -281638.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -281811.062500 Penalty: 3866.232178
	Iteration 2F: 3 clusters Score -281811.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -281931.656250 Penalty: 3866.232178
	Iteration 3F: 3 clusters Score -281931.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -282005.500000 Penalty: 3866.232178
	Iteration 4Q: 3 clusters Score -282005.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -282069.687500 Penalty: 3866.232178
	Iteration 5Q: 3 clusters Score -282069.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -282119.062500 Penalty: 3866.232178
	Iteration 6Q: 3 clusters Score -282119.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -282162.937500 Penalty: 3866.232178
	Iteration 7Q: 3 clusters Score -282162.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -282213.031250 Penalty: 3866.232178
	Iteration 8Q: 3 clusters Score -282213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -282250.687500 Penalty: 3866.232178
	Iteration 9Q: 3 clusters Score -282250.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -282298.531250 Penalty: 3866.232178
	Iteration 10Q: 3 clusters Score -282298.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -282334.968750 Penalty: 3866.232178
	Iteration 11Q: 3 clusters Score -282335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -282366.062500 Penalty: 3866.232178
	Iteration 12Q: 3 clusters Score -282366.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -282396.625000 Penalty: 3866.232178
	Iteration 13Q: 3 clusters Score -282396.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -282435.562500 Penalty: 3866.232178
	Iteration 14Q: 3 clusters Score -282435.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -282474.000000 Penalty: 3866.232178
	Iteration 15Q: 3 clusters Score -282474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -282502.718750 Penalty: 3866.232178
	Iteration 16Q: 3 clusters Score -282502.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -282532.031250 Penalty: 3866.232178
	Iteration 17Q: 3 clusters Score -282532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -282558.312500 Penalty: 3866.232178
	Iteration 18Q: 3 clusters Score -282558.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -282585.218750 Penalty: 3866.232178
	Iteration 19Q: 3 clusters Score -282585.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -282609.281250 Penalty: 3866.232178
	Iteration 20F: 3 clusters Score -282609.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -282625.750000 Penalty: 3866.232178
	Iteration 21Q: 3 clusters Score -282625.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -282649.312500 Penalty: 3866.232178
	Iteration 22Q: 3 clusters Score -282649.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -282667.968750 Penalty: 3866.232178
	Iteration 23Q: 3 clusters Score -282668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -282685.968750 Penalty: 3866.232178
	Iteration 24Q: 3 clusters Score -282686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -282697.968750 Penalty: 3866.232178
	Iteration 25Q: 3 clusters Score -282698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -282707.593750 Penalty: 3866.232178
	Iteration 26Q: 3 clusters Score -282707.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -282711.468750 Penalty: 3866.232178
	Iteration 27Q: 3 clusters Score -282711.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -282714.656250 Penalty: 3866.232178
	Iteration 28Q: 3 clusters Score -282714.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -282719.031250 Penalty: 3866.232178
	Iteration 29Q: 3 clusters Score -282719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -282721.312500 Penalty: 3866.232178
	Iteration 30Q: 3 clusters Score -282721.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -282724.000000 Penalty: 3866.232178
	Iteration 31Q: 3 clusters Score -282724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -282725.656250 Penalty: 3866.232178
	Iteration 32Q: 3 clusters Score -282725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -282727.625000 Penalty: 3866.232178
	Iteration 33Q: 3 clusters Score -282727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -282729.031250 Penalty: 3866.232178
	Iteration 34Q: 3 clusters Score -282729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -282729.031250 Penalty: 3866.232178
	Iteration 35F: 3 clusters Score -282729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Entering Unmasked Estep 
Score: -1042178.562500 Penalty: 2249.113770
	Iteration 0F: 2 clusters Score -1042179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1035338.312500 Penalty: 4498.227539
	Iteration 0F: 3 clusters Score -1035338 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1037277.812500 Penalty: 4498.227539
	Iteration 1F: 3 clusters Score -1037278 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1037638.437500 Penalty: 4498.227539
	Iteration 2F: 3 clusters Score -1037638 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1037948.000000 Penalty: 4498.227539
	Iteration 3F: 3 clusters Score -1037948 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1038256.937500 Penalty: 4498.227539
	Iteration 4F: 3 clusters Score -1038257 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1038606.875000 Penalty: 4498.227539
	Iteration 5F: 3 clusters Score -1038607 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1039003.312500 Penalty: 4498.227539
	Iteration 6F: 3 clusters Score -1039003 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1039369.000000 Penalty: 4498.227539
	Iteration 7F: 3 clusters Score -1039369 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1039660.125000 Penalty: 4498.227539
	Iteration 8F: 3 clusters Score -1039660 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1039848.562500 Penalty: 4498.227539
	Iteration 9Q: 3 clusters Score -1039849 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1039951.125000 Penalty: 4498.227539
	Iteration 10Q: 3 clusters Score -1039951 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1040014.312500 Penalty: 4498.227539
	Iteration 11Q: 3 clusters Score -1040014 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1040058.875000 Penalty: 4498.227539
	Iteration 12Q: 3 clusters Score -1040059 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1040085.062500 Penalty: 4498.227539
	Iteration 13Q: 3 clusters Score -1040085 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1040102.000000 Penalty: 4498.227539
	Iteration 14Q: 3 clusters Score -1040102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1040115.625000 Penalty: 4498.227539
	Iteration 15Q: 3 clusters Score -1040116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1040126.875000 Penalty: 4498.227539
	Iteration 16Q: 3 clusters Score -1040127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1040133.125000 Penalty: 4498.227539
	Iteration 17Q: 3 clusters Score -1040133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1040137.687500 Penalty: 4498.227539
	Iteration 18Q: 3 clusters Score -1040138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1040142.062500 Penalty: 4498.227539
	Iteration 19Q: 3 clusters Score -1040142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1040145.312500 Penalty: 4498.227539
	Iteration 20F: 3 clusters Score -1040145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1040148.000000 Penalty: 4498.227539
	Iteration 21Q: 3 clusters Score -1040148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1040149.687500 Penalty: 4498.227539
	Iteration 22Q: 3 clusters Score -1040150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1040151.812500 Penalty: 4498.227539
	Iteration 23Q: 3 clusters Score -1040152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1040157.812500 Penalty: 4498.227539
	Iteration 24Q: 3 clusters Score -1040158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1040156.687500 Penalty: 4498.227539
	Iteration 25Q: 3 clusters Score -1040157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1040160.312500 Penalty: 4498.227539
	Iteration 26Q: 3 clusters Score -1040160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1040163.812500 Penalty: 4498.227539
	Iteration 27Q: 3 clusters Score -1040164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1040163.062500 Penalty: 4498.227539
	Iteration 28Q: 3 clusters Score -1040163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1040163.062500 Penalty: 4498.227539
	Iteration 29Q: 3 clusters Score -1040163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1040162.500000 Penalty: 4498.227539
	Iteration 30Q: 3 clusters Score -1040162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1040164.125000 Penalty: 4498.227539
	Iteration 31Q: 3 clusters Score -1040164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1040164.062500 Penalty: 4498.227539
	Iteration 32Q: 3 clusters Score -1040164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1040164.062500 Penalty: 4498.227539
	Iteration 33Q: 3 clusters Score -1040164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1040163.875000 Penalty: 4498.227539
	Iteration 34Q: 3 clusters Score -1040164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1040163.875000 Penalty: 4498.227539
	Iteration 35F: 3 clusters Score -1040164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -140016.281250 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -140016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -138159.140625 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -138159.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -138425.421875 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -138425.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -138516.203125 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -138516.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -138569.140625 Penalty: 3361.712646
	Iteration 3Q: 3 clusters Score -138569.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -138603.718750 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -138603.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -138632.546875 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -138632.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -138645.062500 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -138645.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -138653.093750 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -138653.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -138656.656250 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -138656.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -138660.796875 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -138660.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -138664.234375 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -138664.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -138673.500000 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -138673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -138682.093750 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -138682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -138684.593750 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -138684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -138689.921875 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -138689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -138694.125000 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -138694.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -138704.203125 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -138704.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -138716.390625 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -138716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -138726.078125 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -138726.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -138740.390625 Penalty: 3361.712646
	Iteration 19Q: 3 clusters Score -138740.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -138749.453125 Penalty: 3361.712646
	Iteration 20F: 3 clusters Score -138749.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -138756.968750 Penalty: 3361.712646
	Iteration 21Q: 3 clusters Score -138757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -138765.484375 Penalty: 3361.712646
	Iteration 22Q: 3 clusters Score -138765.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -138768.671875 Penalty: 3361.712646
	Iteration 23Q: 3 clusters Score -138768.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -138772.328125 Penalty: 3361.712646
	Iteration 24Q: 3 clusters Score -138772.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -138785.296875 Penalty: 3361.712646
	Iteration 25Q: 3 clusters Score -138785.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -138820.359375 Penalty: 3361.712646
	Iteration 26Q: 3 clusters Score -138820.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -138879.406250 Penalty: 3361.712646
	Iteration 27Q: 3 clusters Score -138879.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -138952.750000 Penalty: 3361.712646
	Iteration 28Q: 3 clusters Score -138952.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -139030.359375 Penalty: 3361.712646
	Iteration 29Q: 3 clusters Score -139030.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -139143.453125 Penalty: 3361.712646
	Iteration 30Q: 3 clusters Score -139143.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -139202.578125 Penalty: 3361.712646
	Iteration 31Q: 3 clusters Score -139202.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -139244.640625 Penalty: 3361.712646
	Iteration 32Q: 3 clusters Score -139244.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -139280.609375 Penalty: 3361.712646
	Iteration 33Q: 3 clusters Score -139280.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -139306.859375 Penalty: 3361.712646
	Iteration 34Q: 3 clusters Score -139306.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -139343.640625 Penalty: 3361.712646
	Iteration 35Q: 3 clusters Score -139343.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -139374.437500 Penalty: 3361.712646
	Iteration 36Q: 3 clusters Score -139374.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -139396.171875 Penalty: 3361.712646
	Iteration 37Q: 3 clusters Score -139396.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -139417.515625 Penalty: 3361.712646
	Iteration 38Q: 3 clusters Score -139417.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -139427.109375 Penalty: 3361.712646
	Iteration 39Q: 3 clusters Score -139427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -139437.296875 Penalty: 3361.712646
	Iteration 40F: 3 clusters Score -139437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -139444.937500 Penalty: 3361.712646
	Iteration 41Q: 3 clusters Score -139444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -139450.812500 Penalty: 3361.712646
	Iteration 42Q: 3 clusters Score -139450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -139455.656250 Penalty: 3361.712646
	Iteration 43Q: 3 clusters Score -139455.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -139462.406250 Penalty: 3361.712646
	Iteration 44Q: 3 clusters Score -139462.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -139472.187500 Penalty: 3361.712646
	Iteration 45Q: 3 clusters Score -139472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -139481.046875 Penalty: 3361.712646
	Iteration 46Q: 3 clusters Score -139481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -139490.343750 Penalty: 3361.712646
	Iteration 47Q: 3 clusters Score -139490.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -139499.031250 Penalty: 3361.712646
	Iteration 48Q: 3 clusters Score -139499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -139499.031250 Penalty: 3361.712646
	Iteration 49F: 3 clusters Score -139499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -223798.484375 Penalty: 1869.282593
	Iteration 0F: 2 clusters Score -223798.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -221265.125000 Penalty: 3738.565186
	Iteration 0F: 3 clusters Score -221265.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -221722.843750 Penalty: 3738.565186
	Iteration 1F: 3 clusters Score -221722.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -221876.578125 Penalty: 3738.565186
	Iteration 2F: 3 clusters Score -221876.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -221951.671875 Penalty: 3738.565186
	Iteration 3Q: 3 clusters Score -221951.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -222006.453125 Penalty: 3738.565186
	Iteration 4Q: 3 clusters Score -222006.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -222039.968750 Penalty: 3738.565186
	Iteration 5Q: 3 clusters Score -222040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -222060.421875 Penalty: 3738.565186
	Iteration 6Q: 3 clusters Score -222060.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -222077.484375 Penalty: 3738.565186
	Iteration 7Q: 3 clusters Score -222077.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -222089.984375 Penalty: 3738.565186
	Iteration 8Q: 3 clusters Score -222090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -222099.343750 Penalty: 3738.565186
	Iteration 9Q: 3 clusters Score -222099.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -222105.765625 Penalty: 3738.565186
	Iteration 10Q: 3 clusters Score -222105.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -222113.656250 Penalty: 3738.565186
	Iteration 11Q: 3 clusters Score -222113.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -222120.437500 Penalty: 3738.565186
	Iteration 12Q: 3 clusters Score -222120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -222124.812500 Penalty: 3738.565186
	Iteration 13Q: 3 clusters Score -222124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -222130.703125 Penalty: 3738.565186
	Iteration 14Q: 3 clusters Score -222130.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -222133.703125 Penalty: 3738.565186
	Iteration 15Q: 3 clusters Score -222133.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -222135.265625 Penalty: 3738.565186
	Iteration 16Q: 3 clusters Score -222135.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -222136.875000 Penalty: 3738.565186
	Iteration 17Q: 3 clusters Score -222136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -222138.031250 Penalty: 3738.565186
	Iteration 18Q: 3 clusters Score -222138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -222142.406250 Penalty: 3738.565186
	Iteration 19Q: 3 clusters Score -222142.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -222149.156250 Penalty: 3738.565186
	Iteration 20F: 3 clusters Score -222149.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -222153.765625 Penalty: 3738.565186
	Iteration 21Q: 3 clusters Score -222153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -222158.921875 Penalty: 3738.565186
	Iteration 22Q: 3 clusters Score -222158.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -222162.984375 Penalty: 3738.565186
	Iteration 23Q: 3 clusters Score -222163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -222167.250000 Penalty: 3738.565186
	Iteration 24Q: 3 clusters Score -222167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -222170.312500 Penalty: 3738.565186
	Iteration 25Q: 3 clusters Score -222170.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -222172.546875 Penalty: 3738.565186
	Iteration 26Q: 3 clusters Score -222172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -222174.015625 Penalty: 3738.565186
	Iteration 27Q: 3 clusters Score -222174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -222174.906250 Penalty: 3738.565186
	Iteration 28Q: 3 clusters Score -222174.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -222175.218750 Penalty: 3738.565186
	Iteration 29Q: 3 clusters Score -222175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -222175.218750 Penalty: 3738.565186
	Iteration 30F: 3 clusters Score -222175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -448639.750000 Penalty: 2047.702881
	Iteration 0F: 2 clusters Score -448639.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -444821.000000 Penalty: 4095.405762
	Iteration 0F: 3 clusters Score -444821 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -445663.093750 Penalty: 4095.405762
	Iteration 1F: 3 clusters Score -445663.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -445871.781250 Penalty: 4095.405762
	Iteration 2F: 3 clusters Score -445871.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -446006.531250 Penalty: 4095.405762
	Iteration 3F: 3 clusters Score -446006.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -446118.312500 Penalty: 4095.405762
	Iteration 4Q: 3 clusters Score -446118.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -446207.812500 Penalty: 4095.405762
	Iteration 5Q: 3 clusters Score -446207.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -446281.062500 Penalty: 4095.405762
	Iteration 6Q: 3 clusters Score -446281.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -446366.156250 Penalty: 4095.405762
	Iteration 7Q: 3 clusters Score -446366.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -446455.906250 Penalty: 4095.405762
	Iteration 8Q: 3 clusters Score -446455.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -446532.156250 Penalty: 4095.405762
	Iteration 9Q: 3 clusters Score -446532.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -446602.375000 Penalty: 4095.405762
	Iteration 10Q: 3 clusters Score -446602.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -446668.375000 Penalty: 4095.405762
	Iteration 11Q: 3 clusters Score -446668.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -446731.687500 Penalty: 4095.405762
	Iteration 12Q: 3 clusters Score -446731.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -446794.843750 Penalty: 4095.405762
	Iteration 13Q: 3 clusters Score -446794.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -446854.187500 Penalty: 4095.405762
	Iteration 14Q: 3 clusters Score -446854.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -446916.187500 Penalty: 4095.405762
	Iteration 15Q: 3 clusters Score -446916.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -446955.343750 Penalty: 4095.405762
	Iteration 16Q: 3 clusters Score -446955.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -446993.906250 Penalty: 4095.405762
	Iteration 17Q: 3 clusters Score -446993.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -447030.156250 Penalty: 4095.405762
	Iteration 18Q: 3 clusters Score -447030.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -447050.218750 Penalty: 4095.405762
	Iteration 19Q: 3 clusters Score -447050.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -447064.718750 Penalty: 4095.405762
	Iteration 20F: 3 clusters Score -447064.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -447075.125000 Penalty: 4095.405762
	Iteration 21Q: 3 clusters Score -447075.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -447088.812500 Penalty: 4095.405762
	Iteration 22Q: 3 clusters Score -447088.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -447097.531250 Penalty: 4095.405762
	Iteration 23Q: 3 clusters Score -447097.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -447109.343750 Penalty: 4095.405762
	Iteration 24Q: 3 clusters Score -447109.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -447118.000000 Penalty: 4095.405762
	Iteration 25Q: 3 clusters Score -447118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -447126.687500 Penalty: 4095.405762
	Iteration 26Q: 3 clusters Score -447126.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -447132.000000 Penalty: 4095.405762
	Iteration 27Q: 3 clusters Score -447132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -447136.062500 Penalty: 4095.405762
	Iteration 28Q: 3 clusters Score -447136.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -447142.500000 Penalty: 4095.405762
	Iteration 29Q: 3 clusters Score -447142.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -447150.656250 Penalty: 4095.405762
	Iteration 30Q: 3 clusters Score -447150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -447154.843750 Penalty: 4095.405762
	Iteration 31Q: 3 clusters Score -447154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -447156.031250 Penalty: 4095.405762
	Iteration 32Q: 3 clusters Score -447156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -447155.500000 Penalty: 4095.405762
	Iteration 33Q: 3 clusters Score -447155.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -447155.500000 Penalty: 4095.405762
	Iteration 34F: 3 clusters Score -447155.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Entering Unmasked Estep 
Score: -603199.500000 Penalty: 2118.194092
	Iteration 0F: 2 clusters Score -603199.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -598589.000000 Penalty: 4236.388184
	Iteration 0F: 3 clusters Score -598589 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -599734.875000 Penalty: 4236.388184
	Iteration 1F: 3 clusters Score -599734.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -600063.062500 Penalty: 4236.388184
	Iteration 2F: 3 clusters Score -600063.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -600414.625000 Penalty: 4236.388184
	Iteration 3F: 3 clusters Score -600414.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -600810.875000 Penalty: 4236.388184
	Iteration 4F: 3 clusters Score -600810.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -601219.000000 Penalty: 4236.388184
	Iteration 5F: 3 clusters Score -601219 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -601630.312500 Penalty: 4236.388184
	Iteration 6F: 3 clusters Score -601630.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -602051.500000 Penalty: 4236.388184
	Iteration 7F: 3 clusters Score -602051.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -602351.000000 Penalty: 4236.388184
	Iteration 8Q: 3 clusters Score -602351 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -602553.562500 Penalty: 4236.388184
	Iteration 9Q: 3 clusters Score -602553.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -602639.812500 Penalty: 4236.388184
	Iteration 10Q: 3 clusters Score -602639.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -602673.562500 Penalty: 4236.388184
	Iteration 11Q: 3 clusters Score -602673.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -602688.875000 Penalty: 4236.388184
	Iteration 12Q: 3 clusters Score -602688.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -602696.562500 Penalty: 4236.388184
	Iteration 13Q: 3 clusters Score -602696.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -602701.625000 Penalty: 4236.388184
	Iteration 14Q: 3 clusters Score -602701.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -602703.500000 Penalty: 4236.388184
	Iteration 15Q: 3 clusters Score -602703.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -602705.500000 Penalty: 4236.388184
	Iteration 16Q: 3 clusters Score -602705.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -602708.437500 Penalty: 4236.388184
	Iteration 17Q: 3 clusters Score -602708.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -602710.937500 Penalty: 4236.388184
	Iteration 18Q: 3 clusters Score -602710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -602710.562500 Penalty: 4236.388184
	Iteration 19Q: 3 clusters Score -602710.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -602710.562500 Penalty: 4236.388184
	Iteration 20F: 3 clusters Score -602710.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Entering Unmasked Estep 
Score: -486489.718750 Penalty: 2057.419678
	Iteration 0F: 2 clusters Score -486489.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -482595.593750 Penalty: 4114.839355
	Iteration 0F: 3 clusters Score -482595.6 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -483435.593750 Penalty: 4114.839355
	Iteration 1F: 3 clusters Score -483435.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -483613.500000 Penalty: 4114.839355
	Iteration 2F: 3 clusters Score -483613.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -483705.343750 Penalty: 4114.839355
	Iteration 3Q: 3 clusters Score -483705.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -483765.875000 Penalty: 4114.839355
	Iteration 4Q: 3 clusters Score -483765.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -483823.406250 Penalty: 4114.839355
	Iteration 5Q: 3 clusters Score -483823.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -483869.125000 Penalty: 4114.839355
	Iteration 6Q: 3 clusters Score -483869.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -483907.937500 Penalty: 4114.839355
	Iteration 7Q: 3 clusters Score -483907.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -483947.468750 Penalty: 4114.839355
	Iteration 8Q: 3 clusters Score -483947.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -483986.187500 Penalty: 4114.839355
	Iteration 9Q: 3 clusters Score -483986.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -484030.375000 Penalty: 4114.839355
	Iteration 10Q: 3 clusters Score -484030.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -484075.500000 Penalty: 4114.839355
	Iteration 11Q: 3 clusters Score -484075.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -484130.250000 Penalty: 4114.839355
	Iteration 12Q: 3 clusters Score -484130.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -484194.062500 Penalty: 4114.839355
	Iteration 13Q: 3 clusters Score -484194.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -484257.718750 Penalty: 4114.839355
	Iteration 14Q: 3 clusters Score -484257.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -484310.468750 Penalty: 4114.839355
	Iteration 15Q: 3 clusters Score -484310.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -484361.281250 Penalty: 4114.839355
	Iteration 16Q: 3 clusters Score -484361.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -484403.031250 Penalty: 4114.839355
	Iteration 17Q: 3 clusters Score -484403 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -484443.687500 Penalty: 4114.839355
	Iteration 18Q: 3 clusters Score -484443.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -484481.250000 Penalty: 4114.839355
	Iteration 19Q: 3 clusters Score -484481.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -484515.812500 Penalty: 4114.839355
	Iteration 20F: 3 clusters Score -484515.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -484544.125000 Penalty: 4114.839355
	Iteration 21Q: 3 clusters Score -484544.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -484563.843750 Penalty: 4114.839355
	Iteration 22Q: 3 clusters Score -484563.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -484585.812500 Penalty: 4114.839355
	Iteration 23Q: 3 clusters Score -484585.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -484612.093750 Penalty: 4114.839355
	Iteration 24Q: 3 clusters Score -484612.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -484638.062500 Penalty: 4114.839355
	Iteration 25Q: 3 clusters Score -484638.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -484654.687500 Penalty: 4114.839355
	Iteration 26Q: 3 clusters Score -484654.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -484661.937500 Penalty: 4114.839355
	Iteration 27Q: 3 clusters Score -484661.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -484665.718750 Penalty: 4114.839355
	Iteration 28Q: 3 clusters Score -484665.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -484667.625000 Penalty: 4114.839355
	Iteration 29Q: 3 clusters Score -484667.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -484670.781250 Penalty: 4114.839355
	Iteration 30Q: 3 clusters Score -484670.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -484674.531250 Penalty: 4114.839355
	Iteration 31Q: 3 clusters Score -484674.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -484676.062500 Penalty: 4114.839355
	Iteration 32Q: 3 clusters Score -484676.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -484679.843750 Penalty: 4114.839355
	Iteration 33Q: 3 clusters Score -484679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -484683.031250 Penalty: 4114.839355
	Iteration 34Q: 3 clusters Score -484683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -484685.781250 Penalty: 4114.839355
	Iteration 35Q: 3 clusters Score -484685.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -484688.718750 Penalty: 4114.839355
	Iteration 36Q: 3 clusters Score -484688.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -484693.062500 Penalty: 4114.839355
	Iteration 37Q: 3 clusters Score -484693.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -484696.062500 Penalty: 4114.839355
	Iteration 38Q: 3 clusters Score -484696.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -484701.125000 Penalty: 4114.839355
	Iteration 39Q: 3 clusters Score -484701.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -484707.375000 Penalty: 4114.839355
	Iteration 40F: 3 clusters Score -484707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -484710.500000 Penalty: 4114.839355
	Iteration 41Q: 3 clusters Score -484710.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -484713.187500 Penalty: 4114.839355
	Iteration 42Q: 3 clusters Score -484713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -484715.156250 Penalty: 4114.839355
	Iteration 43Q: 3 clusters Score -484715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -484716.562500 Penalty: 4114.839355
	Iteration 44Q: 3 clusters Score -484716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -484718.281250 Penalty: 4114.839355
	Iteration 45Q: 3 clusters Score -484718.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -484720.500000 Penalty: 4114.839355
	Iteration 46Q: 3 clusters Score -484720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -484722.937500 Penalty: 4114.839355
	Iteration 47Q: 3 clusters Score -484722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -484725.125000 Penalty: 4114.839355
	Iteration 48Q: 3 clusters Score -484725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -484728.093750 Penalty: 4114.839355
	Iteration 49Q: 3 clusters Score -484728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -484732.062500 Penalty: 4114.839355
	Iteration 50Q: 3 clusters Score -484732.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -484731.781250 Penalty: 4114.839355
	Iteration 51Q: 3 clusters Score -484731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -484732.468750 Penalty: 4114.839355
	Iteration 52Q: 3 clusters Score -484732.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -484732.468750 Penalty: 4114.839355
	Iteration 53F: 3 clusters Score -484732.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (12458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Entering Unmasked Estep 
Score: -1341615.250000 Penalty: 2338.669434
	Iteration 0F: 2 clusters Score -1341615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1332402.000000 Penalty: 4677.338867
	Iteration 0F: 3 clusters Score -1332402 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1335546.125000 Penalty: 4677.338867
	Iteration 1F: 3 clusters Score -1335546 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1336210.875000 Penalty: 4677.338867
	Iteration 2F: 3 clusters Score -1336211 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1336858.625000 Penalty: 4677.338867
	Iteration 3F: 3 clusters Score -1336859 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1337530.375000 Penalty: 4677.338867
	Iteration 4F: 3 clusters Score -1337530 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1338216.125000 Penalty: 4677.338867
	Iteration 5F: 3 clusters Score -1338216 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1338812.125000 Penalty: 4677.338867
	Iteration 6F: 3 clusters Score -1338812 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1339330.000000 Penalty: 4677.338867
	Iteration 7F: 3 clusters Score -1339330 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1339688.500000 Penalty: 4677.338867
	Iteration 8Q: 3 clusters Score -1339688 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1339936.875000 Penalty: 4677.338867
	Iteration 9Q: 3 clusters Score -1339937 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1340135.875000 Penalty: 4677.338867
	Iteration 10Q: 3 clusters Score -1340136 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1340306.375000 Penalty: 4677.338867
	Iteration 11Q: 3 clusters Score -1340306 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1340448.250000 Penalty: 4677.338867
	Iteration 12Q: 3 clusters Score -1340448 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1340566.750000 Penalty: 4677.338867
	Iteration 13Q: 3 clusters Score -1340567 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1340681.500000 Penalty: 4677.338867
	Iteration 14Q: 3 clusters Score -1340682 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1340770.125000 Penalty: 4677.338867
	Iteration 15Q: 3 clusters Score -1340770 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1340833.250000 Penalty: 4677.338867
	Iteration 16Q: 3 clusters Score -1340833 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1340880.125000 Penalty: 4677.338867
	Iteration 17Q: 3 clusters Score -1340880 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1340916.875000 Penalty: 4677.338867
	Iteration 18Q: 3 clusters Score -1340917 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1340937.625000 Penalty: 4677.338867
	Iteration 19Q: 3 clusters Score -1340938 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1340956.750000 Penalty: 4677.338867
	Iteration 20F: 3 clusters Score -1340957 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1340971.750000 Penalty: 4677.338867
	Iteration 21Q: 3 clusters Score -1340972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1340983.625000 Penalty: 4677.338867
	Iteration 22Q: 3 clusters Score -1340984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1340994.375000 Penalty: 4677.338867
	Iteration 23Q: 3 clusters Score -1340994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1341001.750000 Penalty: 4677.338867
	Iteration 24Q: 3 clusters Score -1341002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1341009.750000 Penalty: 4677.338867
	Iteration 25Q: 3 clusters Score -1341010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1341011.000000 Penalty: 4677.338867
	Iteration 26Q: 3 clusters Score -1341011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1341020.500000 Penalty: 4677.338867
	Iteration 27Q: 3 clusters Score -1341020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1341027.250000 Penalty: 4677.338867
	Iteration 28Q: 3 clusters Score -1341027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1341026.875000 Penalty: 4677.338867
	Iteration 29Q: 3 clusters Score -1341027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1341029.875000 Penalty: 4677.338867
	Iteration 30Q: 3 clusters Score -1341030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1341027.125000 Penalty: 4677.338867
	Iteration 31Q: 3 clusters Score -1341027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1341029.250000 Penalty: 4677.338867
	Iteration 32Q: 3 clusters Score -1341029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1341030.750000 Penalty: 4677.338867
	Iteration 33Q: 3 clusters Score -1341031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1341032.875000 Penalty: 4677.338867
	Iteration 34Q: 3 clusters Score -1341033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1341036.625000 Penalty: 4677.338867
	Iteration 35Q: 3 clusters Score -1341037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1341034.250000 Penalty: 4677.338867
	Iteration 36Q: 3 clusters Score -1341034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1341037.250000 Penalty: 4677.338867
	Iteration 37Q: 3 clusters Score -1341037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1341040.000000 Penalty: 4677.338867
	Iteration 38Q: 3 clusters Score -1341040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1341046.625000 Penalty: 4677.338867
	Iteration 39Q: 3 clusters Score -1341047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1341046.750000 Penalty: 4677.338867
	Iteration 40F: 3 clusters Score -1341047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1341051.875000 Penalty: 4677.338867
	Iteration 41Q: 3 clusters Score -1341052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1341053.875000 Penalty: 4677.338867
	Iteration 42Q: 3 clusters Score -1341054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1341056.625000 Penalty: 4677.338867
	Iteration 43Q: 3 clusters Score -1341057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1341065.250000 Penalty: 4677.338867
	Iteration 44Q: 3 clusters Score -1341065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1341070.625000 Penalty: 4677.338867
	Iteration 45Q: 3 clusters Score -1341071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1341072.250000 Penalty: 4677.338867
	Iteration 46Q: 3 clusters Score -1341072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1341074.375000 Penalty: 4677.338867
	Iteration 47Q: 3 clusters Score -1341074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1341074.125000 Penalty: 4677.338867
	Iteration 48Q: 3 clusters Score -1341074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1341076.125000 Penalty: 4677.338867
	Iteration 49Q: 3 clusters Score -1341076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1341078.000000 Penalty: 4677.338867
	Iteration 50Q: 3 clusters Score -1341078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1341079.625000 Penalty: 4677.338867
	Iteration 51Q: 3 clusters Score -1341080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1341081.500000 Penalty: 4677.338867
	Iteration 52Q: 3 clusters Score -1341082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1341080.250000 Penalty: 4677.338867
	Iteration 53Q: 3 clusters Score -1341080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1341078.500000 Penalty: 4677.338867
	Iteration 54Q: 3 clusters Score -1341078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1341079.750000 Penalty: 4677.338867
	Iteration 55Q: 3 clusters Score -1341080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1341082.000000 Penalty: 4677.338867
	Iteration 56Q: 3 clusters Score -1341082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1341082.000000 Penalty: 4677.338867
	Iteration 57Q: 3 clusters Score -1341082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1341081.125000 Penalty: 4677.338867
	Iteration 58Q: 3 clusters Score -1341081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1341081.500000 Penalty: 4677.338867
	Iteration 59Q: 3 clusters Score -1341082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1341080.750000 Penalty: 4677.338867
	Iteration 60F: 3 clusters Score -1341081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -880049.437500 Penalty: 2211.260254
	Iteration 0F: 2 clusters Score -880049.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -874165.062500 Penalty: 4422.520508
	Iteration 0F: 3 clusters Score -874165.1 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -876174.562500 Penalty: 4422.520508
	Iteration 1F: 3 clusters Score -876174.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -876775.375000 Penalty: 4422.520508
	Iteration 2F: 3 clusters Score -876775.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -877219.375000 Penalty: 4422.520508
	Iteration 3F: 3 clusters Score -877219.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -877559.750000 Penalty: 4422.520508
	Iteration 4F: 3 clusters Score -877559.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -877793.125000 Penalty: 4422.520508
	Iteration 5Q: 3 clusters Score -877793.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -877987.062500 Penalty: 4422.520508
	Iteration 6Q: 3 clusters Score -877987.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -878121.000000 Penalty: 4422.520508
	Iteration 7Q: 3 clusters Score -878121 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -878195.750000 Penalty: 4422.520508
	Iteration 8Q: 3 clusters Score -878195.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -878239.187500 Penalty: 4422.520508
	Iteration 9Q: 3 clusters Score -878239.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -878270.625000 Penalty: 4422.520508
	Iteration 10Q: 3 clusters Score -878270.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -878296.625000 Penalty: 4422.520508
	Iteration 11Q: 3 clusters Score -878296.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -878314.125000 Penalty: 4422.520508
	Iteration 12Q: 3 clusters Score -878314.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -878328.937500 Penalty: 4422.520508
	Iteration 13Q: 3 clusters Score -878328.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -878345.500000 Penalty: 4422.520508
	Iteration 14Q: 3 clusters Score -878345.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -878356.500000 Penalty: 4422.520508
	Iteration 15Q: 3 clusters Score -878356.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -878364.250000 Penalty: 4422.520508
	Iteration 16Q: 3 clusters Score -878364.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -878375.187500 Penalty: 4422.520508
	Iteration 17Q: 3 clusters Score -878375.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -878391.062500 Penalty: 4422.520508
	Iteration 18Q: 3 clusters Score -878391.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -878411.312500 Penalty: 4422.520508
	Iteration 19Q: 3 clusters Score -878411.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -878436.312500 Penalty: 4422.520508
	Iteration 20F: 3 clusters Score -878436.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -878471.062500 Penalty: 4422.520508
	Iteration 21Q: 3 clusters Score -878471.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -878509.437500 Penalty: 4422.520508
	Iteration 22Q: 3 clusters Score -878509.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -878546.562500 Penalty: 4422.520508
	Iteration 23Q: 3 clusters Score -878546.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -878585.125000 Penalty: 4422.520508
	Iteration 24Q: 3 clusters Score -878585.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -878625.750000 Penalty: 4422.520508
	Iteration 25Q: 3 clusters Score -878625.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -878649.875000 Penalty: 4422.520508
	Iteration 26Q: 3 clusters Score -878649.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -878661.625000 Penalty: 4422.520508
	Iteration 27Q: 3 clusters Score -878661.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -878670.812500 Penalty: 4422.520508
	Iteration 28Q: 3 clusters Score -878670.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -878680.187500 Penalty: 4422.520508
	Iteration 29Q: 3 clusters Score -878680.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -878683.937500 Penalty: 4422.520508
	Iteration 30Q: 3 clusters Score -878683.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -878689.687500 Penalty: 4422.520508
	Iteration 31Q: 3 clusters Score -878689.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -878693.250000 Penalty: 4422.520508
	Iteration 32Q: 3 clusters Score -878693.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -878695.062500 Penalty: 4422.520508
	Iteration 33Q: 3 clusters Score -878695.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -878694.375000 Penalty: 4422.520508
	Iteration 34Q: 3 clusters Score -878694.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -878699.187500 Penalty: 4422.520508
	Iteration 35Q: 3 clusters Score -878699.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -878701.937500 Penalty: 4422.520508
	Iteration 36Q: 3 clusters Score -878701.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -878705.125000 Penalty: 4422.520508
	Iteration 37Q: 3 clusters Score -878705.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -878705.312500 Penalty: 4422.520508
	Iteration 38Q: 3 clusters Score -878705.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -878710.250000 Penalty: 4422.520508
	Iteration 39Q: 3 clusters Score -878710.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -878715.375000 Penalty: 4422.520508
	Iteration 40F: 3 clusters Score -878715.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -878717.000000 Penalty: 4422.520508
	Iteration 41Q: 3 clusters Score -878717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -878721.875000 Penalty: 4422.520508
	Iteration 42Q: 3 clusters Score -878721.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -878723.375000 Penalty: 4422.520508
	Iteration 43Q: 3 clusters Score -878723.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -878727.812500 Penalty: 4422.520508
	Iteration 44Q: 3 clusters Score -878727.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -878734.687500 Penalty: 4422.520508
	Iteration 45Q: 3 clusters Score -878734.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -878740.062500 Penalty: 4422.520508
	Iteration 46Q: 3 clusters Score -878740.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -878746.937500 Penalty: 4422.520508
	Iteration 47Q: 3 clusters Score -878746.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -878758.750000 Penalty: 4422.520508
	Iteration 48Q: 3 clusters Score -878758.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -878768.312500 Penalty: 4422.520508
	Iteration 49Q: 3 clusters Score -878768.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -878773.375000 Penalty: 4422.520508
	Iteration 50Q: 3 clusters Score -878773.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -878780.187500 Penalty: 4422.520508
	Iteration 51Q: 3 clusters Score -878780.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -878788.937500 Penalty: 4422.520508
	Iteration 52Q: 3 clusters Score -878788.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -878796.437500 Penalty: 4422.520508
	Iteration 53Q: 3 clusters Score -878796.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -878806.750000 Penalty: 4422.520508
	Iteration 54Q: 3 clusters Score -878806.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -878818.500000 Penalty: 4422.520508
	Iteration 55Q: 3 clusters Score -878818.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -878830.000000 Penalty: 4422.520508
	Iteration 56Q: 3 clusters Score -878830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -878842.562500 Penalty: 4422.520508
	Iteration 57Q: 3 clusters Score -878842.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -878855.187500 Penalty: 4422.520508
	Iteration 58Q: 3 clusters Score -878855.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -878870.500000 Penalty: 4422.520508
	Iteration 59Q: 3 clusters Score -878870.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -878892.687500 Penalty: 4422.520508
	Iteration 60F: 3 clusters Score -878892.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -878944.125000 Penalty: 4422.520508
	Iteration 61Q: 3 clusters Score -878944.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -879013.625000 Penalty: 4422.520508
	Iteration 62Q: 3 clusters Score -879013.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -879095.687500 Penalty: 4422.520508
	Iteration 63Q: 3 clusters Score -879095.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -879165.812500 Penalty: 4422.520508
	Iteration 64Q: 3 clusters Score -879165.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -879230.625000 Penalty: 4422.520508
	Iteration 65Q: 3 clusters Score -879230.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -879274.562500 Penalty: 4422.520508
	Iteration 66Q: 3 clusters Score -879274.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -879296.562500 Penalty: 4422.520508
	Iteration 67Q: 3 clusters Score -879296.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -879309.750000 Penalty: 4422.520508
	Iteration 68Q: 3 clusters Score -879309.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -879318.375000 Penalty: 4422.520508
	Iteration 69Q: 3 clusters Score -879318.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -879324.687500 Penalty: 4422.520508
	Iteration 70Q: 3 clusters Score -879324.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -879329.875000 Penalty: 4422.520508
	Iteration 71Q: 3 clusters Score -879329.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -879335.187500 Penalty: 4422.520508
	Iteration 72Q: 3 clusters Score -879335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -879335.187500 Penalty: 4422.520508
	Iteration 73Q: 3 clusters Score -879335.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -879338.500000 Penalty: 4422.520508
	Iteration 74Q: 3 clusters Score -879338.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -879338.750000 Penalty: 4422.520508
	Iteration 75Q: 3 clusters Score -879338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -879339.937500 Penalty: 4422.520508
	Iteration 76Q: 3 clusters Score -879339.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -879341.687500 Penalty: 4422.520508
	Iteration 77Q: 3 clusters Score -879341.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -879342.250000 Penalty: 4422.520508
	Iteration 78Q: 3 clusters Score -879342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -879343.250000 Penalty: 4422.520508
	Iteration 79Q: 3 clusters Score -879343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -879344.812500 Penalty: 4422.520508
	Iteration 80F: 3 clusters Score -879344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -879344.500000 Penalty: 4422.520508
	Iteration 81Q: 3 clusters Score -879344.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -879344.937500 Penalty: 4422.520508
	Iteration 82Q: 3 clusters Score -879344.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -879348.437500 Penalty: 4422.520508
	Iteration 83Q: 3 clusters Score -879348.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -879350.687500 Penalty: 4422.520508
	Iteration 84Q: 3 clusters Score -879350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -879351.875000 Penalty: 4422.520508
	Iteration 85Q: 3 clusters Score -879351.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -879354.125000 Penalty: 4422.520508
	Iteration 86Q: 3 clusters Score -879354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -879357.250000 Penalty: 4422.520508
	Iteration 87Q: 3 clusters Score -879357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -879358.750000 Penalty: 4422.520508
	Iteration 88Q: 3 clusters Score -879358.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -879360.937500 Penalty: 4422.520508
	Iteration 89Q: 3 clusters Score -879360.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -879360.625000 Penalty: 4422.520508
	Iteration 90Q: 3 clusters Score -879360.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -879364.812500 Penalty: 4422.520508
	Iteration 91Q: 3 clusters Score -879364.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -879363.875000 Penalty: 4422.520508
	Iteration 92Q: 3 clusters Score -879363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -879365.062500 Penalty: 4422.520508
	Iteration 93Q: 3 clusters Score -879365.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -879367.437500 Penalty: 4422.520508
	Iteration 94Q: 3 clusters Score -879367.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -879367.437500 Penalty: 4422.520508
	Iteration 95F: 3 clusters Score -879367.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Entering Unmasked Estep 
Score: -1384420.750000 Penalty: 2309.777344
	Iteration 0F: 2 clusters Score -1384421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1376077.125000 Penalty: 4619.554688
	Iteration 0F: 3 clusters Score -1376077 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1378652.125000 Penalty: 4619.554688
	Iteration 1F: 3 clusters Score -1378652 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1379043.250000 Penalty: 4619.554688
	Iteration 2F: 3 clusters Score -1379043 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1379378.250000 Penalty: 4619.554688
	Iteration 3F: 3 clusters Score -1379378 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1379739.375000 Penalty: 4619.554688
	Iteration 4F: 3 clusters Score -1379739 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1380138.750000 Penalty: 4619.554688
	Iteration 5F: 3 clusters Score -1380139 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1380541.750000 Penalty: 4619.554688
	Iteration 6F: 3 clusters Score -1380542 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1380945.375000 Penalty: 4619.554688
	Iteration 7F: 3 clusters Score -1380945 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1381357.375000 Penalty: 4619.554688
	Iteration 8Q: 3 clusters Score -1381357 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1381751.875000 Penalty: 4619.554688
	Iteration 9Q: 3 clusters Score -1381752 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1382095.500000 Penalty: 4619.554688
	Iteration 10Q: 3 clusters Score -1382096 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1382402.500000 Penalty: 4619.554688
	Iteration 11Q: 3 clusters Score -1382402 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1382686.750000 Penalty: 4619.554688
	Iteration 12Q: 3 clusters Score -1382687 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1382888.000000 Penalty: 4619.554688
	Iteration 13Q: 3 clusters Score -1382888 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1383032.625000 Penalty: 4619.554688
	Iteration 14Q: 3 clusters Score -1383033 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1383122.375000 Penalty: 4619.554688
	Iteration 15Q: 3 clusters Score -1383122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1383171.375000 Penalty: 4619.554688
	Iteration 16Q: 3 clusters Score -1383171 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1383203.125000 Penalty: 4619.554688
	Iteration 17Q: 3 clusters Score -1383203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1383222.625000 Penalty: 4619.554688
	Iteration 18Q: 3 clusters Score -1383223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1383235.875000 Penalty: 4619.554688
	Iteration 19Q: 3 clusters Score -1383236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1383236.125000 Penalty: 4619.554688
	Iteration 20F: 3 clusters Score -1383236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1383245.500000 Penalty: 4619.554688
	Iteration 21Q: 3 clusters Score -1383246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1383247.375000 Penalty: 4619.554688
	Iteration 22Q: 3 clusters Score -1383247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1383248.875000 Penalty: 4619.554688
	Iteration 23Q: 3 clusters Score -1383249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1383249.750000 Penalty: 4619.554688
	Iteration 24Q: 3 clusters Score -1383250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1383250.375000 Penalty: 4619.554688
	Iteration 25Q: 3 clusters Score -1383250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1383252.875000 Penalty: 4619.554688
	Iteration 26Q: 3 clusters Score -1383253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1383257.000000 Penalty: 4619.554688
	Iteration 27Q: 3 clusters Score -1383257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1383255.875000 Penalty: 4619.554688
	Iteration 28Q: 3 clusters Score -1383256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1383257.000000 Penalty: 4619.554688
	Iteration 29Q: 3 clusters Score -1383257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1383260.125000 Penalty: 4619.554688
	Iteration 30Q: 3 clusters Score -1383260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1383261.625000 Penalty: 4619.554688
	Iteration 31Q: 3 clusters Score -1383262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1383262.375000 Penalty: 4619.554688
	Iteration 32Q: 3 clusters Score -1383262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1383263.500000 Penalty: 4619.554688
	Iteration 33Q: 3 clusters Score -1383264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1383266.125000 Penalty: 4619.554688
	Iteration 34Q: 3 clusters Score -1383266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1383263.750000 Penalty: 4619.554688
	Iteration 35Q: 3 clusters Score -1383264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1383264.625000 Penalty: 4619.554688
	Iteration 36Q: 3 clusters Score -1383265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1383271.375000 Penalty: 4619.554688
	Iteration 37Q: 3 clusters Score -1383271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1383272.750000 Penalty: 4619.554688
	Iteration 38Q: 3 clusters Score -1383273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1383274.750000 Penalty: 4619.554688
	Iteration 39Q: 3 clusters Score -1383275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1383273.875000 Penalty: 4619.554688
	Iteration 40F: 3 clusters Score -1383274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1383277.000000 Penalty: 4619.554688
	Iteration 41Q: 3 clusters Score -1383277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1383277.250000 Penalty: 4619.554688
	Iteration 42Q: 3 clusters Score -1383277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1383279.250000 Penalty: 4619.554688
	Iteration 43Q: 3 clusters Score -1383279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1383279.250000 Penalty: 4619.554688
	Iteration 44F: 3 clusters Score -1383279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Entering Unmasked Estep 
Score: -353915.531250 Penalty: 1984.419067
	Iteration 0F: 2 clusters Score -353915.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -350647.468750 Penalty: 3968.838135
	Iteration 0F: 3 clusters Score -350647.5 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -351332.500000 Penalty: 3968.838135
	Iteration 1F: 3 clusters Score -351332.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -351538.031250 Penalty: 3968.838135
	Iteration 2F: 3 clusters Score -351538 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -351698.406250 Penalty: 3968.838135
	Iteration 3F: 3 clusters Score -351698.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -351821.812500 Penalty: 3968.838135
	Iteration 4Q: 3 clusters Score -351821.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -351916.187500 Penalty: 3968.838135
	Iteration 5Q: 3 clusters Score -351916.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -351997.625000 Penalty: 3968.838135
	Iteration 6Q: 3 clusters Score -351997.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -352049.406250 Penalty: 3968.838135
	Iteration 7Q: 3 clusters Score -352049.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -352097.906250 Penalty: 3968.838135
	Iteration 8Q: 3 clusters Score -352097.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -352134.218750 Penalty: 3968.838135
	Iteration 9Q: 3 clusters Score -352134.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -352162.375000 Penalty: 3968.838135
	Iteration 10Q: 3 clusters Score -352162.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -352187.906250 Penalty: 3968.838135
	Iteration 11Q: 3 clusters Score -352187.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -352209.156250 Penalty: 3968.838135
	Iteration 12Q: 3 clusters Score -352209.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -352230.218750 Penalty: 3968.838135
	Iteration 13Q: 3 clusters Score -352230.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -352247.093750 Penalty: 3968.838135
	Iteration 14Q: 3 clusters Score -352247.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -352256.718750 Penalty: 3968.838135
	Iteration 15Q: 3 clusters Score -352256.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -352261.500000 Penalty: 3968.838135
	Iteration 16Q: 3 clusters Score -352261.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -352268.593750 Penalty: 3968.838135
	Iteration 17Q: 3 clusters Score -352268.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -352273.343750 Penalty: 3968.838135
	Iteration 18Q: 3 clusters Score -352273.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -352276.593750 Penalty: 3968.838135
	Iteration 19Q: 3 clusters Score -352276.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -352276.437500 Penalty: 3968.838135
	Iteration 20F: 3 clusters Score -352276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -352277.468750 Penalty: 3968.838135
	Iteration 21Q: 3 clusters Score -352277.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -352277.312500 Penalty: 3968.838135
	Iteration 22Q: 3 clusters Score -352277.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -352277.312500 Penalty: 3968.838135
	Iteration 23F: 3 clusters Score -352277.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Entering Unmasked Estep 
Score: -189151.203125 Penalty: 1766.270874
	Iteration 0F: 2 clusters Score -189151.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -187158.812500 Penalty: 3532.541748
	Iteration 0F: 3 clusters Score -187158.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -188091.187500 Penalty: 3532.541748
	Iteration 1F: 3 clusters Score -188091.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -188519.718750 Penalty: 3532.541748
	Iteration 2F: 3 clusters Score -188519.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -188800.765625 Penalty: 3532.541748
	Iteration 3F: 3 clusters Score -188800.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -189074.828125 Penalty: 3532.541748
	Iteration 4F: 3 clusters Score -189074.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -189255.890625 Penalty: 3532.541748
	Iteration 5F: 3 clusters Score -189255.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -189347.875000 Penalty: 3532.541748
	Iteration 6Q: 3 clusters Score -189347.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -189437.843750 Penalty: 3532.541748
	Iteration 7Q: 3 clusters Score -189437.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -189479.625000 Penalty: 3532.541748
	Iteration 8Q: 3 clusters Score -189479.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -189505.984375 Penalty: 3532.541748
	Iteration 9Q: 3 clusters Score -189506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -189527.218750 Penalty: 3532.541748
	Iteration 10Q: 3 clusters Score -189527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -189535.078125 Penalty: 3532.541748
	Iteration 11Q: 3 clusters Score -189535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -189535.921875 Penalty: 3532.541748
	Iteration 12Q: 3 clusters Score -189535.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -189536.625000 Penalty: 3532.541748
	Iteration 13Q: 3 clusters Score -189536.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -189536.625000 Penalty: 3532.541748
	Iteration 14F: 3 clusters Score -189536.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235495 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 75775 members 
Mstep: Class 15 contains 7747 members 
Mstep: Class 16 contains 6057 members 
Mstep: Class 17 contains 136484 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 9504 members 
Mstep: Class 21 contains 3966 members 
Mstep: Class 22 contains 6381 members 
Mstep: Class 23 contains 1060 members 
Mstep: Class 24 contains 16390 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41630 members 
Mstep: Class 32 contains 5065 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 15495 members 
Mstep: Class 35 contains 96625 members 
Mstep: Class 36 contains 32310 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4008 members 
Mstep: Class 47 contains 12458 members 
Mstep: Class 48 contains 7453 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 506 members 
Mstep: Class 52 contains 10321 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16568 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15770 members 
Mstep: Class 61 contains 29415 members 
Mstep: Class 62 contains 32741 members 
Mstep: Class 63 contains 92135 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2430 members 
Mstep: Class 67 contains 4011 members 
Mstep: Class 68 contains 19129 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1707 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9737 members 
Mstep: Class 77 contains 10910 members 
Mstep: Class 78 contains 780 members 
Mstep: Class 79 contains 733 members 
Entering Unmasked Estep 
Score: -154531280.000000 Penalty: 276011.125000
Splitting cluster 51 changes total score from -154532416.000000 to -154531280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (10321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Entering Unmasked Estep 
Score: -1221981.250000 Penalty: 2292.000000
	Iteration 0F: 2 clusters Score -1221981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1214101.750000 Penalty: 4584.000000
	Iteration 0F: 3 clusters Score -1214102 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1216499.250000 Penalty: 4584.000000
	Iteration 1F: 3 clusters Score -1216499 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1217063.500000 Penalty: 4584.000000
	Iteration 2F: 3 clusters Score -1217064 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1217754.125000 Penalty: 4584.000000
	Iteration 3F: 3 clusters Score -1217754 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1218602.250000 Penalty: 4584.000000
	Iteration 4F: 3 clusters Score -1218602 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1219357.375000 Penalty: 4584.000000
	Iteration 5F: 3 clusters Score -1219357 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1219920.750000 Penalty: 4584.000000
	Iteration 6F: 3 clusters Score -1219921 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1220315.875000 Penalty: 4584.000000
	Iteration 7Q: 3 clusters Score -1220316 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1220572.500000 Penalty: 4584.000000
	Iteration 8Q: 3 clusters Score -1220572 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1220696.125000 Penalty: 4584.000000
	Iteration 9Q: 3 clusters Score -1220696 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1220782.000000 Penalty: 4584.000000
	Iteration 10Q: 3 clusters Score -1220782 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1220851.250000 Penalty: 4584.000000
	Iteration 11Q: 3 clusters Score -1220851 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1220925.250000 Penalty: 4584.000000
	Iteration 12Q: 3 clusters Score -1220925 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1220992.750000 Penalty: 4584.000000
	Iteration 13Q: 3 clusters Score -1220993 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1221063.500000 Penalty: 4584.000000
	Iteration 14Q: 3 clusters Score -1221064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1221131.000000 Penalty: 4584.000000
	Iteration 15Q: 3 clusters Score -1221131 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1221222.000000 Penalty: 4584.000000
	Iteration 16Q: 3 clusters Score -1221222 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1221339.125000 Penalty: 4584.000000
	Iteration 17Q: 3 clusters Score -1221339 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1221439.375000 Penalty: 4584.000000
	Iteration 18Q: 3 clusters Score -1221439 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1221536.250000 Penalty: 4584.000000
	Iteration 19Q: 3 clusters Score -1221536 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1221597.375000 Penalty: 4584.000000
	Iteration 20F: 3 clusters Score -1221597 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1221633.250000 Penalty: 4584.000000
	Iteration 21Q: 3 clusters Score -1221633 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1221660.875000 Penalty: 4584.000000
	Iteration 22Q: 3 clusters Score -1221661 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1221674.875000 Penalty: 4584.000000
	Iteration 23Q: 3 clusters Score -1221675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1221686.000000 Penalty: 4584.000000
	Iteration 24Q: 3 clusters Score -1221686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1221690.500000 Penalty: 4584.000000
	Iteration 25Q: 3 clusters Score -1221690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1221695.875000 Penalty: 4584.000000
	Iteration 26Q: 3 clusters Score -1221696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1221700.625000 Penalty: 4584.000000
	Iteration 27Q: 3 clusters Score -1221701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1221710.125000 Penalty: 4584.000000
	Iteration 28Q: 3 clusters Score -1221710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1221710.625000 Penalty: 4584.000000
	Iteration 29Q: 3 clusters Score -1221711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1221715.000000 Penalty: 4584.000000
	Iteration 30Q: 3 clusters Score -1221715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1221714.625000 Penalty: 4584.000000
	Iteration 31Q: 3 clusters Score -1221715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1221715.500000 Penalty: 4584.000000
	Iteration 32Q: 3 clusters Score -1221716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1221714.875000 Penalty: 4584.000000
	Iteration 33Q: 3 clusters Score -1221715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1221715.375000 Penalty: 4584.000000
	Iteration 34Q: 3 clusters Score -1221715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1221719.000000 Penalty: 4584.000000
	Iteration 35Q: 3 clusters Score -1221719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1221718.375000 Penalty: 4584.000000
	Iteration 36Q: 3 clusters Score -1221718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1221719.000000 Penalty: 4584.000000
	Iteration 37Q: 3 clusters Score -1221719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1221720.875000 Penalty: 4584.000000
	Iteration 38Q: 3 clusters Score -1221721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1221719.125000 Penalty: 4584.000000
	Iteration 39Q: 3 clusters Score -1221719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1221721.000000 Penalty: 4584.000000
	Iteration 40F: 3 clusters Score -1221721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -98298.828125 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -98298.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96476.351562 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -96476.35 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -96946.335938 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -96946.34 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -97224.820312 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -97224.82 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -97448.664062 Penalty: 3411.138916
	Iteration 3F: 3 clusters Score -97448.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -97595.929688 Penalty: 3411.138916
	Iteration 4Q: 3 clusters Score -97595.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -97727.468750 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -97727.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -97799.726562 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -97799.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -97837.343750 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -97837.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -97865.976562 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -97865.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -97880.460938 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -97880.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -97883.304688 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -97883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -97893.906250 Penalty: 3411.138916
	Iteration 11Q: 3 clusters Score -97893.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -97897.523438 Penalty: 3411.138916
	Iteration 12Q: 3 clusters Score -97897.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -97897.523438 Penalty: 3411.138916
	Iteration 13F: 3 clusters Score -97897.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -317768.125000 Penalty: 1954.626831
	Iteration 0F: 2 clusters Score -317768.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -314725.281250 Penalty: 3909.253662
	Iteration 0F: 3 clusters Score -314725.3 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -315312.812500 Penalty: 3909.253662
	Iteration 1F: 3 clusters Score -315312.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -315462.187500 Penalty: 3909.253662
	Iteration 2F: 3 clusters Score -315462.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -315529.468750 Penalty: 3909.253662
	Iteration 3Q: 3 clusters Score -315529.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -315584.687500 Penalty: 3909.253662
	Iteration 4Q: 3 clusters Score -315584.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -315643.968750 Penalty: 3909.253662
	Iteration 5Q: 3 clusters Score -315644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -315697.781250 Penalty: 3909.253662
	Iteration 6Q: 3 clusters Score -315697.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -315743.343750 Penalty: 3909.253662
	Iteration 7Q: 3 clusters Score -315743.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -315781.250000 Penalty: 3909.253662
	Iteration 8Q: 3 clusters Score -315781.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -315816.718750 Penalty: 3909.253662
	Iteration 9Q: 3 clusters Score -315816.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -315852.468750 Penalty: 3909.253662
	Iteration 10Q: 3 clusters Score -315852.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -315888.968750 Penalty: 3909.253662
	Iteration 11Q: 3 clusters Score -315889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -315932.687500 Penalty: 3909.253662
	Iteration 12Q: 3 clusters Score -315932.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -315980.562500 Penalty: 3909.253662
	Iteration 13Q: 3 clusters Score -315980.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -316012.125000 Penalty: 3909.253662
	Iteration 14Q: 3 clusters Score -316012.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -316037.562500 Penalty: 3909.253662
	Iteration 15Q: 3 clusters Score -316037.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -316064.250000 Penalty: 3909.253662
	Iteration 16Q: 3 clusters Score -316064.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -316093.437500 Penalty: 3909.253662
	Iteration 17Q: 3 clusters Score -316093.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -316121.125000 Penalty: 3909.253662
	Iteration 18Q: 3 clusters Score -316121.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -316149.656250 Penalty: 3909.253662
	Iteration 19Q: 3 clusters Score -316149.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -316170.468750 Penalty: 3909.253662
	Iteration 20F: 3 clusters Score -316170.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -316191.437500 Penalty: 3909.253662
	Iteration 21Q: 3 clusters Score -316191.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -316214.187500 Penalty: 3909.253662
	Iteration 22Q: 3 clusters Score -316214.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -316229.750000 Penalty: 3909.253662
	Iteration 23Q: 3 clusters Score -316229.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -316247.031250 Penalty: 3909.253662
	Iteration 24Q: 3 clusters Score -316247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -316260.218750 Penalty: 3909.253662
	Iteration 25Q: 3 clusters Score -316260.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -316271.500000 Penalty: 3909.253662
	Iteration 26Q: 3 clusters Score -316271.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -316281.562500 Penalty: 3909.253662
	Iteration 27Q: 3 clusters Score -316281.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -316288.500000 Penalty: 3909.253662
	Iteration 28Q: 3 clusters Score -316288.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -316294.156250 Penalty: 3909.253662
	Iteration 29Q: 3 clusters Score -316294.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -316297.312500 Penalty: 3909.253662
	Iteration 30Q: 3 clusters Score -316297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -316299.000000 Penalty: 3909.253662
	Iteration 31Q: 3 clusters Score -316299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -316299.718750 Penalty: 3909.253662
	Iteration 32Q: 3 clusters Score -316299.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -316301.000000 Penalty: 3909.253662
	Iteration 33Q: 3 clusters Score -316301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -316301.187500 Penalty: 3909.253662
	Iteration 34Q: 3 clusters Score -316301.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -316301.187500 Penalty: 3909.253662
	Iteration 35F: 3 clusters Score -316301.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -96916.671875 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -96916.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -95312.492188 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -95312.49 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95626.250000 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -95626.25 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95837.726562 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -95837.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95996.476562 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -95996.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -96087.078125 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -96087.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96157.375000 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -96157.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -96245.398438 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -96245.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96320.593750 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -96320.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -96377.171875 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -96377.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96424.593750 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -96424.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96454.156250 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -96454.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96468.140625 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -96468.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96478.437500 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -96478.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96501.445312 Penalty: 3229.825684
	Iteration 13Q: 3 clusters Score -96501.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -96511.515625 Penalty: 3229.825684
	Iteration 14Q: 3 clusters Score -96511.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96529.273438 Penalty: 3229.825684
	Iteration 15Q: 3 clusters Score -96529.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96539.570312 Penalty: 3229.825684
	Iteration 16Q: 3 clusters Score -96539.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96539.570312 Penalty: 3229.825684
	Iteration 17F: 3 clusters Score -96539.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -284935.375000 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -284935.4 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 1163 members 
Entering Unmasked Estep 
Score: -282116.375000 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -282116.4 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -282707.093750 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -282707.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -282898.656250 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -282898.7 nChanged 139
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: -283044.875000 Penalty: 3859.858887
	Iteration 3F: 3 clusters Score -283044.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -283188.750000 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -283188.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -283309.687500 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -283309.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -283431.687500 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -283431.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -283557.093750 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -283557.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -283674.875000 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -283674.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -283733.000000 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -283733 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -283762.562500 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -283762.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -283787.750000 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -283787.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -283804.093750 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -283804.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -283811.468750 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -283811.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -283820.843750 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -283820.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -283825.000000 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -283825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -283828.125000 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -283828.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -283828.625000 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -283828.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -283828.625000 Penalty: 3859.858887
	Iteration 18F: 3 clusters Score -283828.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (16568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Entering Unmasked Estep 
Score: -2058206.625000 Penalty: 2409.376465
	Iteration 0F: 2 clusters Score -2058207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2046401.125000 Penalty: 4818.752930
	Iteration 0F: 3 clusters Score -2046401 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2050158.375000 Penalty: 4818.752930
	Iteration 1F: 3 clusters Score -2050158 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2050644.000000 Penalty: 4818.752930
	Iteration 2F: 3 clusters Score -2050644 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2051184.375000 Penalty: 4818.752930
	Iteration 3F: 3 clusters Score -2051184 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2051867.875000 Penalty: 4818.752930
	Iteration 4F: 3 clusters Score -2051868 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2052749.875000 Penalty: 4818.752930
	Iteration 5F: 3 clusters Score -2052750 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2053740.625000 Penalty: 4818.752930
	Iteration 6F: 3 clusters Score -2053741 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2054666.375000 Penalty: 4818.752930
	Iteration 7F: 3 clusters Score -2054666 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2055298.125000 Penalty: 4818.752930
	Iteration 8F: 3 clusters Score -2055298 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2055674.125000 Penalty: 4818.752930
	Iteration 9Q: 3 clusters Score -2055674 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2055872.375000 Penalty: 4818.752930
	Iteration 10Q: 3 clusters Score -2055872 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2055985.125000 Penalty: 4818.752930
	Iteration 11Q: 3 clusters Score -2055985 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2056053.375000 Penalty: 4818.752930
	Iteration 12Q: 3 clusters Score -2056053 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2056093.000000 Penalty: 4818.752930
	Iteration 13Q: 3 clusters Score -2056093 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2056125.750000 Penalty: 4818.752930
	Iteration 14Q: 3 clusters Score -2056126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2056156.375000 Penalty: 4818.752930
	Iteration 15Q: 3 clusters Score -2056156 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2056178.500000 Penalty: 4818.752930
	Iteration 16Q: 3 clusters Score -2056178 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2056203.125000 Penalty: 4818.752930
	Iteration 17Q: 3 clusters Score -2056203 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2056231.750000 Penalty: 4818.752930
	Iteration 18Q: 3 clusters Score -2056232 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2056246.875000 Penalty: 4818.752930
	Iteration 19Q: 3 clusters Score -2056247 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2056260.500000 Penalty: 4818.752930
	Iteration 20F: 3 clusters Score -2056260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2056271.625000 Penalty: 4818.752930
	Iteration 21Q: 3 clusters Score -2056272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2056273.500000 Penalty: 4818.752930
	Iteration 22Q: 3 clusters Score -2056274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2056285.000000 Penalty: 4818.752930
	Iteration 23Q: 3 clusters Score -2056285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2056285.000000 Penalty: 4818.752930
	Iteration 24Q: 3 clusters Score -2056285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2056287.375000 Penalty: 4818.752930
	Iteration 25Q: 3 clusters Score -2056287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2056292.125000 Penalty: 4818.752930
	Iteration 26Q: 3 clusters Score -2056292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2056298.875000 Penalty: 4818.752930
	Iteration 27Q: 3 clusters Score -2056299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2056297.875000 Penalty: 4818.752930
	Iteration 28Q: 3 clusters Score -2056298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2056303.375000 Penalty: 4818.752930
	Iteration 29Q: 3 clusters Score -2056303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2056307.125000 Penalty: 4818.752930
	Iteration 30Q: 3 clusters Score -2056307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2056307.625000 Penalty: 4818.752930
	Iteration 31Q: 3 clusters Score -2056308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2056310.375000 Penalty: 4818.752930
	Iteration 32Q: 3 clusters Score -2056310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2056313.750000 Penalty: 4818.752930
	Iteration 33Q: 3 clusters Score -2056314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2056319.250000 Penalty: 4818.752930
	Iteration 34Q: 3 clusters Score -2056319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2056318.750000 Penalty: 4818.752930
	Iteration 35Q: 3 clusters Score -2056319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2056325.375000 Penalty: 4818.752930
	Iteration 36Q: 3 clusters Score -2056325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2056324.625000 Penalty: 4818.752930
	Iteration 37Q: 3 clusters Score -2056325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2056328.500000 Penalty: 4818.752930
	Iteration 38Q: 3 clusters Score -2056328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2056334.375000 Penalty: 4818.752930
	Iteration 39Q: 3 clusters Score -2056334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2056332.875000 Penalty: 4818.752930
	Iteration 40F: 3 clusters Score -2056333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2056333.375000 Penalty: 4818.752930
	Iteration 41Q: 3 clusters Score -2056333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2056339.250000 Penalty: 4818.752930
	Iteration 42Q: 3 clusters Score -2056339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2056339.250000 Penalty: 4818.752930
	Iteration 43Q: 3 clusters Score -2056339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2056341.875000 Penalty: 4818.752930
	Iteration 44Q: 3 clusters Score -2056342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2056346.625000 Penalty: 4818.752930
	Iteration 45Q: 3 clusters Score -2056347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2056346.000000 Penalty: 4818.752930
	Iteration 46Q: 3 clusters Score -2056346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2056348.375000 Penalty: 4818.752930
	Iteration 47Q: 3 clusters Score -2056348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2056349.125000 Penalty: 4818.752930
	Iteration 48Q: 3 clusters Score -2056349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2056348.375000 Penalty: 4818.752930
	Iteration 49Q: 3 clusters Score -2056348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2056356.125000 Penalty: 4818.752930
	Iteration 50Q: 3 clusters Score -2056356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2056358.250000 Penalty: 4818.752930
	Iteration 51Q: 3 clusters Score -2056358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2056359.625000 Penalty: 4818.752930
	Iteration 52Q: 3 clusters Score -2056360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2056368.125000 Penalty: 4818.752930
	Iteration 53Q: 3 clusters Score -2056368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2056366.500000 Penalty: 4818.752930
	Iteration 54Q: 3 clusters Score -2056366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2056376.875000 Penalty: 4818.752930
	Iteration 55Q: 3 clusters Score -2056377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2056381.625000 Penalty: 4818.752930
	Iteration 56Q: 3 clusters Score -2056382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2056385.375000 Penalty: 4818.752930
	Iteration 57Q: 3 clusters Score -2056385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2056387.375000 Penalty: 4818.752930
	Iteration 58Q: 3 clusters Score -2056387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2056392.000000 Penalty: 4818.752930
	Iteration 59Q: 3 clusters Score -2056392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2056397.750000 Penalty: 4818.752930
	Iteration 60F: 3 clusters Score -2056398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2056399.125000 Penalty: 4818.752930
	Iteration 61Q: 3 clusters Score -2056399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2056404.000000 Penalty: 4818.752930
	Iteration 62Q: 3 clusters Score -2056404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2056404.750000 Penalty: 4818.752930
	Iteration 63Q: 3 clusters Score -2056405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2056408.875000 Penalty: 4818.752930
	Iteration 64Q: 3 clusters Score -2056409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2056408.250000 Penalty: 4818.752930
	Iteration 65Q: 3 clusters Score -2056408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2056412.125000 Penalty: 4818.752930
	Iteration 66Q: 3 clusters Score -2056412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2056414.750000 Penalty: 4818.752930
	Iteration 67Q: 3 clusters Score -2056415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2056417.625000 Penalty: 4818.752930
	Iteration 68Q: 3 clusters Score -2056418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2056418.750000 Penalty: 4818.752930
	Iteration 69Q: 3 clusters Score -2056419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2056420.125000 Penalty: 4818.752930
	Iteration 70Q: 3 clusters Score -2056420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2056420.000000 Penalty: 4818.752930
	Iteration 71Q: 3 clusters Score -2056420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2056420.875000 Penalty: 4818.752930
	Iteration 72Q: 3 clusters Score -2056421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2056419.000000 Penalty: 4818.752930
	Iteration 73Q: 3 clusters Score -2056419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2056420.750000 Penalty: 4818.752930
	Iteration 74Q: 3 clusters Score -2056421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2056420.500000 Penalty: 4818.752930
	Iteration 75Q: 3 clusters Score -2056420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2056422.625000 Penalty: 4818.752930
	Iteration 76Q: 3 clusters Score -2056423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2056424.250000 Penalty: 4818.752930
	Iteration 77Q: 3 clusters Score -2056424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2056427.625000 Penalty: 4818.752930
	Iteration 78Q: 3 clusters Score -2056428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2056424.125000 Penalty: 4818.752930
	Iteration 79Q: 3 clusters Score -2056424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2056426.750000 Penalty: 4818.752930
	Iteration 80F: 3 clusters Score -2056427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -244348.875000 Penalty: 1897.713501
	Iteration 0F: 2 clusters Score -244348.9 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 1085 members 
Entering Unmasked Estep 
Score: -241689.359375 Penalty: 3795.427002
	Iteration 0F: 3 clusters Score -241689.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -242175.171875 Penalty: 3795.427002
	Iteration 1F: 3 clusters Score -242175.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -242316.187500 Penalty: 3795.427002
	Iteration 2F: 3 clusters Score -242316.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -242423.437500 Penalty: 3795.427002
	Iteration 3F: 3 clusters Score -242423.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -242486.734375 Penalty: 3795.427002
	Iteration 4Q: 3 clusters Score -242486.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -242522.609375 Penalty: 3795.427002
	Iteration 5Q: 3 clusters Score -242522.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -242554.890625 Penalty: 3795.427002
	Iteration 6Q: 3 clusters Score -242554.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -242576.296875 Penalty: 3795.427002
	Iteration 7Q: 3 clusters Score -242576.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -242592.187500 Penalty: 3795.427002
	Iteration 8Q: 3 clusters Score -242592.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -242604.718750 Penalty: 3795.427002
	Iteration 9Q: 3 clusters Score -242604.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -242612.828125 Penalty: 3795.427002
	Iteration 10Q: 3 clusters Score -242612.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -242618.984375 Penalty: 3795.427002
	Iteration 11Q: 3 clusters Score -242619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -242633.359375 Penalty: 3795.427002
	Iteration 12Q: 3 clusters Score -242633.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -242650.359375 Penalty: 3795.427002
	Iteration 13Q: 3 clusters Score -242650.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -242660.734375 Penalty: 3795.427002
	Iteration 14Q: 3 clusters Score -242660.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -242670.187500 Penalty: 3795.427002
	Iteration 15Q: 3 clusters Score -242670.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -242676.578125 Penalty: 3795.427002
	Iteration 16Q: 3 clusters Score -242676.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -242687.140625 Penalty: 3795.427002
	Iteration 17Q: 3 clusters Score -242687.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -242697.437500 Penalty: 3795.427002
	Iteration 18Q: 3 clusters Score -242697.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -242711.093750 Penalty: 3795.427002
	Iteration 19Q: 3 clusters Score -242711.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -242720.703125 Penalty: 3795.427002
	Iteration 20F: 3 clusters Score -242720.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -242728.546875 Penalty: 3795.427002
	Iteration 21Q: 3 clusters Score -242728.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -242737.437500 Penalty: 3795.427002
	Iteration 22Q: 3 clusters Score -242737.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -242741.890625 Penalty: 3795.427002
	Iteration 23Q: 3 clusters Score -242741.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -242746.421875 Penalty: 3795.427002
	Iteration 24Q: 3 clusters Score -242746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -242749.578125 Penalty: 3795.427002
	Iteration 25Q: 3 clusters Score -242749.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -242752.343750 Penalty: 3795.427002
	Iteration 26Q: 3 clusters Score -242752.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -242754.703125 Penalty: 3795.427002
	Iteration 27Q: 3 clusters Score -242754.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -242756.281250 Penalty: 3795.427002
	Iteration 28Q: 3 clusters Score -242756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -242758.046875 Penalty: 3795.427002
	Iteration 29Q: 3 clusters Score -242758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -242759.046875 Penalty: 3795.427002
	Iteration 30Q: 3 clusters Score -242759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -242760.187500 Penalty: 3795.427002
	Iteration 31Q: 3 clusters Score -242760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -242760.593750 Penalty: 3795.427002
	Iteration 32Q: 3 clusters Score -242760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -242761.234375 Penalty: 3795.427002
	Iteration 33Q: 3 clusters Score -242761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -242762.078125 Penalty: 3795.427002
	Iteration 34Q: 3 clusters Score -242762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -242764.078125 Penalty: 3795.427002
	Iteration 35Q: 3 clusters Score -242764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -242766.859375 Penalty: 3795.427002
	Iteration 36Q: 3 clusters Score -242766.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -242771.531250 Penalty: 3795.427002
	Iteration 37Q: 3 clusters Score -242771.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -242773.453125 Penalty: 3795.427002
	Iteration 38Q: 3 clusters Score -242773.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -242774.281250 Penalty: 3795.427002
	Iteration 39Q: 3 clusters Score -242774.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -242774.281250 Penalty: 3795.427002
	Iteration 40F: 3 clusters Score -242774.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Entering Unmasked Estep 
Score: -521668.093750 Penalty: 2084.808105
	Iteration 0F: 2 clusters Score -521668.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -517509.812500 Penalty: 4169.616211
	Iteration 0F: 3 clusters Score -517509.8 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -518532.468750 Penalty: 4169.616211
	Iteration 1F: 3 clusters Score -518532.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -518787.750000 Penalty: 4169.616211
	Iteration 2F: 3 clusters Score -518787.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -518972.093750 Penalty: 4169.616211
	Iteration 3F: 3 clusters Score -518972.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -519142.250000 Penalty: 4169.616211
	Iteration 4Q: 3 clusters Score -519142.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -519297.312500 Penalty: 4169.616211
	Iteration 5Q: 3 clusters Score -519297.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -519427.968750 Penalty: 4169.616211
	Iteration 6Q: 3 clusters Score -519428 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -519563.656250 Penalty: 4169.616211
	Iteration 7Q: 3 clusters Score -519563.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -519671.718750 Penalty: 4169.616211
	Iteration 8Q: 3 clusters Score -519671.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -519776.468750 Penalty: 4169.616211
	Iteration 9Q: 3 clusters Score -519776.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -519855.781250 Penalty: 4169.616211
	Iteration 10Q: 3 clusters Score -519855.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -519928.468750 Penalty: 4169.616211
	Iteration 11Q: 3 clusters Score -519928.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -519986.937500 Penalty: 4169.616211
	Iteration 12Q: 3 clusters Score -519986.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -520035.312500 Penalty: 4169.616211
	Iteration 13Q: 3 clusters Score -520035.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -520074.531250 Penalty: 4169.616211
	Iteration 14Q: 3 clusters Score -520074.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -520104.281250 Penalty: 4169.616211
	Iteration 15Q: 3 clusters Score -520104.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -520120.812500 Penalty: 4169.616211
	Iteration 16Q: 3 clusters Score -520120.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -520140.500000 Penalty: 4169.616211
	Iteration 17Q: 3 clusters Score -520140.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -520154.156250 Penalty: 4169.616211
	Iteration 18Q: 3 clusters Score -520154.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -520169.656250 Penalty: 4169.616211
	Iteration 19Q: 3 clusters Score -520169.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -520197.656250 Penalty: 4169.616211
	Iteration 20F: 3 clusters Score -520197.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -520224.000000 Penalty: 4169.616211
	Iteration 21Q: 3 clusters Score -520224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -520246.906250 Penalty: 4169.616211
	Iteration 22Q: 3 clusters Score -520246.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -520260.843750 Penalty: 4169.616211
	Iteration 23Q: 3 clusters Score -520260.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -520271.968750 Penalty: 4169.616211
	Iteration 24Q: 3 clusters Score -520272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -520278.218750 Penalty: 4169.616211
	Iteration 25Q: 3 clusters Score -520278.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -520280.125000 Penalty: 4169.616211
	Iteration 26Q: 3 clusters Score -520280.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -520281.718750 Penalty: 4169.616211
	Iteration 27Q: 3 clusters Score -520281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -520281.625000 Penalty: 4169.616211
	Iteration 28Q: 3 clusters Score -520281.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -520283.281250 Penalty: 4169.616211
	Iteration 29Q: 3 clusters Score -520283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -520282.281250 Penalty: 4169.616211
	Iteration 30Q: 3 clusters Score -520282.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -520282.281250 Penalty: 4169.616211
	Iteration 31F: 3 clusters Score -520282.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (15770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Entering Unmasked Estep 
Score: -1934159.000000 Penalty: 2397.134521
	Iteration 0F: 2 clusters Score -1934159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1922748.875000 Penalty: 4794.269043
	Iteration 0F: 3 clusters Score -1922749 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1926368.250000 Penalty: 4794.269043
	Iteration 1F: 3 clusters Score -1926368 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1926740.000000 Penalty: 4794.269043
	Iteration 2F: 3 clusters Score -1926740 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1927082.500000 Penalty: 4794.269043
	Iteration 3Q: 3 clusters Score -1927082 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1927436.250000 Penalty: 4794.269043
	Iteration 4Q: 3 clusters Score -1927436 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1927789.625000 Penalty: 4794.269043
	Iteration 5Q: 3 clusters Score -1927790 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1928127.625000 Penalty: 4794.269043
	Iteration 6Q: 3 clusters Score -1928128 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1928489.500000 Penalty: 4794.269043
	Iteration 7Q: 3 clusters Score -1928490 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1928915.875000 Penalty: 4794.269043
	Iteration 8Q: 3 clusters Score -1928916 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1929451.250000 Penalty: 4794.269043
	Iteration 9Q: 3 clusters Score -1929451 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1930127.500000 Penalty: 4794.269043
	Iteration 10F: 3 clusters Score -1930128 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1930813.000000 Penalty: 4794.269043
	Iteration 11F: 3 clusters Score -1930813 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1931435.875000 Penalty: 4794.269043
	Iteration 12Q: 3 clusters Score -1931436 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1931872.250000 Penalty: 4794.269043
	Iteration 13Q: 3 clusters Score -1931872 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1932092.375000 Penalty: 4794.269043
	Iteration 14Q: 3 clusters Score -1932092 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1932227.500000 Penalty: 4794.269043
	Iteration 15Q: 3 clusters Score -1932228 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1932292.875000 Penalty: 4794.269043
	Iteration 16Q: 3 clusters Score -1932293 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1932341.375000 Penalty: 4794.269043
	Iteration 17Q: 3 clusters Score -1932341 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1932389.625000 Penalty: 4794.269043
	Iteration 18Q: 3 clusters Score -1932390 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1932415.125000 Penalty: 4794.269043
	Iteration 19Q: 3 clusters Score -1932415 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1932434.375000 Penalty: 4794.269043
	Iteration 20F: 3 clusters Score -1932434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1932454.500000 Penalty: 4794.269043
	Iteration 21Q: 3 clusters Score -1932454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1932472.875000 Penalty: 4794.269043
	Iteration 22Q: 3 clusters Score -1932473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1932486.875000 Penalty: 4794.269043
	Iteration 23Q: 3 clusters Score -1932487 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1932493.625000 Penalty: 4794.269043
	Iteration 24Q: 3 clusters Score -1932494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1932504.375000 Penalty: 4794.269043
	Iteration 25Q: 3 clusters Score -1932504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1932511.500000 Penalty: 4794.269043
	Iteration 26Q: 3 clusters Score -1932512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1932516.750000 Penalty: 4794.269043
	Iteration 27Q: 3 clusters Score -1932517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1932515.500000 Penalty: 4794.269043
	Iteration 28Q: 3 clusters Score -1932516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1932518.000000 Penalty: 4794.269043
	Iteration 29Q: 3 clusters Score -1932518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1932520.250000 Penalty: 4794.269043
	Iteration 30Q: 3 clusters Score -1932520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1932521.250000 Penalty: 4794.269043
	Iteration 31Q: 3 clusters Score -1932521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1932528.500000 Penalty: 4794.269043
	Iteration 32Q: 3 clusters Score -1932528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1932528.625000 Penalty: 4794.269043
	Iteration 33Q: 3 clusters Score -1932529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1932528.875000 Penalty: 4794.269043
	Iteration 34Q: 3 clusters Score -1932529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1932528.875000 Penalty: 4794.269043
	Iteration 35Q: 3 clusters Score -1932529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1932527.000000 Penalty: 4794.269043
	Iteration 36Q: 3 clusters Score -1932527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1932526.750000 Penalty: 4794.269043
	Iteration 37Q: 3 clusters Score -1932527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1932530.625000 Penalty: 4794.269043
	Iteration 38Q: 3 clusters Score -1932531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1932528.375000 Penalty: 4794.269043
	Iteration 39Q: 3 clusters Score -1932528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1932526.500000 Penalty: 4794.269043
	Iteration 40F: 3 clusters Score -1932526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1932532.500000 Penalty: 4794.269043
	Iteration 41Q: 3 clusters Score -1932532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1932531.000000 Penalty: 4794.269043
	Iteration 42Q: 3 clusters Score -1932531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1932529.750000 Penalty: 4794.269043
	Iteration 43Q: 3 clusters Score -1932530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1932529.250000 Penalty: 4794.269043
	Iteration 44Q: 3 clusters Score -1932529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1932530.000000 Penalty: 4794.269043
	Iteration 45Q: 3 clusters Score -1932530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1932534.500000 Penalty: 4794.269043
	Iteration 46Q: 3 clusters Score -1932534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1932534.375000 Penalty: 4794.269043
	Iteration 47Q: 3 clusters Score -1932534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1932536.875000 Penalty: 4794.269043
	Iteration 48Q: 3 clusters Score -1932537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1932537.375000 Penalty: 4794.269043
	Iteration 49Q: 3 clusters Score -1932537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1932537.000000 Penalty: 4794.269043
	Iteration 50Q: 3 clusters Score -1932537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1932537.375000 Penalty: 4794.269043
	Iteration 51Q: 3 clusters Score -1932537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1932539.000000 Penalty: 4794.269043
	Iteration 52Q: 3 clusters Score -1932539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1932534.750000 Penalty: 4794.269043
	Iteration 53Q: 3 clusters Score -1932535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1932536.500000 Penalty: 4794.269043
	Iteration 54Q: 3 clusters Score -1932536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1932535.750000 Penalty: 4794.269043
	Iteration 55Q: 3 clusters Score -1932536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1932535.750000 Penalty: 4794.269043
	Iteration 56F: 3 clusters Score -1932536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (29415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Entering Unmasked Estep 
Score: -3514013.250000 Penalty: 2551.736572
	Iteration 0F: 2 clusters Score -3514013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3493908.500000 Penalty: 5103.473145
	Iteration 0F: 3 clusters Score -3493908 nChanged 13198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3501133.250000 Penalty: 5103.473145
	Iteration 1F: 3 clusters Score -3501133 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3501785.250000 Penalty: 5103.473145
	Iteration 2F: 3 clusters Score -3501785 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3502582.750000 Penalty: 5103.473145
	Iteration 3F: 3 clusters Score -3502583 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3503403.250000 Penalty: 5103.473145
	Iteration 4F: 3 clusters Score -3503403 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -3504311.750000 Penalty: 5103.473145
	Iteration 5F: 3 clusters Score -3504312 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3505276.000000 Penalty: 5103.473145
	Iteration 6F: 3 clusters Score -3505276 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3506304.000000 Penalty: 5103.473145
	Iteration 7F: 3 clusters Score -3506304 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3507331.750000 Penalty: 5103.473145
	Iteration 8F: 3 clusters Score -3507332 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -3508325.500000 Penalty: 5103.473145
	Iteration 9Q: 3 clusters Score -3508326 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -3509192.250000 Penalty: 5103.473145
	Iteration 10Q: 3 clusters Score -3509192 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -3509897.500000 Penalty: 5103.473145
	Iteration 11Q: 3 clusters Score -3509898 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -3510463.000000 Penalty: 5103.473145
	Iteration 12Q: 3 clusters Score -3510463 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3510886.250000 Penalty: 5103.473145
	Iteration 13Q: 3 clusters Score -3510886 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3511186.750000 Penalty: 5103.473145
	Iteration 14Q: 3 clusters Score -3511187 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3511411.250000 Penalty: 5103.473145
	Iteration 15Q: 3 clusters Score -3511411 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3511569.750000 Penalty: 5103.473145
	Iteration 16Q: 3 clusters Score -3511570 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3511680.500000 Penalty: 5103.473145
	Iteration 17Q: 3 clusters Score -3511680 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3511749.500000 Penalty: 5103.473145
	Iteration 18Q: 3 clusters Score -3511750 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3511794.250000 Penalty: 5103.473145
	Iteration 19Q: 3 clusters Score -3511794 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3511835.750000 Penalty: 5103.473145
	Iteration 20F: 3 clusters Score -3511836 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3511876.500000 Penalty: 5103.473145
	Iteration 21Q: 3 clusters Score -3511876 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3511892.750000 Penalty: 5103.473145
	Iteration 22Q: 3 clusters Score -3511893 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3511909.000000 Penalty: 5103.473145
	Iteration 23Q: 3 clusters Score -3511909 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3511922.750000 Penalty: 5103.473145
	Iteration 24Q: 3 clusters Score -3511923 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3511941.250000 Penalty: 5103.473145
	Iteration 25Q: 3 clusters Score -3511941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3511945.250000 Penalty: 5103.473145
	Iteration 26Q: 3 clusters Score -3511945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3511949.500000 Penalty: 5103.473145
	Iteration 27Q: 3 clusters Score -3511950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3511960.250000 Penalty: 5103.473145
	Iteration 28Q: 3 clusters Score -3511960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3511968.000000 Penalty: 5103.473145
	Iteration 29Q: 3 clusters Score -3511968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3511971.750000 Penalty: 5103.473145
	Iteration 30Q: 3 clusters Score -3511972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3511975.750000 Penalty: 5103.473145
	Iteration 31Q: 3 clusters Score -3511976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3511982.250000 Penalty: 5103.473145
	Iteration 32Q: 3 clusters Score -3511982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3511985.250000 Penalty: 5103.473145
	Iteration 33Q: 3 clusters Score -3511985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3511990.500000 Penalty: 5103.473145
	Iteration 34Q: 3 clusters Score -3511990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3511990.000000 Penalty: 5103.473145
	Iteration 35Q: 3 clusters Score -3511990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3511999.500000 Penalty: 5103.473145
	Iteration 36Q: 3 clusters Score -3512000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3512013.500000 Penalty: 5103.473145
	Iteration 37Q: 3 clusters Score -3512014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3512009.000000 Penalty: 5103.473145
	Iteration 38Q: 3 clusters Score -3512009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3512003.500000 Penalty: 5103.473145
	Iteration 39Q: 3 clusters Score -3512004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3512004.750000 Penalty: 5103.473145
	Iteration 40F: 3 clusters Score -3512005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3512006.500000 Penalty: 5103.473145
	Iteration 41Q: 3 clusters Score -3512006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3512009.250000 Penalty: 5103.473145
	Iteration 42Q: 3 clusters Score -3512009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3512009.250000 Penalty: 5103.473145
	Iteration 43Q: 3 clusters Score -3512009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3512008.500000 Penalty: 5103.473145
	Iteration 44Q: 3 clusters Score -3512008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3512007.000000 Penalty: 5103.473145
	Iteration 45Q: 3 clusters Score -3512007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3512004.250000 Penalty: 5103.473145
	Iteration 46Q: 3 clusters Score -3512004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3512004.250000 Penalty: 5103.473145
	Iteration 47F: 3 clusters Score -3512004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (32741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Entering Unmasked Estep 
Score: -3939547.500000 Penalty: 2578.302979
	Iteration 0F: 2 clusters Score -3939548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3917118.750000 Penalty: 5156.605957
	Iteration 0F: 3 clusters Score -3917119 nChanged 14857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3925205.000000 Penalty: 5156.605957
	Iteration 1F: 3 clusters Score -3925205 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3925876.000000 Penalty: 5156.605957
	Iteration 2F: 3 clusters Score -3925876 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3926460.000000 Penalty: 5156.605957
	Iteration 3Q: 3 clusters Score -3926460 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3927055.750000 Penalty: 5156.605957
	Iteration 4Q: 3 clusters Score -3927056 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3927571.000000 Penalty: 5156.605957
	Iteration 5Q: 3 clusters Score -3927571 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3928083.500000 Penalty: 5156.605957
	Iteration 6Q: 3 clusters Score -3928084 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3928523.250000 Penalty: 5156.605957
	Iteration 7Q: 3 clusters Score -3928523 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3928977.000000 Penalty: 5156.605957
	Iteration 8Q: 3 clusters Score -3928977 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3929534.000000 Penalty: 5156.605957
	Iteration 9Q: 3 clusters Score -3929534 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3930062.750000 Penalty: 5156.605957
	Iteration 10Q: 3 clusters Score -3930063 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3930673.000000 Penalty: 5156.605957
	Iteration 11Q: 3 clusters Score -3930673 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3931427.250000 Penalty: 5156.605957
	Iteration 12Q: 3 clusters Score -3931427 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3932137.750000 Penalty: 5156.605957
	Iteration 13Q: 3 clusters Score -3932138 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3932707.500000 Penalty: 5156.605957
	Iteration 14Q: 3 clusters Score -3932708 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3933050.750000 Penalty: 5156.605957
	Iteration 15Q: 3 clusters Score -3933051 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3933305.750000 Penalty: 5156.605957
	Iteration 16Q: 3 clusters Score -3933306 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3933483.000000 Penalty: 5156.605957
	Iteration 17Q: 3 clusters Score -3933483 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3933641.250000 Penalty: 5156.605957
	Iteration 18Q: 3 clusters Score -3933641 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3933785.500000 Penalty: 5156.605957
	Iteration 19Q: 3 clusters Score -3933786 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3933947.500000 Penalty: 5156.605957
	Iteration 20F: 3 clusters Score -3933948 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3934078.250000 Penalty: 5156.605957
	Iteration 21Q: 3 clusters Score -3934078 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3934162.750000 Penalty: 5156.605957
	Iteration 22Q: 3 clusters Score -3934163 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3934263.500000 Penalty: 5156.605957
	Iteration 23Q: 3 clusters Score -3934264 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3934326.500000 Penalty: 5156.605957
	Iteration 24Q: 3 clusters Score -3934326 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3934397.250000 Penalty: 5156.605957
	Iteration 25Q: 3 clusters Score -3934397 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3934454.250000 Penalty: 5156.605957
	Iteration 26Q: 3 clusters Score -3934454 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3934523.500000 Penalty: 5156.605957
	Iteration 27Q: 3 clusters Score -3934524 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3934583.750000 Penalty: 5156.605957
	Iteration 28Q: 3 clusters Score -3934584 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3934619.000000 Penalty: 5156.605957
	Iteration 29Q: 3 clusters Score -3934619 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3934644.750000 Penalty: 5156.605957
	Iteration 30Q: 3 clusters Score -3934645 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3934668.250000 Penalty: 5156.605957
	Iteration 31Q: 3 clusters Score -3934668 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3934701.500000 Penalty: 5156.605957
	Iteration 32Q: 3 clusters Score -3934702 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3934706.000000 Penalty: 5156.605957
	Iteration 33Q: 3 clusters Score -3934706 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3934718.000000 Penalty: 5156.605957
	Iteration 34Q: 3 clusters Score -3934718 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3934734.750000 Penalty: 5156.605957
	Iteration 35Q: 3 clusters Score -3934735 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3934746.250000 Penalty: 5156.605957
	Iteration 36Q: 3 clusters Score -3934746 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3934753.500000 Penalty: 5156.605957
	Iteration 37Q: 3 clusters Score -3934754 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3934768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3934779 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3934789.000000 Penalty: 5156.605957
	Iteration 40F: 3 clusters Score -3934789 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3934797 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3934810.250000 Penalty: 5156.605957
	Iteration 42Q: 3 clusters Score -3934810 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3934839.500000 Penalty: 5156.605957
	Iteration 43Q: 3 clusters Score -3934840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3934838 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3934847 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3934856.500000 Penalty: 5156.605957
	Iteration 46Q: 3 clusters Score -3934856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3934867 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3934861.750000 Penalty: 5156.605957
	Iteration 48Q: 3 clusters Score -3934862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3934864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3934874.750000 Penalty: 5156.605957
	Iteration 50Q: 3 clusters Score -3934875 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3934876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3934886.500000 Penalty: 5156.605957
	Iteration 52Q: 3 clusters Score -3934886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3934884.750000 Penalty: 5156.605957
	Iteration 53Q: 3 clusters Score -3934885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3934887.000000 Penalty: 5156.605957
	Iteration 54Q: 3 clusters Score -3934887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3934894.250000 Penalty: 5156.605957
	Iteration 55Q: 3 clusters Score -3934894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3934909.750000 Penalty: 5156.605957
	Iteration 56Q: 3 clusters Score -3934910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3934913.750000 Penalty: 5156.605957
	Iteration 57Q: 3 clusters Score -3934914 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3934917.000000 Penalty: 5156.605957
	Iteration 58Q: 3 clusters Score -3934917 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3934937.250000 Penalty: 5156.605957
	Iteration 59Q: 3 clusters Score -3934937 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3934946.250000 Penalty: 5156.605957
	Iteration 60F: 3 clusters Score -3934946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3934940.250000 Penalty: 5156.605957
	Iteration 61Q: 3 clusters Score -3934940 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3934957.750000 Penalty: 5156.605957
	Iteration 62Q: 3 clusters Score -3934958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3934950.750000 Penalty: 5156.605957
	Iteration 63Q: 3 clusters Score -3934951 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3934961.750000 Penalty: 5156.605957
	Iteration 64Q: 3 clusters Score -3934962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3934972 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3934995.750000 Penalty: 5156.605957
	Iteration 66Q: 3 clusters Score -3934996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3934999 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -3935011.250000 Penalty: 5156.605957
	Iteration 68Q: 3 clusters Score -3935011 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3935016.000000 Penalty: 5156.605957
	Iteration 69Q: 3 clusters Score -3935016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3935019.250000 Penalty: 5156.605957
	Iteration 70Q: 3 clusters Score -3935019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3935023.500000 Penalty: 5156.605957
	Iteration 71Q: 3 clusters Score -3935024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3935022.000000 Penalty: 5156.605957
	Iteration 72Q: 3 clusters Score -3935022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3935025.500000 Penalty: 5156.605957
	Iteration 73Q: 3 clusters Score -3935026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3935035.250000 Penalty: 5156.605957
	Iteration 74Q: 3 clusters Score -3935035 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -3935042.000000 Penalty: 5156.605957
	Iteration 75Q: 3 clusters Score -3935042 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3935047 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3935065 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3935072 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -3935105.000000 Penalty: 5156.605957
	Iteration 79Q: 3 clusters Score -3935105 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3935131.750000 Penalty: 5156.605957
	Iteration 80F: 3 clusters Score -3935132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3935146.000000 Penalty: 5156.605957
	Iteration 81Q: 3 clusters Score -3935146 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3935169.750000 Penalty: 5156.605957
	Iteration 82Q: 3 clusters Score -3935170 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3935182.750000 Penalty: 5156.605957
	Iteration 83Q: 3 clusters Score -3935183 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3935198.750000 Penalty: 5156.605957
	Iteration 84Q: 3 clusters Score -3935199 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3935210.500000 Penalty: 5156.605957
	Iteration 85Q: 3 clusters Score -3935210 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3935218.250000 Penalty: 5156.605957
	Iteration 86Q: 3 clusters Score -3935218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3935220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3935239.000000 Penalty: 5156.605957
	Iteration 88Q: 3 clusters Score -3935239 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -3935250.750000 Penalty: 5156.605957
	Iteration 89Q: 3 clusters Score -3935251 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3935273.750000 Penalty: 5156.605957
	Iteration 90Q: 3 clusters Score -3935274 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3935294.000000 Penalty: 5156.605957
	Iteration 91Q: 3 clusters Score -3935294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3935300.750000 Penalty: 5156.605957
	Iteration 92Q: 3 clusters Score -3935301 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -3935309.250000 Penalty: 5156.605957
	Iteration 93Q: 3 clusters Score -3935309 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -3935332.500000 Penalty: 5156.605957
	Iteration 94Q: 3 clusters Score -3935332 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3935337.750000 Penalty: 5156.605957
	Iteration 95Q: 3 clusters Score -3935338 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3935367.750000 Penalty: 5156.605957
	Iteration 96Q: 3 clusters Score -3935368 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3935391.250000 Penalty: 5156.605957
	Iteration 97Q: 3 clusters Score -3935391 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3935404.250000 Penalty: 5156.605957
	Iteration 98Q: 3 clusters Score -3935404 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -3935414.000000 Penalty: 5156.605957
	Iteration 99Q: 3 clusters Score -3935414 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -3935435.000000 Penalty: 5156.605957
	Iteration 100F: 3 clusters Score -3935435 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3935433.500000 Penalty: 5156.605957
	Iteration 101Q: 3 clusters Score -3935434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3935448.000000 Penalty: 5156.605957
	Iteration 102Q: 3 clusters Score -3935448 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3935474.250000 Penalty: 5156.605957
	Iteration 103Q: 3 clusters Score -3935474 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3935488 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3935495.750000 Penalty: 5156.605957
	Iteration 105Q: 3 clusters Score -3935496 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3935532 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3935567.000000 Penalty: 5156.605957
	Iteration 107Q: 3 clusters Score -3935567 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3935598 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3935628.000000 Penalty: 5156.605957
	Iteration 109Q: 3 clusters Score -3935628 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3935655.000000 Penalty: 5156.605957
	Iteration 110Q: 3 clusters Score -3935655 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3935677.250000 Penalty: 5156.605957
	Iteration 111Q: 3 clusters Score -3935677 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3935696.250000 Penalty: 5156.605957
	Iteration 112Q: 3 clusters Score -3935696 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -3935725.500000 Penalty: 5156.605957
	Iteration 113Q: 3 clusters Score -3935726 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3935749.000000 Penalty: 5156.605957
	Iteration 114Q: 3 clusters Score -3935749 nChanged 158
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Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3935784.000000 Penalty: 5156.605957
	Iteration 115Q: 3 clusters Score -3935784 nChanged 165
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Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3935819.250000 Penalty: 5156.605957
	Iteration 116Q: 3 clusters Score -3935819 nChanged 172
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Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3935864 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24526 members 
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Entering Unmasked Estep 
Score: -3935912.500000 Penalty: 5156.605957
	Iteration 118Q: 3 clusters Score -3935912 nChanged 184
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Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3935946.500000 Penalty: 5156.605957
	Iteration 119Q: 3 clusters Score -3935946 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3935969.000000 Penalty: 5156.605957
	Iteration 120F: 3 clusters Score -3935969 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3936009.000000 Penalty: 5156.605957
	Iteration 121Q: 3 clusters Score -3936009 nChanged 173
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Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3936047 nChanged 173
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Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3936082.500000 Penalty: 5156.605957
	Iteration 123Q: 3 clusters Score -3936082 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3936119.000000 Penalty: 5156.605957
	Iteration 124Q: 3 clusters Score -3936119 nChanged 151
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Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3936147.250000 Penalty: 5156.605957
	Iteration 125Q: 3 clusters Score -3936147 nChanged 171
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Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3936188.250000 Penalty: 5156.605957
	Iteration 126Q: 3 clusters Score -3936188 nChanged 182
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Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3936239.000000 Penalty: 5156.605957
	Iteration 127Q: 3 clusters Score -3936239 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3936270.750000 Penalty: 5156.605957
	Iteration 128Q: 3 clusters Score -3936271 nChanged 179
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Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3936313.250000 Penalty: 5156.605957
	Iteration 129Q: 3 clusters Score -3936313 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3936345.250000 Penalty: 5156.605957
	Iteration 130Q: 3 clusters Score -3936345 nChanged 179
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Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -3936384.500000 Penalty: 5156.605957
	Iteration 131Q: 3 clusters Score -3936384 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3936432.750000 Penalty: 5156.605957
	Iteration 132Q: 3 clusters Score -3936433 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -3936501.250000 Penalty: 5156.605957
	Iteration 133Q: 3 clusters Score -3936501 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3936555.000000 Penalty: 5156.605957
	Iteration 134Q: 3 clusters Score -3936555 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -3936585.750000 Penalty: 5156.605957
	Iteration 135Q: 3 clusters Score -3936586 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3936625.750000 Penalty: 5156.605957
	Iteration 136Q: 3 clusters Score -3936626 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3936656.000000 Penalty: 5156.605957
	Iteration 137Q: 3 clusters Score -3936656 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3936686.250000 Penalty: 5156.605957
	Iteration 138Q: 3 clusters Score -3936686 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3936717.250000 Penalty: 5156.605957
	Iteration 139Q: 3 clusters Score -3936717 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3936745.750000 Penalty: 5156.605957
	Iteration 140F: 3 clusters Score -3936746 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3936791.000000 Penalty: 5156.605957
	Iteration 141Q: 3 clusters Score -3936791 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3936814.250000 Penalty: 5156.605957
	Iteration 142Q: 3 clusters Score -3936814 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3936862.500000 Penalty: 5156.605957
	Iteration 143Q: 3 clusters Score -3936862 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3936905.000000 Penalty: 5156.605957
	Iteration 144Q: 3 clusters Score -3936905 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3936958.500000 Penalty: 5156.605957
	Iteration 145Q: 3 clusters Score -3936958 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3937011.750000 Penalty: 5156.605957
	Iteration 146Q: 3 clusters Score -3937012 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3937068.500000 Penalty: 5156.605957
	Iteration 147Q: 3 clusters Score -3937068 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3937113.750000 Penalty: 5156.605957
	Iteration 148Q: 3 clusters Score -3937114 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3937169.250000 Penalty: 5156.605957
	Iteration 149Q: 3 clusters Score -3937169 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3937220.500000 Penalty: 5156.605957
	Iteration 150Q: 3 clusters Score -3937220 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3937300.250000 Penalty: 5156.605957
	Iteration 151Q: 3 clusters Score -3937300 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3937352.750000 Penalty: 5156.605957
	Iteration 152Q: 3 clusters Score -3937353 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3937396.000000 Penalty: 5156.605957
	Iteration 153Q: 3 clusters Score -3937396 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3937468.250000 Penalty: 5156.605957
	Iteration 154Q: 3 clusters Score -3937468 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3937514.750000 Penalty: 5156.605957
	Iteration 155Q: 3 clusters Score -3937515 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3937563.000000 Penalty: 5156.605957
	Iteration 156Q: 3 clusters Score -3937563 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3937595.500000 Penalty: 5156.605957
	Iteration 157Q: 3 clusters Score -3937596 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3937635.000000 Penalty: 5156.605957
	Iteration 158Q: 3 clusters Score -3937635 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3937667.250000 Penalty: 5156.605957
	Iteration 159Q: 3 clusters Score -3937667 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3937698.500000 Penalty: 5156.605957
	Iteration 160F: 3 clusters Score -3937698 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3937745.000000 Penalty: 5156.605957
	Iteration 161Q: 3 clusters Score -3937745 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3937794.000000 Penalty: 5156.605957
	Iteration 162Q: 3 clusters Score -3937794 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3937844.000000 Penalty: 5156.605957
	Iteration 163Q: 3 clusters Score -3937844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3937890.500000 Penalty: 5156.605957
	Iteration 164Q: 3 clusters Score -3937890 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3937925.750000 Penalty: 5156.605957
	Iteration 165Q: 3 clusters Score -3937926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3937946.000000 Penalty: 5156.605957
	Iteration 166Q: 3 clusters Score -3937946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3937961.500000 Penalty: 5156.605957
	Iteration 167Q: 3 clusters Score -3937962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3937969.000000 Penalty: 5156.605957
	Iteration 168Q: 3 clusters Score -3937969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3937977.500000 Penalty: 5156.605957
	Iteration 169Q: 3 clusters Score -3937978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3937979.750000 Penalty: 5156.605957
	Iteration 170Q: 3 clusters Score -3937980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3937998.000000 Penalty: 5156.605957
	Iteration 171Q: 3 clusters Score -3937998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3937997.500000 Penalty: 5156.605957
	Iteration 172Q: 3 clusters Score -3937998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3937999.500000 Penalty: 5156.605957
	Iteration 173Q: 3 clusters Score -3938000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3938001.750000 Penalty: 5156.605957
	Iteration 174Q: 3 clusters Score -3938002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3938005.000000 Penalty: 5156.605957
	Iteration 175Q: 3 clusters Score -3938005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3938014.000000 Penalty: 5156.605957
	Iteration 176Q: 3 clusters Score -3938014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3938023.750000 Penalty: 5156.605957
	Iteration 177Q: 3 clusters Score -3938024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3938024.750000 Penalty: 5156.605957
	Iteration 178Q: 3 clusters Score -3938025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3938020.750000 Penalty: 5156.605957
	Iteration 179Q: 3 clusters Score -3938021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3938022.250000 Penalty: 5156.605957
	Iteration 180F: 3 clusters Score -3938022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3938024.750000 Penalty: 5156.605957
	Iteration 181Q: 3 clusters Score -3938025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3938036.500000 Penalty: 5156.605957
	Iteration 182Q: 3 clusters Score -3938036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3938042.250000 Penalty: 5156.605957
	Iteration 183Q: 3 clusters Score -3938042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3938039.000000 Penalty: 5156.605957
	Iteration 184Q: 3 clusters Score -3938039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3938040.250000 Penalty: 5156.605957
	Iteration 185Q: 3 clusters Score -3938040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3938040.750000 Penalty: 5156.605957
	Iteration 186Q: 3 clusters Score -3938041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3938046.500000 Penalty: 5156.605957
	Iteration 187Q: 3 clusters Score -3938046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3938046.750000 Penalty: 5156.605957
	Iteration 188Q: 3 clusters Score -3938047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3938043.250000 Penalty: 5156.605957
	Iteration 189Q: 3 clusters Score -3938043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3938042.500000 Penalty: 5156.605957
	Iteration 190Q: 3 clusters Score -3938042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3938043.250000 Penalty: 5156.605957
	Iteration 191Q: 3 clusters Score -3938043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3938046.250000 Penalty: 5156.605957
	Iteration 192Q: 3 clusters Score -3938046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3938043.000000 Penalty: 5156.605957
	Iteration 193Q: 3 clusters Score -3938043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3938043.250000 Penalty: 5156.605957
	Iteration 194Q: 3 clusters Score -3938043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3938043.000000 Penalty: 5156.605957
	Iteration 195Q: 3 clusters Score -3938043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3938043.000000 Penalty: 5156.605957
	Iteration 196F: 3 clusters Score -3938043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (92135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92135 members 
Entering Unmasked Estep 
Score: -11285654.000000 Penalty: 2834.890625
	Iteration 0F: 2 clusters Score -1.128565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -11224174.000000 Penalty: 5669.781250
	Iteration 0F: 3 clusters Score -1.122417e+07 nChanged 43400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -11248941.000000 Penalty: 5669.781250
	Iteration 1F: 3 clusters Score -1.124894e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -11249544.000000 Penalty: 5669.781250
	Iteration 2Q: 3 clusters Score -1.124954e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -11250143.000000 Penalty: 5669.781250
	Iteration 3Q: 3 clusters Score -1.125014e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -11250843.000000 Penalty: 5669.781250
	Iteration 4Q: 3 clusters Score -1.125084e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -11251931.000000 Penalty: 5669.781250
	Iteration 5Q: 3 clusters Score -1.125193e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -11253601.000000 Penalty: 5669.781250
	Iteration 6Q: 3 clusters Score -1.12536e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -11256342.000000 Penalty: 5669.781250
	Iteration 7F: 3 clusters Score -1.125634e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -11260591.000000 Penalty: 5669.781250
	Iteration 8F: 3 clusters Score -1.126059e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -11266205.000000 Penalty: 5669.781250
	Iteration 9F: 3 clusters Score -1.12662e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -11271977.000000 Penalty: 5669.781250
	Iteration 10F: 3 clusters Score -1.127198e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -11276705.000000 Penalty: 5669.781250
	Iteration 11F: 3 clusters Score -1.12767e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86752 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -11279929.000000 Penalty: 5669.781250
	Iteration 12Q: 3 clusters Score -1.127993e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -11281557.000000 Penalty: 5669.781250
	Iteration 13Q: 3 clusters Score -1.128156e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89861 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -11282373.000000 Penalty: 5669.781250
	Iteration 14Q: 3 clusters Score -1.128237e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -11282770.000000 Penalty: 5669.781250
	Iteration 15Q: 3 clusters Score -1.128277e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -11282997.000000 Penalty: 5669.781250
	Iteration 16Q: 3 clusters Score -1.1283e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90953 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11283123.000000 Penalty: 5669.781250
	Iteration 17Q: 3 clusters Score -1.128312e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91062 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -11283192.000000 Penalty: 5669.781250
	Iteration 18Q: 3 clusters Score -1.128319e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11283232.000000 Penalty: 5669.781250
	Iteration 19Q: 3 clusters Score -1.128323e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11283250.000000 Penalty: 5669.781250
	Iteration 20F: 3 clusters Score -1.128325e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -11283282.000000 Penalty: 5669.781250
	Iteration 21Q: 3 clusters Score -1.128328e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91230 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11283310.000000 Penalty: 5669.781250
	Iteration 22Q: 3 clusters Score -1.128331e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11283339.000000 Penalty: 5669.781250
	Iteration 23Q: 3 clusters Score -1.128334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91268 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11283337.000000 Penalty: 5669.781250
	Iteration 24Q: 3 clusters Score -1.128334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11283341.000000 Penalty: 5669.781250
	Iteration 25Q: 3 clusters Score -1.128334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91296 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11283350.000000 Penalty: 5669.781250
	Iteration 26Q: 3 clusters Score -1.128335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91306 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11283359.000000 Penalty: 5669.781250
	Iteration 27Q: 3 clusters Score -1.128336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91321 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11283363.000000 Penalty: 5669.781250
	Iteration 28Q: 3 clusters Score -1.128336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91328 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11283381.000000 Penalty: 5669.781250
	Iteration 29Q: 3 clusters Score -1.128338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91334 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11283376.000000 Penalty: 5669.781250
	Iteration 30Q: 3 clusters Score -1.128338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11283380.000000 Penalty: 5669.781250
	Iteration 31Q: 3 clusters Score -1.128338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11283375.000000 Penalty: 5669.781250
	Iteration 32Q: 3 clusters Score -1.128338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11283380.000000 Penalty: 5669.781250
	Iteration 33Q: 3 clusters Score -1.128338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11283372.000000 Penalty: 5669.781250
	Iteration 34Q: 3 clusters Score -1.128337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91358 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11283387.000000 Penalty: 5669.781250
	Iteration 35Q: 3 clusters Score -1.128339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -11283372.000000 Penalty: 5669.781250
	Iteration 36Q: 3 clusters Score -1.128337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11283384.000000 Penalty: 5669.781250
	Iteration 37Q: 3 clusters Score -1.128338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91373 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11283386.000000 Penalty: 5669.781250
	Iteration 38Q: 3 clusters Score -1.128339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11283393.000000 Penalty: 5669.781250
	Iteration 39Q: 3 clusters Score -1.128339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91382 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11283395.000000 Penalty: 5669.781250
	Iteration 40F: 3 clusters Score -1.12834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -11283398.000000 Penalty: 5669.781250
	Iteration 41Q: 3 clusters Score -1.12834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -11283398.000000 Penalty: 5669.781250
	Iteration 42F: 3 clusters Score -1.12834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Entering Unmasked Estep 
Score: -449847.937500 Penalty: 2036.985840
	Iteration 0F: 2 clusters Score -449847.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -446139.281250 Penalty: 4073.971680
	Iteration 0F: 3 clusters Score -446139.3 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -446943.031250 Penalty: 4073.971680
	Iteration 1F: 3 clusters Score -446943 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -447122.593750 Penalty: 4073.971680
	Iteration 2F: 3 clusters Score -447122.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -447229.218750 Penalty: 4073.971680
	Iteration 3Q: 3 clusters Score -447229.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -447302.625000 Penalty: 4073.971680
	Iteration 4Q: 3 clusters Score -447302.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -447352.437500 Penalty: 4073.971680
	Iteration 5Q: 3 clusters Score -447352.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -447393.406250 Penalty: 4073.971680
	Iteration 6Q: 3 clusters Score -447393.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -447430.906250 Penalty: 4073.971680
	Iteration 7Q: 3 clusters Score -447430.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -447458.843750 Penalty: 4073.971680
	Iteration 8Q: 3 clusters Score -447458.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -447473.218750 Penalty: 4073.971680
	Iteration 9Q: 3 clusters Score -447473.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -447481.406250 Penalty: 4073.971680
	Iteration 10Q: 3 clusters Score -447481.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -447495.812500 Penalty: 4073.971680
	Iteration 11Q: 3 clusters Score -447495.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -447508.218750 Penalty: 4073.971680
	Iteration 12Q: 3 clusters Score -447508.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -447516.343750 Penalty: 4073.971680
	Iteration 13Q: 3 clusters Score -447516.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -447523.812500 Penalty: 4073.971680
	Iteration 14Q: 3 clusters Score -447523.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -447529.718750 Penalty: 4073.971680
	Iteration 15Q: 3 clusters Score -447529.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -447534.406250 Penalty: 4073.971680
	Iteration 16Q: 3 clusters Score -447534.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -447540.375000 Penalty: 4073.971680
	Iteration 17Q: 3 clusters Score -447540.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -447543.750000 Penalty: 4073.971680
	Iteration 18Q: 3 clusters Score -447543.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -447550.156250 Penalty: 4073.971680
	Iteration 19Q: 3 clusters Score -447550.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -447557.656250 Penalty: 4073.971680
	Iteration 20F: 3 clusters Score -447557.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -447562.562500 Penalty: 4073.971680
	Iteration 21Q: 3 clusters Score -447562.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -447564.937500 Penalty: 4073.971680
	Iteration 22Q: 3 clusters Score -447564.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -447568.343750 Penalty: 4073.971680
	Iteration 23Q: 3 clusters Score -447568.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -447571.375000 Penalty: 4073.971680
	Iteration 24Q: 3 clusters Score -447571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -447573.687500 Penalty: 4073.971680
	Iteration 25Q: 3 clusters Score -447573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -447573.968750 Penalty: 4073.971680
	Iteration 26Q: 3 clusters Score -447574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -447574.500000 Penalty: 4073.971680
	Iteration 27Q: 3 clusters Score -447574.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -447575.500000 Penalty: 4073.971680
	Iteration 28Q: 3 clusters Score -447575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -447576.500000 Penalty: 4073.971680
	Iteration 29Q: 3 clusters Score -447576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -447577.593750 Penalty: 4073.971680
	Iteration 30Q: 3 clusters Score -447577.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -447578.406250 Penalty: 4073.971680
	Iteration 31Q: 3 clusters Score -447578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -447579.250000 Penalty: 4073.971680
	Iteration 32Q: 3 clusters Score -447579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -447579.187500 Penalty: 4073.971680
	Iteration 33Q: 3 clusters Score -447579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -447579.406250 Penalty: 4073.971680
	Iteration 34Q: 3 clusters Score -447579.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -447579.406250 Penalty: 4073.971680
	Iteration 35F: 3 clusters Score -447579.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -59008.679688 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -59008.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57445.363281 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -57445.36 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57883.535156 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -57883.54 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58416.714844 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -58416.71 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58919.554688 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -58919.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59275.191406 Penalty: 3165.380615
	Iteration 4F: 3 clusters Score -59275.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59476.355469 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -59476.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59550.699219 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -59550.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59580.726562 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -59580.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59621.894531 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -59621.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59644.472656 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -59644.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59648.035156 Penalty: 3165.380615
	Iteration 10F: 3 clusters Score -59648.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59676.277344 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -59676.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59693.394531 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -59693.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59693.394531 Penalty: 3165.380615
	Iteration 13F: 3 clusters Score -59693.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235495 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 75775 members 
Mstep: Class 15 contains 7747 members 
Mstep: Class 16 contains 6057 members 
Mstep: Class 17 contains 136484 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 9504 members 
Mstep: Class 21 contains 3966 members 
Mstep: Class 22 contains 6381 members 
Mstep: Class 23 contains 1060 members 
Mstep: Class 24 contains 16390 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41630 members 
Mstep: Class 32 contains 5065 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 15495 members 
Mstep: Class 35 contains 96625 members 
Mstep: Class 36 contains 32310 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4008 members 
Mstep: Class 47 contains 12458 members 
Mstep: Class 48 contains 7453 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10321 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16568 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15770 members 
Mstep: Class 61 contains 29415 members 
Mstep: Class 62 contains 32741 members 
Mstep: Class 63 contains 92135 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 366 members 
Mstep: Class 66 contains 2430 members 
Mstep: Class 67 contains 4011 members 
Mstep: Class 68 contains 19129 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1707 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9737 members 
Mstep: Class 77 contains 10910 members 
Mstep: Class 78 contains 780 members 
Mstep: Class 79 contains 225 members 
Entering Unmasked Estep 
Score: -154531328.000000 Penalty: 276011.125000
Splitting cluster 65 changes total score from -154532416.000000 to -154531328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (2430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Entering Unmasked Estep 
Score: -386193.187500 Penalty: 1933.320312
	Iteration 0F: 2 clusters Score -386193.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -383338.375000 Penalty: 3866.640625
	Iteration 0F: 3 clusters Score -383338.4 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -384145.625000 Penalty: 3866.640625
	Iteration 1F: 3 clusters Score -384145.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -384490.968750 Penalty: 3866.640625
	Iteration 2F: 3 clusters Score -384491 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -384815.562500 Penalty: 3866.640625
	Iteration 3F: 3 clusters Score -384815.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -385045.218750 Penalty: 3866.640625
	Iteration 4F: 3 clusters Score -385045.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -385237.125000 Penalty: 3866.640625
	Iteration 5F: 3 clusters Score -385237.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -385371.062500 Penalty: 3866.640625
	Iteration 6Q: 3 clusters Score -385371.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -385446.343750 Penalty: 3866.640625
	Iteration 7Q: 3 clusters Score -385446.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -385495.718750 Penalty: 3866.640625
	Iteration 8Q: 3 clusters Score -385495.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -385525.593750 Penalty: 3866.640625
	Iteration 9Q: 3 clusters Score -385525.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -385550.312500 Penalty: 3866.640625
	Iteration 10Q: 3 clusters Score -385550.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -385572.875000 Penalty: 3866.640625
	Iteration 11Q: 3 clusters Score -385572.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -385608.000000 Penalty: 3866.640625
	Iteration 12Q: 3 clusters Score -385608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -385637.406250 Penalty: 3866.640625
	Iteration 13Q: 3 clusters Score -385637.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -385650.406250 Penalty: 3866.640625
	Iteration 14Q: 3 clusters Score -385650.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -385657.968750 Penalty: 3866.640625
	Iteration 15Q: 3 clusters Score -385658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -385665.562500 Penalty: 3866.640625
	Iteration 16Q: 3 clusters Score -385665.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -385676.437500 Penalty: 3866.640625
	Iteration 17Q: 3 clusters Score -385676.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -385688.156250 Penalty: 3866.640625
	Iteration 18Q: 3 clusters Score -385688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -385696.687500 Penalty: 3866.640625
	Iteration 19Q: 3 clusters Score -385696.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -385705.656250 Penalty: 3866.640625
	Iteration 20F: 3 clusters Score -385705.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -385712.718750 Penalty: 3866.640625
	Iteration 21Q: 3 clusters Score -385712.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -385725.656250 Penalty: 3866.640625
	Iteration 22Q: 3 clusters Score -385725.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -385732.812500 Penalty: 3866.640625
	Iteration 23Q: 3 clusters Score -385732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -385737.062500 Penalty: 3866.640625
	Iteration 24Q: 3 clusters Score -385737.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -385741.312500 Penalty: 3866.640625
	Iteration 25Q: 3 clusters Score -385741.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -385744.718750 Penalty: 3866.640625
	Iteration 26Q: 3 clusters Score -385744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -385747.125000 Penalty: 3866.640625
	Iteration 27Q: 3 clusters Score -385747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -385750.437500 Penalty: 3866.640625
	Iteration 28Q: 3 clusters Score -385750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -385751.156250 Penalty: 3866.640625
	Iteration 29Q: 3 clusters Score -385751.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -385751.156250 Penalty: 3866.640625
	Iteration 30F: 3 clusters Score -385751.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -404537.437500 Penalty: 2057.605469
	Iteration 0F: 2 clusters Score -404537.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -400704.125000 Penalty: 4115.210938
	Iteration 0F: 3 clusters Score -400704.1 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -401811.531250 Penalty: 4115.210938
	Iteration 1F: 3 clusters Score -401811.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -402134.093750 Penalty: 4115.210938
	Iteration 2F: 3 clusters Score -402134.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -402368.187500 Penalty: 4115.210938
	Iteration 3F: 3 clusters Score -402368.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -402531.656250 Penalty: 4115.210938
	Iteration 4F: 3 clusters Score -402531.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -402660.093750 Penalty: 4115.210938
	Iteration 5Q: 3 clusters Score -402660.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -402759.875000 Penalty: 4115.210938
	Iteration 6Q: 3 clusters Score -402759.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -402838.406250 Penalty: 4115.210938
	Iteration 7Q: 3 clusters Score -402838.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -402901.625000 Penalty: 4115.210938
	Iteration 8Q: 3 clusters Score -402901.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -402955.937500 Penalty: 4115.210938
	Iteration 9Q: 3 clusters Score -402955.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -402998.437500 Penalty: 4115.210938
	Iteration 10Q: 3 clusters Score -402998.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -403047.593750 Penalty: 4115.210938
	Iteration 11Q: 3 clusters Score -403047.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -403075.968750 Penalty: 4115.210938
	Iteration 12Q: 3 clusters Score -403076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -403101.875000 Penalty: 4115.210938
	Iteration 13Q: 3 clusters Score -403101.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -403120.437500 Penalty: 4115.210938
	Iteration 14Q: 3 clusters Score -403120.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -403140.031250 Penalty: 4115.210938
	Iteration 15Q: 3 clusters Score -403140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -403154.125000 Penalty: 4115.210938
	Iteration 16Q: 3 clusters Score -403154.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -403169.500000 Penalty: 4115.210938
	Iteration 17Q: 3 clusters Score -403169.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -403186.750000 Penalty: 4115.210938
	Iteration 18Q: 3 clusters Score -403186.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -403208.343750 Penalty: 4115.210938
	Iteration 19Q: 3 clusters Score -403208.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -403238.406250 Penalty: 4115.210938
	Iteration 20F: 3 clusters Score -403238.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -403267.125000 Penalty: 4115.210938
	Iteration 21Q: 3 clusters Score -403267.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -403284.718750 Penalty: 4115.210938
	Iteration 22Q: 3 clusters Score -403284.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -403294.531250 Penalty: 4115.210938
	Iteration 23Q: 3 clusters Score -403294.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -403311.750000 Penalty: 4115.210938
	Iteration 24Q: 3 clusters Score -403311.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -403325.375000 Penalty: 4115.210938
	Iteration 25Q: 3 clusters Score -403325.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -403340.031250 Penalty: 4115.210938
	Iteration 26Q: 3 clusters Score -403340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -403352.031250 Penalty: 4115.210938
	Iteration 27Q: 3 clusters Score -403352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -403359.968750 Penalty: 4115.210938
	Iteration 28Q: 3 clusters Score -403360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -403367.187500 Penalty: 4115.210938
	Iteration 29Q: 3 clusters Score -403367.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -403374.468750 Penalty: 4115.210938
	Iteration 30Q: 3 clusters Score -403374.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -403381.156250 Penalty: 4115.210938
	Iteration 31Q: 3 clusters Score -403381.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -403389.937500 Penalty: 4115.210938
	Iteration 32Q: 3 clusters Score -403389.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -403400.968750 Penalty: 4115.210938
	Iteration 33Q: 3 clusters Score -403401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -403410.437500 Penalty: 4115.210938
	Iteration 34Q: 3 clusters Score -403410.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -403419.437500 Penalty: 4115.210938
	Iteration 35Q: 3 clusters Score -403419.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -403427.000000 Penalty: 4115.210938
	Iteration 36Q: 3 clusters Score -403427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -403433.156250 Penalty: 4115.210938
	Iteration 37Q: 3 clusters Score -403433.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -403441.250000 Penalty: 4115.210938
	Iteration 38Q: 3 clusters Score -403441.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -403448.125000 Penalty: 4115.210938
	Iteration 39Q: 3 clusters Score -403448.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -403454.375000 Penalty: 4115.210938
	Iteration 40F: 3 clusters Score -403454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -403456.093750 Penalty: 4115.210938
	Iteration 41Q: 3 clusters Score -403456.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -403456.562500 Penalty: 4115.210938
	Iteration 42Q: 3 clusters Score -403456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -403457.468750 Penalty: 4115.210938
	Iteration 43Q: 3 clusters Score -403457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -403457.468750 Penalty: 4115.210938
	Iteration 44Q: 3 clusters Score -403457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -403457.875000 Penalty: 4115.210938
	Iteration 45Q: 3 clusters Score -403457.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -403457.875000 Penalty: 4115.210938
	Iteration 46F: 3 clusters Score -403457.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (19129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Entering Unmasked Estep 
Score: -2416439.500000 Penalty: 2445.022461
	Iteration 0F: 2 clusters Score -2416440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2402939.750000 Penalty: 4890.044922
	Iteration 0F: 3 clusters Score -2402940 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2407372.750000 Penalty: 4890.044922
	Iteration 1F: 3 clusters Score -2407373 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2407719.250000 Penalty: 4890.044922
	Iteration 2F: 3 clusters Score -2407719 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2408003.000000 Penalty: 4890.044922
	Iteration 3Q: 3 clusters Score -2408003 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2408271.250000 Penalty: 4890.044922
	Iteration 4Q: 3 clusters Score -2408271 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2408525.750000 Penalty: 4890.044922
	Iteration 5Q: 3 clusters Score -2408526 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2408826.000000 Penalty: 4890.044922
	Iteration 6Q: 3 clusters Score -2408826 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2409223.750000 Penalty: 4890.044922
	Iteration 7Q: 3 clusters Score -2409224 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2409743.500000 Penalty: 4890.044922
	Iteration 8Q: 3 clusters Score -2409744 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2410432.500000 Penalty: 4890.044922
	Iteration 9F: 3 clusters Score -2410432 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2411216.000000 Penalty: 4890.044922
	Iteration 10F: 3 clusters Score -2411216 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2412080.500000 Penalty: 4890.044922
	Iteration 11F: 3 clusters Score -2412080 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2412844.000000 Penalty: 4890.044922
	Iteration 12Q: 3 clusters Score -2412844 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2413410.750000 Penalty: 4890.044922
	Iteration 13Q: 3 clusters Score -2413411 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2413790.250000 Penalty: 4890.044922
	Iteration 14Q: 3 clusters Score -2413790 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2414025.750000 Penalty: 4890.044922
	Iteration 15Q: 3 clusters Score -2414026 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2414143.500000 Penalty: 4890.044922
	Iteration 16Q: 3 clusters Score -2414144 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2414225.000000 Penalty: 4890.044922
	Iteration 17Q: 3 clusters Score -2414225 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2414266.500000 Penalty: 4890.044922
	Iteration 18Q: 3 clusters Score -2414266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2414285.750000 Penalty: 4890.044922
	Iteration 19Q: 3 clusters Score -2414286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2414304.250000 Penalty: 4890.044922
	Iteration 20F: 3 clusters Score -2414304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2414311.750000 Penalty: 4890.044922
	Iteration 21Q: 3 clusters Score -2414312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2414321.250000 Penalty: 4890.044922
	Iteration 22Q: 3 clusters Score -2414321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2414330.250000 Penalty: 4890.044922
	Iteration 23Q: 3 clusters Score -2414330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2414335.750000 Penalty: 4890.044922
	Iteration 24Q: 3 clusters Score -2414336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2414336.750000 Penalty: 4890.044922
	Iteration 25Q: 3 clusters Score -2414337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2414336.750000 Penalty: 4890.044922
	Iteration 26F: 3 clusters Score -2414337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -18494.433594 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -18494.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17340.837891 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -17340.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17449.037109 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -17449.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17476.589844 Penalty: 2832.371582
	Iteration 2Q: 3 clusters Score -17476.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17503.335938 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -17503.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17546.691406 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -17546.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17587.029297 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -17587.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17598.830078 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -17598.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17607.642578 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -17607.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17616.070312 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -17616.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17620.033203 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -17620.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17620.033203 Penalty: 2832.371582
	Iteration 10F: 3 clusters Score -17620.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -221987.812500 Penalty: 1872.563965
	Iteration 0F: 2 clusters Score -221987.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -219445.281250 Penalty: 3745.127930
	Iteration 0F: 3 clusters Score -219445.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -219876.453125 Penalty: 3745.127930
	Iteration 1F: 3 clusters Score -219876.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -219987.421875 Penalty: 3745.127930
	Iteration 2F: 3 clusters Score -219987.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -220048.515625 Penalty: 3745.127930
	Iteration 3Q: 3 clusters Score -220048.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -220115.484375 Penalty: 3745.127930
	Iteration 4Q: 3 clusters Score -220115.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -220164.156250 Penalty: 3745.127930
	Iteration 5Q: 3 clusters Score -220164.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -220203.734375 Penalty: 3745.127930
	Iteration 6Q: 3 clusters Score -220203.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -220251.078125 Penalty: 3745.127930
	Iteration 7Q: 3 clusters Score -220251.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -220301.250000 Penalty: 3745.127930
	Iteration 8Q: 3 clusters Score -220301.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -220355.515625 Penalty: 3745.127930
	Iteration 9Q: 3 clusters Score -220355.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -220406.187500 Penalty: 3745.127930
	Iteration 10Q: 3 clusters Score -220406.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -220436.109375 Penalty: 3745.127930
	Iteration 11Q: 3 clusters Score -220436.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -220462.312500 Penalty: 3745.127930
	Iteration 12Q: 3 clusters Score -220462.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -220481.812500 Penalty: 3745.127930
	Iteration 13Q: 3 clusters Score -220481.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -220500.343750 Penalty: 3745.127930
	Iteration 14Q: 3 clusters Score -220500.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -220515.750000 Penalty: 3745.127930
	Iteration 15Q: 3 clusters Score -220515.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -220528.953125 Penalty: 3745.127930
	Iteration 16Q: 3 clusters Score -220529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -220547.062500 Penalty: 3745.127930
	Iteration 17Q: 3 clusters Score -220547.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -220559.140625 Penalty: 3745.127930
	Iteration 18Q: 3 clusters Score -220559.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -220564.718750 Penalty: 3745.127930
	Iteration 19Q: 3 clusters Score -220564.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -220572.937500 Penalty: 3745.127930
	Iteration 20F: 3 clusters Score -220572.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -220580.031250 Penalty: 3745.127930
	Iteration 21Q: 3 clusters Score -220580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -220592.156250 Penalty: 3745.127930
	Iteration 22Q: 3 clusters Score -220592.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -220603.312500 Penalty: 3745.127930
	Iteration 23Q: 3 clusters Score -220603.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -220610.890625 Penalty: 3745.127930
	Iteration 24Q: 3 clusters Score -220610.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -220620.953125 Penalty: 3745.127930
	Iteration 25Q: 3 clusters Score -220621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -220628.343750 Penalty: 3745.127930
	Iteration 26Q: 3 clusters Score -220628.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -220635.093750 Penalty: 3745.127930
	Iteration 27Q: 3 clusters Score -220635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -220637.234375 Penalty: 3745.127930
	Iteration 28Q: 3 clusters Score -220637.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -220638.453125 Penalty: 3745.127930
	Iteration 29Q: 3 clusters Score -220638.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -220640.375000 Penalty: 3745.127930
	Iteration 30Q: 3 clusters Score -220640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -220640.671875 Penalty: 3745.127930
	Iteration 31Q: 3 clusters Score -220640.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -220640.671875 Penalty: 3745.127930
	Iteration 32F: 3 clusters Score -220640.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -272771.781250 Penalty: 1845.738159
	Iteration 0F: 2 clusters Score -272771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -270367.937500 Penalty: 3691.476318
	Iteration 0F: 3 clusters Score -270367.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -270758.656250 Penalty: 3691.476318
	Iteration 1F: 3 clusters Score -270758.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -270904.593750 Penalty: 3691.476318
	Iteration 2F: 3 clusters Score -270904.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -271016.406250 Penalty: 3691.476318
	Iteration 3F: 3 clusters Score -271016.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -271080.593750 Penalty: 3691.476318
	Iteration 4Q: 3 clusters Score -271080.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -271130.875000 Penalty: 3691.476318
	Iteration 5Q: 3 clusters Score -271130.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -271154.125000 Penalty: 3691.476318
	Iteration 6Q: 3 clusters Score -271154.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -271179.562500 Penalty: 3691.476318
	Iteration 7Q: 3 clusters Score -271179.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -271205.375000 Penalty: 3691.476318
	Iteration 8Q: 3 clusters Score -271205.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -271229.218750 Penalty: 3691.476318
	Iteration 9Q: 3 clusters Score -271229.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -271250.593750 Penalty: 3691.476318
	Iteration 10Q: 3 clusters Score -271250.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -271265.000000 Penalty: 3691.476318
	Iteration 11Q: 3 clusters Score -271265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -271272.437500 Penalty: 3691.476318
	Iteration 12Q: 3 clusters Score -271272.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -271280.750000 Penalty: 3691.476318
	Iteration 13Q: 3 clusters Score -271280.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -271284.937500 Penalty: 3691.476318
	Iteration 14Q: 3 clusters Score -271284.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -271288.843750 Penalty: 3691.476318
	Iteration 15Q: 3 clusters Score -271288.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -271292.343750 Penalty: 3691.476318
	Iteration 16Q: 3 clusters Score -271292.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -271297.781250 Penalty: 3691.476318
	Iteration 17Q: 3 clusters Score -271297.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -271306.281250 Penalty: 3691.476318
	Iteration 18Q: 3 clusters Score -271306.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -271309.718750 Penalty: 3691.476318
	Iteration 19Q: 3 clusters Score -271309.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -271313.062500 Penalty: 3691.476318
	Iteration 20F: 3 clusters Score -271313.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -271315.843750 Penalty: 3691.476318
	Iteration 21Q: 3 clusters Score -271315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -271320.406250 Penalty: 3691.476318
	Iteration 22Q: 3 clusters Score -271320.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -271327.062500 Penalty: 3691.476318
	Iteration 23Q: 3 clusters Score -271327.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -271331.843750 Penalty: 3691.476318
	Iteration 24Q: 3 clusters Score -271331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -271334.750000 Penalty: 3691.476318
	Iteration 25Q: 3 clusters Score -271334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -271344.156250 Penalty: 3691.476318
	Iteration 26Q: 3 clusters Score -271344.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -271353.656250 Penalty: 3691.476318
	Iteration 27Q: 3 clusters Score -271353.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -271359.562500 Penalty: 3691.476318
	Iteration 28Q: 3 clusters Score -271359.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -271365.875000 Penalty: 3691.476318
	Iteration 29Q: 3 clusters Score -271365.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -271374.687500 Penalty: 3691.476318
	Iteration 30Q: 3 clusters Score -271374.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -271389.718750 Penalty: 3691.476318
	Iteration 31Q: 3 clusters Score -271389.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -271407.312500 Penalty: 3691.476318
	Iteration 32Q: 3 clusters Score -271407.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -271424.500000 Penalty: 3691.476318
	Iteration 33Q: 3 clusters Score -271424.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -271440.968750 Penalty: 3691.476318
	Iteration 34Q: 3 clusters Score -271441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -271449.906250 Penalty: 3691.476318
	Iteration 35Q: 3 clusters Score -271449.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -271458.781250 Penalty: 3691.476318
	Iteration 36Q: 3 clusters Score -271458.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -271464.218750 Penalty: 3691.476318
	Iteration 37Q: 3 clusters Score -271464.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -271469.687500 Penalty: 3691.476318
	Iteration 38Q: 3 clusters Score -271469.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -271474.562500 Penalty: 3691.476318
	Iteration 39Q: 3 clusters Score -271474.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -271476.531250 Penalty: 3691.476318
	Iteration 40F: 3 clusters Score -271476.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -271480.000000 Penalty: 3691.476318
	Iteration 41Q: 3 clusters Score -271480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -271480.093750 Penalty: 3691.476318
	Iteration 42Q: 3 clusters Score -271480.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -271480.093750 Penalty: 3691.476318
	Iteration 43F: 3 clusters Score -271480.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -298183.156250 Penalty: 1946.051270
	Iteration 0F: 2 clusters Score -298183.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -295199.656250 Penalty: 3892.102539
	Iteration 0F: 3 clusters Score -295199.7 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -295886.375000 Penalty: 3892.102539
	Iteration 1F: 3 clusters Score -295886.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -296144.781250 Penalty: 3892.102539
	Iteration 2F: 3 clusters Score -296144.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -296343.750000 Penalty: 3892.102539
	Iteration 3F: 3 clusters Score -296343.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -296539.250000 Penalty: 3892.102539
	Iteration 4F: 3 clusters Score -296539.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -296748.125000 Penalty: 3892.102539
	Iteration 5F: 3 clusters Score -296748.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -296906.781250 Penalty: 3892.102539
	Iteration 6Q: 3 clusters Score -296906.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -297057.125000 Penalty: 3892.102539
	Iteration 7Q: 3 clusters Score -297057.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -297152.000000 Penalty: 3892.102539
	Iteration 8Q: 3 clusters Score -297152 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -297224.906250 Penalty: 3892.102539
	Iteration 9Q: 3 clusters Score -297224.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -297294.312500 Penalty: 3892.102539
	Iteration 10Q: 3 clusters Score -297294.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -297331.593750 Penalty: 3892.102539
	Iteration 11Q: 3 clusters Score -297331.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -297353.156250 Penalty: 3892.102539
	Iteration 12Q: 3 clusters Score -297353.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -297370.906250 Penalty: 3892.102539
	Iteration 13Q: 3 clusters Score -297370.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -297384.937500 Penalty: 3892.102539
	Iteration 14Q: 3 clusters Score -297384.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -297396.593750 Penalty: 3892.102539
	Iteration 15Q: 3 clusters Score -297396.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -297408.000000 Penalty: 3892.102539
	Iteration 16Q: 3 clusters Score -297408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -297419.093750 Penalty: 3892.102539
	Iteration 17Q: 3 clusters Score -297419.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -297428.625000 Penalty: 3892.102539
	Iteration 18Q: 3 clusters Score -297428.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297436.281250 Penalty: 3892.102539
	Iteration 19Q: 3 clusters Score -297436.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -297447.468750 Penalty: 3892.102539
	Iteration 20F: 3 clusters Score -297447.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -297471.687500 Penalty: 3892.102539
	Iteration 21Q: 3 clusters Score -297471.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -297490.750000 Penalty: 3892.102539
	Iteration 22Q: 3 clusters Score -297490.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -297506.250000 Penalty: 3892.102539
	Iteration 23Q: 3 clusters Score -297506.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -297528.156250 Penalty: 3892.102539
	Iteration 24Q: 3 clusters Score -297528.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -297541.718750 Penalty: 3892.102539
	Iteration 25Q: 3 clusters Score -297541.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -297550.968750 Penalty: 3892.102539
	Iteration 26Q: 3 clusters Score -297551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -297562.906250 Penalty: 3892.102539
	Iteration 27Q: 3 clusters Score -297562.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -297571.593750 Penalty: 3892.102539
	Iteration 28Q: 3 clusters Score -297571.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -297581.968750 Penalty: 3892.102539
	Iteration 29Q: 3 clusters Score -297582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -297601.312500 Penalty: 3892.102539
	Iteration 30Q: 3 clusters Score -297601.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -297629.968750 Penalty: 3892.102539
	Iteration 31Q: 3 clusters Score -297630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -297650.343750 Penalty: 3892.102539
	Iteration 32Q: 3 clusters Score -297650.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -297662.875000 Penalty: 3892.102539
	Iteration 33Q: 3 clusters Score -297662.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -297669.843750 Penalty: 3892.102539
	Iteration 34Q: 3 clusters Score -297669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -297673.500000 Penalty: 3892.102539
	Iteration 35Q: 3 clusters Score -297673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -297676.687500 Penalty: 3892.102539
	Iteration 36Q: 3 clusters Score -297676.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -297677.312500 Penalty: 3892.102539
	Iteration 37Q: 3 clusters Score -297677.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -297677.312500 Penalty: 3892.102539
	Iteration 38F: 3 clusters Score -297677.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -144252.546875 Penalty: 1810.851929
	Iteration 0F: 2 clusters Score -144252.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -142022.562500 Penalty: 3621.703857
	Iteration 0F: 3 clusters Score -142022.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -142531.953125 Penalty: 3621.703857
	Iteration 1F: 3 clusters Score -142532 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -142760.015625 Penalty: 3621.703857
	Iteration 2F: 3 clusters Score -142760 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -142899.218750 Penalty: 3621.703857
	Iteration 3F: 3 clusters Score -142899.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -143008.031250 Penalty: 3621.703857
	Iteration 4Q: 3 clusters Score -143008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -143086.437500 Penalty: 3621.703857
	Iteration 5Q: 3 clusters Score -143086.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -143135.953125 Penalty: 3621.703857
	Iteration 6Q: 3 clusters Score -143136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -143183.687500 Penalty: 3621.703857
	Iteration 7Q: 3 clusters Score -143183.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -143246.953125 Penalty: 3621.703857
	Iteration 8Q: 3 clusters Score -143247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -143286.843750 Penalty: 3621.703857
	Iteration 9Q: 3 clusters Score -143286.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -143318.078125 Penalty: 3621.703857
	Iteration 10Q: 3 clusters Score -143318.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -143336.125000 Penalty: 3621.703857
	Iteration 11Q: 3 clusters Score -143336.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -143351.046875 Penalty: 3621.703857
	Iteration 12Q: 3 clusters Score -143351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -143369.250000 Penalty: 3621.703857
	Iteration 13Q: 3 clusters Score -143369.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -143387.656250 Penalty: 3621.703857
	Iteration 14Q: 3 clusters Score -143387.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -143393.093750 Penalty: 3621.703857
	Iteration 15Q: 3 clusters Score -143393.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -143399.937500 Penalty: 3621.703857
	Iteration 16Q: 3 clusters Score -143399.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -143406.765625 Penalty: 3621.703857
	Iteration 17Q: 3 clusters Score -143406.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -143413.250000 Penalty: 3621.703857
	Iteration 18Q: 3 clusters Score -143413.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -143420.437500 Penalty: 3621.703857
	Iteration 19Q: 3 clusters Score -143420.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -143424.031250 Penalty: 3621.703857
	Iteration 20F: 3 clusters Score -143424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -143431.750000 Penalty: 3621.703857
	Iteration 21Q: 3 clusters Score -143431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -143433.921875 Penalty: 3621.703857
	Iteration 22Q: 3 clusters Score -143433.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -143435.921875 Penalty: 3621.703857
	Iteration 23Q: 3 clusters Score -143435.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -143437.406250 Penalty: 3621.703857
	Iteration 24Q: 3 clusters Score -143437.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -143441.500000 Penalty: 3621.703857
	Iteration 25Q: 3 clusters Score -143441.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -143443.421875 Penalty: 3621.703857
	Iteration 26Q: 3 clusters Score -143443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -143445.593750 Penalty: 3621.703857
	Iteration 27Q: 3 clusters Score -143445.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -143447.812500 Penalty: 3621.703857
	Iteration 28Q: 3 clusters Score -143447.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -143447.812500 Penalty: 3621.703857
	Iteration 29F: 3 clusters Score -143447.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -336200.093750 Penalty: 1972.945435
	Iteration 0F: 2 clusters Score -336200.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -333054.156250 Penalty: 3945.890869
	Iteration 0F: 3 clusters Score -333054.2 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -333661.625000 Penalty: 3945.890869
	Iteration 1F: 3 clusters Score -333661.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -333864.406250 Penalty: 3945.890869
	Iteration 2F: 3 clusters Score -333864.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -333999.343750 Penalty: 3945.890869
	Iteration 3F: 3 clusters Score -333999.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -334082.406250 Penalty: 3945.890869
	Iteration 4Q: 3 clusters Score -334082.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -334168.250000 Penalty: 3945.890869
	Iteration 5Q: 3 clusters Score -334168.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -334254.062500 Penalty: 3945.890869
	Iteration 6Q: 3 clusters Score -334254.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -334340.531250 Penalty: 3945.890869
	Iteration 7Q: 3 clusters Score -334340.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -334440.625000 Penalty: 3945.890869
	Iteration 8Q: 3 clusters Score -334440.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -334520.468750 Penalty: 3945.890869
	Iteration 9Q: 3 clusters Score -334520.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -334589.531250 Penalty: 3945.890869
	Iteration 10Q: 3 clusters Score -334589.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -334659.218750 Penalty: 3945.890869
	Iteration 11Q: 3 clusters Score -334659.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -334720.593750 Penalty: 3945.890869
	Iteration 12Q: 3 clusters Score -334720.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -334761.031250 Penalty: 3945.890869
	Iteration 13Q: 3 clusters Score -334761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -334787.781250 Penalty: 3945.890869
	Iteration 14Q: 3 clusters Score -334787.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -334805.843750 Penalty: 3945.890869
	Iteration 15Q: 3 clusters Score -334805.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -334820.531250 Penalty: 3945.890869
	Iteration 16Q: 3 clusters Score -334820.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -334832.593750 Penalty: 3945.890869
	Iteration 17Q: 3 clusters Score -334832.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -334839.875000 Penalty: 3945.890869
	Iteration 18Q: 3 clusters Score -334839.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -334844.718750 Penalty: 3945.890869
	Iteration 19Q: 3 clusters Score -334844.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -334846.843750 Penalty: 3945.890869
	Iteration 20F: 3 clusters Score -334846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -334849.343750 Penalty: 3945.890869
	Iteration 21Q: 3 clusters Score -334849.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -334850.750000 Penalty: 3945.890869
	Iteration 22Q: 3 clusters Score -334850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -334850.750000 Penalty: 3945.890869
	Iteration 23F: 3 clusters Score -334850.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -224211.781250 Penalty: 1872.303101
	Iteration 0F: 2 clusters Score -224211.8 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 944 members 
Entering Unmasked Estep 
Score: -221662.406250 Penalty: 3744.606201
	Iteration 0F: 3 clusters Score -221662.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -222118.765625 Penalty: 3744.606201
	Iteration 1F: 3 clusters Score -222118.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -222248.562500 Penalty: 3744.606201
	Iteration 2F: 3 clusters Score -222248.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -222328.828125 Penalty: 3744.606201
	Iteration 3Q: 3 clusters Score -222328.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -222380.484375 Penalty: 3744.606201
	Iteration 4Q: 3 clusters Score -222380.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -222423.109375 Penalty: 3744.606201
	Iteration 5Q: 3 clusters Score -222423.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -222473.218750 Penalty: 3744.606201
	Iteration 6Q: 3 clusters Score -222473.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -222512.265625 Penalty: 3744.606201
	Iteration 7Q: 3 clusters Score -222512.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -222550.734375 Penalty: 3744.606201
	Iteration 8Q: 3 clusters Score -222550.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -222595.296875 Penalty: 3744.606201
	Iteration 9Q: 3 clusters Score -222595.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -222628.296875 Penalty: 3744.606201
	Iteration 10Q: 3 clusters Score -222628.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -222654.250000 Penalty: 3744.606201
	Iteration 11Q: 3 clusters Score -222654.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -222692.062500 Penalty: 3744.606201
	Iteration 12Q: 3 clusters Score -222692.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -222740.843750 Penalty: 3744.606201
	Iteration 13Q: 3 clusters Score -222740.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -222785.078125 Penalty: 3744.606201
	Iteration 14Q: 3 clusters Score -222785.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -222823.562500 Penalty: 3744.606201
	Iteration 15Q: 3 clusters Score -222823.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -222859.921875 Penalty: 3744.606201
	Iteration 16Q: 3 clusters Score -222859.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -222898.843750 Penalty: 3744.606201
	Iteration 17Q: 3 clusters Score -222898.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -222932.390625 Penalty: 3744.606201
	Iteration 18Q: 3 clusters Score -222932.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -222964.093750 Penalty: 3744.606201
	Iteration 19Q: 3 clusters Score -222964.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -222986.875000 Penalty: 3744.606201
	Iteration 20F: 3 clusters Score -222986.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -223016.093750 Penalty: 3744.606201
	Iteration 21Q: 3 clusters Score -223016.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -223035.453125 Penalty: 3744.606201
	Iteration 22Q: 3 clusters Score -223035.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -223052.546875 Penalty: 3744.606201
	Iteration 23Q: 3 clusters Score -223052.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -223062.015625 Penalty: 3744.606201
	Iteration 24Q: 3 clusters Score -223062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -223067.687500 Penalty: 3744.606201
	Iteration 25Q: 3 clusters Score -223067.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -223076.281250 Penalty: 3744.606201
	Iteration 26Q: 3 clusters Score -223076.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -223082.781250 Penalty: 3744.606201
	Iteration 27Q: 3 clusters Score -223082.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -223085.953125 Penalty: 3744.606201
	Iteration 28Q: 3 clusters Score -223086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -223086.687500 Penalty: 3744.606201
	Iteration 29Q: 3 clusters Score -223086.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -223089.406250 Penalty: 3744.606201
	Iteration 30Q: 3 clusters Score -223089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -223091.015625 Penalty: 3744.606201
	Iteration 31Q: 3 clusters Score -223091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -223091.671875 Penalty: 3744.606201
	Iteration 32Q: 3 clusters Score -223091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -223091.453125 Penalty: 3744.606201
	Iteration 33Q: 3 clusters Score -223091.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -223091.453125 Penalty: 3744.606201
	Iteration 34F: 3 clusters Score -223091.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (9737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Entering Unmasked Estep 
Score: -1183359.750000 Penalty: 2277.554688
	Iteration 0F: 2 clusters Score -1183360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1175758.125000 Penalty: 4555.109375
	Iteration 0F: 3 clusters Score -1175758 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1177948.625000 Penalty: 4555.109375
	Iteration 1F: 3 clusters Score -1177949 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1178264.000000 Penalty: 4555.109375
	Iteration 2F: 3 clusters Score -1178264 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1178532.500000 Penalty: 4555.109375
	Iteration 3F: 3 clusters Score -1178532 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1178797.250000 Penalty: 4555.109375
	Iteration 4Q: 3 clusters Score -1178797 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1179065.500000 Penalty: 4555.109375
	Iteration 5Q: 3 clusters Score -1179066 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1179333.500000 Penalty: 4555.109375
	Iteration 6Q: 3 clusters Score -1179334 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1179626.375000 Penalty: 4555.109375
	Iteration 7F: 3 clusters Score -1179626 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1179889.500000 Penalty: 4555.109375
	Iteration 8Q: 3 clusters Score -1179890 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1180077.750000 Penalty: 4555.109375
	Iteration 9Q: 3 clusters Score -1180078 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1180250.125000 Penalty: 4555.109375
	Iteration 10Q: 3 clusters Score -1180250 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1180389.750000 Penalty: 4555.109375
	Iteration 11Q: 3 clusters Score -1180390 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1180511.250000 Penalty: 4555.109375
	Iteration 12Q: 3 clusters Score -1180511 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1180603.625000 Penalty: 4555.109375
	Iteration 13Q: 3 clusters Score -1180604 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1180672.375000 Penalty: 4555.109375
	Iteration 14Q: 3 clusters Score -1180672 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1180717.875000 Penalty: 4555.109375
	Iteration 15Q: 3 clusters Score -1180718 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1180748.750000 Penalty: 4555.109375
	Iteration 16Q: 3 clusters Score -1180749 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1180773.125000 Penalty: 4555.109375
	Iteration 17Q: 3 clusters Score -1180773 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1180790.500000 Penalty: 4555.109375
	Iteration 18Q: 3 clusters Score -1180790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1180805.375000 Penalty: 4555.109375
	Iteration 19Q: 3 clusters Score -1180805 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1180817.875000 Penalty: 4555.109375
	Iteration 20F: 3 clusters Score -1180818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1180830.750000 Penalty: 4555.109375
	Iteration 21Q: 3 clusters Score -1180831 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1180844.625000 Penalty: 4555.109375
	Iteration 22Q: 3 clusters Score -1180845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1180850.750000 Penalty: 4555.109375
	Iteration 23Q: 3 clusters Score -1180851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1180858.500000 Penalty: 4555.109375
	Iteration 24Q: 3 clusters Score -1180858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1180861.125000 Penalty: 4555.109375
	Iteration 25Q: 3 clusters Score -1180861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1180870.750000 Penalty: 4555.109375
	Iteration 26Q: 3 clusters Score -1180871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1180873.625000 Penalty: 4555.109375
	Iteration 27Q: 3 clusters Score -1180874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1180879.625000 Penalty: 4555.109375
	Iteration 28Q: 3 clusters Score -1180880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1180887.375000 Penalty: 4555.109375
	Iteration 29Q: 3 clusters Score -1180887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1180894.625000 Penalty: 4555.109375
	Iteration 30Q: 3 clusters Score -1180895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1180889.750000 Penalty: 4555.109375
	Iteration 31Q: 3 clusters Score -1180890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1180896.125000 Penalty: 4555.109375
	Iteration 32Q: 3 clusters Score -1180896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1180900.375000 Penalty: 4555.109375
	Iteration 33Q: 3 clusters Score -1180900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1180900.250000 Penalty: 4555.109375
	Iteration 34Q: 3 clusters Score -1180900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1180905.250000 Penalty: 4555.109375
	Iteration 35Q: 3 clusters Score -1180905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1180905.750000 Penalty: 4555.109375
	Iteration 36Q: 3 clusters Score -1180906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1180906.625000 Penalty: 4555.109375
	Iteration 37Q: 3 clusters Score -1180907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1180909.250000 Penalty: 4555.109375
	Iteration 38Q: 3 clusters Score -1180909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1180912.625000 Penalty: 4555.109375
	Iteration 39Q: 3 clusters Score -1180913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1180914.500000 Penalty: 4555.109375
	Iteration 40F: 3 clusters Score -1180914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1180915.125000 Penalty: 4555.109375
	Iteration 41Q: 3 clusters Score -1180915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1180914.375000 Penalty: 4555.109375
	Iteration 42Q: 3 clusters Score -1180914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1180913.500000 Penalty: 4555.109375
	Iteration 43Q: 3 clusters Score -1180914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1180915.250000 Penalty: 4555.109375
	Iteration 44Q: 3 clusters Score -1180915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1180917.375000 Penalty: 4555.109375
	Iteration 45Q: 3 clusters Score -1180917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1180918.625000 Penalty: 4555.109375
	Iteration 46Q: 3 clusters Score -1180919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1180920.000000 Penalty: 4555.109375
	Iteration 47Q: 3 clusters Score -1180920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1180922.000000 Penalty: 4555.109375
	Iteration 48Q: 3 clusters Score -1180922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1180923.250000 Penalty: 4555.109375
	Iteration 49Q: 3 clusters Score -1180923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1180926.750000 Penalty: 4555.109375
	Iteration 50Q: 3 clusters Score -1180927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1180925.500000 Penalty: 4555.109375
	Iteration 51Q: 3 clusters Score -1180926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1180923.250000 Penalty: 4555.109375
	Iteration 52Q: 3 clusters Score -1180923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1180922.750000 Penalty: 4555.109375
	Iteration 53Q: 3 clusters Score -1180923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1180926.250000 Penalty: 4555.109375
	Iteration 54Q: 3 clusters Score -1180926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1180926.625000 Penalty: 4555.109375
	Iteration 55Q: 3 clusters Score -1180927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1180928.125000 Penalty: 4555.109375
	Iteration 56Q: 3 clusters Score -1180928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1180928.375000 Penalty: 4555.109375
	Iteration 57Q: 3 clusters Score -1180928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1180928.250000 Penalty: 4555.109375
	Iteration 58Q: 3 clusters Score -1180928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1180929.125000 Penalty: 4555.109375
	Iteration 59Q: 3 clusters Score -1180929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1180930.250000 Penalty: 4555.109375
	Iteration 60F: 3 clusters Score -1180930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1180929.875000 Penalty: 4555.109375
	Iteration 61Q: 3 clusters Score -1180930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1180931.000000 Penalty: 4555.109375
	Iteration 62Q: 3 clusters Score -1180931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1180931.500000 Penalty: 4555.109375
	Iteration 63Q: 3 clusters Score -1180932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1180931.500000 Penalty: 4555.109375
	Iteration 64Q: 3 clusters Score -1180932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1180933.500000 Penalty: 4555.109375
	Iteration 65Q: 3 clusters Score -1180934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1180931.625000 Penalty: 4555.109375
	Iteration 66Q: 3 clusters Score -1180932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1180935.250000 Penalty: 4555.109375
	Iteration 67Q: 3 clusters Score -1180935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1180933.625000 Penalty: 4555.109375
	Iteration 68Q: 3 clusters Score -1180934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1180932.750000 Penalty: 4555.109375
	Iteration 69Q: 3 clusters Score -1180933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1180933.125000 Penalty: 4555.109375
	Iteration 70Q: 3 clusters Score -1180933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1180933.125000 Penalty: 4555.109375
	Iteration 71F: 3 clusters Score -1180933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235495 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 75775 members 
Mstep: Class 15 contains 7747 members 
Mstep: Class 16 contains 6057 members 
Mstep: Class 17 contains 136484 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 21 contains 3966 members 
Mstep: Class 22 contains 6381 members 
Mstep: Class 23 contains 1060 members 
Mstep: Class 24 contains 16390 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41630 members 
Mstep: Class 32 contains 5065 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 15495 members 
Mstep: Class 35 contains 96625 members 
Mstep: Class 36 contains 32310 members 
Mstep: Class 37 contains 7066 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1877 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4008 members 
Mstep: Class 47 contains 12458 members 
Mstep: Class 48 contains 7453 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10321 members 
Mstep: Class 53 contains 970 members 
Mstep: Class 54 contains 2648 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16568 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4476 members 
Mstep: Class 60 contains 15770 members 
Mstep: Class 61 contains 29415 members 
Mstep: Class 62 contains 32741 members 
Mstep: Class 63 contains 92135 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2430 members 
Mstep: Class 67 contains 4011 members 
Mstep: Class 68 contains 19129 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1707 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1483 members 
Mstep: Class 74 contains 2851 members 
Mstep: Class 75 contains 1900 members 
Mstep: Class 76 contains 9737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154533824.000000 Penalty: 272517.312500
Iteration 159Q: 79 clusters Score -1.545338e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 7163 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2157 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235466 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 5847 members 
Mstep: Class 14 contains 75892 members 
Mstep: Class 15 contains 7782 members 
Mstep: Class 16 contains 6092 members 
Mstep: Class 17 contains 136482 members 
Mstep: Class 18 contains 13106 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 9238 members 
Mstep: Class 21 contains 3975 members 
Mstep: Class 22 contains 6383 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 16388 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2256 members 
Mstep: Class 29 contains 94231 members 
Mstep: Class 30 contains 4628 members 
Mstep: Class 31 contains 41674 members 
Mstep: Class 32 contains 5079 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 15562 members 
Mstep: Class 35 contains 96609 members 
Mstep: Class 36 contains 32311 members 
Mstep: Class 37 contains 7069 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2430 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1915 members 
Mstep: Class 44 contains 3856 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4010 members 
Mstep: Class 47 contains 12563 members 
Mstep: Class 48 contains 7430 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2985 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10410 members 
Mstep: Class 53 contains 976 members 
Mstep: Class 54 contains 2643 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16574 members 
Mstep: Class 58 contains 2105 members 
Mstep: Class 59 contains 4483 members 
Mstep: Class 60 contains 15791 members 
Mstep: Class 61 contains 29393 members 
Mstep: Class 62 contains 32759 members 
Mstep: Class 63 contains 92138 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2434 members 
Mstep: Class 67 contains 4025 members 
Mstep: Class 68 contains 19145 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1707 members 
Mstep: Class 72 contains 2560 members 
Mstep: Class 73 contains 1485 members 
Mstep: Class 74 contains 2858 members 
Mstep: Class 75 contains 1903 members 
Mstep: Class 76 contains 9762 members 
Mstep: Class 77 contains 10571 members 
Mstep: Class 78 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154534352.000000 Penalty: 272517.312500
Iteration 160F: 79 clusters Score -1.545344e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 7158 members 
Mstep: Class 3 contains 11423 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2154 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 3298 members 
Mstep: Class 11 contains 235449 members 
Mstep: Class 12 contains 10643 members 
Mstep: Class 13 contains 5863 members 
Mstep: Class 14 contains 75909 members 
Mstep: Class 15 contains 7811 members 
Mstep: Class 16 contains 6097 members 
Mstep: Class 17 contains 136476 members 
Mstep: Class 18 contains 13108 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 3969 members 
Mstep: Class 22 contains 6376 members 
Mstep: Class 23 contains 1053 members 
Mstep: Class 24 contains 16391 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17438 members 
Mstep: Class 28 contains 2258 members 
Mstep: Class 29 contains 94218 members 
Mstep: Class 30 contains 4627 members 
Mstep: Class 31 contains 41674 members 
Mstep: Class 32 contains 5032 members 
Mstep: Class 33 contains 16124 members 
Mstep: Class 34 contains 15572 members 
Mstep: Class 35 contains 96595 members 
Mstep: Class 36 contains 32309 members 
Mstep: Class 37 contains 7069 members 
Mstep: Class 38 contains 2960 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2427 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 3855 members 
Mstep: Class 45 contains 5121 members 
Mstep: Class 46 contains 4010 members 
Mstep: Class 47 contains 12595 members 
Mstep: Class 48 contains 7386 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2986 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 10257 members 
Mstep: Class 53 contains 956 members 
Mstep: Class 54 contains 2624 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16571 members 
Mstep: Class 58 contains 2102 members 
Mstep: Class 59 contains 4464 members 
Mstep: Class 60 contains 15807 members 
Mstep: Class 61 contains 29379 members 
Mstep: Class 62 contains 32737 members 
Mstep: Class 63 contains 92139 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2439 members 
Mstep: Class 67 contains 4024 members 
Mstep: Class 68 contains 19152 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1902 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2561 members 
Mstep: Class 73 contains 1488 members 
Mstep: Class 74 contains 2853 members 
Mstep: Class 75 contains 1905 members 
Mstep: Class 76 contains 9785 members 
Mstep: Class 77 contains 10765 members 
Mstep: Class 78 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154534944.000000 Penalty: 272517.312500
Iteration 161Q: 79 clusters Score -1.545349e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 7157 members 
Mstep: Class 3 contains 11425 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2152 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235436 members 
Mstep: Class 12 contains 10642 members 
Mstep: Class 13 contains 5867 members 
Mstep: Class 14 contains 75905 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 6113 members 
Mstep: Class 17 contains 136461 members 
Mstep: Class 18 contains 13108 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 3973 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1053 members 
Mstep: Class 24 contains 16386 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94219 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 41689 members 
Mstep: Class 32 contains 5011 members 
Mstep: Class 33 contains 16123 members 
Mstep: Class 34 contains 15580 members 
Mstep: Class 35 contains 96589 members 
Mstep: Class 36 contains 32308 members 
Mstep: Class 37 contains 7072 members 
Mstep: Class 38 contains 2960 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2427 members 
Mstep: Class 41 contains 8679 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1940 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 5120 members 
Mstep: Class 46 contains 4011 members 
Mstep: Class 47 contains 12630 members 
Mstep: Class 48 contains 7365 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1240 members 
Mstep: Class 52 contains 10125 members 
Mstep: Class 53 contains 949 members 
Mstep: Class 54 contains 2608 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16574 members 
Mstep: Class 58 contains 2102 members 
Mstep: Class 59 contains 4459 members 
Mstep: Class 60 contains 15825 members 
Mstep: Class 61 contains 29359 members 
Mstep: Class 62 contains 32703 members 
Mstep: Class 63 contains 92135 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2439 members 
Mstep: Class 67 contains 4032 members 
Mstep: Class 68 contains 19154 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1903 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2561 members 
Mstep: Class 73 contains 1489 members 
Mstep: Class 74 contains 2856 members 
Mstep: Class 75 contains 1905 members 
Mstep: Class 76 contains 9801 members 
Mstep: Class 77 contains 10892 members 
Mstep: Class 78 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535392.000000 Penalty: 272517.312500
Iteration 162Q: 79 clusters Score -1.545354e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 11426 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 10708 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2244 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235430 members 
Mstep: Class 12 contains 10639 members 
Mstep: Class 13 contains 5877 members 
Mstep: Class 14 contains 75905 members 
Mstep: Class 15 contains 7855 members 
Mstep: Class 16 contains 6126 members 
Mstep: Class 17 contains 136451 members 
Mstep: Class 18 contains 13109 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9255 members 
Mstep: Class 21 contains 3986 members 
Mstep: Class 22 contains 6362 members 
Mstep: Class 23 contains 1053 members 
Mstep: Class 24 contains 16383 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 17438 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 94215 members 
Mstep: Class 30 contains 4626 members 
Mstep: Class 31 contains 41684 members 
Mstep: Class 32 contains 5004 members 
Mstep: Class 33 contains 16136 members 
Mstep: Class 34 contains 15581 members 
Mstep: Class 35 contains 96592 members 
Mstep: Class 36 contains 32307 members 
Mstep: Class 37 contains 7074 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2425 members 
Mstep: Class 41 contains 8677 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1942 members 
Mstep: Class 44 contains 3853 members 
Mstep: Class 45 contains 5119 members 
Mstep: Class 46 contains 4012 members 
Mstep: Class 47 contains 12653 members 
Mstep: Class 48 contains 7335 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2988 members 
Mstep: Class 51 contains 1238 members 
Mstep: Class 52 contains 10016 members 
Mstep: Class 53 contains 947 members 
Mstep: Class 54 contains 2595 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16571 members 
Mstep: Class 58 contains 2102 members 
Mstep: Class 59 contains 4455 members 
Mstep: Class 60 contains 15838 members 
Mstep: Class 61 contains 29328 members 
Mstep: Class 62 contains 32676 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 2440 members 
Mstep: Class 67 contains 4040 members 
Mstep: Class 68 contains 19159 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1904 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2561 members 
Mstep: Class 73 contains 1491 members 
Mstep: Class 74 contains 2857 members 
Mstep: Class 75 contains 1905 members 
Mstep: Class 76 contains 9820 members 
Mstep: Class 77 contains 10994 members 
Mstep: Class 78 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535552.000000 Penalty: 272517.312500
Iteration 163Q: 79 clusters Score -1.545356e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 7154 members 
Mstep: Class 3 contains 11425 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 10710 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2244 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235415 members 
Mstep: Class 12 contains 10635 members 
Mstep: Class 13 contains 5888 members 
Mstep: Class 14 contains 75914 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 6135 members 
Mstep: Class 17 contains 136449 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 3995 members 
Mstep: Class 22 contains 6356 members 
Mstep: Class 23 contains 1056 members 
Mstep: Class 24 contains 16382 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6257 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94216 members 
Mstep: Class 30 contains 4627 members 
Mstep: Class 31 contains 41672 members 
Mstep: Class 32 contains 4996 members 
Mstep: Class 33 contains 16157 members 
Mstep: Class 34 contains 15580 members 
Mstep: Class 35 contains 96592 members 
Mstep: Class 36 contains 32305 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2427 members 
Mstep: Class 41 contains 8677 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1947 members 
Mstep: Class 44 contains 3851 members 
Mstep: Class 45 contains 5119 members 
Mstep: Class 46 contains 4016 members 
Mstep: Class 47 contains 12678 members 
Mstep: Class 48 contains 7302 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1238 members 
Mstep: Class 52 contains 9912 members 
Mstep: Class 53 contains 944 members 
Mstep: Class 54 contains 2585 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16566 members 
Mstep: Class 58 contains 2102 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15855 members 
Mstep: Class 61 contains 29277 members 
Mstep: Class 62 contains 32651 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2442 members 
Mstep: Class 67 contains 4052 members 
Mstep: Class 68 contains 19163 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1905 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2561 members 
Mstep: Class 73 contains 1494 members 
Mstep: Class 74 contains 2857 members 
Mstep: Class 75 contains 1905 members 
Mstep: Class 76 contains 9837 members 
Mstep: Class 77 contains 11083 members 
Mstep: Class 78 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535616.000000 Penalty: 272517.312500
Iteration 164Q: 79 clusters Score -1.545356e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 7153 members 
Mstep: Class 3 contains 11425 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 10710 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235411 members 
Mstep: Class 12 contains 10631 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 75911 members 
Mstep: Class 15 contains 7930 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 136445 members 
Mstep: Class 18 contains 13110 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4006 members 
Mstep: Class 22 contains 6355 members 
Mstep: Class 23 contains 1057 members 
Mstep: Class 24 contains 16381 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6259 members 
Mstep: Class 27 contains 17436 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94220 members 
Mstep: Class 30 contains 4627 members 
Mstep: Class 31 contains 41670 members 
Mstep: Class 32 contains 4983 members 
Mstep: Class 33 contains 16171 members 
Mstep: Class 34 contains 15580 members 
Mstep: Class 35 contains 96587 members 
Mstep: Class 36 contains 32306 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2427 members 
Mstep: Class 41 contains 8678 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1952 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5117 members 
Mstep: Class 46 contains 4019 members 
Mstep: Class 47 contains 12703 members 
Mstep: Class 48 contains 7251 members 
Mstep: Class 49 contains 11090 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1238 members 
Mstep: Class 52 contains 9830 members 
Mstep: Class 53 contains 945 members 
Mstep: Class 54 contains 2583 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2397 members 
Mstep: Class 57 contains 16566 members 
Mstep: Class 58 contains 2102 members 
Mstep: Class 59 contains 4452 members 
Mstep: Class 60 contains 15864 members 
Mstep: Class 61 contains 29252 members 
Mstep: Class 62 contains 32614 members 
Mstep: Class 63 contains 92130 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2443 members 
Mstep: Class 67 contains 4057 members 
Mstep: Class 68 contains 19164 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1905 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2561 members 
Mstep: Class 73 contains 1495 members 
Mstep: Class 74 contains 2857 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9859 members 
Mstep: Class 77 contains 11153 members 
Mstep: Class 78 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535824.000000 Penalty: 272517.312500
Iteration 165Q: 79 clusters Score -1.545358e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 7154 members 
Mstep: Class 3 contains 11426 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 10710 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235405 members 
Mstep: Class 12 contains 10628 members 
Mstep: Class 13 contains 5896 members 
Mstep: Class 14 contains 75900 members 
Mstep: Class 15 contains 7973 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 136439 members 
Mstep: Class 18 contains 13112 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9246 members 
Mstep: Class 21 contains 4009 members 
Mstep: Class 22 contains 6356 members 
Mstep: Class 23 contains 1057 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6260 members 
Mstep: Class 27 contains 17436 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94213 members 
Mstep: Class 30 contains 4627 members 
Mstep: Class 31 contains 41676 members 
Mstep: Class 32 contains 4974 members 
Mstep: Class 33 contains 16178 members 
Mstep: Class 34 contains 15575 members 
Mstep: Class 35 contains 96578 members 
Mstep: Class 36 contains 32306 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2425 members 
Mstep: Class 41 contains 8678 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5118 members 
Mstep: Class 46 contains 4023 members 
Mstep: Class 47 contains 12726 members 
Mstep: Class 48 contains 7206 members 
Mstep: Class 49 contains 11090 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9748 members 
Mstep: Class 53 contains 946 members 
Mstep: Class 54 contains 2580 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2396 members 
Mstep: Class 57 contains 16566 members 
Mstep: Class 58 contains 2102 members 
Mstep: Class 59 contains 4452 members 
Mstep: Class 60 contains 15877 members 
Mstep: Class 61 contains 29234 members 
Mstep: Class 62 contains 32614 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2443 members 
Mstep: Class 67 contains 4063 members 
Mstep: Class 68 contains 19163 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1905 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2561 members 
Mstep: Class 73 contains 1494 members 
Mstep: Class 74 contains 2857 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9876 members 
Mstep: Class 77 contains 11223 members 
Mstep: Class 78 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535968.000000 Penalty: 272517.312500
Iteration 166Q: 79 clusters Score -1.54536e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11427 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 10710 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235404 members 
Mstep: Class 12 contains 10624 members 
Mstep: Class 13 contains 5897 members 
Mstep: Class 14 contains 75894 members 
Mstep: Class 15 contains 8020 members 
Mstep: Class 16 contains 6161 members 
Mstep: Class 17 contains 136428 members 
Mstep: Class 18 contains 13112 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9245 members 
Mstep: Class 21 contains 4014 members 
Mstep: Class 22 contains 6357 members 
Mstep: Class 23 contains 1056 members 
Mstep: Class 24 contains 16374 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6263 members 
Mstep: Class 27 contains 17436 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94211 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41688 members 
Mstep: Class 32 contains 4967 members 
Mstep: Class 33 contains 16186 members 
Mstep: Class 34 contains 15576 members 
Mstep: Class 35 contains 96567 members 
Mstep: Class 36 contains 32307 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2425 members 
Mstep: Class 41 contains 8679 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5118 members 
Mstep: Class 46 contains 4025 members 
Mstep: Class 47 contains 12730 members 
Mstep: Class 48 contains 7160 members 
Mstep: Class 49 contains 11090 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9665 members 
Mstep: Class 53 contains 950 members 
Mstep: Class 54 contains 2575 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2395 members 
Mstep: Class 57 contains 16566 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4451 members 
Mstep: Class 60 contains 15883 members 
Mstep: Class 61 contains 29217 members 
Mstep: Class 62 contains 32604 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3692 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4069 members 
Mstep: Class 68 contains 19162 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1905 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2561 members 
Mstep: Class 73 contains 1493 members 
Mstep: Class 74 contains 2857 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9896 members 
Mstep: Class 77 contains 11300 members 
Mstep: Class 78 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536000.000000 Penalty: 272517.312500
Iteration 167Q: 79 clusters Score -1.54536e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11426 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 10710 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235395 members 
Mstep: Class 12 contains 10622 members 
Mstep: Class 13 contains 5898 members 
Mstep: Class 14 contains 75907 members 
Mstep: Class 15 contains 8080 members 
Mstep: Class 16 contains 6167 members 
Mstep: Class 17 contains 136416 members 
Mstep: Class 18 contains 13112 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9245 members 
Mstep: Class 21 contains 4018 members 
Mstep: Class 22 contains 6356 members 
Mstep: Class 23 contains 1056 members 
Mstep: Class 24 contains 16369 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6265 members 
Mstep: Class 27 contains 17436 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94204 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41693 members 
Mstep: Class 32 contains 4965 members 
Mstep: Class 33 contains 16190 members 
Mstep: Class 34 contains 15573 members 
Mstep: Class 35 contains 96561 members 
Mstep: Class 36 contains 32307 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2425 members 
Mstep: Class 41 contains 8679 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1952 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5117 members 
Mstep: Class 46 contains 4026 members 
Mstep: Class 47 contains 12743 members 
Mstep: Class 48 contains 7107 members 
Mstep: Class 49 contains 11090 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9603 members 
Mstep: Class 53 contains 949 members 
Mstep: Class 54 contains 2569 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2395 members 
Mstep: Class 57 contains 16566 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4452 members 
Mstep: Class 60 contains 15891 members 
Mstep: Class 61 contains 29196 members 
Mstep: Class 62 contains 32598 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3693 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4066 members 
Mstep: Class 68 contains 19163 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1905 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2561 members 
Mstep: Class 73 contains 1494 members 
Mstep: Class 74 contains 2858 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9910 members 
Mstep: Class 77 contains 11362 members 
Mstep: Class 78 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535952.000000 Penalty: 272517.312500
Iteration 168Q: 79 clusters Score -1.54536e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11425 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 10710 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235393 members 
Mstep: Class 12 contains 10619 members 
Mstep: Class 13 contains 5905 members 
Mstep: Class 14 contains 75915 members 
Mstep: Class 15 contains 8146 members 
Mstep: Class 16 contains 6173 members 
Mstep: Class 17 contains 136407 members 
Mstep: Class 18 contains 13112 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9244 members 
Mstep: Class 21 contains 4021 members 
Mstep: Class 22 contains 6353 members 
Mstep: Class 23 contains 1056 members 
Mstep: Class 24 contains 16368 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6268 members 
Mstep: Class 27 contains 17436 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94198 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41705 members 
Mstep: Class 32 contains 4960 members 
Mstep: Class 33 contains 16194 members 
Mstep: Class 34 contains 15573 members 
Mstep: Class 35 contains 96558 members 
Mstep: Class 36 contains 32308 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2425 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1952 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5118 members 
Mstep: Class 46 contains 4025 members 
Mstep: Class 47 contains 12753 members 
Mstep: Class 48 contains 7046 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9535 members 
Mstep: Class 53 contains 947 members 
Mstep: Class 54 contains 2565 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16566 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4452 members 
Mstep: Class 60 contains 15893 members 
Mstep: Class 61 contains 29182 members 
Mstep: Class 62 contains 32593 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3693 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4073 members 
Mstep: Class 68 contains 19163 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1905 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2559 members 
Mstep: Class 73 contains 1495 members 
Mstep: Class 74 contains 2858 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9917 members 
Mstep: Class 77 contains 11413 members 
Mstep: Class 78 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536048.000000 Penalty: 272517.312500
Iteration 169Q: 79 clusters Score -1.54536e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11425 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2147 members 
Mstep: Class 6 contains 10710 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235391 members 
Mstep: Class 12 contains 10620 members 
Mstep: Class 13 contains 5904 members 
Mstep: Class 14 contains 75927 members 
Mstep: Class 15 contains 8220 members 
Mstep: Class 16 contains 6171 members 
Mstep: Class 17 contains 136399 members 
Mstep: Class 18 contains 13112 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9246 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6351 members 
Mstep: Class 23 contains 1056 members 
Mstep: Class 24 contains 16366 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6267 members 
Mstep: Class 27 contains 17435 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94190 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41714 members 
Mstep: Class 32 contains 4958 members 
Mstep: Class 33 contains 16196 members 
Mstep: Class 34 contains 15573 members 
Mstep: Class 35 contains 96549 members 
Mstep: Class 36 contains 32308 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2425 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1954 members 
Mstep: Class 44 contains 3851 members 
Mstep: Class 45 contains 5118 members 
Mstep: Class 46 contains 4025 members 
Mstep: Class 47 contains 12755 members 
Mstep: Class 48 contains 6990 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9474 members 
Mstep: Class 53 contains 946 members 
Mstep: Class 54 contains 2566 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16564 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4452 members 
Mstep: Class 60 contains 15898 members 
Mstep: Class 61 contains 29154 members 
Mstep: Class 62 contains 32593 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3693 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4075 members 
Mstep: Class 68 contains 19164 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1905 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1496 members 
Mstep: Class 74 contains 2858 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9932 members 
Mstep: Class 77 contains 11466 members 
Mstep: Class 78 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536144.000000 Penalty: 272517.312500
Iteration 170Q: 79 clusters Score -1.545361e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11427 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2145 members 
Mstep: Class 6 contains 10710 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235387 members 
Mstep: Class 12 contains 10619 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 75937 members 
Mstep: Class 15 contains 8285 members 
Mstep: Class 16 contains 6171 members 
Mstep: Class 17 contains 136385 members 
Mstep: Class 18 contains 13112 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9241 members 
Mstep: Class 21 contains 4026 members 
Mstep: Class 22 contains 6352 members 
Mstep: Class 23 contains 1056 members 
Mstep: Class 24 contains 16362 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6267 members 
Mstep: Class 27 contains 17434 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94182 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41735 members 
Mstep: Class 32 contains 4958 members 
Mstep: Class 33 contains 16193 members 
Mstep: Class 34 contains 15572 members 
Mstep: Class 35 contains 96545 members 
Mstep: Class 36 contains 32307 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2425 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3851 members 
Mstep: Class 45 contains 5118 members 
Mstep: Class 46 contains 4025 members 
Mstep: Class 47 contains 12757 members 
Mstep: Class 48 contains 6941 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9414 members 
Mstep: Class 53 contains 947 members 
Mstep: Class 54 contains 2565 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16563 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15902 members 
Mstep: Class 61 contains 29136 members 
Mstep: Class 62 contains 32588 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3693 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4073 members 
Mstep: Class 68 contains 19167 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1906 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1497 members 
Mstep: Class 74 contains 2859 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9946 members 
Mstep: Class 77 contains 11511 members 
Mstep: Class 78 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536128.000000 Penalty: 272517.312500
Iteration 171Q: 79 clusters Score -1.545361e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2141 members 
Mstep: Class 6 contains 10711 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235381 members 
Mstep: Class 12 contains 10616 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 75939 members 
Mstep: Class 15 contains 8358 members 
Mstep: Class 16 contains 6173 members 
Mstep: Class 17 contains 136373 members 
Mstep: Class 18 contains 13112 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9241 members 
Mstep: Class 21 contains 4031 members 
Mstep: Class 22 contains 6350 members 
Mstep: Class 23 contains 1056 members 
Mstep: Class 24 contains 16355 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6268 members 
Mstep: Class 27 contains 17433 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94179 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41754 members 
Mstep: Class 32 contains 4960 members 
Mstep: Class 33 contains 16193 members 
Mstep: Class 34 contains 15572 members 
Mstep: Class 35 contains 96541 members 
Mstep: Class 36 contains 32310 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2423 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1958 members 
Mstep: Class 44 contains 3851 members 
Mstep: Class 45 contains 5119 members 
Mstep: Class 46 contains 4024 members 
Mstep: Class 47 contains 12759 members 
Mstep: Class 48 contains 6877 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9363 members 
Mstep: Class 53 contains 949 members 
Mstep: Class 54 contains 2565 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16563 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15912 members 
Mstep: Class 61 contains 29114 members 
Mstep: Class 62 contains 32588 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3693 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4074 members 
Mstep: Class 68 contains 19168 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1908 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1498 members 
Mstep: Class 74 contains 2860 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9953 members 
Mstep: Class 77 contains 11549 members 
Mstep: Class 78 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536144.000000 Penalty: 272517.312500
Iteration 172Q: 79 clusters Score -1.545361e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2138 members 
Mstep: Class 6 contains 10713 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235378 members 
Mstep: Class 12 contains 10615 members 
Mstep: Class 13 contains 5909 members 
Mstep: Class 14 contains 75938 members 
Mstep: Class 15 contains 8415 members 
Mstep: Class 16 contains 6173 members 
Mstep: Class 17 contains 136365 members 
Mstep: Class 18 contains 13112 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9241 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 6347 members 
Mstep: Class 23 contains 1056 members 
Mstep: Class 24 contains 16343 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6269 members 
Mstep: Class 27 contains 17432 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94179 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41768 members 
Mstep: Class 32 contains 4960 members 
Mstep: Class 33 contains 16209 members 
Mstep: Class 34 contains 15572 members 
Mstep: Class 35 contains 96538 members 
Mstep: Class 36 contains 32312 members 
Mstep: Class 37 contains 7078 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2423 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1958 members 
Mstep: Class 44 contains 3851 members 
Mstep: Class 45 contains 5119 members 
Mstep: Class 46 contains 4024 members 
Mstep: Class 47 contains 12761 members 
Mstep: Class 48 contains 6832 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9303 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2566 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16562 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15917 members 
Mstep: Class 61 contains 29087 members 
Mstep: Class 62 contains 32588 members 
Mstep: Class 63 contains 92132 members 
Mstep: Class 64 contains 3693 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4081 members 
Mstep: Class 68 contains 19169 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1498 members 
Mstep: Class 74 contains 2862 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9956 members 
Mstep: Class 77 contains 11592 members 
Mstep: Class 78 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536352.000000 Penalty: 272517.312500
Iteration 173Q: 79 clusters Score -1.545364e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2136 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235372 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75931 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 6174 members 
Mstep: Class 17 contains 136358 members 
Mstep: Class 18 contains 13112 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9242 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 6344 members 
Mstep: Class 23 contains 1056 members 
Mstep: Class 24 contains 16339 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6270 members 
Mstep: Class 27 contains 17433 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94177 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41773 members 
Mstep: Class 32 contains 4958 members 
Mstep: Class 33 contains 16217 members 
Mstep: Class 34 contains 15574 members 
Mstep: Class 35 contains 96539 members 
Mstep: Class 36 contains 32311 members 
Mstep: Class 37 contains 7079 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2424 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1958 members 
Mstep: Class 44 contains 3851 members 
Mstep: Class 45 contains 5118 members 
Mstep: Class 46 contains 4025 members 
Mstep: Class 47 contains 12773 members 
Mstep: Class 48 contains 6795 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9239 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2564 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16562 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15927 members 
Mstep: Class 61 contains 29074 members 
Mstep: Class 62 contains 32596 members 
Mstep: Class 63 contains 92136 members 
Mstep: Class 64 contains 3693 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4084 members 
Mstep: Class 68 contains 19170 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1498 members 
Mstep: Class 74 contains 2864 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9957 members 
Mstep: Class 77 contains 11648 members 
Mstep: Class 78 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536336.000000 Penalty: 272517.312500
Iteration 174Q: 79 clusters Score -1.545363e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235370 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 5911 members 
Mstep: Class 14 contains 75920 members 
Mstep: Class 15 contains 8474 members 
Mstep: Class 16 contains 6173 members 
Mstep: Class 17 contains 136350 members 
Mstep: Class 18 contains 13112 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9244 members 
Mstep: Class 21 contains 4035 members 
Mstep: Class 22 contains 6341 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 16337 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6270 members 
Mstep: Class 27 contains 17433 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94178 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41783 members 
Mstep: Class 32 contains 4956 members 
Mstep: Class 33 contains 16226 members 
Mstep: Class 34 contains 15572 members 
Mstep: Class 35 contains 96538 members 
Mstep: Class 36 contains 32312 members 
Mstep: Class 37 contains 7079 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2425 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1958 members 
Mstep: Class 44 contains 3851 members 
Mstep: Class 45 contains 5118 members 
Mstep: Class 46 contains 4027 members 
Mstep: Class 47 contains 12775 members 
Mstep: Class 48 contains 6761 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9188 members 
Mstep: Class 53 contains 953 members 
Mstep: Class 54 contains 2561 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16562 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15936 members 
Mstep: Class 61 contains 29043 members 
Mstep: Class 62 contains 32612 members 
Mstep: Class 63 contains 92139 members 
Mstep: Class 64 contains 3693 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4087 members 
Mstep: Class 68 contains 19170 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2558 members 
Mstep: Class 73 contains 1499 members 
Mstep: Class 74 contains 2866 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9957 members 
Mstep: Class 77 contains 11699 members 
Mstep: Class 78 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536688.000000 Penalty: 272517.312500
Iteration 175Q: 79 clusters Score -1.545367e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 6 contains 10716 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235364 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 5913 members 
Mstep: Class 14 contains 75905 members 
Mstep: Class 15 contains 8503 members 
Mstep: Class 16 contains 6175 members 
Mstep: Class 17 contains 136346 members 
Mstep: Class 18 contains 13112 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9246 members 
Mstep: Class 21 contains 4035 members 
Mstep: Class 22 contains 6340 members 
Mstep: Class 23 contains 1053 members 
Mstep: Class 24 contains 16334 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17433 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94181 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41790 members 
Mstep: Class 32 contains 4955 members 
Mstep: Class 33 contains 16231 members 
Mstep: Class 34 contains 15574 members 
Mstep: Class 35 contains 96540 members 
Mstep: Class 36 contains 32312 members 
Mstep: Class 37 contains 7079 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2426 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1958 members 
Mstep: Class 44 contains 3851 members 
Mstep: Class 45 contains 5117 members 
Mstep: Class 46 contains 4030 members 
Mstep: Class 47 contains 12781 members 
Mstep: Class 48 contains 6735 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9148 members 
Mstep: Class 53 contains 956 members 
Mstep: Class 54 contains 2556 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16562 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15949 members 
Mstep: Class 61 contains 29028 members 
Mstep: Class 62 contains 32604 members 
Mstep: Class 63 contains 92139 members 
Mstep: Class 64 contains 3693 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4087 members 
Mstep: Class 68 contains 19170 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2557 members 
Mstep: Class 73 contains 1499 members 
Mstep: Class 74 contains 2866 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9959 members 
Mstep: Class 77 contains 11739 members 
Mstep: Class 78 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536608.000000 Penalty: 272517.312500
Iteration 176Q: 79 clusters Score -1.545366e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 6 contains 10716 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235352 members 
Mstep: Class 12 contains 10613 members 
Mstep: Class 13 contains 5914 members 
Mstep: Class 14 contains 75885 members 
Mstep: Class 15 contains 8519 members 
Mstep: Class 16 contains 6177 members 
Mstep: Class 17 contains 136339 members 
Mstep: Class 18 contains 13112 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 9246 members 
Mstep: Class 21 contains 4035 members 
Mstep: Class 22 contains 6343 members 
Mstep: Class 23 contains 1052 members 
Mstep: Class 24 contains 16333 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17433 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94185 members 
Mstep: Class 30 contains 4624 members 
Mstep: Class 31 contains 41800 members 
Mstep: Class 32 contains 4954 members 
Mstep: Class 33 contains 16241 members 
Mstep: Class 34 contains 15574 members 
Mstep: Class 35 contains 96543 members 
Mstep: Class 36 contains 32314 members 
Mstep: Class 37 contains 7080 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2427 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1958 members 
Mstep: Class 44 contains 3851 members 
Mstep: Class 45 contains 5116 members 
Mstep: Class 46 contains 4033 members 
Mstep: Class 47 contains 12794 members 
Mstep: Class 48 contains 6713 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9115 members 
Mstep: Class 53 contains 957 members 
Mstep: Class 54 contains 2553 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16562 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15957 members 
Mstep: Class 61 contains 29023 members 
Mstep: Class 62 contains 32598 members 
Mstep: Class 63 contains 92141 members 
Mstep: Class 64 contains 3693 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4089 members 
Mstep: Class 68 contains 19170 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1500 members 
Mstep: Class 74 contains 2866 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9962 members 
Mstep: Class 77 contains 11765 members 
Mstep: Class 78 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536672.000000 Penalty: 272517.312500
Iteration 177Q: 79 clusters Score -1.545367e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 6 contains 10717 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235342 members 
Mstep: Class 12 contains 10612 members 
Mstep: Class 13 contains 5917 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8535 members 
Mstep: Class 16 contains 6180 members 
Mstep: Class 17 contains 136331 members 
Mstep: Class 18 contains 13112 members 
Mstep: Class 19 contains 1881 members 
Mstep: Class 20 contains 9246 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 6344 members 
Mstep: Class 23 contains 1052 members 
Mstep: Class 24 contains 16331 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17433 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94185 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41806 members 
Mstep: Class 32 contains 4953 members 
Mstep: Class 33 contains 16250 members 
Mstep: Class 34 contains 15574 members 
Mstep: Class 35 contains 96544 members 
Mstep: Class 36 contains 32314 members 
Mstep: Class 37 contains 7078 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2427 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1958 members 
Mstep: Class 44 contains 3851 members 
Mstep: Class 45 contains 5116 members 
Mstep: Class 46 contains 4036 members 
Mstep: Class 47 contains 12797 members 
Mstep: Class 48 contains 6693 members 
Mstep: Class 49 contains 11088 members 
Mstep: Class 50 contains 2987 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9087 members 
Mstep: Class 53 contains 954 members 
Mstep: Class 54 contains 2554 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16562 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4452 members 
Mstep: Class 60 contains 15963 members 
Mstep: Class 61 contains 29015 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92141 members 
Mstep: Class 64 contains 3693 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4092 members 
Mstep: Class 68 contains 19170 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1500 members 
Mstep: Class 74 contains 2865 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9965 members 
Mstep: Class 77 contains 11789 members 
Mstep: Class 78 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536784.000000 Penalty: 272517.312500
Iteration 178Q: 79 clusters Score -1.545368e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 6 contains 10717 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235337 members 
Mstep: Class 12 contains 10612 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 75886 members 
Mstep: Class 15 contains 8543 members 
Mstep: Class 16 contains 6181 members 
Mstep: Class 17 contains 136327 members 
Mstep: Class 18 contains 13113 members 
Mstep: Class 19 contains 1878 members 
Mstep: Class 20 contains 9246 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 6343 members 
Mstep: Class 23 contains 1052 members 
Mstep: Class 24 contains 16329 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17433 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94185 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41813 members 
Mstep: Class 32 contains 4947 members 
Mstep: Class 33 contains 16258 members 
Mstep: Class 34 contains 15573 members 
Mstep: Class 35 contains 96546 members 
Mstep: Class 36 contains 32315 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2427 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1958 members 
Mstep: Class 44 contains 3851 members 
Mstep: Class 45 contains 5116 members 
Mstep: Class 46 contains 4036 members 
Mstep: Class 47 contains 12796 members 
Mstep: Class 48 contains 6682 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2988 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9055 members 
Mstep: Class 53 contains 953 members 
Mstep: Class 54 contains 2554 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16561 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4452 members 
Mstep: Class 60 contains 15963 members 
Mstep: Class 61 contains 28999 members 
Mstep: Class 62 contains 32609 members 
Mstep: Class 63 contains 92141 members 
Mstep: Class 64 contains 3693 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4097 members 
Mstep: Class 68 contains 19170 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1501 members 
Mstep: Class 74 contains 2865 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9966 members 
Mstep: Class 77 contains 11819 members 
Mstep: Class 78 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536848.000000 Penalty: 272517.312500
Iteration 179Q: 79 clusters Score -1.545368e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 6 contains 10717 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235327 members 
Mstep: Class 12 contains 10612 members 
Mstep: Class 13 contains 5919 members 
Mstep: Class 14 contains 75891 members 
Mstep: Class 15 contains 8549 members 
Mstep: Class 16 contains 6182 members 
Mstep: Class 17 contains 136328 members 
Mstep: Class 18 contains 13114 members 
Mstep: Class 19 contains 1872 members 
Mstep: Class 20 contains 9246 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 6343 members 
Mstep: Class 23 contains 1050 members 
Mstep: Class 24 contains 16329 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17433 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94184 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41816 members 
Mstep: Class 32 contains 4941 members 
Mstep: Class 33 contains 16258 members 
Mstep: Class 34 contains 15570 members 
Mstep: Class 35 contains 96549 members 
Mstep: Class 36 contains 32317 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2427 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1958 members 
Mstep: Class 44 contains 3851 members 
Mstep: Class 45 contains 5116 members 
Mstep: Class 46 contains 4040 members 
Mstep: Class 47 contains 12799 members 
Mstep: Class 48 contains 6676 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2988 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9023 members 
Mstep: Class 53 contains 955 members 
Mstep: Class 54 contains 2553 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16561 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4452 members 
Mstep: Class 60 contains 15965 members 
Mstep: Class 61 contains 28992 members 
Mstep: Class 62 contains 32618 members 
Mstep: Class 63 contains 92141 members 
Mstep: Class 64 contains 3693 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4100 members 
Mstep: Class 68 contains 19170 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1501 members 
Mstep: Class 74 contains 2865 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9966 members 
Mstep: Class 77 contains 11849 members 
Mstep: Class 78 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536800.000000 Penalty: 272517.312500
Iteration 180F: 79 clusters Score -1.545368e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 6 contains 10716 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235321 members 
Mstep: Class 12 contains 10612 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 75888 members 
Mstep: Class 15 contains 8558 members 
Mstep: Class 16 contains 6183 members 
Mstep: Class 17 contains 136325 members 
Mstep: Class 18 contains 13114 members 
Mstep: Class 19 contains 1869 members 
Mstep: Class 20 contains 9246 members 
Mstep: Class 21 contains 4029 members 
Mstep: Class 22 contains 6343 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16328 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17433 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94185 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41816 members 
Mstep: Class 32 contains 4938 members 
Mstep: Class 33 contains 16257 members 
Mstep: Class 34 contains 15570 members 
Mstep: Class 35 contains 96551 members 
Mstep: Class 36 contains 32320 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2427 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1958 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5116 members 
Mstep: Class 46 contains 4043 members 
Mstep: Class 47 contains 12805 members 
Mstep: Class 48 contains 6664 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2988 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 9005 members 
Mstep: Class 53 contains 953 members 
Mstep: Class 54 contains 2554 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16562 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15971 members 
Mstep: Class 61 contains 28990 members 
Mstep: Class 62 contains 32620 members 
Mstep: Class 63 contains 92139 members 
Mstep: Class 64 contains 3694 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4103 members 
Mstep: Class 68 contains 19170 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1501 members 
Mstep: Class 74 contains 2865 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9967 members 
Mstep: Class 77 contains 11866 members 
Mstep: Class 78 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536832.000000 Penalty: 272517.312500
Iteration 181Q: 79 clusters Score -1.545368e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2133 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235316 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8577 members 
Mstep: Class 16 contains 6184 members 
Mstep: Class 17 contains 136324 members 
Mstep: Class 18 contains 13114 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 9246 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 6343 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16328 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17433 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94185 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41815 members 
Mstep: Class 32 contains 4938 members 
Mstep: Class 33 contains 16262 members 
Mstep: Class 34 contains 15571 members 
Mstep: Class 35 contains 96551 members 
Mstep: Class 36 contains 32323 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5116 members 
Mstep: Class 46 contains 4047 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6645 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2988 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8994 members 
Mstep: Class 53 contains 954 members 
Mstep: Class 54 contains 2552 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16562 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15973 members 
Mstep: Class 61 contains 28988 members 
Mstep: Class 62 contains 32617 members 
Mstep: Class 63 contains 92143 members 
Mstep: Class 64 contains 3697 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4104 members 
Mstep: Class 68 contains 19170 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1501 members 
Mstep: Class 74 contains 2866 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9968 members 
Mstep: Class 77 contains 11880 members 
Mstep: Class 78 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536768.000000 Penalty: 272517.312500
Iteration 182Q: 79 clusters Score -1.545368e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235315 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 5921 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8587 members 
Mstep: Class 16 contains 6184 members 
Mstep: Class 17 contains 136323 members 
Mstep: Class 18 contains 13114 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 9246 members 
Mstep: Class 21 contains 4023 members 
Mstep: Class 22 contains 6341 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16328 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17432 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94183 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41819 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 16267 members 
Mstep: Class 34 contains 15569 members 
Mstep: Class 35 contains 96552 members 
Mstep: Class 36 contains 32323 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4050 members 
Mstep: Class 47 contains 12801 members 
Mstep: Class 48 contains 6634 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2988 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8982 members 
Mstep: Class 53 contains 953 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16562 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15975 members 
Mstep: Class 61 contains 28981 members 
Mstep: Class 62 contains 32616 members 
Mstep: Class 63 contains 92140 members 
Mstep: Class 64 contains 3698 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4107 members 
Mstep: Class 68 contains 19170 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9973 members 
Mstep: Class 77 contains 11896 members 
Mstep: Class 78 contains 941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536896.000000 Penalty: 272517.312500
Iteration 183Q: 79 clusters Score -1.545369e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235313 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 5922 members 
Mstep: Class 14 contains 75885 members 
Mstep: Class 15 contains 8595 members 
Mstep: Class 16 contains 6184 members 
Mstep: Class 17 contains 136326 members 
Mstep: Class 18 contains 13113 members 
Mstep: Class 19 contains 1860 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6339 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16326 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17431 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94185 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41824 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 16268 members 
Mstep: Class 34 contains 15566 members 
Mstep: Class 35 contains 96551 members 
Mstep: Class 36 contains 32325 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12802 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2988 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8967 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2548 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16562 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15978 members 
Mstep: Class 61 contains 28975 members 
Mstep: Class 62 contains 32615 members 
Mstep: Class 63 contains 92139 members 
Mstep: Class 64 contains 3697 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4110 members 
Mstep: Class 68 contains 19170 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9977 members 
Mstep: Class 77 contains 11911 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536992.000000 Penalty: 272517.312500
Iteration 184Q: 79 clusters Score -1.54537e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235314 members 
Mstep: Class 12 contains 10610 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75885 members 
Mstep: Class 15 contains 8600 members 
Mstep: Class 16 contains 6185 members 
Mstep: Class 17 contains 136327 members 
Mstep: Class 18 contains 13115 members 
Mstep: Class 19 contains 1861 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6339 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16326 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17430 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94190 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41831 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 16262 members 
Mstep: Class 34 contains 15564 members 
Mstep: Class 35 contains 96553 members 
Mstep: Class 36 contains 32324 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12795 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2988 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8956 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16562 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15978 members 
Mstep: Class 61 contains 28974 members 
Mstep: Class 62 contains 32616 members 
Mstep: Class 63 contains 92135 members 
Mstep: Class 64 contains 3696 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4110 members 
Mstep: Class 68 contains 19171 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9976 members 
Mstep: Class 77 contains 11923 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536848.000000 Penalty: 272517.312500
Iteration 185Q: 79 clusters Score -1.545368e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235314 members 
Mstep: Class 12 contains 10609 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75883 members 
Mstep: Class 15 contains 8601 members 
Mstep: Class 16 contains 6186 members 
Mstep: Class 17 contains 136327 members 
Mstep: Class 18 contains 13117 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6340 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16325 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17429 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94191 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41834 members 
Mstep: Class 32 contains 4939 members 
Mstep: Class 33 contains 16261 members 
Mstep: Class 34 contains 15565 members 
Mstep: Class 35 contains 96557 members 
Mstep: Class 36 contains 32327 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12794 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2988 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8948 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16561 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15978 members 
Mstep: Class 61 contains 28970 members 
Mstep: Class 62 contains 32613 members 
Mstep: Class 63 contains 92134 members 
Mstep: Class 64 contains 3697 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4110 members 
Mstep: Class 68 contains 19172 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9979 members 
Mstep: Class 77 contains 11930 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536880.000000 Penalty: 272517.312500
Iteration 186Q: 79 clusters Score -1.545369e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235316 members 
Mstep: Class 12 contains 10609 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75884 members 
Mstep: Class 15 contains 8601 members 
Mstep: Class 16 contains 6186 members 
Mstep: Class 17 contains 136326 members 
Mstep: Class 18 contains 13120 members 
Mstep: Class 19 contains 1853 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6340 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17429 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94192 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41838 members 
Mstep: Class 32 contains 4938 members 
Mstep: Class 33 contains 16261 members 
Mstep: Class 34 contains 15564 members 
Mstep: Class 35 contains 96559 members 
Mstep: Class 36 contains 32329 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12796 members 
Mstep: Class 48 contains 6619 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8939 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15980 members 
Mstep: Class 61 contains 28968 members 
Mstep: Class 62 contains 32609 members 
Mstep: Class 63 contains 92134 members 
Mstep: Class 64 contains 3698 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4109 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9982 members 
Mstep: Class 77 contains 11936 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536976.000000 Penalty: 272517.312500
Iteration 187Q: 79 clusters Score -1.54537e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235314 members 
Mstep: Class 12 contains 10609 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6186 members 
Mstep: Class 17 contains 136325 members 
Mstep: Class 18 contains 13121 members 
Mstep: Class 19 contains 1849 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6340 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17429 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94195 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41839 members 
Mstep: Class 32 contains 4938 members 
Mstep: Class 33 contains 16263 members 
Mstep: Class 34 contains 15564 members 
Mstep: Class 35 contains 96557 members 
Mstep: Class 36 contains 32331 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12797 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8930 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15987 members 
Mstep: Class 61 contains 28963 members 
Mstep: Class 62 contains 32613 members 
Mstep: Class 63 contains 92134 members 
Mstep: Class 64 contains 3699 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4109 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9983 members 
Mstep: Class 77 contains 11943 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537024.000000 Penalty: 272517.312500
Iteration 188Q: 79 clusters Score -1.54537e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235312 members 
Mstep: Class 12 contains 10609 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75878 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6186 members 
Mstep: Class 17 contains 136324 members 
Mstep: Class 18 contains 13123 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6340 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17429 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94199 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41837 members 
Mstep: Class 32 contains 4937 members 
Mstep: Class 33 contains 16261 members 
Mstep: Class 34 contains 15564 members 
Mstep: Class 35 contains 96559 members 
Mstep: Class 36 contains 32332 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12799 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8923 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16561 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15991 members 
Mstep: Class 61 contains 28964 members 
Mstep: Class 62 contains 32610 members 
Mstep: Class 63 contains 92133 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4110 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9985 members 
Mstep: Class 77 contains 11949 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537072.000000 Penalty: 272517.312500
Iteration 189Q: 79 clusters Score -1.545371e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235312 members 
Mstep: Class 12 contains 10609 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75879 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6186 members 
Mstep: Class 17 contains 136324 members 
Mstep: Class 18 contains 13124 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6340 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17428 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94203 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41838 members 
Mstep: Class 32 contains 4937 members 
Mstep: Class 33 contains 16260 members 
Mstep: Class 34 contains 15562 members 
Mstep: Class 35 contains 96562 members 
Mstep: Class 36 contains 32331 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12801 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8914 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 15994 members 
Mstep: Class 61 contains 28961 members 
Mstep: Class 62 contains 32602 members 
Mstep: Class 63 contains 92132 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9991 members 
Mstep: Class 77 contains 11956 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537024.000000 Penalty: 272517.312500
Iteration 190Q: 79 clusters Score -1.54537e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235310 members 
Mstep: Class 12 contains 10609 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75875 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6186 members 
Mstep: Class 17 contains 136324 members 
Mstep: Class 18 contains 13126 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6340 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17428 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94205 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41841 members 
Mstep: Class 32 contains 4936 members 
Mstep: Class 33 contains 16262 members 
Mstep: Class 34 contains 15562 members 
Mstep: Class 35 contains 96561 members 
Mstep: Class 36 contains 32332 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12805 members 
Mstep: Class 48 contains 6621 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8907 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16001 members 
Mstep: Class 61 contains 28958 members 
Mstep: Class 62 contains 32593 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4112 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 9994 members 
Mstep: Class 77 contains 11960 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537040.000000 Penalty: 272517.312500
Iteration 191Q: 79 clusters Score -1.54537e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235307 members 
Mstep: Class 12 contains 10609 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75877 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6186 members 
Mstep: Class 17 contains 136323 members 
Mstep: Class 18 contains 13130 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6341 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17428 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94206 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41845 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16263 members 
Mstep: Class 34 contains 15561 members 
Mstep: Class 35 contains 96559 members 
Mstep: Class 36 contains 32333 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12805 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8900 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16006 members 
Mstep: Class 61 contains 28952 members 
Mstep: Class 62 contains 32587 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4112 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10000 members 
Mstep: Class 77 contains 11965 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537040.000000 Penalty: 272517.312500
Iteration 192Q: 79 clusters Score -1.54537e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235309 members 
Mstep: Class 12 contains 10608 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75879 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6186 members 
Mstep: Class 17 contains 136323 members 
Mstep: Class 18 contains 13133 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94206 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41845 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16264 members 
Mstep: Class 34 contains 15559 members 
Mstep: Class 35 contains 96558 members 
Mstep: Class 36 contains 32334 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6623 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8896 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16009 members 
Mstep: Class 61 contains 28947 members 
Mstep: Class 62 contains 32582 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4112 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10007 members 
Mstep: Class 77 contains 11968 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537056.000000 Penalty: 272517.312500
Iteration 193Q: 79 clusters Score -1.545371e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235309 members 
Mstep: Class 12 contains 10607 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75884 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6186 members 
Mstep: Class 17 contains 136322 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94206 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41846 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16265 members 
Mstep: Class 34 contains 15557 members 
Mstep: Class 35 contains 96554 members 
Mstep: Class 36 contains 32334 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12805 members 
Mstep: Class 48 contains 6623 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8895 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16010 members 
Mstep: Class 61 contains 28937 members 
Mstep: Class 62 contains 32581 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10014 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537152.000000 Penalty: 272517.312500
Iteration 194Q: 79 clusters Score -1.545372e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235311 members 
Mstep: Class 12 contains 10607 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75884 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6186 members 
Mstep: Class 17 contains 136322 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94206 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41847 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16265 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96552 members 
Mstep: Class 36 contains 32334 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12806 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16010 members 
Mstep: Class 61 contains 28934 members 
Mstep: Class 62 contains 32578 members 
Mstep: Class 63 contains 92130 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10019 members 
Mstep: Class 77 contains 11970 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537088.000000 Penalty: 272517.312500
Iteration 195Q: 79 clusters Score -1.545371e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235312 members 
Mstep: Class 12 contains 10607 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75885 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 6186 members 
Mstep: Class 17 contains 136323 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94208 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41846 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16265 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96548 members 
Mstep: Class 36 contains 32334 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12803 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8900 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16013 members 
Mstep: Class 61 contains 28929 members 
Mstep: Class 62 contains 32574 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10026 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537024.000000 Penalty: 272517.312500
Iteration 196Q: 79 clusters Score -1.54537e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235314 members 
Mstep: Class 12 contains 10607 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75887 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136322 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94208 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41846 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16268 members 
Mstep: Class 34 contains 15558 members 
Mstep: Class 35 contains 96545 members 
Mstep: Class 36 contains 32334 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12801 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16558 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16015 members 
Mstep: Class 61 contains 28922 members 
Mstep: Class 62 contains 32571 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10031 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537040.000000 Penalty: 272517.312500
Iteration 197Q: 79 clusters Score -1.54537e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235317 members 
Mstep: Class 12 contains 10607 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75888 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136322 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94210 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41847 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16269 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96540 members 
Mstep: Class 36 contains 32334 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12801 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16558 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16016 members 
Mstep: Class 61 contains 28915 members 
Mstep: Class 62 contains 32572 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10035 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537056.000000 Penalty: 272517.312500
Iteration 198Q: 79 clusters Score -1.545371e+08 nChanged 14
Entering ConstructFrom: 
Score: -154537056.000000 Penalty: 272517.312500
Entering ConstructFrom: 
Trying to split cluster 1 (59584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Entering Unmasked Estep 
Score: -7383671.000000 Penalty: 2726.795166
	Iteration 0F: 2 clusters Score -7383671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -7343724.500000 Penalty: 5453.590332
	Iteration 0F: 3 clusters Score -7343724 nChanged 27555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -7359452.000000 Penalty: 5453.590332
	Iteration 1F: 3 clusters Score -7359452 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -7360376.000000 Penalty: 5453.590332
	Iteration 2Q: 3 clusters Score -7360376 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -7361804.500000 Penalty: 5453.590332
	Iteration 3Q: 3 clusters Score -7361804 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -7363778.000000 Penalty: 5453.590332
	Iteration 4F: 3 clusters Score -7363778 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -7366420.500000 Penalty: 5453.590332
	Iteration 5F: 3 clusters Score -7366420 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -7369229.000000 Penalty: 5453.590332
	Iteration 6F: 3 clusters Score -7369229 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -7371635.000000 Penalty: 5453.590332
	Iteration 7F: 3 clusters Score -7371635 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -7373735.000000 Penalty: 5453.590332
	Iteration 8F: 3 clusters Score -7373735 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -7375233.500000 Penalty: 5453.590332
	Iteration 9Q: 3 clusters Score -7375234 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -7376403.000000 Penalty: 5453.590332
	Iteration 10Q: 3 clusters Score -7376403 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -7377083.500000 Penalty: 5453.590332
	Iteration 11Q: 3 clusters Score -7377084 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -7377572.000000 Penalty: 5453.590332
	Iteration 12Q: 3 clusters Score -7377572 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -7377953.000000 Penalty: 5453.590332
	Iteration 13Q: 3 clusters Score -7377953 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -7378186.000000 Penalty: 5453.590332
	Iteration 14Q: 3 clusters Score -7378186 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -7378405.500000 Penalty: 5453.590332
	Iteration 15Q: 3 clusters Score -7378406 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -7378537.500000 Penalty: 5453.590332
	Iteration 16Q: 3 clusters Score -7378538 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -7378700.500000 Penalty: 5453.590332
	Iteration 17Q: 3 clusters Score -7378700 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -7378884.000000 Penalty: 5453.590332
	Iteration 18Q: 3 clusters Score -7378884 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -7379096.500000 Penalty: 5453.590332
	Iteration 19Q: 3 clusters Score -7379096 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -7379248.500000 Penalty: 5453.590332
	Iteration 20F: 3 clusters Score -7379248 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -7379384.000000 Penalty: 5453.590332
	Iteration 21Q: 3 clusters Score -7379384 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -7379531.000000 Penalty: 5453.590332
	Iteration 22Q: 3 clusters Score -7379531 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -7379668.500000 Penalty: 5453.590332
	Iteration 23Q: 3 clusters Score -7379668 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -7379778.500000 Penalty: 5453.590332
	Iteration 24Q: 3 clusters Score -7379778 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -7379924.000000 Penalty: 5453.590332
	Iteration 25Q: 3 clusters Score -7379924 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -7380083.500000 Penalty: 5453.590332
	Iteration 26Q: 3 clusters Score -7380084 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -7380262.500000 Penalty: 5453.590332
	Iteration 27Q: 3 clusters Score -7380262 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -7380434.500000 Penalty: 5453.590332
	Iteration 28Q: 3 clusters Score -7380434 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -7380631.500000 Penalty: 5453.590332
	Iteration 29Q: 3 clusters Score -7380632 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -7380851.500000 Penalty: 5453.590332
	Iteration 30Q: 3 clusters Score -7380852 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -7381122.000000 Penalty: 5453.590332
	Iteration 31Q: 3 clusters Score -7381122 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -7381389.500000 Penalty: 5453.590332
	Iteration 32Q: 3 clusters Score -7381390 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -7381788.500000 Penalty: 5453.590332
	Iteration 33Q: 3 clusters Score -7381788 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -7382246.000000 Penalty: 5453.590332
	Iteration 34Q: 3 clusters Score -7382246 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -7382778.500000 Penalty: 5453.590332
	Iteration 35Q: 3 clusters Score -7382778 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -7383417.000000 Penalty: 5453.590332
	Iteration 36Q: 3 clusters Score -7383417 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -7384004.000000 Penalty: 5453.590332
	Iteration 37Q: 3 clusters Score -7384004 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -7384562.000000 Penalty: 5453.590332
	Iteration 38Q: 3 clusters Score -7384562 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -7384976.500000 Penalty: 5453.590332
	Iteration 39Q: 3 clusters Score -7384976 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -7385391.000000 Penalty: 5453.590332
	Iteration 40F: 3 clusters Score -7385391 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -7385643.000000 Penalty: 5453.590332
	Iteration 41Q: 3 clusters Score -7385643 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -7385791.500000 Penalty: 5453.590332
	Iteration 42Q: 3 clusters Score -7385792 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -7385890.000000 Penalty: 5453.590332
	Iteration 43Q: 3 clusters Score -7385890 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -7385906.000000 Penalty: 5453.590332
	Iteration 44Q: 3 clusters Score -7385906 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -7385952.000000 Penalty: 5453.590332
	Iteration 45Q: 3 clusters Score -7385952 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -7385967.500000 Penalty: 5453.590332
	Iteration 46Q: 3 clusters Score -7385968 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -7385961.000000 Penalty: 5453.590332
	Iteration 47Q: 3 clusters Score -7385961 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -7385982.500000 Penalty: 5453.590332
	Iteration 48Q: 3 clusters Score -7385982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -7385983.500000 Penalty: 5453.590332
	Iteration 49Q: 3 clusters Score -7385984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -7385985.500000 Penalty: 5453.590332
	Iteration 50Q: 3 clusters Score -7385986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -7385980.000000 Penalty: 5453.590332
	Iteration 51Q: 3 clusters Score -7385980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -7385980.500000 Penalty: 5453.590332
	Iteration 52Q: 3 clusters Score -7385980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -7385979.500000 Penalty: 5453.590332
	Iteration 53Q: 3 clusters Score -7385980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -7385991.500000 Penalty: 5453.590332
	Iteration 54Q: 3 clusters Score -7385992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -7385978.500000 Penalty: 5453.590332
	Iteration 55Q: 3 clusters Score -7385978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -7385977.000000 Penalty: 5453.590332
	Iteration 56Q: 3 clusters Score -7385977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -7385996.500000 Penalty: 5453.590332
	Iteration 57Q: 3 clusters Score -7385996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -7386002.000000 Penalty: 5453.590332
	Iteration 58Q: 3 clusters Score -7386002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -7386004.000000 Penalty: 5453.590332
	Iteration 59Q: 3 clusters Score -7386004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -7386001.500000 Penalty: 5453.590332
	Iteration 60F: 3 clusters Score -7386002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -7385992.000000 Penalty: 5453.590332
	Iteration 61Q: 3 clusters Score -7385992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -7385991.500000 Penalty: 5453.590332
	Iteration 62Q: 3 clusters Score -7385992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -7385991.500000 Penalty: 5453.590332
	Iteration 63Q: 3 clusters Score -7385992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -7385991.000000 Penalty: 5453.590332
	Iteration 64Q: 3 clusters Score -7385991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -7385991.000000 Penalty: 5453.590332
	Iteration 65Q: 3 clusters Score -7385991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -7385991.500000 Penalty: 5453.590332
	Iteration 66Q: 3 clusters Score -7385992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -7385990.500000 Penalty: 5453.590332
	Iteration 67Q: 3 clusters Score -7385990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -7385992.000000 Penalty: 5453.590332
	Iteration 68Q: 3 clusters Score -7385992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -7385992.000000 Penalty: 5453.590332
	Iteration 69F: 3 clusters Score -7385992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 603 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235318 members 
Mstep: Class 12 contains 10607 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75890 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136322 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94209 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41847 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16268 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96536 members 
Mstep: Class 36 contains 32335 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12801 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16558 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16019 members 
Mstep: Class 61 contains 28912 members 
Mstep: Class 62 contains 32569 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10040 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 21156 members 
Entering Unmasked Estep 
Score: -154539152.000000 Penalty: 276011.125000
Splitting cluster 1 changes total score from -154537056.000000 to -154539152.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 2 (7152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Entering Unmasked Estep 
Score: -1141348.500000 Penalty: 2201.036377
	Iteration 0F: 2 clusters Score -1141348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1135585.500000 Penalty: 4402.072754
	Iteration 0F: 3 clusters Score -1135586 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1137418.250000 Penalty: 4402.072754
	Iteration 1F: 3 clusters Score -1137418 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1137885.375000 Penalty: 4402.072754
	Iteration 2F: 3 clusters Score -1137885 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1138217.500000 Penalty: 4402.072754
	Iteration 3F: 3 clusters Score -1138218 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1138469.125000 Penalty: 4402.072754
	Iteration 4F: 3 clusters Score -1138469 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1138713.250000 Penalty: 4402.072754
	Iteration 5Q: 3 clusters Score -1138713 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1138920.625000 Penalty: 4402.072754
	Iteration 6Q: 3 clusters Score -1138921 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1139135.875000 Penalty: 4402.072754
	Iteration 7Q: 3 clusters Score -1139136 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1139316.500000 Penalty: 4402.072754
	Iteration 8Q: 3 clusters Score -1139316 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1139460.250000 Penalty: 4402.072754
	Iteration 9Q: 3 clusters Score -1139460 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1139570.250000 Penalty: 4402.072754
	Iteration 10Q: 3 clusters Score -1139570 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1139660.000000 Penalty: 4402.072754
	Iteration 11Q: 3 clusters Score -1139660 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1139736.750000 Penalty: 4402.072754
	Iteration 12Q: 3 clusters Score -1139737 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1139811.375000 Penalty: 4402.072754
	Iteration 13Q: 3 clusters Score -1139811 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1139877.125000 Penalty: 4402.072754
	Iteration 14Q: 3 clusters Score -1139877 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1139925.375000 Penalty: 4402.072754
	Iteration 15Q: 3 clusters Score -1139925 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1139978.750000 Penalty: 4402.072754
	Iteration 16Q: 3 clusters Score -1139979 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1140044.375000 Penalty: 4402.072754
	Iteration 17Q: 3 clusters Score -1140044 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1140111.000000 Penalty: 4402.072754
	Iteration 18Q: 3 clusters Score -1140111 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1140185.500000 Penalty: 4402.072754
	Iteration 19Q: 3 clusters Score -1140186 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1140246.250000 Penalty: 4402.072754
	Iteration 20F: 3 clusters Score -1140246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1140278.875000 Penalty: 4402.072754
	Iteration 21Q: 3 clusters Score -1140279 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1140304.875000 Penalty: 4402.072754
	Iteration 22Q: 3 clusters Score -1140305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1140326.125000 Penalty: 4402.072754
	Iteration 23Q: 3 clusters Score -1140326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1140345.625000 Penalty: 4402.072754
	Iteration 24Q: 3 clusters Score -1140346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1140357.500000 Penalty: 4402.072754
	Iteration 25Q: 3 clusters Score -1140358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1140370.375000 Penalty: 4402.072754
	Iteration 26Q: 3 clusters Score -1140370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1140382.000000 Penalty: 4402.072754
	Iteration 27Q: 3 clusters Score -1140382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1140390.750000 Penalty: 4402.072754
	Iteration 28Q: 3 clusters Score -1140391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1140404.125000 Penalty: 4402.072754
	Iteration 29Q: 3 clusters Score -1140404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1140417.500000 Penalty: 4402.072754
	Iteration 30Q: 3 clusters Score -1140418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1140425.125000 Penalty: 4402.072754
	Iteration 31Q: 3 clusters Score -1140425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1140430.375000 Penalty: 4402.072754
	Iteration 32Q: 3 clusters Score -1140430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1140434.125000 Penalty: 4402.072754
	Iteration 33Q: 3 clusters Score -1140434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1140437.375000 Penalty: 4402.072754
	Iteration 34Q: 3 clusters Score -1140437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1140441.750000 Penalty: 4402.072754
	Iteration 35Q: 3 clusters Score -1140442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1140448.625000 Penalty: 4402.072754
	Iteration 36Q: 3 clusters Score -1140449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1140455.625000 Penalty: 4402.072754
	Iteration 37Q: 3 clusters Score -1140456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1140461.375000 Penalty: 4402.072754
	Iteration 38Q: 3 clusters Score -1140461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1140460.750000 Penalty: 4402.072754
	Iteration 39Q: 3 clusters Score -1140461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1140463.500000 Penalty: 4402.072754
	Iteration 40F: 3 clusters Score -1140464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1140470.875000 Penalty: 4402.072754
	Iteration 41Q: 3 clusters Score -1140471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1140473.875000 Penalty: 4402.072754
	Iteration 42Q: 3 clusters Score -1140474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1140476.750000 Penalty: 4402.072754
	Iteration 43Q: 3 clusters Score -1140477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1140479.625000 Penalty: 4402.072754
	Iteration 44Q: 3 clusters Score -1140480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1140479.000000 Penalty: 4402.072754
	Iteration 45Q: 3 clusters Score -1140479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1140482.250000 Penalty: 4402.072754
	Iteration 46Q: 3 clusters Score -1140482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1140483.750000 Penalty: 4402.072754
	Iteration 47Q: 3 clusters Score -1140484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1140483.750000 Penalty: 4402.072754
	Iteration 48Q: 3 clusters Score -1140484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1140487.375000 Penalty: 4402.072754
	Iteration 49Q: 3 clusters Score -1140487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1140487.750000 Penalty: 4402.072754
	Iteration 50Q: 3 clusters Score -1140488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1140488.250000 Penalty: 4402.072754
	Iteration 51Q: 3 clusters Score -1140488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1140489.125000 Penalty: 4402.072754
	Iteration 52Q: 3 clusters Score -1140489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1140487.125000 Penalty: 4402.072754
	Iteration 53Q: 3 clusters Score -1140487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1140487.125000 Penalty: 4402.072754
	Iteration 54Q: 3 clusters Score -1140487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1140487.125000 Penalty: 4402.072754
	Iteration 55Q: 3 clusters Score -1140487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1140489.875000 Penalty: 4402.072754
	Iteration 56Q: 3 clusters Score -1140490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1140489.875000 Penalty: 4402.072754
	Iteration 57F: 3 clusters Score -1140490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Entering Unmasked Estep 
Score: -1374278.125000 Penalty: 2317.267822
	Iteration 0F: 2 clusters Score -1374278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1365726.125000 Penalty: 4634.535645
	Iteration 0F: 3 clusters Score -1365726 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1368238.875000 Penalty: 4634.535645
	Iteration 1F: 3 clusters Score -1368239 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1368696.250000 Penalty: 4634.535645
	Iteration 2F: 3 clusters Score -1368696 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1369190.375000 Penalty: 4634.535645
	Iteration 3F: 3 clusters Score -1369190 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1369910.250000 Penalty: 4634.535645
	Iteration 4F: 3 clusters Score -1369910 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1370794.750000 Penalty: 4634.535645
	Iteration 5F: 3 clusters Score -1370795 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1371601.625000 Penalty: 4634.535645
	Iteration 6F: 3 clusters Score -1371602 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1372128.125000 Penalty: 4634.535645
	Iteration 7F: 3 clusters Score -1372128 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1372403.875000 Penalty: 4634.535645
	Iteration 8Q: 3 clusters Score -1372404 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1372538.500000 Penalty: 4634.535645
	Iteration 9Q: 3 clusters Score -1372538 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1372622.750000 Penalty: 4634.535645
	Iteration 10Q: 3 clusters Score -1372623 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1372685.500000 Penalty: 4634.535645
	Iteration 11Q: 3 clusters Score -1372686 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1372732.125000 Penalty: 4634.535645
	Iteration 12Q: 3 clusters Score -1372732 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1372783.625000 Penalty: 4634.535645
	Iteration 13Q: 3 clusters Score -1372784 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1372840.000000 Penalty: 4634.535645
	Iteration 14Q: 3 clusters Score -1372840 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1372924.000000 Penalty: 4634.535645
	Iteration 15Q: 3 clusters Score -1372924 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1373025.125000 Penalty: 4634.535645
	Iteration 16Q: 3 clusters Score -1373025 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1373143.875000 Penalty: 4634.535645
	Iteration 17Q: 3 clusters Score -1373144 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1373268.375000 Penalty: 4634.535645
	Iteration 18Q: 3 clusters Score -1373268 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1373386.750000 Penalty: 4634.535645
	Iteration 19Q: 3 clusters Score -1373387 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1373479.125000 Penalty: 4634.535645
	Iteration 20F: 3 clusters Score -1373479 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1373556.500000 Penalty: 4634.535645
	Iteration 21Q: 3 clusters Score -1373556 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1373613.375000 Penalty: 4634.535645
	Iteration 22Q: 3 clusters Score -1373613 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1373649.375000 Penalty: 4634.535645
	Iteration 23Q: 3 clusters Score -1373649 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1373673.250000 Penalty: 4634.535645
	Iteration 24Q: 3 clusters Score -1373673 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1373692.500000 Penalty: 4634.535645
	Iteration 25Q: 3 clusters Score -1373692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1373711.500000 Penalty: 4634.535645
	Iteration 26Q: 3 clusters Score -1373712 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1373732.250000 Penalty: 4634.535645
	Iteration 27Q: 3 clusters Score -1373732 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1373748.875000 Penalty: 4634.535645
	Iteration 28Q: 3 clusters Score -1373749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1373755.875000 Penalty: 4634.535645
	Iteration 29Q: 3 clusters Score -1373756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1373763.000000 Penalty: 4634.535645
	Iteration 30Q: 3 clusters Score -1373763 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1373771.875000 Penalty: 4634.535645
	Iteration 31Q: 3 clusters Score -1373772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1373777.500000 Penalty: 4634.535645
	Iteration 32Q: 3 clusters Score -1373778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1373785.875000 Penalty: 4634.535645
	Iteration 33Q: 3 clusters Score -1373786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1373792.000000 Penalty: 4634.535645
	Iteration 34Q: 3 clusters Score -1373792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1373797.875000 Penalty: 4634.535645
	Iteration 35Q: 3 clusters Score -1373798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1373803.875000 Penalty: 4634.535645
	Iteration 36Q: 3 clusters Score -1373804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1373806.125000 Penalty: 4634.535645
	Iteration 37Q: 3 clusters Score -1373806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1373808.625000 Penalty: 4634.535645
	Iteration 38Q: 3 clusters Score -1373809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1373812.875000 Penalty: 4634.535645
	Iteration 39Q: 3 clusters Score -1373813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1373813.875000 Penalty: 4634.535645
	Iteration 40F: 3 clusters Score -1373814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1373817.250000 Penalty: 4634.535645
	Iteration 41Q: 3 clusters Score -1373817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1373816.875000 Penalty: 4634.535645
	Iteration 42Q: 3 clusters Score -1373817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1373818.750000 Penalty: 4634.535645
	Iteration 43Q: 3 clusters Score -1373819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1373819.625000 Penalty: 4634.535645
	Iteration 44Q: 3 clusters Score -1373820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1373820.500000 Penalty: 4634.535645
	Iteration 45Q: 3 clusters Score -1373820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1373817.750000 Penalty: 4634.535645
	Iteration 46Q: 3 clusters Score -1373818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1373820.875000 Penalty: 4634.535645
	Iteration 47Q: 3 clusters Score -1373821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1373820.250000 Penalty: 4634.535645
	Iteration 48Q: 3 clusters Score -1373820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1373822.125000 Penalty: 4634.535645
	Iteration 49Q: 3 clusters Score -1373822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1373822.125000 Penalty: 4634.535645
	Iteration 50F: 3 clusters Score -1373822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -47132.109375 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -47132.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46004.945312 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -46004.95 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46606.023438 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -46606.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46743.699219 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -46743.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46778.003906 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -46778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46790.117188 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -46790.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46808.046875 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -46808.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46814.640625 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -46814.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46817.597656 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -46817.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46817.597656 Penalty: 2992.410889
	Iteration 8F: 3 clusters Score -46817.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -245889.640625 Penalty: 1900.641602
	Iteration 0F: 2 clusters Score -245889.6 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 1036 members 
Entering Unmasked Estep 
Score: -243269.609375 Penalty: 3801.283203
	Iteration 0F: 3 clusters Score -243269.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -244033.140625 Penalty: 3801.283203
	Iteration 1F: 3 clusters Score -244033.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -244322.578125 Penalty: 3801.283203
	Iteration 2F: 3 clusters Score -244322.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -244450.140625 Penalty: 3801.283203
	Iteration 3F: 3 clusters Score -244450.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -244565.671875 Penalty: 3801.283203
	Iteration 4Q: 3 clusters Score -244565.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -244653.046875 Penalty: 3801.283203
	Iteration 5Q: 3 clusters Score -244653 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -244763.218750 Penalty: 3801.283203
	Iteration 6Q: 3 clusters Score -244763.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -244896.828125 Penalty: 3801.283203
	Iteration 7Q: 3 clusters Score -244896.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -245052.453125 Penalty: 3801.283203
	Iteration 8Q: 3 clusters Score -245052.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -245191.171875 Penalty: 3801.283203
	Iteration 9Q: 3 clusters Score -245191.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -245283.218750 Penalty: 3801.283203
	Iteration 10Q: 3 clusters Score -245283.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -245333.390625 Penalty: 3801.283203
	Iteration 11Q: 3 clusters Score -245333.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -245380.546875 Penalty: 3801.283203
	Iteration 12Q: 3 clusters Score -245380.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -245404.359375 Penalty: 3801.283203
	Iteration 13Q: 3 clusters Score -245404.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -245416.296875 Penalty: 3801.283203
	Iteration 14Q: 3 clusters Score -245416.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -245423.359375 Penalty: 3801.283203
	Iteration 15Q: 3 clusters Score -245423.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -245431.312500 Penalty: 3801.283203
	Iteration 16Q: 3 clusters Score -245431.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -245437.796875 Penalty: 3801.283203
	Iteration 17Q: 3 clusters Score -245437.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -245445.890625 Penalty: 3801.283203
	Iteration 18Q: 3 clusters Score -245445.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -245456.406250 Penalty: 3801.283203
	Iteration 19Q: 3 clusters Score -245456.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -245464.656250 Penalty: 3801.283203
	Iteration 20F: 3 clusters Score -245464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -245468.296875 Penalty: 3801.283203
	Iteration 21Q: 3 clusters Score -245468.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -245470.625000 Penalty: 3801.283203
	Iteration 22Q: 3 clusters Score -245470.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -245473.156250 Penalty: 3801.283203
	Iteration 23Q: 3 clusters Score -245473.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -245474.875000 Penalty: 3801.283203
	Iteration 24Q: 3 clusters Score -245474.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -245477.609375 Penalty: 3801.283203
	Iteration 25Q: 3 clusters Score -245477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -245480.328125 Penalty: 3801.283203
	Iteration 26Q: 3 clusters Score -245480.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -245481.140625 Penalty: 3801.283203
	Iteration 27Q: 3 clusters Score -245481.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -245481.593750 Penalty: 3801.283203
	Iteration 28Q: 3 clusters Score -245481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -245482.359375 Penalty: 3801.283203
	Iteration 29Q: 3 clusters Score -245482.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -245482.343750 Penalty: 3801.283203
	Iteration 30Q: 3 clusters Score -245482.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -245483.046875 Penalty: 3801.283203
	Iteration 31Q: 3 clusters Score -245483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -245485.359375 Penalty: 3801.283203
	Iteration 32Q: 3 clusters Score -245485.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -245485.890625 Penalty: 3801.283203
	Iteration 33Q: 3 clusters Score -245485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -245486.796875 Penalty: 3801.283203
	Iteration 34Q: 3 clusters Score -245486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -245486.796875 Penalty: 3801.283203
	Iteration 35F: 3 clusters Score -245486.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Entering Unmasked Estep 
Score: -1302073.250000 Penalty: 2301.291260
	Iteration 0F: 2 clusters Score -1302073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1293898.875000 Penalty: 4602.582520
	Iteration 0F: 3 clusters Score -1293899 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1296463.875000 Penalty: 4602.582520
	Iteration 1F: 3 clusters Score -1296464 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1296830.750000 Penalty: 4602.582520
	Iteration 2F: 3 clusters Score -1296831 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1297124.125000 Penalty: 4602.582520
	Iteration 3F: 3 clusters Score -1297124 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1297371.375000 Penalty: 4602.582520
	Iteration 4Q: 3 clusters Score -1297371 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1297571.500000 Penalty: 4602.582520
	Iteration 5Q: 3 clusters Score -1297572 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1297746.500000 Penalty: 4602.582520
	Iteration 6Q: 3 clusters Score -1297746 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1297910.625000 Penalty: 4602.582520
	Iteration 7Q: 3 clusters Score -1297911 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1298068.625000 Penalty: 4602.582520
	Iteration 8Q: 3 clusters Score -1298069 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1298204.750000 Penalty: 4602.582520
	Iteration 9Q: 3 clusters Score -1298205 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1298341.375000 Penalty: 4602.582520
	Iteration 10Q: 3 clusters Score -1298341 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1298489.500000 Penalty: 4602.582520
	Iteration 11Q: 3 clusters Score -1298490 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1298619.250000 Penalty: 4602.582520
	Iteration 12Q: 3 clusters Score -1298619 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1298727.500000 Penalty: 4602.582520
	Iteration 13Q: 3 clusters Score -1298728 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1298815.875000 Penalty: 4602.582520
	Iteration 14Q: 3 clusters Score -1298816 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1298894.875000 Penalty: 4602.582520
	Iteration 15Q: 3 clusters Score -1298895 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1298965.750000 Penalty: 4602.582520
	Iteration 16Q: 3 clusters Score -1298966 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1299046.875000 Penalty: 4602.582520
	Iteration 17Q: 3 clusters Score -1299047 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1299124.125000 Penalty: 4602.582520
	Iteration 18Q: 3 clusters Score -1299124 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1299195.750000 Penalty: 4602.582520
	Iteration 19Q: 3 clusters Score -1299196 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1299262.625000 Penalty: 4602.582520
	Iteration 20F: 3 clusters Score -1299263 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1299309.750000 Penalty: 4602.582520
	Iteration 21Q: 3 clusters Score -1299310 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1299348.750000 Penalty: 4602.582520
	Iteration 22Q: 3 clusters Score -1299349 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1299383.125000 Penalty: 4602.582520
	Iteration 23Q: 3 clusters Score -1299383 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1299419.000000 Penalty: 4602.582520
	Iteration 24Q: 3 clusters Score -1299419 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1299443.000000 Penalty: 4602.582520
	Iteration 25Q: 3 clusters Score -1299443 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1299472.125000 Penalty: 4602.582520
	Iteration 26Q: 3 clusters Score -1299472 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1299499.500000 Penalty: 4602.582520
	Iteration 27Q: 3 clusters Score -1299500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1299516.250000 Penalty: 4602.582520
	Iteration 28Q: 3 clusters Score -1299516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1299528.125000 Penalty: 4602.582520
	Iteration 29Q: 3 clusters Score -1299528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1299537.750000 Penalty: 4602.582520
	Iteration 30Q: 3 clusters Score -1299538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1299546.625000 Penalty: 4602.582520
	Iteration 31Q: 3 clusters Score -1299547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1299551.375000 Penalty: 4602.582520
	Iteration 32Q: 3 clusters Score -1299551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1299554.875000 Penalty: 4602.582520
	Iteration 33Q: 3 clusters Score -1299555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1299556.875000 Penalty: 4602.582520
	Iteration 34Q: 3 clusters Score -1299557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1299562.875000 Penalty: 4602.582520
	Iteration 35Q: 3 clusters Score -1299563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1299562.875000 Penalty: 4602.582520
	Iteration 36Q: 3 clusters Score -1299563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1299566.250000 Penalty: 4602.582520
	Iteration 37Q: 3 clusters Score -1299566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1299570.000000 Penalty: 4602.582520
	Iteration 38Q: 3 clusters Score -1299570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1299572.000000 Penalty: 4602.582520
	Iteration 39Q: 3 clusters Score -1299572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1299577.125000 Penalty: 4602.582520
	Iteration 40F: 3 clusters Score -1299577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1299581.875000 Penalty: 4602.582520
	Iteration 41Q: 3 clusters Score -1299582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1299583.750000 Penalty: 4602.582520
	Iteration 42Q: 3 clusters Score -1299584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1299586.250000 Penalty: 4602.582520
	Iteration 43Q: 3 clusters Score -1299586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1299586.375000 Penalty: 4602.582520
	Iteration 44Q: 3 clusters Score -1299586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1299586.250000 Penalty: 4602.582520
	Iteration 45Q: 3 clusters Score -1299586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1299588.000000 Penalty: 4602.582520
	Iteration 46Q: 3 clusters Score -1299588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1299589.250000 Penalty: 4602.582520
	Iteration 47Q: 3 clusters Score -1299589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1299590.375000 Penalty: 4602.582520
	Iteration 48Q: 3 clusters Score -1299590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1299591.875000 Penalty: 4602.582520
	Iteration 49Q: 3 clusters Score -1299592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1299591.500000 Penalty: 4602.582520
	Iteration 50Q: 3 clusters Score -1299592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1299589.750000 Penalty: 4602.582520
	Iteration 51Q: 3 clusters Score -1299590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1299589.125000 Penalty: 4602.582520
	Iteration 52Q: 3 clusters Score -1299589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1299589.750000 Penalty: 4602.582520
	Iteration 53Q: 3 clusters Score -1299590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1299591.000000 Penalty: 4602.582520
	Iteration 54Q: 3 clusters Score -1299591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1299593.000000 Penalty: 4602.582520
	Iteration 55Q: 3 clusters Score -1299593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1299593.500000 Penalty: 4602.582520
	Iteration 56Q: 3 clusters Score -1299594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1299593.750000 Penalty: 4602.582520
	Iteration 57Q: 3 clusters Score -1299594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1299595.375000 Penalty: 4602.582520
	Iteration 58Q: 3 clusters Score -1299595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1299602.250000 Penalty: 4602.582520
	Iteration 59Q: 3 clusters Score -1299602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1299602.875000 Penalty: 4602.582520
	Iteration 60F: 3 clusters Score -1299603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1299603.875000 Penalty: 4602.582520
	Iteration 61Q: 3 clusters Score -1299604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1299608.625000 Penalty: 4602.582520
	Iteration 62Q: 3 clusters Score -1299609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1299609.125000 Penalty: 4602.582520
	Iteration 63Q: 3 clusters Score -1299609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1299612.125000 Penalty: 4602.582520
	Iteration 64Q: 3 clusters Score -1299612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1299612.250000 Penalty: 4602.582520
	Iteration 65Q: 3 clusters Score -1299612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1299612.000000 Penalty: 4602.582520
	Iteration 66Q: 3 clusters Score -1299612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1299613.875000 Penalty: 4602.582520
	Iteration 67Q: 3 clusters Score -1299614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1299613.125000 Penalty: 4602.582520
	Iteration 68Q: 3 clusters Score -1299613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1299614.625000 Penalty: 4602.582520
	Iteration 69Q: 3 clusters Score -1299615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1299616.375000 Penalty: 4602.582520
	Iteration 70Q: 3 clusters Score -1299616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1299616.375000 Penalty: 4602.582520
	Iteration 71F: 3 clusters Score -1299616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -90241.234375 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -90241.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -88638.320312 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -88638.32 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -88879.023438 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -88879.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89049.343750 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -89049.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -89242.421875 Penalty: 3175.350830
	Iteration 3F: 3 clusters Score -89242.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89387.585938 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -89387.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89534.500000 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -89534.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -89714.640625 Penalty: 3175.350830
	Iteration 6Q: 3 clusters Score -89714.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -89876.429688 Penalty: 3175.350830
	Iteration 7Q: 3 clusters Score -89876.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -89977.085938 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -89977.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90049.296875 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -90049.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90093.343750 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -90093.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -90129.289062 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -90129.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90131.898438 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -90131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90136.937500 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -90136.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90147.312500 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -90147.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90149.750000 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -90149.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90151.609375 Penalty: 3175.350830
	Iteration 16F: 3 clusters Score -90151.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90157.265625 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -90157.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90154.007812 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -90154.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90163.945312 Penalty: 3175.350830
	Iteration 19Q: 3 clusters Score -90163.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90172.765625 Penalty: 3175.350830
	Iteration 20F: 3 clusters Score -90172.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90154.437500 Penalty: 3175.350830
	Iteration 21Q: 3 clusters Score -90154.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90176.882812 Penalty: 3175.350830
	Iteration 22Q: 3 clusters Score -90176.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -90185.804688 Penalty: 3175.350830
	Iteration 23Q: 3 clusters Score -90185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -90205.210938 Penalty: 3175.350830
	Iteration 24Q: 3 clusters Score -90205.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90223.960938 Penalty: 3175.350830
	Iteration 25Q: 3 clusters Score -90223.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -90254.648438 Penalty: 3175.350830
	Iteration 26Q: 3 clusters Score -90254.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90286.929688 Penalty: 3175.350830
	Iteration 27Q: 3 clusters Score -90286.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90301.750000 Penalty: 3175.350830
	Iteration 28Q: 3 clusters Score -90301.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90319.828125 Penalty: 3175.350830
	Iteration 29Q: 3 clusters Score -90319.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -90318.929688 Penalty: 3175.350830
	Iteration 30Q: 3 clusters Score -90318.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90322.429688 Penalty: 3175.350830
	Iteration 31Q: 3 clusters Score -90322.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90322.429688 Penalty: 3175.350830
	Iteration 32F: 3 clusters Score -90322.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 331 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235318 members 
Mstep: Class 12 contains 10607 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75890 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136322 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94209 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41847 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16268 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96536 members 
Mstep: Class 36 contains 32335 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12801 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16558 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16019 members 
Mstep: Class 61 contains 28912 members 
Mstep: Class 62 contains 32569 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10040 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 21156 members 
Mstep: Class 80 contains 272 members 
Entering Unmasked Estep 
Score: -154537296.000000 Penalty: 279504.937500
Splitting cluster 7 changes total score from -154537056.000000 to -154537296.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 8 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -263448.031250 Penalty: 1913.682251
	Iteration 0F: 2 clusters Score -263448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -260691.718750 Penalty: 3827.364502
	Iteration 0F: 3 clusters Score -260691.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -261324.781250 Penalty: 3827.364502
	Iteration 1F: 3 clusters Score -261324.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -261612.687500 Penalty: 3827.364502
	Iteration 2F: 3 clusters Score -261612.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -261836.390625 Penalty: 3827.364502
	Iteration 3F: 3 clusters Score -261836.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -262022.375000 Penalty: 3827.364502
	Iteration 4F: 3 clusters Score -262022.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -262162.937500 Penalty: 3827.364502
	Iteration 5F: 3 clusters Score -262162.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -262269.937500 Penalty: 3827.364502
	Iteration 6Q: 3 clusters Score -262269.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -262333.968750 Penalty: 3827.364502
	Iteration 7Q: 3 clusters Score -262334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -262364.156250 Penalty: 3827.364502
	Iteration 8Q: 3 clusters Score -262364.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -262385.187500 Penalty: 3827.364502
	Iteration 9Q: 3 clusters Score -262385.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -262399.093750 Penalty: 3827.364502
	Iteration 10Q: 3 clusters Score -262399.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -262407.781250 Penalty: 3827.364502
	Iteration 11Q: 3 clusters Score -262407.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -262410.750000 Penalty: 3827.364502
	Iteration 12Q: 3 clusters Score -262410.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -262414.656250 Penalty: 3827.364502
	Iteration 13Q: 3 clusters Score -262414.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -262417.093750 Penalty: 3827.364502
	Iteration 14Q: 3 clusters Score -262417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -262417.906250 Penalty: 3827.364502
	Iteration 15Q: 3 clusters Score -262417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -262418.656250 Penalty: 3827.364502
	Iteration 16Q: 3 clusters Score -262418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -262420.187500 Penalty: 3827.364502
	Iteration 17Q: 3 clusters Score -262420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -262422.906250 Penalty: 3827.364502
	Iteration 18Q: 3 clusters Score -262422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -262425.812500 Penalty: 3827.364502
	Iteration 19Q: 3 clusters Score -262425.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -262426.750000 Penalty: 3827.364502
	Iteration 20F: 3 clusters Score -262426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -262428.593750 Penalty: 3827.364502
	Iteration 21Q: 3 clusters Score -262428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -262429.062500 Penalty: 3827.364502
	Iteration 22Q: 3 clusters Score -262429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -262429.437500 Penalty: 3827.364502
	Iteration 23Q: 3 clusters Score -262429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -262430.343750 Penalty: 3827.364502
	Iteration 24Q: 3 clusters Score -262430.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -262430.343750 Penalty: 3827.364502
	Iteration 25F: 3 clusters Score -262430.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Entering Unmasked Estep 
Score: -625617.875000 Penalty: 2127.788330
	Iteration 0F: 2 clusters Score -625617.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -620958.812500 Penalty: 4255.576660
	Iteration 0F: 3 clusters Score -620958.8 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -622266.687500 Penalty: 4255.576660
	Iteration 1F: 3 clusters Score -622266.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -622718.125000 Penalty: 4255.576660
	Iteration 2F: 3 clusters Score -622718.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -623147.312500 Penalty: 4255.576660
	Iteration 3F: 3 clusters Score -623147.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -623510.937500 Penalty: 4255.576660
	Iteration 4F: 3 clusters Score -623510.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -623767.875000 Penalty: 4255.576660
	Iteration 5F: 3 clusters Score -623767.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -623916.812500 Penalty: 4255.576660
	Iteration 6Q: 3 clusters Score -623916.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -624000.937500 Penalty: 4255.576660
	Iteration 7Q: 3 clusters Score -624000.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -624066.687500 Penalty: 4255.576660
	Iteration 8Q: 3 clusters Score -624066.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -624104.937500 Penalty: 4255.576660
	Iteration 9Q: 3 clusters Score -624104.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -624131.875000 Penalty: 4255.576660
	Iteration 10Q: 3 clusters Score -624131.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -624156.125000 Penalty: 4255.576660
	Iteration 11Q: 3 clusters Score -624156.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -624172.250000 Penalty: 4255.576660
	Iteration 12Q: 3 clusters Score -624172.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -624185.500000 Penalty: 4255.576660
	Iteration 13Q: 3 clusters Score -624185.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -624190.937500 Penalty: 4255.576660
	Iteration 14Q: 3 clusters Score -624190.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -624195.500000 Penalty: 4255.576660
	Iteration 15Q: 3 clusters Score -624195.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -624198.062500 Penalty: 4255.576660
	Iteration 16Q: 3 clusters Score -624198.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -624199.312500 Penalty: 4255.576660
	Iteration 17Q: 3 clusters Score -624199.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -624202.000000 Penalty: 4255.576660
	Iteration 18Q: 3 clusters Score -624202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -624203.750000 Penalty: 4255.576660
	Iteration 19Q: 3 clusters Score -624203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -624205.187500 Penalty: 4255.576660
	Iteration 20F: 3 clusters Score -624205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -624206.250000 Penalty: 4255.576660
	Iteration 21Q: 3 clusters Score -624206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -624206.812500 Penalty: 4255.576660
	Iteration 22Q: 3 clusters Score -624206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -624206.125000 Penalty: 4255.576660
	Iteration 23Q: 3 clusters Score -624206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -624208.000000 Penalty: 4255.576660
	Iteration 24Q: 3 clusters Score -624208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -624208.125000 Penalty: 4255.576660
	Iteration 25Q: 3 clusters Score -624208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -624208.562500 Penalty: 4255.576660
	Iteration 26Q: 3 clusters Score -624208.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -624208.562500 Penalty: 4255.576660
	Iteration 27F: 3 clusters Score -624208.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Entering Unmasked Estep 
Score: -384928.750000 Penalty: 2008.990479
	Iteration 0F: 2 clusters Score -384928.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -381459.500000 Penalty: 4017.980957
	Iteration 0F: 3 clusters Score -381459.5 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -382225.156250 Penalty: 4017.980957
	Iteration 1F: 3 clusters Score -382225.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -382453.156250 Penalty: 4017.980957
	Iteration 2F: 3 clusters Score -382453.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -382647.843750 Penalty: 4017.980957
	Iteration 3F: 3 clusters Score -382647.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -382895.781250 Penalty: 4017.980957
	Iteration 4F: 3 clusters Score -382895.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -383136.812500 Penalty: 4017.980957
	Iteration 5F: 3 clusters Score -383136.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -383303.156250 Penalty: 4017.980957
	Iteration 6F: 3 clusters Score -383303.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -383399.218750 Penalty: 4017.980957
	Iteration 7Q: 3 clusters Score -383399.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -383465.750000 Penalty: 4017.980957
	Iteration 8Q: 3 clusters Score -383465.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -383528.656250 Penalty: 4017.980957
	Iteration 9Q: 3 clusters Score -383528.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -383573.312500 Penalty: 4017.980957
	Iteration 10Q: 3 clusters Score -383573.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -383603.812500 Penalty: 4017.980957
	Iteration 11Q: 3 clusters Score -383603.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -383621.218750 Penalty: 4017.980957
	Iteration 12Q: 3 clusters Score -383621.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -383641.750000 Penalty: 4017.980957
	Iteration 13Q: 3 clusters Score -383641.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -383660.031250 Penalty: 4017.980957
	Iteration 14Q: 3 clusters Score -383660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -383675.531250 Penalty: 4017.980957
	Iteration 15Q: 3 clusters Score -383675.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -383685.500000 Penalty: 4017.980957
	Iteration 16Q: 3 clusters Score -383685.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -383694.156250 Penalty: 4017.980957
	Iteration 17Q: 3 clusters Score -383694.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -383699.437500 Penalty: 4017.980957
	Iteration 18Q: 3 clusters Score -383699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -383703.531250 Penalty: 4017.980957
	Iteration 19Q: 3 clusters Score -383703.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -383708.656250 Penalty: 4017.980957
	Iteration 20F: 3 clusters Score -383708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -383709.593750 Penalty: 4017.980957
	Iteration 21Q: 3 clusters Score -383709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -383710.718750 Penalty: 4017.980957
	Iteration 22Q: 3 clusters Score -383710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -383714.750000 Penalty: 4017.980957
	Iteration 23Q: 3 clusters Score -383714.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -383719.843750 Penalty: 4017.980957
	Iteration 24Q: 3 clusters Score -383719.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -383721.906250 Penalty: 4017.980957
	Iteration 25Q: 3 clusters Score -383721.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -383724.031250 Penalty: 4017.980957
	Iteration 26Q: 3 clusters Score -383724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -383726.187500 Penalty: 4017.980957
	Iteration 27Q: 3 clusters Score -383726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -383728.187500 Penalty: 4017.980957
	Iteration 28Q: 3 clusters Score -383728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -383732.937500 Penalty: 4017.980957
	Iteration 29Q: 3 clusters Score -383732.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -383737.906250 Penalty: 4017.980957
	Iteration 30Q: 3 clusters Score -383737.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -383746.593750 Penalty: 4017.980957
	Iteration 31Q: 3 clusters Score -383746.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -383755.218750 Penalty: 4017.980957
	Iteration 32Q: 3 clusters Score -383755.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -383762.062500 Penalty: 4017.980957
	Iteration 33Q: 3 clusters Score -383762.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -383769.843750 Penalty: 4017.980957
	Iteration 34Q: 3 clusters Score -383769.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -383779.812500 Penalty: 4017.980957
	Iteration 35Q: 3 clusters Score -383779.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -383794.000000 Penalty: 4017.980957
	Iteration 36Q: 3 clusters Score -383794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -383817.875000 Penalty: 4017.980957
	Iteration 37Q: 3 clusters Score -383817.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -383853.468750 Penalty: 4017.980957
	Iteration 38Q: 3 clusters Score -383853.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -383921.156250 Penalty: 4017.980957
	Iteration 39Q: 3 clusters Score -383921.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -384051.093750 Penalty: 4017.980957
	Iteration 40F: 3 clusters Score -384051.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -384251.343750 Penalty: 4017.980957
	Iteration 41Q: 3 clusters Score -384251.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -384455.718750 Penalty: 4017.980957
	Iteration 42Q: 3 clusters Score -384455.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -384606.750000 Penalty: 4017.980957
	Iteration 43Q: 3 clusters Score -384606.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -384672.687500 Penalty: 4017.980957
	Iteration 44Q: 3 clusters Score -384672.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -384686.468750 Penalty: 4017.980957
	Iteration 45Q: 3 clusters Score -384686.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -384688.968750 Penalty: 4017.980957
	Iteration 46Q: 3 clusters Score -384689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -384691.562500 Penalty: 4017.980957
	Iteration 47Q: 3 clusters Score -384691.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -384691.937500 Penalty: 4017.980957
	Iteration 48Q: 3 clusters Score -384691.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -384691.937500 Penalty: 4017.980957
	Iteration 49F: 3 clusters Score -384691.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (235318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235318 members 
Entering Unmasked Estep 
Score: -28789916.000000 Penalty: 3067.436035
	Iteration 0F: 2 clusters Score -2.878992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117876 members 
Mstep: Class 2 contains 117442 members 
Entering Unmasked Estep 
Score: -28644562.000000 Penalty: 6134.872070
	Iteration 0F: 3 clusters Score -2.864456e+07 nChanged 113570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121658 members 
Mstep: Class 2 contains 113660 members 
Entering Unmasked Estep 
Score: -28710582.000000 Penalty: 6134.872070
	Iteration 1F: 3 clusters Score -2.871058e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123689 members 
Mstep: Class 2 contains 111629 members 
Entering Unmasked Estep 
Score: -28712300.000000 Penalty: 6134.872070
	Iteration 2Q: 3 clusters Score -2.87123e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126901 members 
Mstep: Class 2 contains 108417 members 
Entering Unmasked Estep 
Score: -28714738.000000 Penalty: 6134.872070
	Iteration 3Q: 3 clusters Score -2.871474e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131450 members 
Mstep: Class 2 contains 103868 members 
Entering Unmasked Estep 
Score: -28717674.000000 Penalty: 6134.872070
	Iteration 4Q: 3 clusters Score -2.871767e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138046 members 
Mstep: Class 2 contains 97272 members 
Entering Unmasked Estep 
Score: -28721632.000000 Penalty: 6134.872070
	Iteration 5Q: 3 clusters Score -2.872163e+07 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147159 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -28727298.000000 Penalty: 6134.872070
	Iteration 6F: 3 clusters Score -2.87273e+07 nChanged 14274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159123 members 
Mstep: Class 2 contains 76195 members 
Entering Unmasked Estep 
Score: -28735718.000000 Penalty: 6134.872070
	Iteration 7F: 3 clusters Score -2.873572e+07 nChanged 16154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172969 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -28746676.000000 Penalty: 6134.872070
	Iteration 8F: 3 clusters Score -2.874668e+07 nChanged 15794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186445 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -28759720.000000 Penalty: 6134.872070
	Iteration 9F: 3 clusters Score -2.875972e+07 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197967 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -28771198.000000 Penalty: 6134.872070
	Iteration 10F: 3 clusters Score -2.87712e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206266 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -28778064.000000 Penalty: 6134.872070
	Iteration 11Q: 3 clusters Score -2.877806e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211513 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -28781822.000000 Penalty: 6134.872070
	Iteration 12Q: 3 clusters Score -2.878182e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215085 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -28783554.000000 Penalty: 6134.872070
	Iteration 13Q: 3 clusters Score -2.878355e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217768 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -28784754.000000 Penalty: 6134.872070
	Iteration 14Q: 3 clusters Score -2.878475e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219812 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -28785360.000000 Penalty: 6134.872070
	Iteration 15Q: 3 clusters Score -2.878536e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221480 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -28785848.000000 Penalty: 6134.872070
	Iteration 16Q: 3 clusters Score -2.878585e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222899 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -28786210.000000 Penalty: 6134.872070
	Iteration 17Q: 3 clusters Score -2.878621e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224166 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -28786498.000000 Penalty: 6134.872070
	Iteration 18Q: 3 clusters Score -2.87865e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225260 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -28786828.000000 Penalty: 6134.872070
	Iteration 19Q: 3 clusters Score -2.878683e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226174 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -28787018.000000 Penalty: 6134.872070
	Iteration 20F: 3 clusters Score -2.878702e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226965 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -28787288.000000 Penalty: 6134.872070
	Iteration 21Q: 3 clusters Score -2.878729e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227626 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -28787400.000000 Penalty: 6134.872070
	Iteration 22Q: 3 clusters Score -2.87874e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228239 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -28787584.000000 Penalty: 6134.872070
	Iteration 23Q: 3 clusters Score -2.878758e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228741 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -28787650.000000 Penalty: 6134.872070
	Iteration 24Q: 3 clusters Score -2.878765e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229166 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -28787714.000000 Penalty: 6134.872070
	Iteration 25Q: 3 clusters Score -2.878771e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229564 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -28787764.000000 Penalty: 6134.872070
	Iteration 26Q: 3 clusters Score -2.878776e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229895 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -28787814.000000 Penalty: 6134.872070
	Iteration 27Q: 3 clusters Score -2.878781e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230173 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -28787772.000000 Penalty: 6134.872070
	Iteration 28Q: 3 clusters Score -2.878777e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230427 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -28787786.000000 Penalty: 6134.872070
	Iteration 29Q: 3 clusters Score -2.878779e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230633 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -28787842.000000 Penalty: 6134.872070
	Iteration 30Q: 3 clusters Score -2.878784e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230791 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -28787892.000000 Penalty: 6134.872070
	Iteration 31Q: 3 clusters Score -2.878789e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230929 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -28787886.000000 Penalty: 6134.872070
	Iteration 32Q: 3 clusters Score -2.878789e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231061 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -28787874.000000 Penalty: 6134.872070
	Iteration 33Q: 3 clusters Score -2.878787e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231204 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -28787916.000000 Penalty: 6134.872070
	Iteration 34Q: 3 clusters Score -2.878792e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231324 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -28787922.000000 Penalty: 6134.872070
	Iteration 35Q: 3 clusters Score -2.878792e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231422 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -28787940.000000 Penalty: 6134.872070
	Iteration 36Q: 3 clusters Score -2.878794e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231492 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -28787942.000000 Penalty: 6134.872070
	Iteration 37Q: 3 clusters Score -2.878794e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231568 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -28787950.000000 Penalty: 6134.872070
	Iteration 38Q: 3 clusters Score -2.878795e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231623 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -28787936.000000 Penalty: 6134.872070
	Iteration 39Q: 3 clusters Score -2.878794e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231671 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -28787916.000000 Penalty: 6134.872070
	Iteration 40F: 3 clusters Score -2.878792e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231716 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -28787938.000000 Penalty: 6134.872070
	Iteration 41Q: 3 clusters Score -2.878794e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231762 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -28787954.000000 Penalty: 6134.872070
	Iteration 42Q: 3 clusters Score -2.878795e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231814 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -28787944.000000 Penalty: 6134.872070
	Iteration 43Q: 3 clusters Score -2.878794e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231853 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -28787940.000000 Penalty: 6134.872070
	Iteration 44Q: 3 clusters Score -2.878794e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231889 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -28787978.000000 Penalty: 6134.872070
	Iteration 45Q: 3 clusters Score -2.878798e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231933 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -28787932.000000 Penalty: 6134.872070
	Iteration 46Q: 3 clusters Score -2.878793e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231974 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -28787990.000000 Penalty: 6134.872070
	Iteration 47Q: 3 clusters Score -2.878799e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232009 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -28787986.000000 Penalty: 6134.872070
	Iteration 48Q: 3 clusters Score -2.878799e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232035 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -28787982.000000 Penalty: 6134.872070
	Iteration 49Q: 3 clusters Score -2.878798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232054 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -28787982.000000 Penalty: 6134.872070
	Iteration 50Q: 3 clusters Score -2.878798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232077 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -28787988.000000 Penalty: 6134.872070
	Iteration 51Q: 3 clusters Score -2.878799e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232107 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -28787966.000000 Penalty: 6134.872070
	Iteration 52Q: 3 clusters Score -2.878797e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232135 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -28787958.000000 Penalty: 6134.872070
	Iteration 53Q: 3 clusters Score -2.878796e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232156 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -28787956.000000 Penalty: 6134.872070
	Iteration 54Q: 3 clusters Score -2.878796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232168 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -28788016.000000 Penalty: 6134.872070
	Iteration 55Q: 3 clusters Score -2.878802e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232192 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -28788004.000000 Penalty: 6134.872070
	Iteration 56Q: 3 clusters Score -2.8788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232206 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -28788010.000000 Penalty: 6134.872070
	Iteration 57Q: 3 clusters Score -2.878801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232222 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -28788004.000000 Penalty: 6134.872070
	Iteration 58Q: 3 clusters Score -2.8788e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232229 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -28787996.000000 Penalty: 6134.872070
	Iteration 59Q: 3 clusters Score -2.8788e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232238 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -28788000.000000 Penalty: 6134.872070
	Iteration 60F: 3 clusters Score -2.8788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232246 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -28787984.000000 Penalty: 6134.872070
	Iteration 61Q: 3 clusters Score -2.878798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232251 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -28787988.000000 Penalty: 6134.872070
	Iteration 62Q: 3 clusters Score -2.878799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232260 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -28787964.000000 Penalty: 6134.872070
	Iteration 63Q: 3 clusters Score -2.878796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232269 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -28787966.000000 Penalty: 6134.872070
	Iteration 64Q: 3 clusters Score -2.878797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232273 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -28787956.000000 Penalty: 6134.872070
	Iteration 65Q: 3 clusters Score -2.878796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232279 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -28787934.000000 Penalty: 6134.872070
	Iteration 66Q: 3 clusters Score -2.878793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232287 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -28787962.000000 Penalty: 6134.872070
	Iteration 67Q: 3 clusters Score -2.878796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232290 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -28787954.000000 Penalty: 6134.872070
	Iteration 68Q: 3 clusters Score -2.878795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232289 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -28787946.000000 Penalty: 6134.872070
	Iteration 69Q: 3 clusters Score -2.878795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232295 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -28787942.000000 Penalty: 6134.872070
	Iteration 70Q: 3 clusters Score -2.878794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232298 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -28787936.000000 Penalty: 6134.872070
	Iteration 71Q: 3 clusters Score -2.878794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232298 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -28787934.000000 Penalty: 6134.872070
	Iteration 72Q: 3 clusters Score -2.878793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232298 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -28787934.000000 Penalty: 6134.872070
	Iteration 73F: 3 clusters Score -2.878793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Entering Unmasked Estep 
Score: -1241260.625000 Penalty: 2298.778809
	Iteration 0F: 2 clusters Score -1241261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1233150.250000 Penalty: 4597.557617
	Iteration 0F: 3 clusters Score -1233150 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1235656.000000 Penalty: 4597.557617
	Iteration 1F: 3 clusters Score -1235656 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1236139.875000 Penalty: 4597.557617
	Iteration 2F: 3 clusters Score -1236140 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1236541.750000 Penalty: 4597.557617
	Iteration 3F: 3 clusters Score -1236542 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1236944.625000 Penalty: 4597.557617
	Iteration 4F: 3 clusters Score -1236945 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1237343.500000 Penalty: 4597.557617
	Iteration 5F: 3 clusters Score -1237344 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1237711.000000 Penalty: 4597.557617
	Iteration 6F: 3 clusters Score -1237711 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1238103.125000 Penalty: 4597.557617
	Iteration 7F: 3 clusters Score -1238103 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1238417.750000 Penalty: 4597.557617
	Iteration 8Q: 3 clusters Score -1238418 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1238674.750000 Penalty: 4597.557617
	Iteration 9Q: 3 clusters Score -1238675 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1238935.250000 Penalty: 4597.557617
	Iteration 10Q: 3 clusters Score -1238935 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1239228.375000 Penalty: 4597.557617
	Iteration 11Q: 3 clusters Score -1239228 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1239585.500000 Penalty: 4597.557617
	Iteration 12Q: 3 clusters Score -1239586 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1240059.625000 Penalty: 4597.557617
	Iteration 13Q: 3 clusters Score -1240060 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1240633.500000 Penalty: 4597.557617
	Iteration 14Q: 3 clusters Score -1240634 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1241190.250000 Penalty: 4597.557617
	Iteration 15Q: 3 clusters Score -1241190 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1241606.250000 Penalty: 4597.557617
	Iteration 16Q: 3 clusters Score -1241606 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1241962.375000 Penalty: 4597.557617
	Iteration 17Q: 3 clusters Score -1241962 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1242192.875000 Penalty: 4597.557617
	Iteration 18Q: 3 clusters Score -1242193 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1242318.875000 Penalty: 4597.557617
	Iteration 19Q: 3 clusters Score -1242319 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1242381.625000 Penalty: 4597.557617
	Iteration 20F: 3 clusters Score -1242382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1242421.125000 Penalty: 4597.557617
	Iteration 21Q: 3 clusters Score -1242421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1242434.000000 Penalty: 4597.557617
	Iteration 22Q: 3 clusters Score -1242434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1242442.625000 Penalty: 4597.557617
	Iteration 23Q: 3 clusters Score -1242443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1242447.250000 Penalty: 4597.557617
	Iteration 24Q: 3 clusters Score -1242447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1242449.000000 Penalty: 4597.557617
	Iteration 25Q: 3 clusters Score -1242449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1242450.625000 Penalty: 4597.557617
	Iteration 26Q: 3 clusters Score -1242451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1242451.875000 Penalty: 4597.557617
	Iteration 27Q: 3 clusters Score -1242452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1242451.875000 Penalty: 4597.557617
	Iteration 28F: 3 clusters Score -1242452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 331 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235318 members 
Mstep: Class 12 contains 8207 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75890 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136322 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94209 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41847 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16268 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96536 members 
Mstep: Class 36 contains 32335 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12801 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16558 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16019 members 
Mstep: Class 61 contains 28912 members 
Mstep: Class 62 contains 32569 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10040 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 21156 members 
Mstep: Class 80 contains 272 members 
Mstep: Class 81 contains 2400 members 
Entering Unmasked Estep 
Score: -154537360.000000 Penalty: 282998.750000
Splitting cluster 12 changes total score from -154537056.000000 to -154537360.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 13 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -712296.937500 Penalty: 2154.276611
	Iteration 0F: 2 clusters Score -712296.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -707217.625000 Penalty: 4308.553223
	Iteration 0F: 3 clusters Score -707217.6 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -708434.312500 Penalty: 4308.553223
	Iteration 1F: 3 clusters Score -708434.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -708652.125000 Penalty: 4308.553223
	Iteration 2F: 3 clusters Score -708652.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -708817.875000 Penalty: 4308.553223
	Iteration 3Q: 3 clusters Score -708817.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -708972.687500 Penalty: 4308.553223
	Iteration 4Q: 3 clusters Score -708972.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -709129.062500 Penalty: 4308.553223
	Iteration 5Q: 3 clusters Score -709129.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -709292.875000 Penalty: 4308.553223
	Iteration 6Q: 3 clusters Score -709292.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -709449.062500 Penalty: 4308.553223
	Iteration 7Q: 3 clusters Score -709449.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -709581.125000 Penalty: 4308.553223
	Iteration 8Q: 3 clusters Score -709581.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -709687.875000 Penalty: 4308.553223
	Iteration 9Q: 3 clusters Score -709687.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -709767.875000 Penalty: 4308.553223
	Iteration 10Q: 3 clusters Score -709767.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -709830.562500 Penalty: 4308.553223
	Iteration 11Q: 3 clusters Score -709830.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -709884.812500 Penalty: 4308.553223
	Iteration 12Q: 3 clusters Score -709884.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -709949.687500 Penalty: 4308.553223
	Iteration 13Q: 3 clusters Score -709949.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -710003.687500 Penalty: 4308.553223
	Iteration 14Q: 3 clusters Score -710003.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -710058.812500 Penalty: 4308.553223
	Iteration 15Q: 3 clusters Score -710058.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -710104.812500 Penalty: 4308.553223
	Iteration 16Q: 3 clusters Score -710104.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -710135.187500 Penalty: 4308.553223
	Iteration 17Q: 3 clusters Score -710135.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -710160.875000 Penalty: 4308.553223
	Iteration 18Q: 3 clusters Score -710160.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -710180.687500 Penalty: 4308.553223
	Iteration 19Q: 3 clusters Score -710180.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -710190.937500 Penalty: 4308.553223
	Iteration 20F: 3 clusters Score -710190.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -710203.562500 Penalty: 4308.553223
	Iteration 21Q: 3 clusters Score -710203.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -710211.625000 Penalty: 4308.553223
	Iteration 22Q: 3 clusters Score -710211.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -710221.250000 Penalty: 4308.553223
	Iteration 23Q: 3 clusters Score -710221.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -710230.875000 Penalty: 4308.553223
	Iteration 24Q: 3 clusters Score -710230.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -710238.687500 Penalty: 4308.553223
	Iteration 25Q: 3 clusters Score -710238.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -710246.750000 Penalty: 4308.553223
	Iteration 26Q: 3 clusters Score -710246.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -710255.000000 Penalty: 4308.553223
	Iteration 27Q: 3 clusters Score -710255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -710262.375000 Penalty: 4308.553223
	Iteration 28Q: 3 clusters Score -710262.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -710267.250000 Penalty: 4308.553223
	Iteration 29Q: 3 clusters Score -710267.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -710271.437500 Penalty: 4308.553223
	Iteration 30Q: 3 clusters Score -710271.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -710275.937500 Penalty: 4308.553223
	Iteration 31Q: 3 clusters Score -710275.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -710278.750000 Penalty: 4308.553223
	Iteration 32Q: 3 clusters Score -710278.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -710280.437500 Penalty: 4308.553223
	Iteration 33Q: 3 clusters Score -710280.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -710284.187500 Penalty: 4308.553223
	Iteration 34Q: 3 clusters Score -710284.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -710289.000000 Penalty: 4308.553223
	Iteration 35Q: 3 clusters Score -710289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -710294.125000 Penalty: 4308.553223
	Iteration 36Q: 3 clusters Score -710294.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -710295.187500 Penalty: 4308.553223
	Iteration 37Q: 3 clusters Score -710295.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -710299.750000 Penalty: 4308.553223
	Iteration 38Q: 3 clusters Score -710299.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -710303.125000 Penalty: 4308.553223
	Iteration 39Q: 3 clusters Score -710303.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -710304.937500 Penalty: 4308.553223
	Iteration 40F: 3 clusters Score -710304.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -710306.250000 Penalty: 4308.553223
	Iteration 41Q: 3 clusters Score -710306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -710308.375000 Penalty: 4308.553223
	Iteration 42Q: 3 clusters Score -710308.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -710310.750000 Penalty: 4308.553223
	Iteration 43Q: 3 clusters Score -710310.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -710311.562500 Penalty: 4308.553223
	Iteration 44Q: 3 clusters Score -710311.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -710313.812500 Penalty: 4308.553223
	Iteration 45Q: 3 clusters Score -710313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -710315.750000 Penalty: 4308.553223
	Iteration 46Q: 3 clusters Score -710315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -710316.062500 Penalty: 4308.553223
	Iteration 47Q: 3 clusters Score -710316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -710316.500000 Penalty: 4308.553223
	Iteration 48Q: 3 clusters Score -710316.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -710316.312500 Penalty: 4308.553223
	Iteration 49Q: 3 clusters Score -710316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -710316.562500 Penalty: 4308.553223
	Iteration 50Q: 3 clusters Score -710316.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -710317.937500 Penalty: 4308.553223
	Iteration 51Q: 3 clusters Score -710317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -710317.687500 Penalty: 4308.553223
	Iteration 52Q: 3 clusters Score -710317.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -710318.187500 Penalty: 4308.553223
	Iteration 53Q: 3 clusters Score -710318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -710319.937500 Penalty: 4308.553223
	Iteration 54Q: 3 clusters Score -710319.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -710318.875000 Penalty: 4308.553223
	Iteration 55Q: 3 clusters Score -710318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -710318.687500 Penalty: 4308.553223
	Iteration 56Q: 3 clusters Score -710318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -710319.437500 Penalty: 4308.553223
	Iteration 57Q: 3 clusters Score -710319.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -710319.437500 Penalty: 4308.553223
	Iteration 58F: 3 clusters Score -710319.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Entering Unmasked Estep 
Score: -8520495.000000 Penalty: 2786.786133
	Iteration 0F: 2 clusters Score -8520495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -8469844.000000 Penalty: 5573.572266
	Iteration 0F: 3 clusters Score -8469844 nChanged 35522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -8489955.000000 Penalty: 5573.572266
	Iteration 1F: 3 clusters Score -8489955 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -8490778.000000 Penalty: 5573.572266
	Iteration 2Q: 3 clusters Score -8490778 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -8491622.000000 Penalty: 5573.572266
	Iteration 3Q: 3 clusters Score -8491622 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -8492587.000000 Penalty: 5573.572266
	Iteration 4Q: 3 clusters Score -8492587 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -8493765.000000 Penalty: 5573.572266
	Iteration 5Q: 3 clusters Score -8493765 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -8495026.000000 Penalty: 5573.572266
	Iteration 6Q: 3 clusters Score -8495026 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -8496474.000000 Penalty: 5573.572266
	Iteration 7Q: 3 clusters Score -8496474 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -8498352.000000 Penalty: 5573.572266
	Iteration 8Q: 3 clusters Score -8498352 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -8500413.000000 Penalty: 5573.572266
	Iteration 9F: 3 clusters Score -8500413 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -8502618.000000 Penalty: 5573.572266
	Iteration 10F: 3 clusters Score -8502618 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -8504804.000000 Penalty: 5573.572266
	Iteration 11Q: 3 clusters Score -8504804 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -8506522.000000 Penalty: 5573.572266
	Iteration 12Q: 3 clusters Score -8506522 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -8507982.000000 Penalty: 5573.572266
	Iteration 13Q: 3 clusters Score -8507982 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -8508820.000000 Penalty: 5573.572266
	Iteration 14Q: 3 clusters Score -8508820 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -8509403.000000 Penalty: 5573.572266
	Iteration 15Q: 3 clusters Score -8509403 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -8509882.000000 Penalty: 5573.572266
	Iteration 16Q: 3 clusters Score -8509882 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -8510389.000000 Penalty: 5573.572266
	Iteration 17Q: 3 clusters Score -8510389 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -8510984.000000 Penalty: 5573.572266
	Iteration 18Q: 3 clusters Score -8510984 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -8511658.000000 Penalty: 5573.572266
	Iteration 19Q: 3 clusters Score -8511658 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -8512323.000000 Penalty: 5573.572266
	Iteration 20F: 3 clusters Score -8512323 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -8513084.000000 Penalty: 5573.572266
	Iteration 21Q: 3 clusters Score -8513084 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -8513868.000000 Penalty: 5573.572266
	Iteration 22Q: 3 clusters Score -8513868 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -8514572.000000 Penalty: 5573.572266
	Iteration 23Q: 3 clusters Score -8514572 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -8515234.000000 Penalty: 5573.572266
	Iteration 24Q: 3 clusters Score -8515234 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -8515785.000000 Penalty: 5573.572266
	Iteration 25Q: 3 clusters Score -8515785 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -8516275.000000 Penalty: 5573.572266
	Iteration 26Q: 3 clusters Score -8516275 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71208 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -8516721.000000 Penalty: 5573.572266
	Iteration 27Q: 3 clusters Score -8516721 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -8517124.000000 Penalty: 5573.572266
	Iteration 28Q: 3 clusters Score -8517124 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -8517468.000000 Penalty: 5573.572266
	Iteration 29Q: 3 clusters Score -8517468 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72919 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8517714.000000 Penalty: 5573.572266
	Iteration 30Q: 3 clusters Score -8517714 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73298 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8517944.000000 Penalty: 5573.572266
	Iteration 31Q: 3 clusters Score -8517944 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8518116.000000 Penalty: 5573.572266
	Iteration 32Q: 3 clusters Score -8518116 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73828 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8518236.000000 Penalty: 5573.572266
	Iteration 33Q: 3 clusters Score -8518236 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8518349.000000 Penalty: 5573.572266
	Iteration 34Q: 3 clusters Score -8518349 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8518424.000000 Penalty: 5573.572266
	Iteration 35Q: 3 clusters Score -8518424 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8518504.000000 Penalty: 5573.572266
	Iteration 36Q: 3 clusters Score -8518504 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8518541.000000 Penalty: 5573.572266
	Iteration 37Q: 3 clusters Score -8518541 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8518564.000000 Penalty: 5573.572266
	Iteration 38Q: 3 clusters Score -8518564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8518589.000000 Penalty: 5573.572266
	Iteration 39Q: 3 clusters Score -8518589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74515 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8518613.000000 Penalty: 5573.572266
	Iteration 40F: 3 clusters Score -8518613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8518629.000000 Penalty: 5573.572266
	Iteration 41Q: 3 clusters Score -8518629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8518631.000000 Penalty: 5573.572266
	Iteration 42Q: 3 clusters Score -8518631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8518641.000000 Penalty: 5573.572266
	Iteration 43Q: 3 clusters Score -8518641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8518649.000000 Penalty: 5573.572266
	Iteration 44Q: 3 clusters Score -8518649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8518645.000000 Penalty: 5573.572266
	Iteration 45Q: 3 clusters Score -8518645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8518650.000000 Penalty: 5573.572266
	Iteration 46Q: 3 clusters Score -8518650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8518659.000000 Penalty: 5573.572266
	Iteration 47Q: 3 clusters Score -8518659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8518669.000000 Penalty: 5573.572266
	Iteration 48Q: 3 clusters Score -8518669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8518670.000000 Penalty: 5573.572266
	Iteration 49Q: 3 clusters Score -8518670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8518664.000000 Penalty: 5573.572266
	Iteration 50Q: 3 clusters Score -8518664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74664 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8518667.000000 Penalty: 5573.572266
	Iteration 51Q: 3 clusters Score -8518667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74671 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8518670.000000 Penalty: 5573.572266
	Iteration 52Q: 3 clusters Score -8518670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8518677.000000 Penalty: 5573.572266
	Iteration 53Q: 3 clusters Score -8518677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74681 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8518682.000000 Penalty: 5573.572266
	Iteration 54Q: 3 clusters Score -8518682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8518688.000000 Penalty: 5573.572266
	Iteration 55Q: 3 clusters Score -8518688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8518688.000000 Penalty: 5573.572266
	Iteration 56Q: 3 clusters Score -8518688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74696 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8518690.000000 Penalty: 5573.572266
	Iteration 57Q: 3 clusters Score -8518690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8518689.000000 Penalty: 5573.572266
	Iteration 58Q: 3 clusters Score -8518689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8518683.000000 Penalty: 5573.572266
	Iteration 59Q: 3 clusters Score -8518683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74708 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8518689.000000 Penalty: 5573.572266
	Iteration 60F: 3 clusters Score -8518689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8518687.000000 Penalty: 5573.572266
	Iteration 61Q: 3 clusters Score -8518687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8518683.000000 Penalty: 5573.572266
	Iteration 62Q: 3 clusters Score -8518683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8518690.000000 Penalty: 5573.572266
	Iteration 63Q: 3 clusters Score -8518690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8518690.000000 Penalty: 5573.572266
	Iteration 64Q: 3 clusters Score -8518690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8518690.000000 Penalty: 5573.572266
	Iteration 65Q: 3 clusters Score -8518690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8518691.000000 Penalty: 5573.572266
	Iteration 66Q: 3 clusters Score -8518691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8518691.000000 Penalty: 5573.572266
	Iteration 67F: 3 clusters Score -8518691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Entering Unmasked Estep 
Score: -1042331.250000 Penalty: 2246.673828
	Iteration 0F: 2 clusters Score -1042331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1035541.562500 Penalty: 4493.347656
	Iteration 0F: 3 clusters Score -1035542 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1037581.187500 Penalty: 4493.347656
	Iteration 1F: 3 clusters Score -1037581 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1038215.437500 Penalty: 4493.347656
	Iteration 2F: 3 clusters Score -1038215 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1038781.062500 Penalty: 4493.347656
	Iteration 3F: 3 clusters Score -1038781 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1039214.062500 Penalty: 4493.347656
	Iteration 4F: 3 clusters Score -1039214 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1039600.125000 Penalty: 4493.347656
	Iteration 5F: 3 clusters Score -1039600 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1039936.875000 Penalty: 4493.347656
	Iteration 6F: 3 clusters Score -1039937 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1040161.062500 Penalty: 4493.347656
	Iteration 7Q: 3 clusters Score -1040161 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1040330.750000 Penalty: 4493.347656
	Iteration 8Q: 3 clusters Score -1040331 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1040473.000000 Penalty: 4493.347656
	Iteration 9Q: 3 clusters Score -1040473 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1040581.000000 Penalty: 4493.347656
	Iteration 10Q: 3 clusters Score -1040581 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1040670.500000 Penalty: 4493.347656
	Iteration 11Q: 3 clusters Score -1040670 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1040742.187500 Penalty: 4493.347656
	Iteration 12Q: 3 clusters Score -1040742 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1040817.062500 Penalty: 4493.347656
	Iteration 13Q: 3 clusters Score -1040817 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1040894.750000 Penalty: 4493.347656
	Iteration 14Q: 3 clusters Score -1040895 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1040975.750000 Penalty: 4493.347656
	Iteration 15Q: 3 clusters Score -1040976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1041064.375000 Penalty: 4493.347656
	Iteration 16Q: 3 clusters Score -1041064 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1041135.187500 Penalty: 4493.347656
	Iteration 17Q: 3 clusters Score -1041135 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1041195.687500 Penalty: 4493.347656
	Iteration 18Q: 3 clusters Score -1041196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1041252.500000 Penalty: 4493.347656
	Iteration 19Q: 3 clusters Score -1041252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1041285.625000 Penalty: 4493.347656
	Iteration 20F: 3 clusters Score -1041286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1041314.625000 Penalty: 4493.347656
	Iteration 21Q: 3 clusters Score -1041315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1041336.250000 Penalty: 4493.347656
	Iteration 22Q: 3 clusters Score -1041336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1041347.125000 Penalty: 4493.347656
	Iteration 23Q: 3 clusters Score -1041347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1041359.000000 Penalty: 4493.347656
	Iteration 24Q: 3 clusters Score -1041359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1041367.750000 Penalty: 4493.347656
	Iteration 25Q: 3 clusters Score -1041368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1041379.562500 Penalty: 4493.347656
	Iteration 26Q: 3 clusters Score -1041380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1041385.437500 Penalty: 4493.347656
	Iteration 27Q: 3 clusters Score -1041385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1041389.312500 Penalty: 4493.347656
	Iteration 28Q: 3 clusters Score -1041389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1041393.000000 Penalty: 4493.347656
	Iteration 29Q: 3 clusters Score -1041393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1041397.500000 Penalty: 4493.347656
	Iteration 30Q: 3 clusters Score -1041398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1041398.125000 Penalty: 4493.347656
	Iteration 31Q: 3 clusters Score -1041398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1041398.375000 Penalty: 4493.347656
	Iteration 32Q: 3 clusters Score -1041398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1041398.375000 Penalty: 4493.347656
	Iteration 33F: 3 clusters Score -1041398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -741324.937500 Penalty: 2165.091064
	Iteration 0F: 2 clusters Score -741324.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -736020.875000 Penalty: 4330.182129
	Iteration 0F: 3 clusters Score -736020.9 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -737381.937500 Penalty: 4330.182129
	Iteration 1F: 3 clusters Score -737381.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -737643.687500 Penalty: 4330.182129
	Iteration 2F: 3 clusters Score -737643.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -737837.000000 Penalty: 4330.182129
	Iteration 3F: 3 clusters Score -737837 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -737999.875000 Penalty: 4330.182129
	Iteration 4Q: 3 clusters Score -737999.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -738137.000000 Penalty: 4330.182129
	Iteration 5Q: 3 clusters Score -738137 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -738280.375000 Penalty: 4330.182129
	Iteration 6Q: 3 clusters Score -738280.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -738411.000000 Penalty: 4330.182129
	Iteration 7Q: 3 clusters Score -738411 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -738540.125000 Penalty: 4330.182129
	Iteration 8Q: 3 clusters Score -738540.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -738663.750000 Penalty: 4330.182129
	Iteration 9Q: 3 clusters Score -738663.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -738786.000000 Penalty: 4330.182129
	Iteration 10Q: 3 clusters Score -738786 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -738896.312500 Penalty: 4330.182129
	Iteration 11Q: 3 clusters Score -738896.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -739001.687500 Penalty: 4330.182129
	Iteration 12Q: 3 clusters Score -739001.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -739101.250000 Penalty: 4330.182129
	Iteration 13Q: 3 clusters Score -739101.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -739190.750000 Penalty: 4330.182129
	Iteration 14Q: 3 clusters Score -739190.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -739272.375000 Penalty: 4330.182129
	Iteration 15Q: 3 clusters Score -739272.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -739355.437500 Penalty: 4330.182129
	Iteration 16Q: 3 clusters Score -739355.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -739421.687500 Penalty: 4330.182129
	Iteration 17Q: 3 clusters Score -739421.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -739494.500000 Penalty: 4330.182129
	Iteration 18Q: 3 clusters Score -739494.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -739551.750000 Penalty: 4330.182129
	Iteration 19Q: 3 clusters Score -739551.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -739587.062500 Penalty: 4330.182129
	Iteration 20F: 3 clusters Score -739587.1 nChanged 72
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: -739622.375000 Penalty: 4330.182129
	Iteration 21Q: 3 clusters Score -739622.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -739644.812500 Penalty: 4330.182129
	Iteration 22Q: 3 clusters Score -739644.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -739664.437500 Penalty: 4330.182129
	Iteration 23Q: 3 clusters Score -739664.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -739683.000000 Penalty: 4330.182129
	Iteration 24Q: 3 clusters Score -739683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -739707.062500 Penalty: 4330.182129
	Iteration 25Q: 3 clusters Score -739707.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -739730.125000 Penalty: 4330.182129
	Iteration 26Q: 3 clusters Score -739730.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -739749.875000 Penalty: 4330.182129
	Iteration 27Q: 3 clusters Score -739749.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -739760.625000 Penalty: 4330.182129
	Iteration 28Q: 3 clusters Score -739760.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -739769.125000 Penalty: 4330.182129
	Iteration 29Q: 3 clusters Score -739769.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -739777.875000 Penalty: 4330.182129
	Iteration 30Q: 3 clusters Score -739777.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -739786.625000 Penalty: 4330.182129
	Iteration 31Q: 3 clusters Score -739786.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -739795.250000 Penalty: 4330.182129
	Iteration 32Q: 3 clusters Score -739795.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -739798.000000 Penalty: 4330.182129
	Iteration 33Q: 3 clusters Score -739798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -739803.375000 Penalty: 4330.182129
	Iteration 34Q: 3 clusters Score -739803.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -739806.625000 Penalty: 4330.182129
	Iteration 35Q: 3 clusters Score -739806.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -739809.000000 Penalty: 4330.182129
	Iteration 36Q: 3 clusters Score -739809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -739807.750000 Penalty: 4330.182129
	Iteration 37Q: 3 clusters Score -739807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -739809.125000 Penalty: 4330.182129
	Iteration 38Q: 3 clusters Score -739809.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -739810.875000 Penalty: 4330.182129
	Iteration 39Q: 3 clusters Score -739810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -739811.625000 Penalty: 4330.182129
	Iteration 40F: 3 clusters Score -739811.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -739810.312500 Penalty: 4330.182129
	Iteration 41Q: 3 clusters Score -739810.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -739810.312500 Penalty: 4330.182129
	Iteration 42F: 3 clusters Score -739810.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (136322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136322 members 
Entering Unmasked Estep 
Score: -16546420.000000 Penalty: 2932.048096
	Iteration 0F: 2 clusters Score -1.654642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -16455227.000000 Penalty: 5864.096191
	Iteration 0F: 3 clusters Score -1.645523e+07 nChanged 65479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -16493221.000000 Penalty: 5864.096191
	Iteration 1F: 3 clusters Score -1.649322e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 72384 members 
Entering Unmasked Estep 
Score: -16494252.000000 Penalty: 5864.096191
	Iteration 2Q: 3 clusters Score -1.649425e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -16495977.000000 Penalty: 5864.096191
	Iteration 3Q: 3 clusters Score -1.649598e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -16498381.000000 Penalty: 5864.096191
	Iteration 4Q: 3 clusters Score -1.649838e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 84498 members 
Entering Unmasked Estep 
Score: -16502015.000000 Penalty: 5864.096191
	Iteration 5F: 3 clusters Score -1.650202e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 91949 members 
Entering Unmasked Estep 
Score: -16507521.000000 Penalty: 5864.096191
	Iteration 6F: 3 clusters Score -1.650752e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -16515098.000000 Penalty: 5864.096191
	Iteration 7F: 3 clusters Score -1.65151e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 110114 members 
Entering Unmasked Estep 
Score: -16523296.000000 Penalty: 5864.096191
	Iteration 8F: 3 clusters Score -1.65233e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 117754 members 
Entering Unmasked Estep 
Score: -16530319.000000 Penalty: 5864.096191
	Iteration 9F: 3 clusters Score -1.653032e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 123267 members 
Entering Unmasked Estep 
Score: -16535139.000000 Penalty: 5864.096191
	Iteration 10Q: 3 clusters Score -1.653514e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 126961 members 
Entering Unmasked Estep 
Score: -16538220.000000 Penalty: 5864.096191
	Iteration 11Q: 3 clusters Score -1.653822e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 129438 members 
Entering Unmasked Estep 
Score: -16540230.000000 Penalty: 5864.096191
	Iteration 12Q: 3 clusters Score -1.654023e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 131201 members 
Entering Unmasked Estep 
Score: -16541532.000000 Penalty: 5864.096191
	Iteration 13Q: 3 clusters Score -1.654153e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 132396 members 
Entering Unmasked Estep 
Score: -16542396.000000 Penalty: 5864.096191
	Iteration 14Q: 3 clusters Score -1.65424e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 133246 members 
Entering Unmasked Estep 
Score: -16543001.000000 Penalty: 5864.096191
	Iteration 15Q: 3 clusters Score -1.6543e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 133885 members 
Entering Unmasked Estep 
Score: -16543378.000000 Penalty: 5864.096191
	Iteration 16Q: 3 clusters Score -1.654338e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 134341 members 
Entering Unmasked Estep 
Score: -16543704.000000 Penalty: 5864.096191
	Iteration 17Q: 3 clusters Score -1.65437e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 134675 members 
Entering Unmasked Estep 
Score: -16543908.000000 Penalty: 5864.096191
	Iteration 18Q: 3 clusters Score -1.654391e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 134910 members 
Entering Unmasked Estep 
Score: -16544043.000000 Penalty: 5864.096191
	Iteration 19Q: 3 clusters Score -1.654404e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 135067 members 
Entering Unmasked Estep 
Score: -16544190.000000 Penalty: 5864.096191
	Iteration 20F: 3 clusters Score -1.654419e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 135186 members 
Entering Unmasked Estep 
Score: -16544253.000000 Penalty: 5864.096191
	Iteration 21Q: 3 clusters Score -1.654425e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 135270 members 
Entering Unmasked Estep 
Score: -16544331.000000 Penalty: 5864.096191
	Iteration 22Q: 3 clusters Score -1.654433e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 135331 members 
Entering Unmasked Estep 
Score: -16544356.000000 Penalty: 5864.096191
	Iteration 23Q: 3 clusters Score -1.654436e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 135370 members 
Entering Unmasked Estep 
Score: -16544404.000000 Penalty: 5864.096191
	Iteration 24Q: 3 clusters Score -1.65444e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 135404 members 
Entering Unmasked Estep 
Score: -16544448.000000 Penalty: 5864.096191
	Iteration 25Q: 3 clusters Score -1.654445e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 135431 members 
Entering Unmasked Estep 
Score: -16544482.000000 Penalty: 5864.096191
	Iteration 26Q: 3 clusters Score -1.654448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 135449 members 
Entering Unmasked Estep 
Score: -16544488.000000 Penalty: 5864.096191
	Iteration 27Q: 3 clusters Score -1.654449e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 135464 members 
Entering Unmasked Estep 
Score: -16544534.000000 Penalty: 5864.096191
	Iteration 28Q: 3 clusters Score -1.654453e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 135471 members 
Entering Unmasked Estep 
Score: -16544552.000000 Penalty: 5864.096191
	Iteration 29Q: 3 clusters Score -1.654455e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 135471 members 
Entering Unmasked Estep 
Score: -16544575.000000 Penalty: 5864.096191
	Iteration 30Q: 3 clusters Score -1.654458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 135475 members 
Entering Unmasked Estep 
Score: -16544600.000000 Penalty: 5864.096191
	Iteration 31Q: 3 clusters Score -1.65446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 135476 members 
Entering Unmasked Estep 
Score: -16544610.000000 Penalty: 5864.096191
	Iteration 32Q: 3 clusters Score -1.654461e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 135485 members 
Entering Unmasked Estep 
Score: -16544636.000000 Penalty: 5864.096191
	Iteration 33Q: 3 clusters Score -1.654464e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 135490 members 
Entering Unmasked Estep 
Score: -16544654.000000 Penalty: 5864.096191
	Iteration 34Q: 3 clusters Score -1.654465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 135500 members 
Entering Unmasked Estep 
Score: -16544687.000000 Penalty: 5864.096191
	Iteration 35Q: 3 clusters Score -1.654469e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 135511 members 
Entering Unmasked Estep 
Score: -16544715.000000 Penalty: 5864.096191
	Iteration 36Q: 3 clusters Score -1.654472e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 135530 members 
Entering Unmasked Estep 
Score: -16544754.000000 Penalty: 5864.096191
	Iteration 37Q: 3 clusters Score -1.654475e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 135540 members 
Entering Unmasked Estep 
Score: -16544815.000000 Penalty: 5864.096191
	Iteration 38Q: 3 clusters Score -1.654482e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 135543 members 
Entering Unmasked Estep 
Score: -16544903.000000 Penalty: 5864.096191
	Iteration 39Q: 3 clusters Score -1.65449e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 135534 members 
Entering Unmasked Estep 
Score: -16544943.000000 Penalty: 5864.096191
	Iteration 40F: 3 clusters Score -1.654494e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 135514 members 
Entering Unmasked Estep 
Score: -16544995.000000 Penalty: 5864.096191
	Iteration 41Q: 3 clusters Score -1.6545e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 135507 members 
Entering Unmasked Estep 
Score: -16545030.000000 Penalty: 5864.096191
	Iteration 42Q: 3 clusters Score -1.654503e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 135494 members 
Entering Unmasked Estep 
Score: -16545049.000000 Penalty: 5864.096191
	Iteration 43Q: 3 clusters Score -1.654505e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 135484 members 
Entering Unmasked Estep 
Score: -16545044.000000 Penalty: 5864.096191
	Iteration 44Q: 3 clusters Score -1.654504e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 135466 members 
Entering Unmasked Estep 
Score: -16545079.000000 Penalty: 5864.096191
	Iteration 45Q: 3 clusters Score -1.654508e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 135448 members 
Entering Unmasked Estep 
Score: -16545118.000000 Penalty: 5864.096191
	Iteration 46Q: 3 clusters Score -1.654512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 135435 members 
Entering Unmasked Estep 
Score: -16545110.000000 Penalty: 5864.096191
	Iteration 47Q: 3 clusters Score -1.654511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 135420 members 
Entering Unmasked Estep 
Score: -16545115.000000 Penalty: 5864.096191
	Iteration 48Q: 3 clusters Score -1.654512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 135413 members 
Entering Unmasked Estep 
Score: -16545121.000000 Penalty: 5864.096191
	Iteration 49Q: 3 clusters Score -1.654512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 135404 members 
Entering Unmasked Estep 
Score: -16545133.000000 Penalty: 5864.096191
	Iteration 50Q: 3 clusters Score -1.654513e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 135390 members 
Entering Unmasked Estep 
Score: -16545143.000000 Penalty: 5864.096191
	Iteration 51Q: 3 clusters Score -1.654514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 135378 members 
Entering Unmasked Estep 
Score: -16545135.000000 Penalty: 5864.096191
	Iteration 52Q: 3 clusters Score -1.654514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 135369 members 
Entering Unmasked Estep 
Score: -16545147.000000 Penalty: 5864.096191
	Iteration 53Q: 3 clusters Score -1.654515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 135365 members 
Entering Unmasked Estep 
Score: -16545150.000000 Penalty: 5864.096191
	Iteration 54Q: 3 clusters Score -1.654515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 135362 members 
Entering Unmasked Estep 
Score: -16545155.000000 Penalty: 5864.096191
	Iteration 55Q: 3 clusters Score -1.654516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 135361 members 
Entering Unmasked Estep 
Score: -16545150.000000 Penalty: 5864.096191
	Iteration 56Q: 3 clusters Score -1.654515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 135361 members 
Entering Unmasked Estep 
Score: -16545153.000000 Penalty: 5864.096191
	Iteration 57Q: 3 clusters Score -1.654515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 135363 members 
Entering Unmasked Estep 
Score: -16545137.000000 Penalty: 5864.096191
	Iteration 58Q: 3 clusters Score -1.654514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 135362 members 
Entering Unmasked Estep 
Score: -16545142.000000 Penalty: 5864.096191
	Iteration 59Q: 3 clusters Score -1.654514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 135360 members 
Entering Unmasked Estep 
Score: -16545148.000000 Penalty: 5864.096191
	Iteration 60F: 3 clusters Score -1.654515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 135358 members 
Entering Unmasked Estep 
Score: -16545155.000000 Penalty: 5864.096191
	Iteration 61Q: 3 clusters Score -1.654516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 135356 members 
Entering Unmasked Estep 
Score: -16545150.000000 Penalty: 5864.096191
	Iteration 62Q: 3 clusters Score -1.654515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 135354 members 
Entering Unmasked Estep 
Score: -16545147.000000 Penalty: 5864.096191
	Iteration 63Q: 3 clusters Score -1.654515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 135354 members 
Entering Unmasked Estep 
Score: -16545147.000000 Penalty: 5864.096191
	Iteration 64F: 3 clusters Score -1.654515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Entering Unmasked Estep 
Score: -1640921.875000 Penalty: 2351.830566
	Iteration 0F: 2 clusters Score -1640922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1631250.625000 Penalty: 4703.661133
	Iteration 0F: 3 clusters Score -1631251 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1634255.750000 Penalty: 4703.661133
	Iteration 1F: 3 clusters Score -1634256 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1634746.875000 Penalty: 4703.661133
	Iteration 2F: 3 clusters Score -1634747 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1635265.625000 Penalty: 4703.661133
	Iteration 3F: 3 clusters Score -1635266 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1635754.000000 Penalty: 4703.661133
	Iteration 4F: 3 clusters Score -1635754 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1636173.375000 Penalty: 4703.661133
	Iteration 5F: 3 clusters Score -1636173 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1636525.625000 Penalty: 4703.661133
	Iteration 6Q: 3 clusters Score -1636526 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1636858.750000 Penalty: 4703.661133
	Iteration 7Q: 3 clusters Score -1636859 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1637179.750000 Penalty: 4703.661133
	Iteration 8Q: 3 clusters Score -1637180 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1637488.750000 Penalty: 4703.661133
	Iteration 9Q: 3 clusters Score -1637489 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1637744.125000 Penalty: 4703.661133
	Iteration 10Q: 3 clusters Score -1637744 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1637973.750000 Penalty: 4703.661133
	Iteration 11Q: 3 clusters Score -1637974 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1638193.375000 Penalty: 4703.661133
	Iteration 12Q: 3 clusters Score -1638193 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1638385.625000 Penalty: 4703.661133
	Iteration 13Q: 3 clusters Score -1638386 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1638522.125000 Penalty: 4703.661133
	Iteration 14Q: 3 clusters Score -1638522 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1638624.125000 Penalty: 4703.661133
	Iteration 15Q: 3 clusters Score -1638624 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1638702.000000 Penalty: 4703.661133
	Iteration 16Q: 3 clusters Score -1638702 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1638746.375000 Penalty: 4703.661133
	Iteration 17Q: 3 clusters Score -1638746 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1638784.000000 Penalty: 4703.661133
	Iteration 18Q: 3 clusters Score -1638784 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1638822.375000 Penalty: 4703.661133
	Iteration 19Q: 3 clusters Score -1638822 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1638849.375000 Penalty: 4703.661133
	Iteration 20F: 3 clusters Score -1638849 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1638876.500000 Penalty: 4703.661133
	Iteration 21Q: 3 clusters Score -1638876 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1638906.000000 Penalty: 4703.661133
	Iteration 22Q: 3 clusters Score -1638906 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1638936.000000 Penalty: 4703.661133
	Iteration 23Q: 3 clusters Score -1638936 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1638962.375000 Penalty: 4703.661133
	Iteration 24Q: 3 clusters Score -1638962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1639002.125000 Penalty: 4703.661133
	Iteration 25Q: 3 clusters Score -1639002 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1639032.375000 Penalty: 4703.661133
	Iteration 26Q: 3 clusters Score -1639032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1639072.750000 Penalty: 4703.661133
	Iteration 27Q: 3 clusters Score -1639073 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1639113.125000 Penalty: 4703.661133
	Iteration 28Q: 3 clusters Score -1639113 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1639158.875000 Penalty: 4703.661133
	Iteration 29Q: 3 clusters Score -1639159 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1639205.250000 Penalty: 4703.661133
	Iteration 30Q: 3 clusters Score -1639205 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1639242.875000 Penalty: 4703.661133
	Iteration 31Q: 3 clusters Score -1639243 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1639277.875000 Penalty: 4703.661133
	Iteration 32Q: 3 clusters Score -1639278 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1639325.000000 Penalty: 4703.661133
	Iteration 33Q: 3 clusters Score -1639325 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1639372.500000 Penalty: 4703.661133
	Iteration 34Q: 3 clusters Score -1639372 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1639436.875000 Penalty: 4703.661133
	Iteration 35Q: 3 clusters Score -1639437 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1639517.000000 Penalty: 4703.661133
	Iteration 36Q: 3 clusters Score -1639517 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1639609.750000 Penalty: 4703.661133
	Iteration 37Q: 3 clusters Score -1639610 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1639690.500000 Penalty: 4703.661133
	Iteration 38Q: 3 clusters Score -1639690 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1639752.375000 Penalty: 4703.661133
	Iteration 39Q: 3 clusters Score -1639752 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1639797.000000 Penalty: 4703.661133
	Iteration 40F: 3 clusters Score -1639797 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1639848.500000 Penalty: 4703.661133
	Iteration 41Q: 3 clusters Score -1639848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1639892.875000 Penalty: 4703.661133
	Iteration 42Q: 3 clusters Score -1639893 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1639919.000000 Penalty: 4703.661133
	Iteration 43Q: 3 clusters Score -1639919 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1639942.750000 Penalty: 4703.661133
	Iteration 44Q: 3 clusters Score -1639943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1639964.625000 Penalty: 4703.661133
	Iteration 45Q: 3 clusters Score -1639965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1639975.250000 Penalty: 4703.661133
	Iteration 46Q: 3 clusters Score -1639975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1639991.125000 Penalty: 4703.661133
	Iteration 47Q: 3 clusters Score -1639991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1640008.375000 Penalty: 4703.661133
	Iteration 48Q: 3 clusters Score -1640008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1640020.875000 Penalty: 4703.661133
	Iteration 49Q: 3 clusters Score -1640021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1640024.375000 Penalty: 4703.661133
	Iteration 50Q: 3 clusters Score -1640024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1640026.625000 Penalty: 4703.661133
	Iteration 51Q: 3 clusters Score -1640027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1640026.250000 Penalty: 4703.661133
	Iteration 52Q: 3 clusters Score -1640026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1640029.625000 Penalty: 4703.661133
	Iteration 53Q: 3 clusters Score -1640030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1640028.875000 Penalty: 4703.661133
	Iteration 54Q: 3 clusters Score -1640029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1640028.125000 Penalty: 4703.661133
	Iteration 55Q: 3 clusters Score -1640028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1640033.875000 Penalty: 4703.661133
	Iteration 56Q: 3 clusters Score -1640034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1640034.750000 Penalty: 4703.661133
	Iteration 57Q: 3 clusters Score -1640035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1640036.250000 Penalty: 4703.661133
	Iteration 58Q: 3 clusters Score -1640036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1640037.875000 Penalty: 4703.661133
	Iteration 59Q: 3 clusters Score -1640038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1640038.750000 Penalty: 4703.661133
	Iteration 60F: 3 clusters Score -1640039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1640041.125000 Penalty: 4703.661133
	Iteration 61Q: 3 clusters Score -1640041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1640042.375000 Penalty: 4703.661133
	Iteration 62Q: 3 clusters Score -1640042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1640044.750000 Penalty: 4703.661133
	Iteration 63Q: 3 clusters Score -1640045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1640046.000000 Penalty: 4703.661133
	Iteration 64Q: 3 clusters Score -1640046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1640045.750000 Penalty: 4703.661133
	Iteration 65Q: 3 clusters Score -1640046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1640047.000000 Penalty: 4703.661133
	Iteration 66Q: 3 clusters Score -1640047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1640047.750000 Penalty: 4703.661133
	Iteration 67Q: 3 clusters Score -1640048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1640049.375000 Penalty: 4703.661133
	Iteration 68Q: 3 clusters Score -1640049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1640052.375000 Penalty: 4703.661133
	Iteration 69Q: 3 clusters Score -1640052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1640052.500000 Penalty: 4703.661133
	Iteration 70Q: 3 clusters Score -1640052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1640050.500000 Penalty: 4703.661133
	Iteration 71Q: 3 clusters Score -1640050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1640050.250000 Penalty: 4703.661133
	Iteration 72Q: 3 clusters Score -1640050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1640050.250000 Penalty: 4703.661133
	Iteration 73F: 3 clusters Score -1640050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -217163.531250 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -217163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -214655.421875 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -214655.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -215117.875000 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -215117.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -215216.953125 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -215217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -215270.640625 Penalty: 3730.304932
	Iteration 3Q: 3 clusters Score -215270.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -215311.750000 Penalty: 3730.304932
	Iteration 4Q: 3 clusters Score -215311.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -215339.781250 Penalty: 3730.304932
	Iteration 5Q: 3 clusters Score -215339.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -215362.718750 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -215362.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -215380.093750 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -215380.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -215390.437500 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -215390.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -215401.359375 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -215401.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -215411.093750 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -215411.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -215420.187500 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -215420.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -215429.781250 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -215429.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -215435.312500 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -215435.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -215439.187500 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -215439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -215442.328125 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -215442.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -215446.140625 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -215446.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -215453.312500 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -215453.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -215461.468750 Penalty: 3730.304932
	Iteration 18Q: 3 clusters Score -215461.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -215473.578125 Penalty: 3730.304932
	Iteration 19Q: 3 clusters Score -215473.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -215481.250000 Penalty: 3730.304932
	Iteration 20F: 3 clusters Score -215481.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -215498.937500 Penalty: 3730.304932
	Iteration 21Q: 3 clusters Score -215498.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -215518.328125 Penalty: 3730.304932
	Iteration 22Q: 3 clusters Score -215518.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -215526.671875 Penalty: 3730.304932
	Iteration 23Q: 3 clusters Score -215526.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -215538.187500 Penalty: 3730.304932
	Iteration 24Q: 3 clusters Score -215538.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -215544.218750 Penalty: 3730.304932
	Iteration 25Q: 3 clusters Score -215544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -215556.500000 Penalty: 3730.304932
	Iteration 26Q: 3 clusters Score -215556.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -215572.250000 Penalty: 3730.304932
	Iteration 27Q: 3 clusters Score -215572.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -215586.875000 Penalty: 3730.304932
	Iteration 28Q: 3 clusters Score -215586.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -215598.062500 Penalty: 3730.304932
	Iteration 29Q: 3 clusters Score -215598.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -215607.703125 Penalty: 3730.304932
	Iteration 30Q: 3 clusters Score -215607.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -215617.250000 Penalty: 3730.304932
	Iteration 31Q: 3 clusters Score -215617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -215620.578125 Penalty: 3730.304932
	Iteration 32Q: 3 clusters Score -215620.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -215624.703125 Penalty: 3730.304932
	Iteration 33Q: 3 clusters Score -215624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -215628.359375 Penalty: 3730.304932
	Iteration 34Q: 3 clusters Score -215628.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -215631.937500 Penalty: 3730.304932
	Iteration 35Q: 3 clusters Score -215631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -215633.468750 Penalty: 3730.304932
	Iteration 36Q: 3 clusters Score -215633.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -215636.484375 Penalty: 3730.304932
	Iteration 37Q: 3 clusters Score -215636.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -215638.281250 Penalty: 3730.304932
	Iteration 38Q: 3 clusters Score -215638.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -215640.640625 Penalty: 3730.304932
	Iteration 39Q: 3 clusters Score -215640.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -215642.562500 Penalty: 3730.304932
	Iteration 40F: 3 clusters Score -215642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -215644.109375 Penalty: 3730.304932
	Iteration 41Q: 3 clusters Score -215644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -215645.640625 Penalty: 3730.304932
	Iteration 42Q: 3 clusters Score -215645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -215647.109375 Penalty: 3730.304932
	Iteration 43Q: 3 clusters Score -215647.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -215653.640625 Penalty: 3730.304932
	Iteration 44Q: 3 clusters Score -215653.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -215661.546875 Penalty: 3730.304932
	Iteration 45Q: 3 clusters Score -215661.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -215670.656250 Penalty: 3730.304932
	Iteration 46Q: 3 clusters Score -215670.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -215677.281250 Penalty: 3730.304932
	Iteration 47Q: 3 clusters Score -215677.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -215685.718750 Penalty: 3730.304932
	Iteration 48Q: 3 clusters Score -215685.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -215695.656250 Penalty: 3730.304932
	Iteration 49Q: 3 clusters Score -215695.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -215703.625000 Penalty: 3730.304932
	Iteration 50Q: 3 clusters Score -215703.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -215712.406250 Penalty: 3730.304932
	Iteration 51Q: 3 clusters Score -215712.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -215728.453125 Penalty: 3730.304932
	Iteration 52Q: 3 clusters Score -215728.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -215740.953125 Penalty: 3730.304932
	Iteration 53Q: 3 clusters Score -215741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -215746.828125 Penalty: 3730.304932
	Iteration 54Q: 3 clusters Score -215746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -215753.390625 Penalty: 3730.304932
	Iteration 55Q: 3 clusters Score -215753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -215759.390625 Penalty: 3730.304932
	Iteration 56Q: 3 clusters Score -215759.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -215764.781250 Penalty: 3730.304932
	Iteration 57Q: 3 clusters Score -215764.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -215776.765625 Penalty: 3730.304932
	Iteration 58Q: 3 clusters Score -215776.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -215791.109375 Penalty: 3730.304932
	Iteration 59Q: 3 clusters Score -215791.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -215800.109375 Penalty: 3730.304932
	Iteration 60F: 3 clusters Score -215800.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -215809.828125 Penalty: 3730.304932
	Iteration 61Q: 3 clusters Score -215809.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -215817.562500 Penalty: 3730.304932
	Iteration 62Q: 3 clusters Score -215817.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -215827.781250 Penalty: 3730.304932
	Iteration 63Q: 3 clusters Score -215827.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -215838.328125 Penalty: 3730.304932
	Iteration 64Q: 3 clusters Score -215838.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -215847.515625 Penalty: 3730.304932
	Iteration 65Q: 3 clusters Score -215847.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -215853.421875 Penalty: 3730.304932
	Iteration 66Q: 3 clusters Score -215853.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -215860.578125 Penalty: 3730.304932
	Iteration 67Q: 3 clusters Score -215860.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -215865.234375 Penalty: 3730.304932
	Iteration 68Q: 3 clusters Score -215865.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -215873.062500 Penalty: 3730.304932
	Iteration 69Q: 3 clusters Score -215873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -215880.031250 Penalty: 3730.304932
	Iteration 70Q: 3 clusters Score -215880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -215883.078125 Penalty: 3730.304932
	Iteration 71Q: 3 clusters Score -215883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -215887.171875 Penalty: 3730.304932
	Iteration 72Q: 3 clusters Score -215887.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -215888.953125 Penalty: 3730.304932
	Iteration 73Q: 3 clusters Score -215889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -215891.640625 Penalty: 3730.304932
	Iteration 74Q: 3 clusters Score -215891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -215895.640625 Penalty: 3730.304932
	Iteration 75Q: 3 clusters Score -215895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -215898.578125 Penalty: 3730.304932
	Iteration 76Q: 3 clusters Score -215898.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -215906.265625 Penalty: 3730.304932
	Iteration 77Q: 3 clusters Score -215906.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -215911.578125 Penalty: 3730.304932
	Iteration 78Q: 3 clusters Score -215911.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -215916.421875 Penalty: 3730.304932
	Iteration 79Q: 3 clusters Score -215916.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -215917.062500 Penalty: 3730.304932
	Iteration 80F: 3 clusters Score -215917.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Entering Unmasked Estep 
Score: -1096124.500000 Penalty: 2264.749512
	Iteration 0F: 2 clusters Score -1096124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1089007.500000 Penalty: 4529.499023
	Iteration 0F: 3 clusters Score -1089008 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1091178.625000 Penalty: 4529.499023
	Iteration 1F: 3 clusters Score -1091179 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1091525.375000 Penalty: 4529.499023
	Iteration 2F: 3 clusters Score -1091525 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1091754.500000 Penalty: 4529.499023
	Iteration 3Q: 3 clusters Score -1091754 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1091964.000000 Penalty: 4529.499023
	Iteration 4Q: 3 clusters Score -1091964 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1092184.500000 Penalty: 4529.499023
	Iteration 5Q: 3 clusters Score -1092184 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1092471.875000 Penalty: 4529.499023
	Iteration 6Q: 3 clusters Score -1092472 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1092859.250000 Penalty: 4529.499023
	Iteration 7F: 3 clusters Score -1092859 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1093310.625000 Penalty: 4529.499023
	Iteration 8F: 3 clusters Score -1093311 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1093774.250000 Penalty: 4529.499023
	Iteration 9F: 3 clusters Score -1093774 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1094119.125000 Penalty: 4529.499023
	Iteration 10F: 3 clusters Score -1094119 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1094364.500000 Penalty: 4529.499023
	Iteration 11Q: 3 clusters Score -1094364 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1094513.750000 Penalty: 4529.499023
	Iteration 12Q: 3 clusters Score -1094514 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1094627.125000 Penalty: 4529.499023
	Iteration 13Q: 3 clusters Score -1094627 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1094711.125000 Penalty: 4529.499023
	Iteration 14Q: 3 clusters Score -1094711 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1094761.500000 Penalty: 4529.499023
	Iteration 15Q: 3 clusters Score -1094762 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1094801.875000 Penalty: 4529.499023
	Iteration 16Q: 3 clusters Score -1094802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1094829.375000 Penalty: 4529.499023
	Iteration 17Q: 3 clusters Score -1094829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1094848.125000 Penalty: 4529.499023
	Iteration 18Q: 3 clusters Score -1094848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1094863.875000 Penalty: 4529.499023
	Iteration 19Q: 3 clusters Score -1094864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1094871.250000 Penalty: 4529.499023
	Iteration 20F: 3 clusters Score -1094871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1094877.250000 Penalty: 4529.499023
	Iteration 21Q: 3 clusters Score -1094877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1094881.750000 Penalty: 4529.499023
	Iteration 22Q: 3 clusters Score -1094882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1094884.375000 Penalty: 4529.499023
	Iteration 23Q: 3 clusters Score -1094884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1094887.875000 Penalty: 4529.499023
	Iteration 24Q: 3 clusters Score -1094888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1094890.125000 Penalty: 4529.499023
	Iteration 25Q: 3 clusters Score -1094890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1094893.750000 Penalty: 4529.499023
	Iteration 26Q: 3 clusters Score -1094894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1094896.250000 Penalty: 4529.499023
	Iteration 27Q: 3 clusters Score -1094896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1094896.375000 Penalty: 4529.499023
	Iteration 28Q: 3 clusters Score -1094896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1094897.500000 Penalty: 4529.499023
	Iteration 29Q: 3 clusters Score -1094898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1094896.625000 Penalty: 4529.499023
	Iteration 30Q: 3 clusters Score -1094897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1094896.625000 Penalty: 4529.499023
	Iteration 31F: 3 clusters Score -1094897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Entering Unmasked Estep 
Score: -481155.500000 Penalty: 2058.284668
	Iteration 0F: 2 clusters Score -481155.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -477210.593750 Penalty: 4116.569336
	Iteration 0F: 3 clusters Score -477210.6 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -478103.437500 Penalty: 4116.569336
	Iteration 1F: 3 clusters Score -478103.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -478314.906250 Penalty: 4116.569336
	Iteration 2F: 3 clusters Score -478314.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -478444.750000 Penalty: 4116.569336
	Iteration 3F: 3 clusters Score -478444.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -478545.718750 Penalty: 4116.569336
	Iteration 4Q: 3 clusters Score -478545.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -478633.875000 Penalty: 4116.569336
	Iteration 5Q: 3 clusters Score -478633.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -478690.656250 Penalty: 4116.569336
	Iteration 6Q: 3 clusters Score -478690.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -478758.437500 Penalty: 4116.569336
	Iteration 7Q: 3 clusters Score -478758.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -478811.687500 Penalty: 4116.569336
	Iteration 8Q: 3 clusters Score -478811.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -478867.250000 Penalty: 4116.569336
	Iteration 9Q: 3 clusters Score -478867.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -478920.187500 Penalty: 4116.569336
	Iteration 10Q: 3 clusters Score -478920.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -478982.500000 Penalty: 4116.569336
	Iteration 11Q: 3 clusters Score -478982.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -479038.687500 Penalty: 4116.569336
	Iteration 12Q: 3 clusters Score -479038.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -479094.281250 Penalty: 4116.569336
	Iteration 13Q: 3 clusters Score -479094.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -479146.031250 Penalty: 4116.569336
	Iteration 14Q: 3 clusters Score -479146 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -479184.031250 Penalty: 4116.569336
	Iteration 15Q: 3 clusters Score -479184 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -479214.750000 Penalty: 4116.569336
	Iteration 16Q: 3 clusters Score -479214.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -479240.781250 Penalty: 4116.569336
	Iteration 17Q: 3 clusters Score -479240.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -479265.843750 Penalty: 4116.569336
	Iteration 18Q: 3 clusters Score -479265.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -479282.750000 Penalty: 4116.569336
	Iteration 19Q: 3 clusters Score -479282.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -479302.843750 Penalty: 4116.569336
	Iteration 20F: 3 clusters Score -479302.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -479317.718750 Penalty: 4116.569336
	Iteration 21Q: 3 clusters Score -479317.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -479330.375000 Penalty: 4116.569336
	Iteration 22Q: 3 clusters Score -479330.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -479339.875000 Penalty: 4116.569336
	Iteration 23Q: 3 clusters Score -479339.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -479354.968750 Penalty: 4116.569336
	Iteration 24Q: 3 clusters Score -479355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -479366.218750 Penalty: 4116.569336
	Iteration 25Q: 3 clusters Score -479366.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -479381.593750 Penalty: 4116.569336
	Iteration 26Q: 3 clusters Score -479381.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -479395.031250 Penalty: 4116.569336
	Iteration 27Q: 3 clusters Score -479395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -479408.000000 Penalty: 4116.569336
	Iteration 28Q: 3 clusters Score -479408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -479427.812500 Penalty: 4116.569336
	Iteration 29Q: 3 clusters Score -479427.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -479443.468750 Penalty: 4116.569336
	Iteration 30Q: 3 clusters Score -479443.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -479454.656250 Penalty: 4116.569336
	Iteration 31Q: 3 clusters Score -479454.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -479462.843750 Penalty: 4116.569336
	Iteration 32Q: 3 clusters Score -479462.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -479468.593750 Penalty: 4116.569336
	Iteration 33Q: 3 clusters Score -479468.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -479473.843750 Penalty: 4116.569336
	Iteration 34Q: 3 clusters Score -479473.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -479478.312500 Penalty: 4116.569336
	Iteration 35Q: 3 clusters Score -479478.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -479482.937500 Penalty: 4116.569336
	Iteration 36Q: 3 clusters Score -479482.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -479491.281250 Penalty: 4116.569336
	Iteration 37Q: 3 clusters Score -479491.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -479495.937500 Penalty: 4116.569336
	Iteration 38Q: 3 clusters Score -479495.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -479500.656250 Penalty: 4116.569336
	Iteration 39Q: 3 clusters Score -479500.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -479503.156250 Penalty: 4116.569336
	Iteration 40F: 3 clusters Score -479503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -479504.968750 Penalty: 4116.569336
	Iteration 41Q: 3 clusters Score -479505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -479506.031250 Penalty: 4116.569336
	Iteration 42Q: 3 clusters Score -479506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -479506.250000 Penalty: 4116.569336
	Iteration 43Q: 3 clusters Score -479506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -479505.593750 Penalty: 4116.569336
	Iteration 44Q: 3 clusters Score -479505.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -479505.593750 Penalty: 4116.569336
	Iteration 45F: 3 clusters Score -479505.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Entering Unmasked Estep 
Score: -663661.062500 Penalty: 2171.227539
	Iteration 0F: 2 clusters Score -663661.1 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 3223 members 
Entering Unmasked Estep 
Score: -658406.750000 Penalty: 4342.455078
	Iteration 0F: 3 clusters Score -658406.8 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -659935.250000 Penalty: 4342.455078
	Iteration 1F: 3 clusters Score -659935.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -660371.937500 Penalty: 4342.455078
	Iteration 2F: 3 clusters Score -660371.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -660757.062500 Penalty: 4342.455078
	Iteration 3F: 3 clusters Score -660757.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -661098.375000 Penalty: 4342.455078
	Iteration 4F: 3 clusters Score -661098.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -661450.062500 Penalty: 4342.455078
	Iteration 5F: 3 clusters Score -661450.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -661773.125000 Penalty: 4342.455078
	Iteration 6F: 3 clusters Score -661773.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -662054.500000 Penalty: 4342.455078
	Iteration 7Q: 3 clusters Score -662054.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -662303.812500 Penalty: 4342.455078
	Iteration 8Q: 3 clusters Score -662303.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -662520.250000 Penalty: 4342.455078
	Iteration 9Q: 3 clusters Score -662520.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -662680.000000 Penalty: 4342.455078
	Iteration 10Q: 3 clusters Score -662680 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -662783.750000 Penalty: 4342.455078
	Iteration 11Q: 3 clusters Score -662783.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -662854.437500 Penalty: 4342.455078
	Iteration 12Q: 3 clusters Score -662854.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -662901.687500 Penalty: 4342.455078
	Iteration 13Q: 3 clusters Score -662901.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -662941.187500 Penalty: 4342.455078
	Iteration 14Q: 3 clusters Score -662941.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -662969.437500 Penalty: 4342.455078
	Iteration 15Q: 3 clusters Score -662969.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -662990.437500 Penalty: 4342.455078
	Iteration 16Q: 3 clusters Score -662990.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -663010.875000 Penalty: 4342.455078
	Iteration 17Q: 3 clusters Score -663010.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -663028.125000 Penalty: 4342.455078
	Iteration 18Q: 3 clusters Score -663028.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -663041.687500 Penalty: 4342.455078
	Iteration 19Q: 3 clusters Score -663041.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -663056.812500 Penalty: 4342.455078
	Iteration 20F: 3 clusters Score -663056.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -663073.187500 Penalty: 4342.455078
	Iteration 21Q: 3 clusters Score -663073.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -663085.500000 Penalty: 4342.455078
	Iteration 22Q: 3 clusters Score -663085.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -663098.187500 Penalty: 4342.455078
	Iteration 23Q: 3 clusters Score -663098.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -663107.812500 Penalty: 4342.455078
	Iteration 24Q: 3 clusters Score -663107.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -663111.000000 Penalty: 4342.455078
	Iteration 25Q: 3 clusters Score -663111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -663111.187500 Penalty: 4342.455078
	Iteration 26Q: 3 clusters Score -663111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -663111.375000 Penalty: 4342.455078
	Iteration 27Q: 3 clusters Score -663111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -663113.000000 Penalty: 4342.455078
	Iteration 28Q: 3 clusters Score -663113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -663113.250000 Penalty: 4342.455078
	Iteration 29Q: 3 clusters Score -663113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -663111.937500 Penalty: 4342.455078
	Iteration 30Q: 3 clusters Score -663111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -663112.187500 Penalty: 4342.455078
	Iteration 31Q: 3 clusters Score -663112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -663112.187500 Penalty: 4342.455078
	Iteration 32F: 3 clusters Score -663112.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -118846.335938 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -118846.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -116863.859375 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -116863.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117153.875000 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -117153.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117228.187500 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -117228.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117284.179688 Penalty: 3449.973877
	Iteration 3Q: 3 clusters Score -117284.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117332.195312 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -117332.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -117382.492188 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -117382.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -117418.304688 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -117418.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -117442.546875 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -117442.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -117466.812500 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -117466.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -117478.890625 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -117478.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -117484.898438 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -117484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -117490.007812 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -117490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -117497.093750 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -117497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -117504.562500 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -117504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -117506.945312 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -117506.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -117509.656250 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -117509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -117520.398438 Penalty: 3449.973877
	Iteration 16Q: 3 clusters Score -117520.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -117533.984375 Penalty: 3449.973877
	Iteration 17Q: 3 clusters Score -117534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -117544.117188 Penalty: 3449.973877
	Iteration 18Q: 3 clusters Score -117544.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -117554.523438 Penalty: 3449.973877
	Iteration 19Q: 3 clusters Score -117554.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -117562.351562 Penalty: 3449.973877
	Iteration 20F: 3 clusters Score -117562.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -117569.195312 Penalty: 3449.973877
	Iteration 21Q: 3 clusters Score -117569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -117575.554688 Penalty: 3449.973877
	Iteration 22Q: 3 clusters Score -117575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -117581.406250 Penalty: 3449.973877
	Iteration 23Q: 3 clusters Score -117581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -117581.406250 Penalty: 3449.973877
	Iteration 24F: 3 clusters Score -117581.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Entering Unmasked Estep 
Score: -1949641.000000 Penalty: 2405.682129
	Iteration 0F: 2 clusters Score -1949641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1937999.875000 Penalty: 4811.364258
	Iteration 0F: 3 clusters Score -1938000 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1941848.125000 Penalty: 4811.364258
	Iteration 1F: 3 clusters Score -1941848 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1942376.250000 Penalty: 4811.364258
	Iteration 2F: 3 clusters Score -1942376 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1942942.125000 Penalty: 4811.364258
	Iteration 3F: 3 clusters Score -1942942 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1943538.625000 Penalty: 4811.364258
	Iteration 4F: 3 clusters Score -1943539 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1944133.750000 Penalty: 4811.364258
	Iteration 5F: 3 clusters Score -1944134 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1944744.125000 Penalty: 4811.364258
	Iteration 6F: 3 clusters Score -1944744 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1945349.875000 Penalty: 4811.364258
	Iteration 7F: 3 clusters Score -1945350 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1945955.875000 Penalty: 4811.364258
	Iteration 8F: 3 clusters Score -1945956 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1946485.875000 Penalty: 4811.364258
	Iteration 9Q: 3 clusters Score -1946486 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1946944.625000 Penalty: 4811.364258
	Iteration 10Q: 3 clusters Score -1946945 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1947333.000000 Penalty: 4811.364258
	Iteration 11Q: 3 clusters Score -1947333 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1947647.750000 Penalty: 4811.364258
	Iteration 12Q: 3 clusters Score -1947648 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1947854.000000 Penalty: 4811.364258
	Iteration 13Q: 3 clusters Score -1947854 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1947989.125000 Penalty: 4811.364258
	Iteration 14Q: 3 clusters Score -1947989 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1948091.500000 Penalty: 4811.364258
	Iteration 15Q: 3 clusters Score -1948092 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1948189.125000 Penalty: 4811.364258
	Iteration 16Q: 3 clusters Score -1948189 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1948256.125000 Penalty: 4811.364258
	Iteration 17Q: 3 clusters Score -1948256 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1948317.500000 Penalty: 4811.364258
	Iteration 18Q: 3 clusters Score -1948318 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1948359.500000 Penalty: 4811.364258
	Iteration 19Q: 3 clusters Score -1948360 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1948400.250000 Penalty: 4811.364258
	Iteration 20F: 3 clusters Score -1948400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1948425.875000 Penalty: 4811.364258
	Iteration 21Q: 3 clusters Score -1948426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1948437.875000 Penalty: 4811.364258
	Iteration 22Q: 3 clusters Score -1948438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1948453.750000 Penalty: 4811.364258
	Iteration 23Q: 3 clusters Score -1948454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1948466.375000 Penalty: 4811.364258
	Iteration 24Q: 3 clusters Score -1948466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1948474.250000 Penalty: 4811.364258
	Iteration 25Q: 3 clusters Score -1948474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1948476.125000 Penalty: 4811.364258
	Iteration 26Q: 3 clusters Score -1948476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1948477.750000 Penalty: 4811.364258
	Iteration 27Q: 3 clusters Score -1948478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1948483.875000 Penalty: 4811.364258
	Iteration 28Q: 3 clusters Score -1948484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1948486.750000 Penalty: 4811.364258
	Iteration 29Q: 3 clusters Score -1948487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1948488.125000 Penalty: 4811.364258
	Iteration 30Q: 3 clusters Score -1948488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1948487.375000 Penalty: 4811.364258
	Iteration 31Q: 3 clusters Score -1948487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1948495.625000 Penalty: 4811.364258
	Iteration 32Q: 3 clusters Score -1948496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1948497.500000 Penalty: 4811.364258
	Iteration 33Q: 3 clusters Score -1948498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1948505.250000 Penalty: 4811.364258
	Iteration 34Q: 3 clusters Score -1948505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1948512.000000 Penalty: 4811.364258
	Iteration 35Q: 3 clusters Score -1948512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1948516.500000 Penalty: 4811.364258
	Iteration 36Q: 3 clusters Score -1948516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1948521.000000 Penalty: 4811.364258
	Iteration 37Q: 3 clusters Score -1948521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1948523.500000 Penalty: 4811.364258
	Iteration 38Q: 3 clusters Score -1948524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1948524.625000 Penalty: 4811.364258
	Iteration 39Q: 3 clusters Score -1948525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1948525.625000 Penalty: 4811.364258
	Iteration 40F: 3 clusters Score -1948526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1948526.625000 Penalty: 4811.364258
	Iteration 41Q: 3 clusters Score -1948527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1948528.500000 Penalty: 4811.364258
	Iteration 42Q: 3 clusters Score -1948528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1948524.875000 Penalty: 4811.364258
	Iteration 43Q: 3 clusters Score -1948525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1948532.875000 Penalty: 4811.364258
	Iteration 44Q: 3 clusters Score -1948533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1948537.125000 Penalty: 4811.364258
	Iteration 45Q: 3 clusters Score -1948537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1948541.750000 Penalty: 4811.364258
	Iteration 46Q: 3 clusters Score -1948542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1948535.000000 Penalty: 4811.364258
	Iteration 47Q: 3 clusters Score -1948535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1948537.875000 Penalty: 4811.364258
	Iteration 48Q: 3 clusters Score -1948538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1948538.500000 Penalty: 4811.364258
	Iteration 49Q: 3 clusters Score -1948538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1948536.125000 Penalty: 4811.364258
	Iteration 50Q: 3 clusters Score -1948536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1948541.125000 Penalty: 4811.364258
	Iteration 51Q: 3 clusters Score -1948541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1948539.250000 Penalty: 4811.364258
	Iteration 52Q: 3 clusters Score -1948539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1948540.750000 Penalty: 4811.364258
	Iteration 53Q: 3 clusters Score -1948541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1948538.625000 Penalty: 4811.364258
	Iteration 54Q: 3 clusters Score -1948539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1948541.500000 Penalty: 4811.364258
	Iteration 55Q: 3 clusters Score -1948542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1948540.625000 Penalty: 4811.364258
	Iteration 56Q: 3 clusters Score -1948541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1948540.875000 Penalty: 4811.364258
	Iteration 57Q: 3 clusters Score -1948541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1948540.875000 Penalty: 4811.364258
	Iteration 58F: 3 clusters Score -1948541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -151423.140625 Penalty: 1708.618652
	Iteration 0F: 2 clusters Score -151423.1 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 492 members 
Entering Unmasked Estep 
Score: -149511.859375 Penalty: 3417.237305
	Iteration 0F: 3 clusters Score -149511.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -149916.781250 Penalty: 3417.237305
	Iteration 1F: 3 clusters Score -149916.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -150091.812500 Penalty: 3417.237305
	Iteration 2F: 3 clusters Score -150091.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -150184.343750 Penalty: 3417.237305
	Iteration 3Q: 3 clusters Score -150184.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -150262.828125 Penalty: 3417.237305
	Iteration 4Q: 3 clusters Score -150262.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -150390.343750 Penalty: 3417.237305
	Iteration 5Q: 3 clusters Score -150390.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -150590.031250 Penalty: 3417.237305
	Iteration 6Q: 3 clusters Score -150590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -150695.750000 Penalty: 3417.237305
	Iteration 7Q: 3 clusters Score -150695.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -150779.140625 Penalty: 3417.237305
	Iteration 8Q: 3 clusters Score -150779.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -150893.531250 Penalty: 3417.237305
	Iteration 9Q: 3 clusters Score -150893.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -150956.234375 Penalty: 3417.237305
	Iteration 10Q: 3 clusters Score -150956.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -151000.093750 Penalty: 3417.237305
	Iteration 11Q: 3 clusters Score -151000.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -151032.062500 Penalty: 3417.237305
	Iteration 12Q: 3 clusters Score -151032.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -151077.015625 Penalty: 3417.237305
	Iteration 13Q: 3 clusters Score -151077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -151119.984375 Penalty: 3417.237305
	Iteration 14Q: 3 clusters Score -151120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -151149.453125 Penalty: 3417.237305
	Iteration 15Q: 3 clusters Score -151149.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -151179.859375 Penalty: 3417.237305
	Iteration 16Q: 3 clusters Score -151179.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -151217.093750 Penalty: 3417.237305
	Iteration 17Q: 3 clusters Score -151217.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151254.218750 Penalty: 3417.237305
	Iteration 18Q: 3 clusters Score -151254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -151271.656250 Penalty: 3417.237305
	Iteration 19Q: 3 clusters Score -151271.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151300.796875 Penalty: 3417.237305
	Iteration 20F: 3 clusters Score -151300.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -151405.609375 Penalty: 3417.237305
	Iteration 21Q: 3 clusters Score -151405.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -151572.937500 Penalty: 3417.237305
	Iteration 22Q: 3 clusters Score -151572.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -151600.203125 Penalty: 3417.237305
	Iteration 23Q: 3 clusters Score -151600.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -151623.328125 Penalty: 3417.237305
	Iteration 24Q: 3 clusters Score -151623.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -151637.828125 Penalty: 3417.237305
	Iteration 25Q: 3 clusters Score -151637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -151648.328125 Penalty: 3417.237305
	Iteration 26Q: 3 clusters Score -151648.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -151648.328125 Penalty: 3417.237305
	Iteration 27F: 3 clusters Score -151648.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 331 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235318 members 
Mstep: Class 12 contains 8207 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75890 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136322 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 345 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94209 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41847 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16268 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96536 members 
Mstep: Class 36 contains 32335 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12801 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16558 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16019 members 
Mstep: Class 61 contains 28912 members 
Mstep: Class 62 contains 32569 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10040 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 21156 members 
Mstep: Class 80 contains 272 members 
Mstep: Class 81 contains 2400 members 
Mstep: Class 82 contains 637 members 
Entering Unmasked Estep 
Score: -154535552.000000 Penalty: 286492.562500
Splitting cluster 25 changes total score from -154537056.000000 to -154535552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (6272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Entering Unmasked Estep 
Score: -755102.500000 Penalty: 2168.475098
	Iteration 0F: 2 clusters Score -755102.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -749796.000000 Penalty: 4336.950195
	Iteration 0F: 3 clusters Score -749796 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -751133.875000 Penalty: 4336.950195
	Iteration 1F: 3 clusters Score -751133.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -751354.562500 Penalty: 4336.950195
	Iteration 2F: 3 clusters Score -751354.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -751492.312500 Penalty: 4336.950195
	Iteration 3Q: 3 clusters Score -751492.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -751610.125000 Penalty: 4336.950195
	Iteration 4Q: 3 clusters Score -751610.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -751704.687500 Penalty: 4336.950195
	Iteration 5Q: 3 clusters Score -751704.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -751796.375000 Penalty: 4336.950195
	Iteration 6Q: 3 clusters Score -751796.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -751871.750000 Penalty: 4336.950195
	Iteration 7Q: 3 clusters Score -751871.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -751941.750000 Penalty: 4336.950195
	Iteration 8Q: 3 clusters Score -751941.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -752004.312500 Penalty: 4336.950195
	Iteration 9Q: 3 clusters Score -752004.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -752062.500000 Penalty: 4336.950195
	Iteration 10Q: 3 clusters Score -752062.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -752129.312500 Penalty: 4336.950195
	Iteration 11Q: 3 clusters Score -752129.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -752190.250000 Penalty: 4336.950195
	Iteration 12Q: 3 clusters Score -752190.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -752258.125000 Penalty: 4336.950195
	Iteration 13Q: 3 clusters Score -752258.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -752316.937500 Penalty: 4336.950195
	Iteration 14Q: 3 clusters Score -752316.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -752369.500000 Penalty: 4336.950195
	Iteration 15Q: 3 clusters Score -752369.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -752422.812500 Penalty: 4336.950195
	Iteration 16Q: 3 clusters Score -752422.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -752474.125000 Penalty: 4336.950195
	Iteration 17Q: 3 clusters Score -752474.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -752512.437500 Penalty: 4336.950195
	Iteration 18Q: 3 clusters Score -752512.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -752550.125000 Penalty: 4336.950195
	Iteration 19Q: 3 clusters Score -752550.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -752579.875000 Penalty: 4336.950195
	Iteration 20F: 3 clusters Score -752579.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -752601.375000 Penalty: 4336.950195
	Iteration 21Q: 3 clusters Score -752601.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -752626.000000 Penalty: 4336.950195
	Iteration 22Q: 3 clusters Score -752626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -752646.125000 Penalty: 4336.950195
	Iteration 23Q: 3 clusters Score -752646.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -752662.562500 Penalty: 4336.950195
	Iteration 24Q: 3 clusters Score -752662.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -752682.375000 Penalty: 4336.950195
	Iteration 25Q: 3 clusters Score -752682.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -752700.062500 Penalty: 4336.950195
	Iteration 26Q: 3 clusters Score -752700.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -752714.187500 Penalty: 4336.950195
	Iteration 27Q: 3 clusters Score -752714.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -752725.750000 Penalty: 4336.950195
	Iteration 28Q: 3 clusters Score -752725.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -752734.312500 Penalty: 4336.950195
	Iteration 29Q: 3 clusters Score -752734.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -752742.500000 Penalty: 4336.950195
	Iteration 30Q: 3 clusters Score -752742.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -752749.187500 Penalty: 4336.950195
	Iteration 31Q: 3 clusters Score -752749.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -752755.312500 Penalty: 4336.950195
	Iteration 32Q: 3 clusters Score -752755.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -752761.562500 Penalty: 4336.950195
	Iteration 33Q: 3 clusters Score -752761.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -752767.187500 Penalty: 4336.950195
	Iteration 34Q: 3 clusters Score -752767.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -752770.750000 Penalty: 4336.950195
	Iteration 35Q: 3 clusters Score -752770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -752773.250000 Penalty: 4336.950195
	Iteration 36Q: 3 clusters Score -752773.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -752774.187500 Penalty: 4336.950195
	Iteration 37Q: 3 clusters Score -752774.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -752777.625000 Penalty: 4336.950195
	Iteration 38Q: 3 clusters Score -752777.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -752779.312500 Penalty: 4336.950195
	Iteration 39Q: 3 clusters Score -752779.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -752781.750000 Penalty: 4336.950195
	Iteration 40F: 3 clusters Score -752781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -752784.062500 Penalty: 4336.950195
	Iteration 41Q: 3 clusters Score -752784.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -752782.562500 Penalty: 4336.950195
	Iteration 42Q: 3 clusters Score -752782.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -752782.562500 Penalty: 4336.950195
	Iteration 43F: 3 clusters Score -752782.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Entering Unmasked Estep 
Score: -2162563.000000 Penalty: 2421.912354
	Iteration 0F: 2 clusters Score -2162563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2150150.000000 Penalty: 4843.824707
	Iteration 0F: 3 clusters Score -2150150 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2154150.250000 Penalty: 4843.824707
	Iteration 1F: 3 clusters Score -2154150 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2154574.500000 Penalty: 4843.824707
	Iteration 2F: 3 clusters Score -2154574 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2154976.750000 Penalty: 4843.824707
	Iteration 3Q: 3 clusters Score -2154977 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2155408.000000 Penalty: 4843.824707
	Iteration 4Q: 3 clusters Score -2155408 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2155906.000000 Penalty: 4843.824707
	Iteration 5F: 3 clusters Score -2155906 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2156431.250000 Penalty: 4843.824707
	Iteration 6Q: 3 clusters Score -2156431 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2156893.500000 Penalty: 4843.824707
	Iteration 7Q: 3 clusters Score -2156894 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2157335.000000 Penalty: 4843.824707
	Iteration 8Q: 3 clusters Score -2157335 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2157710.750000 Penalty: 4843.824707
	Iteration 9Q: 3 clusters Score -2157711 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2158072.750000 Penalty: 4843.824707
	Iteration 10Q: 3 clusters Score -2158073 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2158366.500000 Penalty: 4843.824707
	Iteration 11Q: 3 clusters Score -2158366 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2158581.500000 Penalty: 4843.824707
	Iteration 12Q: 3 clusters Score -2158582 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2158729.000000 Penalty: 4843.824707
	Iteration 13Q: 3 clusters Score -2158729 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2158833.500000 Penalty: 4843.824707
	Iteration 14Q: 3 clusters Score -2158834 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2158871.000000 Penalty: 4843.824707
	Iteration 15Q: 3 clusters Score -2158871 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2158913.750000 Penalty: 4843.824707
	Iteration 16Q: 3 clusters Score -2158914 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2158952.750000 Penalty: 4843.824707
	Iteration 17Q: 3 clusters Score -2158953 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2158971.500000 Penalty: 4843.824707
	Iteration 18Q: 3 clusters Score -2158972 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2159011.250000 Penalty: 4843.824707
	Iteration 19Q: 3 clusters Score -2159011 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2159064.250000 Penalty: 4843.824707
	Iteration 20F: 3 clusters Score -2159064 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2159097.250000 Penalty: 4843.824707
	Iteration 21Q: 3 clusters Score -2159097 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2159127.000000 Penalty: 4843.824707
	Iteration 22Q: 3 clusters Score -2159127 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2159165.000000 Penalty: 4843.824707
	Iteration 23Q: 3 clusters Score -2159165 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2159193.500000 Penalty: 4843.824707
	Iteration 24Q: 3 clusters Score -2159194 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2159239.500000 Penalty: 4843.824707
	Iteration 25Q: 3 clusters Score -2159240 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2159292.000000 Penalty: 4843.824707
	Iteration 26Q: 3 clusters Score -2159292 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2159344.500000 Penalty: 4843.824707
	Iteration 27Q: 3 clusters Score -2159344 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2159405.000000 Penalty: 4843.824707
	Iteration 28Q: 3 clusters Score -2159405 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2159459.750000 Penalty: 4843.824707
	Iteration 29Q: 3 clusters Score -2159460 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2159517.000000 Penalty: 4843.824707
	Iteration 30Q: 3 clusters Score -2159517 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2159563.250000 Penalty: 4843.824707
	Iteration 31Q: 3 clusters Score -2159563 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2159605.250000 Penalty: 4843.824707
	Iteration 32Q: 3 clusters Score -2159605 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2159648.500000 Penalty: 4843.824707
	Iteration 33Q: 3 clusters Score -2159648 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2159700.500000 Penalty: 4843.824707
	Iteration 34Q: 3 clusters Score -2159700 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2159767.250000 Penalty: 4843.824707
	Iteration 35Q: 3 clusters Score -2159767 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2159825.250000 Penalty: 4843.824707
	Iteration 36Q: 3 clusters Score -2159825 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2159879.000000 Penalty: 4843.824707
	Iteration 37Q: 3 clusters Score -2159879 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2159924.750000 Penalty: 4843.824707
	Iteration 38Q: 3 clusters Score -2159925 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2159971.500000 Penalty: 4843.824707
	Iteration 39Q: 3 clusters Score -2159972 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2160024.000000 Penalty: 4843.824707
	Iteration 40F: 3 clusters Score -2160024 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2160087.750000 Penalty: 4843.824707
	Iteration 41Q: 3 clusters Score -2160088 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2160151.250000 Penalty: 4843.824707
	Iteration 42Q: 3 clusters Score -2160151 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2160213.750000 Penalty: 4843.824707
	Iteration 43Q: 3 clusters Score -2160214 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2160255.000000 Penalty: 4843.824707
	Iteration 44Q: 3 clusters Score -2160255 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2160304.000000 Penalty: 4843.824707
	Iteration 45Q: 3 clusters Score -2160304 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2160354.250000 Penalty: 4843.824707
	Iteration 46Q: 3 clusters Score -2160354 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2160395.000000 Penalty: 4843.824707
	Iteration 47Q: 3 clusters Score -2160395 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2160428.250000 Penalty: 4843.824707
	Iteration 48Q: 3 clusters Score -2160428 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2160458.000000 Penalty: 4843.824707
	Iteration 49Q: 3 clusters Score -2160458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2160481.000000 Penalty: 4843.824707
	Iteration 50Q: 3 clusters Score -2160481 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2160511.500000 Penalty: 4843.824707
	Iteration 51Q: 3 clusters Score -2160512 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2160552.500000 Penalty: 4843.824707
	Iteration 52Q: 3 clusters Score -2160552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2160562.250000 Penalty: 4843.824707
	Iteration 53Q: 3 clusters Score -2160562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2160577.500000 Penalty: 4843.824707
	Iteration 54Q: 3 clusters Score -2160578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2160582.500000 Penalty: 4843.824707
	Iteration 55Q: 3 clusters Score -2160582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2160599.000000 Penalty: 4843.824707
	Iteration 56Q: 3 clusters Score -2160599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2160605.500000 Penalty: 4843.824707
	Iteration 57Q: 3 clusters Score -2160606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2160623.000000 Penalty: 4843.824707
	Iteration 58Q: 3 clusters Score -2160623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2160624.250000 Penalty: 4843.824707
	Iteration 59Q: 3 clusters Score -2160624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2160631.250000 Penalty: 4843.824707
	Iteration 60F: 3 clusters Score -2160631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2160631.500000 Penalty: 4843.824707
	Iteration 61Q: 3 clusters Score -2160632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2160631.500000 Penalty: 4843.824707
	Iteration 62Q: 3 clusters Score -2160632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2160632.500000 Penalty: 4843.824707
	Iteration 63Q: 3 clusters Score -2160632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2160637.250000 Penalty: 4843.824707
	Iteration 64Q: 3 clusters Score -2160637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2160636.750000 Penalty: 4843.824707
	Iteration 65Q: 3 clusters Score -2160637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2160638.500000 Penalty: 4843.824707
	Iteration 66Q: 3 clusters Score -2160638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2160647.250000 Penalty: 4843.824707
	Iteration 67Q: 3 clusters Score -2160647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2160654.250000 Penalty: 4843.824707
	Iteration 68Q: 3 clusters Score -2160654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2160658.500000 Penalty: 4843.824707
	Iteration 69Q: 3 clusters Score -2160658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2160665.250000 Penalty: 4843.824707
	Iteration 70Q: 3 clusters Score -2160665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2160669.500000 Penalty: 4843.824707
	Iteration 71Q: 3 clusters Score -2160670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2160670.250000 Penalty: 4843.824707
	Iteration 72Q: 3 clusters Score -2160670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2160670.500000 Penalty: 4843.824707
	Iteration 73Q: 3 clusters Score -2160670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2160673.500000 Penalty: 4843.824707
	Iteration 74Q: 3 clusters Score -2160674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2160672.500000 Penalty: 4843.824707
	Iteration 75Q: 3 clusters Score -2160672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2160672.500000 Penalty: 4843.824707
	Iteration 76F: 3 clusters Score -2160672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -264821.906250 Penalty: 1915.443481
	Iteration 0F: 2 clusters Score -264821.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -262010.765625 Penalty: 3830.886963
	Iteration 0F: 3 clusters Score -262010.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -262556.125000 Penalty: 3830.886963
	Iteration 1F: 3 clusters Score -262556.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -262750.562500 Penalty: 3830.886963
	Iteration 2F: 3 clusters Score -262750.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -262869.500000 Penalty: 3830.886963
	Iteration 3F: 3 clusters Score -262869.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -262944.937500 Penalty: 3830.886963
	Iteration 4Q: 3 clusters Score -262944.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -263029.406250 Penalty: 3830.886963
	Iteration 5Q: 3 clusters Score -263029.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -263128.750000 Penalty: 3830.886963
	Iteration 6Q: 3 clusters Score -263128.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -263225.500000 Penalty: 3830.886963
	Iteration 7Q: 3 clusters Score -263225.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -263328.343750 Penalty: 3830.886963
	Iteration 8Q: 3 clusters Score -263328.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -263424.937500 Penalty: 3830.886963
	Iteration 9Q: 3 clusters Score -263424.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -263491.750000 Penalty: 3830.886963
	Iteration 10Q: 3 clusters Score -263491.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -263545.250000 Penalty: 3830.886963
	Iteration 11Q: 3 clusters Score -263545.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -263583.687500 Penalty: 3830.886963
	Iteration 12Q: 3 clusters Score -263583.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -263620.093750 Penalty: 3830.886963
	Iteration 13Q: 3 clusters Score -263620.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -263648.875000 Penalty: 3830.886963
	Iteration 14Q: 3 clusters Score -263648.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -263679.187500 Penalty: 3830.886963
	Iteration 15Q: 3 clusters Score -263679.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -263702.875000 Penalty: 3830.886963
	Iteration 16Q: 3 clusters Score -263702.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -263719.468750 Penalty: 3830.886963
	Iteration 17Q: 3 clusters Score -263719.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -263734.718750 Penalty: 3830.886963
	Iteration 18Q: 3 clusters Score -263734.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -263747.593750 Penalty: 3830.886963
	Iteration 19Q: 3 clusters Score -263747.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -263758.593750 Penalty: 3830.886963
	Iteration 20F: 3 clusters Score -263758.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -263762.156250 Penalty: 3830.886963
	Iteration 21Q: 3 clusters Score -263762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -263763.343750 Penalty: 3830.886963
	Iteration 22Q: 3 clusters Score -263763.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -263765.156250 Penalty: 3830.886963
	Iteration 23Q: 3 clusters Score -263765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -263766.875000 Penalty: 3830.886963
	Iteration 24Q: 3 clusters Score -263766.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -263768.281250 Penalty: 3830.886963
	Iteration 25Q: 3 clusters Score -263768.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -263771.031250 Penalty: 3830.886963
	Iteration 26Q: 3 clusters Score -263771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -263775.375000 Penalty: 3830.886963
	Iteration 27Q: 3 clusters Score -263775.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -263777.625000 Penalty: 3830.886963
	Iteration 28Q: 3 clusters Score -263777.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -263780.625000 Penalty: 3830.886963
	Iteration 29Q: 3 clusters Score -263780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -263782.625000 Penalty: 3830.886963
	Iteration 30Q: 3 clusters Score -263782.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -263782.625000 Penalty: 3830.886963
	Iteration 31F: 3 clusters Score -263782.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (94209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Entering Unmasked Estep 
Score: -11450283.000000 Penalty: 2840.411133
	Iteration 0F: 2 clusters Score -1.145028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -11387044.000000 Penalty: 5680.822266
	Iteration 0F: 3 clusters Score -1.138704e+07 nChanged 44740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -11412289.000000 Penalty: 5680.822266
	Iteration 1F: 3 clusters Score -1.141229e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -11413154.000000 Penalty: 5680.822266
	Iteration 2Q: 3 clusters Score -1.141315e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -11414534.000000 Penalty: 5680.822266
	Iteration 3Q: 3 clusters Score -1.141453e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -11416763.000000 Penalty: 5680.822266
	Iteration 4F: 3 clusters Score -1.141676e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -11420410.000000 Penalty: 5680.822266
	Iteration 5F: 3 clusters Score -1.142041e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -11425727.000000 Penalty: 5680.822266
	Iteration 6F: 3 clusters Score -1.142573e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 76815 members 
Entering Unmasked Estep 
Score: -11431990.000000 Penalty: 5680.822266
	Iteration 7F: 3 clusters Score -1.143199e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -11438052.000000 Penalty: 5680.822266
	Iteration 8F: 3 clusters Score -1.143805e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 88504 members 
Entering Unmasked Estep 
Score: -11442663.000000 Penalty: 5680.822266
	Iteration 9F: 3 clusters Score -1.144266e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 91519 members 
Entering Unmasked Estep 
Score: -11445544.000000 Penalty: 5680.822266
	Iteration 10Q: 3 clusters Score -1.144554e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
Score: -11446955.000000 Penalty: 5680.822266
	Iteration 11Q: 3 clusters Score -1.144696e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 93447 members 
Entering Unmasked Estep 
Score: -11447469.000000 Penalty: 5680.822266
	Iteration 12Q: 3 clusters Score -1.144747e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -11447703.000000 Penalty: 5680.822266
	Iteration 13Q: 3 clusters Score -1.14477e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 93695 members 
Entering Unmasked Estep 
Score: -11447795.000000 Penalty: 5680.822266
	Iteration 14Q: 3 clusters Score -1.14478e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 93722 members 
Entering Unmasked Estep 
Score: -11447847.000000 Penalty: 5680.822266
	Iteration 15Q: 3 clusters Score -1.144785e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 93741 members 
Entering Unmasked Estep 
Score: -11447899.000000 Penalty: 5680.822266
	Iteration 16Q: 3 clusters Score -1.14479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -11447934.000000 Penalty: 5680.822266
	Iteration 17Q: 3 clusters Score -1.144793e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 93748 members 
Entering Unmasked Estep 
Score: -11447968.000000 Penalty: 5680.822266
	Iteration 18Q: 3 clusters Score -1.144797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 93750 members 
Entering Unmasked Estep 
Score: -11447961.000000 Penalty: 5680.822266
	Iteration 19Q: 3 clusters Score -1.144796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -11447983.000000 Penalty: 5680.822266
	Iteration 20F: 3 clusters Score -1.144798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 93746 members 
Entering Unmasked Estep 
Score: -11447979.000000 Penalty: 5680.822266
	Iteration 21Q: 3 clusters Score -1.144798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 93744 members 
Entering Unmasked Estep 
Score: -11447988.000000 Penalty: 5680.822266
	Iteration 22Q: 3 clusters Score -1.144799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -11447998.000000 Penalty: 5680.822266
	Iteration 23Q: 3 clusters Score -1.1448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 93740 members 
Entering Unmasked Estep 
Score: -11448003.000000 Penalty: 5680.822266
	Iteration 24Q: 3 clusters Score -1.1448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -11448015.000000 Penalty: 5680.822266
	Iteration 25Q: 3 clusters Score -1.144802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -11448008.000000 Penalty: 5680.822266
	Iteration 26Q: 3 clusters Score -1.144801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -11448002.000000 Penalty: 5680.822266
	Iteration 27Q: 3 clusters Score -1.1448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 93744 members 
Entering Unmasked Estep 
Score: -11448004.000000 Penalty: 5680.822266
	Iteration 28Q: 3 clusters Score -1.1448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 93744 members 
Entering Unmasked Estep 
Score: -11448004.000000 Penalty: 5680.822266
	Iteration 29F: 3 clusters Score -1.1448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -545410.750000 Penalty: 2092.929443
	Iteration 0F: 2 clusters Score -545410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -541131.812500 Penalty: 4185.858887
	Iteration 0F: 3 clusters Score -541131.8 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -542276.000000 Penalty: 4185.858887
	Iteration 1F: 3 clusters Score -542276 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -542706.000000 Penalty: 4185.858887
	Iteration 2F: 3 clusters Score -542706 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -543124.000000 Penalty: 4185.858887
	Iteration 3F: 3 clusters Score -543124 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -543530.687500 Penalty: 4185.858887
	Iteration 4F: 3 clusters Score -543530.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -543919.937500 Penalty: 4185.858887
	Iteration 5F: 3 clusters Score -543919.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -544195.750000 Penalty: 4185.858887
	Iteration 6F: 3 clusters Score -544195.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -544368.000000 Penalty: 4185.858887
	Iteration 7Q: 3 clusters Score -544368 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -544493.437500 Penalty: 4185.858887
	Iteration 8Q: 3 clusters Score -544493.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -544577.687500 Penalty: 4185.858887
	Iteration 9Q: 3 clusters Score -544577.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -544633.375000 Penalty: 4185.858887
	Iteration 10Q: 3 clusters Score -544633.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -544684.000000 Penalty: 4185.858887
	Iteration 11Q: 3 clusters Score -544684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -544736.375000 Penalty: 4185.858887
	Iteration 12Q: 3 clusters Score -544736.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -544782.562500 Penalty: 4185.858887
	Iteration 13Q: 3 clusters Score -544782.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -544825.000000 Penalty: 4185.858887
	Iteration 14Q: 3 clusters Score -544825 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -544867.125000 Penalty: 4185.858887
	Iteration 15Q: 3 clusters Score -544867.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -544893.625000 Penalty: 4185.858887
	Iteration 16Q: 3 clusters Score -544893.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -544909.812500 Penalty: 4185.858887
	Iteration 17Q: 3 clusters Score -544909.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -544926.875000 Penalty: 4185.858887
	Iteration 18Q: 3 clusters Score -544926.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -544944.562500 Penalty: 4185.858887
	Iteration 19Q: 3 clusters Score -544944.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -544954.750000 Penalty: 4185.858887
	Iteration 20F: 3 clusters Score -544954.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -544960.562500 Penalty: 4185.858887
	Iteration 21Q: 3 clusters Score -544960.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -544963.437500 Penalty: 4185.858887
	Iteration 22Q: 3 clusters Score -544963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -544962.437500 Penalty: 4185.858887
	Iteration 23Q: 3 clusters Score -544962.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -544963.937500 Penalty: 4185.858887
	Iteration 24Q: 3 clusters Score -544963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -544964.187500 Penalty: 4185.858887
	Iteration 25Q: 3 clusters Score -544964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -544965.812500 Penalty: 4185.858887
	Iteration 26Q: 3 clusters Score -544965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -544965.750000 Penalty: 4185.858887
	Iteration 27Q: 3 clusters Score -544965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -544965.750000 Penalty: 4185.858887
	Iteration 28F: 3 clusters Score -544965.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (41847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Entering Unmasked Estep 
Score: -5062116.000000 Penalty: 2639.160156
	Iteration 0F: 2 clusters Score -5062116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -5033911.500000 Penalty: 5278.320312
	Iteration 0F: 3 clusters Score -5033912 nChanged 19193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -5044876.500000 Penalty: 5278.320312
	Iteration 1F: 3 clusters Score -5044876 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -5045780.500000 Penalty: 5278.320312
	Iteration 2F: 3 clusters Score -5045780 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -5046822.500000 Penalty: 5278.320312
	Iteration 3F: 3 clusters Score -5046822 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -5047929.500000 Penalty: 5278.320312
	Iteration 4F: 3 clusters Score -5047930 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -5049153.500000 Penalty: 5278.320312
	Iteration 5F: 3 clusters Score -5049154 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -5050548.000000 Penalty: 5278.320312
	Iteration 6F: 3 clusters Score -5050548 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -5052116.500000 Penalty: 5278.320312
	Iteration 7F: 3 clusters Score -5052116 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -5053783.000000 Penalty: 5278.320312
	Iteration 8F: 3 clusters Score -5053783 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -5055503.500000 Penalty: 5278.320312
	Iteration 9F: 3 clusters Score -5055504 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5057131.500000 Penalty: 5278.320312
	Iteration 10Q: 3 clusters Score -5057132 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -5058338.000000 Penalty: 5278.320312
	Iteration 11Q: 3 clusters Score -5058338 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -5059051.500000 Penalty: 5278.320312
	Iteration 12Q: 3 clusters Score -5059052 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -5059430.000000 Penalty: 5278.320312
	Iteration 13Q: 3 clusters Score -5059430 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -5059642.000000 Penalty: 5278.320312
	Iteration 14Q: 3 clusters Score -5059642 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -5059772.000000 Penalty: 5278.320312
	Iteration 15Q: 3 clusters Score -5059772 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -5059863.000000 Penalty: 5278.320312
	Iteration 16Q: 3 clusters Score -5059863 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -5059898.500000 Penalty: 5278.320312
	Iteration 17Q: 3 clusters Score -5059898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -5059945.500000 Penalty: 5278.320312
	Iteration 18Q: 3 clusters Score -5059946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -5059985.500000 Penalty: 5278.320312
	Iteration 19Q: 3 clusters Score -5059986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -5060036.500000 Penalty: 5278.320312
	Iteration 20F: 3 clusters Score -5060036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -5060087.000000 Penalty: 5278.320312
	Iteration 21Q: 3 clusters Score -5060087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -5060129.000000 Penalty: 5278.320312
	Iteration 22Q: 3 clusters Score -5060129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -5060149.500000 Penalty: 5278.320312
	Iteration 23Q: 3 clusters Score -5060150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -5060156.500000 Penalty: 5278.320312
	Iteration 24Q: 3 clusters Score -5060156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -5060171.000000 Penalty: 5278.320312
	Iteration 25Q: 3 clusters Score -5060171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -5060172.000000 Penalty: 5278.320312
	Iteration 26Q: 3 clusters Score -5060172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -5060175.500000 Penalty: 5278.320312
	Iteration 27Q: 3 clusters Score -5060176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -5060177.000000 Penalty: 5278.320312
	Iteration 28Q: 3 clusters Score -5060177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -5060177.500000 Penalty: 5278.320312
	Iteration 29Q: 3 clusters Score -5060178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -5060179.000000 Penalty: 5278.320312
	Iteration 30Q: 3 clusters Score -5060179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -5060186.000000 Penalty: 5278.320312
	Iteration 31Q: 3 clusters Score -5060186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -5060186.000000 Penalty: 5278.320312
	Iteration 32F: 3 clusters Score -5060186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -509894.125000 Penalty: 2108.968506
	Iteration 0F: 2 clusters Score -509894.1 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 2517 members 
Entering Unmasked Estep 
Score: -505520.437500 Penalty: 4217.937012
	Iteration 0F: 3 clusters Score -505520.4 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -506763.468750 Penalty: 4217.937012
	Iteration 1F: 3 clusters Score -506763.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -507091.687500 Penalty: 4217.937012
	Iteration 2F: 3 clusters Score -507091.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -507311.625000 Penalty: 4217.937012
	Iteration 3F: 3 clusters Score -507311.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -507475.468750 Penalty: 4217.937012
	Iteration 4Q: 3 clusters Score -507475.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -507624.031250 Penalty: 4217.937012
	Iteration 5Q: 3 clusters Score -507624 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -507769.875000 Penalty: 4217.937012
	Iteration 6Q: 3 clusters Score -507769.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -507899.906250 Penalty: 4217.937012
	Iteration 7Q: 3 clusters Score -507899.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -508030.687500 Penalty: 4217.937012
	Iteration 8Q: 3 clusters Score -508030.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -508151.656250 Penalty: 4217.937012
	Iteration 9Q: 3 clusters Score -508151.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -508275.250000 Penalty: 4217.937012
	Iteration 10Q: 3 clusters Score -508275.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -508379.593750 Penalty: 4217.937012
	Iteration 11Q: 3 clusters Score -508379.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -508440.375000 Penalty: 4217.937012
	Iteration 12Q: 3 clusters Score -508440.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -508501.843750 Penalty: 4217.937012
	Iteration 13Q: 3 clusters Score -508501.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -508551.000000 Penalty: 4217.937012
	Iteration 14Q: 3 clusters Score -508551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -508590.375000 Penalty: 4217.937012
	Iteration 15Q: 3 clusters Score -508590.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -508629.093750 Penalty: 4217.937012
	Iteration 16Q: 3 clusters Score -508629.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -508654.156250 Penalty: 4217.937012
	Iteration 17Q: 3 clusters Score -508654.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -508676.531250 Penalty: 4217.937012
	Iteration 18Q: 3 clusters Score -508676.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -508701.531250 Penalty: 4217.937012
	Iteration 19Q: 3 clusters Score -508701.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -508723.593750 Penalty: 4217.937012
	Iteration 20F: 3 clusters Score -508723.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -508751.062500 Penalty: 4217.937012
	Iteration 21Q: 3 clusters Score -508751.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -508771.000000 Penalty: 4217.937012
	Iteration 22Q: 3 clusters Score -508771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -508785.875000 Penalty: 4217.937012
	Iteration 23Q: 3 clusters Score -508785.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -508805.312500 Penalty: 4217.937012
	Iteration 24Q: 3 clusters Score -508805.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -508827.656250 Penalty: 4217.937012
	Iteration 25Q: 3 clusters Score -508827.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -508852.937500 Penalty: 4217.937012
	Iteration 26Q: 3 clusters Score -508852.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -508871.593750 Penalty: 4217.937012
	Iteration 27Q: 3 clusters Score -508871.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -508887.312500 Penalty: 4217.937012
	Iteration 28Q: 3 clusters Score -508887.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -508899.562500 Penalty: 4217.937012
	Iteration 29Q: 3 clusters Score -508899.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -508917.187500 Penalty: 4217.937012
	Iteration 30Q: 3 clusters Score -508917.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -508934.750000 Penalty: 4217.937012
	Iteration 31Q: 3 clusters Score -508934.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -508951.312500 Penalty: 4217.937012
	Iteration 32Q: 3 clusters Score -508951.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -508971.156250 Penalty: 4217.937012
	Iteration 33Q: 3 clusters Score -508971.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -508996.781250 Penalty: 4217.937012
	Iteration 34Q: 3 clusters Score -508996.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -509019.843750 Penalty: 4217.937012
	Iteration 35Q: 3 clusters Score -509019.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -509031.062500 Penalty: 4217.937012
	Iteration 36Q: 3 clusters Score -509031.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -509041.937500 Penalty: 4217.937012
	Iteration 37Q: 3 clusters Score -509041.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -509055.656250 Penalty: 4217.937012
	Iteration 38Q: 3 clusters Score -509055.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -509065.750000 Penalty: 4217.937012
	Iteration 39Q: 3 clusters Score -509065.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -509076.718750 Penalty: 4217.937012
	Iteration 40F: 3 clusters Score -509076.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -509081.937500 Penalty: 4217.937012
	Iteration 41Q: 3 clusters Score -509081.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -509090.781250 Penalty: 4217.937012
	Iteration 42Q: 3 clusters Score -509090.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -509095.750000 Penalty: 4217.937012
	Iteration 43Q: 3 clusters Score -509095.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -509099.406250 Penalty: 4217.937012
	Iteration 44Q: 3 clusters Score -509099.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -509100.062500 Penalty: 4217.937012
	Iteration 45Q: 3 clusters Score -509100.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -509102.218750 Penalty: 4217.937012
	Iteration 46Q: 3 clusters Score -509102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -509104.687500 Penalty: 4217.937012
	Iteration 47Q: 3 clusters Score -509104.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -509106.468750 Penalty: 4217.937012
	Iteration 48Q: 3 clusters Score -509106.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -509108.031250 Penalty: 4217.937012
	Iteration 49Q: 3 clusters Score -509108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -509108.843750 Penalty: 4217.937012
	Iteration 50Q: 3 clusters Score -509108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -509110.343750 Penalty: 4217.937012
	Iteration 51Q: 3 clusters Score -509110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -509110.156250 Penalty: 4217.937012
	Iteration 52Q: 3 clusters Score -509110.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -509110.156250 Penalty: 4217.937012
	Iteration 53F: 3 clusters Score -509110.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Entering Unmasked Estep 
Score: -1950781.750000 Penalty: 2404.844971
	Iteration 0F: 2 clusters Score -1950782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1938966.125000 Penalty: 4809.689941
	Iteration 0F: 3 clusters Score -1938966 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1942751.750000 Penalty: 4809.689941
	Iteration 1F: 3 clusters Score -1942752 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1943125.000000 Penalty: 4809.689941
	Iteration 2F: 3 clusters Score -1943125 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1943434.750000 Penalty: 4809.689941
	Iteration 3F: 3 clusters Score -1943435 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1943696.125000 Penalty: 4809.689941
	Iteration 4Q: 3 clusters Score -1943696 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1943929.875000 Penalty: 4809.689941
	Iteration 5Q: 3 clusters Score -1943930 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1944188.000000 Penalty: 4809.689941
	Iteration 6Q: 3 clusters Score -1944188 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1944494.625000 Penalty: 4809.689941
	Iteration 7Q: 3 clusters Score -1944495 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1944824.500000 Penalty: 4809.689941
	Iteration 8Q: 3 clusters Score -1944824 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1945191.250000 Penalty: 4809.689941
	Iteration 9Q: 3 clusters Score -1945191 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1945589.750000 Penalty: 4809.689941
	Iteration 10Q: 3 clusters Score -1945590 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1945969.750000 Penalty: 4809.689941
	Iteration 11Q: 3 clusters Score -1945970 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1946299.750000 Penalty: 4809.689941
	Iteration 12Q: 3 clusters Score -1946300 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1946508.750000 Penalty: 4809.689941
	Iteration 13Q: 3 clusters Score -1946509 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1946703.125000 Penalty: 4809.689941
	Iteration 14Q: 3 clusters Score -1946703 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1946868.750000 Penalty: 4809.689941
	Iteration 15Q: 3 clusters Score -1946869 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1947001.750000 Penalty: 4809.689941
	Iteration 16Q: 3 clusters Score -1947002 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1947162.000000 Penalty: 4809.689941
	Iteration 17Q: 3 clusters Score -1947162 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1947331.250000 Penalty: 4809.689941
	Iteration 18Q: 3 clusters Score -1947331 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1947533.625000 Penalty: 4809.689941
	Iteration 19Q: 3 clusters Score -1947534 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1947733.125000 Penalty: 4809.689941
	Iteration 20F: 3 clusters Score -1947733 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1947901.375000 Penalty: 4809.689941
	Iteration 21Q: 3 clusters Score -1947901 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1948041.000000 Penalty: 4809.689941
	Iteration 22Q: 3 clusters Score -1948041 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1948149.875000 Penalty: 4809.689941
	Iteration 23Q: 3 clusters Score -1948150 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1948256.625000 Penalty: 4809.689941
	Iteration 24Q: 3 clusters Score -1948257 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1948343.750000 Penalty: 4809.689941
	Iteration 25Q: 3 clusters Score -1948344 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1948454.750000 Penalty: 4809.689941
	Iteration 26Q: 3 clusters Score -1948455 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1948543.875000 Penalty: 4809.689941
	Iteration 27Q: 3 clusters Score -1948544 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1948608.250000 Penalty: 4809.689941
	Iteration 28Q: 3 clusters Score -1948608 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1948662.875000 Penalty: 4809.689941
	Iteration 29Q: 3 clusters Score -1948663 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1948705.875000 Penalty: 4809.689941
	Iteration 30Q: 3 clusters Score -1948706 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1948738.250000 Penalty: 4809.689941
	Iteration 31Q: 3 clusters Score -1948738 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1948764.875000 Penalty: 4809.689941
	Iteration 32Q: 3 clusters Score -1948765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1948784.500000 Penalty: 4809.689941
	Iteration 33Q: 3 clusters Score -1948784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1948796.125000 Penalty: 4809.689941
	Iteration 34Q: 3 clusters Score -1948796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1948811.625000 Penalty: 4809.689941
	Iteration 35Q: 3 clusters Score -1948812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1948820.875000 Penalty: 4809.689941
	Iteration 36Q: 3 clusters Score -1948821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1948832.250000 Penalty: 4809.689941
	Iteration 37Q: 3 clusters Score -1948832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1948838.750000 Penalty: 4809.689941
	Iteration 38Q: 3 clusters Score -1948839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1948841.000000 Penalty: 4809.689941
	Iteration 39Q: 3 clusters Score -1948841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1948849.375000 Penalty: 4809.689941
	Iteration 40F: 3 clusters Score -1948849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1948853.625000 Penalty: 4809.689941
	Iteration 41Q: 3 clusters Score -1948854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1948862.875000 Penalty: 4809.689941
	Iteration 42Q: 3 clusters Score -1948863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1948863.750000 Penalty: 4809.689941
	Iteration 43Q: 3 clusters Score -1948864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1948869.125000 Penalty: 4809.689941
	Iteration 44Q: 3 clusters Score -1948869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1948868.625000 Penalty: 4809.689941
	Iteration 45Q: 3 clusters Score -1948869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1948871.375000 Penalty: 4809.689941
	Iteration 46Q: 3 clusters Score -1948871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1948874.625000 Penalty: 4809.689941
	Iteration 47Q: 3 clusters Score -1948875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1948878.000000 Penalty: 4809.689941
	Iteration 48Q: 3 clusters Score -1948878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1948880.375000 Penalty: 4809.689941
	Iteration 49Q: 3 clusters Score -1948880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1948886.625000 Penalty: 4809.689941
	Iteration 50Q: 3 clusters Score -1948887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1948889.250000 Penalty: 4809.689941
	Iteration 51Q: 3 clusters Score -1948889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1948890.000000 Penalty: 4809.689941
	Iteration 52Q: 3 clusters Score -1948890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1948893.375000 Penalty: 4809.689941
	Iteration 53Q: 3 clusters Score -1948893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1948896.000000 Penalty: 4809.689941
	Iteration 54Q: 3 clusters Score -1948896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1948898.750000 Penalty: 4809.689941
	Iteration 55Q: 3 clusters Score -1948899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1948898.375000 Penalty: 4809.689941
	Iteration 56Q: 3 clusters Score -1948898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1948900.750000 Penalty: 4809.689941
	Iteration 57Q: 3 clusters Score -1948901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1948905.500000 Penalty: 4809.689941
	Iteration 58Q: 3 clusters Score -1948906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1948901.875000 Penalty: 4809.689941
	Iteration 59Q: 3 clusters Score -1948902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1948906.250000 Penalty: 4809.689941
	Iteration 60F: 3 clusters Score -1948906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1948904.000000 Penalty: 4809.689941
	Iteration 61Q: 3 clusters Score -1948904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1948905.625000 Penalty: 4809.689941
	Iteration 62Q: 3 clusters Score -1948906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1948903.375000 Penalty: 4809.689941
	Iteration 63Q: 3 clusters Score -1948903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1948905.125000 Penalty: 4809.689941
	Iteration 64Q: 3 clusters Score -1948905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1948905.500000 Penalty: 4809.689941
	Iteration 65Q: 3 clusters Score -1948906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1948904.750000 Penalty: 4809.689941
	Iteration 66Q: 3 clusters Score -1948905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1948902.125000 Penalty: 4809.689941
	Iteration 67Q: 3 clusters Score -1948902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1948902.500000 Penalty: 4809.689941
	Iteration 68Q: 3 clusters Score -1948902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1948906.750000 Penalty: 4809.689941
	Iteration 69Q: 3 clusters Score -1948907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1948909.375000 Penalty: 4809.689941
	Iteration 70Q: 3 clusters Score -1948909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1948907.625000 Penalty: 4809.689941
	Iteration 71Q: 3 clusters Score -1948908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1948907.625000 Penalty: 4809.689941
	Iteration 72F: 3 clusters Score -1948908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Entering Unmasked Estep 
Score: -1837175.000000 Penalty: 2393.746094
	Iteration 0F: 2 clusters Score -1837175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1825937.375000 Penalty: 4787.492188
	Iteration 0F: 3 clusters Score -1825937 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1829572.000000 Penalty: 4787.492188
	Iteration 1F: 3 clusters Score -1829572 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1830144.000000 Penalty: 4787.492188
	Iteration 2F: 3 clusters Score -1830144 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1830716.000000 Penalty: 4787.492188
	Iteration 3F: 3 clusters Score -1830716 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1831398.875000 Penalty: 4787.492188
	Iteration 4F: 3 clusters Score -1831399 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1832186.500000 Penalty: 4787.492188
	Iteration 5F: 3 clusters Score -1832186 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1832962.875000 Penalty: 4787.492188
	Iteration 6F: 3 clusters Score -1832963 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1833548.500000 Penalty: 4787.492188
	Iteration 7Q: 3 clusters Score -1833548 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1834023.750000 Penalty: 4787.492188
	Iteration 8Q: 3 clusters Score -1834024 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1834392.000000 Penalty: 4787.492188
	Iteration 9Q: 3 clusters Score -1834392 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1834667.625000 Penalty: 4787.492188
	Iteration 10Q: 3 clusters Score -1834668 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1834885.625000 Penalty: 4787.492188
	Iteration 11Q: 3 clusters Score -1834886 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1835012.250000 Penalty: 4787.492188
	Iteration 12Q: 3 clusters Score -1835012 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1835110.750000 Penalty: 4787.492188
	Iteration 13Q: 3 clusters Score -1835111 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1835187.000000 Penalty: 4787.492188
	Iteration 14Q: 3 clusters Score -1835187 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1835237.000000 Penalty: 4787.492188
	Iteration 15Q: 3 clusters Score -1835237 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1835260.000000 Penalty: 4787.492188
	Iteration 16Q: 3 clusters Score -1835260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1835287.375000 Penalty: 4787.492188
	Iteration 17Q: 3 clusters Score -1835287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1835303.000000 Penalty: 4787.492188
	Iteration 18Q: 3 clusters Score -1835303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1835321.125000 Penalty: 4787.492188
	Iteration 19Q: 3 clusters Score -1835321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1835325.875000 Penalty: 4787.492188
	Iteration 20F: 3 clusters Score -1835326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1835345.875000 Penalty: 4787.492188
	Iteration 21Q: 3 clusters Score -1835346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1835349.625000 Penalty: 4787.492188
	Iteration 22Q: 3 clusters Score -1835350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1835359.500000 Penalty: 4787.492188
	Iteration 23Q: 3 clusters Score -1835360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1835366.500000 Penalty: 4787.492188
	Iteration 24Q: 3 clusters Score -1835366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1835371.000000 Penalty: 4787.492188
	Iteration 25Q: 3 clusters Score -1835371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1835375.125000 Penalty: 4787.492188
	Iteration 26Q: 3 clusters Score -1835375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1835379.000000 Penalty: 4787.492188
	Iteration 27Q: 3 clusters Score -1835379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1835381.875000 Penalty: 4787.492188
	Iteration 28Q: 3 clusters Score -1835382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1835381.500000 Penalty: 4787.492188
	Iteration 29Q: 3 clusters Score -1835382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1835379.875000 Penalty: 4787.492188
	Iteration 30Q: 3 clusters Score -1835380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1835380.875000 Penalty: 4787.492188
	Iteration 31Q: 3 clusters Score -1835381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1835382.375000 Penalty: 4787.492188
	Iteration 32Q: 3 clusters Score -1835382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1835383.000000 Penalty: 4787.492188
	Iteration 33Q: 3 clusters Score -1835383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1835384.625000 Penalty: 4787.492188
	Iteration 34Q: 3 clusters Score -1835385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1835386.750000 Penalty: 4787.492188
	Iteration 35Q: 3 clusters Score -1835387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1835386.750000 Penalty: 4787.492188
	Iteration 36Q: 3 clusters Score -1835387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1835387.875000 Penalty: 4787.492188
	Iteration 37Q: 3 clusters Score -1835388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1835388.125000 Penalty: 4787.492188
	Iteration 38Q: 3 clusters Score -1835388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1835393.750000 Penalty: 4787.492188
	Iteration 39Q: 3 clusters Score -1835394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1835398.875000 Penalty: 4787.492188
	Iteration 40F: 3 clusters Score -1835399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1835399.375000 Penalty: 4787.492188
	Iteration 41Q: 3 clusters Score -1835399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1835400.250000 Penalty: 4787.492188
	Iteration 42Q: 3 clusters Score -1835400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1835405.875000 Penalty: 4787.492188
	Iteration 43Q: 3 clusters Score -1835406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1835409.125000 Penalty: 4787.492188
	Iteration 44Q: 3 clusters Score -1835409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1835412.500000 Penalty: 4787.492188
	Iteration 45Q: 3 clusters Score -1835412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1835411.500000 Penalty: 4787.492188
	Iteration 46Q: 3 clusters Score -1835412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1835410.375000 Penalty: 4787.492188
	Iteration 47Q: 3 clusters Score -1835410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1835413.000000 Penalty: 4787.492188
	Iteration 48Q: 3 clusters Score -1835413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1835411.750000 Penalty: 4787.492188
	Iteration 49Q: 3 clusters Score -1835412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1835411.750000 Penalty: 4787.492188
	Iteration 50F: 3 clusters Score -1835412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (96536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96536 members 
Entering Unmasked Estep 
Score: -11755197.000000 Penalty: 2846.462646
	Iteration 0F: 2 clusters Score -1.17552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -11690654.000000 Penalty: 5692.925293
	Iteration 0F: 3 clusters Score -1.169065e+07 nChanged 45778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -11716757.000000 Penalty: 5692.925293
	Iteration 1F: 3 clusters Score -1.171676e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -11717658.000000 Penalty: 5692.925293
	Iteration 2Q: 3 clusters Score -1.171766e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -11718782.000000 Penalty: 5692.925293
	Iteration 3Q: 3 clusters Score -1.171878e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -11720142.000000 Penalty: 5692.925293
	Iteration 4Q: 3 clusters Score -1.172014e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -11721803.000000 Penalty: 5692.925293
	Iteration 5Q: 3 clusters Score -1.17218e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -11723915.000000 Penalty: 5692.925293
	Iteration 6Q: 3 clusters Score -1.172392e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -11726335.000000 Penalty: 5692.925293
	Iteration 7Q: 3 clusters Score -1.172634e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -11728738.000000 Penalty: 5692.925293
	Iteration 8F: 3 clusters Score -1.172874e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -11731275.000000 Penalty: 5692.925293
	Iteration 9Q: 3 clusters Score -1.173128e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -11733755.000000 Penalty: 5692.925293
	Iteration 10Q: 3 clusters Score -1.173376e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -11736094.000000 Penalty: 5692.925293
	Iteration 11Q: 3 clusters Score -1.173609e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -11738384.000000 Penalty: 5692.925293
	Iteration 12Q: 3 clusters Score -1.173838e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 72041 members 
Entering Unmasked Estep 
Score: -11740665.000000 Penalty: 5692.925293
	Iteration 13Q: 3 clusters Score -1.174066e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -11742940.000000 Penalty: 5692.925293
	Iteration 14Q: 3 clusters Score -1.174294e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -11745190.000000 Penalty: 5692.925293
	Iteration 15Q: 3 clusters Score -1.174519e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -11747341.000000 Penalty: 5692.925293
	Iteration 16Q: 3 clusters Score -1.174734e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 87099 members 
Entering Unmasked Estep 
Score: -11748962.000000 Penalty: 5692.925293
	Iteration 17Q: 3 clusters Score -1.174896e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 89491 members 
Entering Unmasked Estep 
Score: -11750287.000000 Penalty: 5692.925293
	Iteration 18Q: 3 clusters Score -1.175029e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 91204 members 
Entering Unmasked Estep 
Score: -11751158.000000 Penalty: 5692.925293
	Iteration 19Q: 3 clusters Score -1.175116e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 92378 members 
Entering Unmasked Estep 
Score: -11751760.000000 Penalty: 5692.925293
	Iteration 20F: 3 clusters Score -1.175176e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -11752098.000000 Penalty: 5692.925293
	Iteration 21Q: 3 clusters Score -1.17521e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -11752291.000000 Penalty: 5692.925293
	Iteration 22Q: 3 clusters Score -1.175229e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -11752451.000000 Penalty: 5692.925293
	Iteration 23Q: 3 clusters Score -1.175245e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 94334 members 
Entering Unmasked Estep 
Score: -11752575.000000 Penalty: 5692.925293
	Iteration 24Q: 3 clusters Score -1.175258e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 94524 members 
Entering Unmasked Estep 
Score: -11752650.000000 Penalty: 5692.925293
	Iteration 25Q: 3 clusters Score -1.175265e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 94668 members 
Entering Unmasked Estep 
Score: -11752742.000000 Penalty: 5692.925293
	Iteration 26Q: 3 clusters Score -1.175274e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 94797 members 
Entering Unmasked Estep 
Score: -11752789.000000 Penalty: 5692.925293
	Iteration 27Q: 3 clusters Score -1.175279e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -11752828.000000 Penalty: 5692.925293
	Iteration 28Q: 3 clusters Score -1.175283e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 94949 members 
Entering Unmasked Estep 
Score: -11752855.000000 Penalty: 5692.925293
	Iteration 29Q: 3 clusters Score -1.175286e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 94992 members 
Entering Unmasked Estep 
Score: -11752879.000000 Penalty: 5692.925293
	Iteration 30Q: 3 clusters Score -1.175288e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -11752894.000000 Penalty: 5692.925293
	Iteration 31Q: 3 clusters Score -1.175289e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 95064 members 
Entering Unmasked Estep 
Score: -11752905.000000 Penalty: 5692.925293
	Iteration 32Q: 3 clusters Score -1.17529e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -11752920.000000 Penalty: 5692.925293
	Iteration 33Q: 3 clusters Score -1.175292e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -11752936.000000 Penalty: 5692.925293
	Iteration 34Q: 3 clusters Score -1.175294e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -11752946.000000 Penalty: 5692.925293
	Iteration 35Q: 3 clusters Score -1.175295e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 95164 members 
Entering Unmasked Estep 
Score: -11752955.000000 Penalty: 5692.925293
	Iteration 36Q: 3 clusters Score -1.175296e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
Score: -11752981.000000 Penalty: 5692.925293
	Iteration 37Q: 3 clusters Score -1.175298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -11752970.000000 Penalty: 5692.925293
	Iteration 38Q: 3 clusters Score -1.175297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -11752970.000000 Penalty: 5692.925293
	Iteration 39Q: 3 clusters Score -1.175297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 95218 members 
Entering Unmasked Estep 
Score: -11752982.000000 Penalty: 5692.925293
	Iteration 40F: 3 clusters Score -1.175298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -11752985.000000 Penalty: 5692.925293
	Iteration 41Q: 3 clusters Score -1.175298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -11752989.000000 Penalty: 5692.925293
	Iteration 42Q: 3 clusters Score -1.175299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 95245 members 
Entering Unmasked Estep 
Score: -11752984.000000 Penalty: 5692.925293
	Iteration 43Q: 3 clusters Score -1.175298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -11752989.000000 Penalty: 5692.925293
	Iteration 44Q: 3 clusters Score -1.175299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 95258 members 
Entering Unmasked Estep 
Score: -11752995.000000 Penalty: 5692.925293
	Iteration 45Q: 3 clusters Score -1.1753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -11752995.000000 Penalty: 5692.925293
	Iteration 46Q: 3 clusters Score -1.1753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -11752994.000000 Penalty: 5692.925293
	Iteration 47Q: 3 clusters Score -1.175299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -11753004.000000 Penalty: 5692.925293
	Iteration 48Q: 3 clusters Score -1.1753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -11753001.000000 Penalty: 5692.925293
	Iteration 49Q: 3 clusters Score -1.1753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -11752996.000000 Penalty: 5692.925293
	Iteration 50Q: 3 clusters Score -1.1753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -11752996.000000 Penalty: 5692.925293
	Iteration 51F: 3 clusters Score -1.1753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (32335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Entering Unmasked Estep 
Score: -3924422.000000 Penalty: 2575.208496
	Iteration 0F: 2 clusters Score -3924422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3902389.500000 Penalty: 5150.416992
	Iteration 0F: 3 clusters Score -3902390 nChanged 14543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3910370.250000 Penalty: 5150.416992
	Iteration 1F: 3 clusters Score -3910370 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3910871.250000 Penalty: 5150.416992
	Iteration 2Q: 3 clusters Score -3910871 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3911334.750000 Penalty: 5150.416992
	Iteration 3Q: 3 clusters Score -3911335 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3911777.750000 Penalty: 5150.416992
	Iteration 4Q: 3 clusters Score -3911778 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3912344.750000 Penalty: 5150.416992
	Iteration 5Q: 3 clusters Score -3912345 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3913302.500000 Penalty: 5150.416992
	Iteration 6Q: 3 clusters Score -3913302 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -3914572.750000 Penalty: 5150.416992
	Iteration 7F: 3 clusters Score -3914573 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3915893.500000 Penalty: 5150.416992
	Iteration 8F: 3 clusters Score -3915894 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3916966.250000 Penalty: 5150.416992
	Iteration 9F: 3 clusters Score -3916966 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -3917717.750000 Penalty: 5150.416992
	Iteration 10F: 3 clusters Score -3917718 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3918269.500000 Penalty: 5150.416992
	Iteration 11Q: 3 clusters Score -3918270 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3918672.750000 Penalty: 5150.416992
	Iteration 12Q: 3 clusters Score -3918673 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3918972.250000 Penalty: 5150.416992
	Iteration 13Q: 3 clusters Score -3918972 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3919305.750000 Penalty: 5150.416992
	Iteration 14Q: 3 clusters Score -3919306 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3919592.500000 Penalty: 5150.416992
	Iteration 15Q: 3 clusters Score -3919592 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -3919895.500000 Penalty: 5150.416992
	Iteration 16Q: 3 clusters Score -3919896 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3920184.000000 Penalty: 5150.416992
	Iteration 17Q: 3 clusters Score -3920184 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3920439.000000 Penalty: 5150.416992
	Iteration 18Q: 3 clusters Score -3920439 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -3920730.750000 Penalty: 5150.416992
	Iteration 19Q: 3 clusters Score -3920731 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3920987.750000 Penalty: 5150.416992
	Iteration 20F: 3 clusters Score -3920988 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3921338.750000 Penalty: 5150.416992
	Iteration 21Q: 3 clusters Score -3921339 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3921678.500000 Penalty: 5150.416992
	Iteration 22Q: 3 clusters Score -3921678 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3922011.500000 Penalty: 5150.416992
	Iteration 23Q: 3 clusters Score -3922012 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3922380.000000 Penalty: 5150.416992
	Iteration 24Q: 3 clusters Score -3922380 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3922739.500000 Penalty: 5150.416992
	Iteration 25Q: 3 clusters Score -3922740 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3923012.250000 Penalty: 5150.416992
	Iteration 26Q: 3 clusters Score -3923012 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3923271.250000 Penalty: 5150.416992
	Iteration 27Q: 3 clusters Score -3923271 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -3923522.500000 Penalty: 5150.416992
	Iteration 28Q: 3 clusters Score -3923522 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -3923750.500000 Penalty: 5150.416992
	Iteration 29Q: 3 clusters Score -3923750 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3923910.250000 Penalty: 5150.416992
	Iteration 30Q: 3 clusters Score -3923910 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3924058.000000 Penalty: 5150.416992
	Iteration 31Q: 3 clusters Score -3924058 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -3924134.000000 Penalty: 5150.416992
	Iteration 32Q: 3 clusters Score -3924134 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -3924202.750000 Penalty: 5150.416992
	Iteration 33Q: 3 clusters Score -3924203 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3924232.000000 Penalty: 5150.416992
	Iteration 34Q: 3 clusters Score -3924232 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3924265.250000 Penalty: 5150.416992
	Iteration 35Q: 3 clusters Score -3924265 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -3924288.750000 Penalty: 5150.416992
	Iteration 36Q: 3 clusters Score -3924289 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -3924311.250000 Penalty: 5150.416992
	Iteration 37Q: 3 clusters Score -3924311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -3924311.500000 Penalty: 5150.416992
	Iteration 38Q: 3 clusters Score -3924312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -3924317.250000 Penalty: 5150.416992
	Iteration 39Q: 3 clusters Score -3924317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -3924329.250000 Penalty: 5150.416992
	Iteration 40F: 3 clusters Score -3924329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3924328.000000 Penalty: 5150.416992
	Iteration 41Q: 3 clusters Score -3924328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -3924341.250000 Penalty: 5150.416992
	Iteration 42Q: 3 clusters Score -3924341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3924343.000000 Penalty: 5150.416992
	Iteration 43Q: 3 clusters Score -3924343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3924340.250000 Penalty: 5150.416992
	Iteration 44Q: 3 clusters Score -3924340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3924335.000000 Penalty: 5150.416992
	Iteration 45Q: 3 clusters Score -3924335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -3924341.500000 Penalty: 5150.416992
	Iteration 46Q: 3 clusters Score -3924342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -3924351.250000 Penalty: 5150.416992
	Iteration 47Q: 3 clusters Score -3924351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3924348.500000 Penalty: 5150.416992
	Iteration 48Q: 3 clusters Score -3924348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -3924344.500000 Penalty: 5150.416992
	Iteration 49Q: 3 clusters Score -3924344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -3924350.250000 Penalty: 5150.416992
	Iteration 50Q: 3 clusters Score -3924350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3924349.000000 Penalty: 5150.416992
	Iteration 51Q: 3 clusters Score -3924349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -3924353.750000 Penalty: 5150.416992
	Iteration 52Q: 3 clusters Score -3924354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -3924355.000000 Penalty: 5150.416992
	Iteration 53Q: 3 clusters Score -3924355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -3924355.000000 Penalty: 5150.416992
	Iteration 54F: 3 clusters Score -3924355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Entering Unmasked Estep 
Score: -818302.500000 Penalty: 2198.386963
	Iteration 0F: 2 clusters Score -818302.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -812449.187500 Penalty: 4396.773926
	Iteration 0F: 3 clusters Score -812449.2 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -813971.125000 Penalty: 4396.773926
	Iteration 1F: 3 clusters Score -813971.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -814225.312500 Penalty: 4396.773926
	Iteration 2F: 3 clusters Score -814225.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -814452.312500 Penalty: 4396.773926
	Iteration 3Q: 3 clusters Score -814452.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -814717.812500 Penalty: 4396.773926
	Iteration 4F: 3 clusters Score -814717.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -814981.000000 Penalty: 4396.773926
	Iteration 5Q: 3 clusters Score -814981 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -815281.375000 Penalty: 4396.773926
	Iteration 6F: 3 clusters Score -815281.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -815610.812500 Penalty: 4396.773926
	Iteration 7F: 3 clusters Score -815610.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -815915.062500 Penalty: 4396.773926
	Iteration 8F: 3 clusters Score -815915.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -816231.000000 Penalty: 4396.773926
	Iteration 9Q: 3 clusters Score -816231 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -816505.750000 Penalty: 4396.773926
	Iteration 10Q: 3 clusters Score -816505.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -816691.562500 Penalty: 4396.773926
	Iteration 11Q: 3 clusters Score -816691.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -816808.750000 Penalty: 4396.773926
	Iteration 12Q: 3 clusters Score -816808.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -816897.562500 Penalty: 4396.773926
	Iteration 13Q: 3 clusters Score -816897.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -816972.062500 Penalty: 4396.773926
	Iteration 14Q: 3 clusters Score -816972.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -817046.062500 Penalty: 4396.773926
	Iteration 15Q: 3 clusters Score -817046.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -817119.875000 Penalty: 4396.773926
	Iteration 16Q: 3 clusters Score -817119.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -817191.437500 Penalty: 4396.773926
	Iteration 17Q: 3 clusters Score -817191.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -817245.187500 Penalty: 4396.773926
	Iteration 18Q: 3 clusters Score -817245.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -817296.125000 Penalty: 4396.773926
	Iteration 19Q: 3 clusters Score -817296.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -817354.125000 Penalty: 4396.773926
	Iteration 20F: 3 clusters Score -817354.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -817406.687500 Penalty: 4396.773926
	Iteration 21Q: 3 clusters Score -817406.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -817456.250000 Penalty: 4396.773926
	Iteration 22Q: 3 clusters Score -817456.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -817501.500000 Penalty: 4396.773926
	Iteration 23Q: 3 clusters Score -817501.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -817537.937500 Penalty: 4396.773926
	Iteration 24Q: 3 clusters Score -817537.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -817566.000000 Penalty: 4396.773926
	Iteration 25Q: 3 clusters Score -817566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -817583.750000 Penalty: 4396.773926
	Iteration 26Q: 3 clusters Score -817583.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -817598.812500 Penalty: 4396.773926
	Iteration 27Q: 3 clusters Score -817598.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -817610.062500 Penalty: 4396.773926
	Iteration 28Q: 3 clusters Score -817610.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -817619.812500 Penalty: 4396.773926
	Iteration 29Q: 3 clusters Score -817619.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -817635.312500 Penalty: 4396.773926
	Iteration 30Q: 3 clusters Score -817635.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -817645.562500 Penalty: 4396.773926
	Iteration 31Q: 3 clusters Score -817645.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -817653.625000 Penalty: 4396.773926
	Iteration 32Q: 3 clusters Score -817653.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -817654.375000 Penalty: 4396.773926
	Iteration 33Q: 3 clusters Score -817654.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -817657.625000 Penalty: 4396.773926
	Iteration 34Q: 3 clusters Score -817657.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -817659.812500 Penalty: 4396.773926
	Iteration 35Q: 3 clusters Score -817659.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -817660.187500 Penalty: 4396.773926
	Iteration 36Q: 3 clusters Score -817660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -817660.062500 Penalty: 4396.773926
	Iteration 37Q: 3 clusters Score -817660.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -817659.875000 Penalty: 4396.773926
	Iteration 38Q: 3 clusters Score -817659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -817661.437500 Penalty: 4396.773926
	Iteration 39Q: 3 clusters Score -817661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -817661.500000 Penalty: 4396.773926
	Iteration 40F: 3 clusters Score -817661.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -817663.000000 Penalty: 4396.773926
	Iteration 41Q: 3 clusters Score -817663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -817663.750000 Penalty: 4396.773926
	Iteration 42Q: 3 clusters Score -817663.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -817664.625000 Penalty: 4396.773926
	Iteration 43Q: 3 clusters Score -817664.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -817664.625000 Penalty: 4396.773926
	Iteration 44F: 3 clusters Score -817664.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Entering Unmasked Estep 
Score: -471795.250000 Penalty: 1982.417725
	Iteration 0F: 2 clusters Score -471795.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -468612.937500 Penalty: 3964.835449
	Iteration 0F: 3 clusters Score -468612.9 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -469457.843750 Penalty: 3964.835449
	Iteration 1F: 3 clusters Score -469457.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -469850.218750 Penalty: 3964.835449
	Iteration 2F: 3 clusters Score -469850.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -470233.218750 Penalty: 3964.835449
	Iteration 3F: 3 clusters Score -470233.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -470543.187500 Penalty: 3964.835449
	Iteration 4F: 3 clusters Score -470543.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -470756.281250 Penalty: 3964.835449
	Iteration 5F: 3 clusters Score -470756.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -470883.968750 Penalty: 3964.835449
	Iteration 6Q: 3 clusters Score -470884 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -470968.468750 Penalty: 3964.835449
	Iteration 7Q: 3 clusters Score -470968.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -471012.625000 Penalty: 3964.835449
	Iteration 8Q: 3 clusters Score -471012.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -471046.062500 Penalty: 3964.835449
	Iteration 9Q: 3 clusters Score -471046.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -471063.968750 Penalty: 3964.835449
	Iteration 10Q: 3 clusters Score -471064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -471070.687500 Penalty: 3964.835449
	Iteration 11Q: 3 clusters Score -471070.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -471074.625000 Penalty: 3964.835449
	Iteration 12Q: 3 clusters Score -471074.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -471076.375000 Penalty: 3964.835449
	Iteration 13Q: 3 clusters Score -471076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -471079.531250 Penalty: 3964.835449
	Iteration 14Q: 3 clusters Score -471079.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -471087.531250 Penalty: 3964.835449
	Iteration 15Q: 3 clusters Score -471087.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -471096.312500 Penalty: 3964.835449
	Iteration 16Q: 3 clusters Score -471096.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -471102.250000 Penalty: 3964.835449
	Iteration 17Q: 3 clusters Score -471102.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -471106.718750 Penalty: 3964.835449
	Iteration 18Q: 3 clusters Score -471106.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -471110.875000 Penalty: 3964.835449
	Iteration 19Q: 3 clusters Score -471110.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -471118.375000 Penalty: 3964.835449
	Iteration 20F: 3 clusters Score -471118.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -471123.781250 Penalty: 3964.835449
	Iteration 21Q: 3 clusters Score -471123.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -471126.500000 Penalty: 3964.835449
	Iteration 22Q: 3 clusters Score -471126.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -471129.031250 Penalty: 3964.835449
	Iteration 23Q: 3 clusters Score -471129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -471130.968750 Penalty: 3964.835449
	Iteration 24Q: 3 clusters Score -471131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -471131.437500 Penalty: 3964.835449
	Iteration 25Q: 3 clusters Score -471131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -471132.937500 Penalty: 3964.835449
	Iteration 26Q: 3 clusters Score -471132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -471134.312500 Penalty: 3964.835449
	Iteration 27Q: 3 clusters Score -471134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -471135.250000 Penalty: 3964.835449
	Iteration 28Q: 3 clusters Score -471135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -471135.250000 Penalty: 3964.835449
	Iteration 29Q: 3 clusters Score -471135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -471135.906250 Penalty: 3964.835449
	Iteration 30Q: 3 clusters Score -471135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -471135.812500 Penalty: 3964.835449
	Iteration 31Q: 3 clusters Score -471135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -471137.593750 Penalty: 3964.835449
	Iteration 32Q: 3 clusters Score -471137.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -471138.468750 Penalty: 3964.835449
	Iteration 33Q: 3 clusters Score -471138.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -471138.062500 Penalty: 3964.835449
	Iteration 34Q: 3 clusters Score -471138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -471139.281250 Penalty: 3964.835449
	Iteration 35Q: 3 clusters Score -471139.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -471139.281250 Penalty: 3964.835449
	Iteration 36F: 3 clusters Score -471139.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -41279.917969 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -41279.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39821.011719 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -39821.01 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40217.453125 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -40217.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40367.042969 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -40367.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40453.777344 Penalty: 3088.362305
	Iteration 3F: 3 clusters Score -40453.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40504.390625 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -40504.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40529.980469 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -40529.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40571.468750 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -40571.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40665.265625 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -40665.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40707.207031 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -40707.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40716.738281 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -40716.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40723.648438 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -40723.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40725.839844 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -40725.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40725.839844 Penalty: 3088.362305
	Iteration 12F: 3 clusters Score -40725.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -284051.750000 Penalty: 1933.116089
	Iteration 0F: 2 clusters Score -284051.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -281137.718750 Penalty: 3866.232178
	Iteration 0F: 3 clusters Score -281137.7 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -281683.281250 Penalty: 3866.232178
	Iteration 1F: 3 clusters Score -281683.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -281853.656250 Penalty: 3866.232178
	Iteration 2F: 3 clusters Score -281853.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -281966.437500 Penalty: 3866.232178
	Iteration 3F: 3 clusters Score -281966.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -282086.937500 Penalty: 3866.232178
	Iteration 4Q: 3 clusters Score -282086.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -282216.375000 Penalty: 3866.232178
	Iteration 5Q: 3 clusters Score -282216.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -282350.500000 Penalty: 3866.232178
	Iteration 6Q: 3 clusters Score -282350.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -282495.593750 Penalty: 3866.232178
	Iteration 7Q: 3 clusters Score -282495.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -282611.593750 Penalty: 3866.232178
	Iteration 8Q: 3 clusters Score -282611.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -282682.281250 Penalty: 3866.232178
	Iteration 9Q: 3 clusters Score -282682.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -282715.937500 Penalty: 3866.232178
	Iteration 10Q: 3 clusters Score -282715.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -282736.468750 Penalty: 3866.232178
	Iteration 11Q: 3 clusters Score -282736.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -282751.468750 Penalty: 3866.232178
	Iteration 12Q: 3 clusters Score -282751.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -282757.062500 Penalty: 3866.232178
	Iteration 13Q: 3 clusters Score -282757.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -282760.437500 Penalty: 3866.232178
	Iteration 14Q: 3 clusters Score -282760.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -282767.156250 Penalty: 3866.232178
	Iteration 15Q: 3 clusters Score -282767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -282774.187500 Penalty: 3866.232178
	Iteration 16Q: 3 clusters Score -282774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -282776.562500 Penalty: 3866.232178
	Iteration 17Q: 3 clusters Score -282776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -282779.062500 Penalty: 3866.232178
	Iteration 18Q: 3 clusters Score -282779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -282781.625000 Penalty: 3866.232178
	Iteration 19Q: 3 clusters Score -282781.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -282784.343750 Penalty: 3866.232178
	Iteration 20F: 3 clusters Score -282784.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -282785.812500 Penalty: 3866.232178
	Iteration 21Q: 3 clusters Score -282785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -282786.625000 Penalty: 3866.232178
	Iteration 22Q: 3 clusters Score -282786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -282788.968750 Penalty: 3866.232178
	Iteration 23Q: 3 clusters Score -282789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -282792.250000 Penalty: 3866.232178
	Iteration 24Q: 3 clusters Score -282792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -282793.250000 Penalty: 3866.232178
	Iteration 25Q: 3 clusters Score -282793.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -282793.250000 Penalty: 3866.232178
	Iteration 26F: 3 clusters Score -282793.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Entering Unmasked Estep 
Score: -1042160.562500 Penalty: 2249.113770
	Iteration 0F: 2 clusters Score -1042161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1035419.750000 Penalty: 4498.227539
	Iteration 0F: 3 clusters Score -1035420 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1037346.625000 Penalty: 4498.227539
	Iteration 1F: 3 clusters Score -1037347 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1037739.875000 Penalty: 4498.227539
	Iteration 2F: 3 clusters Score -1037740 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1038056.000000 Penalty: 4498.227539
	Iteration 3F: 3 clusters Score -1038056 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1038385.562500 Penalty: 4498.227539
	Iteration 4F: 3 clusters Score -1038386 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1038739.187500 Penalty: 4498.227539
	Iteration 5F: 3 clusters Score -1038739 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1039114.187500 Penalty: 4498.227539
	Iteration 6F: 3 clusters Score -1039114 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1039464.562500 Penalty: 4498.227539
	Iteration 7F: 3 clusters Score -1039465 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1039715.125000 Penalty: 4498.227539
	Iteration 8Q: 3 clusters Score -1039715 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1039903.125000 Penalty: 4498.227539
	Iteration 9Q: 3 clusters Score -1039903 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1040042.000000 Penalty: 4498.227539
	Iteration 10Q: 3 clusters Score -1040042 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1040134.187500 Penalty: 4498.227539
	Iteration 11Q: 3 clusters Score -1040134 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1040187.562500 Penalty: 4498.227539
	Iteration 12Q: 3 clusters Score -1040188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1040218.250000 Penalty: 4498.227539
	Iteration 13Q: 3 clusters Score -1040218 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1040234.562500 Penalty: 4498.227539
	Iteration 14Q: 3 clusters Score -1040235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1040245.937500 Penalty: 4498.227539
	Iteration 15Q: 3 clusters Score -1040246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1040256.437500 Penalty: 4498.227539
	Iteration 16Q: 3 clusters Score -1040256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1040266.062500 Penalty: 4498.227539
	Iteration 17Q: 3 clusters Score -1040266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1040269.000000 Penalty: 4498.227539
	Iteration 18Q: 3 clusters Score -1040269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1040272.500000 Penalty: 4498.227539
	Iteration 19Q: 3 clusters Score -1040272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1040271.062500 Penalty: 4498.227539
	Iteration 20F: 3 clusters Score -1040271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1040273.937500 Penalty: 4498.227539
	Iteration 21Q: 3 clusters Score -1040274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1040276.000000 Penalty: 4498.227539
	Iteration 22Q: 3 clusters Score -1040276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1040274.875000 Penalty: 4498.227539
	Iteration 23Q: 3 clusters Score -1040275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1040277.375000 Penalty: 4498.227539
	Iteration 24Q: 3 clusters Score -1040277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1040278.187500 Penalty: 4498.227539
	Iteration 25Q: 3 clusters Score -1040278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1040281.250000 Penalty: 4498.227539
	Iteration 26Q: 3 clusters Score -1040281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1040281.187500 Penalty: 4498.227539
	Iteration 27Q: 3 clusters Score -1040281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1040282.000000 Penalty: 4498.227539
	Iteration 28Q: 3 clusters Score -1040282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1040284.437500 Penalty: 4498.227539
	Iteration 29Q: 3 clusters Score -1040284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1040286.875000 Penalty: 4498.227539
	Iteration 30Q: 3 clusters Score -1040287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1040285.562500 Penalty: 4498.227539
	Iteration 31Q: 3 clusters Score -1040286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1040290.812500 Penalty: 4498.227539
	Iteration 32Q: 3 clusters Score -1040291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1040294.375000 Penalty: 4498.227539
	Iteration 33Q: 3 clusters Score -1040294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1040295.562500 Penalty: 4498.227539
	Iteration 34Q: 3 clusters Score -1040296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1040297.875000 Penalty: 4498.227539
	Iteration 35Q: 3 clusters Score -1040298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1040298.250000 Penalty: 4498.227539
	Iteration 36Q: 3 clusters Score -1040298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1040298.812500 Penalty: 4498.227539
	Iteration 37Q: 3 clusters Score -1040299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1040297.687500 Penalty: 4498.227539
	Iteration 38Q: 3 clusters Score -1040298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1040297.812500 Penalty: 4498.227539
	Iteration 39Q: 3 clusters Score -1040298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1040297.875000 Penalty: 4498.227539
	Iteration 40F: 3 clusters Score -1040298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1040298.937500 Penalty: 4498.227539
	Iteration 41Q: 3 clusters Score -1040299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1040301.125000 Penalty: 4498.227539
	Iteration 42Q: 3 clusters Score -1040301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1040303.125000 Penalty: 4498.227539
	Iteration 43Q: 3 clusters Score -1040303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1040302.937500 Penalty: 4498.227539
	Iteration 44Q: 3 clusters Score -1040303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1040303.437500 Penalty: 4498.227539
	Iteration 45Q: 3 clusters Score -1040303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1040302.562500 Penalty: 4498.227539
	Iteration 46Q: 3 clusters Score -1040303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1040301.812500 Penalty: 4498.227539
	Iteration 47Q: 3 clusters Score -1040302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1040303.625000 Penalty: 4498.227539
	Iteration 48Q: 3 clusters Score -1040304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1040304.625000 Penalty: 4498.227539
	Iteration 49Q: 3 clusters Score -1040305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1040304.187500 Penalty: 4498.227539
	Iteration 50Q: 3 clusters Score -1040304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1040303.937500 Penalty: 4498.227539
	Iteration 51Q: 3 clusters Score -1040304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1040305.250000 Penalty: 4498.227539
	Iteration 52Q: 3 clusters Score -1040305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1040305.687500 Penalty: 4498.227539
	Iteration 53Q: 3 clusters Score -1040306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1040307.375000 Penalty: 4498.227539
	Iteration 54Q: 3 clusters Score -1040307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1040308.875000 Penalty: 4498.227539
	Iteration 55Q: 3 clusters Score -1040309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1040308.187500 Penalty: 4498.227539
	Iteration 56Q: 3 clusters Score -1040308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1040310.187500 Penalty: 4498.227539
	Iteration 57Q: 3 clusters Score -1040310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1040310.187500 Penalty: 4498.227539
	Iteration 58F: 3 clusters Score -1040310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -140016.281250 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -140016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -138166.203125 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -138166.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -138447.593750 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -138447.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -138544.656250 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -138544.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -138587.781250 Penalty: 3361.712646
	Iteration 3Q: 3 clusters Score -138587.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -138623.250000 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -138623.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -138653.421875 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -138653.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -138684.671875 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -138684.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -138704.171875 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -138704.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -138719.234375 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -138719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -138730.062500 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -138730.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -138739.453125 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -138739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -138744.781250 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -138744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -138750.687500 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -138750.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -138763.437500 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -138763.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -138790.578125 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -138790.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -138816.828125 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -138816.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -138853.109375 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -138853.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -138887.734375 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -138887.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -138922.578125 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -138922.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -138954.187500 Penalty: 3361.712646
	Iteration 19Q: 3 clusters Score -138954.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -138969.687500 Penalty: 3361.712646
	Iteration 20F: 3 clusters Score -138969.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -138994.671875 Penalty: 3361.712646
	Iteration 21Q: 3 clusters Score -138994.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -139009.000000 Penalty: 3361.712646
	Iteration 22Q: 3 clusters Score -139009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -139021.500000 Penalty: 3361.712646
	Iteration 23Q: 3 clusters Score -139021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -139028.968750 Penalty: 3361.712646
	Iteration 24Q: 3 clusters Score -139029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -139030.875000 Penalty: 3361.712646
	Iteration 25Q: 3 clusters Score -139030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -139032.609375 Penalty: 3361.712646
	Iteration 26Q: 3 clusters Score -139032.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -139034.125000 Penalty: 3361.712646
	Iteration 27Q: 3 clusters Score -139034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -139036.593750 Penalty: 3361.712646
	Iteration 28Q: 3 clusters Score -139036.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -139036.593750 Penalty: 3361.712646
	Iteration 29F: 3 clusters Score -139036.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -233363.796875 Penalty: 1879.633667
	Iteration 0F: 2 clusters Score -233363.8 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 970 members 
Entering Unmasked Estep 
Score: -230746.375000 Penalty: 3759.267334
	Iteration 0F: 3 clusters Score -230746.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -231220.140625 Penalty: 3759.267334
	Iteration 1F: 3 clusters Score -231220.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -231358.421875 Penalty: 3759.267334
	Iteration 2F: 3 clusters Score -231358.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -231429.515625 Penalty: 3759.267334
	Iteration 3Q: 3 clusters Score -231429.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -231482.343750 Penalty: 3759.267334
	Iteration 4Q: 3 clusters Score -231482.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -231528.546875 Penalty: 3759.267334
	Iteration 5Q: 3 clusters Score -231528.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -231565.234375 Penalty: 3759.267334
	Iteration 6Q: 3 clusters Score -231565.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -231599.812500 Penalty: 3759.267334
	Iteration 7Q: 3 clusters Score -231599.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -231627.937500 Penalty: 3759.267334
	Iteration 8Q: 3 clusters Score -231627.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -231639.843750 Penalty: 3759.267334
	Iteration 9Q: 3 clusters Score -231639.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -231644.718750 Penalty: 3759.267334
	Iteration 10Q: 3 clusters Score -231644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -231646.812500 Penalty: 3759.267334
	Iteration 11Q: 3 clusters Score -231646.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -231649.421875 Penalty: 3759.267334
	Iteration 12Q: 3 clusters Score -231649.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -231653.234375 Penalty: 3759.267334
	Iteration 13Q: 3 clusters Score -231653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -231655.296875 Penalty: 3759.267334
	Iteration 14Q: 3 clusters Score -231655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -231656.812500 Penalty: 3759.267334
	Iteration 15Q: 3 clusters Score -231656.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -231661.468750 Penalty: 3759.267334
	Iteration 16Q: 3 clusters Score -231661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -231665.734375 Penalty: 3759.267334
	Iteration 17Q: 3 clusters Score -231665.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -231666.312500 Penalty: 3759.267334
	Iteration 18Q: 3 clusters Score -231666.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -231667.375000 Penalty: 3759.267334
	Iteration 19Q: 3 clusters Score -231667.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -231668.421875 Penalty: 3759.267334
	Iteration 20F: 3 clusters Score -231668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -231669.203125 Penalty: 3759.267334
	Iteration 21Q: 3 clusters Score -231669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -231670.093750 Penalty: 3759.267334
	Iteration 22Q: 3 clusters Score -231670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -231674.000000 Penalty: 3759.267334
	Iteration 23Q: 3 clusters Score -231674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -231677.640625 Penalty: 3759.267334
	Iteration 24Q: 3 clusters Score -231677.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -231681.625000 Penalty: 3759.267334
	Iteration 25Q: 3 clusters Score -231681.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -231684.593750 Penalty: 3759.267334
	Iteration 26Q: 3 clusters Score -231684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -231685.765625 Penalty: 3759.267334
	Iteration 27Q: 3 clusters Score -231685.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -231688.125000 Penalty: 3759.267334
	Iteration 28Q: 3 clusters Score -231688.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -231690.375000 Penalty: 3759.267334
	Iteration 29Q: 3 clusters Score -231690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -231691.968750 Penalty: 3759.267334
	Iteration 30Q: 3 clusters Score -231692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -231692.734375 Penalty: 3759.267334
	Iteration 31Q: 3 clusters Score -231692.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -231692.734375 Penalty: 3759.267334
	Iteration 32F: 3 clusters Score -231692.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Entering Unmasked Estep 
Score: -448178.031250 Penalty: 2047.445557
	Iteration 0F: 2 clusters Score -448178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -444322.156250 Penalty: 4094.891113
	Iteration 0F: 3 clusters Score -444322.2 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -445132.343750 Penalty: 4094.891113
	Iteration 1F: 3 clusters Score -445132.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -445324.281250 Penalty: 4094.891113
	Iteration 2F: 3 clusters Score -445324.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -445433.937500 Penalty: 4094.891113
	Iteration 3Q: 3 clusters Score -445433.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -445526.437500 Penalty: 4094.891113
	Iteration 4Q: 3 clusters Score -445526.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -445593.906250 Penalty: 4094.891113
	Iteration 5Q: 3 clusters Score -445593.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -445660.750000 Penalty: 4094.891113
	Iteration 6Q: 3 clusters Score -445660.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -445715.468750 Penalty: 4094.891113
	Iteration 7Q: 3 clusters Score -445715.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -445764.156250 Penalty: 4094.891113
	Iteration 8Q: 3 clusters Score -445764.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -445810.093750 Penalty: 4094.891113
	Iteration 9Q: 3 clusters Score -445810.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -445846.187500 Penalty: 4094.891113
	Iteration 10Q: 3 clusters Score -445846.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -445876.343750 Penalty: 4094.891113
	Iteration 11Q: 3 clusters Score -445876.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -445905.968750 Penalty: 4094.891113
	Iteration 12Q: 3 clusters Score -445906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -445938.000000 Penalty: 4094.891113
	Iteration 13Q: 3 clusters Score -445938 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -445975.468750 Penalty: 4094.891113
	Iteration 14Q: 3 clusters Score -445975.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -446006.875000 Penalty: 4094.891113
	Iteration 15Q: 3 clusters Score -446006.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -446043.968750 Penalty: 4094.891113
	Iteration 16Q: 3 clusters Score -446044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -446076.625000 Penalty: 4094.891113
	Iteration 17Q: 3 clusters Score -446076.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -446109.250000 Penalty: 4094.891113
	Iteration 18Q: 3 clusters Score -446109.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -446148.312500 Penalty: 4094.891113
	Iteration 19Q: 3 clusters Score -446148.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -446191.562500 Penalty: 4094.891113
	Iteration 20F: 3 clusters Score -446191.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -446224.125000 Penalty: 4094.891113
	Iteration 21Q: 3 clusters Score -446224.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -446265.250000 Penalty: 4094.891113
	Iteration 22Q: 3 clusters Score -446265.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -446296.843750 Penalty: 4094.891113
	Iteration 23Q: 3 clusters Score -446296.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -446330.093750 Penalty: 4094.891113
	Iteration 24Q: 3 clusters Score -446330.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -446358.437500 Penalty: 4094.891113
	Iteration 25Q: 3 clusters Score -446358.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -446386.843750 Penalty: 4094.891113
	Iteration 26Q: 3 clusters Score -446386.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -446407.343750 Penalty: 4094.891113
	Iteration 27Q: 3 clusters Score -446407.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -446431.125000 Penalty: 4094.891113
	Iteration 28Q: 3 clusters Score -446431.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -446454.718750 Penalty: 4094.891113
	Iteration 29Q: 3 clusters Score -446454.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -446486.562500 Penalty: 4094.891113
	Iteration 30Q: 3 clusters Score -446486.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -446506.375000 Penalty: 4094.891113
	Iteration 31Q: 3 clusters Score -446506.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -446523.625000 Penalty: 4094.891113
	Iteration 32Q: 3 clusters Score -446523.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -446538.937500 Penalty: 4094.891113
	Iteration 33Q: 3 clusters Score -446538.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -446554.406250 Penalty: 4094.891113
	Iteration 34Q: 3 clusters Score -446554.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -446570.656250 Penalty: 4094.891113
	Iteration 35Q: 3 clusters Score -446570.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -446581.312500 Penalty: 4094.891113
	Iteration 36Q: 3 clusters Score -446581.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -446590.531250 Penalty: 4094.891113
	Iteration 37Q: 3 clusters Score -446590.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -446596.500000 Penalty: 4094.891113
	Iteration 38Q: 3 clusters Score -446596.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -446599.718750 Penalty: 4094.891113
	Iteration 39Q: 3 clusters Score -446599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -446599.718750 Penalty: 4094.891113
	Iteration 40F: 3 clusters Score -446599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -446601.187500 Penalty: 4094.891113
	Iteration 41Q: 3 clusters Score -446601.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -446602.312500 Penalty: 4094.891113
	Iteration 42Q: 3 clusters Score -446602.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -446604.625000 Penalty: 4094.891113
	Iteration 43Q: 3 clusters Score -446604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -446605.125000 Penalty: 4094.891113
	Iteration 44Q: 3 clusters Score -446605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -446606.093750 Penalty: 4094.891113
	Iteration 45Q: 3 clusters Score -446606.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -446608.531250 Penalty: 4094.891113
	Iteration 46Q: 3 clusters Score -446608.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -446609.937500 Penalty: 4094.891113
	Iteration 47Q: 3 clusters Score -446609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -446611.281250 Penalty: 4094.891113
	Iteration 48Q: 3 clusters Score -446611.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -446612.343750 Penalty: 4094.891113
	Iteration 49Q: 3 clusters Score -446612.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -446612.937500 Penalty: 4094.891113
	Iteration 50Q: 3 clusters Score -446612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -446613.687500 Penalty: 4094.891113
	Iteration 51Q: 3 clusters Score -446613.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -446616.343750 Penalty: 4094.891113
	Iteration 52Q: 3 clusters Score -446616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -446616.406250 Penalty: 4094.891113
	Iteration 53Q: 3 clusters Score -446616.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -446616.406250 Penalty: 4094.891113
	Iteration 54F: 3 clusters Score -446616.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Entering Unmasked Estep 
Score: -602533.437500 Penalty: 2117.903320
	Iteration 0F: 2 clusters Score -602533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -597985.375000 Penalty: 4235.806641
	Iteration 0F: 3 clusters Score -597985.4 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -599328.000000 Penalty: 4235.806641
	Iteration 1F: 3 clusters Score -599328 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -599685.812500 Penalty: 4235.806641
	Iteration 2F: 3 clusters Score -599685.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -599936.062500 Penalty: 4235.806641
	Iteration 3F: 3 clusters Score -599936.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -600165.750000 Penalty: 4235.806641
	Iteration 4F: 3 clusters Score -600165.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -600365.937500 Penalty: 4235.806641
	Iteration 5Q: 3 clusters Score -600365.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -600578.812500 Penalty: 4235.806641
	Iteration 6Q: 3 clusters Score -600578.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -600796.437500 Penalty: 4235.806641
	Iteration 7Q: 3 clusters Score -600796.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -601009.437500 Penalty: 4235.806641
	Iteration 8Q: 3 clusters Score -601009.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -601180.125000 Penalty: 4235.806641
	Iteration 9Q: 3 clusters Score -601180.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -601296.437500 Penalty: 4235.806641
	Iteration 10Q: 3 clusters Score -601296.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -601377.500000 Penalty: 4235.806641
	Iteration 11Q: 3 clusters Score -601377.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -601442.312500 Penalty: 4235.806641
	Iteration 12Q: 3 clusters Score -601442.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -601500.062500 Penalty: 4235.806641
	Iteration 13Q: 3 clusters Score -601500.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -601537.750000 Penalty: 4235.806641
	Iteration 14Q: 3 clusters Score -601537.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -601556.562500 Penalty: 4235.806641
	Iteration 15Q: 3 clusters Score -601556.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -601570.062500 Penalty: 4235.806641
	Iteration 16Q: 3 clusters Score -601570.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -601585.125000 Penalty: 4235.806641
	Iteration 17Q: 3 clusters Score -601585.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -601598.375000 Penalty: 4235.806641
	Iteration 18Q: 3 clusters Score -601598.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -601606.125000 Penalty: 4235.806641
	Iteration 19Q: 3 clusters Score -601606.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -601612.125000 Penalty: 4235.806641
	Iteration 20F: 3 clusters Score -601612.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -601618.500000 Penalty: 4235.806641
	Iteration 21Q: 3 clusters Score -601618.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -601620.250000 Penalty: 4235.806641
	Iteration 22Q: 3 clusters Score -601620.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -601620.437500 Penalty: 4235.806641
	Iteration 23Q: 3 clusters Score -601620.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -601622.000000 Penalty: 4235.806641
	Iteration 24Q: 3 clusters Score -601622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -601624.562500 Penalty: 4235.806641
	Iteration 25Q: 3 clusters Score -601624.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -601628.875000 Penalty: 4235.806641
	Iteration 26Q: 3 clusters Score -601628.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -601628.312500 Penalty: 4235.806641
	Iteration 27Q: 3 clusters Score -601628.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -601631.125000 Penalty: 4235.806641
	Iteration 28Q: 3 clusters Score -601631.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -601634.500000 Penalty: 4235.806641
	Iteration 29Q: 3 clusters Score -601634.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -601635.812500 Penalty: 4235.806641
	Iteration 30Q: 3 clusters Score -601635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -601637.937500 Penalty: 4235.806641
	Iteration 31Q: 3 clusters Score -601637.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -601639.437500 Penalty: 4235.806641
	Iteration 32Q: 3 clusters Score -601639.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -601639.562500 Penalty: 4235.806641
	Iteration 33Q: 3 clusters Score -601639.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -601641.937500 Penalty: 4235.806641
	Iteration 34Q: 3 clusters Score -601641.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -601643.125000 Penalty: 4235.806641
	Iteration 35Q: 3 clusters Score -601643.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -601645.312500 Penalty: 4235.806641
	Iteration 36Q: 3 clusters Score -601645.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -601645.812500 Penalty: 4235.806641
	Iteration 37Q: 3 clusters Score -601645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -601646.250000 Penalty: 4235.806641
	Iteration 38Q: 3 clusters Score -601646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -601645.687500 Penalty: 4235.806641
	Iteration 39Q: 3 clusters Score -601645.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -601646.750000 Penalty: 4235.806641
	Iteration 40F: 3 clusters Score -601646.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -491714.562500 Penalty: 2060.127441
	Iteration 0F: 2 clusters Score -491714.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -487752.156250 Penalty: 4120.254883
	Iteration 0F: 3 clusters Score -487752.2 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -488628.281250 Penalty: 4120.254883
	Iteration 1F: 3 clusters Score -488628.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -488804.156250 Penalty: 4120.254883
	Iteration 2F: 3 clusters Score -488804.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -488912.031250 Penalty: 4120.254883
	Iteration 3Q: 3 clusters Score -488912 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -488982.218750 Penalty: 4120.254883
	Iteration 4Q: 3 clusters Score -488982.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -489043.906250 Penalty: 4120.254883
	Iteration 5Q: 3 clusters Score -489043.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -489091.687500 Penalty: 4120.254883
	Iteration 6Q: 3 clusters Score -489091.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -489136.593750 Penalty: 4120.254883
	Iteration 7Q: 3 clusters Score -489136.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -489172.531250 Penalty: 4120.254883
	Iteration 8Q: 3 clusters Score -489172.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -489198.968750 Penalty: 4120.254883
	Iteration 9Q: 3 clusters Score -489199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -489220.468750 Penalty: 4120.254883
	Iteration 10Q: 3 clusters Score -489220.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -489233.687500 Penalty: 4120.254883
	Iteration 11Q: 3 clusters Score -489233.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -489241.343750 Penalty: 4120.254883
	Iteration 12Q: 3 clusters Score -489241.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -489256.500000 Penalty: 4120.254883
	Iteration 13Q: 3 clusters Score -489256.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -489267.812500 Penalty: 4120.254883
	Iteration 14Q: 3 clusters Score -489267.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -489276.906250 Penalty: 4120.254883
	Iteration 15Q: 3 clusters Score -489276.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -489287.468750 Penalty: 4120.254883
	Iteration 16Q: 3 clusters Score -489287.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -489303.125000 Penalty: 4120.254883
	Iteration 17Q: 3 clusters Score -489303.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -489318.562500 Penalty: 4120.254883
	Iteration 18Q: 3 clusters Score -489318.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -489332.062500 Penalty: 4120.254883
	Iteration 19Q: 3 clusters Score -489332.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -489341.406250 Penalty: 4120.254883
	Iteration 20F: 3 clusters Score -489341.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -489351.781250 Penalty: 4120.254883
	Iteration 21Q: 3 clusters Score -489351.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -489365.093750 Penalty: 4120.254883
	Iteration 22Q: 3 clusters Score -489365.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -489384.031250 Penalty: 4120.254883
	Iteration 23Q: 3 clusters Score -489384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -489404.031250 Penalty: 4120.254883
	Iteration 24Q: 3 clusters Score -489404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -489421.906250 Penalty: 4120.254883
	Iteration 25Q: 3 clusters Score -489421.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -489437.843750 Penalty: 4120.254883
	Iteration 26Q: 3 clusters Score -489437.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -489451.812500 Penalty: 4120.254883
	Iteration 27Q: 3 clusters Score -489451.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -489468.781250 Penalty: 4120.254883
	Iteration 28Q: 3 clusters Score -489468.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -489487.843750 Penalty: 4120.254883
	Iteration 29Q: 3 clusters Score -489487.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -489507.687500 Penalty: 4120.254883
	Iteration 30Q: 3 clusters Score -489507.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -489531.125000 Penalty: 4120.254883
	Iteration 31Q: 3 clusters Score -489531.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -489545.718750 Penalty: 4120.254883
	Iteration 32Q: 3 clusters Score -489545.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -489563.906250 Penalty: 4120.254883
	Iteration 33Q: 3 clusters Score -489563.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -489586.218750 Penalty: 4120.254883
	Iteration 34Q: 3 clusters Score -489586.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -489603.718750 Penalty: 4120.254883
	Iteration 35Q: 3 clusters Score -489603.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -489621.312500 Penalty: 4120.254883
	Iteration 36Q: 3 clusters Score -489621.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -489641.375000 Penalty: 4120.254883
	Iteration 37Q: 3 clusters Score -489641.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -489656.406250 Penalty: 4120.254883
	Iteration 38Q: 3 clusters Score -489656.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -489673.656250 Penalty: 4120.254883
	Iteration 39Q: 3 clusters Score -489673.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -489690.468750 Penalty: 4120.254883
	Iteration 40F: 3 clusters Score -489690.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -489701.687500 Penalty: 4120.254883
	Iteration 41Q: 3 clusters Score -489701.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -489718.843750 Penalty: 4120.254883
	Iteration 42Q: 3 clusters Score -489718.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -489738.562500 Penalty: 4120.254883
	Iteration 43Q: 3 clusters Score -489738.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -489752.625000 Penalty: 4120.254883
	Iteration 44Q: 3 clusters Score -489752.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -489764.687500 Penalty: 4120.254883
	Iteration 45Q: 3 clusters Score -489764.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -489780.125000 Penalty: 4120.254883
	Iteration 46Q: 3 clusters Score -489780.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -489786.312500 Penalty: 4120.254883
	Iteration 47Q: 3 clusters Score -489786.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -489791.781250 Penalty: 4120.254883
	Iteration 48Q: 3 clusters Score -489791.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -489795.937500 Penalty: 4120.254883
	Iteration 49Q: 3 clusters Score -489795.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -489802.156250 Penalty: 4120.254883
	Iteration 50Q: 3 clusters Score -489802.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -489806.906250 Penalty: 4120.254883
	Iteration 51Q: 3 clusters Score -489806.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -489812.906250 Penalty: 4120.254883
	Iteration 52Q: 3 clusters Score -489812.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -489819.375000 Penalty: 4120.254883
	Iteration 53Q: 3 clusters Score -489819.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -489824.687500 Penalty: 4120.254883
	Iteration 54Q: 3 clusters Score -489824.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -489833.093750 Penalty: 4120.254883
	Iteration 55Q: 3 clusters Score -489833.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -489838.968750 Penalty: 4120.254883
	Iteration 56Q: 3 clusters Score -489839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -489843.906250 Penalty: 4120.254883
	Iteration 57Q: 3 clusters Score -489843.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -489849.687500 Penalty: 4120.254883
	Iteration 58Q: 3 clusters Score -489849.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -489855.281250 Penalty: 4120.254883
	Iteration 59Q: 3 clusters Score -489855.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -489861.062500 Penalty: 4120.254883
	Iteration 60F: 3 clusters Score -489861.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -489866.718750 Penalty: 4120.254883
	Iteration 61Q: 3 clusters Score -489866.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -489872.968750 Penalty: 4120.254883
	Iteration 62Q: 3 clusters Score -489873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -489878.031250 Penalty: 4120.254883
	Iteration 63Q: 3 clusters Score -489878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -489881.812500 Penalty: 4120.254883
	Iteration 64Q: 3 clusters Score -489881.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -489884.656250 Penalty: 4120.254883
	Iteration 65Q: 3 clusters Score -489884.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -489886.500000 Penalty: 4120.254883
	Iteration 66Q: 3 clusters Score -489886.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -489889.656250 Penalty: 4120.254883
	Iteration 67Q: 3 clusters Score -489889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -489894.218750 Penalty: 4120.254883
	Iteration 68Q: 3 clusters Score -489894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -489900.437500 Penalty: 4120.254883
	Iteration 69Q: 3 clusters Score -489900.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -489909.375000 Penalty: 4120.254883
	Iteration 70Q: 3 clusters Score -489909.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -489914.281250 Penalty: 4120.254883
	Iteration 71Q: 3 clusters Score -489914.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -489919.562500 Penalty: 4120.254883
	Iteration 72Q: 3 clusters Score -489919.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -489928.281250 Penalty: 4120.254883
	Iteration 73Q: 3 clusters Score -489928.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -489933.375000 Penalty: 4120.254883
	Iteration 74Q: 3 clusters Score -489933.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -489936.968750 Penalty: 4120.254883
	Iteration 75Q: 3 clusters Score -489937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -489940.156250 Penalty: 4120.254883
	Iteration 76Q: 3 clusters Score -489940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -489941.218750 Penalty: 4120.254883
	Iteration 77Q: 3 clusters Score -489941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -489943.468750 Penalty: 4120.254883
	Iteration 78Q: 3 clusters Score -489943.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -489945.906250 Penalty: 4120.254883
	Iteration 79Q: 3 clusters Score -489945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -489948.031250 Penalty: 4120.254883
	Iteration 80F: 3 clusters Score -489948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -489952.156250 Penalty: 4120.254883
	Iteration 81Q: 3 clusters Score -489952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -489952.718750 Penalty: 4120.254883
	Iteration 82Q: 3 clusters Score -489952.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -489952.718750 Penalty: 4120.254883
	Iteration 83F: 3 clusters Score -489952.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (12801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Entering Unmasked Estep 
Score: -1378697.375000 Penalty: 2345.405029
	Iteration 0F: 2 clusters Score -1378697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1369178.000000 Penalty: 4690.810059
	Iteration 0F: 3 clusters Score -1369178 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1372380.500000 Penalty: 4690.810059
	Iteration 1F: 3 clusters Score -1372380 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1372992.500000 Penalty: 4690.810059
	Iteration 2F: 3 clusters Score -1372992 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1373552.000000 Penalty: 4690.810059
	Iteration 3F: 3 clusters Score -1373552 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1374157.250000 Penalty: 4690.810059
	Iteration 4F: 3 clusters Score -1374157 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1374657.000000 Penalty: 4690.810059
	Iteration 5F: 3 clusters Score -1374657 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1375134.125000 Penalty: 4690.810059
	Iteration 6F: 3 clusters Score -1375134 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1375589.750000 Penalty: 4690.810059
	Iteration 7F: 3 clusters Score -1375590 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1376000.000000 Penalty: 4690.810059
	Iteration 8Q: 3 clusters Score -1376000 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1376410.750000 Penalty: 4690.810059
	Iteration 9Q: 3 clusters Score -1376411 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1376817.125000 Penalty: 4690.810059
	Iteration 10Q: 3 clusters Score -1376817 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1377121.875000 Penalty: 4690.810059
	Iteration 11Q: 3 clusters Score -1377122 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1377300.625000 Penalty: 4690.810059
	Iteration 12Q: 3 clusters Score -1377301 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1377400.625000 Penalty: 4690.810059
	Iteration 13Q: 3 clusters Score -1377401 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1377473.000000 Penalty: 4690.810059
	Iteration 14Q: 3 clusters Score -1377473 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1377521.500000 Penalty: 4690.810059
	Iteration 15Q: 3 clusters Score -1377522 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1377554.875000 Penalty: 4690.810059
	Iteration 16Q: 3 clusters Score -1377555 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1377584.125000 Penalty: 4690.810059
	Iteration 17Q: 3 clusters Score -1377584 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1377604.375000 Penalty: 4690.810059
	Iteration 18Q: 3 clusters Score -1377604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1377619.250000 Penalty: 4690.810059
	Iteration 19Q: 3 clusters Score -1377619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1377629.000000 Penalty: 4690.810059
	Iteration 20F: 3 clusters Score -1377629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1377634.250000 Penalty: 4690.810059
	Iteration 21Q: 3 clusters Score -1377634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1377637.625000 Penalty: 4690.810059
	Iteration 22Q: 3 clusters Score -1377638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1377642.500000 Penalty: 4690.810059
	Iteration 23Q: 3 clusters Score -1377642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1377648.875000 Penalty: 4690.810059
	Iteration 24Q: 3 clusters Score -1377649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1377651.750000 Penalty: 4690.810059
	Iteration 25Q: 3 clusters Score -1377652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1377654.500000 Penalty: 4690.810059
	Iteration 26Q: 3 clusters Score -1377654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1377659.000000 Penalty: 4690.810059
	Iteration 27Q: 3 clusters Score -1377659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1377662.750000 Penalty: 4690.810059
	Iteration 28Q: 3 clusters Score -1377663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1377665.750000 Penalty: 4690.810059
	Iteration 29Q: 3 clusters Score -1377666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1377671.375000 Penalty: 4690.810059
	Iteration 30Q: 3 clusters Score -1377671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1377674.375000 Penalty: 4690.810059
	Iteration 31Q: 3 clusters Score -1377674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1377678.375000 Penalty: 4690.810059
	Iteration 32Q: 3 clusters Score -1377678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1377679.875000 Penalty: 4690.810059
	Iteration 33Q: 3 clusters Score -1377680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1377678.000000 Penalty: 4690.810059
	Iteration 34Q: 3 clusters Score -1377678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1377680.000000 Penalty: 4690.810059
	Iteration 35Q: 3 clusters Score -1377680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1377680.625000 Penalty: 4690.810059
	Iteration 36Q: 3 clusters Score -1377681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1377679.375000 Penalty: 4690.810059
	Iteration 37Q: 3 clusters Score -1377679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1377681.750000 Penalty: 4690.810059
	Iteration 38Q: 3 clusters Score -1377682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1377680.625000 Penalty: 4690.810059
	Iteration 39Q: 3 clusters Score -1377681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1377679.625000 Penalty: 4690.810059
	Iteration 40F: 3 clusters Score -1377680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Entering Unmasked Estep 
Score: -782182.625000 Penalty: 2181.941895
	Iteration 0F: 2 clusters Score -782182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -776566.750000 Penalty: 4363.883789
	Iteration 0F: 3 clusters Score -776566.8 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -778066.062500 Penalty: 4363.883789
	Iteration 1F: 3 clusters Score -778066.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -778450.375000 Penalty: 4363.883789
	Iteration 2F: 3 clusters Score -778450.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -778879.000000 Penalty: 4363.883789
	Iteration 3F: 3 clusters Score -778879 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -779285.437500 Penalty: 4363.883789
	Iteration 4F: 3 clusters Score -779285.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -779717.312500 Penalty: 4363.883789
	Iteration 5F: 3 clusters Score -779717.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -780199.812500 Penalty: 4363.883789
	Iteration 6F: 3 clusters Score -780199.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -780657.812500 Penalty: 4363.883789
	Iteration 7F: 3 clusters Score -780657.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -781019.750000 Penalty: 4363.883789
	Iteration 8F: 3 clusters Score -781019.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -781242.562500 Penalty: 4363.883789
	Iteration 9Q: 3 clusters Score -781242.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -781419.625000 Penalty: 4363.883789
	Iteration 10Q: 3 clusters Score -781419.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -781551.187500 Penalty: 4363.883789
	Iteration 11Q: 3 clusters Score -781551.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -781623.187500 Penalty: 4363.883789
	Iteration 12Q: 3 clusters Score -781623.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -781677.062500 Penalty: 4363.883789
	Iteration 13Q: 3 clusters Score -781677.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -781708.625000 Penalty: 4363.883789
	Iteration 14Q: 3 clusters Score -781708.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -781728.625000 Penalty: 4363.883789
	Iteration 15Q: 3 clusters Score -781728.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -781743.375000 Penalty: 4363.883789
	Iteration 16Q: 3 clusters Score -781743.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -781761.437500 Penalty: 4363.883789
	Iteration 17Q: 3 clusters Score -781761.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -781777.625000 Penalty: 4363.883789
	Iteration 18Q: 3 clusters Score -781777.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -781795.750000 Penalty: 4363.883789
	Iteration 19Q: 3 clusters Score -781795.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -781810.062500 Penalty: 4363.883789
	Iteration 20F: 3 clusters Score -781810.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -781820.187500 Penalty: 4363.883789
	Iteration 21Q: 3 clusters Score -781820.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -781826.750000 Penalty: 4363.883789
	Iteration 22Q: 3 clusters Score -781826.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -781835.500000 Penalty: 4363.883789
	Iteration 23Q: 3 clusters Score -781835.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -781839.562500 Penalty: 4363.883789
	Iteration 24Q: 3 clusters Score -781839.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -781842.000000 Penalty: 4363.883789
	Iteration 25Q: 3 clusters Score -781842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -781843.500000 Penalty: 4363.883789
	Iteration 26Q: 3 clusters Score -781843.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -781845.500000 Penalty: 4363.883789
	Iteration 27Q: 3 clusters Score -781845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -781847.625000 Penalty: 4363.883789
	Iteration 28Q: 3 clusters Score -781847.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -781847.625000 Penalty: 4363.883789
	Iteration 29F: 3 clusters Score -781847.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Entering Unmasked Estep 
Score: -1384529.625000 Penalty: 2309.799805
	Iteration 0F: 2 clusters Score -1384530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1376136.125000 Penalty: 4619.599609
	Iteration 0F: 3 clusters Score -1376136 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1378720.875000 Penalty: 4619.599609
	Iteration 1F: 3 clusters Score -1378721 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1379011.625000 Penalty: 4619.599609
	Iteration 2F: 3 clusters Score -1379012 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1379304.625000 Penalty: 4619.599609
	Iteration 3Q: 3 clusters Score -1379305 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1379611.125000 Penalty: 4619.599609
	Iteration 4Q: 3 clusters Score -1379611 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1379985.500000 Penalty: 4619.599609
	Iteration 5F: 3 clusters Score -1379986 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1380461.375000 Penalty: 4619.599609
	Iteration 6F: 3 clusters Score -1380461 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1381034.875000 Penalty: 4619.599609
	Iteration 7F: 3 clusters Score -1381035 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1381627.750000 Penalty: 4619.599609
	Iteration 8F: 3 clusters Score -1381628 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1382178.000000 Penalty: 4619.599609
	Iteration 9F: 3 clusters Score -1382178 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1382685.500000 Penalty: 4619.599609
	Iteration 10Q: 3 clusters Score -1382686 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1383103.875000 Penalty: 4619.599609
	Iteration 11Q: 3 clusters Score -1383104 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1383350.500000 Penalty: 4619.599609
	Iteration 12Q: 3 clusters Score -1383350 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1383461.125000 Penalty: 4619.599609
	Iteration 13Q: 3 clusters Score -1383461 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1383511.625000 Penalty: 4619.599609
	Iteration 14Q: 3 clusters Score -1383512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1383540.750000 Penalty: 4619.599609
	Iteration 15Q: 3 clusters Score -1383541 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1383558.625000 Penalty: 4619.599609
	Iteration 16Q: 3 clusters Score -1383559 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1383578.875000 Penalty: 4619.599609
	Iteration 17Q: 3 clusters Score -1383579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1383588.875000 Penalty: 4619.599609
	Iteration 18Q: 3 clusters Score -1383589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1383591.375000 Penalty: 4619.599609
	Iteration 19Q: 3 clusters Score -1383591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1383594.250000 Penalty: 4619.599609
	Iteration 20F: 3 clusters Score -1383594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1383599.625000 Penalty: 4619.599609
	Iteration 21Q: 3 clusters Score -1383600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1383599.625000 Penalty: 4619.599609
	Iteration 22Q: 3 clusters Score -1383600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1383601.375000 Penalty: 4619.599609
	Iteration 23Q: 3 clusters Score -1383601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1383601.875000 Penalty: 4619.599609
	Iteration 24Q: 3 clusters Score -1383602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1383605.250000 Penalty: 4619.599609
	Iteration 25Q: 3 clusters Score -1383605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1383607.500000 Penalty: 4619.599609
	Iteration 26Q: 3 clusters Score -1383608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1383612.875000 Penalty: 4619.599609
	Iteration 27Q: 3 clusters Score -1383613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1383611.250000 Penalty: 4619.599609
	Iteration 28Q: 3 clusters Score -1383611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1383612.875000 Penalty: 4619.599609
	Iteration 29Q: 3 clusters Score -1383613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1383612.875000 Penalty: 4619.599609
	Iteration 30Q: 3 clusters Score -1383613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1383616.375000 Penalty: 4619.599609
	Iteration 31Q: 3 clusters Score -1383616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1383616.625000 Penalty: 4619.599609
	Iteration 32Q: 3 clusters Score -1383617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1383615.375000 Penalty: 4619.599609
	Iteration 33Q: 3 clusters Score -1383615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1383620.250000 Penalty: 4619.599609
	Iteration 34Q: 3 clusters Score -1383620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1383620.250000 Penalty: 4619.599609
	Iteration 35F: 3 clusters Score -1383620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -354482.312500 Penalty: 1984.833984
	Iteration 0F: 2 clusters Score -354482.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -351263.156250 Penalty: 3969.667969
	Iteration 0F: 3 clusters Score -351263.2 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -351940.812500 Penalty: 3969.667969
	Iteration 1F: 3 clusters Score -351940.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -352130.468750 Penalty: 3969.667969
	Iteration 2F: 3 clusters Score -352130.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -352252.437500 Penalty: 3969.667969
	Iteration 3F: 3 clusters Score -352252.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -352339.906250 Penalty: 3969.667969
	Iteration 4Q: 3 clusters Score -352339.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -352423.406250 Penalty: 3969.667969
	Iteration 5Q: 3 clusters Score -352423.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -352492.250000 Penalty: 3969.667969
	Iteration 6Q: 3 clusters Score -352492.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -352560.875000 Penalty: 3969.667969
	Iteration 7Q: 3 clusters Score -352560.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -352607.156250 Penalty: 3969.667969
	Iteration 8Q: 3 clusters Score -352607.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -352652.875000 Penalty: 3969.667969
	Iteration 9Q: 3 clusters Score -352652.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -352691.687500 Penalty: 3969.667969
	Iteration 10Q: 3 clusters Score -352691.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -352739.281250 Penalty: 3969.667969
	Iteration 11Q: 3 clusters Score -352739.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -352770.437500 Penalty: 3969.667969
	Iteration 12Q: 3 clusters Score -352770.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -352792.593750 Penalty: 3969.667969
	Iteration 13Q: 3 clusters Score -352792.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -352809.875000 Penalty: 3969.667969
	Iteration 14Q: 3 clusters Score -352809.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -352824.843750 Penalty: 3969.667969
	Iteration 15Q: 3 clusters Score -352824.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -352843.656250 Penalty: 3969.667969
	Iteration 16Q: 3 clusters Score -352843.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -352859.125000 Penalty: 3969.667969
	Iteration 17Q: 3 clusters Score -352859.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -352867.968750 Penalty: 3969.667969
	Iteration 18Q: 3 clusters Score -352868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -352876.343750 Penalty: 3969.667969
	Iteration 19Q: 3 clusters Score -352876.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -352886.125000 Penalty: 3969.667969
	Iteration 20F: 3 clusters Score -352886.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -352894.062500 Penalty: 3969.667969
	Iteration 21Q: 3 clusters Score -352894.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -352900.093750 Penalty: 3969.667969
	Iteration 22Q: 3 clusters Score -352900.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -352907.125000 Penalty: 3969.667969
	Iteration 23Q: 3 clusters Score -352907.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -352913.625000 Penalty: 3969.667969
	Iteration 24Q: 3 clusters Score -352913.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -352918.125000 Penalty: 3969.667969
	Iteration 25Q: 3 clusters Score -352918.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -352918.750000 Penalty: 3969.667969
	Iteration 26Q: 3 clusters Score -352918.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -352920.687500 Penalty: 3969.667969
	Iteration 27Q: 3 clusters Score -352920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -352921.781250 Penalty: 3969.667969
	Iteration 28Q: 3 clusters Score -352921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -352922.968750 Penalty: 3969.667969
	Iteration 29Q: 3 clusters Score -352923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -352923.937500 Penalty: 3969.667969
	Iteration 30Q: 3 clusters Score -352923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -352925.281250 Penalty: 3969.667969
	Iteration 31Q: 3 clusters Score -352925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -352925.593750 Penalty: 3969.667969
	Iteration 32Q: 3 clusters Score -352925.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -352925.593750 Penalty: 3969.667969
	Iteration 33F: 3 clusters Score -352925.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -188842.671875 Penalty: 1765.870239
	Iteration 0F: 2 clusters Score -188842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -186809.109375 Penalty: 3531.740479
	Iteration 0F: 3 clusters Score -186809.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -187618.906250 Penalty: 3531.740479
	Iteration 1F: 3 clusters Score -187618.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -187969.906250 Penalty: 3531.740479
	Iteration 2F: 3 clusters Score -187969.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -188216.265625 Penalty: 3531.740479
	Iteration 3F: 3 clusters Score -188216.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -188368.562500 Penalty: 3531.740479
	Iteration 4Q: 3 clusters Score -188368.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -188492.125000 Penalty: 3531.740479
	Iteration 5Q: 3 clusters Score -188492.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -188590.765625 Penalty: 3531.740479
	Iteration 6Q: 3 clusters Score -188590.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -188683.531250 Penalty: 3531.740479
	Iteration 7Q: 3 clusters Score -188683.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -188769.500000 Penalty: 3531.740479
	Iteration 8Q: 3 clusters Score -188769.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -188837.671875 Penalty: 3531.740479
	Iteration 9Q: 3 clusters Score -188837.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -188935.109375 Penalty: 3531.740479
	Iteration 10Q: 3 clusters Score -188935.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -189050.234375 Penalty: 3531.740479
	Iteration 11Q: 3 clusters Score -189050.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -189189.343750 Penalty: 3531.740479
	Iteration 12Q: 3 clusters Score -189189.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -189209.703125 Penalty: 3531.740479
	Iteration 13Q: 3 clusters Score -189209.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -189214.625000 Penalty: 3531.740479
	Iteration 14Q: 3 clusters Score -189214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -189217.609375 Penalty: 3531.740479
	Iteration 15Q: 3 clusters Score -189217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -189221.359375 Penalty: 3531.740479
	Iteration 16Q: 3 clusters Score -189221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -189223.953125 Penalty: 3531.740479
	Iteration 17Q: 3 clusters Score -189224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -189225.140625 Penalty: 3531.740479
	Iteration 18F: 3 clusters Score -189225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -189225.968750 Penalty: 3531.740479
	Iteration 19Q: 3 clusters Score -189226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -189225.968750 Penalty: 3531.740479
	Iteration 20F: 3 clusters Score -189226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 331 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235318 members 
Mstep: Class 12 contains 8207 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75890 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136322 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94209 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41847 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16268 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96536 members 
Mstep: Class 36 contains 32335 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12801 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 377 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16558 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16019 members 
Mstep: Class 61 contains 28912 members 
Mstep: Class 62 contains 32569 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10040 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 21156 members 
Mstep: Class 80 contains 272 members 
Mstep: Class 81 contains 2400 members 
Mstep: Class 82 contains 860 members 
Entering Unmasked Estep 
Score: -154535952.000000 Penalty: 286492.562500
Splitting cluster 51 changes total score from -154537056.000000 to -154535952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (8901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Entering Unmasked Estep 
Score: -1053465.625000 Penalty: 2255.291748
	Iteration 0F: 2 clusters Score -1053466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1046547.687500 Penalty: 4510.583496
	Iteration 0F: 3 clusters Score -1046548 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1048630.000000 Penalty: 4510.583496
	Iteration 1F: 3 clusters Score -1048630 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1049323.375000 Penalty: 4510.583496
	Iteration 2F: 3 clusters Score -1049323 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1050048.125000 Penalty: 4510.583496
	Iteration 3F: 3 clusters Score -1050048 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1050675.875000 Penalty: 4510.583496
	Iteration 4F: 3 clusters Score -1050676 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1051106.125000 Penalty: 4510.583496
	Iteration 5F: 3 clusters Score -1051106 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1051467.125000 Penalty: 4510.583496
	Iteration 6Q: 3 clusters Score -1051467 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1051754.750000 Penalty: 4510.583496
	Iteration 7Q: 3 clusters Score -1051755 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1051998.250000 Penalty: 4510.583496
	Iteration 8Q: 3 clusters Score -1051998 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1052192.125000 Penalty: 4510.583496
	Iteration 9Q: 3 clusters Score -1052192 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1052348.125000 Penalty: 4510.583496
	Iteration 10Q: 3 clusters Score -1052348 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1052475.875000 Penalty: 4510.583496
	Iteration 11Q: 3 clusters Score -1052476 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1052563.625000 Penalty: 4510.583496
	Iteration 12Q: 3 clusters Score -1052564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1052652.500000 Penalty: 4510.583496
	Iteration 13Q: 3 clusters Score -1052652 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1052727.250000 Penalty: 4510.583496
	Iteration 14Q: 3 clusters Score -1052727 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1052790.875000 Penalty: 4510.583496
	Iteration 15Q: 3 clusters Score -1052791 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1052836.750000 Penalty: 4510.583496
	Iteration 16Q: 3 clusters Score -1052837 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1052861.375000 Penalty: 4510.583496
	Iteration 17Q: 3 clusters Score -1052861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1052881.375000 Penalty: 4510.583496
	Iteration 18Q: 3 clusters Score -1052881 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1052898.750000 Penalty: 4510.583496
	Iteration 19Q: 3 clusters Score -1052899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1052915.250000 Penalty: 4510.583496
	Iteration 20F: 3 clusters Score -1052915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1052924.625000 Penalty: 4510.583496
	Iteration 21Q: 3 clusters Score -1052925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1052934.750000 Penalty: 4510.583496
	Iteration 22Q: 3 clusters Score -1052935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1052944.875000 Penalty: 4510.583496
	Iteration 23Q: 3 clusters Score -1052945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1052952.000000 Penalty: 4510.583496
	Iteration 24Q: 3 clusters Score -1052952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1052955.875000 Penalty: 4510.583496
	Iteration 25Q: 3 clusters Score -1052956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1052955.875000 Penalty: 4510.583496
	Iteration 26Q: 3 clusters Score -1052956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1052959.375000 Penalty: 4510.583496
	Iteration 27Q: 3 clusters Score -1052959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1052962.625000 Penalty: 4510.583496
	Iteration 28Q: 3 clusters Score -1052963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1052964.750000 Penalty: 4510.583496
	Iteration 29Q: 3 clusters Score -1052965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1052965.000000 Penalty: 4510.583496
	Iteration 30Q: 3 clusters Score -1052965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1052966.250000 Penalty: 4510.583496
	Iteration 31Q: 3 clusters Score -1052966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1052967.875000 Penalty: 4510.583496
	Iteration 32Q: 3 clusters Score -1052968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1052967.875000 Penalty: 4510.583496
	Iteration 33F: 3 clusters Score -1052968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -95978.742188 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -95978.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -94098.109375 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -94098.11 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -94416.203125 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -94416.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -94534.492188 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -94534.49 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94643.468750 Penalty: 3401.848145
	Iteration 3F: 3 clusters Score -94643.47 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -94784.445312 Penalty: 3401.848145
	Iteration 4F: 3 clusters Score -94784.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -94937.703125 Penalty: 3401.848145
	Iteration 5F: 3 clusters Score -94937.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95069.507812 Penalty: 3401.848145
	Iteration 6F: 3 clusters Score -95069.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95168.382812 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -95168.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95253.195312 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -95253.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95346.500000 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -95346.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95409.367188 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -95409.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -95473.281250 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -95473.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95506.398438 Penalty: 3401.848145
	Iteration 12Q: 3 clusters Score -95506.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -95532.515625 Penalty: 3401.848145
	Iteration 13Q: 3 clusters Score -95532.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -95545.359375 Penalty: 3401.848145
	Iteration 14Q: 3 clusters Score -95545.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95560.953125 Penalty: 3401.848145
	Iteration 15Q: 3 clusters Score -95560.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -95571.390625 Penalty: 3401.848145
	Iteration 16Q: 3 clusters Score -95571.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95583.890625 Penalty: 3401.848145
	Iteration 17Q: 3 clusters Score -95583.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -95587.960938 Penalty: 3401.848145
	Iteration 18Q: 3 clusters Score -95587.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -95589.109375 Penalty: 3401.848145
	Iteration 19Q: 3 clusters Score -95589.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -95590.476562 Penalty: 3401.848145
	Iteration 20F: 3 clusters Score -95590.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -306008.312500 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -306008.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -303028.062500 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -303028.1 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -303652.875000 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -303652.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -303817.687500 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -303817.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -303890.625000 Penalty: 3889.965088
	Iteration 3Q: 3 clusters Score -303890.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -303923.218750 Penalty: 3889.965088
	Iteration 4Q: 3 clusters Score -303923.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -303946.437500 Penalty: 3889.965088
	Iteration 5Q: 3 clusters Score -303946.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -303969.281250 Penalty: 3889.965088
	Iteration 6Q: 3 clusters Score -303969.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -303980.218750 Penalty: 3889.965088
	Iteration 7Q: 3 clusters Score -303980.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -303989.156250 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -303989.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -304000.375000 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -304000.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -304006.250000 Penalty: 3889.965088
	Iteration 10Q: 3 clusters Score -304006.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -304013.687500 Penalty: 3889.965088
	Iteration 11Q: 3 clusters Score -304013.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -304015.343750 Penalty: 3889.965088
	Iteration 12Q: 3 clusters Score -304015.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -304019.250000 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -304019.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -304024.750000 Penalty: 3889.965088
	Iteration 14Q: 3 clusters Score -304024.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -304028.718750 Penalty: 3889.965088
	Iteration 15Q: 3 clusters Score -304028.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -304033.312500 Penalty: 3889.965088
	Iteration 16Q: 3 clusters Score -304033.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -304036.218750 Penalty: 3889.965088
	Iteration 17Q: 3 clusters Score -304036.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -304040.000000 Penalty: 3889.965088
	Iteration 18Q: 3 clusters Score -304040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -304044.750000 Penalty: 3889.965088
	Iteration 19Q: 3 clusters Score -304044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -304047.562500 Penalty: 3889.965088
	Iteration 20F: 3 clusters Score -304047.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -304051.343750 Penalty: 3889.965088
	Iteration 21Q: 3 clusters Score -304051.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -304053.343750 Penalty: 3889.965088
	Iteration 22Q: 3 clusters Score -304053.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -304056.187500 Penalty: 3889.965088
	Iteration 23Q: 3 clusters Score -304056.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -304059.437500 Penalty: 3889.965088
	Iteration 24Q: 3 clusters Score -304059.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -304060.687500 Penalty: 3889.965088
	Iteration 25Q: 3 clusters Score -304060.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -304061.375000 Penalty: 3889.965088
	Iteration 26Q: 3 clusters Score -304061.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -304062.406250 Penalty: 3889.965088
	Iteration 27Q: 3 clusters Score -304062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -304062.812500 Penalty: 3889.965088
	Iteration 28Q: 3 clusters Score -304062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -304064.218750 Penalty: 3889.965088
	Iteration 29Q: 3 clusters Score -304064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -304066.281250 Penalty: 3889.965088
	Iteration 30Q: 3 clusters Score -304066.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -304068.687500 Penalty: 3889.965088
	Iteration 31Q: 3 clusters Score -304068.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -304069.687500 Penalty: 3889.965088
	Iteration 32Q: 3 clusters Score -304069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -304070.937500 Penalty: 3889.965088
	Iteration 33Q: 3 clusters Score -304070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -304071.968750 Penalty: 3889.965088
	Iteration 34Q: 3 clusters Score -304072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -304072.406250 Penalty: 3889.965088
	Iteration 35Q: 3 clusters Score -304072.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -304075.250000 Penalty: 3889.965088
	Iteration 36Q: 3 clusters Score -304075.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -304077.093750 Penalty: 3889.965088
	Iteration 37Q: 3 clusters Score -304077.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -304079.000000 Penalty: 3889.965088
	Iteration 38Q: 3 clusters Score -304079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -304082.250000 Penalty: 3889.965088
	Iteration 39Q: 3 clusters Score -304082.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -304084.187500 Penalty: 3889.965088
	Iteration 40F: 3 clusters Score -304084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -304085.687500 Penalty: 3889.965088
	Iteration 41Q: 3 clusters Score -304085.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -304086.562500 Penalty: 3889.965088
	Iteration 42Q: 3 clusters Score -304086.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -304087.968750 Penalty: 3889.965088
	Iteration 43Q: 3 clusters Score -304088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -304088.468750 Penalty: 3889.965088
	Iteration 44Q: 3 clusters Score -304088.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -304088.468750 Penalty: 3889.965088
	Iteration 45F: 3 clusters Score -304088.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -97069.843750 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -97069.84 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 328 members 
Entering Unmasked Estep 
Score: -95493.906250 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -95493.91 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -95876.257812 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -95876.26 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -96054.742188 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -96054.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96134.164062 Penalty: 3230.562256
	Iteration 3Q: 3 clusters Score -96134.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -96212.070312 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -96212.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -96279.773438 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -96279.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96349.437500 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -96349.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96401.250000 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -96401.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96432.531250 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -96432.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -96485.078125 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -96485.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -96502.906250 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -96502.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -96509.015625 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -96509.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -96511.218750 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -96511.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -96517.125000 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -96517.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -96520.210938 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -96520.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -96531.257812 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -96531.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -96535.414062 Penalty: 3230.562256
	Iteration 16Q: 3 clusters Score -96535.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -96536.226562 Penalty: 3230.562256
	Iteration 17Q: 3 clusters Score -96536.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -96543.109375 Penalty: 3230.562256
	Iteration 18Q: 3 clusters Score -96543.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -96543.109375 Penalty: 3230.562256
	Iteration 19F: 3 clusters Score -96543.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -284583.843750 Penalty: 1929.618774
	Iteration 0F: 2 clusters Score -284583.8 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 1201 members 
Entering Unmasked Estep 
Score: -281738.593750 Penalty: 3859.237549
	Iteration 0F: 3 clusters Score -281738.6 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -282281.312500 Penalty: 3859.237549
	Iteration 1F: 3 clusters Score -282281.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -282432.906250 Penalty: 3859.237549
	Iteration 2F: 3 clusters Score -282432.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -282534.375000 Penalty: 3859.237549
	Iteration 3Q: 3 clusters Score -282534.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -282616.250000 Penalty: 3859.237549
	Iteration 4Q: 3 clusters Score -282616.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -282686.406250 Penalty: 3859.237549
	Iteration 5Q: 3 clusters Score -282686.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -282783.468750 Penalty: 3859.237549
	Iteration 6Q: 3 clusters Score -282783.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -282897.812500 Penalty: 3859.237549
	Iteration 7Q: 3 clusters Score -282897.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -283016.062500 Penalty: 3859.237549
	Iteration 8Q: 3 clusters Score -283016.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -283167.906250 Penalty: 3859.237549
	Iteration 9Q: 3 clusters Score -283167.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -283299.875000 Penalty: 3859.237549
	Iteration 10Q: 3 clusters Score -283299.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -283383.906250 Penalty: 3859.237549
	Iteration 11Q: 3 clusters Score -283383.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -283427.531250 Penalty: 3859.237549
	Iteration 12Q: 3 clusters Score -283427.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -283454.156250 Penalty: 3859.237549
	Iteration 13Q: 3 clusters Score -283454.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -283466.281250 Penalty: 3859.237549
	Iteration 14Q: 3 clusters Score -283466.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -283472.906250 Penalty: 3859.237549
	Iteration 15Q: 3 clusters Score -283472.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -283478.375000 Penalty: 3859.237549
	Iteration 16Q: 3 clusters Score -283478.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -283481.875000 Penalty: 3859.237549
	Iteration 17Q: 3 clusters Score -283481.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -283486.562500 Penalty: 3859.237549
	Iteration 18Q: 3 clusters Score -283486.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -283490.906250 Penalty: 3859.237549
	Iteration 19Q: 3 clusters Score -283490.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -283497.531250 Penalty: 3859.237549
	Iteration 20F: 3 clusters Score -283497.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -283499.218750 Penalty: 3859.237549
	Iteration 21Q: 3 clusters Score -283499.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -283502.375000 Penalty: 3859.237549
	Iteration 22Q: 3 clusters Score -283502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -283504.125000 Penalty: 3859.237549
	Iteration 23Q: 3 clusters Score -283504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -283505.656250 Penalty: 3859.237549
	Iteration 24Q: 3 clusters Score -283505.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -283507.031250 Penalty: 3859.237549
	Iteration 25Q: 3 clusters Score -283507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -283507.031250 Penalty: 3859.237549
	Iteration 26F: 3 clusters Score -283507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (16558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Entering Unmasked Estep 
Score: -2056920.000000 Penalty: 2409.226807
	Iteration 0F: 2 clusters Score -2056920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2045038.125000 Penalty: 4818.453613
	Iteration 0F: 3 clusters Score -2045038 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2048884.375000 Penalty: 4818.453613
	Iteration 1F: 3 clusters Score -2048884 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2049345.625000 Penalty: 4818.453613
	Iteration 2F: 3 clusters Score -2049346 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2049791.250000 Penalty: 4818.453613
	Iteration 3F: 3 clusters Score -2049791 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2050395.000000 Penalty: 4818.453613
	Iteration 4F: 3 clusters Score -2050395 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2051240.375000 Penalty: 4818.453613
	Iteration 5F: 3 clusters Score -2051240 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2052259.500000 Penalty: 4818.453613
	Iteration 6F: 3 clusters Score -2052260 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2053241.375000 Penalty: 4818.453613
	Iteration 7F: 3 clusters Score -2053241 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2053981.000000 Penalty: 4818.453613
	Iteration 8F: 3 clusters Score -2053981 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2054421.500000 Penalty: 4818.453613
	Iteration 9Q: 3 clusters Score -2054422 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2054638.500000 Penalty: 4818.453613
	Iteration 10Q: 3 clusters Score -2054638 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2054767.875000 Penalty: 4818.453613
	Iteration 11Q: 3 clusters Score -2054768 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2054840.625000 Penalty: 4818.453613
	Iteration 12Q: 3 clusters Score -2054841 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2054899.125000 Penalty: 4818.453613
	Iteration 13Q: 3 clusters Score -2054899 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2054928.750000 Penalty: 4818.453613
	Iteration 14Q: 3 clusters Score -2054929 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2054958.875000 Penalty: 4818.453613
	Iteration 15Q: 3 clusters Score -2054959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2054975.750000 Penalty: 4818.453613
	Iteration 16Q: 3 clusters Score -2054976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2054980.000000 Penalty: 4818.453613
	Iteration 17Q: 3 clusters Score -2054980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2054997.000000 Penalty: 4818.453613
	Iteration 18Q: 3 clusters Score -2054997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2055002.750000 Penalty: 4818.453613
	Iteration 19Q: 3 clusters Score -2055003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2055006.875000 Penalty: 4818.453613
	Iteration 20F: 3 clusters Score -2055007 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2055016.125000 Penalty: 4818.453613
	Iteration 21Q: 3 clusters Score -2055016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2055029.375000 Penalty: 4818.453613
	Iteration 22Q: 3 clusters Score -2055029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2055028.625000 Penalty: 4818.453613
	Iteration 23Q: 3 clusters Score -2055029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2055041.875000 Penalty: 4818.453613
	Iteration 24Q: 3 clusters Score -2055042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2055047.625000 Penalty: 4818.453613
	Iteration 25Q: 3 clusters Score -2055048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2055047.375000 Penalty: 4818.453613
	Iteration 26Q: 3 clusters Score -2055047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2055049.125000 Penalty: 4818.453613
	Iteration 27Q: 3 clusters Score -2055049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2055058.000000 Penalty: 4818.453613
	Iteration 28Q: 3 clusters Score -2055058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2055064.375000 Penalty: 4818.453613
	Iteration 29Q: 3 clusters Score -2055064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2055064.250000 Penalty: 4818.453613
	Iteration 30Q: 3 clusters Score -2055064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2055069.750000 Penalty: 4818.453613
	Iteration 31Q: 3 clusters Score -2055070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2055071.875000 Penalty: 4818.453613
	Iteration 32Q: 3 clusters Score -2055072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2055078.500000 Penalty: 4818.453613
	Iteration 33Q: 3 clusters Score -2055078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2055081.250000 Penalty: 4818.453613
	Iteration 34Q: 3 clusters Score -2055081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2055078.625000 Penalty: 4818.453613
	Iteration 35Q: 3 clusters Score -2055079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2055081.125000 Penalty: 4818.453613
	Iteration 36Q: 3 clusters Score -2055081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2055081.375000 Penalty: 4818.453613
	Iteration 37Q: 3 clusters Score -2055081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2055083.625000 Penalty: 4818.453613
	Iteration 38Q: 3 clusters Score -2055084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2055080.500000 Penalty: 4818.453613
	Iteration 39Q: 3 clusters Score -2055080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2055083.500000 Penalty: 4818.453613
	Iteration 40F: 3 clusters Score -2055084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2055085.375000 Penalty: 4818.453613
	Iteration 41Q: 3 clusters Score -2055085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2055085.750000 Penalty: 4818.453613
	Iteration 42Q: 3 clusters Score -2055086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2055084.625000 Penalty: 4818.453613
	Iteration 43Q: 3 clusters Score -2055085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2055084.625000 Penalty: 4818.453613
	Iteration 44F: 3 clusters Score -2055085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -244122.312500 Penalty: 1897.477783
	Iteration 0F: 2 clusters Score -244122.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -241461.859375 Penalty: 3794.955566
	Iteration 0F: 3 clusters Score -241461.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -241988.359375 Penalty: 3794.955566
	Iteration 1F: 3 clusters Score -241988.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -242129.890625 Penalty: 3794.955566
	Iteration 2F: 3 clusters Score -242129.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -242201.437500 Penalty: 3794.955566
	Iteration 3Q: 3 clusters Score -242201.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -242256.140625 Penalty: 3794.955566
	Iteration 4Q: 3 clusters Score -242256.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -242303.437500 Penalty: 3794.955566
	Iteration 5Q: 3 clusters Score -242303.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -242335.093750 Penalty: 3794.955566
	Iteration 6Q: 3 clusters Score -242335.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -242362.875000 Penalty: 3794.955566
	Iteration 7Q: 3 clusters Score -242362.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -242382.250000 Penalty: 3794.955566
	Iteration 8Q: 3 clusters Score -242382.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -242396.531250 Penalty: 3794.955566
	Iteration 9Q: 3 clusters Score -242396.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -242408.062500 Penalty: 3794.955566
	Iteration 10Q: 3 clusters Score -242408.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -242413.390625 Penalty: 3794.955566
	Iteration 11Q: 3 clusters Score -242413.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -242420.984375 Penalty: 3794.955566
	Iteration 12Q: 3 clusters Score -242421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -242428.984375 Penalty: 3794.955566
	Iteration 13Q: 3 clusters Score -242429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -242436.218750 Penalty: 3794.955566
	Iteration 14Q: 3 clusters Score -242436.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -242440.453125 Penalty: 3794.955566
	Iteration 15Q: 3 clusters Score -242440.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -242442.281250 Penalty: 3794.955566
	Iteration 16Q: 3 clusters Score -242442.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -242444.468750 Penalty: 3794.955566
	Iteration 17Q: 3 clusters Score -242444.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -242445.906250 Penalty: 3794.955566
	Iteration 18Q: 3 clusters Score -242445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -242447.562500 Penalty: 3794.955566
	Iteration 19Q: 3 clusters Score -242447.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -242449.500000 Penalty: 3794.955566
	Iteration 20F: 3 clusters Score -242449.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -242453.343750 Penalty: 3794.955566
	Iteration 21Q: 3 clusters Score -242453.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -242459.296875 Penalty: 3794.955566
	Iteration 22Q: 3 clusters Score -242459.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -242466.234375 Penalty: 3794.955566
	Iteration 23Q: 3 clusters Score -242466.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -242473.656250 Penalty: 3794.955566
	Iteration 24Q: 3 clusters Score -242473.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -242481.296875 Penalty: 3794.955566
	Iteration 25Q: 3 clusters Score -242481.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -242487.703125 Penalty: 3794.955566
	Iteration 26Q: 3 clusters Score -242487.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -242494.750000 Penalty: 3794.955566
	Iteration 27Q: 3 clusters Score -242494.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -242498.953125 Penalty: 3794.955566
	Iteration 28Q: 3 clusters Score -242499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -242500.421875 Penalty: 3794.955566
	Iteration 29Q: 3 clusters Score -242500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -242503.546875 Penalty: 3794.955566
	Iteration 30Q: 3 clusters Score -242503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -242504.906250 Penalty: 3794.955566
	Iteration 31Q: 3 clusters Score -242504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -242506.578125 Penalty: 3794.955566
	Iteration 32Q: 3 clusters Score -242506.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -242506.578125 Penalty: 3794.955566
	Iteration 33F: 3 clusters Score -242506.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -519090.531250 Penalty: 2083.530518
	Iteration 0F: 2 clusters Score -519090.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -514870.718750 Penalty: 4167.061035
	Iteration 0F: 3 clusters Score -514870.7 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -515823.687500 Penalty: 4167.061035
	Iteration 1F: 3 clusters Score -515823.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -516067.125000 Penalty: 4167.061035
	Iteration 2F: 3 clusters Score -516067.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -516228.187500 Penalty: 4167.061035
	Iteration 3F: 3 clusters Score -516228.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -516385.343750 Penalty: 4167.061035
	Iteration 4Q: 3 clusters Score -516385.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -516575.781250 Penalty: 4167.061035
	Iteration 5F: 3 clusters Score -516575.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -516775.437500 Penalty: 4167.061035
	Iteration 6F: 3 clusters Score -516775.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -516975.343750 Penalty: 4167.061035
	Iteration 7F: 3 clusters Score -516975.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -517135.687500 Penalty: 4167.061035
	Iteration 8Q: 3 clusters Score -517135.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -517249.875000 Penalty: 4167.061035
	Iteration 9Q: 3 clusters Score -517249.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -517354.968750 Penalty: 4167.061035
	Iteration 10Q: 3 clusters Score -517355 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -517439.687500 Penalty: 4167.061035
	Iteration 11Q: 3 clusters Score -517439.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -517501.500000 Penalty: 4167.061035
	Iteration 12Q: 3 clusters Score -517501.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -517547.968750 Penalty: 4167.061035
	Iteration 13Q: 3 clusters Score -517548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -517575.562500 Penalty: 4167.061035
	Iteration 14Q: 3 clusters Score -517575.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -517602.375000 Penalty: 4167.061035
	Iteration 15Q: 3 clusters Score -517602.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -517620.375000 Penalty: 4167.061035
	Iteration 16Q: 3 clusters Score -517620.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -517637.750000 Penalty: 4167.061035
	Iteration 17Q: 3 clusters Score -517637.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -517647.500000 Penalty: 4167.061035
	Iteration 18Q: 3 clusters Score -517647.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -517657.187500 Penalty: 4167.061035
	Iteration 19Q: 3 clusters Score -517657.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -517666.750000 Penalty: 4167.061035
	Iteration 20F: 3 clusters Score -517666.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -517672.625000 Penalty: 4167.061035
	Iteration 21Q: 3 clusters Score -517672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -517675.250000 Penalty: 4167.061035
	Iteration 22Q: 3 clusters Score -517675.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -517676.281250 Penalty: 4167.061035
	Iteration 23Q: 3 clusters Score -517676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -517676.906250 Penalty: 4167.061035
	Iteration 24Q: 3 clusters Score -517676.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -517676.906250 Penalty: 4167.061035
	Iteration 25F: 3 clusters Score -517676.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (16019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Entering Unmasked Estep 
Score: -1964231.500000 Penalty: 2401.019775
	Iteration 0F: 2 clusters Score -1964232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1952666.000000 Penalty: 4802.039551
	Iteration 0F: 3 clusters Score -1952666 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1956456.500000 Penalty: 4802.039551
	Iteration 1F: 3 clusters Score -1956456 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1956818.750000 Penalty: 4802.039551
	Iteration 2F: 3 clusters Score -1956819 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1957147.500000 Penalty: 4802.039551
	Iteration 3Q: 3 clusters Score -1957148 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1957459.750000 Penalty: 4802.039551
	Iteration 4Q: 3 clusters Score -1957460 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1957802.500000 Penalty: 4802.039551
	Iteration 5Q: 3 clusters Score -1957802 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1958170.875000 Penalty: 4802.039551
	Iteration 6Q: 3 clusters Score -1958171 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1958587.250000 Penalty: 4802.039551
	Iteration 7Q: 3 clusters Score -1958587 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1959053.875000 Penalty: 4802.039551
	Iteration 8Q: 3 clusters Score -1959054 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1959604.125000 Penalty: 4802.039551
	Iteration 9Q: 3 clusters Score -1959604 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1960232.500000 Penalty: 4802.039551
	Iteration 10Q: 3 clusters Score -1960232 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1960850.125000 Penalty: 4802.039551
	Iteration 11Q: 3 clusters Score -1960850 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1961329.000000 Penalty: 4802.039551
	Iteration 12Q: 3 clusters Score -1961329 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1961646.625000 Penalty: 4802.039551
	Iteration 13Q: 3 clusters Score -1961647 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1961887.750000 Penalty: 4802.039551
	Iteration 14Q: 3 clusters Score -1961888 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1962070.500000 Penalty: 4802.039551
	Iteration 15Q: 3 clusters Score -1962070 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1962197.375000 Penalty: 4802.039551
	Iteration 16Q: 3 clusters Score -1962197 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1962284.750000 Penalty: 4802.039551
	Iteration 17Q: 3 clusters Score -1962285 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1962341.250000 Penalty: 4802.039551
	Iteration 18Q: 3 clusters Score -1962341 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1962379.500000 Penalty: 4802.039551
	Iteration 19Q: 3 clusters Score -1962380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1962405.875000 Penalty: 4802.039551
	Iteration 20F: 3 clusters Score -1962406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1962432.375000 Penalty: 4802.039551
	Iteration 21Q: 3 clusters Score -1962432 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1962452.500000 Penalty: 4802.039551
	Iteration 22Q: 3 clusters Score -1962452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1962469.875000 Penalty: 4802.039551
	Iteration 23Q: 3 clusters Score -1962470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1962491.500000 Penalty: 4802.039551
	Iteration 24Q: 3 clusters Score -1962492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1962500.000000 Penalty: 4802.039551
	Iteration 25Q: 3 clusters Score -1962500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1962514.875000 Penalty: 4802.039551
	Iteration 26Q: 3 clusters Score -1962515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1962531.250000 Penalty: 4802.039551
	Iteration 27Q: 3 clusters Score -1962531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1962537.000000 Penalty: 4802.039551
	Iteration 28Q: 3 clusters Score -1962537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1962548.625000 Penalty: 4802.039551
	Iteration 29Q: 3 clusters Score -1962549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1962555.250000 Penalty: 4802.039551
	Iteration 30Q: 3 clusters Score -1962555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1962564.125000 Penalty: 4802.039551
	Iteration 31Q: 3 clusters Score -1962564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1962561.125000 Penalty: 4802.039551
	Iteration 32Q: 3 clusters Score -1962561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1962565.250000 Penalty: 4802.039551
	Iteration 33Q: 3 clusters Score -1962565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1962568.000000 Penalty: 4802.039551
	Iteration 34Q: 3 clusters Score -1962568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1962568.750000 Penalty: 4802.039551
	Iteration 35Q: 3 clusters Score -1962569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1962570.875000 Penalty: 4802.039551
	Iteration 36Q: 3 clusters Score -1962571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1962569.750000 Penalty: 4802.039551
	Iteration 37Q: 3 clusters Score -1962570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1962571.000000 Penalty: 4802.039551
	Iteration 38Q: 3 clusters Score -1962571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1962568.375000 Penalty: 4802.039551
	Iteration 39Q: 3 clusters Score -1962568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1962568.750000 Penalty: 4802.039551
	Iteration 40F: 3 clusters Score -1962569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1962568.375000 Penalty: 4802.039551
	Iteration 41Q: 3 clusters Score -1962568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1962569.000000 Penalty: 4802.039551
	Iteration 42Q: 3 clusters Score -1962569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1962569.375000 Penalty: 4802.039551
	Iteration 43Q: 3 clusters Score -1962569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1962569.375000 Penalty: 4802.039551
	Iteration 44F: 3 clusters Score -1962569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (28912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Entering Unmasked Estep 
Score: -3454298.750000 Penalty: 2547.458984
	Iteration 0F: 2 clusters Score -3454299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3434572.750000 Penalty: 5094.917969
	Iteration 0F: 3 clusters Score -3434573 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3441455.250000 Penalty: 5094.917969
	Iteration 1F: 3 clusters Score -3441455 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3442024.250000 Penalty: 5094.917969
	Iteration 2F: 3 clusters Score -3442024 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3442610.000000 Penalty: 5094.917969
	Iteration 3Q: 3 clusters Score -3442610 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3443294.250000 Penalty: 5094.917969
	Iteration 4Q: 3 clusters Score -3443294 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3444042.250000 Penalty: 5094.917969
	Iteration 5Q: 3 clusters Score -3444042 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3444765.000000 Penalty: 5094.917969
	Iteration 6F: 3 clusters Score -3444765 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3445510.750000 Penalty: 5094.917969
	Iteration 7Q: 3 clusters Score -3445511 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3446289.250000 Penalty: 5094.917969
	Iteration 8Q: 3 clusters Score -3446289 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3447103.500000 Penalty: 5094.917969
	Iteration 9Q: 3 clusters Score -3447104 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3447770.500000 Penalty: 5094.917969
	Iteration 10Q: 3 clusters Score -3447770 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3448291.500000 Penalty: 5094.917969
	Iteration 11Q: 3 clusters Score -3448292 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3448711.750000 Penalty: 5094.917969
	Iteration 12Q: 3 clusters Score -3448712 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3449013.250000 Penalty: 5094.917969
	Iteration 13Q: 3 clusters Score -3449013 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3449245.750000 Penalty: 5094.917969
	Iteration 14Q: 3 clusters Score -3449246 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3449422.000000 Penalty: 5094.917969
	Iteration 15Q: 3 clusters Score -3449422 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3449583.250000 Penalty: 5094.917969
	Iteration 16Q: 3 clusters Score -3449583 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3449749.250000 Penalty: 5094.917969
	Iteration 17Q: 3 clusters Score -3449749 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3449933.500000 Penalty: 5094.917969
	Iteration 18Q: 3 clusters Score -3449934 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3450118.000000 Penalty: 5094.917969
	Iteration 19Q: 3 clusters Score -3450118 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3450276.000000 Penalty: 5094.917969
	Iteration 20F: 3 clusters Score -3450276 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3450441.250000 Penalty: 5094.917969
	Iteration 21Q: 3 clusters Score -3450441 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3450592.750000 Penalty: 5094.917969
	Iteration 22Q: 3 clusters Score -3450593 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3450744.500000 Penalty: 5094.917969
	Iteration 23Q: 3 clusters Score -3450744 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3450852.750000 Penalty: 5094.917969
	Iteration 24Q: 3 clusters Score -3450853 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3450940.750000 Penalty: 5094.917969
	Iteration 25Q: 3 clusters Score -3450941 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3451028.000000 Penalty: 5094.917969
	Iteration 26Q: 3 clusters Score -3451028 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3451104.250000 Penalty: 5094.917969
	Iteration 27Q: 3 clusters Score -3451104 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3451170.750000 Penalty: 5094.917969
	Iteration 28Q: 3 clusters Score -3451171 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3451235.000000 Penalty: 5094.917969
	Iteration 29Q: 3 clusters Score -3451235 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3451289.000000 Penalty: 5094.917969
	Iteration 30Q: 3 clusters Score -3451289 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3451336.500000 Penalty: 5094.917969
	Iteration 31Q: 3 clusters Score -3451336 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -3451387.500000 Penalty: 5094.917969
	Iteration 32Q: 3 clusters Score -3451388 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -3451439.250000 Penalty: 5094.917969
	Iteration 33Q: 3 clusters Score -3451439 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3451469.250000 Penalty: 5094.917969
	Iteration 34Q: 3 clusters Score -3451469 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3451507.250000 Penalty: 5094.917969
	Iteration 35Q: 3 clusters Score -3451507 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3451553.250000 Penalty: 5094.917969
	Iteration 36Q: 3 clusters Score -3451553 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3451616.000000 Penalty: 5094.917969
	Iteration 37Q: 3 clusters Score -3451616 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -3451674.500000 Penalty: 5094.917969
	Iteration 38Q: 3 clusters Score -3451674 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -3451745.750000 Penalty: 5094.917969
	Iteration 39Q: 3 clusters Score -3451746 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -3451805.250000 Penalty: 5094.917969
	Iteration 40F: 3 clusters Score -3451805 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3451877.750000 Penalty: 5094.917969
	Iteration 41Q: 3 clusters Score -3451878 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3451926.750000 Penalty: 5094.917969
	Iteration 42Q: 3 clusters Score -3451927 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3451988.750000 Penalty: 5094.917969
	Iteration 43Q: 3 clusters Score -3451989 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3452040.000000 Penalty: 5094.917969
	Iteration 44Q: 3 clusters Score -3452040 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3452086.250000 Penalty: 5094.917969
	Iteration 45Q: 3 clusters Score -3452086 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3452129.500000 Penalty: 5094.917969
	Iteration 46Q: 3 clusters Score -3452130 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3452174.750000 Penalty: 5094.917969
	Iteration 47Q: 3 clusters Score -3452175 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3452215.250000 Penalty: 5094.917969
	Iteration 48Q: 3 clusters Score -3452215 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3452264.750000 Penalty: 5094.917969
	Iteration 49Q: 3 clusters Score -3452265 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3452298.750000 Penalty: 5094.917969
	Iteration 50Q: 3 clusters Score -3452299 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3452355.000000 Penalty: 5094.917969
	Iteration 51Q: 3 clusters Score -3452355 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3452377.250000 Penalty: 5094.917969
	Iteration 52Q: 3 clusters Score -3452377 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3452398.750000 Penalty: 5094.917969
	Iteration 53Q: 3 clusters Score -3452399 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3452420.000000 Penalty: 5094.917969
	Iteration 54Q: 3 clusters Score -3452420 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3452436.250000 Penalty: 5094.917969
	Iteration 55Q: 3 clusters Score -3452436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3452457.750000 Penalty: 5094.917969
	Iteration 56Q: 3 clusters Score -3452458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3452469.250000 Penalty: 5094.917969
	Iteration 57Q: 3 clusters Score -3452469 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3452485.000000 Penalty: 5094.917969
	Iteration 58Q: 3 clusters Score -3452485 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3452501.750000 Penalty: 5094.917969
	Iteration 59Q: 3 clusters Score -3452502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3452523.750000 Penalty: 5094.917969
	Iteration 60F: 3 clusters Score -3452524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3452529.750000 Penalty: 5094.917969
	Iteration 61Q: 3 clusters Score -3452530 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3452542.000000 Penalty: 5094.917969
	Iteration 62Q: 3 clusters Score -3452542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3452551.250000 Penalty: 5094.917969
	Iteration 63Q: 3 clusters Score -3452551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3452556.750000 Penalty: 5094.917969
	Iteration 64Q: 3 clusters Score -3452557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3452554.750000 Penalty: 5094.917969
	Iteration 65Q: 3 clusters Score -3452555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3452563.750000 Penalty: 5094.917969
	Iteration 66Q: 3 clusters Score -3452564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3452582.750000 Penalty: 5094.917969
	Iteration 67Q: 3 clusters Score -3452583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3452582.500000 Penalty: 5094.917969
	Iteration 68Q: 3 clusters Score -3452582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3452578.500000 Penalty: 5094.917969
	Iteration 69Q: 3 clusters Score -3452578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3452583.250000 Penalty: 5094.917969
	Iteration 70Q: 3 clusters Score -3452583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3452584.750000 Penalty: 5094.917969
	Iteration 71Q: 3 clusters Score -3452585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3452592.250000 Penalty: 5094.917969
	Iteration 72Q: 3 clusters Score -3452592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3452592.000000 Penalty: 5094.917969
	Iteration 73Q: 3 clusters Score -3452592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3452597.000000 Penalty: 5094.917969
	Iteration 74Q: 3 clusters Score -3452597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3452593.250000 Penalty: 5094.917969
	Iteration 75Q: 3 clusters Score -3452593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -3452598.250000 Penalty: 5094.917969
	Iteration 76Q: 3 clusters Score -3452598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -3452600.000000 Penalty: 5094.917969
	Iteration 77Q: 3 clusters Score -3452600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3452604.500000 Penalty: 5094.917969
	Iteration 78Q: 3 clusters Score -3452604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -3452610.000000 Penalty: 5094.917969
	Iteration 79Q: 3 clusters Score -3452610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3452621.500000 Penalty: 5094.917969
	Iteration 80F: 3 clusters Score -3452622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3452630.000000 Penalty: 5094.917969
	Iteration 81Q: 3 clusters Score -3452630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3452637.750000 Penalty: 5094.917969
	Iteration 82Q: 3 clusters Score -3452638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3452639.750000 Penalty: 5094.917969
	Iteration 83Q: 3 clusters Score -3452640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3452635.500000 Penalty: 5094.917969
	Iteration 84Q: 3 clusters Score -3452636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3452637.000000 Penalty: 5094.917969
	Iteration 85Q: 3 clusters Score -3452637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3452641.750000 Penalty: 5094.917969
	Iteration 86Q: 3 clusters Score -3452642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3452644.250000 Penalty: 5094.917969
	Iteration 87Q: 3 clusters Score -3452644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3452635.500000 Penalty: 5094.917969
	Iteration 88Q: 3 clusters Score -3452636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3452640.750000 Penalty: 5094.917969
	Iteration 89Q: 3 clusters Score -3452641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3452641.750000 Penalty: 5094.917969
	Iteration 90Q: 3 clusters Score -3452642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3452643.750000 Penalty: 5094.917969
	Iteration 91Q: 3 clusters Score -3452644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -3452645.500000 Penalty: 5094.917969
	Iteration 92Q: 3 clusters Score -3452646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -3452644.500000 Penalty: 5094.917969
	Iteration 93Q: 3 clusters Score -3452644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -3452648.500000 Penalty: 5094.917969
	Iteration 94Q: 3 clusters Score -3452648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3452642.250000 Penalty: 5094.917969
	Iteration 95Q: 3 clusters Score -3452642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3452643.000000 Penalty: 5094.917969
	Iteration 96Q: 3 clusters Score -3452643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3452652.250000 Penalty: 5094.917969
	Iteration 97Q: 3 clusters Score -3452652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3452653.000000 Penalty: 5094.917969
	Iteration 98Q: 3 clusters Score -3452653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3452650.000000 Penalty: 5094.917969
	Iteration 99Q: 3 clusters Score -3452650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3452649.500000 Penalty: 5094.917969
	Iteration 100F: 3 clusters Score -3452650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -3452651.750000 Penalty: 5094.917969
	Iteration 101Q: 3 clusters Score -3452652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3452654.250000 Penalty: 5094.917969
	Iteration 102Q: 3 clusters Score -3452654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3452653.750000 Penalty: 5094.917969
	Iteration 103Q: 3 clusters Score -3452654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -3452663.000000 Penalty: 5094.917969
	Iteration 104Q: 3 clusters Score -3452663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3452666.000000 Penalty: 5094.917969
	Iteration 105Q: 3 clusters Score -3452666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3452663.250000 Penalty: 5094.917969
	Iteration 106Q: 3 clusters Score -3452663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3452663.250000 Penalty: 5094.917969
	Iteration 107F: 3 clusters Score -3452663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (32569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32569 members 
Entering Unmasked Estep 
Score: -3918224.000000 Penalty: 2576.996826
	Iteration 0F: 2 clusters Score -3918224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3895957.750000 Penalty: 5153.993652
	Iteration 0F: 3 clusters Score -3895958 nChanged 14728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3903944.000000 Penalty: 5153.993652
	Iteration 1F: 3 clusters Score -3903944 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -3904584.500000 Penalty: 5153.993652
	Iteration 2Q: 3 clusters Score -3904584 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -3905298.250000 Penalty: 5153.993652
	Iteration 3Q: 3 clusters Score -3905298 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3906229.250000 Penalty: 5153.993652
	Iteration 4F: 3 clusters Score -3906229 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -3907450.250000 Penalty: 5153.993652
	Iteration 5F: 3 clusters Score -3907450 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -3908796.250000 Penalty: 5153.993652
	Iteration 6F: 3 clusters Score -3908796 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3910042.500000 Penalty: 5153.993652
	Iteration 7F: 3 clusters Score -3910042 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3911123.750000 Penalty: 5153.993652
	Iteration 8F: 3 clusters Score -3911124 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3911981.000000 Penalty: 5153.993652
	Iteration 9Q: 3 clusters Score -3911981 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3912736.000000 Penalty: 5153.993652
	Iteration 10Q: 3 clusters Score -3912736 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -3913402.250000 Penalty: 5153.993652
	Iteration 11Q: 3 clusters Score -3913402 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3913933.500000 Penalty: 5153.993652
	Iteration 12Q: 3 clusters Score -3913934 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3914384.250000 Penalty: 5153.993652
	Iteration 13Q: 3 clusters Score -3914384 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3914689.250000 Penalty: 5153.993652
	Iteration 14Q: 3 clusters Score -3914689 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3914919.750000 Penalty: 5153.993652
	Iteration 15Q: 3 clusters Score -3914920 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3915107.750000 Penalty: 5153.993652
	Iteration 16Q: 3 clusters Score -3915108 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3915309.750000 Penalty: 5153.993652
	Iteration 17Q: 3 clusters Score -3915310 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3915476.750000 Penalty: 5153.993652
	Iteration 18Q: 3 clusters Score -3915477 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3915614.750000 Penalty: 5153.993652
	Iteration 19Q: 3 clusters Score -3915615 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3915767.000000 Penalty: 5153.993652
	Iteration 20F: 3 clusters Score -3915767 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3915894.000000 Penalty: 5153.993652
	Iteration 21Q: 3 clusters Score -3915894 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3916036.250000 Penalty: 5153.993652
	Iteration 22Q: 3 clusters Score -3916036 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3916144.500000 Penalty: 5153.993652
	Iteration 23Q: 3 clusters Score -3916144 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3916279.750000 Penalty: 5153.993652
	Iteration 24Q: 3 clusters Score -3916280 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3916380.500000 Penalty: 5153.993652
	Iteration 25Q: 3 clusters Score -3916380 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3916461.250000 Penalty: 5153.993652
	Iteration 26Q: 3 clusters Score -3916461 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3916562.250000 Penalty: 5153.993652
	Iteration 27Q: 3 clusters Score -3916562 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3916644.750000 Penalty: 5153.993652
	Iteration 28Q: 3 clusters Score -3916645 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3916725.000000 Penalty: 5153.993652
	Iteration 29Q: 3 clusters Score -3916725 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3916796.500000 Penalty: 5153.993652
	Iteration 30Q: 3 clusters Score -3916796 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3916859.750000 Penalty: 5153.993652
	Iteration 31Q: 3 clusters Score -3916860 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3916893.250000 Penalty: 5153.993652
	Iteration 32Q: 3 clusters Score -3916893 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -3916921.000000 Penalty: 5153.993652
	Iteration 33Q: 3 clusters Score -3916921 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -3916942.250000 Penalty: 5153.993652
	Iteration 34Q: 3 clusters Score -3916942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -3916969.000000 Penalty: 5153.993652
	Iteration 35Q: 3 clusters Score -3916969 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3916989.000000 Penalty: 5153.993652
	Iteration 36Q: 3 clusters Score -3916989 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -3916999.500000 Penalty: 5153.993652
	Iteration 37Q: 3 clusters Score -3917000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -3917009.750000 Penalty: 5153.993652
	Iteration 38Q: 3 clusters Score -3917010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3917006.000000 Penalty: 5153.993652
	Iteration 39Q: 3 clusters Score -3917006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -3917016.750000 Penalty: 5153.993652
	Iteration 40F: 3 clusters Score -3917017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3917025.500000 Penalty: 5153.993652
	Iteration 41Q: 3 clusters Score -3917026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -3917040.250000 Penalty: 5153.993652
	Iteration 42Q: 3 clusters Score -3917040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3917034.250000 Penalty: 5153.993652
	Iteration 43Q: 3 clusters Score -3917034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3917037.000000 Penalty: 5153.993652
	Iteration 44Q: 3 clusters Score -3917037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -3917022.500000 Penalty: 5153.993652
	Iteration 45Q: 3 clusters Score -3917022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3917028.750000 Penalty: 5153.993652
	Iteration 46Q: 3 clusters Score -3917029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3917028.500000 Penalty: 5153.993652
	Iteration 47Q: 3 clusters Score -3917028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -3917034.500000 Penalty: 5153.993652
	Iteration 48Q: 3 clusters Score -3917034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -3917034.500000 Penalty: 5153.993652
	Iteration 49Q: 3 clusters Score -3917034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3917037.500000 Penalty: 5153.993652
	Iteration 50Q: 3 clusters Score -3917038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3917042.750000 Penalty: 5153.993652
	Iteration 51Q: 3 clusters Score -3917043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -3917046.500000 Penalty: 5153.993652
	Iteration 52Q: 3 clusters Score -3917046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -3917050.500000 Penalty: 5153.993652
	Iteration 53Q: 3 clusters Score -3917050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3917049.250000 Penalty: 5153.993652
	Iteration 54Q: 3 clusters Score -3917049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -3917048.750000 Penalty: 5153.993652
	Iteration 55Q: 3 clusters Score -3917049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -3917051.500000 Penalty: 5153.993652
	Iteration 56Q: 3 clusters Score -3917052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3917052.250000 Penalty: 5153.993652
	Iteration 57Q: 3 clusters Score -3917052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -3917052.500000 Penalty: 5153.993652
	Iteration 58Q: 3 clusters Score -3917052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -3917052.250000 Penalty: 5153.993652
	Iteration 59Q: 3 clusters Score -3917052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -3917054.500000 Penalty: 5153.993652
	Iteration 60F: 3 clusters Score -3917054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -3917052.000000 Penalty: 5153.993652
	Iteration 61Q: 3 clusters Score -3917052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -3917060.000000 Penalty: 5153.993652
	Iteration 62Q: 3 clusters Score -3917060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -3917060.000000 Penalty: 5153.993652
	Iteration 63Q: 3 clusters Score -3917060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -3917062.250000 Penalty: 5153.993652
	Iteration 64Q: 3 clusters Score -3917062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -3917058.750000 Penalty: 5153.993652
	Iteration 65Q: 3 clusters Score -3917059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3917062.750000 Penalty: 5153.993652
	Iteration 66Q: 3 clusters Score -3917063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -3917065.750000 Penalty: 5153.993652
	Iteration 67Q: 3 clusters Score -3917066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -3917062.500000 Penalty: 5153.993652
	Iteration 68Q: 3 clusters Score -3917062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3917061.250000 Penalty: 5153.993652
	Iteration 69Q: 3 clusters Score -3917061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3917061.250000 Penalty: 5153.993652
	Iteration 70F: 3 clusters Score -3917061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (92129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92129 members 
Entering Unmasked Estep 
Score: -11285171.000000 Penalty: 2834.874512
	Iteration 0F: 2 clusters Score -1.128517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -11223857.000000 Penalty: 5669.749023
	Iteration 0F: 3 clusters Score -1.122386e+07 nChanged 43223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -11248289.000000 Penalty: 5669.749023
	Iteration 1F: 3 clusters Score -1.124829e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -11249047.000000 Penalty: 5669.749023
	Iteration 2Q: 3 clusters Score -1.124905e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -11250097.000000 Penalty: 5669.749023
	Iteration 3Q: 3 clusters Score -1.12501e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -11251629.000000 Penalty: 5669.749023
	Iteration 4Q: 3 clusters Score -1.125163e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -11253764.000000 Penalty: 5669.749023
	Iteration 5Q: 3 clusters Score -1.125376e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -11256876.000000 Penalty: 5669.749023
	Iteration 6F: 3 clusters Score -1.125688e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -11261104.000000 Penalty: 5669.749023
	Iteration 7F: 3 clusters Score -1.12611e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -11265844.000000 Penalty: 5669.749023
	Iteration 8F: 3 clusters Score -1.126584e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -11270373.000000 Penalty: 5669.749023
	Iteration 9F: 3 clusters Score -1.127037e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -11273993.000000 Penalty: 5669.749023
	Iteration 10F: 3 clusters Score -1.127399e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 76654 members 
Entering Unmasked Estep 
Score: -11276831.000000 Penalty: 5669.749023
	Iteration 11Q: 3 clusters Score -1.127683e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 79549 members 
Entering Unmasked Estep 
Score: -11278824.000000 Penalty: 5669.749023
	Iteration 12Q: 3 clusters Score -1.127882e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 81870 members 
Entering Unmasked Estep 
Score: -11280246.000000 Penalty: 5669.749023
	Iteration 13Q: 3 clusters Score -1.128025e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 83656 members 
Entering Unmasked Estep 
Score: -11281167.000000 Penalty: 5669.749023
	Iteration 14Q: 3 clusters Score -1.128117e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 84968 members 
Entering Unmasked Estep 
Score: -11281806.000000 Penalty: 5669.749023
	Iteration 15Q: 3 clusters Score -1.128181e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 85975 members 
Entering Unmasked Estep 
Score: -11282189.000000 Penalty: 5669.749023
	Iteration 16Q: 3 clusters Score -1.128219e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -11282466.000000 Penalty: 5669.749023
	Iteration 17Q: 3 clusters Score -1.128247e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 87330 members 
Entering Unmasked Estep 
Score: -11282641.000000 Penalty: 5669.749023
	Iteration 18Q: 3 clusters Score -1.128264e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -11282787.000000 Penalty: 5669.749023
	Iteration 19Q: 3 clusters Score -1.128279e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -11282876.000000 Penalty: 5669.749023
	Iteration 20F: 3 clusters Score -1.128288e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 88370 members 
Entering Unmasked Estep 
Score: -11282942.000000 Penalty: 5669.749023
	Iteration 21Q: 3 clusters Score -1.128294e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -11282989.000000 Penalty: 5669.749023
	Iteration 22Q: 3 clusters Score -1.128299e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
Score: -11283028.000000 Penalty: 5669.749023
	Iteration 23Q: 3 clusters Score -1.128303e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -11283074.000000 Penalty: 5669.749023
	Iteration 24Q: 3 clusters Score -1.128307e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 89057 members 
Entering Unmasked Estep 
Score: -11283139.000000 Penalty: 5669.749023
	Iteration 25Q: 3 clusters Score -1.128314e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 89174 members 
Entering Unmasked Estep 
Score: -11283179.000000 Penalty: 5669.749023
	Iteration 26Q: 3 clusters Score -1.128318e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -11283205.000000 Penalty: 5669.749023
	Iteration 27Q: 3 clusters Score -1.12832e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -11283217.000000 Penalty: 5669.749023
	Iteration 28Q: 3 clusters Score -1.128322e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 89363 members 
Entering Unmasked Estep 
Score: -11283229.000000 Penalty: 5669.749023
	Iteration 29Q: 3 clusters Score -1.128323e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -11283236.000000 Penalty: 5669.749023
	Iteration 30Q: 3 clusters Score -1.128324e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -11283249.000000 Penalty: 5669.749023
	Iteration 31Q: 3 clusters Score -1.128325e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 89476 members 
Entering Unmasked Estep 
Score: -11283260.000000 Penalty: 5669.749023
	Iteration 32Q: 3 clusters Score -1.128326e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 89505 members 
Entering Unmasked Estep 
Score: -11283272.000000 Penalty: 5669.749023
	Iteration 33Q: 3 clusters Score -1.128327e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
Score: -11283276.000000 Penalty: 5669.749023
	Iteration 34Q: 3 clusters Score -1.128328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -11283280.000000 Penalty: 5669.749023
	Iteration 35Q: 3 clusters Score -1.128328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -11283285.000000 Penalty: 5669.749023
	Iteration 36Q: 3 clusters Score -1.128328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -11283287.000000 Penalty: 5669.749023
	Iteration 37Q: 3 clusters Score -1.128329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 89572 members 
Entering Unmasked Estep 
Score: -11283287.000000 Penalty: 5669.749023
	Iteration 38Q: 3 clusters Score -1.128329e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -11283304.000000 Penalty: 5669.749023
	Iteration 39Q: 3 clusters Score -1.12833e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 89603 members 
Entering Unmasked Estep 
Score: -11283308.000000 Penalty: 5669.749023
	Iteration 40F: 3 clusters Score -1.128331e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -11283305.000000 Penalty: 5669.749023
	Iteration 41Q: 3 clusters Score -1.12833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -11283309.000000 Penalty: 5669.749023
	Iteration 42Q: 3 clusters Score -1.128331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 89641 members 
Entering Unmasked Estep 
Score: -11283306.000000 Penalty: 5669.749023
	Iteration 43Q: 3 clusters Score -1.128331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 89649 members 
Entering Unmasked Estep 
Score: -11283308.000000 Penalty: 5669.749023
	Iteration 44Q: 3 clusters Score -1.128331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -11283305.000000 Penalty: 5669.749023
	Iteration 45Q: 3 clusters Score -1.12833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -11283306.000000 Penalty: 5669.749023
	Iteration 46Q: 3 clusters Score -1.128331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 89672 members 
Entering Unmasked Estep 
Score: -11283300.000000 Penalty: 5669.749023
	Iteration 47Q: 3 clusters Score -1.12833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -11283292.000000 Penalty: 5669.749023
	Iteration 48Q: 3 clusters Score -1.128329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -11283290.000000 Penalty: 5669.749023
	Iteration 49Q: 3 clusters Score -1.128329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 89708 members 
Entering Unmasked Estep 
Score: -11283303.000000 Penalty: 5669.749023
	Iteration 50Q: 3 clusters Score -1.12833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 89717 members 
Entering Unmasked Estep 
Score: -11283308.000000 Penalty: 5669.749023
	Iteration 51Q: 3 clusters Score -1.128331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -11283316.000000 Penalty: 5669.749023
	Iteration 52Q: 3 clusters Score -1.128332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -11283316.000000 Penalty: 5669.749023
	Iteration 53Q: 3 clusters Score -1.128332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 89751 members 
Entering Unmasked Estep 
Score: -11283319.000000 Penalty: 5669.749023
	Iteration 54Q: 3 clusters Score -1.128332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 89755 members 
Entering Unmasked Estep 
Score: -11283333.000000 Penalty: 5669.749023
	Iteration 55Q: 3 clusters Score -1.128333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 89761 members 
Entering Unmasked Estep 
Score: -11283322.000000 Penalty: 5669.749023
	Iteration 56Q: 3 clusters Score -1.128332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 89763 members 
Entering Unmasked Estep 
Score: -11283324.000000 Penalty: 5669.749023
	Iteration 57Q: 3 clusters Score -1.128332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 89772 members 
Entering Unmasked Estep 
Score: -11283328.000000 Penalty: 5669.749023
	Iteration 58Q: 3 clusters Score -1.128333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -11283326.000000 Penalty: 5669.749023
	Iteration 59Q: 3 clusters Score -1.128333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -11283338.000000 Penalty: 5669.749023
	Iteration 60F: 3 clusters Score -1.128334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -11283339.000000 Penalty: 5669.749023
	Iteration 61Q: 3 clusters Score -1.128334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 89791 members 
Entering Unmasked Estep 
Score: -11283340.000000 Penalty: 5669.749023
	Iteration 62Q: 3 clusters Score -1.128334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -11283343.000000 Penalty: 5669.749023
	Iteration 63Q: 3 clusters Score -1.128334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -11283337.000000 Penalty: 5669.749023
	Iteration 64Q: 3 clusters Score -1.128334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -11283341.000000 Penalty: 5669.749023
	Iteration 65Q: 3 clusters Score -1.128334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -11283341.000000 Penalty: 5669.749023
	Iteration 66F: 3 clusters Score -1.128334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Entering Unmasked Estep 
Score: -450946.093750 Penalty: 2037.589844
	Iteration 0F: 2 clusters Score -450946.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -447222.406250 Penalty: 4075.179688
	Iteration 0F: 3 clusters Score -447222.4 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -447973.593750 Penalty: 4075.179688
	Iteration 1F: 3 clusters Score -447973.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -448157.187500 Penalty: 4075.179688
	Iteration 2F: 3 clusters Score -448157.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -448247.281250 Penalty: 4075.179688
	Iteration 3Q: 3 clusters Score -448247.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -448316.781250 Penalty: 4075.179688
	Iteration 4Q: 3 clusters Score -448316.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -448382.218750 Penalty: 4075.179688
	Iteration 5Q: 3 clusters Score -448382.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -448439.656250 Penalty: 4075.179688
	Iteration 6Q: 3 clusters Score -448439.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -448491.250000 Penalty: 4075.179688
	Iteration 7Q: 3 clusters Score -448491.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -448534.718750 Penalty: 4075.179688
	Iteration 8Q: 3 clusters Score -448534.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -448571.343750 Penalty: 4075.179688
	Iteration 9Q: 3 clusters Score -448571.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -448599.687500 Penalty: 4075.179688
	Iteration 10Q: 3 clusters Score -448599.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -448620.281250 Penalty: 4075.179688
	Iteration 11Q: 3 clusters Score -448620.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -448635.875000 Penalty: 4075.179688
	Iteration 12Q: 3 clusters Score -448635.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -448652.531250 Penalty: 4075.179688
	Iteration 13Q: 3 clusters Score -448652.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -448666.312500 Penalty: 4075.179688
	Iteration 14Q: 3 clusters Score -448666.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -448675.500000 Penalty: 4075.179688
	Iteration 15Q: 3 clusters Score -448675.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -448687.281250 Penalty: 4075.179688
	Iteration 16Q: 3 clusters Score -448687.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -448697.812500 Penalty: 4075.179688
	Iteration 17Q: 3 clusters Score -448697.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -448703.250000 Penalty: 4075.179688
	Iteration 18Q: 3 clusters Score -448703.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -448711.218750 Penalty: 4075.179688
	Iteration 19Q: 3 clusters Score -448711.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -448722.375000 Penalty: 4075.179688
	Iteration 20F: 3 clusters Score -448722.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -448729.781250 Penalty: 4075.179688
	Iteration 21Q: 3 clusters Score -448729.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -448736.281250 Penalty: 4075.179688
	Iteration 22Q: 3 clusters Score -448736.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -448742.250000 Penalty: 4075.179688
	Iteration 23Q: 3 clusters Score -448742.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -448746.593750 Penalty: 4075.179688
	Iteration 24Q: 3 clusters Score -448746.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -448750.468750 Penalty: 4075.179688
	Iteration 25Q: 3 clusters Score -448750.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -448755.593750 Penalty: 4075.179688
	Iteration 26Q: 3 clusters Score -448755.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -448759.093750 Penalty: 4075.179688
	Iteration 27Q: 3 clusters Score -448759.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -448764.093750 Penalty: 4075.179688
	Iteration 28Q: 3 clusters Score -448764.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -448768.687500 Penalty: 4075.179688
	Iteration 29Q: 3 clusters Score -448768.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -448776.062500 Penalty: 4075.179688
	Iteration 30Q: 3 clusters Score -448776.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -448783.156250 Penalty: 4075.179688
	Iteration 31Q: 3 clusters Score -448783.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -448790.968750 Penalty: 4075.179688
	Iteration 32Q: 3 clusters Score -448791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -448801.250000 Penalty: 4075.179688
	Iteration 33Q: 3 clusters Score -448801.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -448811.062500 Penalty: 4075.179688
	Iteration 34Q: 3 clusters Score -448811.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -448817.906250 Penalty: 4075.179688
	Iteration 35Q: 3 clusters Score -448817.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -448824.437500 Penalty: 4075.179688
	Iteration 36Q: 3 clusters Score -448824.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -448829.625000 Penalty: 4075.179688
	Iteration 37Q: 3 clusters Score -448829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -448832.625000 Penalty: 4075.179688
	Iteration 38Q: 3 clusters Score -448832.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -448835.000000 Penalty: 4075.179688
	Iteration 39Q: 3 clusters Score -448835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -448838.093750 Penalty: 4075.179688
	Iteration 40F: 3 clusters Score -448838.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -448840.375000 Penalty: 4075.179688
	Iteration 41Q: 3 clusters Score -448840.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -448841.843750 Penalty: 4075.179688
	Iteration 42Q: 3 clusters Score -448841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -448844.156250 Penalty: 4075.179688
	Iteration 43Q: 3 clusters Score -448844.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -448847.531250 Penalty: 4075.179688
	Iteration 44Q: 3 clusters Score -448847.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -448849.812500 Penalty: 4075.179688
	Iteration 45Q: 3 clusters Score -448849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -448850.687500 Penalty: 4075.179688
	Iteration 46Q: 3 clusters Score -448850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -448852.031250 Penalty: 4075.179688
	Iteration 47Q: 3 clusters Score -448852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -448854.281250 Penalty: 4075.179688
	Iteration 48Q: 3 clusters Score -448854.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -448856.968750 Penalty: 4075.179688
	Iteration 49Q: 3 clusters Score -448857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -448860.125000 Penalty: 4075.179688
	Iteration 50Q: 3 clusters Score -448860.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -448863.781250 Penalty: 4075.179688
	Iteration 51Q: 3 clusters Score -448863.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -448869.062500 Penalty: 4075.179688
	Iteration 52Q: 3 clusters Score -448869.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -448878.218750 Penalty: 4075.179688
	Iteration 53Q: 3 clusters Score -448878.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -448885.250000 Penalty: 4075.179688
	Iteration 54Q: 3 clusters Score -448885.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -448897.093750 Penalty: 4075.179688
	Iteration 55Q: 3 clusters Score -448897.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -448907.500000 Penalty: 4075.179688
	Iteration 56Q: 3 clusters Score -448907.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -448918.156250 Penalty: 4075.179688
	Iteration 57Q: 3 clusters Score -448918.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -448924.500000 Penalty: 4075.179688
	Iteration 58Q: 3 clusters Score -448924.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -448932.062500 Penalty: 4075.179688
	Iteration 59Q: 3 clusters Score -448932.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -448935.750000 Penalty: 4075.179688
	Iteration 60F: 3 clusters Score -448935.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -448941.125000 Penalty: 4075.179688
	Iteration 61Q: 3 clusters Score -448941.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -448943.906250 Penalty: 4075.179688
	Iteration 62Q: 3 clusters Score -448943.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -448950.312500 Penalty: 4075.179688
	Iteration 63Q: 3 clusters Score -448950.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -448958.312500 Penalty: 4075.179688
	Iteration 64Q: 3 clusters Score -448958.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -448965.843750 Penalty: 4075.179688
	Iteration 65Q: 3 clusters Score -448965.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -448972.781250 Penalty: 4075.179688
	Iteration 66Q: 3 clusters Score -448972.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -448978.781250 Penalty: 4075.179688
	Iteration 67Q: 3 clusters Score -448978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -448981.500000 Penalty: 4075.179688
	Iteration 68Q: 3 clusters Score -448981.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -448983.781250 Penalty: 4075.179688
	Iteration 69Q: 3 clusters Score -448983.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -448989.031250 Penalty: 4075.179688
	Iteration 70Q: 3 clusters Score -448989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -448991.156250 Penalty: 4075.179688
	Iteration 71Q: 3 clusters Score -448991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -448991.125000 Penalty: 4075.179688
	Iteration 72Q: 3 clusters Score -448991.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -448991.937500 Penalty: 4075.179688
	Iteration 73Q: 3 clusters Score -448991.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -448992.593750 Penalty: 4075.179688
	Iteration 74Q: 3 clusters Score -448992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -448994.656250 Penalty: 4075.179688
	Iteration 75Q: 3 clusters Score -448994.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -448998.281250 Penalty: 4075.179688
	Iteration 76Q: 3 clusters Score -448998.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -448999.562500 Penalty: 4075.179688
	Iteration 77Q: 3 clusters Score -448999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -449002.437500 Penalty: 4075.179688
	Iteration 78Q: 3 clusters Score -449002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -449002.531250 Penalty: 4075.179688
	Iteration 79Q: 3 clusters Score -449002.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -449002.531250 Penalty: 4075.179688
	Iteration 80F: 3 clusters Score -449002.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -59111.851562 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -59111.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57529.417969 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -57529.42 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -57848.539062 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -57848.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -58138.867188 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -58138.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58597.761719 Penalty: 3166.219238
	Iteration 3F: 3 clusters Score -58597.76 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -59082.066406 Penalty: 3166.219238
	Iteration 4F: 3 clusters Score -59082.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59428.171875 Penalty: 3166.219238
	Iteration 5F: 3 clusters Score -59428.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59658.792969 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -59658.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59722.601562 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -59722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59729.609375 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -59729.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59729.609375 Penalty: 3166.219238
	Iteration 9F: 3 clusters Score -59729.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 331 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235318 members 
Mstep: Class 12 contains 8207 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75890 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136322 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94209 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41847 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16268 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96536 members 
Mstep: Class 36 contains 32335 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12801 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16558 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16019 members 
Mstep: Class 61 contains 28912 members 
Mstep: Class 62 contains 32569 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 246 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10040 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 21156 members 
Mstep: Class 80 contains 272 members 
Mstep: Class 81 contains 2400 members 
Mstep: Class 82 contains 346 members 
Entering Unmasked Estep 
Score: -154536016.000000 Penalty: 286492.562500
Splitting cluster 65 changes total score from -154537056.000000 to -154536016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (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: -388445.156250 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -388445.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -385561.437500 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -385561.4 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -386362.593750 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -386362.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -386830.375000 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -386830.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -387223.875000 Penalty: 3869.489990
	Iteration 3F: 3 clusters Score -387223.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -387492.093750 Penalty: 3869.489990
	Iteration 4F: 3 clusters Score -387492.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -387671.843750 Penalty: 3869.489990
	Iteration 5F: 3 clusters Score -387671.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -387769.500000 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -387769.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -387828.500000 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -387828.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -387862.250000 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -387862.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -387879.437500 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -387879.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -387887.187500 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -387887.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -387892.406250 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -387892.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -387897.875000 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -387897.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -387906.000000 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -387906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -387911.625000 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -387911.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -387917.250000 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -387917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -387920.843750 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -387920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -387923.843750 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -387923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -387927.312500 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -387927.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -387930.187500 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -387930.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -387931.156250 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -387931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -387932.468750 Penalty: 3869.489990
	Iteration 21Q: 3 clusters Score -387932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -387934.875000 Penalty: 3869.489990
	Iteration 22Q: 3 clusters Score -387934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -387935.843750 Penalty: 3869.489990
	Iteration 23Q: 3 clusters Score -387935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -387937.562500 Penalty: 3869.489990
	Iteration 24Q: 3 clusters Score -387937.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -387938.562500 Penalty: 3869.489990
	Iteration 25Q: 3 clusters Score -387938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -387938.968750 Penalty: 3869.489990
	Iteration 26Q: 3 clusters Score -387939 nChanged 4
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: -387942.437500 Penalty: 3869.489990
	Iteration 27Q: 3 clusters Score -387942.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -387949.312500 Penalty: 3869.489990
	Iteration 28Q: 3 clusters Score -387949.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -387952.875000 Penalty: 3869.489990
	Iteration 29Q: 3 clusters Score -387952.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -387957.750000 Penalty: 3869.489990
	Iteration 30Q: 3 clusters Score -387957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -387962.906250 Penalty: 3869.489990
	Iteration 31Q: 3 clusters Score -387962.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -387967.625000 Penalty: 3869.489990
	Iteration 32Q: 3 clusters Score -387967.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -387974.062500 Penalty: 3869.489990
	Iteration 33Q: 3 clusters Score -387974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -387977.937500 Penalty: 3869.489990
	Iteration 34Q: 3 clusters Score -387977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -387980.656250 Penalty: 3869.489990
	Iteration 35Q: 3 clusters Score -387980.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -387984.312500 Penalty: 3869.489990
	Iteration 36Q: 3 clusters Score -387984.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -387986.468750 Penalty: 3869.489990
	Iteration 37Q: 3 clusters Score -387986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -387989.093750 Penalty: 3869.489990
	Iteration 38Q: 3 clusters Score -387989.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -387991.031250 Penalty: 3869.489990
	Iteration 39Q: 3 clusters Score -387991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -387996.812500 Penalty: 3869.489990
	Iteration 40F: 3 clusters Score -387996.8 nChanged 6
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: -387999.062500 Penalty: 3869.489990
	Iteration 41Q: 3 clusters Score -387999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -388001.156250 Penalty: 3869.489990
	Iteration 42Q: 3 clusters Score -388001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -388002.218750 Penalty: 3869.489990
	Iteration 43Q: 3 clusters Score -388002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -388002.968750 Penalty: 3869.489990
	Iteration 44Q: 3 clusters Score -388003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -388002.968750 Penalty: 3869.489990
	Iteration 45F: 3 clusters Score -388003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Entering Unmasked Estep 
Score: -415353.750000 Penalty: 2063.712646
	Iteration 0F: 2 clusters Score -415353.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -411445.218750 Penalty: 4127.425293
	Iteration 0F: 3 clusters Score -411445.2 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -412475.437500 Penalty: 4127.425293
	Iteration 1F: 3 clusters Score -412475.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -412788.187500 Penalty: 4127.425293
	Iteration 2F: 3 clusters Score -412788.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -413110.843750 Penalty: 4127.425293
	Iteration 3F: 3 clusters Score -413110.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -413439.687500 Penalty: 4127.425293
	Iteration 4F: 3 clusters Score -413439.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -413757.406250 Penalty: 4127.425293
	Iteration 5F: 3 clusters Score -413757.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -414116.843750 Penalty: 4127.425293
	Iteration 6F: 3 clusters Score -414116.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -414452.062500 Penalty: 4127.425293
	Iteration 7F: 3 clusters Score -414452.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -414702.968750 Penalty: 4127.425293
	Iteration 8Q: 3 clusters Score -414703 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -414846.500000 Penalty: 4127.425293
	Iteration 9Q: 3 clusters Score -414846.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -414927.906250 Penalty: 4127.425293
	Iteration 10Q: 3 clusters Score -414927.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -414993.500000 Penalty: 4127.425293
	Iteration 11Q: 3 clusters Score -414993.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -415032.125000 Penalty: 4127.425293
	Iteration 12Q: 3 clusters Score -415032.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -415057.968750 Penalty: 4127.425293
	Iteration 13Q: 3 clusters Score -415058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -415078.750000 Penalty: 4127.425293
	Iteration 14Q: 3 clusters Score -415078.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -415100.875000 Penalty: 4127.425293
	Iteration 15Q: 3 clusters Score -415100.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -415124.750000 Penalty: 4127.425293
	Iteration 16Q: 3 clusters Score -415124.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -415136.281250 Penalty: 4127.425293
	Iteration 17Q: 3 clusters Score -415136.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -415145.125000 Penalty: 4127.425293
	Iteration 18Q: 3 clusters Score -415145.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -415149.718750 Penalty: 4127.425293
	Iteration 19Q: 3 clusters Score -415149.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -415153.187500 Penalty: 4127.425293
	Iteration 20F: 3 clusters Score -415153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -415156.468750 Penalty: 4127.425293
	Iteration 21Q: 3 clusters Score -415156.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -415159.593750 Penalty: 4127.425293
	Iteration 22Q: 3 clusters Score -415159.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -415161.093750 Penalty: 4127.425293
	Iteration 23Q: 3 clusters Score -415161.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -415163.906250 Penalty: 4127.425293
	Iteration 24Q: 3 clusters Score -415163.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -415165.500000 Penalty: 4127.425293
	Iteration 25Q: 3 clusters Score -415165.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -415167.187500 Penalty: 4127.425293
	Iteration 26Q: 3 clusters Score -415167.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -415168.531250 Penalty: 4127.425293
	Iteration 27Q: 3 clusters Score -415168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -415168.750000 Penalty: 4127.425293
	Iteration 28Q: 3 clusters Score -415168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -415169.875000 Penalty: 4127.425293
	Iteration 29Q: 3 clusters Score -415169.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -415170.156250 Penalty: 4127.425293
	Iteration 30Q: 3 clusters Score -415170.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -415170.156250 Penalty: 4127.425293
	Iteration 31F: 3 clusters Score -415170.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (19173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Entering Unmasked Estep 
Score: -2421748.250000 Penalty: 2445.592041
	Iteration 0F: 2 clusters Score -2421748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2408227.750000 Penalty: 4891.184082
	Iteration 0F: 3 clusters Score -2408228 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2412694.000000 Penalty: 4891.184082
	Iteration 1F: 3 clusters Score -2412694 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2413104.500000 Penalty: 4891.184082
	Iteration 2F: 3 clusters Score -2413104 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2413397.750000 Penalty: 4891.184082
	Iteration 3Q: 3 clusters Score -2413398 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2413692.250000 Penalty: 4891.184082
	Iteration 4Q: 3 clusters Score -2413692 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2413940.000000 Penalty: 4891.184082
	Iteration 5Q: 3 clusters Score -2413940 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2414247.000000 Penalty: 4891.184082
	Iteration 6Q: 3 clusters Score -2414247 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2414523.750000 Penalty: 4891.184082
	Iteration 7Q: 3 clusters Score -2414524 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2414773.500000 Penalty: 4891.184082
	Iteration 8Q: 3 clusters Score -2414774 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2415009.750000 Penalty: 4891.184082
	Iteration 9Q: 3 clusters Score -2415010 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2415219.000000 Penalty: 4891.184082
	Iteration 10Q: 3 clusters Score -2415219 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2415451.750000 Penalty: 4891.184082
	Iteration 11Q: 3 clusters Score -2415452 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2415697.250000 Penalty: 4891.184082
	Iteration 12Q: 3 clusters Score -2415697 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2415964.750000 Penalty: 4891.184082
	Iteration 13Q: 3 clusters Score -2415965 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2416241.500000 Penalty: 4891.184082
	Iteration 14Q: 3 clusters Score -2416242 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2416558.000000 Penalty: 4891.184082
	Iteration 15Q: 3 clusters Score -2416558 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2416866.500000 Penalty: 4891.184082
	Iteration 16Q: 3 clusters Score -2416866 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2417121.000000 Penalty: 4891.184082
	Iteration 17Q: 3 clusters Score -2417121 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2417325.000000 Penalty: 4891.184082
	Iteration 18Q: 3 clusters Score -2417325 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2417465.750000 Penalty: 4891.184082
	Iteration 19Q: 3 clusters Score -2417466 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2417565.500000 Penalty: 4891.184082
	Iteration 20F: 3 clusters Score -2417566 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2417660.750000 Penalty: 4891.184082
	Iteration 21Q: 3 clusters Score -2417661 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2417762.500000 Penalty: 4891.184082
	Iteration 22Q: 3 clusters Score -2417762 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2417841.750000 Penalty: 4891.184082
	Iteration 23Q: 3 clusters Score -2417842 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2417944.500000 Penalty: 4891.184082
	Iteration 24Q: 3 clusters Score -2417944 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2418033.000000 Penalty: 4891.184082
	Iteration 25Q: 3 clusters Score -2418033 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2418129.500000 Penalty: 4891.184082
	Iteration 26Q: 3 clusters Score -2418130 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2418255.000000 Penalty: 4891.184082
	Iteration 27Q: 3 clusters Score -2418255 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2418408.500000 Penalty: 4891.184082
	Iteration 28Q: 3 clusters Score -2418408 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2418557.500000 Penalty: 4891.184082
	Iteration 29Q: 3 clusters Score -2418558 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2418731.750000 Penalty: 4891.184082
	Iteration 30Q: 3 clusters Score -2418732 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2418902.000000 Penalty: 4891.184082
	Iteration 31Q: 3 clusters Score -2418902 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2419071.250000 Penalty: 4891.184082
	Iteration 32Q: 3 clusters Score -2419071 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2419230.750000 Penalty: 4891.184082
	Iteration 33Q: 3 clusters Score -2419231 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2419364.750000 Penalty: 4891.184082
	Iteration 34Q: 3 clusters Score -2419365 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2419493.250000 Penalty: 4891.184082
	Iteration 35Q: 3 clusters Score -2419493 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2419587.750000 Penalty: 4891.184082
	Iteration 36Q: 3 clusters Score -2419588 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2419648.750000 Penalty: 4891.184082
	Iteration 37Q: 3 clusters Score -2419649 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2419709.000000 Penalty: 4891.184082
	Iteration 38Q: 3 clusters Score -2419709 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2419759.750000 Penalty: 4891.184082
	Iteration 39Q: 3 clusters Score -2419760 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2419807.000000 Penalty: 4891.184082
	Iteration 40F: 3 clusters Score -2419807 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2419840.500000 Penalty: 4891.184082
	Iteration 41Q: 3 clusters Score -2419840 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2419884.750000 Penalty: 4891.184082
	Iteration 42Q: 3 clusters Score -2419885 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2419907.250000 Penalty: 4891.184082
	Iteration 43Q: 3 clusters Score -2419907 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2419933.750000 Penalty: 4891.184082
	Iteration 44Q: 3 clusters Score -2419934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2419946.500000 Penalty: 4891.184082
	Iteration 45Q: 3 clusters Score -2419946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2419967.500000 Penalty: 4891.184082
	Iteration 46Q: 3 clusters Score -2419968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2419969.000000 Penalty: 4891.184082
	Iteration 47Q: 3 clusters Score -2419969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2419983.500000 Penalty: 4891.184082
	Iteration 48Q: 3 clusters Score -2419984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2419983.250000 Penalty: 4891.184082
	Iteration 49Q: 3 clusters Score -2419983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2419987.750000 Penalty: 4891.184082
	Iteration 50Q: 3 clusters Score -2419988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2419989.750000 Penalty: 4891.184082
	Iteration 51Q: 3 clusters Score -2419990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2419993.250000 Penalty: 4891.184082
	Iteration 52Q: 3 clusters Score -2419993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2419989.750000 Penalty: 4891.184082
	Iteration 53Q: 3 clusters Score -2419990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2419995.500000 Penalty: 4891.184082
	Iteration 54Q: 3 clusters Score -2419996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2419995.750000 Penalty: 4891.184082
	Iteration 55Q: 3 clusters Score -2419996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2419993.500000 Penalty: 4891.184082
	Iteration 56Q: 3 clusters Score -2419994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2419993.000000 Penalty: 4891.184082
	Iteration 57Q: 3 clusters Score -2419993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2419993.000000 Penalty: 4891.184082
	Iteration 58F: 3 clusters Score -2419993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -18494.433594 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -18494.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17336.152344 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -17336.15 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17424.888672 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -17424.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17453.330078 Penalty: 2832.371582
	Iteration 2Q: 3 clusters Score -17453.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17464.548828 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -17464.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17471.216797 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -17471.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17485.048828 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -17485.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17488.501953 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -17488.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17508.406250 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -17508.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17510.908203 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -17510.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17515.128906 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -17515.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17516.218750 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -17516.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17534.720703 Penalty: 2832.371582
	Iteration 11Q: 3 clusters Score -17534.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17550.099609 Penalty: 2832.371582
	Iteration 12Q: 3 clusters Score -17550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17554.708984 Penalty: 2832.371582
	Iteration 13Q: 3 clusters Score -17554.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17564.111328 Penalty: 2832.371582
	Iteration 14Q: 3 clusters Score -17564.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17570.919922 Penalty: 2832.371582
	Iteration 15Q: 3 clusters Score -17570.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17570.919922 Penalty: 2832.371582
	Iteration 16F: 3 clusters Score -17570.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -222789.531250 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -222789.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -220250.750000 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -220250.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -220673.328125 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -220673.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -220782.359375 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -220782.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -220852.031250 Penalty: 3746.949951
	Iteration 3Q: 3 clusters Score -220852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -220890.906250 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -220890.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -220920.296875 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -220920.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -220943.203125 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -220943.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -220975.250000 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -220975.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -221009.187500 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -221009.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -221033.625000 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -221033.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -221051.062500 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -221051.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -221069.203125 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -221069.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -221087.062500 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -221087.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -221106.593750 Penalty: 3746.949951
	Iteration 13Q: 3 clusters Score -221106.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -221126.375000 Penalty: 3746.949951
	Iteration 14Q: 3 clusters Score -221126.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -221144.750000 Penalty: 3746.949951
	Iteration 15Q: 3 clusters Score -221144.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -221172.171875 Penalty: 3746.949951
	Iteration 16Q: 3 clusters Score -221172.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -221198.500000 Penalty: 3746.949951
	Iteration 17Q: 3 clusters Score -221198.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -221222.671875 Penalty: 3746.949951
	Iteration 18Q: 3 clusters Score -221222.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -221248.062500 Penalty: 3746.949951
	Iteration 19Q: 3 clusters Score -221248.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -221267.968750 Penalty: 3746.949951
	Iteration 20F: 3 clusters Score -221268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -221286.968750 Penalty: 3746.949951
	Iteration 21Q: 3 clusters Score -221287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -221303.000000 Penalty: 3746.949951
	Iteration 22Q: 3 clusters Score -221303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -221316.093750 Penalty: 3746.949951
	Iteration 23Q: 3 clusters Score -221316.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -221324.765625 Penalty: 3746.949951
	Iteration 24Q: 3 clusters Score -221324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -221330.937500 Penalty: 3746.949951
	Iteration 25Q: 3 clusters Score -221330.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -221335.062500 Penalty: 3746.949951
	Iteration 26Q: 3 clusters Score -221335.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -221339.562500 Penalty: 3746.949951
	Iteration 27Q: 3 clusters Score -221339.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -221350.296875 Penalty: 3746.949951
	Iteration 28Q: 3 clusters Score -221350.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -221355.156250 Penalty: 3746.949951
	Iteration 29Q: 3 clusters Score -221355.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -221357.312500 Penalty: 3746.949951
	Iteration 30Q: 3 clusters Score -221357.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -221360.406250 Penalty: 3746.949951
	Iteration 31Q: 3 clusters Score -221360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -221362.515625 Penalty: 3746.949951
	Iteration 32Q: 3 clusters Score -221362.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -221365.265625 Penalty: 3746.949951
	Iteration 33Q: 3 clusters Score -221365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -221366.546875 Penalty: 3746.949951
	Iteration 34Q: 3 clusters Score -221366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -221366.546875 Penalty: 3746.949951
	Iteration 35F: 3 clusters Score -221366.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -272931.062500 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -272931.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -270509.312500 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -270509.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -270969.687500 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -270969.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -271138.593750 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -271138.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -271214.187500 Penalty: 3691.766846
	Iteration 3Q: 3 clusters Score -271214.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -271255.500000 Penalty: 3691.766846
	Iteration 4Q: 3 clusters Score -271255.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -271298.968750 Penalty: 3691.766846
	Iteration 5Q: 3 clusters Score -271299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -271334.031250 Penalty: 3691.766846
	Iteration 6Q: 3 clusters Score -271334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -271359.750000 Penalty: 3691.766846
	Iteration 7Q: 3 clusters Score -271359.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -271377.375000 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -271377.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -271393.812500 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -271393.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -271408.875000 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -271408.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -271428.281250 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -271428.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -271449.281250 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -271449.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -271473.468750 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -271473.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -271489.062500 Penalty: 3691.766846
	Iteration 14Q: 3 clusters Score -271489.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -271509.781250 Penalty: 3691.766846
	Iteration 15Q: 3 clusters Score -271509.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -271526.968750 Penalty: 3691.766846
	Iteration 16Q: 3 clusters Score -271527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -271543.531250 Penalty: 3691.766846
	Iteration 17Q: 3 clusters Score -271543.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -271556.531250 Penalty: 3691.766846
	Iteration 18Q: 3 clusters Score -271556.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -271565.781250 Penalty: 3691.766846
	Iteration 19Q: 3 clusters Score -271565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -271570.000000 Penalty: 3691.766846
	Iteration 20F: 3 clusters Score -271570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -271573.000000 Penalty: 3691.766846
	Iteration 21Q: 3 clusters Score -271573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -271575.937500 Penalty: 3691.766846
	Iteration 22Q: 3 clusters Score -271575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -271578.718750 Penalty: 3691.766846
	Iteration 23Q: 3 clusters Score -271578.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -271582.656250 Penalty: 3691.766846
	Iteration 24Q: 3 clusters Score -271582.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -271587.125000 Penalty: 3691.766846
	Iteration 25Q: 3 clusters Score -271587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -271590.750000 Penalty: 3691.766846
	Iteration 26Q: 3 clusters Score -271590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -271595.906250 Penalty: 3691.766846
	Iteration 27Q: 3 clusters Score -271595.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -271603.156250 Penalty: 3691.766846
	Iteration 28Q: 3 clusters Score -271603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -271610.687500 Penalty: 3691.766846
	Iteration 29Q: 3 clusters Score -271610.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -271618.250000 Penalty: 3691.766846
	Iteration 30Q: 3 clusters Score -271618.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -271620.968750 Penalty: 3691.766846
	Iteration 31Q: 3 clusters Score -271621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -271621.750000 Penalty: 3691.766846
	Iteration 32Q: 3 clusters Score -271621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -271622.687500 Penalty: 3691.766846
	Iteration 33Q: 3 clusters Score -271622.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -271624.250000 Penalty: 3691.766846
	Iteration 34Q: 3 clusters Score -271624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -271628.000000 Penalty: 3691.766846
	Iteration 35Q: 3 clusters Score -271628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -271629.406250 Penalty: 3691.766846
	Iteration 36Q: 3 clusters Score -271629.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -271632.531250 Penalty: 3691.766846
	Iteration 37Q: 3 clusters Score -271632.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -271637.312500 Penalty: 3691.766846
	Iteration 38Q: 3 clusters Score -271637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -271640.718750 Penalty: 3691.766846
	Iteration 39Q: 3 clusters Score -271640.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -271645.437500 Penalty: 3691.766846
	Iteration 40F: 3 clusters Score -271645.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -271649.875000 Penalty: 3691.766846
	Iteration 41Q: 3 clusters Score -271649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -271650.375000 Penalty: 3691.766846
	Iteration 42Q: 3 clusters Score -271650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -271652.843750 Penalty: 3691.766846
	Iteration 43Q: 3 clusters Score -271652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -271654.875000 Penalty: 3691.766846
	Iteration 44Q: 3 clusters Score -271654.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -271659.031250 Penalty: 3691.766846
	Iteration 45Q: 3 clusters Score -271659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -271659.843750 Penalty: 3691.766846
	Iteration 46Q: 3 clusters Score -271659.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -271659.843750 Penalty: 3691.766846
	Iteration 47F: 3 clusters Score -271659.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -297986.968750 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -297987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -295061.187500 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -295061.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -295673.968750 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -295674 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -295904.750000 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -295904.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -296071.562500 Penalty: 3891.714844
	Iteration 3F: 3 clusters Score -296071.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -296264.343750 Penalty: 3891.714844
	Iteration 4F: 3 clusters Score -296264.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -296518.718750 Penalty: 3891.714844
	Iteration 5F: 3 clusters Score -296518.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -296794.562500 Penalty: 3891.714844
	Iteration 6F: 3 clusters Score -296794.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -297002.187500 Penalty: 3891.714844
	Iteration 7F: 3 clusters Score -297002.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -297126.875000 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -297126.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -297202.531250 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -297202.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -297241.343750 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -297241.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -297262.093750 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -297262.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -297271.531250 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -297271.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -297282.406250 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -297282.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -297285.156250 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -297285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -297286.156250 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -297286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -297287.781250 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -297287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -297288.593750 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -297288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -297290.375000 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -297290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -297293.000000 Penalty: 3891.714844
	Iteration 19Q: 3 clusters Score -297293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -297294.718750 Penalty: 3891.714844
	Iteration 20F: 3 clusters Score -297294.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -297297.812500 Penalty: 3891.714844
	Iteration 21Q: 3 clusters Score -297297.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -297302.593750 Penalty: 3891.714844
	Iteration 22Q: 3 clusters Score -297302.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -297308.218750 Penalty: 3891.714844
	Iteration 23Q: 3 clusters Score -297308.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -297314.468750 Penalty: 3891.714844
	Iteration 24Q: 3 clusters Score -297314.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -297319.218750 Penalty: 3891.714844
	Iteration 25Q: 3 clusters Score -297319.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -297326.187500 Penalty: 3891.714844
	Iteration 26Q: 3 clusters Score -297326.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -297336.281250 Penalty: 3891.714844
	Iteration 27Q: 3 clusters Score -297336.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -297344.062500 Penalty: 3891.714844
	Iteration 28Q: 3 clusters Score -297344.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -297354.625000 Penalty: 3891.714844
	Iteration 29Q: 3 clusters Score -297354.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -297373.625000 Penalty: 3891.714844
	Iteration 30Q: 3 clusters Score -297373.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -297395.156250 Penalty: 3891.714844
	Iteration 31Q: 3 clusters Score -297395.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -297408.312500 Penalty: 3891.714844
	Iteration 32Q: 3 clusters Score -297408.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -297418.968750 Penalty: 3891.714844
	Iteration 33Q: 3 clusters Score -297419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -297427.187500 Penalty: 3891.714844
	Iteration 34Q: 3 clusters Score -297427.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -297438.062500 Penalty: 3891.714844
	Iteration 35Q: 3 clusters Score -297438.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -297445.625000 Penalty: 3891.714844
	Iteration 36Q: 3 clusters Score -297445.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -297450.531250 Penalty: 3891.714844
	Iteration 37Q: 3 clusters Score -297450.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -297454.468750 Penalty: 3891.714844
	Iteration 38Q: 3 clusters Score -297454.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -297461.968750 Penalty: 3891.714844
	Iteration 39Q: 3 clusters Score -297462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -297464.843750 Penalty: 3891.714844
	Iteration 40F: 3 clusters Score -297464.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -297469.343750 Penalty: 3891.714844
	Iteration 41Q: 3 clusters Score -297469.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -297473.093750 Penalty: 3891.714844
	Iteration 42Q: 3 clusters Score -297473.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -297475.468750 Penalty: 3891.714844
	Iteration 43Q: 3 clusters Score -297475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -297477.531250 Penalty: 3891.714844
	Iteration 44Q: 3 clusters Score -297477.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -297480.156250 Penalty: 3891.714844
	Iteration 45Q: 3 clusters Score -297480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -297482.000000 Penalty: 3891.714844
	Iteration 46Q: 3 clusters Score -297482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -297482.718750 Penalty: 3891.714844
	Iteration 47Q: 3 clusters Score -297482.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -297482.718750 Penalty: 3891.714844
	Iteration 48F: 3 clusters Score -297482.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -146203.406250 Penalty: 1814.009033
	Iteration 0F: 2 clusters Score -146203.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -143942.625000 Penalty: 3628.018066
	Iteration 0F: 3 clusters Score -143942.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -144464.796875 Penalty: 3628.018066
	Iteration 1F: 3 clusters Score -144464.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -144730.296875 Penalty: 3628.018066
	Iteration 2F: 3 clusters Score -144730.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -144892.406250 Penalty: 3628.018066
	Iteration 3F: 3 clusters Score -144892.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -145016.484375 Penalty: 3628.018066
	Iteration 4F: 3 clusters Score -145016.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -145103.156250 Penalty: 3628.018066
	Iteration 5Q: 3 clusters Score -145103.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -145162.921875 Penalty: 3628.018066
	Iteration 6Q: 3 clusters Score -145162.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -145219.031250 Penalty: 3628.018066
	Iteration 7Q: 3 clusters Score -145219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145273.718750 Penalty: 3628.018066
	Iteration 8Q: 3 clusters Score -145273.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -145321.468750 Penalty: 3628.018066
	Iteration 9Q: 3 clusters Score -145321.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -145351.828125 Penalty: 3628.018066
	Iteration 10Q: 3 clusters Score -145351.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -145365.187500 Penalty: 3628.018066
	Iteration 11Q: 3 clusters Score -145365.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -145382.296875 Penalty: 3628.018066
	Iteration 12Q: 3 clusters Score -145382.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -145399.843750 Penalty: 3628.018066
	Iteration 13Q: 3 clusters Score -145399.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -145407.546875 Penalty: 3628.018066
	Iteration 14Q: 3 clusters Score -145407.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -145414.062500 Penalty: 3628.018066
	Iteration 15Q: 3 clusters Score -145414.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -145421.671875 Penalty: 3628.018066
	Iteration 16Q: 3 clusters Score -145421.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -145426.828125 Penalty: 3628.018066
	Iteration 17Q: 3 clusters Score -145426.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -145433.343750 Penalty: 3628.018066
	Iteration 18Q: 3 clusters Score -145433.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -145442.546875 Penalty: 3628.018066
	Iteration 19Q: 3 clusters Score -145442.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -145451.593750 Penalty: 3628.018066
	Iteration 20F: 3 clusters Score -145451.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -145465.343750 Penalty: 3628.018066
	Iteration 21Q: 3 clusters Score -145465.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -145473.562500 Penalty: 3628.018066
	Iteration 22Q: 3 clusters Score -145473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -145479.734375 Penalty: 3628.018066
	Iteration 23Q: 3 clusters Score -145479.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -145482.625000 Penalty: 3628.018066
	Iteration 24Q: 3 clusters Score -145482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -145483.953125 Penalty: 3628.018066
	Iteration 25Q: 3 clusters Score -145484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -145486.312500 Penalty: 3628.018066
	Iteration 26Q: 3 clusters Score -145486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -145487.640625 Penalty: 3628.018066
	Iteration 27Q: 3 clusters Score -145487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -145488.500000 Penalty: 3628.018066
	Iteration 28Q: 3 clusters Score -145488.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -145490.484375 Penalty: 3628.018066
	Iteration 29Q: 3 clusters Score -145490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -145491.187500 Penalty: 3628.018066
	Iteration 30Q: 3 clusters Score -145491.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -145491.187500 Penalty: 3628.018066
	Iteration 31F: 3 clusters Score -145491.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -338115.250000 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -338115.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -334942.781250 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -334942.8 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -335589.812500 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -335589.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -335729.937500 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -335729.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -335822.781250 Penalty: 3948.839600
	Iteration 3Q: 3 clusters Score -335822.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -335904.937500 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -335904.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -335975.375000 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -335975.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -336052.625000 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -336052.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -336136.375000 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -336136.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -336228.718750 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -336228.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -336315.687500 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -336315.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -336398.906250 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -336398.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -336487.718750 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -336487.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -336573.000000 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -336573 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -336643.187500 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -336643.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -336683.218750 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -336683.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -336704.437500 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -336704.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -336716.031250 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -336716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -336726.843750 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -336726.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -336734.750000 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -336734.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -336742.281250 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -336742.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -336749.312500 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -336749.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -336753.937500 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -336753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -336755.531250 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -336755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -336755.968750 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -336756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -336756.218750 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -336756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -336756.656250 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -336756.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -336756.656250 Penalty: 3948.839600
	Iteration 26F: 3 clusters Score -336756.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -224896.765625 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -224896.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -222370.234375 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -222370.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -222854.281250 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -222854.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -223034.703125 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -223034.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -223169.093750 Penalty: 3746.169922
	Iteration 3F: 3 clusters Score -223169.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -223282.046875 Penalty: 3746.169922
	Iteration 4F: 3 clusters Score -223282 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -223395.609375 Penalty: 3746.169922
	Iteration 5Q: 3 clusters Score -223395.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -223507.906250 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -223507.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -223618.265625 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -223618.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -223675.796875 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -223675.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -223699.406250 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -223699.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -223717.546875 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -223717.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -223734.859375 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -223734.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -223750.171875 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -223750.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -223756.953125 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -223757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -223758.359375 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -223758.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -223762.703125 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -223762.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -223765.343750 Penalty: 3746.169922
	Iteration 16Q: 3 clusters Score -223765.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -223766.640625 Penalty: 3746.169922
	Iteration 17Q: 3 clusters Score -223766.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -223770.500000 Penalty: 3746.169922
	Iteration 18Q: 3 clusters Score -223770.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -223778.062500 Penalty: 3746.169922
	Iteration 19Q: 3 clusters Score -223778.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -223784.250000 Penalty: 3746.169922
	Iteration 20F: 3 clusters Score -223784.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -223788.484375 Penalty: 3746.169922
	Iteration 21Q: 3 clusters Score -223788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -223789.546875 Penalty: 3746.169922
	Iteration 22Q: 3 clusters Score -223789.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -223791.218750 Penalty: 3746.169922
	Iteration 23Q: 3 clusters Score -223791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -223792.218750 Penalty: 3746.169922
	Iteration 24Q: 3 clusters Score -223792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -223794.078125 Penalty: 3746.169922
	Iteration 25Q: 3 clusters Score -223794.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -223797.140625 Penalty: 3746.169922
	Iteration 26Q: 3 clusters Score -223797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -223798.500000 Penalty: 3746.169922
	Iteration 27Q: 3 clusters Score -223798.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -223799.312500 Penalty: 3746.169922
	Iteration 28Q: 3 clusters Score -223799.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -223799.312500 Penalty: 3746.169922
	Iteration 29F: 3 clusters Score -223799.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (10040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Entering Unmasked Estep 
Score: -1220251.875000 Penalty: 2285.154541
	Iteration 0F: 2 clusters Score -1220252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1212700.375000 Penalty: 4570.309082
	Iteration 0F: 3 clusters Score -1212700 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1214933.000000 Penalty: 4570.309082
	Iteration 1F: 3 clusters Score -1214933 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1215350.000000 Penalty: 4570.309082
	Iteration 2F: 3 clusters Score -1215350 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1215784.125000 Penalty: 4570.309082
	Iteration 3F: 3 clusters Score -1215784 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1216179.125000 Penalty: 4570.309082
	Iteration 4F: 3 clusters Score -1216179 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1216489.625000 Penalty: 4570.309082
	Iteration 5F: 3 clusters Score -1216490 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1216804.875000 Penalty: 4570.309082
	Iteration 6Q: 3 clusters Score -1216805 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1217099.250000 Penalty: 4570.309082
	Iteration 7Q: 3 clusters Score -1217099 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1217352.750000 Penalty: 4570.309082
	Iteration 8Q: 3 clusters Score -1217353 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1217553.125000 Penalty: 4570.309082
	Iteration 9Q: 3 clusters Score -1217553 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1217710.125000 Penalty: 4570.309082
	Iteration 10Q: 3 clusters Score -1217710 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1217848.625000 Penalty: 4570.309082
	Iteration 11Q: 3 clusters Score -1217849 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1217976.875000 Penalty: 4570.309082
	Iteration 12Q: 3 clusters Score -1217977 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1218065.375000 Penalty: 4570.309082
	Iteration 13Q: 3 clusters Score -1218065 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1218136.500000 Penalty: 4570.309082
	Iteration 14Q: 3 clusters Score -1218136 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1218203.250000 Penalty: 4570.309082
	Iteration 15Q: 3 clusters Score -1218203 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1218242.625000 Penalty: 4570.309082
	Iteration 16Q: 3 clusters Score -1218243 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1218260.000000 Penalty: 4570.309082
	Iteration 17Q: 3 clusters Score -1218260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1218276.500000 Penalty: 4570.309082
	Iteration 18Q: 3 clusters Score -1218276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1218286.000000 Penalty: 4570.309082
	Iteration 19Q: 3 clusters Score -1218286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1218292.750000 Penalty: 4570.309082
	Iteration 20F: 3 clusters Score -1218293 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1218305.375000 Penalty: 4570.309082
	Iteration 21Q: 3 clusters Score -1218305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1218315.875000 Penalty: 4570.309082
	Iteration 22Q: 3 clusters Score -1218316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1218314.125000 Penalty: 4570.309082
	Iteration 23Q: 3 clusters Score -1218314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1218321.000000 Penalty: 4570.309082
	Iteration 24Q: 3 clusters Score -1218321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1218326.125000 Penalty: 4570.309082
	Iteration 25Q: 3 clusters Score -1218326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1218328.625000 Penalty: 4570.309082
	Iteration 26Q: 3 clusters Score -1218329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1218332.250000 Penalty: 4570.309082
	Iteration 27Q: 3 clusters Score -1218332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1218334.500000 Penalty: 4570.309082
	Iteration 28Q: 3 clusters Score -1218334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1218338.875000 Penalty: 4570.309082
	Iteration 29Q: 3 clusters Score -1218339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1218338.000000 Penalty: 4570.309082
	Iteration 30Q: 3 clusters Score -1218338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1218340.500000 Penalty: 4570.309082
	Iteration 31Q: 3 clusters Score -1218340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1218340.375000 Penalty: 4570.309082
	Iteration 32Q: 3 clusters Score -1218340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1218342.625000 Penalty: 4570.309082
	Iteration 33Q: 3 clusters Score -1218343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1218343.875000 Penalty: 4570.309082
	Iteration 34Q: 3 clusters Score -1218344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1218344.625000 Penalty: 4570.309082
	Iteration 35Q: 3 clusters Score -1218345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1218347.875000 Penalty: 4570.309082
	Iteration 36Q: 3 clusters Score -1218348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1218348.625000 Penalty: 4570.309082
	Iteration 37Q: 3 clusters Score -1218349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1218345.250000 Penalty: 4570.309082
	Iteration 38Q: 3 clusters Score -1218345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1218348.000000 Penalty: 4570.309082
	Iteration 39Q: 3 clusters Score -1218348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1218349.625000 Penalty: 4570.309082
	Iteration 40F: 3 clusters Score -1218350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1218351.125000 Penalty: 4570.309082
	Iteration 41Q: 3 clusters Score -1218351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1218347.875000 Penalty: 4570.309082
	Iteration 42Q: 3 clusters Score -1218348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1218349.250000 Penalty: 4570.309082
	Iteration 43Q: 3 clusters Score -1218349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1218350.125000 Penalty: 4570.309082
	Iteration 44Q: 3 clusters Score -1218350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1218349.750000 Penalty: 4570.309082
	Iteration 45Q: 3 clusters Score -1218350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1218348.250000 Penalty: 4570.309082
	Iteration 46Q: 3 clusters Score -1218348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1218348.250000 Penalty: 4570.309082
	Iteration 47F: 3 clusters Score -1218348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (11971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Entering Unmasked Estep 
Score: -1419911.000000 Penalty: 2328.780273
	Iteration 0F: 2 clusters Score -1419911 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 5935 members 
Entering Unmasked Estep 
Score: -1410893.375000 Penalty: 4657.560547
	Iteration 0F: 3 clusters Score -1410893 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1413602.125000 Penalty: 4657.560547
	Iteration 1F: 3 clusters Score -1413602 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1414002.375000 Penalty: 4657.560547
	Iteration 2F: 3 clusters Score -1414002 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1414360.375000 Penalty: 4657.560547
	Iteration 3F: 3 clusters Score -1414360 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1414773.000000 Penalty: 4657.560547
	Iteration 4F: 3 clusters Score -1414773 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1415310.375000 Penalty: 4657.560547
	Iteration 5F: 3 clusters Score -1415310 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1415953.000000 Penalty: 4657.560547
	Iteration 6F: 3 clusters Score -1415953 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1416571.250000 Penalty: 4657.560547
	Iteration 7F: 3 clusters Score -1416571 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1417063.375000 Penalty: 4657.560547
	Iteration 8F: 3 clusters Score -1417063 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1417360.125000 Penalty: 4657.560547
	Iteration 9Q: 3 clusters Score -1417360 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1417559.500000 Penalty: 4657.560547
	Iteration 10Q: 3 clusters Score -1417560 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1417678.875000 Penalty: 4657.560547
	Iteration 11Q: 3 clusters Score -1417679 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1417770.500000 Penalty: 4657.560547
	Iteration 12Q: 3 clusters Score -1417770 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1417832.750000 Penalty: 4657.560547
	Iteration 13Q: 3 clusters Score -1417833 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1417885.125000 Penalty: 4657.560547
	Iteration 14Q: 3 clusters Score -1417885 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1417925.000000 Penalty: 4657.560547
	Iteration 15Q: 3 clusters Score -1417925 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1417968.375000 Penalty: 4657.560547
	Iteration 16Q: 3 clusters Score -1417968 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1418004.750000 Penalty: 4657.560547
	Iteration 17Q: 3 clusters Score -1418005 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1418019.625000 Penalty: 4657.560547
	Iteration 18Q: 3 clusters Score -1418020 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1418042.250000 Penalty: 4657.560547
	Iteration 19Q: 3 clusters Score -1418042 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1418056.500000 Penalty: 4657.560547
	Iteration 20F: 3 clusters Score -1418056 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1418075.750000 Penalty: 4657.560547
	Iteration 21Q: 3 clusters Score -1418076 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1418095.625000 Penalty: 4657.560547
	Iteration 22Q: 3 clusters Score -1418096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1418108.125000 Penalty: 4657.560547
	Iteration 23Q: 3 clusters Score -1418108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1418121.625000 Penalty: 4657.560547
	Iteration 24Q: 3 clusters Score -1418122 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1418132.375000 Penalty: 4657.560547
	Iteration 25Q: 3 clusters Score -1418132 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1418142.250000 Penalty: 4657.560547
	Iteration 26Q: 3 clusters Score -1418142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1418157.625000 Penalty: 4657.560547
	Iteration 27Q: 3 clusters Score -1418158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1418167.625000 Penalty: 4657.560547
	Iteration 28Q: 3 clusters Score -1418168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1418182.875000 Penalty: 4657.560547
	Iteration 29Q: 3 clusters Score -1418183 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1418200.250000 Penalty: 4657.560547
	Iteration 30Q: 3 clusters Score -1418200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1418207.375000 Penalty: 4657.560547
	Iteration 31Q: 3 clusters Score -1418207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1418222.750000 Penalty: 4657.560547
	Iteration 32Q: 3 clusters Score -1418223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1418228.000000 Penalty: 4657.560547
	Iteration 33Q: 3 clusters Score -1418228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1418230.875000 Penalty: 4657.560547
	Iteration 34Q: 3 clusters Score -1418231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1418238.250000 Penalty: 4657.560547
	Iteration 35Q: 3 clusters Score -1418238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1418246.125000 Penalty: 4657.560547
	Iteration 36Q: 3 clusters Score -1418246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1418243.250000 Penalty: 4657.560547
	Iteration 37Q: 3 clusters Score -1418243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1418255.625000 Penalty: 4657.560547
	Iteration 38Q: 3 clusters Score -1418256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1418257.625000 Penalty: 4657.560547
	Iteration 39Q: 3 clusters Score -1418258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1418262.875000 Penalty: 4657.560547
	Iteration 40F: 3 clusters Score -1418263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1418269.000000 Penalty: 4657.560547
	Iteration 41Q: 3 clusters Score -1418269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1418275.125000 Penalty: 4657.560547
	Iteration 42Q: 3 clusters Score -1418275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1418277.375000 Penalty: 4657.560547
	Iteration 43Q: 3 clusters Score -1418277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1418278.875000 Penalty: 4657.560547
	Iteration 44Q: 3 clusters Score -1418279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1418276.750000 Penalty: 4657.560547
	Iteration 45Q: 3 clusters Score -1418277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1418279.375000 Penalty: 4657.560547
	Iteration 46Q: 3 clusters Score -1418279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1418282.500000 Penalty: 4657.560547
	Iteration 47Q: 3 clusters Score -1418282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1418282.500000 Penalty: 4657.560547
	Iteration 48Q: 3 clusters Score -1418282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1418282.250000 Penalty: 4657.560547
	Iteration 49Q: 3 clusters Score -1418282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1418282.000000 Penalty: 4657.560547
	Iteration 50Q: 3 clusters Score -1418282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1418285.250000 Penalty: 4657.560547
	Iteration 51Q: 3 clusters Score -1418285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1418284.750000 Penalty: 4657.560547
	Iteration 52Q: 3 clusters Score -1418285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1418284.875000 Penalty: 4657.560547
	Iteration 53Q: 3 clusters Score -1418285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1418287.750000 Penalty: 4657.560547
	Iteration 54Q: 3 clusters Score -1418288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1418290.375000 Penalty: 4657.560547
	Iteration 55Q: 3 clusters Score -1418290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1418291.750000 Penalty: 4657.560547
	Iteration 56Q: 3 clusters Score -1418292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1418292.375000 Penalty: 4657.560547
	Iteration 57Q: 3 clusters Score -1418292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1418295.250000 Penalty: 4657.560547
	Iteration 58Q: 3 clusters Score -1418295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1418294.875000 Penalty: 4657.560547
	Iteration 59Q: 3 clusters Score -1418295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1418302.750000 Penalty: 4657.560547
	Iteration 60F: 3 clusters Score -1418303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1418302.125000 Penalty: 4657.560547
	Iteration 61Q: 3 clusters Score -1418302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1418302.250000 Penalty: 4657.560547
	Iteration 62Q: 3 clusters Score -1418302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1418303.125000 Penalty: 4657.560547
	Iteration 63Q: 3 clusters Score -1418303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1418305.250000 Penalty: 4657.560547
	Iteration 64Q: 3 clusters Score -1418305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1418305.875000 Penalty: 4657.560547
	Iteration 65Q: 3 clusters Score -1418306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1418305.375000 Penalty: 4657.560547
	Iteration 66Q: 3 clusters Score -1418305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1418307.625000 Penalty: 4657.560547
	Iteration 67Q: 3 clusters Score -1418308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1418307.375000 Penalty: 4657.560547
	Iteration 68Q: 3 clusters Score -1418307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1418307.000000 Penalty: 4657.560547
	Iteration 69Q: 3 clusters Score -1418307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1418309.250000 Penalty: 4657.560547
	Iteration 70Q: 3 clusters Score -1418309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1418309.250000 Penalty: 4657.560547
	Iteration 71Q: 3 clusters Score -1418309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1418308.625000 Penalty: 4657.560547
	Iteration 72Q: 3 clusters Score -1418309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1418307.125000 Penalty: 4657.560547
	Iteration 73Q: 3 clusters Score -1418307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1418311.750000 Penalty: 4657.560547
	Iteration 74Q: 3 clusters Score -1418312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1418308.250000 Penalty: 4657.560547
	Iteration 75Q: 3 clusters Score -1418308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1418310.500000 Penalty: 4657.560547
	Iteration 76Q: 3 clusters Score -1418310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1418310.375000 Penalty: 4657.560547
	Iteration 77Q: 3 clusters Score -1418310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1418312.125000 Penalty: 4657.560547
	Iteration 78Q: 3 clusters Score -1418312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1418311.625000 Penalty: 4657.560547
	Iteration 79Q: 3 clusters Score -1418312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1418311.875000 Penalty: 4657.560547
	Iteration 80F: 3 clusters Score -1418312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -108467.039062 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -108467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -106580.601562 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -106580.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -106872.359375 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -106872.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -106955.179688 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -106955.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -106992.945312 Penalty: 3396.610596
	Iteration 3Q: 3 clusters Score -106992.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -107011.695312 Penalty: 3396.610596
	Iteration 4Q: 3 clusters Score -107011.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -107024.164062 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -107024.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -107039.429688 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -107039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -107042.070312 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -107042.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -107044.062500 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -107044.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -107044.062500 Penalty: 3396.610596
	Iteration 9F: 3 clusters Score -107044.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 331 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235318 members 
Mstep: Class 12 contains 8207 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75890 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136322 members 
Mstep: Class 18 contains 13137 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16323 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94209 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41847 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16268 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96536 members 
Mstep: Class 36 contains 32335 members 
Mstep: Class 37 contains 7076 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 878 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5115 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12801 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 11089 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 1237 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16558 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16019 members 
Mstep: Class 61 contains 28912 members 
Mstep: Class 62 contains 32569 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1708 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10040 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154538496.000000 Penalty: 282998.750000
Iteration 199Q: 82 clusters Score -1.545385e+08 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 345 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235318 members 
Mstep: Class 12 contains 8167 members 
Mstep: Class 13 contains 5923 members 
Mstep: Class 14 contains 75891 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136337 members 
Mstep: Class 18 contains 13086 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16364 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 6334 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94208 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41847 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16269 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96531 members 
Mstep: Class 36 contains 32335 members 
Mstep: Class 37 contains 7263 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 877 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5136 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12801 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 11137 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 1236 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2394 members 
Mstep: Class 57 contains 16558 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16023 members 
Mstep: Class 61 contains 28911 members 
Mstep: Class 62 contains 32564 members 
Mstep: Class 63 contains 92130 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1699 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1502 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10045 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 20614 members 
Mstep: Class 80 contains 269 members 
Mstep: Class 81 contains 2320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154539312.000000 Penalty: 282998.750000
Iteration 200F: 82 clusters Score -1.545393e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10713 members 
Mstep: Class 7 contains 353 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235317 members 
Mstep: Class 12 contains 8137 members 
Mstep: Class 13 contains 5921 members 
Mstep: Class 14 contains 75894 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136330 members 
Mstep: Class 18 contains 13039 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6350 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16357 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6363 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94209 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41850 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16269 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96533 members 
Mstep: Class 36 contains 32335 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5087 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12803 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 10669 members 
Mstep: Class 50 contains 2991 members 
Mstep: Class 51 contains 1236 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2393 members 
Mstep: Class 57 contains 16558 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4453 members 
Mstep: Class 60 contains 16026 members 
Mstep: Class 61 contains 28909 members 
Mstep: Class 62 contains 32560 members 
Mstep: Class 63 contains 92130 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4111 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1694 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1504 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10049 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 21077 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154539568.000000 Penalty: 282998.750000
Iteration 201Q: 82 clusters Score -1.545396e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10713 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235313 members 
Mstep: Class 12 contains 8109 members 
Mstep: Class 13 contains 5917 members 
Mstep: Class 14 contains 75891 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136323 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9248 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6360 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16345 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6383 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94208 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41849 members 
Mstep: Class 32 contains 4932 members 
Mstep: Class 33 contains 16271 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96532 members 
Mstep: Class 36 contains 32334 members 
Mstep: Class 37 contains 7051 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 876 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5068 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 10325 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1235 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 673 members 
Mstep: Class 56 contains 2395 members 
Mstep: Class 57 contains 16558 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16028 members 
Mstep: Class 61 contains 28906 members 
Mstep: Class 62 contains 32558 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4110 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1693 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1504 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10051 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 21374 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154539712.000000 Penalty: 282998.750000
Iteration 202Q: 82 clusters Score -1.545397e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 7151 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 235313 members 
Mstep: Class 12 contains 8096 members 
Mstep: Class 13 contains 5916 members 
Mstep: Class 14 contains 75892 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136321 members 
Mstep: Class 18 contains 12958 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6363 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16331 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 6402 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94214 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41851 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16271 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96530 members 
Mstep: Class 36 contains 32335 members 
Mstep: Class 37 contains 7007 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 876 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5053 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 10014 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1233 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 950 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 674 members 
Mstep: Class 56 contains 2391 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16030 members 
Mstep: Class 61 contains 28904 members 
Mstep: Class 62 contains 32554 members 
Mstep: Class 63 contains 92125 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2443 members 
Mstep: Class 67 contains 4110 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1694 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10054 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 21603 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540256.000000 Penalty: 282998.750000
Iteration 203Q: 82 clusters Score -1.545403e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10713 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235309 members 
Mstep: Class 12 contains 8086 members 
Mstep: Class 13 contains 5917 members 
Mstep: Class 14 contains 75892 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136315 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6364 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16321 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6415 members 
Mstep: Class 27 contains 17427 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94210 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41856 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16271 members 
Mstep: Class 34 contains 15557 members 
Mstep: Class 35 contains 96530 members 
Mstep: Class 36 contains 32335 members 
Mstep: Class 37 contains 6980 members 
Mstep: Class 38 contains 2961 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 876 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5040 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12803 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 9756 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2547 members 
Mstep: Class 55 contains 675 members 
Mstep: Class 56 contains 2389 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16032 members 
Mstep: Class 61 contains 28905 members 
Mstep: Class 62 contains 32552 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4113 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1696 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10056 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 21783 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540544.000000 Penalty: 282998.750000
Iteration 204Q: 82 clusters Score -1.545405e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235301 members 
Mstep: Class 12 contains 8079 members 
Mstep: Class 13 contains 5915 members 
Mstep: Class 14 contains 75888 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136314 members 
Mstep: Class 18 contains 12910 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6363 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16308 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 17426 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94208 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41860 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16271 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96529 members 
Mstep: Class 36 contains 32338 members 
Mstep: Class 37 contains 6966 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 876 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5036 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12803 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 9535 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2548 members 
Mstep: Class 55 contains 675 members 
Mstep: Class 56 contains 2388 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16034 members 
Mstep: Class 61 contains 28904 members 
Mstep: Class 62 contains 32551 members 
Mstep: Class 63 contains 92121 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2443 members 
Mstep: Class 67 contains 4113 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1697 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10056 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 21935 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540560.000000 Penalty: 282998.750000
Iteration 205Q: 82 clusters Score -1.545406e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 7144 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235298 members 
Mstep: Class 12 contains 8073 members 
Mstep: Class 13 contains 5914 members 
Mstep: Class 14 contains 75887 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136315 members 
Mstep: Class 18 contains 12891 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6365 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16297 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6429 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94208 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41859 members 
Mstep: Class 32 contains 4936 members 
Mstep: Class 33 contains 16271 members 
Mstep: Class 34 contains 15557 members 
Mstep: Class 35 contains 96525 members 
Mstep: Class 36 contains 32340 members 
Mstep: Class 37 contains 6952 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 876 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5035 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12803 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 9318 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2548 members 
Mstep: Class 55 contains 676 members 
Mstep: Class 56 contains 2383 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16036 members 
Mstep: Class 61 contains 28905 members 
Mstep: Class 62 contains 32548 members 
Mstep: Class 63 contains 92121 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4113 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1700 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10056 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 22086 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540816.000000 Penalty: 282998.750000
Iteration 206Q: 82 clusters Score -1.545408e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 7141 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10713 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235290 members 
Mstep: Class 12 contains 8071 members 
Mstep: Class 13 contains 5914 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136309 members 
Mstep: Class 18 contains 12860 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 6366 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16290 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6432 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94209 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41862 members 
Mstep: Class 32 contains 4936 members 
Mstep: Class 33 contains 16272 members 
Mstep: Class 34 contains 15556 members 
Mstep: Class 35 contains 96523 members 
Mstep: Class 36 contains 32342 members 
Mstep: Class 37 contains 6934 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 876 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5033 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 9120 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2548 members 
Mstep: Class 55 contains 677 members 
Mstep: Class 56 contains 2383 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16038 members 
Mstep: Class 61 contains 28901 members 
Mstep: Class 62 contains 32550 members 
Mstep: Class 63 contains 92120 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4113 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1702 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10057 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 22236 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540944.000000 Penalty: 282998.750000
Iteration 207Q: 82 clusters Score -1.545409e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 7137 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10713 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235289 members 
Mstep: Class 12 contains 8069 members 
Mstep: Class 13 contains 5913 members 
Mstep: Class 14 contains 75875 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136303 members 
Mstep: Class 18 contains 12813 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4023 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16285 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6434 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94212 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41865 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16273 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96522 members 
Mstep: Class 36 contains 32343 members 
Mstep: Class 37 contains 6906 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5032 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 8939 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2548 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16039 members 
Mstep: Class 61 contains 28898 members 
Mstep: Class 62 contains 32553 members 
Mstep: Class 63 contains 92121 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2444 members 
Mstep: Class 67 contains 4113 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10057 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 22379 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541088.000000 Penalty: 282998.750000
Iteration 208Q: 82 clusters Score -1.545411e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10713 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235281 members 
Mstep: Class 12 contains 8065 members 
Mstep: Class 13 contains 5913 members 
Mstep: Class 14 contains 75877 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136303 members 
Mstep: Class 18 contains 12784 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6370 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16272 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6436 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94214 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41873 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16275 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96521 members 
Mstep: Class 36 contains 32343 members 
Mstep: Class 37 contains 6894 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5032 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 8771 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2548 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2383 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16039 members 
Mstep: Class 61 contains 28896 members 
Mstep: Class 62 contains 32551 members 
Mstep: Class 63 contains 92120 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10057 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 22505 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541040.000000 Penalty: 282998.750000
Iteration 209Q: 82 clusters Score -1.54541e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10713 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235276 members 
Mstep: Class 12 contains 8060 members 
Mstep: Class 13 contains 5913 members 
Mstep: Class 14 contains 75873 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136303 members 
Mstep: Class 18 contains 12754 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6372 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16264 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94215 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41883 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16275 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96520 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6881 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8682 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5031 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 8632 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2548 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2383 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16039 members 
Mstep: Class 61 contains 28894 members 
Mstep: Class 62 contains 32549 members 
Mstep: Class 63 contains 92120 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10057 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 22615 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541040.000000 Penalty: 282998.750000
Iteration 210Q: 82 clusters Score -1.54541e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10713 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235273 members 
Mstep: Class 12 contains 8057 members 
Mstep: Class 13 contains 5913 members 
Mstep: Class 14 contains 75867 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136301 members 
Mstep: Class 18 contains 12740 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6372 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16259 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94216 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41889 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16274 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96520 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6869 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5031 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 8496 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2548 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2384 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16039 members 
Mstep: Class 61 contains 28894 members 
Mstep: Class 62 contains 32551 members 
Mstep: Class 63 contains 92120 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10057 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 22722 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541072.000000 Penalty: 282998.750000
Iteration 211Q: 82 clusters Score -1.545411e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235272 members 
Mstep: Class 12 contains 8057 members 
Mstep: Class 13 contains 5913 members 
Mstep: Class 14 contains 75864 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136302 members 
Mstep: Class 18 contains 12723 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6370 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16256 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94216 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41893 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16274 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96519 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6858 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5031 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 8378 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2548 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2384 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16038 members 
Mstep: Class 61 contains 28894 members 
Mstep: Class 62 contains 32551 members 
Mstep: Class 63 contains 92120 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10057 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 22810 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541008.000000 Penalty: 282998.750000
Iteration 212Q: 82 clusters Score -1.54541e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235272 members 
Mstep: Class 12 contains 8056 members 
Mstep: Class 13 contains 5913 members 
Mstep: Class 14 contains 75863 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136302 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6370 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16254 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6442 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94216 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41897 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16274 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96518 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6843 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5030 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 8282 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2548 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2385 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16038 members 
Mstep: Class 61 contains 28894 members 
Mstep: Class 62 contains 32551 members 
Mstep: Class 63 contains 92120 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10057 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 22886 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541072.000000 Penalty: 282998.750000
Iteration 213Q: 82 clusters Score -1.545411e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235273 members 
Mstep: Class 12 contains 8056 members 
Mstep: Class 13 contains 5912 members 
Mstep: Class 14 contains 75864 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136300 members 
Mstep: Class 18 contains 12679 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6371 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16251 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6443 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94216 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41898 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16274 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96518 members 
Mstep: Class 36 contains 32343 members 
Mstep: Class 37 contains 6833 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5028 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 8200 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2548 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2385 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16037 members 
Mstep: Class 61 contains 28894 members 
Mstep: Class 62 contains 32551 members 
Mstep: Class 63 contains 92120 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10057 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 22945 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541136.000000 Penalty: 282998.750000
Iteration 214Q: 82 clusters Score -1.545411e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8056 members 
Mstep: Class 13 contains 5911 members 
Mstep: Class 14 contains 75867 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136301 members 
Mstep: Class 18 contains 12667 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6373 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16248 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94216 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41902 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16274 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96516 members 
Mstep: Class 36 contains 32343 members 
Mstep: Class 37 contains 6828 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5027 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 8125 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2548 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2383 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16037 members 
Mstep: Class 61 contains 28892 members 
Mstep: Class 62 contains 32551 members 
Mstep: Class 63 contains 92120 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10057 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 22990 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541104.000000 Penalty: 282998.750000
Iteration 215Q: 82 clusters Score -1.545411e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235269 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5912 members 
Mstep: Class 14 contains 75870 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136302 members 
Mstep: Class 18 contains 12657 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6374 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16247 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6446 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94218 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41901 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16274 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96511 members 
Mstep: Class 36 contains 32343 members 
Mstep: Class 37 contains 6824 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 8061 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 2548 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2381 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16037 members 
Mstep: Class 61 contains 28890 members 
Mstep: Class 62 contains 32551 members 
Mstep: Class 63 contains 92120 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10057 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23029 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541040.000000 Penalty: 282998.750000
Iteration 216Q: 82 clusters Score -1.54541e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235269 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5911 members 
Mstep: Class 14 contains 75874 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136304 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16244 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94219 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41901 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16274 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96507 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6822 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7986 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2548 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16038 members 
Mstep: Class 61 contains 28882 members 
Mstep: Class 62 contains 32554 members 
Mstep: Class 63 contains 92121 members 
Mstep: Class 64 contains 3700 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10058 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23070 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541088.000000 Penalty: 282998.750000
Iteration 217Q: 82 clusters Score -1.545411e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235268 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5911 members 
Mstep: Class 14 contains 75874 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136305 members 
Mstep: Class 18 contains 12631 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16243 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94219 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41901 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16274 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96505 members 
Mstep: Class 36 contains 32345 members 
Mstep: Class 37 contains 6814 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7909 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2549 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16038 members 
Mstep: Class 61 contains 28880 members 
Mstep: Class 62 contains 32553 members 
Mstep: Class 63 contains 92121 members 
Mstep: Class 64 contains 3701 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10060 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23111 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541392.000000 Penalty: 282998.750000
Iteration 218Q: 82 clusters Score -1.545414e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235269 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5911 members 
Mstep: Class 14 contains 75870 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136304 members 
Mstep: Class 18 contains 12624 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6376 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16239 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94220 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41901 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16274 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96503 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6812 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7834 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2549 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16038 members 
Mstep: Class 61 contains 28877 members 
Mstep: Class 62 contains 32554 members 
Mstep: Class 63 contains 92121 members 
Mstep: Class 64 contains 3703 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10062 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23157 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541216.000000 Penalty: 282998.750000
Iteration 219Q: 82 clusters Score -1.545412e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235269 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5911 members 
Mstep: Class 14 contains 75870 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136304 members 
Mstep: Class 18 contains 12621 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6376 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16234 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94223 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41905 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16277 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96501 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6809 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7758 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8901 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2549 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16038 members 
Mstep: Class 61 contains 28868 members 
Mstep: Class 62 contains 32556 members 
Mstep: Class 63 contains 92121 members 
Mstep: Class 64 contains 3704 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10063 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23210 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541216.000000 Penalty: 282998.750000
Iteration 220F: 82 clusters Score -1.545412e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235266 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75873 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136305 members 
Mstep: Class 18 contains 12639 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6376 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94224 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41911 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16280 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96499 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6804 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4052 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7677 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8902 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2549 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16038 members 
Mstep: Class 61 contains 28857 members 
Mstep: Class 62 contains 32558 members 
Mstep: Class 63 contains 92121 members 
Mstep: Class 64 contains 3704 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10064 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23261 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541200.000000 Penalty: 282998.750000
Iteration 221Q: 82 clusters Score -1.545412e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235266 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5909 members 
Mstep: Class 14 contains 75871 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 17 contains 136303 members 
Mstep: Class 18 contains 12643 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94222 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41913 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16285 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96499 members 
Mstep: Class 36 contains 32345 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12805 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7611 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8902 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2549 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16037 members 
Mstep: Class 61 contains 28851 members 
Mstep: Class 62 contains 32560 members 
Mstep: Class 63 contains 92121 members 
Mstep: Class 64 contains 3704 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10065 members 
Mstep: Class 77 contains 11971 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23311 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541216.000000 Penalty: 282998.750000
Iteration 222Q: 82 clusters Score -1.545412e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235266 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5909 members 
Mstep: Class 14 contains 75870 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6188 members 
Mstep: Class 17 contains 136306 members 
Mstep: Class 18 contains 12638 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16228 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94223 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41913 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16288 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96497 members 
Mstep: Class 36 contains 32345 members 
Mstep: Class 37 contains 6798 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12806 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7560 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8902 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2549 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16037 members 
Mstep: Class 61 contains 28841 members 
Mstep: Class 62 contains 32566 members 
Mstep: Class 63 contains 92120 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10066 members 
Mstep: Class 77 contains 11970 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23349 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541280.000000 Penalty: 282998.750000
Iteration 223Q: 82 clusters Score -1.545413e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235267 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5909 members 
Mstep: Class 14 contains 75875 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6192 members 
Mstep: Class 17 contains 136305 members 
Mstep: Class 18 contains 12635 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94224 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41915 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16289 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96496 members 
Mstep: Class 36 contains 32345 members 
Mstep: Class 37 contains 6793 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1956 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12805 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7525 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8902 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2549 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16037 members 
Mstep: Class 61 contains 28832 members 
Mstep: Class 62 contains 32568 members 
Mstep: Class 63 contains 92119 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4114 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10067 members 
Mstep: Class 77 contains 11970 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23379 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541184.000000 Penalty: 282998.750000
Iteration 224Q: 82 clusters Score -1.545412e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235269 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5909 members 
Mstep: Class 14 contains 75875 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6193 members 
Mstep: Class 17 contains 136305 members 
Mstep: Class 18 contains 12633 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16227 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94227 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41915 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16289 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96495 members 
Mstep: Class 36 contains 32345 members 
Mstep: Class 37 contains 6787 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1954 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12805 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7471 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8902 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2549 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16037 members 
Mstep: Class 61 contains 28827 members 
Mstep: Class 62 contains 32569 members 
Mstep: Class 63 contains 92119 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10068 members 
Mstep: Class 77 contains 11970 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23425 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541168.000000 Penalty: 282998.750000
Iteration 225Q: 82 clusters Score -1.545412e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235277 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 75876 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6194 members 
Mstep: Class 17 contains 136304 members 
Mstep: Class 18 contains 12620 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16227 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94226 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41914 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16289 members 
Mstep: Class 34 contains 15552 members 
Mstep: Class 35 contains 96491 members 
Mstep: Class 36 contains 32345 members 
Mstep: Class 37 contains 6782 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12806 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7432 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8902 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2549 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16037 members 
Mstep: Class 61 contains 28821 members 
Mstep: Class 62 contains 32568 members 
Mstep: Class 63 contains 92119 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10073 members 
Mstep: Class 77 contains 11970 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23463 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541152.000000 Penalty: 282998.750000
Iteration 226Q: 82 clusters Score -1.545412e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235280 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 75876 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136306 members 
Mstep: Class 18 contains 12619 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16227 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94226 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41916 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16288 members 
Mstep: Class 34 contains 15552 members 
Mstep: Class 35 contains 96488 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6780 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12805 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7388 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8902 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2549 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16037 members 
Mstep: Class 61 contains 28814 members 
Mstep: Class 62 contains 32571 members 
Mstep: Class 63 contains 92118 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10077 members 
Mstep: Class 77 contains 11970 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23496 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541072.000000 Penalty: 282998.750000
Iteration 227Q: 82 clusters Score -1.545411e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235282 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 75879 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136304 members 
Mstep: Class 18 contains 12624 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94225 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41918 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16289 members 
Mstep: Class 34 contains 15553 members 
Mstep: Class 35 contains 96483 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6781 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12806 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7329 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8902 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2549 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16038 members 
Mstep: Class 61 contains 28808 members 
Mstep: Class 62 contains 32572 members 
Mstep: Class 63 contains 92118 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10081 members 
Mstep: Class 77 contains 11970 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23532 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540944.000000 Penalty: 282998.750000
Iteration 228Q: 82 clusters Score -1.545409e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235285 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 75880 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136300 members 
Mstep: Class 18 contains 12629 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6376 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94224 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41919 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16288 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96480 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6783 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12808 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7267 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8902 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2549 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16038 members 
Mstep: Class 61 contains 28805 members 
Mstep: Class 62 contains 32572 members 
Mstep: Class 63 contains 92118 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10082 members 
Mstep: Class 77 contains 11970 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23576 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540896.000000 Penalty: 282998.750000
Iteration 229Q: 82 clusters Score -1.545409e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235284 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 75879 members 
Mstep: Class 15 contains 8598 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136296 members 
Mstep: Class 18 contains 12624 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16227 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94224 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41921 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 16288 members 
Mstep: Class 34 contains 15555 members 
Mstep: Class 35 contains 96478 members 
Mstep: Class 36 contains 32345 members 
Mstep: Class 37 contains 6781 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12809 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7212 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8902 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16038 members 
Mstep: Class 61 contains 28804 members 
Mstep: Class 62 contains 32574 members 
Mstep: Class 63 contains 92118 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10082 members 
Mstep: Class 77 contains 11970 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23622 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541056.000000 Penalty: 282998.750000
Iteration 230Q: 82 clusters Score -1.545411e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235286 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5909 members 
Mstep: Class 14 contains 75875 members 
Mstep: Class 15 contains 8600 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136295 members 
Mstep: Class 18 contains 12623 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16227 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94223 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41922 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15555 members 
Mstep: Class 35 contains 96477 members 
Mstep: Class 36 contains 32343 members 
Mstep: Class 37 contains 6783 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12809 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7159 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8903 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16038 members 
Mstep: Class 61 contains 28805 members 
Mstep: Class 62 contains 32574 members 
Mstep: Class 63 contains 92118 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10082 members 
Mstep: Class 77 contains 11970 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23658 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540976.000000 Penalty: 282998.750000
Iteration 231Q: 82 clusters Score -1.54541e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235283 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5909 members 
Mstep: Class 14 contains 75876 members 
Mstep: Class 15 contains 8600 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136296 members 
Mstep: Class 18 contains 12625 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6374 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94225 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41924 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16285 members 
Mstep: Class 34 contains 15555 members 
Mstep: Class 35 contains 96475 members 
Mstep: Class 36 contains 32343 members 
Mstep: Class 37 contains 6776 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12809 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7110 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8904 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16038 members 
Mstep: Class 61 contains 28803 members 
Mstep: Class 62 contains 32577 members 
Mstep: Class 63 contains 92117 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10084 members 
Mstep: Class 77 contains 11970 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23688 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541008.000000 Penalty: 282998.750000
Iteration 232Q: 82 clusters Score -1.54541e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235283 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5909 members 
Mstep: Class 14 contains 75878 members 
Mstep: Class 15 contains 8601 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136296 members 
Mstep: Class 18 contains 12629 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16224 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94227 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41927 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 16284 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96471 members 
Mstep: Class 36 contains 32342 members 
Mstep: Class 37 contains 6773 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12809 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7060 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8905 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16038 members 
Mstep: Class 61 contains 28800 members 
Mstep: Class 62 contains 32576 members 
Mstep: Class 63 contains 92119 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10088 members 
Mstep: Class 77 contains 11969 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23714 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540944.000000 Penalty: 282998.750000
Iteration 233Q: 82 clusters Score -1.545409e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235281 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75877 members 
Mstep: Class 15 contains 8601 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136295 members 
Mstep: Class 18 contains 12631 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6374 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16223 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17425 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94227 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41928 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 16280 members 
Mstep: Class 34 contains 15554 members 
Mstep: Class 35 contains 96470 members 
Mstep: Class 36 contains 32343 members 
Mstep: Class 37 contains 6773 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12812 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 7018 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8903 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16039 members 
Mstep: Class 61 contains 28796 members 
Mstep: Class 62 contains 32576 members 
Mstep: Class 63 contains 92120 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10090 members 
Mstep: Class 77 contains 11970 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23743 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541008.000000 Penalty: 282998.750000
Iteration 234Q: 82 clusters Score -1.54541e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235279 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75873 members 
Mstep: Class 15 contains 8602 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136294 members 
Mstep: Class 18 contains 12643 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6373 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16224 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94227 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41931 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15552 members 
Mstep: Class 35 contains 96469 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12811 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 6960 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8900 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16041 members 
Mstep: Class 61 contains 28793 members 
Mstep: Class 62 contains 32574 members 
Mstep: Class 63 contains 92122 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10094 members 
Mstep: Class 77 contains 11973 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23774 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541088.000000 Penalty: 282998.750000
Iteration 235Q: 82 clusters Score -1.545411e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235278 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75873 members 
Mstep: Class 15 contains 8603 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136292 members 
Mstep: Class 18 contains 12655 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6372 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16224 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94226 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41933 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15550 members 
Mstep: Class 35 contains 96465 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6773 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12811 members 
Mstep: Class 48 contains 6623 members 
Mstep: Class 49 contains 6906 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8897 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16042 members 
Mstep: Class 61 contains 28793 members 
Mstep: Class 62 contains 32573 members 
Mstep: Class 63 contains 92122 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 302 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10096 members 
Mstep: Class 77 contains 11975 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23803 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541184.000000 Penalty: 282998.750000
Iteration 236Q: 82 clusters Score -1.545412e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235275 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75876 members 
Mstep: Class 15 contains 8603 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136292 members 
Mstep: Class 18 contains 12671 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16224 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94227 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41934 members 
Mstep: Class 32 contains 4940 members 
Mstep: Class 33 contains 16280 members 
Mstep: Class 34 contains 15548 members 
Mstep: Class 35 contains 96462 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6767 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12812 members 
Mstep: Class 48 contains 6622 members 
Mstep: Class 49 contains 6849 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8897 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16042 members 
Mstep: Class 61 contains 28792 members 
Mstep: Class 62 contains 32574 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11975 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23832 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541040.000000 Penalty: 282998.750000
Iteration 237Q: 82 clusters Score -1.54541e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235275 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75875 members 
Mstep: Class 15 contains 8603 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136292 members 
Mstep: Class 18 contains 12684 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94226 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41935 members 
Mstep: Class 32 contains 4942 members 
Mstep: Class 33 contains 16280 members 
Mstep: Class 34 contains 15547 members 
Mstep: Class 35 contains 96459 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6766 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12812 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6802 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16042 members 
Mstep: Class 61 contains 28792 members 
Mstep: Class 62 contains 32574 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23848 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540944.000000 Penalty: 282998.750000
Iteration 238Q: 82 clusters Score -1.545409e+08 nChanged 84
Entering ConstructFrom: 
Score: -154540944.000000 Penalty: 282998.750000
Entering ConstructFrom: 
Trying to split cluster 1 (40974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Entering Unmasked Estep 
Score: -5103148.500000 Penalty: 2633.931885
	Iteration 0F: 2 clusters Score -5103148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -5075449.500000 Penalty: 5267.863770
	Iteration 0F: 3 clusters Score -5075450 nChanged 18735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -5086048.000000 Penalty: 5267.863770
	Iteration 1F: 3 clusters Score -5086048 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -5087052.000000 Penalty: 5267.863770
	Iteration 2F: 3 clusters Score -5087052 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5088278.000000 Penalty: 5267.863770
	Iteration 3F: 3 clusters Score -5088278 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -5089733.500000 Penalty: 5267.863770
	Iteration 4F: 3 clusters Score -5089734 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -5091289.500000 Penalty: 5267.863770
	Iteration 5F: 3 clusters Score -5091290 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -5092754.000000 Penalty: 5267.863770
	Iteration 6F: 3 clusters Score -5092754 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -5093989.000000 Penalty: 5267.863770
	Iteration 7F: 3 clusters Score -5093989 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -5094880.000000 Penalty: 5267.863770
	Iteration 8Q: 3 clusters Score -5094880 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -5095534.500000 Penalty: 5267.863770
	Iteration 9Q: 3 clusters Score -5095534 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -5096094.500000 Penalty: 5267.863770
	Iteration 10Q: 3 clusters Score -5096094 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -5096452.500000 Penalty: 5267.863770
	Iteration 11Q: 3 clusters Score -5096452 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -5096688.500000 Penalty: 5267.863770
	Iteration 12Q: 3 clusters Score -5096688 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -5096860.000000 Penalty: 5267.863770
	Iteration 13Q: 3 clusters Score -5096860 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -5096987.500000 Penalty: 5267.863770
	Iteration 14Q: 3 clusters Score -5096988 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -5097040.000000 Penalty: 5267.863770
	Iteration 15Q: 3 clusters Score -5097040 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -5097106.500000 Penalty: 5267.863770
	Iteration 16Q: 3 clusters Score -5097106 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -5097129.500000 Penalty: 5267.863770
	Iteration 17Q: 3 clusters Score -5097130 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -5097162.000000 Penalty: 5267.863770
	Iteration 18Q: 3 clusters Score -5097162 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -5097207.000000 Penalty: 5267.863770
	Iteration 19Q: 3 clusters Score -5097207 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -5097231.000000 Penalty: 5267.863770
	Iteration 20F: 3 clusters Score -5097231 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -5097242.500000 Penalty: 5267.863770
	Iteration 21Q: 3 clusters Score -5097242 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -5097266.500000 Penalty: 5267.863770
	Iteration 22Q: 3 clusters Score -5097266 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -5097273.000000 Penalty: 5267.863770
	Iteration 23Q: 3 clusters Score -5097273 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -5097290.500000 Penalty: 5267.863770
	Iteration 24Q: 3 clusters Score -5097290 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -5097306.500000 Penalty: 5267.863770
	Iteration 25Q: 3 clusters Score -5097306 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -5097323.500000 Penalty: 5267.863770
	Iteration 26Q: 3 clusters Score -5097324 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -5097302.000000 Penalty: 5267.863770
	Iteration 27Q: 3 clusters Score -5097302 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -5097304.000000 Penalty: 5267.863770
	Iteration 28Q: 3 clusters Score -5097304 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -5097329.000000 Penalty: 5267.863770
	Iteration 29Q: 3 clusters Score -5097329 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -5097326.500000 Penalty: 5267.863770
	Iteration 30Q: 3 clusters Score -5097326 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5097343.500000 Penalty: 5267.863770
	Iteration 31Q: 3 clusters Score -5097344 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -5097328.500000 Penalty: 5267.863770
	Iteration 32Q: 3 clusters Score -5097328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -5097330.000000 Penalty: 5267.863770
	Iteration 33Q: 3 clusters Score -5097330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -5097334.000000 Penalty: 5267.863770
	Iteration 34Q: 3 clusters Score -5097334 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -5097343.500000 Penalty: 5267.863770
	Iteration 35Q: 3 clusters Score -5097344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -5097362.000000 Penalty: 5267.863770
	Iteration 36Q: 3 clusters Score -5097362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -5097354.500000 Penalty: 5267.863770
	Iteration 37Q: 3 clusters Score -5097354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -5097332.500000 Penalty: 5267.863770
	Iteration 38Q: 3 clusters Score -5097332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -5097326.500000 Penalty: 5267.863770
	Iteration 39Q: 3 clusters Score -5097326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -5097333.000000 Penalty: 5267.863770
	Iteration 40F: 3 clusters Score -5097333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -5097334.500000 Penalty: 5267.863770
	Iteration 41Q: 3 clusters Score -5097334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -5097335.000000 Penalty: 5267.863770
	Iteration 42Q: 3 clusters Score -5097335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -5097335.000000 Penalty: 5267.863770
	Iteration 43Q: 3 clusters Score -5097335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -5097347.000000 Penalty: 5267.863770
	Iteration 44Q: 3 clusters Score -5097347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -5097340.500000 Penalty: 5267.863770
	Iteration 45Q: 3 clusters Score -5097340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -5097349.500000 Penalty: 5267.863770
	Iteration 46Q: 3 clusters Score -5097350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -5097354.500000 Penalty: 5267.863770
	Iteration 47Q: 3 clusters Score -5097354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -5097344.000000 Penalty: 5267.863770
	Iteration 48Q: 3 clusters Score -5097344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -5097342.000000 Penalty: 5267.863770
	Iteration 49Q: 3 clusters Score -5097342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5097345.500000 Penalty: 5267.863770
	Iteration 50Q: 3 clusters Score -5097346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -5097343.500000 Penalty: 5267.863770
	Iteration 51Q: 3 clusters Score -5097344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -5097343.500000 Penalty: 5267.863770
	Iteration 52F: 3 clusters Score -5097344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Entering Unmasked Estep 
Score: -1138857.250000 Penalty: 2200.481201
	Iteration 0F: 2 clusters Score -1138857 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 3551 members 
Entering Unmasked Estep 
Score: -1133070.250000 Penalty: 4400.962402
	Iteration 0F: 3 clusters Score -1133070 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1134919.250000 Penalty: 4400.962402
	Iteration 1F: 3 clusters Score -1134919 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1135486.250000 Penalty: 4400.962402
	Iteration 2F: 3 clusters Score -1135486 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1135967.125000 Penalty: 4400.962402
	Iteration 3F: 3 clusters Score -1135967 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1136303.000000 Penalty: 4400.962402
	Iteration 4F: 3 clusters Score -1136303 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1136552.250000 Penalty: 4400.962402
	Iteration 5Q: 3 clusters Score -1136552 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1136743.750000 Penalty: 4400.962402
	Iteration 6Q: 3 clusters Score -1136744 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1136885.500000 Penalty: 4400.962402
	Iteration 7Q: 3 clusters Score -1136886 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1137024.625000 Penalty: 4400.962402
	Iteration 8Q: 3 clusters Score -1137025 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1137143.125000 Penalty: 4400.962402
	Iteration 9Q: 3 clusters Score -1137143 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1137249.000000 Penalty: 4400.962402
	Iteration 10Q: 3 clusters Score -1137249 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1137337.750000 Penalty: 4400.962402
	Iteration 11Q: 3 clusters Score -1137338 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1137403.875000 Penalty: 4400.962402
	Iteration 12Q: 3 clusters Score -1137404 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1137457.625000 Penalty: 4400.962402
	Iteration 13Q: 3 clusters Score -1137458 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1137505.625000 Penalty: 4400.962402
	Iteration 14Q: 3 clusters Score -1137506 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1137547.375000 Penalty: 4400.962402
	Iteration 15Q: 3 clusters Score -1137547 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1137583.000000 Penalty: 4400.962402
	Iteration 16Q: 3 clusters Score -1137583 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1137610.125000 Penalty: 4400.962402
	Iteration 17Q: 3 clusters Score -1137610 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1137633.000000 Penalty: 4400.962402
	Iteration 18Q: 3 clusters Score -1137633 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1137661.125000 Penalty: 4400.962402
	Iteration 19Q: 3 clusters Score -1137661 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1137683.375000 Penalty: 4400.962402
	Iteration 20F: 3 clusters Score -1137683 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1137712.500000 Penalty: 4400.962402
	Iteration 21Q: 3 clusters Score -1137712 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1137734.125000 Penalty: 4400.962402
	Iteration 22Q: 3 clusters Score -1137734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1137754.750000 Penalty: 4400.962402
	Iteration 23Q: 3 clusters Score -1137755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1137773.375000 Penalty: 4400.962402
	Iteration 24Q: 3 clusters Score -1137773 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1137783.000000 Penalty: 4400.962402
	Iteration 25Q: 3 clusters Score -1137783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1137796.000000 Penalty: 4400.962402
	Iteration 26Q: 3 clusters Score -1137796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1137805.625000 Penalty: 4400.962402
	Iteration 27Q: 3 clusters Score -1137806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1137811.250000 Penalty: 4400.962402
	Iteration 28Q: 3 clusters Score -1137811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1137825.375000 Penalty: 4400.962402
	Iteration 29Q: 3 clusters Score -1137825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1137834.000000 Penalty: 4400.962402
	Iteration 30Q: 3 clusters Score -1137834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1137844.000000 Penalty: 4400.962402
	Iteration 31Q: 3 clusters Score -1137844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1137854.000000 Penalty: 4400.962402
	Iteration 32Q: 3 clusters Score -1137854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1137857.750000 Penalty: 4400.962402
	Iteration 33Q: 3 clusters Score -1137858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1137863.500000 Penalty: 4400.962402
	Iteration 34Q: 3 clusters Score -1137864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1137874.750000 Penalty: 4400.962402
	Iteration 35Q: 3 clusters Score -1137875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1137882.625000 Penalty: 4400.962402
	Iteration 36Q: 3 clusters Score -1137883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1137889.000000 Penalty: 4400.962402
	Iteration 37Q: 3 clusters Score -1137889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1137899.000000 Penalty: 4400.962402
	Iteration 38Q: 3 clusters Score -1137899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1137909.750000 Penalty: 4400.962402
	Iteration 39Q: 3 clusters Score -1137910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1137920.250000 Penalty: 4400.962402
	Iteration 40F: 3 clusters Score -1137920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1137927.000000 Penalty: 4400.962402
	Iteration 41Q: 3 clusters Score -1137927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1137939.000000 Penalty: 4400.962402
	Iteration 42Q: 3 clusters Score -1137939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1137952.250000 Penalty: 4400.962402
	Iteration 43Q: 3 clusters Score -1137952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1137966.750000 Penalty: 4400.962402
	Iteration 44Q: 3 clusters Score -1137967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1137970.875000 Penalty: 4400.962402
	Iteration 45Q: 3 clusters Score -1137971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1137982.375000 Penalty: 4400.962402
	Iteration 46Q: 3 clusters Score -1137982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1137991.875000 Penalty: 4400.962402
	Iteration 47Q: 3 clusters Score -1137992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1137998.375000 Penalty: 4400.962402
	Iteration 48Q: 3 clusters Score -1137998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1138009.375000 Penalty: 4400.962402
	Iteration 49Q: 3 clusters Score -1138009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1138022.000000 Penalty: 4400.962402
	Iteration 50Q: 3 clusters Score -1138022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1138031.250000 Penalty: 4400.962402
	Iteration 51Q: 3 clusters Score -1138031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1138047.625000 Penalty: 4400.962402
	Iteration 52Q: 3 clusters Score -1138048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1138053.375000 Penalty: 4400.962402
	Iteration 53Q: 3 clusters Score -1138053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1138065.250000 Penalty: 4400.962402
	Iteration 54Q: 3 clusters Score -1138065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1138080.625000 Penalty: 4400.962402
	Iteration 55Q: 3 clusters Score -1138081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1138095.750000 Penalty: 4400.962402
	Iteration 56Q: 3 clusters Score -1138096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1138109.125000 Penalty: 4400.962402
	Iteration 57Q: 3 clusters Score -1138109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1138126.750000 Penalty: 4400.962402
	Iteration 58Q: 3 clusters Score -1138127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1138134.250000 Penalty: 4400.962402
	Iteration 59Q: 3 clusters Score -1138134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1138151.000000 Penalty: 4400.962402
	Iteration 60F: 3 clusters Score -1138151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1138173.500000 Penalty: 4400.962402
	Iteration 61Q: 3 clusters Score -1138174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1138196.375000 Penalty: 4400.962402
	Iteration 62Q: 3 clusters Score -1138196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1138227.250000 Penalty: 4400.962402
	Iteration 63Q: 3 clusters Score -1138227 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1138262.750000 Penalty: 4400.962402
	Iteration 64Q: 3 clusters Score -1138263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1138284.625000 Penalty: 4400.962402
	Iteration 65Q: 3 clusters Score -1138285 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1138309.500000 Penalty: 4400.962402
	Iteration 66Q: 3 clusters Score -1138310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1138337.625000 Penalty: 4400.962402
	Iteration 67Q: 3 clusters Score -1138338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1138367.500000 Penalty: 4400.962402
	Iteration 68Q: 3 clusters Score -1138368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1138388.875000 Penalty: 4400.962402
	Iteration 69Q: 3 clusters Score -1138389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1138410.875000 Penalty: 4400.962402
	Iteration 70Q: 3 clusters Score -1138411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1138434.750000 Penalty: 4400.962402
	Iteration 71Q: 3 clusters Score -1138435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1138459.750000 Penalty: 4400.962402
	Iteration 72Q: 3 clusters Score -1138460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1138489.500000 Penalty: 4400.962402
	Iteration 73Q: 3 clusters Score -1138490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1138526.625000 Penalty: 4400.962402
	Iteration 74Q: 3 clusters Score -1138527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1138561.000000 Penalty: 4400.962402
	Iteration 75Q: 3 clusters Score -1138561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1138598.250000 Penalty: 4400.962402
	Iteration 76Q: 3 clusters Score -1138598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1138630.875000 Penalty: 4400.962402
	Iteration 77Q: 3 clusters Score -1138631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1138660.125000 Penalty: 4400.962402
	Iteration 78Q: 3 clusters Score -1138660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1138683.500000 Penalty: 4400.962402
	Iteration 79Q: 3 clusters Score -1138684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1138712.250000 Penalty: 4400.962402
	Iteration 80F: 3 clusters Score -1138712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1138744.125000 Penalty: 4400.962402
	Iteration 81Q: 3 clusters Score -1138744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1138798.000000 Penalty: 4400.962402
	Iteration 82Q: 3 clusters Score -1138798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1138843.625000 Penalty: 4400.962402
	Iteration 83Q: 3 clusters Score -1138844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1138895.875000 Penalty: 4400.962402
	Iteration 84Q: 3 clusters Score -1138896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1138947.500000 Penalty: 4400.962402
	Iteration 85Q: 3 clusters Score -1138948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1138990.250000 Penalty: 4400.962402
	Iteration 86Q: 3 clusters Score -1138990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1139029.750000 Penalty: 4400.962402
	Iteration 87Q: 3 clusters Score -1139030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1139088.500000 Penalty: 4400.962402
	Iteration 88Q: 3 clusters Score -1139088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1139164.625000 Penalty: 4400.962402
	Iteration 89Q: 3 clusters Score -1139165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1139243.750000 Penalty: 4400.962402
	Iteration 90Q: 3 clusters Score -1139244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1139302.375000 Penalty: 4400.962402
	Iteration 91Q: 3 clusters Score -1139302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1139350.875000 Penalty: 4400.962402
	Iteration 92Q: 3 clusters Score -1139351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1139404.125000 Penalty: 4400.962402
	Iteration 93Q: 3 clusters Score -1139404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1139493.000000 Penalty: 4400.962402
	Iteration 94Q: 3 clusters Score -1139493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1139647.750000 Penalty: 4400.962402
	Iteration 95Q: 3 clusters Score -1139648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1139712.875000 Penalty: 4400.962402
	Iteration 96Q: 3 clusters Score -1139713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1139727.125000 Penalty: 4400.962402
	Iteration 97Q: 3 clusters Score -1139727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1139730.000000 Penalty: 4400.962402
	Iteration 98Q: 3 clusters Score -1139730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1139731.500000 Penalty: 4400.962402
	Iteration 99Q: 3 clusters Score -1139732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1139728.125000 Penalty: 4400.962402
	Iteration 100F: 3 clusters Score -1139728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235277 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75875 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12681 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94226 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41937 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16280 members 
Mstep: Class 34 contains 15546 members 
Mstep: Class 35 contains 96457 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6768 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12811 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6778 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16042 members 
Mstep: Class 61 contains 28787 members 
Mstep: Class 62 contains 32575 members 
Mstep: Class 63 contains 92124 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Mstep: Class 82 contains 6749 members 
Entering Unmasked Estep 
Score: -154540672.000000 Penalty: 286492.562500
Splitting cluster 2 changes total score from -154540944.000000 to -154540672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (11431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Entering Unmasked Estep 
Score: -1374610.250000 Penalty: 2317.332764
	Iteration 0F: 2 clusters Score -1374610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1366047.250000 Penalty: 4634.665527
	Iteration 0F: 3 clusters Score -1366047 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1368513.750000 Penalty: 4634.665527
	Iteration 1F: 3 clusters Score -1368514 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1368922.750000 Penalty: 4634.665527
	Iteration 2F: 3 clusters Score -1368923 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1369291.125000 Penalty: 4634.665527
	Iteration 3F: 3 clusters Score -1369291 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1369710.375000 Penalty: 4634.665527
	Iteration 4F: 3 clusters Score -1369710 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1370303.750000 Penalty: 4634.665527
	Iteration 5F: 3 clusters Score -1370304 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1371003.375000 Penalty: 4634.665527
	Iteration 6F: 3 clusters Score -1371003 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1371624.125000 Penalty: 4634.665527
	Iteration 7F: 3 clusters Score -1371624 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1372064.750000 Penalty: 4634.665527
	Iteration 8F: 3 clusters Score -1372065 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1372359.375000 Penalty: 4634.665527
	Iteration 9Q: 3 clusters Score -1372359 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1372530.875000 Penalty: 4634.665527
	Iteration 10Q: 3 clusters Score -1372531 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1372633.250000 Penalty: 4634.665527
	Iteration 11Q: 3 clusters Score -1372633 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1372686.750000 Penalty: 4634.665527
	Iteration 12Q: 3 clusters Score -1372687 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1372718.875000 Penalty: 4634.665527
	Iteration 13Q: 3 clusters Score -1372719 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1372746.500000 Penalty: 4634.665527
	Iteration 14Q: 3 clusters Score -1372746 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1372773.375000 Penalty: 4634.665527
	Iteration 15Q: 3 clusters Score -1372773 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1372791.875000 Penalty: 4634.665527
	Iteration 16Q: 3 clusters Score -1372792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1372807.500000 Penalty: 4634.665527
	Iteration 17Q: 3 clusters Score -1372808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1372813.750000 Penalty: 4634.665527
	Iteration 18Q: 3 clusters Score -1372814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1372823.000000 Penalty: 4634.665527
	Iteration 19Q: 3 clusters Score -1372823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1372831.375000 Penalty: 4634.665527
	Iteration 20F: 3 clusters Score -1372831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1372838.250000 Penalty: 4634.665527
	Iteration 21Q: 3 clusters Score -1372838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1372844.625000 Penalty: 4634.665527
	Iteration 22Q: 3 clusters Score -1372845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1372847.250000 Penalty: 4634.665527
	Iteration 23Q: 3 clusters Score -1372847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1372853.000000 Penalty: 4634.665527
	Iteration 24Q: 3 clusters Score -1372853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1372857.250000 Penalty: 4634.665527
	Iteration 25Q: 3 clusters Score -1372857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1372855.875000 Penalty: 4634.665527
	Iteration 26Q: 3 clusters Score -1372856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1372860.875000 Penalty: 4634.665527
	Iteration 27Q: 3 clusters Score -1372861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1372868.500000 Penalty: 4634.665527
	Iteration 28Q: 3 clusters Score -1372868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1372870.750000 Penalty: 4634.665527
	Iteration 29Q: 3 clusters Score -1372871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1372875.750000 Penalty: 4634.665527
	Iteration 30Q: 3 clusters Score -1372876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1372879.875000 Penalty: 4634.665527
	Iteration 31Q: 3 clusters Score -1372880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1372880.875000 Penalty: 4634.665527
	Iteration 32Q: 3 clusters Score -1372881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1372881.125000 Penalty: 4634.665527
	Iteration 33Q: 3 clusters Score -1372881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1372884.000000 Penalty: 4634.665527
	Iteration 34Q: 3 clusters Score -1372884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1372887.250000 Penalty: 4634.665527
	Iteration 35Q: 3 clusters Score -1372887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1372890.000000 Penalty: 4634.665527
	Iteration 36Q: 3 clusters Score -1372890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1372891.250000 Penalty: 4634.665527
	Iteration 37Q: 3 clusters Score -1372891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1372893.875000 Penalty: 4634.665527
	Iteration 38Q: 3 clusters Score -1372894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1372899.500000 Penalty: 4634.665527
	Iteration 39Q: 3 clusters Score -1372900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1372904.750000 Penalty: 4634.665527
	Iteration 40F: 3 clusters Score -1372905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1372907.875000 Penalty: 4634.665527
	Iteration 41Q: 3 clusters Score -1372908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1372910.625000 Penalty: 4634.665527
	Iteration 42Q: 3 clusters Score -1372911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1372914.500000 Penalty: 4634.665527
	Iteration 43Q: 3 clusters Score -1372914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1372919.625000 Penalty: 4634.665527
	Iteration 44Q: 3 clusters Score -1372920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1372923.875000 Penalty: 4634.665527
	Iteration 45Q: 3 clusters Score -1372924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1372927.000000 Penalty: 4634.665527
	Iteration 46Q: 3 clusters Score -1372927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1372936.500000 Penalty: 4634.665527
	Iteration 47Q: 3 clusters Score -1372936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1372938.625000 Penalty: 4634.665527
	Iteration 48Q: 3 clusters Score -1372939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1372943.750000 Penalty: 4634.665527
	Iteration 49Q: 3 clusters Score -1372944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1372947.125000 Penalty: 4634.665527
	Iteration 50Q: 3 clusters Score -1372947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1372948.375000 Penalty: 4634.665527
	Iteration 51Q: 3 clusters Score -1372948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1372950.125000 Penalty: 4634.665527
	Iteration 52Q: 3 clusters Score -1372950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1372953.375000 Penalty: 4634.665527
	Iteration 53Q: 3 clusters Score -1372953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1372954.250000 Penalty: 4634.665527
	Iteration 54Q: 3 clusters Score -1372954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1372955.375000 Penalty: 4634.665527
	Iteration 55Q: 3 clusters Score -1372955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1372954.500000 Penalty: 4634.665527
	Iteration 56Q: 3 clusters Score -1372954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1372954.125000 Penalty: 4634.665527
	Iteration 57Q: 3 clusters Score -1372954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1372955.000000 Penalty: 4634.665527
	Iteration 58Q: 3 clusters Score -1372955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1372956.125000 Penalty: 4634.665527
	Iteration 59Q: 3 clusters Score -1372956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1372959.125000 Penalty: 4634.665527
	Iteration 60F: 3 clusters Score -1372959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1372958.125000 Penalty: 4634.665527
	Iteration 61Q: 3 clusters Score -1372958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1372960.500000 Penalty: 4634.665527
	Iteration 62Q: 3 clusters Score -1372960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1372958.625000 Penalty: 4634.665527
	Iteration 63Q: 3 clusters Score -1372959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1372960.750000 Penalty: 4634.665527
	Iteration 64Q: 3 clusters Score -1372961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1372961.625000 Penalty: 4634.665527
	Iteration 65Q: 3 clusters Score -1372962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1372965.000000 Penalty: 4634.665527
	Iteration 66Q: 3 clusters Score -1372965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1372969.625000 Penalty: 4634.665527
	Iteration 67Q: 3 clusters Score -1372970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1372972.125000 Penalty: 4634.665527
	Iteration 68Q: 3 clusters Score -1372972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1372970.750000 Penalty: 4634.665527
	Iteration 69Q: 3 clusters Score -1372971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1372971.750000 Penalty: 4634.665527
	Iteration 70Q: 3 clusters Score -1372972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1372972.000000 Penalty: 4634.665527
	Iteration 71Q: 3 clusters Score -1372972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1372971.125000 Penalty: 4634.665527
	Iteration 72Q: 3 clusters Score -1372971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1372972.125000 Penalty: 4634.665527
	Iteration 73Q: 3 clusters Score -1372972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1372972.125000 Penalty: 4634.665527
	Iteration 74F: 3 clusters Score -1372972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -47132.109375 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -47132.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46122.882812 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -46122.88 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46518.937500 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -46518.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -46702.996094 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -46703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -46757.027344 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -46757.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -46789.781250 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -46789.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -46790.945312 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -46790.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -46790.945312 Penalty: 2992.410889
	Iteration 6F: 3 clusters Score -46790.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -245889.640625 Penalty: 1900.641602
	Iteration 0F: 2 clusters Score -245889.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -243189.906250 Penalty: 3801.283203
	Iteration 0F: 3 clusters Score -243189.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -243777.250000 Penalty: 3801.283203
	Iteration 1F: 3 clusters Score -243777.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -243996.218750 Penalty: 3801.283203
	Iteration 2F: 3 clusters Score -243996.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -244186.187500 Penalty: 3801.283203
	Iteration 3F: 3 clusters Score -244186.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -244382.265625 Penalty: 3801.283203
	Iteration 4F: 3 clusters Score -244382.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -244553.796875 Penalty: 3801.283203
	Iteration 5F: 3 clusters Score -244553.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -244689.609375 Penalty: 3801.283203
	Iteration 6Q: 3 clusters Score -244689.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -244777.468750 Penalty: 3801.283203
	Iteration 7Q: 3 clusters Score -244777.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -244822.703125 Penalty: 3801.283203
	Iteration 8Q: 3 clusters Score -244822.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -244852.578125 Penalty: 3801.283203
	Iteration 9Q: 3 clusters Score -244852.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -244880.265625 Penalty: 3801.283203
	Iteration 10Q: 3 clusters Score -244880.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -244906.281250 Penalty: 3801.283203
	Iteration 11Q: 3 clusters Score -244906.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -244926.640625 Penalty: 3801.283203
	Iteration 12Q: 3 clusters Score -244926.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -244942.250000 Penalty: 3801.283203
	Iteration 13Q: 3 clusters Score -244942.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -244958.031250 Penalty: 3801.283203
	Iteration 14Q: 3 clusters Score -244958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -244970.406250 Penalty: 3801.283203
	Iteration 15Q: 3 clusters Score -244970.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -244986.390625 Penalty: 3801.283203
	Iteration 16Q: 3 clusters Score -244986.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -244999.046875 Penalty: 3801.283203
	Iteration 17Q: 3 clusters Score -244999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -245012.078125 Penalty: 3801.283203
	Iteration 18Q: 3 clusters Score -245012.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -245023.687500 Penalty: 3801.283203
	Iteration 19Q: 3 clusters Score -245023.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -245030.625000 Penalty: 3801.283203
	Iteration 20F: 3 clusters Score -245030.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -245035.031250 Penalty: 3801.283203
	Iteration 21Q: 3 clusters Score -245035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -245039.281250 Penalty: 3801.283203
	Iteration 22Q: 3 clusters Score -245039.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -245045.500000 Penalty: 3801.283203
	Iteration 23Q: 3 clusters Score -245045.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -245048.765625 Penalty: 3801.283203
	Iteration 24Q: 3 clusters Score -245048.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -245055.000000 Penalty: 3801.283203
	Iteration 25Q: 3 clusters Score -245055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -245057.921875 Penalty: 3801.283203
	Iteration 26Q: 3 clusters Score -245057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -245059.109375 Penalty: 3801.283203
	Iteration 27Q: 3 clusters Score -245059.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -245060.421875 Penalty: 3801.283203
	Iteration 28Q: 3 clusters Score -245060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -245063.578125 Penalty: 3801.283203
	Iteration 29Q: 3 clusters Score -245063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -245063.578125 Penalty: 3801.283203
	Iteration 30F: 3 clusters Score -245063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Entering Unmasked Estep 
Score: -1301964.375000 Penalty: 2301.268066
	Iteration 0F: 2 clusters Score -1301964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1293845.000000 Penalty: 4602.536133
	Iteration 0F: 3 clusters Score -1293845 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1296211.875000 Penalty: 4602.536133
	Iteration 1F: 3 clusters Score -1296212 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1296502.125000 Penalty: 4602.536133
	Iteration 2F: 3 clusters Score -1296502 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1296745.500000 Penalty: 4602.536133
	Iteration 3F: 3 clusters Score -1296746 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1296921.375000 Penalty: 4602.536133
	Iteration 4Q: 3 clusters Score -1296921 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1297055.125000 Penalty: 4602.536133
	Iteration 5Q: 3 clusters Score -1297055 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1297179.125000 Penalty: 4602.536133
	Iteration 6Q: 3 clusters Score -1297179 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1297289.500000 Penalty: 4602.536133
	Iteration 7Q: 3 clusters Score -1297290 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1297407.750000 Penalty: 4602.536133
	Iteration 8Q: 3 clusters Score -1297408 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1297517.875000 Penalty: 4602.536133
	Iteration 9Q: 3 clusters Score -1297518 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1297647.625000 Penalty: 4602.536133
	Iteration 10Q: 3 clusters Score -1297648 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1297796.125000 Penalty: 4602.536133
	Iteration 11Q: 3 clusters Score -1297796 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1297978.000000 Penalty: 4602.536133
	Iteration 12Q: 3 clusters Score -1297978 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1298202.250000 Penalty: 4602.536133
	Iteration 13Q: 3 clusters Score -1298202 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1298448.875000 Penalty: 4602.536133
	Iteration 14Q: 3 clusters Score -1298449 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1298739.875000 Penalty: 4602.536133
	Iteration 15Q: 3 clusters Score -1298740 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1299019.875000 Penalty: 4602.536133
	Iteration 16Q: 3 clusters Score -1299020 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1299244.750000 Penalty: 4602.536133
	Iteration 17Q: 3 clusters Score -1299245 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1299399.750000 Penalty: 4602.536133
	Iteration 18Q: 3 clusters Score -1299400 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1299534.500000 Penalty: 4602.536133
	Iteration 19Q: 3 clusters Score -1299534 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1299636.125000 Penalty: 4602.536133
	Iteration 20F: 3 clusters Score -1299636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1299700.000000 Penalty: 4602.536133
	Iteration 21Q: 3 clusters Score -1299700 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1299758.750000 Penalty: 4602.536133
	Iteration 22Q: 3 clusters Score -1299759 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1299802.875000 Penalty: 4602.536133
	Iteration 23Q: 3 clusters Score -1299803 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1299844.125000 Penalty: 4602.536133
	Iteration 24Q: 3 clusters Score -1299844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1299875.625000 Penalty: 4602.536133
	Iteration 25Q: 3 clusters Score -1299876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1299906.875000 Penalty: 4602.536133
	Iteration 26Q: 3 clusters Score -1299907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1299923.375000 Penalty: 4602.536133
	Iteration 27Q: 3 clusters Score -1299923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1299940.250000 Penalty: 4602.536133
	Iteration 28Q: 3 clusters Score -1299940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1299948.125000 Penalty: 4602.536133
	Iteration 29Q: 3 clusters Score -1299948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1299963.375000 Penalty: 4602.536133
	Iteration 30Q: 3 clusters Score -1299963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1299969.250000 Penalty: 4602.536133
	Iteration 31Q: 3 clusters Score -1299969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1299990.625000 Penalty: 4602.536133
	Iteration 32Q: 3 clusters Score -1299991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1300006.000000 Penalty: 4602.536133
	Iteration 33Q: 3 clusters Score -1300006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1300017.125000 Penalty: 4602.536133
	Iteration 34Q: 3 clusters Score -1300017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1300030.000000 Penalty: 4602.536133
	Iteration 35Q: 3 clusters Score -1300030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1300042.125000 Penalty: 4602.536133
	Iteration 36Q: 3 clusters Score -1300042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1300046.375000 Penalty: 4602.536133
	Iteration 37Q: 3 clusters Score -1300046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1300048.250000 Penalty: 4602.536133
	Iteration 38Q: 3 clusters Score -1300048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1300051.125000 Penalty: 4602.536133
	Iteration 39Q: 3 clusters Score -1300051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1300058.750000 Penalty: 4602.536133
	Iteration 40F: 3 clusters Score -1300059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1300058.375000 Penalty: 4602.536133
	Iteration 41Q: 3 clusters Score -1300058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1300058.000000 Penalty: 4602.536133
	Iteration 42Q: 3 clusters Score -1300058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1300058.500000 Penalty: 4602.536133
	Iteration 43Q: 3 clusters Score -1300058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1300058.500000 Penalty: 4602.536133
	Iteration 44F: 3 clusters Score -1300058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -53783.214844 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -53783.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52419.500000 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -52419.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52564.250000 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -52564.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52616.878906 Penalty: 2913.965820
	Iteration 2F: 3 clusters Score -52616.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52632.187500 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -52632.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -52636.734375 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -52636.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -52643.550781 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -52643.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52649.269531 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -52649.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52649.269531 Penalty: 2913.965820
	Iteration 7F: 3 clusters Score -52649.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -263448.031250 Penalty: 1913.682251
	Iteration 0F: 2 clusters Score -263448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -260679.953125 Penalty: 3827.364502
	Iteration 0F: 3 clusters Score -260680 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -261245.968750 Penalty: 3827.364502
	Iteration 1F: 3 clusters Score -261246 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -261438.187500 Penalty: 3827.364502
	Iteration 2F: 3 clusters Score -261438.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -261577.968750 Penalty: 3827.364502
	Iteration 3F: 3 clusters Score -261578 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -261697.812500 Penalty: 3827.364502
	Iteration 4Q: 3 clusters Score -261697.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -261778.109375 Penalty: 3827.364502
	Iteration 5Q: 3 clusters Score -261778.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -261869.984375 Penalty: 3827.364502
	Iteration 6Q: 3 clusters Score -261870 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -261962.109375 Penalty: 3827.364502
	Iteration 7Q: 3 clusters Score -261962.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -262056.296875 Penalty: 3827.364502
	Iteration 8Q: 3 clusters Score -262056.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -262140.125000 Penalty: 3827.364502
	Iteration 9Q: 3 clusters Score -262140.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -262196.500000 Penalty: 3827.364502
	Iteration 10Q: 3 clusters Score -262196.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -262232.812500 Penalty: 3827.364502
	Iteration 11Q: 3 clusters Score -262232.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -262262.062500 Penalty: 3827.364502
	Iteration 12Q: 3 clusters Score -262262.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -262279.437500 Penalty: 3827.364502
	Iteration 13Q: 3 clusters Score -262279.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -262287.406250 Penalty: 3827.364502
	Iteration 14Q: 3 clusters Score -262287.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -262295.406250 Penalty: 3827.364502
	Iteration 15Q: 3 clusters Score -262295.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -262301.906250 Penalty: 3827.364502
	Iteration 16Q: 3 clusters Score -262301.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -262307.062500 Penalty: 3827.364502
	Iteration 17Q: 3 clusters Score -262307.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -262310.812500 Penalty: 3827.364502
	Iteration 18Q: 3 clusters Score -262310.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -262314.062500 Penalty: 3827.364502
	Iteration 19Q: 3 clusters Score -262314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -262315.156250 Penalty: 3827.364502
	Iteration 20F: 3 clusters Score -262315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -262315.937500 Penalty: 3827.364502
	Iteration 21Q: 3 clusters Score -262315.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -262315.937500 Penalty: 3827.364502
	Iteration 22F: 3 clusters Score -262315.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Entering Unmasked Estep 
Score: -625617.875000 Penalty: 2127.788330
	Iteration 0F: 2 clusters Score -625617.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -620940.875000 Penalty: 4255.576660
	Iteration 0F: 3 clusters Score -620940.9 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -622190.812500 Penalty: 4255.576660
	Iteration 1F: 3 clusters Score -622190.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -622506.062500 Penalty: 4255.576660
	Iteration 2F: 3 clusters Score -622506.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -622773.625000 Penalty: 4255.576660
	Iteration 3F: 3 clusters Score -622773.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -623013.437500 Penalty: 4255.576660
	Iteration 4F: 3 clusters Score -623013.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -623269.812500 Penalty: 4255.576660
	Iteration 5F: 3 clusters Score -623269.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -623517.875000 Penalty: 4255.576660
	Iteration 6F: 3 clusters Score -623517.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -623766.750000 Penalty: 4255.576660
	Iteration 7Q: 3 clusters Score -623766.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -623934.562500 Penalty: 4255.576660
	Iteration 8Q: 3 clusters Score -623934.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -624030.875000 Penalty: 4255.576660
	Iteration 9Q: 3 clusters Score -624030.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -624103.062500 Penalty: 4255.576660
	Iteration 10Q: 3 clusters Score -624103.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -624151.562500 Penalty: 4255.576660
	Iteration 11Q: 3 clusters Score -624151.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -624176.250000 Penalty: 4255.576660
	Iteration 12Q: 3 clusters Score -624176.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -624193.250000 Penalty: 4255.576660
	Iteration 13Q: 3 clusters Score -624193.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -624211.562500 Penalty: 4255.576660
	Iteration 14Q: 3 clusters Score -624211.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -624220.375000 Penalty: 4255.576660
	Iteration 15Q: 3 clusters Score -624220.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -624226.812500 Penalty: 4255.576660
	Iteration 16Q: 3 clusters Score -624226.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -624235.000000 Penalty: 4255.576660
	Iteration 17Q: 3 clusters Score -624235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -624242.937500 Penalty: 4255.576660
	Iteration 18Q: 3 clusters Score -624242.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -624248.062500 Penalty: 4255.576660
	Iteration 19Q: 3 clusters Score -624248.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -624250.375000 Penalty: 4255.576660
	Iteration 20F: 3 clusters Score -624250.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -624252.125000 Penalty: 4255.576660
	Iteration 21Q: 3 clusters Score -624252.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -624252.937500 Penalty: 4255.576660
	Iteration 22Q: 3 clusters Score -624252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -624253.500000 Penalty: 4255.576660
	Iteration 23Q: 3 clusters Score -624253.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -624253.500000 Penalty: 4255.576660
	Iteration 24Q: 3 clusters Score -624253.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -624253.500000 Penalty: 4255.576660
	Iteration 25F: 3 clusters Score -624253.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -384807.093750 Penalty: 2008.915283
	Iteration 0F: 2 clusters Score -384807.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -381350.125000 Penalty: 4017.830566
	Iteration 0F: 3 clusters Score -381350.1 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -382088.937500 Penalty: 4017.830566
	Iteration 1F: 3 clusters Score -382088.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -382306.468750 Penalty: 4017.830566
	Iteration 2F: 3 clusters Score -382306.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -382473.468750 Penalty: 4017.830566
	Iteration 3F: 3 clusters Score -382473.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -382644.812500 Penalty: 4017.830566
	Iteration 4F: 3 clusters Score -382644.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -382830.937500 Penalty: 4017.830566
	Iteration 5F: 3 clusters Score -382830.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -383004.937500 Penalty: 4017.830566
	Iteration 6F: 3 clusters Score -383004.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -383148.312500 Penalty: 4017.830566
	Iteration 7Q: 3 clusters Score -383148.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -383254.593750 Penalty: 4017.830566
	Iteration 8Q: 3 clusters Score -383254.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -383340.562500 Penalty: 4017.830566
	Iteration 9Q: 3 clusters Score -383340.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -383386.687500 Penalty: 4017.830566
	Iteration 10Q: 3 clusters Score -383386.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -383411.312500 Penalty: 4017.830566
	Iteration 11Q: 3 clusters Score -383411.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -383429.375000 Penalty: 4017.830566
	Iteration 12Q: 3 clusters Score -383429.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -383449.750000 Penalty: 4017.830566
	Iteration 13Q: 3 clusters Score -383449.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -383462.468750 Penalty: 4017.830566
	Iteration 14Q: 3 clusters Score -383462.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -383469.250000 Penalty: 4017.830566
	Iteration 15Q: 3 clusters Score -383469.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -383474.843750 Penalty: 4017.830566
	Iteration 16Q: 3 clusters Score -383474.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -383483.437500 Penalty: 4017.830566
	Iteration 17Q: 3 clusters Score -383483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -383488.031250 Penalty: 4017.830566
	Iteration 18Q: 3 clusters Score -383488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -383494.062500 Penalty: 4017.830566
	Iteration 19Q: 3 clusters Score -383494.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -383501.218750 Penalty: 4017.830566
	Iteration 20F: 3 clusters Score -383501.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -383511.156250 Penalty: 4017.830566
	Iteration 21Q: 3 clusters Score -383511.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -383521.468750 Penalty: 4017.830566
	Iteration 22Q: 3 clusters Score -383521.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -383530.218750 Penalty: 4017.830566
	Iteration 23Q: 3 clusters Score -383530.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -383539.593750 Penalty: 4017.830566
	Iteration 24Q: 3 clusters Score -383539.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -383544.062500 Penalty: 4017.830566
	Iteration 25Q: 3 clusters Score -383544.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -383545.562500 Penalty: 4017.830566
	Iteration 26Q: 3 clusters Score -383545.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -383547.406250 Penalty: 4017.830566
	Iteration 27Q: 3 clusters Score -383547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -383547.125000 Penalty: 4017.830566
	Iteration 28Q: 3 clusters Score -383547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -383547.968750 Penalty: 4017.830566
	Iteration 29Q: 3 clusters Score -383548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -383548.250000 Penalty: 4017.830566
	Iteration 30Q: 3 clusters Score -383548.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -383548.250000 Penalty: 4017.830566
	Iteration 31F: 3 clusters Score -383548.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (235277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235277 members 
Entering Unmasked Estep 
Score: -28785258.000000 Penalty: 3067.392578
	Iteration 0F: 2 clusters Score -2.878526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117416 members 
Mstep: Class 2 contains 117861 members 
Entering Unmasked Estep 
Score: -28639412.000000 Penalty: 6134.785156
	Iteration 0F: 3 clusters Score -2.863941e+07 nChanged 113530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113176 members 
Mstep: Class 2 contains 122101 members 
Entering Unmasked Estep 
Score: -28705844.000000 Penalty: 6134.785156
	Iteration 1F: 3 clusters Score -2.870584e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110822 members 
Mstep: Class 2 contains 124455 members 
Entering Unmasked Estep 
Score: -28707512.000000 Penalty: 6134.785156
	Iteration 2Q: 3 clusters Score -2.870751e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107215 members 
Mstep: Class 2 contains 128062 members 
Entering Unmasked Estep 
Score: -28709582.000000 Penalty: 6134.785156
	Iteration 3Q: 3 clusters Score -2.870958e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101800 members 
Mstep: Class 2 contains 133477 members 
Entering Unmasked Estep 
Score: -28712766.000000 Penalty: 6134.785156
	Iteration 4Q: 3 clusters Score -2.871277e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94085 members 
Mstep: Class 2 contains 141192 members 
Entering Unmasked Estep 
Score: -28717512.000000 Penalty: 6134.785156
	Iteration 5Q: 3 clusters Score -2.871751e+07 nChanged 12666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83395 members 
Mstep: Class 2 contains 151882 members 
Entering Unmasked Estep 
Score: -28724542.000000 Penalty: 6134.785156
	Iteration 6F: 3 clusters Score -2.872454e+07 nChanged 14994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 165518 members 
Entering Unmasked Estep 
Score: -28734152.000000 Penalty: 6134.785156
	Iteration 7F: 3 clusters Score -2.873415e+07 nChanged 16548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 181046 members 
Entering Unmasked Estep 
Score: -28747356.000000 Penalty: 6134.785156
	Iteration 8F: 3 clusters Score -2.874736e+07 nChanged 15734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 196012 members 
Entering Unmasked Estep 
Score: -28760174.000000 Penalty: 6134.785156
	Iteration 9F: 3 clusters Score -2.876017e+07 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 208163 members 
Entering Unmasked Estep 
Score: -28769066.000000 Penalty: 6134.785156
	Iteration 10F: 3 clusters Score -2.876907e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 216555 members 
Entering Unmasked Estep 
Score: -28774078.000000 Penalty: 6134.785156
	Iteration 11Q: 3 clusters Score -2.877408e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 221901 members 
Entering Unmasked Estep 
Score: -28777162.000000 Penalty: 6134.785156
	Iteration 12Q: 3 clusters Score -2.877716e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 225200 members 
Entering Unmasked Estep 
Score: -28779076.000000 Penalty: 6134.785156
	Iteration 13Q: 3 clusters Score -2.877908e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 227319 members 
Entering Unmasked Estep 
Score: -28780222.000000 Penalty: 6134.785156
	Iteration 14Q: 3 clusters Score -2.878022e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 228709 members 
Entering Unmasked Estep 
Score: -28780980.000000 Penalty: 6134.785156
	Iteration 15Q: 3 clusters Score -2.878098e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 229625 members 
Entering Unmasked Estep 
Score: -28781510.000000 Penalty: 6134.785156
	Iteration 16Q: 3 clusters Score -2.878151e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 230205 members 
Entering Unmasked Estep 
Score: -28781856.000000 Penalty: 6134.785156
	Iteration 17Q: 3 clusters Score -2.878186e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 230622 members 
Entering Unmasked Estep 
Score: -28782094.000000 Penalty: 6134.785156
	Iteration 18Q: 3 clusters Score -2.878209e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 230884 members 
Entering Unmasked Estep 
Score: -28782182.000000 Penalty: 6134.785156
	Iteration 19Q: 3 clusters Score -2.878218e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 231064 members 
Entering Unmasked Estep 
Score: -28782296.000000 Penalty: 6134.785156
	Iteration 20F: 3 clusters Score -2.87823e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 231158 members 
Entering Unmasked Estep 
Score: -28782432.000000 Penalty: 6134.785156
	Iteration 21Q: 3 clusters Score -2.878243e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 231203 members 
Entering Unmasked Estep 
Score: -28782532.000000 Penalty: 6134.785156
	Iteration 22Q: 3 clusters Score -2.878253e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 231262 members 
Entering Unmasked Estep 
Score: -28782646.000000 Penalty: 6134.785156
	Iteration 23Q: 3 clusters Score -2.878265e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 231266 members 
Entering Unmasked Estep 
Score: -28782752.000000 Penalty: 6134.785156
	Iteration 24Q: 3 clusters Score -2.878275e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 231257 members 
Entering Unmasked Estep 
Score: -28782780.000000 Penalty: 6134.785156
	Iteration 25Q: 3 clusters Score -2.878278e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 231211 members 
Entering Unmasked Estep 
Score: -28782796.000000 Penalty: 6134.785156
	Iteration 26Q: 3 clusters Score -2.87828e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 231147 members 
Entering Unmasked Estep 
Score: -28782890.000000 Penalty: 6134.785156
	Iteration 27Q: 3 clusters Score -2.878289e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 231075 members 
Entering Unmasked Estep 
Score: -28782992.000000 Penalty: 6134.785156
	Iteration 28Q: 3 clusters Score -2.878299e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 230991 members 
Entering Unmasked Estep 
Score: -28783026.000000 Penalty: 6134.785156
	Iteration 29Q: 3 clusters Score -2.878303e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 230901 members 
Entering Unmasked Estep 
Score: -28783044.000000 Penalty: 6134.785156
	Iteration 30Q: 3 clusters Score -2.878304e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 230809 members 
Entering Unmasked Estep 
Score: -28783032.000000 Penalty: 6134.785156
	Iteration 31Q: 3 clusters Score -2.878303e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 230712 members 
Entering Unmasked Estep 
Score: -28783088.000000 Penalty: 6134.785156
	Iteration 32Q: 3 clusters Score -2.878309e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 230596 members 
Entering Unmasked Estep 
Score: -28783064.000000 Penalty: 6134.785156
	Iteration 33Q: 3 clusters Score -2.878306e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 230487 members 
Entering Unmasked Estep 
Score: -28783104.000000 Penalty: 6134.785156
	Iteration 34Q: 3 clusters Score -2.87831e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 230386 members 
Entering Unmasked Estep 
Score: -28783152.000000 Penalty: 6134.785156
	Iteration 35Q: 3 clusters Score -2.878315e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 230288 members 
Entering Unmasked Estep 
Score: -28783186.000000 Penalty: 6134.785156
	Iteration 36Q: 3 clusters Score -2.878319e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 230195 members 
Entering Unmasked Estep 
Score: -28783238.000000 Penalty: 6134.785156
	Iteration 37Q: 3 clusters Score -2.878324e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 230099 members 
Entering Unmasked Estep 
Score: -28783272.000000 Penalty: 6134.785156
	Iteration 38Q: 3 clusters Score -2.878327e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 230026 members 
Entering Unmasked Estep 
Score: -28783262.000000 Penalty: 6134.785156
	Iteration 39Q: 3 clusters Score -2.878326e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 229949 members 
Entering Unmasked Estep 
Score: -28783348.000000 Penalty: 6134.785156
	Iteration 40F: 3 clusters Score -2.878335e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 229813 members 
Entering Unmasked Estep 
Score: -28783412.000000 Penalty: 6134.785156
	Iteration 41Q: 3 clusters Score -2.878341e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 229709 members 
Entering Unmasked Estep 
Score: -28783460.000000 Penalty: 6134.785156
	Iteration 42Q: 3 clusters Score -2.878346e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 229587 members 
Entering Unmasked Estep 
Score: -28783512.000000 Penalty: 6134.785156
	Iteration 43Q: 3 clusters Score -2.878351e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 229464 members 
Entering Unmasked Estep 
Score: -28783656.000000 Penalty: 6134.785156
	Iteration 44Q: 3 clusters Score -2.878366e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 229342 members 
Entering Unmasked Estep 
Score: -28783752.000000 Penalty: 6134.785156
	Iteration 45Q: 3 clusters Score -2.878375e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 229216 members 
Entering Unmasked Estep 
Score: -28783808.000000 Penalty: 6134.785156
	Iteration 46Q: 3 clusters Score -2.878381e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 229081 members 
Entering Unmasked Estep 
Score: -28783822.000000 Penalty: 6134.785156
	Iteration 47Q: 3 clusters Score -2.878382e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 228968 members 
Entering Unmasked Estep 
Score: -28783930.000000 Penalty: 6134.785156
	Iteration 48Q: 3 clusters Score -2.878393e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 228885 members 
Entering Unmasked Estep 
Score: -28783998.000000 Penalty: 6134.785156
	Iteration 49Q: 3 clusters Score -2.8784e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 228793 members 
Entering Unmasked Estep 
Score: -28784090.000000 Penalty: 6134.785156
	Iteration 50Q: 3 clusters Score -2.878409e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 228704 members 
Entering Unmasked Estep 
Score: -28784106.000000 Penalty: 6134.785156
	Iteration 51Q: 3 clusters Score -2.878411e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 228608 members 
Entering Unmasked Estep 
Score: -28784180.000000 Penalty: 6134.785156
	Iteration 52Q: 3 clusters Score -2.878418e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 228518 members 
Entering Unmasked Estep 
Score: -28784292.000000 Penalty: 6134.785156
	Iteration 53Q: 3 clusters Score -2.878429e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 228440 members 
Entering Unmasked Estep 
Score: -28784300.000000 Penalty: 6134.785156
	Iteration 54Q: 3 clusters Score -2.87843e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 228339 members 
Entering Unmasked Estep 
Score: -28784414.000000 Penalty: 6134.785156
	Iteration 55Q: 3 clusters Score -2.878441e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 228220 members 
Entering Unmasked Estep 
Score: -28784476.000000 Penalty: 6134.785156
	Iteration 56Q: 3 clusters Score -2.878448e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 228098 members 
Entering Unmasked Estep 
Score: -28784530.000000 Penalty: 6134.785156
	Iteration 57Q: 3 clusters Score -2.878453e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 227997 members 
Entering Unmasked Estep 
Score: -28784602.000000 Penalty: 6134.785156
	Iteration 58Q: 3 clusters Score -2.87846e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 227913 members 
Entering Unmasked Estep 
Score: -28784634.000000 Penalty: 6134.785156
	Iteration 59Q: 3 clusters Score -2.878463e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 227828 members 
Entering Unmasked Estep 
Score: -28784696.000000 Penalty: 6134.785156
	Iteration 60F: 3 clusters Score -2.87847e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 227750 members 
Entering Unmasked Estep 
Score: -28784730.000000 Penalty: 6134.785156
	Iteration 61Q: 3 clusters Score -2.878473e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 227682 members 
Entering Unmasked Estep 
Score: -28784760.000000 Penalty: 6134.785156
	Iteration 62Q: 3 clusters Score -2.878476e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 227632 members 
Entering Unmasked Estep 
Score: -28784790.000000 Penalty: 6134.785156
	Iteration 63Q: 3 clusters Score -2.878479e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 227575 members 
Entering Unmasked Estep 
Score: -28784816.000000 Penalty: 6134.785156
	Iteration 64Q: 3 clusters Score -2.878482e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 227513 members 
Entering Unmasked Estep 
Score: -28784832.000000 Penalty: 6134.785156
	Iteration 65Q: 3 clusters Score -2.878483e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 227473 members 
Entering Unmasked Estep 
Score: -28784890.000000 Penalty: 6134.785156
	Iteration 66Q: 3 clusters Score -2.878489e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 227431 members 
Entering Unmasked Estep 
Score: -28784882.000000 Penalty: 6134.785156
	Iteration 67Q: 3 clusters Score -2.878488e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 227395 members 
Entering Unmasked Estep 
Score: -28784898.000000 Penalty: 6134.785156
	Iteration 68Q: 3 clusters Score -2.87849e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 227352 members 
Entering Unmasked Estep 
Score: -28784874.000000 Penalty: 6134.785156
	Iteration 69Q: 3 clusters Score -2.878487e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 227304 members 
Entering Unmasked Estep 
Score: -28784902.000000 Penalty: 6134.785156
	Iteration 70Q: 3 clusters Score -2.87849e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 227257 members 
Entering Unmasked Estep 
Score: -28784906.000000 Penalty: 6134.785156
	Iteration 71Q: 3 clusters Score -2.878491e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 227211 members 
Entering Unmasked Estep 
Score: -28784882.000000 Penalty: 6134.785156
	Iteration 72Q: 3 clusters Score -2.878488e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 227189 members 
Entering Unmasked Estep 
Score: -28784878.000000 Penalty: 6134.785156
	Iteration 73Q: 3 clusters Score -2.878488e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 227161 members 
Entering Unmasked Estep 
Score: -28784922.000000 Penalty: 6134.785156
	Iteration 74Q: 3 clusters Score -2.878492e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 227138 members 
Entering Unmasked Estep 
Score: -28784890.000000 Penalty: 6134.785156
	Iteration 75Q: 3 clusters Score -2.878489e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 227120 members 
Entering Unmasked Estep 
Score: -28784904.000000 Penalty: 6134.785156
	Iteration 76Q: 3 clusters Score -2.87849e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 227099 members 
Entering Unmasked Estep 
Score: -28784914.000000 Penalty: 6134.785156
	Iteration 77Q: 3 clusters Score -2.878491e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 227079 members 
Entering Unmasked Estep 
Score: -28784910.000000 Penalty: 6134.785156
	Iteration 78Q: 3 clusters Score -2.878491e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 227058 members 
Entering Unmasked Estep 
Score: -28784920.000000 Penalty: 6134.785156
	Iteration 79Q: 3 clusters Score -2.878492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 227048 members 
Entering Unmasked Estep 
Score: -28784942.000000 Penalty: 6134.785156
	Iteration 80F: 3 clusters Score -2.878494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 227041 members 
Entering Unmasked Estep 
Score: -28784946.000000 Penalty: 6134.785156
	Iteration 81Q: 3 clusters Score -2.878495e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 227029 members 
Entering Unmasked Estep 
Score: -28785006.000000 Penalty: 6134.785156
	Iteration 82Q: 3 clusters Score -2.878501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 227029 members 
Entering Unmasked Estep 
Score: -28785000.000000 Penalty: 6134.785156
	Iteration 83Q: 3 clusters Score -2.8785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 227021 members 
Entering Unmasked Estep 
Score: -28785010.000000 Penalty: 6134.785156
	Iteration 84Q: 3 clusters Score -2.878501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 227015 members 
Entering Unmasked Estep 
Score: -28784992.000000 Penalty: 6134.785156
	Iteration 85Q: 3 clusters Score -2.878499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 227009 members 
Entering Unmasked Estep 
Score: -28784994.000000 Penalty: 6134.785156
	Iteration 86Q: 3 clusters Score -2.878499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 227004 members 
Entering Unmasked Estep 
Score: -28784996.000000 Penalty: 6134.785156
	Iteration 87Q: 3 clusters Score -2.8785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 226999 members 
Entering Unmasked Estep 
Score: -28784996.000000 Penalty: 6134.785156
	Iteration 88Q: 3 clusters Score -2.8785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 226992 members 
Entering Unmasked Estep 
Score: -28785022.000000 Penalty: 6134.785156
	Iteration 89Q: 3 clusters Score -2.878502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 226989 members 
Entering Unmasked Estep 
Score: -28785008.000000 Penalty: 6134.785156
	Iteration 90Q: 3 clusters Score -2.878501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 226989 members 
Entering Unmasked Estep 
Score: -28785020.000000 Penalty: 6134.785156
	Iteration 91Q: 3 clusters Score -2.878502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 226988 members 
Entering Unmasked Estep 
Score: -28785006.000000 Penalty: 6134.785156
	Iteration 92Q: 3 clusters Score -2.878501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 226987 members 
Entering Unmasked Estep 
Score: -28785016.000000 Penalty: 6134.785156
	Iteration 93Q: 3 clusters Score -2.878502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 226985 members 
Entering Unmasked Estep 
Score: -28785020.000000 Penalty: 6134.785156
	Iteration 94Q: 3 clusters Score -2.878502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 226985 members 
Entering Unmasked Estep 
Score: -28785006.000000 Penalty: 6134.785156
	Iteration 95Q: 3 clusters Score -2.878501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 226981 members 
Entering Unmasked Estep 
Score: -28785026.000000 Penalty: 6134.785156
	Iteration 96Q: 3 clusters Score -2.878503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 226977 members 
Entering Unmasked Estep 
Score: -28785028.000000 Penalty: 6134.785156
	Iteration 97Q: 3 clusters Score -2.878503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 226970 members 
Entering Unmasked Estep 
Score: -28785010.000000 Penalty: 6134.785156
	Iteration 98Q: 3 clusters Score -2.878501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 226960 members 
Entering Unmasked Estep 
Score: -28785012.000000 Penalty: 6134.785156
	Iteration 99Q: 3 clusters Score -2.878501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 226948 members 
Entering Unmasked Estep 
Score: -28785028.000000 Penalty: 6134.785156
	Iteration 100F: 3 clusters Score -2.878503e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 226941 members 
Entering Unmasked Estep 
Score: -28785028.000000 Penalty: 6134.785156
	Iteration 101Q: 3 clusters Score -2.878503e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 226933 members 
Entering Unmasked Estep 
Score: -28785058.000000 Penalty: 6134.785156
	Iteration 102Q: 3 clusters Score -2.878506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 226927 members 
Entering Unmasked Estep 
Score: -28785068.000000 Penalty: 6134.785156
	Iteration 103Q: 3 clusters Score -2.878507e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 226913 members 
Entering Unmasked Estep 
Score: -28785076.000000 Penalty: 6134.785156
	Iteration 104Q: 3 clusters Score -2.878508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 226908 members 
Entering Unmasked Estep 
Score: -28785100.000000 Penalty: 6134.785156
	Iteration 105Q: 3 clusters Score -2.87851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 226900 members 
Entering Unmasked Estep 
Score: -28785086.000000 Penalty: 6134.785156
	Iteration 106Q: 3 clusters Score -2.878509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 226893 members 
Entering Unmasked Estep 
Score: -28785090.000000 Penalty: 6134.785156
	Iteration 107Q: 3 clusters Score -2.878509e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 226880 members 
Entering Unmasked Estep 
Score: -28785090.000000 Penalty: 6134.785156
	Iteration 108Q: 3 clusters Score -2.878509e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 226867 members 
Entering Unmasked Estep 
Score: -28785076.000000 Penalty: 6134.785156
	Iteration 109Q: 3 clusters Score -2.878508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 226853 members 
Entering Unmasked Estep 
Score: -28785084.000000 Penalty: 6134.785156
	Iteration 110Q: 3 clusters Score -2.878508e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 226845 members 
Entering Unmasked Estep 
Score: -28785114.000000 Penalty: 6134.785156
	Iteration 111Q: 3 clusters Score -2.878511e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 226835 members 
Entering Unmasked Estep 
Score: -28785138.000000 Penalty: 6134.785156
	Iteration 112Q: 3 clusters Score -2.878514e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 226819 members 
Entering Unmasked Estep 
Score: -28785122.000000 Penalty: 6134.785156
	Iteration 113Q: 3 clusters Score -2.878512e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 226807 members 
Entering Unmasked Estep 
Score: -28785128.000000 Penalty: 6134.785156
	Iteration 114Q: 3 clusters Score -2.878513e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 226798 members 
Entering Unmasked Estep 
Score: -28785118.000000 Penalty: 6134.785156
	Iteration 115Q: 3 clusters Score -2.878512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 226793 members 
Entering Unmasked Estep 
Score: -28785106.000000 Penalty: 6134.785156
	Iteration 116Q: 3 clusters Score -2.878511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 226786 members 
Entering Unmasked Estep 
Score: -28785106.000000 Penalty: 6134.785156
	Iteration 117Q: 3 clusters Score -2.878511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 226776 members 
Entering Unmasked Estep 
Score: -28785104.000000 Penalty: 6134.785156
	Iteration 118Q: 3 clusters Score -2.87851e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 226773 members 
Entering Unmasked Estep 
Score: -28785094.000000 Penalty: 6134.785156
	Iteration 119Q: 3 clusters Score -2.878509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 226769 members 
Entering Unmasked Estep 
Score: -28785122.000000 Penalty: 6134.785156
	Iteration 120F: 3 clusters Score -2.878512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 226766 members 
Entering Unmasked Estep 
Score: -28785128.000000 Penalty: 6134.785156
	Iteration 121Q: 3 clusters Score -2.878513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 226763 members 
Entering Unmasked Estep 
Score: -28785112.000000 Penalty: 6134.785156
	Iteration 122Q: 3 clusters Score -2.878511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 226758 members 
Entering Unmasked Estep 
Score: -28785134.000000 Penalty: 6134.785156
	Iteration 123Q: 3 clusters Score -2.878513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 226750 members 
Entering Unmasked Estep 
Score: -28785114.000000 Penalty: 6134.785156
	Iteration 124Q: 3 clusters Score -2.878511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 226742 members 
Entering Unmasked Estep 
Score: -28785120.000000 Penalty: 6134.785156
	Iteration 125Q: 3 clusters Score -2.878512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 226731 members 
Entering Unmasked Estep 
Score: -28785094.000000 Penalty: 6134.785156
	Iteration 126Q: 3 clusters Score -2.878509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 226724 members 
Entering Unmasked Estep 
Score: -28785122.000000 Penalty: 6134.785156
	Iteration 127Q: 3 clusters Score -2.878512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 226721 members 
Entering Unmasked Estep 
Score: -28785142.000000 Penalty: 6134.785156
	Iteration 128Q: 3 clusters Score -2.878514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 226716 members 
Entering Unmasked Estep 
Score: -28785136.000000 Penalty: 6134.785156
	Iteration 129Q: 3 clusters Score -2.878514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 226710 members 
Entering Unmasked Estep 
Score: -28785148.000000 Penalty: 6134.785156
	Iteration 130Q: 3 clusters Score -2.878515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 226709 members 
Entering Unmasked Estep 
Score: -28785126.000000 Penalty: 6134.785156
	Iteration 131Q: 3 clusters Score -2.878513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 226713 members 
Entering Unmasked Estep 
Score: -28785126.000000 Penalty: 6134.785156
	Iteration 132Q: 3 clusters Score -2.878513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 226713 members 
Entering Unmasked Estep 
Score: -28785122.000000 Penalty: 6134.785156
	Iteration 133Q: 3 clusters Score -2.878512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 226713 members 
Entering Unmasked Estep 
Score: -28785126.000000 Penalty: 6134.785156
	Iteration 134Q: 3 clusters Score -2.878513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 226711 members 
Entering Unmasked Estep 
Score: -28785122.000000 Penalty: 6134.785156
	Iteration 135Q: 3 clusters Score -2.878512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 226711 members 
Entering Unmasked Estep 
Score: -28785122.000000 Penalty: 6134.785156
	Iteration 136F: 3 clusters Score -2.878512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Entering Unmasked Estep 
Score: -945421.000000 Penalty: 2230.523926
	Iteration 0F: 2 clusters Score -945421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -938975.687500 Penalty: 4461.047852
	Iteration 0F: 3 clusters Score -938975.7 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -940791.125000 Penalty: 4461.047852
	Iteration 1F: 3 clusters Score -940791.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -941086.500000 Penalty: 4461.047852
	Iteration 2F: 3 clusters Score -941086.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -941308.312500 Penalty: 4461.047852
	Iteration 3F: 3 clusters Score -941308.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -941475.187500 Penalty: 4461.047852
	Iteration 4Q: 3 clusters Score -941475.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -941616.562500 Penalty: 4461.047852
	Iteration 5Q: 3 clusters Score -941616.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -941740.750000 Penalty: 4461.047852
	Iteration 6Q: 3 clusters Score -941740.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -941874.812500 Penalty: 4461.047852
	Iteration 7Q: 3 clusters Score -941874.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -942019.437500 Penalty: 4461.047852
	Iteration 8Q: 3 clusters Score -942019.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -942187.312500 Penalty: 4461.047852
	Iteration 9Q: 3 clusters Score -942187.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -942373.250000 Penalty: 4461.047852
	Iteration 10Q: 3 clusters Score -942373.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -942567.562500 Penalty: 4461.047852
	Iteration 11Q: 3 clusters Score -942567.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -942706.062500 Penalty: 4461.047852
	Iteration 12Q: 3 clusters Score -942706.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -942830.125000 Penalty: 4461.047852
	Iteration 13Q: 3 clusters Score -942830.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -942923.125000 Penalty: 4461.047852
	Iteration 14Q: 3 clusters Score -942923.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -943000.937500 Penalty: 4461.047852
	Iteration 15Q: 3 clusters Score -943000.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -943061.125000 Penalty: 4461.047852
	Iteration 16Q: 3 clusters Score -943061.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -943112.625000 Penalty: 4461.047852
	Iteration 17Q: 3 clusters Score -943112.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -943140.062500 Penalty: 4461.047852
	Iteration 18Q: 3 clusters Score -943140.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -943160.000000 Penalty: 4461.047852
	Iteration 19Q: 3 clusters Score -943160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -943175.062500 Penalty: 4461.047852
	Iteration 20F: 3 clusters Score -943175.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -943189.000000 Penalty: 4461.047852
	Iteration 21Q: 3 clusters Score -943189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -943196.437500 Penalty: 4461.047852
	Iteration 22Q: 3 clusters Score -943196.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -943209.812500 Penalty: 4461.047852
	Iteration 23Q: 3 clusters Score -943209.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -943217.125000 Penalty: 4461.047852
	Iteration 24Q: 3 clusters Score -943217.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -943226.187500 Penalty: 4461.047852
	Iteration 25Q: 3 clusters Score -943226.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -943231.125000 Penalty: 4461.047852
	Iteration 26Q: 3 clusters Score -943231.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -943241.625000 Penalty: 4461.047852
	Iteration 27Q: 3 clusters Score -943241.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -943244.500000 Penalty: 4461.047852
	Iteration 28Q: 3 clusters Score -943244.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -943249.687500 Penalty: 4461.047852
	Iteration 29Q: 3 clusters Score -943249.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -943254.062500 Penalty: 4461.047852
	Iteration 30Q: 3 clusters Score -943254.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -943258.562500 Penalty: 4461.047852
	Iteration 31Q: 3 clusters Score -943258.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -943261.062500 Penalty: 4461.047852
	Iteration 32Q: 3 clusters Score -943261.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -943265.375000 Penalty: 4461.047852
	Iteration 33Q: 3 clusters Score -943265.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -943266.687500 Penalty: 4461.047852
	Iteration 34Q: 3 clusters Score -943266.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -943266.750000 Penalty: 4461.047852
	Iteration 35Q: 3 clusters Score -943266.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -943269.937500 Penalty: 4461.047852
	Iteration 36Q: 3 clusters Score -943269.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -943274.250000 Penalty: 4461.047852
	Iteration 37Q: 3 clusters Score -943274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -943274.500000 Penalty: 4461.047852
	Iteration 38Q: 3 clusters Score -943274.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -943276.250000 Penalty: 4461.047852
	Iteration 39Q: 3 clusters Score -943276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -943278.250000 Penalty: 4461.047852
	Iteration 40F: 3 clusters Score -943278.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -943279.687500 Penalty: 4461.047852
	Iteration 41Q: 3 clusters Score -943279.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -943280.687500 Penalty: 4461.047852
	Iteration 42Q: 3 clusters Score -943280.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -943281.750000 Penalty: 4461.047852
	Iteration 43Q: 3 clusters Score -943281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -943281.687500 Penalty: 4461.047852
	Iteration 44Q: 3 clusters Score -943281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -943280.500000 Penalty: 4461.047852
	Iteration 45Q: 3 clusters Score -943280.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -943281.750000 Penalty: 4461.047852
	Iteration 46Q: 3 clusters Score -943281.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -943282.562500 Penalty: 4461.047852
	Iteration 47Q: 3 clusters Score -943282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -943280.312500 Penalty: 4461.047852
	Iteration 48Q: 3 clusters Score -943280.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -943280.375000 Penalty: 4461.047852
	Iteration 49Q: 3 clusters Score -943280.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -943280.375000 Penalty: 4461.047852
	Iteration 50F: 3 clusters Score -943280.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Entering Unmasked Estep 
Score: -710726.687500 Penalty: 2153.731689
	Iteration 0F: 2 clusters Score -710726.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -705648.812500 Penalty: 4307.463379
	Iteration 0F: 3 clusters Score -705648.8 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -706974.000000 Penalty: 4307.463379
	Iteration 1F: 3 clusters Score -706974 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -707254.562500 Penalty: 4307.463379
	Iteration 2F: 3 clusters Score -707254.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -707438.625000 Penalty: 4307.463379
	Iteration 3F: 3 clusters Score -707438.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -707590.812500 Penalty: 4307.463379
	Iteration 4Q: 3 clusters Score -707590.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -707724.187500 Penalty: 4307.463379
	Iteration 5Q: 3 clusters Score -707724.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -707846.937500 Penalty: 4307.463379
	Iteration 6Q: 3 clusters Score -707846.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -707958.250000 Penalty: 4307.463379
	Iteration 7Q: 3 clusters Score -707958.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -708053.875000 Penalty: 4307.463379
	Iteration 8Q: 3 clusters Score -708053.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -708142.187500 Penalty: 4307.463379
	Iteration 9Q: 3 clusters Score -708142.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -708231.375000 Penalty: 4307.463379
	Iteration 10Q: 3 clusters Score -708231.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -708321.250000 Penalty: 4307.463379
	Iteration 11Q: 3 clusters Score -708321.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -708392.312500 Penalty: 4307.463379
	Iteration 12Q: 3 clusters Score -708392.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -708452.000000 Penalty: 4307.463379
	Iteration 13Q: 3 clusters Score -708452 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -708510.687500 Penalty: 4307.463379
	Iteration 14Q: 3 clusters Score -708510.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -708555.312500 Penalty: 4307.463379
	Iteration 15Q: 3 clusters Score -708555.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -708591.500000 Penalty: 4307.463379
	Iteration 16Q: 3 clusters Score -708591.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -708625.875000 Penalty: 4307.463379
	Iteration 17Q: 3 clusters Score -708625.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -708644.500000 Penalty: 4307.463379
	Iteration 18Q: 3 clusters Score -708644.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -708658.250000 Penalty: 4307.463379
	Iteration 19Q: 3 clusters Score -708658.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -708670.312500 Penalty: 4307.463379
	Iteration 20F: 3 clusters Score -708670.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -708676.000000 Penalty: 4307.463379
	Iteration 21Q: 3 clusters Score -708676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -708683.250000 Penalty: 4307.463379
	Iteration 22Q: 3 clusters Score -708683.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -708690.187500 Penalty: 4307.463379
	Iteration 23Q: 3 clusters Score -708690.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -708693.875000 Penalty: 4307.463379
	Iteration 24Q: 3 clusters Score -708693.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -708698.875000 Penalty: 4307.463379
	Iteration 25Q: 3 clusters Score -708698.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -708705.500000 Penalty: 4307.463379
	Iteration 26Q: 3 clusters Score -708705.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -708709.875000 Penalty: 4307.463379
	Iteration 27Q: 3 clusters Score -708709.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -708711.500000 Penalty: 4307.463379
	Iteration 28Q: 3 clusters Score -708711.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -708714.125000 Penalty: 4307.463379
	Iteration 29Q: 3 clusters Score -708714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -708715.812500 Penalty: 4307.463379
	Iteration 30Q: 3 clusters Score -708715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -708716.312500 Penalty: 4307.463379
	Iteration 31Q: 3 clusters Score -708716.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -708719.187500 Penalty: 4307.463379
	Iteration 32Q: 3 clusters Score -708719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -708719.500000 Penalty: 4307.463379
	Iteration 33Q: 3 clusters Score -708719.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -708721.000000 Penalty: 4307.463379
	Iteration 34Q: 3 clusters Score -708721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -708722.750000 Penalty: 4307.463379
	Iteration 35Q: 3 clusters Score -708722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -708723.125000 Penalty: 4307.463379
	Iteration 36Q: 3 clusters Score -708723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -708723.500000 Penalty: 4307.463379
	Iteration 37Q: 3 clusters Score -708723.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -708722.125000 Penalty: 4307.463379
	Iteration 38Q: 3 clusters Score -708722.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -708722.125000 Penalty: 4307.463379
	Iteration 39F: 3 clusters Score -708722.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Entering Unmasked Estep 
Score: -8519214.000000 Penalty: 2786.736816
	Iteration 0F: 2 clusters Score -8519214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -8468680.000000 Penalty: 5573.473633
	Iteration 0F: 3 clusters Score -8468680 nChanged 35486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -8489182.000000 Penalty: 5573.473633
	Iteration 1F: 3 clusters Score -8489182 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -8490303.000000 Penalty: 5573.473633
	Iteration 2Q: 3 clusters Score -8490303 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -8491425.000000 Penalty: 5573.473633
	Iteration 3Q: 3 clusters Score -8491425 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -8492750.000000 Penalty: 5573.473633
	Iteration 4Q: 3 clusters Score -8492750 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -8494514.000000 Penalty: 5573.473633
	Iteration 5Q: 3 clusters Score -8494514 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -8496342.000000 Penalty: 5573.473633
	Iteration 6Q: 3 clusters Score -8496342 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -8498427.000000 Penalty: 5573.473633
	Iteration 7F: 3 clusters Score -8498427 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -8500459.000000 Penalty: 5573.473633
	Iteration 8F: 3 clusters Score -8500459 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -8502604.000000 Penalty: 5573.473633
	Iteration 9Q: 3 clusters Score -8502604 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -8504516.000000 Penalty: 5573.473633
	Iteration 10Q: 3 clusters Score -8504516 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -8506250.000000 Penalty: 5573.473633
	Iteration 11Q: 3 clusters Score -8506250 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -8507709.000000 Penalty: 5573.473633
	Iteration 12Q: 3 clusters Score -8507709 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -8509042.000000 Penalty: 5573.473633
	Iteration 13Q: 3 clusters Score -8509042 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -8510158.000000 Penalty: 5573.473633
	Iteration 14Q: 3 clusters Score -8510158 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -8511091.000000 Penalty: 5573.473633
	Iteration 15Q: 3 clusters Score -8511091 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -8511965.000000 Penalty: 5573.473633
	Iteration 16Q: 3 clusters Score -8511965 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67615 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -8512810.000000 Penalty: 5573.473633
	Iteration 17Q: 3 clusters Score -8512810 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69064 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -8513622.000000 Penalty: 5573.473633
	Iteration 18Q: 3 clusters Score -8513622 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -8514347.000000 Penalty: 5573.473633
	Iteration 19Q: 3 clusters Score -8514347 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -8515040.000000 Penalty: 5573.473633
	Iteration 20F: 3 clusters Score -8515040 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -8515562.000000 Penalty: 5573.473633
	Iteration 21Q: 3 clusters Score -8515562 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -8515985.000000 Penalty: 5573.473633
	Iteration 22Q: 3 clusters Score -8515985 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73609 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8516314.000000 Penalty: 5573.473633
	Iteration 23Q: 3 clusters Score -8516314 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8516533.000000 Penalty: 5573.473633
	Iteration 24Q: 3 clusters Score -8516533 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74289 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8516708.000000 Penalty: 5573.473633
	Iteration 25Q: 3 clusters Score -8516708 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74486 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8516827.000000 Penalty: 5573.473633
	Iteration 26Q: 3 clusters Score -8516827 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8516905.000000 Penalty: 5573.473633
	Iteration 27Q: 3 clusters Score -8516905 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8516977.000000 Penalty: 5573.473633
	Iteration 28Q: 3 clusters Score -8516977 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8517025.000000 Penalty: 5573.473633
	Iteration 29Q: 3 clusters Score -8517025 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8517053.000000 Penalty: 5573.473633
	Iteration 30Q: 3 clusters Score -8517053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8517068.000000 Penalty: 5573.473633
	Iteration 31Q: 3 clusters Score -8517068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74949 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8517088.000000 Penalty: 5573.473633
	Iteration 32Q: 3 clusters Score -8517088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8517100.000000 Penalty: 5573.473633
	Iteration 33Q: 3 clusters Score -8517100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74987 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8517099.000000 Penalty: 5573.473633
	Iteration 34Q: 3 clusters Score -8517099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8517100.000000 Penalty: 5573.473633
	Iteration 35Q: 3 clusters Score -8517100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8517103.000000 Penalty: 5573.473633
	Iteration 36Q: 3 clusters Score -8517103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8517103.000000 Penalty: 5573.473633
	Iteration 37Q: 3 clusters Score -8517103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75017 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8517108.000000 Penalty: 5573.473633
	Iteration 38Q: 3 clusters Score -8517108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8517109.000000 Penalty: 5573.473633
	Iteration 39Q: 3 clusters Score -8517109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8517115.000000 Penalty: 5573.473633
	Iteration 40F: 3 clusters Score -8517115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8517112.000000 Penalty: 5573.473633
	Iteration 41Q: 3 clusters Score -8517112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8517116.000000 Penalty: 5573.473633
	Iteration 42Q: 3 clusters Score -8517116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8517116.000000 Penalty: 5573.473633
	Iteration 43Q: 3 clusters Score -8517116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8517119.000000 Penalty: 5573.473633
	Iteration 44Q: 3 clusters Score -8517119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8517118.000000 Penalty: 5573.473633
	Iteration 45Q: 3 clusters Score -8517118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8517118.000000 Penalty: 5573.473633
	Iteration 46F: 3 clusters Score -8517118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Entering Unmasked Estep 
Score: -1043188.812500 Penalty: 2246.875488
	Iteration 0F: 2 clusters Score -1043189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1036354.687500 Penalty: 4493.750977
	Iteration 0F: 3 clusters Score -1036355 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1038339.250000 Penalty: 4493.750977
	Iteration 1F: 3 clusters Score -1038339 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1038752.437500 Penalty: 4493.750977
	Iteration 2F: 3 clusters Score -1038752 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1039210.562500 Penalty: 4493.750977
	Iteration 3F: 3 clusters Score -1039211 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1039669.812500 Penalty: 4493.750977
	Iteration 4F: 3 clusters Score -1039670 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1040109.562500 Penalty: 4493.750977
	Iteration 5F: 3 clusters Score -1040110 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1040498.312500 Penalty: 4493.750977
	Iteration 6F: 3 clusters Score -1040498 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1040792.625000 Penalty: 4493.750977
	Iteration 7F: 3 clusters Score -1040793 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1041022.375000 Penalty: 4493.750977
	Iteration 8Q: 3 clusters Score -1041022 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1041179.437500 Penalty: 4493.750977
	Iteration 9Q: 3 clusters Score -1041179 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1041285.750000 Penalty: 4493.750977
	Iteration 10Q: 3 clusters Score -1041286 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1041369.187500 Penalty: 4493.750977
	Iteration 11Q: 3 clusters Score -1041369 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1041422.687500 Penalty: 4493.750977
	Iteration 12Q: 3 clusters Score -1041423 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1041470.375000 Penalty: 4493.750977
	Iteration 13Q: 3 clusters Score -1041470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1041501.125000 Penalty: 4493.750977
	Iteration 14Q: 3 clusters Score -1041501 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1041529.937500 Penalty: 4493.750977
	Iteration 15Q: 3 clusters Score -1041530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1041544.437500 Penalty: 4493.750977
	Iteration 16Q: 3 clusters Score -1041544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1041566.375000 Penalty: 4493.750977
	Iteration 17Q: 3 clusters Score -1041566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1041581.937500 Penalty: 4493.750977
	Iteration 18Q: 3 clusters Score -1041582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1041600.312500 Penalty: 4493.750977
	Iteration 19Q: 3 clusters Score -1041600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1041611.000000 Penalty: 4493.750977
	Iteration 20F: 3 clusters Score -1041611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1041623.500000 Penalty: 4493.750977
	Iteration 21Q: 3 clusters Score -1041624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1041636.875000 Penalty: 4493.750977
	Iteration 22Q: 3 clusters Score -1041637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1041648.000000 Penalty: 4493.750977
	Iteration 23Q: 3 clusters Score -1041648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1041657.937500 Penalty: 4493.750977
	Iteration 24Q: 3 clusters Score -1041658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1041667.937500 Penalty: 4493.750977
	Iteration 25Q: 3 clusters Score -1041668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1041681.125000 Penalty: 4493.750977
	Iteration 26Q: 3 clusters Score -1041681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1041703.000000 Penalty: 4493.750977
	Iteration 27Q: 3 clusters Score -1041703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1041723.812500 Penalty: 4493.750977
	Iteration 28Q: 3 clusters Score -1041724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1041746.125000 Penalty: 4493.750977
	Iteration 29Q: 3 clusters Score -1041746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1041762.875000 Penalty: 4493.750977
	Iteration 30Q: 3 clusters Score -1041763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1041774.375000 Penalty: 4493.750977
	Iteration 31Q: 3 clusters Score -1041774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1041785.500000 Penalty: 4493.750977
	Iteration 32Q: 3 clusters Score -1041786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1041795.000000 Penalty: 4493.750977
	Iteration 33Q: 3 clusters Score -1041795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1041807.250000 Penalty: 4493.750977
	Iteration 34Q: 3 clusters Score -1041807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1041821.812500 Penalty: 4493.750977
	Iteration 35Q: 3 clusters Score -1041822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1041837.687500 Penalty: 4493.750977
	Iteration 36Q: 3 clusters Score -1041838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1041852.500000 Penalty: 4493.750977
	Iteration 37Q: 3 clusters Score -1041852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1041857.937500 Penalty: 4493.750977
	Iteration 38Q: 3 clusters Score -1041858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1041864.812500 Penalty: 4493.750977
	Iteration 39Q: 3 clusters Score -1041865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1041871.562500 Penalty: 4493.750977
	Iteration 40F: 3 clusters Score -1041872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1041879.187500 Penalty: 4493.750977
	Iteration 41Q: 3 clusters Score -1041879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1041883.625000 Penalty: 4493.750977
	Iteration 42Q: 3 clusters Score -1041884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1041888.812500 Penalty: 4493.750977
	Iteration 43Q: 3 clusters Score -1041889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1041889.312500 Penalty: 4493.750977
	Iteration 44Q: 3 clusters Score -1041889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1041894.312500 Penalty: 4493.750977
	Iteration 45Q: 3 clusters Score -1041894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1041899.187500 Penalty: 4493.750977
	Iteration 46Q: 3 clusters Score -1041899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1041902.812500 Penalty: 4493.750977
	Iteration 47Q: 3 clusters Score -1041903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1041906.812500 Penalty: 4493.750977
	Iteration 48Q: 3 clusters Score -1041907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1041909.562500 Penalty: 4493.750977
	Iteration 49Q: 3 clusters Score -1041910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1041912.750000 Penalty: 4493.750977
	Iteration 50Q: 3 clusters Score -1041913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1041913.437500 Penalty: 4493.750977
	Iteration 51Q: 3 clusters Score -1041913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1041912.750000 Penalty: 4493.750977
	Iteration 52Q: 3 clusters Score -1041913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1041914.125000 Penalty: 4493.750977
	Iteration 53Q: 3 clusters Score -1041914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1041919.437500 Penalty: 4493.750977
	Iteration 54Q: 3 clusters Score -1041919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1041919.125000 Penalty: 4493.750977
	Iteration 55Q: 3 clusters Score -1041919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1041918.375000 Penalty: 4493.750977
	Iteration 56Q: 3 clusters Score -1041918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1041921.312500 Penalty: 4493.750977
	Iteration 57Q: 3 clusters Score -1041921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1041922.750000 Penalty: 4493.750977
	Iteration 58Q: 3 clusters Score -1041923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1041925.687500 Penalty: 4493.750977
	Iteration 59Q: 3 clusters Score -1041926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1041924.500000 Penalty: 4493.750977
	Iteration 60F: 3 clusters Score -1041924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1041927.375000 Penalty: 4493.750977
	Iteration 61Q: 3 clusters Score -1041927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1041928.875000 Penalty: 4493.750977
	Iteration 62Q: 3 clusters Score -1041929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1041931.875000 Penalty: 4493.750977
	Iteration 63Q: 3 clusters Score -1041932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1041933.062500 Penalty: 4493.750977
	Iteration 64Q: 3 clusters Score -1041933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1041933.375000 Penalty: 4493.750977
	Iteration 65Q: 3 clusters Score -1041933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1041933.812500 Penalty: 4493.750977
	Iteration 66Q: 3 clusters Score -1041934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1041933.875000 Penalty: 4493.750977
	Iteration 67Q: 3 clusters Score -1041934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1041934.937500 Penalty: 4493.750977
	Iteration 68Q: 3 clusters Score -1041935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1041934.937500 Penalty: 4493.750977
	Iteration 69F: 3 clusters Score -1041935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Entering Unmasked Estep 
Score: -742271.312500 Penalty: 2165.411377
	Iteration 0F: 2 clusters Score -742271.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -736973.000000 Penalty: 4330.822754
	Iteration 0F: 3 clusters Score -736973 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -738422.000000 Penalty: 4330.822754
	Iteration 1F: 3 clusters Score -738422 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -738756.375000 Penalty: 4330.822754
	Iteration 2F: 3 clusters Score -738756.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -739101.812500 Penalty: 4330.822754
	Iteration 3F: 3 clusters Score -739101.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -739498.562500 Penalty: 4330.822754
	Iteration 4F: 3 clusters Score -739498.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -739893.625000 Penalty: 4330.822754
	Iteration 5F: 3 clusters Score -739893.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -740239.125000 Penalty: 4330.822754
	Iteration 6F: 3 clusters Score -740239.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -740530.125000 Penalty: 4330.822754
	Iteration 7F: 3 clusters Score -740530.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -740732.562500 Penalty: 4330.822754
	Iteration 8Q: 3 clusters Score -740732.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -740879.125000 Penalty: 4330.822754
	Iteration 9Q: 3 clusters Score -740879.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -740998.437500 Penalty: 4330.822754
	Iteration 10Q: 3 clusters Score -740998.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -741086.875000 Penalty: 4330.822754
	Iteration 11Q: 3 clusters Score -741086.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -741154.500000 Penalty: 4330.822754
	Iteration 12Q: 3 clusters Score -741154.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -741216.187500 Penalty: 4330.822754
	Iteration 13Q: 3 clusters Score -741216.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -741268.375000 Penalty: 4330.822754
	Iteration 14Q: 3 clusters Score -741268.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -741303.750000 Penalty: 4330.822754
	Iteration 15Q: 3 clusters Score -741303.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -741321.750000 Penalty: 4330.822754
	Iteration 16Q: 3 clusters Score -741321.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -741337.250000 Penalty: 4330.822754
	Iteration 17Q: 3 clusters Score -741337.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -741344.250000 Penalty: 4330.822754
	Iteration 18Q: 3 clusters Score -741344.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -741352.625000 Penalty: 4330.822754
	Iteration 19Q: 3 clusters Score -741352.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -741358.937500 Penalty: 4330.822754
	Iteration 20F: 3 clusters Score -741358.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -741361.312500 Penalty: 4330.822754
	Iteration 21Q: 3 clusters Score -741361.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -741363.625000 Penalty: 4330.822754
	Iteration 22Q: 3 clusters Score -741363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -741363.250000 Penalty: 4330.822754
	Iteration 23Q: 3 clusters Score -741363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -741364.625000 Penalty: 4330.822754
	Iteration 24Q: 3 clusters Score -741364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -741365.812500 Penalty: 4330.822754
	Iteration 25Q: 3 clusters Score -741365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -741368.125000 Penalty: 4330.822754
	Iteration 26Q: 3 clusters Score -741368.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -741368.437500 Penalty: 4330.822754
	Iteration 27Q: 3 clusters Score -741368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -741368.875000 Penalty: 4330.822754
	Iteration 28Q: 3 clusters Score -741368.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -741369.562500 Penalty: 4330.822754
	Iteration 29Q: 3 clusters Score -741369.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -741369.562500 Penalty: 4330.822754
	Iteration 30F: 3 clusters Score -741369.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (136291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136291 members 
Entering Unmasked Estep 
Score: -16542690.000000 Penalty: 2931.991943
	Iteration 0F: 2 clusters Score -1.654269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -16451661.000000 Penalty: 5863.983887
	Iteration 0F: 3 clusters Score -1.645166e+07 nChanged 65178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -16489595.000000 Penalty: 5863.983887
	Iteration 1F: 3 clusters Score -1.64896e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72239 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -16490634.000000 Penalty: 5863.983887
	Iteration 2Q: 3 clusters Score -1.649063e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -16491641.000000 Penalty: 5863.983887
	Iteration 3Q: 3 clusters Score -1.649164e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -16493112.000000 Penalty: 5863.983887
	Iteration 4Q: 3 clusters Score -1.649311e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -16495171.000000 Penalty: 5863.983887
	Iteration 5Q: 3 clusters Score -1.649517e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -16498640.000000 Penalty: 5863.983887
	Iteration 6Q: 3 clusters Score -1.649864e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -16503920.000000 Penalty: 5863.983887
	Iteration 7F: 3 clusters Score -1.650392e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -16511788.000000 Penalty: 5863.983887
	Iteration 8F: 3 clusters Score -1.651179e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114796 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -16521208.000000 Penalty: 5863.983887
	Iteration 9F: 3 clusters Score -1.652121e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124281 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -16529679.000000 Penalty: 5863.983887
	Iteration 10F: 3 clusters Score -1.652968e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130632 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -16535332.000000 Penalty: 5863.983887
	Iteration 11Q: 3 clusters Score -1.653533e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133818 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -16537994.000000 Penalty: 5863.983887
	Iteration 12Q: 3 clusters Score -1.653799e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135197 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -16539221.000000 Penalty: 5863.983887
	Iteration 13Q: 3 clusters Score -1.653922e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135697 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -16539676.000000 Penalty: 5863.983887
	Iteration 14Q: 3 clusters Score -1.653968e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135874 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -16539871.000000 Penalty: 5863.983887
	Iteration 15Q: 3 clusters Score -1.653987e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135954 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -16539961.000000 Penalty: 5863.983887
	Iteration 16Q: 3 clusters Score -1.653996e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135984 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -16540042.000000 Penalty: 5863.983887
	Iteration 17Q: 3 clusters Score -1.654004e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136005 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16540065.000000 Penalty: 5863.983887
	Iteration 18Q: 3 clusters Score -1.654006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136015 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16540107.000000 Penalty: 5863.983887
	Iteration 19Q: 3 clusters Score -1.654011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136022 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -16540101.000000 Penalty: 5863.983887
	Iteration 20F: 3 clusters Score -1.65401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136021 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16540130.000000 Penalty: 5863.983887
	Iteration 21Q: 3 clusters Score -1.654013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136020 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16540127.000000 Penalty: 5863.983887
	Iteration 22Q: 3 clusters Score -1.654013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136023 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16540133.000000 Penalty: 5863.983887
	Iteration 23Q: 3 clusters Score -1.654013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136026 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16540142.000000 Penalty: 5863.983887
	Iteration 24Q: 3 clusters Score -1.654014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136028 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -16540148.000000 Penalty: 5863.983887
	Iteration 25Q: 3 clusters Score -1.654015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136029 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16540152.000000 Penalty: 5863.983887
	Iteration 26Q: 3 clusters Score -1.654015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136030 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16540140.000000 Penalty: 5863.983887
	Iteration 27Q: 3 clusters Score -1.654014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136032 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16540149.000000 Penalty: 5863.983887
	Iteration 28Q: 3 clusters Score -1.654015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136032 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16540149.000000 Penalty: 5863.983887
	Iteration 29F: 3 clusters Score -1.654015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Entering Unmasked Estep 
Score: -1583319.625000 Penalty: 2343.069336
	Iteration 0F: 2 clusters Score -1583320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1573959.000000 Penalty: 4686.138672
	Iteration 0F: 3 clusters Score -1573959 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1576823.375000 Penalty: 4686.138672
	Iteration 1F: 3 clusters Score -1576823 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1577242.625000 Penalty: 4686.138672
	Iteration 2F: 3 clusters Score -1577243 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1577616.125000 Penalty: 4686.138672
	Iteration 3F: 3 clusters Score -1577616 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1578005.250000 Penalty: 4686.138672
	Iteration 4Q: 3 clusters Score -1578005 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1578369.250000 Penalty: 4686.138672
	Iteration 5F: 3 clusters Score -1578369 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1578692.750000 Penalty: 4686.138672
	Iteration 6Q: 3 clusters Score -1578693 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1578992.500000 Penalty: 4686.138672
	Iteration 7Q: 3 clusters Score -1578992 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1579254.125000 Penalty: 4686.138672
	Iteration 8Q: 3 clusters Score -1579254 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1579520.250000 Penalty: 4686.138672
	Iteration 9Q: 3 clusters Score -1579520 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1579812.500000 Penalty: 4686.138672
	Iteration 10Q: 3 clusters Score -1579812 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1580135.125000 Penalty: 4686.138672
	Iteration 11Q: 3 clusters Score -1580135 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1580481.750000 Penalty: 4686.138672
	Iteration 12Q: 3 clusters Score -1580482 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1580796.750000 Penalty: 4686.138672
	Iteration 13Q: 3 clusters Score -1580797 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1581061.000000 Penalty: 4686.138672
	Iteration 14Q: 3 clusters Score -1581061 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1581233.500000 Penalty: 4686.138672
	Iteration 15Q: 3 clusters Score -1581234 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1581369.000000 Penalty: 4686.138672
	Iteration 16Q: 3 clusters Score -1581369 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1581511.750000 Penalty: 4686.138672
	Iteration 17Q: 3 clusters Score -1581512 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1581648.875000 Penalty: 4686.138672
	Iteration 18Q: 3 clusters Score -1581649 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1581780.000000 Penalty: 4686.138672
	Iteration 19Q: 3 clusters Score -1581780 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1581899.375000 Penalty: 4686.138672
	Iteration 20F: 3 clusters Score -1581899 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1581999.375000 Penalty: 4686.138672
	Iteration 21Q: 3 clusters Score -1581999 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1582115.875000 Penalty: 4686.138672
	Iteration 22Q: 3 clusters Score -1582116 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1582217.125000 Penalty: 4686.138672
	Iteration 23Q: 3 clusters Score -1582217 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1582312.125000 Penalty: 4686.138672
	Iteration 24Q: 3 clusters Score -1582312 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1582372.750000 Penalty: 4686.138672
	Iteration 25Q: 3 clusters Score -1582373 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1582425.375000 Penalty: 4686.138672
	Iteration 26Q: 3 clusters Score -1582425 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1582462.625000 Penalty: 4686.138672
	Iteration 27Q: 3 clusters Score -1582463 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1582490.625000 Penalty: 4686.138672
	Iteration 28Q: 3 clusters Score -1582491 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1582517.375000 Penalty: 4686.138672
	Iteration 29Q: 3 clusters Score -1582517 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1582533.875000 Penalty: 4686.138672
	Iteration 30Q: 3 clusters Score -1582534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1582554.125000 Penalty: 4686.138672
	Iteration 31Q: 3 clusters Score -1582554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1582564.625000 Penalty: 4686.138672
	Iteration 32Q: 3 clusters Score -1582565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1582570.000000 Penalty: 4686.138672
	Iteration 33Q: 3 clusters Score -1582570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1582578.125000 Penalty: 4686.138672
	Iteration 34Q: 3 clusters Score -1582578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1582579.625000 Penalty: 4686.138672
	Iteration 35Q: 3 clusters Score -1582580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1582589.500000 Penalty: 4686.138672
	Iteration 36Q: 3 clusters Score -1582590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1582589.500000 Penalty: 4686.138672
	Iteration 37Q: 3 clusters Score -1582590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1582594.250000 Penalty: 4686.138672
	Iteration 38Q: 3 clusters Score -1582594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1582595.250000 Penalty: 4686.138672
	Iteration 39Q: 3 clusters Score -1582595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1582598.875000 Penalty: 4686.138672
	Iteration 40F: 3 clusters Score -1582599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1582597.750000 Penalty: 4686.138672
	Iteration 41Q: 3 clusters Score -1582598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1582594.625000 Penalty: 4686.138672
	Iteration 42Q: 3 clusters Score -1582595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1582601.000000 Penalty: 4686.138672
	Iteration 43Q: 3 clusters Score -1582601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1582604.250000 Penalty: 4686.138672
	Iteration 44Q: 3 clusters Score -1582604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1582606.875000 Penalty: 4686.138672
	Iteration 45Q: 3 clusters Score -1582607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1582610.000000 Penalty: 4686.138672
	Iteration 46Q: 3 clusters Score -1582610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1582608.000000 Penalty: 4686.138672
	Iteration 47Q: 3 clusters Score -1582608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1582608.500000 Penalty: 4686.138672
	Iteration 48Q: 3 clusters Score -1582608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1582609.250000 Penalty: 4686.138672
	Iteration 49Q: 3 clusters Score -1582609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1582609.125000 Penalty: 4686.138672
	Iteration 50Q: 3 clusters Score -1582609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1582609.125000 Penalty: 4686.138672
	Iteration 51F: 3 clusters Score -1582609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -217285.015625 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -217285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -214784.796875 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -214784.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -215282.437500 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -215282.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -215432.359375 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -215432.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -215484.375000 Penalty: 3730.573730
	Iteration 3Q: 3 clusters Score -215484.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -215511.421875 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -215511.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -215527.468750 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -215527.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -215538.828125 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -215538.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -215550.437500 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -215550.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -215556.875000 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -215556.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -215560.218750 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -215560.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -215563.031250 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -215563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -215564.468750 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -215564.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -215565.656250 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -215565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -215567.218750 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -215567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -215568.515625 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -215568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -215570.171875 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -215570.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -215571.906250 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -215571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -215571.625000 Penalty: 3730.573730
	Iteration 17Q: 3 clusters Score -215571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215572.078125 Penalty: 3730.573730
	Iteration 18Q: 3 clusters Score -215572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215572.078125 Penalty: 3730.573730
	Iteration 19F: 3 clusters Score -215572.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Entering Unmasked Estep 
Score: -1096340.750000 Penalty: 2264.803223
	Iteration 0F: 2 clusters Score -1096341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1089202.250000 Penalty: 4529.606445
	Iteration 0F: 3 clusters Score -1089202 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1091445.000000 Penalty: 4529.606445
	Iteration 1F: 3 clusters Score -1091445 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1092025.250000 Penalty: 4529.606445
	Iteration 2F: 3 clusters Score -1092025 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1092756.625000 Penalty: 4529.606445
	Iteration 3F: 3 clusters Score -1092757 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1093590.625000 Penalty: 4529.606445
	Iteration 4F: 3 clusters Score -1093591 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1094274.000000 Penalty: 4529.606445
	Iteration 5F: 3 clusters Score -1094274 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1094768.625000 Penalty: 4529.606445
	Iteration 6F: 3 clusters Score -1094769 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1094991.500000 Penalty: 4529.606445
	Iteration 7Q: 3 clusters Score -1094992 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1095073.625000 Penalty: 4529.606445
	Iteration 8Q: 3 clusters Score -1095074 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1095104.500000 Penalty: 4529.606445
	Iteration 9Q: 3 clusters Score -1095104 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1095126.250000 Penalty: 4529.606445
	Iteration 10Q: 3 clusters Score -1095126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1095134.875000 Penalty: 4529.606445
	Iteration 11Q: 3 clusters Score -1095135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1095141.375000 Penalty: 4529.606445
	Iteration 12Q: 3 clusters Score -1095141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1095142.875000 Penalty: 4529.606445
	Iteration 13Q: 3 clusters Score -1095143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1095148.000000 Penalty: 4529.606445
	Iteration 14Q: 3 clusters Score -1095148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1095149.250000 Penalty: 4529.606445
	Iteration 15Q: 3 clusters Score -1095149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1095148.250000 Penalty: 4529.606445
	Iteration 16Q: 3 clusters Score -1095148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1095149.000000 Penalty: 4529.606445
	Iteration 17Q: 3 clusters Score -1095149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1095150.000000 Penalty: 4529.606445
	Iteration 18Q: 3 clusters Score -1095150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1095148.750000 Penalty: 4529.606445
	Iteration 19Q: 3 clusters Score -1095149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1095152.625000 Penalty: 4529.606445
	Iteration 20F: 3 clusters Score -1095153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1095153.250000 Penalty: 4529.606445
	Iteration 21Q: 3 clusters Score -1095153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1095151.875000 Penalty: 4529.606445
	Iteration 22Q: 3 clusters Score -1095152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1095151.250000 Penalty: 4529.606445
	Iteration 23Q: 3 clusters Score -1095151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1095151.250000 Penalty: 4529.606445
	Iteration 24F: 3 clusters Score -1095151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Entering Unmasked Estep 
Score: -481396.437500 Penalty: 2058.407959
	Iteration 0F: 2 clusters Score -481396.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -477482.156250 Penalty: 4116.815918
	Iteration 0F: 3 clusters Score -477482.2 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -478305.406250 Penalty: 4116.815918
	Iteration 1F: 3 clusters Score -478305.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -478480.031250 Penalty: 4116.815918
	Iteration 2F: 3 clusters Score -478480 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -478595.125000 Penalty: 4116.815918
	Iteration 3Q: 3 clusters Score -478595.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -478677.500000 Penalty: 4116.815918
	Iteration 4Q: 3 clusters Score -478677.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -478726.750000 Penalty: 4116.815918
	Iteration 5Q: 3 clusters Score -478726.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -478772.656250 Penalty: 4116.815918
	Iteration 6Q: 3 clusters Score -478772.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -478814.218750 Penalty: 4116.815918
	Iteration 7Q: 3 clusters Score -478814.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -478856.250000 Penalty: 4116.815918
	Iteration 8Q: 3 clusters Score -478856.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -478907.843750 Penalty: 4116.815918
	Iteration 9Q: 3 clusters Score -478907.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -478952.500000 Penalty: 4116.815918
	Iteration 10Q: 3 clusters Score -478952.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -479003.156250 Penalty: 4116.815918
	Iteration 11Q: 3 clusters Score -479003.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -479053.375000 Penalty: 4116.815918
	Iteration 12Q: 3 clusters Score -479053.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -479109.125000 Penalty: 4116.815918
	Iteration 13Q: 3 clusters Score -479109.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -479177.062500 Penalty: 4116.815918
	Iteration 14Q: 3 clusters Score -479177.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -479251.625000 Penalty: 4116.815918
	Iteration 15Q: 3 clusters Score -479251.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -479311.875000 Penalty: 4116.815918
	Iteration 16Q: 3 clusters Score -479311.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -479371.562500 Penalty: 4116.815918
	Iteration 17Q: 3 clusters Score -479371.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -479426.843750 Penalty: 4116.815918
	Iteration 18Q: 3 clusters Score -479426.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -479475.250000 Penalty: 4116.815918
	Iteration 19Q: 3 clusters Score -479475.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -479519.250000 Penalty: 4116.815918
	Iteration 20F: 3 clusters Score -479519.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -479552.250000 Penalty: 4116.815918
	Iteration 21Q: 3 clusters Score -479552.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -479573.218750 Penalty: 4116.815918
	Iteration 22Q: 3 clusters Score -479573.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -479591.031250 Penalty: 4116.815918
	Iteration 23Q: 3 clusters Score -479591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -479607.437500 Penalty: 4116.815918
	Iteration 24Q: 3 clusters Score -479607.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -479619.000000 Penalty: 4116.815918
	Iteration 25Q: 3 clusters Score -479619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -479629.093750 Penalty: 4116.815918
	Iteration 26Q: 3 clusters Score -479629.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -479640.937500 Penalty: 4116.815918
	Iteration 27Q: 3 clusters Score -479640.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -479649.531250 Penalty: 4116.815918
	Iteration 28Q: 3 clusters Score -479649.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -479654.625000 Penalty: 4116.815918
	Iteration 29Q: 3 clusters Score -479654.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -479658.375000 Penalty: 4116.815918
	Iteration 30Q: 3 clusters Score -479658.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -479665.750000 Penalty: 4116.815918
	Iteration 31Q: 3 clusters Score -479665.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -479672.250000 Penalty: 4116.815918
	Iteration 32Q: 3 clusters Score -479672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -479675.187500 Penalty: 4116.815918
	Iteration 33Q: 3 clusters Score -479675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -479679.937500 Penalty: 4116.815918
	Iteration 34Q: 3 clusters Score -479679.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -479685.906250 Penalty: 4116.815918
	Iteration 35Q: 3 clusters Score -479685.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -479689.218750 Penalty: 4116.815918
	Iteration 36Q: 3 clusters Score -479689.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -479691.156250 Penalty: 4116.815918
	Iteration 37Q: 3 clusters Score -479691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -479694.093750 Penalty: 4116.815918
	Iteration 38Q: 3 clusters Score -479694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -479696.312500 Penalty: 4116.815918
	Iteration 39Q: 3 clusters Score -479696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -479697.593750 Penalty: 4116.815918
	Iteration 40F: 3 clusters Score -479697.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -479699.531250 Penalty: 4116.815918
	Iteration 41Q: 3 clusters Score -479699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -479701.437500 Penalty: 4116.815918
	Iteration 42Q: 3 clusters Score -479701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -479702.343750 Penalty: 4116.815918
	Iteration 43Q: 3 clusters Score -479702.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -479702.718750 Penalty: 4116.815918
	Iteration 44Q: 3 clusters Score -479702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -479704.375000 Penalty: 4116.815918
	Iteration 45Q: 3 clusters Score -479704.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -479708.656250 Penalty: 4116.815918
	Iteration 46Q: 3 clusters Score -479708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -479710.750000 Penalty: 4116.815918
	Iteration 47Q: 3 clusters Score -479710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -479711.687500 Penalty: 4116.815918
	Iteration 48Q: 3 clusters Score -479711.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -479714.312500 Penalty: 4116.815918
	Iteration 49Q: 3 clusters Score -479714.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -479717.593750 Penalty: 4116.815918
	Iteration 50Q: 3 clusters Score -479717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -479720.781250 Penalty: 4116.815918
	Iteration 51Q: 3 clusters Score -479720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -479722.218750 Penalty: 4116.815918
	Iteration 52Q: 3 clusters Score -479722.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -479725.343750 Penalty: 4116.815918
	Iteration 53Q: 3 clusters Score -479725.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -479728.750000 Penalty: 4116.815918
	Iteration 54Q: 3 clusters Score -479728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -479730.875000 Penalty: 4116.815918
	Iteration 55Q: 3 clusters Score -479730.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -479730.875000 Penalty: 4116.815918
	Iteration 56F: 3 clusters Score -479730.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Entering Unmasked Estep 
Score: -666958.312500 Penalty: 2172.242188
	Iteration 0F: 2 clusters Score -666958.3 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 3206 members 
Entering Unmasked Estep 
Score: -661678.125000 Penalty: 4344.484375
	Iteration 0F: 3 clusters Score -661678.1 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -663459.000000 Penalty: 4344.484375
	Iteration 1F: 3 clusters Score -663459 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -664051.875000 Penalty: 4344.484375
	Iteration 2F: 3 clusters Score -664051.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -664553.312500 Penalty: 4344.484375
	Iteration 3F: 3 clusters Score -664553.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -665063.750000 Penalty: 4344.484375
	Iteration 4F: 3 clusters Score -665063.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -665478.375000 Penalty: 4344.484375
	Iteration 5F: 3 clusters Score -665478.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -665759.562500 Penalty: 4344.484375
	Iteration 6Q: 3 clusters Score -665759.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -665957.937500 Penalty: 4344.484375
	Iteration 7Q: 3 clusters Score -665957.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -666063.625000 Penalty: 4344.484375
	Iteration 8Q: 3 clusters Score -666063.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -666128.500000 Penalty: 4344.484375
	Iteration 9Q: 3 clusters Score -666128.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -666166.750000 Penalty: 4344.484375
	Iteration 10Q: 3 clusters Score -666166.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -666199.312500 Penalty: 4344.484375
	Iteration 11Q: 3 clusters Score -666199.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -666213.375000 Penalty: 4344.484375
	Iteration 12Q: 3 clusters Score -666213.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -666231.562500 Penalty: 4344.484375
	Iteration 13Q: 3 clusters Score -666231.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -666248.812500 Penalty: 4344.484375
	Iteration 14Q: 3 clusters Score -666248.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -666263.812500 Penalty: 4344.484375
	Iteration 15Q: 3 clusters Score -666263.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -666273.437500 Penalty: 4344.484375
	Iteration 16Q: 3 clusters Score -666273.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -666285.437500 Penalty: 4344.484375
	Iteration 17Q: 3 clusters Score -666285.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -666301.562500 Penalty: 4344.484375
	Iteration 18Q: 3 clusters Score -666301.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -666318.000000 Penalty: 4344.484375
	Iteration 19Q: 3 clusters Score -666318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -666328.375000 Penalty: 4344.484375
	Iteration 20F: 3 clusters Score -666328.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -666336.562500 Penalty: 4344.484375
	Iteration 21Q: 3 clusters Score -666336.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -666342.687500 Penalty: 4344.484375
	Iteration 22Q: 3 clusters Score -666342.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -666347.500000 Penalty: 4344.484375
	Iteration 23Q: 3 clusters Score -666347.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -666349.625000 Penalty: 4344.484375
	Iteration 24Q: 3 clusters Score -666349.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -666351.062500 Penalty: 4344.484375
	Iteration 25Q: 3 clusters Score -666351.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -666353.687500 Penalty: 4344.484375
	Iteration 26Q: 3 clusters Score -666353.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -666356.375000 Penalty: 4344.484375
	Iteration 27Q: 3 clusters Score -666356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -666356.437500 Penalty: 4344.484375
	Iteration 28Q: 3 clusters Score -666356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -666357.937500 Penalty: 4344.484375
	Iteration 29Q: 3 clusters Score -666357.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -666359.500000 Penalty: 4344.484375
	Iteration 30Q: 3 clusters Score -666359.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -666360.875000 Penalty: 4344.484375
	Iteration 31Q: 3 clusters Score -666360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -666361.937500 Penalty: 4344.484375
	Iteration 32Q: 3 clusters Score -666361.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -666362.000000 Penalty: 4344.484375
	Iteration 33Q: 3 clusters Score -666362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -666362.937500 Penalty: 4344.484375
	Iteration 34Q: 3 clusters Score -666362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -666361.750000 Penalty: 4344.484375
	Iteration 35Q: 3 clusters Score -666361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -666362.500000 Penalty: 4344.484375
	Iteration 36Q: 3 clusters Score -666362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -666362.500000 Penalty: 4344.484375
	Iteration 37F: 3 clusters Score -666362.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -118846.335938 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -118846.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -116861.289062 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -116861.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -117146.679688 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -117146.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117225.054688 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -117225.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117266.250000 Penalty: 3449.973877
	Iteration 3Q: 3 clusters Score -117266.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117297.460938 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -117297.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117326.492188 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -117326.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117342.695312 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -117342.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117352.585938 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -117352.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -117361.921875 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -117361.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117366.992188 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -117367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117371.375000 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -117371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117374.734375 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -117374.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117378.632812 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -117378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117381.578125 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -117381.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -117386.398438 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -117386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117389.929688 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -117389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117393.656250 Penalty: 3449.973877
	Iteration 16Q: 3 clusters Score -117393.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117394.234375 Penalty: 3449.973877
	Iteration 17Q: 3 clusters Score -117394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117394.234375 Penalty: 3449.973877
	Iteration 18F: 3 clusters Score -117394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Entering Unmasked Estep 
Score: -1938152.000000 Penalty: 2404.188477
	Iteration 0F: 2 clusters Score -1938152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1926427.625000 Penalty: 4808.376953
	Iteration 0F: 3 clusters Score -1926428 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1930331.125000 Penalty: 4808.376953
	Iteration 1F: 3 clusters Score -1930331 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1930756.000000 Penalty: 4808.376953
	Iteration 2F: 3 clusters Score -1930756 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1931112.625000 Penalty: 4808.376953
	Iteration 3F: 3 clusters Score -1931113 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1931426.250000 Penalty: 4808.376953
	Iteration 4Q: 3 clusters Score -1931426 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1931708.500000 Penalty: 4808.376953
	Iteration 5Q: 3 clusters Score -1931708 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1932038.000000 Penalty: 4808.376953
	Iteration 6Q: 3 clusters Score -1932038 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1932458.125000 Penalty: 4808.376953
	Iteration 7Q: 3 clusters Score -1932458 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1932926.750000 Penalty: 4808.376953
	Iteration 8Q: 3 clusters Score -1932927 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1933460.875000 Penalty: 4808.376953
	Iteration 9Q: 3 clusters Score -1933461 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1933891.375000 Penalty: 4808.376953
	Iteration 10Q: 3 clusters Score -1933891 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1934265.500000 Penalty: 4808.376953
	Iteration 11Q: 3 clusters Score -1934266 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1934564.250000 Penalty: 4808.376953
	Iteration 12Q: 3 clusters Score -1934564 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1934820.875000 Penalty: 4808.376953
	Iteration 13Q: 3 clusters Score -1934821 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1935019.125000 Penalty: 4808.376953
	Iteration 14Q: 3 clusters Score -1935019 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1935161.625000 Penalty: 4808.376953
	Iteration 15Q: 3 clusters Score -1935162 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1935275.000000 Penalty: 4808.376953
	Iteration 16Q: 3 clusters Score -1935275 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1935385.750000 Penalty: 4808.376953
	Iteration 17Q: 3 clusters Score -1935386 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1935489.250000 Penalty: 4808.376953
	Iteration 18Q: 3 clusters Score -1935489 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1935585.250000 Penalty: 4808.376953
	Iteration 19Q: 3 clusters Score -1935585 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1935658.625000 Penalty: 4808.376953
	Iteration 20F: 3 clusters Score -1935659 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1935716.000000 Penalty: 4808.376953
	Iteration 21Q: 3 clusters Score -1935716 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1935790.875000 Penalty: 4808.376953
	Iteration 22Q: 3 clusters Score -1935791 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1935850.750000 Penalty: 4808.376953
	Iteration 23Q: 3 clusters Score -1935851 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1935906.500000 Penalty: 4808.376953
	Iteration 24Q: 3 clusters Score -1935906 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1935975.250000 Penalty: 4808.376953
	Iteration 25Q: 3 clusters Score -1935975 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1936037.375000 Penalty: 4808.376953
	Iteration 26Q: 3 clusters Score -1936037 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1936099.750000 Penalty: 4808.376953
	Iteration 27Q: 3 clusters Score -1936100 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1936152.375000 Penalty: 4808.376953
	Iteration 28Q: 3 clusters Score -1936152 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1936197.375000 Penalty: 4808.376953
	Iteration 29Q: 3 clusters Score -1936197 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1936243.750000 Penalty: 4808.376953
	Iteration 30Q: 3 clusters Score -1936244 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1936269.875000 Penalty: 4808.376953
	Iteration 31Q: 3 clusters Score -1936270 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1936283.875000 Penalty: 4808.376953
	Iteration 32Q: 3 clusters Score -1936284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1936293.375000 Penalty: 4808.376953
	Iteration 33Q: 3 clusters Score -1936293 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1936299.000000 Penalty: 4808.376953
	Iteration 34Q: 3 clusters Score -1936299 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1936303.875000 Penalty: 4808.376953
	Iteration 35Q: 3 clusters Score -1936304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1936317.875000 Penalty: 4808.376953
	Iteration 36Q: 3 clusters Score -1936318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1936327.125000 Penalty: 4808.376953
	Iteration 37Q: 3 clusters Score -1936327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1936328.625000 Penalty: 4808.376953
	Iteration 38Q: 3 clusters Score -1936329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1936336.375000 Penalty: 4808.376953
	Iteration 39Q: 3 clusters Score -1936336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1936340.750000 Penalty: 4808.376953
	Iteration 40F: 3 clusters Score -1936341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1936347.375000 Penalty: 4808.376953
	Iteration 41Q: 3 clusters Score -1936347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1936356.000000 Penalty: 4808.376953
	Iteration 42Q: 3 clusters Score -1936356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1936363.125000 Penalty: 4808.376953
	Iteration 43Q: 3 clusters Score -1936363 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1936367.750000 Penalty: 4808.376953
	Iteration 44Q: 3 clusters Score -1936368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1936368.750000 Penalty: 4808.376953
	Iteration 45Q: 3 clusters Score -1936369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1936371.875000 Penalty: 4808.376953
	Iteration 46Q: 3 clusters Score -1936372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1936380.000000 Penalty: 4808.376953
	Iteration 47Q: 3 clusters Score -1936380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1936384.375000 Penalty: 4808.376953
	Iteration 48Q: 3 clusters Score -1936384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1936387.500000 Penalty: 4808.376953
	Iteration 49Q: 3 clusters Score -1936388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1936389.625000 Penalty: 4808.376953
	Iteration 50Q: 3 clusters Score -1936390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1936388.125000 Penalty: 4808.376953
	Iteration 51Q: 3 clusters Score -1936388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1936389.375000 Penalty: 4808.376953
	Iteration 52Q: 3 clusters Score -1936389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1936386.250000 Penalty: 4808.376953
	Iteration 53Q: 3 clusters Score -1936386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1936390.750000 Penalty: 4808.376953
	Iteration 54Q: 3 clusters Score -1936391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1936395.250000 Penalty: 4808.376953
	Iteration 55Q: 3 clusters Score -1936395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1936398.000000 Penalty: 4808.376953
	Iteration 56Q: 3 clusters Score -1936398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1936395.500000 Penalty: 4808.376953
	Iteration 57Q: 3 clusters Score -1936396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1936398.625000 Penalty: 4808.376953
	Iteration 58Q: 3 clusters Score -1936399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1936399.750000 Penalty: 4808.376953
	Iteration 59Q: 3 clusters Score -1936400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1936401.625000 Penalty: 4808.376953
	Iteration 60F: 3 clusters Score -1936402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1936400.625000 Penalty: 4808.376953
	Iteration 61Q: 3 clusters Score -1936401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1936401.000000 Penalty: 4808.376953
	Iteration 62Q: 3 clusters Score -1936401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1936400.500000 Penalty: 4808.376953
	Iteration 63Q: 3 clusters Score -1936400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1936400.125000 Penalty: 4808.376953
	Iteration 64Q: 3 clusters Score -1936400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1936400.125000 Penalty: 4808.376953
	Iteration 65F: 3 clusters Score -1936400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -151267.296875 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -151267.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -149338.750000 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -149338.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -149662.015625 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -149662 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -149828.187500 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -149828.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -149975.218750 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -149975.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -150133.375000 Penalty: 3416.731934
	Iteration 4F: 3 clusters Score -150133.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -150385.328125 Penalty: 3416.731934
	Iteration 5F: 3 clusters Score -150385.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -150659.156250 Penalty: 3416.731934
	Iteration 6F: 3 clusters Score -150659.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -150795.968750 Penalty: 3416.731934
	Iteration 7F: 3 clusters Score -150796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -150948.203125 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -150948.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -151096.515625 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -151096.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -151294.843750 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -151294.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -151384.281250 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -151384.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -151414.234375 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -151414.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -151433.203125 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -151433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -151442.921875 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -151442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -151448.125000 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -151448.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -151450.312500 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -151450.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -151456.062500 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -151456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -151460.953125 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -151461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -151464.343750 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -151464.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -151464.421875 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -151464.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235277 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75875 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12681 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 372 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94226 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41937 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16280 members 
Mstep: Class 34 contains 15546 members 
Mstep: Class 35 contains 96457 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6768 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12811 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6778 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16042 members 
Mstep: Class 61 contains 28787 members 
Mstep: Class 62 contains 32575 members 
Mstep: Class 63 contains 92124 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Mstep: Class 82 contains 609 members 
Entering Unmasked Estep 
Score: -154539168.000000 Penalty: 286492.562500
Splitting cluster 25 changes total score from -154540944.000000 to -154539168.000000
So it's not getting split.
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: -775163.812500 Penalty: 2175.184326
	Iteration 0F: 2 clusters Score -775163.8 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 3253 members 
Entering Unmasked Estep 
Score: -769729.437500 Penalty: 4350.368652
	Iteration 0F: 3 clusters Score -769729.4 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -771099.125000 Penalty: 4350.368652
	Iteration 1F: 3 clusters Score -771099.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -771349.437500 Penalty: 4350.368652
	Iteration 2F: 3 clusters Score -771349.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -771504.250000 Penalty: 4350.368652
	Iteration 3Q: 3 clusters Score -771504.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -771611.250000 Penalty: 4350.368652
	Iteration 4Q: 3 clusters Score -771611.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -771672.750000 Penalty: 4350.368652
	Iteration 5Q: 3 clusters Score -771672.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -771713.375000 Penalty: 4350.368652
	Iteration 6Q: 3 clusters Score -771713.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -771747.812500 Penalty: 4350.368652
	Iteration 7Q: 3 clusters Score -771747.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -771778.125000 Penalty: 4350.368652
	Iteration 8Q: 3 clusters Score -771778.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -771802.875000 Penalty: 4350.368652
	Iteration 9Q: 3 clusters Score -771802.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -771834.750000 Penalty: 4350.368652
	Iteration 10Q: 3 clusters Score -771834.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -771862.812500 Penalty: 4350.368652
	Iteration 11Q: 3 clusters Score -771862.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -771898.687500 Penalty: 4350.368652
	Iteration 12Q: 3 clusters Score -771898.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -771927.812500 Penalty: 4350.368652
	Iteration 13Q: 3 clusters Score -771927.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -771960.437500 Penalty: 4350.368652
	Iteration 14Q: 3 clusters Score -771960.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -771998.062500 Penalty: 4350.368652
	Iteration 15Q: 3 clusters Score -771998.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -772026.937500 Penalty: 4350.368652
	Iteration 16Q: 3 clusters Score -772026.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -772060.125000 Penalty: 4350.368652
	Iteration 17Q: 3 clusters Score -772060.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -772097.812500 Penalty: 4350.368652
	Iteration 18Q: 3 clusters Score -772097.8 nChanged 106
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: -772136.625000 Penalty: 4350.368652
	Iteration 19Q: 3 clusters Score -772136.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -772189.562500 Penalty: 4350.368652
	Iteration 20F: 3 clusters Score -772189.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -772246.312500 Penalty: 4350.368652
	Iteration 21Q: 3 clusters Score -772246.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -772315.250000 Penalty: 4350.368652
	Iteration 22Q: 3 clusters Score -772315.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -772391.375000 Penalty: 4350.368652
	Iteration 23Q: 3 clusters Score -772391.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -772454.687500 Penalty: 4350.368652
	Iteration 24Q: 3 clusters Score -772454.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -772529.750000 Penalty: 4350.368652
	Iteration 25Q: 3 clusters Score -772529.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -772596.000000 Penalty: 4350.368652
	Iteration 26Q: 3 clusters Score -772596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -772656.187500 Penalty: 4350.368652
	Iteration 27Q: 3 clusters Score -772656.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -772718.187500 Penalty: 4350.368652
	Iteration 28Q: 3 clusters Score -772718.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -772791.375000 Penalty: 4350.368652
	Iteration 29Q: 3 clusters Score -772791.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -772869.875000 Penalty: 4350.368652
	Iteration 30Q: 3 clusters Score -772869.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -772964.500000 Penalty: 4350.368652
	Iteration 31Q: 3 clusters Score -772964.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -773058.937500 Penalty: 4350.368652
	Iteration 32Q: 3 clusters Score -773058.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -773132.625000 Penalty: 4350.368652
	Iteration 33Q: 3 clusters Score -773132.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -773209.875000 Penalty: 4350.368652
	Iteration 34Q: 3 clusters Score -773209.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -773278.375000 Penalty: 4350.368652
	Iteration 35Q: 3 clusters Score -773278.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -773354.750000 Penalty: 4350.368652
	Iteration 36Q: 3 clusters Score -773354.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -773408.312500 Penalty: 4350.368652
	Iteration 37Q: 3 clusters Score -773408.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -773433.312500 Penalty: 4350.368652
	Iteration 38Q: 3 clusters Score -773433.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -773450.000000 Penalty: 4350.368652
	Iteration 39Q: 3 clusters Score -773450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -773459.312500 Penalty: 4350.368652
	Iteration 40F: 3 clusters Score -773459.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -773476.312500 Penalty: 4350.368652
	Iteration 41Q: 3 clusters Score -773476.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -773489.937500 Penalty: 4350.368652
	Iteration 42Q: 3 clusters Score -773489.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -773506.750000 Penalty: 4350.368652
	Iteration 43Q: 3 clusters Score -773506.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -773523.125000 Penalty: 4350.368652
	Iteration 44Q: 3 clusters Score -773523.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -773531.312500 Penalty: 4350.368652
	Iteration 45Q: 3 clusters Score -773531.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -773539.000000 Penalty: 4350.368652
	Iteration 46Q: 3 clusters Score -773539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -773548.187500 Penalty: 4350.368652
	Iteration 47Q: 3 clusters Score -773548.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -773560.875000 Penalty: 4350.368652
	Iteration 48Q: 3 clusters Score -773560.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -773567.000000 Penalty: 4350.368652
	Iteration 49Q: 3 clusters Score -773567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -773574.000000 Penalty: 4350.368652
	Iteration 50Q: 3 clusters Score -773574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -773577.125000 Penalty: 4350.368652
	Iteration 51Q: 3 clusters Score -773577.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -773581.125000 Penalty: 4350.368652
	Iteration 52Q: 3 clusters Score -773581.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -773582.687500 Penalty: 4350.368652
	Iteration 53Q: 3 clusters Score -773582.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -773586.812500 Penalty: 4350.368652
	Iteration 54Q: 3 clusters Score -773586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -773588.687500 Penalty: 4350.368652
	Iteration 55Q: 3 clusters Score -773588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -773588.875000 Penalty: 4350.368652
	Iteration 56Q: 3 clusters Score -773588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -773591.375000 Penalty: 4350.368652
	Iteration 57Q: 3 clusters Score -773591.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -773593.500000 Penalty: 4350.368652
	Iteration 58Q: 3 clusters Score -773593.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -773596.437500 Penalty: 4350.368652
	Iteration 59Q: 3 clusters Score -773596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -773596.500000 Penalty: 4350.368652
	Iteration 60F: 3 clusters Score -773596.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -773597.312500 Penalty: 4350.368652
	Iteration 61Q: 3 clusters Score -773597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -773597.312500 Penalty: 4350.368652
	Iteration 62Q: 3 clusters Score -773597.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -773598.250000 Penalty: 4350.368652
	Iteration 63Q: 3 clusters Score -773598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -773599.687500 Penalty: 4350.368652
	Iteration 64Q: 3 clusters Score -773599.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -773601.937500 Penalty: 4350.368652
	Iteration 65Q: 3 clusters Score -773601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -773603.000000 Penalty: 4350.368652
	Iteration 66Q: 3 clusters Score -773603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -773601.875000 Penalty: 4350.368652
	Iteration 67Q: 3 clusters Score -773601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -773602.750000 Penalty: 4350.368652
	Iteration 68Q: 3 clusters Score -773602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -773603.812500 Penalty: 4350.368652
	Iteration 69Q: 3 clusters Score -773603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -773604.875000 Penalty: 4350.368652
	Iteration 70Q: 3 clusters Score -773604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -773604.437500 Penalty: 4350.368652
	Iteration 71Q: 3 clusters Score -773604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -773604.437500 Penalty: 4350.368652
	Iteration 72F: 3 clusters Score -773604.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Entering Unmasked Estep 
Score: -2162205.250000 Penalty: 2421.869873
	Iteration 0F: 2 clusters Score -2162205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2149794.250000 Penalty: 4843.739746
	Iteration 0F: 3 clusters Score -2149794 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2154073.500000 Penalty: 4843.739746
	Iteration 1F: 3 clusters Score -2154074 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2154726.500000 Penalty: 4843.739746
	Iteration 2F: 3 clusters Score -2154726 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2155478.500000 Penalty: 4843.739746
	Iteration 3F: 3 clusters Score -2155478 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2156395.250000 Penalty: 4843.739746
	Iteration 4F: 3 clusters Score -2156395 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2157351.750000 Penalty: 4843.739746
	Iteration 5F: 3 clusters Score -2157352 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2158072.500000 Penalty: 4843.739746
	Iteration 6F: 3 clusters Score -2158072 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2158591.750000 Penalty: 4843.739746
	Iteration 7F: 3 clusters Score -2158592 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2158978.250000 Penalty: 4843.739746
	Iteration 8Q: 3 clusters Score -2158978 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2159187.000000 Penalty: 4843.739746
	Iteration 9Q: 3 clusters Score -2159187 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2159293.250000 Penalty: 4843.739746
	Iteration 10Q: 3 clusters Score -2159293 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2159370.000000 Penalty: 4843.739746
	Iteration 11Q: 3 clusters Score -2159370 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2159426.750000 Penalty: 4843.739746
	Iteration 12Q: 3 clusters Score -2159427 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2159457.000000 Penalty: 4843.739746
	Iteration 13Q: 3 clusters Score -2159457 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2159475.750000 Penalty: 4843.739746
	Iteration 14Q: 3 clusters Score -2159476 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2159497.750000 Penalty: 4843.739746
	Iteration 15Q: 3 clusters Score -2159498 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2159516.500000 Penalty: 4843.739746
	Iteration 16Q: 3 clusters Score -2159516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2159526.000000 Penalty: 4843.739746
	Iteration 17Q: 3 clusters Score -2159526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2159525.500000 Penalty: 4843.739746
	Iteration 18Q: 3 clusters Score -2159526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2159530.500000 Penalty: 4843.739746
	Iteration 19Q: 3 clusters Score -2159530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2159532.250000 Penalty: 4843.739746
	Iteration 20F: 3 clusters Score -2159532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2159534.000000 Penalty: 4843.739746
	Iteration 21Q: 3 clusters Score -2159534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2159535.750000 Penalty: 4843.739746
	Iteration 22Q: 3 clusters Score -2159536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2159541.500000 Penalty: 4843.739746
	Iteration 23Q: 3 clusters Score -2159542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2159549.250000 Penalty: 4843.739746
	Iteration 24Q: 3 clusters Score -2159549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2159554.500000 Penalty: 4843.739746
	Iteration 25Q: 3 clusters Score -2159554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2159554.000000 Penalty: 4843.739746
	Iteration 26Q: 3 clusters Score -2159554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2159563.250000 Penalty: 4843.739746
	Iteration 27Q: 3 clusters Score -2159563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2159562.750000 Penalty: 4843.739746
	Iteration 28Q: 3 clusters Score -2159563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2159566.750000 Penalty: 4843.739746
	Iteration 29Q: 3 clusters Score -2159567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2159572.750000 Penalty: 4843.739746
	Iteration 30Q: 3 clusters Score -2159573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2159570.500000 Penalty: 4843.739746
	Iteration 31Q: 3 clusters Score -2159570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2159573.000000 Penalty: 4843.739746
	Iteration 32Q: 3 clusters Score -2159573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2159577.000000 Penalty: 4843.739746
	Iteration 33Q: 3 clusters Score -2159577 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2159581.750000 Penalty: 4843.739746
	Iteration 34Q: 3 clusters Score -2159582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2159583.500000 Penalty: 4843.739746
	Iteration 35Q: 3 clusters Score -2159584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2159581.500000 Penalty: 4843.739746
	Iteration 36Q: 3 clusters Score -2159582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2159590.250000 Penalty: 4843.739746
	Iteration 37Q: 3 clusters Score -2159590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2159599.000000 Penalty: 4843.739746
	Iteration 38Q: 3 clusters Score -2159599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2159599.500000 Penalty: 4843.739746
	Iteration 39Q: 3 clusters Score -2159600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2159603.250000 Penalty: 4843.739746
	Iteration 40F: 3 clusters Score -2159603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2159606.500000 Penalty: 4843.739746
	Iteration 41Q: 3 clusters Score -2159606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2159611.250000 Penalty: 4843.739746
	Iteration 42Q: 3 clusters Score -2159611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2159610.750000 Penalty: 4843.739746
	Iteration 43Q: 3 clusters Score -2159611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2159617.250000 Penalty: 4843.739746
	Iteration 44Q: 3 clusters Score -2159617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2159620.750000 Penalty: 4843.739746
	Iteration 45Q: 3 clusters Score -2159621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2159620.250000 Penalty: 4843.739746
	Iteration 46Q: 3 clusters Score -2159620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2159619.500000 Penalty: 4843.739746
	Iteration 47Q: 3 clusters Score -2159620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2159622.500000 Penalty: 4843.739746
	Iteration 48Q: 3 clusters Score -2159622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2159618.750000 Penalty: 4843.739746
	Iteration 49Q: 3 clusters Score -2159619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2159619.250000 Penalty: 4843.739746
	Iteration 50Q: 3 clusters Score -2159619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2159618.500000 Penalty: 4843.739746
	Iteration 51Q: 3 clusters Score -2159618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2159621.500000 Penalty: 4843.739746
	Iteration 52Q: 3 clusters Score -2159622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2159614.250000 Penalty: 4843.739746
	Iteration 53Q: 3 clusters Score -2159614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2159617.500000 Penalty: 4843.739746
	Iteration 54Q: 3 clusters Score -2159618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2159616.500000 Penalty: 4843.739746
	Iteration 55Q: 3 clusters Score -2159616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2159619.500000 Penalty: 4843.739746
	Iteration 56Q: 3 clusters Score -2159620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2159627.500000 Penalty: 4843.739746
	Iteration 57Q: 3 clusters Score -2159628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2159629.750000 Penalty: 4843.739746
	Iteration 58Q: 3 clusters Score -2159630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2159626.750000 Penalty: 4843.739746
	Iteration 59Q: 3 clusters Score -2159627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2159627.000000 Penalty: 4843.739746
	Iteration 60F: 3 clusters Score -2159627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2159632.000000 Penalty: 4843.739746
	Iteration 61Q: 3 clusters Score -2159632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2159630.750000 Penalty: 4843.739746
	Iteration 62Q: 3 clusters Score -2159631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2159630.500000 Penalty: 4843.739746
	Iteration 63Q: 3 clusters Score -2159630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2159634.500000 Penalty: 4843.739746
	Iteration 64Q: 3 clusters Score -2159634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2159635.750000 Penalty: 4843.739746
	Iteration 65Q: 3 clusters Score -2159636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2159637.250000 Penalty: 4843.739746
	Iteration 66Q: 3 clusters Score -2159637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2159635.500000 Penalty: 4843.739746
	Iteration 67Q: 3 clusters Score -2159636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2159637.250000 Penalty: 4843.739746
	Iteration 68Q: 3 clusters Score -2159637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2159638.750000 Penalty: 4843.739746
	Iteration 69Q: 3 clusters Score -2159639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2159639.250000 Penalty: 4843.739746
	Iteration 70Q: 3 clusters Score -2159639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2159638.750000 Penalty: 4843.739746
	Iteration 71Q: 3 clusters Score -2159639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2159635.500000 Penalty: 4843.739746
	Iteration 72Q: 3 clusters Score -2159636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2159636.250000 Penalty: 4843.739746
	Iteration 73Q: 3 clusters Score -2159636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2159634.500000 Penalty: 4843.739746
	Iteration 74Q: 3 clusters Score -2159634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2159635.750000 Penalty: 4843.739746
	Iteration 75Q: 3 clusters Score -2159636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2159638.750000 Penalty: 4843.739746
	Iteration 76Q: 3 clusters Score -2159639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2159640.000000 Penalty: 4843.739746
	Iteration 77Q: 3 clusters Score -2159640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2159640.750000 Penalty: 4843.739746
	Iteration 78Q: 3 clusters Score -2159641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2159637.750000 Penalty: 4843.739746
	Iteration 79Q: 3 clusters Score -2159638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2159639.750000 Penalty: 4843.739746
	Iteration 80F: 3 clusters Score -2159640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2159640.500000 Penalty: 4843.739746
	Iteration 81Q: 3 clusters Score -2159640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2159639.000000 Penalty: 4843.739746
	Iteration 82Q: 3 clusters Score -2159639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2159640.000000 Penalty: 4843.739746
	Iteration 83Q: 3 clusters Score -2159640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2159640.000000 Penalty: 4843.739746
	Iteration 84F: 3 clusters Score -2159640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -264821.906250 Penalty: 1915.443481
	Iteration 0F: 2 clusters Score -264821.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -262055.593750 Penalty: 3830.886963
	Iteration 0F: 3 clusters Score -262055.6 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -262677.250000 Penalty: 3830.886963
	Iteration 1F: 3 clusters Score -262677.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -262922.750000 Penalty: 3830.886963
	Iteration 2F: 3 clusters Score -262922.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -263101.375000 Penalty: 3830.886963
	Iteration 3F: 3 clusters Score -263101.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -263215.531250 Penalty: 3830.886963
	Iteration 4F: 3 clusters Score -263215.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -263298.468750 Penalty: 3830.886963
	Iteration 5Q: 3 clusters Score -263298.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -263356.500000 Penalty: 3830.886963
	Iteration 6Q: 3 clusters Score -263356.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -263411.156250 Penalty: 3830.886963
	Iteration 7Q: 3 clusters Score -263411.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -263471.687500 Penalty: 3830.886963
	Iteration 8Q: 3 clusters Score -263471.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -263524.093750 Penalty: 3830.886963
	Iteration 9Q: 3 clusters Score -263524.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -263567.812500 Penalty: 3830.886963
	Iteration 10Q: 3 clusters Score -263567.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -263613.031250 Penalty: 3830.886963
	Iteration 11Q: 3 clusters Score -263613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -263634.125000 Penalty: 3830.886963
	Iteration 12Q: 3 clusters Score -263634.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -263656.375000 Penalty: 3830.886963
	Iteration 13Q: 3 clusters Score -263656.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -263667.031250 Penalty: 3830.886963
	Iteration 14Q: 3 clusters Score -263667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -263673.750000 Penalty: 3830.886963
	Iteration 15Q: 3 clusters Score -263673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -263678.375000 Penalty: 3830.886963
	Iteration 16Q: 3 clusters Score -263678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -263683.343750 Penalty: 3830.886963
	Iteration 17Q: 3 clusters Score -263683.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -263686.375000 Penalty: 3830.886963
	Iteration 18Q: 3 clusters Score -263686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -263688.500000 Penalty: 3830.886963
	Iteration 19Q: 3 clusters Score -263688.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -263692.250000 Penalty: 3830.886963
	Iteration 20F: 3 clusters Score -263692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -263698.843750 Penalty: 3830.886963
	Iteration 21Q: 3 clusters Score -263698.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -263705.875000 Penalty: 3830.886963
	Iteration 22Q: 3 clusters Score -263705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -263711.031250 Penalty: 3830.886963
	Iteration 23Q: 3 clusters Score -263711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -263711.718750 Penalty: 3830.886963
	Iteration 24Q: 3 clusters Score -263711.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -263711.718750 Penalty: 3830.886963
	Iteration 25F: 3 clusters Score -263711.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (94226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Entering Unmasked Estep 
Score: -11452158.000000 Penalty: 2840.455811
	Iteration 0F: 2 clusters Score -1.145216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -11389128.000000 Penalty: 5680.911621
	Iteration 0F: 3 clusters Score -1.138913e+07 nChanged 44389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -11414545.000000 Penalty: 5680.911621
	Iteration 1F: 3 clusters Score -1.141454e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -11415747.000000 Penalty: 5680.911621
	Iteration 2Q: 3 clusters Score -1.141575e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -11417321.000000 Penalty: 5680.911621
	Iteration 3Q: 3 clusters Score -1.141732e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -11419819.000000 Penalty: 5680.911621
	Iteration 4F: 3 clusters Score -1.141982e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -11423761.000000 Penalty: 5680.911621
	Iteration 5F: 3 clusters Score -1.142376e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -11429017.000000 Penalty: 5680.911621
	Iteration 6F: 3 clusters Score -1.142902e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -11435357.000000 Penalty: 5680.911621
	Iteration 7F: 3 clusters Score -1.143536e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -11441082.000000 Penalty: 5680.911621
	Iteration 8F: 3 clusters Score -1.144108e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -11445162.000000 Penalty: 5680.911621
	Iteration 9Q: 3 clusters Score -1.144516e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91763 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -11447477.000000 Penalty: 5680.911621
	Iteration 10Q: 3 clusters Score -1.144748e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11448702.000000 Penalty: 5680.911621
	Iteration 11Q: 3 clusters Score -1.14487e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93600 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11449202.000000 Penalty: 5680.911621
	Iteration 12Q: 3 clusters Score -1.14492e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93783 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11449403.000000 Penalty: 5680.911621
	Iteration 13Q: 3 clusters Score -1.14494e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11449508.000000 Penalty: 5680.911621
	Iteration 14Q: 3 clusters Score -1.144951e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93890 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -11449566.000000 Penalty: 5680.911621
	Iteration 15Q: 3 clusters Score -1.144957e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93906 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11449606.000000 Penalty: 5680.911621
	Iteration 16Q: 3 clusters Score -1.144961e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11449628.000000 Penalty: 5680.911621
	Iteration 17Q: 3 clusters Score -1.144963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93926 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -11449652.000000 Penalty: 5680.911621
	Iteration 18Q: 3 clusters Score -1.144965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93921 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -11449665.000000 Penalty: 5680.911621
	Iteration 19Q: 3 clusters Score -1.144966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -11449676.000000 Penalty: 5680.911621
	Iteration 20F: 3 clusters Score -1.144968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93918 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11449683.000000 Penalty: 5680.911621
	Iteration 21Q: 3 clusters Score -1.144968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93918 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11449690.000000 Penalty: 5680.911621
	Iteration 22Q: 3 clusters Score -1.144969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93918 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11449691.000000 Penalty: 5680.911621
	Iteration 23Q: 3 clusters Score -1.144969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11449684.000000 Penalty: 5680.911621
	Iteration 24Q: 3 clusters Score -1.144968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11449684.000000 Penalty: 5680.911621
	Iteration 25F: 3 clusters Score -1.144968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -545410.750000 Penalty: 2092.929443
	Iteration 0F: 2 clusters Score -545410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -541188.750000 Penalty: 4185.858887
	Iteration 0F: 3 clusters Score -541188.8 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -542220.750000 Penalty: 4185.858887
	Iteration 1F: 3 clusters Score -542220.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -542537.937500 Penalty: 4185.858887
	Iteration 2F: 3 clusters Score -542537.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -542834.937500 Penalty: 4185.858887
	Iteration 3F: 3 clusters Score -542834.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -543121.000000 Penalty: 4185.858887
	Iteration 4F: 3 clusters Score -543121 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -543402.312500 Penalty: 4185.858887
	Iteration 5F: 3 clusters Score -543402.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -543647.625000 Penalty: 4185.858887
	Iteration 6F: 3 clusters Score -543647.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -543824.000000 Penalty: 4185.858887
	Iteration 7Q: 3 clusters Score -543824 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -543972.437500 Penalty: 4185.858887
	Iteration 8Q: 3 clusters Score -543972.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -544094.125000 Penalty: 4185.858887
	Iteration 9Q: 3 clusters Score -544094.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -544198.750000 Penalty: 4185.858887
	Iteration 10Q: 3 clusters Score -544198.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -544281.437500 Penalty: 4185.858887
	Iteration 11Q: 3 clusters Score -544281.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -544372.250000 Penalty: 4185.858887
	Iteration 12Q: 3 clusters Score -544372.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -544492.750000 Penalty: 4185.858887
	Iteration 13Q: 3 clusters Score -544492.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -544672.687500 Penalty: 4185.858887
	Iteration 14Q: 3 clusters Score -544672.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -544919.312500 Penalty: 4185.858887
	Iteration 15Q: 3 clusters Score -544919.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -545091.437500 Penalty: 4185.858887
	Iteration 16Q: 3 clusters Score -545091.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -545189.375000 Penalty: 4185.858887
	Iteration 17Q: 3 clusters Score -545189.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -545239.625000 Penalty: 4185.858887
	Iteration 18Q: 3 clusters Score -545239.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -545256.937500 Penalty: 4185.858887
	Iteration 19Q: 3 clusters Score -545256.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -545263.125000 Penalty: 4185.858887
	Iteration 20F: 3 clusters Score -545263.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -545268.187500 Penalty: 4185.858887
	Iteration 21Q: 3 clusters Score -545268.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -545272.062500 Penalty: 4185.858887
	Iteration 22Q: 3 clusters Score -545272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -545275.437500 Penalty: 4185.858887
	Iteration 23Q: 3 clusters Score -545275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -545276.500000 Penalty: 4185.858887
	Iteration 24Q: 3 clusters Score -545276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -545277.687500 Penalty: 4185.858887
	Iteration 25Q: 3 clusters Score -545277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -545277.500000 Penalty: 4185.858887
	Iteration 26Q: 3 clusters Score -545277.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -545278.125000 Penalty: 4185.858887
	Iteration 27Q: 3 clusters Score -545278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -545278.875000 Penalty: 4185.858887
	Iteration 28Q: 3 clusters Score -545278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -545279.875000 Penalty: 4185.858887
	Iteration 29Q: 3 clusters Score -545279.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -545280.625000 Penalty: 4185.858887
	Iteration 30Q: 3 clusters Score -545280.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -545280.625000 Penalty: 4185.858887
	Iteration 31Q: 3 clusters Score -545280.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -545280.625000 Penalty: 4185.858887
	Iteration 32F: 3 clusters Score -545280.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (41937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Entering Unmasked Estep 
Score: -5072785.000000 Penalty: 2639.693115
	Iteration 0F: 2 clusters Score -5072785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -5044432.500000 Penalty: 5279.386230
	Iteration 0F: 3 clusters Score -5044432 nChanged 19203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -5055075.000000 Penalty: 5279.386230
	Iteration 1F: 3 clusters Score -5055075 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -5055840.500000 Penalty: 5279.386230
	Iteration 2Q: 3 clusters Score -5055840 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -5056679.500000 Penalty: 5279.386230
	Iteration 3Q: 3 clusters Score -5056680 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -5057545.000000 Penalty: 5279.386230
	Iteration 4Q: 3 clusters Score -5057545 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -5058532.500000 Penalty: 5279.386230
	Iteration 5F: 3 clusters Score -5058532 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -5059609.000000 Penalty: 5279.386230
	Iteration 6F: 3 clusters Score -5059609 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -5060882.000000 Penalty: 5279.386230
	Iteration 7F: 3 clusters Score -5060882 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -5062305.500000 Penalty: 5279.386230
	Iteration 8F: 3 clusters Score -5062306 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -5063924.000000 Penalty: 5279.386230
	Iteration 9F: 3 clusters Score -5063924 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -5065632.500000 Penalty: 5279.386230
	Iteration 10F: 3 clusters Score -5065632 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -5067103.000000 Penalty: 5279.386230
	Iteration 11Q: 3 clusters Score -5067103 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5068307.500000 Penalty: 5279.386230
	Iteration 12Q: 3 clusters Score -5068308 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5069164.000000 Penalty: 5279.386230
	Iteration 13Q: 3 clusters Score -5069164 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5069698.500000 Penalty: 5279.386230
	Iteration 14Q: 3 clusters Score -5069698 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5070008.500000 Penalty: 5279.386230
	Iteration 15Q: 3 clusters Score -5070008 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5070213.000000 Penalty: 5279.386230
	Iteration 16Q: 3 clusters Score -5070213 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5070340.000000 Penalty: 5279.386230
	Iteration 17Q: 3 clusters Score -5070340 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5070426.000000 Penalty: 5279.386230
	Iteration 18Q: 3 clusters Score -5070426 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5070478.500000 Penalty: 5279.386230
	Iteration 19Q: 3 clusters Score -5070478 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5070514.500000 Penalty: 5279.386230
	Iteration 20F: 3 clusters Score -5070514 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5070536.500000 Penalty: 5279.386230
	Iteration 21Q: 3 clusters Score -5070536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5070562.000000 Penalty: 5279.386230
	Iteration 22Q: 3 clusters Score -5070562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5070579.000000 Penalty: 5279.386230
	Iteration 23Q: 3 clusters Score -5070579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5070594.500000 Penalty: 5279.386230
	Iteration 24Q: 3 clusters Score -5070594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5070608.000000 Penalty: 5279.386230
	Iteration 25Q: 3 clusters Score -5070608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5070635.000000 Penalty: 5279.386230
	Iteration 26Q: 3 clusters Score -5070635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5070639.500000 Penalty: 5279.386230
	Iteration 27Q: 3 clusters Score -5070640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5070648.500000 Penalty: 5279.386230
	Iteration 28Q: 3 clusters Score -5070648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5070656.500000 Penalty: 5279.386230
	Iteration 29Q: 3 clusters Score -5070656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5070663.000000 Penalty: 5279.386230
	Iteration 30Q: 3 clusters Score -5070663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5070672.000000 Penalty: 5279.386230
	Iteration 31Q: 3 clusters Score -5070672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5070669.500000 Penalty: 5279.386230
	Iteration 32Q: 3 clusters Score -5070670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5070678.500000 Penalty: 5279.386230
	Iteration 33Q: 3 clusters Score -5070678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5070674.000000 Penalty: 5279.386230
	Iteration 34Q: 3 clusters Score -5070674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5070679.000000 Penalty: 5279.386230
	Iteration 35Q: 3 clusters Score -5070679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5070680.500000 Penalty: 5279.386230
	Iteration 36Q: 3 clusters Score -5070680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5070682.000000 Penalty: 5279.386230
	Iteration 37Q: 3 clusters Score -5070682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5070686.000000 Penalty: 5279.386230
	Iteration 38Q: 3 clusters Score -5070686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5070678.500000 Penalty: 5279.386230
	Iteration 39Q: 3 clusters Score -5070678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5070684.500000 Penalty: 5279.386230
	Iteration 40F: 3 clusters Score -5070684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5070685.000000 Penalty: 5279.386230
	Iteration 41Q: 3 clusters Score -5070685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5070685.000000 Penalty: 5279.386230
	Iteration 42F: 3 clusters Score -5070685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -510830.750000 Penalty: 2109.470703
	Iteration 0F: 2 clusters Score -510830.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -506411.718750 Penalty: 4218.941406
	Iteration 0F: 3 clusters Score -506411.7 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -507650.718750 Penalty: 4218.941406
	Iteration 1F: 3 clusters Score -507650.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -507957.125000 Penalty: 4218.941406
	Iteration 2F: 3 clusters Score -507957.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -508170.437500 Penalty: 4218.941406
	Iteration 3F: 3 clusters Score -508170.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -508315.218750 Penalty: 4218.941406
	Iteration 4Q: 3 clusters Score -508315.2 nChanged 195
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: -508440.968750 Penalty: 4218.941406
	Iteration 5Q: 3 clusters Score -508441 nChanged 184
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: -508569.812500 Penalty: 4218.941406
	Iteration 6Q: 3 clusters Score -508569.8 nChanged 156
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: -508679.218750 Penalty: 4218.941406
	Iteration 7Q: 3 clusters Score -508679.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -508781.187500 Penalty: 4218.941406
	Iteration 8Q: 3 clusters Score -508781.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -508882.093750 Penalty: 4218.941406
	Iteration 9Q: 3 clusters Score -508882.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -508982.843750 Penalty: 4218.941406
	Iteration 10Q: 3 clusters Score -508982.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -509086.062500 Penalty: 4218.941406
	Iteration 11Q: 3 clusters Score -509086.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -509198.062500 Penalty: 4218.941406
	Iteration 12Q: 3 clusters Score -509198.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -509348.125000 Penalty: 4218.941406
	Iteration 13Q: 3 clusters Score -509348.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -509516.437500 Penalty: 4218.941406
	Iteration 14Q: 3 clusters Score -509516.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -509669.656250 Penalty: 4218.941406
	Iteration 15Q: 3 clusters Score -509669.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -509799.875000 Penalty: 4218.941406
	Iteration 16Q: 3 clusters Score -509799.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -509904.218750 Penalty: 4218.941406
	Iteration 17Q: 3 clusters Score -509904.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -509982.906250 Penalty: 4218.941406
	Iteration 18Q: 3 clusters Score -509982.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -510074.093750 Penalty: 4218.941406
	Iteration 19Q: 3 clusters Score -510074.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -510180.593750 Penalty: 4218.941406
	Iteration 20F: 3 clusters Score -510180.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -510282.437500 Penalty: 4218.941406
	Iteration 21Q: 3 clusters Score -510282.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -510341.687500 Penalty: 4218.941406
	Iteration 22Q: 3 clusters Score -510341.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -510400.781250 Penalty: 4218.941406
	Iteration 23Q: 3 clusters Score -510400.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -510441.343750 Penalty: 4218.941406
	Iteration 24Q: 3 clusters Score -510441.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -510476.906250 Penalty: 4218.941406
	Iteration 25Q: 3 clusters Score -510476.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -510510.656250 Penalty: 4218.941406
	Iteration 26Q: 3 clusters Score -510510.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -510527.125000 Penalty: 4218.941406
	Iteration 27Q: 3 clusters Score -510527.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -510543.250000 Penalty: 4218.941406
	Iteration 28Q: 3 clusters Score -510543.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -510558.437500 Penalty: 4218.941406
	Iteration 29Q: 3 clusters Score -510558.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -510580.625000 Penalty: 4218.941406
	Iteration 30Q: 3 clusters Score -510580.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -510594.687500 Penalty: 4218.941406
	Iteration 31Q: 3 clusters Score -510594.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -510600.218750 Penalty: 4218.941406
	Iteration 32Q: 3 clusters Score -510600.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -510603.781250 Penalty: 4218.941406
	Iteration 33Q: 3 clusters Score -510603.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -510609.437500 Penalty: 4218.941406
	Iteration 34Q: 3 clusters Score -510609.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -510615.750000 Penalty: 4218.941406
	Iteration 35Q: 3 clusters Score -510615.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -510622.937500 Penalty: 4218.941406
	Iteration 36Q: 3 clusters Score -510622.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -510632.875000 Penalty: 4218.941406
	Iteration 37Q: 3 clusters Score -510632.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -510639.687500 Penalty: 4218.941406
	Iteration 38Q: 3 clusters Score -510639.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -510645.125000 Penalty: 4218.941406
	Iteration 39Q: 3 clusters Score -510645.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -510648.656250 Penalty: 4218.941406
	Iteration 40F: 3 clusters Score -510648.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -510650.437500 Penalty: 4218.941406
	Iteration 41Q: 3 clusters Score -510650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -510650.843750 Penalty: 4218.941406
	Iteration 42Q: 3 clusters Score -510650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -510651.343750 Penalty: 4218.941406
	Iteration 43Q: 3 clusters Score -510651.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -510653.281250 Penalty: 4218.941406
	Iteration 44Q: 3 clusters Score -510653.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -510654.093750 Penalty: 4218.941406
	Iteration 45Q: 3 clusters Score -510654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -510654.968750 Penalty: 4218.941406
	Iteration 46Q: 3 clusters Score -510655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -510654.750000 Penalty: 4218.941406
	Iteration 47Q: 3 clusters Score -510654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -510655.125000 Penalty: 4218.941406
	Iteration 48Q: 3 clusters Score -510655.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -510655.125000 Penalty: 4218.941406
	Iteration 49F: 3 clusters Score -510655.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Entering Unmasked Estep 
Score: -1952256.875000 Penalty: 2405.027832
	Iteration 0F: 2 clusters Score -1952257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1940548.250000 Penalty: 4810.055664
	Iteration 0F: 3 clusters Score -1940548 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1944393.375000 Penalty: 4810.055664
	Iteration 1F: 3 clusters Score -1944393 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1944837.750000 Penalty: 4810.055664
	Iteration 2F: 3 clusters Score -1944838 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1945257.750000 Penalty: 4810.055664
	Iteration 3F: 3 clusters Score -1945258 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1945679.250000 Penalty: 4810.055664
	Iteration 4F: 3 clusters Score -1945679 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1946117.875000 Penalty: 4810.055664
	Iteration 5F: 3 clusters Score -1946118 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1946625.375000 Penalty: 4810.055664
	Iteration 6F: 3 clusters Score -1946625 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1947153.875000 Penalty: 4810.055664
	Iteration 7F: 3 clusters Score -1947154 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1947621.000000 Penalty: 4810.055664
	Iteration 8Q: 3 clusters Score -1947621 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1948027.750000 Penalty: 4810.055664
	Iteration 9Q: 3 clusters Score -1948028 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1948383.875000 Penalty: 4810.055664
	Iteration 10Q: 3 clusters Score -1948384 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1948668.375000 Penalty: 4810.055664
	Iteration 11Q: 3 clusters Score -1948668 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1948925.625000 Penalty: 4810.055664
	Iteration 12Q: 3 clusters Score -1948926 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1949174.000000 Penalty: 4810.055664
	Iteration 13Q: 3 clusters Score -1949174 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1949386.375000 Penalty: 4810.055664
	Iteration 14Q: 3 clusters Score -1949386 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1949574.000000 Penalty: 4810.055664
	Iteration 15Q: 3 clusters Score -1949574 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1949748.000000 Penalty: 4810.055664
	Iteration 16Q: 3 clusters Score -1949748 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1949911.000000 Penalty: 4810.055664
	Iteration 17Q: 3 clusters Score -1949911 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1950043.000000 Penalty: 4810.055664
	Iteration 18Q: 3 clusters Score -1950043 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1950135.875000 Penalty: 4810.055664
	Iteration 19Q: 3 clusters Score -1950136 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1950217.500000 Penalty: 4810.055664
	Iteration 20F: 3 clusters Score -1950218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1950273.500000 Penalty: 4810.055664
	Iteration 21Q: 3 clusters Score -1950274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1950321.000000 Penalty: 4810.055664
	Iteration 22Q: 3 clusters Score -1950321 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1950348.875000 Penalty: 4810.055664
	Iteration 23Q: 3 clusters Score -1950349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1950370.875000 Penalty: 4810.055664
	Iteration 24Q: 3 clusters Score -1950371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1950406.375000 Penalty: 4810.055664
	Iteration 25Q: 3 clusters Score -1950406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1950431.625000 Penalty: 4810.055664
	Iteration 26Q: 3 clusters Score -1950432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1950452.625000 Penalty: 4810.055664
	Iteration 27Q: 3 clusters Score -1950453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1950465.875000 Penalty: 4810.055664
	Iteration 28Q: 3 clusters Score -1950466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1950476.000000 Penalty: 4810.055664
	Iteration 29Q: 3 clusters Score -1950476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1950493.125000 Penalty: 4810.055664
	Iteration 30Q: 3 clusters Score -1950493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1950501.000000 Penalty: 4810.055664
	Iteration 31Q: 3 clusters Score -1950501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1950523.125000 Penalty: 4810.055664
	Iteration 32Q: 3 clusters Score -1950523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1950537.000000 Penalty: 4810.055664
	Iteration 33Q: 3 clusters Score -1950537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1950548.750000 Penalty: 4810.055664
	Iteration 34Q: 3 clusters Score -1950549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1950562.250000 Penalty: 4810.055664
	Iteration 35Q: 3 clusters Score -1950562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1950570.500000 Penalty: 4810.055664
	Iteration 36Q: 3 clusters Score -1950570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1950592.750000 Penalty: 4810.055664
	Iteration 37Q: 3 clusters Score -1950593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1950613.875000 Penalty: 4810.055664
	Iteration 38Q: 3 clusters Score -1950614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1950628.000000 Penalty: 4810.055664
	Iteration 39Q: 3 clusters Score -1950628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1950636.750000 Penalty: 4810.055664
	Iteration 40F: 3 clusters Score -1950637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1950651.125000 Penalty: 4810.055664
	Iteration 41Q: 3 clusters Score -1950651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1950663.250000 Penalty: 4810.055664
	Iteration 42Q: 3 clusters Score -1950663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1950670.750000 Penalty: 4810.055664
	Iteration 43Q: 3 clusters Score -1950671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1950680.250000 Penalty: 4810.055664
	Iteration 44Q: 3 clusters Score -1950680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1950683.750000 Penalty: 4810.055664
	Iteration 45Q: 3 clusters Score -1950684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1950687.125000 Penalty: 4810.055664
	Iteration 46Q: 3 clusters Score -1950687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1950688.125000 Penalty: 4810.055664
	Iteration 47Q: 3 clusters Score -1950688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1950688.125000 Penalty: 4810.055664
	Iteration 48F: 3 clusters Score -1950688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Entering Unmasked Estep 
Score: -1835924.000000 Penalty: 2393.586670
	Iteration 0F: 2 clusters Score -1835924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1824705.500000 Penalty: 4787.173340
	Iteration 0F: 3 clusters Score -1824706 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1828441.625000 Penalty: 4787.173340
	Iteration 1F: 3 clusters Score -1828442 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1828976.125000 Penalty: 4787.173340
	Iteration 2F: 3 clusters Score -1828976 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1829509.250000 Penalty: 4787.173340
	Iteration 3F: 3 clusters Score -1829509 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1830174.000000 Penalty: 4787.173340
	Iteration 4F: 3 clusters Score -1830174 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1831082.625000 Penalty: 4787.173340
	Iteration 5F: 3 clusters Score -1831083 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1832397.000000 Penalty: 4787.173340
	Iteration 6F: 3 clusters Score -1832397 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1834101.750000 Penalty: 4787.173340
	Iteration 7F: 3 clusters Score -1834102 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1835629.625000 Penalty: 4787.173340
	Iteration 8F: 3 clusters Score -1835630 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1836298.500000 Penalty: 4787.173340
	Iteration 9Q: 3 clusters Score -1836298 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1836472.250000 Penalty: 4787.173340
	Iteration 10Q: 3 clusters Score -1836472 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1836517.500000 Penalty: 4787.173340
	Iteration 11Q: 3 clusters Score -1836518 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1836535.500000 Penalty: 4787.173340
	Iteration 12Q: 3 clusters Score -1836536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1836534.500000 Penalty: 4787.173340
	Iteration 13Q: 3 clusters Score -1836534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1836535.125000 Penalty: 4787.173340
	Iteration 14Q: 3 clusters Score -1836535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1836539.125000 Penalty: 4787.173340
	Iteration 15Q: 3 clusters Score -1836539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1836539.000000 Penalty: 4787.173340
	Iteration 16Q: 3 clusters Score -1836539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1836540.500000 Penalty: 4787.173340
	Iteration 17Q: 3 clusters Score -1836540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1836539.625000 Penalty: 4787.173340
	Iteration 18Q: 3 clusters Score -1836540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1836540.625000 Penalty: 4787.173340
	Iteration 19Q: 3 clusters Score -1836541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1836543.500000 Penalty: 4787.173340
	Iteration 20F: 3 clusters Score -1836544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235277 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75875 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12681 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94226 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41937 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16280 members 
Mstep: Class 34 contains 10309 members 
Mstep: Class 35 contains 96457 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6768 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12811 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6778 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16042 members 
Mstep: Class 61 contains 28787 members 
Mstep: Class 62 contains 32575 members 
Mstep: Class 63 contains 92124 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Mstep: Class 82 contains 5237 members 
Entering Unmasked Estep 
Score: -154540272.000000 Penalty: 286492.562500
Splitting cluster 34 changes total score from -154540944.000000 to -154540272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (96457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96457 members 
Entering Unmasked Estep 
Score: -11745937.000000 Penalty: 2846.259277
	Iteration 0F: 2 clusters Score -1.174594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -11681734.000000 Penalty: 5692.518555
	Iteration 0F: 3 clusters Score -1.168173e+07 nChanged 45533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -11707789.000000 Penalty: 5692.518555
	Iteration 1F: 3 clusters Score -1.170779e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -11708791.000000 Penalty: 5692.518555
	Iteration 2Q: 3 clusters Score -1.170879e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -11709962.000000 Penalty: 5692.518555
	Iteration 3Q: 3 clusters Score -1.170996e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -11711443.000000 Penalty: 5692.518555
	Iteration 4Q: 3 clusters Score -1.171144e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -11713453.000000 Penalty: 5692.518555
	Iteration 5Q: 3 clusters Score -1.171345e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -11716242.000000 Penalty: 5692.518555
	Iteration 6F: 3 clusters Score -1.171624e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -11720067.000000 Penalty: 5692.518555
	Iteration 7F: 3 clusters Score -1.172007e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73559 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -11725207.000000 Penalty: 5692.518555
	Iteration 8F: 3 clusters Score -1.172521e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79795 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -11730849.000000 Penalty: 5692.518555
	Iteration 9F: 3 clusters Score -1.173085e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -11735538.000000 Penalty: 5692.518555
	Iteration 10F: 3 clusters Score -1.173554e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88387 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -11738594.000000 Penalty: 5692.518555
	Iteration 11Q: 3 clusters Score -1.173859e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -11740334.000000 Penalty: 5692.518555
	Iteration 12Q: 3 clusters Score -1.174033e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -11741319.000000 Penalty: 5692.518555
	Iteration 13Q: 3 clusters Score -1.174132e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93019 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -11741952.000000 Penalty: 5692.518555
	Iteration 14Q: 3 clusters Score -1.174195e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -11742437.000000 Penalty: 5692.518555
	Iteration 15Q: 3 clusters Score -1.174244e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -11742796.000000 Penalty: 5692.518555
	Iteration 16Q: 3 clusters Score -1.17428e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94618 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -11743044.000000 Penalty: 5692.518555
	Iteration 17Q: 3 clusters Score -1.174304e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94863 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -11743224.000000 Penalty: 5692.518555
	Iteration 18Q: 3 clusters Score -1.174322e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95041 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11743307.000000 Penalty: 5692.518555
	Iteration 19Q: 3 clusters Score -1.174331e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95168 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -11743386.000000 Penalty: 5692.518555
	Iteration 20F: 3 clusters Score -1.174339e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95256 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -11743446.000000 Penalty: 5692.518555
	Iteration 21Q: 3 clusters Score -1.174345e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95314 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -11743478.000000 Penalty: 5692.518555
	Iteration 22Q: 3 clusters Score -1.174348e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -11743510.000000 Penalty: 5692.518555
	Iteration 23Q: 3 clusters Score -1.174351e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95390 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11743557.000000 Penalty: 5692.518555
	Iteration 24Q: 3 clusters Score -1.174356e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95422 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -11743587.000000 Penalty: 5692.518555
	Iteration 25Q: 3 clusters Score -1.174359e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11743588.000000 Penalty: 5692.518555
	Iteration 26Q: 3 clusters Score -1.174359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11743577.000000 Penalty: 5692.518555
	Iteration 27Q: 3 clusters Score -1.174358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95470 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11743586.000000 Penalty: 5692.518555
	Iteration 28Q: 3 clusters Score -1.174359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -11743572.000000 Penalty: 5692.518555
	Iteration 29Q: 3 clusters Score -1.174357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95487 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -11743594.000000 Penalty: 5692.518555
	Iteration 30Q: 3 clusters Score -1.174359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95493 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -11743595.000000 Penalty: 5692.518555
	Iteration 31Q: 3 clusters Score -1.17436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95497 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11743587.000000 Penalty: 5692.518555
	Iteration 32Q: 3 clusters Score -1.174359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95498 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -11743584.000000 Penalty: 5692.518555
	Iteration 33Q: 3 clusters Score -1.174358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95499 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -11743580.000000 Penalty: 5692.518555
	Iteration 34Q: 3 clusters Score -1.174358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95502 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11743588.000000 Penalty: 5692.518555
	Iteration 35Q: 3 clusters Score -1.174359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11743592.000000 Penalty: 5692.518555
	Iteration 36Q: 3 clusters Score -1.174359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -11743593.000000 Penalty: 5692.518555
	Iteration 37Q: 3 clusters Score -1.174359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11743592.000000 Penalty: 5692.518555
	Iteration 38Q: 3 clusters Score -1.174359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11743592.000000 Penalty: 5692.518555
	Iteration 39F: 3 clusters Score -1.174359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (32344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Entering Unmasked Estep 
Score: -3925535.250000 Penalty: 2575.277588
	Iteration 0F: 2 clusters Score -3925535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3903507.500000 Penalty: 5150.555176
	Iteration 0F: 3 clusters Score -3903508 nChanged 14688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3911541.500000 Penalty: 5150.555176
	Iteration 1F: 3 clusters Score -3911542 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3911957.250000 Penalty: 5150.555176
	Iteration 2Q: 3 clusters Score -3911957 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3912315.750000 Penalty: 5150.555176
	Iteration 3Q: 3 clusters Score -3912316 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3912644.500000 Penalty: 5150.555176
	Iteration 4Q: 3 clusters Score -3912644 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3912907.250000 Penalty: 5150.555176
	Iteration 5Q: 3 clusters Score -3912907 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3913155.500000 Penalty: 5150.555176
	Iteration 6Q: 3 clusters Score -3913156 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3913440.750000 Penalty: 5150.555176
	Iteration 7Q: 3 clusters Score -3913441 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3913762.500000 Penalty: 5150.555176
	Iteration 8Q: 3 clusters Score -3913762 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3914208.750000 Penalty: 5150.555176
	Iteration 9Q: 3 clusters Score -3914209 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3914877.500000 Penalty: 5150.555176
	Iteration 10Q: 3 clusters Score -3914878 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3915875.750000 Penalty: 5150.555176
	Iteration 11Q: 3 clusters Score -3915876 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3917256.250000 Penalty: 5150.555176
	Iteration 12F: 3 clusters Score -3917256 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3918757.500000 Penalty: 5150.555176
	Iteration 13F: 3 clusters Score -3918758 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3920288.750000 Penalty: 5150.555176
	Iteration 14F: 3 clusters Score -3920289 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3921607.000000 Penalty: 5150.555176
	Iteration 15Q: 3 clusters Score -3921607 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -3922634.250000 Penalty: 5150.555176
	Iteration 16Q: 3 clusters Score -3922634 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3923382.750000 Penalty: 5150.555176
	Iteration 17Q: 3 clusters Score -3923383 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3923927.500000 Penalty: 5150.555176
	Iteration 18Q: 3 clusters Score -3923928 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -3924327.250000 Penalty: 5150.555176
	Iteration 19Q: 3 clusters Score -3924327 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3924616.750000 Penalty: 5150.555176
	Iteration 20F: 3 clusters Score -3924617 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3924869.750000 Penalty: 5150.555176
	Iteration 21Q: 3 clusters Score -3924870 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3925091.500000 Penalty: 5150.555176
	Iteration 22Q: 3 clusters Score -3925092 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3925251.000000 Penalty: 5150.555176
	Iteration 23Q: 3 clusters Score -3925251 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3925337.750000 Penalty: 5150.555176
	Iteration 24Q: 3 clusters Score -3925338 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3925388.750000 Penalty: 5150.555176
	Iteration 25Q: 3 clusters Score -3925389 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3925419.250000 Penalty: 5150.555176
	Iteration 26Q: 3 clusters Score -3925419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3925430.500000 Penalty: 5150.555176
	Iteration 27Q: 3 clusters Score -3925430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3925440.000000 Penalty: 5150.555176
	Iteration 28Q: 3 clusters Score -3925440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3925437.500000 Penalty: 5150.555176
	Iteration 29Q: 3 clusters Score -3925438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3925446.250000 Penalty: 5150.555176
	Iteration 30Q: 3 clusters Score -3925446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3925443.250000 Penalty: 5150.555176
	Iteration 31Q: 3 clusters Score -3925443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3925447.250000 Penalty: 5150.555176
	Iteration 32Q: 3 clusters Score -3925447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3925449.500000 Penalty: 5150.555176
	Iteration 33Q: 3 clusters Score -3925450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3925446.000000 Penalty: 5150.555176
	Iteration 34Q: 3 clusters Score -3925446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3925445.000000 Penalty: 5150.555176
	Iteration 35Q: 3 clusters Score -3925445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3925445.000000 Penalty: 5150.555176
	Iteration 36Q: 3 clusters Score -3925445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3925445.000000 Penalty: 5150.555176
	Iteration 37F: 3 clusters Score -3925445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Entering Unmasked Estep 
Score: -781287.812500 Penalty: 2187.350342
	Iteration 0F: 2 clusters Score -781287.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -775649.625000 Penalty: 4374.700684
	Iteration 0F: 3 clusters Score -775649.6 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -777139.187500 Penalty: 4374.700684
	Iteration 1F: 3 clusters Score -777139.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -777540.000000 Penalty: 4374.700684
	Iteration 2F: 3 clusters Score -777540 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -777923.125000 Penalty: 4374.700684
	Iteration 3F: 3 clusters Score -777923.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -778249.062500 Penalty: 4374.700684
	Iteration 4F: 3 clusters Score -778249.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -778489.375000 Penalty: 4374.700684
	Iteration 5F: 3 clusters Score -778489.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -778671.000000 Penalty: 4374.700684
	Iteration 6Q: 3 clusters Score -778671 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -778822.125000 Penalty: 4374.700684
	Iteration 7Q: 3 clusters Score -778822.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -778939.250000 Penalty: 4374.700684
	Iteration 8Q: 3 clusters Score -778939.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -779048.375000 Penalty: 4374.700684
	Iteration 9Q: 3 clusters Score -779048.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -779131.312500 Penalty: 4374.700684
	Iteration 10Q: 3 clusters Score -779131.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -779202.125000 Penalty: 4374.700684
	Iteration 11Q: 3 clusters Score -779202.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -779260.250000 Penalty: 4374.700684
	Iteration 12Q: 3 clusters Score -779260.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -779318.250000 Penalty: 4374.700684
	Iteration 13Q: 3 clusters Score -779318.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -779367.437500 Penalty: 4374.700684
	Iteration 14Q: 3 clusters Score -779367.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -779417.625000 Penalty: 4374.700684
	Iteration 15Q: 3 clusters Score -779417.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -779456.000000 Penalty: 4374.700684
	Iteration 16Q: 3 clusters Score -779456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -779494.500000 Penalty: 4374.700684
	Iteration 17Q: 3 clusters Score -779494.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -779528.875000 Penalty: 4374.700684
	Iteration 18Q: 3 clusters Score -779528.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -779568.187500 Penalty: 4374.700684
	Iteration 19Q: 3 clusters Score -779568.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -779594.500000 Penalty: 4374.700684
	Iteration 20F: 3 clusters Score -779594.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -779616.250000 Penalty: 4374.700684
	Iteration 21Q: 3 clusters Score -779616.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -779637.375000 Penalty: 4374.700684
	Iteration 22Q: 3 clusters Score -779637.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -779651.937500 Penalty: 4374.700684
	Iteration 23Q: 3 clusters Score -779651.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -779668.375000 Penalty: 4374.700684
	Iteration 24Q: 3 clusters Score -779668.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -779687.437500 Penalty: 4374.700684
	Iteration 25Q: 3 clusters Score -779687.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -779709.812500 Penalty: 4374.700684
	Iteration 26Q: 3 clusters Score -779709.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -779727.562500 Penalty: 4374.700684
	Iteration 27Q: 3 clusters Score -779727.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -779745.937500 Penalty: 4374.700684
	Iteration 28Q: 3 clusters Score -779745.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -779775.750000 Penalty: 4374.700684
	Iteration 29Q: 3 clusters Score -779775.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -779807.812500 Penalty: 4374.700684
	Iteration 30Q: 3 clusters Score -779807.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -779833.062500 Penalty: 4374.700684
	Iteration 31Q: 3 clusters Score -779833.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -779854.000000 Penalty: 4374.700684
	Iteration 32Q: 3 clusters Score -779854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -779867.437500 Penalty: 4374.700684
	Iteration 33Q: 3 clusters Score -779867.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -779878.187500 Penalty: 4374.700684
	Iteration 34Q: 3 clusters Score -779878.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -779888.187500 Penalty: 4374.700684
	Iteration 35Q: 3 clusters Score -779888.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -779901.500000 Penalty: 4374.700684
	Iteration 36Q: 3 clusters Score -779901.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -779913.875000 Penalty: 4374.700684
	Iteration 37Q: 3 clusters Score -779913.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -779923.750000 Penalty: 4374.700684
	Iteration 38Q: 3 clusters Score -779923.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -779932.937500 Penalty: 4374.700684
	Iteration 39Q: 3 clusters Score -779932.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -779938.375000 Penalty: 4374.700684
	Iteration 40F: 3 clusters Score -779938.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -779942.312500 Penalty: 4374.700684
	Iteration 41Q: 3 clusters Score -779942.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -779944.812500 Penalty: 4374.700684
	Iteration 42Q: 3 clusters Score -779944.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -779946.937500 Penalty: 4374.700684
	Iteration 43Q: 3 clusters Score -779946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -779948.187500 Penalty: 4374.700684
	Iteration 44Q: 3 clusters Score -779948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -779948.812500 Penalty: 4374.700684
	Iteration 45Q: 3 clusters Score -779948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -779950.812500 Penalty: 4374.700684
	Iteration 46Q: 3 clusters Score -779950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -779950.625000 Penalty: 4374.700684
	Iteration 47Q: 3 clusters Score -779950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -779952.562500 Penalty: 4374.700684
	Iteration 48Q: 3 clusters Score -779952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -779953.312500 Penalty: 4374.700684
	Iteration 49Q: 3 clusters Score -779953.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -779952.750000 Penalty: 4374.700684
	Iteration 50Q: 3 clusters Score -779952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -779954.062500 Penalty: 4374.700684
	Iteration 51Q: 3 clusters Score -779954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -779956.062500 Penalty: 4374.700684
	Iteration 52Q: 3 clusters Score -779956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -779956.625000 Penalty: 4374.700684
	Iteration 53Q: 3 clusters Score -779956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -779957.437500 Penalty: 4374.700684
	Iteration 54Q: 3 clusters Score -779957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -779957.437500 Penalty: 4374.700684
	Iteration 55Q: 3 clusters Score -779957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -779957.687500 Penalty: 4374.700684
	Iteration 56Q: 3 clusters Score -779957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -779957.812500 Penalty: 4374.700684
	Iteration 57Q: 3 clusters Score -779957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -779958.312500 Penalty: 4374.700684
	Iteration 58Q: 3 clusters Score -779958.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -779958.312500 Penalty: 4374.700684
	Iteration 59F: 3 clusters Score -779958.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Entering Unmasked Estep 
Score: -472112.968750 Penalty: 1982.585205
	Iteration 0F: 2 clusters Score -472113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -468867.625000 Penalty: 3965.170410
	Iteration 0F: 3 clusters Score -468867.6 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -469790.156250 Penalty: 3965.170410
	Iteration 1F: 3 clusters Score -469790.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -470124.656250 Penalty: 3965.170410
	Iteration 2F: 3 clusters Score -470124.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -470371.531250 Penalty: 3965.170410
	Iteration 3F: 3 clusters Score -470371.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -470589.031250 Penalty: 3965.170410
	Iteration 4F: 3 clusters Score -470589 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -470774.218750 Penalty: 3965.170410
	Iteration 5F: 3 clusters Score -470774.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -470960.250000 Penalty: 3965.170410
	Iteration 6Q: 3 clusters Score -470960.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -471140.125000 Penalty: 3965.170410
	Iteration 7Q: 3 clusters Score -471140.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -471256.437500 Penalty: 3965.170410
	Iteration 8Q: 3 clusters Score -471256.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -471311.531250 Penalty: 3965.170410
	Iteration 9Q: 3 clusters Score -471311.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -471350.562500 Penalty: 3965.170410
	Iteration 10Q: 3 clusters Score -471350.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -471377.406250 Penalty: 3965.170410
	Iteration 11Q: 3 clusters Score -471377.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -471396.937500 Penalty: 3965.170410
	Iteration 12Q: 3 clusters Score -471396.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -471417.375000 Penalty: 3965.170410
	Iteration 13Q: 3 clusters Score -471417.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -471435.593750 Penalty: 3965.170410
	Iteration 14Q: 3 clusters Score -471435.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -471447.125000 Penalty: 3965.170410
	Iteration 15Q: 3 clusters Score -471447.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -471455.718750 Penalty: 3965.170410
	Iteration 16Q: 3 clusters Score -471455.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -471461.875000 Penalty: 3965.170410
	Iteration 17Q: 3 clusters Score -471461.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -471464.656250 Penalty: 3965.170410
	Iteration 18Q: 3 clusters Score -471464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -471469.250000 Penalty: 3965.170410
	Iteration 19Q: 3 clusters Score -471469.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -471472.375000 Penalty: 3965.170410
	Iteration 20F: 3 clusters Score -471472.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -471478.093750 Penalty: 3965.170410
	Iteration 21Q: 3 clusters Score -471478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -471480.406250 Penalty: 3965.170410
	Iteration 22Q: 3 clusters Score -471480.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -471482.125000 Penalty: 3965.170410
	Iteration 23Q: 3 clusters Score -471482.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -471482.156250 Penalty: 3965.170410
	Iteration 24Q: 3 clusters Score -471482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -471483.625000 Penalty: 3965.170410
	Iteration 25Q: 3 clusters Score -471483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -471484.375000 Penalty: 3965.170410
	Iteration 26Q: 3 clusters Score -471484.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -471485.906250 Penalty: 3965.170410
	Iteration 27Q: 3 clusters Score -471485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -471486.687500 Penalty: 3965.170410
	Iteration 28Q: 3 clusters Score -471486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -471487.625000 Penalty: 3965.170410
	Iteration 29Q: 3 clusters Score -471487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -471487.937500 Penalty: 3965.170410
	Iteration 30Q: 3 clusters Score -471487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -471487.937500 Penalty: 3965.170410
	Iteration 31Q: 3 clusters Score -471487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -471489.125000 Penalty: 3965.170410
	Iteration 32Q: 3 clusters Score -471489.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -471489.125000 Penalty: 3965.170410
	Iteration 33F: 3 clusters Score -471489.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -41279.917969 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -41279.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -39876.347656 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -39876.35 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40213.625000 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -40213.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40323.960938 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -40323.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40404.957031 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -40404.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40449.675781 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -40449.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40473.503906 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -40473.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40504.976562 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -40504.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40511.644531 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -40511.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40525.625000 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -40525.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40530.429688 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -40530.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40531.796875 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -40531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40531.796875 Penalty: 3088.362305
	Iteration 11F: 3 clusters Score -40531.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -284051.750000 Penalty: 1933.116089
	Iteration 0F: 2 clusters Score -284051.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -281127.250000 Penalty: 3866.232178
	Iteration 0F: 3 clusters Score -281127.2 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -281689.593750 Penalty: 3866.232178
	Iteration 1F: 3 clusters Score -281689.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -281862.375000 Penalty: 3866.232178
	Iteration 2F: 3 clusters Score -281862.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -281953.937500 Penalty: 3866.232178
	Iteration 3Q: 3 clusters Score -281953.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -282050.125000 Penalty: 3866.232178
	Iteration 4Q: 3 clusters Score -282050.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -282161.968750 Penalty: 3866.232178
	Iteration 5Q: 3 clusters Score -282162 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -282255.875000 Penalty: 3866.232178
	Iteration 6Q: 3 clusters Score -282255.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -282325.875000 Penalty: 3866.232178
	Iteration 7Q: 3 clusters Score -282325.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -282390.187500 Penalty: 3866.232178
	Iteration 8Q: 3 clusters Score -282390.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -282450.875000 Penalty: 3866.232178
	Iteration 9Q: 3 clusters Score -282450.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -282495.562500 Penalty: 3866.232178
	Iteration 10Q: 3 clusters Score -282495.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -282525.406250 Penalty: 3866.232178
	Iteration 11Q: 3 clusters Score -282525.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -282552.312500 Penalty: 3866.232178
	Iteration 12Q: 3 clusters Score -282552.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -282580.843750 Penalty: 3866.232178
	Iteration 13Q: 3 clusters Score -282580.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -282619.687500 Penalty: 3866.232178
	Iteration 14Q: 3 clusters Score -282619.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -282640.406250 Penalty: 3866.232178
	Iteration 15Q: 3 clusters Score -282640.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -282658.125000 Penalty: 3866.232178
	Iteration 16Q: 3 clusters Score -282658.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -282675.093750 Penalty: 3866.232178
	Iteration 17Q: 3 clusters Score -282675.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -282685.843750 Penalty: 3866.232178
	Iteration 18Q: 3 clusters Score -282685.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -282694.281250 Penalty: 3866.232178
	Iteration 19Q: 3 clusters Score -282694.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -282701.343750 Penalty: 3866.232178
	Iteration 20F: 3 clusters Score -282701.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -282706.156250 Penalty: 3866.232178
	Iteration 21Q: 3 clusters Score -282706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -282710.125000 Penalty: 3866.232178
	Iteration 22Q: 3 clusters Score -282710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -282714.125000 Penalty: 3866.232178
	Iteration 23Q: 3 clusters Score -282714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -282719.781250 Penalty: 3866.232178
	Iteration 24Q: 3 clusters Score -282719.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -282726.687500 Penalty: 3866.232178
	Iteration 25Q: 3 clusters Score -282726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -282728.500000 Penalty: 3866.232178
	Iteration 26Q: 3 clusters Score -282728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -282729.250000 Penalty: 3866.232178
	Iteration 27Q: 3 clusters Score -282729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -282731.156250 Penalty: 3866.232178
	Iteration 28Q: 3 clusters Score -282731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -282732.468750 Penalty: 3866.232178
	Iteration 29Q: 3 clusters Score -282732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -282734.187500 Penalty: 3866.232178
	Iteration 30Q: 3 clusters Score -282734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -282735.250000 Penalty: 3866.232178
	Iteration 31Q: 3 clusters Score -282735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -282735.250000 Penalty: 3866.232178
	Iteration 32F: 3 clusters Score -282735.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Entering Unmasked Estep 
Score: -1042044.750000 Penalty: 2249.085449
	Iteration 0F: 2 clusters Score -1042045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1035275.875000 Penalty: 4498.170898
	Iteration 0F: 3 clusters Score -1035276 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1037320.500000 Penalty: 4498.170898
	Iteration 1F: 3 clusters Score -1037320 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1037814.125000 Penalty: 4498.170898
	Iteration 2F: 3 clusters Score -1037814 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1038280.250000 Penalty: 4498.170898
	Iteration 3F: 3 clusters Score -1038280 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1038752.375000 Penalty: 4498.170898
	Iteration 4F: 3 clusters Score -1038752 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1039192.687500 Penalty: 4498.170898
	Iteration 5F: 3 clusters Score -1039193 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1039527.500000 Penalty: 4498.170898
	Iteration 6F: 3 clusters Score -1039528 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1039750.125000 Penalty: 4498.170898
	Iteration 7Q: 3 clusters Score -1039750 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1039881.062500 Penalty: 4498.170898
	Iteration 8Q: 3 clusters Score -1039881 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1039985.562500 Penalty: 4498.170898
	Iteration 9Q: 3 clusters Score -1039986 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1040051.687500 Penalty: 4498.170898
	Iteration 10Q: 3 clusters Score -1040052 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1040094.750000 Penalty: 4498.170898
	Iteration 11Q: 3 clusters Score -1040095 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1040131.000000 Penalty: 4498.170898
	Iteration 12Q: 3 clusters Score -1040131 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1040152.687500 Penalty: 4498.170898
	Iteration 13Q: 3 clusters Score -1040153 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1040169.625000 Penalty: 4498.170898
	Iteration 14Q: 3 clusters Score -1040170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1040180.812500 Penalty: 4498.170898
	Iteration 15Q: 3 clusters Score -1040181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1040186.250000 Penalty: 4498.170898
	Iteration 16Q: 3 clusters Score -1040186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1040192.625000 Penalty: 4498.170898
	Iteration 17Q: 3 clusters Score -1040193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1040193.812500 Penalty: 4498.170898
	Iteration 18Q: 3 clusters Score -1040194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1040198.062500 Penalty: 4498.170898
	Iteration 19Q: 3 clusters Score -1040198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1040200.562500 Penalty: 4498.170898
	Iteration 20F: 3 clusters Score -1040201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1040201.875000 Penalty: 4498.170898
	Iteration 21Q: 3 clusters Score -1040202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1040202.750000 Penalty: 4498.170898
	Iteration 22Q: 3 clusters Score -1040203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1040204.062500 Penalty: 4498.170898
	Iteration 23Q: 3 clusters Score -1040204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1040205.062500 Penalty: 4498.170898
	Iteration 24Q: 3 clusters Score -1040205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1040206.687500 Penalty: 4498.170898
	Iteration 25Q: 3 clusters Score -1040207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1040207.000000 Penalty: 4498.170898
	Iteration 26Q: 3 clusters Score -1040207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1040207.000000 Penalty: 4498.170898
	Iteration 27F: 3 clusters Score -1040207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -139531.093750 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -139531.1 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 417 members 
Entering Unmasked Estep 
Score: -137708.750000 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -137708.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -138006.312500 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -138006.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -138084.890625 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -138084.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -138136.765625 Penalty: 3360.014893
	Iteration 3Q: 3 clusters Score -138136.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -138195.093750 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -138195.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -138250.281250 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -138250.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -138341.250000 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -138341.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -138472.421875 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -138472.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -138600.171875 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -138600.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -138725.828125 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -138725.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -138804.125000 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -138804.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -138891.687500 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -138891.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -138958.515625 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -138958.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -139015.250000 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -139015.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -139033.468750 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -139033.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -139045.640625 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -139045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -139055.578125 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -139055.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -139058.187500 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -139058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -139061.453125 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -139061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -139063.375000 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -139063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -139067.156250 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -139067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -139069.890625 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -139069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -139070.562500 Penalty: 3360.014893
	Iteration 22Q: 3 clusters Score -139070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -139073.437500 Penalty: 3360.014893
	Iteration 23Q: 3 clusters Score -139073.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -139073.437500 Penalty: 3360.014893
	Iteration 24F: 3 clusters Score -139073.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -232907.265625 Penalty: 1879.126221
	Iteration 0F: 2 clusters Score -232907.3 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 946 members 
Entering Unmasked Estep 
Score: -230298.671875 Penalty: 3758.252441
	Iteration 0F: 3 clusters Score -230298.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -230732.843750 Penalty: 3758.252441
	Iteration 1F: 3 clusters Score -230732.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -230857.593750 Penalty: 3758.252441
	Iteration 2F: 3 clusters Score -230857.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -230940.390625 Penalty: 3758.252441
	Iteration 3Q: 3 clusters Score -230940.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -230993.625000 Penalty: 3758.252441
	Iteration 4Q: 3 clusters Score -230993.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -231025.734375 Penalty: 3758.252441
	Iteration 5Q: 3 clusters Score -231025.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -231050.171875 Penalty: 3758.252441
	Iteration 6Q: 3 clusters Score -231050.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -231069.250000 Penalty: 3758.252441
	Iteration 7Q: 3 clusters Score -231069.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -231083.671875 Penalty: 3758.252441
	Iteration 8Q: 3 clusters Score -231083.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -231093.359375 Penalty: 3758.252441
	Iteration 9Q: 3 clusters Score -231093.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -231101.968750 Penalty: 3758.252441
	Iteration 10Q: 3 clusters Score -231102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -231108.984375 Penalty: 3758.252441
	Iteration 11Q: 3 clusters Score -231109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -231115.796875 Penalty: 3758.252441
	Iteration 12Q: 3 clusters Score -231115.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -231122.687500 Penalty: 3758.252441
	Iteration 13Q: 3 clusters Score -231122.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -231128.093750 Penalty: 3758.252441
	Iteration 14Q: 3 clusters Score -231128.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -231132.109375 Penalty: 3758.252441
	Iteration 15Q: 3 clusters Score -231132.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -231132.953125 Penalty: 3758.252441
	Iteration 16Q: 3 clusters Score -231133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -231132.953125 Penalty: 3758.252441
	Iteration 17F: 3 clusters Score -231133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Entering Unmasked Estep 
Score: -448178.031250 Penalty: 2047.445557
	Iteration 0F: 2 clusters Score -448178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -444372.906250 Penalty: 4094.891113
	Iteration 0F: 3 clusters Score -444372.9 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -445173.843750 Penalty: 4094.891113
	Iteration 1F: 3 clusters Score -445173.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -445370.593750 Penalty: 4094.891113
	Iteration 2F: 3 clusters Score -445370.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -445495.875000 Penalty: 4094.891113
	Iteration 3Q: 3 clusters Score -445495.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -445581.250000 Penalty: 4094.891113
	Iteration 4Q: 3 clusters Score -445581.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -445645.343750 Penalty: 4094.891113
	Iteration 5Q: 3 clusters Score -445645.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -445692.375000 Penalty: 4094.891113
	Iteration 6Q: 3 clusters Score -445692.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -445724.031250 Penalty: 4094.891113
	Iteration 7Q: 3 clusters Score -445724 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -445754.531250 Penalty: 4094.891113
	Iteration 8Q: 3 clusters Score -445754.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -445787.000000 Penalty: 4094.891113
	Iteration 9Q: 3 clusters Score -445787 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -445813.312500 Penalty: 4094.891113
	Iteration 10Q: 3 clusters Score -445813.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -445849.218750 Penalty: 4094.891113
	Iteration 11Q: 3 clusters Score -445849.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -445887.437500 Penalty: 4094.891113
	Iteration 12Q: 3 clusters Score -445887.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -445929.781250 Penalty: 4094.891113
	Iteration 13Q: 3 clusters Score -445929.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -445972.468750 Penalty: 4094.891113
	Iteration 14Q: 3 clusters Score -445972.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -446013.468750 Penalty: 4094.891113
	Iteration 15Q: 3 clusters Score -446013.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -446062.125000 Penalty: 4094.891113
	Iteration 16Q: 3 clusters Score -446062.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -446112.156250 Penalty: 4094.891113
	Iteration 17Q: 3 clusters Score -446112.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -446156.437500 Penalty: 4094.891113
	Iteration 18Q: 3 clusters Score -446156.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -446205.718750 Penalty: 4094.891113
	Iteration 19Q: 3 clusters Score -446205.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -446258.000000 Penalty: 4094.891113
	Iteration 20F: 3 clusters Score -446258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -446298.343750 Penalty: 4094.891113
	Iteration 21Q: 3 clusters Score -446298.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -446339.187500 Penalty: 4094.891113
	Iteration 22Q: 3 clusters Score -446339.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -446387.625000 Penalty: 4094.891113
	Iteration 23Q: 3 clusters Score -446387.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -446424.281250 Penalty: 4094.891113
	Iteration 24Q: 3 clusters Score -446424.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -446454.375000 Penalty: 4094.891113
	Iteration 25Q: 3 clusters Score -446454.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -446473.750000 Penalty: 4094.891113
	Iteration 26Q: 3 clusters Score -446473.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -446487.343750 Penalty: 4094.891113
	Iteration 27Q: 3 clusters Score -446487.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -446499.250000 Penalty: 4094.891113
	Iteration 28Q: 3 clusters Score -446499.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -446507.562500 Penalty: 4094.891113
	Iteration 29Q: 3 clusters Score -446507.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -446514.531250 Penalty: 4094.891113
	Iteration 30Q: 3 clusters Score -446514.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -446523.125000 Penalty: 4094.891113
	Iteration 31Q: 3 clusters Score -446523.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -446533.906250 Penalty: 4094.891113
	Iteration 32Q: 3 clusters Score -446533.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -446541.968750 Penalty: 4094.891113
	Iteration 33Q: 3 clusters Score -446542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -446550.156250 Penalty: 4094.891113
	Iteration 34Q: 3 clusters Score -446550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -446555.562500 Penalty: 4094.891113
	Iteration 35Q: 3 clusters Score -446555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -446557.906250 Penalty: 4094.891113
	Iteration 36Q: 3 clusters Score -446557.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -446560.281250 Penalty: 4094.891113
	Iteration 37Q: 3 clusters Score -446560.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -446561.656250 Penalty: 4094.891113
	Iteration 38Q: 3 clusters Score -446561.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -446565.343750 Penalty: 4094.891113
	Iteration 39Q: 3 clusters Score -446565.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -446567.281250 Penalty: 4094.891113
	Iteration 40F: 3 clusters Score -446567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -446568.781250 Penalty: 4094.891113
	Iteration 41Q: 3 clusters Score -446568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -446568.781250 Penalty: 4094.891113
	Iteration 42F: 3 clusters Score -446568.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -591995.250000 Penalty: 2113.550293
	Iteration 0F: 2 clusters Score -591995.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -587474.500000 Penalty: 4227.100586
	Iteration 0F: 3 clusters Score -587474.5 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -588750.625000 Penalty: 4227.100586
	Iteration 1F: 3 clusters Score -588750.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -589204.875000 Penalty: 4227.100586
	Iteration 2F: 3 clusters Score -589204.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -589561.937500 Penalty: 4227.100586
	Iteration 3F: 3 clusters Score -589561.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -589882.937500 Penalty: 4227.100586
	Iteration 4F: 3 clusters Score -589882.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -590219.437500 Penalty: 4227.100586
	Iteration 5F: 3 clusters Score -590219.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -590539.812500 Penalty: 4227.100586
	Iteration 6F: 3 clusters Score -590539.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -590803.375000 Penalty: 4227.100586
	Iteration 7Q: 3 clusters Score -590803.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -591020.062500 Penalty: 4227.100586
	Iteration 8Q: 3 clusters Score -591020.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -591190.687500 Penalty: 4227.100586
	Iteration 9Q: 3 clusters Score -591190.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -591314.875000 Penalty: 4227.100586
	Iteration 10Q: 3 clusters Score -591314.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -591397.062500 Penalty: 4227.100586
	Iteration 11Q: 3 clusters Score -591397.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -591455.437500 Penalty: 4227.100586
	Iteration 12Q: 3 clusters Score -591455.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -591478.937500 Penalty: 4227.100586
	Iteration 13Q: 3 clusters Score -591478.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -591499.250000 Penalty: 4227.100586
	Iteration 14Q: 3 clusters Score -591499.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -591513.250000 Penalty: 4227.100586
	Iteration 15Q: 3 clusters Score -591513.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -591520.687500 Penalty: 4227.100586
	Iteration 16Q: 3 clusters Score -591520.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -591526.000000 Penalty: 4227.100586
	Iteration 17Q: 3 clusters Score -591526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -591527.375000 Penalty: 4227.100586
	Iteration 18Q: 3 clusters Score -591527.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -591530.312500 Penalty: 4227.100586
	Iteration 19Q: 3 clusters Score -591530.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -591530.187500 Penalty: 4227.100586
	Iteration 20F: 3 clusters Score -591530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -591530.500000 Penalty: 4227.100586
	Iteration 21Q: 3 clusters Score -591530.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -591533.750000 Penalty: 4227.100586
	Iteration 22Q: 3 clusters Score -591533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -591535.000000 Penalty: 4227.100586
	Iteration 23Q: 3 clusters Score -591535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -591535.937500 Penalty: 4227.100586
	Iteration 24Q: 3 clusters Score -591535.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -591536.437500 Penalty: 4227.100586
	Iteration 25Q: 3 clusters Score -591536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -591538.437500 Penalty: 4227.100586
	Iteration 26Q: 3 clusters Score -591538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -591537.187500 Penalty: 4227.100586
	Iteration 27Q: 3 clusters Score -591537.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -591537.187500 Penalty: 4227.100586
	Iteration 28F: 3 clusters Score -591537.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -491842.531250 Penalty: 2060.188721
	Iteration 0F: 2 clusters Score -491842.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -487904.531250 Penalty: 4120.377441
	Iteration 0F: 3 clusters Score -487904.5 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -488730.750000 Penalty: 4120.377441
	Iteration 1F: 3 clusters Score -488730.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -488877.750000 Penalty: 4120.377441
	Iteration 2F: 3 clusters Score -488877.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -488984.968750 Penalty: 4120.377441
	Iteration 3Q: 3 clusters Score -488985 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -489065.031250 Penalty: 4120.377441
	Iteration 4Q: 3 clusters Score -489065 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -489136.906250 Penalty: 4120.377441
	Iteration 5Q: 3 clusters Score -489136.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -489188.906250 Penalty: 4120.377441
	Iteration 6Q: 3 clusters Score -489188.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -489223.906250 Penalty: 4120.377441
	Iteration 7Q: 3 clusters Score -489223.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -489246.406250 Penalty: 4120.377441
	Iteration 8Q: 3 clusters Score -489246.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -489262.687500 Penalty: 4120.377441
	Iteration 9Q: 3 clusters Score -489262.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -489275.093750 Penalty: 4120.377441
	Iteration 10Q: 3 clusters Score -489275.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -489294.968750 Penalty: 4120.377441
	Iteration 11Q: 3 clusters Score -489295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -489315.062500 Penalty: 4120.377441
	Iteration 12Q: 3 clusters Score -489315.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -489324.531250 Penalty: 4120.377441
	Iteration 13Q: 3 clusters Score -489324.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -489330.906250 Penalty: 4120.377441
	Iteration 14Q: 3 clusters Score -489330.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -489335.531250 Penalty: 4120.377441
	Iteration 15Q: 3 clusters Score -489335.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -489342.281250 Penalty: 4120.377441
	Iteration 16Q: 3 clusters Score -489342.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -489348.687500 Penalty: 4120.377441
	Iteration 17Q: 3 clusters Score -489348.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -489354.562500 Penalty: 4120.377441
	Iteration 18Q: 3 clusters Score -489354.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -489359.093750 Penalty: 4120.377441
	Iteration 19Q: 3 clusters Score -489359.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -489362.156250 Penalty: 4120.377441
	Iteration 20F: 3 clusters Score -489362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -489363.093750 Penalty: 4120.377441
	Iteration 21Q: 3 clusters Score -489363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -489365.375000 Penalty: 4120.377441
	Iteration 22Q: 3 clusters Score -489365.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -489364.687500 Penalty: 4120.377441
	Iteration 23Q: 3 clusters Score -489364.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -489365.656250 Penalty: 4120.377441
	Iteration 24Q: 3 clusters Score -489365.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -489366.875000 Penalty: 4120.377441
	Iteration 25Q: 3 clusters Score -489366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -489366.875000 Penalty: 4120.377441
	Iteration 26F: 3 clusters Score -489366.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (12811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Entering Unmasked Estep 
Score: -1379759.125000 Penalty: 2345.598633
	Iteration 0F: 2 clusters Score -1379759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1370153.125000 Penalty: 4691.197266
	Iteration 0F: 3 clusters Score -1370153 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1373423.250000 Penalty: 4691.197266
	Iteration 1F: 3 clusters Score -1373423 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1374065.625000 Penalty: 4691.197266
	Iteration 2F: 3 clusters Score -1374066 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1374709.750000 Penalty: 4691.197266
	Iteration 3F: 3 clusters Score -1374710 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1375335.750000 Penalty: 4691.197266
	Iteration 4F: 3 clusters Score -1375336 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1375909.000000 Penalty: 4691.197266
	Iteration 5F: 3 clusters Score -1375909 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1376448.750000 Penalty: 4691.197266
	Iteration 6F: 3 clusters Score -1376449 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1376957.375000 Penalty: 4691.197266
	Iteration 7F: 3 clusters Score -1376957 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1377386.875000 Penalty: 4691.197266
	Iteration 8Q: 3 clusters Score -1377387 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1377695.375000 Penalty: 4691.197266
	Iteration 9Q: 3 clusters Score -1377695 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1377959.250000 Penalty: 4691.197266
	Iteration 10Q: 3 clusters Score -1377959 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1378158.500000 Penalty: 4691.197266
	Iteration 11Q: 3 clusters Score -1378158 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1378353.750000 Penalty: 4691.197266
	Iteration 12Q: 3 clusters Score -1378354 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1378531.750000 Penalty: 4691.197266
	Iteration 13Q: 3 clusters Score -1378532 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1378673.500000 Penalty: 4691.197266
	Iteration 14Q: 3 clusters Score -1378674 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1378799.250000 Penalty: 4691.197266
	Iteration 15Q: 3 clusters Score -1378799 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1378893.000000 Penalty: 4691.197266
	Iteration 16Q: 3 clusters Score -1378893 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1378950.625000 Penalty: 4691.197266
	Iteration 17Q: 3 clusters Score -1378951 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1379009.250000 Penalty: 4691.197266
	Iteration 18Q: 3 clusters Score -1379009 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1379053.125000 Penalty: 4691.197266
	Iteration 19Q: 3 clusters Score -1379053 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1379086.000000 Penalty: 4691.197266
	Iteration 20F: 3 clusters Score -1379086 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1379105.625000 Penalty: 4691.197266
	Iteration 21Q: 3 clusters Score -1379106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1379117.375000 Penalty: 4691.197266
	Iteration 22Q: 3 clusters Score -1379117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1379127.875000 Penalty: 4691.197266
	Iteration 23Q: 3 clusters Score -1379128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1379138.000000 Penalty: 4691.197266
	Iteration 24Q: 3 clusters Score -1379138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1379149.875000 Penalty: 4691.197266
	Iteration 25Q: 3 clusters Score -1379150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1379156.375000 Penalty: 4691.197266
	Iteration 26Q: 3 clusters Score -1379156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1379160.625000 Penalty: 4691.197266
	Iteration 27Q: 3 clusters Score -1379161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1379163.000000 Penalty: 4691.197266
	Iteration 28Q: 3 clusters Score -1379163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1379164.750000 Penalty: 4691.197266
	Iteration 29Q: 3 clusters Score -1379165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1379165.000000 Penalty: 4691.197266
	Iteration 30Q: 3 clusters Score -1379165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1379169.375000 Penalty: 4691.197266
	Iteration 31Q: 3 clusters Score -1379169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1379167.625000 Penalty: 4691.197266
	Iteration 32Q: 3 clusters Score -1379168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1379168.750000 Penalty: 4691.197266
	Iteration 33Q: 3 clusters Score -1379169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1379169.875000 Penalty: 4691.197266
	Iteration 34Q: 3 clusters Score -1379170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1379175.250000 Penalty: 4691.197266
	Iteration 35Q: 3 clusters Score -1379175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1379176.375000 Penalty: 4691.197266
	Iteration 36Q: 3 clusters Score -1379176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1379179.000000 Penalty: 4691.197266
	Iteration 37Q: 3 clusters Score -1379179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1379178.250000 Penalty: 4691.197266
	Iteration 38Q: 3 clusters Score -1379178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1379179.000000 Penalty: 4691.197266
	Iteration 39Q: 3 clusters Score -1379179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1379178.125000 Penalty: 4691.197266
	Iteration 40F: 3 clusters Score -1379178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1379177.250000 Penalty: 4691.197266
	Iteration 41Q: 3 clusters Score -1379177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1379177.125000 Penalty: 4691.197266
	Iteration 42Q: 3 clusters Score -1379177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1379180.250000 Penalty: 4691.197266
	Iteration 43Q: 3 clusters Score -1379180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1379180.500000 Penalty: 4691.197266
	Iteration 44Q: 3 clusters Score -1379180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1379182.625000 Penalty: 4691.197266
	Iteration 45Q: 3 clusters Score -1379183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1379181.500000 Penalty: 4691.197266
	Iteration 46Q: 3 clusters Score -1379182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1379185.000000 Penalty: 4691.197266
	Iteration 47Q: 3 clusters Score -1379185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1379183.750000 Penalty: 4691.197266
	Iteration 48Q: 3 clusters Score -1379184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1379185.750000 Penalty: 4691.197266
	Iteration 49Q: 3 clusters Score -1379186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1379190.375000 Penalty: 4691.197266
	Iteration 50Q: 3 clusters Score -1379190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1379190.375000 Penalty: 4691.197266
	Iteration 51Q: 3 clusters Score -1379190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1379193.750000 Penalty: 4691.197266
	Iteration 52Q: 3 clusters Score -1379194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1379190.500000 Penalty: 4691.197266
	Iteration 53Q: 3 clusters Score -1379190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1379190.625000 Penalty: 4691.197266
	Iteration 54Q: 3 clusters Score -1379191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1379191.250000 Penalty: 4691.197266
	Iteration 55Q: 3 clusters Score -1379191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1379190.750000 Penalty: 4691.197266
	Iteration 56Q: 3 clusters Score -1379191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1379190.750000 Penalty: 4691.197266
	Iteration 57F: 3 clusters Score -1379191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Entering Unmasked Estep 
Score: -781973.937500 Penalty: 2181.866943
	Iteration 0F: 2 clusters Score -781973.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -776384.812500 Penalty: 4363.733887
	Iteration 0F: 3 clusters Score -776384.8 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -777975.000000 Penalty: 4363.733887
	Iteration 1F: 3 clusters Score -777975 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -778602.375000 Penalty: 4363.733887
	Iteration 2F: 3 clusters Score -778602.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -779339.000000 Penalty: 4363.733887
	Iteration 3F: 3 clusters Score -779339 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -779982.312500 Penalty: 4363.733887
	Iteration 4F: 3 clusters Score -779982.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -780330.312500 Penalty: 4363.733887
	Iteration 5F: 3 clusters Score -780330.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -780526.312500 Penalty: 4363.733887
	Iteration 6Q: 3 clusters Score -780526.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -780654.375000 Penalty: 4363.733887
	Iteration 7Q: 3 clusters Score -780654.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -780736.687500 Penalty: 4363.733887
	Iteration 8Q: 3 clusters Score -780736.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -780806.562500 Penalty: 4363.733887
	Iteration 9Q: 3 clusters Score -780806.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -780866.000000 Penalty: 4363.733887
	Iteration 10Q: 3 clusters Score -780866 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -780929.312500 Penalty: 4363.733887
	Iteration 11Q: 3 clusters Score -780929.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -780993.437500 Penalty: 4363.733887
	Iteration 12Q: 3 clusters Score -780993.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -781051.562500 Penalty: 4363.733887
	Iteration 13Q: 3 clusters Score -781051.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -781104.250000 Penalty: 4363.733887
	Iteration 14Q: 3 clusters Score -781104.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -781179.187500 Penalty: 4363.733887
	Iteration 15Q: 3 clusters Score -781179.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -781258.000000 Penalty: 4363.733887
	Iteration 16Q: 3 clusters Score -781258 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -781339.187500 Penalty: 4363.733887
	Iteration 17Q: 3 clusters Score -781339.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -781398.687500 Penalty: 4363.733887
	Iteration 18Q: 3 clusters Score -781398.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -781452.625000 Penalty: 4363.733887
	Iteration 19Q: 3 clusters Score -781452.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -781502.937500 Penalty: 4363.733887
	Iteration 20F: 3 clusters Score -781502.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -781539.562500 Penalty: 4363.733887
	Iteration 21Q: 3 clusters Score -781539.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -781560.437500 Penalty: 4363.733887
	Iteration 22Q: 3 clusters Score -781560.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -781584.062500 Penalty: 4363.733887
	Iteration 23Q: 3 clusters Score -781584.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -781600.000000 Penalty: 4363.733887
	Iteration 24Q: 3 clusters Score -781600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -781611.562500 Penalty: 4363.733887
	Iteration 25Q: 3 clusters Score -781611.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -781620.125000 Penalty: 4363.733887
	Iteration 26Q: 3 clusters Score -781620.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -781623.625000 Penalty: 4363.733887
	Iteration 27Q: 3 clusters Score -781623.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -781630.437500 Penalty: 4363.733887
	Iteration 28Q: 3 clusters Score -781630.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -781632.312500 Penalty: 4363.733887
	Iteration 29Q: 3 clusters Score -781632.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -781633.750000 Penalty: 4363.733887
	Iteration 30Q: 3 clusters Score -781633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -781638.875000 Penalty: 4363.733887
	Iteration 31Q: 3 clusters Score -781638.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -781638.562500 Penalty: 4363.733887
	Iteration 32Q: 3 clusters Score -781638.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -781639.812500 Penalty: 4363.733887
	Iteration 33Q: 3 clusters Score -781639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -781642.812500 Penalty: 4363.733887
	Iteration 34Q: 3 clusters Score -781642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -781644.937500 Penalty: 4363.733887
	Iteration 35Q: 3 clusters Score -781644.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -781644.000000 Penalty: 4363.733887
	Iteration 36Q: 3 clusters Score -781644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -781644.687500 Penalty: 4363.733887
	Iteration 37Q: 3 clusters Score -781644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -781645.437500 Penalty: 4363.733887
	Iteration 38Q: 3 clusters Score -781645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -781645.437500 Penalty: 4363.733887
	Iteration 39Q: 3 clusters Score -781645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -781646.812500 Penalty: 4363.733887
	Iteration 40F: 3 clusters Score -781646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -781648.937500 Penalty: 4363.733887
	Iteration 41Q: 3 clusters Score -781648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -781651.187500 Penalty: 4363.733887
	Iteration 42Q: 3 clusters Score -781651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -781651.312500 Penalty: 4363.733887
	Iteration 43Q: 3 clusters Score -781651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -781650.687500 Penalty: 4363.733887
	Iteration 44Q: 3 clusters Score -781650.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -781650.687500 Penalty: 4363.733887
	Iteration 45F: 3 clusters Score -781650.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Entering Unmasked Estep 
Score: -846286.750000 Penalty: 2187.716553
	Iteration 0F: 2 clusters Score -846286.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -840720.375000 Penalty: 4375.433105
	Iteration 0F: 3 clusters Score -840720.4 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -842177.437500 Penalty: 4375.433105
	Iteration 1F: 3 clusters Score -842177.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -842449.875000 Penalty: 4375.433105
	Iteration 2F: 3 clusters Score -842449.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -842672.750000 Penalty: 4375.433105
	Iteration 3F: 3 clusters Score -842672.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -842850.437500 Penalty: 4375.433105
	Iteration 4Q: 3 clusters Score -842850.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -843006.562500 Penalty: 4375.433105
	Iteration 5Q: 3 clusters Score -843006.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -843136.125000 Penalty: 4375.433105
	Iteration 6Q: 3 clusters Score -843136.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -843241.625000 Penalty: 4375.433105
	Iteration 7Q: 3 clusters Score -843241.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -843334.187500 Penalty: 4375.433105
	Iteration 8Q: 3 clusters Score -843334.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -843416.625000 Penalty: 4375.433105
	Iteration 9Q: 3 clusters Score -843416.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -843475.625000 Penalty: 4375.433105
	Iteration 10Q: 3 clusters Score -843475.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -843526.875000 Penalty: 4375.433105
	Iteration 11Q: 3 clusters Score -843526.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -843567.000000 Penalty: 4375.433105
	Iteration 12Q: 3 clusters Score -843567 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -843601.125000 Penalty: 4375.433105
	Iteration 13Q: 3 clusters Score -843601.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -843637.625000 Penalty: 4375.433105
	Iteration 14Q: 3 clusters Score -843637.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -843681.625000 Penalty: 4375.433105
	Iteration 15Q: 3 clusters Score -843681.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -843720.000000 Penalty: 4375.433105
	Iteration 16Q: 3 clusters Score -843720 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -843765.500000 Penalty: 4375.433105
	Iteration 17Q: 3 clusters Score -843765.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -843816.937500 Penalty: 4375.433105
	Iteration 18Q: 3 clusters Score -843816.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -843875.250000 Penalty: 4375.433105
	Iteration 19Q: 3 clusters Score -843875.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -843944.437500 Penalty: 4375.433105
	Iteration 20F: 3 clusters Score -843944.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -844025.062500 Penalty: 4375.433105
	Iteration 21Q: 3 clusters Score -844025.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -844103.437500 Penalty: 4375.433105
	Iteration 22Q: 3 clusters Score -844103.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -844173.250000 Penalty: 4375.433105
	Iteration 23Q: 3 clusters Score -844173.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -844233.875000 Penalty: 4375.433105
	Iteration 24Q: 3 clusters Score -844233.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -844313.812500 Penalty: 4375.433105
	Iteration 25Q: 3 clusters Score -844313.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -844383.625000 Penalty: 4375.433105
	Iteration 26Q: 3 clusters Score -844383.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -844432.500000 Penalty: 4375.433105
	Iteration 27Q: 3 clusters Score -844432.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -844476.500000 Penalty: 4375.433105
	Iteration 28Q: 3 clusters Score -844476.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -844518.375000 Penalty: 4375.433105
	Iteration 29Q: 3 clusters Score -844518.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -844558.500000 Penalty: 4375.433105
	Iteration 30Q: 3 clusters Score -844558.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -844592.625000 Penalty: 4375.433105
	Iteration 31Q: 3 clusters Score -844592.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -844619.625000 Penalty: 4375.433105
	Iteration 32Q: 3 clusters Score -844619.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -844642.750000 Penalty: 4375.433105
	Iteration 33Q: 3 clusters Score -844642.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -844664.125000 Penalty: 4375.433105
	Iteration 34Q: 3 clusters Score -844664.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -844683.937500 Penalty: 4375.433105
	Iteration 35Q: 3 clusters Score -844683.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -844698.875000 Penalty: 4375.433105
	Iteration 36Q: 3 clusters Score -844698.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -844713.000000 Penalty: 4375.433105
	Iteration 37Q: 3 clusters Score -844713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -844727.187500 Penalty: 4375.433105
	Iteration 38Q: 3 clusters Score -844727.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -844745.562500 Penalty: 4375.433105
	Iteration 39Q: 3 clusters Score -844745.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -844754.312500 Penalty: 4375.433105
	Iteration 40F: 3 clusters Score -844754.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -844761.500000 Penalty: 4375.433105
	Iteration 41Q: 3 clusters Score -844761.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -844767.875000 Penalty: 4375.433105
	Iteration 42Q: 3 clusters Score -844767.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -844775.562500 Penalty: 4375.433105
	Iteration 43Q: 3 clusters Score -844775.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -844780.250000 Penalty: 4375.433105
	Iteration 44Q: 3 clusters Score -844780.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -844783.562500 Penalty: 4375.433105
	Iteration 45Q: 3 clusters Score -844783.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -844788.125000 Penalty: 4375.433105
	Iteration 46Q: 3 clusters Score -844788.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -844791.500000 Penalty: 4375.433105
	Iteration 47Q: 3 clusters Score -844791.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -844790.812500 Penalty: 4375.433105
	Iteration 48Q: 3 clusters Score -844790.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -844793.500000 Penalty: 4375.433105
	Iteration 49Q: 3 clusters Score -844793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -844794.937500 Penalty: 4375.433105
	Iteration 50Q: 3 clusters Score -844794.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -844797.250000 Penalty: 4375.433105
	Iteration 51Q: 3 clusters Score -844797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -844798.875000 Penalty: 4375.433105
	Iteration 52Q: 3 clusters Score -844798.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -844801.875000 Penalty: 4375.433105
	Iteration 53Q: 3 clusters Score -844801.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -844802.062500 Penalty: 4375.433105
	Iteration 54Q: 3 clusters Score -844802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -844802.437500 Penalty: 4375.433105
	Iteration 55Q: 3 clusters Score -844802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -844802.437500 Penalty: 4375.433105
	Iteration 56F: 3 clusters Score -844802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Entering Unmasked Estep 
Score: -354260.468750 Penalty: 1984.668091
	Iteration 0F: 2 clusters Score -354260.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -350977.968750 Penalty: 3969.336182
	Iteration 0F: 3 clusters Score -350978 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -351643.000000 Penalty: 3969.336182
	Iteration 1F: 3 clusters Score -351643 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -351831.625000 Penalty: 3969.336182
	Iteration 2F: 3 clusters Score -351831.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -351951.187500 Penalty: 3969.336182
	Iteration 3F: 3 clusters Score -351951.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -352026.625000 Penalty: 3969.336182
	Iteration 4Q: 3 clusters Score -352026.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -352094.468750 Penalty: 3969.336182
	Iteration 5Q: 3 clusters Score -352094.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -352150.125000 Penalty: 3969.336182
	Iteration 6Q: 3 clusters Score -352150.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -352207.375000 Penalty: 3969.336182
	Iteration 7Q: 3 clusters Score -352207.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -352264.843750 Penalty: 3969.336182
	Iteration 8Q: 3 clusters Score -352264.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -352301.875000 Penalty: 3969.336182
	Iteration 9Q: 3 clusters Score -352301.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -352336.250000 Penalty: 3969.336182
	Iteration 10Q: 3 clusters Score -352336.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -352368.562500 Penalty: 3969.336182
	Iteration 11Q: 3 clusters Score -352368.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -352389.718750 Penalty: 3969.336182
	Iteration 12Q: 3 clusters Score -352389.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -352405.437500 Penalty: 3969.336182
	Iteration 13Q: 3 clusters Score -352405.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -352418.687500 Penalty: 3969.336182
	Iteration 14Q: 3 clusters Score -352418.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -352430.750000 Penalty: 3969.336182
	Iteration 15Q: 3 clusters Score -352430.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -352438.906250 Penalty: 3969.336182
	Iteration 16Q: 3 clusters Score -352438.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -352443.906250 Penalty: 3969.336182
	Iteration 17Q: 3 clusters Score -352443.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -352447.781250 Penalty: 3969.336182
	Iteration 18Q: 3 clusters Score -352447.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -352454.031250 Penalty: 3969.336182
	Iteration 19Q: 3 clusters Score -352454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -352461.062500 Penalty: 3969.336182
	Iteration 20F: 3 clusters Score -352461.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -352469.656250 Penalty: 3969.336182
	Iteration 21Q: 3 clusters Score -352469.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -352477.187500 Penalty: 3969.336182
	Iteration 22Q: 3 clusters Score -352477.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -352484.687500 Penalty: 3969.336182
	Iteration 23Q: 3 clusters Score -352484.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -352489.468750 Penalty: 3969.336182
	Iteration 24Q: 3 clusters Score -352489.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -352491.625000 Penalty: 3969.336182
	Iteration 25Q: 3 clusters Score -352491.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -352493.125000 Penalty: 3969.336182
	Iteration 26Q: 3 clusters Score -352493.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -352494.875000 Penalty: 3969.336182
	Iteration 27Q: 3 clusters Score -352494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -352498.500000 Penalty: 3969.336182
	Iteration 28Q: 3 clusters Score -352498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -352502.843750 Penalty: 3969.336182
	Iteration 29Q: 3 clusters Score -352502.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -352505.625000 Penalty: 3969.336182
	Iteration 30Q: 3 clusters Score -352505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -352507.250000 Penalty: 3969.336182
	Iteration 31Q: 3 clusters Score -352507.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -352509.062500 Penalty: 3969.336182
	Iteration 32Q: 3 clusters Score -352509.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -352511.062500 Penalty: 3969.336182
	Iteration 33Q: 3 clusters Score -352511.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -352512.062500 Penalty: 3969.336182
	Iteration 34Q: 3 clusters Score -352512.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -352515.187500 Penalty: 3969.336182
	Iteration 35Q: 3 clusters Score -352515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -352517.531250 Penalty: 3969.336182
	Iteration 36Q: 3 clusters Score -352517.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -352521.656250 Penalty: 3969.336182
	Iteration 37Q: 3 clusters Score -352521.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -352525.312500 Penalty: 3969.336182
	Iteration 38Q: 3 clusters Score -352525.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -352532.500000 Penalty: 3969.336182
	Iteration 39Q: 3 clusters Score -352532.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -352538.656250 Penalty: 3969.336182
	Iteration 40F: 3 clusters Score -352538.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -352542.031250 Penalty: 3969.336182
	Iteration 41Q: 3 clusters Score -352542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -352548.812500 Penalty: 3969.336182
	Iteration 42Q: 3 clusters Score -352548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -352552.500000 Penalty: 3969.336182
	Iteration 43Q: 3 clusters Score -352552.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -352557.000000 Penalty: 3969.336182
	Iteration 44Q: 3 clusters Score -352557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -352561.093750 Penalty: 3969.336182
	Iteration 45Q: 3 clusters Score -352561.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -352566.343750 Penalty: 3969.336182
	Iteration 46Q: 3 clusters Score -352566.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -352570.468750 Penalty: 3969.336182
	Iteration 47Q: 3 clusters Score -352570.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -352573.562500 Penalty: 3969.336182
	Iteration 48Q: 3 clusters Score -352573.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -352576.718750 Penalty: 3969.336182
	Iteration 49Q: 3 clusters Score -352576.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -352578.500000 Penalty: 3969.336182
	Iteration 50Q: 3 clusters Score -352578.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -352580.125000 Penalty: 3969.336182
	Iteration 51Q: 3 clusters Score -352580.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -352582.343750 Penalty: 3969.336182
	Iteration 52Q: 3 clusters Score -352582.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -352584.343750 Penalty: 3969.336182
	Iteration 53Q: 3 clusters Score -352584.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -352585.437500 Penalty: 3969.336182
	Iteration 54Q: 3 clusters Score -352585.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -352588.906250 Penalty: 3969.336182
	Iteration 55Q: 3 clusters Score -352588.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -352590.468750 Penalty: 3969.336182
	Iteration 56Q: 3 clusters Score -352590.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -352591.187500 Penalty: 3969.336182
	Iteration 57Q: 3 clusters Score -352591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -352592.187500 Penalty: 3969.336182
	Iteration 58Q: 3 clusters Score -352592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -352592.562500 Penalty: 3969.336182
	Iteration 59Q: 3 clusters Score -352592.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -352593.281250 Penalty: 3969.336182
	Iteration 60F: 3 clusters Score -352593.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -187928.109375 Penalty: 1764.664307
	Iteration 0F: 2 clusters Score -187928.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -185835.328125 Penalty: 3529.328613
	Iteration 0F: 3 clusters Score -185835.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -186284.093750 Penalty: 3529.328613
	Iteration 1F: 3 clusters Score -186284.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -186602.000000 Penalty: 3529.328613
	Iteration 2F: 3 clusters Score -186602 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -186811.812500 Penalty: 3529.328613
	Iteration 3F: 3 clusters Score -186811.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -186979.234375 Penalty: 3529.328613
	Iteration 4F: 3 clusters Score -186979.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -187119.468750 Penalty: 3529.328613
	Iteration 5F: 3 clusters Score -187119.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -187220.984375 Penalty: 3529.328613
	Iteration 6Q: 3 clusters Score -187221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -187293.656250 Penalty: 3529.328613
	Iteration 7Q: 3 clusters Score -187293.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -187370.703125 Penalty: 3529.328613
	Iteration 8Q: 3 clusters Score -187370.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -187429.828125 Penalty: 3529.328613
	Iteration 9Q: 3 clusters Score -187429.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -187481.468750 Penalty: 3529.328613
	Iteration 10Q: 3 clusters Score -187481.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -187496.265625 Penalty: 3529.328613
	Iteration 11Q: 3 clusters Score -187496.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -187513.421875 Penalty: 3529.328613
	Iteration 12Q: 3 clusters Score -187513.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -187531.062500 Penalty: 3529.328613
	Iteration 13Q: 3 clusters Score -187531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -187535.125000 Penalty: 3529.328613
	Iteration 14Q: 3 clusters Score -187535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -187535.125000 Penalty: 3529.328613
	Iteration 15F: 3 clusters Score -187535.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (8899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Entering Unmasked Estep 
Score: -1053218.125000 Penalty: 2255.236084
	Iteration 0F: 2 clusters Score -1053218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1046267.500000 Penalty: 4510.472168
	Iteration 0F: 3 clusters Score -1046268 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1048717.625000 Penalty: 4510.472168
	Iteration 1F: 3 clusters Score -1048718 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1049626.625000 Penalty: 4510.472168
	Iteration 2F: 3 clusters Score -1049627 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1050508.500000 Penalty: 4510.472168
	Iteration 3F: 3 clusters Score -1050508 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1051370.000000 Penalty: 4510.472168
	Iteration 4F: 3 clusters Score -1051370 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1052056.500000 Penalty: 4510.472168
	Iteration 5F: 3 clusters Score -1052056 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1052489.875000 Penalty: 4510.472168
	Iteration 6F: 3 clusters Score -1052490 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1052740.375000 Penalty: 4510.472168
	Iteration 7Q: 3 clusters Score -1052740 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1052912.875000 Penalty: 4510.472168
	Iteration 8Q: 3 clusters Score -1052913 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1053028.875000 Penalty: 4510.472168
	Iteration 9Q: 3 clusters Score -1053029 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1053103.125000 Penalty: 4510.472168
	Iteration 10Q: 3 clusters Score -1053103 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1053158.750000 Penalty: 4510.472168
	Iteration 11Q: 3 clusters Score -1053159 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1053198.125000 Penalty: 4510.472168
	Iteration 12Q: 3 clusters Score -1053198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1053225.750000 Penalty: 4510.472168
	Iteration 13Q: 3 clusters Score -1053226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1053255.250000 Penalty: 4510.472168
	Iteration 14Q: 3 clusters Score -1053255 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1053284.250000 Penalty: 4510.472168
	Iteration 15Q: 3 clusters Score -1053284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1053307.250000 Penalty: 4510.472168
	Iteration 16Q: 3 clusters Score -1053307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1053320.250000 Penalty: 4510.472168
	Iteration 17Q: 3 clusters Score -1053320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1053336.500000 Penalty: 4510.472168
	Iteration 18Q: 3 clusters Score -1053336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1053350.875000 Penalty: 4510.472168
	Iteration 19Q: 3 clusters Score -1053351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1053363.625000 Penalty: 4510.472168
	Iteration 20F: 3 clusters Score -1053364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1053376.125000 Penalty: 4510.472168
	Iteration 21Q: 3 clusters Score -1053376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1053379.875000 Penalty: 4510.472168
	Iteration 22Q: 3 clusters Score -1053380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1053385.750000 Penalty: 4510.472168
	Iteration 23Q: 3 clusters Score -1053386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1053388.125000 Penalty: 4510.472168
	Iteration 24Q: 3 clusters Score -1053388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1053389.875000 Penalty: 4510.472168
	Iteration 25Q: 3 clusters Score -1053390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1053390.625000 Penalty: 4510.472168
	Iteration 26Q: 3 clusters Score -1053391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1053390.625000 Penalty: 4510.472168
	Iteration 27F: 3 clusters Score -1053391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235277 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75875 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12681 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94226 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41937 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16280 members 
Mstep: Class 34 contains 15546 members 
Mstep: Class 35 contains 96457 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6768 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12811 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6778 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 3521 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16042 members 
Mstep: Class 61 contains 28787 members 
Mstep: Class 62 contains 32575 members 
Mstep: Class 63 contains 92124 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Mstep: Class 82 contains 5378 members 
Entering Unmasked Estep 
Score: -154539680.000000 Penalty: 286492.562500
Splitting cluster 52 changes total score from -154540944.000000 to -154539680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (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: -95804.601562 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -95804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -93930.453125 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -93930.45 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -94296.789062 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -94296.79 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -94428.375000 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -94428.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -94506.828125 Penalty: 3401.326904
	Iteration 3Q: 3 clusters Score -94506.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -94564.992188 Penalty: 3401.326904
	Iteration 4Q: 3 clusters Score -94564.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -94621.968750 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -94621.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -94684.539062 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -94684.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -94740.820312 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -94740.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -94770.164062 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -94770.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -94796.695312 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -94796.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -94826.210938 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -94826.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -94855.132812 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -94855.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -94885.906250 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -94885.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -94910.140625 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -94910.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -94946.359375 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -94946.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -94973.726562 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -94973.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -95010.789062 Penalty: 3401.326904
	Iteration 16Q: 3 clusters Score -95010.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -95027.585938 Penalty: 3401.326904
	Iteration 17Q: 3 clusters Score -95027.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -95049.367188 Penalty: 3401.326904
	Iteration 18Q: 3 clusters Score -95049.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -95061.289062 Penalty: 3401.326904
	Iteration 19Q: 3 clusters Score -95061.29 nChanged 7
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: -95079.203125 Penalty: 3401.326904
	Iteration 20F: 3 clusters Score -95079.2 nChanged 8
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: -95110.789062 Penalty: 3401.326904
	Iteration 21Q: 3 clusters Score -95110.79 nChanged 9
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: -95141.726562 Penalty: 3401.326904
	Iteration 22Q: 3 clusters Score -95141.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -95168.695312 Penalty: 3401.326904
	Iteration 23Q: 3 clusters Score -95168.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -95200.539062 Penalty: 3401.326904
	Iteration 24Q: 3 clusters Score -95200.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -95229.664062 Penalty: 3401.326904
	Iteration 25Q: 3 clusters Score -95229.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -95256.000000 Penalty: 3401.326904
	Iteration 26Q: 3 clusters Score -95256 nChanged 13
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: -95298.781250 Penalty: 3401.326904
	Iteration 27Q: 3 clusters Score -95298.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -95316.234375 Penalty: 3401.326904
	Iteration 28Q: 3 clusters Score -95316.23 nChanged 12
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: -95349.437500 Penalty: 3401.326904
	Iteration 29Q: 3 clusters Score -95349.44 nChanged 11
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: -95376.421875 Penalty: 3401.326904
	Iteration 30Q: 3 clusters Score -95376.42 nChanged 4
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: -95384.968750 Penalty: 3401.326904
	Iteration 31Q: 3 clusters Score -95384.97 nChanged 7
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: -95393.390625 Penalty: 3401.326904
	Iteration 32Q: 3 clusters Score -95393.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -95399.726562 Penalty: 3401.326904
	Iteration 33Q: 3 clusters Score -95399.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95400.687500 Penalty: 3401.326904
	Iteration 34Q: 3 clusters Score -95400.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95400.687500 Penalty: 3401.326904
	Iteration 35F: 3 clusters Score -95400.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Entering Unmasked Estep 
Score: -306490.968750 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -306491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -303484.312500 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -303484.3 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -304124.718750 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -304124.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -304347.281250 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -304347.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -304493.437500 Penalty: 3890.743408
	Iteration 3F: 3 clusters Score -304493.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -304600.625000 Penalty: 3890.743408
	Iteration 4Q: 3 clusters Score -304600.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -304697.187500 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -304697.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -304777.656250 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -304777.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -304823.093750 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -304823.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -304866.375000 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -304866.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -304908.343750 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -304908.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -304947.625000 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -304947.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -304980.906250 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -304980.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -305018.625000 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -305018.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -305049.156250 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -305049.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -305078.968750 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -305079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -305099.812500 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -305099.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -305110.593750 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -305110.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -305118.906250 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -305118.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -305126.625000 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -305126.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -305132.531250 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -305132.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -305143.562500 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -305143.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -305151.937500 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -305151.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -305158.031250 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -305158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -305166.718750 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -305166.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -305174.781250 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -305174.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -305184.343750 Penalty: 3890.743408
	Iteration 25Q: 3 clusters Score -305184.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -305191.718750 Penalty: 3890.743408
	Iteration 26Q: 3 clusters Score -305191.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -305198.156250 Penalty: 3890.743408
	Iteration 27Q: 3 clusters Score -305198.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -305203.906250 Penalty: 3890.743408
	Iteration 28Q: 3 clusters Score -305203.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -305210.406250 Penalty: 3890.743408
	Iteration 29Q: 3 clusters Score -305210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -305214.468750 Penalty: 3890.743408
	Iteration 30Q: 3 clusters Score -305214.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -305218.093750 Penalty: 3890.743408
	Iteration 31Q: 3 clusters Score -305218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -305219.500000 Penalty: 3890.743408
	Iteration 32Q: 3 clusters Score -305219.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -305224.031250 Penalty: 3890.743408
	Iteration 33Q: 3 clusters Score -305224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -305227.000000 Penalty: 3890.743408
	Iteration 34Q: 3 clusters Score -305227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -305232.125000 Penalty: 3890.743408
	Iteration 35Q: 3 clusters Score -305232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -305237.718750 Penalty: 3890.743408
	Iteration 36Q: 3 clusters Score -305237.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -305241.406250 Penalty: 3890.743408
	Iteration 37Q: 3 clusters Score -305241.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -305245.968750 Penalty: 3890.743408
	Iteration 38Q: 3 clusters Score -305246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -305253.656250 Penalty: 3890.743408
	Iteration 39Q: 3 clusters Score -305253.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -305259.593750 Penalty: 3890.743408
	Iteration 40F: 3 clusters Score -305259.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -305267.312500 Penalty: 3890.743408
	Iteration 41Q: 3 clusters Score -305267.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -305275.000000 Penalty: 3890.743408
	Iteration 42Q: 3 clusters Score -305275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -305282.750000 Penalty: 3890.743408
	Iteration 43Q: 3 clusters Score -305282.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -305289.531250 Penalty: 3890.743408
	Iteration 44Q: 3 clusters Score -305289.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -305295.843750 Penalty: 3890.743408
	Iteration 45Q: 3 clusters Score -305295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -305305.468750 Penalty: 3890.743408
	Iteration 46Q: 3 clusters Score -305305.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -305318.562500 Penalty: 3890.743408
	Iteration 47Q: 3 clusters Score -305318.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -305328.281250 Penalty: 3890.743408
	Iteration 48Q: 3 clusters Score -305328.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -305334.875000 Penalty: 3890.743408
	Iteration 49Q: 3 clusters Score -305334.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -305340.375000 Penalty: 3890.743408
	Iteration 50Q: 3 clusters Score -305340.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -305345.625000 Penalty: 3890.743408
	Iteration 51Q: 3 clusters Score -305345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -305349.718750 Penalty: 3890.743408
	Iteration 52Q: 3 clusters Score -305349.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -305358.968750 Penalty: 3890.743408
	Iteration 53Q: 3 clusters Score -305359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -305362.937500 Penalty: 3890.743408
	Iteration 54Q: 3 clusters Score -305362.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -305367.125000 Penalty: 3890.743408
	Iteration 55Q: 3 clusters Score -305367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -305368.718750 Penalty: 3890.743408
	Iteration 56Q: 3 clusters Score -305368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -305371.062500 Penalty: 3890.743408
	Iteration 57Q: 3 clusters Score -305371.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -305372.437500 Penalty: 3890.743408
	Iteration 58Q: 3 clusters Score -305372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -305373.937500 Penalty: 3890.743408
	Iteration 59Q: 3 clusters Score -305373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -305374.250000 Penalty: 3890.743408
	Iteration 60F: 3 clusters Score -305374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -305375.968750 Penalty: 3890.743408
	Iteration 61Q: 3 clusters Score -305376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -305377.062500 Penalty: 3890.743408
	Iteration 62Q: 3 clusters Score -305377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -305377.531250 Penalty: 3890.743408
	Iteration 63Q: 3 clusters Score -305377.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -305377.531250 Penalty: 3890.743408
	Iteration 64F: 3 clusters Score -305377.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -97986.390625 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -97986.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -96353.882812 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -96353.88 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96689.437500 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -96689.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96882.960938 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -96882.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -97001.460938 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -97001.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97105.179688 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -97105.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97144.367188 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -97144.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -97170.234375 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -97170.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97187.171875 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -97187.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97210.820312 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -97210.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97228.937500 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -97228.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97233.515625 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -97233.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -97243.554688 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -97243.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97261.585938 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -97261.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97283.203125 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -97283.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97292.132812 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -97292.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97292.132812 Penalty: 3234.228271
	Iteration 15F: 3 clusters Score -97292.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Entering Unmasked Estep 
Score: -283479.625000 Penalty: 1928.372559
	Iteration 0F: 2 clusters Score -283479.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -280640.406250 Penalty: 3856.745117
	Iteration 0F: 3 clusters Score -280640.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -281177.250000 Penalty: 3856.745117
	Iteration 1F: 3 clusters Score -281177.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -281363.156250 Penalty: 3856.745117
	Iteration 2F: 3 clusters Score -281363.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -281489.343750 Penalty: 3856.745117
	Iteration 3F: 3 clusters Score -281489.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -281596.531250 Penalty: 3856.745117
	Iteration 4Q: 3 clusters Score -281596.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -281698.718750 Penalty: 3856.745117
	Iteration 5Q: 3 clusters Score -281698.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -281798.343750 Penalty: 3856.745117
	Iteration 6Q: 3 clusters Score -281798.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -281887.281250 Penalty: 3856.745117
	Iteration 7Q: 3 clusters Score -281887.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -281974.500000 Penalty: 3856.745117
	Iteration 8Q: 3 clusters Score -281974.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -282065.093750 Penalty: 3856.745117
	Iteration 9Q: 3 clusters Score -282065.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -282159.750000 Penalty: 3856.745117
	Iteration 10Q: 3 clusters Score -282159.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -282214.218750 Penalty: 3856.745117
	Iteration 11Q: 3 clusters Score -282214.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -282257.718750 Penalty: 3856.745117
	Iteration 12Q: 3 clusters Score -282257.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -282279.500000 Penalty: 3856.745117
	Iteration 13Q: 3 clusters Score -282279.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -282295.656250 Penalty: 3856.745117
	Iteration 14Q: 3 clusters Score -282295.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -282301.937500 Penalty: 3856.745117
	Iteration 15Q: 3 clusters Score -282301.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -282310.843750 Penalty: 3856.745117
	Iteration 16Q: 3 clusters Score -282310.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -282319.125000 Penalty: 3856.745117
	Iteration 17Q: 3 clusters Score -282319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -282321.656250 Penalty: 3856.745117
	Iteration 18Q: 3 clusters Score -282321.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -282322.312500 Penalty: 3856.745117
	Iteration 19Q: 3 clusters Score -282322.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -282323.156250 Penalty: 3856.745117
	Iteration 20F: 3 clusters Score -282323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -282323.906250 Penalty: 3856.745117
	Iteration 21Q: 3 clusters Score -282323.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -282323.906250 Penalty: 3856.745117
	Iteration 22F: 3 clusters Score -282323.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (16560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Entering Unmasked Estep 
Score: -2057138.750000 Penalty: 2409.256836
	Iteration 0F: 2 clusters Score -2057139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2045216.125000 Penalty: 4818.513672
	Iteration 0F: 3 clusters Score -2045216 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2049173.375000 Penalty: 4818.513672
	Iteration 1F: 3 clusters Score -2049173 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2049516.500000 Penalty: 4818.513672
	Iteration 2F: 3 clusters Score -2049516 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2049768.000000 Penalty: 4818.513672
	Iteration 3Q: 3 clusters Score -2049768 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2049968.500000 Penalty: 4818.513672
	Iteration 4Q: 3 clusters Score -2049968 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2050167.875000 Penalty: 4818.513672
	Iteration 5Q: 3 clusters Score -2050168 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2050400.125000 Penalty: 4818.513672
	Iteration 6Q: 3 clusters Score -2050400 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2050710.000000 Penalty: 4818.513672
	Iteration 7Q: 3 clusters Score -2050710 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2051158.000000 Penalty: 4818.513672
	Iteration 8Q: 3 clusters Score -2051158 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2051816.625000 Penalty: 4818.513672
	Iteration 9F: 3 clusters Score -2051817 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2052698.125000 Penalty: 4818.513672
	Iteration 10F: 3 clusters Score -2052698 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2053626.750000 Penalty: 4818.513672
	Iteration 11F: 3 clusters Score -2053627 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2054373.625000 Penalty: 4818.513672
	Iteration 12Q: 3 clusters Score -2054374 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2054851.375000 Penalty: 4818.513672
	Iteration 13Q: 3 clusters Score -2054851 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2055049.750000 Penalty: 4818.513672
	Iteration 14Q: 3 clusters Score -2055050 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2055164.500000 Penalty: 4818.513672
	Iteration 15Q: 3 clusters Score -2055164 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2055222.125000 Penalty: 4818.513672
	Iteration 16Q: 3 clusters Score -2055222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2055259.125000 Penalty: 4818.513672
	Iteration 17Q: 3 clusters Score -2055259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2055273.750000 Penalty: 4818.513672
	Iteration 18Q: 3 clusters Score -2055274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2055291.500000 Penalty: 4818.513672
	Iteration 19Q: 3 clusters Score -2055292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2055309.875000 Penalty: 4818.513672
	Iteration 20F: 3 clusters Score -2055310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2055321.375000 Penalty: 4818.513672
	Iteration 21Q: 3 clusters Score -2055321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2055332.750000 Penalty: 4818.513672
	Iteration 22Q: 3 clusters Score -2055333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2055342.375000 Penalty: 4818.513672
	Iteration 23Q: 3 clusters Score -2055342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2055351.125000 Penalty: 4818.513672
	Iteration 24Q: 3 clusters Score -2055351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2055354.750000 Penalty: 4818.513672
	Iteration 25Q: 3 clusters Score -2055355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2055362.125000 Penalty: 4818.513672
	Iteration 26Q: 3 clusters Score -2055362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2055362.125000 Penalty: 4818.513672
	Iteration 27Q: 3 clusters Score -2055362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2055363.750000 Penalty: 4818.513672
	Iteration 28Q: 3 clusters Score -2055364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2055363.750000 Penalty: 4818.513672
	Iteration 29F: 3 clusters Score -2055364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -244122.312500 Penalty: 1897.477783
	Iteration 0F: 2 clusters Score -244122.3 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 1040 members 
Entering Unmasked Estep 
Score: -241430.750000 Penalty: 3794.955566
	Iteration 0F: 3 clusters Score -241430.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -241852.062500 Penalty: 3794.955566
	Iteration 1F: 3 clusters Score -241852.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -241968.703125 Penalty: 3794.955566
	Iteration 2F: 3 clusters Score -241968.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -242047.250000 Penalty: 3794.955566
	Iteration 3Q: 3 clusters Score -242047.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -242090.515625 Penalty: 3794.955566
	Iteration 4Q: 3 clusters Score -242090.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -242114.812500 Penalty: 3794.955566
	Iteration 5Q: 3 clusters Score -242114.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -242143.265625 Penalty: 3794.955566
	Iteration 6Q: 3 clusters Score -242143.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -242160.406250 Penalty: 3794.955566
	Iteration 7Q: 3 clusters Score -242160.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -242173.781250 Penalty: 3794.955566
	Iteration 8Q: 3 clusters Score -242173.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -242184.953125 Penalty: 3794.955566
	Iteration 9Q: 3 clusters Score -242185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -242194.656250 Penalty: 3794.955566
	Iteration 10Q: 3 clusters Score -242194.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -242201.781250 Penalty: 3794.955566
	Iteration 11Q: 3 clusters Score -242201.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -242209.359375 Penalty: 3794.955566
	Iteration 12Q: 3 clusters Score -242209.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -242215.578125 Penalty: 3794.955566
	Iteration 13Q: 3 clusters Score -242215.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -242220.625000 Penalty: 3794.955566
	Iteration 14Q: 3 clusters Score -242220.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -242226.609375 Penalty: 3794.955566
	Iteration 15Q: 3 clusters Score -242226.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -242228.687500 Penalty: 3794.955566
	Iteration 16Q: 3 clusters Score -242228.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -242229.984375 Penalty: 3794.955566
	Iteration 17Q: 3 clusters Score -242230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -242231.781250 Penalty: 3794.955566
	Iteration 18Q: 3 clusters Score -242231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -242231.781250 Penalty: 3794.955566
	Iteration 19F: 3 clusters Score -242231.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -519190.718750 Penalty: 2083.586426
	Iteration 0F: 2 clusters Score -519190.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -515038.500000 Penalty: 4167.172852
	Iteration 0F: 3 clusters Score -515038.5 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -516125.625000 Penalty: 4167.172852
	Iteration 1F: 3 clusters Score -516125.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -516474.593750 Penalty: 4167.172852
	Iteration 2F: 3 clusters Score -516474.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -516750.687500 Penalty: 4167.172852
	Iteration 3F: 3 clusters Score -516750.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -517003.468750 Penalty: 4167.172852
	Iteration 4F: 3 clusters Score -517003.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -517193.437500 Penalty: 4167.172852
	Iteration 5F: 3 clusters Score -517193.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -517343.343750 Penalty: 4167.172852
	Iteration 6Q: 3 clusters Score -517343.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -517460.281250 Penalty: 4167.172852
	Iteration 7Q: 3 clusters Score -517460.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -517545.375000 Penalty: 4167.172852
	Iteration 8Q: 3 clusters Score -517545.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -517594.125000 Penalty: 4167.172852
	Iteration 9Q: 3 clusters Score -517594.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -517641.375000 Penalty: 4167.172852
	Iteration 10Q: 3 clusters Score -517641.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -517667.937500 Penalty: 4167.172852
	Iteration 11Q: 3 clusters Score -517667.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -517690.468750 Penalty: 4167.172852
	Iteration 12Q: 3 clusters Score -517690.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -517708.656250 Penalty: 4167.172852
	Iteration 13Q: 3 clusters Score -517708.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -517722.093750 Penalty: 4167.172852
	Iteration 14Q: 3 clusters Score -517722.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -517730.968750 Penalty: 4167.172852
	Iteration 15Q: 3 clusters Score -517731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -517740.656250 Penalty: 4167.172852
	Iteration 16Q: 3 clusters Score -517740.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -517751.125000 Penalty: 4167.172852
	Iteration 17Q: 3 clusters Score -517751.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -517758.468750 Penalty: 4167.172852
	Iteration 18Q: 3 clusters Score -517758.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -517765.187500 Penalty: 4167.172852
	Iteration 19Q: 3 clusters Score -517765.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -517768.812500 Penalty: 4167.172852
	Iteration 20F: 3 clusters Score -517768.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -517770.468750 Penalty: 4167.172852
	Iteration 21Q: 3 clusters Score -517770.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -517772.250000 Penalty: 4167.172852
	Iteration 22Q: 3 clusters Score -517772.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -517774.437500 Penalty: 4167.172852
	Iteration 23Q: 3 clusters Score -517774.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -517776.625000 Penalty: 4167.172852
	Iteration 24Q: 3 clusters Score -517776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -517777.156250 Penalty: 4167.172852
	Iteration 25Q: 3 clusters Score -517777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -517777.312500 Penalty: 4167.172852
	Iteration 26Q: 3 clusters Score -517777.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -517777.312500 Penalty: 4167.172852
	Iteration 27F: 3 clusters Score -517777.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (16042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Entering Unmasked Estep 
Score: -1966997.250000 Penalty: 2401.375488
	Iteration 0F: 2 clusters Score -1966997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1955390.250000 Penalty: 4802.750977
	Iteration 0F: 3 clusters Score -1955390 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1959276.000000 Penalty: 4802.750977
	Iteration 1F: 3 clusters Score -1959276 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1959767.625000 Penalty: 4802.750977
	Iteration 2F: 3 clusters Score -1959768 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1960221.875000 Penalty: 4802.750977
	Iteration 3F: 3 clusters Score -1960222 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1960682.000000 Penalty: 4802.750977
	Iteration 4Q: 3 clusters Score -1960682 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1961132.750000 Penalty: 4802.750977
	Iteration 5Q: 3 clusters Score -1961133 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1961553.250000 Penalty: 4802.750977
	Iteration 6Q: 3 clusters Score -1961553 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1961967.875000 Penalty: 4802.750977
	Iteration 7Q: 3 clusters Score -1961968 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1962431.500000 Penalty: 4802.750977
	Iteration 8Q: 3 clusters Score -1962432 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1962824.625000 Penalty: 4802.750977
	Iteration 9Q: 3 clusters Score -1962825 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1963209.375000 Penalty: 4802.750977
	Iteration 10Q: 3 clusters Score -1963209 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1963541.625000 Penalty: 4802.750977
	Iteration 11Q: 3 clusters Score -1963542 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1963817.375000 Penalty: 4802.750977
	Iteration 12Q: 3 clusters Score -1963817 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1964014.625000 Penalty: 4802.750977
	Iteration 13Q: 3 clusters Score -1964015 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1964169.500000 Penalty: 4802.750977
	Iteration 14Q: 3 clusters Score -1964170 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1964295.875000 Penalty: 4802.750977
	Iteration 15Q: 3 clusters Score -1964296 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1964430.375000 Penalty: 4802.750977
	Iteration 16Q: 3 clusters Score -1964430 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1964536.125000 Penalty: 4802.750977
	Iteration 17Q: 3 clusters Score -1964536 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1964631.250000 Penalty: 4802.750977
	Iteration 18Q: 3 clusters Score -1964631 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1964708.625000 Penalty: 4802.750977
	Iteration 19Q: 3 clusters Score -1964709 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1964783.250000 Penalty: 4802.750977
	Iteration 20F: 3 clusters Score -1964783 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1964849.625000 Penalty: 4802.750977
	Iteration 21Q: 3 clusters Score -1964850 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1964913.750000 Penalty: 4802.750977
	Iteration 22Q: 3 clusters Score -1964914 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1964967.625000 Penalty: 4802.750977
	Iteration 23Q: 3 clusters Score -1964968 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1965013.125000 Penalty: 4802.750977
	Iteration 24Q: 3 clusters Score -1965013 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1965050.625000 Penalty: 4802.750977
	Iteration 25Q: 3 clusters Score -1965051 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1965074.875000 Penalty: 4802.750977
	Iteration 26Q: 3 clusters Score -1965075 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1965098.125000 Penalty: 4802.750977
	Iteration 27Q: 3 clusters Score -1965098 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1965132.625000 Penalty: 4802.750977
	Iteration 28Q: 3 clusters Score -1965133 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1965155.750000 Penalty: 4802.750977
	Iteration 29Q: 3 clusters Score -1965156 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1965174.750000 Penalty: 4802.750977
	Iteration 30Q: 3 clusters Score -1965175 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1965195.750000 Penalty: 4802.750977
	Iteration 31Q: 3 clusters Score -1965196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1965214.125000 Penalty: 4802.750977
	Iteration 32Q: 3 clusters Score -1965214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1965226.500000 Penalty: 4802.750977
	Iteration 33Q: 3 clusters Score -1965226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1965232.625000 Penalty: 4802.750977
	Iteration 34Q: 3 clusters Score -1965233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1965248.125000 Penalty: 4802.750977
	Iteration 35Q: 3 clusters Score -1965248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1965258.750000 Penalty: 4802.750977
	Iteration 36Q: 3 clusters Score -1965259 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1965270.500000 Penalty: 4802.750977
	Iteration 37Q: 3 clusters Score -1965270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1965279.375000 Penalty: 4802.750977
	Iteration 38Q: 3 clusters Score -1965279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1965291.500000 Penalty: 4802.750977
	Iteration 39Q: 3 clusters Score -1965292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1965289.750000 Penalty: 4802.750977
	Iteration 40F: 3 clusters Score -1965290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1965294.250000 Penalty: 4802.750977
	Iteration 41Q: 3 clusters Score -1965294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1965295.875000 Penalty: 4802.750977
	Iteration 42Q: 3 clusters Score -1965296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1965300.375000 Penalty: 4802.750977
	Iteration 43Q: 3 clusters Score -1965300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1965299.625000 Penalty: 4802.750977
	Iteration 44Q: 3 clusters Score -1965300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1965304.250000 Penalty: 4802.750977
	Iteration 45Q: 3 clusters Score -1965304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1965304.375000 Penalty: 4802.750977
	Iteration 46Q: 3 clusters Score -1965304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1965306.125000 Penalty: 4802.750977
	Iteration 47Q: 3 clusters Score -1965306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1965309.000000 Penalty: 4802.750977
	Iteration 48Q: 3 clusters Score -1965309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1965313.750000 Penalty: 4802.750977
	Iteration 49Q: 3 clusters Score -1965314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1965314.375000 Penalty: 4802.750977
	Iteration 50Q: 3 clusters Score -1965314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1965310.125000 Penalty: 4802.750977
	Iteration 51Q: 3 clusters Score -1965310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1965319.625000 Penalty: 4802.750977
	Iteration 52Q: 3 clusters Score -1965320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1965322.250000 Penalty: 4802.750977
	Iteration 53Q: 3 clusters Score -1965322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1965323.375000 Penalty: 4802.750977
	Iteration 54Q: 3 clusters Score -1965323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1965328.250000 Penalty: 4802.750977
	Iteration 55Q: 3 clusters Score -1965328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1965322.375000 Penalty: 4802.750977
	Iteration 56Q: 3 clusters Score -1965322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1965321.875000 Penalty: 4802.750977
	Iteration 57Q: 3 clusters Score -1965322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1965325.125000 Penalty: 4802.750977
	Iteration 58Q: 3 clusters Score -1965325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1965326.125000 Penalty: 4802.750977
	Iteration 59Q: 3 clusters Score -1965326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1965328.375000 Penalty: 4802.750977
	Iteration 60F: 3 clusters Score -1965328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1965332.000000 Penalty: 4802.750977
	Iteration 61Q: 3 clusters Score -1965332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1965329.750000 Penalty: 4802.750977
	Iteration 62Q: 3 clusters Score -1965330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1965334.625000 Penalty: 4802.750977
	Iteration 63Q: 3 clusters Score -1965335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1965329.375000 Penalty: 4802.750977
	Iteration 64Q: 3 clusters Score -1965329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1965331.125000 Penalty: 4802.750977
	Iteration 65Q: 3 clusters Score -1965331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1965335.375000 Penalty: 4802.750977
	Iteration 66Q: 3 clusters Score -1965335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1965338.500000 Penalty: 4802.750977
	Iteration 67Q: 3 clusters Score -1965338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1965338.250000 Penalty: 4802.750977
	Iteration 68Q: 3 clusters Score -1965338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1965340.125000 Penalty: 4802.750977
	Iteration 69Q: 3 clusters Score -1965340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1965337.625000 Penalty: 4802.750977
	Iteration 70Q: 3 clusters Score -1965338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1965337.250000 Penalty: 4802.750977
	Iteration 71Q: 3 clusters Score -1965337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1965334.375000 Penalty: 4802.750977
	Iteration 72Q: 3 clusters Score -1965334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1965335.375000 Penalty: 4802.750977
	Iteration 73Q: 3 clusters Score -1965335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1965336.500000 Penalty: 4802.750977
	Iteration 74Q: 3 clusters Score -1965336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1965336.625000 Penalty: 4802.750977
	Iteration 75Q: 3 clusters Score -1965337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1965337.625000 Penalty: 4802.750977
	Iteration 76Q: 3 clusters Score -1965338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1965341.375000 Penalty: 4802.750977
	Iteration 77Q: 3 clusters Score -1965341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1965341.375000 Penalty: 4802.750977
	Iteration 78F: 3 clusters Score -1965341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (28787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Entering Unmasked Estep 
Score: -3439365.000000 Penalty: 2546.384521
	Iteration 0F: 2 clusters Score -3439365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3419502.500000 Penalty: 5092.769043
	Iteration 0F: 3 clusters Score -3419502 nChanged 12907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3426647.500000 Penalty: 5092.769043
	Iteration 1F: 3 clusters Score -3426648 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3427269.250000 Penalty: 5092.769043
	Iteration 2F: 3 clusters Score -3427269 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3427878.500000 Penalty: 5092.769043
	Iteration 3Q: 3 clusters Score -3427878 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3428482.000000 Penalty: 5092.769043
	Iteration 4Q: 3 clusters Score -3428482 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3429044.500000 Penalty: 5092.769043
	Iteration 5Q: 3 clusters Score -3429044 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3429629.500000 Penalty: 5092.769043
	Iteration 6Q: 3 clusters Score -3429630 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3430258.250000 Penalty: 5092.769043
	Iteration 7Q: 3 clusters Score -3430258 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3430883.250000 Penalty: 5092.769043
	Iteration 8Q: 3 clusters Score -3430883 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3431537.500000 Penalty: 5092.769043
	Iteration 9Q: 3 clusters Score -3431538 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3432199.500000 Penalty: 5092.769043
	Iteration 10Q: 3 clusters Score -3432200 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3432824.250000 Penalty: 5092.769043
	Iteration 11Q: 3 clusters Score -3432824 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3433341.750000 Penalty: 5092.769043
	Iteration 12Q: 3 clusters Score -3433342 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -3433730.000000 Penalty: 5092.769043
	Iteration 13Q: 3 clusters Score -3433730 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3434029.750000 Penalty: 5092.769043
	Iteration 14Q: 3 clusters Score -3434030 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -3434260.000000 Penalty: 5092.769043
	Iteration 15Q: 3 clusters Score -3434260 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3434443.250000 Penalty: 5092.769043
	Iteration 16Q: 3 clusters Score -3434443 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3434568.250000 Penalty: 5092.769043
	Iteration 17Q: 3 clusters Score -3434568 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -3434677.000000 Penalty: 5092.769043
	Iteration 18Q: 3 clusters Score -3434677 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3434782.250000 Penalty: 5092.769043
	Iteration 19Q: 3 clusters Score -3434782 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3434879.500000 Penalty: 5092.769043
	Iteration 20F: 3 clusters Score -3434880 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3434967.250000 Penalty: 5092.769043
	Iteration 21Q: 3 clusters Score -3434967 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3435079.000000 Penalty: 5092.769043
	Iteration 22Q: 3 clusters Score -3435079 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3435208.250000 Penalty: 5092.769043
	Iteration 23Q: 3 clusters Score -3435208 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3435303.500000 Penalty: 5092.769043
	Iteration 24Q: 3 clusters Score -3435304 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3435430.500000 Penalty: 5092.769043
	Iteration 25Q: 3 clusters Score -3435430 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -3435582.250000 Penalty: 5092.769043
	Iteration 26Q: 3 clusters Score -3435582 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3435733.000000 Penalty: 5092.769043
	Iteration 27Q: 3 clusters Score -3435733 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -3435891.250000 Penalty: 5092.769043
	Iteration 28Q: 3 clusters Score -3435891 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3436079.000000 Penalty: 5092.769043
	Iteration 29Q: 3 clusters Score -3436079 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3436298.750000 Penalty: 5092.769043
	Iteration 30Q: 3 clusters Score -3436299 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3436487.500000 Penalty: 5092.769043
	Iteration 31Q: 3 clusters Score -3436488 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3436676.000000 Penalty: 5092.769043
	Iteration 32Q: 3 clusters Score -3436676 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3436811.750000 Penalty: 5092.769043
	Iteration 33Q: 3 clusters Score -3436812 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3436943.000000 Penalty: 5092.769043
	Iteration 34Q: 3 clusters Score -3436943 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3437053.000000 Penalty: 5092.769043
	Iteration 35Q: 3 clusters Score -3437053 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3437159.500000 Penalty: 5092.769043
	Iteration 36Q: 3 clusters Score -3437160 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3437240.500000 Penalty: 5092.769043
	Iteration 37Q: 3 clusters Score -3437240 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3437340.250000 Penalty: 5092.769043
	Iteration 38Q: 3 clusters Score -3437340 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3437427.500000 Penalty: 5092.769043
	Iteration 39Q: 3 clusters Score -3437428 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3437472.250000 Penalty: 5092.769043
	Iteration 40F: 3 clusters Score -3437472 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3437528.750000 Penalty: 5092.769043
	Iteration 41Q: 3 clusters Score -3437529 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3437589.250000 Penalty: 5092.769043
	Iteration 42Q: 3 clusters Score -3437589 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3437634.250000 Penalty: 5092.769043
	Iteration 43Q: 3 clusters Score -3437634 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3437680.500000 Penalty: 5092.769043
	Iteration 44Q: 3 clusters Score -3437680 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3437717.000000 Penalty: 5092.769043
	Iteration 45Q: 3 clusters Score -3437717 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3437747.750000 Penalty: 5092.769043
	Iteration 46Q: 3 clusters Score -3437748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3437769.000000 Penalty: 5092.769043
	Iteration 47Q: 3 clusters Score -3437769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3437780.000000 Penalty: 5092.769043
	Iteration 48Q: 3 clusters Score -3437780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3437790.000000 Penalty: 5092.769043
	Iteration 49Q: 3 clusters Score -3437790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -3437795.000000 Penalty: 5092.769043
	Iteration 50Q: 3 clusters Score -3437795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3437810.750000 Penalty: 5092.769043
	Iteration 51Q: 3 clusters Score -3437811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -3437819.250000 Penalty: 5092.769043
	Iteration 52Q: 3 clusters Score -3437819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3437820.500000 Penalty: 5092.769043
	Iteration 53Q: 3 clusters Score -3437820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3437834.500000 Penalty: 5092.769043
	Iteration 54Q: 3 clusters Score -3437834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3437837.250000 Penalty: 5092.769043
	Iteration 55Q: 3 clusters Score -3437837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3437844.750000 Penalty: 5092.769043
	Iteration 56Q: 3 clusters Score -3437845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -3437849.500000 Penalty: 5092.769043
	Iteration 57Q: 3 clusters Score -3437850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3437852.500000 Penalty: 5092.769043
	Iteration 58Q: 3 clusters Score -3437852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3437853.000000 Penalty: 5092.769043
	Iteration 59Q: 3 clusters Score -3437853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3437858.500000 Penalty: 5092.769043
	Iteration 60F: 3 clusters Score -3437858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3437863.000000 Penalty: 5092.769043
	Iteration 61Q: 3 clusters Score -3437863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3437868.250000 Penalty: 5092.769043
	Iteration 62Q: 3 clusters Score -3437868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3437869.000000 Penalty: 5092.769043
	Iteration 63Q: 3 clusters Score -3437869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -3437870.750000 Penalty: 5092.769043
	Iteration 64Q: 3 clusters Score -3437871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -3437870.750000 Penalty: 5092.769043
	Iteration 65F: 3 clusters Score -3437871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (32575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Entering Unmasked Estep 
Score: -3918942.250000 Penalty: 2577.042480
	Iteration 0F: 2 clusters Score -3918942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3896828.000000 Penalty: 5154.084961
	Iteration 0F: 3 clusters Score -3896828 nChanged 14656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3904775.250000 Penalty: 5154.084961
	Iteration 1F: 3 clusters Score -3904775 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3905453.500000 Penalty: 5154.084961
	Iteration 2F: 3 clusters Score -3905454 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3906120.250000 Penalty: 5154.084961
	Iteration 3F: 3 clusters Score -3906120 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3906838.750000 Penalty: 5154.084961
	Iteration 4F: 3 clusters Score -3906839 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3907712.750000 Penalty: 5154.084961
	Iteration 5F: 3 clusters Score -3907713 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3908822.500000 Penalty: 5154.084961
	Iteration 6F: 3 clusters Score -3908822 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3910168.250000 Penalty: 5154.084961
	Iteration 7F: 3 clusters Score -3910168 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -3911711.500000 Penalty: 5154.084961
	Iteration 8F: 3 clusters Score -3911712 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -3913259.750000 Penalty: 5154.084961
	Iteration 9F: 3 clusters Score -3913260 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3914579.000000 Penalty: 5154.084961
	Iteration 10Q: 3 clusters Score -3914579 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3915551.750000 Penalty: 5154.084961
	Iteration 11Q: 3 clusters Score -3915552 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3916215.250000 Penalty: 5154.084961
	Iteration 12Q: 3 clusters Score -3916215 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3916688.750000 Penalty: 5154.084961
	Iteration 13Q: 3 clusters Score -3916689 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3917108.000000 Penalty: 5154.084961
	Iteration 14Q: 3 clusters Score -3917108 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3917381.500000 Penalty: 5154.084961
	Iteration 15Q: 3 clusters Score -3917382 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3917510.750000 Penalty: 5154.084961
	Iteration 16Q: 3 clusters Score -3917511 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3917572.000000 Penalty: 5154.084961
	Iteration 17Q: 3 clusters Score -3917572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3917624.250000 Penalty: 5154.084961
	Iteration 18Q: 3 clusters Score -3917624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3917659.000000 Penalty: 5154.084961
	Iteration 19Q: 3 clusters Score -3917659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3917684.500000 Penalty: 5154.084961
	Iteration 20F: 3 clusters Score -3917684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3917697.500000 Penalty: 5154.084961
	Iteration 21Q: 3 clusters Score -3917698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3917706.500000 Penalty: 5154.084961
	Iteration 22Q: 3 clusters Score -3917706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3917716.250000 Penalty: 5154.084961
	Iteration 23Q: 3 clusters Score -3917716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3917724.750000 Penalty: 5154.084961
	Iteration 24Q: 3 clusters Score -3917725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3917723.750000 Penalty: 5154.084961
	Iteration 25Q: 3 clusters Score -3917724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3917726.500000 Penalty: 5154.084961
	Iteration 26Q: 3 clusters Score -3917726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3917722.250000 Penalty: 5154.084961
	Iteration 27Q: 3 clusters Score -3917722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3917728.500000 Penalty: 5154.084961
	Iteration 28Q: 3 clusters Score -3917728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3917729.250000 Penalty: 5154.084961
	Iteration 29Q: 3 clusters Score -3917729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3917730.000000 Penalty: 5154.084961
	Iteration 30Q: 3 clusters Score -3917730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3917727.250000 Penalty: 5154.084961
	Iteration 31Q: 3 clusters Score -3917727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3917730.000000 Penalty: 5154.084961
	Iteration 32Q: 3 clusters Score -3917730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3917730.000000 Penalty: 5154.084961
	Iteration 33F: 3 clusters Score -3917730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (92124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92124 members 
Entering Unmasked Estep 
Score: -11284585.000000 Penalty: 2834.861084
	Iteration 0F: 2 clusters Score -1.128458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -11223272.000000 Penalty: 5669.722168
	Iteration 0F: 3 clusters Score -1.122327e+07 nChanged 43145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -11247476.000000 Penalty: 5669.722168
	Iteration 1F: 3 clusters Score -1.124748e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -11248133.000000 Penalty: 5669.722168
	Iteration 2Q: 3 clusters Score -1.124813e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -11248833.000000 Penalty: 5669.722168
	Iteration 3Q: 3 clusters Score -1.124883e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -11249625.000000 Penalty: 5669.722168
	Iteration 4Q: 3 clusters Score -1.124962e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -11250968.000000 Penalty: 5669.722168
	Iteration 5Q: 3 clusters Score -1.125097e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -11253458.000000 Penalty: 5669.722168
	Iteration 6F: 3 clusters Score -1.125346e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -11257197.000000 Penalty: 5669.722168
	Iteration 7F: 3 clusters Score -1.12572e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -11261890.000000 Penalty: 5669.722168
	Iteration 8F: 3 clusters Score -1.126189e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 67855 members 
Entering Unmasked Estep 
Score: -11266304.000000 Penalty: 5669.722168
	Iteration 9F: 3 clusters Score -1.12663e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -11269906.000000 Penalty: 5669.722168
	Iteration 10F: 3 clusters Score -1.126991e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -11272744.000000 Penalty: 5669.722168
	Iteration 11Q: 3 clusters Score -1.127274e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 80279 members 
Entering Unmasked Estep 
Score: -11275105.000000 Penalty: 5669.722168
	Iteration 12Q: 3 clusters Score -1.12751e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 83273 members 
Entering Unmasked Estep 
Score: -11277256.000000 Penalty: 5669.722168
	Iteration 13Q: 3 clusters Score -1.127726e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 85635 members 
Entering Unmasked Estep 
Score: -11278844.000000 Penalty: 5669.722168
	Iteration 14Q: 3 clusters Score -1.127884e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 87406 members 
Entering Unmasked Estep 
Score: -11280075.000000 Penalty: 5669.722168
	Iteration 15Q: 3 clusters Score -1.128008e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 88704 members 
Entering Unmasked Estep 
Score: -11280894.000000 Penalty: 5669.722168
	Iteration 16Q: 3 clusters Score -1.128089e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 89608 members 
Entering Unmasked Estep 
Score: -11281404.000000 Penalty: 5669.722168
	Iteration 17Q: 3 clusters Score -1.12814e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 90167 members 
Entering Unmasked Estep 
Score: -11281750.000000 Penalty: 5669.722168
	Iteration 18Q: 3 clusters Score -1.128175e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 90529 members 
Entering Unmasked Estep 
Score: -11281977.000000 Penalty: 5669.722168
	Iteration 19Q: 3 clusters Score -1.128198e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -11282128.000000 Penalty: 5669.722168
	Iteration 20F: 3 clusters Score -1.128213e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -11282195.000000 Penalty: 5669.722168
	Iteration 21Q: 3 clusters Score -1.12822e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 90978 members 
Entering Unmasked Estep 
Score: -11282246.000000 Penalty: 5669.722168
	Iteration 22Q: 3 clusters Score -1.128225e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -11282304.000000 Penalty: 5669.722168
	Iteration 23Q: 3 clusters Score -1.12823e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -11282288.000000 Penalty: 5669.722168
	Iteration 24Q: 3 clusters Score -1.128229e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -11282306.000000 Penalty: 5669.722168
	Iteration 25Q: 3 clusters Score -1.128231e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -11282334.000000 Penalty: 5669.722168
	Iteration 26Q: 3 clusters Score -1.128233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -11282344.000000 Penalty: 5669.722168
	Iteration 27Q: 3 clusters Score -1.128234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -11282342.000000 Penalty: 5669.722168
	Iteration 28Q: 3 clusters Score -1.128234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 91166 members 
Entering Unmasked Estep 
Score: -11282348.000000 Penalty: 5669.722168
	Iteration 29Q: 3 clusters Score -1.128235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 91171 members 
Entering Unmasked Estep 
Score: -11282343.000000 Penalty: 5669.722168
	Iteration 30Q: 3 clusters Score -1.128234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 91176 members 
Entering Unmasked Estep 
Score: -11282349.000000 Penalty: 5669.722168
	Iteration 31Q: 3 clusters Score -1.128235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 91177 members 
Entering Unmasked Estep 
Score: -11282341.000000 Penalty: 5669.722168
	Iteration 32Q: 3 clusters Score -1.128234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -11282357.000000 Penalty: 5669.722168
	Iteration 33Q: 3 clusters Score -1.128236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -11282370.000000 Penalty: 5669.722168
	Iteration 34Q: 3 clusters Score -1.128237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 91190 members 
Entering Unmasked Estep 
Score: -11282352.000000 Penalty: 5669.722168
	Iteration 35Q: 3 clusters Score -1.128235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 91196 members 
Entering Unmasked Estep 
Score: -11282367.000000 Penalty: 5669.722168
	Iteration 36Q: 3 clusters Score -1.128237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 91200 members 
Entering Unmasked Estep 
Score: -11282358.000000 Penalty: 5669.722168
	Iteration 37Q: 3 clusters Score -1.128236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 91203 members 
Entering Unmasked Estep 
Score: -11282373.000000 Penalty: 5669.722168
	Iteration 38Q: 3 clusters Score -1.128237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -11282361.000000 Penalty: 5669.722168
	Iteration 39Q: 3 clusters Score -1.128236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 91212 members 
Entering Unmasked Estep 
Score: -11282365.000000 Penalty: 5669.722168
	Iteration 40F: 3 clusters Score -1.128236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 91216 members 
Entering Unmasked Estep 
Score: -11282372.000000 Penalty: 5669.722168
	Iteration 41Q: 3 clusters Score -1.128237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 91219 members 
Entering Unmasked Estep 
Score: -11282369.000000 Penalty: 5669.722168
	Iteration 42Q: 3 clusters Score -1.128237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -11282360.000000 Penalty: 5669.722168
	Iteration 43Q: 3 clusters Score -1.128236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -11282363.000000 Penalty: 5669.722168
	Iteration 44Q: 3 clusters Score -1.128236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -11282369.000000 Penalty: 5669.722168
	Iteration 45Q: 3 clusters Score -1.128237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -11282369.000000 Penalty: 5669.722168
	Iteration 46F: 3 clusters Score -1.128237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -451523.718750 Penalty: 2037.924805
	Iteration 0F: 2 clusters Score -451523.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -447790.343750 Penalty: 4075.849609
	Iteration 0F: 3 clusters Score -447790.3 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -448543.625000 Penalty: 4075.849609
	Iteration 1F: 3 clusters Score -448543.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -448712.875000 Penalty: 4075.849609
	Iteration 2F: 3 clusters Score -448712.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -448818.468750 Penalty: 4075.849609
	Iteration 3Q: 3 clusters Score -448818.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -448889.781250 Penalty: 4075.849609
	Iteration 4Q: 3 clusters Score -448889.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -448944.531250 Penalty: 4075.849609
	Iteration 5Q: 3 clusters Score -448944.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -448989.375000 Penalty: 4075.849609
	Iteration 6Q: 3 clusters Score -448989.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -449029.562500 Penalty: 4075.849609
	Iteration 7Q: 3 clusters Score -449029.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -449070.750000 Penalty: 4075.849609
	Iteration 8Q: 3 clusters Score -449070.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -449107.968750 Penalty: 4075.849609
	Iteration 9Q: 3 clusters Score -449108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -449138.687500 Penalty: 4075.849609
	Iteration 10Q: 3 clusters Score -449138.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -449167.125000 Penalty: 4075.849609
	Iteration 11Q: 3 clusters Score -449167.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -449190.406250 Penalty: 4075.849609
	Iteration 12Q: 3 clusters Score -449190.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -449214.062500 Penalty: 4075.849609
	Iteration 13Q: 3 clusters Score -449214.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -449235.687500 Penalty: 4075.849609
	Iteration 14Q: 3 clusters Score -449235.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -449253.562500 Penalty: 4075.849609
	Iteration 15Q: 3 clusters Score -449253.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -449267.250000 Penalty: 4075.849609
	Iteration 16Q: 3 clusters Score -449267.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -449281.500000 Penalty: 4075.849609
	Iteration 17Q: 3 clusters Score -449281.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -449293.437500 Penalty: 4075.849609
	Iteration 18Q: 3 clusters Score -449293.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -449301.437500 Penalty: 4075.849609
	Iteration 19Q: 3 clusters Score -449301.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -449310.250000 Penalty: 4075.849609
	Iteration 20F: 3 clusters Score -449310.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -449318.250000 Penalty: 4075.849609
	Iteration 21Q: 3 clusters Score -449318.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -449330.468750 Penalty: 4075.849609
	Iteration 22Q: 3 clusters Score -449330.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -449339.875000 Penalty: 4075.849609
	Iteration 23Q: 3 clusters Score -449339.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -449346.750000 Penalty: 4075.849609
	Iteration 24Q: 3 clusters Score -449346.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -449357.437500 Penalty: 4075.849609
	Iteration 25Q: 3 clusters Score -449357.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -449373.000000 Penalty: 4075.849609
	Iteration 26Q: 3 clusters Score -449373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -449385.093750 Penalty: 4075.849609
	Iteration 27Q: 3 clusters Score -449385.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -449400.250000 Penalty: 4075.849609
	Iteration 28Q: 3 clusters Score -449400.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -449414.281250 Penalty: 4075.849609
	Iteration 29Q: 3 clusters Score -449414.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -449421.562500 Penalty: 4075.849609
	Iteration 30Q: 3 clusters Score -449421.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -449428.531250 Penalty: 4075.849609
	Iteration 31Q: 3 clusters Score -449428.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -449441.562500 Penalty: 4075.849609
	Iteration 32Q: 3 clusters Score -449441.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -449453.000000 Penalty: 4075.849609
	Iteration 33Q: 3 clusters Score -449453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -449463.500000 Penalty: 4075.849609
	Iteration 34Q: 3 clusters Score -449463.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -449472.843750 Penalty: 4075.849609
	Iteration 35Q: 3 clusters Score -449472.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -449484.093750 Penalty: 4075.849609
	Iteration 36Q: 3 clusters Score -449484.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -449493.093750 Penalty: 4075.849609
	Iteration 37Q: 3 clusters Score -449493.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -449501.875000 Penalty: 4075.849609
	Iteration 38Q: 3 clusters Score -449501.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -449507.062500 Penalty: 4075.849609
	Iteration 39Q: 3 clusters Score -449507.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -449510.843750 Penalty: 4075.849609
	Iteration 40F: 3 clusters Score -449510.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -449517.250000 Penalty: 4075.849609
	Iteration 41Q: 3 clusters Score -449517.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -449524.937500 Penalty: 4075.849609
	Iteration 42Q: 3 clusters Score -449524.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -449533.468750 Penalty: 4075.849609
	Iteration 43Q: 3 clusters Score -449533.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -449539.687500 Penalty: 4075.849609
	Iteration 44Q: 3 clusters Score -449539.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -449544.437500 Penalty: 4075.849609
	Iteration 45Q: 3 clusters Score -449544.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -449547.562500 Penalty: 4075.849609
	Iteration 46Q: 3 clusters Score -449547.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -449552.468750 Penalty: 4075.849609
	Iteration 47Q: 3 clusters Score -449552.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -449557.000000 Penalty: 4075.849609
	Iteration 48Q: 3 clusters Score -449557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -449559.625000 Penalty: 4075.849609
	Iteration 49Q: 3 clusters Score -449559.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -449562.437500 Penalty: 4075.849609
	Iteration 50Q: 3 clusters Score -449562.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -449564.437500 Penalty: 4075.849609
	Iteration 51Q: 3 clusters Score -449564.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -449567.500000 Penalty: 4075.849609
	Iteration 52Q: 3 clusters Score -449567.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -449571.062500 Penalty: 4075.849609
	Iteration 53Q: 3 clusters Score -449571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -449574.500000 Penalty: 4075.849609
	Iteration 54Q: 3 clusters Score -449574.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -449577.125000 Penalty: 4075.849609
	Iteration 55Q: 3 clusters Score -449577.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -449580.062500 Penalty: 4075.849609
	Iteration 56Q: 3 clusters Score -449580.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -449584.375000 Penalty: 4075.849609
	Iteration 57Q: 3 clusters Score -449584.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -449590.343750 Penalty: 4075.849609
	Iteration 58Q: 3 clusters Score -449590.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -449595.937500 Penalty: 4075.849609
	Iteration 59Q: 3 clusters Score -449595.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -449599.843750 Penalty: 4075.849609
	Iteration 60F: 3 clusters Score -449599.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -449601.593750 Penalty: 4075.849609
	Iteration 61Q: 3 clusters Score -449601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -449604.062500 Penalty: 4075.849609
	Iteration 62Q: 3 clusters Score -449604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -449604.812500 Penalty: 4075.849609
	Iteration 63Q: 3 clusters Score -449604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -449605.281250 Penalty: 4075.849609
	Iteration 64Q: 3 clusters Score -449605.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -449606.093750 Penalty: 4075.849609
	Iteration 65Q: 3 clusters Score -449606.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -449606.562500 Penalty: 4075.849609
	Iteration 66Q: 3 clusters Score -449606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -449606.812500 Penalty: 4075.849609
	Iteration 67Q: 3 clusters Score -449606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -449606.812500 Penalty: 4075.849609
	Iteration 68F: 3 clusters Score -449606.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -59111.851562 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -59111.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57613.000000 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -57613 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57994.316406 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -57994.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58284.312500 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -58284.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58701.054688 Penalty: 3166.219238
	Iteration 3F: 3 clusters Score -58701.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59135.496094 Penalty: 3166.219238
	Iteration 4F: 3 clusters Score -59135.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59435.718750 Penalty: 3166.219238
	Iteration 5F: 3 clusters Score -59435.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59558.453125 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -59558.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59665.691406 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -59665.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59698.257812 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -59698.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59726.785156 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -59726.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59728.757812 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -59728.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59728.808594 Penalty: 3166.219238
	Iteration 11F: 3 clusters Score -59728.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59740.550781 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -59740.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59740.550781 Penalty: 3166.219238
	Iteration 13F: 3 clusters Score -59740.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235277 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75875 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12681 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94226 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41937 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16280 members 
Mstep: Class 34 contains 15546 members 
Mstep: Class 35 contains 96457 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6768 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12811 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6778 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16042 members 
Mstep: Class 61 contains 28787 members 
Mstep: Class 62 contains 32575 members 
Mstep: Class 63 contains 92124 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 236 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Mstep: Class 82 contains 356 members 
Entering Unmasked Estep 
Score: -154539632.000000 Penalty: 286492.562500
Splitting cluster 65 changes total score from -154540944.000000 to -154539632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -388598.187500 Penalty: 1934.846436
	Iteration 0F: 2 clusters Score -388598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -385690.718750 Penalty: 3869.692871
	Iteration 0F: 3 clusters Score -385690.7 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -386421.656250 Penalty: 3869.692871
	Iteration 1F: 3 clusters Score -386421.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -386826.906250 Penalty: 3869.692871
	Iteration 2F: 3 clusters Score -386826.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -387079.343750 Penalty: 3869.692871
	Iteration 3F: 3 clusters Score -387079.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -387289.687500 Penalty: 3869.692871
	Iteration 4F: 3 clusters Score -387289.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -387416.562500 Penalty: 3869.692871
	Iteration 5Q: 3 clusters Score -387416.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -387499.218750 Penalty: 3869.692871
	Iteration 6Q: 3 clusters Score -387499.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -387562.312500 Penalty: 3869.692871
	Iteration 7Q: 3 clusters Score -387562.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -387607.500000 Penalty: 3869.692871
	Iteration 8Q: 3 clusters Score -387607.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -387644.718750 Penalty: 3869.692871
	Iteration 9Q: 3 clusters Score -387644.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -387666.968750 Penalty: 3869.692871
	Iteration 10Q: 3 clusters Score -387667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -387687.343750 Penalty: 3869.692871
	Iteration 11Q: 3 clusters Score -387687.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -387705.781250 Penalty: 3869.692871
	Iteration 12Q: 3 clusters Score -387705.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -387721.250000 Penalty: 3869.692871
	Iteration 13Q: 3 clusters Score -387721.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -387731.937500 Penalty: 3869.692871
	Iteration 14Q: 3 clusters Score -387731.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -387747.843750 Penalty: 3869.692871
	Iteration 15Q: 3 clusters Score -387747.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -387765.531250 Penalty: 3869.692871
	Iteration 16Q: 3 clusters Score -387765.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -387784.312500 Penalty: 3869.692871
	Iteration 17Q: 3 clusters Score -387784.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -387796.843750 Penalty: 3869.692871
	Iteration 18Q: 3 clusters Score -387796.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -387806.812500 Penalty: 3869.692871
	Iteration 19Q: 3 clusters Score -387806.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -387818.343750 Penalty: 3869.692871
	Iteration 20F: 3 clusters Score -387818.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -387823.750000 Penalty: 3869.692871
	Iteration 21Q: 3 clusters Score -387823.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -387829.687500 Penalty: 3869.692871
	Iteration 22Q: 3 clusters Score -387829.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -387837.562500 Penalty: 3869.692871
	Iteration 23Q: 3 clusters Score -387837.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -387842.406250 Penalty: 3869.692871
	Iteration 24Q: 3 clusters Score -387842.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -387847.343750 Penalty: 3869.692871
	Iteration 25Q: 3 clusters Score -387847.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -387853.312500 Penalty: 3869.692871
	Iteration 26Q: 3 clusters Score -387853.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -387859.968750 Penalty: 3869.692871
	Iteration 27Q: 3 clusters Score -387860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -387864.500000 Penalty: 3869.692871
	Iteration 28Q: 3 clusters Score -387864.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -387868.375000 Penalty: 3869.692871
	Iteration 29Q: 3 clusters Score -387868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -387874.312500 Penalty: 3869.692871
	Iteration 30Q: 3 clusters Score -387874.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -387877.562500 Penalty: 3869.692871
	Iteration 31Q: 3 clusters Score -387877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -387879.062500 Penalty: 3869.692871
	Iteration 32Q: 3 clusters Score -387879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -387880.437500 Penalty: 3869.692871
	Iteration 33Q: 3 clusters Score -387880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -387880.437500 Penalty: 3869.692871
	Iteration 34F: 3 clusters Score -387880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -415794.500000 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -415794.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -411917.750000 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -411917.8 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -413186.437500 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -413186.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -413608.625000 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -413608.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -413924.312500 Penalty: 4127.907715
	Iteration 3F: 3 clusters Score -413924.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -414183.062500 Penalty: 4127.907715
	Iteration 4F: 3 clusters Score -414183.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -414397.125000 Penalty: 4127.907715
	Iteration 5Q: 3 clusters Score -414397.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -414583.843750 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -414583.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -414796.718750 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -414796.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -415003.750000 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -415003.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -415165.750000 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -415165.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -415299.000000 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -415299 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -415418.343750 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -415418.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -415497.593750 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -415497.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -415546.906250 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -415546.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -415579.343750 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -415579.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -415605.843750 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -415605.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -415617.375000 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -415617.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -415627.000000 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -415627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -415631.687500 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -415631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -415633.812500 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -415633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -415639.906250 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -415639.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -415647.468750 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -415647.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -415655.062500 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -415655.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -415659.062500 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -415659.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -415662.031250 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -415662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -415664.343750 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -415664.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -415667.531250 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -415667.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -415667.937500 Penalty: 4127.907715
	Iteration 27Q: 3 clusters Score -415667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -415669.031250 Penalty: 4127.907715
	Iteration 28Q: 3 clusters Score -415669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -415669.031250 Penalty: 4127.907715
	Iteration 29F: 3 clusters Score -415669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (19173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Entering Unmasked Estep 
Score: -2421748.250000 Penalty: 2445.592041
	Iteration 0F: 2 clusters Score -2421748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2408135.750000 Penalty: 4891.184082
	Iteration 0F: 3 clusters Score -2408136 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2412681.250000 Penalty: 4891.184082
	Iteration 1F: 3 clusters Score -2412681 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2413128.500000 Penalty: 4891.184082
	Iteration 2F: 3 clusters Score -2413128 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2413457.750000 Penalty: 4891.184082
	Iteration 3Q: 3 clusters Score -2413458 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2413737.500000 Penalty: 4891.184082
	Iteration 4Q: 3 clusters Score -2413738 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2414016.000000 Penalty: 4891.184082
	Iteration 5Q: 3 clusters Score -2414016 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2414306.750000 Penalty: 4891.184082
	Iteration 6Q: 3 clusters Score -2414307 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2414599.750000 Penalty: 4891.184082
	Iteration 7Q: 3 clusters Score -2414600 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2414886.250000 Penalty: 4891.184082
	Iteration 8Q: 3 clusters Score -2414886 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2415155.250000 Penalty: 4891.184082
	Iteration 9Q: 3 clusters Score -2415155 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2415418.500000 Penalty: 4891.184082
	Iteration 10Q: 3 clusters Score -2415418 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2415702.500000 Penalty: 4891.184082
	Iteration 11Q: 3 clusters Score -2415702 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2415996.250000 Penalty: 4891.184082
	Iteration 12Q: 3 clusters Score -2415996 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2416278.250000 Penalty: 4891.184082
	Iteration 13Q: 3 clusters Score -2416278 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2416569.750000 Penalty: 4891.184082
	Iteration 14Q: 3 clusters Score -2416570 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2416882.000000 Penalty: 4891.184082
	Iteration 15Q: 3 clusters Score -2416882 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2417209.250000 Penalty: 4891.184082
	Iteration 16Q: 3 clusters Score -2417209 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2417475.500000 Penalty: 4891.184082
	Iteration 17Q: 3 clusters Score -2417476 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2417682.000000 Penalty: 4891.184082
	Iteration 18Q: 3 clusters Score -2417682 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2417871.750000 Penalty: 4891.184082
	Iteration 19Q: 3 clusters Score -2417872 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2418011.500000 Penalty: 4891.184082
	Iteration 20F: 3 clusters Score -2418012 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2418146.500000 Penalty: 4891.184082
	Iteration 21Q: 3 clusters Score -2418146 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2418267.750000 Penalty: 4891.184082
	Iteration 22Q: 3 clusters Score -2418268 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2418360.250000 Penalty: 4891.184082
	Iteration 23Q: 3 clusters Score -2418360 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2418466.750000 Penalty: 4891.184082
	Iteration 24Q: 3 clusters Score -2418467 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2418552.750000 Penalty: 4891.184082
	Iteration 25Q: 3 clusters Score -2418553 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2418654.250000 Penalty: 4891.184082
	Iteration 26Q: 3 clusters Score -2418654 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2418745.750000 Penalty: 4891.184082
	Iteration 27Q: 3 clusters Score -2418746 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2418838.250000 Penalty: 4891.184082
	Iteration 28Q: 3 clusters Score -2418838 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2418954.250000 Penalty: 4891.184082
	Iteration 29Q: 3 clusters Score -2418954 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2419067.000000 Penalty: 4891.184082
	Iteration 30Q: 3 clusters Score -2419067 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2419168.000000 Penalty: 4891.184082
	Iteration 31Q: 3 clusters Score -2419168 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2419277.250000 Penalty: 4891.184082
	Iteration 32Q: 3 clusters Score -2419277 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2419392.750000 Penalty: 4891.184082
	Iteration 33Q: 3 clusters Score -2419393 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2419490.000000 Penalty: 4891.184082
	Iteration 34Q: 3 clusters Score -2419490 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2419561.250000 Penalty: 4891.184082
	Iteration 35Q: 3 clusters Score -2419561 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2419623.000000 Penalty: 4891.184082
	Iteration 36Q: 3 clusters Score -2419623 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2419679.000000 Penalty: 4891.184082
	Iteration 37Q: 3 clusters Score -2419679 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2419728.750000 Penalty: 4891.184082
	Iteration 38Q: 3 clusters Score -2419729 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2419766.500000 Penalty: 4891.184082
	Iteration 39Q: 3 clusters Score -2419766 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2419812.250000 Penalty: 4891.184082
	Iteration 40F: 3 clusters Score -2419812 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2419847.250000 Penalty: 4891.184082
	Iteration 41Q: 3 clusters Score -2419847 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2419866.500000 Penalty: 4891.184082
	Iteration 42Q: 3 clusters Score -2419866 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2419891.000000 Penalty: 4891.184082
	Iteration 43Q: 3 clusters Score -2419891 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2419905.000000 Penalty: 4891.184082
	Iteration 44Q: 3 clusters Score -2419905 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2419925.250000 Penalty: 4891.184082
	Iteration 45Q: 3 clusters Score -2419925 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2419939.750000 Penalty: 4891.184082
	Iteration 46Q: 3 clusters Score -2419940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2419954.000000 Penalty: 4891.184082
	Iteration 47Q: 3 clusters Score -2419954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2419966.500000 Penalty: 4891.184082
	Iteration 48Q: 3 clusters Score -2419966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2419978.250000 Penalty: 4891.184082
	Iteration 49Q: 3 clusters Score -2419978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2419983.000000 Penalty: 4891.184082
	Iteration 50Q: 3 clusters Score -2419983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2419990.750000 Penalty: 4891.184082
	Iteration 51Q: 3 clusters Score -2419991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2419992.250000 Penalty: 4891.184082
	Iteration 52Q: 3 clusters Score -2419992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2419997.000000 Penalty: 4891.184082
	Iteration 53Q: 3 clusters Score -2419997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2419995.000000 Penalty: 4891.184082
	Iteration 54Q: 3 clusters Score -2419995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2419999.250000 Penalty: 4891.184082
	Iteration 55Q: 3 clusters Score -2419999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2420003.000000 Penalty: 4891.184082
	Iteration 56Q: 3 clusters Score -2420003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2420002.500000 Penalty: 4891.184082
	Iteration 57Q: 3 clusters Score -2420002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2420002.250000 Penalty: 4891.184082
	Iteration 58Q: 3 clusters Score -2420002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2420001.500000 Penalty: 4891.184082
	Iteration 59Q: 3 clusters Score -2420002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2420003.000000 Penalty: 4891.184082
	Iteration 60F: 3 clusters Score -2420003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2420001.500000 Penalty: 4891.184082
	Iteration 61Q: 3 clusters Score -2420002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2420001.750000 Penalty: 4891.184082
	Iteration 62Q: 3 clusters Score -2420002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2420002.000000 Penalty: 4891.184082
	Iteration 63Q: 3 clusters Score -2420002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2420002.000000 Penalty: 4891.184082
	Iteration 64Q: 3 clusters Score -2420002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2420001.000000 Penalty: 4891.184082
	Iteration 65Q: 3 clusters Score -2420001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2420002.500000 Penalty: 4891.184082
	Iteration 66Q: 3 clusters Score -2420002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2420002.250000 Penalty: 4891.184082
	Iteration 67Q: 3 clusters Score -2420002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2420003.750000 Penalty: 4891.184082
	Iteration 68Q: 3 clusters Score -2420004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2420002.500000 Penalty: 4891.184082
	Iteration 69Q: 3 clusters Score -2420002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2420003.750000 Penalty: 4891.184082
	Iteration 70Q: 3 clusters Score -2420004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2420003.750000 Penalty: 4891.184082
	Iteration 71F: 3 clusters Score -2420004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -18426.908203 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -18426.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17267.292969 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -17267.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17402.289062 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -17402.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17461.347656 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -17461.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17480.142578 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -17480.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17489.345703 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -17489.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17493.013672 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -17493.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17494.089844 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -17494.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17496.332031 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -17496.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17497.843750 Penalty: 2830.726807
	Iteration 8Q: 3 clusters Score -17497.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17497.843750 Penalty: 2830.726807
	Iteration 9F: 3 clusters Score -17497.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -222789.531250 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -222789.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -220242.031250 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -220242 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -220716.984375 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -220717 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -220862.687500 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -220862.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -220950.906250 Penalty: 3746.949951
	Iteration 3Q: 3 clusters Score -220950.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -221025.437500 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -221025.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -221094.828125 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -221094.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -221159.703125 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -221159.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -221221.359375 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -221221.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -221288.687500 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -221288.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -221323.312500 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -221323.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -221351.796875 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -221351.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -221370.046875 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -221370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -221382.281250 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -221382.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -221398.296875 Penalty: 3746.949951
	Iteration 13Q: 3 clusters Score -221398.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -221412.062500 Penalty: 3746.949951
	Iteration 14Q: 3 clusters Score -221412.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -221425.437500 Penalty: 3746.949951
	Iteration 15Q: 3 clusters Score -221425.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -221438.406250 Penalty: 3746.949951
	Iteration 16Q: 3 clusters Score -221438.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -221452.234375 Penalty: 3746.949951
	Iteration 17Q: 3 clusters Score -221452.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -221471.484375 Penalty: 3746.949951
	Iteration 18Q: 3 clusters Score -221471.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -221486.296875 Penalty: 3746.949951
	Iteration 19Q: 3 clusters Score -221486.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -221498.062500 Penalty: 3746.949951
	Iteration 20F: 3 clusters Score -221498.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -221510.078125 Penalty: 3746.949951
	Iteration 21Q: 3 clusters Score -221510.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -221522.703125 Penalty: 3746.949951
	Iteration 22Q: 3 clusters Score -221522.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -221538.546875 Penalty: 3746.949951
	Iteration 23Q: 3 clusters Score -221538.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -221549.484375 Penalty: 3746.949951
	Iteration 24Q: 3 clusters Score -221549.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -221561.812500 Penalty: 3746.949951
	Iteration 25Q: 3 clusters Score -221561.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -221582.281250 Penalty: 3746.949951
	Iteration 26Q: 3 clusters Score -221582.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -221604.515625 Penalty: 3746.949951
	Iteration 27Q: 3 clusters Score -221604.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -221617.359375 Penalty: 3746.949951
	Iteration 28Q: 3 clusters Score -221617.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -221625.921875 Penalty: 3746.949951
	Iteration 29Q: 3 clusters Score -221625.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -221628.312500 Penalty: 3746.949951
	Iteration 30Q: 3 clusters Score -221628.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -221630.125000 Penalty: 3746.949951
	Iteration 31Q: 3 clusters Score -221630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -221630.437500 Penalty: 3746.949951
	Iteration 32Q: 3 clusters Score -221630.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -221630.437500 Penalty: 3746.949951
	Iteration 33F: 3 clusters Score -221630.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -272187.875000 Penalty: 1845.156372
	Iteration 0F: 2 clusters Score -272187.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -269770.562500 Penalty: 3690.312744
	Iteration 0F: 3 clusters Score -269770.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -270215.000000 Penalty: 3690.312744
	Iteration 1F: 3 clusters Score -270215 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -270374.593750 Penalty: 3690.312744
	Iteration 2F: 3 clusters Score -270374.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -270487.281250 Penalty: 3690.312744
	Iteration 3F: 3 clusters Score -270487.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -270562.750000 Penalty: 3690.312744
	Iteration 4Q: 3 clusters Score -270562.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -270615.562500 Penalty: 3690.312744
	Iteration 5Q: 3 clusters Score -270615.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -270647.625000 Penalty: 3690.312744
	Iteration 6Q: 3 clusters Score -270647.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -270670.218750 Penalty: 3690.312744
	Iteration 7Q: 3 clusters Score -270670.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -270683.031250 Penalty: 3690.312744
	Iteration 8Q: 3 clusters Score -270683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -270692.906250 Penalty: 3690.312744
	Iteration 9Q: 3 clusters Score -270692.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -270702.062500 Penalty: 3690.312744
	Iteration 10Q: 3 clusters Score -270702.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -270708.125000 Penalty: 3690.312744
	Iteration 11Q: 3 clusters Score -270708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -270711.281250 Penalty: 3690.312744
	Iteration 12Q: 3 clusters Score -270711.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -270715.093750 Penalty: 3690.312744
	Iteration 13Q: 3 clusters Score -270715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -270718.875000 Penalty: 3690.312744
	Iteration 14Q: 3 clusters Score -270718.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -270726.406250 Penalty: 3690.312744
	Iteration 15Q: 3 clusters Score -270726.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -270730.593750 Penalty: 3690.312744
	Iteration 16Q: 3 clusters Score -270730.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -270737.687500 Penalty: 3690.312744
	Iteration 17Q: 3 clusters Score -270737.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -270741.718750 Penalty: 3690.312744
	Iteration 18Q: 3 clusters Score -270741.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -270746.718750 Penalty: 3690.312744
	Iteration 19Q: 3 clusters Score -270746.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -270752.250000 Penalty: 3690.312744
	Iteration 20F: 3 clusters Score -270752.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -270757.187500 Penalty: 3690.312744
	Iteration 21Q: 3 clusters Score -270757.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -270759.562500 Penalty: 3690.312744
	Iteration 22Q: 3 clusters Score -270759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -270759.562500 Penalty: 3690.312744
	Iteration 23F: 3 clusters Score -270759.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -297986.968750 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -297987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -294991.875000 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -294991.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -295606.656250 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -295606.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -295840.218750 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -295840.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -295967.593750 Penalty: 3891.714844
	Iteration 3F: 3 clusters Score -295967.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -296065.375000 Penalty: 3891.714844
	Iteration 4Q: 3 clusters Score -296065.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -296147.218750 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -296147.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -296205.343750 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -296205.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -296252.093750 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -296252.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -296307.000000 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -296307 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -296357.500000 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -296357.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -296397.125000 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -296397.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -296426.406250 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -296426.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -296449.843750 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -296449.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -296466.218750 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -296466.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -296489.875000 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -296489.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -296509.781250 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -296509.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -296532.968750 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -296533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -296551.625000 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -296551.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -296575.156250 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -296575.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -296594.593750 Penalty: 3891.714844
	Iteration 19Q: 3 clusters Score -296594.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -296615.000000 Penalty: 3891.714844
	Iteration 20F: 3 clusters Score -296615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -296629.000000 Penalty: 3891.714844
	Iteration 21Q: 3 clusters Score -296629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -296640.781250 Penalty: 3891.714844
	Iteration 22Q: 3 clusters Score -296640.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -296648.062500 Penalty: 3891.714844
	Iteration 23Q: 3 clusters Score -296648.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -296654.875000 Penalty: 3891.714844
	Iteration 24Q: 3 clusters Score -296654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -296658.406250 Penalty: 3891.714844
	Iteration 25Q: 3 clusters Score -296658.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -296661.562500 Penalty: 3891.714844
	Iteration 26Q: 3 clusters Score -296661.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -296664.968750 Penalty: 3891.714844
	Iteration 27Q: 3 clusters Score -296665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -296667.656250 Penalty: 3891.714844
	Iteration 28Q: 3 clusters Score -296667.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -296669.625000 Penalty: 3891.714844
	Iteration 29Q: 3 clusters Score -296669.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -296673.718750 Penalty: 3891.714844
	Iteration 30Q: 3 clusters Score -296673.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -296679.000000 Penalty: 3891.714844
	Iteration 31Q: 3 clusters Score -296679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -296683.906250 Penalty: 3891.714844
	Iteration 32Q: 3 clusters Score -296683.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -296689.750000 Penalty: 3891.714844
	Iteration 33Q: 3 clusters Score -296689.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -296692.937500 Penalty: 3891.714844
	Iteration 34Q: 3 clusters Score -296692.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -296696.000000 Penalty: 3891.714844
	Iteration 35Q: 3 clusters Score -296696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -296700.937500 Penalty: 3891.714844
	Iteration 36Q: 3 clusters Score -296700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -296705.125000 Penalty: 3891.714844
	Iteration 37Q: 3 clusters Score -296705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -296706.687500 Penalty: 3891.714844
	Iteration 38Q: 3 clusters Score -296706.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -296707.437500 Penalty: 3891.714844
	Iteration 39Q: 3 clusters Score -296707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -296707.437500 Penalty: 3891.714844
	Iteration 40F: 3 clusters Score -296707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -296709.343750 Penalty: 3891.714844
	Iteration 41Q: 3 clusters Score -296709.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -296710.468750 Penalty: 3891.714844
	Iteration 42Q: 3 clusters Score -296710.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -296711.218750 Penalty: 3891.714844
	Iteration 43Q: 3 clusters Score -296711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -296712.687500 Penalty: 3891.714844
	Iteration 44Q: 3 clusters Score -296712.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -296713.937500 Penalty: 3891.714844
	Iteration 45Q: 3 clusters Score -296713.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -296716.281250 Penalty: 3891.714844
	Iteration 46Q: 3 clusters Score -296716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -296718.187500 Penalty: 3891.714844
	Iteration 47Q: 3 clusters Score -296718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -296720.656250 Penalty: 3891.714844
	Iteration 48Q: 3 clusters Score -296720.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -296723.937500 Penalty: 3891.714844
	Iteration 49Q: 3 clusters Score -296723.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -296727.656250 Penalty: 3891.714844
	Iteration 50Q: 3 clusters Score -296727.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -296730.937500 Penalty: 3891.714844
	Iteration 51Q: 3 clusters Score -296730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -296733.031250 Penalty: 3891.714844
	Iteration 52Q: 3 clusters Score -296733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -296733.437500 Penalty: 3891.714844
	Iteration 53Q: 3 clusters Score -296733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -296733.437500 Penalty: 3891.714844
	Iteration 54F: 3 clusters Score -296733.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -146504.171875 Penalty: 1814.504028
	Iteration 0F: 2 clusters Score -146504.2 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 733 members 
Entering Unmasked Estep 
Score: -144220.890625 Penalty: 3629.008057
	Iteration 0F: 3 clusters Score -144220.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -144713.531250 Penalty: 3629.008057
	Iteration 1F: 3 clusters Score -144713.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -144868.015625 Penalty: 3629.008057
	Iteration 2F: 3 clusters Score -144868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -144996.734375 Penalty: 3629.008057
	Iteration 3Q: 3 clusters Score -144996.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -145114.500000 Penalty: 3629.008057
	Iteration 4Q: 3 clusters Score -145114.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145245.343750 Penalty: 3629.008057
	Iteration 5Q: 3 clusters Score -145245.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -145370.109375 Penalty: 3629.008057
	Iteration 6Q: 3 clusters Score -145370.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -145505.921875 Penalty: 3629.008057
	Iteration 7Q: 3 clusters Score -145505.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -145609.593750 Penalty: 3629.008057
	Iteration 8Q: 3 clusters Score -145609.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145713.359375 Penalty: 3629.008057
	Iteration 9Q: 3 clusters Score -145713.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145779.640625 Penalty: 3629.008057
	Iteration 10Q: 3 clusters Score -145779.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145833.703125 Penalty: 3629.008057
	Iteration 11Q: 3 clusters Score -145833.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145890.500000 Penalty: 3629.008057
	Iteration 12Q: 3 clusters Score -145890.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -145920.953125 Penalty: 3629.008057
	Iteration 13Q: 3 clusters Score -145921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145939.703125 Penalty: 3629.008057
	Iteration 14Q: 3 clusters Score -145939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -145946.953125 Penalty: 3629.008057
	Iteration 15Q: 3 clusters Score -145947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -145954.515625 Penalty: 3629.008057
	Iteration 16Q: 3 clusters Score -145954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -145960.062500 Penalty: 3629.008057
	Iteration 17Q: 3 clusters Score -145960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -145964.343750 Penalty: 3629.008057
	Iteration 18Q: 3 clusters Score -145964.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -145970.640625 Penalty: 3629.008057
	Iteration 19Q: 3 clusters Score -145970.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -145980.312500 Penalty: 3629.008057
	Iteration 20F: 3 clusters Score -145980.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145987.578125 Penalty: 3629.008057
	Iteration 21Q: 3 clusters Score -145987.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -146006.281250 Penalty: 3629.008057
	Iteration 22Q: 3 clusters Score -146006.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -146017.953125 Penalty: 3629.008057
	Iteration 23Q: 3 clusters Score -146018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -146027.484375 Penalty: 3629.008057
	Iteration 24Q: 3 clusters Score -146027.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -146031.265625 Penalty: 3629.008057
	Iteration 25Q: 3 clusters Score -146031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -146032.218750 Penalty: 3629.008057
	Iteration 26Q: 3 clusters Score -146032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -146033.062500 Penalty: 3629.008057
	Iteration 27Q: 3 clusters Score -146033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -146033.984375 Penalty: 3629.008057
	Iteration 28Q: 3 clusters Score -146034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -146033.984375 Penalty: 3629.008057
	Iteration 29F: 3 clusters Score -146034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -338115.250000 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -338115.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -334957.625000 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -334957.6 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -335564.031250 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -335564 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -335722.312500 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -335722.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -335830.593750 Penalty: 3948.839600
	Iteration 3Q: 3 clusters Score -335830.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -335949.281250 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -335949.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -336053.062500 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -336053.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -336170.125000 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -336170.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -336281.468750 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -336281.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -336357.937500 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -336357.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -336418.000000 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -336418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -336463.875000 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -336463.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -336501.906250 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -336501.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -336540.156250 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -336540.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -336564.531250 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -336564.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -336576.625000 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -336576.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -336586.125000 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -336586.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -336591.500000 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -336591.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -336596.250000 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -336596.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -336600.593750 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -336600.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -336604.062500 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -336604.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -336611.375000 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -336611.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -336618.468750 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -336618.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -336626.000000 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -336626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -336631.312500 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -336631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -336632.656250 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -336632.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -336633.343750 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -336633.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -336633.625000 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -336633.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -336633.625000 Penalty: 3948.839600
	Iteration 27F: 3 clusters Score -336633.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -224896.765625 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -224896.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -222320.171875 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -222320.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -222780.265625 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -222780.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -222880.937500 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -222880.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -222947.875000 Penalty: 3746.169922
	Iteration 3Q: 3 clusters Score -222947.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -222995.843750 Penalty: 3746.169922
	Iteration 4Q: 3 clusters Score -222995.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -223019.765625 Penalty: 3746.169922
	Iteration 5Q: 3 clusters Score -223019.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -223041.484375 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -223041.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -223061.421875 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -223061.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -223073.640625 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -223073.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -223086.171875 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -223086.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -223092.500000 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -223092.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -223099.656250 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -223099.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -223105.265625 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -223105.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -223109.656250 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -223109.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -223114.187500 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -223114.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -223117.187500 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -223117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -223117.187500 Penalty: 3746.169922
	Iteration 16F: 3 clusters Score -223117.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (10098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Entering Unmasked Estep 
Score: -1227273.500000 Penalty: 2286.583008
	Iteration 0F: 2 clusters Score -1227274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1219499.000000 Penalty: 4573.166016
	Iteration 0F: 3 clusters Score -1219499 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1221731.000000 Penalty: 4573.166016
	Iteration 1F: 3 clusters Score -1221731 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1222076.500000 Penalty: 4573.166016
	Iteration 2F: 3 clusters Score -1222076 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1222400.250000 Penalty: 4573.166016
	Iteration 3F: 3 clusters Score -1222400 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1222741.500000 Penalty: 4573.166016
	Iteration 4F: 3 clusters Score -1222742 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1223152.375000 Penalty: 4573.166016
	Iteration 5F: 3 clusters Score -1223152 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1223605.500000 Penalty: 4573.166016
	Iteration 6F: 3 clusters Score -1223606 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1224033.250000 Penalty: 4573.166016
	Iteration 7F: 3 clusters Score -1224033 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1224422.375000 Penalty: 4573.166016
	Iteration 8F: 3 clusters Score -1224422 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1224708.375000 Penalty: 4573.166016
	Iteration 9Q: 3 clusters Score -1224708 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1224919.750000 Penalty: 4573.166016
	Iteration 10Q: 3 clusters Score -1224920 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1225058.375000 Penalty: 4573.166016
	Iteration 11Q: 3 clusters Score -1225058 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1225163.375000 Penalty: 4573.166016
	Iteration 12Q: 3 clusters Score -1225163 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1225225.500000 Penalty: 4573.166016
	Iteration 13Q: 3 clusters Score -1225226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1225275.125000 Penalty: 4573.166016
	Iteration 14Q: 3 clusters Score -1225275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1225314.500000 Penalty: 4573.166016
	Iteration 15Q: 3 clusters Score -1225314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1225339.750000 Penalty: 4573.166016
	Iteration 16Q: 3 clusters Score -1225340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1225356.000000 Penalty: 4573.166016
	Iteration 17Q: 3 clusters Score -1225356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1225369.875000 Penalty: 4573.166016
	Iteration 18Q: 3 clusters Score -1225370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1225375.000000 Penalty: 4573.166016
	Iteration 19Q: 3 clusters Score -1225375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1225382.000000 Penalty: 4573.166016
	Iteration 20F: 3 clusters Score -1225382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1225389.750000 Penalty: 4573.166016
	Iteration 21Q: 3 clusters Score -1225390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1225400.125000 Penalty: 4573.166016
	Iteration 22Q: 3 clusters Score -1225400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1225403.250000 Penalty: 4573.166016
	Iteration 23Q: 3 clusters Score -1225403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1225407.500000 Penalty: 4573.166016
	Iteration 24Q: 3 clusters Score -1225408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1225410.750000 Penalty: 4573.166016
	Iteration 25Q: 3 clusters Score -1225411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1225415.750000 Penalty: 4573.166016
	Iteration 26Q: 3 clusters Score -1225416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1225422.125000 Penalty: 4573.166016
	Iteration 27Q: 3 clusters Score -1225422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1225429.250000 Penalty: 4573.166016
	Iteration 28Q: 3 clusters Score -1225429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1225431.500000 Penalty: 4573.166016
	Iteration 29Q: 3 clusters Score -1225432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1225433.125000 Penalty: 4573.166016
	Iteration 30Q: 3 clusters Score -1225433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1225433.750000 Penalty: 4573.166016
	Iteration 31Q: 3 clusters Score -1225434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1225430.625000 Penalty: 4573.166016
	Iteration 32Q: 3 clusters Score -1225431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1225431.750000 Penalty: 4573.166016
	Iteration 33Q: 3 clusters Score -1225432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1225433.125000 Penalty: 4573.166016
	Iteration 34Q: 3 clusters Score -1225433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1225432.750000 Penalty: 4573.166016
	Iteration 35Q: 3 clusters Score -1225433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1225432.750000 Penalty: 4573.166016
	Iteration 36F: 3 clusters Score -1225433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (11976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Entering Unmasked Estep 
Score: -1420519.125000 Penalty: 2328.883789
	Iteration 0F: 2 clusters Score -1420519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1411650.625000 Penalty: 4657.767578
	Iteration 0F: 3 clusters Score -1411651 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1414356.375000 Penalty: 4657.767578
	Iteration 1F: 3 clusters Score -1414356 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1414758.750000 Penalty: 4657.767578
	Iteration 2F: 3 clusters Score -1414759 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1415075.125000 Penalty: 4657.767578
	Iteration 3F: 3 clusters Score -1415075 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1415385.875000 Penalty: 4657.767578
	Iteration 4Q: 3 clusters Score -1415386 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1415688.125000 Penalty: 4657.767578
	Iteration 5Q: 3 clusters Score -1415688 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1416058.625000 Penalty: 4657.767578
	Iteration 6Q: 3 clusters Score -1416059 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1416577.500000 Penalty: 4657.767578
	Iteration 7F: 3 clusters Score -1416578 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1417174.125000 Penalty: 4657.767578
	Iteration 8F: 3 clusters Score -1417174 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1417680.125000 Penalty: 4657.767578
	Iteration 9F: 3 clusters Score -1417680 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1418057.875000 Penalty: 4657.767578
	Iteration 10F: 3 clusters Score -1418058 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1418313.625000 Penalty: 4657.767578
	Iteration 11Q: 3 clusters Score -1418314 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1418487.500000 Penalty: 4657.767578
	Iteration 12Q: 3 clusters Score -1418488 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1418581.875000 Penalty: 4657.767578
	Iteration 13Q: 3 clusters Score -1418582 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1418647.000000 Penalty: 4657.767578
	Iteration 14Q: 3 clusters Score -1418647 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1418681.250000 Penalty: 4657.767578
	Iteration 15Q: 3 clusters Score -1418681 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1418717.875000 Penalty: 4657.767578
	Iteration 16Q: 3 clusters Score -1418718 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1418743.500000 Penalty: 4657.767578
	Iteration 17Q: 3 clusters Score -1418744 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1418765.000000 Penalty: 4657.767578
	Iteration 18Q: 3 clusters Score -1418765 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1418782.125000 Penalty: 4657.767578
	Iteration 19Q: 3 clusters Score -1418782 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1418800.125000 Penalty: 4657.767578
	Iteration 20F: 3 clusters Score -1418800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1418810.500000 Penalty: 4657.767578
	Iteration 21Q: 3 clusters Score -1418810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1418810.500000 Penalty: 4657.767578
	Iteration 22Q: 3 clusters Score -1418810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1418814.625000 Penalty: 4657.767578
	Iteration 23Q: 3 clusters Score -1418815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1418820.000000 Penalty: 4657.767578
	Iteration 24Q: 3 clusters Score -1418820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1418820.500000 Penalty: 4657.767578
	Iteration 25Q: 3 clusters Score -1418820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1418822.000000 Penalty: 4657.767578
	Iteration 26Q: 3 clusters Score -1418822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1418821.125000 Penalty: 4657.767578
	Iteration 27Q: 3 clusters Score -1418821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1418823.625000 Penalty: 4657.767578
	Iteration 28Q: 3 clusters Score -1418824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1418822.500000 Penalty: 4657.767578
	Iteration 29Q: 3 clusters Score -1418822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1418825.875000 Penalty: 4657.767578
	Iteration 30Q: 3 clusters Score -1418826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1418825.125000 Penalty: 4657.767578
	Iteration 31Q: 3 clusters Score -1418825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1418828.250000 Penalty: 4657.767578
	Iteration 32Q: 3 clusters Score -1418828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1418829.375000 Penalty: 4657.767578
	Iteration 33Q: 3 clusters Score -1418829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1418829.375000 Penalty: 4657.767578
	Iteration 34F: 3 clusters Score -1418829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -108467.039062 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -108467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106580.085938 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -106580.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106848.140625 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -106848.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -106966.898438 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -106966.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -107010.578125 Penalty: 3396.610596
	Iteration 3Q: 3 clusters Score -107010.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -107035.695312 Penalty: 3396.610596
	Iteration 4Q: 3 clusters Score -107035.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -107046.398438 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -107046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -107054.750000 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -107054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -107057.843750 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -107057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -107058.445312 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -107058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -107059.812500 Penalty: 3396.610596
	Iteration 9Q: 3 clusters Score -107059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -107062.523438 Penalty: 3396.610596
	Iteration 10Q: 3 clusters Score -107062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -107064.648438 Penalty: 3396.610596
	Iteration 11Q: 3 clusters Score -107064.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -107064.648438 Penalty: 3396.610596
	Iteration 12F: 3 clusters Score -107064.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (23864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Entering Unmasked Estep 
Score: -2972471.500000 Penalty: 2499.871338
	Iteration 0F: 2 clusters Score -2972472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2955891.000000 Penalty: 4999.742676
	Iteration 0F: 3 clusters Score -2955891 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2961539.750000 Penalty: 4999.742676
	Iteration 1F: 3 clusters Score -2961540 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2961905.250000 Penalty: 4999.742676
	Iteration 2Q: 3 clusters Score -2961905 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2962212.250000 Penalty: 4999.742676
	Iteration 3Q: 3 clusters Score -2962212 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2962445.500000 Penalty: 4999.742676
	Iteration 4Q: 3 clusters Score -2962446 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2962663.250000 Penalty: 4999.742676
	Iteration 5Q: 3 clusters Score -2962663 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2962881.250000 Penalty: 4999.742676
	Iteration 6Q: 3 clusters Score -2962881 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2963110.500000 Penalty: 4999.742676
	Iteration 7Q: 3 clusters Score -2963110 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2963334.500000 Penalty: 4999.742676
	Iteration 8Q: 3 clusters Score -2963334 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2963641.750000 Penalty: 4999.742676
	Iteration 9Q: 3 clusters Score -2963642 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2964028.000000 Penalty: 4999.742676
	Iteration 10Q: 3 clusters Score -2964028 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2964564.750000 Penalty: 4999.742676
	Iteration 11Q: 3 clusters Score -2964565 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2965253.750000 Penalty: 4999.742676
	Iteration 12Q: 3 clusters Score -2965254 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2966175.250000 Penalty: 4999.742676
	Iteration 13F: 3 clusters Score -2966175 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2967249.500000 Penalty: 4999.742676
	Iteration 14F: 3 clusters Score -2967250 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2968318.500000 Penalty: 4999.742676
	Iteration 15Q: 3 clusters Score -2968318 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2969090.500000 Penalty: 4999.742676
	Iteration 16Q: 3 clusters Score -2969090 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2969572.000000 Penalty: 4999.742676
	Iteration 17Q: 3 clusters Score -2969572 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2969864.000000 Penalty: 4999.742676
	Iteration 18Q: 3 clusters Score -2969864 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -2970023.500000 Penalty: 4999.742676
	Iteration 19Q: 3 clusters Score -2970024 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2970116.750000 Penalty: 4999.742676
	Iteration 20F: 3 clusters Score -2970117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2970164.500000 Penalty: 4999.742676
	Iteration 21Q: 3 clusters Score -2970164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -2970191.250000 Penalty: 4999.742676
	Iteration 22Q: 3 clusters Score -2970191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -2970208.250000 Penalty: 4999.742676
	Iteration 23Q: 3 clusters Score -2970208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -2970216.750000 Penalty: 4999.742676
	Iteration 24Q: 3 clusters Score -2970217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -2970227.500000 Penalty: 4999.742676
	Iteration 25Q: 3 clusters Score -2970228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2970240.750000 Penalty: 4999.742676
	Iteration 26Q: 3 clusters Score -2970241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2970247.000000 Penalty: 4999.742676
	Iteration 27Q: 3 clusters Score -2970247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2970255.250000 Penalty: 4999.742676
	Iteration 28Q: 3 clusters Score -2970255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -2970257.250000 Penalty: 4999.742676
	Iteration 29Q: 3 clusters Score -2970257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2970263.500000 Penalty: 4999.742676
	Iteration 30Q: 3 clusters Score -2970264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2970265.750000 Penalty: 4999.742676
	Iteration 31Q: 3 clusters Score -2970266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2970274.750000 Penalty: 4999.742676
	Iteration 32Q: 3 clusters Score -2970275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2970274.750000 Penalty: 4999.742676
	Iteration 33F: 3 clusters Score -2970275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -40898.515625 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -40898.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39605.679688 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -39605.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39708.187500 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -39708.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39750.828125 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -39750.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39776.636719 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -39776.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39783.832031 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -39783.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39781.984375 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -39781.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39791.378906 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -39791.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39797.562500 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -39797.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39802.167969 Penalty: 2776.817383
	Iteration 8Q: 3 clusters Score -39802.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39803.964844 Penalty: 2776.817383
	Iteration 9Q: 3 clusters Score -39803.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39808.437500 Penalty: 2776.817383
	Iteration 10Q: 3 clusters Score -39808.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39808.296875 Penalty: 2776.817383
	Iteration 11Q: 3 clusters Score -39808.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39798.355469 Penalty: 2776.817383
	Iteration 12Q: 3 clusters Score -39798.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39825.476562 Penalty: 2776.817383
	Iteration 13Q: 3 clusters Score -39825.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39835.132812 Penalty: 2776.817383
	Iteration 14Q: 3 clusters Score -39835.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39842.941406 Penalty: 2776.817383
	Iteration 15Q: 3 clusters Score -39842.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39842.941406 Penalty: 2776.817383
	Iteration 16F: 3 clusters Score -39842.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -289423.125000 Penalty: 1933.116089
	Iteration 0F: 2 clusters Score -289423.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -286515.718750 Penalty: 3866.232178
	Iteration 0F: 3 clusters Score -286515.7 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -287053.312500 Penalty: 3866.232178
	Iteration 1F: 3 clusters Score -287053.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -287244.562500 Penalty: 3866.232178
	Iteration 2F: 3 clusters Score -287244.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -287384.062500 Penalty: 3866.232178
	Iteration 3F: 3 clusters Score -287384.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -287482.875000 Penalty: 3866.232178
	Iteration 4Q: 3 clusters Score -287482.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -287549.656250 Penalty: 3866.232178
	Iteration 5Q: 3 clusters Score -287549.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -287605.156250 Penalty: 3866.232178
	Iteration 6Q: 3 clusters Score -287605.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -287658.875000 Penalty: 3866.232178
	Iteration 7Q: 3 clusters Score -287658.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -287719.437500 Penalty: 3866.232178
	Iteration 8Q: 3 clusters Score -287719.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -287794.093750 Penalty: 3866.232178
	Iteration 9Q: 3 clusters Score -287794.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -287873.312500 Penalty: 3866.232178
	Iteration 10Q: 3 clusters Score -287873.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -287926.937500 Penalty: 3866.232178
	Iteration 11Q: 3 clusters Score -287926.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -287974.062500 Penalty: 3866.232178
	Iteration 12Q: 3 clusters Score -287974.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -288003.875000 Penalty: 3866.232178
	Iteration 13Q: 3 clusters Score -288003.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -288024.875000 Penalty: 3866.232178
	Iteration 14Q: 3 clusters Score -288024.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -288044.093750 Penalty: 3866.232178
	Iteration 15Q: 3 clusters Score -288044.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -288063.062500 Penalty: 3866.232178
	Iteration 16Q: 3 clusters Score -288063.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -288078.343750 Penalty: 3866.232178
	Iteration 17Q: 3 clusters Score -288078.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -288090.250000 Penalty: 3866.232178
	Iteration 18Q: 3 clusters Score -288090.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -288097.343750 Penalty: 3866.232178
	Iteration 19Q: 3 clusters Score -288097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -288102.656250 Penalty: 3866.232178
	Iteration 20F: 3 clusters Score -288102.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -288106.656250 Penalty: 3866.232178
	Iteration 21Q: 3 clusters Score -288106.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -288111.343750 Penalty: 3866.232178
	Iteration 22Q: 3 clusters Score -288111.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -288116.875000 Penalty: 3866.232178
	Iteration 23Q: 3 clusters Score -288116.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -288122.000000 Penalty: 3866.232178
	Iteration 24Q: 3 clusters Score -288122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -288129.218750 Penalty: 3866.232178
	Iteration 25Q: 3 clusters Score -288129.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -288136.562500 Penalty: 3866.232178
	Iteration 26Q: 3 clusters Score -288136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -288143.531250 Penalty: 3866.232178
	Iteration 27Q: 3 clusters Score -288143.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -288151.343750 Penalty: 3866.232178
	Iteration 28Q: 3 clusters Score -288151.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -288155.250000 Penalty: 3866.232178
	Iteration 29Q: 3 clusters Score -288155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -288157.906250 Penalty: 3866.232178
	Iteration 30Q: 3 clusters Score -288157.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -288162.531250 Penalty: 3866.232178
	Iteration 31Q: 3 clusters Score -288162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -288165.500000 Penalty: 3866.232178
	Iteration 32Q: 3 clusters Score -288165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -288167.312500 Penalty: 3866.232178
	Iteration 33Q: 3 clusters Score -288167.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -288169.656250 Penalty: 3866.232178
	Iteration 34Q: 3 clusters Score -288169.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -288171.687500 Penalty: 3866.232178
	Iteration 35Q: 3 clusters Score -288171.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -288172.437500 Penalty: 3866.232178
	Iteration 36Q: 3 clusters Score -288172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -288173.406250 Penalty: 3866.232178
	Iteration 37Q: 3 clusters Score -288173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -288173.406250 Penalty: 3866.232178
	Iteration 38F: 3 clusters Score -288173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235277 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75875 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12681 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94226 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41937 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16280 members 
Mstep: Class 34 contains 15546 members 
Mstep: Class 35 contains 96457 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6768 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12811 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6778 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16042 members 
Mstep: Class 61 contains 28787 members 
Mstep: Class 62 contains 32575 members 
Mstep: Class 63 contains 92124 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23864 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540976.000000 Penalty: 282998.750000
Iteration 239Q: 82 clusters Score -1.54541e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235276 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75876 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12683 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94227 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41938 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15546 members 
Mstep: Class 35 contains 96458 members 
Mstep: Class 36 contains 32344 members 
Mstep: Class 37 contains 6766 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6755 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16044 members 
Mstep: Class 61 contains 28780 members 
Mstep: Class 62 contains 32575 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23883 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541136.000000 Penalty: 282998.750000
Iteration 240F: 82 clusters Score -1.545411e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235273 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75878 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136286 members 
Mstep: Class 18 contains 12688 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16223 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94231 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41939 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15546 members 
Mstep: Class 35 contains 96459 members 
Mstep: Class 36 contains 32345 members 
Mstep: Class 37 contains 6763 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6735 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16043 members 
Mstep: Class 61 contains 28776 members 
Mstep: Class 62 contains 32577 members 
Mstep: Class 63 contains 92124 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23892 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541152.000000 Penalty: 282998.750000
Iteration 241Q: 82 clusters Score -1.545412e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235273 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75879 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136287 members 
Mstep: Class 18 contains 12693 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16221 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94232 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41941 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15546 members 
Mstep: Class 35 contains 96459 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6760 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6712 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16043 members 
Mstep: Class 61 contains 28775 members 
Mstep: Class 62 contains 32577 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23906 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541136.000000 Penalty: 282998.750000
Iteration 242Q: 82 clusters Score -1.545411e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235272 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75879 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136286 members 
Mstep: Class 18 contains 12701 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16222 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94234 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41944 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15545 members 
Mstep: Class 35 contains 96459 members 
Mstep: Class 36 contains 32347 members 
Mstep: Class 37 contains 6759 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6686 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16043 members 
Mstep: Class 61 contains 28773 members 
Mstep: Class 62 contains 32578 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23914 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541104.000000 Penalty: 282998.750000
Iteration 243Q: 82 clusters Score -1.545411e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235273 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75880 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136285 members 
Mstep: Class 18 contains 12704 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16222 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94236 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41945 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15545 members 
Mstep: Class 35 contains 96458 members 
Mstep: Class 36 contains 32347 members 
Mstep: Class 37 contains 6758 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6658 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16043 members 
Mstep: Class 61 contains 28771 members 
Mstep: Class 62 contains 32578 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23932 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541104.000000 Penalty: 282998.750000
Iteration 244Q: 82 clusters Score -1.545411e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10713 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235272 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75882 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136283 members 
Mstep: Class 18 contains 12712 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16221 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94236 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41946 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15545 members 
Mstep: Class 35 contains 96457 members 
Mstep: Class 36 contains 32347 members 
Mstep: Class 37 contains 6755 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8681 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6628 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16043 members 
Mstep: Class 61 contains 28771 members 
Mstep: Class 62 contains 32579 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23950 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541184.000000 Penalty: 282998.750000
Iteration 245Q: 82 clusters Score -1.545412e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235273 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75880 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136281 members 
Mstep: Class 18 contains 12715 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16223 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94237 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41948 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15545 members 
Mstep: Class 35 contains 96457 members 
Mstep: Class 36 contains 32347 members 
Mstep: Class 37 contains 6752 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6604 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16043 members 
Mstep: Class 61 contains 28771 members 
Mstep: Class 62 contains 32579 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23966 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541184.000000 Penalty: 282998.750000
Iteration 246Q: 82 clusters Score -1.545412e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235273 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75880 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136281 members 
Mstep: Class 18 contains 12718 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16222 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94237 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41950 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15545 members 
Mstep: Class 35 contains 96455 members 
Mstep: Class 36 contains 32347 members 
Mstep: Class 37 contains 6751 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6583 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16043 members 
Mstep: Class 61 contains 28769 members 
Mstep: Class 62 contains 32579 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23982 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541200.000000 Penalty: 282998.750000
Iteration 247Q: 82 clusters Score -1.545412e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235274 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75878 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136284 members 
Mstep: Class 18 contains 12722 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16220 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94237 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41951 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15545 members 
Mstep: Class 35 contains 96454 members 
Mstep: Class 36 contains 32347 members 
Mstep: Class 37 contains 6751 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12814 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6559 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16044 members 
Mstep: Class 61 contains 28766 members 
Mstep: Class 62 contains 32579 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 23998 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541152.000000 Penalty: 282998.750000
Iteration 248Q: 82 clusters Score -1.545412e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235273 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75877 members 
Mstep: Class 15 contains 8605 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136285 members 
Mstep: Class 18 contains 12721 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16218 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94237 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41951 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15545 members 
Mstep: Class 35 contains 96452 members 
Mstep: Class 36 contains 32347 members 
Mstep: Class 37 contains 6746 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12814 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6553 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16045 members 
Mstep: Class 61 contains 28763 members 
Mstep: Class 62 contains 32581 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24009 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541136.000000 Penalty: 282998.750000
Iteration 249Q: 82 clusters Score -1.545411e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235272 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75879 members 
Mstep: Class 15 contains 8606 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136283 members 
Mstep: Class 18 contains 12715 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16216 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94238 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41951 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15544 members 
Mstep: Class 35 contains 96450 members 
Mstep: Class 36 contains 32347 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12814 members 
Mstep: Class 48 contains 6620 members 
Mstep: Class 49 contains 6541 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16046 members 
Mstep: Class 61 contains 28760 members 
Mstep: Class 62 contains 32584 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24025 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541184.000000 Penalty: 282998.750000
Iteration 250Q: 82 clusters Score -1.545412e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235274 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75879 members 
Mstep: Class 15 contains 8607 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136283 members 
Mstep: Class 18 contains 12721 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16210 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94239 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41953 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16282 members 
Mstep: Class 34 contains 15544 members 
Mstep: Class 35 contains 96449 members 
Mstep: Class 36 contains 32347 members 
Mstep: Class 37 contains 6742 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12814 members 
Mstep: Class 48 contains 6619 members 
Mstep: Class 49 contains 6522 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16047 members 
Mstep: Class 61 contains 28754 members 
Mstep: Class 62 contains 32585 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24037 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541168.000000 Penalty: 282998.750000
Iteration 251Q: 82 clusters Score -1.545412e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10713 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235275 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75877 members 
Mstep: Class 15 contains 8609 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136286 members 
Mstep: Class 18 contains 12722 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16206 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94239 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41957 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16283 members 
Mstep: Class 34 contains 15544 members 
Mstep: Class 35 contains 96449 members 
Mstep: Class 36 contains 32347 members 
Mstep: Class 37 contains 6740 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12814 members 
Mstep: Class 48 contains 6616 members 
Mstep: Class 49 contains 6504 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16047 members 
Mstep: Class 61 contains 28750 members 
Mstep: Class 62 contains 32586 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24052 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541120.000000 Penalty: 282998.750000
Iteration 252Q: 82 clusters Score -1.545411e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235274 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75876 members 
Mstep: Class 15 contains 8610 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136288 members 
Mstep: Class 18 contains 12723 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16204 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94239 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41958 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16282 members 
Mstep: Class 34 contains 15544 members 
Mstep: Class 35 contains 96449 members 
Mstep: Class 36 contains 32348 members 
Mstep: Class 37 contains 6738 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12814 members 
Mstep: Class 48 contains 6615 members 
Mstep: Class 49 contains 6485 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16048 members 
Mstep: Class 61 contains 28748 members 
Mstep: Class 62 contains 32586 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24067 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541104.000000 Penalty: 282998.750000
Iteration 253Q: 82 clusters Score -1.545411e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235272 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75877 members 
Mstep: Class 15 contains 8610 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12720 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16204 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94239 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41959 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16282 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96449 members 
Mstep: Class 36 contains 32348 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12814 members 
Mstep: Class 48 contains 6615 members 
Mstep: Class 49 contains 6458 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16050 members 
Mstep: Class 61 contains 28745 members 
Mstep: Class 62 contains 32587 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24092 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541136.000000 Penalty: 282998.750000
Iteration 254Q: 82 clusters Score -1.545411e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235272 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75877 members 
Mstep: Class 15 contains 8610 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12725 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16204 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41959 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16280 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96447 members 
Mstep: Class 36 contains 32348 members 
Mstep: Class 37 contains 6733 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12814 members 
Mstep: Class 48 contains 6615 members 
Mstep: Class 49 contains 6432 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16051 members 
Mstep: Class 61 contains 28742 members 
Mstep: Class 62 contains 32591 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24112 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541232.000000 Penalty: 282998.750000
Iteration 255Q: 82 clusters Score -1.545412e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75878 members 
Mstep: Class 15 contains 8610 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12728 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16203 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41959 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16279 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96445 members 
Mstep: Class 36 contains 32348 members 
Mstep: Class 37 contains 6733 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12815 members 
Mstep: Class 48 contains 6615 members 
Mstep: Class 49 contains 6417 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16049 members 
Mstep: Class 61 contains 28738 members 
Mstep: Class 62 contains 32596 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24119 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541200.000000 Penalty: 282998.750000
Iteration 256Q: 82 clusters Score -1.545412e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235270 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75878 members 
Mstep: Class 15 contains 8610 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12730 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16202 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41961 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16279 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96445 members 
Mstep: Class 36 contains 32348 members 
Mstep: Class 37 contains 6731 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12815 members 
Mstep: Class 48 contains 6615 members 
Mstep: Class 49 contains 6403 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16048 members 
Mstep: Class 61 contains 28734 members 
Mstep: Class 62 contains 32598 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24130 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541232.000000 Penalty: 282998.750000
Iteration 257Q: 82 clusters Score -1.545412e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235270 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75878 members 
Mstep: Class 15 contains 8610 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12726 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16202 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41961 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16280 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96445 members 
Mstep: Class 36 contains 32348 members 
Mstep: Class 37 contains 6730 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12815 members 
Mstep: Class 48 contains 6615 members 
Mstep: Class 49 contains 6392 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16050 members 
Mstep: Class 61 contains 28727 members 
Mstep: Class 62 contains 32601 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24135 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541248.000000 Penalty: 282998.750000
Iteration 258Q: 82 clusters Score -1.545412e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75880 members 
Mstep: Class 15 contains 8612 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136288 members 
Mstep: Class 18 contains 12723 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16202 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41962 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96444 members 
Mstep: Class 36 contains 32347 members 
Mstep: Class 37 contains 6729 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12815 members 
Mstep: Class 48 contains 6615 members 
Mstep: Class 49 contains 6386 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16050 members 
Mstep: Class 61 contains 28721 members 
Mstep: Class 62 contains 32602 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24137 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541296.000000 Penalty: 282998.750000
Iteration 259Q: 82 clusters Score -1.545413e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11430 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235273 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75879 members 
Mstep: Class 15 contains 8614 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12723 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16202 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41962 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16281 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96443 members 
Mstep: Class 36 contains 32347 members 
Mstep: Class 37 contains 6727 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12815 members 
Mstep: Class 48 contains 6614 members 
Mstep: Class 49 contains 6376 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16051 members 
Mstep: Class 61 contains 28716 members 
Mstep: Class 62 contains 32603 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24141 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541200.000000 Penalty: 282998.750000
Iteration 260F: 82 clusters Score -1.545412e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11431 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235274 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75878 members 
Mstep: Class 15 contains 8615 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12722 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16202 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41962 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16283 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96442 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6726 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12815 members 
Mstep: Class 48 contains 6613 members 
Mstep: Class 49 contains 6365 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28715 members 
Mstep: Class 62 contains 32601 members 
Mstep: Class 63 contains 92123 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24150 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541152.000000 Penalty: 282998.750000
Iteration 261Q: 82 clusters Score -1.545412e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235275 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8615 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12723 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16202 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41962 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16284 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96441 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6725 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12816 members 
Mstep: Class 48 contains 6611 members 
Mstep: Class 49 contains 6350 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28711 members 
Mstep: Class 62 contains 32601 members 
Mstep: Class 63 contains 92124 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24157 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541216.000000 Penalty: 282998.750000
Iteration 262Q: 82 clusters Score -1.545412e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235274 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75882 members 
Mstep: Class 15 contains 8617 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12719 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16201 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41962 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16285 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96442 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6725 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12814 members 
Mstep: Class 48 contains 6611 members 
Mstep: Class 49 contains 6331 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28710 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92124 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24174 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541168.000000 Penalty: 282998.750000
Iteration 263Q: 82 clusters Score -1.545412e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235274 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75882 members 
Mstep: Class 15 contains 8622 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12718 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16201 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41962 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16285 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96442 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12814 members 
Mstep: Class 48 contains 6608 members 
Mstep: Class 49 contains 6307 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32601 members 
Mstep: Class 63 contains 92124 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24195 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541216.000000 Penalty: 282998.750000
Iteration 264Q: 82 clusters Score -1.545412e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235275 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8625 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12723 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16201 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41962 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16286 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96442 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12814 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6280 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92124 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24214 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541152.000000 Penalty: 282998.750000
Iteration 265Q: 82 clusters Score -1.545412e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235274 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75880 members 
Mstep: Class 15 contains 8628 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12728 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16201 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41962 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16286 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96442 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12812 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6248 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28708 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92124 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11976 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24238 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541104.000000 Penalty: 282998.750000
Iteration 266Q: 82 clusters Score -1.545411e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235275 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75878 members 
Mstep: Class 15 contains 8631 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12738 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16201 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41962 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16286 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96440 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12812 members 
Mstep: Class 48 contains 6604 members 
Mstep: Class 49 contains 6222 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28707 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92124 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11975 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24250 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541104.000000 Penalty: 282998.750000
Iteration 267Q: 82 clusters Score -1.545411e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235275 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75877 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12744 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16201 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96440 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6719 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6191 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28707 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92125 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24274 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541120.000000 Penalty: 282998.750000
Iteration 268Q: 82 clusters Score -1.545411e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235275 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75876 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136288 members 
Mstep: Class 18 contains 12741 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16201 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94242 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96439 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6717 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6171 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28707 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92126 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24295 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541152.000000 Penalty: 282998.750000
Iteration 269Q: 82 clusters Score -1.545412e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235275 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75876 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136288 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16201 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4944 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96439 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6716 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6157 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28707 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24308 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541136.000000 Penalty: 282998.750000
Iteration 270Q: 82 clusters Score -1.545411e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235273 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75877 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136287 members 
Mstep: Class 18 contains 12734 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16201 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96437 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6713 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6146 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28707 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24324 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541152.000000 Penalty: 282998.750000
Iteration 271Q: 82 clusters Score -1.545412e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235272 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75880 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136288 members 
Mstep: Class 18 contains 12735 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94242 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96436 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6709 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6139 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28707 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24328 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541088.000000 Penalty: 282998.750000
Iteration 272Q: 82 clusters Score -1.545411e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235273 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136288 members 
Mstep: Class 18 contains 12738 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94242 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96436 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6706 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6129 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28707 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24333 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541072.000000 Penalty: 282998.750000
Iteration 273Q: 82 clusters Score -1.545411e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235273 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12741 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94242 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96435 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6705 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6119 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28707 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24341 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541152.000000 Penalty: 282998.750000
Iteration 274Q: 82 clusters Score -1.545412e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235273 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12742 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94242 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96433 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6704 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6111 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28707 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24346 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541136.000000 Penalty: 282998.750000
Iteration 275Q: 82 clusters Score -1.545411e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75882 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12743 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94242 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96432 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6705 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6102 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28707 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24352 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541136.000000 Penalty: 282998.750000
Iteration 276Q: 82 clusters Score -1.545411e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235272 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12743 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94242 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96430 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6704 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6097 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28708 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24355 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541120.000000 Penalty: 282998.750000
Iteration 277Q: 82 clusters Score -1.545411e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12743 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94242 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96430 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6703 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6094 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24356 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541104.000000 Penalty: 282998.750000
Iteration 278Q: 82 clusters Score -1.545411e+08 nChanged 8
Entering ConstructFrom: 
Score: -154541104.000000 Penalty: 282998.750000
Entering ConstructFrom: 
Trying to split cluster 1 (41203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Entering Unmasked Estep 
Score: -5131437.500000 Penalty: 2635.313965
	Iteration 0F: 2 clusters Score -5131438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -5103472.000000 Penalty: 5270.627930
	Iteration 0F: 3 clusters Score -5103472 nChanged 18769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -5113970.500000 Penalty: 5270.627930
	Iteration 1F: 3 clusters Score -5113970 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -5114467.500000 Penalty: 5270.627930
	Iteration 2Q: 3 clusters Score -5114468 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -5115058.000000 Penalty: 5270.627930
	Iteration 3Q: 3 clusters Score -5115058 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -5115688.500000 Penalty: 5270.627930
	Iteration 4Q: 3 clusters Score -5115688 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -5116694.500000 Penalty: 5270.627930
	Iteration 5Q: 3 clusters Score -5116694 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -5118237.000000 Penalty: 5270.627930
	Iteration 6F: 3 clusters Score -5118237 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -5120504.000000 Penalty: 5270.627930
	Iteration 7F: 3 clusters Score -5120504 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -5123390.500000 Penalty: 5270.627930
	Iteration 8F: 3 clusters Score -5123390 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -5126071.500000 Penalty: 5270.627930
	Iteration 9F: 3 clusters Score -5126072 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5127765.500000 Penalty: 5270.627930
	Iteration 10Q: 3 clusters Score -5127766 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5128468.500000 Penalty: 5270.627930
	Iteration 11Q: 3 clusters Score -5128468 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5128811.500000 Penalty: 5270.627930
	Iteration 12Q: 3 clusters Score -5128812 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5128962.000000 Penalty: 5270.627930
	Iteration 13Q: 3 clusters Score -5128962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5129035.500000 Penalty: 5270.627930
	Iteration 14Q: 3 clusters Score -5129036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5129068.500000 Penalty: 5270.627930
	Iteration 15Q: 3 clusters Score -5129068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5129098.000000 Penalty: 5270.627930
	Iteration 16Q: 3 clusters Score -5129098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5129120.500000 Penalty: 5270.627930
	Iteration 17Q: 3 clusters Score -5129120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5129129.500000 Penalty: 5270.627930
	Iteration 18Q: 3 clusters Score -5129130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5129135.500000 Penalty: 5270.627930
	Iteration 19Q: 3 clusters Score -5129136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5129137.500000 Penalty: 5270.627930
	Iteration 20F: 3 clusters Score -5129138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5129140.500000 Penalty: 5270.627930
	Iteration 21Q: 3 clusters Score -5129140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5129142.000000 Penalty: 5270.627930
	Iteration 22Q: 3 clusters Score -5129142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5129142.000000 Penalty: 5270.627930
	Iteration 23F: 3 clusters Score -5129142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Entering Unmasked Estep 
Score: -1138857.250000 Penalty: 2200.481201
	Iteration 0F: 2 clusters Score -1138857 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 3551 members 
Entering Unmasked Estep 
Score: -1133062.500000 Penalty: 4400.962402
	Iteration 0F: 3 clusters Score -1133062 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1134785.625000 Penalty: 4400.962402
	Iteration 1F: 3 clusters Score -1134786 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1135198.625000 Penalty: 4400.962402
	Iteration 2F: 3 clusters Score -1135199 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1135548.750000 Penalty: 4400.962402
	Iteration 3F: 3 clusters Score -1135549 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1135937.875000 Penalty: 4400.962402
	Iteration 4F: 3 clusters Score -1135938 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1136376.625000 Penalty: 4400.962402
	Iteration 5F: 3 clusters Score -1136377 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1136778.750000 Penalty: 4400.962402
	Iteration 6F: 3 clusters Score -1136779 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1137058.875000 Penalty: 4400.962402
	Iteration 7F: 3 clusters Score -1137059 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1137228.375000 Penalty: 4400.962402
	Iteration 8Q: 3 clusters Score -1137228 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1137349.500000 Penalty: 4400.962402
	Iteration 9Q: 3 clusters Score -1137350 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1137444.875000 Penalty: 4400.962402
	Iteration 10Q: 3 clusters Score -1137445 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1137515.125000 Penalty: 4400.962402
	Iteration 11Q: 3 clusters Score -1137515 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1137575.125000 Penalty: 4400.962402
	Iteration 12Q: 3 clusters Score -1137575 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1137650.125000 Penalty: 4400.962402
	Iteration 13Q: 3 clusters Score -1137650 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1137728.250000 Penalty: 4400.962402
	Iteration 14Q: 3 clusters Score -1137728 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1137833.375000 Penalty: 4400.962402
	Iteration 15Q: 3 clusters Score -1137833 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1137971.250000 Penalty: 4400.962402
	Iteration 16Q: 3 clusters Score -1137971 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1138081.375000 Penalty: 4400.962402
	Iteration 17Q: 3 clusters Score -1138081 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1138128.750000 Penalty: 4400.962402
	Iteration 18Q: 3 clusters Score -1138129 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1138168.500000 Penalty: 4400.962402
	Iteration 19Q: 3 clusters Score -1138168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1138203.375000 Penalty: 4400.962402
	Iteration 20F: 3 clusters Score -1138203 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1138235.375000 Penalty: 4400.962402
	Iteration 21Q: 3 clusters Score -1138235 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1138260.625000 Penalty: 4400.962402
	Iteration 22Q: 3 clusters Score -1138261 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1138289.250000 Penalty: 4400.962402
	Iteration 23Q: 3 clusters Score -1138289 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1138315.500000 Penalty: 4400.962402
	Iteration 24Q: 3 clusters Score -1138316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1138341.000000 Penalty: 4400.962402
	Iteration 25Q: 3 clusters Score -1138341 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1138360.625000 Penalty: 4400.962402
	Iteration 26Q: 3 clusters Score -1138361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1138370.250000 Penalty: 4400.962402
	Iteration 27Q: 3 clusters Score -1138370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1138386.875000 Penalty: 4400.962402
	Iteration 28Q: 3 clusters Score -1138387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1138409.500000 Penalty: 4400.962402
	Iteration 29Q: 3 clusters Score -1138410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1138425.250000 Penalty: 4400.962402
	Iteration 30Q: 3 clusters Score -1138425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1138442.500000 Penalty: 4400.962402
	Iteration 31Q: 3 clusters Score -1138442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1138462.750000 Penalty: 4400.962402
	Iteration 32Q: 3 clusters Score -1138463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1138483.125000 Penalty: 4400.962402
	Iteration 33Q: 3 clusters Score -1138483 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1138502.500000 Penalty: 4400.962402
	Iteration 34Q: 3 clusters Score -1138502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1138522.500000 Penalty: 4400.962402
	Iteration 35Q: 3 clusters Score -1138522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1138539.500000 Penalty: 4400.962402
	Iteration 36Q: 3 clusters Score -1138540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1138557.750000 Penalty: 4400.962402
	Iteration 37Q: 3 clusters Score -1138558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1138574.000000 Penalty: 4400.962402
	Iteration 38Q: 3 clusters Score -1138574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1138589.000000 Penalty: 4400.962402
	Iteration 39Q: 3 clusters Score -1138589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1138597.625000 Penalty: 4400.962402
	Iteration 40F: 3 clusters Score -1138598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1138609.250000 Penalty: 4400.962402
	Iteration 41Q: 3 clusters Score -1138609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1138619.125000 Penalty: 4400.962402
	Iteration 42Q: 3 clusters Score -1138619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1138622.750000 Penalty: 4400.962402
	Iteration 43Q: 3 clusters Score -1138623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1138631.375000 Penalty: 4400.962402
	Iteration 44Q: 3 clusters Score -1138631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1138638.000000 Penalty: 4400.962402
	Iteration 45Q: 3 clusters Score -1138638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1138644.500000 Penalty: 4400.962402
	Iteration 46Q: 3 clusters Score -1138644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1138648.625000 Penalty: 4400.962402
	Iteration 47Q: 3 clusters Score -1138649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1138649.000000 Penalty: 4400.962402
	Iteration 48Q: 3 clusters Score -1138649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1138649.250000 Penalty: 4400.962402
	Iteration 49Q: 3 clusters Score -1138649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1138654.375000 Penalty: 4400.962402
	Iteration 50Q: 3 clusters Score -1138654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1138655.875000 Penalty: 4400.962402
	Iteration 51Q: 3 clusters Score -1138656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1138656.750000 Penalty: 4400.962402
	Iteration 52Q: 3 clusters Score -1138657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1138657.000000 Penalty: 4400.962402
	Iteration 53Q: 3 clusters Score -1138657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1138658.000000 Penalty: 4400.962402
	Iteration 54Q: 3 clusters Score -1138658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1138658.125000 Penalty: 4400.962402
	Iteration 55Q: 3 clusters Score -1138658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1138660.500000 Penalty: 4400.962402
	Iteration 56Q: 3 clusters Score -1138660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1138662.375000 Penalty: 4400.962402
	Iteration 57Q: 3 clusters Score -1138662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1138659.500000 Penalty: 4400.962402
	Iteration 58Q: 3 clusters Score -1138660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1138661.750000 Penalty: 4400.962402
	Iteration 59Q: 3 clusters Score -1138662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1138661.750000 Penalty: 4400.962402
	Iteration 60F: 3 clusters Score -1138662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1138660.250000 Penalty: 4400.962402
	Iteration 61Q: 3 clusters Score -1138660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1138663.875000 Penalty: 4400.962402
	Iteration 62Q: 3 clusters Score -1138664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1138662.750000 Penalty: 4400.962402
	Iteration 63Q: 3 clusters Score -1138663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1138666.250000 Penalty: 4400.962402
	Iteration 64Q: 3 clusters Score -1138666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1138664.375000 Penalty: 4400.962402
	Iteration 65Q: 3 clusters Score -1138664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1138671.625000 Penalty: 4400.962402
	Iteration 66Q: 3 clusters Score -1138672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1138672.625000 Penalty: 4400.962402
	Iteration 67Q: 3 clusters Score -1138673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1138671.875000 Penalty: 4400.962402
	Iteration 68Q: 3 clusters Score -1138672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1138671.375000 Penalty: 4400.962402
	Iteration 69Q: 3 clusters Score -1138671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1138671.375000 Penalty: 4400.962402
	Iteration 70F: 3 clusters Score -1138671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Entering Unmasked Estep 
Score: -1374707.750000 Penalty: 2317.354492
	Iteration 0F: 2 clusters Score -1374708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1366104.125000 Penalty: 4634.708984
	Iteration 0F: 3 clusters Score -1366104 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1369003.750000 Penalty: 4634.708984
	Iteration 1F: 3 clusters Score -1369004 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1369778.125000 Penalty: 4634.708984
	Iteration 2F: 3 clusters Score -1369778 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1370686.750000 Penalty: 4634.708984
	Iteration 3F: 3 clusters Score -1370687 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1371603.125000 Penalty: 4634.708984
	Iteration 4F: 3 clusters Score -1371603 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1372234.125000 Penalty: 4634.708984
	Iteration 5F: 3 clusters Score -1372234 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1372577.875000 Penalty: 4634.708984
	Iteration 6F: 3 clusters Score -1372578 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1372720.250000 Penalty: 4634.708984
	Iteration 7Q: 3 clusters Score -1372720 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1372785.625000 Penalty: 4634.708984
	Iteration 8Q: 3 clusters Score -1372786 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1372810.125000 Penalty: 4634.708984
	Iteration 9Q: 3 clusters Score -1372810 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1372826.875000 Penalty: 4634.708984
	Iteration 10Q: 3 clusters Score -1372827 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1372838.875000 Penalty: 4634.708984
	Iteration 11Q: 3 clusters Score -1372839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1372848.250000 Penalty: 4634.708984
	Iteration 12Q: 3 clusters Score -1372848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1372852.250000 Penalty: 4634.708984
	Iteration 13Q: 3 clusters Score -1372852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1372857.625000 Penalty: 4634.708984
	Iteration 14Q: 3 clusters Score -1372858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1372862.000000 Penalty: 4634.708984
	Iteration 15Q: 3 clusters Score -1372862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1372860.000000 Penalty: 4634.708984
	Iteration 16Q: 3 clusters Score -1372860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1372861.875000 Penalty: 4634.708984
	Iteration 17Q: 3 clusters Score -1372862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1372858.625000 Penalty: 4634.708984
	Iteration 18Q: 3 clusters Score -1372859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1372860.750000 Penalty: 4634.708984
	Iteration 19Q: 3 clusters Score -1372861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1372862.625000 Penalty: 4634.708984
	Iteration 20F: 3 clusters Score -1372863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1372862.750000 Penalty: 4634.708984
	Iteration 21Q: 3 clusters Score -1372863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1372864.500000 Penalty: 4634.708984
	Iteration 22Q: 3 clusters Score -1372864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1372861.250000 Penalty: 4634.708984
	Iteration 23Q: 3 clusters Score -1372861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1372863.000000 Penalty: 4634.708984
	Iteration 24Q: 3 clusters Score -1372863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1372864.625000 Penalty: 4634.708984
	Iteration 25Q: 3 clusters Score -1372865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1372862.750000 Penalty: 4634.708984
	Iteration 26Q: 3 clusters Score -1372863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1372862.625000 Penalty: 4634.708984
	Iteration 27Q: 3 clusters Score -1372863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1372865.750000 Penalty: 4634.708984
	Iteration 28Q: 3 clusters Score -1372866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1372866.250000 Penalty: 4634.708984
	Iteration 29Q: 3 clusters Score -1372866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1372867.750000 Penalty: 4634.708984
	Iteration 30Q: 3 clusters Score -1372868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1372868.750000 Penalty: 4634.708984
	Iteration 31Q: 3 clusters Score -1372869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1372868.750000 Penalty: 4634.708984
	Iteration 32F: 3 clusters Score -1372869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -47132.109375 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -47132.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46200.425781 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -46200.43 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -46695.632812 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -46695.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -46845.812500 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -46845.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -46887.585938 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -46887.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -46899.132812 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -46899.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -46899.132812 Penalty: 2992.410889
	Iteration 5F: 3 clusters Score -46899.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -245889.640625 Penalty: 1900.641602
	Iteration 0F: 2 clusters Score -245889.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -243185.953125 Penalty: 3801.283203
	Iteration 0F: 3 clusters Score -243186 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -243726.609375 Penalty: 3801.283203
	Iteration 1F: 3 clusters Score -243726.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -243948.203125 Penalty: 3801.283203
	Iteration 2F: 3 clusters Score -243948.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -244092.281250 Penalty: 3801.283203
	Iteration 3F: 3 clusters Score -244092.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -244208.281250 Penalty: 3801.283203
	Iteration 4Q: 3 clusters Score -244208.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -244299.468750 Penalty: 3801.283203
	Iteration 5Q: 3 clusters Score -244299.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -244371.531250 Penalty: 3801.283203
	Iteration 6Q: 3 clusters Score -244371.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -244447.156250 Penalty: 3801.283203
	Iteration 7Q: 3 clusters Score -244447.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -244520.703125 Penalty: 3801.283203
	Iteration 8Q: 3 clusters Score -244520.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -244577.406250 Penalty: 3801.283203
	Iteration 9Q: 3 clusters Score -244577.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -244625.140625 Penalty: 3801.283203
	Iteration 10Q: 3 clusters Score -244625.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -244660.156250 Penalty: 3801.283203
	Iteration 11Q: 3 clusters Score -244660.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -244675.265625 Penalty: 3801.283203
	Iteration 12Q: 3 clusters Score -244675.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -244691.125000 Penalty: 3801.283203
	Iteration 13Q: 3 clusters Score -244691.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -244711.250000 Penalty: 3801.283203
	Iteration 14Q: 3 clusters Score -244711.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -244728.890625 Penalty: 3801.283203
	Iteration 15Q: 3 clusters Score -244728.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -244743.265625 Penalty: 3801.283203
	Iteration 16Q: 3 clusters Score -244743.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -244750.500000 Penalty: 3801.283203
	Iteration 17Q: 3 clusters Score -244750.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -244761.921875 Penalty: 3801.283203
	Iteration 18Q: 3 clusters Score -244761.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -244778.140625 Penalty: 3801.283203
	Iteration 19Q: 3 clusters Score -244778.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -244793.171875 Penalty: 3801.283203
	Iteration 20F: 3 clusters Score -244793.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -244804.218750 Penalty: 3801.283203
	Iteration 21Q: 3 clusters Score -244804.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -244812.453125 Penalty: 3801.283203
	Iteration 22Q: 3 clusters Score -244812.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -244820.828125 Penalty: 3801.283203
	Iteration 23Q: 3 clusters Score -244820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -244827.562500 Penalty: 3801.283203
	Iteration 24Q: 3 clusters Score -244827.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -244831.890625 Penalty: 3801.283203
	Iteration 25Q: 3 clusters Score -244831.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -244840.421875 Penalty: 3801.283203
	Iteration 26Q: 3 clusters Score -244840.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -244853.812500 Penalty: 3801.283203
	Iteration 27Q: 3 clusters Score -244853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -244869.328125 Penalty: 3801.283203
	Iteration 28Q: 3 clusters Score -244869.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -244882.906250 Penalty: 3801.283203
	Iteration 29Q: 3 clusters Score -244882.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -244896.375000 Penalty: 3801.283203
	Iteration 30Q: 3 clusters Score -244896.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -244905.046875 Penalty: 3801.283203
	Iteration 31Q: 3 clusters Score -244905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -244917.890625 Penalty: 3801.283203
	Iteration 32Q: 3 clusters Score -244917.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -244928.593750 Penalty: 3801.283203
	Iteration 33Q: 3 clusters Score -244928.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -244935.531250 Penalty: 3801.283203
	Iteration 34Q: 3 clusters Score -244935.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -244938.734375 Penalty: 3801.283203
	Iteration 35Q: 3 clusters Score -244938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -244940.328125 Penalty: 3801.283203
	Iteration 36Q: 3 clusters Score -244940.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -244942.421875 Penalty: 3801.283203
	Iteration 37Q: 3 clusters Score -244942.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -244948.156250 Penalty: 3801.283203
	Iteration 38Q: 3 clusters Score -244948.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -244956.843750 Penalty: 3801.283203
	Iteration 39Q: 3 clusters Score -244956.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -244961.781250 Penalty: 3801.283203
	Iteration 40F: 3 clusters Score -244961.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -244964.906250 Penalty: 3801.283203
	Iteration 41Q: 3 clusters Score -244964.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -244967.953125 Penalty: 3801.283203
	Iteration 42Q: 3 clusters Score -244968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -244971.687500 Penalty: 3801.283203
	Iteration 43Q: 3 clusters Score -244971.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -244974.296875 Penalty: 3801.283203
	Iteration 44Q: 3 clusters Score -244974.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -244982.296875 Penalty: 3801.283203
	Iteration 45Q: 3 clusters Score -244982.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -244992.640625 Penalty: 3801.283203
	Iteration 46Q: 3 clusters Score -244992.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -245007.640625 Penalty: 3801.283203
	Iteration 47Q: 3 clusters Score -245007.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -245024.781250 Penalty: 3801.283203
	Iteration 48Q: 3 clusters Score -245024.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -245052.328125 Penalty: 3801.283203
	Iteration 49Q: 3 clusters Score -245052.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -245091.156250 Penalty: 3801.283203
	Iteration 50Q: 3 clusters Score -245091.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -245142.406250 Penalty: 3801.283203
	Iteration 51Q: 3 clusters Score -245142.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -245212.156250 Penalty: 3801.283203
	Iteration 52Q: 3 clusters Score -245212.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -245277.875000 Penalty: 3801.283203
	Iteration 53Q: 3 clusters Score -245277.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -245379.546875 Penalty: 3801.283203
	Iteration 54Q: 3 clusters Score -245379.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -245462.968750 Penalty: 3801.283203
	Iteration 55Q: 3 clusters Score -245463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -245512.859375 Penalty: 3801.283203
	Iteration 56Q: 3 clusters Score -245512.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -245538.828125 Penalty: 3801.283203
	Iteration 57Q: 3 clusters Score -245538.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -245553.593750 Penalty: 3801.283203
	Iteration 58Q: 3 clusters Score -245553.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -245567.828125 Penalty: 3801.283203
	Iteration 59Q: 3 clusters Score -245567.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -245574.500000 Penalty: 3801.283203
	Iteration 60F: 3 clusters Score -245574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -245577.468750 Penalty: 3801.283203
	Iteration 61Q: 3 clusters Score -245577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -245580.984375 Penalty: 3801.283203
	Iteration 62Q: 3 clusters Score -245581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -245586.031250 Penalty: 3801.283203
	Iteration 63Q: 3 clusters Score -245586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -245586.031250 Penalty: 3801.283203
	Iteration 64F: 3 clusters Score -245586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Entering Unmasked Estep 
Score: -1301977.750000 Penalty: 2301.268066
	Iteration 0F: 2 clusters Score -1301978 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 5432 members 
Entering Unmasked Estep 
Score: -1293939.750000 Penalty: 4602.536133
	Iteration 0F: 3 clusters Score -1293940 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1296305.750000 Penalty: 4602.536133
	Iteration 1F: 3 clusters Score -1296306 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1296577.625000 Penalty: 4602.536133
	Iteration 2F: 3 clusters Score -1296578 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1296795.625000 Penalty: 4602.536133
	Iteration 3Q: 3 clusters Score -1296796 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1296965.625000 Penalty: 4602.536133
	Iteration 4Q: 3 clusters Score -1296966 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1297132.375000 Penalty: 4602.536133
	Iteration 5Q: 3 clusters Score -1297132 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1297302.500000 Penalty: 4602.536133
	Iteration 6Q: 3 clusters Score -1297302 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1297515.625000 Penalty: 4602.536133
	Iteration 7Q: 3 clusters Score -1297516 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1297753.500000 Penalty: 4602.536133
	Iteration 8Q: 3 clusters Score -1297754 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1298010.250000 Penalty: 4602.536133
	Iteration 9Q: 3 clusters Score -1298010 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1298275.000000 Penalty: 4602.536133
	Iteration 10Q: 3 clusters Score -1298275 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1298517.125000 Penalty: 4602.536133
	Iteration 11Q: 3 clusters Score -1298517 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1298771.000000 Penalty: 4602.536133
	Iteration 12Q: 3 clusters Score -1298771 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1299021.375000 Penalty: 4602.536133
	Iteration 13Q: 3 clusters Score -1299021 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1299252.875000 Penalty: 4602.536133
	Iteration 14Q: 3 clusters Score -1299253 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1299442.000000 Penalty: 4602.536133
	Iteration 15Q: 3 clusters Score -1299442 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1299596.125000 Penalty: 4602.536133
	Iteration 16Q: 3 clusters Score -1299596 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1299710.375000 Penalty: 4602.536133
	Iteration 17Q: 3 clusters Score -1299710 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1299806.875000 Penalty: 4602.536133
	Iteration 18Q: 3 clusters Score -1299807 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1299892.125000 Penalty: 4602.536133
	Iteration 19Q: 3 clusters Score -1299892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1299961.000000 Penalty: 4602.536133
	Iteration 20F: 3 clusters Score -1299961 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1300009.125000 Penalty: 4602.536133
	Iteration 21Q: 3 clusters Score -1300009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1300038.250000 Penalty: 4602.536133
	Iteration 22Q: 3 clusters Score -1300038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1300070.375000 Penalty: 4602.536133
	Iteration 23Q: 3 clusters Score -1300070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1300095.750000 Penalty: 4602.536133
	Iteration 24Q: 3 clusters Score -1300096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1300109.750000 Penalty: 4602.536133
	Iteration 25Q: 3 clusters Score -1300110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1300118.000000 Penalty: 4602.536133
	Iteration 26Q: 3 clusters Score -1300118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1300122.375000 Penalty: 4602.536133
	Iteration 27Q: 3 clusters Score -1300122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1300130.625000 Penalty: 4602.536133
	Iteration 28Q: 3 clusters Score -1300131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1300133.375000 Penalty: 4602.536133
	Iteration 29Q: 3 clusters Score -1300133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1300139.750000 Penalty: 4602.536133
	Iteration 30Q: 3 clusters Score -1300140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1300140.750000 Penalty: 4602.536133
	Iteration 31Q: 3 clusters Score -1300141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1300140.750000 Penalty: 4602.536133
	Iteration 32F: 3 clusters Score -1300141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -53783.214844 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -53783.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52418.292969 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -52418.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52544.148438 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -52544.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52576.855469 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -52576.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52589.136719 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -52589.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52596.652344 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -52596.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52605.769531 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -52605.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52610.839844 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -52610.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52615.875000 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -52615.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52615.875000 Penalty: 2913.965820
	Iteration 8F: 3 clusters Score -52615.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -263448.031250 Penalty: 1913.682251
	Iteration 0F: 2 clusters Score -263448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -260667.453125 Penalty: 3827.364502
	Iteration 0F: 3 clusters Score -260667.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -261163.343750 Penalty: 3827.364502
	Iteration 1F: 3 clusters Score -261163.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -261363.609375 Penalty: 3827.364502
	Iteration 2F: 3 clusters Score -261363.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -261488.390625 Penalty: 3827.364502
	Iteration 3F: 3 clusters Score -261488.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -261575.187500 Penalty: 3827.364502
	Iteration 4Q: 3 clusters Score -261575.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -261647.828125 Penalty: 3827.364502
	Iteration 5Q: 3 clusters Score -261647.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -261705.593750 Penalty: 3827.364502
	Iteration 6Q: 3 clusters Score -261705.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -261759.843750 Penalty: 3827.364502
	Iteration 7Q: 3 clusters Score -261759.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -261789.437500 Penalty: 3827.364502
	Iteration 8Q: 3 clusters Score -261789.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -261809.671875 Penalty: 3827.364502
	Iteration 9Q: 3 clusters Score -261809.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -261827.296875 Penalty: 3827.364502
	Iteration 10Q: 3 clusters Score -261827.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -261840.921875 Penalty: 3827.364502
	Iteration 11Q: 3 clusters Score -261840.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -261851.375000 Penalty: 3827.364502
	Iteration 12Q: 3 clusters Score -261851.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -261871.312500 Penalty: 3827.364502
	Iteration 13Q: 3 clusters Score -261871.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -261888.250000 Penalty: 3827.364502
	Iteration 14Q: 3 clusters Score -261888.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -261904.125000 Penalty: 3827.364502
	Iteration 15Q: 3 clusters Score -261904.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -261924.750000 Penalty: 3827.364502
	Iteration 16Q: 3 clusters Score -261924.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -261936.390625 Penalty: 3827.364502
	Iteration 17Q: 3 clusters Score -261936.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -261943.125000 Penalty: 3827.364502
	Iteration 18Q: 3 clusters Score -261943.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -261949.796875 Penalty: 3827.364502
	Iteration 19Q: 3 clusters Score -261949.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -261955.328125 Penalty: 3827.364502
	Iteration 20F: 3 clusters Score -261955.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -261965.109375 Penalty: 3827.364502
	Iteration 21Q: 3 clusters Score -261965.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -261972.328125 Penalty: 3827.364502
	Iteration 22Q: 3 clusters Score -261972.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -261980.734375 Penalty: 3827.364502
	Iteration 23Q: 3 clusters Score -261980.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -261987.281250 Penalty: 3827.364502
	Iteration 24Q: 3 clusters Score -261987.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -261996.406250 Penalty: 3827.364502
	Iteration 25Q: 3 clusters Score -261996.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -262005.609375 Penalty: 3827.364502
	Iteration 26Q: 3 clusters Score -262005.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -262018.000000 Penalty: 3827.364502
	Iteration 27Q: 3 clusters Score -262018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -262023.453125 Penalty: 3827.364502
	Iteration 28Q: 3 clusters Score -262023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -262027.359375 Penalty: 3827.364502
	Iteration 29Q: 3 clusters Score -262027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -262029.140625 Penalty: 3827.364502
	Iteration 30Q: 3 clusters Score -262029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -262029.171875 Penalty: 3827.364502
	Iteration 31Q: 3 clusters Score -262029.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -262029.171875 Penalty: 3827.364502
	Iteration 32F: 3 clusters Score -262029.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Entering Unmasked Estep 
Score: -625617.875000 Penalty: 2127.788330
	Iteration 0F: 2 clusters Score -625617.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -620867.875000 Penalty: 4255.576660
	Iteration 0F: 3 clusters Score -620867.9 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -622047.062500 Penalty: 4255.576660
	Iteration 1F: 3 clusters Score -622047.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -622281.062500 Penalty: 4255.576660
	Iteration 2F: 3 clusters Score -622281.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -622438.125000 Penalty: 4255.576660
	Iteration 3F: 3 clusters Score -622438.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -622580.187500 Penalty: 4255.576660
	Iteration 4Q: 3 clusters Score -622580.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -622757.687500 Penalty: 4255.576660
	Iteration 5Q: 3 clusters Score -622757.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -622988.187500 Penalty: 4255.576660
	Iteration 6F: 3 clusters Score -622988.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -623266.187500 Penalty: 4255.576660
	Iteration 7F: 3 clusters Score -623266.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -623529.125000 Penalty: 4255.576660
	Iteration 8F: 3 clusters Score -623529.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -623761.812500 Penalty: 4255.576660
	Iteration 9F: 3 clusters Score -623761.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -623921.562500 Penalty: 4255.576660
	Iteration 10Q: 3 clusters Score -623921.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -624030.125000 Penalty: 4255.576660
	Iteration 11Q: 3 clusters Score -624030.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -624105.812500 Penalty: 4255.576660
	Iteration 12Q: 3 clusters Score -624105.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -624162.500000 Penalty: 4255.576660
	Iteration 13Q: 3 clusters Score -624162.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -624196.125000 Penalty: 4255.576660
	Iteration 14Q: 3 clusters Score -624196.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -624216.375000 Penalty: 4255.576660
	Iteration 15Q: 3 clusters Score -624216.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -624228.312500 Penalty: 4255.576660
	Iteration 16Q: 3 clusters Score -624228.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -624234.312500 Penalty: 4255.576660
	Iteration 17Q: 3 clusters Score -624234.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -624237.687500 Penalty: 4255.576660
	Iteration 18Q: 3 clusters Score -624237.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -624242.500000 Penalty: 4255.576660
	Iteration 19Q: 3 clusters Score -624242.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -624241.812500 Penalty: 4255.576660
	Iteration 20F: 3 clusters Score -624241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -624245.125000 Penalty: 4255.576660
	Iteration 21Q: 3 clusters Score -624245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -624246.437500 Penalty: 4255.576660
	Iteration 22Q: 3 clusters Score -624246.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -624250.000000 Penalty: 4255.576660
	Iteration 23Q: 3 clusters Score -624250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -624253.687500 Penalty: 4255.576660
	Iteration 24Q: 3 clusters Score -624253.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -624254.562500 Penalty: 4255.576660
	Iteration 25Q: 3 clusters Score -624254.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -624255.562500 Penalty: 4255.576660
	Iteration 26Q: 3 clusters Score -624255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -624257.500000 Penalty: 4255.576660
	Iteration 27Q: 3 clusters Score -624257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -624258.125000 Penalty: 4255.576660
	Iteration 28Q: 3 clusters Score -624258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -624258.062500 Penalty: 4255.576660
	Iteration 29Q: 3 clusters Score -624258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -624258.062500 Penalty: 4255.576660
	Iteration 30F: 3 clusters Score -624258.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -384807.093750 Penalty: 2008.915283
	Iteration 0F: 2 clusters Score -384807.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -381368.093750 Penalty: 4017.830566
	Iteration 0F: 3 clusters Score -381368.1 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -382062.187500 Penalty: 4017.830566
	Iteration 1F: 3 clusters Score -382062.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -382236.406250 Penalty: 4017.830566
	Iteration 2F: 3 clusters Score -382236.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -382361.031250 Penalty: 4017.830566
	Iteration 3F: 3 clusters Score -382361 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -382460.250000 Penalty: 4017.830566
	Iteration 4Q: 3 clusters Score -382460.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -382544.968750 Penalty: 4017.830566
	Iteration 5Q: 3 clusters Score -382545 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -382616.062500 Penalty: 4017.830566
	Iteration 6Q: 3 clusters Score -382616.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -382692.562500 Penalty: 4017.830566
	Iteration 7Q: 3 clusters Score -382692.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -382767.937500 Penalty: 4017.830566
	Iteration 8Q: 3 clusters Score -382767.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -382833.656250 Penalty: 4017.830566
	Iteration 9Q: 3 clusters Score -382833.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -382884.968750 Penalty: 4017.830566
	Iteration 10Q: 3 clusters Score -382885 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -382939.218750 Penalty: 4017.830566
	Iteration 11Q: 3 clusters Score -382939.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -382992.843750 Penalty: 4017.830566
	Iteration 12Q: 3 clusters Score -382992.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -383057.812500 Penalty: 4017.830566
	Iteration 13Q: 3 clusters Score -383057.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -383128.500000 Penalty: 4017.830566
	Iteration 14Q: 3 clusters Score -383128.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -383185.656250 Penalty: 4017.830566
	Iteration 15Q: 3 clusters Score -383185.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -383236.218750 Penalty: 4017.830566
	Iteration 16Q: 3 clusters Score -383236.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -383284.593750 Penalty: 4017.830566
	Iteration 17Q: 3 clusters Score -383284.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -383327.031250 Penalty: 4017.830566
	Iteration 18Q: 3 clusters Score -383327 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -383358.718750 Penalty: 4017.830566
	Iteration 19Q: 3 clusters Score -383358.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -383387.468750 Penalty: 4017.830566
	Iteration 20F: 3 clusters Score -383387.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -383414.562500 Penalty: 4017.830566
	Iteration 21Q: 3 clusters Score -383414.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -383440.031250 Penalty: 4017.830566
	Iteration 22Q: 3 clusters Score -383440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -383456.750000 Penalty: 4017.830566
	Iteration 23Q: 3 clusters Score -383456.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -383476.750000 Penalty: 4017.830566
	Iteration 24Q: 3 clusters Score -383476.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -383489.500000 Penalty: 4017.830566
	Iteration 25Q: 3 clusters Score -383489.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -383500.500000 Penalty: 4017.830566
	Iteration 26Q: 3 clusters Score -383500.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -383510.093750 Penalty: 4017.830566
	Iteration 27Q: 3 clusters Score -383510.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -383519.875000 Penalty: 4017.830566
	Iteration 28Q: 3 clusters Score -383519.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -383525.187500 Penalty: 4017.830566
	Iteration 29Q: 3 clusters Score -383525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -383527.750000 Penalty: 4017.830566
	Iteration 30Q: 3 clusters Score -383527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -383531.375000 Penalty: 4017.830566
	Iteration 31Q: 3 clusters Score -383531.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -383532.437500 Penalty: 4017.830566
	Iteration 32Q: 3 clusters Score -383532.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -383534.500000 Penalty: 4017.830566
	Iteration 33Q: 3 clusters Score -383534.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -383535.156250 Penalty: 4017.830566
	Iteration 34Q: 3 clusters Score -383535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -383539.437500 Penalty: 4017.830566
	Iteration 35Q: 3 clusters Score -383539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -383542.218750 Penalty: 4017.830566
	Iteration 36Q: 3 clusters Score -383542.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -383545.031250 Penalty: 4017.830566
	Iteration 37Q: 3 clusters Score -383545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -383545.656250 Penalty: 4017.830566
	Iteration 38Q: 3 clusters Score -383545.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -383546.125000 Penalty: 4017.830566
	Iteration 39Q: 3 clusters Score -383546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -383547.750000 Penalty: 4017.830566
	Iteration 40F: 3 clusters Score -383547.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -383549.000000 Penalty: 4017.830566
	Iteration 41Q: 3 clusters Score -383549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -383550.281250 Penalty: 4017.830566
	Iteration 42Q: 3 clusters Score -383550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -383551.000000 Penalty: 4017.830566
	Iteration 43Q: 3 clusters Score -383551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -383551.000000 Penalty: 4017.830566
	Iteration 44F: 3 clusters Score -383551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (235271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235271 members 
Entering Unmasked Estep 
Score: -28784610.000000 Penalty: 3067.386230
	Iteration 0F: 2 clusters Score -2.878461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117684 members 
Mstep: Class 2 contains 117587 members 
Entering Unmasked Estep 
Score: -28639064.000000 Penalty: 6134.772461
	Iteration 0F: 3 clusters Score -2.863906e+07 nChanged 113331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118067 members 
Mstep: Class 2 contains 117204 members 
Entering Unmasked Estep 
Score: -28705614.000000 Penalty: 6134.772461
	Iteration 1F: 3 clusters Score -2.870561e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118814 members 
Mstep: Class 2 contains 116457 members 
Entering Unmasked Estep 
Score: -28707092.000000 Penalty: 6134.772461
	Iteration 2Q: 3 clusters Score -2.870709e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120097 members 
Mstep: Class 2 contains 115174 members 
Entering Unmasked Estep 
Score: -28708930.000000 Penalty: 6134.772461
	Iteration 3Q: 3 clusters Score -2.870893e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122326 members 
Mstep: Class 2 contains 112945 members 
Entering Unmasked Estep 
Score: -28711738.000000 Penalty: 6134.772461
	Iteration 4Q: 3 clusters Score -2.871174e+07 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126062 members 
Mstep: Class 2 contains 109209 members 
Entering Unmasked Estep 
Score: -28716594.000000 Penalty: 6134.772461
	Iteration 5Q: 3 clusters Score -2.871659e+07 nChanged 13110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131544 members 
Mstep: Class 2 contains 103727 members 
Entering Unmasked Estep 
Score: -28724140.000000 Penalty: 6134.772461
	Iteration 6F: 3 clusters Score -2.872414e+07 nChanged 15624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138594 members 
Mstep: Class 2 contains 96677 members 
Entering Unmasked Estep 
Score: -28733650.000000 Penalty: 6134.772461
	Iteration 7F: 3 clusters Score -2.873365e+07 nChanged 16640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146188 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -28743984.000000 Penalty: 6134.772461
	Iteration 8F: 3 clusters Score -2.874398e+07 nChanged 15111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152827 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -28751998.000000 Penalty: 6134.772461
	Iteration 9F: 3 clusters Score -2.8752e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157822 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -28756962.000000 Penalty: 6134.772461
	Iteration 10F: 3 clusters Score -2.875696e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161556 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -28759894.000000 Penalty: 6134.772461
	Iteration 11Q: 3 clusters Score -2.875989e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164694 members 
Mstep: Class 2 contains 70577 members 
Entering Unmasked Estep 
Score: -28762378.000000 Penalty: 6134.772461
	Iteration 12Q: 3 clusters Score -2.876238e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167553 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -28764192.000000 Penalty: 6134.772461
	Iteration 13Q: 3 clusters Score -2.876419e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170273 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -28765728.000000 Penalty: 6134.772461
	Iteration 14Q: 3 clusters Score -2.876573e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173022 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -28766896.000000 Penalty: 6134.772461
	Iteration 15Q: 3 clusters Score -2.87669e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175692 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -28768256.000000 Penalty: 6134.772461
	Iteration 16Q: 3 clusters Score -2.876826e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178522 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -28769474.000000 Penalty: 6134.772461
	Iteration 17Q: 3 clusters Score -2.876947e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181541 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -28770800.000000 Penalty: 6134.772461
	Iteration 18Q: 3 clusters Score -2.87708e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184797 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -28771978.000000 Penalty: 6134.772461
	Iteration 19Q: 3 clusters Score -2.877198e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188126 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -28773266.000000 Penalty: 6134.772461
	Iteration 20F: 3 clusters Score -2.877327e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191417 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -28774714.000000 Penalty: 6134.772461
	Iteration 21Q: 3 clusters Score -2.877471e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194725 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -28775606.000000 Penalty: 6134.772461
	Iteration 22Q: 3 clusters Score -2.877561e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198008 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -28776648.000000 Penalty: 6134.772461
	Iteration 23Q: 3 clusters Score -2.877665e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201181 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -28777682.000000 Penalty: 6134.772461
	Iteration 24Q: 3 clusters Score -2.877768e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204060 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -28778218.000000 Penalty: 6134.772461
	Iteration 25Q: 3 clusters Score -2.877822e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206619 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -28778956.000000 Penalty: 6134.772461
	Iteration 26Q: 3 clusters Score -2.877896e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208966 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -28779344.000000 Penalty: 6134.772461
	Iteration 27Q: 3 clusters Score -2.877934e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211036 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -28779528.000000 Penalty: 6134.772461
	Iteration 28Q: 3 clusters Score -2.877953e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212894 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -28780004.000000 Penalty: 6134.772461
	Iteration 29Q: 3 clusters Score -2.878e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214602 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -28780220.000000 Penalty: 6134.772461
	Iteration 30Q: 3 clusters Score -2.878022e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216107 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -28780458.000000 Penalty: 6134.772461
	Iteration 31Q: 3 clusters Score -2.878046e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217468 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -28780600.000000 Penalty: 6134.772461
	Iteration 32Q: 3 clusters Score -2.87806e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218697 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -28780780.000000 Penalty: 6134.772461
	Iteration 33Q: 3 clusters Score -2.878078e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219825 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -28780926.000000 Penalty: 6134.772461
	Iteration 34Q: 3 clusters Score -2.878093e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220873 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -28781086.000000 Penalty: 6134.772461
	Iteration 35Q: 3 clusters Score -2.878109e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221879 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -28781172.000000 Penalty: 6134.772461
	Iteration 36Q: 3 clusters Score -2.878117e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222752 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -28781186.000000 Penalty: 6134.772461
	Iteration 37Q: 3 clusters Score -2.878119e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223559 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -28781294.000000 Penalty: 6134.772461
	Iteration 38Q: 3 clusters Score -2.878129e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224297 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -28781422.000000 Penalty: 6134.772461
	Iteration 39Q: 3 clusters Score -2.878142e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224959 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -28781546.000000 Penalty: 6134.772461
	Iteration 40F: 3 clusters Score -2.878155e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225552 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -28781616.000000 Penalty: 6134.772461
	Iteration 41Q: 3 clusters Score -2.878162e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226086 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -28781668.000000 Penalty: 6134.772461
	Iteration 42Q: 3 clusters Score -2.878167e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226548 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -28781732.000000 Penalty: 6134.772461
	Iteration 43Q: 3 clusters Score -2.878173e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226983 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -28781846.000000 Penalty: 6134.772461
	Iteration 44Q: 3 clusters Score -2.878185e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227376 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -28781946.000000 Penalty: 6134.772461
	Iteration 45Q: 3 clusters Score -2.878195e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227732 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -28782008.000000 Penalty: 6134.772461
	Iteration 46Q: 3 clusters Score -2.878201e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228058 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -28782068.000000 Penalty: 6134.772461
	Iteration 47Q: 3 clusters Score -2.878207e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228349 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -28782126.000000 Penalty: 6134.772461
	Iteration 48Q: 3 clusters Score -2.878213e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228621 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -28782216.000000 Penalty: 6134.772461
	Iteration 49Q: 3 clusters Score -2.878222e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228874 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -28782238.000000 Penalty: 6134.772461
	Iteration 50Q: 3 clusters Score -2.878224e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229092 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -28782212.000000 Penalty: 6134.772461
	Iteration 51Q: 3 clusters Score -2.878221e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229296 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -28782254.000000 Penalty: 6134.772461
	Iteration 52Q: 3 clusters Score -2.878225e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229474 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -28782280.000000 Penalty: 6134.772461
	Iteration 53Q: 3 clusters Score -2.878228e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229640 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -28782302.000000 Penalty: 6134.772461
	Iteration 54Q: 3 clusters Score -2.87823e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229820 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -28782290.000000 Penalty: 6134.772461
	Iteration 55Q: 3 clusters Score -2.878229e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230003 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -28782328.000000 Penalty: 6134.772461
	Iteration 56Q: 3 clusters Score -2.878233e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230172 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -28782334.000000 Penalty: 6134.772461
	Iteration 57Q: 3 clusters Score -2.878233e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230326 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -28782322.000000 Penalty: 6134.772461
	Iteration 58Q: 3 clusters Score -2.878232e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230455 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -28782380.000000 Penalty: 6134.772461
	Iteration 59Q: 3 clusters Score -2.878238e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230568 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -28782380.000000 Penalty: 6134.772461
	Iteration 60F: 3 clusters Score -2.878238e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230662 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -28782402.000000 Penalty: 6134.772461
	Iteration 61Q: 3 clusters Score -2.87824e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230749 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -28782426.000000 Penalty: 6134.772461
	Iteration 62Q: 3 clusters Score -2.878243e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230818 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -28782456.000000 Penalty: 6134.772461
	Iteration 63Q: 3 clusters Score -2.878246e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230869 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -28782394.000000 Penalty: 6134.772461
	Iteration 64Q: 3 clusters Score -2.878239e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230919 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -28782388.000000 Penalty: 6134.772461
	Iteration 65Q: 3 clusters Score -2.878239e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230963 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -28782388.000000 Penalty: 6134.772461
	Iteration 66Q: 3 clusters Score -2.878239e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231013 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -28782404.000000 Penalty: 6134.772461
	Iteration 67Q: 3 clusters Score -2.87824e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231048 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -28782388.000000 Penalty: 6134.772461
	Iteration 68Q: 3 clusters Score -2.878239e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231075 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -28782400.000000 Penalty: 6134.772461
	Iteration 69Q: 3 clusters Score -2.87824e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231098 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -28782398.000000 Penalty: 6134.772461
	Iteration 70Q: 3 clusters Score -2.87824e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231127 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -28782408.000000 Penalty: 6134.772461
	Iteration 71Q: 3 clusters Score -2.878241e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231156 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -28782430.000000 Penalty: 6134.772461
	Iteration 72Q: 3 clusters Score -2.878243e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231176 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -28782476.000000 Penalty: 6134.772461
	Iteration 73Q: 3 clusters Score -2.878248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231203 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -28782458.000000 Penalty: 6134.772461
	Iteration 74Q: 3 clusters Score -2.878246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231231 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -28782446.000000 Penalty: 6134.772461
	Iteration 75Q: 3 clusters Score -2.878245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231260 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -28782446.000000 Penalty: 6134.772461
	Iteration 76Q: 3 clusters Score -2.878245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231289 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -28782488.000000 Penalty: 6134.772461
	Iteration 77Q: 3 clusters Score -2.878249e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231324 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -28782484.000000 Penalty: 6134.772461
	Iteration 78Q: 3 clusters Score -2.878248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231350 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -28782478.000000 Penalty: 6134.772461
	Iteration 79Q: 3 clusters Score -2.878248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231366 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -28782490.000000 Penalty: 6134.772461
	Iteration 80F: 3 clusters Score -2.878249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231381 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -28782480.000000 Penalty: 6134.772461
	Iteration 81Q: 3 clusters Score -2.878248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231393 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -28782488.000000 Penalty: 6134.772461
	Iteration 82Q: 3 clusters Score -2.878249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231397 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -28782486.000000 Penalty: 6134.772461
	Iteration 83Q: 3 clusters Score -2.878249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231401 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -28782464.000000 Penalty: 6134.772461
	Iteration 84Q: 3 clusters Score -2.878246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231409 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -28782492.000000 Penalty: 6134.772461
	Iteration 85Q: 3 clusters Score -2.878249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231412 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -28782482.000000 Penalty: 6134.772461
	Iteration 86Q: 3 clusters Score -2.878248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231416 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -28782462.000000 Penalty: 6134.772461
	Iteration 87Q: 3 clusters Score -2.878246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231420 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -28782470.000000 Penalty: 6134.772461
	Iteration 88Q: 3 clusters Score -2.878247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231423 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -28782474.000000 Penalty: 6134.772461
	Iteration 89Q: 3 clusters Score -2.878247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231426 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -28782474.000000 Penalty: 6134.772461
	Iteration 90Q: 3 clusters Score -2.878247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231431 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -28782488.000000 Penalty: 6134.772461
	Iteration 91Q: 3 clusters Score -2.878249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231435 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -28782486.000000 Penalty: 6134.772461
	Iteration 92Q: 3 clusters Score -2.878249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231435 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -28782480.000000 Penalty: 6134.772461
	Iteration 93Q: 3 clusters Score -2.878248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231437 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -28782484.000000 Penalty: 6134.772461
	Iteration 94Q: 3 clusters Score -2.878248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231437 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -28782484.000000 Penalty: 6134.772461
	Iteration 95F: 3 clusters Score -2.878248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Entering Unmasked Estep 
Score: -945421.000000 Penalty: 2230.523926
	Iteration 0F: 2 clusters Score -945421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -939051.625000 Penalty: 4461.047852
	Iteration 0F: 3 clusters Score -939051.6 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -940825.562500 Penalty: 4461.047852
	Iteration 1F: 3 clusters Score -940825.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -941161.750000 Penalty: 4461.047852
	Iteration 2F: 3 clusters Score -941161.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -941408.000000 Penalty: 4461.047852
	Iteration 3F: 3 clusters Score -941408 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -941645.250000 Penalty: 4461.047852
	Iteration 4Q: 3 clusters Score -941645.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -941877.437500 Penalty: 4461.047852
	Iteration 5Q: 3 clusters Score -941877.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -942044.687500 Penalty: 4461.047852
	Iteration 6Q: 3 clusters Score -942044.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -942198.437500 Penalty: 4461.047852
	Iteration 7Q: 3 clusters Score -942198.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -942328.312500 Penalty: 4461.047852
	Iteration 8Q: 3 clusters Score -942328.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -942459.187500 Penalty: 4461.047852
	Iteration 9Q: 3 clusters Score -942459.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -942577.375000 Penalty: 4461.047852
	Iteration 10Q: 3 clusters Score -942577.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -942701.375000 Penalty: 4461.047852
	Iteration 11Q: 3 clusters Score -942701.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -942817.000000 Penalty: 4461.047852
	Iteration 12Q: 3 clusters Score -942817 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -942909.312500 Penalty: 4461.047852
	Iteration 13Q: 3 clusters Score -942909.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -942971.062500 Penalty: 4461.047852
	Iteration 14Q: 3 clusters Score -942971.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -943020.750000 Penalty: 4461.047852
	Iteration 15Q: 3 clusters Score -943020.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -943054.000000 Penalty: 4461.047852
	Iteration 16Q: 3 clusters Score -943054 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -943076.500000 Penalty: 4461.047852
	Iteration 17Q: 3 clusters Score -943076.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -943090.000000 Penalty: 4461.047852
	Iteration 18Q: 3 clusters Score -943090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -943105.562500 Penalty: 4461.047852
	Iteration 19Q: 3 clusters Score -943105.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -943114.437500 Penalty: 4461.047852
	Iteration 20F: 3 clusters Score -943114.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -943122.062500 Penalty: 4461.047852
	Iteration 21Q: 3 clusters Score -943122.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -943128.187500 Penalty: 4461.047852
	Iteration 22Q: 3 clusters Score -943128.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -943137.312500 Penalty: 4461.047852
	Iteration 23Q: 3 clusters Score -943137.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -943143.687500 Penalty: 4461.047852
	Iteration 24Q: 3 clusters Score -943143.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -943150.375000 Penalty: 4461.047852
	Iteration 25Q: 3 clusters Score -943150.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -943156.375000 Penalty: 4461.047852
	Iteration 26Q: 3 clusters Score -943156.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -943157.500000 Penalty: 4461.047852
	Iteration 27Q: 3 clusters Score -943157.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -943160.625000 Penalty: 4461.047852
	Iteration 28Q: 3 clusters Score -943160.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -943164.500000 Penalty: 4461.047852
	Iteration 29Q: 3 clusters Score -943164.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -943164.750000 Penalty: 4461.047852
	Iteration 30Q: 3 clusters Score -943164.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -943164.750000 Penalty: 4461.047852
	Iteration 31Q: 3 clusters Score -943164.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -943163.375000 Penalty: 4461.047852
	Iteration 32Q: 3 clusters Score -943163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -943164.000000 Penalty: 4461.047852
	Iteration 33Q: 3 clusters Score -943164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -943166.375000 Penalty: 4461.047852
	Iteration 34Q: 3 clusters Score -943166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -943166.937500 Penalty: 4461.047852
	Iteration 35Q: 3 clusters Score -943166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -943167.062500 Penalty: 4461.047852
	Iteration 36Q: 3 clusters Score -943167.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -943168.250000 Penalty: 4461.047852
	Iteration 37Q: 3 clusters Score -943168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -943168.250000 Penalty: 4461.047852
	Iteration 38F: 3 clusters Score -943168.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Entering Unmasked Estep 
Score: -710726.687500 Penalty: 2153.731689
	Iteration 0F: 2 clusters Score -710726.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -705661.500000 Penalty: 4307.463379
	Iteration 0F: 3 clusters Score -705661.5 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -706902.437500 Penalty: 4307.463379
	Iteration 1F: 3 clusters Score -706902.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -707190.250000 Penalty: 4307.463379
	Iteration 2F: 3 clusters Score -707190.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -707422.937500 Penalty: 4307.463379
	Iteration 3F: 3 clusters Score -707422.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -707613.750000 Penalty: 4307.463379
	Iteration 4Q: 3 clusters Score -707613.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -707780.500000 Penalty: 4307.463379
	Iteration 5Q: 3 clusters Score -707780.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -707931.750000 Penalty: 4307.463379
	Iteration 6Q: 3 clusters Score -707931.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -708062.937500 Penalty: 4307.463379
	Iteration 7Q: 3 clusters Score -708062.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -708180.562500 Penalty: 4307.463379
	Iteration 8Q: 3 clusters Score -708180.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -708282.375000 Penalty: 4307.463379
	Iteration 9Q: 3 clusters Score -708282.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -708379.625000 Penalty: 4307.463379
	Iteration 10Q: 3 clusters Score -708379.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -708458.562500 Penalty: 4307.463379
	Iteration 11Q: 3 clusters Score -708458.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -708530.562500 Penalty: 4307.463379
	Iteration 12Q: 3 clusters Score -708530.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -708582.750000 Penalty: 4307.463379
	Iteration 13Q: 3 clusters Score -708582.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -708624.000000 Penalty: 4307.463379
	Iteration 14Q: 3 clusters Score -708624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -708665.500000 Penalty: 4307.463379
	Iteration 15Q: 3 clusters Score -708665.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -708708.125000 Penalty: 4307.463379
	Iteration 16Q: 3 clusters Score -708708.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -708748.187500 Penalty: 4307.463379
	Iteration 17Q: 3 clusters Score -708748.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -708782.062500 Penalty: 4307.463379
	Iteration 18Q: 3 clusters Score -708782.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -708811.687500 Penalty: 4307.463379
	Iteration 19Q: 3 clusters Score -708811.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -708826.812500 Penalty: 4307.463379
	Iteration 20F: 3 clusters Score -708826.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -708841.625000 Penalty: 4307.463379
	Iteration 21Q: 3 clusters Score -708841.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -708855.687500 Penalty: 4307.463379
	Iteration 22Q: 3 clusters Score -708855.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -708872.250000 Penalty: 4307.463379
	Iteration 23Q: 3 clusters Score -708872.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -708885.875000 Penalty: 4307.463379
	Iteration 24Q: 3 clusters Score -708885.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -708904.250000 Penalty: 4307.463379
	Iteration 25Q: 3 clusters Score -708904.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -708917.562500 Penalty: 4307.463379
	Iteration 26Q: 3 clusters Score -708917.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -708928.250000 Penalty: 4307.463379
	Iteration 27Q: 3 clusters Score -708928.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -708940.312500 Penalty: 4307.463379
	Iteration 28Q: 3 clusters Score -708940.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -708945.000000 Penalty: 4307.463379
	Iteration 29Q: 3 clusters Score -708945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -708951.437500 Penalty: 4307.463379
	Iteration 30Q: 3 clusters Score -708951.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -708956.875000 Penalty: 4307.463379
	Iteration 31Q: 3 clusters Score -708956.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -708961.625000 Penalty: 4307.463379
	Iteration 32Q: 3 clusters Score -708961.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -708965.437500 Penalty: 4307.463379
	Iteration 33Q: 3 clusters Score -708965.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -708970.000000 Penalty: 4307.463379
	Iteration 34Q: 3 clusters Score -708970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -708974.187500 Penalty: 4307.463379
	Iteration 35Q: 3 clusters Score -708974.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -708974.375000 Penalty: 4307.463379
	Iteration 36Q: 3 clusters Score -708974.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -708974.875000 Penalty: 4307.463379
	Iteration 37Q: 3 clusters Score -708974.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -708977.625000 Penalty: 4307.463379
	Iteration 38Q: 3 clusters Score -708977.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -708980.500000 Penalty: 4307.463379
	Iteration 39Q: 3 clusters Score -708980.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -708983.250000 Penalty: 4307.463379
	Iteration 40F: 3 clusters Score -708983.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -708985.875000 Penalty: 4307.463379
	Iteration 41Q: 3 clusters Score -708985.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -708986.562500 Penalty: 4307.463379
	Iteration 42Q: 3 clusters Score -708986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -708987.812500 Penalty: 4307.463379
	Iteration 43Q: 3 clusters Score -708987.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -708987.312500 Penalty: 4307.463379
	Iteration 44Q: 3 clusters Score -708987.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -708986.937500 Penalty: 4307.463379
	Iteration 45Q: 3 clusters Score -708986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -708987.312500 Penalty: 4307.463379
	Iteration 46Q: 3 clusters Score -708987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -708987.312500 Penalty: 4307.463379
	Iteration 47F: 3 clusters Score -708987.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Entering Unmasked Estep 
Score: -8519975.000000 Penalty: 2786.756592
	Iteration 0F: 2 clusters Score -8519975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -8469300.000000 Penalty: 5573.513184
	Iteration 0F: 3 clusters Score -8469300 nChanged 35549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -8489711.000000 Penalty: 5573.513184
	Iteration 1F: 3 clusters Score -8489711 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -8490957.000000 Penalty: 5573.513184
	Iteration 2Q: 3 clusters Score -8490957 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -8492557.000000 Penalty: 5573.513184
	Iteration 3Q: 3 clusters Score -8492557 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -8494543.000000 Penalty: 5573.513184
	Iteration 4F: 3 clusters Score -8494543 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -8496953.000000 Penalty: 5573.513184
	Iteration 5F: 3 clusters Score -8496953 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -8499706.000000 Penalty: 5573.513184
	Iteration 6F: 3 clusters Score -8499706 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -8502238.000000 Penalty: 5573.513184
	Iteration 7F: 3 clusters Score -8502238 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -8504527.000000 Penalty: 5573.513184
	Iteration 8F: 3 clusters Score -8504527 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -8505950.000000 Penalty: 5573.513184
	Iteration 9Q: 3 clusters Score -8505950 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -8506868.000000 Penalty: 5573.513184
	Iteration 10Q: 3 clusters Score -8506868 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -8507373.000000 Penalty: 5573.513184
	Iteration 11Q: 3 clusters Score -8507373 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -8507705.000000 Penalty: 5573.513184
	Iteration 12Q: 3 clusters Score -8507705 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 52680 members 
Entering Unmasked Estep 
Score: -8507998.000000 Penalty: 5573.513184
	Iteration 13Q: 3 clusters Score -8507998 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -8508298.000000 Penalty: 5573.513184
	Iteration 14Q: 3 clusters Score -8508298 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -8508615.000000 Penalty: 5573.513184
	Iteration 15Q: 3 clusters Score -8508615 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -8508952.000000 Penalty: 5573.513184
	Iteration 16Q: 3 clusters Score -8508952 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -8509362.000000 Penalty: 5573.513184
	Iteration 17Q: 3 clusters Score -8509362 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -8509827.000000 Penalty: 5573.513184
	Iteration 18Q: 3 clusters Score -8509827 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -8510316.000000 Penalty: 5573.513184
	Iteration 19Q: 3 clusters Score -8510316 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -8510945.000000 Penalty: 5573.513184
	Iteration 20F: 3 clusters Score -8510945 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -8511700.000000 Penalty: 5573.513184
	Iteration 21Q: 3 clusters Score -8511700 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -8512515.000000 Penalty: 5573.513184
	Iteration 22Q: 3 clusters Score -8512515 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -8513370.000000 Penalty: 5573.513184
	Iteration 23Q: 3 clusters Score -8513370 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -8514334.000000 Penalty: 5573.513184
	Iteration 24Q: 3 clusters Score -8514334 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 68444 members 
Entering Unmasked Estep 
Score: -8515156.000000 Penalty: 5573.513184
	Iteration 25Q: 3 clusters Score -8515156 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -8515808.000000 Penalty: 5573.513184
	Iteration 26Q: 3 clusters Score -8515808 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 70493 members 
Entering Unmasked Estep 
Score: -8516354.000000 Penalty: 5573.513184
	Iteration 27Q: 3 clusters Score -8516354 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -8516791.000000 Penalty: 5573.513184
	Iteration 28Q: 3 clusters Score -8516791 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 71859 members 
Entering Unmasked Estep 
Score: -8517106.000000 Penalty: 5573.513184
	Iteration 29Q: 3 clusters Score -8517106 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -8517367.000000 Penalty: 5573.513184
	Iteration 30Q: 3 clusters Score -8517367 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 72732 members 
Entering Unmasked Estep 
Score: -8517605.000000 Penalty: 5573.513184
	Iteration 31Q: 3 clusters Score -8517605 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -8517757.000000 Penalty: 5573.513184
	Iteration 32Q: 3 clusters Score -8517757 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -8517906.000000 Penalty: 5573.513184
	Iteration 33Q: 3 clusters Score -8517906 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -8518003.000000 Penalty: 5573.513184
	Iteration 34Q: 3 clusters Score -8518003 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -8518083.000000 Penalty: 5573.513184
	Iteration 35Q: 3 clusters Score -8518083 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 73693 members 
Entering Unmasked Estep 
Score: -8518154.000000 Penalty: 5573.513184
	Iteration 36Q: 3 clusters Score -8518154 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 73806 members 
Entering Unmasked Estep 
Score: -8518202.000000 Penalty: 5573.513184
	Iteration 37Q: 3 clusters Score -8518202 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -8518254.000000 Penalty: 5573.513184
	Iteration 38Q: 3 clusters Score -8518254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -8518283.000000 Penalty: 5573.513184
	Iteration 39Q: 3 clusters Score -8518283 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -8518309.000000 Penalty: 5573.513184
	Iteration 40F: 3 clusters Score -8518309 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -8518324.000000 Penalty: 5573.513184
	Iteration 41Q: 3 clusters Score -8518324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 74092 members 
Entering Unmasked Estep 
Score: -8518331.000000 Penalty: 5573.513184
	Iteration 42Q: 3 clusters Score -8518331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 74118 members 
Entering Unmasked Estep 
Score: -8518346.000000 Penalty: 5573.513184
	Iteration 43Q: 3 clusters Score -8518346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 74147 members 
Entering Unmasked Estep 
Score: -8518341.000000 Penalty: 5573.513184
	Iteration 44Q: 3 clusters Score -8518341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -8518353.000000 Penalty: 5573.513184
	Iteration 45Q: 3 clusters Score -8518353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 74184 members 
Entering Unmasked Estep 
Score: -8518376.000000 Penalty: 5573.513184
	Iteration 46Q: 3 clusters Score -8518376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
Score: -8518386.000000 Penalty: 5573.513184
	Iteration 47Q: 3 clusters Score -8518386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 74210 members 
Entering Unmasked Estep 
Score: -8518393.000000 Penalty: 5573.513184
	Iteration 48Q: 3 clusters Score -8518393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
Score: -8518411.000000 Penalty: 5573.513184
	Iteration 49Q: 3 clusters Score -8518411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 74243 members 
Entering Unmasked Estep 
Score: -8518407.000000 Penalty: 5573.513184
	Iteration 50Q: 3 clusters Score -8518407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 74246 members 
Entering Unmasked Estep 
Score: -8518407.000000 Penalty: 5573.513184
	Iteration 51Q: 3 clusters Score -8518407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -8518413.000000 Penalty: 5573.513184
	Iteration 52Q: 3 clusters Score -8518413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -8518415.000000 Penalty: 5573.513184
	Iteration 53Q: 3 clusters Score -8518415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -8518416.000000 Penalty: 5573.513184
	Iteration 54Q: 3 clusters Score -8518416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -8518427.000000 Penalty: 5573.513184
	Iteration 55Q: 3 clusters Score -8518427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 74274 members 
Entering Unmasked Estep 
Score: -8518422.000000 Penalty: 5573.513184
	Iteration 56Q: 3 clusters Score -8518422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -8518424.000000 Penalty: 5573.513184
	Iteration 57Q: 3 clusters Score -8518424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
Score: -8518417.000000 Penalty: 5573.513184
	Iteration 58Q: 3 clusters Score -8518417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -8518428.000000 Penalty: 5573.513184
	Iteration 59Q: 3 clusters Score -8518428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 74297 members 
Entering Unmasked Estep 
Score: -8518430.000000 Penalty: 5573.513184
	Iteration 60F: 3 clusters Score -8518430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -8518434.000000 Penalty: 5573.513184
	Iteration 61Q: 3 clusters Score -8518434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 74311 members 
Entering Unmasked Estep 
Score: -8518430.000000 Penalty: 5573.513184
	Iteration 62Q: 3 clusters Score -8518430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -8518438.000000 Penalty: 5573.513184
	Iteration 63Q: 3 clusters Score -8518438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
Score: -8518451.000000 Penalty: 5573.513184
	Iteration 64Q: 3 clusters Score -8518451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 74331 members 
Entering Unmasked Estep 
Score: -8518450.000000 Penalty: 5573.513184
	Iteration 65Q: 3 clusters Score -8518450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 74338 members 
Entering Unmasked Estep 
Score: -8518448.000000 Penalty: 5573.513184
	Iteration 66Q: 3 clusters Score -8518448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -8518452.000000 Penalty: 5573.513184
	Iteration 67Q: 3 clusters Score -8518452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
Score: -8518450.000000 Penalty: 5573.513184
	Iteration 68Q: 3 clusters Score -8518450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -8518451.000000 Penalty: 5573.513184
	Iteration 69Q: 3 clusters Score -8518451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 74365 members 
Entering Unmasked Estep 
Score: -8518452.000000 Penalty: 5573.513184
	Iteration 70Q: 3 clusters Score -8518452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -8518450.000000 Penalty: 5573.513184
	Iteration 71Q: 3 clusters Score -8518450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -8518448.000000 Penalty: 5573.513184
	Iteration 72Q: 3 clusters Score -8518448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -8518455.000000 Penalty: 5573.513184
	Iteration 73Q: 3 clusters Score -8518455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -8518455.000000 Penalty: 5573.513184
	Iteration 74F: 3 clusters Score -8518455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Entering Unmasked Estep 
Score: -1046281.812500 Penalty: 2247.624023
	Iteration 0F: 2 clusters Score -1046282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1039398.187500 Penalty: 4495.248047
	Iteration 0F: 3 clusters Score -1039398 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1041346.312500 Penalty: 4495.248047
	Iteration 1F: 3 clusters Score -1041346 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1041711.187500 Penalty: 4495.248047
	Iteration 2F: 3 clusters Score -1041711 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1041987.750000 Penalty: 4495.248047
	Iteration 3F: 3 clusters Score -1041988 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1042200.500000 Penalty: 4495.248047
	Iteration 4Q: 3 clusters Score -1042200 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1042415.562500 Penalty: 4495.248047
	Iteration 5Q: 3 clusters Score -1042416 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1042607.062500 Penalty: 4495.248047
	Iteration 6Q: 3 clusters Score -1042607 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1042772.312500 Penalty: 4495.248047
	Iteration 7Q: 3 clusters Score -1042772 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1042916.937500 Penalty: 4495.248047
	Iteration 8Q: 3 clusters Score -1042917 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1043053.312500 Penalty: 4495.248047
	Iteration 9Q: 3 clusters Score -1043053 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1043179.875000 Penalty: 4495.248047
	Iteration 10Q: 3 clusters Score -1043180 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1043276.562500 Penalty: 4495.248047
	Iteration 11Q: 3 clusters Score -1043277 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1043352.000000 Penalty: 4495.248047
	Iteration 12Q: 3 clusters Score -1043352 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1043417.125000 Penalty: 4495.248047
	Iteration 13Q: 3 clusters Score -1043417 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1043460.937500 Penalty: 4495.248047
	Iteration 14Q: 3 clusters Score -1043461 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1043505.000000 Penalty: 4495.248047
	Iteration 15Q: 3 clusters Score -1043505 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1043550.062500 Penalty: 4495.248047
	Iteration 16Q: 3 clusters Score -1043550 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1043588.937500 Penalty: 4495.248047
	Iteration 17Q: 3 clusters Score -1043589 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1043627.250000 Penalty: 4495.248047
	Iteration 18Q: 3 clusters Score -1043627 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1043664.000000 Penalty: 4495.248047
	Iteration 19Q: 3 clusters Score -1043664 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1043705.875000 Penalty: 4495.248047
	Iteration 20F: 3 clusters Score -1043706 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1043753.437500 Penalty: 4495.248047
	Iteration 21Q: 3 clusters Score -1043753 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1043802.875000 Penalty: 4495.248047
	Iteration 22Q: 3 clusters Score -1043803 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1043858.187500 Penalty: 4495.248047
	Iteration 23Q: 3 clusters Score -1043858 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1043898.562500 Penalty: 4495.248047
	Iteration 24Q: 3 clusters Score -1043899 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1043937.312500 Penalty: 4495.248047
	Iteration 25Q: 3 clusters Score -1043937 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1043975.562500 Penalty: 4495.248047
	Iteration 26Q: 3 clusters Score -1043976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1044005.937500 Penalty: 4495.248047
	Iteration 27Q: 3 clusters Score -1044006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1044043.625000 Penalty: 4495.248047
	Iteration 28Q: 3 clusters Score -1044044 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1044085.562500 Penalty: 4495.248047
	Iteration 29Q: 3 clusters Score -1044086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1044111.125000 Penalty: 4495.248047
	Iteration 30Q: 3 clusters Score -1044111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1044126.125000 Penalty: 4495.248047
	Iteration 31Q: 3 clusters Score -1044126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1044140.750000 Penalty: 4495.248047
	Iteration 32Q: 3 clusters Score -1044141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1044154.625000 Penalty: 4495.248047
	Iteration 33Q: 3 clusters Score -1044155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1044171.187500 Penalty: 4495.248047
	Iteration 34Q: 3 clusters Score -1044171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1044186.812500 Penalty: 4495.248047
	Iteration 35Q: 3 clusters Score -1044187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1044193.187500 Penalty: 4495.248047
	Iteration 36Q: 3 clusters Score -1044193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1044201.687500 Penalty: 4495.248047
	Iteration 37Q: 3 clusters Score -1044202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1044211.812500 Penalty: 4495.248047
	Iteration 38Q: 3 clusters Score -1044212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1044226.312500 Penalty: 4495.248047
	Iteration 39Q: 3 clusters Score -1044226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1044237.312500 Penalty: 4495.248047
	Iteration 40F: 3 clusters Score -1044237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1044244.062500 Penalty: 4495.248047
	Iteration 41Q: 3 clusters Score -1044244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1044259.875000 Penalty: 4495.248047
	Iteration 42Q: 3 clusters Score -1044260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1044272.437500 Penalty: 4495.248047
	Iteration 43Q: 3 clusters Score -1044272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1044281.687500 Penalty: 4495.248047
	Iteration 44Q: 3 clusters Score -1044282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1044290.375000 Penalty: 4495.248047
	Iteration 45Q: 3 clusters Score -1044290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1044296.750000 Penalty: 4495.248047
	Iteration 46Q: 3 clusters Score -1044297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1044299.187500 Penalty: 4495.248047
	Iteration 47Q: 3 clusters Score -1044299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1044302.750000 Penalty: 4495.248047
	Iteration 48Q: 3 clusters Score -1044303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1044304.500000 Penalty: 4495.248047
	Iteration 49Q: 3 clusters Score -1044304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1044307.687500 Penalty: 4495.248047
	Iteration 50Q: 3 clusters Score -1044308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1044313.875000 Penalty: 4495.248047
	Iteration 51Q: 3 clusters Score -1044314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1044317.000000 Penalty: 4495.248047
	Iteration 52Q: 3 clusters Score -1044317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1044319.750000 Penalty: 4495.248047
	Iteration 53Q: 3 clusters Score -1044320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1044325.500000 Penalty: 4495.248047
	Iteration 54Q: 3 clusters Score -1044326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1044328.437500 Penalty: 4495.248047
	Iteration 55Q: 3 clusters Score -1044328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1044330.125000 Penalty: 4495.248047
	Iteration 56Q: 3 clusters Score -1044330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1044333.062500 Penalty: 4495.248047
	Iteration 57Q: 3 clusters Score -1044333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1044337.437500 Penalty: 4495.248047
	Iteration 58Q: 3 clusters Score -1044337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1044339.312500 Penalty: 4495.248047
	Iteration 59Q: 3 clusters Score -1044339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1044340.625000 Penalty: 4495.248047
	Iteration 60F: 3 clusters Score -1044341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1044343.562500 Penalty: 4495.248047
	Iteration 61Q: 3 clusters Score -1044344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1044343.562500 Penalty: 4495.248047
	Iteration 62F: 3 clusters Score -1044344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Entering Unmasked Estep 
Score: -742271.312500 Penalty: 2165.411377
	Iteration 0F: 2 clusters Score -742271.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -737036.750000 Penalty: 4330.822754
	Iteration 0F: 3 clusters Score -737036.8 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -738422.687500 Penalty: 4330.822754
	Iteration 1F: 3 clusters Score -738422.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -738744.625000 Penalty: 4330.822754
	Iteration 2F: 3 clusters Score -738744.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -739012.812500 Penalty: 4330.822754
	Iteration 3F: 3 clusters Score -739012.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -739241.687500 Penalty: 4330.822754
	Iteration 4F: 3 clusters Score -739241.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -739420.687500 Penalty: 4330.822754
	Iteration 5Q: 3 clusters Score -739420.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -739583.500000 Penalty: 4330.822754
	Iteration 6Q: 3 clusters Score -739583.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -739745.625000 Penalty: 4330.822754
	Iteration 7Q: 3 clusters Score -739745.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -739919.312500 Penalty: 4330.822754
	Iteration 8Q: 3 clusters Score -739919.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -740065.687500 Penalty: 4330.822754
	Iteration 9Q: 3 clusters Score -740065.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -740182.937500 Penalty: 4330.822754
	Iteration 10Q: 3 clusters Score -740182.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -740283.250000 Penalty: 4330.822754
	Iteration 11Q: 3 clusters Score -740283.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -740358.812500 Penalty: 4330.822754
	Iteration 12Q: 3 clusters Score -740358.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -740419.687500 Penalty: 4330.822754
	Iteration 13Q: 3 clusters Score -740419.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -740456.187500 Penalty: 4330.822754
	Iteration 14Q: 3 clusters Score -740456.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -740484.000000 Penalty: 4330.822754
	Iteration 15Q: 3 clusters Score -740484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -740501.125000 Penalty: 4330.822754
	Iteration 16Q: 3 clusters Score -740501.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -740520.625000 Penalty: 4330.822754
	Iteration 17Q: 3 clusters Score -740520.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -740546.250000 Penalty: 4330.822754
	Iteration 18Q: 3 clusters Score -740546.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -740567.062500 Penalty: 4330.822754
	Iteration 19Q: 3 clusters Score -740567.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -740583.312500 Penalty: 4330.822754
	Iteration 20F: 3 clusters Score -740583.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -740596.250000 Penalty: 4330.822754
	Iteration 21Q: 3 clusters Score -740596.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -740602.562500 Penalty: 4330.822754
	Iteration 22Q: 3 clusters Score -740602.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -740605.625000 Penalty: 4330.822754
	Iteration 23Q: 3 clusters Score -740605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -740608.812500 Penalty: 4330.822754
	Iteration 24Q: 3 clusters Score -740608.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -740611.500000 Penalty: 4330.822754
	Iteration 25Q: 3 clusters Score -740611.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -740617.250000 Penalty: 4330.822754
	Iteration 26Q: 3 clusters Score -740617.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -740627.875000 Penalty: 4330.822754
	Iteration 27Q: 3 clusters Score -740627.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -740630.875000 Penalty: 4330.822754
	Iteration 28Q: 3 clusters Score -740630.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -740638.875000 Penalty: 4330.822754
	Iteration 29Q: 3 clusters Score -740638.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -740651.312500 Penalty: 4330.822754
	Iteration 30Q: 3 clusters Score -740651.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -740661.125000 Penalty: 4330.822754
	Iteration 31Q: 3 clusters Score -740661.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -740669.187500 Penalty: 4330.822754
	Iteration 32Q: 3 clusters Score -740669.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -740674.562500 Penalty: 4330.822754
	Iteration 33Q: 3 clusters Score -740674.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -740679.375000 Penalty: 4330.822754
	Iteration 34Q: 3 clusters Score -740679.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -740683.687500 Penalty: 4330.822754
	Iteration 35Q: 3 clusters Score -740683.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -740685.250000 Penalty: 4330.822754
	Iteration 36Q: 3 clusters Score -740685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -740686.875000 Penalty: 4330.822754
	Iteration 37Q: 3 clusters Score -740686.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -740686.187500 Penalty: 4330.822754
	Iteration 38Q: 3 clusters Score -740686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -740686.937500 Penalty: 4330.822754
	Iteration 39Q: 3 clusters Score -740686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -740688.750000 Penalty: 4330.822754
	Iteration 40F: 3 clusters Score -740688.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -740690.187500 Penalty: 4330.822754
	Iteration 41Q: 3 clusters Score -740690.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -740690.187500 Penalty: 4330.822754
	Iteration 42F: 3 clusters Score -740690.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (136290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136290 members 
Entering Unmasked Estep 
Score: -16542577.000000 Penalty: 2931.989990
	Iteration 0F: 2 clusters Score -1.654258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67870 members 
Mstep: Class 2 contains 68420 members 
Entering Unmasked Estep 
Score: -16451916.000000 Penalty: 5863.979980
	Iteration 0F: 3 clusters Score -1.645192e+07 nChanged 64909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 70685 members 
Entering Unmasked Estep 
Score: -16489560.000000 Penalty: 5863.979980
	Iteration 1F: 3 clusters Score -1.648956e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -16490758.000000 Penalty: 5863.979980
	Iteration 2Q: 3 clusters Score -1.649076e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -16492327.000000 Penalty: 5863.979980
	Iteration 3Q: 3 clusters Score -1.649233e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 77925 members 
Entering Unmasked Estep 
Score: -16494492.000000 Penalty: 5863.979980
	Iteration 4Q: 3 clusters Score -1.649449e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -16497297.000000 Penalty: 5863.979980
	Iteration 5Q: 3 clusters Score -1.64973e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -16501795.000000 Penalty: 5863.979980
	Iteration 6F: 3 clusters Score -1.65018e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 97973 members 
Entering Unmasked Estep 
Score: -16508326.000000 Penalty: 5863.979980
	Iteration 7F: 3 clusters Score -1.650833e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 107803 members 
Entering Unmasked Estep 
Score: -16516510.000000 Penalty: 5863.979980
	Iteration 8F: 3 clusters Score -1.651651e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 117453 members 
Entering Unmasked Estep 
Score: -16525144.000000 Penalty: 5863.979980
	Iteration 9F: 3 clusters Score -1.652514e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -16531924.000000 Penalty: 5863.979980
	Iteration 10F: 3 clusters Score -1.653192e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 129994 members 
Entering Unmasked Estep 
Score: -16536011.000000 Penalty: 5863.979980
	Iteration 11Q: 3 clusters Score -1.653601e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 132537 members 
Entering Unmasked Estep 
Score: -16538064.000000 Penalty: 5863.979980
	Iteration 12Q: 3 clusters Score -1.653806e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 133792 members 
Entering Unmasked Estep 
Score: -16538998.000000 Penalty: 5863.979980
	Iteration 13Q: 3 clusters Score -1.6539e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 134410 members 
Entering Unmasked Estep 
Score: -16539434.000000 Penalty: 5863.979980
	Iteration 14Q: 3 clusters Score -1.653943e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 134739 members 
Entering Unmasked Estep 
Score: -16539690.000000 Penalty: 5863.979980
	Iteration 15Q: 3 clusters Score -1.653969e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 134954 members 
Entering Unmasked Estep 
Score: -16539873.000000 Penalty: 5863.979980
	Iteration 16Q: 3 clusters Score -1.653987e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 135093 members 
Entering Unmasked Estep 
Score: -16539943.000000 Penalty: 5863.979980
	Iteration 17Q: 3 clusters Score -1.653994e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 135170 members 
Entering Unmasked Estep 
Score: -16540025.000000 Penalty: 5863.979980
	Iteration 18Q: 3 clusters Score -1.654002e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 135224 members 
Entering Unmasked Estep 
Score: -16540105.000000 Penalty: 5863.979980
	Iteration 19Q: 3 clusters Score -1.65401e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 135261 members 
Entering Unmasked Estep 
Score: -16540125.000000 Penalty: 5863.979980
	Iteration 20F: 3 clusters Score -1.654012e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 135288 members 
Entering Unmasked Estep 
Score: -16540154.000000 Penalty: 5863.979980
	Iteration 21Q: 3 clusters Score -1.654015e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 135309 members 
Entering Unmasked Estep 
Score: -16540166.000000 Penalty: 5863.979980
	Iteration 22Q: 3 clusters Score -1.654017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 135320 members 
Entering Unmasked Estep 
Score: -16540175.000000 Penalty: 5863.979980
	Iteration 23Q: 3 clusters Score -1.654018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 135334 members 
Entering Unmasked Estep 
Score: -16540186.000000 Penalty: 5863.979980
	Iteration 24Q: 3 clusters Score -1.654019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 135344 members 
Entering Unmasked Estep 
Score: -16540185.000000 Penalty: 5863.979980
	Iteration 25Q: 3 clusters Score -1.654018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 135351 members 
Entering Unmasked Estep 
Score: -16540188.000000 Penalty: 5863.979980
	Iteration 26Q: 3 clusters Score -1.654019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 135363 members 
Entering Unmasked Estep 
Score: -16540193.000000 Penalty: 5863.979980
	Iteration 27Q: 3 clusters Score -1.654019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 135364 members 
Entering Unmasked Estep 
Score: -16540205.000000 Penalty: 5863.979980
	Iteration 28Q: 3 clusters Score -1.65402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 135364 members 
Entering Unmasked Estep 
Score: -16540197.000000 Penalty: 5863.979980
	Iteration 29Q: 3 clusters Score -1.65402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 135365 members 
Entering Unmasked Estep 
Score: -16540210.000000 Penalty: 5863.979980
	Iteration 30Q: 3 clusters Score -1.654021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 135370 members 
Entering Unmasked Estep 
Score: -16540204.000000 Penalty: 5863.979980
	Iteration 31Q: 3 clusters Score -1.65402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 135373 members 
Entering Unmasked Estep 
Score: -16540210.000000 Penalty: 5863.979980
	Iteration 32Q: 3 clusters Score -1.654021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 135374 members 
Entering Unmasked Estep 
Score: -16540215.000000 Penalty: 5863.979980
	Iteration 33Q: 3 clusters Score -1.654022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 135375 members 
Entering Unmasked Estep 
Score: -16540216.000000 Penalty: 5863.979980
	Iteration 34Q: 3 clusters Score -1.654022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 135380 members 
Entering Unmasked Estep 
Score: -16540219.000000 Penalty: 5863.979980
	Iteration 35Q: 3 clusters Score -1.654022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 135382 members 
Entering Unmasked Estep 
Score: -16540223.000000 Penalty: 5863.979980
	Iteration 36Q: 3 clusters Score -1.654022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 135382 members 
Entering Unmasked Estep 
Score: -16540223.000000 Penalty: 5863.979980
	Iteration 37F: 3 clusters Score -1.654022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Entering Unmasked Estep 
Score: -1590969.750000 Penalty: 2344.298340
	Iteration 0F: 2 clusters Score -1590970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1581529.250000 Penalty: 4688.596680
	Iteration 0F: 3 clusters Score -1581529 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1584474.500000 Penalty: 4688.596680
	Iteration 1F: 3 clusters Score -1584474 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1584926.625000 Penalty: 4688.596680
	Iteration 2F: 3 clusters Score -1584927 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1585345.375000 Penalty: 4688.596680
	Iteration 3F: 3 clusters Score -1585345 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1585696.875000 Penalty: 4688.596680
	Iteration 4F: 3 clusters Score -1585697 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1586074.125000 Penalty: 4688.596680
	Iteration 5F: 3 clusters Score -1586074 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1586575.000000 Penalty: 4688.596680
	Iteration 6F: 3 clusters Score -1586575 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1587300.375000 Penalty: 4688.596680
	Iteration 7F: 3 clusters Score -1587300 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1588199.500000 Penalty: 4688.596680
	Iteration 8F: 3 clusters Score -1588200 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1589083.500000 Penalty: 4688.596680
	Iteration 9F: 3 clusters Score -1589084 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1589813.875000 Penalty: 4688.596680
	Iteration 10Q: 3 clusters Score -1589814 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1590162.875000 Penalty: 4688.596680
	Iteration 11Q: 3 clusters Score -1590163 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1590313.750000 Penalty: 4688.596680
	Iteration 12Q: 3 clusters Score -1590314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1590370.250000 Penalty: 4688.596680
	Iteration 13Q: 3 clusters Score -1590370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1590396.875000 Penalty: 4688.596680
	Iteration 14Q: 3 clusters Score -1590397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1590419.000000 Penalty: 4688.596680
	Iteration 15Q: 3 clusters Score -1590419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1590430.375000 Penalty: 4688.596680
	Iteration 16Q: 3 clusters Score -1590430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1590440.125000 Penalty: 4688.596680
	Iteration 17Q: 3 clusters Score -1590440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1590443.375000 Penalty: 4688.596680
	Iteration 18Q: 3 clusters Score -1590443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1590450.000000 Penalty: 4688.596680
	Iteration 19Q: 3 clusters Score -1590450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1590451.375000 Penalty: 4688.596680
	Iteration 20F: 3 clusters Score -1590451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1590454.750000 Penalty: 4688.596680
	Iteration 21Q: 3 clusters Score -1590455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1590451.375000 Penalty: 4688.596680
	Iteration 22Q: 3 clusters Score -1590451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1590456.000000 Penalty: 4688.596680
	Iteration 23Q: 3 clusters Score -1590456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1590456.875000 Penalty: 4688.596680
	Iteration 24Q: 3 clusters Score -1590457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1590456.625000 Penalty: 4688.596680
	Iteration 25Q: 3 clusters Score -1590457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1590457.000000 Penalty: 4688.596680
	Iteration 26Q: 3 clusters Score -1590457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1590457.000000 Penalty: 4688.596680
	Iteration 27F: 3 clusters Score -1590457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -217285.015625 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -217285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -214770.718750 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -214770.7 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -215242.796875 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -215242.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -215361.812500 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -215361.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -215433.046875 Penalty: 3730.573730
	Iteration 3Q: 3 clusters Score -215433 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -215506.796875 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -215506.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -215569.765625 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -215569.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -215616.484375 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -215616.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -215643.031250 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -215643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -215671.890625 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -215671.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -215689.578125 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -215689.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -215718.484375 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -215718.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -215743.671875 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -215743.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -215762.546875 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -215762.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -215779.437500 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -215779.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -215791.421875 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -215791.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -215799.250000 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -215799.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -215806.703125 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -215806.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -215810.781250 Penalty: 3730.573730
	Iteration 17Q: 3 clusters Score -215810.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -215816.609375 Penalty: 3730.573730
	Iteration 18Q: 3 clusters Score -215816.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -215821.984375 Penalty: 3730.573730
	Iteration 19Q: 3 clusters Score -215822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -215830.937500 Penalty: 3730.573730
	Iteration 20F: 3 clusters Score -215830.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -215844.546875 Penalty: 3730.573730
	Iteration 21Q: 3 clusters Score -215844.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -215854.609375 Penalty: 3730.573730
	Iteration 22Q: 3 clusters Score -215854.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -215859.218750 Penalty: 3730.573730
	Iteration 23Q: 3 clusters Score -215859.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -215862.828125 Penalty: 3730.573730
	Iteration 24Q: 3 clusters Score -215862.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -215868.234375 Penalty: 3730.573730
	Iteration 25Q: 3 clusters Score -215868.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -215875.171875 Penalty: 3730.573730
	Iteration 26Q: 3 clusters Score -215875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -215879.703125 Penalty: 3730.573730
	Iteration 27Q: 3 clusters Score -215879.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -215881.359375 Penalty: 3730.573730
	Iteration 28Q: 3 clusters Score -215881.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -215883.125000 Penalty: 3730.573730
	Iteration 29Q: 3 clusters Score -215883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -215886.984375 Penalty: 3730.573730
	Iteration 30Q: 3 clusters Score -215887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -215890.234375 Penalty: 3730.573730
	Iteration 31Q: 3 clusters Score -215890.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -215893.140625 Penalty: 3730.573730
	Iteration 32Q: 3 clusters Score -215893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -215896.515625 Penalty: 3730.573730
	Iteration 33Q: 3 clusters Score -215896.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -215900.375000 Penalty: 3730.573730
	Iteration 34Q: 3 clusters Score -215900.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -215903.984375 Penalty: 3730.573730
	Iteration 35Q: 3 clusters Score -215904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -215904.921875 Penalty: 3730.573730
	Iteration 36Q: 3 clusters Score -215904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -215907.093750 Penalty: 3730.573730
	Iteration 37Q: 3 clusters Score -215907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -215911.593750 Penalty: 3730.573730
	Iteration 38Q: 3 clusters Score -215911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -215918.937500 Penalty: 3730.573730
	Iteration 39Q: 3 clusters Score -215918.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -215928.656250 Penalty: 3730.573730
	Iteration 40F: 3 clusters Score -215928.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -215938.265625 Penalty: 3730.573730
	Iteration 41Q: 3 clusters Score -215938.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -215944.781250 Penalty: 3730.573730
	Iteration 42Q: 3 clusters Score -215944.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -215954.734375 Penalty: 3730.573730
	Iteration 43Q: 3 clusters Score -215954.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -215960.937500 Penalty: 3730.573730
	Iteration 44Q: 3 clusters Score -215960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -215964.468750 Penalty: 3730.573730
	Iteration 45Q: 3 clusters Score -215964.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -215967.984375 Penalty: 3730.573730
	Iteration 46Q: 3 clusters Score -215968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -215971.750000 Penalty: 3730.573730
	Iteration 47Q: 3 clusters Score -215971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -215979.562500 Penalty: 3730.573730
	Iteration 48Q: 3 clusters Score -215979.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -215990.000000 Penalty: 3730.573730
	Iteration 49Q: 3 clusters Score -215990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -215995.203125 Penalty: 3730.573730
	Iteration 50Q: 3 clusters Score -215995.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -215995.203125 Penalty: 3730.573730
	Iteration 51F: 3 clusters Score -215995.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Entering Unmasked Estep 
Score: -1096340.750000 Penalty: 2264.803223
	Iteration 0F: 2 clusters Score -1096341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1089220.125000 Penalty: 4529.606445
	Iteration 0F: 3 clusters Score -1089220 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1091653.125000 Penalty: 4529.606445
	Iteration 1F: 3 clusters Score -1091653 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1092486.500000 Penalty: 4529.606445
	Iteration 2F: 3 clusters Score -1092486 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1093385.500000 Penalty: 4529.606445
	Iteration 3F: 3 clusters Score -1093386 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1094114.250000 Penalty: 4529.606445
	Iteration 4F: 3 clusters Score -1094114 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1094547.375000 Penalty: 4529.606445
	Iteration 5F: 3 clusters Score -1094547 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1094773.500000 Penalty: 4529.606445
	Iteration 6Q: 3 clusters Score -1094774 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1094886.875000 Penalty: 4529.606445
	Iteration 7Q: 3 clusters Score -1094887 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1094951.500000 Penalty: 4529.606445
	Iteration 8Q: 3 clusters Score -1094952 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1094986.250000 Penalty: 4529.606445
	Iteration 9Q: 3 clusters Score -1094986 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1095011.000000 Penalty: 4529.606445
	Iteration 10Q: 3 clusters Score -1095011 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1095026.750000 Penalty: 4529.606445
	Iteration 11Q: 3 clusters Score -1095027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1095042.500000 Penalty: 4529.606445
	Iteration 12Q: 3 clusters Score -1095042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1095056.125000 Penalty: 4529.606445
	Iteration 13Q: 3 clusters Score -1095056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1095065.125000 Penalty: 4529.606445
	Iteration 14Q: 3 clusters Score -1095065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1095072.500000 Penalty: 4529.606445
	Iteration 15Q: 3 clusters Score -1095072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1095078.375000 Penalty: 4529.606445
	Iteration 16Q: 3 clusters Score -1095078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1095083.375000 Penalty: 4529.606445
	Iteration 17Q: 3 clusters Score -1095083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1095085.125000 Penalty: 4529.606445
	Iteration 18Q: 3 clusters Score -1095085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1095084.875000 Penalty: 4529.606445
	Iteration 19Q: 3 clusters Score -1095085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1095087.125000 Penalty: 4529.606445
	Iteration 20F: 3 clusters Score -1095087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1095087.875000 Penalty: 4529.606445
	Iteration 21Q: 3 clusters Score -1095088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1095086.500000 Penalty: 4529.606445
	Iteration 22Q: 3 clusters Score -1095086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1095091.625000 Penalty: 4529.606445
	Iteration 23Q: 3 clusters Score -1095092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1095093.000000 Penalty: 4529.606445
	Iteration 24Q: 3 clusters Score -1095093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1095092.125000 Penalty: 4529.606445
	Iteration 25Q: 3 clusters Score -1095092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1095093.875000 Penalty: 4529.606445
	Iteration 26Q: 3 clusters Score -1095094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1095093.750000 Penalty: 4529.606445
	Iteration 27Q: 3 clusters Score -1095094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1095093.750000 Penalty: 4529.606445
	Iteration 28F: 3 clusters Score -1095094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Entering Unmasked Estep 
Score: -481396.437500 Penalty: 2058.407959
	Iteration 0F: 2 clusters Score -481396.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -477517.656250 Penalty: 4116.815918
	Iteration 0F: 3 clusters Score -477517.7 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -478465.000000 Penalty: 4116.815918
	Iteration 1F: 3 clusters Score -478465 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -478700.406250 Penalty: 4116.815918
	Iteration 2F: 3 clusters Score -478700.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -478824.312500 Penalty: 4116.815918
	Iteration 3F: 3 clusters Score -478824.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -478904.093750 Penalty: 4116.815918
	Iteration 4Q: 3 clusters Score -478904.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -478965.968750 Penalty: 4116.815918
	Iteration 5Q: 3 clusters Score -478966 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -479028.343750 Penalty: 4116.815918
	Iteration 6Q: 3 clusters Score -479028.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -479079.593750 Penalty: 4116.815918
	Iteration 7Q: 3 clusters Score -479079.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -479126.906250 Penalty: 4116.815918
	Iteration 8Q: 3 clusters Score -479126.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -479165.218750 Penalty: 4116.815918
	Iteration 9Q: 3 clusters Score -479165.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -479207.437500 Penalty: 4116.815918
	Iteration 10Q: 3 clusters Score -479207.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -479252.156250 Penalty: 4116.815918
	Iteration 11Q: 3 clusters Score -479252.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -479293.718750 Penalty: 4116.815918
	Iteration 12Q: 3 clusters Score -479293.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -479322.843750 Penalty: 4116.815918
	Iteration 13Q: 3 clusters Score -479322.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -479347.906250 Penalty: 4116.815918
	Iteration 14Q: 3 clusters Score -479347.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -479376.312500 Penalty: 4116.815918
	Iteration 15Q: 3 clusters Score -479376.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -479405.500000 Penalty: 4116.815918
	Iteration 16Q: 3 clusters Score -479405.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -479422.656250 Penalty: 4116.815918
	Iteration 17Q: 3 clusters Score -479422.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -479439.937500 Penalty: 4116.815918
	Iteration 18Q: 3 clusters Score -479439.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -479460.343750 Penalty: 4116.815918
	Iteration 19Q: 3 clusters Score -479460.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -479479.906250 Penalty: 4116.815918
	Iteration 20F: 3 clusters Score -479479.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -479496.156250 Penalty: 4116.815918
	Iteration 21Q: 3 clusters Score -479496.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -479511.968750 Penalty: 4116.815918
	Iteration 22Q: 3 clusters Score -479512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -479528.000000 Penalty: 4116.815918
	Iteration 23Q: 3 clusters Score -479528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -479537.906250 Penalty: 4116.815918
	Iteration 24Q: 3 clusters Score -479537.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -479546.937500 Penalty: 4116.815918
	Iteration 25Q: 3 clusters Score -479546.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -479553.937500 Penalty: 4116.815918
	Iteration 26Q: 3 clusters Score -479553.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -479560.281250 Penalty: 4116.815918
	Iteration 27Q: 3 clusters Score -479560.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -479565.031250 Penalty: 4116.815918
	Iteration 28Q: 3 clusters Score -479565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -479571.125000 Penalty: 4116.815918
	Iteration 29Q: 3 clusters Score -479571.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -479578.187500 Penalty: 4116.815918
	Iteration 30Q: 3 clusters Score -479578.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -479585.718750 Penalty: 4116.815918
	Iteration 31Q: 3 clusters Score -479585.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -479593.187500 Penalty: 4116.815918
	Iteration 32Q: 3 clusters Score -479593.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -479599.281250 Penalty: 4116.815918
	Iteration 33Q: 3 clusters Score -479599.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -479604.687500 Penalty: 4116.815918
	Iteration 34Q: 3 clusters Score -479604.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -479608.937500 Penalty: 4116.815918
	Iteration 35Q: 3 clusters Score -479608.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -479610.718750 Penalty: 4116.815918
	Iteration 36Q: 3 clusters Score -479610.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -479617.562500 Penalty: 4116.815918
	Iteration 37Q: 3 clusters Score -479617.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -479622.593750 Penalty: 4116.815918
	Iteration 38Q: 3 clusters Score -479622.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -479624.875000 Penalty: 4116.815918
	Iteration 39Q: 3 clusters Score -479624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -479627.687500 Penalty: 4116.815918
	Iteration 40F: 3 clusters Score -479627.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -479630.187500 Penalty: 4116.815918
	Iteration 41Q: 3 clusters Score -479630.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -479630.531250 Penalty: 4116.815918
	Iteration 42Q: 3 clusters Score -479630.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -479631.250000 Penalty: 4116.815918
	Iteration 43Q: 3 clusters Score -479631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -479631.250000 Penalty: 4116.815918
	Iteration 44F: 3 clusters Score -479631.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Entering Unmasked Estep 
Score: -667060.875000 Penalty: 2172.281250
	Iteration 0F: 2 clusters Score -667060.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -661697.312500 Penalty: 4344.562500
	Iteration 0F: 3 clusters Score -661697.3 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -663522.187500 Penalty: 4344.562500
	Iteration 1F: 3 clusters Score -663522.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -664047.312500 Penalty: 4344.562500
	Iteration 2F: 3 clusters Score -664047.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -664474.062500 Penalty: 4344.562500
	Iteration 3F: 3 clusters Score -664474.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -664813.625000 Penalty: 4344.562500
	Iteration 4F: 3 clusters Score -664813.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -665046.937500 Penalty: 4344.562500
	Iteration 5F: 3 clusters Score -665046.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -665248.750000 Penalty: 4344.562500
	Iteration 6Q: 3 clusters Score -665248.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -665417.500000 Penalty: 4344.562500
	Iteration 7Q: 3 clusters Score -665417.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -665547.375000 Penalty: 4344.562500
	Iteration 8Q: 3 clusters Score -665547.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -665657.250000 Penalty: 4344.562500
	Iteration 9Q: 3 clusters Score -665657.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -665733.562500 Penalty: 4344.562500
	Iteration 10Q: 3 clusters Score -665733.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -665805.750000 Penalty: 4344.562500
	Iteration 11Q: 3 clusters Score -665805.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -665859.812500 Penalty: 4344.562500
	Iteration 12Q: 3 clusters Score -665859.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -665914.000000 Penalty: 4344.562500
	Iteration 13Q: 3 clusters Score -665914 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -665967.875000 Penalty: 4344.562500
	Iteration 14Q: 3 clusters Score -665967.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -666021.750000 Penalty: 4344.562500
	Iteration 15Q: 3 clusters Score -666021.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -666092.562500 Penalty: 4344.562500
	Iteration 16Q: 3 clusters Score -666092.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -666194.437500 Penalty: 4344.562500
	Iteration 17Q: 3 clusters Score -666194.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -666283.812500 Penalty: 4344.562500
	Iteration 18Q: 3 clusters Score -666283.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -666354.000000 Penalty: 4344.562500
	Iteration 19Q: 3 clusters Score -666354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -666426.562500 Penalty: 4344.562500
	Iteration 20F: 3 clusters Score -666426.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -666483.250000 Penalty: 4344.562500
	Iteration 21Q: 3 clusters Score -666483.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -666526.625000 Penalty: 4344.562500
	Iteration 22Q: 3 clusters Score -666526.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -666546.375000 Penalty: 4344.562500
	Iteration 23Q: 3 clusters Score -666546.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -666556.937500 Penalty: 4344.562500
	Iteration 24Q: 3 clusters Score -666556.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -666566.187500 Penalty: 4344.562500
	Iteration 25Q: 3 clusters Score -666566.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -666573.687500 Penalty: 4344.562500
	Iteration 26Q: 3 clusters Score -666573.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -666582.312500 Penalty: 4344.562500
	Iteration 27Q: 3 clusters Score -666582.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -666586.000000 Penalty: 4344.562500
	Iteration 28Q: 3 clusters Score -666586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -666587.750000 Penalty: 4344.562500
	Iteration 29Q: 3 clusters Score -666587.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -666590.625000 Penalty: 4344.562500
	Iteration 30Q: 3 clusters Score -666590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -666592.250000 Penalty: 4344.562500
	Iteration 31Q: 3 clusters Score -666592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -666591.500000 Penalty: 4344.562500
	Iteration 32Q: 3 clusters Score -666591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -666592.312500 Penalty: 4344.562500
	Iteration 33Q: 3 clusters Score -666592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -666592.687500 Penalty: 4344.562500
	Iteration 34Q: 3 clusters Score -666592.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -666593.375000 Penalty: 4344.562500
	Iteration 35Q: 3 clusters Score -666593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -666593.875000 Penalty: 4344.562500
	Iteration 36Q: 3 clusters Score -666593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -666594.062500 Penalty: 4344.562500
	Iteration 37Q: 3 clusters Score -666594.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -666594.125000 Penalty: 4344.562500
	Iteration 38Q: 3 clusters Score -666594.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -666594.437500 Penalty: 4344.562500
	Iteration 39Q: 3 clusters Score -666594.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -666594.437500 Penalty: 4344.562500
	Iteration 40F: 3 clusters Score -666594.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -118846.335938 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -118846.3 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 520 members 
Entering Unmasked Estep 
Score: -116865.265625 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -116865.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117168.765625 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -117168.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117250.671875 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -117250.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117290.757812 Penalty: 3449.973877
	Iteration 3Q: 3 clusters Score -117290.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117321.796875 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -117321.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117348.304688 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -117348.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117363.406250 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -117363.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117376.804688 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -117376.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117385.187500 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -117385.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117388.859375 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -117388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -117389.757812 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -117389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -117389.757812 Penalty: 3449.973877
	Iteration 11F: 3 clusters Score -117389.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Entering Unmasked Estep 
Score: -1935156.875000 Penalty: 2403.805908
	Iteration 0F: 2 clusters Score -1935157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1923538.875000 Penalty: 4807.611816
	Iteration 0F: 3 clusters Score -1923539 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1927242.000000 Penalty: 4807.611816
	Iteration 1F: 3 clusters Score -1927242 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1927660.250000 Penalty: 4807.611816
	Iteration 2F: 3 clusters Score -1927660 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1928123.125000 Penalty: 4807.611816
	Iteration 3F: 3 clusters Score -1928123 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1928761.000000 Penalty: 4807.611816
	Iteration 4F: 3 clusters Score -1928761 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1929574.000000 Penalty: 4807.611816
	Iteration 5F: 3 clusters Score -1929574 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1930494.125000 Penalty: 4807.611816
	Iteration 6F: 3 clusters Score -1930494 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1931335.625000 Penalty: 4807.611816
	Iteration 7F: 3 clusters Score -1931336 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1931939.125000 Penalty: 4807.611816
	Iteration 8F: 3 clusters Score -1931939 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1932332.625000 Penalty: 4807.611816
	Iteration 9Q: 3 clusters Score -1932333 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1932594.125000 Penalty: 4807.611816
	Iteration 10Q: 3 clusters Score -1932594 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1932766.125000 Penalty: 4807.611816
	Iteration 11Q: 3 clusters Score -1932766 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1932894.250000 Penalty: 4807.611816
	Iteration 12Q: 3 clusters Score -1932894 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1932964.875000 Penalty: 4807.611816
	Iteration 13Q: 3 clusters Score -1932965 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1933019.125000 Penalty: 4807.611816
	Iteration 14Q: 3 clusters Score -1933019 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1933065.875000 Penalty: 4807.611816
	Iteration 15Q: 3 clusters Score -1933066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1933101.875000 Penalty: 4807.611816
	Iteration 16Q: 3 clusters Score -1933102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1933122.750000 Penalty: 4807.611816
	Iteration 17Q: 3 clusters Score -1933123 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1933150.625000 Penalty: 4807.611816
	Iteration 18Q: 3 clusters Score -1933151 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1933176.375000 Penalty: 4807.611816
	Iteration 19Q: 3 clusters Score -1933176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1933194.000000 Penalty: 4807.611816
	Iteration 20F: 3 clusters Score -1933194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1933212.875000 Penalty: 4807.611816
	Iteration 21Q: 3 clusters Score -1933213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1933222.125000 Penalty: 4807.611816
	Iteration 22Q: 3 clusters Score -1933222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1933238.375000 Penalty: 4807.611816
	Iteration 23Q: 3 clusters Score -1933238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1933253.375000 Penalty: 4807.611816
	Iteration 24Q: 3 clusters Score -1933253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1933262.125000 Penalty: 4807.611816
	Iteration 25Q: 3 clusters Score -1933262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1933269.750000 Penalty: 4807.611816
	Iteration 26Q: 3 clusters Score -1933270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1933280.000000 Penalty: 4807.611816
	Iteration 27Q: 3 clusters Score -1933280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1933285.000000 Penalty: 4807.611816
	Iteration 28Q: 3 clusters Score -1933285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1933288.375000 Penalty: 4807.611816
	Iteration 29Q: 3 clusters Score -1933288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1933296.750000 Penalty: 4807.611816
	Iteration 30Q: 3 clusters Score -1933297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1933297.500000 Penalty: 4807.611816
	Iteration 31Q: 3 clusters Score -1933298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1933303.250000 Penalty: 4807.611816
	Iteration 32Q: 3 clusters Score -1933303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1933306.250000 Penalty: 4807.611816
	Iteration 33Q: 3 clusters Score -1933306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1933312.000000 Penalty: 4807.611816
	Iteration 34Q: 3 clusters Score -1933312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1933311.750000 Penalty: 4807.611816
	Iteration 35Q: 3 clusters Score -1933312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1933307.250000 Penalty: 4807.611816
	Iteration 36Q: 3 clusters Score -1933307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1933311.875000 Penalty: 4807.611816
	Iteration 37Q: 3 clusters Score -1933312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1933313.500000 Penalty: 4807.611816
	Iteration 38Q: 3 clusters Score -1933314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1933313.375000 Penalty: 4807.611816
	Iteration 39Q: 3 clusters Score -1933313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1933317.875000 Penalty: 4807.611816
	Iteration 40F: 3 clusters Score -1933318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1933317.875000 Penalty: 4807.611816
	Iteration 41Q: 3 clusters Score -1933318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1933320.125000 Penalty: 4807.611816
	Iteration 42Q: 3 clusters Score -1933320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1933322.875000 Penalty: 4807.611816
	Iteration 43Q: 3 clusters Score -1933323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1933319.500000 Penalty: 4807.611816
	Iteration 44Q: 3 clusters Score -1933320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1933320.250000 Penalty: 4807.611816
	Iteration 45Q: 3 clusters Score -1933320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1933320.125000 Penalty: 4807.611816
	Iteration 46Q: 3 clusters Score -1933320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1933320.750000 Penalty: 4807.611816
	Iteration 47Q: 3 clusters Score -1933321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1933323.375000 Penalty: 4807.611816
	Iteration 48Q: 3 clusters Score -1933323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1933326.125000 Penalty: 4807.611816
	Iteration 49Q: 3 clusters Score -1933326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1933325.750000 Penalty: 4807.611816
	Iteration 50Q: 3 clusters Score -1933326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1933326.500000 Penalty: 4807.611816
	Iteration 51Q: 3 clusters Score -1933326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1933328.000000 Penalty: 4807.611816
	Iteration 52Q: 3 clusters Score -1933328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1933328.000000 Penalty: 4807.611816
	Iteration 53Q: 3 clusters Score -1933328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1933328.125000 Penalty: 4807.611816
	Iteration 54Q: 3 clusters Score -1933328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1933331.375000 Penalty: 4807.611816
	Iteration 55Q: 3 clusters Score -1933331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1933331.375000 Penalty: 4807.611816
	Iteration 56F: 3 clusters Score -1933331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -151267.296875 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -151267.3 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 499 members 
Entering Unmasked Estep 
Score: -149353.843750 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -149353.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -149679.453125 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -149679.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -149849.718750 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -149849.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -150064.796875 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -150064.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -150251.812500 Penalty: 3416.731934
	Iteration 4F: 3 clusters Score -150251.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -150473.890625 Penalty: 3416.731934
	Iteration 5F: 3 clusters Score -150473.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -150685.578125 Penalty: 3416.731934
	Iteration 6F: 3 clusters Score -150685.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -150831.671875 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -150831.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -150993.515625 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -150993.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -151215.781250 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -151215.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -151315.312500 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -151315.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -151334.250000 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -151334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -151348.921875 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -151348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -151385.265625 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -151385.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -151417.281250 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -151417.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -151427.984375 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -151428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -151431.015625 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -151431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -151433.890625 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -151433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -151433.890625 Penalty: 3416.731934
	Iteration 18F: 3 clusters Score -151433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12744 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94243 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96430 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6702 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6090 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24358 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Mstep: Class 82 contains 366 members 
Entering Unmasked Estep 
Score: -154539296.000000 Penalty: 286492.562500
Splitting cluster 25 changes total score from -154541104.000000 to -154539296.000000
So it's not getting split.
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: -775163.812500 Penalty: 2175.184326
	Iteration 0F: 2 clusters Score -775163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -769796.500000 Penalty: 4350.368652
	Iteration 0F: 3 clusters Score -769796.5 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -771184.062500 Penalty: 4350.368652
	Iteration 1F: 3 clusters Score -771184.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -771431.250000 Penalty: 4350.368652
	Iteration 2F: 3 clusters Score -771431.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -771577.062500 Penalty: 4350.368652
	Iteration 3Q: 3 clusters Score -771577.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -771697.062500 Penalty: 4350.368652
	Iteration 4Q: 3 clusters Score -771697.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -771792.500000 Penalty: 4350.368652
	Iteration 5Q: 3 clusters Score -771792.5 nChanged 168
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: -771873.687500 Penalty: 4350.368652
	Iteration 6Q: 3 clusters Score -771873.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -771955.875000 Penalty: 4350.368652
	Iteration 7Q: 3 clusters Score -771955.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -772036.375000 Penalty: 4350.368652
	Iteration 8Q: 3 clusters Score -772036.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -772119.625000 Penalty: 4350.368652
	Iteration 9Q: 3 clusters Score -772119.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -772209.937500 Penalty: 4350.368652
	Iteration 10Q: 3 clusters Score -772209.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -772299.000000 Penalty: 4350.368652
	Iteration 11Q: 3 clusters Score -772299 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -772424.000000 Penalty: 4350.368652
	Iteration 12Q: 3 clusters Score -772424 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -772536.687500 Penalty: 4350.368652
	Iteration 13Q: 3 clusters Score -772536.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -772651.437500 Penalty: 4350.368652
	Iteration 14Q: 3 clusters Score -772651.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -772761.687500 Penalty: 4350.368652
	Iteration 15Q: 3 clusters Score -772761.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -772858.437500 Penalty: 4350.368652
	Iteration 16Q: 3 clusters Score -772858.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -772944.062500 Penalty: 4350.368652
	Iteration 17Q: 3 clusters Score -772944.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -773017.062500 Penalty: 4350.368652
	Iteration 18Q: 3 clusters Score -773017.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -773071.812500 Penalty: 4350.368652
	Iteration 19Q: 3 clusters Score -773071.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -773128.687500 Penalty: 4350.368652
	Iteration 20F: 3 clusters Score -773128.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -773182.500000 Penalty: 4350.368652
	Iteration 21Q: 3 clusters Score -773182.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -773228.312500 Penalty: 4350.368652
	Iteration 22Q: 3 clusters Score -773228.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -773261.687500 Penalty: 4350.368652
	Iteration 23Q: 3 clusters Score -773261.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -773292.437500 Penalty: 4350.368652
	Iteration 24Q: 3 clusters Score -773292.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -773320.625000 Penalty: 4350.368652
	Iteration 25Q: 3 clusters Score -773320.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -773348.875000 Penalty: 4350.368652
	Iteration 26Q: 3 clusters Score -773348.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -773374.937500 Penalty: 4350.368652
	Iteration 27Q: 3 clusters Score -773374.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -773393.125000 Penalty: 4350.368652
	Iteration 28Q: 3 clusters Score -773393.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -773402.875000 Penalty: 4350.368652
	Iteration 29Q: 3 clusters Score -773402.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -773407.187500 Penalty: 4350.368652
	Iteration 30Q: 3 clusters Score -773407.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -773414.562500 Penalty: 4350.368652
	Iteration 31Q: 3 clusters Score -773414.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -773420.375000 Penalty: 4350.368652
	Iteration 32Q: 3 clusters Score -773420.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -773422.562500 Penalty: 4350.368652
	Iteration 33Q: 3 clusters Score -773422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -773424.687500 Penalty: 4350.368652
	Iteration 34Q: 3 clusters Score -773424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -773427.937500 Penalty: 4350.368652
	Iteration 35Q: 3 clusters Score -773427.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -773433.062500 Penalty: 4350.368652
	Iteration 36Q: 3 clusters Score -773433.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -773436.937500 Penalty: 4350.368652
	Iteration 37Q: 3 clusters Score -773436.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -773441.812500 Penalty: 4350.368652
	Iteration 38Q: 3 clusters Score -773441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -773445.375000 Penalty: 4350.368652
	Iteration 39Q: 3 clusters Score -773445.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -773450.562500 Penalty: 4350.368652
	Iteration 40F: 3 clusters Score -773450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -773451.875000 Penalty: 4350.368652
	Iteration 41Q: 3 clusters Score -773451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -773455.375000 Penalty: 4350.368652
	Iteration 42Q: 3 clusters Score -773455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -773459.125000 Penalty: 4350.368652
	Iteration 43Q: 3 clusters Score -773459.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -773460.562500 Penalty: 4350.368652
	Iteration 44Q: 3 clusters Score -773460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -773462.000000 Penalty: 4350.368652
	Iteration 45Q: 3 clusters Score -773462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -773462.000000 Penalty: 4350.368652
	Iteration 46F: 3 clusters Score -773462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Entering Unmasked Estep 
Score: -2162205.250000 Penalty: 2421.869873
	Iteration 0F: 2 clusters Score -2162205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2149814.250000 Penalty: 4843.739746
	Iteration 0F: 3 clusters Score -2149814 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2153972.000000 Penalty: 4843.739746
	Iteration 1F: 3 clusters Score -2153972 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2154652.250000 Penalty: 4843.739746
	Iteration 2F: 3 clusters Score -2154652 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2155404.500000 Penalty: 4843.739746
	Iteration 3F: 3 clusters Score -2155404 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2156224.500000 Penalty: 4843.739746
	Iteration 4F: 3 clusters Score -2156224 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2157040.750000 Penalty: 4843.739746
	Iteration 5F: 3 clusters Score -2157041 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2157669.750000 Penalty: 4843.739746
	Iteration 6F: 3 clusters Score -2157670 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2158064.500000 Penalty: 4843.739746
	Iteration 7Q: 3 clusters Score -2158064 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2158311.000000 Penalty: 4843.739746
	Iteration 8Q: 3 clusters Score -2158311 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2158472.500000 Penalty: 4843.739746
	Iteration 9Q: 3 clusters Score -2158472 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2158578.750000 Penalty: 4843.739746
	Iteration 10Q: 3 clusters Score -2158579 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2158663.000000 Penalty: 4843.739746
	Iteration 11Q: 3 clusters Score -2158663 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2158742.500000 Penalty: 4843.739746
	Iteration 12Q: 3 clusters Score -2158742 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2158807.250000 Penalty: 4843.739746
	Iteration 13Q: 3 clusters Score -2158807 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2158867.500000 Penalty: 4843.739746
	Iteration 14Q: 3 clusters Score -2158868 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2158926.250000 Penalty: 4843.739746
	Iteration 15Q: 3 clusters Score -2158926 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2158991.250000 Penalty: 4843.739746
	Iteration 16Q: 3 clusters Score -2158991 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2159051.500000 Penalty: 4843.739746
	Iteration 17Q: 3 clusters Score -2159052 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2159109.500000 Penalty: 4843.739746
	Iteration 18Q: 3 clusters Score -2159110 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2159164.500000 Penalty: 4843.739746
	Iteration 19Q: 3 clusters Score -2159164 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2159220.250000 Penalty: 4843.739746
	Iteration 20F: 3 clusters Score -2159220 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2159268.750000 Penalty: 4843.739746
	Iteration 21Q: 3 clusters Score -2159269 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2159314.500000 Penalty: 4843.739746
	Iteration 22Q: 3 clusters Score -2159314 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2159379.250000 Penalty: 4843.739746
	Iteration 23Q: 3 clusters Score -2159379 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2159447.500000 Penalty: 4843.739746
	Iteration 24Q: 3 clusters Score -2159448 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2159499.500000 Penalty: 4843.739746
	Iteration 25Q: 3 clusters Score -2159500 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2159555.500000 Penalty: 4843.739746
	Iteration 26Q: 3 clusters Score -2159556 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2159604.750000 Penalty: 4843.739746
	Iteration 27Q: 3 clusters Score -2159605 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2159662.500000 Penalty: 4843.739746
	Iteration 28Q: 3 clusters Score -2159662 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2159724.500000 Penalty: 4843.739746
	Iteration 29Q: 3 clusters Score -2159724 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2159774.750000 Penalty: 4843.739746
	Iteration 30Q: 3 clusters Score -2159775 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2159828.500000 Penalty: 4843.739746
	Iteration 31Q: 3 clusters Score -2159828 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2159875.000000 Penalty: 4843.739746
	Iteration 32Q: 3 clusters Score -2159875 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2159926.750000 Penalty: 4843.739746
	Iteration 33Q: 3 clusters Score -2159927 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2159965.250000 Penalty: 4843.739746
	Iteration 34Q: 3 clusters Score -2159965 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2159989.500000 Penalty: 4843.739746
	Iteration 35Q: 3 clusters Score -2159990 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2160030.250000 Penalty: 4843.739746
	Iteration 36Q: 3 clusters Score -2160030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2160070.500000 Penalty: 4843.739746
	Iteration 37Q: 3 clusters Score -2160070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2160097.000000 Penalty: 4843.739746
	Iteration 38Q: 3 clusters Score -2160097 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2160117.000000 Penalty: 4843.739746
	Iteration 39Q: 3 clusters Score -2160117 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2160147.000000 Penalty: 4843.739746
	Iteration 40F: 3 clusters Score -2160147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2160167.750000 Penalty: 4843.739746
	Iteration 41Q: 3 clusters Score -2160168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2160182.750000 Penalty: 4843.739746
	Iteration 42Q: 3 clusters Score -2160183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2160192.000000 Penalty: 4843.739746
	Iteration 43Q: 3 clusters Score -2160192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2160201.250000 Penalty: 4843.739746
	Iteration 44Q: 3 clusters Score -2160201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2160224.250000 Penalty: 4843.739746
	Iteration 45Q: 3 clusters Score -2160224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2160234.250000 Penalty: 4843.739746
	Iteration 46Q: 3 clusters Score -2160234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2160245.000000 Penalty: 4843.739746
	Iteration 47Q: 3 clusters Score -2160245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2160253.000000 Penalty: 4843.739746
	Iteration 48Q: 3 clusters Score -2160253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2160260.250000 Penalty: 4843.739746
	Iteration 49Q: 3 clusters Score -2160260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2160261.750000 Penalty: 4843.739746
	Iteration 50Q: 3 clusters Score -2160262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2160266.250000 Penalty: 4843.739746
	Iteration 51Q: 3 clusters Score -2160266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2160270.250000 Penalty: 4843.739746
	Iteration 52Q: 3 clusters Score -2160270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2160272.250000 Penalty: 4843.739746
	Iteration 53Q: 3 clusters Score -2160272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2160271.750000 Penalty: 4843.739746
	Iteration 54Q: 3 clusters Score -2160272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2160272.250000 Penalty: 4843.739746
	Iteration 55Q: 3 clusters Score -2160272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2160271.000000 Penalty: 4843.739746
	Iteration 56Q: 3 clusters Score -2160271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2160273.750000 Penalty: 4843.739746
	Iteration 57Q: 3 clusters Score -2160274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2160272.500000 Penalty: 4843.739746
	Iteration 58Q: 3 clusters Score -2160272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2160273.250000 Penalty: 4843.739746
	Iteration 59Q: 3 clusters Score -2160273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2160271.750000 Penalty: 4843.739746
	Iteration 60F: 3 clusters Score -2160272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2160273.250000 Penalty: 4843.739746
	Iteration 61Q: 3 clusters Score -2160273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2160273.250000 Penalty: 4843.739746
	Iteration 62Q: 3 clusters Score -2160273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2160276.000000 Penalty: 4843.739746
	Iteration 63Q: 3 clusters Score -2160276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2160279.250000 Penalty: 4843.739746
	Iteration 64Q: 3 clusters Score -2160279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2160276.000000 Penalty: 4843.739746
	Iteration 65Q: 3 clusters Score -2160276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2160274.750000 Penalty: 4843.739746
	Iteration 66Q: 3 clusters Score -2160275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2160280.000000 Penalty: 4843.739746
	Iteration 67Q: 3 clusters Score -2160280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2160281.250000 Penalty: 4843.739746
	Iteration 68Q: 3 clusters Score -2160281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2160284.000000 Penalty: 4843.739746
	Iteration 69Q: 3 clusters Score -2160284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2160288.250000 Penalty: 4843.739746
	Iteration 70Q: 3 clusters Score -2160288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2160286.000000 Penalty: 4843.739746
	Iteration 71Q: 3 clusters Score -2160286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2160285.250000 Penalty: 4843.739746
	Iteration 72Q: 3 clusters Score -2160285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2160286.750000 Penalty: 4843.739746
	Iteration 73Q: 3 clusters Score -2160287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2160284.000000 Penalty: 4843.739746
	Iteration 74Q: 3 clusters Score -2160284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2160284.000000 Penalty: 4843.739746
	Iteration 75F: 3 clusters Score -2160284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -264821.906250 Penalty: 1915.443481
	Iteration 0F: 2 clusters Score -264821.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -262034.000000 Penalty: 3830.886963
	Iteration 0F: 3 clusters Score -262034 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -262604.968750 Penalty: 3830.886963
	Iteration 1F: 3 clusters Score -262605 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -262786.250000 Penalty: 3830.886963
	Iteration 2F: 3 clusters Score -262786.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -262914.625000 Penalty: 3830.886963
	Iteration 3F: 3 clusters Score -262914.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -263029.406250 Penalty: 3830.886963
	Iteration 4Q: 3 clusters Score -263029.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -263144.218750 Penalty: 3830.886963
	Iteration 5Q: 3 clusters Score -263144.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -263243.437500 Penalty: 3830.886963
	Iteration 6Q: 3 clusters Score -263243.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -263327.656250 Penalty: 3830.886963
	Iteration 7Q: 3 clusters Score -263327.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -263399.281250 Penalty: 3830.886963
	Iteration 8Q: 3 clusters Score -263399.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -263465.281250 Penalty: 3830.886963
	Iteration 9Q: 3 clusters Score -263465.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -263522.656250 Penalty: 3830.886963
	Iteration 10Q: 3 clusters Score -263522.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -263556.468750 Penalty: 3830.886963
	Iteration 11Q: 3 clusters Score -263556.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -263583.062500 Penalty: 3830.886963
	Iteration 12Q: 3 clusters Score -263583.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -263607.218750 Penalty: 3830.886963
	Iteration 13Q: 3 clusters Score -263607.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -263629.968750 Penalty: 3830.886963
	Iteration 14Q: 3 clusters Score -263630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -263653.625000 Penalty: 3830.886963
	Iteration 15Q: 3 clusters Score -263653.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -263667.718750 Penalty: 3830.886963
	Iteration 16Q: 3 clusters Score -263667.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -263683.125000 Penalty: 3830.886963
	Iteration 17Q: 3 clusters Score -263683.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -263690.562500 Penalty: 3830.886963
	Iteration 18Q: 3 clusters Score -263690.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -263694.406250 Penalty: 3830.886963
	Iteration 19Q: 3 clusters Score -263694.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -263699.343750 Penalty: 3830.886963
	Iteration 20F: 3 clusters Score -263699.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -263704.625000 Penalty: 3830.886963
	Iteration 21Q: 3 clusters Score -263704.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -263710.343750 Penalty: 3830.886963
	Iteration 22Q: 3 clusters Score -263710.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -263718.062500 Penalty: 3830.886963
	Iteration 23Q: 3 clusters Score -263718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -263719.062500 Penalty: 3830.886963
	Iteration 24Q: 3 clusters Score -263719.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -263719.062500 Penalty: 3830.886963
	Iteration 25F: 3 clusters Score -263719.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (94243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94243 members 
Entering Unmasked Estep 
Score: -11454159.000000 Penalty: 2840.500488
	Iteration 0F: 2 clusters Score -1.145416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -11391022.000000 Penalty: 5681.000977
	Iteration 0F: 3 clusters Score -1.139102e+07 nChanged 44413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -11415982.000000 Penalty: 5681.000977
	Iteration 1F: 3 clusters Score -1.141598e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -11416683.000000 Penalty: 5681.000977
	Iteration 2Q: 3 clusters Score -1.141668e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -11417622.000000 Penalty: 5681.000977
	Iteration 3Q: 3 clusters Score -1.141762e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -11418656.000000 Penalty: 5681.000977
	Iteration 4Q: 3 clusters Score -1.141866e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -11420198.000000 Penalty: 5681.000977
	Iteration 5Q: 3 clusters Score -1.14202e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -11422513.000000 Penalty: 5681.000977
	Iteration 6F: 3 clusters Score -1.142251e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -11425552.000000 Penalty: 5681.000977
	Iteration 7F: 3 clusters Score -1.142555e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -11429494.000000 Penalty: 5681.000977
	Iteration 8F: 3 clusters Score -1.142949e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -11434190.000000 Penalty: 5681.000977
	Iteration 9F: 3 clusters Score -1.143419e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80500 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -11439164.000000 Penalty: 5681.000977
	Iteration 10F: 3 clusters Score -1.143916e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -11443872.000000 Penalty: 5681.000977
	Iteration 11F: 3 clusters Score -1.144387e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -11447675.000000 Penalty: 5681.000977
	Iteration 12Q: 3 clusters Score -1.144768e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -11449911.000000 Penalty: 5681.000977
	Iteration 13Q: 3 clusters Score -1.144991e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -11450896.000000 Penalty: 5681.000977
	Iteration 14Q: 3 clusters Score -1.14509e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93669 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11451291.000000 Penalty: 5681.000977
	Iteration 15Q: 3 clusters Score -1.145129e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93812 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11451439.000000 Penalty: 5681.000977
	Iteration 16Q: 3 clusters Score -1.145144e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11451537.000000 Penalty: 5681.000977
	Iteration 17Q: 3 clusters Score -1.145154e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -11451607.000000 Penalty: 5681.000977
	Iteration 18Q: 3 clusters Score -1.145161e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93929 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -11451641.000000 Penalty: 5681.000977
	Iteration 19Q: 3 clusters Score -1.145164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -11451664.000000 Penalty: 5681.000977
	Iteration 20F: 3 clusters Score -1.145166e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11451686.000000 Penalty: 5681.000977
	Iteration 21Q: 3 clusters Score -1.145169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -11451709.000000 Penalty: 5681.000977
	Iteration 22Q: 3 clusters Score -1.145171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11451717.000000 Penalty: 5681.000977
	Iteration 23Q: 3 clusters Score -1.145172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11451734.000000 Penalty: 5681.000977
	Iteration 24Q: 3 clusters Score -1.145173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11451742.000000 Penalty: 5681.000977
	Iteration 25Q: 3 clusters Score -1.145174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11451740.000000 Penalty: 5681.000977
	Iteration 26Q: 3 clusters Score -1.145174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93976 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -11451743.000000 Penalty: 5681.000977
	Iteration 27Q: 3 clusters Score -1.145174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93976 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -11451745.000000 Penalty: 5681.000977
	Iteration 28Q: 3 clusters Score -1.145174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11451747.000000 Penalty: 5681.000977
	Iteration 29Q: 3 clusters Score -1.145175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11451746.000000 Penalty: 5681.000977
	Iteration 30Q: 3 clusters Score -1.145175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11451758.000000 Penalty: 5681.000977
	Iteration 31Q: 3 clusters Score -1.145176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93979 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11451750.000000 Penalty: 5681.000977
	Iteration 32Q: 3 clusters Score -1.145175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -11451759.000000 Penalty: 5681.000977
	Iteration 33Q: 3 clusters Score -1.145176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -11451759.000000 Penalty: 5681.000977
	Iteration 34Q: 3 clusters Score -1.145176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93986 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11451773.000000 Penalty: 5681.000977
	Iteration 35Q: 3 clusters Score -1.145177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11451771.000000 Penalty: 5681.000977
	Iteration 36Q: 3 clusters Score -1.145177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93986 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11451774.000000 Penalty: 5681.000977
	Iteration 37Q: 3 clusters Score -1.145177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93986 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11451774.000000 Penalty: 5681.000977
	Iteration 38F: 3 clusters Score -1.145177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -545410.750000 Penalty: 2092.929443
	Iteration 0F: 2 clusters Score -545410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -541147.000000 Penalty: 4185.858887
	Iteration 0F: 3 clusters Score -541147 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -542236.687500 Penalty: 4185.858887
	Iteration 1F: 3 clusters Score -542236.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -542557.375000 Penalty: 4185.858887
	Iteration 2F: 3 clusters Score -542557.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -542888.500000 Penalty: 4185.858887
	Iteration 3F: 3 clusters Score -542888.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -543281.000000 Penalty: 4185.858887
	Iteration 4F: 3 clusters Score -543281 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -543616.750000 Penalty: 4185.858887
	Iteration 5F: 3 clusters Score -543616.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -543926.750000 Penalty: 4185.858887
	Iteration 6F: 3 clusters Score -543926.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -544148.312500 Penalty: 4185.858887
	Iteration 7Q: 3 clusters Score -544148.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -544259.250000 Penalty: 4185.858887
	Iteration 8Q: 3 clusters Score -544259.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -544320.250000 Penalty: 4185.858887
	Iteration 9Q: 3 clusters Score -544320.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -544359.062500 Penalty: 4185.858887
	Iteration 10Q: 3 clusters Score -544359.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -544380.437500 Penalty: 4185.858887
	Iteration 11Q: 3 clusters Score -544380.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -544398.125000 Penalty: 4185.858887
	Iteration 12Q: 3 clusters Score -544398.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -544409.812500 Penalty: 4185.858887
	Iteration 13Q: 3 clusters Score -544409.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -544421.125000 Penalty: 4185.858887
	Iteration 14Q: 3 clusters Score -544421.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -544428.875000 Penalty: 4185.858887
	Iteration 15Q: 3 clusters Score -544428.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -544431.875000 Penalty: 4185.858887
	Iteration 16Q: 3 clusters Score -544431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -544433.125000 Penalty: 4185.858887
	Iteration 17Q: 3 clusters Score -544433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -544434.625000 Penalty: 4185.858887
	Iteration 18Q: 3 clusters Score -544434.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -544434.937500 Penalty: 4185.858887
	Iteration 19Q: 3 clusters Score -544434.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -544435.000000 Penalty: 4185.858887
	Iteration 20F: 3 clusters Score -544435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (41963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Entering Unmasked Estep 
Score: -5075861.500000 Penalty: 2639.846924
	Iteration 0F: 2 clusters Score -5075862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -5047462.500000 Penalty: 5279.693848
	Iteration 0F: 3 clusters Score -5047462 nChanged 19271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -5057900.500000 Penalty: 5279.693848
	Iteration 1F: 3 clusters Score -5057900 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -5058471.000000 Penalty: 5279.693848
	Iteration 2Q: 3 clusters Score -5058471 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -5059094.500000 Penalty: 5279.693848
	Iteration 3Q: 3 clusters Score -5059094 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -5059843.500000 Penalty: 5279.693848
	Iteration 4Q: 3 clusters Score -5059844 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -5060830.000000 Penalty: 5279.693848
	Iteration 5Q: 3 clusters Score -5060830 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -5062292.500000 Penalty: 5279.693848
	Iteration 6F: 3 clusters Score -5062292 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -5064292.000000 Penalty: 5279.693848
	Iteration 7F: 3 clusters Score -5064292 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -5066901.000000 Penalty: 5279.693848
	Iteration 8F: 3 clusters Score -5066901 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -5069692.500000 Penalty: 5279.693848
	Iteration 9F: 3 clusters Score -5069692 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5071741.500000 Penalty: 5279.693848
	Iteration 10F: 3 clusters Score -5071742 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5072785.000000 Penalty: 5279.693848
	Iteration 11Q: 3 clusters Score -5072785 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5073160.000000 Penalty: 5279.693848
	Iteration 12Q: 3 clusters Score -5073160 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5073307.000000 Penalty: 5279.693848
	Iteration 13Q: 3 clusters Score -5073307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5073382.500000 Penalty: 5279.693848
	Iteration 14Q: 3 clusters Score -5073382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5073441.500000 Penalty: 5279.693848
	Iteration 15Q: 3 clusters Score -5073442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5073477.500000 Penalty: 5279.693848
	Iteration 16Q: 3 clusters Score -5073478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5073487.500000 Penalty: 5279.693848
	Iteration 17Q: 3 clusters Score -5073488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5073493.500000 Penalty: 5279.693848
	Iteration 18Q: 3 clusters Score -5073494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5073502.500000 Penalty: 5279.693848
	Iteration 19Q: 3 clusters Score -5073502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5073522.500000 Penalty: 5279.693848
	Iteration 20F: 3 clusters Score -5073522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5073534.000000 Penalty: 5279.693848
	Iteration 21Q: 3 clusters Score -5073534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5073539.000000 Penalty: 5279.693848
	Iteration 22Q: 3 clusters Score -5073539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5073537.500000 Penalty: 5279.693848
	Iteration 23Q: 3 clusters Score -5073538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5073537.500000 Penalty: 5279.693848
	Iteration 24F: 3 clusters Score -5073538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Entering Unmasked Estep 
Score: -510932.406250 Penalty: 2109.520752
	Iteration 0F: 2 clusters Score -510932.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -506482.343750 Penalty: 4219.041504
	Iteration 0F: 3 clusters Score -506482.3 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -507641.531250 Penalty: 4219.041504
	Iteration 1F: 3 clusters Score -507641.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -508016.750000 Penalty: 4219.041504
	Iteration 2F: 3 clusters Score -508016.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -508340.031250 Penalty: 4219.041504
	Iteration 3F: 3 clusters Score -508340 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -508694.062500 Penalty: 4219.041504
	Iteration 4F: 3 clusters Score -508694.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -509016.375000 Penalty: 4219.041504
	Iteration 5F: 3 clusters Score -509016.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -509313.250000 Penalty: 4219.041504
	Iteration 6F: 3 clusters Score -509313.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -509602.750000 Penalty: 4219.041504
	Iteration 7Q: 3 clusters Score -509602.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -509856.812500 Penalty: 4219.041504
	Iteration 8Q: 3 clusters Score -509856.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -510047.406250 Penalty: 4219.041504
	Iteration 9Q: 3 clusters Score -510047.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -510167.656250 Penalty: 4219.041504
	Iteration 10Q: 3 clusters Score -510167.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -510242.562500 Penalty: 4219.041504
	Iteration 11Q: 3 clusters Score -510242.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -510302.843750 Penalty: 4219.041504
	Iteration 12Q: 3 clusters Score -510302.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -510347.312500 Penalty: 4219.041504
	Iteration 13Q: 3 clusters Score -510347.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -510388.562500 Penalty: 4219.041504
	Iteration 14Q: 3 clusters Score -510388.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -510421.625000 Penalty: 4219.041504
	Iteration 15Q: 3 clusters Score -510421.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -510444.500000 Penalty: 4219.041504
	Iteration 16Q: 3 clusters Score -510444.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -510460.937500 Penalty: 4219.041504
	Iteration 17Q: 3 clusters Score -510460.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -510479.093750 Penalty: 4219.041504
	Iteration 18Q: 3 clusters Score -510479.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -510491.875000 Penalty: 4219.041504
	Iteration 19Q: 3 clusters Score -510491.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -510496.656250 Penalty: 4219.041504
	Iteration 20F: 3 clusters Score -510496.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -510500.218750 Penalty: 4219.041504
	Iteration 21Q: 3 clusters Score -510500.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -510505.593750 Penalty: 4219.041504
	Iteration 22Q: 3 clusters Score -510505.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -510509.625000 Penalty: 4219.041504
	Iteration 23Q: 3 clusters Score -510509.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -510513.375000 Penalty: 4219.041504
	Iteration 24Q: 3 clusters Score -510513.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -510518.593750 Penalty: 4219.041504
	Iteration 25Q: 3 clusters Score -510518.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -510527.062500 Penalty: 4219.041504
	Iteration 26Q: 3 clusters Score -510527.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -510536.843750 Penalty: 4219.041504
	Iteration 27Q: 3 clusters Score -510536.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -510542.531250 Penalty: 4219.041504
	Iteration 28Q: 3 clusters Score -510542.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -510551.531250 Penalty: 4219.041504
	Iteration 29Q: 3 clusters Score -510551.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -510557.093750 Penalty: 4219.041504
	Iteration 30Q: 3 clusters Score -510557.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -510559.562500 Penalty: 4219.041504
	Iteration 31Q: 3 clusters Score -510559.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -510564.500000 Penalty: 4219.041504
	Iteration 32Q: 3 clusters Score -510564.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -510569.250000 Penalty: 4219.041504
	Iteration 33Q: 3 clusters Score -510569.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -510573.468750 Penalty: 4219.041504
	Iteration 34Q: 3 clusters Score -510573.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -510576.843750 Penalty: 4219.041504
	Iteration 35Q: 3 clusters Score -510576.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -510583.843750 Penalty: 4219.041504
	Iteration 36Q: 3 clusters Score -510583.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -510586.187500 Penalty: 4219.041504
	Iteration 37Q: 3 clusters Score -510586.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -510589.156250 Penalty: 4219.041504
	Iteration 38Q: 3 clusters Score -510589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -510590.468750 Penalty: 4219.041504
	Iteration 39Q: 3 clusters Score -510590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -510591.500000 Penalty: 4219.041504
	Iteration 40F: 3 clusters Score -510591.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -510593.656250 Penalty: 4219.041504
	Iteration 41Q: 3 clusters Score -510593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -510592.875000 Penalty: 4219.041504
	Iteration 42Q: 3 clusters Score -510592.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -510592.875000 Penalty: 4219.041504
	Iteration 43F: 3 clusters Score -510592.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Entering Unmasked Estep 
Score: -1953117.625000 Penalty: 2405.134521
	Iteration 0F: 2 clusters Score -1953118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1941365.250000 Penalty: 4810.269043
	Iteration 0F: 3 clusters Score -1941365 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1945268.375000 Penalty: 4810.269043
	Iteration 1F: 3 clusters Score -1945268 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1945667.750000 Penalty: 4810.269043
	Iteration 2F: 3 clusters Score -1945668 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1946037.875000 Penalty: 4810.269043
	Iteration 3F: 3 clusters Score -1946038 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1946441.875000 Penalty: 4810.269043
	Iteration 4Q: 3 clusters Score -1946442 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1946889.250000 Penalty: 4810.269043
	Iteration 5Q: 3 clusters Score -1946889 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1947316.250000 Penalty: 4810.269043
	Iteration 6Q: 3 clusters Score -1947316 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1947629.500000 Penalty: 4810.269043
	Iteration 7Q: 3 clusters Score -1947630 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1947877.125000 Penalty: 4810.269043
	Iteration 8Q: 3 clusters Score -1947877 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1948081.500000 Penalty: 4810.269043
	Iteration 9Q: 3 clusters Score -1948082 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1948235.625000 Penalty: 4810.269043
	Iteration 10Q: 3 clusters Score -1948236 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1948368.375000 Penalty: 4810.269043
	Iteration 11Q: 3 clusters Score -1948368 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1948522.625000 Penalty: 4810.269043
	Iteration 12Q: 3 clusters Score -1948523 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1948658.750000 Penalty: 4810.269043
	Iteration 13Q: 3 clusters Score -1948659 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1948813.125000 Penalty: 4810.269043
	Iteration 14Q: 3 clusters Score -1948813 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1948955.500000 Penalty: 4810.269043
	Iteration 15Q: 3 clusters Score -1948956 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1949108.875000 Penalty: 4810.269043
	Iteration 16Q: 3 clusters Score -1949109 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1949284.000000 Penalty: 4810.269043
	Iteration 17Q: 3 clusters Score -1949284 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1949450.125000 Penalty: 4810.269043
	Iteration 18Q: 3 clusters Score -1949450 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1949602.750000 Penalty: 4810.269043
	Iteration 19Q: 3 clusters Score -1949603 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1949767.875000 Penalty: 4810.269043
	Iteration 20F: 3 clusters Score -1949768 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1949941.250000 Penalty: 4810.269043
	Iteration 21Q: 3 clusters Score -1949941 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1950105.750000 Penalty: 4810.269043
	Iteration 22Q: 3 clusters Score -1950106 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1950317.750000 Penalty: 4810.269043
	Iteration 23Q: 3 clusters Score -1950318 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1950504.375000 Penalty: 4810.269043
	Iteration 24Q: 3 clusters Score -1950504 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1950706.250000 Penalty: 4810.269043
	Iteration 25Q: 3 clusters Score -1950706 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1950855.750000 Penalty: 4810.269043
	Iteration 26Q: 3 clusters Score -1950856 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1951020.125000 Penalty: 4810.269043
	Iteration 27Q: 3 clusters Score -1951020 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1951151.500000 Penalty: 4810.269043
	Iteration 28Q: 3 clusters Score -1951152 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1951257.375000 Penalty: 4810.269043
	Iteration 29Q: 3 clusters Score -1951257 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1951338.750000 Penalty: 4810.269043
	Iteration 30Q: 3 clusters Score -1951339 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1951395.000000 Penalty: 4810.269043
	Iteration 31Q: 3 clusters Score -1951395 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1951443.375000 Penalty: 4810.269043
	Iteration 32Q: 3 clusters Score -1951443 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1951498.000000 Penalty: 4810.269043
	Iteration 33Q: 3 clusters Score -1951498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1951543.250000 Penalty: 4810.269043
	Iteration 34Q: 3 clusters Score -1951543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1951580.250000 Penalty: 4810.269043
	Iteration 35Q: 3 clusters Score -1951580 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1951602.750000 Penalty: 4810.269043
	Iteration 36Q: 3 clusters Score -1951603 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1951621.500000 Penalty: 4810.269043
	Iteration 37Q: 3 clusters Score -1951622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1951636.500000 Penalty: 4810.269043
	Iteration 38Q: 3 clusters Score -1951636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1951647.125000 Penalty: 4810.269043
	Iteration 39Q: 3 clusters Score -1951647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1951657.250000 Penalty: 4810.269043
	Iteration 40F: 3 clusters Score -1951657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1951663.875000 Penalty: 4810.269043
	Iteration 41Q: 3 clusters Score -1951664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1951670.000000 Penalty: 4810.269043
	Iteration 42Q: 3 clusters Score -1951670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1951673.875000 Penalty: 4810.269043
	Iteration 43Q: 3 clusters Score -1951674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1951680.875000 Penalty: 4810.269043
	Iteration 44Q: 3 clusters Score -1951681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1951688.875000 Penalty: 4810.269043
	Iteration 45Q: 3 clusters Score -1951689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1951699.125000 Penalty: 4810.269043
	Iteration 46Q: 3 clusters Score -1951699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1951704.500000 Penalty: 4810.269043
	Iteration 47Q: 3 clusters Score -1951704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1951710.250000 Penalty: 4810.269043
	Iteration 48Q: 3 clusters Score -1951710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1951715.875000 Penalty: 4810.269043
	Iteration 49Q: 3 clusters Score -1951716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1951721.750000 Penalty: 4810.269043
	Iteration 50Q: 3 clusters Score -1951722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1951720.875000 Penalty: 4810.269043
	Iteration 51Q: 3 clusters Score -1951721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1951725.625000 Penalty: 4810.269043
	Iteration 52Q: 3 clusters Score -1951726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1951728.500000 Penalty: 4810.269043
	Iteration 53Q: 3 clusters Score -1951728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1951723.125000 Penalty: 4810.269043
	Iteration 54Q: 3 clusters Score -1951723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1951727.500000 Penalty: 4810.269043
	Iteration 55Q: 3 clusters Score -1951728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1951729.125000 Penalty: 4810.269043
	Iteration 56Q: 3 clusters Score -1951729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1951727.500000 Penalty: 4810.269043
	Iteration 57Q: 3 clusters Score -1951728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1951728.500000 Penalty: 4810.269043
	Iteration 58Q: 3 clusters Score -1951728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1951728.500000 Penalty: 4810.269043
	Iteration 59F: 3 clusters Score -1951728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Entering Unmasked Estep 
Score: -1835559.125000 Penalty: 2393.538574
	Iteration 0F: 2 clusters Score -1835559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1824351.500000 Penalty: 4787.077148
	Iteration 0F: 3 clusters Score -1824352 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1828148.125000 Penalty: 4787.077148
	Iteration 1F: 3 clusters Score -1828148 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1828970.125000 Penalty: 4787.077148
	Iteration 2F: 3 clusters Score -1828970 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1829931.875000 Penalty: 4787.077148
	Iteration 3F: 3 clusters Score -1829932 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1830920.500000 Penalty: 4787.077148
	Iteration 4F: 3 clusters Score -1830920 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1831730.125000 Penalty: 4787.077148
	Iteration 5F: 3 clusters Score -1831730 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1832289.750000 Penalty: 4787.077148
	Iteration 6F: 3 clusters Score -1832290 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1832615.000000 Penalty: 4787.077148
	Iteration 7Q: 3 clusters Score -1832615 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1832804.375000 Penalty: 4787.077148
	Iteration 8Q: 3 clusters Score -1832804 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1832913.375000 Penalty: 4787.077148
	Iteration 9Q: 3 clusters Score -1832913 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1832986.625000 Penalty: 4787.077148
	Iteration 10Q: 3 clusters Score -1832987 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1833039.625000 Penalty: 4787.077148
	Iteration 11Q: 3 clusters Score -1833040 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1833062.875000 Penalty: 4787.077148
	Iteration 12Q: 3 clusters Score -1833063 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1833095.375000 Penalty: 4787.077148
	Iteration 13Q: 3 clusters Score -1833095 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1833125.125000 Penalty: 4787.077148
	Iteration 14Q: 3 clusters Score -1833125 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1833155.000000 Penalty: 4787.077148
	Iteration 15Q: 3 clusters Score -1833155 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1833174.875000 Penalty: 4787.077148
	Iteration 16Q: 3 clusters Score -1833175 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1833186.500000 Penalty: 4787.077148
	Iteration 17Q: 3 clusters Score -1833186 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1833219.250000 Penalty: 4787.077148
	Iteration 18Q: 3 clusters Score -1833219 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1833240.125000 Penalty: 4787.077148
	Iteration 19Q: 3 clusters Score -1833240 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1833264.625000 Penalty: 4787.077148
	Iteration 20F: 3 clusters Score -1833265 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1833300.375000 Penalty: 4787.077148
	Iteration 21Q: 3 clusters Score -1833300 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1833339.625000 Penalty: 4787.077148
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1833368 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1833400 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1833431 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1833459 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1833484 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1833508 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1833539 nChanged 126
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Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1833569 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1833586 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1833602 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1833625 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1833642 nChanged 73
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Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1833657 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1833664 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1833674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1833691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1833700 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1833711 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1833722 nChanged 63
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Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1833729 nChanged 80
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Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1833745 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1833770 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1833794 nChanged 94
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Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1833830 nChanged 96
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Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1833851 nChanged 77
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Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1833858 nChanged 89
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Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1833876 nChanged 78
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Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1833890 nChanged 67
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Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1833903 nChanged 62
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Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1833908 nChanged 52
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Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1833918 nChanged 50
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Mstep: Class 1 contains 8260 members 
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	Iteration 56Q: 3 clusters Score -1833928 nChanged 56
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Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1833934 nChanged 48
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Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1833938 nChanged 66
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Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1833948 nChanged 54
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Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1833956 nChanged 51
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Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1833968 nChanged 54
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Mstep: Class 1 contains 8543 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1833977 nChanged 59
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Mstep: Class 1 contains 8600 members 
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	Iteration 63Q: 3 clusters Score -1833982 nChanged 58
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Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 6891 members 
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	Iteration 64Q: 3 clusters Score -1833993 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1834001 nChanged 57
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Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1834011 nChanged 51
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Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 6743 members 
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	Iteration 67Q: 3 clusters Score -1834018 nChanged 44
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Mstep: Class 1 contains 8840 members 
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	Iteration 68Q: 3 clusters Score -1834022 nChanged 59
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Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1834032 nChanged 48
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Mstep: Class 1 contains 8927 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1834040 nChanged 42
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Mstep: Class 1 contains 8967 members 
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	Iteration 71Q: 3 clusters Score -1834047 nChanged 53
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Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 6537 members 
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	Iteration 72Q: 3 clusters Score -1834058 nChanged 49
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Mstep: Class 1 contains 9049 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1834068 nChanged 60
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Mstep: Class 1 contains 9103 members 
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	Iteration 74Q: 3 clusters Score -1834082 nChanged 67
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Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1834099 nChanged 64
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Mstep: Class 1 contains 9214 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1834105 nChanged 59
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Mstep: Class 1 contains 9259 members 
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	Iteration 77Q: 3 clusters Score -1834119 nChanged 61
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Mstep: Class 1 contains 9310 members 
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Entering Unmasked Estep 
Score: -1834131.625000 Penalty: 4787.077148
	Iteration 78Q: 3 clusters Score -1834132 nChanged 59
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Mstep: Class 1 contains 9363 members 
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Entering Unmasked Estep 
Score: -1834141.125000 Penalty: 4787.077148
	Iteration 79Q: 3 clusters Score -1834141 nChanged 47
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Mstep: Class 1 contains 9402 members 
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Entering Unmasked Estep 
Score: -1834146.000000 Penalty: 4787.077148
	Iteration 80F: 3 clusters Score -1834146 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1834156 nChanged 35
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Mstep: Class 1 contains 9470 members 
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	Iteration 82Q: 3 clusters Score -1834159 nChanged 35
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Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1834159 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1834164.625000 Penalty: 4787.077148
	Iteration 84Q: 3 clusters Score -1834165 nChanged 33
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Mstep: Class 1 contains 9546 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1834168 nChanged 31
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Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1834173.500000 Penalty: 4787.077148
	Iteration 86Q: 3 clusters Score -1834174 nChanged 38
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Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1834183 nChanged 33
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Mstep: Class 1 contains 9614 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1834186 nChanged 27
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Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1834184 nChanged 28
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Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1834195.750000 Penalty: 4787.077148
	Iteration 90Q: 3 clusters Score -1834196 nChanged 35
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Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1834197 nChanged 29
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Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1834197 nChanged 32
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Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1834208.000000 Penalty: 4787.077148
	Iteration 93Q: 3 clusters Score -1834208 nChanged 28
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Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1834211.625000 Penalty: 4787.077148
	Iteration 94Q: 3 clusters Score -1834212 nChanged 30
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Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1834216.875000 Penalty: 4787.077148
	Iteration 95Q: 3 clusters Score -1834217 nChanged 33
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Mstep: Class 1 contains 9740 members 
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Entering Unmasked Estep 
Score: -1834223.625000 Penalty: 4787.077148
	Iteration 96Q: 3 clusters Score -1834224 nChanged 37
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Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1834234.125000 Penalty: 4787.077148
	Iteration 97Q: 3 clusters Score -1834234 nChanged 34
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Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1834232.625000 Penalty: 4787.077148
	Iteration 98Q: 3 clusters Score -1834233 nChanged 32
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Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1834237.000000 Penalty: 4787.077148
	Iteration 99Q: 3 clusters Score -1834237 nChanged 39
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Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1834243.625000 Penalty: 4787.077148
	Iteration 100F: 3 clusters Score -1834244 nChanged 42
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Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1834246.125000 Penalty: 4787.077148
	Iteration 101Q: 3 clusters Score -1834246 nChanged 45
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Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1834256.750000 Penalty: 4787.077148
	Iteration 102Q: 3 clusters Score -1834257 nChanged 39
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Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1834258.625000 Penalty: 4787.077148
	Iteration 103Q: 3 clusters Score -1834259 nChanged 42
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Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1834266.375000 Penalty: 4787.077148
	Iteration 104Q: 3 clusters Score -1834266 nChanged 46
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Mstep: Class 1 contains 9924 members 
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Entering Unmasked Estep 
Score: -1834281.375000 Penalty: 4787.077148
	Iteration 105Q: 3 clusters Score -1834281 nChanged 36
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Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1834288 nChanged 26
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Mstep: Class 1 contains 9936 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1834292 nChanged 25
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Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1834291 nChanged 31
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Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1834295.500000 Penalty: 4787.077148
	Iteration 109Q: 3 clusters Score -1834296 nChanged 30
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Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1834296 nChanged 17
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Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1834298 nChanged 21
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Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1834300.375000 Penalty: 4787.077148
	Iteration 112Q: 3 clusters Score -1834300 nChanged 26
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Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1834307.000000 Penalty: 4787.077148
	Iteration 113Q: 3 clusters Score -1834307 nChanged 20
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Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1834311.500000 Penalty: 4787.077148
	Iteration 114Q: 3 clusters Score -1834312 nChanged 22
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Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1834313.750000 Penalty: 4787.077148
	Iteration 115Q: 3 clusters Score -1834314 nChanged 26
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Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1834316.500000 Penalty: 4787.077148
	Iteration 116Q: 3 clusters Score -1834316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1834314.875000 Penalty: 4787.077148
	Iteration 117Q: 3 clusters Score -1834315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1834317.750000 Penalty: 4787.077148
	Iteration 118Q: 3 clusters Score -1834318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1834321.250000 Penalty: 4787.077148
	Iteration 119Q: 3 clusters Score -1834321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1834324.375000 Penalty: 4787.077148
	Iteration 120F: 3 clusters Score -1834324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1834331.125000 Penalty: 4787.077148
	Iteration 121Q: 3 clusters Score -1834331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1834339.000000 Penalty: 4787.077148
	Iteration 122Q: 3 clusters Score -1834339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1834340.750000 Penalty: 4787.077148
	Iteration 123Q: 3 clusters Score -1834341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1834341.250000 Penalty: 4787.077148
	Iteration 124Q: 3 clusters Score -1834341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1834343.375000 Penalty: 4787.077148
	Iteration 125Q: 3 clusters Score -1834343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1834343.500000 Penalty: 4787.077148
	Iteration 126Q: 3 clusters Score -1834344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1834345.750000 Penalty: 4787.077148
	Iteration 127Q: 3 clusters Score -1834346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1834344.625000 Penalty: 4787.077148
	Iteration 128Q: 3 clusters Score -1834345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1834348.000000 Penalty: 4787.077148
	Iteration 129Q: 3 clusters Score -1834348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1834349.750000 Penalty: 4787.077148
	Iteration 130Q: 3 clusters Score -1834350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1834348.875000 Penalty: 4787.077148
	Iteration 131Q: 3 clusters Score -1834349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1834352.625000 Penalty: 4787.077148
	Iteration 132Q: 3 clusters Score -1834353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1834350.375000 Penalty: 4787.077148
	Iteration 133Q: 3 clusters Score -1834350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1834357.625000 Penalty: 4787.077148
	Iteration 134Q: 3 clusters Score -1834358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1834360.875000 Penalty: 4787.077148
	Iteration 135Q: 3 clusters Score -1834361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1834366.375000 Penalty: 4787.077148
	Iteration 136Q: 3 clusters Score -1834366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1834367.875000 Penalty: 4787.077148
	Iteration 137Q: 3 clusters Score -1834368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1834368.125000 Penalty: 4787.077148
	Iteration 138Q: 3 clusters Score -1834368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1834371.000000 Penalty: 4787.077148
	Iteration 139Q: 3 clusters Score -1834371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1834377.875000 Penalty: 4787.077148
	Iteration 140F: 3 clusters Score -1834378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1834392.500000 Penalty: 4787.077148
	Iteration 141Q: 3 clusters Score -1834392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1834395.875000 Penalty: 4787.077148
	Iteration 142Q: 3 clusters Score -1834396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1834405.625000 Penalty: 4787.077148
	Iteration 143Q: 3 clusters Score -1834406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1834407.500000 Penalty: 4787.077148
	Iteration 144Q: 3 clusters Score -1834408 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1834426.125000 Penalty: 4787.077148
	Iteration 145Q: 3 clusters Score -1834426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1834446.250000 Penalty: 4787.077148
	Iteration 146Q: 3 clusters Score -1834446 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1834476.125000 Penalty: 4787.077148
	Iteration 147Q: 3 clusters Score -1834476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1834518.250000 Penalty: 4787.077148
	Iteration 148Q: 3 clusters Score -1834518 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1834576.500000 Penalty: 4787.077148
	Iteration 149Q: 3 clusters Score -1834576 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1834651.500000 Penalty: 4787.077148
	Iteration 150Q: 3 clusters Score -1834652 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1834766.500000 Penalty: 4787.077148
	Iteration 151Q: 3 clusters Score -1834766 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1834927.000000 Penalty: 4787.077148
	Iteration 152Q: 3 clusters Score -1834927 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1835162.375000 Penalty: 4787.077148
	Iteration 153Q: 3 clusters Score -1835162 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1835428.625000 Penalty: 4787.077148
	Iteration 154Q: 3 clusters Score -1835429 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1835628.625000 Penalty: 4787.077148
	Iteration 155Q: 3 clusters Score -1835629 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1835720.375000 Penalty: 4787.077148
	Iteration 156Q: 3 clusters Score -1835720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1835767.375000 Penalty: 4787.077148
	Iteration 157Q: 3 clusters Score -1835767 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1835789.125000 Penalty: 4787.077148
	Iteration 158Q: 3 clusters Score -1835789 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1835811.125000 Penalty: 4787.077148
	Iteration 159Q: 3 clusters Score -1835811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1835834.750000 Penalty: 4787.077148
	Iteration 160F: 3 clusters Score -1835835 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1835853.375000 Penalty: 4787.077148
	Iteration 161Q: 3 clusters Score -1835853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1835869.750000 Penalty: 4787.077148
	Iteration 162Q: 3 clusters Score -1835870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1835894.500000 Penalty: 4787.077148
	Iteration 163Q: 3 clusters Score -1835894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1835917.000000 Penalty: 4787.077148
	Iteration 164Q: 3 clusters Score -1835917 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1835950.250000 Penalty: 4787.077148
	Iteration 165Q: 3 clusters Score -1835950 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1835974.625000 Penalty: 4787.077148
	Iteration 166Q: 3 clusters Score -1835975 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1836015.375000 Penalty: 4787.077148
	Iteration 167Q: 3 clusters Score -1836015 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1836042.875000 Penalty: 4787.077148
	Iteration 168Q: 3 clusters Score -1836043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1836071.750000 Penalty: 4787.077148
	Iteration 169Q: 3 clusters Score -1836072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1836095.750000 Penalty: 4787.077148
	Iteration 170Q: 3 clusters Score -1836096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1836117.250000 Penalty: 4787.077148
	Iteration 171Q: 3 clusters Score -1836117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1836127.375000 Penalty: 4787.077148
	Iteration 172Q: 3 clusters Score -1836127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1836139.000000 Penalty: 4787.077148
	Iteration 173Q: 3 clusters Score -1836139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1836148.750000 Penalty: 4787.077148
	Iteration 174Q: 3 clusters Score -1836149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1836156.000000 Penalty: 4787.077148
	Iteration 175Q: 3 clusters Score -1836156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1836160.750000 Penalty: 4787.077148
	Iteration 176Q: 3 clusters Score -1836161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1836157.750000 Penalty: 4787.077148
	Iteration 177Q: 3 clusters Score -1836158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1836162.875000 Penalty: 4787.077148
	Iteration 178Q: 3 clusters Score -1836163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1836159.000000 Penalty: 4787.077148
	Iteration 179Q: 3 clusters Score -1836159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1836168.125000 Penalty: 4787.077148
	Iteration 180F: 3 clusters Score -1836168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1836176.375000 Penalty: 4787.077148
	Iteration 181Q: 3 clusters Score -1836176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1836177.500000 Penalty: 4787.077148
	Iteration 182Q: 3 clusters Score -1836178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1836178.125000 Penalty: 4787.077148
	Iteration 183Q: 3 clusters Score -1836178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1836177.500000 Penalty: 4787.077148
	Iteration 184Q: 3 clusters Score -1836178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1836180.250000 Penalty: 4787.077148
	Iteration 185Q: 3 clusters Score -1836180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1836180.250000 Penalty: 4787.077148
	Iteration 186F: 3 clusters Score -1836180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12744 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94243 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 10399 members 
Mstep: Class 35 contains 96430 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6702 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6090 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24358 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Mstep: Class 82 contains 5144 members 
Entering Unmasked Estep 
Score: -154540288.000000 Penalty: 286492.562500
Splitting cluster 34 changes total score from -154541104.000000 to -154540288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (96430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Entering Unmasked Estep 
Score: -11742815.000000 Penalty: 2846.190186
	Iteration 0F: 2 clusters Score -1.174282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -11678450.000000 Penalty: 5692.380371
	Iteration 0F: 3 clusters Score -1.167845e+07 nChanged 45665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -11704574.000000 Penalty: 5692.380371
	Iteration 1F: 3 clusters Score -1.170457e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -11705966.000000 Penalty: 5692.380371
	Iteration 2Q: 3 clusters Score -1.170597e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -11708175.000000 Penalty: 5692.380371
	Iteration 3Q: 3 clusters Score -1.170818e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -11711031.000000 Penalty: 5692.380371
	Iteration 4F: 3 clusters Score -1.171103e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -11714174.000000 Penalty: 5692.380371
	Iteration 5F: 3 clusters Score -1.171417e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -11716913.000000 Penalty: 5692.380371
	Iteration 6F: 3 clusters Score -1.171691e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -11719038.000000 Penalty: 5692.380371
	Iteration 7F: 3 clusters Score -1.171904e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -11720641.000000 Penalty: 5692.380371
	Iteration 8Q: 3 clusters Score -1.172064e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -11721933.000000 Penalty: 5692.380371
	Iteration 9Q: 3 clusters Score -1.172193e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -11723111.000000 Penalty: 5692.380371
	Iteration 10Q: 3 clusters Score -1.172311e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -11724162.000000 Penalty: 5692.380371
	Iteration 11Q: 3 clusters Score -1.172416e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -11725565.000000 Penalty: 5692.380371
	Iteration 12Q: 3 clusters Score -1.172556e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -11727212.000000 Penalty: 5692.380371
	Iteration 13Q: 3 clusters Score -1.172721e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -11729346.000000 Penalty: 5692.380371
	Iteration 14Q: 3 clusters Score -1.172935e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85212 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -11731730.000000 Penalty: 5692.380371
	Iteration 15Q: 3 clusters Score -1.173173e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88640 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -11734247.000000 Penalty: 5692.380371
	Iteration 16Q: 3 clusters Score -1.173425e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -11736585.000000 Penalty: 5692.380371
	Iteration 17Q: 3 clusters Score -1.173658e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11738306.000000 Penalty: 5692.380371
	Iteration 18Q: 3 clusters Score -1.173831e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94644 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -11739131.000000 Penalty: 5692.380371
	Iteration 19Q: 3 clusters Score -1.173913e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95241 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -11739647.000000 Penalty: 5692.380371
	Iteration 20F: 3 clusters Score -1.173965e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95608 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11739957.000000 Penalty: 5692.380371
	Iteration 21Q: 3 clusters Score -1.173996e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95783 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11740080.000000 Penalty: 5692.380371
	Iteration 22Q: 3 clusters Score -1.174008e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95871 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11740190.000000 Penalty: 5692.380371
	Iteration 23Q: 3 clusters Score -1.174019e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95923 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11740214.000000 Penalty: 5692.380371
	Iteration 24Q: 3 clusters Score -1.174021e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95952 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11740256.000000 Penalty: 5692.380371
	Iteration 25Q: 3 clusters Score -1.174026e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95975 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11740280.000000 Penalty: 5692.380371
	Iteration 26Q: 3 clusters Score -1.174028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95980 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11740294.000000 Penalty: 5692.380371
	Iteration 27Q: 3 clusters Score -1.174029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11740296.000000 Penalty: 5692.380371
	Iteration 28Q: 3 clusters Score -1.17403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95996 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11740306.000000 Penalty: 5692.380371
	Iteration 29Q: 3 clusters Score -1.174031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95998 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11740306.000000 Penalty: 5692.380371
	Iteration 30Q: 3 clusters Score -1.174031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11740305.000000 Penalty: 5692.380371
	Iteration 31Q: 3 clusters Score -1.17403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11740305.000000 Penalty: 5692.380371
	Iteration 32Q: 3 clusters Score -1.17403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11740309.000000 Penalty: 5692.380371
	Iteration 33Q: 3 clusters Score -1.174031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -11740303.000000 Penalty: 5692.380371
	Iteration 34Q: 3 clusters Score -1.17403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96005 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11740309.000000 Penalty: 5692.380371
	Iteration 35Q: 3 clusters Score -1.174031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96005 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11740306.000000 Penalty: 5692.380371
	Iteration 36Q: 3 clusters Score -1.174031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96004 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11740314.000000 Penalty: 5692.380371
	Iteration 37Q: 3 clusters Score -1.174031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96005 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11740314.000000 Penalty: 5692.380371
	Iteration 38Q: 3 clusters Score -1.174031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96005 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11740309.000000 Penalty: 5692.380371
	Iteration 39Q: 3 clusters Score -1.174031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11740320.000000 Penalty: 5692.380371
	Iteration 40F: 3 clusters Score -1.174032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11740318.000000 Penalty: 5692.380371
	Iteration 41Q: 3 clusters Score -1.174032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96008 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -11740315.000000 Penalty: 5692.380371
	Iteration 42Q: 3 clusters Score -1.174032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11740333.000000 Penalty: 5692.380371
	Iteration 43Q: 3 clusters Score -1.174033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96019 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -11740341.000000 Penalty: 5692.380371
	Iteration 44Q: 3 clusters Score -1.174034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11740351.000000 Penalty: 5692.380371
	Iteration 45Q: 3 clusters Score -1.174035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96027 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11740357.000000 Penalty: 5692.380371
	Iteration 46Q: 3 clusters Score -1.174036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11740362.000000 Penalty: 5692.380371
	Iteration 47Q: 3 clusters Score -1.174036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -11740363.000000 Penalty: 5692.380371
	Iteration 48Q: 3 clusters Score -1.174036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96037 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -11740361.000000 Penalty: 5692.380371
	Iteration 49Q: 3 clusters Score -1.174036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11740367.000000 Penalty: 5692.380371
	Iteration 50Q: 3 clusters Score -1.174037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11740371.000000 Penalty: 5692.380371
	Iteration 51Q: 3 clusters Score -1.174037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -11740382.000000 Penalty: 5692.380371
	Iteration 52Q: 3 clusters Score -1.174038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -11740382.000000 Penalty: 5692.380371
	Iteration 53Q: 3 clusters Score -1.174038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -11740381.000000 Penalty: 5692.380371
	Iteration 54Q: 3 clusters Score -1.174038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -11740381.000000 Penalty: 5692.380371
	Iteration 55F: 3 clusters Score -1.174038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (32346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Entering Unmasked Estep 
Score: -3925782.000000 Penalty: 2575.292969
	Iteration 0F: 2 clusters Score -3925782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3903594.500000 Penalty: 5150.585938
	Iteration 0F: 3 clusters Score -3903594 nChanged 14849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3911914.000000 Penalty: 5150.585938
	Iteration 1F: 3 clusters Score -3911914 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3912643.750000 Penalty: 5150.585938
	Iteration 2F: 3 clusters Score -3912644 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3913712.000000 Penalty: 5150.585938
	Iteration 3F: 3 clusters Score -3913712 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3915310.000000 Penalty: 5150.585938
	Iteration 4F: 3 clusters Score -3915310 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3917589.750000 Penalty: 5150.585938
	Iteration 5F: 3 clusters Score -3917590 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3920155.000000 Penalty: 5150.585938
	Iteration 6F: 3 clusters Score -3920155 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3922220.000000 Penalty: 5150.585938
	Iteration 7F: 3 clusters Score -3922220 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3923792.750000 Penalty: 5150.585938
	Iteration 8Q: 3 clusters Score -3923793 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3924736.250000 Penalty: 5150.585938
	Iteration 9Q: 3 clusters Score -3924736 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3925172.500000 Penalty: 5150.585938
	Iteration 10Q: 3 clusters Score -3925172 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3925385.750000 Penalty: 5150.585938
	Iteration 11Q: 3 clusters Score -3925386 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3925505.500000 Penalty: 5150.585938
	Iteration 12Q: 3 clusters Score -3925506 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3925580.000000 Penalty: 5150.585938
	Iteration 13Q: 3 clusters Score -3925580 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3925614.500000 Penalty: 5150.585938
	Iteration 14Q: 3 clusters Score -3925614 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3925646.750000 Penalty: 5150.585938
	Iteration 15Q: 3 clusters Score -3925647 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3925668.250000 Penalty: 5150.585938
	Iteration 16Q: 3 clusters Score -3925668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3925674.500000 Penalty: 5150.585938
	Iteration 17Q: 3 clusters Score -3925674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3925674.750000 Penalty: 5150.585938
	Iteration 18Q: 3 clusters Score -3925675 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3925681.250000 Penalty: 5150.585938
	Iteration 19Q: 3 clusters Score -3925681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3925687.500000 Penalty: 5150.585938
	Iteration 20F: 3 clusters Score -3925688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3925700.750000 Penalty: 5150.585938
	Iteration 21Q: 3 clusters Score -3925701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3925694.500000 Penalty: 5150.585938
	Iteration 22Q: 3 clusters Score -3925694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3925699.000000 Penalty: 5150.585938
	Iteration 23Q: 3 clusters Score -3925699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3925699.500000 Penalty: 5150.585938
	Iteration 24Q: 3 clusters Score -3925700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3925698.000000 Penalty: 5150.585938
	Iteration 25Q: 3 clusters Score -3925698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3925694.000000 Penalty: 5150.585938
	Iteration 26Q: 3 clusters Score -3925694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3925692.250000 Penalty: 5150.585938
	Iteration 27Q: 3 clusters Score -3925692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3925697.000000 Penalty: 5150.585938
	Iteration 28Q: 3 clusters Score -3925697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3925705.250000 Penalty: 5150.585938
	Iteration 29Q: 3 clusters Score -3925705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3925705.500000 Penalty: 5150.585938
	Iteration 30Q: 3 clusters Score -3925706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3925704.500000 Penalty: 5150.585938
	Iteration 31Q: 3 clusters Score -3925704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3925704.500000 Penalty: 5150.585938
	Iteration 32Q: 3 clusters Score -3925704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3925704.500000 Penalty: 5150.585938
	Iteration 33F: 3 clusters Score -3925704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Entering Unmasked Estep 
Score: -773592.187500 Penalty: 2184.920166
	Iteration 0F: 2 clusters Score -773592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -767984.312500 Penalty: 4369.840332
	Iteration 0F: 3 clusters Score -767984.3 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -769607.687500 Penalty: 4369.840332
	Iteration 1F: 3 clusters Score -769607.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -769944.250000 Penalty: 4369.840332
	Iteration 2F: 3 clusters Score -769944.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -770202.312500 Penalty: 4369.840332
	Iteration 3F: 3 clusters Score -770202.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -770414.875000 Penalty: 4369.840332
	Iteration 4Q: 3 clusters Score -770414.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -770571.000000 Penalty: 4369.840332
	Iteration 5Q: 3 clusters Score -770571 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -770713.625000 Penalty: 4369.840332
	Iteration 6Q: 3 clusters Score -770713.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -770841.125000 Penalty: 4369.840332
	Iteration 7Q: 3 clusters Score -770841.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -770966.500000 Penalty: 4369.840332
	Iteration 8Q: 3 clusters Score -770966.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -771064.562500 Penalty: 4369.840332
	Iteration 9Q: 3 clusters Score -771064.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -771131.437500 Penalty: 4369.840332
	Iteration 10Q: 3 clusters Score -771131.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -771188.250000 Penalty: 4369.840332
	Iteration 11Q: 3 clusters Score -771188.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -771234.812500 Penalty: 4369.840332
	Iteration 12Q: 3 clusters Score -771234.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -771267.062500 Penalty: 4369.840332
	Iteration 13Q: 3 clusters Score -771267.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -771292.062500 Penalty: 4369.840332
	Iteration 14Q: 3 clusters Score -771292.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -771317.937500 Penalty: 4369.840332
	Iteration 15Q: 3 clusters Score -771317.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -771338.437500 Penalty: 4369.840332
	Iteration 16Q: 3 clusters Score -771338.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -771354.625000 Penalty: 4369.840332
	Iteration 17Q: 3 clusters Score -771354.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -771373.000000 Penalty: 4369.840332
	Iteration 18Q: 3 clusters Score -771373 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -771403.312500 Penalty: 4369.840332
	Iteration 19Q: 3 clusters Score -771403.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -771432.062500 Penalty: 4369.840332
	Iteration 20F: 3 clusters Score -771432.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -771456.687500 Penalty: 4369.840332
	Iteration 21Q: 3 clusters Score -771456.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -771487.812500 Penalty: 4369.840332
	Iteration 22Q: 3 clusters Score -771487.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -771508.937500 Penalty: 4369.840332
	Iteration 23Q: 3 clusters Score -771508.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -771527.812500 Penalty: 4369.840332
	Iteration 24Q: 3 clusters Score -771527.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -771544.812500 Penalty: 4369.840332
	Iteration 25Q: 3 clusters Score -771544.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -771559.125000 Penalty: 4369.840332
	Iteration 26Q: 3 clusters Score -771559.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -771566.875000 Penalty: 4369.840332
	Iteration 27Q: 3 clusters Score -771566.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -771571.437500 Penalty: 4369.840332
	Iteration 28Q: 3 clusters Score -771571.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -771575.312500 Penalty: 4369.840332
	Iteration 29Q: 3 clusters Score -771575.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -771579.687500 Penalty: 4369.840332
	Iteration 30Q: 3 clusters Score -771579.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -771589.062500 Penalty: 4369.840332
	Iteration 31Q: 3 clusters Score -771589.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -771592.625000 Penalty: 4369.840332
	Iteration 32Q: 3 clusters Score -771592.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -771601.937500 Penalty: 4369.840332
	Iteration 33Q: 3 clusters Score -771601.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -771610.312500 Penalty: 4369.840332
	Iteration 34Q: 3 clusters Score -771610.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -771618.937500 Penalty: 4369.840332
	Iteration 35Q: 3 clusters Score -771618.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -771623.375000 Penalty: 4369.840332
	Iteration 36Q: 3 clusters Score -771623.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -771628.500000 Penalty: 4369.840332
	Iteration 37Q: 3 clusters Score -771628.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -771632.875000 Penalty: 4369.840332
	Iteration 38Q: 3 clusters Score -771632.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -771640.000000 Penalty: 4369.840332
	Iteration 39Q: 3 clusters Score -771640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -771653.250000 Penalty: 4369.840332
	Iteration 40F: 3 clusters Score -771653.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -771660.687500 Penalty: 4369.840332
	Iteration 41Q: 3 clusters Score -771660.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -771671.625000 Penalty: 4369.840332
	Iteration 42Q: 3 clusters Score -771671.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -771683.062500 Penalty: 4369.840332
	Iteration 43Q: 3 clusters Score -771683.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -771695.562500 Penalty: 4369.840332
	Iteration 44Q: 3 clusters Score -771695.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -771705.187500 Penalty: 4369.840332
	Iteration 45Q: 3 clusters Score -771705.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -771714.500000 Penalty: 4369.840332
	Iteration 46Q: 3 clusters Score -771714.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -771725.875000 Penalty: 4369.840332
	Iteration 47Q: 3 clusters Score -771725.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -771746.500000 Penalty: 4369.840332
	Iteration 48Q: 3 clusters Score -771746.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -771767.312500 Penalty: 4369.840332
	Iteration 49Q: 3 clusters Score -771767.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -771786.937500 Penalty: 4369.840332
	Iteration 50Q: 3 clusters Score -771786.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -771806.375000 Penalty: 4369.840332
	Iteration 51Q: 3 clusters Score -771806.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -771826.562500 Penalty: 4369.840332
	Iteration 52Q: 3 clusters Score -771826.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -771859.125000 Penalty: 4369.840332
	Iteration 53Q: 3 clusters Score -771859.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -771894.500000 Penalty: 4369.840332
	Iteration 54Q: 3 clusters Score -771894.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -771937.187500 Penalty: 4369.840332
	Iteration 55Q: 3 clusters Score -771937.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -771989.750000 Penalty: 4369.840332
	Iteration 56Q: 3 clusters Score -771989.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -772041.625000 Penalty: 4369.840332
	Iteration 57Q: 3 clusters Score -772041.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -772084.437500 Penalty: 4369.840332
	Iteration 58Q: 3 clusters Score -772084.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -772123.562500 Penalty: 4369.840332
	Iteration 59Q: 3 clusters Score -772123.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -772154.562500 Penalty: 4369.840332
	Iteration 60F: 3 clusters Score -772154.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -772184.500000 Penalty: 4369.840332
	Iteration 61Q: 3 clusters Score -772184.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -772205.000000 Penalty: 4369.840332
	Iteration 62Q: 3 clusters Score -772205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -772220.750000 Penalty: 4369.840332
	Iteration 63Q: 3 clusters Score -772220.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -772240.250000 Penalty: 4369.840332
	Iteration 64Q: 3 clusters Score -772240.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -772258.125000 Penalty: 4369.840332
	Iteration 65Q: 3 clusters Score -772258.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -772276.125000 Penalty: 4369.840332
	Iteration 66Q: 3 clusters Score -772276.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -772290.500000 Penalty: 4369.840332
	Iteration 67Q: 3 clusters Score -772290.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -772304.187500 Penalty: 4369.840332
	Iteration 68Q: 3 clusters Score -772304.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -772314.562500 Penalty: 4369.840332
	Iteration 69Q: 3 clusters Score -772314.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -772333.312500 Penalty: 4369.840332
	Iteration 70Q: 3 clusters Score -772333.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -772347.062500 Penalty: 4369.840332
	Iteration 71Q: 3 clusters Score -772347.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -772366.625000 Penalty: 4369.840332
	Iteration 72Q: 3 clusters Score -772366.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -772389.812500 Penalty: 4369.840332
	Iteration 73Q: 3 clusters Score -772389.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -772429.625000 Penalty: 4369.840332
	Iteration 74Q: 3 clusters Score -772429.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -772493.750000 Penalty: 4369.840332
	Iteration 75Q: 3 clusters Score -772493.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -772594.625000 Penalty: 4369.840332
	Iteration 76Q: 3 clusters Score -772594.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -772688.375000 Penalty: 4369.840332
	Iteration 77Q: 3 clusters Score -772688.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -772732.625000 Penalty: 4369.840332
	Iteration 78Q: 3 clusters Score -772732.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -772765.687500 Penalty: 4369.840332
	Iteration 79Q: 3 clusters Score -772765.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -772781.312500 Penalty: 4369.840332
	Iteration 80F: 3 clusters Score -772781.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -772790.500000 Penalty: 4369.840332
	Iteration 81Q: 3 clusters Score -772790.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -772799.500000 Penalty: 4369.840332
	Iteration 82Q: 3 clusters Score -772799.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -772803.875000 Penalty: 4369.840332
	Iteration 83Q: 3 clusters Score -772803.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -772810.750000 Penalty: 4369.840332
	Iteration 84Q: 3 clusters Score -772810.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -772814.375000 Penalty: 4369.840332
	Iteration 85Q: 3 clusters Score -772814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -772821.437500 Penalty: 4369.840332
	Iteration 86Q: 3 clusters Score -772821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -772823.437500 Penalty: 4369.840332
	Iteration 87Q: 3 clusters Score -772823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -772825.937500 Penalty: 4369.840332
	Iteration 88Q: 3 clusters Score -772825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -772826.187500 Penalty: 4369.840332
	Iteration 89Q: 3 clusters Score -772826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -772825.875000 Penalty: 4369.840332
	Iteration 90Q: 3 clusters Score -772825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -772825.875000 Penalty: 4369.840332
	Iteration 91F: 3 clusters Score -772825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Entering Unmasked Estep 
Score: -472112.968750 Penalty: 1982.585205
	Iteration 0F: 2 clusters Score -472113 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 1486 members 
Entering Unmasked Estep 
Score: -468859.062500 Penalty: 3965.170410
	Iteration 0F: 3 clusters Score -468859.1 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -469580.687500 Penalty: 3965.170410
	Iteration 1F: 3 clusters Score -469580.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -469847.375000 Penalty: 3965.170410
	Iteration 2F: 3 clusters Score -469847.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -470028.843750 Penalty: 3965.170410
	Iteration 3F: 3 clusters Score -470028.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -470207.250000 Penalty: 3965.170410
	Iteration 4Q: 3 clusters Score -470207.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -470397.593750 Penalty: 3965.170410
	Iteration 5Q: 3 clusters Score -470397.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -470572.843750 Penalty: 3965.170410
	Iteration 6Q: 3 clusters Score -470572.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -470782.656250 Penalty: 3965.170410
	Iteration 7F: 3 clusters Score -470782.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -471002.218750 Penalty: 3965.170410
	Iteration 8F: 3 clusters Score -471002.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -471166.312500 Penalty: 3965.170410
	Iteration 9Q: 3 clusters Score -471166.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -471288.031250 Penalty: 3965.170410
	Iteration 10Q: 3 clusters Score -471288 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -471360.750000 Penalty: 3965.170410
	Iteration 11Q: 3 clusters Score -471360.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -471396.937500 Penalty: 3965.170410
	Iteration 12Q: 3 clusters Score -471396.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -471419.875000 Penalty: 3965.170410
	Iteration 13Q: 3 clusters Score -471419.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -471441.625000 Penalty: 3965.170410
	Iteration 14Q: 3 clusters Score -471441.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -471456.031250 Penalty: 3965.170410
	Iteration 15Q: 3 clusters Score -471456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -471464.812500 Penalty: 3965.170410
	Iteration 16Q: 3 clusters Score -471464.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -471468.593750 Penalty: 3965.170410
	Iteration 17Q: 3 clusters Score -471468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -471469.843750 Penalty: 3965.170410
	Iteration 18Q: 3 clusters Score -471469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -471470.750000 Penalty: 3965.170410
	Iteration 19Q: 3 clusters Score -471470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -471472.093750 Penalty: 3965.170410
	Iteration 20F: 3 clusters Score -471472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -471473.093750 Penalty: 3965.170410
	Iteration 21Q: 3 clusters Score -471473.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -471474.031250 Penalty: 3965.170410
	Iteration 22Q: 3 clusters Score -471474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -471474.031250 Penalty: 3965.170410
	Iteration 23F: 3 clusters Score -471474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -41279.917969 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -41279.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39856.531250 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -39856.53 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40228.160156 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -40228.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40337.679688 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -40337.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40389.804688 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -40389.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40427.222656 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -40427.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40482.238281 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -40482.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40528.171875 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -40528.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40571.984375 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -40571.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40585.515625 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -40585.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40601.316406 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -40601.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40607.890625 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -40607.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40619.375000 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -40619.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40627.300781 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -40627.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40644.699219 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -40644.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40647.445312 Penalty: 3088.362305
	Iteration 14Q: 3 clusters Score -40647.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40647.667969 Penalty: 3088.362305
	Iteration 15Q: 3 clusters Score -40647.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40648.261719 Penalty: 3088.362305
	Iteration 16Q: 3 clusters Score -40648.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40648.261719 Penalty: 3088.362305
	Iteration 17F: 3 clusters Score -40648.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -284051.750000 Penalty: 1933.116089
	Iteration 0F: 2 clusters Score -284051.8 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 1213 members 
Entering Unmasked Estep 
Score: -281190.500000 Penalty: 3866.232178
	Iteration 0F: 3 clusters Score -281190.5 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -281901.593750 Penalty: 3866.232178
	Iteration 1F: 3 clusters Score -281901.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -282158.406250 Penalty: 3866.232178
	Iteration 2F: 3 clusters Score -282158.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -282368.125000 Penalty: 3866.232178
	Iteration 3F: 3 clusters Score -282368.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -282514.687500 Penalty: 3866.232178
	Iteration 4F: 3 clusters Score -282514.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -282610.312500 Penalty: 3866.232178
	Iteration 5Q: 3 clusters Score -282610.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -282663.843750 Penalty: 3866.232178
	Iteration 6Q: 3 clusters Score -282663.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -282703.437500 Penalty: 3866.232178
	Iteration 7Q: 3 clusters Score -282703.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -282732.281250 Penalty: 3866.232178
	Iteration 8Q: 3 clusters Score -282732.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -282746.468750 Penalty: 3866.232178
	Iteration 9Q: 3 clusters Score -282746.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -282758.218750 Penalty: 3866.232178
	Iteration 10Q: 3 clusters Score -282758.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -282765.343750 Penalty: 3866.232178
	Iteration 11Q: 3 clusters Score -282765.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -282772.343750 Penalty: 3866.232178
	Iteration 12Q: 3 clusters Score -282772.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -282777.218750 Penalty: 3866.232178
	Iteration 13Q: 3 clusters Score -282777.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -282780.562500 Penalty: 3866.232178
	Iteration 14Q: 3 clusters Score -282780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -282782.375000 Penalty: 3866.232178
	Iteration 15Q: 3 clusters Score -282782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -282782.781250 Penalty: 3866.232178
	Iteration 16Q: 3 clusters Score -282782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -282783.468750 Penalty: 3866.232178
	Iteration 17Q: 3 clusters Score -282783.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -282785.250000 Penalty: 3866.232178
	Iteration 18Q: 3 clusters Score -282785.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -282785.312500 Penalty: 3866.232178
	Iteration 19Q: 3 clusters Score -282785.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -282785.312500 Penalty: 3866.232178
	Iteration 20F: 3 clusters Score -282785.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Entering Unmasked Estep 
Score: -1041921.625000 Penalty: 2249.056641
	Iteration 0F: 2 clusters Score -1041922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1035186.000000 Penalty: 4498.113281
	Iteration 0F: 3 clusters Score -1035186 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1037024.250000 Penalty: 4498.113281
	Iteration 1F: 3 clusters Score -1037024 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1037249.500000 Penalty: 4498.113281
	Iteration 2F: 3 clusters Score -1037250 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1037427.187500 Penalty: 4498.113281
	Iteration 3Q: 3 clusters Score -1037427 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1037583.000000 Penalty: 4498.113281
	Iteration 4Q: 3 clusters Score -1037583 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1037711.437500 Penalty: 4498.113281
	Iteration 5Q: 3 clusters Score -1037711 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1037817.375000 Penalty: 4498.113281
	Iteration 6Q: 3 clusters Score -1037817 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1037933.312500 Penalty: 4498.113281
	Iteration 7Q: 3 clusters Score -1037933 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1038069.875000 Penalty: 4498.113281
	Iteration 8Q: 3 clusters Score -1038070 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1038244.000000 Penalty: 4498.113281
	Iteration 9Q: 3 clusters Score -1038244 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1038450.312500 Penalty: 4498.113281
	Iteration 10Q: 3 clusters Score -1038450 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1038691.187500 Penalty: 4498.113281
	Iteration 11Q: 3 clusters Score -1038691 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1038992.687500 Penalty: 4498.113281
	Iteration 12Q: 3 clusters Score -1038993 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1039300.562500 Penalty: 4498.113281
	Iteration 13Q: 3 clusters Score -1039301 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1039543.500000 Penalty: 4498.113281
	Iteration 14Q: 3 clusters Score -1039544 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1039724.875000 Penalty: 4498.113281
	Iteration 15Q: 3 clusters Score -1039725 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1039846.125000 Penalty: 4498.113281
	Iteration 16Q: 3 clusters Score -1039846 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1039918.937500 Penalty: 4498.113281
	Iteration 17Q: 3 clusters Score -1039919 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1039971.375000 Penalty: 4498.113281
	Iteration 18Q: 3 clusters Score -1039971 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1040002.875000 Penalty: 4498.113281
	Iteration 19Q: 3 clusters Score -1040003 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1040026.750000 Penalty: 4498.113281
	Iteration 20F: 3 clusters Score -1040027 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1040040.437500 Penalty: 4498.113281
	Iteration 21Q: 3 clusters Score -1040040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1040055.187500 Penalty: 4498.113281
	Iteration 22Q: 3 clusters Score -1040055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1040067.000000 Penalty: 4498.113281
	Iteration 23Q: 3 clusters Score -1040067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1040075.875000 Penalty: 4498.113281
	Iteration 24Q: 3 clusters Score -1040076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1040079.187500 Penalty: 4498.113281
	Iteration 25Q: 3 clusters Score -1040079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1040082.750000 Penalty: 4498.113281
	Iteration 26Q: 3 clusters Score -1040083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1040088.937500 Penalty: 4498.113281
	Iteration 27Q: 3 clusters Score -1040089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1040089.812500 Penalty: 4498.113281
	Iteration 28Q: 3 clusters Score -1040090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1040088.750000 Penalty: 4498.113281
	Iteration 29Q: 3 clusters Score -1040089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1040090.500000 Penalty: 4498.113281
	Iteration 30Q: 3 clusters Score -1040090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1040091.625000 Penalty: 4498.113281
	Iteration 31Q: 3 clusters Score -1040092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1040090.562500 Penalty: 4498.113281
	Iteration 32Q: 3 clusters Score -1040091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1040092.375000 Penalty: 4498.113281
	Iteration 33Q: 3 clusters Score -1040092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1040092.375000 Penalty: 4498.113281
	Iteration 34F: 3 clusters Score -1040092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -139531.093750 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -139531.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -137691.156250 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -137691.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -138004.796875 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -138004.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -138142.921875 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -138142.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -138228.875000 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -138228.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -138288.515625 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -138288.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -138347.125000 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -138347.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -138394.515625 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -138394.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -138428.750000 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -138428.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -138462.078125 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -138462.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -138559.625000 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -138559.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -138732.078125 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -138732.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -138809.125000 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -138809.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -138861.218750 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -138861.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -138909.671875 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -138909.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -138961.703125 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -138961.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -138996.296875 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -138996.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -139015.343750 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -139015.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -139029.968750 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -139030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -139037.750000 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -139037.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -139044.515625 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -139044.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -139056.843750 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -139056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -139067.046875 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -139067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -139068.453125 Penalty: 3360.014893
	Iteration 22Q: 3 clusters Score -139068.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -139068.453125 Penalty: 3360.014893
	Iteration 23F: 3 clusters Score -139068.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -232907.265625 Penalty: 1879.126221
	Iteration 0F: 2 clusters Score -232907.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -230301.375000 Penalty: 3758.252441
	Iteration 0F: 3 clusters Score -230301.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -230720.750000 Penalty: 3758.252441
	Iteration 1F: 3 clusters Score -230720.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -230850.375000 Penalty: 3758.252441
	Iteration 2F: 3 clusters Score -230850.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -230923.531250 Penalty: 3758.252441
	Iteration 3Q: 3 clusters Score -230923.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -230970.000000 Penalty: 3758.252441
	Iteration 4Q: 3 clusters Score -230970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -231009.421875 Penalty: 3758.252441
	Iteration 5Q: 3 clusters Score -231009.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -231040.671875 Penalty: 3758.252441
	Iteration 6Q: 3 clusters Score -231040.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -231069.750000 Penalty: 3758.252441
	Iteration 7Q: 3 clusters Score -231069.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -231089.984375 Penalty: 3758.252441
	Iteration 8Q: 3 clusters Score -231090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -231101.031250 Penalty: 3758.252441
	Iteration 9Q: 3 clusters Score -231101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -231107.484375 Penalty: 3758.252441
	Iteration 10Q: 3 clusters Score -231107.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -231110.671875 Penalty: 3758.252441
	Iteration 11Q: 3 clusters Score -231110.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -231116.937500 Penalty: 3758.252441
	Iteration 12Q: 3 clusters Score -231116.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -231125.562500 Penalty: 3758.252441
	Iteration 13Q: 3 clusters Score -231125.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -231138.343750 Penalty: 3758.252441
	Iteration 14Q: 3 clusters Score -231138.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -231144.046875 Penalty: 3758.252441
	Iteration 15Q: 3 clusters Score -231144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -231151.250000 Penalty: 3758.252441
	Iteration 16Q: 3 clusters Score -231151.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -231156.375000 Penalty: 3758.252441
	Iteration 17Q: 3 clusters Score -231156.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -231161.437500 Penalty: 3758.252441
	Iteration 18Q: 3 clusters Score -231161.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -231168.750000 Penalty: 3758.252441
	Iteration 19Q: 3 clusters Score -231168.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -231172.687500 Penalty: 3758.252441
	Iteration 20F: 3 clusters Score -231172.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -231177.000000 Penalty: 3758.252441
	Iteration 21Q: 3 clusters Score -231177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -231181.125000 Penalty: 3758.252441
	Iteration 22Q: 3 clusters Score -231181.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -231190.281250 Penalty: 3758.252441
	Iteration 23Q: 3 clusters Score -231190.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -231193.421875 Penalty: 3758.252441
	Iteration 24Q: 3 clusters Score -231193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -231198.046875 Penalty: 3758.252441
	Iteration 25Q: 3 clusters Score -231198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -231200.546875 Penalty: 3758.252441
	Iteration 26Q: 3 clusters Score -231200.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -231205.015625 Penalty: 3758.252441
	Iteration 27Q: 3 clusters Score -231205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -231207.828125 Penalty: 3758.252441
	Iteration 28Q: 3 clusters Score -231207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -231210.906250 Penalty: 3758.252441
	Iteration 29Q: 3 clusters Score -231210.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -231213.781250 Penalty: 3758.252441
	Iteration 30Q: 3 clusters Score -231213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -231216.359375 Penalty: 3758.252441
	Iteration 31Q: 3 clusters Score -231216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -231216.890625 Penalty: 3758.252441
	Iteration 32Q: 3 clusters Score -231216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -231217.281250 Penalty: 3758.252441
	Iteration 33Q: 3 clusters Score -231217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -231218.203125 Penalty: 3758.252441
	Iteration 34Q: 3 clusters Score -231218.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -231219.328125 Penalty: 3758.252441
	Iteration 35Q: 3 clusters Score -231219.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -231219.328125 Penalty: 3758.252441
	Iteration 36F: 3 clusters Score -231219.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Entering Unmasked Estep 
Score: -448178.031250 Penalty: 2047.445557
	Iteration 0F: 2 clusters Score -448178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -444363.062500 Penalty: 4094.891113
	Iteration 0F: 3 clusters Score -444363.1 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -445243.281250 Penalty: 4094.891113
	Iteration 1F: 3 clusters Score -445243.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -445515.312500 Penalty: 4094.891113
	Iteration 2F: 3 clusters Score -445515.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -445735.031250 Penalty: 4094.891113
	Iteration 3F: 3 clusters Score -445735 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -445895.031250 Penalty: 4094.891113
	Iteration 4F: 3 clusters Score -445895 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -446053.687500 Penalty: 4094.891113
	Iteration 5Q: 3 clusters Score -446053.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -446174.937500 Penalty: 4094.891113
	Iteration 6Q: 3 clusters Score -446174.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -446279.906250 Penalty: 4094.891113
	Iteration 7Q: 3 clusters Score -446279.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -446385.125000 Penalty: 4094.891113
	Iteration 8Q: 3 clusters Score -446385.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -446471.812500 Penalty: 4094.891113
	Iteration 9Q: 3 clusters Score -446471.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -446541.062500 Penalty: 4094.891113
	Iteration 10Q: 3 clusters Score -446541.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -446589.125000 Penalty: 4094.891113
	Iteration 11Q: 3 clusters Score -446589.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -446619.468750 Penalty: 4094.891113
	Iteration 12Q: 3 clusters Score -446619.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -446642.187500 Penalty: 4094.891113
	Iteration 13Q: 3 clusters Score -446642.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -446656.718750 Penalty: 4094.891113
	Iteration 14Q: 3 clusters Score -446656.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -446665.093750 Penalty: 4094.891113
	Iteration 15Q: 3 clusters Score -446665.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -446668.562500 Penalty: 4094.891113
	Iteration 16Q: 3 clusters Score -446668.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -446671.968750 Penalty: 4094.891113
	Iteration 17Q: 3 clusters Score -446672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -446674.937500 Penalty: 4094.891113
	Iteration 18Q: 3 clusters Score -446674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -446675.875000 Penalty: 4094.891113
	Iteration 19Q: 3 clusters Score -446675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -446678.125000 Penalty: 4094.891113
	Iteration 20F: 3 clusters Score -446678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -446678.906250 Penalty: 4094.891113
	Iteration 21Q: 3 clusters Score -446678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -446678.687500 Penalty: 4094.891113
	Iteration 22Q: 3 clusters Score -446678.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -446678.687500 Penalty: 4094.891113
	Iteration 23F: 3 clusters Score -446678.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -591995.250000 Penalty: 2113.550293
	Iteration 0F: 2 clusters Score -591995.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -587478.750000 Penalty: 4227.100586
	Iteration 0F: 3 clusters Score -587478.8 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -588622.812500 Penalty: 4227.100586
	Iteration 1F: 3 clusters Score -588622.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -588920.250000 Penalty: 4227.100586
	Iteration 2F: 3 clusters Score -588920.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -589185.000000 Penalty: 4227.100586
	Iteration 3F: 3 clusters Score -589185 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -589417.250000 Penalty: 4227.100586
	Iteration 4F: 3 clusters Score -589417.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -589632.375000 Penalty: 4227.100586
	Iteration 5Q: 3 clusters Score -589632.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -589779.187500 Penalty: 4227.100586
	Iteration 6Q: 3 clusters Score -589779.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -589894.562500 Penalty: 4227.100586
	Iteration 7Q: 3 clusters Score -589894.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -589981.875000 Penalty: 4227.100586
	Iteration 8Q: 3 clusters Score -589981.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -590028.062500 Penalty: 4227.100586
	Iteration 9Q: 3 clusters Score -590028.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -590063.000000 Penalty: 4227.100586
	Iteration 10Q: 3 clusters Score -590063 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -590101.687500 Penalty: 4227.100586
	Iteration 11Q: 3 clusters Score -590101.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -590140.312500 Penalty: 4227.100586
	Iteration 12Q: 3 clusters Score -590140.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -590167.937500 Penalty: 4227.100586
	Iteration 13Q: 3 clusters Score -590167.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -590182.750000 Penalty: 4227.100586
	Iteration 14Q: 3 clusters Score -590182.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -590196.750000 Penalty: 4227.100586
	Iteration 15Q: 3 clusters Score -590196.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -590211.062500 Penalty: 4227.100586
	Iteration 16Q: 3 clusters Score -590211.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -590223.375000 Penalty: 4227.100586
	Iteration 17Q: 3 clusters Score -590223.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -590231.687500 Penalty: 4227.100586
	Iteration 18Q: 3 clusters Score -590231.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -590239.125000 Penalty: 4227.100586
	Iteration 19Q: 3 clusters Score -590239.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -590246.000000 Penalty: 4227.100586
	Iteration 20F: 3 clusters Score -590246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -590252.875000 Penalty: 4227.100586
	Iteration 21Q: 3 clusters Score -590252.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -590259.312500 Penalty: 4227.100586
	Iteration 22Q: 3 clusters Score -590259.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -590263.375000 Penalty: 4227.100586
	Iteration 23Q: 3 clusters Score -590263.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -590265.750000 Penalty: 4227.100586
	Iteration 24Q: 3 clusters Score -590265.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -590267.812500 Penalty: 4227.100586
	Iteration 25Q: 3 clusters Score -590267.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -590268.812500 Penalty: 4227.100586
	Iteration 26Q: 3 clusters Score -590268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -590271.875000 Penalty: 4227.100586
	Iteration 27Q: 3 clusters Score -590271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -590273.437500 Penalty: 4227.100586
	Iteration 28Q: 3 clusters Score -590273.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -590275.375000 Penalty: 4227.100586
	Iteration 29Q: 3 clusters Score -590275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -590274.687500 Penalty: 4227.100586
	Iteration 30Q: 3 clusters Score -590274.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -590278.000000 Penalty: 4227.100586
	Iteration 31Q: 3 clusters Score -590278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -590279.250000 Penalty: 4227.100586
	Iteration 32Q: 3 clusters Score -590279.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -590281.687500 Penalty: 4227.100586
	Iteration 33Q: 3 clusters Score -590281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -590281.437500 Penalty: 4227.100586
	Iteration 34Q: 3 clusters Score -590281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -590281.937500 Penalty: 4227.100586
	Iteration 35Q: 3 clusters Score -590281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -590281.937500 Penalty: 4227.100586
	Iteration 36F: 3 clusters Score -590281.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -491842.531250 Penalty: 2060.188721
	Iteration 0F: 2 clusters Score -491842.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -487928.937500 Penalty: 4120.377441
	Iteration 0F: 3 clusters Score -487928.9 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -488756.781250 Penalty: 4120.377441
	Iteration 1F: 3 clusters Score -488756.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -488934.812500 Penalty: 4120.377441
	Iteration 2F: 3 clusters Score -488934.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -489039.718750 Penalty: 4120.377441
	Iteration 3Q: 3 clusters Score -489039.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -489110.656250 Penalty: 4120.377441
	Iteration 4Q: 3 clusters Score -489110.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -489161.375000 Penalty: 4120.377441
	Iteration 5Q: 3 clusters Score -489161.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -489195.937500 Penalty: 4120.377441
	Iteration 6Q: 3 clusters Score -489195.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -489221.312500 Penalty: 4120.377441
	Iteration 7Q: 3 clusters Score -489221.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -489243.375000 Penalty: 4120.377441
	Iteration 8Q: 3 clusters Score -489243.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -489255.531250 Penalty: 4120.377441
	Iteration 9Q: 3 clusters Score -489255.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -489262.468750 Penalty: 4120.377441
	Iteration 10Q: 3 clusters Score -489262.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -489267.625000 Penalty: 4120.377441
	Iteration 11Q: 3 clusters Score -489267.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -489272.375000 Penalty: 4120.377441
	Iteration 12Q: 3 clusters Score -489272.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -489276.875000 Penalty: 4120.377441
	Iteration 13Q: 3 clusters Score -489276.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -489278.937500 Penalty: 4120.377441
	Iteration 14Q: 3 clusters Score -489278.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -489281.187500 Penalty: 4120.377441
	Iteration 15Q: 3 clusters Score -489281.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -489285.437500 Penalty: 4120.377441
	Iteration 16Q: 3 clusters Score -489285.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -489289.250000 Penalty: 4120.377441
	Iteration 17Q: 3 clusters Score -489289.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -489291.218750 Penalty: 4120.377441
	Iteration 18Q: 3 clusters Score -489291.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -489294.562500 Penalty: 4120.377441
	Iteration 19Q: 3 clusters Score -489294.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -489298.968750 Penalty: 4120.377441
	Iteration 20F: 3 clusters Score -489299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -489301.062500 Penalty: 4120.377441
	Iteration 21Q: 3 clusters Score -489301.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -489302.625000 Penalty: 4120.377441
	Iteration 22Q: 3 clusters Score -489302.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -489306.156250 Penalty: 4120.377441
	Iteration 23Q: 3 clusters Score -489306.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -489312.406250 Penalty: 4120.377441
	Iteration 24Q: 3 clusters Score -489312.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -489318.093750 Penalty: 4120.377441
	Iteration 25Q: 3 clusters Score -489318.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -489327.625000 Penalty: 4120.377441
	Iteration 26Q: 3 clusters Score -489327.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -489336.656250 Penalty: 4120.377441
	Iteration 27Q: 3 clusters Score -489336.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -489341.781250 Penalty: 4120.377441
	Iteration 28Q: 3 clusters Score -489341.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -489344.437500 Penalty: 4120.377441
	Iteration 29Q: 3 clusters Score -489344.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -489345.500000 Penalty: 4120.377441
	Iteration 30Q: 3 clusters Score -489345.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -489347.468750 Penalty: 4120.377441
	Iteration 31Q: 3 clusters Score -489347.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -489347.750000 Penalty: 4120.377441
	Iteration 32Q: 3 clusters Score -489347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -489348.937500 Penalty: 4120.377441
	Iteration 33Q: 3 clusters Score -489348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -489349.250000 Penalty: 4120.377441
	Iteration 34Q: 3 clusters Score -489349.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -489351.250000 Penalty: 4120.377441
	Iteration 35Q: 3 clusters Score -489351.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -489353.406250 Penalty: 4120.377441
	Iteration 36Q: 3 clusters Score -489353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -489354.906250 Penalty: 4120.377441
	Iteration 37Q: 3 clusters Score -489354.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -489358.312500 Penalty: 4120.377441
	Iteration 38Q: 3 clusters Score -489358.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -489361.156250 Penalty: 4120.377441
	Iteration 39Q: 3 clusters Score -489361.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -489364.125000 Penalty: 4120.377441
	Iteration 40F: 3 clusters Score -489364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -489367.406250 Penalty: 4120.377441
	Iteration 41Q: 3 clusters Score -489367.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -489370.000000 Penalty: 4120.377441
	Iteration 42Q: 3 clusters Score -489370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -489371.187500 Penalty: 4120.377441
	Iteration 43Q: 3 clusters Score -489371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -489372.562500 Penalty: 4120.377441
	Iteration 44Q: 3 clusters Score -489372.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -489374.343750 Penalty: 4120.377441
	Iteration 45Q: 3 clusters Score -489374.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -489379.406250 Penalty: 4120.377441
	Iteration 46Q: 3 clusters Score -489379.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -489383.031250 Penalty: 4120.377441
	Iteration 47Q: 3 clusters Score -489383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -489383.093750 Penalty: 4120.377441
	Iteration 48Q: 3 clusters Score -489383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -489383.343750 Penalty: 4120.377441
	Iteration 49Q: 3 clusters Score -489383.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -489385.500000 Penalty: 4120.377441
	Iteration 50Q: 3 clusters Score -489385.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -489385.593750 Penalty: 4120.377441
	Iteration 51Q: 3 clusters Score -489385.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -489385.593750 Penalty: 4120.377441
	Iteration 52F: 3 clusters Score -489385.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (12813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Entering Unmasked Estep 
Score: -1379991.000000 Penalty: 2345.637451
	Iteration 0F: 2 clusters Score -1379991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1370540.875000 Penalty: 4691.274902
	Iteration 0F: 3 clusters Score -1370541 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1373815.000000 Penalty: 4691.274902
	Iteration 1F: 3 clusters Score -1373815 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1374670.625000 Penalty: 4691.274902
	Iteration 2F: 3 clusters Score -1374671 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1375576.750000 Penalty: 4691.274902
	Iteration 3F: 3 clusters Score -1375577 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1376350.125000 Penalty: 4691.274902
	Iteration 4F: 3 clusters Score -1376350 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1376914.625000 Penalty: 4691.274902
	Iteration 5F: 3 clusters Score -1376915 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1377277.375000 Penalty: 4691.274902
	Iteration 6Q: 3 clusters Score -1377277 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1377544.250000 Penalty: 4691.274902
	Iteration 7Q: 3 clusters Score -1377544 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1377782.375000 Penalty: 4691.274902
	Iteration 8Q: 3 clusters Score -1377782 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1378000.125000 Penalty: 4691.274902
	Iteration 9Q: 3 clusters Score -1378000 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1378198.125000 Penalty: 4691.274902
	Iteration 10Q: 3 clusters Score -1378198 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1378415.125000 Penalty: 4691.274902
	Iteration 11Q: 3 clusters Score -1378415 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1378615.375000 Penalty: 4691.274902
	Iteration 12Q: 3 clusters Score -1378615 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1378788.500000 Penalty: 4691.274902
	Iteration 13Q: 3 clusters Score -1378788 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1378928.250000 Penalty: 4691.274902
	Iteration 14Q: 3 clusters Score -1378928 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1379037.250000 Penalty: 4691.274902
	Iteration 15Q: 3 clusters Score -1379037 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1379118.625000 Penalty: 4691.274902
	Iteration 16Q: 3 clusters Score -1379119 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1379173.625000 Penalty: 4691.274902
	Iteration 17Q: 3 clusters Score -1379174 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1379206.750000 Penalty: 4691.274902
	Iteration 18Q: 3 clusters Score -1379207 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1379233.375000 Penalty: 4691.274902
	Iteration 19Q: 3 clusters Score -1379233 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1379251.500000 Penalty: 4691.274902
	Iteration 20F: 3 clusters Score -1379252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1379262.750000 Penalty: 4691.274902
	Iteration 21Q: 3 clusters Score -1379263 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1379274.875000 Penalty: 4691.274902
	Iteration 22Q: 3 clusters Score -1379275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1379280.750000 Penalty: 4691.274902
	Iteration 23Q: 3 clusters Score -1379281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1379285.875000 Penalty: 4691.274902
	Iteration 24Q: 3 clusters Score -1379286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1379289.125000 Penalty: 4691.274902
	Iteration 25Q: 3 clusters Score -1379289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1379292.625000 Penalty: 4691.274902
	Iteration 26Q: 3 clusters Score -1379293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1379292.125000 Penalty: 4691.274902
	Iteration 27Q: 3 clusters Score -1379292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1379291.625000 Penalty: 4691.274902
	Iteration 28Q: 3 clusters Score -1379292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1379293.125000 Penalty: 4691.274902
	Iteration 29Q: 3 clusters Score -1379293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1379293.625000 Penalty: 4691.274902
	Iteration 30Q: 3 clusters Score -1379294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1379296.250000 Penalty: 4691.274902
	Iteration 31Q: 3 clusters Score -1379296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1379294.875000 Penalty: 4691.274902
	Iteration 32Q: 3 clusters Score -1379295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1379297.125000 Penalty: 4691.274902
	Iteration 33Q: 3 clusters Score -1379297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1379299.000000 Penalty: 4691.274902
	Iteration 34Q: 3 clusters Score -1379299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1379301.125000 Penalty: 4691.274902
	Iteration 35Q: 3 clusters Score -1379301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1379302.250000 Penalty: 4691.274902
	Iteration 36Q: 3 clusters Score -1379302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1379303.125000 Penalty: 4691.274902
	Iteration 37Q: 3 clusters Score -1379303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1379303.500000 Penalty: 4691.274902
	Iteration 38Q: 3 clusters Score -1379304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1379303.375000 Penalty: 4691.274902
	Iteration 39Q: 3 clusters Score -1379303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1379302.875000 Penalty: 4691.274902
	Iteration 40F: 3 clusters Score -1379303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1379304.125000 Penalty: 4691.274902
	Iteration 41Q: 3 clusters Score -1379304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1379303.375000 Penalty: 4691.274902
	Iteration 42Q: 3 clusters Score -1379303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1379303.250000 Penalty: 4691.274902
	Iteration 43Q: 3 clusters Score -1379303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1379306.000000 Penalty: 4691.274902
	Iteration 44Q: 3 clusters Score -1379306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1379306.000000 Penalty: 4691.274902
	Iteration 45F: 3 clusters Score -1379306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Entering Unmasked Estep 
Score: -780180.437500 Penalty: 2181.304199
	Iteration 0F: 2 clusters Score -780180.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -774654.125000 Penalty: 4362.608398
	Iteration 0F: 3 clusters Score -774654.1 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -776306.750000 Penalty: 4362.608398
	Iteration 1F: 3 clusters Score -776306.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -776903.937500 Penalty: 4362.608398
	Iteration 2F: 3 clusters Score -776903.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -777489.562500 Penalty: 4362.608398
	Iteration 3F: 3 clusters Score -777489.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -778045.562500 Penalty: 4362.608398
	Iteration 4F: 3 clusters Score -778045.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -778494.250000 Penalty: 4362.608398
	Iteration 5F: 3 clusters Score -778494.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -778807.250000 Penalty: 4362.608398
	Iteration 6F: 3 clusters Score -778807.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -779008.187500 Penalty: 4362.608398
	Iteration 7Q: 3 clusters Score -779008.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -779159.062500 Penalty: 4362.608398
	Iteration 8Q: 3 clusters Score -779159.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -779268.437500 Penalty: 4362.608398
	Iteration 9Q: 3 clusters Score -779268.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -779351.812500 Penalty: 4362.608398
	Iteration 10Q: 3 clusters Score -779351.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -779402.687500 Penalty: 4362.608398
	Iteration 11Q: 3 clusters Score -779402.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -779435.937500 Penalty: 4362.608398
	Iteration 12Q: 3 clusters Score -779435.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -779461.562500 Penalty: 4362.608398
	Iteration 13Q: 3 clusters Score -779461.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -779475.125000 Penalty: 4362.608398
	Iteration 14Q: 3 clusters Score -779475.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -779485.562500 Penalty: 4362.608398
	Iteration 15Q: 3 clusters Score -779485.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -779496.937500 Penalty: 4362.608398
	Iteration 16Q: 3 clusters Score -779496.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -779507.000000 Penalty: 4362.608398
	Iteration 17Q: 3 clusters Score -779507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -779517.000000 Penalty: 4362.608398
	Iteration 18Q: 3 clusters Score -779517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -779528.437500 Penalty: 4362.608398
	Iteration 19Q: 3 clusters Score -779528.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -779535.562500 Penalty: 4362.608398
	Iteration 20F: 3 clusters Score -779535.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -779543.937500 Penalty: 4362.608398
	Iteration 21Q: 3 clusters Score -779543.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -779547.250000 Penalty: 4362.608398
	Iteration 22Q: 3 clusters Score -779547.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -779551.562500 Penalty: 4362.608398
	Iteration 23Q: 3 clusters Score -779551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -779553.062500 Penalty: 4362.608398
	Iteration 24Q: 3 clusters Score -779553.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -779555.375000 Penalty: 4362.608398
	Iteration 25Q: 3 clusters Score -779555.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -779558.875000 Penalty: 4362.608398
	Iteration 26Q: 3 clusters Score -779558.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -779560.500000 Penalty: 4362.608398
	Iteration 27Q: 3 clusters Score -779560.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -779562.750000 Penalty: 4362.608398
	Iteration 28Q: 3 clusters Score -779562.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -779564.687500 Penalty: 4362.608398
	Iteration 29Q: 3 clusters Score -779564.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -779565.812500 Penalty: 4362.608398
	Iteration 30Q: 3 clusters Score -779565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -779570.062500 Penalty: 4362.608398
	Iteration 31Q: 3 clusters Score -779570.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -779570.312500 Penalty: 4362.608398
	Iteration 32Q: 3 clusters Score -779570.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -779576.812500 Penalty: 4362.608398
	Iteration 33Q: 3 clusters Score -779576.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -779579.750000 Penalty: 4362.608398
	Iteration 34Q: 3 clusters Score -779579.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -779584.312500 Penalty: 4362.608398
	Iteration 35Q: 3 clusters Score -779584.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -779585.875000 Penalty: 4362.608398
	Iteration 36Q: 3 clusters Score -779585.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -779586.687500 Penalty: 4362.608398
	Iteration 37Q: 3 clusters Score -779586.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -779588.625000 Penalty: 4362.608398
	Iteration 38Q: 3 clusters Score -779588.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -779590.375000 Penalty: 4362.608398
	Iteration 39Q: 3 clusters Score -779590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -779591.625000 Penalty: 4362.608398
	Iteration 40F: 3 clusters Score -779591.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -779590.062500 Penalty: 4362.608398
	Iteration 41Q: 3 clusters Score -779590.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -779592.562500 Penalty: 4362.608398
	Iteration 42Q: 3 clusters Score -779592.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -779596.562500 Penalty: 4362.608398
	Iteration 43Q: 3 clusters Score -779596.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -779597.312500 Penalty: 4362.608398
	Iteration 44Q: 3 clusters Score -779597.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -779600.000000 Penalty: 4362.608398
	Iteration 45Q: 3 clusters Score -779600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -779601.125000 Penalty: 4362.608398
	Iteration 46Q: 3 clusters Score -779601.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -779604.625000 Penalty: 4362.608398
	Iteration 47Q: 3 clusters Score -779604.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -779609.562500 Penalty: 4362.608398
	Iteration 48Q: 3 clusters Score -779609.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -779613.562500 Penalty: 4362.608398
	Iteration 49Q: 3 clusters Score -779613.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -779623.937500 Penalty: 4362.608398
	Iteration 50Q: 3 clusters Score -779623.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -779631.375000 Penalty: 4362.608398
	Iteration 51Q: 3 clusters Score -779631.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -779644.875000 Penalty: 4362.608398
	Iteration 52Q: 3 clusters Score -779644.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -779666.500000 Penalty: 4362.608398
	Iteration 53Q: 3 clusters Score -779666.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -779685.312500 Penalty: 4362.608398
	Iteration 54Q: 3 clusters Score -779685.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -779706.625000 Penalty: 4362.608398
	Iteration 55Q: 3 clusters Score -779706.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -779718.687500 Penalty: 4362.608398
	Iteration 56Q: 3 clusters Score -779718.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -779742.875000 Penalty: 4362.608398
	Iteration 57Q: 3 clusters Score -779742.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -779759.937500 Penalty: 4362.608398
	Iteration 58Q: 3 clusters Score -779759.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -779772.125000 Penalty: 4362.608398
	Iteration 59Q: 3 clusters Score -779772.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -779787.187500 Penalty: 4362.608398
	Iteration 60F: 3 clusters Score -779787.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -779800.187500 Penalty: 4362.608398
	Iteration 61Q: 3 clusters Score -779800.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -779813.312500 Penalty: 4362.608398
	Iteration 62Q: 3 clusters Score -779813.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -779827.312500 Penalty: 4362.608398
	Iteration 63Q: 3 clusters Score -779827.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -779832.500000 Penalty: 4362.608398
	Iteration 64Q: 3 clusters Score -779832.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -779833.062500 Penalty: 4362.608398
	Iteration 65Q: 3 clusters Score -779833.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -779837.187500 Penalty: 4362.608398
	Iteration 66Q: 3 clusters Score -779837.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -779841.750000 Penalty: 4362.608398
	Iteration 67Q: 3 clusters Score -779841.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -779847.000000 Penalty: 4362.608398
	Iteration 68Q: 3 clusters Score -779847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -779850.625000 Penalty: 4362.608398
	Iteration 69Q: 3 clusters Score -779850.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -779853.687500 Penalty: 4362.608398
	Iteration 70Q: 3 clusters Score -779853.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -779855.375000 Penalty: 4362.608398
	Iteration 71Q: 3 clusters Score -779855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -779857.125000 Penalty: 4362.608398
	Iteration 72Q: 3 clusters Score -779857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -779858.125000 Penalty: 4362.608398
	Iteration 73Q: 3 clusters Score -779858.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -779861.125000 Penalty: 4362.608398
	Iteration 74Q: 3 clusters Score -779861.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -779860.437500 Penalty: 4362.608398
	Iteration 75Q: 3 clusters Score -779860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -779862.812500 Penalty: 4362.608398
	Iteration 76Q: 3 clusters Score -779862.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -779864.812500 Penalty: 4362.608398
	Iteration 77Q: 3 clusters Score -779864.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -779865.625000 Penalty: 4362.608398
	Iteration 78Q: 3 clusters Score -779865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -779866.875000 Penalty: 4362.608398
	Iteration 79Q: 3 clusters Score -779866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -779867.625000 Penalty: 4362.608398
	Iteration 80F: 3 clusters Score -779867.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Entering Unmasked Estep 
Score: -759850.187500 Penalty: 2161.171875
	Iteration 0F: 2 clusters Score -759850.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -754733.812500 Penalty: 4322.343750
	Iteration 0F: 3 clusters Score -754733.8 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -756026.812500 Penalty: 4322.343750
	Iteration 1F: 3 clusters Score -756026.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -756258.500000 Penalty: 4322.343750
	Iteration 2F: 3 clusters Score -756258.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -756396.437500 Penalty: 4322.343750
	Iteration 3Q: 3 clusters Score -756396.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -756512.125000 Penalty: 4322.343750
	Iteration 4Q: 3 clusters Score -756512.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -756615.500000 Penalty: 4322.343750
	Iteration 5Q: 3 clusters Score -756615.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -756698.687500 Penalty: 4322.343750
	Iteration 6Q: 3 clusters Score -756698.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -756783.500000 Penalty: 4322.343750
	Iteration 7Q: 3 clusters Score -756783.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -756856.625000 Penalty: 4322.343750
	Iteration 8Q: 3 clusters Score -756856.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -756925.812500 Penalty: 4322.343750
	Iteration 9Q: 3 clusters Score -756925.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -756986.125000 Penalty: 4322.343750
	Iteration 10Q: 3 clusters Score -756986.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -757043.625000 Penalty: 4322.343750
	Iteration 11Q: 3 clusters Score -757043.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -757098.812500 Penalty: 4322.343750
	Iteration 12Q: 3 clusters Score -757098.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -757150.687500 Penalty: 4322.343750
	Iteration 13Q: 3 clusters Score -757150.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -757202.125000 Penalty: 4322.343750
	Iteration 14Q: 3 clusters Score -757202.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -757254.437500 Penalty: 4322.343750
	Iteration 15Q: 3 clusters Score -757254.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -757329.687500 Penalty: 4322.343750
	Iteration 16Q: 3 clusters Score -757329.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -757410.500000 Penalty: 4322.343750
	Iteration 17Q: 3 clusters Score -757410.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -757507.187500 Penalty: 4322.343750
	Iteration 18Q: 3 clusters Score -757507.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -757613.062500 Penalty: 4322.343750
	Iteration 19Q: 3 clusters Score -757613.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -757710.562500 Penalty: 4322.343750
	Iteration 20F: 3 clusters Score -757710.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -757811.000000 Penalty: 4322.343750
	Iteration 21Q: 3 clusters Score -757811 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -757889.500000 Penalty: 4322.343750
	Iteration 22Q: 3 clusters Score -757889.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -757964.437500 Penalty: 4322.343750
	Iteration 23Q: 3 clusters Score -757964.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -758008.000000 Penalty: 4322.343750
	Iteration 24Q: 3 clusters Score -758008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -758051.562500 Penalty: 4322.343750
	Iteration 25Q: 3 clusters Score -758051.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -758090.500000 Penalty: 4322.343750
	Iteration 26Q: 3 clusters Score -758090.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -758124.875000 Penalty: 4322.343750
	Iteration 27Q: 3 clusters Score -758124.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -758150.937500 Penalty: 4322.343750
	Iteration 28Q: 3 clusters Score -758150.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -758162.750000 Penalty: 4322.343750
	Iteration 29Q: 3 clusters Score -758162.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -758169.000000 Penalty: 4322.343750
	Iteration 30Q: 3 clusters Score -758169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -758179.187500 Penalty: 4322.343750
	Iteration 31Q: 3 clusters Score -758179.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -758187.125000 Penalty: 4322.343750
	Iteration 32Q: 3 clusters Score -758187.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -758201.250000 Penalty: 4322.343750
	Iteration 33Q: 3 clusters Score -758201.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -758205.812500 Penalty: 4322.343750
	Iteration 34Q: 3 clusters Score -758205.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -758212.062500 Penalty: 4322.343750
	Iteration 35Q: 3 clusters Score -758212.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -758217.562500 Penalty: 4322.343750
	Iteration 36Q: 3 clusters Score -758217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -758223.750000 Penalty: 4322.343750
	Iteration 37Q: 3 clusters Score -758223.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -758229.375000 Penalty: 4322.343750
	Iteration 38Q: 3 clusters Score -758229.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -758236.687500 Penalty: 4322.343750
	Iteration 39Q: 3 clusters Score -758236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -758241.062500 Penalty: 4322.343750
	Iteration 40F: 3 clusters Score -758241.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -758245.562500 Penalty: 4322.343750
	Iteration 41Q: 3 clusters Score -758245.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -758253.687500 Penalty: 4322.343750
	Iteration 42Q: 3 clusters Score -758253.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -758262.750000 Penalty: 4322.343750
	Iteration 43Q: 3 clusters Score -758262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -758270.625000 Penalty: 4322.343750
	Iteration 44Q: 3 clusters Score -758270.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -758277.437500 Penalty: 4322.343750
	Iteration 45Q: 3 clusters Score -758277.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -758290.812500 Penalty: 4322.343750
	Iteration 46Q: 3 clusters Score -758290.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -758308.125000 Penalty: 4322.343750
	Iteration 47Q: 3 clusters Score -758308.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -758319.062500 Penalty: 4322.343750
	Iteration 48Q: 3 clusters Score -758319.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -758324.937500 Penalty: 4322.343750
	Iteration 49Q: 3 clusters Score -758324.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -758333.000000 Penalty: 4322.343750
	Iteration 50Q: 3 clusters Score -758333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -758335.375000 Penalty: 4322.343750
	Iteration 51Q: 3 clusters Score -758335.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -758338.250000 Penalty: 4322.343750
	Iteration 52Q: 3 clusters Score -758338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -758340.687500 Penalty: 4322.343750
	Iteration 53Q: 3 clusters Score -758340.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -758341.562500 Penalty: 4322.343750
	Iteration 54Q: 3 clusters Score -758341.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -758341.125000 Penalty: 4322.343750
	Iteration 55Q: 3 clusters Score -758341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -758342.625000 Penalty: 4322.343750
	Iteration 56Q: 3 clusters Score -758342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -758343.000000 Penalty: 4322.343750
	Iteration 57Q: 3 clusters Score -758343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -758343.000000 Penalty: 4322.343750
	Iteration 58F: 3 clusters Score -758343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Entering Unmasked Estep 
Score: -354260.468750 Penalty: 1984.668091
	Iteration 0F: 2 clusters Score -354260.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -350967.625000 Penalty: 3969.336182
	Iteration 0F: 3 clusters Score -350967.6 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -351634.437500 Penalty: 3969.336182
	Iteration 1F: 3 clusters Score -351634.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -351832.718750 Penalty: 3969.336182
	Iteration 2F: 3 clusters Score -351832.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -351964.687500 Penalty: 3969.336182
	Iteration 3F: 3 clusters Score -351964.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -352095.562500 Penalty: 3969.336182
	Iteration 4Q: 3 clusters Score -352095.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -352201.125000 Penalty: 3969.336182
	Iteration 5Q: 3 clusters Score -352201.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -352288.187500 Penalty: 3969.336182
	Iteration 6Q: 3 clusters Score -352288.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -352370.062500 Penalty: 3969.336182
	Iteration 7Q: 3 clusters Score -352370.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -352432.312500 Penalty: 3969.336182
	Iteration 8Q: 3 clusters Score -352432.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -352489.500000 Penalty: 3969.336182
	Iteration 9Q: 3 clusters Score -352489.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -352530.218750 Penalty: 3969.336182
	Iteration 10Q: 3 clusters Score -352530.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -352568.562500 Penalty: 3969.336182
	Iteration 11Q: 3 clusters Score -352568.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -352598.406250 Penalty: 3969.336182
	Iteration 12Q: 3 clusters Score -352598.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -352620.343750 Penalty: 3969.336182
	Iteration 13Q: 3 clusters Score -352620.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -352637.468750 Penalty: 3969.336182
	Iteration 14Q: 3 clusters Score -352637.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -352649.750000 Penalty: 3969.336182
	Iteration 15Q: 3 clusters Score -352649.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -352654.968750 Penalty: 3969.336182
	Iteration 16Q: 3 clusters Score -352655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -352662.500000 Penalty: 3969.336182
	Iteration 17Q: 3 clusters Score -352662.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -352669.156250 Penalty: 3969.336182
	Iteration 18Q: 3 clusters Score -352669.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -352677.250000 Penalty: 3969.336182
	Iteration 19Q: 3 clusters Score -352677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -352680.562500 Penalty: 3969.336182
	Iteration 20F: 3 clusters Score -352680.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -352687.406250 Penalty: 3969.336182
	Iteration 21Q: 3 clusters Score -352687.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -352696.250000 Penalty: 3969.336182
	Iteration 22Q: 3 clusters Score -352696.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -352701.625000 Penalty: 3969.336182
	Iteration 23Q: 3 clusters Score -352701.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -352708.093750 Penalty: 3969.336182
	Iteration 24Q: 3 clusters Score -352708.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -352712.500000 Penalty: 3969.336182
	Iteration 25Q: 3 clusters Score -352712.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -352719.437500 Penalty: 3969.336182
	Iteration 26Q: 3 clusters Score -352719.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -352722.718750 Penalty: 3969.336182
	Iteration 27Q: 3 clusters Score -352722.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -352725.187500 Penalty: 3969.336182
	Iteration 28Q: 3 clusters Score -352725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -352725.781250 Penalty: 3969.336182
	Iteration 29Q: 3 clusters Score -352725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -352727.000000 Penalty: 3969.336182
	Iteration 30Q: 3 clusters Score -352727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -352728.000000 Penalty: 3969.336182
	Iteration 31Q: 3 clusters Score -352728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -352730.125000 Penalty: 3969.336182
	Iteration 32Q: 3 clusters Score -352730.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -352733.968750 Penalty: 3969.336182
	Iteration 33Q: 3 clusters Score -352734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -352735.625000 Penalty: 3969.336182
	Iteration 34Q: 3 clusters Score -352735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -352737.187500 Penalty: 3969.336182
	Iteration 35Q: 3 clusters Score -352737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -352739.718750 Penalty: 3969.336182
	Iteration 36Q: 3 clusters Score -352739.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -352742.531250 Penalty: 3969.336182
	Iteration 37Q: 3 clusters Score -352742.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -352746.156250 Penalty: 3969.336182
	Iteration 38Q: 3 clusters Score -352746.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -352748.593750 Penalty: 3969.336182
	Iteration 39Q: 3 clusters Score -352748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -352752.343750 Penalty: 3969.336182
	Iteration 40F: 3 clusters Score -352752.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -352754.343750 Penalty: 3969.336182
	Iteration 41Q: 3 clusters Score -352754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -352755.593750 Penalty: 3969.336182
	Iteration 42Q: 3 clusters Score -352755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -352755.875000 Penalty: 3969.336182
	Iteration 43Q: 3 clusters Score -352755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -352756.937500 Penalty: 3969.336182
	Iteration 44Q: 3 clusters Score -352756.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -352758.406250 Penalty: 3969.336182
	Iteration 45Q: 3 clusters Score -352758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -352758.625000 Penalty: 3969.336182
	Iteration 46Q: 3 clusters Score -352758.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -352758.625000 Penalty: 3969.336182
	Iteration 47F: 3 clusters Score -352758.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -187928.109375 Penalty: 1764.664307
	Iteration 0F: 2 clusters Score -187928.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -185860.796875 Penalty: 3529.328613
	Iteration 0F: 3 clusters Score -185860.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -186486.984375 Penalty: 3529.328613
	Iteration 1F: 3 clusters Score -186487 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -186813.281250 Penalty: 3529.328613
	Iteration 2F: 3 clusters Score -186813.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -186986.953125 Penalty: 3529.328613
	Iteration 3F: 3 clusters Score -186987 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -187144.453125 Penalty: 3529.328613
	Iteration 4Q: 3 clusters Score -187144.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -187260.656250 Penalty: 3529.328613
	Iteration 5Q: 3 clusters Score -187260.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -187330.859375 Penalty: 3529.328613
	Iteration 6Q: 3 clusters Score -187330.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -187380.703125 Penalty: 3529.328613
	Iteration 7Q: 3 clusters Score -187380.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -187428.812500 Penalty: 3529.328613
	Iteration 8Q: 3 clusters Score -187428.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -187486.828125 Penalty: 3529.328613
	Iteration 9Q: 3 clusters Score -187486.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -187557.656250 Penalty: 3529.328613
	Iteration 10Q: 3 clusters Score -187557.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187593.765625 Penalty: 3529.328613
	Iteration 11Q: 3 clusters Score -187593.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -187620.875000 Penalty: 3529.328613
	Iteration 12Q: 3 clusters Score -187620.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -187644.921875 Penalty: 3529.328613
	Iteration 13Q: 3 clusters Score -187644.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -187669.734375 Penalty: 3529.328613
	Iteration 14Q: 3 clusters Score -187669.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -187690.875000 Penalty: 3529.328613
	Iteration 15Q: 3 clusters Score -187690.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -187702.562500 Penalty: 3529.328613
	Iteration 16Q: 3 clusters Score -187702.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -187711.890625 Penalty: 3529.328613
	Iteration 17Q: 3 clusters Score -187711.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -187714.250000 Penalty: 3529.328613
	Iteration 18F: 3 clusters Score -187714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -187717.171875 Penalty: 3529.328613
	Iteration 19Q: 3 clusters Score -187717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -187719.171875 Penalty: 3529.328613
	Iteration 20F: 3 clusters Score -187719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -187721.765625 Penalty: 3529.328613
	Iteration 21Q: 3 clusters Score -187721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -187724.859375 Penalty: 3529.328613
	Iteration 22Q: 3 clusters Score -187724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -187727.984375 Penalty: 3529.328613
	Iteration 23Q: 3 clusters Score -187728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -187731.000000 Penalty: 3529.328613
	Iteration 24Q: 3 clusters Score -187731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -187731.000000 Penalty: 3529.328613
	Iteration 25F: 3 clusters Score -187731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (8898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Entering Unmasked Estep 
Score: -1053098.500000 Penalty: 2255.208496
	Iteration 0F: 2 clusters Score -1053098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1046145.312500 Penalty: 4510.416992
	Iteration 0F: 3 clusters Score -1046145 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1048235.000000 Penalty: 4510.416992
	Iteration 1F: 3 clusters Score -1048235 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1048701.625000 Penalty: 4510.416992
	Iteration 2F: 3 clusters Score -1048702 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1049157.750000 Penalty: 4510.416992
	Iteration 3F: 3 clusters Score -1049158 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1049759.750000 Penalty: 4510.416992
	Iteration 4F: 3 clusters Score -1049760 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1050647.375000 Penalty: 4510.416992
	Iteration 5F: 3 clusters Score -1050647 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1051669.125000 Penalty: 4510.416992
	Iteration 6F: 3 clusters Score -1051669 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1052395.250000 Penalty: 4510.416992
	Iteration 7F: 3 clusters Score -1052395 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1052762.750000 Penalty: 4510.416992
	Iteration 8Q: 3 clusters Score -1052763 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1052965.750000 Penalty: 4510.416992
	Iteration 9Q: 3 clusters Score -1052966 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1053078.875000 Penalty: 4510.416992
	Iteration 10Q: 3 clusters Score -1053079 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1053138.875000 Penalty: 4510.416992
	Iteration 11Q: 3 clusters Score -1053139 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1053169.000000 Penalty: 4510.416992
	Iteration 12Q: 3 clusters Score -1053169 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1053184.000000 Penalty: 4510.416992
	Iteration 13Q: 3 clusters Score -1053184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1053197.000000 Penalty: 4510.416992
	Iteration 14Q: 3 clusters Score -1053197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1053203.250000 Penalty: 4510.416992
	Iteration 15Q: 3 clusters Score -1053203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1053207.750000 Penalty: 4510.416992
	Iteration 16Q: 3 clusters Score -1053208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1053216.375000 Penalty: 4510.416992
	Iteration 17Q: 3 clusters Score -1053216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1053218.125000 Penalty: 4510.416992
	Iteration 18Q: 3 clusters Score -1053218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1053220.750000 Penalty: 4510.416992
	Iteration 19Q: 3 clusters Score -1053221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1053228.500000 Penalty: 4510.416992
	Iteration 20F: 3 clusters Score -1053228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1053227.250000 Penalty: 4510.416992
	Iteration 21Q: 3 clusters Score -1053227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1053235.000000 Penalty: 4510.416992
	Iteration 22Q: 3 clusters Score -1053235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1053243.625000 Penalty: 4510.416992
	Iteration 23Q: 3 clusters Score -1053244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1053248.625000 Penalty: 4510.416992
	Iteration 24Q: 3 clusters Score -1053249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1053256.375000 Penalty: 4510.416992
	Iteration 25Q: 3 clusters Score -1053256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1053260.125000 Penalty: 4510.416992
	Iteration 26Q: 3 clusters Score -1053260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1053261.750000 Penalty: 4510.416992
	Iteration 27Q: 3 clusters Score -1053262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1053265.000000 Penalty: 4510.416992
	Iteration 28Q: 3 clusters Score -1053265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1053266.500000 Penalty: 4510.416992
	Iteration 29Q: 3 clusters Score -1053266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1053268.875000 Penalty: 4510.416992
	Iteration 30Q: 3 clusters Score -1053269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1053270.625000 Penalty: 4510.416992
	Iteration 31Q: 3 clusters Score -1053271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1053275.375000 Penalty: 4510.416992
	Iteration 32Q: 3 clusters Score -1053275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1053276.250000 Penalty: 4510.416992
	Iteration 33Q: 3 clusters Score -1053276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1053276.250000 Penalty: 4510.416992
	Iteration 34Q: 3 clusters Score -1053276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1053278.125000 Penalty: 4510.416992
	Iteration 35Q: 3 clusters Score -1053278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1053278.250000 Penalty: 4510.416992
	Iteration 36Q: 3 clusters Score -1053278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1053278.250000 Penalty: 4510.416992
	Iteration 37Q: 3 clusters Score -1053278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1053278.250000 Penalty: 4510.416992
	Iteration 38F: 3 clusters Score -1053278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12744 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94243 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96430 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6702 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6090 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 3561 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24358 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Mstep: Class 82 contains 5337 members 
Entering Unmasked Estep 
Score: -154539840.000000 Penalty: 286492.562500
Splitting cluster 52 changes total score from -154541104.000000 to -154539840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (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: -95804.601562 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -95804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -93928.406250 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -93928.41 nChanged 243
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: -94251.960938 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -94251.96 nChanged 73
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: -94398.218750 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -94398.22 nChanged 47
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: -94494.515625 Penalty: 3401.326904
	Iteration 3Q: 3 clusters Score -94494.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94582.203125 Penalty: 3401.326904
	Iteration 4Q: 3 clusters Score -94582.2 nChanged 42
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: -94642.726562 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -94642.73 nChanged 22
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: -94692.125000 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -94692.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -94755.882812 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -94755.88 nChanged 30
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: -94840.296875 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -94840.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -94908.546875 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -94908.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -94981.109375 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -94981.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95024.210938 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -95024.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -95047.203125 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -95047.2 nChanged 7
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: -95058.164062 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -95058.16 nChanged 2
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: -95062.968750 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -95062.97 nChanged 4
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: -95076.203125 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -95076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95090.062500 Penalty: 3401.326904
	Iteration 16Q: 3 clusters Score -95090.06 nChanged 5
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: -95101.250000 Penalty: 3401.326904
	Iteration 17Q: 3 clusters Score -95101.25 nChanged 1
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: -95102.250000 Penalty: 3401.326904
	Iteration 18Q: 3 clusters Score -95102.25 nChanged 0
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: -95116.640625 Penalty: 3401.326904
	Iteration 19F: 3 clusters Score -95116.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95128.203125 Penalty: 3401.326904
	Iteration 20F: 3 clusters Score -95128.2 nChanged 5
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: -95135.867188 Penalty: 3401.326904
	Iteration 21Q: 3 clusters Score -95135.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95142.515625 Penalty: 3401.326904
	Iteration 22Q: 3 clusters Score -95142.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95163.820312 Penalty: 3401.326904
	Iteration 23Q: 3 clusters Score -95163.82 nChanged 9
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: -95181.718750 Penalty: 3401.326904
	Iteration 24Q: 3 clusters Score -95181.72 nChanged 8
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: -95200.750000 Penalty: 3401.326904
	Iteration 25Q: 3 clusters Score -95200.75 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: -95225.007812 Penalty: 3401.326904
	Iteration 26Q: 3 clusters Score -95225.01 nChanged 6
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: -95232.828125 Penalty: 3401.326904
	Iteration 27Q: 3 clusters Score -95232.83 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: -95239.609375 Penalty: 3401.326904
	Iteration 28Q: 3 clusters Score -95239.61 nChanged 3
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: -95247.609375 Penalty: 3401.326904
	Iteration 29Q: 3 clusters Score -95247.61 nChanged 4
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: -95256.640625 Penalty: 3401.326904
	Iteration 30Q: 3 clusters Score -95256.64 nChanged 3
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: -95266.656250 Penalty: 3401.326904
	Iteration 31Q: 3 clusters Score -95266.66 nChanged 2
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: -95274.703125 Penalty: 3401.326904
	Iteration 32Q: 3 clusters Score -95274.7 nChanged 5
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: -95281.320312 Penalty: 3401.326904
	Iteration 33Q: 3 clusters Score -95281.32 nChanged 2
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: -95284.000000 Penalty: 3401.326904
	Iteration 34Q: 3 clusters Score -95284 nChanged 1
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: -95285.304688 Penalty: 3401.326904
	Iteration 35Q: 3 clusters Score -95285.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -95286.687500 Penalty: 3401.326904
	Iteration 36Q: 3 clusters Score -95286.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -95286.687500 Penalty: 3401.326904
	Iteration 37F: 3 clusters Score -95286.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Entering Unmasked Estep 
Score: -306490.968750 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -306491 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 1325 members 
Entering Unmasked Estep 
Score: -303525.250000 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -303525.2 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -304088.531250 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -304088.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -304213.312500 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -304213.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -304292.156250 Penalty: 3890.743408
	Iteration 3Q: 3 clusters Score -304292.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -304357.750000 Penalty: 3890.743408
	Iteration 4Q: 3 clusters Score -304357.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -304415.156250 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -304415.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -304460.468750 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -304460.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -304500.093750 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -304500.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -304548.156250 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -304548.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -304588.093750 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -304588.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -304618.656250 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -304618.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -304649.531250 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -304649.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -304672.562500 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -304672.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -304692.500000 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -304692.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -304710.250000 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -304710.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -304734.218750 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -304734.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -304749.750000 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -304749.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -304760.406250 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -304760.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -304775.781250 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -304775.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -304786.562500 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -304786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -304791.312500 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -304791.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -304793.656250 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -304793.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -304796.812500 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -304796.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -304800.187500 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -304800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -304802.593750 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -304802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -304805.281250 Penalty: 3890.743408
	Iteration 25Q: 3 clusters Score -304805.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -304806.156250 Penalty: 3890.743408
	Iteration 26Q: 3 clusters Score -304806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -304809.125000 Penalty: 3890.743408
	Iteration 27Q: 3 clusters Score -304809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -304811.468750 Penalty: 3890.743408
	Iteration 28Q: 3 clusters Score -304811.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -304812.937500 Penalty: 3890.743408
	Iteration 29Q: 3 clusters Score -304812.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -304814.312500 Penalty: 3890.743408
	Iteration 30Q: 3 clusters Score -304814.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -304814.312500 Penalty: 3890.743408
	Iteration 31F: 3 clusters Score -304814.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -97986.390625 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -97986.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -96417.546875 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -96417.55 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -96816.726562 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -96816.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -96948.859375 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -96948.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -97073.968750 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -97073.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97161.453125 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -97161.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97250.562500 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -97250.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97328.382812 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -97328.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -97392.968750 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -97392.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97425.640625 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -97425.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97433.921875 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -97433.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97450.289062 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -97450.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97485.468750 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -97485.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -97507.953125 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -97507.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -97521.554688 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -97521.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97529.851562 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -97529.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97532.867188 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -97532.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -97534.171875 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -97534.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -97534.171875 Penalty: 3234.228271
	Iteration 17F: 3 clusters Score -97534.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Entering Unmasked Estep 
Score: -283479.625000 Penalty: 1928.372559
	Iteration 0F: 2 clusters Score -283479.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -280659.906250 Penalty: 3856.745117
	Iteration 0F: 3 clusters Score -280659.9 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -281193.468750 Penalty: 3856.745117
	Iteration 1F: 3 clusters Score -281193.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -281310.593750 Penalty: 3856.745117
	Iteration 2F: 3 clusters Score -281310.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -281407.406250 Penalty: 3856.745117
	Iteration 3Q: 3 clusters Score -281407.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -281477.687500 Penalty: 3856.745117
	Iteration 4Q: 3 clusters Score -281477.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -281550.093750 Penalty: 3856.745117
	Iteration 5Q: 3 clusters Score -281550.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -281610.843750 Penalty: 3856.745117
	Iteration 6Q: 3 clusters Score -281610.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -281670.968750 Penalty: 3856.745117
	Iteration 7Q: 3 clusters Score -281671 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -281720.062500 Penalty: 3856.745117
	Iteration 8Q: 3 clusters Score -281720.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -281779.125000 Penalty: 3856.745117
	Iteration 9Q: 3 clusters Score -281779.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -281840.187500 Penalty: 3856.745117
	Iteration 10Q: 3 clusters Score -281840.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -281889.468750 Penalty: 3856.745117
	Iteration 11Q: 3 clusters Score -281889.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -281930.843750 Penalty: 3856.745117
	Iteration 12Q: 3 clusters Score -281930.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -281963.500000 Penalty: 3856.745117
	Iteration 13Q: 3 clusters Score -281963.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -281992.812500 Penalty: 3856.745117
	Iteration 14Q: 3 clusters Score -281992.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -282025.468750 Penalty: 3856.745117
	Iteration 15Q: 3 clusters Score -282025.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -282055.843750 Penalty: 3856.745117
	Iteration 16Q: 3 clusters Score -282055.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -282087.562500 Penalty: 3856.745117
	Iteration 17Q: 3 clusters Score -282087.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -282110.750000 Penalty: 3856.745117
	Iteration 18Q: 3 clusters Score -282110.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -282139.593750 Penalty: 3856.745117
	Iteration 19Q: 3 clusters Score -282139.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -282174.000000 Penalty: 3856.745117
	Iteration 20F: 3 clusters Score -282174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -282202.781250 Penalty: 3856.745117
	Iteration 21Q: 3 clusters Score -282202.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -282224.875000 Penalty: 3856.745117
	Iteration 22Q: 3 clusters Score -282224.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -282249.625000 Penalty: 3856.745117
	Iteration 23Q: 3 clusters Score -282249.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -282264.468750 Penalty: 3856.745117
	Iteration 24Q: 3 clusters Score -282264.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -282275.093750 Penalty: 3856.745117
	Iteration 25Q: 3 clusters Score -282275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -282284.218750 Penalty: 3856.745117
	Iteration 26Q: 3 clusters Score -282284.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -282287.406250 Penalty: 3856.745117
	Iteration 27Q: 3 clusters Score -282287.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -282289.312500 Penalty: 3856.745117
	Iteration 28Q: 3 clusters Score -282289.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -282293.937500 Penalty: 3856.745117
	Iteration 29Q: 3 clusters Score -282293.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -282299.406250 Penalty: 3856.745117
	Iteration 30Q: 3 clusters Score -282299.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -282304.343750 Penalty: 3856.745117
	Iteration 31Q: 3 clusters Score -282304.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -282309.156250 Penalty: 3856.745117
	Iteration 32Q: 3 clusters Score -282309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -282313.468750 Penalty: 3856.745117
	Iteration 33Q: 3 clusters Score -282313.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -282315.906250 Penalty: 3856.745117
	Iteration 34Q: 3 clusters Score -282315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -282317.156250 Penalty: 3856.745117
	Iteration 35Q: 3 clusters Score -282317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -282317.843750 Penalty: 3856.745117
	Iteration 36Q: 3 clusters Score -282317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -282319.437500 Penalty: 3856.745117
	Iteration 37Q: 3 clusters Score -282319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -282322.562500 Penalty: 3856.745117
	Iteration 38Q: 3 clusters Score -282322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -282324.781250 Penalty: 3856.745117
	Iteration 39Q: 3 clusters Score -282324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -282327.312500 Penalty: 3856.745117
	Iteration 40F: 3 clusters Score -282327.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -282331.406250 Penalty: 3856.745117
	Iteration 41Q: 3 clusters Score -282331.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -282335.437500 Penalty: 3856.745117
	Iteration 42Q: 3 clusters Score -282335.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -282341.187500 Penalty: 3856.745117
	Iteration 43Q: 3 clusters Score -282341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -282344.625000 Penalty: 3856.745117
	Iteration 44Q: 3 clusters Score -282344.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -282346.218750 Penalty: 3856.745117
	Iteration 45Q: 3 clusters Score -282346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -282349.375000 Penalty: 3856.745117
	Iteration 46Q: 3 clusters Score -282349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -282350.250000 Penalty: 3856.745117
	Iteration 47Q: 3 clusters Score -282350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -282351.125000 Penalty: 3856.745117
	Iteration 48Q: 3 clusters Score -282351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -282352.781250 Penalty: 3856.745117
	Iteration 49Q: 3 clusters Score -282352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -282352.593750 Penalty: 3856.745117
	Iteration 50Q: 3 clusters Score -282352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -282352.750000 Penalty: 3856.745117
	Iteration 51Q: 3 clusters Score -282352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -282353.750000 Penalty: 3856.745117
	Iteration 52Q: 3 clusters Score -282353.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -282353.750000 Penalty: 3856.745117
	Iteration 53F: 3 clusters Score -282353.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (16560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Entering Unmasked Estep 
Score: -2057138.750000 Penalty: 2409.256836
	Iteration 0F: 2 clusters Score -2057139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2045346.875000 Penalty: 4818.513672
	Iteration 0F: 3 clusters Score -2045347 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2049412.125000 Penalty: 4818.513672
	Iteration 1F: 3 clusters Score -2049412 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2050199.625000 Penalty: 4818.513672
	Iteration 2F: 3 clusters Score -2050200 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2051236.500000 Penalty: 4818.513672
	Iteration 3F: 3 clusters Score -2051236 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2052423.375000 Penalty: 4818.513672
	Iteration 4F: 3 clusters Score -2052423 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2053478.000000 Penalty: 4818.513672
	Iteration 5F: 3 clusters Score -2053478 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2054177.875000 Penalty: 4818.513672
	Iteration 6F: 3 clusters Score -2054178 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2054492.500000 Penalty: 4818.513672
	Iteration 7Q: 3 clusters Score -2054492 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2054633.500000 Penalty: 4818.513672
	Iteration 8Q: 3 clusters Score -2054634 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2054723.375000 Penalty: 4818.513672
	Iteration 9Q: 3 clusters Score -2054723 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2054783.375000 Penalty: 4818.513672
	Iteration 10Q: 3 clusters Score -2054783 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2054827.250000 Penalty: 4818.513672
	Iteration 11Q: 3 clusters Score -2054827 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2054861.875000 Penalty: 4818.513672
	Iteration 12Q: 3 clusters Score -2054862 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2054894.250000 Penalty: 4818.513672
	Iteration 13Q: 3 clusters Score -2054894 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2054924.125000 Penalty: 4818.513672
	Iteration 14Q: 3 clusters Score -2054924 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2054952.000000 Penalty: 4818.513672
	Iteration 15Q: 3 clusters Score -2054952 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2054973.500000 Penalty: 4818.513672
	Iteration 16Q: 3 clusters Score -2054974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2054997.250000 Penalty: 4818.513672
	Iteration 17Q: 3 clusters Score -2054997 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2055003.250000 Penalty: 4818.513672
	Iteration 18Q: 3 clusters Score -2055003 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2055023.000000 Penalty: 4818.513672
	Iteration 19Q: 3 clusters Score -2055023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2055033.250000 Penalty: 4818.513672
	Iteration 20F: 3 clusters Score -2055033 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2055053.375000 Penalty: 4818.513672
	Iteration 21Q: 3 clusters Score -2055053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2055060.875000 Penalty: 4818.513672
	Iteration 22Q: 3 clusters Score -2055061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2055082.375000 Penalty: 4818.513672
	Iteration 23Q: 3 clusters Score -2055082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2055100.500000 Penalty: 4818.513672
	Iteration 24Q: 3 clusters Score -2055100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2055112.375000 Penalty: 4818.513672
	Iteration 25Q: 3 clusters Score -2055112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2055131.875000 Penalty: 4818.513672
	Iteration 26Q: 3 clusters Score -2055132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2055135.500000 Penalty: 4818.513672
	Iteration 27Q: 3 clusters Score -2055136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2055146.500000 Penalty: 4818.513672
	Iteration 28Q: 3 clusters Score -2055146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2055156.375000 Penalty: 4818.513672
	Iteration 29Q: 3 clusters Score -2055156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2055169.125000 Penalty: 4818.513672
	Iteration 30Q: 3 clusters Score -2055169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2055180.500000 Penalty: 4818.513672
	Iteration 31Q: 3 clusters Score -2055180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2055185.875000 Penalty: 4818.513672
	Iteration 32Q: 3 clusters Score -2055186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2055189.000000 Penalty: 4818.513672
	Iteration 33Q: 3 clusters Score -2055189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2055199.125000 Penalty: 4818.513672
	Iteration 34Q: 3 clusters Score -2055199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2055209.750000 Penalty: 4818.513672
	Iteration 35Q: 3 clusters Score -2055210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2055218.500000 Penalty: 4818.513672
	Iteration 36Q: 3 clusters Score -2055218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2055222.875000 Penalty: 4818.513672
	Iteration 37Q: 3 clusters Score -2055223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2055225.125000 Penalty: 4818.513672
	Iteration 38Q: 3 clusters Score -2055225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2055230.875000 Penalty: 4818.513672
	Iteration 39Q: 3 clusters Score -2055231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2055236.500000 Penalty: 4818.513672
	Iteration 40F: 3 clusters Score -2055236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2055240.125000 Penalty: 4818.513672
	Iteration 41Q: 3 clusters Score -2055240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2055245.000000 Penalty: 4818.513672
	Iteration 42Q: 3 clusters Score -2055245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2055248.625000 Penalty: 4818.513672
	Iteration 43Q: 3 clusters Score -2055249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2055254.125000 Penalty: 4818.513672
	Iteration 44Q: 3 clusters Score -2055254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2055254.875000 Penalty: 4818.513672
	Iteration 45Q: 3 clusters Score -2055255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2055263.625000 Penalty: 4818.513672
	Iteration 46Q: 3 clusters Score -2055264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2055266.000000 Penalty: 4818.513672
	Iteration 47Q: 3 clusters Score -2055266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2055272.750000 Penalty: 4818.513672
	Iteration 48Q: 3 clusters Score -2055273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2055273.500000 Penalty: 4818.513672
	Iteration 49Q: 3 clusters Score -2055274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2055276.750000 Penalty: 4818.513672
	Iteration 50Q: 3 clusters Score -2055277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2055286.875000 Penalty: 4818.513672
	Iteration 51Q: 3 clusters Score -2055287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2055291.875000 Penalty: 4818.513672
	Iteration 52Q: 3 clusters Score -2055292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2055295.125000 Penalty: 4818.513672
	Iteration 53Q: 3 clusters Score -2055295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2055300.250000 Penalty: 4818.513672
	Iteration 54Q: 3 clusters Score -2055300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2055298.750000 Penalty: 4818.513672
	Iteration 55Q: 3 clusters Score -2055299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2055303.000000 Penalty: 4818.513672
	Iteration 56Q: 3 clusters Score -2055303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2055301.875000 Penalty: 4818.513672
	Iteration 57Q: 3 clusters Score -2055302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2055299.500000 Penalty: 4818.513672
	Iteration 58Q: 3 clusters Score -2055300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2055303.250000 Penalty: 4818.513672
	Iteration 59Q: 3 clusters Score -2055303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2055304.500000 Penalty: 4818.513672
	Iteration 60F: 3 clusters Score -2055304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2055302.500000 Penalty: 4818.513672
	Iteration 61Q: 3 clusters Score -2055302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2055302.125000 Penalty: 4818.513672
	Iteration 62Q: 3 clusters Score -2055302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2055303.375000 Penalty: 4818.513672
	Iteration 63Q: 3 clusters Score -2055303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2055305.375000 Penalty: 4818.513672
	Iteration 64Q: 3 clusters Score -2055305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2055305.125000 Penalty: 4818.513672
	Iteration 65Q: 3 clusters Score -2055305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2055305.125000 Penalty: 4818.513672
	Iteration 66Q: 3 clusters Score -2055305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2055305.125000 Penalty: 4818.513672
	Iteration 67F: 3 clusters Score -2055305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -244122.312500 Penalty: 1897.477783
	Iteration 0F: 2 clusters Score -244122.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -241471.515625 Penalty: 3794.955566
	Iteration 0F: 3 clusters Score -241471.5 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -241943.828125 Penalty: 3794.955566
	Iteration 1F: 3 clusters Score -241943.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -242098.765625 Penalty: 3794.955566
	Iteration 2F: 3 clusters Score -242098.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -242190.359375 Penalty: 3794.955566
	Iteration 3Q: 3 clusters Score -242190.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -242243.890625 Penalty: 3794.955566
	Iteration 4Q: 3 clusters Score -242243.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -242275.500000 Penalty: 3794.955566
	Iteration 5Q: 3 clusters Score -242275.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -242308.000000 Penalty: 3794.955566
	Iteration 6Q: 3 clusters Score -242308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -242330.109375 Penalty: 3794.955566
	Iteration 7Q: 3 clusters Score -242330.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -242350.359375 Penalty: 3794.955566
	Iteration 8Q: 3 clusters Score -242350.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -242361.250000 Penalty: 3794.955566
	Iteration 9Q: 3 clusters Score -242361.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -242367.843750 Penalty: 3794.955566
	Iteration 10Q: 3 clusters Score -242367.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -242373.593750 Penalty: 3794.955566
	Iteration 11Q: 3 clusters Score -242373.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -242381.890625 Penalty: 3794.955566
	Iteration 12Q: 3 clusters Score -242381.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -242391.640625 Penalty: 3794.955566
	Iteration 13Q: 3 clusters Score -242391.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -242400.000000 Penalty: 3794.955566
	Iteration 14Q: 3 clusters Score -242400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -242411.812500 Penalty: 3794.955566
	Iteration 15Q: 3 clusters Score -242411.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -242423.359375 Penalty: 3794.955566
	Iteration 16Q: 3 clusters Score -242423.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -242428.390625 Penalty: 3794.955566
	Iteration 17Q: 3 clusters Score -242428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -242430.281250 Penalty: 3794.955566
	Iteration 18Q: 3 clusters Score -242430.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -242433.703125 Penalty: 3794.955566
	Iteration 19Q: 3 clusters Score -242433.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -242435.421875 Penalty: 3794.955566
	Iteration 20F: 3 clusters Score -242435.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -242437.531250 Penalty: 3794.955566
	Iteration 21Q: 3 clusters Score -242437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -242438.531250 Penalty: 3794.955566
	Iteration 22Q: 3 clusters Score -242438.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -242440.656250 Penalty: 3794.955566
	Iteration 23Q: 3 clusters Score -242440.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -242445.375000 Penalty: 3794.955566
	Iteration 24Q: 3 clusters Score -242445.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -242450.593750 Penalty: 3794.955566
	Iteration 25Q: 3 clusters Score -242450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -242453.156250 Penalty: 3794.955566
	Iteration 26Q: 3 clusters Score -242453.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242454.859375 Penalty: 3794.955566
	Iteration 27Q: 3 clusters Score -242454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -242456.468750 Penalty: 3794.955566
	Iteration 28Q: 3 clusters Score -242456.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -242456.468750 Penalty: 3794.955566
	Iteration 29F: 3 clusters Score -242456.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -519190.718750 Penalty: 2083.586426
	Iteration 0F: 2 clusters Score -519190.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -515020.875000 Penalty: 4167.172852
	Iteration 0F: 3 clusters Score -515020.9 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -516016.656250 Penalty: 4167.172852
	Iteration 1F: 3 clusters Score -516016.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -516247.343750 Penalty: 4167.172852
	Iteration 2F: 3 clusters Score -516247.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -516429.406250 Penalty: 4167.172852
	Iteration 3F: 3 clusters Score -516429.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -516555.343750 Penalty: 4167.172852
	Iteration 4Q: 3 clusters Score -516555.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -516646.187500 Penalty: 4167.172852
	Iteration 5Q: 3 clusters Score -516646.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -516728.406250 Penalty: 4167.172852
	Iteration 6Q: 3 clusters Score -516728.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -516804.531250 Penalty: 4167.172852
	Iteration 7Q: 3 clusters Score -516804.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -516880.687500 Penalty: 4167.172852
	Iteration 8Q: 3 clusters Score -516880.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -516953.375000 Penalty: 4167.172852
	Iteration 9Q: 3 clusters Score -516953.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -517023.781250 Penalty: 4167.172852
	Iteration 10Q: 3 clusters Score -517023.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -517103.968750 Penalty: 4167.172852
	Iteration 11Q: 3 clusters Score -517104 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -517183.687500 Penalty: 4167.172852
	Iteration 12Q: 3 clusters Score -517183.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -517255.625000 Penalty: 4167.172852
	Iteration 13Q: 3 clusters Score -517255.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -517324.062500 Penalty: 4167.172852
	Iteration 14Q: 3 clusters Score -517324.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -517392.406250 Penalty: 4167.172852
	Iteration 15Q: 3 clusters Score -517392.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -517459.937500 Penalty: 4167.172852
	Iteration 16Q: 3 clusters Score -517459.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -517512.937500 Penalty: 4167.172852
	Iteration 17Q: 3 clusters Score -517512.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -517558.406250 Penalty: 4167.172852
	Iteration 18Q: 3 clusters Score -517558.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -517617.156250 Penalty: 4167.172852
	Iteration 19Q: 3 clusters Score -517617.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -517672.906250 Penalty: 4167.172852
	Iteration 20F: 3 clusters Score -517672.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -517719.468750 Penalty: 4167.172852
	Iteration 21Q: 3 clusters Score -517719.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -517751.843750 Penalty: 4167.172852
	Iteration 22Q: 3 clusters Score -517751.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -517778.500000 Penalty: 4167.172852
	Iteration 23Q: 3 clusters Score -517778.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -517800.031250 Penalty: 4167.172852
	Iteration 24Q: 3 clusters Score -517800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -517820.937500 Penalty: 4167.172852
	Iteration 25Q: 3 clusters Score -517820.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -517833.718750 Penalty: 4167.172852
	Iteration 26Q: 3 clusters Score -517833.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -517842.125000 Penalty: 4167.172852
	Iteration 27Q: 3 clusters Score -517842.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -517846.500000 Penalty: 4167.172852
	Iteration 28Q: 3 clusters Score -517846.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -517849.843750 Penalty: 4167.172852
	Iteration 29Q: 3 clusters Score -517849.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -517852.531250 Penalty: 4167.172852
	Iteration 30Q: 3 clusters Score -517852.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -517853.437500 Penalty: 4167.172852
	Iteration 31Q: 3 clusters Score -517853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -517855.062500 Penalty: 4167.172852
	Iteration 32Q: 3 clusters Score -517855.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -517858.875000 Penalty: 4167.172852
	Iteration 33Q: 3 clusters Score -517858.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -517862.093750 Penalty: 4167.172852
	Iteration 34Q: 3 clusters Score -517862.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -517865.000000 Penalty: 4167.172852
	Iteration 35Q: 3 clusters Score -517865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -517869.000000 Penalty: 4167.172852
	Iteration 36Q: 3 clusters Score -517869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -517871.125000 Penalty: 4167.172852
	Iteration 37Q: 3 clusters Score -517871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -517873.250000 Penalty: 4167.172852
	Iteration 38Q: 3 clusters Score -517873.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -517876.343750 Penalty: 4167.172852
	Iteration 39Q: 3 clusters Score -517876.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -517879.562500 Penalty: 4167.172852
	Iteration 40F: 3 clusters Score -517879.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -517881.125000 Penalty: 4167.172852
	Iteration 41Q: 3 clusters Score -517881.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -517883.187500 Penalty: 4167.172852
	Iteration 42Q: 3 clusters Score -517883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -517883.937500 Penalty: 4167.172852
	Iteration 43Q: 3 clusters Score -517883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -517885.843750 Penalty: 4167.172852
	Iteration 44Q: 3 clusters Score -517885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -517885.906250 Penalty: 4167.172852
	Iteration 45Q: 3 clusters Score -517885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -517886.687500 Penalty: 4167.172852
	Iteration 46Q: 3 clusters Score -517886.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -517886.687500 Penalty: 4167.172852
	Iteration 47F: 3 clusters Score -517886.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (16053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Entering Unmasked Estep 
Score: -1968323.625000 Penalty: 2401.545410
	Iteration 0F: 2 clusters Score -1968324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1956832.875000 Penalty: 4803.090820
	Iteration 0F: 3 clusters Score -1956833 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1960544.375000 Penalty: 4803.090820
	Iteration 1F: 3 clusters Score -1960544 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1960913.750000 Penalty: 4803.090820
	Iteration 2F: 3 clusters Score -1960914 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1961187.500000 Penalty: 4803.090820
	Iteration 3Q: 3 clusters Score -1961188 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1961390.500000 Penalty: 4803.090820
	Iteration 4Q: 3 clusters Score -1961390 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1961565.500000 Penalty: 4803.090820
	Iteration 5Q: 3 clusters Score -1961566 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1961732.500000 Penalty: 4803.090820
	Iteration 6Q: 3 clusters Score -1961732 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1961943.500000 Penalty: 4803.090820
	Iteration 7Q: 3 clusters Score -1961944 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1962205.375000 Penalty: 4803.090820
	Iteration 8Q: 3 clusters Score -1962205 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1962540.500000 Penalty: 4803.090820
	Iteration 9Q: 3 clusters Score -1962540 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1962911.375000 Penalty: 4803.090820
	Iteration 10Q: 3 clusters Score -1962911 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1963386.500000 Penalty: 4803.090820
	Iteration 11Q: 3 clusters Score -1963386 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1963982.125000 Penalty: 4803.090820
	Iteration 12F: 3 clusters Score -1963982 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1964606.625000 Penalty: 4803.090820
	Iteration 13Q: 3 clusters Score -1964607 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1965155.250000 Penalty: 4803.090820
	Iteration 14Q: 3 clusters Score -1965155 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1965522.875000 Penalty: 4803.090820
	Iteration 15Q: 3 clusters Score -1965523 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1965774.250000 Penalty: 4803.090820
	Iteration 16Q: 3 clusters Score -1965774 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1965933.625000 Penalty: 4803.090820
	Iteration 17Q: 3 clusters Score -1965934 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1966041.000000 Penalty: 4803.090820
	Iteration 18Q: 3 clusters Score -1966041 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1966097.875000 Penalty: 4803.090820
	Iteration 19Q: 3 clusters Score -1966098 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1966140.750000 Penalty: 4803.090820
	Iteration 20F: 3 clusters Score -1966141 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1966162.750000 Penalty: 4803.090820
	Iteration 21Q: 3 clusters Score -1966163 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1966191.750000 Penalty: 4803.090820
	Iteration 22Q: 3 clusters Score -1966192 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1966207.375000 Penalty: 4803.090820
	Iteration 23Q: 3 clusters Score -1966207 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1966225.500000 Penalty: 4803.090820
	Iteration 24Q: 3 clusters Score -1966226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1966247.625000 Penalty: 4803.090820
	Iteration 25Q: 3 clusters Score -1966248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1966266.750000 Penalty: 4803.090820
	Iteration 26Q: 3 clusters Score -1966267 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1966275.000000 Penalty: 4803.090820
	Iteration 27Q: 3 clusters Score -1966275 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1966282.250000 Penalty: 4803.090820
	Iteration 28Q: 3 clusters Score -1966282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1966285.750000 Penalty: 4803.090820
	Iteration 29Q: 3 clusters Score -1966286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1966286.625000 Penalty: 4803.090820
	Iteration 30Q: 3 clusters Score -1966287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1966291.375000 Penalty: 4803.090820
	Iteration 31Q: 3 clusters Score -1966291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1966294.250000 Penalty: 4803.090820
	Iteration 32Q: 3 clusters Score -1966294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1966296.125000 Penalty: 4803.090820
	Iteration 33Q: 3 clusters Score -1966296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1966296.750000 Penalty: 4803.090820
	Iteration 34Q: 3 clusters Score -1966297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1966297.250000 Penalty: 4803.090820
	Iteration 35Q: 3 clusters Score -1966297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1966298.000000 Penalty: 4803.090820
	Iteration 36Q: 3 clusters Score -1966298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1966301.625000 Penalty: 4803.090820
	Iteration 37Q: 3 clusters Score -1966302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1966298.375000 Penalty: 4803.090820
	Iteration 38Q: 3 clusters Score -1966298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1966300.375000 Penalty: 4803.090820
	Iteration 39Q: 3 clusters Score -1966300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1966301.250000 Penalty: 4803.090820
	Iteration 40F: 3 clusters Score -1966301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1966302.375000 Penalty: 4803.090820
	Iteration 41Q: 3 clusters Score -1966302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1966302.125000 Penalty: 4803.090820
	Iteration 42Q: 3 clusters Score -1966302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1966302.500000 Penalty: 4803.090820
	Iteration 43Q: 3 clusters Score -1966302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1966306.625000 Penalty: 4803.090820
	Iteration 44Q: 3 clusters Score -1966307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1966304.250000 Penalty: 4803.090820
	Iteration 45Q: 3 clusters Score -1966304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1966302.750000 Penalty: 4803.090820
	Iteration 46Q: 3 clusters Score -1966303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1966306.625000 Penalty: 4803.090820
	Iteration 47Q: 3 clusters Score -1966307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1966301.875000 Penalty: 4803.090820
	Iteration 48Q: 3 clusters Score -1966302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1966312.625000 Penalty: 4803.090820
	Iteration 49Q: 3 clusters Score -1966313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1966321.375000 Penalty: 4803.090820
	Iteration 50Q: 3 clusters Score -1966321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1966324.125000 Penalty: 4803.090820
	Iteration 51Q: 3 clusters Score -1966324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1966324.375000 Penalty: 4803.090820
	Iteration 52Q: 3 clusters Score -1966324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1966324.125000 Penalty: 4803.090820
	Iteration 53Q: 3 clusters Score -1966324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1966325.625000 Penalty: 4803.090820
	Iteration 54Q: 3 clusters Score -1966326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1966328.625000 Penalty: 4803.090820
	Iteration 55Q: 3 clusters Score -1966329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1966328.125000 Penalty: 4803.090820
	Iteration 56Q: 3 clusters Score -1966328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1966331.375000 Penalty: 4803.090820
	Iteration 57Q: 3 clusters Score -1966331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1966334.125000 Penalty: 4803.090820
	Iteration 58Q: 3 clusters Score -1966334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1966336.750000 Penalty: 4803.090820
	Iteration 59Q: 3 clusters Score -1966337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1966341.375000 Penalty: 4803.090820
	Iteration 60F: 3 clusters Score -1966341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1966337.875000 Penalty: 4803.090820
	Iteration 61Q: 3 clusters Score -1966338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1966339.750000 Penalty: 4803.090820
	Iteration 62Q: 3 clusters Score -1966340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1966342.750000 Penalty: 4803.090820
	Iteration 63Q: 3 clusters Score -1966343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1966346.250000 Penalty: 4803.090820
	Iteration 64Q: 3 clusters Score -1966346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1966342.250000 Penalty: 4803.090820
	Iteration 65Q: 3 clusters Score -1966342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1966346.375000 Penalty: 4803.090820
	Iteration 66Q: 3 clusters Score -1966346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1966345.500000 Penalty: 4803.090820
	Iteration 67Q: 3 clusters Score -1966346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1966346.625000 Penalty: 4803.090820
	Iteration 68Q: 3 clusters Score -1966347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1966346.500000 Penalty: 4803.090820
	Iteration 69Q: 3 clusters Score -1966346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1966347.000000 Penalty: 4803.090820
	Iteration 70Q: 3 clusters Score -1966347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1966348.000000 Penalty: 4803.090820
	Iteration 71Q: 3 clusters Score -1966348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1966351.625000 Penalty: 4803.090820
	Iteration 72Q: 3 clusters Score -1966352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1966347.875000 Penalty: 4803.090820
	Iteration 73Q: 3 clusters Score -1966348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1966348.125000 Penalty: 4803.090820
	Iteration 74Q: 3 clusters Score -1966348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1966348.875000 Penalty: 4803.090820
	Iteration 75Q: 3 clusters Score -1966349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1966351.250000 Penalty: 4803.090820
	Iteration 76Q: 3 clusters Score -1966351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1966351.375000 Penalty: 4803.090820
	Iteration 77Q: 3 clusters Score -1966351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1966355.750000 Penalty: 4803.090820
	Iteration 78Q: 3 clusters Score -1966356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1966356.000000 Penalty: 4803.090820
	Iteration 79Q: 3 clusters Score -1966356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1966353.000000 Penalty: 4803.090820
	Iteration 80F: 3 clusters Score -1966353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1966353.125000 Penalty: 4803.090820
	Iteration 81Q: 3 clusters Score -1966353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1966353.125000 Penalty: 4803.090820
	Iteration 82F: 3 clusters Score -1966353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (28709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Entering Unmasked Estep 
Score: -3430080.250000 Penalty: 2545.711670
	Iteration 0F: 2 clusters Score -3430080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3410354.750000 Penalty: 5091.423340
	Iteration 0F: 3 clusters Score -3410355 nChanged 12948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3417499.000000 Penalty: 5091.423340
	Iteration 1F: 3 clusters Score -3417499 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3418157.250000 Penalty: 5091.423340
	Iteration 2F: 3 clusters Score -3418157 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3418904.750000 Penalty: 5091.423340
	Iteration 3F: 3 clusters Score -3418905 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3419774.750000 Penalty: 5091.423340
	Iteration 4F: 3 clusters Score -3419775 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3420709.250000 Penalty: 5091.423340
	Iteration 5F: 3 clusters Score -3420709 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3421606.250000 Penalty: 5091.423340
	Iteration 6F: 3 clusters Score -3421606 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3422470.250000 Penalty: 5091.423340
	Iteration 7F: 3 clusters Score -3422470 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3423192.500000 Penalty: 5091.423340
	Iteration 8Q: 3 clusters Score -3423192 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3423800.500000 Penalty: 5091.423340
	Iteration 9Q: 3 clusters Score -3423800 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3424265.250000 Penalty: 5091.423340
	Iteration 10Q: 3 clusters Score -3424265 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3424596.750000 Penalty: 5091.423340
	Iteration 11Q: 3 clusters Score -3424597 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3424807.250000 Penalty: 5091.423340
	Iteration 12Q: 3 clusters Score -3424807 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3424937.750000 Penalty: 5091.423340
	Iteration 13Q: 3 clusters Score -3424938 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3425010.500000 Penalty: 5091.423340
	Iteration 14Q: 3 clusters Score -3425010 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3425104.750000 Penalty: 5091.423340
	Iteration 15Q: 3 clusters Score -3425105 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3425139.000000 Penalty: 5091.423340
	Iteration 16Q: 3 clusters Score -3425139 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3425165.000000 Penalty: 5091.423340
	Iteration 17Q: 3 clusters Score -3425165 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3425193.500000 Penalty: 5091.423340
	Iteration 18Q: 3 clusters Score -3425194 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3425238.750000 Penalty: 5091.423340
	Iteration 19Q: 3 clusters Score -3425239 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3425262.000000 Penalty: 5091.423340
	Iteration 20F: 3 clusters Score -3425262 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3425304.250000 Penalty: 5091.423340
	Iteration 21Q: 3 clusters Score -3425304 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3425322.750000 Penalty: 5091.423340
	Iteration 22Q: 3 clusters Score -3425323 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3425345.500000 Penalty: 5091.423340
	Iteration 23Q: 3 clusters Score -3425346 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3425348.000000 Penalty: 5091.423340
	Iteration 24Q: 3 clusters Score -3425348 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3425377.000000 Penalty: 5091.423340
	Iteration 25Q: 3 clusters Score -3425377 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3425400.500000 Penalty: 5091.423340
	Iteration 26Q: 3 clusters Score -3425400 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -3425404.500000 Penalty: 5091.423340
	Iteration 27Q: 3 clusters Score -3425404 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3425412.250000 Penalty: 5091.423340
	Iteration 28Q: 3 clusters Score -3425412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3425422.000000 Penalty: 5091.423340
	Iteration 29Q: 3 clusters Score -3425422 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3425429.000000 Penalty: 5091.423340
	Iteration 30Q: 3 clusters Score -3425429 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3425446.500000 Penalty: 5091.423340
	Iteration 31Q: 3 clusters Score -3425446 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3425456.500000 Penalty: 5091.423340
	Iteration 32Q: 3 clusters Score -3425456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3425471.750000 Penalty: 5091.423340
	Iteration 33Q: 3 clusters Score -3425472 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3425475.500000 Penalty: 5091.423340
	Iteration 34Q: 3 clusters Score -3425476 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3425492.250000 Penalty: 5091.423340
	Iteration 35Q: 3 clusters Score -3425492 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3425511.500000 Penalty: 5091.423340
	Iteration 36Q: 3 clusters Score -3425512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3425528.750000 Penalty: 5091.423340
	Iteration 37Q: 3 clusters Score -3425529 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3425527.250000 Penalty: 5091.423340
	Iteration 38Q: 3 clusters Score -3425527 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3425534.500000 Penalty: 5091.423340
	Iteration 39Q: 3 clusters Score -3425534 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3425543.500000 Penalty: 5091.423340
	Iteration 40F: 3 clusters Score -3425544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3425551.750000 Penalty: 5091.423340
	Iteration 41Q: 3 clusters Score -3425552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3425562.000000 Penalty: 5091.423340
	Iteration 42Q: 3 clusters Score -3425562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -3425563.250000 Penalty: 5091.423340
	Iteration 43Q: 3 clusters Score -3425563 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3425574.250000 Penalty: 5091.423340
	Iteration 44Q: 3 clusters Score -3425574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3425579.000000 Penalty: 5091.423340
	Iteration 45Q: 3 clusters Score -3425579 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3425594.500000 Penalty: 5091.423340
	Iteration 46Q: 3 clusters Score -3425594 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3425594.000000 Penalty: 5091.423340
	Iteration 47Q: 3 clusters Score -3425594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3425615.000000 Penalty: 5091.423340
	Iteration 48Q: 3 clusters Score -3425615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3425608.000000 Penalty: 5091.423340
	Iteration 49Q: 3 clusters Score -3425608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3425620.750000 Penalty: 5091.423340
	Iteration 50Q: 3 clusters Score -3425621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3425618.250000 Penalty: 5091.423340
	Iteration 51Q: 3 clusters Score -3425618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3425625.000000 Penalty: 5091.423340
	Iteration 52Q: 3 clusters Score -3425625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3425630.500000 Penalty: 5091.423340
	Iteration 53Q: 3 clusters Score -3425630 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3425625.750000 Penalty: 5091.423340
	Iteration 54Q: 3 clusters Score -3425626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3425632.250000 Penalty: 5091.423340
	Iteration 55Q: 3 clusters Score -3425632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3425635.250000 Penalty: 5091.423340
	Iteration 56Q: 3 clusters Score -3425635 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3425645.000000 Penalty: 5091.423340
	Iteration 57Q: 3 clusters Score -3425645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3425649.000000 Penalty: 5091.423340
	Iteration 58Q: 3 clusters Score -3425649 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3425654.750000 Penalty: 5091.423340
	Iteration 59Q: 3 clusters Score -3425655 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3425662.500000 Penalty: 5091.423340
	Iteration 60F: 3 clusters Score -3425662 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3425661.000000 Penalty: 5091.423340
	Iteration 61Q: 3 clusters Score -3425661 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3425666.000000 Penalty: 5091.423340
	Iteration 62Q: 3 clusters Score -3425666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3425671.000000 Penalty: 5091.423340
	Iteration 63Q: 3 clusters Score -3425671 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3425677.500000 Penalty: 5091.423340
	Iteration 64Q: 3 clusters Score -3425678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3425687.500000 Penalty: 5091.423340
	Iteration 65Q: 3 clusters Score -3425688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3425697.750000 Penalty: 5091.423340
	Iteration 66Q: 3 clusters Score -3425698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -3425702.750000 Penalty: 5091.423340
	Iteration 67Q: 3 clusters Score -3425703 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3425710.000000 Penalty: 5091.423340
	Iteration 68Q: 3 clusters Score -3425710 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3425720.000000 Penalty: 5091.423340
	Iteration 69Q: 3 clusters Score -3425720 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3425737.750000 Penalty: 5091.423340
	Iteration 70Q: 3 clusters Score -3425738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -3425754.500000 Penalty: 5091.423340
	Iteration 71Q: 3 clusters Score -3425754 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3425768.000000 Penalty: 5091.423340
	Iteration 72Q: 3 clusters Score -3425768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -3425758.750000 Penalty: 5091.423340
	Iteration 73Q: 3 clusters Score -3425759 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3425771.250000 Penalty: 5091.423340
	Iteration 74Q: 3 clusters Score -3425771 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -3425780.500000 Penalty: 5091.423340
	Iteration 75Q: 3 clusters Score -3425780 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3425802.750000 Penalty: 5091.423340
	Iteration 76Q: 3 clusters Score -3425803 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3425815.500000 Penalty: 5091.423340
	Iteration 77Q: 3 clusters Score -3425816 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3425837.500000 Penalty: 5091.423340
	Iteration 78Q: 3 clusters Score -3425838 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3425852.500000 Penalty: 5091.423340
	Iteration 79Q: 3 clusters Score -3425852 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -3425869.750000 Penalty: 5091.423340
	Iteration 80F: 3 clusters Score -3425870 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3425908.750000 Penalty: 5091.423340
	Iteration 81Q: 3 clusters Score -3425909 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -3425956.000000 Penalty: 5091.423340
	Iteration 82Q: 3 clusters Score -3425956 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -3425971.250000 Penalty: 5091.423340
	Iteration 83Q: 3 clusters Score -3425971 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3426012.000000 Penalty: 5091.423340
	Iteration 84Q: 3 clusters Score -3426012 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -3426064.750000 Penalty: 5091.423340
	Iteration 85Q: 3 clusters Score -3426065 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3426110.500000 Penalty: 5091.423340
	Iteration 86Q: 3 clusters Score -3426110 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -3426158.250000 Penalty: 5091.423340
	Iteration 87Q: 3 clusters Score -3426158 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3426228.250000 Penalty: 5091.423340
	Iteration 88Q: 3 clusters Score -3426228 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3426274.000000 Penalty: 5091.423340
	Iteration 89Q: 3 clusters Score -3426274 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3426352.000000 Penalty: 5091.423340
	Iteration 90Q: 3 clusters Score -3426352 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3426389.500000 Penalty: 5091.423340
	Iteration 91Q: 3 clusters Score -3426390 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3426455.500000 Penalty: 5091.423340
	Iteration 92Q: 3 clusters Score -3426456 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -3426518.750000 Penalty: 5091.423340
	Iteration 93Q: 3 clusters Score -3426519 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3426593.250000 Penalty: 5091.423340
	Iteration 94Q: 3 clusters Score -3426593 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -3426669.000000 Penalty: 5091.423340
	Iteration 95Q: 3 clusters Score -3426669 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3426760.000000 Penalty: 5091.423340
	Iteration 96Q: 3 clusters Score -3426760 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3426841.250000 Penalty: 5091.423340
	Iteration 97Q: 3 clusters Score -3426841 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3426934.000000 Penalty: 5091.423340
	Iteration 98Q: 3 clusters Score -3426934 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3427041.750000 Penalty: 5091.423340
	Iteration 99Q: 3 clusters Score -3427042 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3427142.250000 Penalty: 5091.423340
	Iteration 100F: 3 clusters Score -3427142 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -3427231.500000 Penalty: 5091.423340
	Iteration 101Q: 3 clusters Score -3427232 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3427328.500000 Penalty: 5091.423340
	Iteration 102Q: 3 clusters Score -3427328 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3427431.750000 Penalty: 5091.423340
	Iteration 103Q: 3 clusters Score -3427432 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3427514.000000 Penalty: 5091.423340
	Iteration 104Q: 3 clusters Score -3427514 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3427592.000000 Penalty: 5091.423340
	Iteration 105Q: 3 clusters Score -3427592 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3427657.250000 Penalty: 5091.423340
	Iteration 106Q: 3 clusters Score -3427657 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3427725.000000 Penalty: 5091.423340
	Iteration 107Q: 3 clusters Score -3427725 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3427776.750000 Penalty: 5091.423340
	Iteration 108Q: 3 clusters Score -3427777 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3427829.250000 Penalty: 5091.423340
	Iteration 109Q: 3 clusters Score -3427829 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3427879.250000 Penalty: 5091.423340
	Iteration 110Q: 3 clusters Score -3427879 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3427913.000000 Penalty: 5091.423340
	Iteration 111Q: 3 clusters Score -3427913 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -3427947.250000 Penalty: 5091.423340
	Iteration 112Q: 3 clusters Score -3427947 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3427984.750000 Penalty: 5091.423340
	Iteration 113Q: 3 clusters Score -3427985 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3428021.250000 Penalty: 5091.423340
	Iteration 114Q: 3 clusters Score -3428021 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3428051.750000 Penalty: 5091.423340
	Iteration 115Q: 3 clusters Score -3428052 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3428079.000000 Penalty: 5091.423340
	Iteration 116Q: 3 clusters Score -3428079 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3428084.000000 Penalty: 5091.423340
	Iteration 117Q: 3 clusters Score -3428084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -3428093.250000 Penalty: 5091.423340
	Iteration 118Q: 3 clusters Score -3428093 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3428112.750000 Penalty: 5091.423340
	Iteration 119Q: 3 clusters Score -3428113 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3428135.500000 Penalty: 5091.423340
	Iteration 120F: 3 clusters Score -3428136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3428148.250000 Penalty: 5091.423340
	Iteration 121Q: 3 clusters Score -3428148 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -3428166.500000 Penalty: 5091.423340
	Iteration 122Q: 3 clusters Score -3428166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -3428186.000000 Penalty: 5091.423340
	Iteration 123Q: 3 clusters Score -3428186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3428205.250000 Penalty: 5091.423340
	Iteration 124Q: 3 clusters Score -3428205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3428215.750000 Penalty: 5091.423340
	Iteration 125Q: 3 clusters Score -3428216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3428231.750000 Penalty: 5091.423340
	Iteration 126Q: 3 clusters Score -3428232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3428253.750000 Penalty: 5091.423340
	Iteration 127Q: 3 clusters Score -3428254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3428256.000000 Penalty: 5091.423340
	Iteration 128Q: 3 clusters Score -3428256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -3428259.000000 Penalty: 5091.423340
	Iteration 129Q: 3 clusters Score -3428259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -3428264.000000 Penalty: 5091.423340
	Iteration 130Q: 3 clusters Score -3428264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3428270.750000 Penalty: 5091.423340
	Iteration 131Q: 3 clusters Score -3428271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3428289.750000 Penalty: 5091.423340
	Iteration 132Q: 3 clusters Score -3428290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3428304.250000 Penalty: 5091.423340
	Iteration 133Q: 3 clusters Score -3428304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3428310.000000 Penalty: 5091.423340
	Iteration 134Q: 3 clusters Score -3428310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3428316.250000 Penalty: 5091.423340
	Iteration 135Q: 3 clusters Score -3428316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3428326.000000 Penalty: 5091.423340
	Iteration 136Q: 3 clusters Score -3428326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3428340.250000 Penalty: 5091.423340
	Iteration 137Q: 3 clusters Score -3428340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3428346.750000 Penalty: 5091.423340
	Iteration 138Q: 3 clusters Score -3428347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3428357.000000 Penalty: 5091.423340
	Iteration 139Q: 3 clusters Score -3428357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -3428357.250000 Penalty: 5091.423340
	Iteration 140F: 3 clusters Score -3428357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -3428375.500000 Penalty: 5091.423340
	Iteration 141Q: 3 clusters Score -3428376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3428383.750000 Penalty: 5091.423340
	Iteration 142Q: 3 clusters Score -3428384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3428400.750000 Penalty: 5091.423340
	Iteration 143Q: 3 clusters Score -3428401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3428425.750000 Penalty: 5091.423340
	Iteration 144Q: 3 clusters Score -3428426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3428438.750000 Penalty: 5091.423340
	Iteration 145Q: 3 clusters Score -3428439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3428444.000000 Penalty: 5091.423340
	Iteration 146Q: 3 clusters Score -3428444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3428471.750000 Penalty: 5091.423340
	Iteration 147Q: 3 clusters Score -3428472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3428483.250000 Penalty: 5091.423340
	Iteration 148Q: 3 clusters Score -3428483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3428513.250000 Penalty: 5091.423340
	Iteration 149Q: 3 clusters Score -3428513 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3428549.750000 Penalty: 5091.423340
	Iteration 150Q: 3 clusters Score -3428550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3428588.250000 Penalty: 5091.423340
	Iteration 151Q: 3 clusters Score -3428588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3428616.000000 Penalty: 5091.423340
	Iteration 152Q: 3 clusters Score -3428616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -3428623.750000 Penalty: 5091.423340
	Iteration 153Q: 3 clusters Score -3428624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -3428628.500000 Penalty: 5091.423340
	Iteration 154Q: 3 clusters Score -3428628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3428635.500000 Penalty: 5091.423340
	Iteration 155Q: 3 clusters Score -3428636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3428637.500000 Penalty: 5091.423340
	Iteration 156Q: 3 clusters Score -3428638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3428640.000000 Penalty: 5091.423340
	Iteration 157Q: 3 clusters Score -3428640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3428640.000000 Penalty: 5091.423340
	Iteration 158Q: 3 clusters Score -3428640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3428640.000000 Penalty: 5091.423340
	Iteration 159Q: 3 clusters Score -3428640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -3428644.500000 Penalty: 5091.423340
	Iteration 160F: 3 clusters Score -3428644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3428643.500000 Penalty: 5091.423340
	Iteration 161Q: 3 clusters Score -3428644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -3428646.750000 Penalty: 5091.423340
	Iteration 162Q: 3 clusters Score -3428647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3428643.500000 Penalty: 5091.423340
	Iteration 163Q: 3 clusters Score -3428644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3428648.500000 Penalty: 5091.423340
	Iteration 164Q: 3 clusters Score -3428648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3428650.750000 Penalty: 5091.423340
	Iteration 165Q: 3 clusters Score -3428651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3428649.000000 Penalty: 5091.423340
	Iteration 166Q: 3 clusters Score -3428649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3428649.000000 Penalty: 5091.423340
	Iteration 167F: 3 clusters Score -3428649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (32600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Entering Unmasked Estep 
Score: -3921928.000000 Penalty: 2577.232910
	Iteration 0F: 2 clusters Score -3921928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3899581.250000 Penalty: 5154.465820
	Iteration 0F: 3 clusters Score -3899581 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3907905.250000 Penalty: 5154.465820
	Iteration 1F: 3 clusters Score -3907905 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3908756.500000 Penalty: 5154.465820
	Iteration 2F: 3 clusters Score -3908756 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3909776.750000 Penalty: 5154.465820
	Iteration 3F: 3 clusters Score -3909777 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3910873.250000 Penalty: 5154.465820
	Iteration 4F: 3 clusters Score -3910873 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3911909.750000 Penalty: 5154.465820
	Iteration 5F: 3 clusters Score -3911910 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3912819.750000 Penalty: 5154.465820
	Iteration 6F: 3 clusters Score -3912820 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3913629.000000 Penalty: 5154.465820
	Iteration 7Q: 3 clusters Score -3913629 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3914404.750000 Penalty: 5154.465820
	Iteration 8Q: 3 clusters Score -3914405 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -3915211.000000 Penalty: 5154.465820
	Iteration 9Q: 3 clusters Score -3915211 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3915999.000000 Penalty: 5154.465820
	Iteration 10Q: 3 clusters Score -3915999 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -3916780.750000 Penalty: 5154.465820
	Iteration 11Q: 3 clusters Score -3916781 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -3917475.500000 Penalty: 5154.465820
	Iteration 12Q: 3 clusters Score -3917476 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -3918097.500000 Penalty: 5154.465820
	Iteration 13Q: 3 clusters Score -3918098 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3918659.250000 Penalty: 5154.465820
	Iteration 14Q: 3 clusters Score -3918659 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -3919153.750000 Penalty: 5154.465820
	Iteration 15Q: 3 clusters Score -3919154 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3919511.250000 Penalty: 5154.465820
	Iteration 16Q: 3 clusters Score -3919511 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3919729.500000 Penalty: 5154.465820
	Iteration 17Q: 3 clusters Score -3919730 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3919878.250000 Penalty: 5154.465820
	Iteration 18Q: 3 clusters Score -3919878 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3920028.500000 Penalty: 5154.465820
	Iteration 19Q: 3 clusters Score -3920028 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3920143.250000 Penalty: 5154.465820
	Iteration 20F: 3 clusters Score -3920143 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3920220.250000 Penalty: 5154.465820
	Iteration 21Q: 3 clusters Score -3920220 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3920287.000000 Penalty: 5154.465820
	Iteration 22Q: 3 clusters Score -3920287 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3920348.500000 Penalty: 5154.465820
	Iteration 23Q: 3 clusters Score -3920348 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3920397.750000 Penalty: 5154.465820
	Iteration 24Q: 3 clusters Score -3920398 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3920443.000000 Penalty: 5154.465820
	Iteration 25Q: 3 clusters Score -3920443 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3920487.000000 Penalty: 5154.465820
	Iteration 26Q: 3 clusters Score -3920487 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3920531.250000 Penalty: 5154.465820
	Iteration 27Q: 3 clusters Score -3920531 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3920575.250000 Penalty: 5154.465820
	Iteration 28Q: 3 clusters Score -3920575 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3920592.750000 Penalty: 5154.465820
	Iteration 29Q: 3 clusters Score -3920593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3920614.000000 Penalty: 5154.465820
	Iteration 30Q: 3 clusters Score -3920614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3920631.500000 Penalty: 5154.465820
	Iteration 31Q: 3 clusters Score -3920632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3920625.500000 Penalty: 5154.465820
	Iteration 32Q: 3 clusters Score -3920626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3920631.500000 Penalty: 5154.465820
	Iteration 33Q: 3 clusters Score -3920632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3920642.250000 Penalty: 5154.465820
	Iteration 34Q: 3 clusters Score -3920642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3920657.750000 Penalty: 5154.465820
	Iteration 35Q: 3 clusters Score -3920658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3920659.750000 Penalty: 5154.465820
	Iteration 36Q: 3 clusters Score -3920660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3920668.750000 Penalty: 5154.465820
	Iteration 37Q: 3 clusters Score -3920669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3920672.000000 Penalty: 5154.465820
	Iteration 38Q: 3 clusters Score -3920672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3920679.500000 Penalty: 5154.465820
	Iteration 39Q: 3 clusters Score -3920680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3920679.250000 Penalty: 5154.465820
	Iteration 40F: 3 clusters Score -3920679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3920681.500000 Penalty: 5154.465820
	Iteration 41Q: 3 clusters Score -3920682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3920691.000000 Penalty: 5154.465820
	Iteration 42Q: 3 clusters Score -3920691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3920696.250000 Penalty: 5154.465820
	Iteration 43Q: 3 clusters Score -3920696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3920694.750000 Penalty: 5154.465820
	Iteration 44Q: 3 clusters Score -3920695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3920696.000000 Penalty: 5154.465820
	Iteration 45Q: 3 clusters Score -3920696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3920698.000000 Penalty: 5154.465820
	Iteration 46Q: 3 clusters Score -3920698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3920709.500000 Penalty: 5154.465820
	Iteration 47Q: 3 clusters Score -3920710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3920717.750000 Penalty: 5154.465820
	Iteration 48Q: 3 clusters Score -3920718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3920714.000000 Penalty: 5154.465820
	Iteration 49Q: 3 clusters Score -3920714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3920715.750000 Penalty: 5154.465820
	Iteration 50Q: 3 clusters Score -3920716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3920715.500000 Penalty: 5154.465820
	Iteration 51Q: 3 clusters Score -3920716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3920717.000000 Penalty: 5154.465820
	Iteration 52Q: 3 clusters Score -3920717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3920720.000000 Penalty: 5154.465820
	Iteration 53Q: 3 clusters Score -3920720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3920723.250000 Penalty: 5154.465820
	Iteration 54Q: 3 clusters Score -3920723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3920732.250000 Penalty: 5154.465820
	Iteration 55Q: 3 clusters Score -3920732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3920732.750000 Penalty: 5154.465820
	Iteration 56Q: 3 clusters Score -3920733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3920737.750000 Penalty: 5154.465820
	Iteration 57Q: 3 clusters Score -3920738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3920743.750000 Penalty: 5154.465820
	Iteration 58Q: 3 clusters Score -3920744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3920743.750000 Penalty: 5154.465820
	Iteration 59Q: 3 clusters Score -3920744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3920751.250000 Penalty: 5154.465820
	Iteration 60F: 3 clusters Score -3920751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3920750.000000 Penalty: 5154.465820
	Iteration 61Q: 3 clusters Score -3920750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3920750.250000 Penalty: 5154.465820
	Iteration 62Q: 3 clusters Score -3920750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3920752.750000 Penalty: 5154.465820
	Iteration 63Q: 3 clusters Score -3920753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3920751.250000 Penalty: 5154.465820
	Iteration 64Q: 3 clusters Score -3920751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3920755.000000 Penalty: 5154.465820
	Iteration 65Q: 3 clusters Score -3920755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3920755.000000 Penalty: 5154.465820
	Iteration 66Q: 3 clusters Score -3920755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3920752.250000 Penalty: 5154.465820
	Iteration 67Q: 3 clusters Score -3920752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3920765.250000 Penalty: 5154.465820
	Iteration 68Q: 3 clusters Score -3920765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3920768.000000 Penalty: 5154.465820
	Iteration 69Q: 3 clusters Score -3920768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3920775.500000 Penalty: 5154.465820
	Iteration 70Q: 3 clusters Score -3920776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3920775.000000 Penalty: 5154.465820
	Iteration 71Q: 3 clusters Score -3920775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3920775.500000 Penalty: 5154.465820
	Iteration 72Q: 3 clusters Score -3920776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3920775.250000 Penalty: 5154.465820
	Iteration 73Q: 3 clusters Score -3920775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3920776.250000 Penalty: 5154.465820
	Iteration 74Q: 3 clusters Score -3920776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3920776.500000 Penalty: 5154.465820
	Iteration 75Q: 3 clusters Score -3920776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3920779.500000 Penalty: 5154.465820
	Iteration 76Q: 3 clusters Score -3920780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3920784.000000 Penalty: 5154.465820
	Iteration 77Q: 3 clusters Score -3920784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3920784.000000 Penalty: 5154.465820
	Iteration 78F: 3 clusters Score -3920784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (92128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92128 members 
Entering Unmasked Estep 
Score: -11285081.000000 Penalty: 2834.871582
	Iteration 0F: 2 clusters Score -1.128508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -11223418.000000 Penalty: 5669.743164
	Iteration 0F: 3 clusters Score -1.122342e+07 nChanged 43464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -11248339.000000 Penalty: 5669.743164
	Iteration 1F: 3 clusters Score -1.124834e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -11249585.000000 Penalty: 5669.743164
	Iteration 2Q: 3 clusters Score -1.124958e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -11251365.000000 Penalty: 5669.743164
	Iteration 3Q: 3 clusters Score -1.125136e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -11254158.000000 Penalty: 5669.743164
	Iteration 4F: 3 clusters Score -1.125416e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -11258273.000000 Penalty: 5669.743164
	Iteration 5F: 3 clusters Score -1.125827e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -11263165.000000 Penalty: 5669.743164
	Iteration 6F: 3 clusters Score -1.126316e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -11267564.000000 Penalty: 5669.743164
	Iteration 7F: 3 clusters Score -1.126756e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73208 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -11270957.000000 Penalty: 5669.743164
	Iteration 8F: 3 clusters Score -1.127096e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -11273547.000000 Penalty: 5669.743164
	Iteration 9Q: 3 clusters Score -1.127355e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80168 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -11275548.000000 Penalty: 5669.743164
	Iteration 10Q: 3 clusters Score -1.127555e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -11277390.000000 Penalty: 5669.743164
	Iteration 11Q: 3 clusters Score -1.127739e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -11279035.000000 Penalty: 5669.743164
	Iteration 12Q: 3 clusters Score -1.127904e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -11280200.000000 Penalty: 5669.743164
	Iteration 13Q: 3 clusters Score -1.12802e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88490 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -11281135.000000 Penalty: 5669.743164
	Iteration 14Q: 3 clusters Score -1.128114e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -11281736.000000 Penalty: 5669.743164
	Iteration 15Q: 3 clusters Score -1.128174e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -11282123.000000 Penalty: 5669.743164
	Iteration 16Q: 3 clusters Score -1.128212e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -11282365.000000 Penalty: 5669.743164
	Iteration 17Q: 3 clusters Score -1.128236e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11282519.000000 Penalty: 5669.743164
	Iteration 18Q: 3 clusters Score -1.128252e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90874 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11282632.000000 Penalty: 5669.743164
	Iteration 19Q: 3 clusters Score -1.128263e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90987 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11282708.000000 Penalty: 5669.743164
	Iteration 20F: 3 clusters Score -1.128271e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -11282746.000000 Penalty: 5669.743164
	Iteration 21Q: 3 clusters Score -1.128275e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11282790.000000 Penalty: 5669.743164
	Iteration 22Q: 3 clusters Score -1.128279e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91172 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11282818.000000 Penalty: 5669.743164
	Iteration 23Q: 3 clusters Score -1.128282e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -11282824.000000 Penalty: 5669.743164
	Iteration 24Q: 3 clusters Score -1.128282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11282838.000000 Penalty: 5669.743164
	Iteration 25Q: 3 clusters Score -1.128284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91229 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11282837.000000 Penalty: 5669.743164
	Iteration 26Q: 3 clusters Score -1.128284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11282839.000000 Penalty: 5669.743164
	Iteration 27Q: 3 clusters Score -1.128284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91248 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11282848.000000 Penalty: 5669.743164
	Iteration 28Q: 3 clusters Score -1.128285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91255 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -11282849.000000 Penalty: 5669.743164
	Iteration 29Q: 3 clusters Score -1.128285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11282846.000000 Penalty: 5669.743164
	Iteration 30Q: 3 clusters Score -1.128285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91270 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11282847.000000 Penalty: 5669.743164
	Iteration 31Q: 3 clusters Score -1.128285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11282848.000000 Penalty: 5669.743164
	Iteration 32Q: 3 clusters Score -1.128285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91274 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11282851.000000 Penalty: 5669.743164
	Iteration 33Q: 3 clusters Score -1.128285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11282850.000000 Penalty: 5669.743164
	Iteration 34Q: 3 clusters Score -1.128285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11282848.000000 Penalty: 5669.743164
	Iteration 35Q: 3 clusters Score -1.128285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11282853.000000 Penalty: 5669.743164
	Iteration 36Q: 3 clusters Score -1.128285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11282844.000000 Penalty: 5669.743164
	Iteration 37Q: 3 clusters Score -1.128284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11282849.000000 Penalty: 5669.743164
	Iteration 38Q: 3 clusters Score -1.128285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11282841.000000 Penalty: 5669.743164
	Iteration 39Q: 3 clusters Score -1.128284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11282853.000000 Penalty: 5669.743164
	Iteration 40F: 3 clusters Score -1.128285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91290 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -11282870.000000 Penalty: 5669.743164
	Iteration 41Q: 3 clusters Score -1.128287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91296 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -11282871.000000 Penalty: 5669.743164
	Iteration 42Q: 3 clusters Score -1.128287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91298 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11282871.000000 Penalty: 5669.743164
	Iteration 43Q: 3 clusters Score -1.128287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11282870.000000 Penalty: 5669.743164
	Iteration 44Q: 3 clusters Score -1.128287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11282871.000000 Penalty: 5669.743164
	Iteration 45Q: 3 clusters Score -1.128287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91303 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11282869.000000 Penalty: 5669.743164
	Iteration 46Q: 3 clusters Score -1.128287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91305 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -11282867.000000 Penalty: 5669.743164
	Iteration 47Q: 3 clusters Score -1.128287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91305 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -11282867.000000 Penalty: 5669.743164
	Iteration 48Q: 3 clusters Score -1.128287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91307 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11282862.000000 Penalty: 5669.743164
	Iteration 49Q: 3 clusters Score -1.128286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91307 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11282869.000000 Penalty: 5669.743164
	Iteration 50Q: 3 clusters Score -1.128287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91309 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11282872.000000 Penalty: 5669.743164
	Iteration 51Q: 3 clusters Score -1.128287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91309 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11282877.000000 Penalty: 5669.743164
	Iteration 52Q: 3 clusters Score -1.128288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91306 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11282876.000000 Penalty: 5669.743164
	Iteration 53Q: 3 clusters Score -1.128288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91308 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -11282871.000000 Penalty: 5669.743164
	Iteration 54Q: 3 clusters Score -1.128287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11282872.000000 Penalty: 5669.743164
	Iteration 55Q: 3 clusters Score -1.128287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91314 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11282880.000000 Penalty: 5669.743164
	Iteration 56Q: 3 clusters Score -1.128288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91315 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11282888.000000 Penalty: 5669.743164
	Iteration 57Q: 3 clusters Score -1.128289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11282881.000000 Penalty: 5669.743164
	Iteration 58Q: 3 clusters Score -1.128288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11282880.000000 Penalty: 5669.743164
	Iteration 59Q: 3 clusters Score -1.128288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11282880.000000 Penalty: 5669.743164
	Iteration 60F: 3 clusters Score -1.128288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -451523.718750 Penalty: 2037.924805
	Iteration 0F: 2 clusters Score -451523.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -447786.500000 Penalty: 4075.849609
	Iteration 0F: 3 clusters Score -447786.5 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -448592.093750 Penalty: 4075.849609
	Iteration 1F: 3 clusters Score -448592.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -448798.968750 Penalty: 4075.849609
	Iteration 2F: 3 clusters Score -448799 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -448945.875000 Penalty: 4075.849609
	Iteration 3F: 3 clusters Score -448945.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -449054.343750 Penalty: 4075.849609
	Iteration 4Q: 3 clusters Score -449054.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -449130.343750 Penalty: 4075.849609
	Iteration 5Q: 3 clusters Score -449130.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -449193.562500 Penalty: 4075.849609
	Iteration 6Q: 3 clusters Score -449193.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -449253.093750 Penalty: 4075.849609
	Iteration 7Q: 3 clusters Score -449253.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -449296.906250 Penalty: 4075.849609
	Iteration 8Q: 3 clusters Score -449296.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -449334.093750 Penalty: 4075.849609
	Iteration 9Q: 3 clusters Score -449334.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -449359.062500 Penalty: 4075.849609
	Iteration 10Q: 3 clusters Score -449359.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -449378.906250 Penalty: 4075.849609
	Iteration 11Q: 3 clusters Score -449378.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -449400.812500 Penalty: 4075.849609
	Iteration 12Q: 3 clusters Score -449400.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -449417.593750 Penalty: 4075.849609
	Iteration 13Q: 3 clusters Score -449417.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -449427.406250 Penalty: 4075.849609
	Iteration 14Q: 3 clusters Score -449427.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -449439.687500 Penalty: 4075.849609
	Iteration 15Q: 3 clusters Score -449439.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -449456.812500 Penalty: 4075.849609
	Iteration 16Q: 3 clusters Score -449456.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -449471.468750 Penalty: 4075.849609
	Iteration 17Q: 3 clusters Score -449471.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -449481.375000 Penalty: 4075.849609
	Iteration 18Q: 3 clusters Score -449481.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -449487.937500 Penalty: 4075.849609
	Iteration 19Q: 3 clusters Score -449487.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -449495.343750 Penalty: 4075.849609
	Iteration 20F: 3 clusters Score -449495.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -449507.375000 Penalty: 4075.849609
	Iteration 21Q: 3 clusters Score -449507.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -449515.218750 Penalty: 4075.849609
	Iteration 22Q: 3 clusters Score -449515.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -449519.406250 Penalty: 4075.849609
	Iteration 23Q: 3 clusters Score -449519.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -449524.281250 Penalty: 4075.849609
	Iteration 24Q: 3 clusters Score -449524.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -449528.437500 Penalty: 4075.849609
	Iteration 25Q: 3 clusters Score -449528.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -449532.593750 Penalty: 4075.849609
	Iteration 26Q: 3 clusters Score -449532.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -449537.593750 Penalty: 4075.849609
	Iteration 27Q: 3 clusters Score -449537.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -449541.718750 Penalty: 4075.849609
	Iteration 28Q: 3 clusters Score -449541.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -449543.750000 Penalty: 4075.849609
	Iteration 29Q: 3 clusters Score -449543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -449545.843750 Penalty: 4075.849609
	Iteration 30Q: 3 clusters Score -449545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -449548.718750 Penalty: 4075.849609
	Iteration 31Q: 3 clusters Score -449548.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -449550.062500 Penalty: 4075.849609
	Iteration 32Q: 3 clusters Score -449550.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -449552.406250 Penalty: 4075.849609
	Iteration 33Q: 3 clusters Score -449552.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -449553.125000 Penalty: 4075.849609
	Iteration 34Q: 3 clusters Score -449553.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -449555.500000 Penalty: 4075.849609
	Iteration 35Q: 3 clusters Score -449555.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -449555.500000 Penalty: 4075.849609
	Iteration 36F: 3 clusters Score -449555.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -59111.851562 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -59111.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57533.929688 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -57533.93 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57806.496094 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -57806.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57913.417969 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -57913.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58005.175781 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -58005.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58026.789062 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -58026.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58049.191406 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -58049.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58072.109375 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -58072.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58131.800781 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -58131.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58221.285156 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -58221.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58361.832031 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -58361.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58591.464844 Penalty: 3166.219238
	Iteration 10F: 3 clusters Score -58591.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58906.125000 Penalty: 3166.219238
	Iteration 11F: 3 clusters Score -58906.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59227.789062 Penalty: 3166.219238
	Iteration 12F: 3 clusters Score -59227.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59413.804688 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -59413.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59525.316406 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -59525.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59623.074219 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -59623.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -59677.757812 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -59677.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59730.253906 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -59730.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59743.835938 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -59743.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59760.027344 Penalty: 3166.219238
	Iteration 19Q: 3 clusters Score -59760.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59762.125000 Penalty: 3166.219238
	Iteration 20F: 3 clusters Score -59762.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12744 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94243 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96430 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6702 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6090 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 229 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24358 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Mstep: Class 82 contains 363 members 
Entering Unmasked Estep 
Score: -154539776.000000 Penalty: 286492.562500
Splitting cluster 65 changes total score from -154541104.000000 to -154539776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -388598.187500 Penalty: 1934.846436
	Iteration 0F: 2 clusters Score -388598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -385806.281250 Penalty: 3869.692871
	Iteration 0F: 3 clusters Score -385806.3 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -386641.062500 Penalty: 3869.692871
	Iteration 1F: 3 clusters Score -386641.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -386950.375000 Penalty: 3869.692871
	Iteration 2F: 3 clusters Score -386950.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -387177.125000 Penalty: 3869.692871
	Iteration 3F: 3 clusters Score -387177.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -387404.812500 Penalty: 3869.692871
	Iteration 4F: 3 clusters Score -387404.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -387564.312500 Penalty: 3869.692871
	Iteration 5Q: 3 clusters Score -387564.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -387673.531250 Penalty: 3869.692871
	Iteration 6Q: 3 clusters Score -387673.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -387740.125000 Penalty: 3869.692871
	Iteration 7Q: 3 clusters Score -387740.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -387779.343750 Penalty: 3869.692871
	Iteration 8Q: 3 clusters Score -387779.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -387816.625000 Penalty: 3869.692871
	Iteration 9Q: 3 clusters Score -387816.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -387836.593750 Penalty: 3869.692871
	Iteration 10Q: 3 clusters Score -387836.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -387849.375000 Penalty: 3869.692871
	Iteration 11Q: 3 clusters Score -387849.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -387859.718750 Penalty: 3869.692871
	Iteration 12Q: 3 clusters Score -387859.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -387863.843750 Penalty: 3869.692871
	Iteration 13Q: 3 clusters Score -387863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -387868.093750 Penalty: 3869.692871
	Iteration 14Q: 3 clusters Score -387868.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -387873.343750 Penalty: 3869.692871
	Iteration 15Q: 3 clusters Score -387873.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -387874.500000 Penalty: 3869.692871
	Iteration 16Q: 3 clusters Score -387874.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -387875.062500 Penalty: 3869.692871
	Iteration 17Q: 3 clusters Score -387875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -387875.312500 Penalty: 3869.692871
	Iteration 18Q: 3 clusters Score -387875.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -387875.562500 Penalty: 3869.692871
	Iteration 19Q: 3 clusters Score -387875.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -387875.562500 Penalty: 3869.692871
	Iteration 20F: 3 clusters Score -387875.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -415794.500000 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -415794.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -411871.281250 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -411871.3 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -412950.781250 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -412950.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -413362.062500 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -413362.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -413702.437500 Penalty: 4127.907715
	Iteration 3F: 3 clusters Score -413702.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -413973.093750 Penalty: 4127.907715
	Iteration 4F: 3 clusters Score -413973.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -414166.062500 Penalty: 4127.907715
	Iteration 5F: 3 clusters Score -414166.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -414325.093750 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -414325.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -414437.968750 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -414438 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -414523.531250 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -414523.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -414590.125000 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -414590.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -414642.062500 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -414642.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -414675.718750 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -414675.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -414716.656250 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -414716.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -414750.843750 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -414750.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -414789.406250 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -414789.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -414837.843750 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -414837.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -414881.125000 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -414881.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -414925.406250 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -414925.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -414965.000000 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -414965 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -415009.500000 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -415009.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -415068.000000 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -415068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -415127.031250 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -415127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -415167.843750 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -415167.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -415202.687500 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -415202.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -415238.750000 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -415238.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -415278.812500 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -415278.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -415305.437500 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -415305.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -415327.687500 Penalty: 4127.907715
	Iteration 27Q: 3 clusters Score -415327.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -415337.937500 Penalty: 4127.907715
	Iteration 28Q: 3 clusters Score -415337.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -415341.625000 Penalty: 4127.907715
	Iteration 29Q: 3 clusters Score -415341.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -415346.437500 Penalty: 4127.907715
	Iteration 30Q: 3 clusters Score -415346.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -415349.343750 Penalty: 4127.907715
	Iteration 31Q: 3 clusters Score -415349.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -415349.875000 Penalty: 4127.907715
	Iteration 32Q: 3 clusters Score -415349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -415350.781250 Penalty: 4127.907715
	Iteration 33Q: 3 clusters Score -415350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -415349.906250 Penalty: 4127.907715
	Iteration 34Q: 3 clusters Score -415349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -415350.781250 Penalty: 4127.907715
	Iteration 35Q: 3 clusters Score -415350.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -415352.500000 Penalty: 4127.907715
	Iteration 36Q: 3 clusters Score -415352.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -415352.718750 Penalty: 4127.907715
	Iteration 37Q: 3 clusters Score -415352.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -415354.718750 Penalty: 4127.907715
	Iteration 38Q: 3 clusters Score -415354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -415355.468750 Penalty: 4127.907715
	Iteration 39Q: 3 clusters Score -415355.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -415357.812500 Penalty: 4127.907715
	Iteration 40F: 3 clusters Score -415357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -415359.156250 Penalty: 4127.907715
	Iteration 41Q: 3 clusters Score -415359.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -415359.718750 Penalty: 4127.907715
	Iteration 42Q: 3 clusters Score -415359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -415360.937500 Penalty: 4127.907715
	Iteration 43Q: 3 clusters Score -415360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -415361.281250 Penalty: 4127.907715
	Iteration 44Q: 3 clusters Score -415361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -415362.312500 Penalty: 4127.907715
	Iteration 45Q: 3 clusters Score -415362.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -415362.781250 Penalty: 4127.907715
	Iteration 46Q: 3 clusters Score -415362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -415362.718750 Penalty: 4127.907715
	Iteration 47Q: 3 clusters Score -415362.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -415363.500000 Penalty: 4127.907715
	Iteration 48Q: 3 clusters Score -415363.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -415365.187500 Penalty: 4127.907715
	Iteration 49Q: 3 clusters Score -415365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -415365.187500 Penalty: 4127.907715
	Iteration 50F: 3 clusters Score -415365.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (19173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Entering Unmasked Estep 
Score: -2421748.250000 Penalty: 2445.592041
	Iteration 0F: 2 clusters Score -2421748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2408273.000000 Penalty: 4891.184082
	Iteration 0F: 3 clusters Score -2408273 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2412781.250000 Penalty: 4891.184082
	Iteration 1F: 3 clusters Score -2412781 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2413250.500000 Penalty: 4891.184082
	Iteration 2F: 3 clusters Score -2413250 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2413726.000000 Penalty: 4891.184082
	Iteration 3F: 3 clusters Score -2413726 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2414235.750000 Penalty: 4891.184082
	Iteration 4F: 3 clusters Score -2414236 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2414787.000000 Penalty: 4891.184082
	Iteration 5F: 3 clusters Score -2414787 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2415341.500000 Penalty: 4891.184082
	Iteration 6F: 3 clusters Score -2415342 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2415941.000000 Penalty: 4891.184082
	Iteration 7F: 3 clusters Score -2415941 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2416458.750000 Penalty: 4891.184082
	Iteration 8Q: 3 clusters Score -2416459 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2416929.250000 Penalty: 4891.184082
	Iteration 9Q: 3 clusters Score -2416929 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2417339.500000 Penalty: 4891.184082
	Iteration 10Q: 3 clusters Score -2417340 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2417666.250000 Penalty: 4891.184082
	Iteration 11Q: 3 clusters Score -2417666 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2417955.000000 Penalty: 4891.184082
	Iteration 12Q: 3 clusters Score -2417955 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2418203.750000 Penalty: 4891.184082
	Iteration 13Q: 3 clusters Score -2418204 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2418457.500000 Penalty: 4891.184082
	Iteration 14Q: 3 clusters Score -2418458 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2418693.500000 Penalty: 4891.184082
	Iteration 15Q: 3 clusters Score -2418694 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2418940.750000 Penalty: 4891.184082
	Iteration 16Q: 3 clusters Score -2418941 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2419153.250000 Penalty: 4891.184082
	Iteration 17Q: 3 clusters Score -2419153 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2419371.750000 Penalty: 4891.184082
	Iteration 18Q: 3 clusters Score -2419372 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2419566.750000 Penalty: 4891.184082
	Iteration 19Q: 3 clusters Score -2419567 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2419725.000000 Penalty: 4891.184082
	Iteration 20F: 3 clusters Score -2419725 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2419823.750000 Penalty: 4891.184082
	Iteration 21Q: 3 clusters Score -2419824 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2419873.500000 Penalty: 4891.184082
	Iteration 22Q: 3 clusters Score -2419874 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2419928.500000 Penalty: 4891.184082
	Iteration 23Q: 3 clusters Score -2419928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2419959.750000 Penalty: 4891.184082
	Iteration 24Q: 3 clusters Score -2419960 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2419983.250000 Penalty: 4891.184082
	Iteration 25Q: 3 clusters Score -2419983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2419993.000000 Penalty: 4891.184082
	Iteration 26Q: 3 clusters Score -2419993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2420001.750000 Penalty: 4891.184082
	Iteration 27Q: 3 clusters Score -2420002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2420011.500000 Penalty: 4891.184082
	Iteration 28Q: 3 clusters Score -2420012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2420016.250000 Penalty: 4891.184082
	Iteration 29Q: 3 clusters Score -2420016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2420020.000000 Penalty: 4891.184082
	Iteration 30Q: 3 clusters Score -2420020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2420021.500000 Penalty: 4891.184082
	Iteration 31Q: 3 clusters Score -2420022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2420020.750000 Penalty: 4891.184082
	Iteration 32Q: 3 clusters Score -2420021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2420020.250000 Penalty: 4891.184082
	Iteration 33Q: 3 clusters Score -2420020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2420019.000000 Penalty: 4891.184082
	Iteration 34Q: 3 clusters Score -2420019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2420020.250000 Penalty: 4891.184082
	Iteration 35Q: 3 clusters Score -2420020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2420020.250000 Penalty: 4891.184082
	Iteration 36F: 3 clusters Score -2420020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -18426.908203 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -18426.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17251.736328 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -17251.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17350.371094 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -17350.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17386.453125 Penalty: 2830.726807
	Iteration 2Q: 3 clusters Score -17386.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17443.748047 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -17443.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17472.238281 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -17472.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17543.123047 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -17543.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17584.041016 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -17584.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17618.324219 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -17618.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17631.894531 Penalty: 2830.726807
	Iteration 8Q: 3 clusters Score -17631.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17633.865234 Penalty: 2830.726807
	Iteration 9Q: 3 clusters Score -17633.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17650.619141 Penalty: 2830.726807
	Iteration 10Q: 3 clusters Score -17650.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17655.839844 Penalty: 2830.726807
	Iteration 11Q: 3 clusters Score -17655.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17664.367188 Penalty: 2830.726807
	Iteration 12Q: 3 clusters Score -17664.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17665.050781 Penalty: 2830.726807
	Iteration 13F: 3 clusters Score -17665.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17689.353516 Penalty: 2830.726807
	Iteration 14Q: 3 clusters Score -17689.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17696.951172 Penalty: 2830.726807
	Iteration 15Q: 3 clusters Score -17696.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17699.476562 Penalty: 2830.726807
	Iteration 16Q: 3 clusters Score -17699.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17699.476562 Penalty: 2830.726807
	Iteration 17F: 3 clusters Score -17699.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -222789.531250 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -222789.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -220215.046875 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -220215 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -220716.218750 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -220716.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -220850.875000 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -220850.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -220945.515625 Penalty: 3746.949951
	Iteration 3Q: 3 clusters Score -220945.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -221016.000000 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -221016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -221083.578125 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -221083.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -221167.781250 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -221167.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -221245.843750 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -221245.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -221312.328125 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -221312.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -221365.453125 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -221365.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -221419.656250 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -221419.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -221456.218750 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -221456.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -221487.046875 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -221487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -221511.906250 Penalty: 3746.949951
	Iteration 13Q: 3 clusters Score -221511.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -221532.312500 Penalty: 3746.949951
	Iteration 14Q: 3 clusters Score -221532.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -221548.687500 Penalty: 3746.949951
	Iteration 15Q: 3 clusters Score -221548.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -221564.500000 Penalty: 3746.949951
	Iteration 16Q: 3 clusters Score -221564.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -221579.531250 Penalty: 3746.949951
	Iteration 17Q: 3 clusters Score -221579.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -221585.546875 Penalty: 3746.949951
	Iteration 18Q: 3 clusters Score -221585.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -221592.906250 Penalty: 3746.949951
	Iteration 19Q: 3 clusters Score -221592.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -221594.765625 Penalty: 3746.949951
	Iteration 20F: 3 clusters Score -221594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -221597.468750 Penalty: 3746.949951
	Iteration 21Q: 3 clusters Score -221597.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -221601.468750 Penalty: 3746.949951
	Iteration 22Q: 3 clusters Score -221601.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -221603.640625 Penalty: 3746.949951
	Iteration 23Q: 3 clusters Score -221603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -221608.421875 Penalty: 3746.949951
	Iteration 24Q: 3 clusters Score -221608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -221614.156250 Penalty: 3746.949951
	Iteration 25Q: 3 clusters Score -221614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -221624.640625 Penalty: 3746.949951
	Iteration 26Q: 3 clusters Score -221624.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -221629.859375 Penalty: 3746.949951
	Iteration 27Q: 3 clusters Score -221629.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -221634.968750 Penalty: 3746.949951
	Iteration 28Q: 3 clusters Score -221635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -221637.234375 Penalty: 3746.949951
	Iteration 29Q: 3 clusters Score -221637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -221639.484375 Penalty: 3746.949951
	Iteration 30Q: 3 clusters Score -221639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -221640.125000 Penalty: 3746.949951
	Iteration 31Q: 3 clusters Score -221640.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -221640.796875 Penalty: 3746.949951
	Iteration 32Q: 3 clusters Score -221640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -221641.031250 Penalty: 3746.949951
	Iteration 33Q: 3 clusters Score -221641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -221641.031250 Penalty: 3746.949951
	Iteration 34F: 3 clusters Score -221641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -272187.875000 Penalty: 1845.156372
	Iteration 0F: 2 clusters Score -272187.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -269796.625000 Penalty: 3690.312744
	Iteration 0F: 3 clusters Score -269796.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -270198.906250 Penalty: 3690.312744
	Iteration 1F: 3 clusters Score -270198.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -270322.750000 Penalty: 3690.312744
	Iteration 2F: 3 clusters Score -270322.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -270425.656250 Penalty: 3690.312744
	Iteration 3Q: 3 clusters Score -270425.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -270490.000000 Penalty: 3690.312744
	Iteration 4Q: 3 clusters Score -270490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -270538.125000 Penalty: 3690.312744
	Iteration 5Q: 3 clusters Score -270538.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -270577.156250 Penalty: 3690.312744
	Iteration 6Q: 3 clusters Score -270577.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -270627.000000 Penalty: 3690.312744
	Iteration 7Q: 3 clusters Score -270627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -270676.187500 Penalty: 3690.312744
	Iteration 8Q: 3 clusters Score -270676.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -270728.468750 Penalty: 3690.312744
	Iteration 9Q: 3 clusters Score -270728.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -270777.250000 Penalty: 3690.312744
	Iteration 10Q: 3 clusters Score -270777.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -270804.406250 Penalty: 3690.312744
	Iteration 11Q: 3 clusters Score -270804.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -270830.843750 Penalty: 3690.312744
	Iteration 12Q: 3 clusters Score -270830.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -270860.875000 Penalty: 3690.312744
	Iteration 13Q: 3 clusters Score -270860.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -270878.218750 Penalty: 3690.312744
	Iteration 14Q: 3 clusters Score -270878.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -270887.843750 Penalty: 3690.312744
	Iteration 15Q: 3 clusters Score -270887.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -270895.156250 Penalty: 3690.312744
	Iteration 16Q: 3 clusters Score -270895.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -270901.656250 Penalty: 3690.312744
	Iteration 17Q: 3 clusters Score -270901.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -270903.812500 Penalty: 3690.312744
	Iteration 18Q: 3 clusters Score -270903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -270904.812500 Penalty: 3690.312744
	Iteration 19Q: 3 clusters Score -270904.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -270906.093750 Penalty: 3690.312744
	Iteration 20F: 3 clusters Score -270906.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -297986.968750 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -297987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -294999.937500 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -294999.9 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -295641.406250 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -295641.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -295841.656250 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -295841.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -295988.437500 Penalty: 3891.714844
	Iteration 3F: 3 clusters Score -295988.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -296138.593750 Penalty: 3891.714844
	Iteration 4F: 3 clusters Score -296138.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -296251.031250 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -296251 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -296343.437500 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -296343.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -296419.343750 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -296419.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -296474.968750 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -296475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -296518.468750 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -296518.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -296550.437500 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -296550.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -296585.687500 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -296585.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -296632.875000 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -296632.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -296688.750000 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -296688.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -296746.968750 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -296747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -296795.062500 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -296795.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -296838.343750 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -296838.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -296873.187500 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -296873.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -296897.500000 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -296897.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -296919.375000 Penalty: 3891.714844
	Iteration 19Q: 3 clusters Score -296919.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -296935.343750 Penalty: 3891.714844
	Iteration 20F: 3 clusters Score -296935.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -296949.500000 Penalty: 3891.714844
	Iteration 21Q: 3 clusters Score -296949.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -296969.781250 Penalty: 3891.714844
	Iteration 22Q: 3 clusters Score -296969.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -297002.531250 Penalty: 3891.714844
	Iteration 23Q: 3 clusters Score -297002.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -297043.875000 Penalty: 3891.714844
	Iteration 24Q: 3 clusters Score -297043.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -297077.218750 Penalty: 3891.714844
	Iteration 25Q: 3 clusters Score -297077.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -297101.343750 Penalty: 3891.714844
	Iteration 26Q: 3 clusters Score -297101.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -297123.125000 Penalty: 3891.714844
	Iteration 27Q: 3 clusters Score -297123.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -297138.093750 Penalty: 3891.714844
	Iteration 28Q: 3 clusters Score -297138.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -297154.281250 Penalty: 3891.714844
	Iteration 29Q: 3 clusters Score -297154.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -297169.375000 Penalty: 3891.714844
	Iteration 30Q: 3 clusters Score -297169.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -297186.000000 Penalty: 3891.714844
	Iteration 31Q: 3 clusters Score -297186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -297203.687500 Penalty: 3891.714844
	Iteration 32Q: 3 clusters Score -297203.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297231.468750 Penalty: 3891.714844
	Iteration 33Q: 3 clusters Score -297231.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -297263.781250 Penalty: 3891.714844
	Iteration 34Q: 3 clusters Score -297263.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -297285.218750 Penalty: 3891.714844
	Iteration 35Q: 3 clusters Score -297285.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -297295.968750 Penalty: 3891.714844
	Iteration 36Q: 3 clusters Score -297296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -297308.781250 Penalty: 3891.714844
	Iteration 37Q: 3 clusters Score -297308.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -297319.562500 Penalty: 3891.714844
	Iteration 38Q: 3 clusters Score -297319.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -297333.656250 Penalty: 3891.714844
	Iteration 39Q: 3 clusters Score -297333.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -297361.593750 Penalty: 3891.714844
	Iteration 40F: 3 clusters Score -297361.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -297396.218750 Penalty: 3891.714844
	Iteration 41Q: 3 clusters Score -297396.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -297412.218750 Penalty: 3891.714844
	Iteration 42Q: 3 clusters Score -297412.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -297428.843750 Penalty: 3891.714844
	Iteration 43Q: 3 clusters Score -297428.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -297443.218750 Penalty: 3891.714844
	Iteration 44Q: 3 clusters Score -297443.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -297458.500000 Penalty: 3891.714844
	Iteration 45Q: 3 clusters Score -297458.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -297467.156250 Penalty: 3891.714844
	Iteration 46Q: 3 clusters Score -297467.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -297473.968750 Penalty: 3891.714844
	Iteration 47Q: 3 clusters Score -297474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -297477.937500 Penalty: 3891.714844
	Iteration 48Q: 3 clusters Score -297477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -297479.343750 Penalty: 3891.714844
	Iteration 49Q: 3 clusters Score -297479.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -297480.343750 Penalty: 3891.714844
	Iteration 50Q: 3 clusters Score -297480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -297480.343750 Penalty: 3891.714844
	Iteration 51F: 3 clusters Score -297480.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -146504.171875 Penalty: 1814.504028
	Iteration 0F: 2 clusters Score -146504.2 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 718 members 
Entering Unmasked Estep 
Score: -144241.921875 Penalty: 3629.008057
	Iteration 0F: 3 clusters Score -144241.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -144691.687500 Penalty: 3629.008057
	Iteration 1F: 3 clusters Score -144691.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -144805.687500 Penalty: 3629.008057
	Iteration 2F: 3 clusters Score -144805.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -144916.046875 Penalty: 3629.008057
	Iteration 3Q: 3 clusters Score -144916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -145016.593750 Penalty: 3629.008057
	Iteration 4Q: 3 clusters Score -145016.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -145084.765625 Penalty: 3629.008057
	Iteration 5Q: 3 clusters Score -145084.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145123.218750 Penalty: 3629.008057
	Iteration 6Q: 3 clusters Score -145123.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -145158.890625 Penalty: 3629.008057
	Iteration 7Q: 3 clusters Score -145158.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -145182.734375 Penalty: 3629.008057
	Iteration 8Q: 3 clusters Score -145182.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -145206.921875 Penalty: 3629.008057
	Iteration 9Q: 3 clusters Score -145206.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -145224.234375 Penalty: 3629.008057
	Iteration 10Q: 3 clusters Score -145224.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145235.687500 Penalty: 3629.008057
	Iteration 11Q: 3 clusters Score -145235.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145242.093750 Penalty: 3629.008057
	Iteration 12Q: 3 clusters Score -145242.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145251.921875 Penalty: 3629.008057
	Iteration 13Q: 3 clusters Score -145251.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -145260.578125 Penalty: 3629.008057
	Iteration 14Q: 3 clusters Score -145260.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145269.281250 Penalty: 3629.008057
	Iteration 15Q: 3 clusters Score -145269.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145279.265625 Penalty: 3629.008057
	Iteration 16Q: 3 clusters Score -145279.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145290.437500 Penalty: 3629.008057
	Iteration 17Q: 3 clusters Score -145290.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -145300.968750 Penalty: 3629.008057
	Iteration 18Q: 3 clusters Score -145301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -145311.093750 Penalty: 3629.008057
	Iteration 19Q: 3 clusters Score -145311.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -145317.968750 Penalty: 3629.008057
	Iteration 20F: 3 clusters Score -145318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -145322.453125 Penalty: 3629.008057
	Iteration 21Q: 3 clusters Score -145322.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -145328.171875 Penalty: 3629.008057
	Iteration 22Q: 3 clusters Score -145328.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145334.328125 Penalty: 3629.008057
	Iteration 23Q: 3 clusters Score -145334.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -145350.531250 Penalty: 3629.008057
	Iteration 24Q: 3 clusters Score -145350.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -145382.781250 Penalty: 3629.008057
	Iteration 25Q: 3 clusters Score -145382.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -145411.562500 Penalty: 3629.008057
	Iteration 26Q: 3 clusters Score -145411.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -145440.187500 Penalty: 3629.008057
	Iteration 27Q: 3 clusters Score -145440.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145471.718750 Penalty: 3629.008057
	Iteration 28Q: 3 clusters Score -145471.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -145494.828125 Penalty: 3629.008057
	Iteration 29Q: 3 clusters Score -145494.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -145518.234375 Penalty: 3629.008057
	Iteration 30Q: 3 clusters Score -145518.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -145533.328125 Penalty: 3629.008057
	Iteration 31Q: 3 clusters Score -145533.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -145547.109375 Penalty: 3629.008057
	Iteration 32Q: 3 clusters Score -145547.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -145567.968750 Penalty: 3629.008057
	Iteration 33Q: 3 clusters Score -145568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -145592.875000 Penalty: 3629.008057
	Iteration 34Q: 3 clusters Score -145592.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -145601.687500 Penalty: 3629.008057
	Iteration 35Q: 3 clusters Score -145601.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -145605.609375 Penalty: 3629.008057
	Iteration 36Q: 3 clusters Score -145605.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145611.906250 Penalty: 3629.008057
	Iteration 37Q: 3 clusters Score -145611.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145622.125000 Penalty: 3629.008057
	Iteration 38Q: 3 clusters Score -145622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145625.625000 Penalty: 3629.008057
	Iteration 39Q: 3 clusters Score -145625.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -145628.359375 Penalty: 3629.008057
	Iteration 40F: 3 clusters Score -145628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -145630.281250 Penalty: 3629.008057
	Iteration 41Q: 3 clusters Score -145630.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -145631.265625 Penalty: 3629.008057
	Iteration 42Q: 3 clusters Score -145631.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -145631.265625 Penalty: 3629.008057
	Iteration 43F: 3 clusters Score -145631.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -338115.250000 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -338115.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -334975.781250 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -334975.8 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -335589.437500 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -335589.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -335750.250000 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -335750.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -335839.937500 Penalty: 3948.839600
	Iteration 3Q: 3 clusters Score -335839.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -335924.125000 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -335924.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -335983.593750 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -335983.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -336025.093750 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -336025.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -336058.968750 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -336059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -336084.375000 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -336084.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -336112.062500 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -336112.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -336130.500000 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -336130.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -336145.156250 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -336145.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -336158.312500 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -336158.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -336173.937500 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -336173.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -336196.312500 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -336196.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -336218.750000 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -336218.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -336246.562500 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -336246.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -336272.750000 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -336272.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -336301.281250 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -336301.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -336341.281250 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -336341.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -336392.625000 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -336392.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -336443.000000 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -336443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -336489.562500 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -336489.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -336523.468750 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -336523.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -336559.531250 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -336559.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -336581.781250 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -336581.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -336618.218750 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -336618.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -336664.750000 Penalty: 3948.839600
	Iteration 27Q: 3 clusters Score -336664.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -336699.812500 Penalty: 3948.839600
	Iteration 28Q: 3 clusters Score -336699.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -336728.843750 Penalty: 3948.839600
	Iteration 29Q: 3 clusters Score -336728.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -336767.750000 Penalty: 3948.839600
	Iteration 30Q: 3 clusters Score -336767.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -336797.875000 Penalty: 3948.839600
	Iteration 31Q: 3 clusters Score -336797.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -336829.031250 Penalty: 3948.839600
	Iteration 32Q: 3 clusters Score -336829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -336857.625000 Penalty: 3948.839600
	Iteration 33Q: 3 clusters Score -336857.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -336872.843750 Penalty: 3948.839600
	Iteration 34Q: 3 clusters Score -336872.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -336882.468750 Penalty: 3948.839600
	Iteration 35Q: 3 clusters Score -336882.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -336888.875000 Penalty: 3948.839600
	Iteration 36Q: 3 clusters Score -336888.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -336891.562500 Penalty: 3948.839600
	Iteration 37Q: 3 clusters Score -336891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -336896.468750 Penalty: 3948.839600
	Iteration 38Q: 3 clusters Score -336896.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -336902.343750 Penalty: 3948.839600
	Iteration 39Q: 3 clusters Score -336902.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -336906.250000 Penalty: 3948.839600
	Iteration 40F: 3 clusters Score -336906.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -336910.875000 Penalty: 3948.839600
	Iteration 41Q: 3 clusters Score -336910.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -336914.843750 Penalty: 3948.839600
	Iteration 42Q: 3 clusters Score -336914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -336916.093750 Penalty: 3948.839600
	Iteration 43Q: 3 clusters Score -336916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -336917.687500 Penalty: 3948.839600
	Iteration 44Q: 3 clusters Score -336917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -336918.718750 Penalty: 3948.839600
	Iteration 45Q: 3 clusters Score -336918.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -336923.687500 Penalty: 3948.839600
	Iteration 46Q: 3 clusters Score -336923.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -336928.093750 Penalty: 3948.839600
	Iteration 47Q: 3 clusters Score -336928.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -336930.125000 Penalty: 3948.839600
	Iteration 48Q: 3 clusters Score -336930.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -336932.062500 Penalty: 3948.839600
	Iteration 49Q: 3 clusters Score -336932.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -336934.625000 Penalty: 3948.839600
	Iteration 50Q: 3 clusters Score -336934.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -336937.218750 Penalty: 3948.839600
	Iteration 51Q: 3 clusters Score -336937.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -336941.062500 Penalty: 3948.839600
	Iteration 52Q: 3 clusters Score -336941.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -336943.531250 Penalty: 3948.839600
	Iteration 53Q: 3 clusters Score -336943.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -336947.593750 Penalty: 3948.839600
	Iteration 54Q: 3 clusters Score -336947.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -336949.593750 Penalty: 3948.839600
	Iteration 55Q: 3 clusters Score -336949.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -336952.906250 Penalty: 3948.839600
	Iteration 56Q: 3 clusters Score -336952.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -336958.468750 Penalty: 3948.839600
	Iteration 57Q: 3 clusters Score -336958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -336959.437500 Penalty: 3948.839600
	Iteration 58Q: 3 clusters Score -336959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -336961.843750 Penalty: 3948.839600
	Iteration 59Q: 3 clusters Score -336961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -336963.343750 Penalty: 3948.839600
	Iteration 60F: 3 clusters Score -336963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -336965.593750 Penalty: 3948.839600
	Iteration 61Q: 3 clusters Score -336965.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -336967.593750 Penalty: 3948.839600
	Iteration 62Q: 3 clusters Score -336967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -336970.031250 Penalty: 3948.839600
	Iteration 63Q: 3 clusters Score -336970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -336972.187500 Penalty: 3948.839600
	Iteration 64Q: 3 clusters Score -336972.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -336976.000000 Penalty: 3948.839600
	Iteration 65Q: 3 clusters Score -336976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -336977.687500 Penalty: 3948.839600
	Iteration 66Q: 3 clusters Score -336977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -336981.343750 Penalty: 3948.839600
	Iteration 67Q: 3 clusters Score -336981.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -336985.781250 Penalty: 3948.839600
	Iteration 68Q: 3 clusters Score -336985.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -336989.656250 Penalty: 3948.839600
	Iteration 69Q: 3 clusters Score -336989.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -336993.656250 Penalty: 3948.839600
	Iteration 70Q: 3 clusters Score -336993.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -336996.093750 Penalty: 3948.839600
	Iteration 71Q: 3 clusters Score -336996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -336999.875000 Penalty: 3948.839600
	Iteration 72Q: 3 clusters Score -336999.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -337003.968750 Penalty: 3948.839600
	Iteration 73Q: 3 clusters Score -337004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -337008.281250 Penalty: 3948.839600
	Iteration 74Q: 3 clusters Score -337008.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -337014.593750 Penalty: 3948.839600
	Iteration 75Q: 3 clusters Score -337014.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -337019.187500 Penalty: 3948.839600
	Iteration 76Q: 3 clusters Score -337019.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -337024.125000 Penalty: 3948.839600
	Iteration 77Q: 3 clusters Score -337024.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -337030.343750 Penalty: 3948.839600
	Iteration 78Q: 3 clusters Score -337030.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -337044.718750 Penalty: 3948.839600
	Iteration 79Q: 3 clusters Score -337044.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -337052.718750 Penalty: 3948.839600
	Iteration 80F: 3 clusters Score -337052.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -337061.250000 Penalty: 3948.839600
	Iteration 81Q: 3 clusters Score -337061.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -337070.625000 Penalty: 3948.839600
	Iteration 82Q: 3 clusters Score -337070.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -337077.125000 Penalty: 3948.839600
	Iteration 83Q: 3 clusters Score -337077.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -337081.250000 Penalty: 3948.839600
	Iteration 84Q: 3 clusters Score -337081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -337081.656250 Penalty: 3948.839600
	Iteration 85Q: 3 clusters Score -337081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -337082.906250 Penalty: 3948.839600
	Iteration 86Q: 3 clusters Score -337082.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -337082.906250 Penalty: 3948.839600
	Iteration 87F: 3 clusters Score -337082.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -224896.765625 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -224896.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -222326.781250 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -222326.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -222782.281250 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -222782.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -222895.906250 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -222895.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -222963.265625 Penalty: 3746.169922
	Iteration 3Q: 3 clusters Score -222963.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -222999.046875 Penalty: 3746.169922
	Iteration 4Q: 3 clusters Score -222999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -223018.609375 Penalty: 3746.169922
	Iteration 5Q: 3 clusters Score -223018.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -223042.703125 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -223042.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -223065.312500 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -223065.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -223087.015625 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -223087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -223101.484375 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -223101.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -223115.421875 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -223115.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -223124.750000 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -223124.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -223132.109375 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -223132.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -223136.484375 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -223136.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -223141.437500 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -223141.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -223146.250000 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -223146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -223151.000000 Penalty: 3746.169922
	Iteration 16Q: 3 clusters Score -223151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -223160.250000 Penalty: 3746.169922
	Iteration 17Q: 3 clusters Score -223160.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -223177.359375 Penalty: 3746.169922
	Iteration 18Q: 3 clusters Score -223177.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -223190.640625 Penalty: 3746.169922
	Iteration 19Q: 3 clusters Score -223190.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -223204.640625 Penalty: 3746.169922
	Iteration 20F: 3 clusters Score -223204.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -223222.687500 Penalty: 3746.169922
	Iteration 21Q: 3 clusters Score -223222.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -223238.578125 Penalty: 3746.169922
	Iteration 22Q: 3 clusters Score -223238.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -223265.953125 Penalty: 3746.169922
	Iteration 23Q: 3 clusters Score -223266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -223305.703125 Penalty: 3746.169922
	Iteration 24Q: 3 clusters Score -223305.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -223353.015625 Penalty: 3746.169922
	Iteration 25Q: 3 clusters Score -223353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -223395.875000 Penalty: 3746.169922
	Iteration 26Q: 3 clusters Score -223395.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -223445.156250 Penalty: 3746.169922
	Iteration 27Q: 3 clusters Score -223445.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -223485.093750 Penalty: 3746.169922
	Iteration 28Q: 3 clusters Score -223485.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -223518.781250 Penalty: 3746.169922
	Iteration 29Q: 3 clusters Score -223518.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -223545.187500 Penalty: 3746.169922
	Iteration 30Q: 3 clusters Score -223545.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -223580.437500 Penalty: 3746.169922
	Iteration 31Q: 3 clusters Score -223580.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -223600.546875 Penalty: 3746.169922
	Iteration 32Q: 3 clusters Score -223600.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -223612.546875 Penalty: 3746.169922
	Iteration 33Q: 3 clusters Score -223612.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -223622.625000 Penalty: 3746.169922
	Iteration 34Q: 3 clusters Score -223622.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -223639.562500 Penalty: 3746.169922
	Iteration 35Q: 3 clusters Score -223639.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -223655.828125 Penalty: 3746.169922
	Iteration 36Q: 3 clusters Score -223655.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -223668.734375 Penalty: 3746.169922
	Iteration 37Q: 3 clusters Score -223668.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -223683.359375 Penalty: 3746.169922
	Iteration 38Q: 3 clusters Score -223683.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -223697.312500 Penalty: 3746.169922
	Iteration 39Q: 3 clusters Score -223697.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -223711.093750 Penalty: 3746.169922
	Iteration 40F: 3 clusters Score -223711.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -223728.421875 Penalty: 3746.169922
	Iteration 41Q: 3 clusters Score -223728.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -223736.343750 Penalty: 3746.169922
	Iteration 42Q: 3 clusters Score -223736.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -223742.109375 Penalty: 3746.169922
	Iteration 43Q: 3 clusters Score -223742.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -223749.671875 Penalty: 3746.169922
	Iteration 44Q: 3 clusters Score -223749.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -223755.468750 Penalty: 3746.169922
	Iteration 45Q: 3 clusters Score -223755.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -223763.375000 Penalty: 3746.169922
	Iteration 46Q: 3 clusters Score -223763.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -223771.250000 Penalty: 3746.169922
	Iteration 47Q: 3 clusters Score -223771.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -223776.968750 Penalty: 3746.169922
	Iteration 48Q: 3 clusters Score -223777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -223779.296875 Penalty: 3746.169922
	Iteration 49Q: 3 clusters Score -223779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -223780.000000 Penalty: 3746.169922
	Iteration 50Q: 3 clusters Score -223780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -223780.000000 Penalty: 3746.169922
	Iteration 51F: 3 clusters Score -223780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (10098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Entering Unmasked Estep 
Score: -1227273.500000 Penalty: 2286.583008
	Iteration 0F: 2 clusters Score -1227274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1219602.750000 Penalty: 4573.166016
	Iteration 0F: 3 clusters Score -1219603 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1221860.750000 Penalty: 4573.166016
	Iteration 1F: 3 clusters Score -1221861 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1222214.750000 Penalty: 4573.166016
	Iteration 2F: 3 clusters Score -1222215 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1222510.375000 Penalty: 4573.166016
	Iteration 3F: 3 clusters Score -1222510 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1222821.375000 Penalty: 4573.166016
	Iteration 4F: 3 clusters Score -1222821 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1223153.500000 Penalty: 4573.166016
	Iteration 5F: 3 clusters Score -1223154 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1223472.875000 Penalty: 4573.166016
	Iteration 6F: 3 clusters Score -1223473 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1223742.750000 Penalty: 4573.166016
	Iteration 7Q: 3 clusters Score -1223743 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1223956.375000 Penalty: 4573.166016
	Iteration 8Q: 3 clusters Score -1223956 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1224150.375000 Penalty: 4573.166016
	Iteration 9Q: 3 clusters Score -1224150 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1224315.875000 Penalty: 4573.166016
	Iteration 10Q: 3 clusters Score -1224316 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1224459.500000 Penalty: 4573.166016
	Iteration 11Q: 3 clusters Score -1224460 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1224558.125000 Penalty: 4573.166016
	Iteration 12Q: 3 clusters Score -1224558 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1224630.250000 Penalty: 4573.166016
	Iteration 13Q: 3 clusters Score -1224630 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1224697.875000 Penalty: 4573.166016
	Iteration 14Q: 3 clusters Score -1224698 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1224752.375000 Penalty: 4573.166016
	Iteration 15Q: 3 clusters Score -1224752 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1224788.750000 Penalty: 4573.166016
	Iteration 16Q: 3 clusters Score -1224789 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1224823.500000 Penalty: 4573.166016
	Iteration 17Q: 3 clusters Score -1224824 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1224856.000000 Penalty: 4573.166016
	Iteration 18Q: 3 clusters Score -1224856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1224878.125000 Penalty: 4573.166016
	Iteration 19Q: 3 clusters Score -1224878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1224898.625000 Penalty: 4573.166016
	Iteration 20F: 3 clusters Score -1224899 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1224917.000000 Penalty: 4573.166016
	Iteration 21Q: 3 clusters Score -1224917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1224939.125000 Penalty: 4573.166016
	Iteration 22Q: 3 clusters Score -1224939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1224956.500000 Penalty: 4573.166016
	Iteration 23Q: 3 clusters Score -1224956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1224971.500000 Penalty: 4573.166016
	Iteration 24Q: 3 clusters Score -1224972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1224988.750000 Penalty: 4573.166016
	Iteration 25Q: 3 clusters Score -1224989 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1225006.125000 Penalty: 4573.166016
	Iteration 26Q: 3 clusters Score -1225006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1225017.875000 Penalty: 4573.166016
	Iteration 27Q: 3 clusters Score -1225018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1225032.125000 Penalty: 4573.166016
	Iteration 28Q: 3 clusters Score -1225032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1225041.250000 Penalty: 4573.166016
	Iteration 29Q: 3 clusters Score -1225041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1225048.750000 Penalty: 4573.166016
	Iteration 30Q: 3 clusters Score -1225049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1225054.750000 Penalty: 4573.166016
	Iteration 31Q: 3 clusters Score -1225055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1225058.375000 Penalty: 4573.166016
	Iteration 32Q: 3 clusters Score -1225058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1225064.375000 Penalty: 4573.166016
	Iteration 33Q: 3 clusters Score -1225064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1225067.875000 Penalty: 4573.166016
	Iteration 34Q: 3 clusters Score -1225068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1225070.625000 Penalty: 4573.166016
	Iteration 35Q: 3 clusters Score -1225071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1225072.750000 Penalty: 4573.166016
	Iteration 36Q: 3 clusters Score -1225073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1225073.250000 Penalty: 4573.166016
	Iteration 37Q: 3 clusters Score -1225073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1225073.250000 Penalty: 4573.166016
	Iteration 38Q: 3 clusters Score -1225073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1225078.125000 Penalty: 4573.166016
	Iteration 39Q: 3 clusters Score -1225078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1225081.750000 Penalty: 4573.166016
	Iteration 40F: 3 clusters Score -1225082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1225082.500000 Penalty: 4573.166016
	Iteration 41Q: 3 clusters Score -1225082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1225085.375000 Penalty: 4573.166016
	Iteration 42Q: 3 clusters Score -1225085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1225089.000000 Penalty: 4573.166016
	Iteration 43Q: 3 clusters Score -1225089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1225090.750000 Penalty: 4573.166016
	Iteration 44Q: 3 clusters Score -1225091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1225092.875000 Penalty: 4573.166016
	Iteration 45Q: 3 clusters Score -1225093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1225092.750000 Penalty: 4573.166016
	Iteration 46Q: 3 clusters Score -1225093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1225095.125000 Penalty: 4573.166016
	Iteration 47Q: 3 clusters Score -1225095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1225096.750000 Penalty: 4573.166016
	Iteration 48Q: 3 clusters Score -1225097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1225096.000000 Penalty: 4573.166016
	Iteration 49Q: 3 clusters Score -1225096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1225095.125000 Penalty: 4573.166016
	Iteration 50Q: 3 clusters Score -1225095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1225094.625000 Penalty: 4573.166016
	Iteration 51Q: 3 clusters Score -1225095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1225095.625000 Penalty: 4573.166016
	Iteration 52Q: 3 clusters Score -1225096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1225095.625000 Penalty: 4573.166016
	Iteration 53F: 3 clusters Score -1225096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (11972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Entering Unmasked Estep 
Score: -1420047.125000 Penalty: 2328.800781
	Iteration 0F: 2 clusters Score -1420047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1411140.250000 Penalty: 4657.601562
	Iteration 0F: 3 clusters Score -1411140 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1413934.250000 Penalty: 4657.601562
	Iteration 1F: 3 clusters Score -1413934 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1414407.000000 Penalty: 4657.601562
	Iteration 2F: 3 clusters Score -1414407 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1414867.250000 Penalty: 4657.601562
	Iteration 3F: 3 clusters Score -1414867 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1415373.875000 Penalty: 4657.601562
	Iteration 4F: 3 clusters Score -1415374 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1415915.125000 Penalty: 4657.601562
	Iteration 5F: 3 clusters Score -1415915 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1416397.125000 Penalty: 4657.601562
	Iteration 6F: 3 clusters Score -1416397 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1416741.500000 Penalty: 4657.601562
	Iteration 7Q: 3 clusters Score -1416742 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1416998.250000 Penalty: 4657.601562
	Iteration 8Q: 3 clusters Score -1416998 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1417212.750000 Penalty: 4657.601562
	Iteration 9Q: 3 clusters Score -1417213 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1417408.000000 Penalty: 4657.601562
	Iteration 10Q: 3 clusters Score -1417408 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1417546.375000 Penalty: 4657.601562
	Iteration 11Q: 3 clusters Score -1417546 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1417678.500000 Penalty: 4657.601562
	Iteration 12Q: 3 clusters Score -1417678 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1417786.875000 Penalty: 4657.601562
	Iteration 13Q: 3 clusters Score -1417787 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1417877.250000 Penalty: 4657.601562
	Iteration 14Q: 3 clusters Score -1417877 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1417962.500000 Penalty: 4657.601562
	Iteration 15Q: 3 clusters Score -1417962 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1418026.500000 Penalty: 4657.601562
	Iteration 16Q: 3 clusters Score -1418026 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1418098.125000 Penalty: 4657.601562
	Iteration 17Q: 3 clusters Score -1418098 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1418158.125000 Penalty: 4657.601562
	Iteration 18Q: 3 clusters Score -1418158 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1418218.375000 Penalty: 4657.601562
	Iteration 19Q: 3 clusters Score -1418218 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1418262.500000 Penalty: 4657.601562
	Iteration 20F: 3 clusters Score -1418262 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1418303.625000 Penalty: 4657.601562
	Iteration 21Q: 3 clusters Score -1418304 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1418346.625000 Penalty: 4657.601562
	Iteration 22Q: 3 clusters Score -1418347 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1418383.250000 Penalty: 4657.601562
	Iteration 23Q: 3 clusters Score -1418383 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1418417.000000 Penalty: 4657.601562
	Iteration 24Q: 3 clusters Score -1418417 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1418451.625000 Penalty: 4657.601562
	Iteration 25Q: 3 clusters Score -1418452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1418480.625000 Penalty: 4657.601562
	Iteration 26Q: 3 clusters Score -1418481 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1418506.500000 Penalty: 4657.601562
	Iteration 27Q: 3 clusters Score -1418506 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1418531.500000 Penalty: 4657.601562
	Iteration 28Q: 3 clusters Score -1418532 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1418558.375000 Penalty: 4657.601562
	Iteration 29Q: 3 clusters Score -1418558 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1418590.500000 Penalty: 4657.601562
	Iteration 30Q: 3 clusters Score -1418590 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1418609.375000 Penalty: 4657.601562
	Iteration 31Q: 3 clusters Score -1418609 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1418631.000000 Penalty: 4657.601562
	Iteration 32Q: 3 clusters Score -1418631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1418647.125000 Penalty: 4657.601562
	Iteration 33Q: 3 clusters Score -1418647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1418661.000000 Penalty: 4657.601562
	Iteration 34Q: 3 clusters Score -1418661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1418676.375000 Penalty: 4657.601562
	Iteration 35Q: 3 clusters Score -1418676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1418684.750000 Penalty: 4657.601562
	Iteration 36Q: 3 clusters Score -1418685 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1418693.125000 Penalty: 4657.601562
	Iteration 37Q: 3 clusters Score -1418693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1418703.875000 Penalty: 4657.601562
	Iteration 38Q: 3 clusters Score -1418704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1418712.500000 Penalty: 4657.601562
	Iteration 39Q: 3 clusters Score -1418712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1418721.250000 Penalty: 4657.601562
	Iteration 40F: 3 clusters Score -1418721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1418733.625000 Penalty: 4657.601562
	Iteration 41Q: 3 clusters Score -1418734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1418736.875000 Penalty: 4657.601562
	Iteration 42Q: 3 clusters Score -1418737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1418739.875000 Penalty: 4657.601562
	Iteration 43Q: 3 clusters Score -1418740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1418745.500000 Penalty: 4657.601562
	Iteration 44Q: 3 clusters Score -1418746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1418747.750000 Penalty: 4657.601562
	Iteration 45Q: 3 clusters Score -1418748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1418747.500000 Penalty: 4657.601562
	Iteration 46Q: 3 clusters Score -1418748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1418752.750000 Penalty: 4657.601562
	Iteration 47Q: 3 clusters Score -1418753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1418752.500000 Penalty: 4657.601562
	Iteration 48Q: 3 clusters Score -1418752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1418756.500000 Penalty: 4657.601562
	Iteration 49Q: 3 clusters Score -1418756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1418755.000000 Penalty: 4657.601562
	Iteration 50Q: 3 clusters Score -1418755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1418760.125000 Penalty: 4657.601562
	Iteration 51Q: 3 clusters Score -1418760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1418764.750000 Penalty: 4657.601562
	Iteration 52Q: 3 clusters Score -1418765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1418766.875000 Penalty: 4657.601562
	Iteration 53Q: 3 clusters Score -1418767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1418764.125000 Penalty: 4657.601562
	Iteration 54Q: 3 clusters Score -1418764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1418766.125000 Penalty: 4657.601562
	Iteration 55Q: 3 clusters Score -1418766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1418769.375000 Penalty: 4657.601562
	Iteration 56Q: 3 clusters Score -1418769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1418773.375000 Penalty: 4657.601562
	Iteration 57Q: 3 clusters Score -1418773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1418774.000000 Penalty: 4657.601562
	Iteration 58Q: 3 clusters Score -1418774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1418774.875000 Penalty: 4657.601562
	Iteration 59Q: 3 clusters Score -1418775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1418778.500000 Penalty: 4657.601562
	Iteration 60F: 3 clusters Score -1418778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1418780.875000 Penalty: 4657.601562
	Iteration 61Q: 3 clusters Score -1418781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1418781.625000 Penalty: 4657.601562
	Iteration 62Q: 3 clusters Score -1418782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1418785.875000 Penalty: 4657.601562
	Iteration 63Q: 3 clusters Score -1418786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1418786.875000 Penalty: 4657.601562
	Iteration 64Q: 3 clusters Score -1418787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1418791.625000 Penalty: 4657.601562
	Iteration 65Q: 3 clusters Score -1418792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1418791.500000 Penalty: 4657.601562
	Iteration 66Q: 3 clusters Score -1418792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1418790.125000 Penalty: 4657.601562
	Iteration 67Q: 3 clusters Score -1418790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1418787.500000 Penalty: 4657.601562
	Iteration 68Q: 3 clusters Score -1418788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1418791.125000 Penalty: 4657.601562
	Iteration 69Q: 3 clusters Score -1418791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1418792.500000 Penalty: 4657.601562
	Iteration 70Q: 3 clusters Score -1418792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1418791.375000 Penalty: 4657.601562
	Iteration 71Q: 3 clusters Score -1418791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1418793.125000 Penalty: 4657.601562
	Iteration 72Q: 3 clusters Score -1418793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1418792.000000 Penalty: 4657.601562
	Iteration 73Q: 3 clusters Score -1418792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1418792.375000 Penalty: 4657.601562
	Iteration 74Q: 3 clusters Score -1418792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1418794.875000 Penalty: 4657.601562
	Iteration 75Q: 3 clusters Score -1418795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1418798.125000 Penalty: 4657.601562
	Iteration 76Q: 3 clusters Score -1418798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1418800.375000 Penalty: 4657.601562
	Iteration 77Q: 3 clusters Score -1418800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1418801.250000 Penalty: 4657.601562
	Iteration 78Q: 3 clusters Score -1418801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1418798.875000 Penalty: 4657.601562
	Iteration 79Q: 3 clusters Score -1418799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1418801.625000 Penalty: 4657.601562
	Iteration 80F: 3 clusters Score -1418802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1418802.625000 Penalty: 4657.601562
	Iteration 81Q: 3 clusters Score -1418803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1418800.125000 Penalty: 4657.601562
	Iteration 82Q: 3 clusters Score -1418800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1418801.125000 Penalty: 4657.601562
	Iteration 83Q: 3 clusters Score -1418801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1418801.125000 Penalty: 4657.601562
	Iteration 84F: 3 clusters Score -1418801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -108467.039062 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -108467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -106594.859375 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -106594.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -106864.234375 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -106864.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -106934.898438 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -106934.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -106966.929688 Penalty: 3396.610596
	Iteration 3Q: 3 clusters Score -106966.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -106992.242188 Penalty: 3396.610596
	Iteration 4Q: 3 clusters Score -106992.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -107009.851562 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -107009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -107012.687500 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -107012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -107015.007812 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -107015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -107020.218750 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -107020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -107021.554688 Penalty: 3396.610596
	Iteration 9Q: 3 clusters Score -107021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -107023.000000 Penalty: 3396.610596
	Iteration 10Q: 3 clusters Score -107023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -107023.617188 Penalty: 3396.610596
	Iteration 11Q: 3 clusters Score -107023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -107023.617188 Penalty: 3396.610596
	Iteration 12F: 3 clusters Score -107023.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (24358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Entering Unmasked Estep 
Score: -3033413.000000 Penalty: 2504.952637
	Iteration 0F: 2 clusters Score -3033413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3016547.250000 Penalty: 5009.905273
	Iteration 0F: 3 clusters Score -3016547 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -3022363.250000 Penalty: 5009.905273
	Iteration 1F: 3 clusters Score -3022363 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3022805.250000 Penalty: 5009.905273
	Iteration 2Q: 3 clusters Score -3022805 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -3023168.750000 Penalty: 5009.905273
	Iteration 3Q: 3 clusters Score -3023169 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -3023508.000000 Penalty: 5009.905273
	Iteration 4Q: 3 clusters Score -3023508 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -3023819.000000 Penalty: 5009.905273
	Iteration 5Q: 3 clusters Score -3023819 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3024219.250000 Penalty: 5009.905273
	Iteration 6Q: 3 clusters Score -3024219 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3024713.250000 Penalty: 5009.905273
	Iteration 7Q: 3 clusters Score -3024713 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3025303.000000 Penalty: 5009.905273
	Iteration 8Q: 3 clusters Score -3025303 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3025991.750000 Penalty: 5009.905273
	Iteration 9Q: 3 clusters Score -3025992 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3026712.250000 Penalty: 5009.905273
	Iteration 10Q: 3 clusters Score -3026712 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3027463.000000 Penalty: 5009.905273
	Iteration 11Q: 3 clusters Score -3027463 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3028165.750000 Penalty: 5009.905273
	Iteration 12Q: 3 clusters Score -3028166 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3028839.750000 Penalty: 5009.905273
	Iteration 13Q: 3 clusters Score -3028840 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3029391.250000 Penalty: 5009.905273
	Iteration 14Q: 3 clusters Score -3029391 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3029831.250000 Penalty: 5009.905273
	Iteration 15Q: 3 clusters Score -3029831 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3030183.500000 Penalty: 5009.905273
	Iteration 16Q: 3 clusters Score -3030184 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3030448.000000 Penalty: 5009.905273
	Iteration 17Q: 3 clusters Score -3030448 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3030625.000000 Penalty: 5009.905273
	Iteration 18Q: 3 clusters Score -3030625 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3030769.000000 Penalty: 5009.905273
	Iteration 19Q: 3 clusters Score -3030769 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3030888.500000 Penalty: 5009.905273
	Iteration 20F: 3 clusters Score -3030888 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3030976.000000 Penalty: 5009.905273
	Iteration 21Q: 3 clusters Score -3030976 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3031057.750000 Penalty: 5009.905273
	Iteration 22Q: 3 clusters Score -3031058 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3031114.250000 Penalty: 5009.905273
	Iteration 23Q: 3 clusters Score -3031114 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3031174.750000 Penalty: 5009.905273
	Iteration 24Q: 3 clusters Score -3031175 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3031216.250000 Penalty: 5009.905273
	Iteration 25Q: 3 clusters Score -3031216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3031244.250000 Penalty: 5009.905273
	Iteration 26Q: 3 clusters Score -3031244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3031259.000000 Penalty: 5009.905273
	Iteration 27Q: 3 clusters Score -3031259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3031269.000000 Penalty: 5009.905273
	Iteration 28Q: 3 clusters Score -3031269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3031278.250000 Penalty: 5009.905273
	Iteration 29Q: 3 clusters Score -3031278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3031279.250000 Penalty: 5009.905273
	Iteration 30Q: 3 clusters Score -3031279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3031284.750000 Penalty: 5009.905273
	Iteration 31Q: 3 clusters Score -3031285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3031295.250000 Penalty: 5009.905273
	Iteration 32Q: 3 clusters Score -3031295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3031299.500000 Penalty: 5009.905273
	Iteration 33Q: 3 clusters Score -3031300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3031304.750000 Penalty: 5009.905273
	Iteration 34Q: 3 clusters Score -3031305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3031308.750000 Penalty: 5009.905273
	Iteration 35Q: 3 clusters Score -3031309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3031311.000000 Penalty: 5009.905273
	Iteration 36Q: 3 clusters Score -3031311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3031313.750000 Penalty: 5009.905273
	Iteration 37Q: 3 clusters Score -3031314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3031314.750000 Penalty: 5009.905273
	Iteration 38Q: 3 clusters Score -3031315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3031318.250000 Penalty: 5009.905273
	Iteration 39Q: 3 clusters Score -3031318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3031318.750000 Penalty: 5009.905273
	Iteration 40F: 3 clusters Score -3031319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3031324.000000 Penalty: 5009.905273
	Iteration 41Q: 3 clusters Score -3031324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3031325.500000 Penalty: 5009.905273
	Iteration 42Q: 3 clusters Score -3031326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3031325.500000 Penalty: 5009.905273
	Iteration 43Q: 3 clusters Score -3031326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3031326.750000 Penalty: 5009.905273
	Iteration 44Q: 3 clusters Score -3031327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3031328.000000 Penalty: 5009.905273
	Iteration 45Q: 3 clusters Score -3031328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3031327.250000 Penalty: 5009.905273
	Iteration 46Q: 3 clusters Score -3031327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3031327.500000 Penalty: 5009.905273
	Iteration 47Q: 3 clusters Score -3031328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3031327.500000 Penalty: 5009.905273
	Iteration 48F: 3 clusters Score -3031328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -40898.515625 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -40898.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39667.992188 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -39667.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39755.367188 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -39755.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39754.312500 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -39754.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39778.957031 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -39778.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39778.957031 Penalty: 2776.817383
	Iteration 4F: 3 clusters Score -39778.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -289423.125000 Penalty: 1933.116089
	Iteration 0F: 2 clusters Score -289423.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -286491.843750 Penalty: 3866.232178
	Iteration 0F: 3 clusters Score -286491.8 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -287035.625000 Penalty: 3866.232178
	Iteration 1F: 3 clusters Score -287035.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -287192.812500 Penalty: 3866.232178
	Iteration 2F: 3 clusters Score -287192.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -287287.781250 Penalty: 3866.232178
	Iteration 3Q: 3 clusters Score -287287.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -287362.468750 Penalty: 3866.232178
	Iteration 4Q: 3 clusters Score -287362.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -287440.656250 Penalty: 3866.232178
	Iteration 5Q: 3 clusters Score -287440.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -287507.593750 Penalty: 3866.232178
	Iteration 6Q: 3 clusters Score -287507.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -287556.843750 Penalty: 3866.232178
	Iteration 7Q: 3 clusters Score -287556.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -287591.093750 Penalty: 3866.232178
	Iteration 8Q: 3 clusters Score -287591.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -287625.281250 Penalty: 3866.232178
	Iteration 9Q: 3 clusters Score -287625.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -287657.187500 Penalty: 3866.232178
	Iteration 10Q: 3 clusters Score -287657.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -287689.468750 Penalty: 3866.232178
	Iteration 11Q: 3 clusters Score -287689.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -287724.500000 Penalty: 3866.232178
	Iteration 12Q: 3 clusters Score -287724.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -287763.437500 Penalty: 3866.232178
	Iteration 13Q: 3 clusters Score -287763.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -287794.000000 Penalty: 3866.232178
	Iteration 14Q: 3 clusters Score -287794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -287821.593750 Penalty: 3866.232178
	Iteration 15Q: 3 clusters Score -287821.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -287850.593750 Penalty: 3866.232178
	Iteration 16Q: 3 clusters Score -287850.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -287882.781250 Penalty: 3866.232178
	Iteration 17Q: 3 clusters Score -287882.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -287924.312500 Penalty: 3866.232178
	Iteration 18Q: 3 clusters Score -287924.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -287959.968750 Penalty: 3866.232178
	Iteration 19Q: 3 clusters Score -287960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -287998.406250 Penalty: 3866.232178
	Iteration 20F: 3 clusters Score -287998.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -288034.468750 Penalty: 3866.232178
	Iteration 21Q: 3 clusters Score -288034.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -288067.156250 Penalty: 3866.232178
	Iteration 22Q: 3 clusters Score -288067.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -288094.718750 Penalty: 3866.232178
	Iteration 23Q: 3 clusters Score -288094.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -288115.375000 Penalty: 3866.232178
	Iteration 24Q: 3 clusters Score -288115.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -288133.781250 Penalty: 3866.232178
	Iteration 25Q: 3 clusters Score -288133.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -288147.312500 Penalty: 3866.232178
	Iteration 26Q: 3 clusters Score -288147.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -288156.562500 Penalty: 3866.232178
	Iteration 27Q: 3 clusters Score -288156.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -288160.875000 Penalty: 3866.232178
	Iteration 28Q: 3 clusters Score -288160.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -288163.437500 Penalty: 3866.232178
	Iteration 29Q: 3 clusters Score -288163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -288167.875000 Penalty: 3866.232178
	Iteration 30Q: 3 clusters Score -288167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -288170.781250 Penalty: 3866.232178
	Iteration 31Q: 3 clusters Score -288170.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -288174.218750 Penalty: 3866.232178
	Iteration 32Q: 3 clusters Score -288174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -288177.000000 Penalty: 3866.232178
	Iteration 33Q: 3 clusters Score -288177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -288177.718750 Penalty: 3866.232178
	Iteration 34Q: 3 clusters Score -288177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -288178.468750 Penalty: 3866.232178
	Iteration 35Q: 3 clusters Score -288178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -288178.343750 Penalty: 3866.232178
	Iteration 36Q: 3 clusters Score -288178.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -288179.468750 Penalty: 3866.232178
	Iteration 37Q: 3 clusters Score -288179.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -288181.593750 Penalty: 3866.232178
	Iteration 38Q: 3 clusters Score -288181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -288183.062500 Penalty: 3866.232178
	Iteration 39Q: 3 clusters Score -288183.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -288183.062500 Penalty: 3866.232178
	Iteration 40F: 3 clusters Score -288183.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12744 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94243 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96430 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6702 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6090 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24358 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541120.000000 Penalty: 282998.750000
Iteration 279Q: 82 clusters Score -1.545411e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12746 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94243 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96430 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6702 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6087 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24356 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541120.000000 Penalty: 282998.750000
Iteration 280F: 82 clusters Score -1.545411e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12750 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16200 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94243 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96430 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6702 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6082 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24355 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541088.000000 Penalty: 282998.750000
Iteration 281Q: 82 clusters Score -1.545411e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75881 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12753 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16199 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94242 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96430 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6701 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6079 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24357 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541056.000000 Penalty: 282998.750000
Iteration 282Q: 82 clusters Score -1.545411e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75882 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12757 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94242 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96430 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6701 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6075 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24358 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541024.000000 Penalty: 282998.750000
Iteration 283Q: 82 clusters Score -1.54541e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235271 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75882 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12759 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94242 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96429 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6701 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6073 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16560 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24360 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541056.000000 Penalty: 282998.750000
Iteration 284Q: 82 clusters Score -1.545411e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235270 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75883 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12760 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96430 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6701 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6072 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24360 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541072.000000 Penalty: 282998.750000
Iteration 285Q: 82 clusters Score -1.545411e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235269 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75883 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136288 members 
Mstep: Class 18 contains 12759 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96432 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6701 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6072 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24362 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541056.000000 Penalty: 282998.750000
Iteration 286Q: 82 clusters Score -1.545411e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235269 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75883 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136288 members 
Mstep: Class 18 contains 12759 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96432 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6703 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6071 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24362 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541040.000000 Penalty: 282998.750000
Iteration 287Q: 82 clusters Score -1.54541e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235269 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75883 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136288 members 
Mstep: Class 18 contains 12760 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96432 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6703 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6069 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24362 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541056.000000 Penalty: 282998.750000
Iteration 288Q: 82 clusters Score -1.545411e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235269 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75883 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136288 members 
Mstep: Class 18 contains 12760 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96432 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6703 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6068 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24363 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541040.000000 Penalty: 282998.750000
Iteration 289Q: 82 clusters Score -1.54541e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235269 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75883 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136288 members 
Mstep: Class 18 contains 12762 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96432 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6702 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6066 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24364 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541056.000000 Penalty: 282998.750000
Iteration 290Q: 82 clusters Score -1.545411e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235268 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75883 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12759 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96432 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6702 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6066 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24365 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541088.000000 Penalty: 282998.750000
Iteration 291Q: 82 clusters Score -1.545411e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235268 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75883 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12756 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96431 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6702 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6067 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24366 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541072.000000 Penalty: 282998.750000
Iteration 292Q: 82 clusters Score -1.545411e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235268 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75883 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12758 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96430 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6702 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6066 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24366 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541040.000000 Penalty: 282998.750000
Iteration 293Q: 82 clusters Score -1.54541e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235268 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75883 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12758 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96429 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6702 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6066 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92127 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24367 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541040.000000 Penalty: 282998.750000
Iteration 294Q: 82 clusters Score -1.54541e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235268 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75883 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12758 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96428 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6700 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6068 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24367 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541008.000000 Penalty: 282998.750000
Iteration 295Q: 82 clusters Score -1.54541e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235268 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75884 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12758 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96428 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6695 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6070 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24369 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541008.000000 Penalty: 282998.750000
Iteration 296Q: 82 clusters Score -1.54541e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235268 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75886 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136289 members 
Mstep: Class 18 contains 12759 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96427 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6694 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6069 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2551 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92128 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24372 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541056.000000 Penalty: 282998.750000
Iteration 297Q: 82 clusters Score -1.545411e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235268 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75888 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12760 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96427 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6689 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6067 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92129 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24374 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541120.000000 Penalty: 282998.750000
Iteration 298Q: 82 clusters Score -1.545411e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235268 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75890 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136288 members 
Mstep: Class 18 contains 12762 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94241 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96427 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6688 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6061 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92130 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24379 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541104.000000 Penalty: 282998.750000
Iteration 299Q: 82 clusters Score -1.545411e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235268 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75890 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136287 members 
Mstep: Class 18 contains 12764 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96427 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6686 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6059 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92130 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24381 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541072.000000 Penalty: 282998.750000
Iteration 300F: 82 clusters Score -1.545411e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235269 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75892 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136285 members 
Mstep: Class 18 contains 12766 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96426 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6683 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6056 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24383 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541088.000000 Penalty: 282998.750000
Iteration 301Q: 82 clusters Score -1.545411e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235267 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75893 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136288 members 
Mstep: Class 18 contains 12768 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94240 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96427 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6678 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6049 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24389 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541072.000000 Penalty: 282998.750000
Iteration 302Q: 82 clusters Score -1.545411e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235267 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75893 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12771 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94239 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96427 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6673 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6042 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24394 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541088.000000 Penalty: 282998.750000
Iteration 303Q: 82 clusters Score -1.545411e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235266 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75897 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12771 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94239 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96427 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6665 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6043 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24396 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541056.000000 Penalty: 282998.750000
Iteration 304Q: 82 clusters Score -1.545411e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235266 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75898 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136288 members 
Mstep: Class 18 contains 12769 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94239 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4946 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96425 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6662 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6045 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24397 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541136.000000 Penalty: 282998.750000
Iteration 305Q: 82 clusters Score -1.545411e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235265 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75899 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12771 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94239 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4946 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96421 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6662 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6042 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24400 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541120.000000 Penalty: 282998.750000
Iteration 306Q: 82 clusters Score -1.545411e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235265 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75898 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94239 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96420 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6660 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6038 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24406 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541120.000000 Penalty: 282998.750000
Iteration 307Q: 82 clusters Score -1.545411e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235265 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75898 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94239 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96420 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6658 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6031 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24413 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541136.000000 Penalty: 282998.750000
Iteration 308Q: 82 clusters Score -1.545411e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235265 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75898 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12770 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94239 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96419 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6658 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6029 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24414 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541120.000000 Penalty: 282998.750000
Iteration 309Q: 82 clusters Score -1.545411e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235266 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75898 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136290 members 
Mstep: Class 18 contains 12770 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94239 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96416 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6657 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6027 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24416 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541072.000000 Penalty: 282998.750000
Iteration 310Q: 82 clusters Score -1.545411e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235267 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75899 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94238 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96413 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6657 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6022 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24419 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541104.000000 Penalty: 282998.750000
Iteration 311Q: 82 clusters Score -1.545411e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235267 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75899 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12771 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94238 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96412 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6657 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6018 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24423 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541120.000000 Penalty: 282998.750000
Iteration 312Q: 82 clusters Score -1.545411e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235267 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75899 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12769 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94238 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96412 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6657 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6014 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24427 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541168.000000 Penalty: 282998.750000
Iteration 313Q: 82 clusters Score -1.545412e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235267 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75899 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12768 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94238 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96412 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6657 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6013 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24429 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541152.000000 Penalty: 282998.750000
Iteration 314Q: 82 clusters Score -1.545412e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235267 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75899 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12767 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94238 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96412 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6657 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6012 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24430 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541152.000000 Penalty: 282998.750000
Iteration 315Q: 82 clusters Score -1.545412e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235267 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75899 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12766 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94238 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96412 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6657 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6012 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24431 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541168.000000 Penalty: 282998.750000
Iteration 316Q: 82 clusters Score -1.545412e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235267 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75899 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12766 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94238 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96412 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6657 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6012 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 592 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24431 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541168.000000 Penalty: 282998.750000
Iteration 317F: 82 clusters Score -1.545412e+08 nChanged 0
Entering ConstructFrom: 
Score: -154541168.000000 Penalty: 282998.750000
Entering ConstructFrom: 
Trying to split cluster 1 (41238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Entering Unmasked Estep 
Score: -5135804.500000 Penalty: 2635.524658
	Iteration 0F: 2 clusters Score -5135804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -5107796.500000 Penalty: 5271.049316
	Iteration 0F: 3 clusters Score -5107796 nChanged 19029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -5118185.000000 Penalty: 5271.049316
	Iteration 1F: 3 clusters Score -5118185 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -5118626.500000 Penalty: 5271.049316
	Iteration 2Q: 3 clusters Score -5118626 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -5119023.500000 Penalty: 5271.049316
	Iteration 3Q: 3 clusters Score -5119024 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -5119434.000000 Penalty: 5271.049316
	Iteration 4Q: 3 clusters Score -5119434 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -5119818.000000 Penalty: 5271.049316
	Iteration 5Q: 3 clusters Score -5119818 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -5120275.000000 Penalty: 5271.049316
	Iteration 6Q: 3 clusters Score -5120275 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -5120873.000000 Penalty: 5271.049316
	Iteration 7Q: 3 clusters Score -5120873 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -5121574.500000 Penalty: 5271.049316
	Iteration 8Q: 3 clusters Score -5121574 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -5122426.500000 Penalty: 5271.049316
	Iteration 9Q: 3 clusters Score -5122426 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -5123373.000000 Penalty: 5271.049316
	Iteration 10Q: 3 clusters Score -5123373 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -5124336.500000 Penalty: 5271.049316
	Iteration 11Q: 3 clusters Score -5124336 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -5125406.500000 Penalty: 5271.049316
	Iteration 12Q: 3 clusters Score -5125406 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -5126554.000000 Penalty: 5271.049316
	Iteration 13Q: 3 clusters Score -5126554 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -5127776.000000 Penalty: 5271.049316
	Iteration 14Q: 3 clusters Score -5127776 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -5128938.500000 Penalty: 5271.049316
	Iteration 15Q: 3 clusters Score -5128938 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -5130057.500000 Penalty: 5271.049316
	Iteration 16Q: 3 clusters Score -5130058 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -5130964.500000 Penalty: 5271.049316
	Iteration 17Q: 3 clusters Score -5130964 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -5131655.500000 Penalty: 5271.049316
	Iteration 18Q: 3 clusters Score -5131656 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -5132148.500000 Penalty: 5271.049316
	Iteration 19Q: 3 clusters Score -5132148 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -5132579.000000 Penalty: 5271.049316
	Iteration 20F: 3 clusters Score -5132579 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5132881.000000 Penalty: 5271.049316
	Iteration 21Q: 3 clusters Score -5132881 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5133093.000000 Penalty: 5271.049316
	Iteration 22Q: 3 clusters Score -5133093 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5133222.500000 Penalty: 5271.049316
	Iteration 23Q: 3 clusters Score -5133222 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5133333.500000 Penalty: 5271.049316
	Iteration 24Q: 3 clusters Score -5133334 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5133425.500000 Penalty: 5271.049316
	Iteration 25Q: 3 clusters Score -5133426 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5133451.500000 Penalty: 5271.049316
	Iteration 26Q: 3 clusters Score -5133452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5133490.000000 Penalty: 5271.049316
	Iteration 27Q: 3 clusters Score -5133490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5133506.000000 Penalty: 5271.049316
	Iteration 28Q: 3 clusters Score -5133506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5133528.500000 Penalty: 5271.049316
	Iteration 29Q: 3 clusters Score -5133528 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5133537.000000 Penalty: 5271.049316
	Iteration 30Q: 3 clusters Score -5133537 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5133578.500000 Penalty: 5271.049316
	Iteration 31Q: 3 clusters Score -5133578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5133590.000000 Penalty: 5271.049316
	Iteration 32Q: 3 clusters Score -5133590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5133607.000000 Penalty: 5271.049316
	Iteration 33Q: 3 clusters Score -5133607 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5133626.000000 Penalty: 5271.049316
	Iteration 34Q: 3 clusters Score -5133626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5133659.500000 Penalty: 5271.049316
	Iteration 35Q: 3 clusters Score -5133660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5133664.500000 Penalty: 5271.049316
	Iteration 36Q: 3 clusters Score -5133664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5133664.500000 Penalty: 5271.049316
	Iteration 37Q: 3 clusters Score -5133664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5133679.000000 Penalty: 5271.049316
	Iteration 38Q: 3 clusters Score -5133679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5133683.000000 Penalty: 5271.049316
	Iteration 39Q: 3 clusters Score -5133683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5133688.500000 Penalty: 5271.049316
	Iteration 40F: 3 clusters Score -5133688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5133693.000000 Penalty: 5271.049316
	Iteration 41Q: 3 clusters Score -5133693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5133701.500000 Penalty: 5271.049316
	Iteration 42Q: 3 clusters Score -5133702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5133701.000000 Penalty: 5271.049316
	Iteration 43Q: 3 clusters Score -5133701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5133716.500000 Penalty: 5271.049316
	Iteration 44Q: 3 clusters Score -5133716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5133715.000000 Penalty: 5271.049316
	Iteration 45Q: 3 clusters Score -5133715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5133716.500000 Penalty: 5271.049316
	Iteration 46Q: 3 clusters Score -5133716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5133726.500000 Penalty: 5271.049316
	Iteration 47Q: 3 clusters Score -5133726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5133732.000000 Penalty: 5271.049316
	Iteration 48Q: 3 clusters Score -5133732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5133743.500000 Penalty: 5271.049316
	Iteration 49Q: 3 clusters Score -5133744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5133735.000000 Penalty: 5271.049316
	Iteration 50Q: 3 clusters Score -5133735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5133739.000000 Penalty: 5271.049316
	Iteration 51Q: 3 clusters Score -5133739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5133749.500000 Penalty: 5271.049316
	Iteration 52Q: 3 clusters Score -5133750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5133745.000000 Penalty: 5271.049316
	Iteration 53Q: 3 clusters Score -5133745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5133751.500000 Penalty: 5271.049316
	Iteration 54Q: 3 clusters Score -5133752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5133744.500000 Penalty: 5271.049316
	Iteration 55Q: 3 clusters Score -5133744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5133746.000000 Penalty: 5271.049316
	Iteration 56Q: 3 clusters Score -5133746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5133747.500000 Penalty: 5271.049316
	Iteration 57Q: 3 clusters Score -5133748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5133754.000000 Penalty: 5271.049316
	Iteration 58Q: 3 clusters Score -5133754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5133747.000000 Penalty: 5271.049316
	Iteration 59Q: 3 clusters Score -5133747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5133749.000000 Penalty: 5271.049316
	Iteration 60F: 3 clusters Score -5133749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5133749.500000 Penalty: 5271.049316
	Iteration 61Q: 3 clusters Score -5133750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5133749.500000 Penalty: 5271.049316
	Iteration 62F: 3 clusters Score -5133750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Entering Unmasked Estep 
Score: -1138857.250000 Penalty: 2200.481201
	Iteration 0F: 2 clusters Score -1138857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1132979.375000 Penalty: 4400.962402
	Iteration 0F: 3 clusters Score -1132979 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1134671.125000 Penalty: 4400.962402
	Iteration 1F: 3 clusters Score -1134671 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1135122.500000 Penalty: 4400.962402
	Iteration 2F: 3 clusters Score -1135122 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1135462.875000 Penalty: 4400.962402
	Iteration 3F: 3 clusters Score -1135463 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1135827.125000 Penalty: 4400.962402
	Iteration 4F: 3 clusters Score -1135827 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1136186.375000 Penalty: 4400.962402
	Iteration 5F: 3 clusters Score -1136186 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1136544.250000 Penalty: 4400.962402
	Iteration 6F: 3 clusters Score -1136544 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1136907.750000 Penalty: 4400.962402
	Iteration 7F: 3 clusters Score -1136908 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1137356.125000 Penalty: 4400.962402
	Iteration 8F: 3 clusters Score -1137356 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1137792.125000 Penalty: 4400.962402
	Iteration 9F: 3 clusters Score -1137792 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1138045.375000 Penalty: 4400.962402
	Iteration 10Q: 3 clusters Score -1138045 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1138188.125000 Penalty: 4400.962402
	Iteration 11Q: 3 clusters Score -1138188 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1138312.750000 Penalty: 4400.962402
	Iteration 12Q: 3 clusters Score -1138313 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1138381.375000 Penalty: 4400.962402
	Iteration 13Q: 3 clusters Score -1138381 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1138428.875000 Penalty: 4400.962402
	Iteration 14Q: 3 clusters Score -1138429 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1138468.250000 Penalty: 4400.962402
	Iteration 15Q: 3 clusters Score -1138468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1138508.750000 Penalty: 4400.962402
	Iteration 16Q: 3 clusters Score -1138509 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1138543.250000 Penalty: 4400.962402
	Iteration 17Q: 3 clusters Score -1138543 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1138564.250000 Penalty: 4400.962402
	Iteration 18Q: 3 clusters Score -1138564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1138590.250000 Penalty: 4400.962402
	Iteration 19Q: 3 clusters Score -1138590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1138610.875000 Penalty: 4400.962402
	Iteration 20F: 3 clusters Score -1138611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1138619.375000 Penalty: 4400.962402
	Iteration 21Q: 3 clusters Score -1138619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1138628.125000 Penalty: 4400.962402
	Iteration 22Q: 3 clusters Score -1138628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1138633.375000 Penalty: 4400.962402
	Iteration 23Q: 3 clusters Score -1138633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1138637.500000 Penalty: 4400.962402
	Iteration 24Q: 3 clusters Score -1138638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1138639.250000 Penalty: 4400.962402
	Iteration 25Q: 3 clusters Score -1138639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1138645.125000 Penalty: 4400.962402
	Iteration 26Q: 3 clusters Score -1138645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1138645.000000 Penalty: 4400.962402
	Iteration 27Q: 3 clusters Score -1138645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1138647.625000 Penalty: 4400.962402
	Iteration 28Q: 3 clusters Score -1138648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1138653.750000 Penalty: 4400.962402
	Iteration 29Q: 3 clusters Score -1138654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1138655.375000 Penalty: 4400.962402
	Iteration 30Q: 3 clusters Score -1138655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1138654.250000 Penalty: 4400.962402
	Iteration 31Q: 3 clusters Score -1138654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1138663.250000 Penalty: 4400.962402
	Iteration 32Q: 3 clusters Score -1138663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1138668.875000 Penalty: 4400.962402
	Iteration 33Q: 3 clusters Score -1138669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1138667.625000 Penalty: 4400.962402
	Iteration 34Q: 3 clusters Score -1138668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1138667.375000 Penalty: 4400.962402
	Iteration 35Q: 3 clusters Score -1138667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1138674.000000 Penalty: 4400.962402
	Iteration 36Q: 3 clusters Score -1138674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1138676.375000 Penalty: 4400.962402
	Iteration 37Q: 3 clusters Score -1138676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1138676.250000 Penalty: 4400.962402
	Iteration 38Q: 3 clusters Score -1138676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1138675.125000 Penalty: 4400.962402
	Iteration 39Q: 3 clusters Score -1138675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1138677.250000 Penalty: 4400.962402
	Iteration 40F: 3 clusters Score -1138677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1138676.000000 Penalty: 4400.962402
	Iteration 41Q: 3 clusters Score -1138676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1138676.000000 Penalty: 4400.962402
	Iteration 42F: 3 clusters Score -1138676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Entering Unmasked Estep 
Score: -1374707.750000 Penalty: 2317.354492
	Iteration 0F: 2 clusters Score -1374708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1366164.375000 Penalty: 4634.708984
	Iteration 0F: 3 clusters Score -1366164 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1368881.750000 Penalty: 4634.708984
	Iteration 1F: 3 clusters Score -1368882 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1369587.000000 Penalty: 4634.708984
	Iteration 2F: 3 clusters Score -1369587 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1370218.750000 Penalty: 4634.708984
	Iteration 3F: 3 clusters Score -1370219 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1370699.250000 Penalty: 4634.708984
	Iteration 4F: 3 clusters Score -1370699 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1371123.875000 Penalty: 4634.708984
	Iteration 5F: 3 clusters Score -1371124 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1371517.000000 Penalty: 4634.708984
	Iteration 6F: 3 clusters Score -1371517 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1371891.250000 Penalty: 4634.708984
	Iteration 7Q: 3 clusters Score -1371891 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1372188.375000 Penalty: 4634.708984
	Iteration 8Q: 3 clusters Score -1372188 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1372403.125000 Penalty: 4634.708984
	Iteration 9Q: 3 clusters Score -1372403 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1372546.125000 Penalty: 4634.708984
	Iteration 10Q: 3 clusters Score -1372546 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1372656.250000 Penalty: 4634.708984
	Iteration 11Q: 3 clusters Score -1372656 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1372751.625000 Penalty: 4634.708984
	Iteration 12Q: 3 clusters Score -1372752 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1372824.000000 Penalty: 4634.708984
	Iteration 13Q: 3 clusters Score -1372824 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1372892.750000 Penalty: 4634.708984
	Iteration 14Q: 3 clusters Score -1372893 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1372945.500000 Penalty: 4634.708984
	Iteration 15Q: 3 clusters Score -1372946 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1373000.125000 Penalty: 4634.708984
	Iteration 16Q: 3 clusters Score -1373000 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1373055.000000 Penalty: 4634.708984
	Iteration 17Q: 3 clusters Score -1373055 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1373098.625000 Penalty: 4634.708984
	Iteration 18Q: 3 clusters Score -1373099 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1373148.375000 Penalty: 4634.708984
	Iteration 19Q: 3 clusters Score -1373148 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1373204.375000 Penalty: 4634.708984
	Iteration 20F: 3 clusters Score -1373204 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1373246.375000 Penalty: 4634.708984
	Iteration 21Q: 3 clusters Score -1373246 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1373292.250000 Penalty: 4634.708984
	Iteration 22Q: 3 clusters Score -1373292 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1373367.625000 Penalty: 4634.708984
	Iteration 23Q: 3 clusters Score -1373368 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1373420.375000 Penalty: 4634.708984
	Iteration 24Q: 3 clusters Score -1373420 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1373472.125000 Penalty: 4634.708984
	Iteration 25Q: 3 clusters Score -1373472 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1373524.625000 Penalty: 4634.708984
	Iteration 26Q: 3 clusters Score -1373525 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1373573.250000 Penalty: 4634.708984
	Iteration 27Q: 3 clusters Score -1373573 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1373628.250000 Penalty: 4634.708984
	Iteration 28Q: 3 clusters Score -1373628 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1373715.375000 Penalty: 4634.708984
	Iteration 29Q: 3 clusters Score -1373715 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1373784.625000 Penalty: 4634.708984
	Iteration 30Q: 3 clusters Score -1373785 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1373847.000000 Penalty: 4634.708984
	Iteration 31Q: 3 clusters Score -1373847 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1373914.875000 Penalty: 4634.708984
	Iteration 32Q: 3 clusters Score -1373915 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1373956.750000 Penalty: 4634.708984
	Iteration 33Q: 3 clusters Score -1373957 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1373989.750000 Penalty: 4634.708984
	Iteration 34Q: 3 clusters Score -1373990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1374013.250000 Penalty: 4634.708984
	Iteration 35Q: 3 clusters Score -1374013 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1374045.250000 Penalty: 4634.708984
	Iteration 36Q: 3 clusters Score -1374045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1374064.625000 Penalty: 4634.708984
	Iteration 37Q: 3 clusters Score -1374065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1374085.375000 Penalty: 4634.708984
	Iteration 38Q: 3 clusters Score -1374085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1374104.000000 Penalty: 4634.708984
	Iteration 39Q: 3 clusters Score -1374104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1374119.500000 Penalty: 4634.708984
	Iteration 40F: 3 clusters Score -1374120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1374129.250000 Penalty: 4634.708984
	Iteration 41Q: 3 clusters Score -1374129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1374135.375000 Penalty: 4634.708984
	Iteration 42Q: 3 clusters Score -1374135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1374144.875000 Penalty: 4634.708984
	Iteration 43Q: 3 clusters Score -1374145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1374150.875000 Penalty: 4634.708984
	Iteration 44Q: 3 clusters Score -1374151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1374158.625000 Penalty: 4634.708984
	Iteration 45Q: 3 clusters Score -1374159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1374159.500000 Penalty: 4634.708984
	Iteration 46Q: 3 clusters Score -1374160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1374162.625000 Penalty: 4634.708984
	Iteration 47Q: 3 clusters Score -1374163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1374162.500000 Penalty: 4634.708984
	Iteration 48Q: 3 clusters Score -1374162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1374165.500000 Penalty: 4634.708984
	Iteration 49Q: 3 clusters Score -1374166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1374167.375000 Penalty: 4634.708984
	Iteration 50Q: 3 clusters Score -1374167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1374168.375000 Penalty: 4634.708984
	Iteration 51Q: 3 clusters Score -1374168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1374168.750000 Penalty: 4634.708984
	Iteration 52Q: 3 clusters Score -1374169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1374170.375000 Penalty: 4634.708984
	Iteration 53Q: 3 clusters Score -1374170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1374170.625000 Penalty: 4634.708984
	Iteration 54Q: 3 clusters Score -1374171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1374170.625000 Penalty: 4634.708984
	Iteration 55F: 3 clusters Score -1374171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -47132.109375 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -47132.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45971.640625 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -45971.64 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46382.359375 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -46382.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46654.273438 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -46654.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46784.816406 Penalty: 2992.410889
	Iteration 3F: 3 clusters Score -46784.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46841.339844 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -46841.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46885.921875 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -46885.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46926.609375 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -46926.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -46940.437500 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -46940.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46942.906250 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -46942.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46942.906250 Penalty: 2992.410889
	Iteration 9F: 3 clusters Score -46942.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -245889.640625 Penalty: 1900.641602
	Iteration 0F: 2 clusters Score -245889.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -243188.984375 Penalty: 3801.283203
	Iteration 0F: 3 clusters Score -243189 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -243715.968750 Penalty: 3801.283203
	Iteration 1F: 3 clusters Score -243716 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -243935.812500 Penalty: 3801.283203
	Iteration 2F: 3 clusters Score -243935.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -244113.906250 Penalty: 3801.283203
	Iteration 3F: 3 clusters Score -244113.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -244291.656250 Penalty: 3801.283203
	Iteration 4F: 3 clusters Score -244291.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -244448.046875 Penalty: 3801.283203
	Iteration 5Q: 3 clusters Score -244448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -244570.937500 Penalty: 3801.283203
	Iteration 6Q: 3 clusters Score -244570.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -244650.343750 Penalty: 3801.283203
	Iteration 7Q: 3 clusters Score -244650.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -244729.562500 Penalty: 3801.283203
	Iteration 8Q: 3 clusters Score -244729.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -244785.140625 Penalty: 3801.283203
	Iteration 9Q: 3 clusters Score -244785.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -244815.640625 Penalty: 3801.283203
	Iteration 10Q: 3 clusters Score -244815.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -244838.500000 Penalty: 3801.283203
	Iteration 11Q: 3 clusters Score -244838.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -244850.125000 Penalty: 3801.283203
	Iteration 12Q: 3 clusters Score -244850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -244854.546875 Penalty: 3801.283203
	Iteration 13Q: 3 clusters Score -244854.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -244858.765625 Penalty: 3801.283203
	Iteration 14Q: 3 clusters Score -244858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -244864.265625 Penalty: 3801.283203
	Iteration 15Q: 3 clusters Score -244864.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -244870.765625 Penalty: 3801.283203
	Iteration 16Q: 3 clusters Score -244870.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -244876.781250 Penalty: 3801.283203
	Iteration 17Q: 3 clusters Score -244876.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -244880.359375 Penalty: 3801.283203
	Iteration 18Q: 3 clusters Score -244880.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -244884.687500 Penalty: 3801.283203
	Iteration 19Q: 3 clusters Score -244884.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -244887.062500 Penalty: 3801.283203
	Iteration 20F: 3 clusters Score -244887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -244888.187500 Penalty: 3801.283203
	Iteration 21Q: 3 clusters Score -244888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -244889.406250 Penalty: 3801.283203
	Iteration 22Q: 3 clusters Score -244889.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -244891.781250 Penalty: 3801.283203
	Iteration 23Q: 3 clusters Score -244891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -244893.859375 Penalty: 3801.283203
	Iteration 24Q: 3 clusters Score -244893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -244895.078125 Penalty: 3801.283203
	Iteration 25Q: 3 clusters Score -244895.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -244895.078125 Penalty: 3801.283203
	Iteration 26F: 3 clusters Score -244895.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Entering Unmasked Estep 
Score: -1302092.875000 Penalty: 2301.291260
	Iteration 0F: 2 clusters Score -1302093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1293997.125000 Penalty: 4602.582520
	Iteration 0F: 3 clusters Score -1293997 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1296384.875000 Penalty: 4602.582520
	Iteration 1F: 3 clusters Score -1296385 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1296750.625000 Penalty: 4602.582520
	Iteration 2F: 3 clusters Score -1296751 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1297083.000000 Penalty: 4602.582520
	Iteration 3F: 3 clusters Score -1297083 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1297428.875000 Penalty: 4602.582520
	Iteration 4F: 3 clusters Score -1297429 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1297814.125000 Penalty: 4602.582520
	Iteration 5F: 3 clusters Score -1297814 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1298233.875000 Penalty: 4602.582520
	Iteration 6F: 3 clusters Score -1298234 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1298672.625000 Penalty: 4602.582520
	Iteration 7F: 3 clusters Score -1298673 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1299043.375000 Penalty: 4602.582520
	Iteration 8Q: 3 clusters Score -1299043 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1299341.000000 Penalty: 4602.582520
	Iteration 9Q: 3 clusters Score -1299341 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1299568.000000 Penalty: 4602.582520
	Iteration 10Q: 3 clusters Score -1299568 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1299723.000000 Penalty: 4602.582520
	Iteration 11Q: 3 clusters Score -1299723 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1299832.750000 Penalty: 4602.582520
	Iteration 12Q: 3 clusters Score -1299833 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1299915.875000 Penalty: 4602.582520
	Iteration 13Q: 3 clusters Score -1299916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1299988.625000 Penalty: 4602.582520
	Iteration 14Q: 3 clusters Score -1299989 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1300038.000000 Penalty: 4602.582520
	Iteration 15Q: 3 clusters Score -1300038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1300070.875000 Penalty: 4602.582520
	Iteration 16Q: 3 clusters Score -1300071 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1300106.375000 Penalty: 4602.582520
	Iteration 17Q: 3 clusters Score -1300106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1300141.625000 Penalty: 4602.582520
	Iteration 18Q: 3 clusters Score -1300142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1300160.875000 Penalty: 4602.582520
	Iteration 19Q: 3 clusters Score -1300161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1300174.625000 Penalty: 4602.582520
	Iteration 20F: 3 clusters Score -1300175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1300183.875000 Penalty: 4602.582520
	Iteration 21Q: 3 clusters Score -1300184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1300189.875000 Penalty: 4602.582520
	Iteration 22Q: 3 clusters Score -1300190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1300198.000000 Penalty: 4602.582520
	Iteration 23Q: 3 clusters Score -1300198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1300201.750000 Penalty: 4602.582520
	Iteration 24Q: 3 clusters Score -1300202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1300205.625000 Penalty: 4602.582520
	Iteration 25Q: 3 clusters Score -1300206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1300206.250000 Penalty: 4602.582520
	Iteration 26Q: 3 clusters Score -1300206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1300203.500000 Penalty: 4602.582520
	Iteration 27Q: 3 clusters Score -1300204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1300209.250000 Penalty: 4602.582520
	Iteration 28Q: 3 clusters Score -1300209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1300212.125000 Penalty: 4602.582520
	Iteration 29Q: 3 clusters Score -1300212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1300214.875000 Penalty: 4602.582520
	Iteration 30Q: 3 clusters Score -1300215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1300223.500000 Penalty: 4602.582520
	Iteration 31Q: 3 clusters Score -1300224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1300223.125000 Penalty: 4602.582520
	Iteration 32Q: 3 clusters Score -1300223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1300226.000000 Penalty: 4602.582520
	Iteration 33Q: 3 clusters Score -1300226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1300225.750000 Penalty: 4602.582520
	Iteration 34Q: 3 clusters Score -1300226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1300227.375000 Penalty: 4602.582520
	Iteration 35Q: 3 clusters Score -1300227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1300228.375000 Penalty: 4602.582520
	Iteration 36Q: 3 clusters Score -1300228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1300229.125000 Penalty: 4602.582520
	Iteration 37Q: 3 clusters Score -1300229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1300229.125000 Penalty: 4602.582520
	Iteration 38F: 3 clusters Score -1300229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -53783.214844 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -53783.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52402.691406 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -52402.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52504.562500 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -52504.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52548.359375 Penalty: 2913.965820
	Iteration 2Q: 3 clusters Score -52548.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52583.796875 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -52583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52611.351562 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -52611.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52635.027344 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -52635.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52658.242188 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -52658.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52667.011719 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -52667.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52672.933594 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -52672.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52676.769531 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -52676.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52680.347656 Penalty: 2913.965820
	Iteration 10Q: 3 clusters Score -52680.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52682.308594 Penalty: 2913.965820
	Iteration 11Q: 3 clusters Score -52682.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52682.308594 Penalty: 2913.965820
	Iteration 12F: 3 clusters Score -52682.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -263448.031250 Penalty: 1913.682251
	Iteration 0F: 2 clusters Score -263448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -260622.875000 Penalty: 3827.364502
	Iteration 0F: 3 clusters Score -260622.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -261138.437500 Penalty: 3827.364502
	Iteration 1F: 3 clusters Score -261138.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -261355.171875 Penalty: 3827.364502
	Iteration 2F: 3 clusters Score -261355.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -261510.968750 Penalty: 3827.364502
	Iteration 3F: 3 clusters Score -261511 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -261638.609375 Penalty: 3827.364502
	Iteration 4F: 3 clusters Score -261638.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -261748.578125 Penalty: 3827.364502
	Iteration 5Q: 3 clusters Score -261748.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -261861.625000 Penalty: 3827.364502
	Iteration 6Q: 3 clusters Score -261861.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -261969.562500 Penalty: 3827.364502
	Iteration 7Q: 3 clusters Score -261969.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -262036.765625 Penalty: 3827.364502
	Iteration 8Q: 3 clusters Score -262036.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -262090.265625 Penalty: 3827.364502
	Iteration 9Q: 3 clusters Score -262090.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -262133.796875 Penalty: 3827.364502
	Iteration 10Q: 3 clusters Score -262133.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -262160.687500 Penalty: 3827.364502
	Iteration 11Q: 3 clusters Score -262160.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -262184.718750 Penalty: 3827.364502
	Iteration 12Q: 3 clusters Score -262184.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -262206.531250 Penalty: 3827.364502
	Iteration 13Q: 3 clusters Score -262206.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -262218.281250 Penalty: 3827.364502
	Iteration 14Q: 3 clusters Score -262218.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -262224.437500 Penalty: 3827.364502
	Iteration 15Q: 3 clusters Score -262224.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -262226.750000 Penalty: 3827.364502
	Iteration 16Q: 3 clusters Score -262226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -262230.937500 Penalty: 3827.364502
	Iteration 17Q: 3 clusters Score -262230.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -262233.656250 Penalty: 3827.364502
	Iteration 18Q: 3 clusters Score -262233.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -262237.375000 Penalty: 3827.364502
	Iteration 19Q: 3 clusters Score -262237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -262238.843750 Penalty: 3827.364502
	Iteration 20F: 3 clusters Score -262238.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -262243.531250 Penalty: 3827.364502
	Iteration 21Q: 3 clusters Score -262243.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -262248.968750 Penalty: 3827.364502
	Iteration 22Q: 3 clusters Score -262249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -262252.406250 Penalty: 3827.364502
	Iteration 23Q: 3 clusters Score -262252.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -262257.562500 Penalty: 3827.364502
	Iteration 24Q: 3 clusters Score -262257.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -262262.312500 Penalty: 3827.364502
	Iteration 25Q: 3 clusters Score -262262.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -262268.187500 Penalty: 3827.364502
	Iteration 26Q: 3 clusters Score -262268.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -262273.093750 Penalty: 3827.364502
	Iteration 27Q: 3 clusters Score -262273.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -262274.250000 Penalty: 3827.364502
	Iteration 28Q: 3 clusters Score -262274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -262274.593750 Penalty: 3827.364502
	Iteration 29Q: 3 clusters Score -262274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -262274.593750 Penalty: 3827.364502
	Iteration 30F: 3 clusters Score -262274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Entering Unmasked Estep 
Score: -625617.875000 Penalty: 2127.788330
	Iteration 0F: 2 clusters Score -625617.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -620871.062500 Penalty: 4255.576660
	Iteration 0F: 3 clusters Score -620871.1 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -622082.812500 Penalty: 4255.576660
	Iteration 1F: 3 clusters Score -622082.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -622397.125000 Penalty: 4255.576660
	Iteration 2F: 3 clusters Score -622397.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -622719.562500 Penalty: 4255.576660
	Iteration 3F: 3 clusters Score -622719.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -623087.937500 Penalty: 4255.576660
	Iteration 4F: 3 clusters Score -623087.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -623489.437500 Penalty: 4255.576660
	Iteration 5F: 3 clusters Score -623489.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -623829.125000 Penalty: 4255.576660
	Iteration 6F: 3 clusters Score -623829.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -624004.625000 Penalty: 4255.576660
	Iteration 7Q: 3 clusters Score -624004.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -624084.062500 Penalty: 4255.576660
	Iteration 8Q: 3 clusters Score -624084.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -624132.625000 Penalty: 4255.576660
	Iteration 9Q: 3 clusters Score -624132.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -624166.062500 Penalty: 4255.576660
	Iteration 10Q: 3 clusters Score -624166.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -624185.812500 Penalty: 4255.576660
	Iteration 11Q: 3 clusters Score -624185.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -624206.750000 Penalty: 4255.576660
	Iteration 12Q: 3 clusters Score -624206.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -624220.000000 Penalty: 4255.576660
	Iteration 13Q: 3 clusters Score -624220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -624228.812500 Penalty: 4255.576660
	Iteration 14Q: 3 clusters Score -624228.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -624235.437500 Penalty: 4255.576660
	Iteration 15Q: 3 clusters Score -624235.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -624241.750000 Penalty: 4255.576660
	Iteration 16Q: 3 clusters Score -624241.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -624246.125000 Penalty: 4255.576660
	Iteration 17Q: 3 clusters Score -624246.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -624253.000000 Penalty: 4255.576660
	Iteration 18Q: 3 clusters Score -624253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -624253.750000 Penalty: 4255.576660
	Iteration 19Q: 3 clusters Score -624253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -624255.125000 Penalty: 4255.576660
	Iteration 20F: 3 clusters Score -624255.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -624254.437500 Penalty: 4255.576660
	Iteration 21Q: 3 clusters Score -624254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -624255.250000 Penalty: 4255.576660
	Iteration 22Q: 3 clusters Score -624255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -624255.437500 Penalty: 4255.576660
	Iteration 23Q: 3 clusters Score -624255.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -624255.437500 Penalty: 4255.576660
	Iteration 24F: 3 clusters Score -624255.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Entering Unmasked Estep 
Score: -384807.093750 Penalty: 2008.915283
	Iteration 0F: 2 clusters Score -384807.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -381361.968750 Penalty: 4017.830566
	Iteration 0F: 3 clusters Score -381362 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -382188.187500 Penalty: 4017.830566
	Iteration 1F: 3 clusters Score -382188.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -382454.031250 Penalty: 4017.830566
	Iteration 2F: 3 clusters Score -382454 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -382662.718750 Penalty: 4017.830566
	Iteration 3F: 3 clusters Score -382662.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -382821.812500 Penalty: 4017.830566
	Iteration 4F: 3 clusters Score -382821.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -382998.000000 Penalty: 4017.830566
	Iteration 5F: 3 clusters Score -382998 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -383161.781250 Penalty: 4017.830566
	Iteration 6Q: 3 clusters Score -383161.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -383341.468750 Penalty: 4017.830566
	Iteration 7Q: 3 clusters Score -383341.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -383519.812500 Penalty: 4017.830566
	Iteration 8Q: 3 clusters Score -383519.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -383730.593750 Penalty: 4017.830566
	Iteration 9Q: 3 clusters Score -383730.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -383939.093750 Penalty: 4017.830566
	Iteration 10Q: 3 clusters Score -383939.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -384092.843750 Penalty: 4017.830566
	Iteration 11Q: 3 clusters Score -384092.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -384203.937500 Penalty: 4017.830566
	Iteration 12Q: 3 clusters Score -384203.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -384280.687500 Penalty: 4017.830566
	Iteration 13Q: 3 clusters Score -384280.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -384327.656250 Penalty: 4017.830566
	Iteration 14Q: 3 clusters Score -384327.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -384364.093750 Penalty: 4017.830566
	Iteration 15Q: 3 clusters Score -384364.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -384414.156250 Penalty: 4017.830566
	Iteration 16Q: 3 clusters Score -384414.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -384464.781250 Penalty: 4017.830566
	Iteration 17Q: 3 clusters Score -384464.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -384512.000000 Penalty: 4017.830566
	Iteration 18Q: 3 clusters Score -384512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -384546.062500 Penalty: 4017.830566
	Iteration 19Q: 3 clusters Score -384546.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -384567.750000 Penalty: 4017.830566
	Iteration 20F: 3 clusters Score -384567.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -384573.187500 Penalty: 4017.830566
	Iteration 21Q: 3 clusters Score -384573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -384573.937500 Penalty: 4017.830566
	Iteration 22Q: 3 clusters Score -384573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -384573.937500 Penalty: 4017.830566
	Iteration 23F: 3 clusters Score -384573.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (235267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235267 members 
Entering Unmasked Estep 
Score: -28784126.000000 Penalty: 3067.382080
	Iteration 0F: 2 clusters Score -2.878413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118030 members 
Mstep: Class 2 contains 117237 members 
Entering Unmasked Estep 
Score: -28639148.000000 Penalty: 6134.764160
	Iteration 0F: 3 clusters Score -2.863915e+07 nChanged 113366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124292 members 
Mstep: Class 2 contains 110975 members 
Entering Unmasked Estep 
Score: -28706236.000000 Penalty: 6134.764160
	Iteration 1F: 3 clusters Score -2.870624e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129541 members 
Mstep: Class 2 contains 105726 members 
Entering Unmasked Estep 
Score: -28709046.000000 Penalty: 6134.764160
	Iteration 2Q: 3 clusters Score -2.870905e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137844 members 
Mstep: Class 2 contains 97423 members 
Entering Unmasked Estep 
Score: -28714256.000000 Penalty: 6134.764160
	Iteration 3Q: 3 clusters Score -2.871426e+07 nChanged 15421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149635 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -28723764.000000 Penalty: 6134.764160
	Iteration 4F: 3 clusters Score -2.872376e+07 nChanged 18722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164247 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -28736508.000000 Penalty: 6134.764160
	Iteration 5F: 3 clusters Score -2.873651e+07 nChanged 18293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178380 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -28749370.000000 Penalty: 6134.764160
	Iteration 6F: 3 clusters Score -2.874937e+07 nChanged 14729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190187 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -28759344.000000 Penalty: 6134.764160
	Iteration 7F: 3 clusters Score -2.875934e+07 nChanged 11146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199927 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -28766276.000000 Penalty: 6134.764160
	Iteration 8Q: 3 clusters Score -2.876628e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207663 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -28772132.000000 Penalty: 6134.764160
	Iteration 9Q: 3 clusters Score -2.877213e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213057 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -28776104.000000 Penalty: 6134.764160
	Iteration 10Q: 3 clusters Score -2.87761e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216415 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -28778434.000000 Penalty: 6134.764160
	Iteration 11Q: 3 clusters Score -2.877843e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218579 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -28779640.000000 Penalty: 6134.764160
	Iteration 12Q: 3 clusters Score -2.877964e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220169 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -28780314.000000 Penalty: 6134.764160
	Iteration 13Q: 3 clusters Score -2.878031e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221463 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -28780490.000000 Penalty: 6134.764160
	Iteration 14Q: 3 clusters Score -2.878049e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222582 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -28780688.000000 Penalty: 6134.764160
	Iteration 15Q: 3 clusters Score -2.878069e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223581 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -28780928.000000 Penalty: 6134.764160
	Iteration 16Q: 3 clusters Score -2.878093e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224432 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -28781008.000000 Penalty: 6134.764160
	Iteration 17Q: 3 clusters Score -2.878101e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225205 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -28781066.000000 Penalty: 6134.764160
	Iteration 18Q: 3 clusters Score -2.878107e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225834 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -28781238.000000 Penalty: 6134.764160
	Iteration 19Q: 3 clusters Score -2.878124e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226410 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -28781212.000000 Penalty: 6134.764160
	Iteration 20F: 3 clusters Score -2.878121e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226892 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -28781242.000000 Penalty: 6134.764160
	Iteration 21Q: 3 clusters Score -2.878124e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227313 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -28781330.000000 Penalty: 6134.764160
	Iteration 22Q: 3 clusters Score -2.878133e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227702 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -28781520.000000 Penalty: 6134.764160
	Iteration 23Q: 3 clusters Score -2.878152e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228101 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -28781576.000000 Penalty: 6134.764160
	Iteration 24Q: 3 clusters Score -2.878158e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228461 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -28781660.000000 Penalty: 6134.764160
	Iteration 25Q: 3 clusters Score -2.878166e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228781 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -28781680.000000 Penalty: 6134.764160
	Iteration 26Q: 3 clusters Score -2.878168e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229064 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -28781768.000000 Penalty: 6134.764160
	Iteration 27Q: 3 clusters Score -2.878177e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229302 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -28781808.000000 Penalty: 6134.764160
	Iteration 28Q: 3 clusters Score -2.878181e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229514 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -28781770.000000 Penalty: 6134.764160
	Iteration 29Q: 3 clusters Score -2.878177e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229690 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -28781840.000000 Penalty: 6134.764160
	Iteration 30Q: 3 clusters Score -2.878184e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229854 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -28781866.000000 Penalty: 6134.764160
	Iteration 31Q: 3 clusters Score -2.878187e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230016 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -28781902.000000 Penalty: 6134.764160
	Iteration 32Q: 3 clusters Score -2.87819e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230143 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -28781970.000000 Penalty: 6134.764160
	Iteration 33Q: 3 clusters Score -2.878197e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230269 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -28781936.000000 Penalty: 6134.764160
	Iteration 34Q: 3 clusters Score -2.878194e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230381 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -28781910.000000 Penalty: 6134.764160
	Iteration 35Q: 3 clusters Score -2.878191e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230490 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -28781900.000000 Penalty: 6134.764160
	Iteration 36Q: 3 clusters Score -2.87819e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230587 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -28781930.000000 Penalty: 6134.764160
	Iteration 37Q: 3 clusters Score -2.878193e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230665 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -28781906.000000 Penalty: 6134.764160
	Iteration 38Q: 3 clusters Score -2.878191e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230734 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -28781952.000000 Penalty: 6134.764160
	Iteration 39Q: 3 clusters Score -2.878195e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230807 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -28781956.000000 Penalty: 6134.764160
	Iteration 40F: 3 clusters Score -2.878196e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230868 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -28781964.000000 Penalty: 6134.764160
	Iteration 41Q: 3 clusters Score -2.878196e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230938 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -28782000.000000 Penalty: 6134.764160
	Iteration 42Q: 3 clusters Score -2.8782e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230992 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -28782000.000000 Penalty: 6134.764160
	Iteration 43Q: 3 clusters Score -2.8782e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231030 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -28781996.000000 Penalty: 6134.764160
	Iteration 44Q: 3 clusters Score -2.8782e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231077 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -28782000.000000 Penalty: 6134.764160
	Iteration 45Q: 3 clusters Score -2.8782e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231122 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -28781952.000000 Penalty: 6134.764160
	Iteration 46Q: 3 clusters Score -2.878195e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231167 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -28782012.000000 Penalty: 6134.764160
	Iteration 47Q: 3 clusters Score -2.878201e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231207 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -28781974.000000 Penalty: 6134.764160
	Iteration 48Q: 3 clusters Score -2.878197e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231240 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -28781990.000000 Penalty: 6134.764160
	Iteration 49Q: 3 clusters Score -2.878199e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231268 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -28781964.000000 Penalty: 6134.764160
	Iteration 50Q: 3 clusters Score -2.878196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231293 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -28781992.000000 Penalty: 6134.764160
	Iteration 51Q: 3 clusters Score -2.878199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231312 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -28782008.000000 Penalty: 6134.764160
	Iteration 52Q: 3 clusters Score -2.878201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231326 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -28782012.000000 Penalty: 6134.764160
	Iteration 53Q: 3 clusters Score -2.878201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231336 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -28782030.000000 Penalty: 6134.764160
	Iteration 54Q: 3 clusters Score -2.878203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231345 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -28782034.000000 Penalty: 6134.764160
	Iteration 55Q: 3 clusters Score -2.878203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231348 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -28782040.000000 Penalty: 6134.764160
	Iteration 56Q: 3 clusters Score -2.878204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231356 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -28782016.000000 Penalty: 6134.764160
	Iteration 57Q: 3 clusters Score -2.878202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231364 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -28782020.000000 Penalty: 6134.764160
	Iteration 58Q: 3 clusters Score -2.878202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231370 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -28782026.000000 Penalty: 6134.764160
	Iteration 59Q: 3 clusters Score -2.878203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231373 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -28782006.000000 Penalty: 6134.764160
	Iteration 60F: 3 clusters Score -2.878201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231375 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -28782008.000000 Penalty: 6134.764160
	Iteration 61Q: 3 clusters Score -2.878201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231376 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -28782006.000000 Penalty: 6134.764160
	Iteration 62Q: 3 clusters Score -2.878201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231378 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -28782010.000000 Penalty: 6134.764160
	Iteration 63Q: 3 clusters Score -2.878201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231379 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -28782012.000000 Penalty: 6134.764160
	Iteration 64Q: 3 clusters Score -2.878201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231379 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -28782012.000000 Penalty: 6134.764160
	Iteration 65F: 3 clusters Score -2.878201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Entering Unmasked Estep 
Score: -945421.000000 Penalty: 2230.523926
	Iteration 0F: 2 clusters Score -945421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -938943.250000 Penalty: 4461.047852
	Iteration 0F: 3 clusters Score -938943.2 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -940624.000000 Penalty: 4461.047852
	Iteration 1F: 3 clusters Score -940624 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -940887.375000 Penalty: 4461.047852
	Iteration 2F: 3 clusters Score -940887.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -941084.187500 Penalty: 4461.047852
	Iteration 3F: 3 clusters Score -941084.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -941213.187500 Penalty: 4461.047852
	Iteration 4Q: 3 clusters Score -941213.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -941303.437500 Penalty: 4461.047852
	Iteration 5Q: 3 clusters Score -941303.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -941376.250000 Penalty: 4461.047852
	Iteration 6Q: 3 clusters Score -941376.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -941452.000000 Penalty: 4461.047852
	Iteration 7Q: 3 clusters Score -941452 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -941546.500000 Penalty: 4461.047852
	Iteration 8Q: 3 clusters Score -941546.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -941646.687500 Penalty: 4461.047852
	Iteration 9Q: 3 clusters Score -941646.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -941742.625000 Penalty: 4461.047852
	Iteration 10Q: 3 clusters Score -941742.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -941846.875000 Penalty: 4461.047852
	Iteration 11Q: 3 clusters Score -941846.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -941930.812500 Penalty: 4461.047852
	Iteration 12Q: 3 clusters Score -941930.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -942022.250000 Penalty: 4461.047852
	Iteration 13Q: 3 clusters Score -942022.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -942138.125000 Penalty: 4461.047852
	Iteration 14Q: 3 clusters Score -942138.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -942291.437500 Penalty: 4461.047852
	Iteration 15Q: 3 clusters Score -942291.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -942486.562500 Penalty: 4461.047852
	Iteration 16Q: 3 clusters Score -942486.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -942695.875000 Penalty: 4461.047852
	Iteration 17Q: 3 clusters Score -942695.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -942867.250000 Penalty: 4461.047852
	Iteration 18Q: 3 clusters Score -942867.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -942996.250000 Penalty: 4461.047852
	Iteration 19Q: 3 clusters Score -942996.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -943106.812500 Penalty: 4461.047852
	Iteration 20F: 3 clusters Score -943106.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -943185.625000 Penalty: 4461.047852
	Iteration 21Q: 3 clusters Score -943185.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -943238.250000 Penalty: 4461.047852
	Iteration 22Q: 3 clusters Score -943238.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -943268.500000 Penalty: 4461.047852
	Iteration 23Q: 3 clusters Score -943268.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -943287.875000 Penalty: 4461.047852
	Iteration 24Q: 3 clusters Score -943287.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -943305.000000 Penalty: 4461.047852
	Iteration 25Q: 3 clusters Score -943305 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -943317.750000 Penalty: 4461.047852
	Iteration 26Q: 3 clusters Score -943317.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -943323.750000 Penalty: 4461.047852
	Iteration 27Q: 3 clusters Score -943323.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -943330.687500 Penalty: 4461.047852
	Iteration 28Q: 3 clusters Score -943330.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -943332.437500 Penalty: 4461.047852
	Iteration 29Q: 3 clusters Score -943332.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -943336.875000 Penalty: 4461.047852
	Iteration 30Q: 3 clusters Score -943336.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -943338.812500 Penalty: 4461.047852
	Iteration 31Q: 3 clusters Score -943338.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -943341.750000 Penalty: 4461.047852
	Iteration 32Q: 3 clusters Score -943341.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -943344.687500 Penalty: 4461.047852
	Iteration 33Q: 3 clusters Score -943344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -943344.562500 Penalty: 4461.047852
	Iteration 34Q: 3 clusters Score -943344.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -943345.625000 Penalty: 4461.047852
	Iteration 35Q: 3 clusters Score -943345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -943344.875000 Penalty: 4461.047852
	Iteration 36Q: 3 clusters Score -943344.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -943345.875000 Penalty: 4461.047852
	Iteration 37Q: 3 clusters Score -943345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -943345.875000 Penalty: 4461.047852
	Iteration 38Q: 3 clusters Score -943345.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -943346.562500 Penalty: 4461.047852
	Iteration 39Q: 3 clusters Score -943346.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -943349.250000 Penalty: 4461.047852
	Iteration 40F: 3 clusters Score -943349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -943350.187500 Penalty: 4461.047852
	Iteration 41Q: 3 clusters Score -943350.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -943350.687500 Penalty: 4461.047852
	Iteration 42Q: 3 clusters Score -943350.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -943351.625000 Penalty: 4461.047852
	Iteration 43Q: 3 clusters Score -943351.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -943350.812500 Penalty: 4461.047852
	Iteration 44Q: 3 clusters Score -943350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -943351.625000 Penalty: 4461.047852
	Iteration 45Q: 3 clusters Score -943351.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -943353.750000 Penalty: 4461.047852
	Iteration 46Q: 3 clusters Score -943353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -943355.187500 Penalty: 4461.047852
	Iteration 47Q: 3 clusters Score -943355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -943355.125000 Penalty: 4461.047852
	Iteration 48Q: 3 clusters Score -943355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -943356.187500 Penalty: 4461.047852
	Iteration 49Q: 3 clusters Score -943356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -943356.125000 Penalty: 4461.047852
	Iteration 50Q: 3 clusters Score -943356.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -943356.125000 Penalty: 4461.047852
	Iteration 51F: 3 clusters Score -943356.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Entering Unmasked Estep 
Score: -710726.687500 Penalty: 2153.731689
	Iteration 0F: 2 clusters Score -710726.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -705616.250000 Penalty: 4307.463379
	Iteration 0F: 3 clusters Score -705616.2 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -706946.687500 Penalty: 4307.463379
	Iteration 1F: 3 clusters Score -706946.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -707223.375000 Penalty: 4307.463379
	Iteration 2F: 3 clusters Score -707223.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -707392.062500 Penalty: 4307.463379
	Iteration 3F: 3 clusters Score -707392.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -707532.375000 Penalty: 4307.463379
	Iteration 4Q: 3 clusters Score -707532.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -707660.000000 Penalty: 4307.463379
	Iteration 5Q: 3 clusters Score -707660 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -707793.312500 Penalty: 4307.463379
	Iteration 6Q: 3 clusters Score -707793.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -707911.750000 Penalty: 4307.463379
	Iteration 7Q: 3 clusters Score -707911.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -708015.562500 Penalty: 4307.463379
	Iteration 8Q: 3 clusters Score -708015.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -708122.000000 Penalty: 4307.463379
	Iteration 9Q: 3 clusters Score -708122 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -708220.500000 Penalty: 4307.463379
	Iteration 10Q: 3 clusters Score -708220.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -708302.250000 Penalty: 4307.463379
	Iteration 11Q: 3 clusters Score -708302.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -708369.125000 Penalty: 4307.463379
	Iteration 12Q: 3 clusters Score -708369.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -708427.937500 Penalty: 4307.463379
	Iteration 13Q: 3 clusters Score -708427.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -708473.937500 Penalty: 4307.463379
	Iteration 14Q: 3 clusters Score -708473.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -708513.187500 Penalty: 4307.463379
	Iteration 15Q: 3 clusters Score -708513.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -708535.750000 Penalty: 4307.463379
	Iteration 16Q: 3 clusters Score -708535.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -708554.250000 Penalty: 4307.463379
	Iteration 17Q: 3 clusters Score -708554.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -708567.812500 Penalty: 4307.463379
	Iteration 18Q: 3 clusters Score -708567.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -708581.187500 Penalty: 4307.463379
	Iteration 19Q: 3 clusters Score -708581.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -708592.187500 Penalty: 4307.463379
	Iteration 20F: 3 clusters Score -708592.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -708604.000000 Penalty: 4307.463379
	Iteration 21Q: 3 clusters Score -708604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -708611.000000 Penalty: 4307.463379
	Iteration 22Q: 3 clusters Score -708611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -708614.562500 Penalty: 4307.463379
	Iteration 23Q: 3 clusters Score -708614.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -708620.562500 Penalty: 4307.463379
	Iteration 24Q: 3 clusters Score -708620.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -708623.437500 Penalty: 4307.463379
	Iteration 25Q: 3 clusters Score -708623.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -708628.187500 Penalty: 4307.463379
	Iteration 26Q: 3 clusters Score -708628.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -708633.062500 Penalty: 4307.463379
	Iteration 27Q: 3 clusters Score -708633.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -708634.500000 Penalty: 4307.463379
	Iteration 28Q: 3 clusters Score -708634.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -708636.250000 Penalty: 4307.463379
	Iteration 29Q: 3 clusters Score -708636.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -708637.250000 Penalty: 4307.463379
	Iteration 30Q: 3 clusters Score -708637.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -708638.687500 Penalty: 4307.463379
	Iteration 31Q: 3 clusters Score -708638.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -708638.812500 Penalty: 4307.463379
	Iteration 32Q: 3 clusters Score -708638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -708638.875000 Penalty: 4307.463379
	Iteration 33Q: 3 clusters Score -708638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -708643.187500 Penalty: 4307.463379
	Iteration 34Q: 3 clusters Score -708643.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -708645.437500 Penalty: 4307.463379
	Iteration 35Q: 3 clusters Score -708645.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -708645.062500 Penalty: 4307.463379
	Iteration 36Q: 3 clusters Score -708645.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -708645.812500 Penalty: 4307.463379
	Iteration 37Q: 3 clusters Score -708645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -708648.312500 Penalty: 4307.463379
	Iteration 38Q: 3 clusters Score -708648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -708647.312500 Penalty: 4307.463379
	Iteration 39Q: 3 clusters Score -708647.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -708648.687500 Penalty: 4307.463379
	Iteration 40F: 3 clusters Score -708648.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -708649.500000 Penalty: 4307.463379
	Iteration 41Q: 3 clusters Score -708649.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -708649.875000 Penalty: 4307.463379
	Iteration 42Q: 3 clusters Score -708649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -708648.125000 Penalty: 4307.463379
	Iteration 43Q: 3 clusters Score -708648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -708650.062500 Penalty: 4307.463379
	Iteration 44Q: 3 clusters Score -708650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -708650.375000 Penalty: 4307.463379
	Iteration 45Q: 3 clusters Score -708650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -708651.687500 Penalty: 4307.463379
	Iteration 46Q: 3 clusters Score -708651.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -708651.250000 Penalty: 4307.463379
	Iteration 47Q: 3 clusters Score -708651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -708650.562500 Penalty: 4307.463379
	Iteration 48Q: 3 clusters Score -708650.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -708650.562500 Penalty: 4307.463379
	Iteration 49F: 3 clusters Score -708650.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75899 members 
Entering Unmasked Estep 
Score: -8522016.000000 Penalty: 2786.815430
	Iteration 0F: 2 clusters Score -8522016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -8471485.000000 Penalty: 5573.630859
	Iteration 0F: 3 clusters Score -8471485 nChanged 35360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -8491989.000000 Penalty: 5573.630859
	Iteration 1F: 3 clusters Score -8491989 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -8493524.000000 Penalty: 5573.630859
	Iteration 2Q: 3 clusters Score -8493524 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -8495201.000000 Penalty: 5573.630859
	Iteration 3F: 3 clusters Score -8495201 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -8497198.000000 Penalty: 5573.630859
	Iteration 4F: 3 clusters Score -8497198 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -8499437.000000 Penalty: 5573.630859
	Iteration 5F: 3 clusters Score -8499437 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -8502166.000000 Penalty: 5573.630859
	Iteration 6F: 3 clusters Score -8502166 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -8505050.000000 Penalty: 5573.630859
	Iteration 7F: 3 clusters Score -8505050 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -8507848.000000 Penalty: 5573.630859
	Iteration 8F: 3 clusters Score -8507848 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -8510253.000000 Penalty: 5573.630859
	Iteration 9Q: 3 clusters Score -8510253 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 56780 members 
Entering Unmasked Estep 
Score: -8511854.000000 Penalty: 5573.630859
	Iteration 10Q: 3 clusters Score -8511854 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -8512975.000000 Penalty: 5573.630859
	Iteration 11Q: 3 clusters Score -8512975 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 59699 members 
Entering Unmasked Estep 
Score: -8513822.000000 Penalty: 5573.630859
	Iteration 12Q: 3 clusters Score -8513822 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -8514432.000000 Penalty: 5573.630859
	Iteration 13Q: 3 clusters Score -8514432 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -8515018.000000 Penalty: 5573.630859
	Iteration 14Q: 3 clusters Score -8515018 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -8515524.000000 Penalty: 5573.630859
	Iteration 15Q: 3 clusters Score -8515524 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -8515951.000000 Penalty: 5573.630859
	Iteration 16Q: 3 clusters Score -8515951 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -8516388.000000 Penalty: 5573.630859
	Iteration 17Q: 3 clusters Score -8516388 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -8516798.000000 Penalty: 5573.630859
	Iteration 18Q: 3 clusters Score -8516798 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -8517152.000000 Penalty: 5573.630859
	Iteration 19Q: 3 clusters Score -8517152 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -8517483.000000 Penalty: 5573.630859
	Iteration 20F: 3 clusters Score -8517483 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -8517893.000000 Penalty: 5573.630859
	Iteration 21Q: 3 clusters Score -8517893 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -8518254.000000 Penalty: 5573.630859
	Iteration 22Q: 3 clusters Score -8518254 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -8518504.000000 Penalty: 5573.630859
	Iteration 23Q: 3 clusters Score -8518504 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -8518796.000000 Penalty: 5573.630859
	Iteration 24Q: 3 clusters Score -8518796 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -8518974.000000 Penalty: 5573.630859
	Iteration 25Q: 3 clusters Score -8518974 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 72064 members 
Entering Unmasked Estep 
Score: -8519134.000000 Penalty: 5573.630859
	Iteration 26Q: 3 clusters Score -8519134 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -8519294.000000 Penalty: 5573.630859
	Iteration 27Q: 3 clusters Score -8519294 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -8519436.000000 Penalty: 5573.630859
	Iteration 28Q: 3 clusters Score -8519436 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -8519562.000000 Penalty: 5573.630859
	Iteration 29Q: 3 clusters Score -8519562 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 73336 members 
Entering Unmasked Estep 
Score: -8519677.000000 Penalty: 5573.630859
	Iteration 30Q: 3 clusters Score -8519677 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 73550 members 
Entering Unmasked Estep 
Score: -8519767.000000 Penalty: 5573.630859
	Iteration 31Q: 3 clusters Score -8519767 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -8519824.000000 Penalty: 5573.630859
	Iteration 32Q: 3 clusters Score -8519824 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 73827 members 
Entering Unmasked Estep 
Score: -8519883.000000 Penalty: 5573.630859
	Iteration 33Q: 3 clusters Score -8519883 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 73916 members 
Entering Unmasked Estep 
Score: -8519916.000000 Penalty: 5573.630859
	Iteration 34Q: 3 clusters Score -8519916 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -8519936.000000 Penalty: 5573.630859
	Iteration 35Q: 3 clusters Score -8519936 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -8519980.000000 Penalty: 5573.630859
	Iteration 36Q: 3 clusters Score -8519980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -8519988.000000 Penalty: 5573.630859
	Iteration 37Q: 3 clusters Score -8519988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -8520016.000000 Penalty: 5573.630859
	Iteration 38Q: 3 clusters Score -8520016 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -8520047.000000 Penalty: 5573.630859
	Iteration 39Q: 3 clusters Score -8520047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -8520068.000000 Penalty: 5573.630859
	Iteration 40F: 3 clusters Score -8520068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -8520073.000000 Penalty: 5573.630859
	Iteration 41Q: 3 clusters Score -8520073 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 74387 members 
Entering Unmasked Estep 
Score: -8520082.000000 Penalty: 5573.630859
	Iteration 42Q: 3 clusters Score -8520082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -8520111.000000 Penalty: 5573.630859
	Iteration 43Q: 3 clusters Score -8520111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
Score: -8520129.000000 Penalty: 5573.630859
	Iteration 44Q: 3 clusters Score -8520129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -8520131.000000 Penalty: 5573.630859
	Iteration 45Q: 3 clusters Score -8520131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 74495 members 
Entering Unmasked Estep 
Score: -8520146.000000 Penalty: 5573.630859
	Iteration 46Q: 3 clusters Score -8520146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -8520155.000000 Penalty: 5573.630859
	Iteration 47Q: 3 clusters Score -8520155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -8520177.000000 Penalty: 5573.630859
	Iteration 48Q: 3 clusters Score -8520177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 74539 members 
Entering Unmasked Estep 
Score: -8520184.000000 Penalty: 5573.630859
	Iteration 49Q: 3 clusters Score -8520184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -8520198.000000 Penalty: 5573.630859
	Iteration 50Q: 3 clusters Score -8520198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 74557 members 
Entering Unmasked Estep 
Score: -8520201.000000 Penalty: 5573.630859
	Iteration 51Q: 3 clusters Score -8520201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -8520211.000000 Penalty: 5573.630859
	Iteration 52Q: 3 clusters Score -8520211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -8520212.000000 Penalty: 5573.630859
	Iteration 53Q: 3 clusters Score -8520212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -8520213.000000 Penalty: 5573.630859
	Iteration 54Q: 3 clusters Score -8520213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 74581 members 
Entering Unmasked Estep 
Score: -8520225.000000 Penalty: 5573.630859
	Iteration 55Q: 3 clusters Score -8520225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -8520230.000000 Penalty: 5573.630859
	Iteration 56Q: 3 clusters Score -8520230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -8520230.000000 Penalty: 5573.630859
	Iteration 57Q: 3 clusters Score -8520230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -8520235.000000 Penalty: 5573.630859
	Iteration 58Q: 3 clusters Score -8520235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 74606 members 
Entering Unmasked Estep 
Score: -8520239.000000 Penalty: 5573.630859
	Iteration 59Q: 3 clusters Score -8520239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -8520245.000000 Penalty: 5573.630859
	Iteration 60F: 3 clusters Score -8520245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -8520256.000000 Penalty: 5573.630859
	Iteration 61Q: 3 clusters Score -8520256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -8520248.000000 Penalty: 5573.630859
	Iteration 62Q: 3 clusters Score -8520248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 74636 members 
Entering Unmasked Estep 
Score: -8520257.000000 Penalty: 5573.630859
	Iteration 63Q: 3 clusters Score -8520257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -8520254.000000 Penalty: 5573.630859
	Iteration 64Q: 3 clusters Score -8520254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -8520254.000000 Penalty: 5573.630859
	Iteration 65F: 3 clusters Score -8520254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Entering Unmasked Estep 
Score: -1046281.812500 Penalty: 2247.624023
	Iteration 0F: 2 clusters Score -1046282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1039522.937500 Penalty: 4495.248047
	Iteration 0F: 3 clusters Score -1039523 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1041629.125000 Penalty: 4495.248047
	Iteration 1F: 3 clusters Score -1041629 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1042144.687500 Penalty: 4495.248047
	Iteration 2F: 3 clusters Score -1042145 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1042612.500000 Penalty: 4495.248047
	Iteration 3F: 3 clusters Score -1042612 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1043020.875000 Penalty: 4495.248047
	Iteration 4F: 3 clusters Score -1043021 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1043371.937500 Penalty: 4495.248047
	Iteration 5F: 3 clusters Score -1043372 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1043614.312500 Penalty: 4495.248047
	Iteration 6Q: 3 clusters Score -1043614 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1043818.812500 Penalty: 4495.248047
	Iteration 7Q: 3 clusters Score -1043819 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1043994.250000 Penalty: 4495.248047
	Iteration 8Q: 3 clusters Score -1043994 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1044123.687500 Penalty: 4495.248047
	Iteration 9Q: 3 clusters Score -1044124 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1044218.687500 Penalty: 4495.248047
	Iteration 10Q: 3 clusters Score -1044219 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1044272.500000 Penalty: 4495.248047
	Iteration 11Q: 3 clusters Score -1044272 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1044311.000000 Penalty: 4495.248047
	Iteration 12Q: 3 clusters Score -1044311 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1044338.937500 Penalty: 4495.248047
	Iteration 13Q: 3 clusters Score -1044339 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1044362.875000 Penalty: 4495.248047
	Iteration 14Q: 3 clusters Score -1044363 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1044394.062500 Penalty: 4495.248047
	Iteration 15Q: 3 clusters Score -1044394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1044420.000000 Penalty: 4495.248047
	Iteration 16Q: 3 clusters Score -1044420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1044450.437500 Penalty: 4495.248047
	Iteration 17Q: 3 clusters Score -1044450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1044488.125000 Penalty: 4495.248047
	Iteration 18Q: 3 clusters Score -1044488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1044526.875000 Penalty: 4495.248047
	Iteration 19Q: 3 clusters Score -1044527 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1044575.437500 Penalty: 4495.248047
	Iteration 20F: 3 clusters Score -1044575 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1044639.187500 Penalty: 4495.248047
	Iteration 21Q: 3 clusters Score -1044639 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1044714.187500 Penalty: 4495.248047
	Iteration 22Q: 3 clusters Score -1044714 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1044790.625000 Penalty: 4495.248047
	Iteration 23Q: 3 clusters Score -1044791 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1044862.500000 Penalty: 4495.248047
	Iteration 24Q: 3 clusters Score -1044862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1044936.000000 Penalty: 4495.248047
	Iteration 25Q: 3 clusters Score -1044936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1045018.875000 Penalty: 4495.248047
	Iteration 26Q: 3 clusters Score -1045019 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1045092.562500 Penalty: 4495.248047
	Iteration 27Q: 3 clusters Score -1045093 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1045130.562500 Penalty: 4495.248047
	Iteration 28Q: 3 clusters Score -1045131 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1045151.250000 Penalty: 4495.248047
	Iteration 29Q: 3 clusters Score -1045151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1045162.375000 Penalty: 4495.248047
	Iteration 30Q: 3 clusters Score -1045162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1045170.312500 Penalty: 4495.248047
	Iteration 31Q: 3 clusters Score -1045170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1045176.937500 Penalty: 4495.248047
	Iteration 32Q: 3 clusters Score -1045177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1045181.375000 Penalty: 4495.248047
	Iteration 33Q: 3 clusters Score -1045181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1045186.437500 Penalty: 4495.248047
	Iteration 34Q: 3 clusters Score -1045186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1045188.812500 Penalty: 4495.248047
	Iteration 35Q: 3 clusters Score -1045189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1045193.000000 Penalty: 4495.248047
	Iteration 36Q: 3 clusters Score -1045193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1045190.625000 Penalty: 4495.248047
	Iteration 37Q: 3 clusters Score -1045191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1045191.937500 Penalty: 4495.248047
	Iteration 38Q: 3 clusters Score -1045192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1045191.937500 Penalty: 4495.248047
	Iteration 39F: 3 clusters Score -1045192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Entering Unmasked Estep 
Score: -742271.312500 Penalty: 2165.411377
	Iteration 0F: 2 clusters Score -742271.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -737007.062500 Penalty: 4330.822754
	Iteration 0F: 3 clusters Score -737007.1 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -738367.625000 Penalty: 4330.822754
	Iteration 1F: 3 clusters Score -738367.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -738629.937500 Penalty: 4330.822754
	Iteration 2F: 3 clusters Score -738629.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -738843.750000 Penalty: 4330.822754
	Iteration 3F: 3 clusters Score -738843.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -739025.250000 Penalty: 4330.822754
	Iteration 4Q: 3 clusters Score -739025.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -739239.250000 Penalty: 4330.822754
	Iteration 5Q: 3 clusters Score -739239.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -739496.000000 Penalty: 4330.822754
	Iteration 6F: 3 clusters Score -739496 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -739737.500000 Penalty: 4330.822754
	Iteration 7Q: 3 clusters Score -739737.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -739988.875000 Penalty: 4330.822754
	Iteration 8Q: 3 clusters Score -739988.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -740213.312500 Penalty: 4330.822754
	Iteration 9Q: 3 clusters Score -740213.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -740376.062500 Penalty: 4330.822754
	Iteration 10Q: 3 clusters Score -740376.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -740497.625000 Penalty: 4330.822754
	Iteration 11Q: 3 clusters Score -740497.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -740581.375000 Penalty: 4330.822754
	Iteration 12Q: 3 clusters Score -740581.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -740650.500000 Penalty: 4330.822754
	Iteration 13Q: 3 clusters Score -740650.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -740698.562500 Penalty: 4330.822754
	Iteration 14Q: 3 clusters Score -740698.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -740744.250000 Penalty: 4330.822754
	Iteration 15Q: 3 clusters Score -740744.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -740781.062500 Penalty: 4330.822754
	Iteration 16Q: 3 clusters Score -740781.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -740826.062500 Penalty: 4330.822754
	Iteration 17Q: 3 clusters Score -740826.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -740904.750000 Penalty: 4330.822754
	Iteration 18Q: 3 clusters Score -740904.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -741003.875000 Penalty: 4330.822754
	Iteration 19Q: 3 clusters Score -741003.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -741127.500000 Penalty: 4330.822754
	Iteration 20F: 3 clusters Score -741127.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -741264.187500 Penalty: 4330.822754
	Iteration 21Q: 3 clusters Score -741264.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -741346.875000 Penalty: 4330.822754
	Iteration 22Q: 3 clusters Score -741346.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -741384.875000 Penalty: 4330.822754
	Iteration 23Q: 3 clusters Score -741384.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -741410.375000 Penalty: 4330.822754
	Iteration 24Q: 3 clusters Score -741410.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -741420.812500 Penalty: 4330.822754
	Iteration 25Q: 3 clusters Score -741420.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -741426.125000 Penalty: 4330.822754
	Iteration 26Q: 3 clusters Score -741426.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -741429.625000 Penalty: 4330.822754
	Iteration 27Q: 3 clusters Score -741429.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -741431.875000 Penalty: 4330.822754
	Iteration 28Q: 3 clusters Score -741431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -741432.562500 Penalty: 4330.822754
	Iteration 29Q: 3 clusters Score -741432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -741434.562500 Penalty: 4330.822754
	Iteration 30Q: 3 clusters Score -741434.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -741436.062500 Penalty: 4330.822754
	Iteration 31Q: 3 clusters Score -741436.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -741436.375000 Penalty: 4330.822754
	Iteration 32Q: 3 clusters Score -741436.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -741438.500000 Penalty: 4330.822754
	Iteration 33Q: 3 clusters Score -741438.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -741439.312500 Penalty: 4330.822754
	Iteration 34Q: 3 clusters Score -741439.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -741439.625000 Penalty: 4330.822754
	Iteration 35Q: 3 clusters Score -741439.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -741440.500000 Penalty: 4330.822754
	Iteration 36Q: 3 clusters Score -741440.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -741440.062500 Penalty: 4330.822754
	Iteration 37Q: 3 clusters Score -741440.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -741440.437500 Penalty: 4330.822754
	Iteration 38Q: 3 clusters Score -741440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -741440.250000 Penalty: 4330.822754
	Iteration 39Q: 3 clusters Score -741440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -741441.375000 Penalty: 4330.822754
	Iteration 40F: 3 clusters Score -741441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -741442.437500 Penalty: 4330.822754
	Iteration 41Q: 3 clusters Score -741442.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -741442.562500 Penalty: 4330.822754
	Iteration 42Q: 3 clusters Score -741442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -741444.750000 Penalty: 4330.822754
	Iteration 43Q: 3 clusters Score -741444.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -741444.750000 Penalty: 4330.822754
	Iteration 44F: 3 clusters Score -741444.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (136291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136291 members 
Entering Unmasked Estep 
Score: -16542690.000000 Penalty: 2931.991943
	Iteration 0F: 2 clusters Score -1.654269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -16451689.000000 Penalty: 5863.983887
	Iteration 0F: 3 clusters Score -1.645169e+07 nChanged 65149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -16489567.000000 Penalty: 5863.983887
	Iteration 1F: 3 clusters Score -1.648957e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67092 members 
Mstep: Class 2 contains 69199 members 
Entering Unmasked Estep 
Score: -16490503.000000 Penalty: 5863.983887
	Iteration 2Q: 3 clusters Score -1.64905e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -16491709.000000 Penalty: 5863.983887
	Iteration 3Q: 3 clusters Score -1.649171e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -16493223.000000 Penalty: 5863.983887
	Iteration 4Q: 3 clusters Score -1.649322e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 72519 members 
Entering Unmasked Estep 
Score: -16495223.000000 Penalty: 5863.983887
	Iteration 5Q: 3 clusters Score -1.649522e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61529 members 
Mstep: Class 2 contains 74762 members 
Entering Unmasked Estep 
Score: -16497886.000000 Penalty: 5863.983887
	Iteration 6Q: 3 clusters Score -1.649789e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -16501338.000000 Penalty: 5863.983887
	Iteration 7Q: 3 clusters Score -1.650134e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -16505754.000000 Penalty: 5863.983887
	Iteration 8F: 3 clusters Score -1.650575e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 86753 members 
Entering Unmasked Estep 
Score: -16510678.000000 Penalty: 5863.983887
	Iteration 9F: 3 clusters Score -1.651068e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 91628 members 
Entering Unmasked Estep 
Score: -16515716.000000 Penalty: 5863.983887
	Iteration 10F: 3 clusters Score -1.651572e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 95828 members 
Entering Unmasked Estep 
Score: -16519515.000000 Penalty: 5863.983887
	Iteration 11Q: 3 clusters Score -1.651952e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 99303 members 
Entering Unmasked Estep 
Score: -16522262.000000 Penalty: 5863.983887
	Iteration 12Q: 3 clusters Score -1.652226e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -16523878.000000 Penalty: 5863.983887
	Iteration 13Q: 3 clusters Score -1.652388e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 105321 members 
Entering Unmasked Estep 
Score: -16525276.000000 Penalty: 5863.983887
	Iteration 14Q: 3 clusters Score -1.652528e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 108042 members 
Entering Unmasked Estep 
Score: -16526416.000000 Penalty: 5863.983887
	Iteration 15Q: 3 clusters Score -1.652642e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 110699 members 
Entering Unmasked Estep 
Score: -16527600.000000 Penalty: 5863.983887
	Iteration 16Q: 3 clusters Score -1.65276e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 113306 members 
Entering Unmasked Estep 
Score: -16528855.000000 Penalty: 5863.983887
	Iteration 17Q: 3 clusters Score -1.652886e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 115838 members 
Entering Unmasked Estep 
Score: -16530054.000000 Penalty: 5863.983887
	Iteration 18Q: 3 clusters Score -1.653005e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 118224 members 
Entering Unmasked Estep 
Score: -16531226.000000 Penalty: 5863.983887
	Iteration 19Q: 3 clusters Score -1.653123e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 120473 members 
Entering Unmasked Estep 
Score: -16532364.000000 Penalty: 5863.983887
	Iteration 20F: 3 clusters Score -1.653236e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 122619 members 
Entering Unmasked Estep 
Score: -16533460.000000 Penalty: 5863.983887
	Iteration 21Q: 3 clusters Score -1.653346e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 124664 members 
Entering Unmasked Estep 
Score: -16534602.000000 Penalty: 5863.983887
	Iteration 22Q: 3 clusters Score -1.65346e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 126584 members 
Entering Unmasked Estep 
Score: -16535853.000000 Penalty: 5863.983887
	Iteration 23Q: 3 clusters Score -1.653585e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 128318 members 
Entering Unmasked Estep 
Score: -16537021.000000 Penalty: 5863.983887
	Iteration 24Q: 3 clusters Score -1.653702e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 129863 members 
Entering Unmasked Estep 
Score: -16538074.000000 Penalty: 5863.983887
	Iteration 25Q: 3 clusters Score -1.653807e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 131167 members 
Entering Unmasked Estep 
Score: -16539000.000000 Penalty: 5863.983887
	Iteration 26Q: 3 clusters Score -1.6539e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 132163 members 
Entering Unmasked Estep 
Score: -16539678.000000 Penalty: 5863.983887
	Iteration 27Q: 3 clusters Score -1.653968e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 132850 members 
Entering Unmasked Estep 
Score: -16540191.000000 Penalty: 5863.983887
	Iteration 28Q: 3 clusters Score -1.654019e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 133367 members 
Entering Unmasked Estep 
Score: -16540569.000000 Penalty: 5863.983887
	Iteration 29Q: 3 clusters Score -1.654057e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 133775 members 
Entering Unmasked Estep 
Score: -16540874.000000 Penalty: 5863.983887
	Iteration 30Q: 3 clusters Score -1.654087e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 134049 members 
Entering Unmasked Estep 
Score: -16541008.000000 Penalty: 5863.983887
	Iteration 31Q: 3 clusters Score -1.654101e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 134223 members 
Entering Unmasked Estep 
Score: -16541118.000000 Penalty: 5863.983887
	Iteration 32Q: 3 clusters Score -1.654112e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 134379 members 
Entering Unmasked Estep 
Score: -16541172.000000 Penalty: 5863.983887
	Iteration 33Q: 3 clusters Score -1.654117e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 134479 members 
Entering Unmasked Estep 
Score: -16541238.000000 Penalty: 5863.983887
	Iteration 34Q: 3 clusters Score -1.654124e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 134555 members 
Entering Unmasked Estep 
Score: -16541285.000000 Penalty: 5863.983887
	Iteration 35Q: 3 clusters Score -1.654128e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 134617 members 
Entering Unmasked Estep 
Score: -16541305.000000 Penalty: 5863.983887
	Iteration 36Q: 3 clusters Score -1.65413e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 134672 members 
Entering Unmasked Estep 
Score: -16541346.000000 Penalty: 5863.983887
	Iteration 37Q: 3 clusters Score -1.654135e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 134729 members 
Entering Unmasked Estep 
Score: -16541383.000000 Penalty: 5863.983887
	Iteration 38Q: 3 clusters Score -1.654138e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 134774 members 
Entering Unmasked Estep 
Score: -16541381.000000 Penalty: 5863.983887
	Iteration 39Q: 3 clusters Score -1.654138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 134807 members 
Entering Unmasked Estep 
Score: -16541403.000000 Penalty: 5863.983887
	Iteration 40F: 3 clusters Score -1.65414e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 134831 members 
Entering Unmasked Estep 
Score: -16541417.000000 Penalty: 5863.983887
	Iteration 41Q: 3 clusters Score -1.654142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 134852 members 
Entering Unmasked Estep 
Score: -16541435.000000 Penalty: 5863.983887
	Iteration 42Q: 3 clusters Score -1.654144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 134865 members 
Entering Unmasked Estep 
Score: -16541433.000000 Penalty: 5863.983887
	Iteration 43Q: 3 clusters Score -1.654143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 134874 members 
Entering Unmasked Estep 
Score: -16541442.000000 Penalty: 5863.983887
	Iteration 44Q: 3 clusters Score -1.654144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 134882 members 
Entering Unmasked Estep 
Score: -16541439.000000 Penalty: 5863.983887
	Iteration 45Q: 3 clusters Score -1.654144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 134889 members 
Entering Unmasked Estep 
Score: -16541429.000000 Penalty: 5863.983887
	Iteration 46Q: 3 clusters Score -1.654143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 134891 members 
Entering Unmasked Estep 
Score: -16541439.000000 Penalty: 5863.983887
	Iteration 47Q: 3 clusters Score -1.654144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 134893 members 
Entering Unmasked Estep 
Score: -16541447.000000 Penalty: 5863.983887
	Iteration 48Q: 3 clusters Score -1.654145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 134895 members 
Entering Unmasked Estep 
Score: -16541446.000000 Penalty: 5863.983887
	Iteration 49Q: 3 clusters Score -1.654145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 134895 members 
Entering Unmasked Estep 
Score: -16541446.000000 Penalty: 5863.983887
	Iteration 50F: 3 clusters Score -1.654145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Entering Unmasked Estep 
Score: -1593706.000000 Penalty: 2344.726074
	Iteration 0F: 2 clusters Score -1593706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1584223.500000 Penalty: 4689.452148
	Iteration 0F: 3 clusters Score -1584224 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1587099.000000 Penalty: 4689.452148
	Iteration 1F: 3 clusters Score -1587099 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1587443.875000 Penalty: 4689.452148
	Iteration 2F: 3 clusters Score -1587444 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1587741.625000 Penalty: 4689.452148
	Iteration 3Q: 3 clusters Score -1587742 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1588036.750000 Penalty: 4689.452148
	Iteration 4Q: 3 clusters Score -1588037 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1588355.250000 Penalty: 4689.452148
	Iteration 5Q: 3 clusters Score -1588355 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1588652.625000 Penalty: 4689.452148
	Iteration 6Q: 3 clusters Score -1588653 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1588867.375000 Penalty: 4689.452148
	Iteration 7Q: 3 clusters Score -1588867 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1589062.375000 Penalty: 4689.452148
	Iteration 8Q: 3 clusters Score -1589062 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1589255.625000 Penalty: 4689.452148
	Iteration 9Q: 3 clusters Score -1589256 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1589495.375000 Penalty: 4689.452148
	Iteration 10Q: 3 clusters Score -1589495 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1589788.250000 Penalty: 4689.452148
	Iteration 11Q: 3 clusters Score -1589788 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1590146.000000 Penalty: 4689.452148
	Iteration 12Q: 3 clusters Score -1590146 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1590547.375000 Penalty: 4689.452148
	Iteration 13Q: 3 clusters Score -1590547 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1590939.750000 Penalty: 4689.452148
	Iteration 14Q: 3 clusters Score -1590940 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1591250.875000 Penalty: 4689.452148
	Iteration 15Q: 3 clusters Score -1591251 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1591460.125000 Penalty: 4689.452148
	Iteration 16Q: 3 clusters Score -1591460 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1591614.750000 Penalty: 4689.452148
	Iteration 17Q: 3 clusters Score -1591615 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1591714.750000 Penalty: 4689.452148
	Iteration 18Q: 3 clusters Score -1591715 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1591789.500000 Penalty: 4689.452148
	Iteration 19Q: 3 clusters Score -1591790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1591836.750000 Penalty: 4689.452148
	Iteration 20F: 3 clusters Score -1591837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1591872.000000 Penalty: 4689.452148
	Iteration 21Q: 3 clusters Score -1591872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1591900.375000 Penalty: 4689.452148
	Iteration 22Q: 3 clusters Score -1591900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1591921.500000 Penalty: 4689.452148
	Iteration 23Q: 3 clusters Score -1591922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1591934.500000 Penalty: 4689.452148
	Iteration 24Q: 3 clusters Score -1591934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1591945.875000 Penalty: 4689.452148
	Iteration 25Q: 3 clusters Score -1591946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1591958.125000 Penalty: 4689.452148
	Iteration 26Q: 3 clusters Score -1591958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1591964.500000 Penalty: 4689.452148
	Iteration 27Q: 3 clusters Score -1591964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1591968.125000 Penalty: 4689.452148
	Iteration 28Q: 3 clusters Score -1591968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1591973.750000 Penalty: 4689.452148
	Iteration 29Q: 3 clusters Score -1591974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1591975.375000 Penalty: 4689.452148
	Iteration 30Q: 3 clusters Score -1591975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1591979.875000 Penalty: 4689.452148
	Iteration 31Q: 3 clusters Score -1591980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1591984.875000 Penalty: 4689.452148
	Iteration 32Q: 3 clusters Score -1591985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1591989.875000 Penalty: 4689.452148
	Iteration 33Q: 3 clusters Score -1591990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1592000.375000 Penalty: 4689.452148
	Iteration 34Q: 3 clusters Score -1592000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1592008.000000 Penalty: 4689.452148
	Iteration 35Q: 3 clusters Score -1592008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1592009.125000 Penalty: 4689.452148
	Iteration 36Q: 3 clusters Score -1592009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1592015.875000 Penalty: 4689.452148
	Iteration 37Q: 3 clusters Score -1592016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1592016.250000 Penalty: 4689.452148
	Iteration 38Q: 3 clusters Score -1592016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1592017.875000 Penalty: 4689.452148
	Iteration 39Q: 3 clusters Score -1592018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1592017.875000 Penalty: 4689.452148
	Iteration 40F: 3 clusters Score -1592018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -217285.015625 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -217285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -214759.187500 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -214759.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -215202.156250 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -215202.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -215318.250000 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -215318.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -215399.812500 Penalty: 3730.573730
	Iteration 3Q: 3 clusters Score -215399.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -215448.125000 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -215448.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -215511.453125 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -215511.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -215583.281250 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -215583.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -215644.531250 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -215644.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -215709.640625 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -215709.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -215789.187500 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -215789.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -215853.859375 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -215853.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -215924.203125 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -215924.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -215975.640625 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -215975.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -215997.796875 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -215997.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -216017.593750 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -216017.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -216029.359375 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -216029.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -216037.750000 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -216037.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -216048.546875 Penalty: 3730.573730
	Iteration 17Q: 3 clusters Score -216048.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -216057.781250 Penalty: 3730.573730
	Iteration 18Q: 3 clusters Score -216057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -216061.234375 Penalty: 3730.573730
	Iteration 19Q: 3 clusters Score -216061.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -216066.328125 Penalty: 3730.573730
	Iteration 20F: 3 clusters Score -216066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -216071.750000 Penalty: 3730.573730
	Iteration 21Q: 3 clusters Score -216071.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -216075.734375 Penalty: 3730.573730
	Iteration 22Q: 3 clusters Score -216075.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -216080.859375 Penalty: 3730.573730
	Iteration 23Q: 3 clusters Score -216080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -216080.859375 Penalty: 3730.573730
	Iteration 24F: 3 clusters Score -216080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Entering Unmasked Estep 
Score: -1096340.750000 Penalty: 2264.803223
	Iteration 0F: 2 clusters Score -1096341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1089161.250000 Penalty: 4529.606445
	Iteration 0F: 3 clusters Score -1089161 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1091432.000000 Penalty: 4529.606445
	Iteration 1F: 3 clusters Score -1091432 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1092137.875000 Penalty: 4529.606445
	Iteration 2F: 3 clusters Score -1092138 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1092892.750000 Penalty: 4529.606445
	Iteration 3F: 3 clusters Score -1092893 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1093684.250000 Penalty: 4529.606445
	Iteration 4F: 3 clusters Score -1093684 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1094324.250000 Penalty: 4529.606445
	Iteration 5F: 3 clusters Score -1094324 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1094718.250000 Penalty: 4529.606445
	Iteration 6F: 3 clusters Score -1094718 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1094892.375000 Penalty: 4529.606445
	Iteration 7Q: 3 clusters Score -1094892 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1094980.000000 Penalty: 4529.606445
	Iteration 8Q: 3 clusters Score -1094980 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1095035.000000 Penalty: 4529.606445
	Iteration 9Q: 3 clusters Score -1095035 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1095073.250000 Penalty: 4529.606445
	Iteration 10Q: 3 clusters Score -1095073 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1095094.375000 Penalty: 4529.606445
	Iteration 11Q: 3 clusters Score -1095094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1095111.000000 Penalty: 4529.606445
	Iteration 12Q: 3 clusters Score -1095111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1095118.625000 Penalty: 4529.606445
	Iteration 13Q: 3 clusters Score -1095119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1095123.000000 Penalty: 4529.606445
	Iteration 14Q: 3 clusters Score -1095123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1095126.500000 Penalty: 4529.606445
	Iteration 15Q: 3 clusters Score -1095126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1095131.875000 Penalty: 4529.606445
	Iteration 16Q: 3 clusters Score -1095132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1095135.625000 Penalty: 4529.606445
	Iteration 17Q: 3 clusters Score -1095136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1095137.250000 Penalty: 4529.606445
	Iteration 18Q: 3 clusters Score -1095137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1095141.500000 Penalty: 4529.606445
	Iteration 19Q: 3 clusters Score -1095142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1095143.625000 Penalty: 4529.606445
	Iteration 20F: 3 clusters Score -1095144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1095143.625000 Penalty: 4529.606445
	Iteration 21Q: 3 clusters Score -1095144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1095143.125000 Penalty: 4529.606445
	Iteration 22Q: 3 clusters Score -1095143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1095148.375000 Penalty: 4529.606445
	Iteration 23Q: 3 clusters Score -1095148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1095149.375000 Penalty: 4529.606445
	Iteration 24Q: 3 clusters Score -1095149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1095147.750000 Penalty: 4529.606445
	Iteration 25Q: 3 clusters Score -1095148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1095145.125000 Penalty: 4529.606445
	Iteration 26Q: 3 clusters Score -1095145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1095148.000000 Penalty: 4529.606445
	Iteration 27Q: 3 clusters Score -1095148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1095146.875000 Penalty: 4529.606445
	Iteration 28Q: 3 clusters Score -1095147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1095145.750000 Penalty: 4529.606445
	Iteration 29Q: 3 clusters Score -1095146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1095147.375000 Penalty: 4529.606445
	Iteration 30Q: 3 clusters Score -1095147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1095146.375000 Penalty: 4529.606445
	Iteration 31Q: 3 clusters Score -1095146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1095148.750000 Penalty: 4529.606445
	Iteration 32Q: 3 clusters Score -1095149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1095148.500000 Penalty: 4529.606445
	Iteration 33Q: 3 clusters Score -1095148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1095148.500000 Penalty: 4529.606445
	Iteration 34F: 3 clusters Score -1095148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Entering Unmasked Estep 
Score: -481396.437500 Penalty: 2058.407959
	Iteration 0F: 2 clusters Score -481396.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -477455.250000 Penalty: 4116.815918
	Iteration 0F: 3 clusters Score -477455.2 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -478258.687500 Penalty: 4116.815918
	Iteration 1F: 3 clusters Score -478258.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -478431.843750 Penalty: 4116.815918
	Iteration 2F: 3 clusters Score -478431.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -478530.093750 Penalty: 4116.815918
	Iteration 3Q: 3 clusters Score -478530.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -478598.500000 Penalty: 4116.815918
	Iteration 4Q: 3 clusters Score -478598.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -478649.906250 Penalty: 4116.815918
	Iteration 5Q: 3 clusters Score -478649.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -478691.281250 Penalty: 4116.815918
	Iteration 6Q: 3 clusters Score -478691.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -478730.093750 Penalty: 4116.815918
	Iteration 7Q: 3 clusters Score -478730.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -478758.281250 Penalty: 4116.815918
	Iteration 8Q: 3 clusters Score -478758.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -478789.750000 Penalty: 4116.815918
	Iteration 9Q: 3 clusters Score -478789.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -478828.156250 Penalty: 4116.815918
	Iteration 10Q: 3 clusters Score -478828.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -478861.250000 Penalty: 4116.815918
	Iteration 11Q: 3 clusters Score -478861.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -478894.718750 Penalty: 4116.815918
	Iteration 12Q: 3 clusters Score -478894.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -478931.687500 Penalty: 4116.815918
	Iteration 13Q: 3 clusters Score -478931.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -478979.250000 Penalty: 4116.815918
	Iteration 14Q: 3 clusters Score -478979.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -479036.062500 Penalty: 4116.815918
	Iteration 15Q: 3 clusters Score -479036.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -479105.937500 Penalty: 4116.815918
	Iteration 16Q: 3 clusters Score -479105.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -479162.312500 Penalty: 4116.815918
	Iteration 17Q: 3 clusters Score -479162.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -479218.062500 Penalty: 4116.815918
	Iteration 18Q: 3 clusters Score -479218.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -479272.375000 Penalty: 4116.815918
	Iteration 19Q: 3 clusters Score -479272.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -479317.125000 Penalty: 4116.815918
	Iteration 20F: 3 clusters Score -479317.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -479357.531250 Penalty: 4116.815918
	Iteration 21Q: 3 clusters Score -479357.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -479392.250000 Penalty: 4116.815918
	Iteration 22Q: 3 clusters Score -479392.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -479429.156250 Penalty: 4116.815918
	Iteration 23Q: 3 clusters Score -479429.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -479464.656250 Penalty: 4116.815918
	Iteration 24Q: 3 clusters Score -479464.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -479491.812500 Penalty: 4116.815918
	Iteration 25Q: 3 clusters Score -479491.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -479507.468750 Penalty: 4116.815918
	Iteration 26Q: 3 clusters Score -479507.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -479523.375000 Penalty: 4116.815918
	Iteration 27Q: 3 clusters Score -479523.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -479540.437500 Penalty: 4116.815918
	Iteration 28Q: 3 clusters Score -479540.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -479557.312500 Penalty: 4116.815918
	Iteration 29Q: 3 clusters Score -479557.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -479574.062500 Penalty: 4116.815918
	Iteration 30Q: 3 clusters Score -479574.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -479586.031250 Penalty: 4116.815918
	Iteration 31Q: 3 clusters Score -479586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -479601.593750 Penalty: 4116.815918
	Iteration 32Q: 3 clusters Score -479601.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -479618.187500 Penalty: 4116.815918
	Iteration 33Q: 3 clusters Score -479618.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -479633.875000 Penalty: 4116.815918
	Iteration 34Q: 3 clusters Score -479633.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -479647.000000 Penalty: 4116.815918
	Iteration 35Q: 3 clusters Score -479647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -479657.218750 Penalty: 4116.815918
	Iteration 36Q: 3 clusters Score -479657.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -479665.843750 Penalty: 4116.815918
	Iteration 37Q: 3 clusters Score -479665.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -479672.531250 Penalty: 4116.815918
	Iteration 38Q: 3 clusters Score -479672.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -479680.843750 Penalty: 4116.815918
	Iteration 39Q: 3 clusters Score -479680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -479684.718750 Penalty: 4116.815918
	Iteration 40F: 3 clusters Score -479684.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -479689.375000 Penalty: 4116.815918
	Iteration 41Q: 3 clusters Score -479689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -479689.468750 Penalty: 4116.815918
	Iteration 42Q: 3 clusters Score -479689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -479691.718750 Penalty: 4116.815918
	Iteration 43Q: 3 clusters Score -479691.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -479691.812500 Penalty: 4116.815918
	Iteration 44Q: 3 clusters Score -479691.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -479692.593750 Penalty: 4116.815918
	Iteration 45Q: 3 clusters Score -479692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -479695.031250 Penalty: 4116.815918
	Iteration 46Q: 3 clusters Score -479695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -479695.843750 Penalty: 4116.815918
	Iteration 47Q: 3 clusters Score -479695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -479697.937500 Penalty: 4116.815918
	Iteration 48Q: 3 clusters Score -479697.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -479699.406250 Penalty: 4116.815918
	Iteration 49Q: 3 clusters Score -479699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -479700.156250 Penalty: 4116.815918
	Iteration 50Q: 3 clusters Score -479700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -479700.156250 Penalty: 4116.815918
	Iteration 51F: 3 clusters Score -479700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Entering Unmasked Estep 
Score: -667060.875000 Penalty: 2172.281250
	Iteration 0F: 2 clusters Score -667060.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -661705.687500 Penalty: 4344.562500
	Iteration 0F: 3 clusters Score -661705.7 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -663475.312500 Penalty: 4344.562500
	Iteration 1F: 3 clusters Score -663475.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -664030.312500 Penalty: 4344.562500
	Iteration 2F: 3 clusters Score -664030.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -664559.125000 Penalty: 4344.562500
	Iteration 3F: 3 clusters Score -664559.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -665089.375000 Penalty: 4344.562500
	Iteration 4F: 3 clusters Score -665089.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -665579.250000 Penalty: 4344.562500
	Iteration 5F: 3 clusters Score -665579.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -665924.000000 Penalty: 4344.562500
	Iteration 6F: 3 clusters Score -665924 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -666144.562500 Penalty: 4344.562500
	Iteration 7Q: 3 clusters Score -666144.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -666273.187500 Penalty: 4344.562500
	Iteration 8Q: 3 clusters Score -666273.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -666339.875000 Penalty: 4344.562500
	Iteration 9Q: 3 clusters Score -666339.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -666381.437500 Penalty: 4344.562500
	Iteration 10Q: 3 clusters Score -666381.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -666403.187500 Penalty: 4344.562500
	Iteration 11Q: 3 clusters Score -666403.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -666417.437500 Penalty: 4344.562500
	Iteration 12Q: 3 clusters Score -666417.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -666431.875000 Penalty: 4344.562500
	Iteration 13Q: 3 clusters Score -666431.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -666443.062500 Penalty: 4344.562500
	Iteration 14Q: 3 clusters Score -666443.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -666447.000000 Penalty: 4344.562500
	Iteration 15Q: 3 clusters Score -666447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -666451.750000 Penalty: 4344.562500
	Iteration 16Q: 3 clusters Score -666451.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -666451.812500 Penalty: 4344.562500
	Iteration 17Q: 3 clusters Score -666451.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -666453.937500 Penalty: 4344.562500
	Iteration 18Q: 3 clusters Score -666453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -666456.312500 Penalty: 4344.562500
	Iteration 19Q: 3 clusters Score -666456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -666457.812500 Penalty: 4344.562500
	Iteration 20F: 3 clusters Score -666457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -666456.500000 Penalty: 4344.562500
	Iteration 21Q: 3 clusters Score -666456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -666457.812500 Penalty: 4344.562500
	Iteration 22Q: 3 clusters Score -666457.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -666461.125000 Penalty: 4344.562500
	Iteration 23Q: 3 clusters Score -666461.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -666463.625000 Penalty: 4344.562500
	Iteration 24Q: 3 clusters Score -666463.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -666467.812500 Penalty: 4344.562500
	Iteration 25Q: 3 clusters Score -666467.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -666472.375000 Penalty: 4344.562500
	Iteration 26Q: 3 clusters Score -666472.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -666474.562500 Penalty: 4344.562500
	Iteration 27Q: 3 clusters Score -666474.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -666479.250000 Penalty: 4344.562500
	Iteration 28Q: 3 clusters Score -666479.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -666484.250000 Penalty: 4344.562500
	Iteration 29Q: 3 clusters Score -666484.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -666486.000000 Penalty: 4344.562500
	Iteration 30Q: 3 clusters Score -666486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -666488.750000 Penalty: 4344.562500
	Iteration 31Q: 3 clusters Score -666488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -666489.375000 Penalty: 4344.562500
	Iteration 32Q: 3 clusters Score -666489.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -666488.562500 Penalty: 4344.562500
	Iteration 33Q: 3 clusters Score -666488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -666488.562500 Penalty: 4344.562500
	Iteration 34F: 3 clusters Score -666488.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -118846.335938 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -118846.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116893.734375 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -116893.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117200.656250 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -117200.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117319.515625 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -117319.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117378.257812 Penalty: 3449.973877
	Iteration 3Q: 3 clusters Score -117378.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117427.125000 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -117427.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -117476.421875 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -117476.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -117534.007812 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -117534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117570.335938 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -117570.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -117602.015625 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -117602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117624.281250 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -117624.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117651.015625 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -117651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117667.390625 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -117667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117672.890625 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -117672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117676.234375 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -117676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117678.867188 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -117678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -117681.984375 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -117682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -117681.984375 Penalty: 3449.973877
	Iteration 16F: 3 clusters Score -117682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Entering Unmasked Estep 
Score: -1934922.875000 Penalty: 2403.775391
	Iteration 0F: 2 clusters Score -1934923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1923302.125000 Penalty: 4807.550781
	Iteration 0F: 3 clusters Score -1923302 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1927239.625000 Penalty: 4807.550781
	Iteration 1F: 3 clusters Score -1927240 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1927836.250000 Penalty: 4807.550781
	Iteration 2F: 3 clusters Score -1927836 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1928394.875000 Penalty: 4807.550781
	Iteration 3F: 3 clusters Score -1928395 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1928979.500000 Penalty: 4807.550781
	Iteration 4F: 3 clusters Score -1928980 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1929546.000000 Penalty: 4807.550781
	Iteration 5F: 3 clusters Score -1929546 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1930035.500000 Penalty: 4807.550781
	Iteration 6Q: 3 clusters Score -1930036 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1930513.375000 Penalty: 4807.550781
	Iteration 7Q: 3 clusters Score -1930513 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1930960.625000 Penalty: 4807.550781
	Iteration 8Q: 3 clusters Score -1930961 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1931381.375000 Penalty: 4807.550781
	Iteration 9Q: 3 clusters Score -1931381 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1931762.625000 Penalty: 4807.550781
	Iteration 10Q: 3 clusters Score -1931763 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1932081.750000 Penalty: 4807.550781
	Iteration 11Q: 3 clusters Score -1932082 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1932344.125000 Penalty: 4807.550781
	Iteration 12Q: 3 clusters Score -1932344 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1932515.500000 Penalty: 4807.550781
	Iteration 13Q: 3 clusters Score -1932516 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1932604.000000 Penalty: 4807.550781
	Iteration 14Q: 3 clusters Score -1932604 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1932650.500000 Penalty: 4807.550781
	Iteration 15Q: 3 clusters Score -1932650 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1932676.625000 Penalty: 4807.550781
	Iteration 16Q: 3 clusters Score -1932677 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1932700.500000 Penalty: 4807.550781
	Iteration 17Q: 3 clusters Score -1932700 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1932720.000000 Penalty: 4807.550781
	Iteration 18Q: 3 clusters Score -1932720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1932724.500000 Penalty: 4807.550781
	Iteration 19Q: 3 clusters Score -1932724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1932732.000000 Penalty: 4807.550781
	Iteration 20F: 3 clusters Score -1932732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1932735.750000 Penalty: 4807.550781
	Iteration 21Q: 3 clusters Score -1932736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1932742.625000 Penalty: 4807.550781
	Iteration 22Q: 3 clusters Score -1932743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1932752.750000 Penalty: 4807.550781
	Iteration 23Q: 3 clusters Score -1932753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1932763.000000 Penalty: 4807.550781
	Iteration 24Q: 3 clusters Score -1932763 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1932770.625000 Penalty: 4807.550781
	Iteration 25Q: 3 clusters Score -1932771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1932773.250000 Penalty: 4807.550781
	Iteration 26Q: 3 clusters Score -1932773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1932785.125000 Penalty: 4807.550781
	Iteration 27Q: 3 clusters Score -1932785 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1932793.625000 Penalty: 4807.550781
	Iteration 28Q: 3 clusters Score -1932794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1932805.125000 Penalty: 4807.550781
	Iteration 29Q: 3 clusters Score -1932805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1932803.625000 Penalty: 4807.550781
	Iteration 30Q: 3 clusters Score -1932804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1932816.125000 Penalty: 4807.550781
	Iteration 31Q: 3 clusters Score -1932816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1932823.625000 Penalty: 4807.550781
	Iteration 32Q: 3 clusters Score -1932824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1932829.750000 Penalty: 4807.550781
	Iteration 33Q: 3 clusters Score -1932830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1932833.125000 Penalty: 4807.550781
	Iteration 34Q: 3 clusters Score -1932833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1932844.250000 Penalty: 4807.550781
	Iteration 35Q: 3 clusters Score -1932844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1932850.750000 Penalty: 4807.550781
	Iteration 36Q: 3 clusters Score -1932851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1932854.625000 Penalty: 4807.550781
	Iteration 37Q: 3 clusters Score -1932855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1932854.500000 Penalty: 4807.550781
	Iteration 38Q: 3 clusters Score -1932854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1932855.125000 Penalty: 4807.550781
	Iteration 39Q: 3 clusters Score -1932855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1932857.250000 Penalty: 4807.550781
	Iteration 40F: 3 clusters Score -1932857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1932859.625000 Penalty: 4807.550781
	Iteration 41Q: 3 clusters Score -1932860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1932856.000000 Penalty: 4807.550781
	Iteration 42Q: 3 clusters Score -1932856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1932861.375000 Penalty: 4807.550781
	Iteration 43Q: 3 clusters Score -1932861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1932862.750000 Penalty: 4807.550781
	Iteration 44Q: 3 clusters Score -1932863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1932865.750000 Penalty: 4807.550781
	Iteration 45Q: 3 clusters Score -1932866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1932865.250000 Penalty: 4807.550781
	Iteration 46Q: 3 clusters Score -1932865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1932866.375000 Penalty: 4807.550781
	Iteration 47Q: 3 clusters Score -1932866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1932865.125000 Penalty: 4807.550781
	Iteration 48Q: 3 clusters Score -1932865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1932869.750000 Penalty: 4807.550781
	Iteration 49Q: 3 clusters Score -1932870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1932873.125000 Penalty: 4807.550781
	Iteration 50Q: 3 clusters Score -1932873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1932879.375000 Penalty: 4807.550781
	Iteration 51Q: 3 clusters Score -1932879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1932878.875000 Penalty: 4807.550781
	Iteration 52Q: 3 clusters Score -1932879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1932878.375000 Penalty: 4807.550781
	Iteration 53Q: 3 clusters Score -1932878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1932880.375000 Penalty: 4807.550781
	Iteration 54Q: 3 clusters Score -1932880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1932882.625000 Penalty: 4807.550781
	Iteration 55Q: 3 clusters Score -1932883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1932877.875000 Penalty: 4807.550781
	Iteration 56Q: 3 clusters Score -1932878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1932874.625000 Penalty: 4807.550781
	Iteration 57Q: 3 clusters Score -1932875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1932874.250000 Penalty: 4807.550781
	Iteration 58Q: 3 clusters Score -1932874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1932875.625000 Penalty: 4807.550781
	Iteration 59Q: 3 clusters Score -1932876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1932878.000000 Penalty: 4807.550781
	Iteration 60F: 3 clusters Score -1932878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1932877.500000 Penalty: 4807.550781
	Iteration 61Q: 3 clusters Score -1932878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1932877.000000 Penalty: 4807.550781
	Iteration 62Q: 3 clusters Score -1932877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1932878.375000 Penalty: 4807.550781
	Iteration 63Q: 3 clusters Score -1932878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1932877.625000 Penalty: 4807.550781
	Iteration 64Q: 3 clusters Score -1932878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1932880.875000 Penalty: 4807.550781
	Iteration 65Q: 3 clusters Score -1932881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1932880.250000 Penalty: 4807.550781
	Iteration 66Q: 3 clusters Score -1932880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1932877.500000 Penalty: 4807.550781
	Iteration 67Q: 3 clusters Score -1932878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1932880.625000 Penalty: 4807.550781
	Iteration 68Q: 3 clusters Score -1932881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1932880.375000 Penalty: 4807.550781
	Iteration 69Q: 3 clusters Score -1932880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1932880.000000 Penalty: 4807.550781
	Iteration 70Q: 3 clusters Score -1932880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1932878.500000 Penalty: 4807.550781
	Iteration 71Q: 3 clusters Score -1932878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1932879.625000 Penalty: 4807.550781
	Iteration 72Q: 3 clusters Score -1932880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1932881.625000 Penalty: 4807.550781
	Iteration 73Q: 3 clusters Score -1932882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1932881.250000 Penalty: 4807.550781
	Iteration 74Q: 3 clusters Score -1932881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1932880.500000 Penalty: 4807.550781
	Iteration 75Q: 3 clusters Score -1932880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1932880.250000 Penalty: 4807.550781
	Iteration 76Q: 3 clusters Score -1932880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1932884.375000 Penalty: 4807.550781
	Iteration 77Q: 3 clusters Score -1932884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1932882.750000 Penalty: 4807.550781
	Iteration 78Q: 3 clusters Score -1932883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1932883.250000 Penalty: 4807.550781
	Iteration 79Q: 3 clusters Score -1932883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1932885.750000 Penalty: 4807.550781
	Iteration 80F: 3 clusters Score -1932886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1932883.875000 Penalty: 4807.550781
	Iteration 81Q: 3 clusters Score -1932884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1932882.625000 Penalty: 4807.550781
	Iteration 82Q: 3 clusters Score -1932883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1932881.625000 Penalty: 4807.550781
	Iteration 83Q: 3 clusters Score -1932882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1932883.375000 Penalty: 4807.550781
	Iteration 84Q: 3 clusters Score -1932883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1932883.625000 Penalty: 4807.550781
	Iteration 85Q: 3 clusters Score -1932884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1932881.625000 Penalty: 4807.550781
	Iteration 86Q: 3 clusters Score -1932882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1932882.000000 Penalty: 4807.550781
	Iteration 87Q: 3 clusters Score -1932882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1932881.000000 Penalty: 4807.550781
	Iteration 88Q: 3 clusters Score -1932881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1932887.750000 Penalty: 4807.550781
	Iteration 89Q: 3 clusters Score -1932888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1932883.375000 Penalty: 4807.550781
	Iteration 90Q: 3 clusters Score -1932883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1932890.125000 Penalty: 4807.550781
	Iteration 91Q: 3 clusters Score -1932890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1932891.000000 Penalty: 4807.550781
	Iteration 92Q: 3 clusters Score -1932891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1932893.500000 Penalty: 4807.550781
	Iteration 93Q: 3 clusters Score -1932894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1932892.125000 Penalty: 4807.550781
	Iteration 94Q: 3 clusters Score -1932892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1932892.625000 Penalty: 4807.550781
	Iteration 95Q: 3 clusters Score -1932893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1932890.500000 Penalty: 4807.550781
	Iteration 96Q: 3 clusters Score -1932890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1932889.500000 Penalty: 4807.550781
	Iteration 97Q: 3 clusters Score -1932890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1932889.500000 Penalty: 4807.550781
	Iteration 98F: 3 clusters Score -1932890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -151267.296875 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -151267.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -149357.656250 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -149357.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -149673.984375 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -149674 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -149833.718750 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -149833.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -149937.031250 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -149937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -150003.093750 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -150003.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -150050.687500 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -150050.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -150099.640625 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -150099.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -150132.656250 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -150132.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -150161.156250 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -150161.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -150177.000000 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -150177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -150188.875000 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -150188.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -150206.968750 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -150207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -150242.203125 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -150242.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -150346.875000 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -150346.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -150559.015625 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -150559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -150661.687500 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -150661.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -150733.484375 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -150733.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -150792.031250 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -150792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -150837.171875 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -150837.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -150872.453125 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -150872.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -150935.078125 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -150935.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -151104.578125 Penalty: 3416.731934
	Iteration 21Q: 3 clusters Score -151104.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -151134.906250 Penalty: 3416.731934
	Iteration 22Q: 3 clusters Score -151134.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -151145.296875 Penalty: 3416.731934
	Iteration 23Q: 3 clusters Score -151145.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -151149.765625 Penalty: 3416.731934
	Iteration 24Q: 3 clusters Score -151149.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -151154.750000 Penalty: 3416.731934
	Iteration 25Q: 3 clusters Score -151154.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -151160.875000 Penalty: 3416.731934
	Iteration 26Q: 3 clusters Score -151160.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -151168.093750 Penalty: 3416.731934
	Iteration 27Q: 3 clusters Score -151168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -151170.125000 Penalty: 3416.731934
	Iteration 28Q: 3 clusters Score -151170.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -151170.125000 Penalty: 3416.731934
	Iteration 29F: 3 clusters Score -151170.1 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: -775163.812500 Penalty: 2175.184326
	Iteration 0F: 2 clusters Score -775163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -769741.937500 Penalty: 4350.368652
	Iteration 0F: 3 clusters Score -769741.9 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -771154.000000 Penalty: 4350.368652
	Iteration 1F: 3 clusters Score -771154 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -771400.750000 Penalty: 4350.368652
	Iteration 2F: 3 clusters Score -771400.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -771578.625000 Penalty: 4350.368652
	Iteration 3F: 3 clusters Score -771578.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -771731.375000 Penalty: 4350.368652
	Iteration 4Q: 3 clusters Score -771731.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -771863.437500 Penalty: 4350.368652
	Iteration 5Q: 3 clusters Score -771863.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -771987.687500 Penalty: 4350.368652
	Iteration 6Q: 3 clusters Score -771987.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -772101.812500 Penalty: 4350.368652
	Iteration 7Q: 3 clusters Score -772101.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -772199.875000 Penalty: 4350.368652
	Iteration 8Q: 3 clusters Score -772199.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -772285.937500 Penalty: 4350.368652
	Iteration 9Q: 3 clusters Score -772285.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -772392.125000 Penalty: 4350.368652
	Iteration 10Q: 3 clusters Score -772392.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -772482.125000 Penalty: 4350.368652
	Iteration 11Q: 3 clusters Score -772482.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -772544.000000 Penalty: 4350.368652
	Iteration 12Q: 3 clusters Score -772544 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -772607.500000 Penalty: 4350.368652
	Iteration 13Q: 3 clusters Score -772607.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -772660.062500 Penalty: 4350.368652
	Iteration 14Q: 3 clusters Score -772660.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -772728.125000 Penalty: 4350.368652
	Iteration 15Q: 3 clusters Score -772728.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -772808.187500 Penalty: 4350.368652
	Iteration 16Q: 3 clusters Score -772808.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -772888.437500 Penalty: 4350.368652
	Iteration 17Q: 3 clusters Score -772888.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -772967.312500 Penalty: 4350.368652
	Iteration 18Q: 3 clusters Score -772967.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -773035.625000 Penalty: 4350.368652
	Iteration 19Q: 3 clusters Score -773035.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -773102.437500 Penalty: 4350.368652
	Iteration 20F: 3 clusters Score -773102.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -773156.062500 Penalty: 4350.368652
	Iteration 21Q: 3 clusters Score -773156.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -773195.750000 Penalty: 4350.368652
	Iteration 22Q: 3 clusters Score -773195.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -773227.500000 Penalty: 4350.368652
	Iteration 23Q: 3 clusters Score -773227.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -773260.375000 Penalty: 4350.368652
	Iteration 24Q: 3 clusters Score -773260.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -773283.125000 Penalty: 4350.368652
	Iteration 25Q: 3 clusters Score -773283.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -773308.125000 Penalty: 4350.368652
	Iteration 26Q: 3 clusters Score -773308.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -773332.312500 Penalty: 4350.368652
	Iteration 27Q: 3 clusters Score -773332.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -773349.500000 Penalty: 4350.368652
	Iteration 28Q: 3 clusters Score -773349.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -773363.500000 Penalty: 4350.368652
	Iteration 29Q: 3 clusters Score -773363.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -773373.250000 Penalty: 4350.368652
	Iteration 30Q: 3 clusters Score -773373.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -773380.000000 Penalty: 4350.368652
	Iteration 31Q: 3 clusters Score -773380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -773385.625000 Penalty: 4350.368652
	Iteration 32Q: 3 clusters Score -773385.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -773392.750000 Penalty: 4350.368652
	Iteration 33Q: 3 clusters Score -773392.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -773392.625000 Penalty: 4350.368652
	Iteration 34Q: 3 clusters Score -773392.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -773395.687500 Penalty: 4350.368652
	Iteration 35Q: 3 clusters Score -773395.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -773399.562500 Penalty: 4350.368652
	Iteration 36Q: 3 clusters Score -773399.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -773403.187500 Penalty: 4350.368652
	Iteration 37Q: 3 clusters Score -773403.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -773407.187500 Penalty: 4350.368652
	Iteration 38Q: 3 clusters Score -773407.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -773413.062500 Penalty: 4350.368652
	Iteration 39Q: 3 clusters Score -773413.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -773417.562500 Penalty: 4350.368652
	Iteration 40F: 3 clusters Score -773417.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -773420.312500 Penalty: 4350.368652
	Iteration 41Q: 3 clusters Score -773420.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -773424.500000 Penalty: 4350.368652
	Iteration 42Q: 3 clusters Score -773424.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -773426.437500 Penalty: 4350.368652
	Iteration 43Q: 3 clusters Score -773426.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -773428.875000 Penalty: 4350.368652
	Iteration 44Q: 3 clusters Score -773428.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -773431.312500 Penalty: 4350.368652
	Iteration 45Q: 3 clusters Score -773431.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -773431.625000 Penalty: 4350.368652
	Iteration 46Q: 3 clusters Score -773431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -773433.625000 Penalty: 4350.368652
	Iteration 47Q: 3 clusters Score -773433.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -773435.562500 Penalty: 4350.368652
	Iteration 48Q: 3 clusters Score -773435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -773435.562500 Penalty: 4350.368652
	Iteration 49F: 3 clusters Score -773435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Entering Unmasked Estep 
Score: -2162205.250000 Penalty: 2421.869873
	Iteration 0F: 2 clusters Score -2162205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2149903.750000 Penalty: 4843.739746
	Iteration 0F: 3 clusters Score -2149904 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2153901.500000 Penalty: 4843.739746
	Iteration 1F: 3 clusters Score -2153902 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2154270.750000 Penalty: 4843.739746
	Iteration 2F: 3 clusters Score -2154271 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2154546.000000 Penalty: 4843.739746
	Iteration 3Q: 3 clusters Score -2154546 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2154777.000000 Penalty: 4843.739746
	Iteration 4Q: 3 clusters Score -2154777 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2154988.500000 Penalty: 4843.739746
	Iteration 5Q: 3 clusters Score -2154988 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2155277.250000 Penalty: 4843.739746
	Iteration 6Q: 3 clusters Score -2155277 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2155657.750000 Penalty: 4843.739746
	Iteration 7Q: 3 clusters Score -2155658 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2156276.000000 Penalty: 4843.739746
	Iteration 8F: 3 clusters Score -2156276 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2157176.500000 Penalty: 4843.739746
	Iteration 9F: 3 clusters Score -2157176 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2158103.750000 Penalty: 4843.739746
	Iteration 10F: 3 clusters Score -2158104 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2158944.500000 Penalty: 4843.739746
	Iteration 11F: 3 clusters Score -2158944 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2159530.000000 Penalty: 4843.739746
	Iteration 12Q: 3 clusters Score -2159530 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2159864.750000 Penalty: 4843.739746
	Iteration 13Q: 3 clusters Score -2159865 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2160062.250000 Penalty: 4843.739746
	Iteration 14Q: 3 clusters Score -2160062 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2160157.000000 Penalty: 4843.739746
	Iteration 15Q: 3 clusters Score -2160157 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2160206.250000 Penalty: 4843.739746
	Iteration 16Q: 3 clusters Score -2160206 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2160256.250000 Penalty: 4843.739746
	Iteration 17Q: 3 clusters Score -2160256 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2160287.750000 Penalty: 4843.739746
	Iteration 18Q: 3 clusters Score -2160288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2160314.250000 Penalty: 4843.739746
	Iteration 19Q: 3 clusters Score -2160314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2160333.000000 Penalty: 4843.739746
	Iteration 20F: 3 clusters Score -2160333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2160353.500000 Penalty: 4843.739746
	Iteration 21Q: 3 clusters Score -2160354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2160367.750000 Penalty: 4843.739746
	Iteration 22Q: 3 clusters Score -2160368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2160380.750000 Penalty: 4843.739746
	Iteration 23Q: 3 clusters Score -2160381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2160394.000000 Penalty: 4843.739746
	Iteration 24Q: 3 clusters Score -2160394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2160393.000000 Penalty: 4843.739746
	Iteration 25Q: 3 clusters Score -2160393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2160395.250000 Penalty: 4843.739746
	Iteration 26Q: 3 clusters Score -2160395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2160404.250000 Penalty: 4843.739746
	Iteration 27Q: 3 clusters Score -2160404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2160407.250000 Penalty: 4843.739746
	Iteration 28Q: 3 clusters Score -2160407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2160409.500000 Penalty: 4843.739746
	Iteration 29Q: 3 clusters Score -2160410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2160409.000000 Penalty: 4843.739746
	Iteration 30Q: 3 clusters Score -2160409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2160411.750000 Penalty: 4843.739746
	Iteration 31Q: 3 clusters Score -2160412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2160411.750000 Penalty: 4843.739746
	Iteration 32F: 3 clusters Score -2160412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -264821.906250 Penalty: 1915.443481
	Iteration 0F: 2 clusters Score -264821.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -262015.265625 Penalty: 3830.886963
	Iteration 0F: 3 clusters Score -262015.3 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -262534.093750 Penalty: 3830.886963
	Iteration 1F: 3 clusters Score -262534.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -262717.093750 Penalty: 3830.886963
	Iteration 2F: 3 clusters Score -262717.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -262833.812500 Penalty: 3830.886963
	Iteration 3F: 3 clusters Score -262833.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -262929.781250 Penalty: 3830.886963
	Iteration 4Q: 3 clusters Score -262929.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -263034.000000 Penalty: 3830.886963
	Iteration 5Q: 3 clusters Score -263034 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -263094.531250 Penalty: 3830.886963
	Iteration 6Q: 3 clusters Score -263094.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -263141.312500 Penalty: 3830.886963
	Iteration 7Q: 3 clusters Score -263141.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -263172.625000 Penalty: 3830.886963
	Iteration 8Q: 3 clusters Score -263172.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -263201.593750 Penalty: 3830.886963
	Iteration 9Q: 3 clusters Score -263201.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -263232.156250 Penalty: 3830.886963
	Iteration 10Q: 3 clusters Score -263232.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -263268.593750 Penalty: 3830.886963
	Iteration 11Q: 3 clusters Score -263268.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -263297.093750 Penalty: 3830.886963
	Iteration 12Q: 3 clusters Score -263297.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -263326.750000 Penalty: 3830.886963
	Iteration 13Q: 3 clusters Score -263326.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -263350.906250 Penalty: 3830.886963
	Iteration 14Q: 3 clusters Score -263350.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -263386.250000 Penalty: 3830.886963
	Iteration 15Q: 3 clusters Score -263386.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -263431.187500 Penalty: 3830.886963
	Iteration 16Q: 3 clusters Score -263431.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -263474.562500 Penalty: 3830.886963
	Iteration 17Q: 3 clusters Score -263474.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -263505.906250 Penalty: 3830.886963
	Iteration 18Q: 3 clusters Score -263505.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -263525.343750 Penalty: 3830.886963
	Iteration 19Q: 3 clusters Score -263525.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -263549.562500 Penalty: 3830.886963
	Iteration 20F: 3 clusters Score -263549.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -263569.468750 Penalty: 3830.886963
	Iteration 21Q: 3 clusters Score -263569.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -263590.468750 Penalty: 3830.886963
	Iteration 22Q: 3 clusters Score -263590.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -263615.875000 Penalty: 3830.886963
	Iteration 23Q: 3 clusters Score -263615.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -263638.687500 Penalty: 3830.886963
	Iteration 24Q: 3 clusters Score -263638.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -263660.375000 Penalty: 3830.886963
	Iteration 25Q: 3 clusters Score -263660.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -263673.593750 Penalty: 3830.886963
	Iteration 26Q: 3 clusters Score -263673.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -263681.156250 Penalty: 3830.886963
	Iteration 27Q: 3 clusters Score -263681.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -263687.750000 Penalty: 3830.886963
	Iteration 28Q: 3 clusters Score -263687.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -263695.625000 Penalty: 3830.886963
	Iteration 29Q: 3 clusters Score -263695.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -263700.031250 Penalty: 3830.886963
	Iteration 30Q: 3 clusters Score -263700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -263703.062500 Penalty: 3830.886963
	Iteration 31Q: 3 clusters Score -263703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -263706.906250 Penalty: 3830.886963
	Iteration 32Q: 3 clusters Score -263706.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -263710.218750 Penalty: 3830.886963
	Iteration 33Q: 3 clusters Score -263710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -263713.875000 Penalty: 3830.886963
	Iteration 34Q: 3 clusters Score -263713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -263714.750000 Penalty: 3830.886963
	Iteration 35Q: 3 clusters Score -263714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -263716.312500 Penalty: 3830.886963
	Iteration 36Q: 3 clusters Score -263716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -263720.468750 Penalty: 3830.886963
	Iteration 37Q: 3 clusters Score -263720.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -263726.531250 Penalty: 3830.886963
	Iteration 38Q: 3 clusters Score -263726.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -263732.375000 Penalty: 3830.886963
	Iteration 39Q: 3 clusters Score -263732.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -263735.000000 Penalty: 3830.886963
	Iteration 40F: 3 clusters Score -263735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -263739.125000 Penalty: 3830.886963
	Iteration 41Q: 3 clusters Score -263739.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -263741.687500 Penalty: 3830.886963
	Iteration 42Q: 3 clusters Score -263741.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -263745.156250 Penalty: 3830.886963
	Iteration 43Q: 3 clusters Score -263745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -263748.656250 Penalty: 3830.886963
	Iteration 44Q: 3 clusters Score -263748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -263749.468750 Penalty: 3830.886963
	Iteration 45Q: 3 clusters Score -263749.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -263750.218750 Penalty: 3830.886963
	Iteration 46Q: 3 clusters Score -263750.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -263750.218750 Penalty: 3830.886963
	Iteration 47F: 3 clusters Score -263750.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (94238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94238 members 
Entering Unmasked Estep 
Score: -11453560.000000 Penalty: 2840.487549
	Iteration 0F: 2 clusters Score -1.145356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -11390383.000000 Penalty: 5680.975098
	Iteration 0F: 3 clusters Score -1.139038e+07 nChanged 44617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -11415898.000000 Penalty: 5680.975098
	Iteration 1F: 3 clusters Score -1.14159e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -11416999.000000 Penalty: 5680.975098
	Iteration 2Q: 3 clusters Score -1.1417e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -11418516.000000 Penalty: 5680.975098
	Iteration 3Q: 3 clusters Score -1.141852e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -11420973.000000 Penalty: 5680.975098
	Iteration 4F: 3 clusters Score -1.142097e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -11424727.000000 Penalty: 5680.975098
	Iteration 5F: 3 clusters Score -1.142473e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -11430247.000000 Penalty: 5680.975098
	Iteration 6F: 3 clusters Score -1.143025e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -11437448.000000 Penalty: 5680.975098
	Iteration 7F: 3 clusters Score -1.143745e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 87344 members 
Entering Unmasked Estep 
Score: -11444175.000000 Penalty: 5680.975098
	Iteration 8F: 3 clusters Score -1.144418e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
Score: -11448532.000000 Penalty: 5680.975098
	Iteration 9Q: 3 clusters Score -1.144853e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -11450055.000000 Penalty: 5680.975098
	Iteration 10Q: 3 clusters Score -1.145006e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -11450643.000000 Penalty: 5680.975098
	Iteration 11Q: 3 clusters Score -1.145064e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -11450852.000000 Penalty: 5680.975098
	Iteration 12Q: 3 clusters Score -1.145085e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -11450946.000000 Penalty: 5680.975098
	Iteration 13Q: 3 clusters Score -1.145095e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 94022 members 
Entering Unmasked Estep 
Score: -11450975.000000 Penalty: 5680.975098
	Iteration 14Q: 3 clusters Score -1.145098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
Score: -11451003.000000 Penalty: 5680.975098
	Iteration 15Q: 3 clusters Score -1.1451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 94034 members 
Entering Unmasked Estep 
Score: -11451019.000000 Penalty: 5680.975098
	Iteration 16Q: 3 clusters Score -1.145102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 94039 members 
Entering Unmasked Estep 
Score: -11451031.000000 Penalty: 5680.975098
	Iteration 17Q: 3 clusters Score -1.145103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 94039 members 
Entering Unmasked Estep 
Score: -11451035.000000 Penalty: 5680.975098
	Iteration 18Q: 3 clusters Score -1.145104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 94039 members 
Entering Unmasked Estep 
Score: -11451035.000000 Penalty: 5680.975098
	Iteration 19F: 3 clusters Score -1.145104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -545410.750000 Penalty: 2092.929443
	Iteration 0F: 2 clusters Score -545410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -541090.250000 Penalty: 4185.858887
	Iteration 0F: 3 clusters Score -541090.2 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -542253.437500 Penalty: 4185.858887
	Iteration 1F: 3 clusters Score -542253.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -542677.375000 Penalty: 4185.858887
	Iteration 2F: 3 clusters Score -542677.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -543097.562500 Penalty: 4185.858887
	Iteration 3F: 3 clusters Score -543097.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -543499.000000 Penalty: 4185.858887
	Iteration 4F: 3 clusters Score -543499 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -543827.062500 Penalty: 4185.858887
	Iteration 5F: 3 clusters Score -543827.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -544062.625000 Penalty: 4185.858887
	Iteration 6Q: 3 clusters Score -544062.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -544227.000000 Penalty: 4185.858887
	Iteration 7Q: 3 clusters Score -544227 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -544331.562500 Penalty: 4185.858887
	Iteration 8Q: 3 clusters Score -544331.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -544380.000000 Penalty: 4185.858887
	Iteration 9Q: 3 clusters Score -544380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -544400.375000 Penalty: 4185.858887
	Iteration 10Q: 3 clusters Score -544400.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -544416.437500 Penalty: 4185.858887
	Iteration 11Q: 3 clusters Score -544416.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -544430.125000 Penalty: 4185.858887
	Iteration 12Q: 3 clusters Score -544430.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -544434.125000 Penalty: 4185.858887
	Iteration 13Q: 3 clusters Score -544434.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -544438.437500 Penalty: 4185.858887
	Iteration 14Q: 3 clusters Score -544438.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -544445.937500 Penalty: 4185.858887
	Iteration 15Q: 3 clusters Score -544445.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -544458.125000 Penalty: 4185.858887
	Iteration 16Q: 3 clusters Score -544458.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -544463.937500 Penalty: 4185.858887
	Iteration 17Q: 3 clusters Score -544463.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -544468.312500 Penalty: 4185.858887
	Iteration 18Q: 3 clusters Score -544468.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -544473.187500 Penalty: 4185.858887
	Iteration 19Q: 3 clusters Score -544473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -544476.562500 Penalty: 4185.858887
	Iteration 20F: 3 clusters Score -544476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -544478.812500 Penalty: 4185.858887
	Iteration 21Q: 3 clusters Score -544478.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -544480.562500 Penalty: 4185.858887
	Iteration 22Q: 3 clusters Score -544480.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -544484.125000 Penalty: 4185.858887
	Iteration 23Q: 3 clusters Score -544484.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -544486.125000 Penalty: 4185.858887
	Iteration 24Q: 3 clusters Score -544486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -544486.812500 Penalty: 4185.858887
	Iteration 25Q: 3 clusters Score -544486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -544486.812500 Penalty: 4185.858887
	Iteration 26Q: 3 clusters Score -544486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -544488.125000 Penalty: 4185.858887
	Iteration 27Q: 3 clusters Score -544488.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -544489.250000 Penalty: 4185.858887
	Iteration 28Q: 3 clusters Score -544489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -544491.750000 Penalty: 4185.858887
	Iteration 29Q: 3 clusters Score -544491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -544492.937500 Penalty: 4185.858887
	Iteration 30Q: 3 clusters Score -544492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -544494.000000 Penalty: 4185.858887
	Iteration 31Q: 3 clusters Score -544494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -544494.687500 Penalty: 4185.858887
	Iteration 32Q: 3 clusters Score -544494.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -544495.000000 Penalty: 4185.858887
	Iteration 33Q: 3 clusters Score -544495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -544496.125000 Penalty: 4185.858887
	Iteration 34Q: 3 clusters Score -544496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -544496.125000 Penalty: 4185.858887
	Iteration 35F: 3 clusters Score -544496.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (41963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Entering Unmasked Estep 
Score: -5075861.500000 Penalty: 2639.846924
	Iteration 0F: 2 clusters Score -5075862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -5047517.500000 Penalty: 5279.693848
	Iteration 0F: 3 clusters Score -5047518 nChanged 19160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -5058713.500000 Penalty: 5279.693848
	Iteration 1F: 3 clusters Score -5058714 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -5059801.500000 Penalty: 5279.693848
	Iteration 2F: 3 clusters Score -5059802 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -5061199.500000 Penalty: 5279.693848
	Iteration 3F: 3 clusters Score -5061200 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -5062899.500000 Penalty: 5279.693848
	Iteration 4F: 3 clusters Score -5062900 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -5064754.000000 Penalty: 5279.693848
	Iteration 5F: 3 clusters Score -5064754 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -5066791.000000 Penalty: 5279.693848
	Iteration 6F: 3 clusters Score -5066791 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -5068608.000000 Penalty: 5279.693848
	Iteration 7F: 3 clusters Score -5068608 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -5069981.500000 Penalty: 5279.693848
	Iteration 8Q: 3 clusters Score -5069982 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -5070910.000000 Penalty: 5279.693848
	Iteration 9Q: 3 clusters Score -5070910 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -5071620.000000 Penalty: 5279.693848
	Iteration 10Q: 3 clusters Score -5071620 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -5072134.500000 Penalty: 5279.693848
	Iteration 11Q: 3 clusters Score -5072134 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -5072542.000000 Penalty: 5279.693848
	Iteration 12Q: 3 clusters Score -5072542 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -5072872.000000 Penalty: 5279.693848
	Iteration 13Q: 3 clusters Score -5072872 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -5073120.500000 Penalty: 5279.693848
	Iteration 14Q: 3 clusters Score -5073120 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -5073299.500000 Penalty: 5279.693848
	Iteration 15Q: 3 clusters Score -5073300 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -5073400.000000 Penalty: 5279.693848
	Iteration 16Q: 3 clusters Score -5073400 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -5073453.500000 Penalty: 5279.693848
	Iteration 17Q: 3 clusters Score -5073454 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -5073515.000000 Penalty: 5279.693848
	Iteration 18Q: 3 clusters Score -5073515 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -5073565.000000 Penalty: 5279.693848
	Iteration 19Q: 3 clusters Score -5073565 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -5073589.000000 Penalty: 5279.693848
	Iteration 20F: 3 clusters Score -5073589 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -5073641.000000 Penalty: 5279.693848
	Iteration 21Q: 3 clusters Score -5073641 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -5073680.000000 Penalty: 5279.693848
	Iteration 22Q: 3 clusters Score -5073680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -5073708.000000 Penalty: 5279.693848
	Iteration 23Q: 3 clusters Score -5073708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -5073722.500000 Penalty: 5279.693848
	Iteration 24Q: 3 clusters Score -5073722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -5073734.500000 Penalty: 5279.693848
	Iteration 25Q: 3 clusters Score -5073734 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -5073743.000000 Penalty: 5279.693848
	Iteration 26Q: 3 clusters Score -5073743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -5073747.000000 Penalty: 5279.693848
	Iteration 27Q: 3 clusters Score -5073747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -5073761.000000 Penalty: 5279.693848
	Iteration 28Q: 3 clusters Score -5073761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -5073769.500000 Penalty: 5279.693848
	Iteration 29Q: 3 clusters Score -5073770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -5073780.000000 Penalty: 5279.693848
	Iteration 30Q: 3 clusters Score -5073780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -5073788.000000 Penalty: 5279.693848
	Iteration 31Q: 3 clusters Score -5073788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -5073794.500000 Penalty: 5279.693848
	Iteration 32Q: 3 clusters Score -5073794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -5073813.500000 Penalty: 5279.693848
	Iteration 33Q: 3 clusters Score -5073814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -5073830.500000 Penalty: 5279.693848
	Iteration 34Q: 3 clusters Score -5073830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -5073837.000000 Penalty: 5279.693848
	Iteration 35Q: 3 clusters Score -5073837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -5073863.000000 Penalty: 5279.693848
	Iteration 36Q: 3 clusters Score -5073863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -5073867.000000 Penalty: 5279.693848
	Iteration 37Q: 3 clusters Score -5073867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -5073866.000000 Penalty: 5279.693848
	Iteration 38Q: 3 clusters Score -5073866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -5073878.000000 Penalty: 5279.693848
	Iteration 39Q: 3 clusters Score -5073878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -5073884.500000 Penalty: 5279.693848
	Iteration 40F: 3 clusters Score -5073884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -5073887.500000 Penalty: 5279.693848
	Iteration 41Q: 3 clusters Score -5073888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -5073900.500000 Penalty: 5279.693848
	Iteration 42Q: 3 clusters Score -5073900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -5073893.000000 Penalty: 5279.693848
	Iteration 43Q: 3 clusters Score -5073893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -5073887.000000 Penalty: 5279.693848
	Iteration 44Q: 3 clusters Score -5073887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -5073892.500000 Penalty: 5279.693848
	Iteration 45Q: 3 clusters Score -5073892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -5073891.000000 Penalty: 5279.693848
	Iteration 46Q: 3 clusters Score -5073891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -5073897.000000 Penalty: 5279.693848
	Iteration 47Q: 3 clusters Score -5073897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -5073897.500000 Penalty: 5279.693848
	Iteration 48Q: 3 clusters Score -5073898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5073898.500000 Penalty: 5279.693848
	Iteration 49Q: 3 clusters Score -5073898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -5073895.500000 Penalty: 5279.693848
	Iteration 50Q: 3 clusters Score -5073896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -5073906.000000 Penalty: 5279.693848
	Iteration 51Q: 3 clusters Score -5073906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -5073916.000000 Penalty: 5279.693848
	Iteration 52Q: 3 clusters Score -5073916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5073912.000000 Penalty: 5279.693848
	Iteration 53Q: 3 clusters Score -5073912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -5073912.000000 Penalty: 5279.693848
	Iteration 54Q: 3 clusters Score -5073912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5073912.500000 Penalty: 5279.693848
	Iteration 55Q: 3 clusters Score -5073912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -5073920.000000 Penalty: 5279.693848
	Iteration 56Q: 3 clusters Score -5073920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -5073926.000000 Penalty: 5279.693848
	Iteration 57Q: 3 clusters Score -5073926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -5073929.000000 Penalty: 5279.693848
	Iteration 58Q: 3 clusters Score -5073929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -5073933.500000 Penalty: 5279.693848
	Iteration 59Q: 3 clusters Score -5073934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -5073938.000000 Penalty: 5279.693848
	Iteration 60F: 3 clusters Score -5073938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -5073934.000000 Penalty: 5279.693848
	Iteration 61Q: 3 clusters Score -5073934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -5073931.000000 Penalty: 5279.693848
	Iteration 62Q: 3 clusters Score -5073931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -5073932.500000 Penalty: 5279.693848
	Iteration 63Q: 3 clusters Score -5073932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -5073932.500000 Penalty: 5279.693848
	Iteration 64F: 3 clusters Score -5073932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Entering Unmasked Estep 
Score: -510933.718750 Penalty: 2109.520752
	Iteration 0F: 2 clusters Score -510933.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -506544.531250 Penalty: 4219.041504
	Iteration 0F: 3 clusters Score -506544.5 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -507718.562500 Penalty: 4219.041504
	Iteration 1F: 3 clusters Score -507718.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -508113.937500 Penalty: 4219.041504
	Iteration 2F: 3 clusters Score -508113.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -508446.156250 Penalty: 4219.041504
	Iteration 3F: 3 clusters Score -508446.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -508706.000000 Penalty: 4219.041504
	Iteration 4F: 3 clusters Score -508706 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -508903.968750 Penalty: 4219.041504
	Iteration 5Q: 3 clusters Score -508904 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -509053.968750 Penalty: 4219.041504
	Iteration 6Q: 3 clusters Score -509054 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -509150.843750 Penalty: 4219.041504
	Iteration 7Q: 3 clusters Score -509150.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -509241.093750 Penalty: 4219.041504
	Iteration 8Q: 3 clusters Score -509241.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -509357.562500 Penalty: 4219.041504
	Iteration 9Q: 3 clusters Score -509357.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -509473.437500 Penalty: 4219.041504
	Iteration 10Q: 3 clusters Score -509473.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -509587.906250 Penalty: 4219.041504
	Iteration 11Q: 3 clusters Score -509587.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -509693.562500 Penalty: 4219.041504
	Iteration 12Q: 3 clusters Score -509693.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -509780.468750 Penalty: 4219.041504
	Iteration 13Q: 3 clusters Score -509780.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -509861.218750 Penalty: 4219.041504
	Iteration 14Q: 3 clusters Score -509861.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -509931.375000 Penalty: 4219.041504
	Iteration 15Q: 3 clusters Score -509931.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -509993.000000 Penalty: 4219.041504
	Iteration 16Q: 3 clusters Score -509993 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -510044.843750 Penalty: 4219.041504
	Iteration 17Q: 3 clusters Score -510044.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -510092.468750 Penalty: 4219.041504
	Iteration 18Q: 3 clusters Score -510092.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -510127.968750 Penalty: 4219.041504
	Iteration 19Q: 3 clusters Score -510128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -510160.812500 Penalty: 4219.041504
	Iteration 20F: 3 clusters Score -510160.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -510197.687500 Penalty: 4219.041504
	Iteration 21Q: 3 clusters Score -510197.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -510226.093750 Penalty: 4219.041504
	Iteration 22Q: 3 clusters Score -510226.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -510258.531250 Penalty: 4219.041504
	Iteration 23Q: 3 clusters Score -510258.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -510304.906250 Penalty: 4219.041504
	Iteration 24Q: 3 clusters Score -510304.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -510367.281250 Penalty: 4219.041504
	Iteration 25Q: 3 clusters Score -510367.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -510423.718750 Penalty: 4219.041504
	Iteration 26Q: 3 clusters Score -510423.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -510472.218750 Penalty: 4219.041504
	Iteration 27Q: 3 clusters Score -510472.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -510512.531250 Penalty: 4219.041504
	Iteration 28Q: 3 clusters Score -510512.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -510539.375000 Penalty: 4219.041504
	Iteration 29Q: 3 clusters Score -510539.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -510563.531250 Penalty: 4219.041504
	Iteration 30Q: 3 clusters Score -510563.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -510578.156250 Penalty: 4219.041504
	Iteration 31Q: 3 clusters Score -510578.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -510588.937500 Penalty: 4219.041504
	Iteration 32Q: 3 clusters Score -510588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -510595.718750 Penalty: 4219.041504
	Iteration 33Q: 3 clusters Score -510595.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -510601.093750 Penalty: 4219.041504
	Iteration 34Q: 3 clusters Score -510601.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -510602.875000 Penalty: 4219.041504
	Iteration 35Q: 3 clusters Score -510602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -510602.343750 Penalty: 4219.041504
	Iteration 36Q: 3 clusters Score -510602.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -510602.343750 Penalty: 4219.041504
	Iteration 37F: 3 clusters Score -510602.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Entering Unmasked Estep 
Score: -1953117.625000 Penalty: 2405.134521
	Iteration 0F: 2 clusters Score -1953118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1941349.625000 Penalty: 4810.269043
	Iteration 0F: 3 clusters Score -1941350 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1945208.625000 Penalty: 4810.269043
	Iteration 1F: 3 clusters Score -1945209 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1945588.375000 Penalty: 4810.269043
	Iteration 2F: 3 clusters Score -1945588 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1945942.375000 Penalty: 4810.269043
	Iteration 3F: 3 clusters Score -1945942 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1946301.250000 Penalty: 4810.269043
	Iteration 4Q: 3 clusters Score -1946301 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1946638.250000 Penalty: 4810.269043
	Iteration 5Q: 3 clusters Score -1946638 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1947010.625000 Penalty: 4810.269043
	Iteration 6Q: 3 clusters Score -1947011 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1947460.125000 Penalty: 4810.269043
	Iteration 7Q: 3 clusters Score -1947460 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1947924.500000 Penalty: 4810.269043
	Iteration 8F: 3 clusters Score -1947924 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1948256.000000 Penalty: 4810.269043
	Iteration 9Q: 3 clusters Score -1948256 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1948540.625000 Penalty: 4810.269043
	Iteration 10Q: 3 clusters Score -1948541 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1948750.500000 Penalty: 4810.269043
	Iteration 11Q: 3 clusters Score -1948750 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1948906.500000 Penalty: 4810.269043
	Iteration 12Q: 3 clusters Score -1948906 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1948998.250000 Penalty: 4810.269043
	Iteration 13Q: 3 clusters Score -1948998 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1949065.875000 Penalty: 4810.269043
	Iteration 14Q: 3 clusters Score -1949066 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1949135.250000 Penalty: 4810.269043
	Iteration 15Q: 3 clusters Score -1949135 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1949190.125000 Penalty: 4810.269043
	Iteration 16Q: 3 clusters Score -1949190 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1949241.000000 Penalty: 4810.269043
	Iteration 17Q: 3 clusters Score -1949241 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1949296.500000 Penalty: 4810.269043
	Iteration 18Q: 3 clusters Score -1949296 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1949347.750000 Penalty: 4810.269043
	Iteration 19Q: 3 clusters Score -1949348 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1949414.500000 Penalty: 4810.269043
	Iteration 20F: 3 clusters Score -1949414 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1949486.500000 Penalty: 4810.269043
	Iteration 21Q: 3 clusters Score -1949486 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1949550.125000 Penalty: 4810.269043
	Iteration 22Q: 3 clusters Score -1949550 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1949619.000000 Penalty: 4810.269043
	Iteration 23Q: 3 clusters Score -1949619 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1949703.000000 Penalty: 4810.269043
	Iteration 24Q: 3 clusters Score -1949703 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1949786.500000 Penalty: 4810.269043
	Iteration 25Q: 3 clusters Score -1949786 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1949884.375000 Penalty: 4810.269043
	Iteration 26Q: 3 clusters Score -1949884 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1949984.750000 Penalty: 4810.269043
	Iteration 27Q: 3 clusters Score -1949985 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1950080.500000 Penalty: 4810.269043
	Iteration 28Q: 3 clusters Score -1950080 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1950175.375000 Penalty: 4810.269043
	Iteration 29Q: 3 clusters Score -1950175 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1950271.500000 Penalty: 4810.269043
	Iteration 30Q: 3 clusters Score -1950272 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1950361.625000 Penalty: 4810.269043
	Iteration 31Q: 3 clusters Score -1950362 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1950457.625000 Penalty: 4810.269043
	Iteration 32Q: 3 clusters Score -1950458 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1950548.625000 Penalty: 4810.269043
	Iteration 33Q: 3 clusters Score -1950549 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1950645.750000 Penalty: 4810.269043
	Iteration 34Q: 3 clusters Score -1950646 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1950740.375000 Penalty: 4810.269043
	Iteration 35Q: 3 clusters Score -1950740 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1950812.750000 Penalty: 4810.269043
	Iteration 36Q: 3 clusters Score -1950813 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1950877.125000 Penalty: 4810.269043
	Iteration 37Q: 3 clusters Score -1950877 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1950946.500000 Penalty: 4810.269043
	Iteration 38Q: 3 clusters Score -1950946 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1951011.500000 Penalty: 4810.269043
	Iteration 39Q: 3 clusters Score -1951012 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1951066.750000 Penalty: 4810.269043
	Iteration 40F: 3 clusters Score -1951067 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1951110.375000 Penalty: 4810.269043
	Iteration 41Q: 3 clusters Score -1951110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1951152.500000 Penalty: 4810.269043
	Iteration 42Q: 3 clusters Score -1951152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1951193.625000 Penalty: 4810.269043
	Iteration 43Q: 3 clusters Score -1951194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1951236.250000 Penalty: 4810.269043
	Iteration 44Q: 3 clusters Score -1951236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1951286.125000 Penalty: 4810.269043
	Iteration 45Q: 3 clusters Score -1951286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1951325.750000 Penalty: 4810.269043
	Iteration 46Q: 3 clusters Score -1951326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1951376.500000 Penalty: 4810.269043
	Iteration 47Q: 3 clusters Score -1951376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1951417.750000 Penalty: 4810.269043
	Iteration 48Q: 3 clusters Score -1951418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1951456.875000 Penalty: 4810.269043
	Iteration 49Q: 3 clusters Score -1951457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1951497.375000 Penalty: 4810.269043
	Iteration 50Q: 3 clusters Score -1951497 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1951548.375000 Penalty: 4810.269043
	Iteration 51Q: 3 clusters Score -1951548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1951607.125000 Penalty: 4810.269043
	Iteration 52Q: 3 clusters Score -1951607 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1951669.000000 Penalty: 4810.269043
	Iteration 53Q: 3 clusters Score -1951669 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1951721.375000 Penalty: 4810.269043
	Iteration 54Q: 3 clusters Score -1951721 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1951756.750000 Penalty: 4810.269043
	Iteration 55Q: 3 clusters Score -1951757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1951785.500000 Penalty: 4810.269043
	Iteration 56Q: 3 clusters Score -1951786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1951801.500000 Penalty: 4810.269043
	Iteration 57Q: 3 clusters Score -1951802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1951824.375000 Penalty: 4810.269043
	Iteration 58Q: 3 clusters Score -1951824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1951833.375000 Penalty: 4810.269043
	Iteration 59Q: 3 clusters Score -1951833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1951845.875000 Penalty: 4810.269043
	Iteration 60F: 3 clusters Score -1951846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1951856.500000 Penalty: 4810.269043
	Iteration 61Q: 3 clusters Score -1951856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1951856.250000 Penalty: 4810.269043
	Iteration 62Q: 3 clusters Score -1951856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1951860.250000 Penalty: 4810.269043
	Iteration 63Q: 3 clusters Score -1951860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1951862.250000 Penalty: 4810.269043
	Iteration 64Q: 3 clusters Score -1951862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1951861.375000 Penalty: 4810.269043
	Iteration 65Q: 3 clusters Score -1951861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1951863.500000 Penalty: 4810.269043
	Iteration 66Q: 3 clusters Score -1951864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1951869.750000 Penalty: 4810.269043
	Iteration 67Q: 3 clusters Score -1951870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1951869.000000 Penalty: 4810.269043
	Iteration 68Q: 3 clusters Score -1951869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1951867.625000 Penalty: 4810.269043
	Iteration 69Q: 3 clusters Score -1951868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1951867.625000 Penalty: 4810.269043
	Iteration 70Q: 3 clusters Score -1951868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1951869.875000 Penalty: 4810.269043
	Iteration 71Q: 3 clusters Score -1951870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1951869.875000 Penalty: 4810.269043
	Iteration 72F: 3 clusters Score -1951870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Entering Unmasked Estep 
Score: -1835559.125000 Penalty: 2393.538574
	Iteration 0F: 2 clusters Score -1835559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1824354.375000 Penalty: 4787.077148
	Iteration 0F: 3 clusters Score -1824354 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1828060.500000 Penalty: 4787.077148
	Iteration 1F: 3 clusters Score -1828060 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1828554.125000 Penalty: 4787.077148
	Iteration 2F: 3 clusters Score -1828554 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1829033.625000 Penalty: 4787.077148
	Iteration 3F: 3 clusters Score -1829034 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1829530.875000 Penalty: 4787.077148
	Iteration 4F: 3 clusters Score -1829531 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1830122.125000 Penalty: 4787.077148
	Iteration 5F: 3 clusters Score -1830122 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1830827.625000 Penalty: 4787.077148
	Iteration 6F: 3 clusters Score -1830828 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1831532.750000 Penalty: 4787.077148
	Iteration 7F: 3 clusters Score -1831533 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1832094.750000 Penalty: 4787.077148
	Iteration 8F: 3 clusters Score -1832095 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1832494.625000 Penalty: 4787.077148
	Iteration 9Q: 3 clusters Score -1832495 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1832779.625000 Penalty: 4787.077148
	Iteration 10Q: 3 clusters Score -1832780 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1832982.500000 Penalty: 4787.077148
	Iteration 11Q: 3 clusters Score -1832982 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1833130.750000 Penalty: 4787.077148
	Iteration 12Q: 3 clusters Score -1833131 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1833225.625000 Penalty: 4787.077148
	Iteration 13Q: 3 clusters Score -1833226 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1833303.000000 Penalty: 4787.077148
	Iteration 14Q: 3 clusters Score -1833303 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1833353.625000 Penalty: 4787.077148
	Iteration 15Q: 3 clusters Score -1833354 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1833400.250000 Penalty: 4787.077148
	Iteration 16Q: 3 clusters Score -1833400 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1833438.250000 Penalty: 4787.077148
	Iteration 17Q: 3 clusters Score -1833438 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1833485.750000 Penalty: 4787.077148
	Iteration 18Q: 3 clusters Score -1833486 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1833526.750000 Penalty: 4787.077148
	Iteration 19Q: 3 clusters Score -1833527 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1833556.000000 Penalty: 4787.077148
	Iteration 20F: 3 clusters Score -1833556 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1833588.500000 Penalty: 4787.077148
	Iteration 21Q: 3 clusters Score -1833588 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1833628.625000 Penalty: 4787.077148
	Iteration 22Q: 3 clusters Score -1833629 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1833670.375000 Penalty: 4787.077148
	Iteration 23Q: 3 clusters Score -1833670 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1833707.375000 Penalty: 4787.077148
	Iteration 24Q: 3 clusters Score -1833707 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1833731.875000 Penalty: 4787.077148
	Iteration 25Q: 3 clusters Score -1833732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1833750.125000 Penalty: 4787.077148
	Iteration 26Q: 3 clusters Score -1833750 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1833766.625000 Penalty: 4787.077148
	Iteration 27Q: 3 clusters Score -1833767 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1833792.625000 Penalty: 4787.077148
	Iteration 28Q: 3 clusters Score -1833793 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1833806.500000 Penalty: 4787.077148
	Iteration 29Q: 3 clusters Score -1833806 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1833818.000000 Penalty: 4787.077148
	Iteration 30Q: 3 clusters Score -1833818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1833834.000000 Penalty: 4787.077148
	Iteration 31Q: 3 clusters Score -1833834 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1833844.000000 Penalty: 4787.077148
	Iteration 32Q: 3 clusters Score -1833844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1833858.000000 Penalty: 4787.077148
	Iteration 33Q: 3 clusters Score -1833858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1833866.625000 Penalty: 4787.077148
	Iteration 34Q: 3 clusters Score -1833867 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1833877.500000 Penalty: 4787.077148
	Iteration 35Q: 3 clusters Score -1833878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1833882.875000 Penalty: 4787.077148
	Iteration 36Q: 3 clusters Score -1833883 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1833896.875000 Penalty: 4787.077148
	Iteration 37Q: 3 clusters Score -1833897 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1833902.750000 Penalty: 4787.077148
	Iteration 38Q: 3 clusters Score -1833903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1833910.250000 Penalty: 4787.077148
	Iteration 39Q: 3 clusters Score -1833910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1833912.125000 Penalty: 4787.077148
	Iteration 40F: 3 clusters Score -1833912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1833923.875000 Penalty: 4787.077148
	Iteration 41Q: 3 clusters Score -1833924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1833930.875000 Penalty: 4787.077148
	Iteration 42Q: 3 clusters Score -1833931 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1833944.625000 Penalty: 4787.077148
	Iteration 43Q: 3 clusters Score -1833945 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1833948.875000 Penalty: 4787.077148
	Iteration 44Q: 3 clusters Score -1833949 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1833957.750000 Penalty: 4787.077148
	Iteration 45Q: 3 clusters Score -1833958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1833968.875000 Penalty: 4787.077148
	Iteration 46Q: 3 clusters Score -1833969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1833969.375000 Penalty: 4787.077148
	Iteration 47Q: 3 clusters Score -1833969 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1833970.625000 Penalty: 4787.077148
	Iteration 48Q: 3 clusters Score -1833971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1833979.250000 Penalty: 4787.077148
	Iteration 49Q: 3 clusters Score -1833979 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1833986.750000 Penalty: 4787.077148
	Iteration 50Q: 3 clusters Score -1833987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1833987.125000 Penalty: 4787.077148
	Iteration 51Q: 3 clusters Score -1833987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1833996.125000 Penalty: 4787.077148
	Iteration 52Q: 3 clusters Score -1833996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1834000.000000 Penalty: 4787.077148
	Iteration 53Q: 3 clusters Score -1834000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1834003.875000 Penalty: 4787.077148
	Iteration 54Q: 3 clusters Score -1834004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1834008.000000 Penalty: 4787.077148
	Iteration 55Q: 3 clusters Score -1834008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1834014.500000 Penalty: 4787.077148
	Iteration 56Q: 3 clusters Score -1834014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1834016.500000 Penalty: 4787.077148
	Iteration 57Q: 3 clusters Score -1834016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1834024.500000 Penalty: 4787.077148
	Iteration 58Q: 3 clusters Score -1834024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1834028.375000 Penalty: 4787.077148
	Iteration 59Q: 3 clusters Score -1834028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1834035.125000 Penalty: 4787.077148
	Iteration 60F: 3 clusters Score -1834035 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1834043.000000 Penalty: 4787.077148
	Iteration 61Q: 3 clusters Score -1834043 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1834052.625000 Penalty: 4787.077148
	Iteration 62Q: 3 clusters Score -1834053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1834060.625000 Penalty: 4787.077148
	Iteration 63Q: 3 clusters Score -1834061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1834062.500000 Penalty: 4787.077148
	Iteration 64Q: 3 clusters Score -1834062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1834070.500000 Penalty: 4787.077148
	Iteration 65Q: 3 clusters Score -1834070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1834080.375000 Penalty: 4787.077148
	Iteration 66Q: 3 clusters Score -1834080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1834089.000000 Penalty: 4787.077148
	Iteration 67Q: 3 clusters Score -1834089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1834087.875000 Penalty: 4787.077148
	Iteration 68Q: 3 clusters Score -1834088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1834087.500000 Penalty: 4787.077148
	Iteration 69Q: 3 clusters Score -1834088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1834090.875000 Penalty: 4787.077148
	Iteration 70Q: 3 clusters Score -1834091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1834092.750000 Penalty: 4787.077148
	Iteration 71Q: 3 clusters Score -1834093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1834094.625000 Penalty: 4787.077148
	Iteration 72Q: 3 clusters Score -1834095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1834104.875000 Penalty: 4787.077148
	Iteration 73Q: 3 clusters Score -1834105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1834110.250000 Penalty: 4787.077148
	Iteration 74Q: 3 clusters Score -1834110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1834110.375000 Penalty: 4787.077148
	Iteration 75Q: 3 clusters Score -1834110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1834110.750000 Penalty: 4787.077148
	Iteration 76Q: 3 clusters Score -1834111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1834112.625000 Penalty: 4787.077148
	Iteration 77Q: 3 clusters Score -1834113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1834118.500000 Penalty: 4787.077148
	Iteration 78Q: 3 clusters Score -1834118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1834115.500000 Penalty: 4787.077148
	Iteration 79Q: 3 clusters Score -1834116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1834120.625000 Penalty: 4787.077148
	Iteration 80F: 3 clusters Score -1834121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1834118.750000 Penalty: 4787.077148
	Iteration 81Q: 3 clusters Score -1834119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1834124.000000 Penalty: 4787.077148
	Iteration 82Q: 3 clusters Score -1834124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1834125.250000 Penalty: 4787.077148
	Iteration 83Q: 3 clusters Score -1834125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1834128.375000 Penalty: 4787.077148
	Iteration 84Q: 3 clusters Score -1834128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1834133.750000 Penalty: 4787.077148
	Iteration 85Q: 3 clusters Score -1834134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1834135.000000 Penalty: 4787.077148
	Iteration 86Q: 3 clusters Score -1834135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1834140.625000 Penalty: 4787.077148
	Iteration 87Q: 3 clusters Score -1834141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1834144.250000 Penalty: 4787.077148
	Iteration 88Q: 3 clusters Score -1834144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1834147.125000 Penalty: 4787.077148
	Iteration 89Q: 3 clusters Score -1834147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1834145.625000 Penalty: 4787.077148
	Iteration 90Q: 3 clusters Score -1834146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1834147.500000 Penalty: 4787.077148
	Iteration 91Q: 3 clusters Score -1834148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1834149.250000 Penalty: 4787.077148
	Iteration 92Q: 3 clusters Score -1834149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1834153.750000 Penalty: 4787.077148
	Iteration 93Q: 3 clusters Score -1834154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1834160.625000 Penalty: 4787.077148
	Iteration 94Q: 3 clusters Score -1834161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1834165.625000 Penalty: 4787.077148
	Iteration 95Q: 3 clusters Score -1834166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1834169.375000 Penalty: 4787.077148
	Iteration 96Q: 3 clusters Score -1834169 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1834182.250000 Penalty: 4787.077148
	Iteration 97Q: 3 clusters Score -1834182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1834183.750000 Penalty: 4787.077148
	Iteration 98Q: 3 clusters Score -1834184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1834187.750000 Penalty: 4787.077148
	Iteration 99Q: 3 clusters Score -1834188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1834191.375000 Penalty: 4787.077148
	Iteration 100F: 3 clusters Score -1834191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1834198.500000 Penalty: 4787.077148
	Iteration 101Q: 3 clusters Score -1834198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1834198.625000 Penalty: 4787.077148
	Iteration 102Q: 3 clusters Score -1834199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1834201.750000 Penalty: 4787.077148
	Iteration 103Q: 3 clusters Score -1834202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1834206.625000 Penalty: 4787.077148
	Iteration 104Q: 3 clusters Score -1834207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1834208.375000 Penalty: 4787.077148
	Iteration 105Q: 3 clusters Score -1834208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1834208.250000 Penalty: 4787.077148
	Iteration 106Q: 3 clusters Score -1834208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1834206.250000 Penalty: 4787.077148
	Iteration 107Q: 3 clusters Score -1834206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1834208.000000 Penalty: 4787.077148
	Iteration 108Q: 3 clusters Score -1834208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1834210.750000 Penalty: 4787.077148
	Iteration 109Q: 3 clusters Score -1834211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1834209.750000 Penalty: 4787.077148
	Iteration 110Q: 3 clusters Score -1834210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1834210.375000 Penalty: 4787.077148
	Iteration 111Q: 3 clusters Score -1834210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1834209.000000 Penalty: 4787.077148
	Iteration 112Q: 3 clusters Score -1834209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1834206.375000 Penalty: 4787.077148
	Iteration 113Q: 3 clusters Score -1834206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1834209.125000 Penalty: 4787.077148
	Iteration 114Q: 3 clusters Score -1834209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1834210.125000 Penalty: 4787.077148
	Iteration 115Q: 3 clusters Score -1834210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1834210.500000 Penalty: 4787.077148
	Iteration 116Q: 3 clusters Score -1834210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1834211.250000 Penalty: 4787.077148
	Iteration 117Q: 3 clusters Score -1834211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1834211.250000 Penalty: 4787.077148
	Iteration 118F: 3 clusters Score -1834211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (96412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Entering Unmasked Estep 
Score: -11740727.000000 Penalty: 2846.143799
	Iteration 0F: 2 clusters Score -1.174073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -11676146.000000 Penalty: 5692.287598
	Iteration 0F: 3 clusters Score -1.167615e+07 nChanged 45601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -11701951.000000 Penalty: 5692.287598
	Iteration 1F: 3 clusters Score -1.170195e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -11702612.000000 Penalty: 5692.287598
	Iteration 2Q: 3 clusters Score -1.170261e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -11703586.000000 Penalty: 5692.287598
	Iteration 3Q: 3 clusters Score -1.170359e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -11704913.000000 Penalty: 5692.287598
	Iteration 4Q: 3 clusters Score -1.170491e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -11707272.000000 Penalty: 5692.287598
	Iteration 5Q: 3 clusters Score -1.170727e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -11711242.000000 Penalty: 5692.287598
	Iteration 6F: 3 clusters Score -1.171124e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -11717497.000000 Penalty: 5692.287598
	Iteration 7F: 3 clusters Score -1.17175e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -11724960.000000 Penalty: 5692.287598
	Iteration 8F: 3 clusters Score -1.172496e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -11731611.000000 Penalty: 5692.287598
	Iteration 9F: 3 clusters Score -1.173161e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -11735801.000000 Penalty: 5692.287598
	Iteration 10Q: 3 clusters Score -1.17358e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 94060 members 
Entering Unmasked Estep 
Score: -11737899.000000 Penalty: 5692.287598
	Iteration 11Q: 3 clusters Score -1.17379e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -11738967.000000 Penalty: 5692.287598
	Iteration 12Q: 3 clusters Score -1.173897e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -11739477.000000 Penalty: 5692.287598
	Iteration 13Q: 3 clusters Score -1.173948e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -11739780.000000 Penalty: 5692.287598
	Iteration 14Q: 3 clusters Score -1.173978e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 95124 members 
Entering Unmasked Estep 
Score: -11739865.000000 Penalty: 5692.287598
	Iteration 15Q: 3 clusters Score -1.173986e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -11739886.000000 Penalty: 5692.287598
	Iteration 16Q: 3 clusters Score -1.173989e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -11739918.000000 Penalty: 5692.287598
	Iteration 17Q: 3 clusters Score -1.173992e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -11739947.000000 Penalty: 5692.287598
	Iteration 18Q: 3 clusters Score -1.173995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -11739975.000000 Penalty: 5692.287598
	Iteration 19Q: 3 clusters Score -1.173998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -11739974.000000 Penalty: 5692.287598
	Iteration 20F: 3 clusters Score -1.173997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 95248 members 
Entering Unmasked Estep 
Score: -11739980.000000 Penalty: 5692.287598
	Iteration 21Q: 3 clusters Score -1.173998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 95255 members 
Entering Unmasked Estep 
Score: -11739976.000000 Penalty: 5692.287598
	Iteration 22Q: 3 clusters Score -1.173998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 95262 members 
Entering Unmasked Estep 
Score: -11739999.000000 Penalty: 5692.287598
	Iteration 23Q: 3 clusters Score -1.174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 95275 members 
Entering Unmasked Estep 
Score: -11740001.000000 Penalty: 5692.287598
	Iteration 24Q: 3 clusters Score -1.174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -11740015.000000 Penalty: 5692.287598
	Iteration 25Q: 3 clusters Score -1.174002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 95299 members 
Entering Unmasked Estep 
Score: -11740005.000000 Penalty: 5692.287598
	Iteration 26Q: 3 clusters Score -1.174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 95315 members 
Entering Unmasked Estep 
Score: -11740021.000000 Penalty: 5692.287598
	Iteration 27Q: 3 clusters Score -1.174002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -11740035.000000 Penalty: 5692.287598
	Iteration 28Q: 3 clusters Score -1.174004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 95338 members 
Entering Unmasked Estep 
Score: -11740049.000000 Penalty: 5692.287598
	Iteration 29Q: 3 clusters Score -1.174005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 95350 members 
Entering Unmasked Estep 
Score: -11740044.000000 Penalty: 5692.287598
	Iteration 30Q: 3 clusters Score -1.174004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 95358 members 
Entering Unmasked Estep 
Score: -11740055.000000 Penalty: 5692.287598
	Iteration 31Q: 3 clusters Score -1.174006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 95358 members 
Entering Unmasked Estep 
Score: -11740057.000000 Penalty: 5692.287598
	Iteration 32Q: 3 clusters Score -1.174006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -11740058.000000 Penalty: 5692.287598
	Iteration 33Q: 3 clusters Score -1.174006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -11740051.000000 Penalty: 5692.287598
	Iteration 34Q: 3 clusters Score -1.174005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -11740048.000000 Penalty: 5692.287598
	Iteration 35Q: 3 clusters Score -1.174005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -11740050.000000 Penalty: 5692.287598
	Iteration 36Q: 3 clusters Score -1.174005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -11740048.000000 Penalty: 5692.287598
	Iteration 37Q: 3 clusters Score -1.174005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -11740044.000000 Penalty: 5692.287598
	Iteration 38Q: 3 clusters Score -1.174004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -11740044.000000 Penalty: 5692.287598
	Iteration 39F: 3 clusters Score -1.174004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (32346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Entering Unmasked Estep 
Score: -3925782.000000 Penalty: 2575.292969
	Iteration 0F: 2 clusters Score -3925782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3903705.250000 Penalty: 5150.585938
	Iteration 0F: 3 clusters Score -3903705 nChanged 14576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -3911625.750000 Penalty: 5150.585938
	Iteration 1F: 3 clusters Score -3911626 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3912211.750000 Penalty: 5150.585938
	Iteration 2Q: 3 clusters Score -3912212 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3912928.250000 Penalty: 5150.585938
	Iteration 3Q: 3 clusters Score -3912928 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3913922.250000 Penalty: 5150.585938
	Iteration 4F: 3 clusters Score -3913922 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3915378.500000 Penalty: 5150.585938
	Iteration 5F: 3 clusters Score -3915378 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3917058.250000 Penalty: 5150.585938
	Iteration 6F: 3 clusters Score -3917058 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3918689.000000 Penalty: 5150.585938
	Iteration 7F: 3 clusters Score -3918689 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3920150.750000 Penalty: 5150.585938
	Iteration 8F: 3 clusters Score -3920151 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3921447.000000 Penalty: 5150.585938
	Iteration 9F: 3 clusters Score -3921447 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3922537.250000 Penalty: 5150.585938
	Iteration 10Q: 3 clusters Score -3922537 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3923455.250000 Penalty: 5150.585938
	Iteration 11Q: 3 clusters Score -3923455 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3924214.000000 Penalty: 5150.585938
	Iteration 12Q: 3 clusters Score -3924214 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3924730.250000 Penalty: 5150.585938
	Iteration 13Q: 3 clusters Score -3924730 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3925060.500000 Penalty: 5150.585938
	Iteration 14Q: 3 clusters Score -3925060 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3925284.750000 Penalty: 5150.585938
	Iteration 15Q: 3 clusters Score -3925285 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3925429.000000 Penalty: 5150.585938
	Iteration 16Q: 3 clusters Score -3925429 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3925505.750000 Penalty: 5150.585938
	Iteration 17Q: 3 clusters Score -3925506 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3925553.250000 Penalty: 5150.585938
	Iteration 18Q: 3 clusters Score -3925553 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3925598.000000 Penalty: 5150.585938
	Iteration 19Q: 3 clusters Score -3925598 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3925627.500000 Penalty: 5150.585938
	Iteration 20F: 3 clusters Score -3925628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3925647.750000 Penalty: 5150.585938
	Iteration 21Q: 3 clusters Score -3925648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3925657.250000 Penalty: 5150.585938
	Iteration 22Q: 3 clusters Score -3925657 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3925687.250000 Penalty: 5150.585938
	Iteration 23Q: 3 clusters Score -3925687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3925683.500000 Penalty: 5150.585938
	Iteration 24Q: 3 clusters Score -3925684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3925691.250000 Penalty: 5150.585938
	Iteration 25Q: 3 clusters Score -3925691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3925701.500000 Penalty: 5150.585938
	Iteration 26Q: 3 clusters Score -3925702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3925697.250000 Penalty: 5150.585938
	Iteration 27Q: 3 clusters Score -3925697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3925706.750000 Penalty: 5150.585938
	Iteration 28Q: 3 clusters Score -3925707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3925707.750000 Penalty: 5150.585938
	Iteration 29Q: 3 clusters Score -3925708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3925706.750000 Penalty: 5150.585938
	Iteration 30Q: 3 clusters Score -3925707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3925701.250000 Penalty: 5150.585938
	Iteration 31Q: 3 clusters Score -3925701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3925704.250000 Penalty: 5150.585938
	Iteration 32Q: 3 clusters Score -3925704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3925701.500000 Penalty: 5150.585938
	Iteration 33Q: 3 clusters Score -3925702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3925698.750000 Penalty: 5150.585938
	Iteration 34Q: 3 clusters Score -3925699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3925698.250000 Penalty: 5150.585938
	Iteration 35Q: 3 clusters Score -3925698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3925698.750000 Penalty: 5150.585938
	Iteration 36Q: 3 clusters Score -3925699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3925698.750000 Penalty: 5150.585938
	Iteration 37F: 3 clusters Score -3925699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Entering Unmasked Estep 
Score: -768382.625000 Penalty: 2183.249023
	Iteration 0F: 2 clusters Score -768382.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -762814.562500 Penalty: 4366.498047
	Iteration 0F: 3 clusters Score -762814.6 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -764492.812500 Penalty: 4366.498047
	Iteration 1F: 3 clusters Score -764492.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -764929.750000 Penalty: 4366.498047
	Iteration 2F: 3 clusters Score -764929.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -765348.625000 Penalty: 4366.498047
	Iteration 3F: 3 clusters Score -765348.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -765673.687500 Penalty: 4366.498047
	Iteration 4F: 3 clusters Score -765673.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -765940.562500 Penalty: 4366.498047
	Iteration 5F: 3 clusters Score -765940.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -766198.562500 Penalty: 4366.498047
	Iteration 6Q: 3 clusters Score -766198.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -766398.687500 Penalty: 4366.498047
	Iteration 7Q: 3 clusters Score -766398.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -766541.312500 Penalty: 4366.498047
	Iteration 8Q: 3 clusters Score -766541.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -766639.875000 Penalty: 4366.498047
	Iteration 9Q: 3 clusters Score -766639.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -766698.437500 Penalty: 4366.498047
	Iteration 10Q: 3 clusters Score -766698.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -766730.937500 Penalty: 4366.498047
	Iteration 11Q: 3 clusters Score -766730.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -766762.312500 Penalty: 4366.498047
	Iteration 12Q: 3 clusters Score -766762.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -766780.562500 Penalty: 4366.498047
	Iteration 13Q: 3 clusters Score -766780.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -766791.812500 Penalty: 4366.498047
	Iteration 14Q: 3 clusters Score -766791.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -766805.437500 Penalty: 4366.498047
	Iteration 15Q: 3 clusters Score -766805.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -766817.812500 Penalty: 4366.498047
	Iteration 16Q: 3 clusters Score -766817.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -766829.687500 Penalty: 4366.498047
	Iteration 17Q: 3 clusters Score -766829.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -766836.875000 Penalty: 4366.498047
	Iteration 18Q: 3 clusters Score -766836.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -766845.250000 Penalty: 4366.498047
	Iteration 19Q: 3 clusters Score -766845.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -766855.000000 Penalty: 4366.498047
	Iteration 20F: 3 clusters Score -766855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -766863.812500 Penalty: 4366.498047
	Iteration 21Q: 3 clusters Score -766863.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -766867.250000 Penalty: 4366.498047
	Iteration 22Q: 3 clusters Score -766867.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -766873.000000 Penalty: 4366.498047
	Iteration 23Q: 3 clusters Score -766873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -766878.500000 Penalty: 4366.498047
	Iteration 24Q: 3 clusters Score -766878.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -766889.687500 Penalty: 4366.498047
	Iteration 25Q: 3 clusters Score -766889.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -766897.687500 Penalty: 4366.498047
	Iteration 26Q: 3 clusters Score -766897.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -766906.687500 Penalty: 4366.498047
	Iteration 27Q: 3 clusters Score -766906.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -766913.812500 Penalty: 4366.498047
	Iteration 28Q: 3 clusters Score -766913.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -766921.750000 Penalty: 4366.498047
	Iteration 29Q: 3 clusters Score -766921.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -766930.250000 Penalty: 4366.498047
	Iteration 30Q: 3 clusters Score -766930.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -766944.437500 Penalty: 4366.498047
	Iteration 31Q: 3 clusters Score -766944.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -766964.187500 Penalty: 4366.498047
	Iteration 32Q: 3 clusters Score -766964.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -766976.375000 Penalty: 4366.498047
	Iteration 33Q: 3 clusters Score -766976.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -766989.062500 Penalty: 4366.498047
	Iteration 34Q: 3 clusters Score -766989.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -766997.437500 Penalty: 4366.498047
	Iteration 35Q: 3 clusters Score -766997.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -767006.375000 Penalty: 4366.498047
	Iteration 36Q: 3 clusters Score -767006.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -767015.500000 Penalty: 4366.498047
	Iteration 37Q: 3 clusters Score -767015.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -767027.437500 Penalty: 4366.498047
	Iteration 38Q: 3 clusters Score -767027.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -767038.687500 Penalty: 4366.498047
	Iteration 39Q: 3 clusters Score -767038.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -767050.625000 Penalty: 4366.498047
	Iteration 40F: 3 clusters Score -767050.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -767068.812500 Penalty: 4366.498047
	Iteration 41Q: 3 clusters Score -767068.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -767091.125000 Penalty: 4366.498047
	Iteration 42Q: 3 clusters Score -767091.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -767113.312500 Penalty: 4366.498047
	Iteration 43Q: 3 clusters Score -767113.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -767132.312500 Penalty: 4366.498047
	Iteration 44Q: 3 clusters Score -767132.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -767152.625000 Penalty: 4366.498047
	Iteration 45Q: 3 clusters Score -767152.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -767170.625000 Penalty: 4366.498047
	Iteration 46Q: 3 clusters Score -767170.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -767190.562500 Penalty: 4366.498047
	Iteration 47Q: 3 clusters Score -767190.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -767216.625000 Penalty: 4366.498047
	Iteration 48Q: 3 clusters Score -767216.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -767248.062500 Penalty: 4366.498047
	Iteration 49Q: 3 clusters Score -767248.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -767278.750000 Penalty: 4366.498047
	Iteration 50Q: 3 clusters Score -767278.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -767306.687500 Penalty: 4366.498047
	Iteration 51Q: 3 clusters Score -767306.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -767329.812500 Penalty: 4366.498047
	Iteration 52Q: 3 clusters Score -767329.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -767351.625000 Penalty: 4366.498047
	Iteration 53Q: 3 clusters Score -767351.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -767371.875000 Penalty: 4366.498047
	Iteration 54Q: 3 clusters Score -767371.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -767393.000000 Penalty: 4366.498047
	Iteration 55Q: 3 clusters Score -767393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -767414.875000 Penalty: 4366.498047
	Iteration 56Q: 3 clusters Score -767414.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -767438.750000 Penalty: 4366.498047
	Iteration 57Q: 3 clusters Score -767438.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -767461.812500 Penalty: 4366.498047
	Iteration 58Q: 3 clusters Score -767461.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -767484.937500 Penalty: 4366.498047
	Iteration 59Q: 3 clusters Score -767484.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -767503.062500 Penalty: 4366.498047
	Iteration 60F: 3 clusters Score -767503.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -767514.687500 Penalty: 4366.498047
	Iteration 61Q: 3 clusters Score -767514.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -767524.937500 Penalty: 4366.498047
	Iteration 62Q: 3 clusters Score -767524.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -767532.437500 Penalty: 4366.498047
	Iteration 63Q: 3 clusters Score -767532.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -767536.562500 Penalty: 4366.498047
	Iteration 64Q: 3 clusters Score -767536.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -767542.000000 Penalty: 4366.498047
	Iteration 65Q: 3 clusters Score -767542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -767546.437500 Penalty: 4366.498047
	Iteration 66Q: 3 clusters Score -767546.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -767550.250000 Penalty: 4366.498047
	Iteration 67Q: 3 clusters Score -767550.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -767553.375000 Penalty: 4366.498047
	Iteration 68Q: 3 clusters Score -767553.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -767558.250000 Penalty: 4366.498047
	Iteration 69Q: 3 clusters Score -767558.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -767564.062500 Penalty: 4366.498047
	Iteration 70Q: 3 clusters Score -767564.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -767567.750000 Penalty: 4366.498047
	Iteration 71Q: 3 clusters Score -767567.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -767570.375000 Penalty: 4366.498047
	Iteration 72Q: 3 clusters Score -767570.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -767574.875000 Penalty: 4366.498047
	Iteration 73Q: 3 clusters Score -767574.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -767577.062500 Penalty: 4366.498047
	Iteration 74Q: 3 clusters Score -767577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -767577.937500 Penalty: 4366.498047
	Iteration 75Q: 3 clusters Score -767577.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -767577.937500 Penalty: 4366.498047
	Iteration 76F: 3 clusters Score -767577.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Entering Unmasked Estep 
Score: -472112.968750 Penalty: 1982.585205
	Iteration 0F: 2 clusters Score -472113 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 1466 members 
Entering Unmasked Estep 
Score: -468856.562500 Penalty: 3965.170410
	Iteration 0F: 3 clusters Score -468856.6 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -469624.406250 Penalty: 3965.170410
	Iteration 1F: 3 clusters Score -469624.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -469884.906250 Penalty: 3965.170410
	Iteration 2F: 3 clusters Score -469884.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -470063.843750 Penalty: 3965.170410
	Iteration 3F: 3 clusters Score -470063.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -470181.562500 Penalty: 3965.170410
	Iteration 4Q: 3 clusters Score -470181.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -470270.531250 Penalty: 3965.170410
	Iteration 5Q: 3 clusters Score -470270.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -470353.687500 Penalty: 3965.170410
	Iteration 6Q: 3 clusters Score -470353.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -470425.062500 Penalty: 3965.170410
	Iteration 7Q: 3 clusters Score -470425.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -470535.031250 Penalty: 3965.170410
	Iteration 8Q: 3 clusters Score -470535 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -470646.062500 Penalty: 3965.170410
	Iteration 9Q: 3 clusters Score -470646.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -470772.468750 Penalty: 3965.170410
	Iteration 10Q: 3 clusters Score -470772.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -470900.906250 Penalty: 3965.170410
	Iteration 11Q: 3 clusters Score -470900.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -471041.000000 Penalty: 3965.170410
	Iteration 12Q: 3 clusters Score -471041 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -471182.031250 Penalty: 3965.170410
	Iteration 13Q: 3 clusters Score -471182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -471314.875000 Penalty: 3965.170410
	Iteration 14Q: 3 clusters Score -471314.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -471378.000000 Penalty: 3965.170410
	Iteration 15Q: 3 clusters Score -471378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -471406.812500 Penalty: 3965.170410
	Iteration 16Q: 3 clusters Score -471406.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -471429.781250 Penalty: 3965.170410
	Iteration 17Q: 3 clusters Score -471429.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -471443.312500 Penalty: 3965.170410
	Iteration 18Q: 3 clusters Score -471443.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -471451.781250 Penalty: 3965.170410
	Iteration 19Q: 3 clusters Score -471451.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -471455.593750 Penalty: 3965.170410
	Iteration 20F: 3 clusters Score -471455.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -471458.687500 Penalty: 3965.170410
	Iteration 21Q: 3 clusters Score -471458.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -471463.625000 Penalty: 3965.170410
	Iteration 22Q: 3 clusters Score -471463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -471465.593750 Penalty: 3965.170410
	Iteration 23Q: 3 clusters Score -471465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -471465.656250 Penalty: 3965.170410
	Iteration 24Q: 3 clusters Score -471465.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -471466.125000 Penalty: 3965.170410
	Iteration 25Q: 3 clusters Score -471466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -471468.312500 Penalty: 3965.170410
	Iteration 26Q: 3 clusters Score -471468.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -471468.906250 Penalty: 3965.170410
	Iteration 27Q: 3 clusters Score -471468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -471469.531250 Penalty: 3965.170410
	Iteration 28Q: 3 clusters Score -471469.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -471469.531250 Penalty: 3965.170410
	Iteration 29F: 3 clusters Score -471469.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -41279.917969 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -41279.92 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 252 members 
Entering Unmasked Estep 
Score: -39812.351562 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -39812.35 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40146.476562 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -40146.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40198.187500 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -40198.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40245.570312 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -40245.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40306.523438 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -40306.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40372.167969 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -40372.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40438.125000 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -40438.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40476.343750 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -40476.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40523.683594 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -40523.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40543.441406 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -40543.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40566.128906 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -40566.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40579.664062 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -40579.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40581.542969 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -40581.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40587.714844 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -40587.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40591.015625 Penalty: 3088.362305
	Iteration 14Q: 3 clusters Score -40591.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40595.468750 Penalty: 3088.362305
	Iteration 15Q: 3 clusters Score -40595.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40598.378906 Penalty: 3088.362305
	Iteration 16Q: 3 clusters Score -40598.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40600.656250 Penalty: 3088.362305
	Iteration 17Q: 3 clusters Score -40600.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40612.695312 Penalty: 3088.362305
	Iteration 18Q: 3 clusters Score -40612.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40622.917969 Penalty: 3088.362305
	Iteration 19Q: 3 clusters Score -40622.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40641.898438 Penalty: 3088.362305
	Iteration 20F: 3 clusters Score -40641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40652.976562 Penalty: 3088.362305
	Iteration 21Q: 3 clusters Score -40652.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40675.550781 Penalty: 3088.362305
	Iteration 22Q: 3 clusters Score -40675.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40709.437500 Penalty: 3088.362305
	Iteration 23Q: 3 clusters Score -40709.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40736.605469 Penalty: 3088.362305
	Iteration 24Q: 3 clusters Score -40736.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40746.054688 Penalty: 3088.362305
	Iteration 25Q: 3 clusters Score -40746.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40753.308594 Penalty: 3088.362305
	Iteration 26Q: 3 clusters Score -40753.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40756.355469 Penalty: 3088.362305
	Iteration 27Q: 3 clusters Score -40756.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40758.929688 Penalty: 3088.362305
	Iteration 28Q: 3 clusters Score -40758.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40763.906250 Penalty: 3088.362305
	Iteration 29Q: 3 clusters Score -40763.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40766.312500 Penalty: 3088.362305
	Iteration 30Q: 3 clusters Score -40766.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40766.312500 Penalty: 3088.362305
	Iteration 31F: 3 clusters Score -40766.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -284051.750000 Penalty: 1933.116089
	Iteration 0F: 2 clusters Score -284051.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -281176.437500 Penalty: 3866.232178
	Iteration 0F: 3 clusters Score -281176.4 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -281707.718750 Penalty: 3866.232178
	Iteration 1F: 3 clusters Score -281707.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -281885.500000 Penalty: 3866.232178
	Iteration 2F: 3 clusters Score -281885.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -282018.187500 Penalty: 3866.232178
	Iteration 3F: 3 clusters Score -282018.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -282150.218750 Penalty: 3866.232178
	Iteration 4F: 3 clusters Score -282150.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -282249.656250 Penalty: 3866.232178
	Iteration 5Q: 3 clusters Score -282249.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -282320.843750 Penalty: 3866.232178
	Iteration 6Q: 3 clusters Score -282320.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -282378.062500 Penalty: 3866.232178
	Iteration 7Q: 3 clusters Score -282378.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -282423.000000 Penalty: 3866.232178
	Iteration 8Q: 3 clusters Score -282423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -282462.437500 Penalty: 3866.232178
	Iteration 9Q: 3 clusters Score -282462.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -282503.406250 Penalty: 3866.232178
	Iteration 10Q: 3 clusters Score -282503.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -282548.250000 Penalty: 3866.232178
	Iteration 11Q: 3 clusters Score -282548.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -282582.187500 Penalty: 3866.232178
	Iteration 12Q: 3 clusters Score -282582.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -282608.312500 Penalty: 3866.232178
	Iteration 13Q: 3 clusters Score -282608.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -282629.437500 Penalty: 3866.232178
	Iteration 14Q: 3 clusters Score -282629.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -282641.437500 Penalty: 3866.232178
	Iteration 15Q: 3 clusters Score -282641.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -282651.781250 Penalty: 3866.232178
	Iteration 16Q: 3 clusters Score -282651.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -282659.625000 Penalty: 3866.232178
	Iteration 17Q: 3 clusters Score -282659.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -282665.187500 Penalty: 3866.232178
	Iteration 18Q: 3 clusters Score -282665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -282666.500000 Penalty: 3866.232178
	Iteration 19Q: 3 clusters Score -282666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -282668.437500 Penalty: 3866.232178
	Iteration 20F: 3 clusters Score -282668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -282669.031250 Penalty: 3866.232178
	Iteration 21Q: 3 clusters Score -282669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -282669.031250 Penalty: 3866.232178
	Iteration 22F: 3 clusters Score -282669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Entering Unmasked Estep 
Score: -1041921.625000 Penalty: 2249.056641
	Iteration 0F: 2 clusters Score -1041922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1035048.812500 Penalty: 4498.113281
	Iteration 0F: 3 clusters Score -1035049 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1037002.812500 Penalty: 4498.113281
	Iteration 1F: 3 clusters Score -1037003 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1037425.312500 Penalty: 4498.113281
	Iteration 2F: 3 clusters Score -1037425 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1037909.000000 Penalty: 4498.113281
	Iteration 3F: 3 clusters Score -1037909 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1038495.500000 Penalty: 4498.113281
	Iteration 4F: 3 clusters Score -1038496 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1039065.562500 Penalty: 4498.113281
	Iteration 5F: 3 clusters Score -1039066 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1039514.750000 Penalty: 4498.113281
	Iteration 6F: 3 clusters Score -1039515 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1039781.312500 Penalty: 4498.113281
	Iteration 7Q: 3 clusters Score -1039781 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1039934.125000 Penalty: 4498.113281
	Iteration 8Q: 3 clusters Score -1039934 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1040005.375000 Penalty: 4498.113281
	Iteration 9Q: 3 clusters Score -1040005 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1040049.687500 Penalty: 4498.113281
	Iteration 10Q: 3 clusters Score -1040050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1040075.937500 Penalty: 4498.113281
	Iteration 11Q: 3 clusters Score -1040076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1040092.375000 Penalty: 4498.113281
	Iteration 12Q: 3 clusters Score -1040092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1040100.812500 Penalty: 4498.113281
	Iteration 13Q: 3 clusters Score -1040101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1040112.250000 Penalty: 4498.113281
	Iteration 14Q: 3 clusters Score -1040112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1040116.125000 Penalty: 4498.113281
	Iteration 15Q: 3 clusters Score -1040116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1040120.812500 Penalty: 4498.113281
	Iteration 16Q: 3 clusters Score -1040121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1040120.812500 Penalty: 4498.113281
	Iteration 17Q: 3 clusters Score -1040121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1040120.312500 Penalty: 4498.113281
	Iteration 18Q: 3 clusters Score -1040120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1040121.062500 Penalty: 4498.113281
	Iteration 19Q: 3 clusters Score -1040121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1040121.875000 Penalty: 4498.113281
	Iteration 20F: 3 clusters Score -1040122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1040120.187500 Penalty: 4498.113281
	Iteration 21Q: 3 clusters Score -1040120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1040120.750000 Penalty: 4498.113281
	Iteration 22Q: 3 clusters Score -1040121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1040120.750000 Penalty: 4498.113281
	Iteration 23F: 3 clusters Score -1040121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -139531.093750 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -139531.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -137655.812500 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -137655.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -137896.968750 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -137897 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -137955.203125 Penalty: 3360.014893
	Iteration 2Q: 3 clusters Score -137955.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -138001.718750 Penalty: 3360.014893
	Iteration 3Q: 3 clusters Score -138001.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -138026.453125 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -138026.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -138039.656250 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -138039.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -138054.000000 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -138054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -138070.890625 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -138070.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -138080.953125 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -138081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -138089.703125 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -138089.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -138095.890625 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -138095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -138107.015625 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -138107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -138118.843750 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -138118.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -138134.750000 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -138134.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -138145.828125 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -138145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -138153.609375 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -138153.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -138162.640625 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -138162.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -138174.312500 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -138174.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -138187.609375 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -138187.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -138202.843750 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -138202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -138232.500000 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -138232.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -138253.343750 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -138253.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -138271.765625 Penalty: 3360.014893
	Iteration 22Q: 3 clusters Score -138271.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -138298.062500 Penalty: 3360.014893
	Iteration 23Q: 3 clusters Score -138298.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -138322.953125 Penalty: 3360.014893
	Iteration 24Q: 3 clusters Score -138323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -138338.312500 Penalty: 3360.014893
	Iteration 25Q: 3 clusters Score -138338.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -138366.062500 Penalty: 3360.014893
	Iteration 26Q: 3 clusters Score -138366.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -138401.906250 Penalty: 3360.014893
	Iteration 27Q: 3 clusters Score -138401.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -138433.906250 Penalty: 3360.014893
	Iteration 28Q: 3 clusters Score -138433.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -138472.453125 Penalty: 3360.014893
	Iteration 29Q: 3 clusters Score -138472.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -138513.609375 Penalty: 3360.014893
	Iteration 30Q: 3 clusters Score -138513.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -138601.828125 Penalty: 3360.014893
	Iteration 31Q: 3 clusters Score -138601.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -138643.390625 Penalty: 3360.014893
	Iteration 32Q: 3 clusters Score -138643.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -138681.890625 Penalty: 3360.014893
	Iteration 33Q: 3 clusters Score -138681.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -138728.953125 Penalty: 3360.014893
	Iteration 34Q: 3 clusters Score -138729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -138778.687500 Penalty: 3360.014893
	Iteration 35Q: 3 clusters Score -138778.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -138791.000000 Penalty: 3360.014893
	Iteration 36Q: 3 clusters Score -138791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -138808.328125 Penalty: 3360.014893
	Iteration 37Q: 3 clusters Score -138808.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -138842.828125 Penalty: 3360.014893
	Iteration 38Q: 3 clusters Score -138842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -138878.546875 Penalty: 3360.014893
	Iteration 39Q: 3 clusters Score -138878.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -138892.218750 Penalty: 3360.014893
	Iteration 40F: 3 clusters Score -138892.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -138921.015625 Penalty: 3360.014893
	Iteration 41Q: 3 clusters Score -138921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -138944.625000 Penalty: 3360.014893
	Iteration 42Q: 3 clusters Score -138944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -138968.968750 Penalty: 3360.014893
	Iteration 43Q: 3 clusters Score -138969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -139000.890625 Penalty: 3360.014893
	Iteration 44Q: 3 clusters Score -139000.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -139040.937500 Penalty: 3360.014893
	Iteration 45Q: 3 clusters Score -139040.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -139051.546875 Penalty: 3360.014893
	Iteration 46Q: 3 clusters Score -139051.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -139057.296875 Penalty: 3360.014893
	Iteration 47Q: 3 clusters Score -139057.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -139060.812500 Penalty: 3360.014893
	Iteration 48Q: 3 clusters Score -139060.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -139063.156250 Penalty: 3360.014893
	Iteration 49Q: 3 clusters Score -139063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -139065.859375 Penalty: 3360.014893
	Iteration 50Q: 3 clusters Score -139065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -139069.250000 Penalty: 3360.014893
	Iteration 51Q: 3 clusters Score -139069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -139069.250000 Penalty: 3360.014893
	Iteration 52F: 3 clusters Score -139069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -232907.265625 Penalty: 1879.126221
	Iteration 0F: 2 clusters Score -232907.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -230377.359375 Penalty: 3758.252441
	Iteration 0F: 3 clusters Score -230377.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -230867.171875 Penalty: 3758.252441
	Iteration 1F: 3 clusters Score -230867.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -231005.421875 Penalty: 3758.252441
	Iteration 2F: 3 clusters Score -231005.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -231079.187500 Penalty: 3758.252441
	Iteration 3Q: 3 clusters Score -231079.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -231114.359375 Penalty: 3758.252441
	Iteration 4Q: 3 clusters Score -231114.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -231139.515625 Penalty: 3758.252441
	Iteration 5Q: 3 clusters Score -231139.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -231158.171875 Penalty: 3758.252441
	Iteration 6Q: 3 clusters Score -231158.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -231175.171875 Penalty: 3758.252441
	Iteration 7Q: 3 clusters Score -231175.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -231194.031250 Penalty: 3758.252441
	Iteration 8Q: 3 clusters Score -231194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -231204.421875 Penalty: 3758.252441
	Iteration 9Q: 3 clusters Score -231204.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -231211.562500 Penalty: 3758.252441
	Iteration 10Q: 3 clusters Score -231211.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -231215.671875 Penalty: 3758.252441
	Iteration 11Q: 3 clusters Score -231215.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -231218.343750 Penalty: 3758.252441
	Iteration 12Q: 3 clusters Score -231218.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -231221.859375 Penalty: 3758.252441
	Iteration 13Q: 3 clusters Score -231221.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -231226.281250 Penalty: 3758.252441
	Iteration 14Q: 3 clusters Score -231226.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -231231.687500 Penalty: 3758.252441
	Iteration 15Q: 3 clusters Score -231231.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -231237.421875 Penalty: 3758.252441
	Iteration 16Q: 3 clusters Score -231237.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -231244.296875 Penalty: 3758.252441
	Iteration 17Q: 3 clusters Score -231244.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -231250.203125 Penalty: 3758.252441
	Iteration 18Q: 3 clusters Score -231250.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -231256.796875 Penalty: 3758.252441
	Iteration 19Q: 3 clusters Score -231256.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -231261.015625 Penalty: 3758.252441
	Iteration 20F: 3 clusters Score -231261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -231267.250000 Penalty: 3758.252441
	Iteration 21Q: 3 clusters Score -231267.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -231275.078125 Penalty: 3758.252441
	Iteration 22Q: 3 clusters Score -231275.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -231285.281250 Penalty: 3758.252441
	Iteration 23Q: 3 clusters Score -231285.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -231295.187500 Penalty: 3758.252441
	Iteration 24Q: 3 clusters Score -231295.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -231307.343750 Penalty: 3758.252441
	Iteration 25Q: 3 clusters Score -231307.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -231317.671875 Penalty: 3758.252441
	Iteration 26Q: 3 clusters Score -231317.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -231329.312500 Penalty: 3758.252441
	Iteration 27Q: 3 clusters Score -231329.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -231334.265625 Penalty: 3758.252441
	Iteration 28Q: 3 clusters Score -231334.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -231339.937500 Penalty: 3758.252441
	Iteration 29Q: 3 clusters Score -231339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -231347.750000 Penalty: 3758.252441
	Iteration 30Q: 3 clusters Score -231347.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -231353.296875 Penalty: 3758.252441
	Iteration 31Q: 3 clusters Score -231353.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -231358.453125 Penalty: 3758.252441
	Iteration 32Q: 3 clusters Score -231358.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -231366.343750 Penalty: 3758.252441
	Iteration 33Q: 3 clusters Score -231366.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -231372.250000 Penalty: 3758.252441
	Iteration 34Q: 3 clusters Score -231372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -231377.421875 Penalty: 3758.252441
	Iteration 35Q: 3 clusters Score -231377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -231378.781250 Penalty: 3758.252441
	Iteration 36Q: 3 clusters Score -231378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -231381.765625 Penalty: 3758.252441
	Iteration 37Q: 3 clusters Score -231381.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -231382.703125 Penalty: 3758.252441
	Iteration 38Q: 3 clusters Score -231382.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -231385.234375 Penalty: 3758.252441
	Iteration 39Q: 3 clusters Score -231385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -231386.875000 Penalty: 3758.252441
	Iteration 40F: 3 clusters Score -231386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -231389.812500 Penalty: 3758.252441
	Iteration 41Q: 3 clusters Score -231389.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -231393.296875 Penalty: 3758.252441
	Iteration 42Q: 3 clusters Score -231393.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -231397.671875 Penalty: 3758.252441
	Iteration 43Q: 3 clusters Score -231397.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -231400.312500 Penalty: 3758.252441
	Iteration 44Q: 3 clusters Score -231400.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -231400.718750 Penalty: 3758.252441
	Iteration 45Q: 3 clusters Score -231400.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -231400.718750 Penalty: 3758.252441
	Iteration 46F: 3 clusters Score -231400.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Entering Unmasked Estep 
Score: -448178.031250 Penalty: 2047.445557
	Iteration 0F: 2 clusters Score -448178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -444402.468750 Penalty: 4094.891113
	Iteration 0F: 3 clusters Score -444402.5 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -445210.750000 Penalty: 4094.891113
	Iteration 1F: 3 clusters Score -445210.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -445433.781250 Penalty: 4094.891113
	Iteration 2F: 3 clusters Score -445433.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -445589.781250 Penalty: 4094.891113
	Iteration 3F: 3 clusters Score -445589.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -445720.562500 Penalty: 4094.891113
	Iteration 4Q: 3 clusters Score -445720.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -445834.781250 Penalty: 4094.891113
	Iteration 5Q: 3 clusters Score -445834.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -445920.531250 Penalty: 4094.891113
	Iteration 6Q: 3 clusters Score -445920.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -446011.375000 Penalty: 4094.891113
	Iteration 7Q: 3 clusters Score -446011.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -446091.656250 Penalty: 4094.891113
	Iteration 8Q: 3 clusters Score -446091.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -446167.906250 Penalty: 4094.891113
	Iteration 9Q: 3 clusters Score -446167.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -446249.281250 Penalty: 4094.891113
	Iteration 10Q: 3 clusters Score -446249.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -446311.718750 Penalty: 4094.891113
	Iteration 11Q: 3 clusters Score -446311.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -446364.562500 Penalty: 4094.891113
	Iteration 12Q: 3 clusters Score -446364.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -446412.312500 Penalty: 4094.891113
	Iteration 13Q: 3 clusters Score -446412.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -446448.593750 Penalty: 4094.891113
	Iteration 14Q: 3 clusters Score -446448.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -446482.812500 Penalty: 4094.891113
	Iteration 15Q: 3 clusters Score -446482.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -446514.281250 Penalty: 4094.891113
	Iteration 16Q: 3 clusters Score -446514.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -446533.093750 Penalty: 4094.891113
	Iteration 17Q: 3 clusters Score -446533.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -446547.937500 Penalty: 4094.891113
	Iteration 18Q: 3 clusters Score -446547.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -446558.687500 Penalty: 4094.891113
	Iteration 19Q: 3 clusters Score -446558.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -446569.000000 Penalty: 4094.891113
	Iteration 20F: 3 clusters Score -446569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -446575.437500 Penalty: 4094.891113
	Iteration 21Q: 3 clusters Score -446575.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -446578.031250 Penalty: 4094.891113
	Iteration 22Q: 3 clusters Score -446578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -446581.343750 Penalty: 4094.891113
	Iteration 23Q: 3 clusters Score -446581.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -446584.468750 Penalty: 4094.891113
	Iteration 24Q: 3 clusters Score -446584.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -446586.343750 Penalty: 4094.891113
	Iteration 25Q: 3 clusters Score -446586.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -446590.437500 Penalty: 4094.891113
	Iteration 26Q: 3 clusters Score -446590.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -446595.593750 Penalty: 4094.891113
	Iteration 27Q: 3 clusters Score -446595.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -446599.687500 Penalty: 4094.891113
	Iteration 28Q: 3 clusters Score -446599.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -446603.000000 Penalty: 4094.891113
	Iteration 29Q: 3 clusters Score -446603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -446605.093750 Penalty: 4094.891113
	Iteration 30Q: 3 clusters Score -446605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -446606.812500 Penalty: 4094.891113
	Iteration 31Q: 3 clusters Score -446606.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -446610.718750 Penalty: 4094.891113
	Iteration 32Q: 3 clusters Score -446610.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -446611.687500 Penalty: 4094.891113
	Iteration 33Q: 3 clusters Score -446611.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -446614.156250 Penalty: 4094.891113
	Iteration 34Q: 3 clusters Score -446614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -446615.718750 Penalty: 4094.891113
	Iteration 35Q: 3 clusters Score -446615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -446619.687500 Penalty: 4094.891113
	Iteration 36Q: 3 clusters Score -446619.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -446623.812500 Penalty: 4094.891113
	Iteration 37Q: 3 clusters Score -446623.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -446628.218750 Penalty: 4094.891113
	Iteration 38Q: 3 clusters Score -446628.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -446630.406250 Penalty: 4094.891113
	Iteration 39Q: 3 clusters Score -446630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -446631.562500 Penalty: 4094.891113
	Iteration 40F: 3 clusters Score -446631.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -446632.906250 Penalty: 4094.891113
	Iteration 41Q: 3 clusters Score -446632.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -446634.156250 Penalty: 4094.891113
	Iteration 42Q: 3 clusters Score -446634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -446634.437500 Penalty: 4094.891113
	Iteration 43Q: 3 clusters Score -446634.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -446634.437500 Penalty: 4094.891113
	Iteration 44F: 3 clusters Score -446634.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -591995.250000 Penalty: 2113.550293
	Iteration 0F: 2 clusters Score -591995.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -587430.687500 Penalty: 4227.100586
	Iteration 0F: 3 clusters Score -587430.7 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -588539.000000 Penalty: 4227.100586
	Iteration 1F: 3 clusters Score -588539 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -588816.750000 Penalty: 4227.100586
	Iteration 2F: 3 clusters Score -588816.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -589038.250000 Penalty: 4227.100586
	Iteration 3F: 3 clusters Score -589038.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -589196.562500 Penalty: 4227.100586
	Iteration 4Q: 3 clusters Score -589196.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -589319.125000 Penalty: 4227.100586
	Iteration 5Q: 3 clusters Score -589319.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -589424.875000 Penalty: 4227.100586
	Iteration 6Q: 3 clusters Score -589424.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -589519.312500 Penalty: 4227.100586
	Iteration 7Q: 3 clusters Score -589519.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -589611.812500 Penalty: 4227.100586
	Iteration 8Q: 3 clusters Score -589611.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -589690.250000 Penalty: 4227.100586
	Iteration 9Q: 3 clusters Score -589690.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -589770.187500 Penalty: 4227.100586
	Iteration 10Q: 3 clusters Score -589770.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -589854.187500 Penalty: 4227.100586
	Iteration 11Q: 3 clusters Score -589854.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -589958.812500 Penalty: 4227.100586
	Iteration 12Q: 3 clusters Score -589958.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -590099.500000 Penalty: 4227.100586
	Iteration 13Q: 3 clusters Score -590099.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -590221.125000 Penalty: 4227.100586
	Iteration 14Q: 3 clusters Score -590221.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -590366.625000 Penalty: 4227.100586
	Iteration 15Q: 3 clusters Score -590366.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -590511.000000 Penalty: 4227.100586
	Iteration 16Q: 3 clusters Score -590511 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -590701.000000 Penalty: 4227.100586
	Iteration 17Q: 3 clusters Score -590701 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -590865.750000 Penalty: 4227.100586
	Iteration 18Q: 3 clusters Score -590865.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -590961.625000 Penalty: 4227.100586
	Iteration 19Q: 3 clusters Score -590961.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -591010.750000 Penalty: 4227.100586
	Iteration 20F: 3 clusters Score -591010.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -591041.500000 Penalty: 4227.100586
	Iteration 21Q: 3 clusters Score -591041.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -591058.562500 Penalty: 4227.100586
	Iteration 22Q: 3 clusters Score -591058.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -591066.187500 Penalty: 4227.100586
	Iteration 23Q: 3 clusters Score -591066.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -591070.500000 Penalty: 4227.100586
	Iteration 24Q: 3 clusters Score -591070.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -591079.000000 Penalty: 4227.100586
	Iteration 25Q: 3 clusters Score -591079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -591084.687500 Penalty: 4227.100586
	Iteration 26Q: 3 clusters Score -591084.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -591089.000000 Penalty: 4227.100586
	Iteration 27Q: 3 clusters Score -591089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -591093.375000 Penalty: 4227.100586
	Iteration 28Q: 3 clusters Score -591093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -591097.437500 Penalty: 4227.100586
	Iteration 29Q: 3 clusters Score -591097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -591099.562500 Penalty: 4227.100586
	Iteration 30Q: 3 clusters Score -591099.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -591103.250000 Penalty: 4227.100586
	Iteration 31Q: 3 clusters Score -591103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -591103.875000 Penalty: 4227.100586
	Iteration 32Q: 3 clusters Score -591103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -591105.875000 Penalty: 4227.100586
	Iteration 33Q: 3 clusters Score -591105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -591105.875000 Penalty: 4227.100586
	Iteration 34F: 3 clusters Score -591105.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -491842.531250 Penalty: 2060.188721
	Iteration 0F: 2 clusters Score -491842.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -487891.218750 Penalty: 4120.377441
	Iteration 0F: 3 clusters Score -487891.2 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -488750.000000 Penalty: 4120.377441
	Iteration 1F: 3 clusters Score -488750 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -488963.093750 Penalty: 4120.377441
	Iteration 2F: 3 clusters Score -488963.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -489118.437500 Penalty: 4120.377441
	Iteration 3F: 3 clusters Score -489118.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -489246.968750 Penalty: 4120.377441
	Iteration 4Q: 3 clusters Score -489247 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -489347.375000 Penalty: 4120.377441
	Iteration 5Q: 3 clusters Score -489347.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -489448.125000 Penalty: 4120.377441
	Iteration 6Q: 3 clusters Score -489448.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -489534.281250 Penalty: 4120.377441
	Iteration 7Q: 3 clusters Score -489534.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -489602.250000 Penalty: 4120.377441
	Iteration 8Q: 3 clusters Score -489602.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -489659.781250 Penalty: 4120.377441
	Iteration 9Q: 3 clusters Score -489659.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -489717.343750 Penalty: 4120.377441
	Iteration 10Q: 3 clusters Score -489717.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -489766.875000 Penalty: 4120.377441
	Iteration 11Q: 3 clusters Score -489766.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -489805.968750 Penalty: 4120.377441
	Iteration 12Q: 3 clusters Score -489806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -489841.562500 Penalty: 4120.377441
	Iteration 13Q: 3 clusters Score -489841.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -489869.625000 Penalty: 4120.377441
	Iteration 14Q: 3 clusters Score -489869.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -489899.531250 Penalty: 4120.377441
	Iteration 15Q: 3 clusters Score -489899.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -489924.531250 Penalty: 4120.377441
	Iteration 16Q: 3 clusters Score -489924.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -489939.937500 Penalty: 4120.377441
	Iteration 17Q: 3 clusters Score -489939.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -489949.718750 Penalty: 4120.377441
	Iteration 18Q: 3 clusters Score -489949.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -489958.562500 Penalty: 4120.377441
	Iteration 19Q: 3 clusters Score -489958.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -489966.718750 Penalty: 4120.377441
	Iteration 20F: 3 clusters Score -489966.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -489974.187500 Penalty: 4120.377441
	Iteration 21Q: 3 clusters Score -489974.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -489979.031250 Penalty: 4120.377441
	Iteration 22Q: 3 clusters Score -489979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -489986.375000 Penalty: 4120.377441
	Iteration 23Q: 3 clusters Score -489986.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -489991.343750 Penalty: 4120.377441
	Iteration 24Q: 3 clusters Score -489991.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -489995.281250 Penalty: 4120.377441
	Iteration 25Q: 3 clusters Score -489995.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -489998.406250 Penalty: 4120.377441
	Iteration 26Q: 3 clusters Score -489998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -489999.125000 Penalty: 4120.377441
	Iteration 27Q: 3 clusters Score -489999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -489998.468750 Penalty: 4120.377441
	Iteration 28Q: 3 clusters Score -489998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -489999.781250 Penalty: 4120.377441
	Iteration 29Q: 3 clusters Score -489999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -490001.593750 Penalty: 4120.377441
	Iteration 30Q: 3 clusters Score -490001.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -490003.468750 Penalty: 4120.377441
	Iteration 31Q: 3 clusters Score -490003.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -490006.125000 Penalty: 4120.377441
	Iteration 32Q: 3 clusters Score -490006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -490010.343750 Penalty: 4120.377441
	Iteration 33Q: 3 clusters Score -490010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -490010.218750 Penalty: 4120.377441
	Iteration 34Q: 3 clusters Score -490010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -490010.875000 Penalty: 4120.377441
	Iteration 35Q: 3 clusters Score -490010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -490012.250000 Penalty: 4120.377441
	Iteration 36Q: 3 clusters Score -490012.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -490012.250000 Penalty: 4120.377441
	Iteration 37F: 3 clusters Score -490012.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (12813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Entering Unmasked Estep 
Score: -1379991.000000 Penalty: 2345.637451
	Iteration 0F: 2 clusters Score -1379991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1370513.125000 Penalty: 4691.274902
	Iteration 0F: 3 clusters Score -1370513 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1373680.250000 Penalty: 4691.274902
	Iteration 1F: 3 clusters Score -1373680 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1374364.750000 Penalty: 4691.274902
	Iteration 2F: 3 clusters Score -1374365 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1374986.000000 Penalty: 4691.274902
	Iteration 3F: 3 clusters Score -1374986 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1375556.750000 Penalty: 4691.274902
	Iteration 4F: 3 clusters Score -1375557 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1376077.500000 Penalty: 4691.274902
	Iteration 5F: 3 clusters Score -1376078 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1376496.250000 Penalty: 4691.274902
	Iteration 6F: 3 clusters Score -1376496 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1376790.750000 Penalty: 4691.274902
	Iteration 7Q: 3 clusters Score -1376791 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1377025.625000 Penalty: 4691.274902
	Iteration 8Q: 3 clusters Score -1377026 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1377207.875000 Penalty: 4691.274902
	Iteration 9Q: 3 clusters Score -1377208 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1377329.625000 Penalty: 4691.274902
	Iteration 10Q: 3 clusters Score -1377330 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1377432.375000 Penalty: 4691.274902
	Iteration 11Q: 3 clusters Score -1377432 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1377521.125000 Penalty: 4691.274902
	Iteration 12Q: 3 clusters Score -1377521 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1377589.750000 Penalty: 4691.274902
	Iteration 13Q: 3 clusters Score -1377590 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1377641.250000 Penalty: 4691.274902
	Iteration 14Q: 3 clusters Score -1377641 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1377693.500000 Penalty: 4691.274902
	Iteration 15Q: 3 clusters Score -1377694 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1377744.750000 Penalty: 4691.274902
	Iteration 16Q: 3 clusters Score -1377745 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1377788.375000 Penalty: 4691.274902
	Iteration 17Q: 3 clusters Score -1377788 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1377844.625000 Penalty: 4691.274902
	Iteration 18Q: 3 clusters Score -1377845 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1377880.000000 Penalty: 4691.274902
	Iteration 19Q: 3 clusters Score -1377880 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1377916.500000 Penalty: 4691.274902
	Iteration 20F: 3 clusters Score -1377916 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1377951.375000 Penalty: 4691.274902
	Iteration 21Q: 3 clusters Score -1377951 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1377992.500000 Penalty: 4691.274902
	Iteration 22Q: 3 clusters Score -1377992 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1378033.000000 Penalty: 4691.274902
	Iteration 23Q: 3 clusters Score -1378033 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1378070.500000 Penalty: 4691.274902
	Iteration 24Q: 3 clusters Score -1378070 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1378116.000000 Penalty: 4691.274902
	Iteration 25Q: 3 clusters Score -1378116 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1378162.625000 Penalty: 4691.274902
	Iteration 26Q: 3 clusters Score -1378163 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1378215.250000 Penalty: 4691.274902
	Iteration 27Q: 3 clusters Score -1378215 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1378276.750000 Penalty: 4691.274902
	Iteration 28Q: 3 clusters Score -1378277 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1378346.750000 Penalty: 4691.274902
	Iteration 29Q: 3 clusters Score -1378347 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1378411.500000 Penalty: 4691.274902
	Iteration 30Q: 3 clusters Score -1378412 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1378482.750000 Penalty: 4691.274902
	Iteration 31Q: 3 clusters Score -1378483 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1378545.375000 Penalty: 4691.274902
	Iteration 32Q: 3 clusters Score -1378545 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1378606.875000 Penalty: 4691.274902
	Iteration 33Q: 3 clusters Score -1378607 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1378678.125000 Penalty: 4691.274902
	Iteration 34Q: 3 clusters Score -1378678 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1378769.625000 Penalty: 4691.274902
	Iteration 35Q: 3 clusters Score -1378770 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1378863.875000 Penalty: 4691.274902
	Iteration 36Q: 3 clusters Score -1378864 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1378967.125000 Penalty: 4691.274902
	Iteration 37Q: 3 clusters Score -1378967 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1379056.000000 Penalty: 4691.274902
	Iteration 38Q: 3 clusters Score -1379056 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1379132.500000 Penalty: 4691.274902
	Iteration 39Q: 3 clusters Score -1379132 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1379197.125000 Penalty: 4691.274902
	Iteration 40F: 3 clusters Score -1379197 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1379249.375000 Penalty: 4691.274902
	Iteration 41Q: 3 clusters Score -1379249 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1379293.250000 Penalty: 4691.274902
	Iteration 42Q: 3 clusters Score -1379293 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1379315.375000 Penalty: 4691.274902
	Iteration 43Q: 3 clusters Score -1379315 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1379339.250000 Penalty: 4691.274902
	Iteration 44Q: 3 clusters Score -1379339 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1379362.875000 Penalty: 4691.274902
	Iteration 45Q: 3 clusters Score -1379363 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1379375.375000 Penalty: 4691.274902
	Iteration 46Q: 3 clusters Score -1379375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1379389.125000 Penalty: 4691.274902
	Iteration 47Q: 3 clusters Score -1379389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1379397.625000 Penalty: 4691.274902
	Iteration 48Q: 3 clusters Score -1379398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1379401.500000 Penalty: 4691.274902
	Iteration 49Q: 3 clusters Score -1379402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1379404.000000 Penalty: 4691.274902
	Iteration 50Q: 3 clusters Score -1379404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1379406.875000 Penalty: 4691.274902
	Iteration 51Q: 3 clusters Score -1379407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1379409.750000 Penalty: 4691.274902
	Iteration 52Q: 3 clusters Score -1379410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1379407.125000 Penalty: 4691.274902
	Iteration 53Q: 3 clusters Score -1379407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1379409.625000 Penalty: 4691.274902
	Iteration 54Q: 3 clusters Score -1379410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1379408.875000 Penalty: 4691.274902
	Iteration 55Q: 3 clusters Score -1379409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1379412.750000 Penalty: 4691.274902
	Iteration 56Q: 3 clusters Score -1379413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1379416.250000 Penalty: 4691.274902
	Iteration 57Q: 3 clusters Score -1379416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1379416.750000 Penalty: 4691.274902
	Iteration 58Q: 3 clusters Score -1379417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1379418.625000 Penalty: 4691.274902
	Iteration 59Q: 3 clusters Score -1379419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1379419.125000 Penalty: 4691.274902
	Iteration 60F: 3 clusters Score -1379419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1379421.250000 Penalty: 4691.274902
	Iteration 61Q: 3 clusters Score -1379421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1379423.125000 Penalty: 4691.274902
	Iteration 62Q: 3 clusters Score -1379423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1379421.625000 Penalty: 4691.274902
	Iteration 63Q: 3 clusters Score -1379422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1379423.000000 Penalty: 4691.274902
	Iteration 64Q: 3 clusters Score -1379423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1379422.625000 Penalty: 4691.274902
	Iteration 65Q: 3 clusters Score -1379423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1379427.000000 Penalty: 4691.274902
	Iteration 66Q: 3 clusters Score -1379427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1379426.125000 Penalty: 4691.274902
	Iteration 67Q: 3 clusters Score -1379426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1379425.250000 Penalty: 4691.274902
	Iteration 68Q: 3 clusters Score -1379425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1379424.875000 Penalty: 4691.274902
	Iteration 69Q: 3 clusters Score -1379425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1379424.875000 Penalty: 4691.274902
	Iteration 70F: 3 clusters Score -1379425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Entering Unmasked Estep 
Score: -780180.437500 Penalty: 2181.304199
	Iteration 0F: 2 clusters Score -780180.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -774658.687500 Penalty: 4362.608398
	Iteration 0F: 3 clusters Score -774658.7 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -776412.750000 Penalty: 4362.608398
	Iteration 1F: 3 clusters Score -776412.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -776985.250000 Penalty: 4362.608398
	Iteration 2F: 3 clusters Score -776985.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -777527.500000 Penalty: 4362.608398
	Iteration 3F: 3 clusters Score -777527.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -778013.000000 Penalty: 4362.608398
	Iteration 4F: 3 clusters Score -778013 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -778456.437500 Penalty: 4362.608398
	Iteration 5F: 3 clusters Score -778456.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -778787.562500 Penalty: 4362.608398
	Iteration 6F: 3 clusters Score -778787.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -779034.000000 Penalty: 4362.608398
	Iteration 7Q: 3 clusters Score -779034 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -779223.375000 Penalty: 4362.608398
	Iteration 8Q: 3 clusters Score -779223.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -779371.062500 Penalty: 4362.608398
	Iteration 9Q: 3 clusters Score -779371.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -779476.187500 Penalty: 4362.608398
	Iteration 10Q: 3 clusters Score -779476.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -779563.625000 Penalty: 4362.608398
	Iteration 11Q: 3 clusters Score -779563.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -779628.250000 Penalty: 4362.608398
	Iteration 12Q: 3 clusters Score -779628.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -779664.625000 Penalty: 4362.608398
	Iteration 13Q: 3 clusters Score -779664.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -779689.125000 Penalty: 4362.608398
	Iteration 14Q: 3 clusters Score -779689.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -779704.812500 Penalty: 4362.608398
	Iteration 15Q: 3 clusters Score -779704.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -779712.687500 Penalty: 4362.608398
	Iteration 16Q: 3 clusters Score -779712.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -779721.000000 Penalty: 4362.608398
	Iteration 17Q: 3 clusters Score -779721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -779732.875000 Penalty: 4362.608398
	Iteration 18Q: 3 clusters Score -779732.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -779740.687500 Penalty: 4362.608398
	Iteration 19Q: 3 clusters Score -779740.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -779747.125000 Penalty: 4362.608398
	Iteration 20F: 3 clusters Score -779747.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -779755.375000 Penalty: 4362.608398
	Iteration 21Q: 3 clusters Score -779755.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -779761.750000 Penalty: 4362.608398
	Iteration 22Q: 3 clusters Score -779761.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -779767.625000 Penalty: 4362.608398
	Iteration 23Q: 3 clusters Score -779767.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -779770.375000 Penalty: 4362.608398
	Iteration 24Q: 3 clusters Score -779770.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -779776.687500 Penalty: 4362.608398
	Iteration 25Q: 3 clusters Score -779776.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -779777.125000 Penalty: 4362.608398
	Iteration 26Q: 3 clusters Score -779777.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -779779.687500 Penalty: 4362.608398
	Iteration 27Q: 3 clusters Score -779779.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -779787.187500 Penalty: 4362.608398
	Iteration 28Q: 3 clusters Score -779787.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -779792.312500 Penalty: 4362.608398
	Iteration 29Q: 3 clusters Score -779792.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -779802.062500 Penalty: 4362.608398
	Iteration 30Q: 3 clusters Score -779802.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -779805.750000 Penalty: 4362.608398
	Iteration 31Q: 3 clusters Score -779805.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -779813.812500 Penalty: 4362.608398
	Iteration 32Q: 3 clusters Score -779813.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -779819.750000 Penalty: 4362.608398
	Iteration 33Q: 3 clusters Score -779819.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -779820.562500 Penalty: 4362.608398
	Iteration 34Q: 3 clusters Score -779820.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -779822.500000 Penalty: 4362.608398
	Iteration 35Q: 3 clusters Score -779822.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -779825.312500 Penalty: 4362.608398
	Iteration 36Q: 3 clusters Score -779825.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -779825.937500 Penalty: 4362.608398
	Iteration 37Q: 3 clusters Score -779825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -779825.937500 Penalty: 4362.608398
	Iteration 38F: 3 clusters Score -779825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Entering Unmasked Estep 
Score: -749622.125000 Penalty: 2157.975098
	Iteration 0F: 2 clusters Score -749622.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -744476.062500 Penalty: 4315.950195
	Iteration 0F: 3 clusters Score -744476.1 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -745847.000000 Penalty: 4315.950195
	Iteration 1F: 3 clusters Score -745847 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -746070.375000 Penalty: 4315.950195
	Iteration 2F: 3 clusters Score -746070.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -746202.375000 Penalty: 4315.950195
	Iteration 3Q: 3 clusters Score -746202.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -746308.500000 Penalty: 4315.950195
	Iteration 4Q: 3 clusters Score -746308.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -746388.000000 Penalty: 4315.950195
	Iteration 5Q: 3 clusters Score -746388 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -746444.750000 Penalty: 4315.950195
	Iteration 6Q: 3 clusters Score -746444.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -746497.500000 Penalty: 4315.950195
	Iteration 7Q: 3 clusters Score -746497.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -746537.750000 Penalty: 4315.950195
	Iteration 8Q: 3 clusters Score -746537.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -746583.812500 Penalty: 4315.950195
	Iteration 9Q: 3 clusters Score -746583.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -746617.000000 Penalty: 4315.950195
	Iteration 10Q: 3 clusters Score -746617 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -746649.187500 Penalty: 4315.950195
	Iteration 11Q: 3 clusters Score -746649.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -746679.312500 Penalty: 4315.950195
	Iteration 12Q: 3 clusters Score -746679.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -746709.375000 Penalty: 4315.950195
	Iteration 13Q: 3 clusters Score -746709.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -746731.437500 Penalty: 4315.950195
	Iteration 14Q: 3 clusters Score -746731.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -746755.187500 Penalty: 4315.950195
	Iteration 15Q: 3 clusters Score -746755.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -746775.312500 Penalty: 4315.950195
	Iteration 16Q: 3 clusters Score -746775.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -746805.062500 Penalty: 4315.950195
	Iteration 17Q: 3 clusters Score -746805.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -746828.812500 Penalty: 4315.950195
	Iteration 18Q: 3 clusters Score -746828.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -746849.750000 Penalty: 4315.950195
	Iteration 19Q: 3 clusters Score -746849.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -746869.937500 Penalty: 4315.950195
	Iteration 20F: 3 clusters Score -746869.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -746886.500000 Penalty: 4315.950195
	Iteration 21Q: 3 clusters Score -746886.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -746905.500000 Penalty: 4315.950195
	Iteration 22Q: 3 clusters Score -746905.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -746923.625000 Penalty: 4315.950195
	Iteration 23Q: 3 clusters Score -746923.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -746951.625000 Penalty: 4315.950195
	Iteration 24Q: 3 clusters Score -746951.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -746973.000000 Penalty: 4315.950195
	Iteration 25Q: 3 clusters Score -746973 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -746998.812500 Penalty: 4315.950195
	Iteration 26Q: 3 clusters Score -746998.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -747016.562500 Penalty: 4315.950195
	Iteration 27Q: 3 clusters Score -747016.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -747036.687500 Penalty: 4315.950195
	Iteration 28Q: 3 clusters Score -747036.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -747058.437500 Penalty: 4315.950195
	Iteration 29Q: 3 clusters Score -747058.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -747080.625000 Penalty: 4315.950195
	Iteration 30Q: 3 clusters Score -747080.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -747099.187500 Penalty: 4315.950195
	Iteration 31Q: 3 clusters Score -747099.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -747115.750000 Penalty: 4315.950195
	Iteration 32Q: 3 clusters Score -747115.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -747133.250000 Penalty: 4315.950195
	Iteration 33Q: 3 clusters Score -747133.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -747150.812500 Penalty: 4315.950195
	Iteration 34Q: 3 clusters Score -747150.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -747171.437500 Penalty: 4315.950195
	Iteration 35Q: 3 clusters Score -747171.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -747196.125000 Penalty: 4315.950195
	Iteration 36Q: 3 clusters Score -747196.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -747219.312500 Penalty: 4315.950195
	Iteration 37Q: 3 clusters Score -747219.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -747248.062500 Penalty: 4315.950195
	Iteration 38Q: 3 clusters Score -747248.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -747279.687500 Penalty: 4315.950195
	Iteration 39Q: 3 clusters Score -747279.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -747318.375000 Penalty: 4315.950195
	Iteration 40F: 3 clusters Score -747318.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -747359.625000 Penalty: 4315.950195
	Iteration 41Q: 3 clusters Score -747359.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -747391.625000 Penalty: 4315.950195
	Iteration 42Q: 3 clusters Score -747391.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -747423.687500 Penalty: 4315.950195
	Iteration 43Q: 3 clusters Score -747423.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -747451.062500 Penalty: 4315.950195
	Iteration 44Q: 3 clusters Score -747451.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -747471.812500 Penalty: 4315.950195
	Iteration 45Q: 3 clusters Score -747471.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -747492.125000 Penalty: 4315.950195
	Iteration 46Q: 3 clusters Score -747492.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -747509.250000 Penalty: 4315.950195
	Iteration 47Q: 3 clusters Score -747509.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -747526.187500 Penalty: 4315.950195
	Iteration 48Q: 3 clusters Score -747526.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -747543.250000 Penalty: 4315.950195
	Iteration 49Q: 3 clusters Score -747543.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -747558.500000 Penalty: 4315.950195
	Iteration 50Q: 3 clusters Score -747558.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -747567.312500 Penalty: 4315.950195
	Iteration 51Q: 3 clusters Score -747567.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -747578.375000 Penalty: 4315.950195
	Iteration 52Q: 3 clusters Score -747578.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -747588.187500 Penalty: 4315.950195
	Iteration 53Q: 3 clusters Score -747588.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -747604.937500 Penalty: 4315.950195
	Iteration 54Q: 3 clusters Score -747604.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -747619.312500 Penalty: 4315.950195
	Iteration 55Q: 3 clusters Score -747619.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -747631.875000 Penalty: 4315.950195
	Iteration 56Q: 3 clusters Score -747631.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -747642.187500 Penalty: 4315.950195
	Iteration 57Q: 3 clusters Score -747642.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -747649.187500 Penalty: 4315.950195
	Iteration 58Q: 3 clusters Score -747649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -747651.750000 Penalty: 4315.950195
	Iteration 59Q: 3 clusters Score -747651.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -747658.812500 Penalty: 4315.950195
	Iteration 60F: 3 clusters Score -747658.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -747664.437500 Penalty: 4315.950195
	Iteration 61Q: 3 clusters Score -747664.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -747667.250000 Penalty: 4315.950195
	Iteration 62Q: 3 clusters Score -747667.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -747669.750000 Penalty: 4315.950195
	Iteration 63Q: 3 clusters Score -747669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -747671.250000 Penalty: 4315.950195
	Iteration 64Q: 3 clusters Score -747671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -747673.375000 Penalty: 4315.950195
	Iteration 65Q: 3 clusters Score -747673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -747676.125000 Penalty: 4315.950195
	Iteration 66Q: 3 clusters Score -747676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -747680.812500 Penalty: 4315.950195
	Iteration 67Q: 3 clusters Score -747680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -747684.812500 Penalty: 4315.950195
	Iteration 68Q: 3 clusters Score -747684.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -747686.250000 Penalty: 4315.950195
	Iteration 69Q: 3 clusters Score -747686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -747688.562500 Penalty: 4315.950195
	Iteration 70Q: 3 clusters Score -747688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -747692.062500 Penalty: 4315.950195
	Iteration 71Q: 3 clusters Score -747692.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -747693.750000 Penalty: 4315.950195
	Iteration 72Q: 3 clusters Score -747693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -747693.500000 Penalty: 4315.950195
	Iteration 73Q: 3 clusters Score -747693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -747695.312500 Penalty: 4315.950195
	Iteration 74Q: 3 clusters Score -747695.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -747695.312500 Penalty: 4315.950195
	Iteration 75F: 3 clusters Score -747695.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Entering Unmasked Estep 
Score: -354374.906250 Penalty: 1984.751221
	Iteration 0F: 2 clusters Score -354374.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -351118.875000 Penalty: 3969.502441
	Iteration 0F: 3 clusters Score -351118.9 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -351803.093750 Penalty: 3969.502441
	Iteration 1F: 3 clusters Score -351803.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -351981.562500 Penalty: 3969.502441
	Iteration 2F: 3 clusters Score -351981.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -352090.281250 Penalty: 3969.502441
	Iteration 3Q: 3 clusters Score -352090.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -352150.531250 Penalty: 3969.502441
	Iteration 4Q: 3 clusters Score -352150.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -352177.000000 Penalty: 3969.502441
	Iteration 5Q: 3 clusters Score -352177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -352197.968750 Penalty: 3969.502441
	Iteration 6Q: 3 clusters Score -352198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -352211.281250 Penalty: 3969.502441
	Iteration 7Q: 3 clusters Score -352211.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -352216.531250 Penalty: 3969.502441
	Iteration 8Q: 3 clusters Score -352216.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -352220.343750 Penalty: 3969.502441
	Iteration 9Q: 3 clusters Score -352220.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -352223.000000 Penalty: 3969.502441
	Iteration 10Q: 3 clusters Score -352223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -352225.218750 Penalty: 3969.502441
	Iteration 11Q: 3 clusters Score -352225.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -352228.593750 Penalty: 3969.502441
	Iteration 12Q: 3 clusters Score -352228.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -352231.750000 Penalty: 3969.502441
	Iteration 13Q: 3 clusters Score -352231.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -352234.406250 Penalty: 3969.502441
	Iteration 14Q: 3 clusters Score -352234.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -352237.281250 Penalty: 3969.502441
	Iteration 15Q: 3 clusters Score -352237.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -352241.093750 Penalty: 3969.502441
	Iteration 16Q: 3 clusters Score -352241.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -352246.406250 Penalty: 3969.502441
	Iteration 17Q: 3 clusters Score -352246.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -352251.062500 Penalty: 3969.502441
	Iteration 18Q: 3 clusters Score -352251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -352252.531250 Penalty: 3969.502441
	Iteration 19Q: 3 clusters Score -352252.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -352252.937500 Penalty: 3969.502441
	Iteration 20F: 3 clusters Score -352252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -352252.968750 Penalty: 3969.502441
	Iteration 21Q: 3 clusters Score -352253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -352252.968750 Penalty: 3969.502441
	Iteration 22F: 3 clusters Score -352253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -187928.109375 Penalty: 1764.664307
	Iteration 0F: 2 clusters Score -187928.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -185895.937500 Penalty: 3529.328613
	Iteration 0F: 3 clusters Score -185895.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -186644.515625 Penalty: 3529.328613
	Iteration 1F: 3 clusters Score -186644.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -186982.406250 Penalty: 3529.328613
	Iteration 2F: 3 clusters Score -186982.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -187172.953125 Penalty: 3529.328613
	Iteration 3F: 3 clusters Score -187173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -187273.046875 Penalty: 3529.328613
	Iteration 4Q: 3 clusters Score -187273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -187340.453125 Penalty: 3529.328613
	Iteration 5Q: 3 clusters Score -187340.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -187398.437500 Penalty: 3529.328613
	Iteration 6Q: 3 clusters Score -187398.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -187499.875000 Penalty: 3529.328613
	Iteration 7Q: 3 clusters Score -187499.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -187589.828125 Penalty: 3529.328613
	Iteration 8Q: 3 clusters Score -187589.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -187639.187500 Penalty: 3529.328613
	Iteration 9Q: 3 clusters Score -187639.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -187705.734375 Penalty: 3529.328613
	Iteration 10Q: 3 clusters Score -187705.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -187772.578125 Penalty: 3529.328613
	Iteration 11Q: 3 clusters Score -187772.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -187795.750000 Penalty: 3529.328613
	Iteration 12Q: 3 clusters Score -187795.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -187807.343750 Penalty: 3529.328613
	Iteration 13Q: 3 clusters Score -187807.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -187809.187500 Penalty: 3529.328613
	Iteration 14Q: 3 clusters Score -187809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -187816.281250 Penalty: 3529.328613
	Iteration 15Q: 3 clusters Score -187816.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -187819.578125 Penalty: 3529.328613
	Iteration 16Q: 3 clusters Score -187819.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -187821.453125 Penalty: 3529.328613
	Iteration 17Q: 3 clusters Score -187821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -187821.765625 Penalty: 3529.328613
	Iteration 18Q: 3 clusters Score -187821.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -187821.765625 Penalty: 3529.328613
	Iteration 19F: 3 clusters Score -187821.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (8898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Entering Unmasked Estep 
Score: -1053098.500000 Penalty: 2255.208496
	Iteration 0F: 2 clusters Score -1053098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1046154.125000 Penalty: 4510.416992
	Iteration 0F: 3 clusters Score -1046154 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1048139.250000 Penalty: 4510.416992
	Iteration 1F: 3 clusters Score -1048139 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1048491.187500 Penalty: 4510.416992
	Iteration 2F: 3 clusters Score -1048491 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1048768.500000 Penalty: 4510.416992
	Iteration 3F: 3 clusters Score -1048768 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1049018.000000 Penalty: 4510.416992
	Iteration 4Q: 3 clusters Score -1049018 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1049316.250000 Penalty: 4510.416992
	Iteration 5Q: 3 clusters Score -1049316 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1049659.750000 Penalty: 4510.416992
	Iteration 6Q: 3 clusters Score -1049660 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1049980.625000 Penalty: 4510.416992
	Iteration 7Q: 3 clusters Score -1049981 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1050306.000000 Penalty: 4510.416992
	Iteration 8Q: 3 clusters Score -1050306 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1050590.375000 Penalty: 4510.416992
	Iteration 9Q: 3 clusters Score -1050590 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1050819.000000 Penalty: 4510.416992
	Iteration 10Q: 3 clusters Score -1050819 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1051050.375000 Penalty: 4510.416992
	Iteration 11Q: 3 clusters Score -1051050 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1051293.625000 Penalty: 4510.416992
	Iteration 12Q: 3 clusters Score -1051294 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1051554.875000 Penalty: 4510.416992
	Iteration 13Q: 3 clusters Score -1051555 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1051831.500000 Penalty: 4510.416992
	Iteration 14Q: 3 clusters Score -1051832 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1052047.750000 Penalty: 4510.416992
	Iteration 15Q: 3 clusters Score -1052048 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1052186.500000 Penalty: 4510.416992
	Iteration 16Q: 3 clusters Score -1052186 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1052305.750000 Penalty: 4510.416992
	Iteration 17Q: 3 clusters Score -1052306 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1052430.750000 Penalty: 4510.416992
	Iteration 18Q: 3 clusters Score -1052431 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1052535.250000 Penalty: 4510.416992
	Iteration 19Q: 3 clusters Score -1052535 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1052630.625000 Penalty: 4510.416992
	Iteration 20F: 3 clusters Score -1052631 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1052722.500000 Penalty: 4510.416992
	Iteration 21Q: 3 clusters Score -1052722 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1052814.000000 Penalty: 4510.416992
	Iteration 22Q: 3 clusters Score -1052814 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1052897.250000 Penalty: 4510.416992
	Iteration 23Q: 3 clusters Score -1052897 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1052948.875000 Penalty: 4510.416992
	Iteration 24Q: 3 clusters Score -1052949 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1052980.125000 Penalty: 4510.416992
	Iteration 25Q: 3 clusters Score -1052980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1053001.125000 Penalty: 4510.416992
	Iteration 26Q: 3 clusters Score -1053001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1053019.875000 Penalty: 4510.416992
	Iteration 27Q: 3 clusters Score -1053020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1053033.125000 Penalty: 4510.416992
	Iteration 28Q: 3 clusters Score -1053033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1053040.375000 Penalty: 4510.416992
	Iteration 29Q: 3 clusters Score -1053040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1053046.750000 Penalty: 4510.416992
	Iteration 30Q: 3 clusters Score -1053047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1053052.625000 Penalty: 4510.416992
	Iteration 31Q: 3 clusters Score -1053053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1053056.125000 Penalty: 4510.416992
	Iteration 32Q: 3 clusters Score -1053056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1053060.250000 Penalty: 4510.416992
	Iteration 33Q: 3 clusters Score -1053060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1053059.875000 Penalty: 4510.416992
	Iteration 34Q: 3 clusters Score -1053060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1053062.875000 Penalty: 4510.416992
	Iteration 35Q: 3 clusters Score -1053063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1053064.250000 Penalty: 4510.416992
	Iteration 36Q: 3 clusters Score -1053064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1053064.500000 Penalty: 4510.416992
	Iteration 37Q: 3 clusters Score -1053064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1053064.500000 Penalty: 4510.416992
	Iteration 38F: 3 clusters Score -1053064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -95804.601562 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -95804.6 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 481 members 
Entering Unmasked Estep 
Score: -93950.679688 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -93950.68 nChanged 221
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: -94248.664062 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -94248.66 nChanged 82
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: -94394.757812 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -94394.76 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -94534.179688 Penalty: 3401.326904
	Iteration 3F: 3 clusters Score -94534.18 nChanged 52
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: -94679.898438 Penalty: 3401.326904
	Iteration 4F: 3 clusters Score -94679.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -94763.125000 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -94763.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -94851.179688 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -94851.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94960.929688 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -94960.93 nChanged 23
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: -95039.648438 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -95039.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -95125.367188 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -95125.37 nChanged 23
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: -95227.140625 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -95227.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -95285.476562 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -95285.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -95337.210938 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -95337.21 nChanged 12
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: -95380.109375 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -95380.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -95416.156250 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -95416.16 nChanged 9
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: -95440.953125 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -95440.95 nChanged 9
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: -95461.921875 Penalty: 3401.326904
	Iteration 16Q: 3 clusters Score -95461.92 nChanged 9
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: -95484.445312 Penalty: 3401.326904
	Iteration 17Q: 3 clusters Score -95484.45 nChanged 8
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: -95507.171875 Penalty: 3401.326904
	Iteration 18Q: 3 clusters Score -95507.17 nChanged 2
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: -95510.093750 Penalty: 3401.326904
	Iteration 19Q: 3 clusters Score -95510.09 nChanged 1
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: -95512.046875 Penalty: 3401.326904
	Iteration 20F: 3 clusters Score -95512.05 nChanged 1
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: -95513.359375 Penalty: 3401.326904
	Iteration 21Q: 3 clusters Score -95513.36 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: -95514.554688 Penalty: 3401.326904
	Iteration 22Q: 3 clusters Score -95514.55 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: -95514.554688 Penalty: 3401.326904
	Iteration 23F: 3 clusters Score -95514.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -306371.437500 Penalty: 1945.274536
	Iteration 0F: 2 clusters Score -306371.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -303402.656250 Penalty: 3890.549072
	Iteration 0F: 3 clusters Score -303402.7 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -303943.250000 Penalty: 3890.549072
	Iteration 1F: 3 clusters Score -303943.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -304077.937500 Penalty: 3890.549072
	Iteration 2F: 3 clusters Score -304077.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -304145.187500 Penalty: 3890.549072
	Iteration 3Q: 3 clusters Score -304145.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -304198.625000 Penalty: 3890.549072
	Iteration 4Q: 3 clusters Score -304198.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -304233.593750 Penalty: 3890.549072
	Iteration 5Q: 3 clusters Score -304233.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -304267.843750 Penalty: 3890.549072
	Iteration 6Q: 3 clusters Score -304267.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -304300.500000 Penalty: 3890.549072
	Iteration 7Q: 3 clusters Score -304300.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -304324.437500 Penalty: 3890.549072
	Iteration 8Q: 3 clusters Score -304324.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -304350.750000 Penalty: 3890.549072
	Iteration 9Q: 3 clusters Score -304350.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -304371.312500 Penalty: 3890.549072
	Iteration 10Q: 3 clusters Score -304371.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -304395.062500 Penalty: 3890.549072
	Iteration 11Q: 3 clusters Score -304395.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -304415.750000 Penalty: 3890.549072
	Iteration 12Q: 3 clusters Score -304415.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -304436.062500 Penalty: 3890.549072
	Iteration 13Q: 3 clusters Score -304436.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -304453.250000 Penalty: 3890.549072
	Iteration 14Q: 3 clusters Score -304453.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -304470.312500 Penalty: 3890.549072
	Iteration 15Q: 3 clusters Score -304470.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -304486.562500 Penalty: 3890.549072
	Iteration 16Q: 3 clusters Score -304486.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -304498.031250 Penalty: 3890.549072
	Iteration 17Q: 3 clusters Score -304498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -304503.656250 Penalty: 3890.549072
	Iteration 18Q: 3 clusters Score -304503.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -304505.656250 Penalty: 3890.549072
	Iteration 19Q: 3 clusters Score -304505.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -304507.875000 Penalty: 3890.549072
	Iteration 20F: 3 clusters Score -304507.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -304509.656250 Penalty: 3890.549072
	Iteration 21Q: 3 clusters Score -304509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -304510.156250 Penalty: 3890.549072
	Iteration 22Q: 3 clusters Score -304510.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -304513.250000 Penalty: 3890.549072
	Iteration 23Q: 3 clusters Score -304513.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -304516.781250 Penalty: 3890.549072
	Iteration 24Q: 3 clusters Score -304516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -304517.062500 Penalty: 3890.549072
	Iteration 25Q: 3 clusters Score -304517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -304518.718750 Penalty: 3890.549072
	Iteration 26Q: 3 clusters Score -304518.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -304521.625000 Penalty: 3890.549072
	Iteration 27Q: 3 clusters Score -304521.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -304523.375000 Penalty: 3890.549072
	Iteration 28Q: 3 clusters Score -304523.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -304523.875000 Penalty: 3890.549072
	Iteration 29Q: 3 clusters Score -304523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -304526.593750 Penalty: 3890.549072
	Iteration 30Q: 3 clusters Score -304526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -304528.000000 Penalty: 3890.549072
	Iteration 31Q: 3 clusters Score -304528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -304530.718750 Penalty: 3890.549072
	Iteration 32Q: 3 clusters Score -304530.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -304533.625000 Penalty: 3890.549072
	Iteration 33Q: 3 clusters Score -304533.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -304537.968750 Penalty: 3890.549072
	Iteration 34Q: 3 clusters Score -304538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -304542.031250 Penalty: 3890.549072
	Iteration 35Q: 3 clusters Score -304542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -304545.218750 Penalty: 3890.549072
	Iteration 36Q: 3 clusters Score -304545.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -304546.687500 Penalty: 3890.549072
	Iteration 37Q: 3 clusters Score -304546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -304548.718750 Penalty: 3890.549072
	Iteration 38Q: 3 clusters Score -304548.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -304548.718750 Penalty: 3890.549072
	Iteration 39F: 3 clusters Score -304548.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -97986.390625 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -97986.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -96415.531250 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -96415.53 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -96897.679688 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -96897.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -97075.460938 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -97075.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -97175.296875 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -97175.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -97250.046875 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -97250.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -97312.062500 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -97312.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97335.406250 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -97335.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97342.476562 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -97342.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -97344.953125 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -97344.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97345.734375 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -97345.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97345.734375 Penalty: 3234.228271
	Iteration 10F: 3 clusters Score -97345.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Entering Unmasked Estep 
Score: -283479.625000 Penalty: 1928.372559
	Iteration 0F: 2 clusters Score -283479.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -280579.156250 Penalty: 3856.745117
	Iteration 0F: 3 clusters Score -280579.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -281119.093750 Penalty: 3856.745117
	Iteration 1F: 3 clusters Score -281119.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -281291.531250 Penalty: 3856.745117
	Iteration 2F: 3 clusters Score -281291.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -281420.375000 Penalty: 3856.745117
	Iteration 3F: 3 clusters Score -281420.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -281573.437500 Penalty: 3856.745117
	Iteration 4F: 3 clusters Score -281573.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -281744.343750 Penalty: 3856.745117
	Iteration 5F: 3 clusters Score -281744.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -281930.218750 Penalty: 3856.745117
	Iteration 6F: 3 clusters Score -281930.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -282068.031250 Penalty: 3856.745117
	Iteration 7Q: 3 clusters Score -282068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -282152.500000 Penalty: 3856.745117
	Iteration 8Q: 3 clusters Score -282152.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -282226.750000 Penalty: 3856.745117
	Iteration 9Q: 3 clusters Score -282226.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -282271.156250 Penalty: 3856.745117
	Iteration 10Q: 3 clusters Score -282271.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -282303.156250 Penalty: 3856.745117
	Iteration 11Q: 3 clusters Score -282303.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -282322.281250 Penalty: 3856.745117
	Iteration 12Q: 3 clusters Score -282322.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -282335.343750 Penalty: 3856.745117
	Iteration 13Q: 3 clusters Score -282335.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -282348.343750 Penalty: 3856.745117
	Iteration 14Q: 3 clusters Score -282348.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -282356.312500 Penalty: 3856.745117
	Iteration 15Q: 3 clusters Score -282356.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -282360.250000 Penalty: 3856.745117
	Iteration 16Q: 3 clusters Score -282360.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -282361.843750 Penalty: 3856.745117
	Iteration 17Q: 3 clusters Score -282361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -282362.093750 Penalty: 3856.745117
	Iteration 18Q: 3 clusters Score -282362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -282362.093750 Penalty: 3856.745117
	Iteration 19F: 3 clusters Score -282362.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (16559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Entering Unmasked Estep 
Score: -2057014.875000 Penalty: 2409.241943
	Iteration 0F: 2 clusters Score -2057015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2045218.375000 Penalty: 4818.483887
	Iteration 0F: 3 clusters Score -2045218 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2049194.500000 Penalty: 4818.483887
	Iteration 1F: 3 clusters Score -2049194 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2049985.875000 Penalty: 4818.483887
	Iteration 2F: 3 clusters Score -2049986 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2050969.625000 Penalty: 4818.483887
	Iteration 3F: 3 clusters Score -2050970 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2052114.250000 Penalty: 4818.483887
	Iteration 4F: 3 clusters Score -2052114 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2053146.125000 Penalty: 4818.483887
	Iteration 5F: 3 clusters Score -2053146 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2053806.500000 Penalty: 4818.483887
	Iteration 6F: 3 clusters Score -2053806 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2054176.750000 Penalty: 4818.483887
	Iteration 7Q: 3 clusters Score -2054177 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2054343.625000 Penalty: 4818.483887
	Iteration 8Q: 3 clusters Score -2054344 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2054440.000000 Penalty: 4818.483887
	Iteration 9Q: 3 clusters Score -2054440 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2054503.750000 Penalty: 4818.483887
	Iteration 10Q: 3 clusters Score -2054504 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2054551.625000 Penalty: 4818.483887
	Iteration 11Q: 3 clusters Score -2054552 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2054584.375000 Penalty: 4818.483887
	Iteration 12Q: 3 clusters Score -2054584 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2054612.500000 Penalty: 4818.483887
	Iteration 13Q: 3 clusters Score -2054612 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2054641.125000 Penalty: 4818.483887
	Iteration 14Q: 3 clusters Score -2054641 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2054663.125000 Penalty: 4818.483887
	Iteration 15Q: 3 clusters Score -2054663 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2054695.625000 Penalty: 4818.483887
	Iteration 16Q: 3 clusters Score -2054696 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2054722.125000 Penalty: 4818.483887
	Iteration 17Q: 3 clusters Score -2054722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2054743.250000 Penalty: 4818.483887
	Iteration 18Q: 3 clusters Score -2054743 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2054772.125000 Penalty: 4818.483887
	Iteration 19Q: 3 clusters Score -2054772 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2054791.875000 Penalty: 4818.483887
	Iteration 20F: 3 clusters Score -2054792 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2054811.000000 Penalty: 4818.483887
	Iteration 21Q: 3 clusters Score -2054811 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2054835.125000 Penalty: 4818.483887
	Iteration 22Q: 3 clusters Score -2054835 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2054853.250000 Penalty: 4818.483887
	Iteration 23Q: 3 clusters Score -2054853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2054870.625000 Penalty: 4818.483887
	Iteration 24Q: 3 clusters Score -2054871 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2054888.250000 Penalty: 4818.483887
	Iteration 25Q: 3 clusters Score -2054888 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2054903.375000 Penalty: 4818.483887
	Iteration 26Q: 3 clusters Score -2054903 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2054916.125000 Penalty: 4818.483887
	Iteration 27Q: 3 clusters Score -2054916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2054927.750000 Penalty: 4818.483887
	Iteration 28Q: 3 clusters Score -2054928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2054942.375000 Penalty: 4818.483887
	Iteration 29Q: 3 clusters Score -2054942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2054954.125000 Penalty: 4818.483887
	Iteration 30Q: 3 clusters Score -2054954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2054972.250000 Penalty: 4818.483887
	Iteration 31Q: 3 clusters Score -2054972 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2054989.625000 Penalty: 4818.483887
	Iteration 32Q: 3 clusters Score -2054990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2055013.875000 Penalty: 4818.483887
	Iteration 33Q: 3 clusters Score -2055014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2055015.875000 Penalty: 4818.483887
	Iteration 34Q: 3 clusters Score -2055016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2055023.125000 Penalty: 4818.483887
	Iteration 35Q: 3 clusters Score -2055023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2055032.500000 Penalty: 4818.483887
	Iteration 36Q: 3 clusters Score -2055032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2055044.125000 Penalty: 4818.483887
	Iteration 37Q: 3 clusters Score -2055044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2055062.500000 Penalty: 4818.483887
	Iteration 38Q: 3 clusters Score -2055062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2055068.125000 Penalty: 4818.483887
	Iteration 39Q: 3 clusters Score -2055068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2055072.750000 Penalty: 4818.483887
	Iteration 40F: 3 clusters Score -2055073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2055075.375000 Penalty: 4818.483887
	Iteration 41Q: 3 clusters Score -2055075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2055083.250000 Penalty: 4818.483887
	Iteration 42Q: 3 clusters Score -2055083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2055089.875000 Penalty: 4818.483887
	Iteration 43Q: 3 clusters Score -2055090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2055091.875000 Penalty: 4818.483887
	Iteration 44Q: 3 clusters Score -2055092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2055092.375000 Penalty: 4818.483887
	Iteration 45Q: 3 clusters Score -2055092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2055104.625000 Penalty: 4818.483887
	Iteration 46Q: 3 clusters Score -2055105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2055108.750000 Penalty: 4818.483887
	Iteration 47Q: 3 clusters Score -2055109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2055109.625000 Penalty: 4818.483887
	Iteration 48Q: 3 clusters Score -2055110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2055117.375000 Penalty: 4818.483887
	Iteration 49Q: 3 clusters Score -2055117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2055116.875000 Penalty: 4818.483887
	Iteration 50Q: 3 clusters Score -2055117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2055118.875000 Penalty: 4818.483887
	Iteration 51Q: 3 clusters Score -2055119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2055119.875000 Penalty: 4818.483887
	Iteration 52Q: 3 clusters Score -2055120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2055119.500000 Penalty: 4818.483887
	Iteration 53Q: 3 clusters Score -2055120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2055120.500000 Penalty: 4818.483887
	Iteration 54Q: 3 clusters Score -2055120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2055121.250000 Penalty: 4818.483887
	Iteration 55Q: 3 clusters Score -2055121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2055125.625000 Penalty: 4818.483887
	Iteration 56Q: 3 clusters Score -2055126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2055125.250000 Penalty: 4818.483887
	Iteration 57Q: 3 clusters Score -2055125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2055130.250000 Penalty: 4818.483887
	Iteration 58Q: 3 clusters Score -2055130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2055135.000000 Penalty: 4818.483887
	Iteration 59Q: 3 clusters Score -2055135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2055134.875000 Penalty: 4818.483887
	Iteration 60F: 3 clusters Score -2055135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2055141.125000 Penalty: 4818.483887
	Iteration 61Q: 3 clusters Score -2055141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2055140.375000 Penalty: 4818.483887
	Iteration 62Q: 3 clusters Score -2055140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2055150.125000 Penalty: 4818.483887
	Iteration 63Q: 3 clusters Score -2055150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2055151.750000 Penalty: 4818.483887
	Iteration 64Q: 3 clusters Score -2055152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2055157.125000 Penalty: 4818.483887
	Iteration 65Q: 3 clusters Score -2055157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2055161.750000 Penalty: 4818.483887
	Iteration 66Q: 3 clusters Score -2055162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2055164.500000 Penalty: 4818.483887
	Iteration 67Q: 3 clusters Score -2055164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2055167.125000 Penalty: 4818.483887
	Iteration 68Q: 3 clusters Score -2055167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2055166.875000 Penalty: 4818.483887
	Iteration 69Q: 3 clusters Score -2055167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2055167.625000 Penalty: 4818.483887
	Iteration 70Q: 3 clusters Score -2055168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2055170.250000 Penalty: 4818.483887
	Iteration 71Q: 3 clusters Score -2055170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2055171.875000 Penalty: 4818.483887
	Iteration 72Q: 3 clusters Score -2055172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2055170.375000 Penalty: 4818.483887
	Iteration 73Q: 3 clusters Score -2055170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2055179.125000 Penalty: 4818.483887
	Iteration 74Q: 3 clusters Score -2055179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2055185.125000 Penalty: 4818.483887
	Iteration 75Q: 3 clusters Score -2055185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2055186.750000 Penalty: 4818.483887
	Iteration 76Q: 3 clusters Score -2055187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2055192.375000 Penalty: 4818.483887
	Iteration 77Q: 3 clusters Score -2055192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2055189.500000 Penalty: 4818.483887
	Iteration 78Q: 3 clusters Score -2055190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2055191.500000 Penalty: 4818.483887
	Iteration 79Q: 3 clusters Score -2055192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2055188.500000 Penalty: 4818.483887
	Iteration 80F: 3 clusters Score -2055188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2055193.000000 Penalty: 4818.483887
	Iteration 81Q: 3 clusters Score -2055193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2055192.250000 Penalty: 4818.483887
	Iteration 82Q: 3 clusters Score -2055192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2055195.250000 Penalty: 4818.483887
	Iteration 83Q: 3 clusters Score -2055195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2055192.750000 Penalty: 4818.483887
	Iteration 84Q: 3 clusters Score -2055193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2055191.625000 Penalty: 4818.483887
	Iteration 85Q: 3 clusters Score -2055192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2055191.375000 Penalty: 4818.483887
	Iteration 86Q: 3 clusters Score -2055191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2055194.000000 Penalty: 4818.483887
	Iteration 87Q: 3 clusters Score -2055194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2055191.125000 Penalty: 4818.483887
	Iteration 88Q: 3 clusters Score -2055191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2055191.750000 Penalty: 4818.483887
	Iteration 89Q: 3 clusters Score -2055192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2055194.500000 Penalty: 4818.483887
	Iteration 90Q: 3 clusters Score -2055194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2055195.500000 Penalty: 4818.483887
	Iteration 91Q: 3 clusters Score -2055196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2055197.500000 Penalty: 4818.483887
	Iteration 92Q: 3 clusters Score -2055198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2055198.750000 Penalty: 4818.483887
	Iteration 93Q: 3 clusters Score -2055199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2055197.750000 Penalty: 4818.483887
	Iteration 94Q: 3 clusters Score -2055198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2055200.125000 Penalty: 4818.483887
	Iteration 95Q: 3 clusters Score -2055200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2055198.875000 Penalty: 4818.483887
	Iteration 96Q: 3 clusters Score -2055199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2055198.875000 Penalty: 4818.483887
	Iteration 97F: 3 clusters Score -2055199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -244122.312500 Penalty: 1897.477783
	Iteration 0F: 2 clusters Score -244122.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -241382.343750 Penalty: 3794.955566
	Iteration 0F: 3 clusters Score -241382.3 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -241878.625000 Penalty: 3794.955566
	Iteration 1F: 3 clusters Score -241878.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -242030.515625 Penalty: 3794.955566
	Iteration 2F: 3 clusters Score -242030.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -242157.015625 Penalty: 3794.955566
	Iteration 3F: 3 clusters Score -242157 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -242239.046875 Penalty: 3794.955566
	Iteration 4Q: 3 clusters Score -242239 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -242311.750000 Penalty: 3794.955566
	Iteration 5Q: 3 clusters Score -242311.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -242368.515625 Penalty: 3794.955566
	Iteration 6Q: 3 clusters Score -242368.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -242425.328125 Penalty: 3794.955566
	Iteration 7Q: 3 clusters Score -242425.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -242468.015625 Penalty: 3794.955566
	Iteration 8Q: 3 clusters Score -242468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -242502.171875 Penalty: 3794.955566
	Iteration 9Q: 3 clusters Score -242502.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -242524.796875 Penalty: 3794.955566
	Iteration 10Q: 3 clusters Score -242524.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -242535.718750 Penalty: 3794.955566
	Iteration 11Q: 3 clusters Score -242535.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -242548.453125 Penalty: 3794.955566
	Iteration 12Q: 3 clusters Score -242548.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -242560.171875 Penalty: 3794.955566
	Iteration 13Q: 3 clusters Score -242560.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -242565.890625 Penalty: 3794.955566
	Iteration 14Q: 3 clusters Score -242565.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -242569.828125 Penalty: 3794.955566
	Iteration 15Q: 3 clusters Score -242569.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -242572.656250 Penalty: 3794.955566
	Iteration 16Q: 3 clusters Score -242572.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -242575.718750 Penalty: 3794.955566
	Iteration 17Q: 3 clusters Score -242575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -242577.859375 Penalty: 3794.955566
	Iteration 18Q: 3 clusters Score -242577.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -242580.750000 Penalty: 3794.955566
	Iteration 19Q: 3 clusters Score -242580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -242583.437500 Penalty: 3794.955566
	Iteration 20F: 3 clusters Score -242583.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -242583.953125 Penalty: 3794.955566
	Iteration 21Q: 3 clusters Score -242584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -242584.890625 Penalty: 3794.955566
	Iteration 22Q: 3 clusters Score -242584.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -242584.890625 Penalty: 3794.955566
	Iteration 23F: 3 clusters Score -242584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -519190.718750 Penalty: 2083.586426
	Iteration 0F: 2 clusters Score -519190.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -515047.093750 Penalty: 4167.172852
	Iteration 0F: 3 clusters Score -515047.1 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -516079.218750 Penalty: 4167.172852
	Iteration 1F: 3 clusters Score -516079.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -516346.343750 Penalty: 4167.172852
	Iteration 2F: 3 clusters Score -516346.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -516521.968750 Penalty: 4167.172852
	Iteration 3F: 3 clusters Score -516522 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -516687.781250 Penalty: 4167.172852
	Iteration 4F: 3 clusters Score -516687.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -516847.656250 Penalty: 4167.172852
	Iteration 5Q: 3 clusters Score -516847.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -517000.750000 Penalty: 4167.172852
	Iteration 6Q: 3 clusters Score -517000.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -517157.531250 Penalty: 4167.172852
	Iteration 7Q: 3 clusters Score -517157.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -517287.156250 Penalty: 4167.172852
	Iteration 8Q: 3 clusters Score -517287.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -517372.781250 Penalty: 4167.172852
	Iteration 9Q: 3 clusters Score -517372.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -517421.875000 Penalty: 4167.172852
	Iteration 10Q: 3 clusters Score -517421.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -517464.875000 Penalty: 4167.172852
	Iteration 11Q: 3 clusters Score -517464.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -517504.312500 Penalty: 4167.172852
	Iteration 12Q: 3 clusters Score -517504.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -517526.937500 Penalty: 4167.172852
	Iteration 13Q: 3 clusters Score -517526.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -517549.875000 Penalty: 4167.172852
	Iteration 14Q: 3 clusters Score -517549.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -517575.875000 Penalty: 4167.172852
	Iteration 15Q: 3 clusters Score -517575.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -517606.656250 Penalty: 4167.172852
	Iteration 16Q: 3 clusters Score -517606.7 nChanged 46
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: -517632.250000 Penalty: 4167.172852
	Iteration 17Q: 3 clusters Score -517632.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -517659.968750 Penalty: 4167.172852
	Iteration 18Q: 3 clusters Score -517660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -517678.250000 Penalty: 4167.172852
	Iteration 19Q: 3 clusters Score -517678.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -517698.812500 Penalty: 4167.172852
	Iteration 20F: 3 clusters Score -517698.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -517721.000000 Penalty: 4167.172852
	Iteration 21Q: 3 clusters Score -517721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -517737.562500 Penalty: 4167.172852
	Iteration 22Q: 3 clusters Score -517737.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -517756.031250 Penalty: 4167.172852
	Iteration 23Q: 3 clusters Score -517756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -517766.343750 Penalty: 4167.172852
	Iteration 24Q: 3 clusters Score -517766.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -517772.781250 Penalty: 4167.172852
	Iteration 25Q: 3 clusters Score -517772.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -517779.375000 Penalty: 4167.172852
	Iteration 26Q: 3 clusters Score -517779.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -517782.718750 Penalty: 4167.172852
	Iteration 27Q: 3 clusters Score -517782.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -517786.718750 Penalty: 4167.172852
	Iteration 28Q: 3 clusters Score -517786.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -517789.062500 Penalty: 4167.172852
	Iteration 29Q: 3 clusters Score -517789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -517791.062500 Penalty: 4167.172852
	Iteration 30Q: 3 clusters Score -517791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -517790.375000 Penalty: 4167.172852
	Iteration 31Q: 3 clusters Score -517790.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -517790.906250 Penalty: 4167.172852
	Iteration 32Q: 3 clusters Score -517790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -517790.906250 Penalty: 4167.172852
	Iteration 33F: 3 clusters Score -517790.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (16053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Entering Unmasked Estep 
Score: -1968323.625000 Penalty: 2401.545410
	Iteration 0F: 2 clusters Score -1968324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1956724.500000 Penalty: 4803.090820
	Iteration 0F: 3 clusters Score -1956724 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1960495.250000 Penalty: 4803.090820
	Iteration 1F: 3 clusters Score -1960495 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1961089.875000 Penalty: 4803.090820
	Iteration 2F: 3 clusters Score -1961090 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1961655.750000 Penalty: 4803.090820
	Iteration 3F: 3 clusters Score -1961656 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1962176.250000 Penalty: 4803.090820
	Iteration 4F: 3 clusters Score -1962176 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1962705.750000 Penalty: 4803.090820
	Iteration 5F: 3 clusters Score -1962706 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1963276.000000 Penalty: 4803.090820
	Iteration 6F: 3 clusters Score -1963276 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1963868.250000 Penalty: 4803.090820
	Iteration 7F: 3 clusters Score -1963868 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1964472.750000 Penalty: 4803.090820
	Iteration 8Q: 3 clusters Score -1964473 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1965042.500000 Penalty: 4803.090820
	Iteration 9Q: 3 clusters Score -1965042 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1965538.625000 Penalty: 4803.090820
	Iteration 10Q: 3 clusters Score -1965539 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1965857.125000 Penalty: 4803.090820
	Iteration 11Q: 3 clusters Score -1965857 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1966051.875000 Penalty: 4803.090820
	Iteration 12Q: 3 clusters Score -1966052 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1966166.750000 Penalty: 4803.090820
	Iteration 13Q: 3 clusters Score -1966167 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1966248.625000 Penalty: 4803.090820
	Iteration 14Q: 3 clusters Score -1966249 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1966317.750000 Penalty: 4803.090820
	Iteration 15Q: 3 clusters Score -1966318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1966350.625000 Penalty: 4803.090820
	Iteration 16Q: 3 clusters Score -1966351 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1966398.125000 Penalty: 4803.090820
	Iteration 17Q: 3 clusters Score -1966398 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1966424.625000 Penalty: 4803.090820
	Iteration 18Q: 3 clusters Score -1966425 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1966444.375000 Penalty: 4803.090820
	Iteration 19Q: 3 clusters Score -1966444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1966459.750000 Penalty: 4803.090820
	Iteration 20F: 3 clusters Score -1966460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1966482.250000 Penalty: 4803.090820
	Iteration 21Q: 3 clusters Score -1966482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1966488.750000 Penalty: 4803.090820
	Iteration 22Q: 3 clusters Score -1966489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1966495.750000 Penalty: 4803.090820
	Iteration 23Q: 3 clusters Score -1966496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1966502.500000 Penalty: 4803.090820
	Iteration 24Q: 3 clusters Score -1966502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1966509.250000 Penalty: 4803.090820
	Iteration 25Q: 3 clusters Score -1966509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1966515.375000 Penalty: 4803.090820
	Iteration 26Q: 3 clusters Score -1966515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1966518.125000 Penalty: 4803.090820
	Iteration 27Q: 3 clusters Score -1966518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1966522.125000 Penalty: 4803.090820
	Iteration 28Q: 3 clusters Score -1966522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1966521.375000 Penalty: 4803.090820
	Iteration 29Q: 3 clusters Score -1966521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1966532.500000 Penalty: 4803.090820
	Iteration 30Q: 3 clusters Score -1966532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1966529.500000 Penalty: 4803.090820
	Iteration 31Q: 3 clusters Score -1966530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1966536.125000 Penalty: 4803.090820
	Iteration 32Q: 3 clusters Score -1966536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1966537.625000 Penalty: 4803.090820
	Iteration 33Q: 3 clusters Score -1966538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1966537.500000 Penalty: 4803.090820
	Iteration 34Q: 3 clusters Score -1966538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1966539.875000 Penalty: 4803.090820
	Iteration 35Q: 3 clusters Score -1966540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1966540.875000 Penalty: 4803.090820
	Iteration 36Q: 3 clusters Score -1966541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1966540.250000 Penalty: 4803.090820
	Iteration 37Q: 3 clusters Score -1966540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1966540.875000 Penalty: 4803.090820
	Iteration 38Q: 3 clusters Score -1966541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1966539.875000 Penalty: 4803.090820
	Iteration 39Q: 3 clusters Score -1966540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1966541.000000 Penalty: 4803.090820
	Iteration 40F: 3 clusters Score -1966541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1966543.375000 Penalty: 4803.090820
	Iteration 41Q: 3 clusters Score -1966543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1966538.250000 Penalty: 4803.090820
	Iteration 42Q: 3 clusters Score -1966538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1966541.875000 Penalty: 4803.090820
	Iteration 43Q: 3 clusters Score -1966542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1966543.375000 Penalty: 4803.090820
	Iteration 44Q: 3 clusters Score -1966543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1966545.375000 Penalty: 4803.090820
	Iteration 45Q: 3 clusters Score -1966545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1966542.750000 Penalty: 4803.090820
	Iteration 46Q: 3 clusters Score -1966543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1966545.750000 Penalty: 4803.090820
	Iteration 47Q: 3 clusters Score -1966546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1966545.000000 Penalty: 4803.090820
	Iteration 48Q: 3 clusters Score -1966545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1966547.625000 Penalty: 4803.090820
	Iteration 49Q: 3 clusters Score -1966548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1966548.125000 Penalty: 4803.090820
	Iteration 50Q: 3 clusters Score -1966548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1966548.125000 Penalty: 4803.090820
	Iteration 51F: 3 clusters Score -1966548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (28709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Entering Unmasked Estep 
Score: -3430080.250000 Penalty: 2545.711670
	Iteration 0F: 2 clusters Score -3430080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3410347.000000 Penalty: 5091.423340
	Iteration 0F: 3 clusters Score -3410347 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3417565.250000 Penalty: 5091.423340
	Iteration 1F: 3 clusters Score -3417565 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3418119.250000 Penalty: 5091.423340
	Iteration 2F: 3 clusters Score -3418119 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3418607.750000 Penalty: 5091.423340
	Iteration 3Q: 3 clusters Score -3418608 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3419119.500000 Penalty: 5091.423340
	Iteration 4Q: 3 clusters Score -3419120 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -3419722.250000 Penalty: 5091.423340
	Iteration 5Q: 3 clusters Score -3419722 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3420489.000000 Penalty: 5091.423340
	Iteration 6Q: 3 clusters Score -3420489 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3421570.000000 Penalty: 5091.423340
	Iteration 7F: 3 clusters Score -3421570 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3422908.750000 Penalty: 5091.423340
	Iteration 8F: 3 clusters Score -3422909 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3424421.000000 Penalty: 5091.423340
	Iteration 9F: 3 clusters Score -3424421 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3425897.250000 Penalty: 5091.423340
	Iteration 10F: 3 clusters Score -3425897 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3426982.500000 Penalty: 5091.423340
	Iteration 11Q: 3 clusters Score -3426982 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3427695.250000 Penalty: 5091.423340
	Iteration 12Q: 3 clusters Score -3427695 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3428102.250000 Penalty: 5091.423340
	Iteration 13Q: 3 clusters Score -3428102 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3428307.500000 Penalty: 5091.423340
	Iteration 14Q: 3 clusters Score -3428308 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3428432.250000 Penalty: 5091.423340
	Iteration 15Q: 3 clusters Score -3428432 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3428501.500000 Penalty: 5091.423340
	Iteration 16Q: 3 clusters Score -3428502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3428553.250000 Penalty: 5091.423340
	Iteration 17Q: 3 clusters Score -3428553 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3428570.000000 Penalty: 5091.423340
	Iteration 18Q: 3 clusters Score -3428570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3428586.500000 Penalty: 5091.423340
	Iteration 19Q: 3 clusters Score -3428586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3428598.500000 Penalty: 5091.423340
	Iteration 20F: 3 clusters Score -3428598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3428610.000000 Penalty: 5091.423340
	Iteration 21Q: 3 clusters Score -3428610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3428612.750000 Penalty: 5091.423340
	Iteration 22Q: 3 clusters Score -3428613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3428615.000000 Penalty: 5091.423340
	Iteration 23Q: 3 clusters Score -3428615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3428618.250000 Penalty: 5091.423340
	Iteration 24Q: 3 clusters Score -3428618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3428629.500000 Penalty: 5091.423340
	Iteration 25Q: 3 clusters Score -3428630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3428630.750000 Penalty: 5091.423340
	Iteration 26Q: 3 clusters Score -3428631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3428635.000000 Penalty: 5091.423340
	Iteration 27Q: 3 clusters Score -3428635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3428636.250000 Penalty: 5091.423340
	Iteration 28Q: 3 clusters Score -3428636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3428633.750000 Penalty: 5091.423340
	Iteration 29Q: 3 clusters Score -3428634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3428634.500000 Penalty: 5091.423340
	Iteration 30Q: 3 clusters Score -3428634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3428636.000000 Penalty: 5091.423340
	Iteration 31Q: 3 clusters Score -3428636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3428633.750000 Penalty: 5091.423340
	Iteration 32Q: 3 clusters Score -3428634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3428633.750000 Penalty: 5091.423340
	Iteration 33F: 3 clusters Score -3428634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (32600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Entering Unmasked Estep 
Score: -3921928.000000 Penalty: 2577.232910
	Iteration 0F: 2 clusters Score -3921928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3899603.250000 Penalty: 5154.465820
	Iteration 0F: 3 clusters Score -3899603 nChanged 14948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3907728.750000 Penalty: 5154.465820
	Iteration 1F: 3 clusters Score -3907729 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3908266.250000 Penalty: 5154.465820
	Iteration 2Q: 3 clusters Score -3908266 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3908858.500000 Penalty: 5154.465820
	Iteration 3Q: 3 clusters Score -3908858 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3909722.250000 Penalty: 5154.465820
	Iteration 4F: 3 clusters Score -3909722 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3910985.500000 Penalty: 5154.465820
	Iteration 5F: 3 clusters Score -3910986 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -3912720.500000 Penalty: 5154.465820
	Iteration 6F: 3 clusters Score -3912720 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -3914769.500000 Penalty: 5154.465820
	Iteration 7F: 3 clusters Score -3914770 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3916726.750000 Penalty: 5154.465820
	Iteration 8F: 3 clusters Score -3916727 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3918247.250000 Penalty: 5154.465820
	Iteration 9F: 3 clusters Score -3918247 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3919262.500000 Penalty: 5154.465820
	Iteration 10Q: 3 clusters Score -3919262 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3919847.750000 Penalty: 5154.465820
	Iteration 11Q: 3 clusters Score -3919848 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3920146.500000 Penalty: 5154.465820
	Iteration 12Q: 3 clusters Score -3920146 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3920274.250000 Penalty: 5154.465820
	Iteration 13Q: 3 clusters Score -3920274 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3920354.750000 Penalty: 5154.465820
	Iteration 14Q: 3 clusters Score -3920355 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3920408.250000 Penalty: 5154.465820
	Iteration 15Q: 3 clusters Score -3920408 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3920451.500000 Penalty: 5154.465820
	Iteration 16Q: 3 clusters Score -3920452 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3920489.000000 Penalty: 5154.465820
	Iteration 17Q: 3 clusters Score -3920489 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3920529.000000 Penalty: 5154.465820
	Iteration 18Q: 3 clusters Score -3920529 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3920557.500000 Penalty: 5154.465820
	Iteration 19Q: 3 clusters Score -3920558 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3920596.250000 Penalty: 5154.465820
	Iteration 20F: 3 clusters Score -3920596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3920622.250000 Penalty: 5154.465820
	Iteration 21Q: 3 clusters Score -3920622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3920638.250000 Penalty: 5154.465820
	Iteration 22Q: 3 clusters Score -3920638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3920658.500000 Penalty: 5154.465820
	Iteration 23Q: 3 clusters Score -3920658 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3920692.000000 Penalty: 5154.465820
	Iteration 24Q: 3 clusters Score -3920692 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3920713.250000 Penalty: 5154.465820
	Iteration 25Q: 3 clusters Score -3920713 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3920727.750000 Penalty: 5154.465820
	Iteration 26Q: 3 clusters Score -3920728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3920747.500000 Penalty: 5154.465820
	Iteration 27Q: 3 clusters Score -3920748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3920756.250000 Penalty: 5154.465820
	Iteration 28Q: 3 clusters Score -3920756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3920763.750000 Penalty: 5154.465820
	Iteration 29Q: 3 clusters Score -3920764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3920769.250000 Penalty: 5154.465820
	Iteration 30Q: 3 clusters Score -3920769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3920767.750000 Penalty: 5154.465820
	Iteration 31Q: 3 clusters Score -3920768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3920765.250000 Penalty: 5154.465820
	Iteration 32Q: 3 clusters Score -3920765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3920770.000000 Penalty: 5154.465820
	Iteration 33Q: 3 clusters Score -3920770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3920773.250000 Penalty: 5154.465820
	Iteration 34Q: 3 clusters Score -3920773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3920768.250000 Penalty: 5154.465820
	Iteration 35Q: 3 clusters Score -3920768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3920773.250000 Penalty: 5154.465820
	Iteration 36Q: 3 clusters Score -3920773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3920770.500000 Penalty: 5154.465820
	Iteration 37Q: 3 clusters Score -3920770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3920772.000000 Penalty: 5154.465820
	Iteration 38Q: 3 clusters Score -3920772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3920769.500000 Penalty: 5154.465820
	Iteration 39Q: 3 clusters Score -3920770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3920771.250000 Penalty: 5154.465820
	Iteration 40F: 3 clusters Score -3920771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3920776.000000 Penalty: 5154.465820
	Iteration 41Q: 3 clusters Score -3920776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3920779.000000 Penalty: 5154.465820
	Iteration 42Q: 3 clusters Score -3920779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3920779.000000 Penalty: 5154.465820
	Iteration 43F: 3 clusters Score -3920779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (92131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92131 members 
Entering Unmasked Estep 
Score: -11285431.000000 Penalty: 2834.879639
	Iteration 0F: 2 clusters Score -1.128543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -11223826.000000 Penalty: 5669.759277
	Iteration 0F: 3 clusters Score -1.122383e+07 nChanged 43471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -11248545.000000 Penalty: 5669.759277
	Iteration 1F: 3 clusters Score -1.124854e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -11249583.000000 Penalty: 5669.759277
	Iteration 2Q: 3 clusters Score -1.124958e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -11251164.000000 Penalty: 5669.759277
	Iteration 3Q: 3 clusters Score -1.125116e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -11253665.000000 Penalty: 5669.759277
	Iteration 4F: 3 clusters Score -1.125366e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -11257071.000000 Penalty: 5669.759277
	Iteration 5F: 3 clusters Score -1.125707e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -11260860.000000 Penalty: 5669.759277
	Iteration 6F: 3 clusters Score -1.126086e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -11264352.000000 Penalty: 5669.759277
	Iteration 7F: 3 clusters Score -1.126435e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -11266927.000000 Penalty: 5669.759277
	Iteration 8F: 3 clusters Score -1.126693e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -11268340.000000 Penalty: 5669.759277
	Iteration 9Q: 3 clusters Score -1.126834e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63542 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -11269244.000000 Penalty: 5669.759277
	Iteration 10Q: 3 clusters Score -1.126924e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -11269990.000000 Penalty: 5669.759277
	Iteration 11Q: 3 clusters Score -1.126999e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -11270735.000000 Penalty: 5669.759277
	Iteration 12Q: 3 clusters Score -1.127074e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -11271460.000000 Penalty: 5669.759277
	Iteration 13Q: 3 clusters Score -1.127146e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -11272391.000000 Penalty: 5669.759277
	Iteration 14Q: 3 clusters Score -1.127239e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -11273509.000000 Penalty: 5669.759277
	Iteration 15Q: 3 clusters Score -1.127351e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -11274665.000000 Penalty: 5669.759277
	Iteration 16Q: 3 clusters Score -1.127466e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -11276146.000000 Penalty: 5669.759277
	Iteration 17Q: 3 clusters Score -1.127615e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82550 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -11277638.000000 Penalty: 5669.759277
	Iteration 18Q: 3 clusters Score -1.127764e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84863 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -11279120.000000 Penalty: 5669.759277
	Iteration 19Q: 3 clusters Score -1.127912e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -11280382.000000 Penalty: 5669.759277
	Iteration 20F: 3 clusters Score -1.128038e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -11281340.000000 Penalty: 5669.759277
	Iteration 21Q: 3 clusters Score -1.128134e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89291 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -11281988.000000 Penalty: 5669.759277
	Iteration 22Q: 3 clusters Score -1.128199e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -11282395.000000 Penalty: 5669.759277
	Iteration 23Q: 3 clusters Score -1.12824e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -11282643.000000 Penalty: 5669.759277
	Iteration 24Q: 3 clusters Score -1.128264e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -11282792.000000 Penalty: 5669.759277
	Iteration 25Q: 3 clusters Score -1.128279e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -11282920.000000 Penalty: 5669.759277
	Iteration 26Q: 3 clusters Score -1.128292e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90969 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11283002.000000 Penalty: 5669.759277
	Iteration 27Q: 3 clusters Score -1.1283e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11283055.000000 Penalty: 5669.759277
	Iteration 28Q: 3 clusters Score -1.128306e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91101 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -11283105.000000 Penalty: 5669.759277
	Iteration 29Q: 3 clusters Score -1.12831e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91159 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11283133.000000 Penalty: 5669.759277
	Iteration 30Q: 3 clusters Score -1.128313e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11283160.000000 Penalty: 5669.759277
	Iteration 31Q: 3 clusters Score -1.128316e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11283180.000000 Penalty: 5669.759277
	Iteration 32Q: 3 clusters Score -1.128318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91230 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11283186.000000 Penalty: 5669.759277
	Iteration 33Q: 3 clusters Score -1.128319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -11283194.000000 Penalty: 5669.759277
	Iteration 34Q: 3 clusters Score -1.128319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91243 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11283194.000000 Penalty: 5669.759277
	Iteration 35Q: 3 clusters Score -1.128319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11283191.000000 Penalty: 5669.759277
	Iteration 36Q: 3 clusters Score -1.128319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91248 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11283191.000000 Penalty: 5669.759277
	Iteration 37Q: 3 clusters Score -1.128319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91253 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11283193.000000 Penalty: 5669.759277
	Iteration 38Q: 3 clusters Score -1.128319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91259 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11283204.000000 Penalty: 5669.759277
	Iteration 39Q: 3 clusters Score -1.12832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91263 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11283208.000000 Penalty: 5669.759277
	Iteration 40F: 3 clusters Score -1.128321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91266 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11283200.000000 Penalty: 5669.759277
	Iteration 41Q: 3 clusters Score -1.12832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91270 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -11283200.000000 Penalty: 5669.759277
	Iteration 42Q: 3 clusters Score -1.12832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91270 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -11283200.000000 Penalty: 5669.759277
	Iteration 43F: 3 clusters Score -1.12832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -451523.718750 Penalty: 2037.924805
	Iteration 0F: 2 clusters Score -451523.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -447773.468750 Penalty: 4075.849609
	Iteration 0F: 3 clusters Score -447773.5 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -448564.843750 Penalty: 4075.849609
	Iteration 1F: 3 clusters Score -448564.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -448747.843750 Penalty: 4075.849609
	Iteration 2F: 3 clusters Score -448747.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -448872.968750 Penalty: 4075.849609
	Iteration 3F: 3 clusters Score -448873 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -448963.406250 Penalty: 4075.849609
	Iteration 4Q: 3 clusters Score -448963.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -449030.531250 Penalty: 4075.849609
	Iteration 5Q: 3 clusters Score -449030.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -449080.156250 Penalty: 4075.849609
	Iteration 6Q: 3 clusters Score -449080.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -449122.218750 Penalty: 4075.849609
	Iteration 7Q: 3 clusters Score -449122.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -449144.875000 Penalty: 4075.849609
	Iteration 8Q: 3 clusters Score -449144.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -449164.687500 Penalty: 4075.849609
	Iteration 9Q: 3 clusters Score -449164.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -449185.750000 Penalty: 4075.849609
	Iteration 10Q: 3 clusters Score -449185.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -449206.812500 Penalty: 4075.849609
	Iteration 11Q: 3 clusters Score -449206.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -449220.718750 Penalty: 4075.849609
	Iteration 12Q: 3 clusters Score -449220.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -449229.937500 Penalty: 4075.849609
	Iteration 13Q: 3 clusters Score -449229.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -449237.593750 Penalty: 4075.849609
	Iteration 14Q: 3 clusters Score -449237.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -449243.156250 Penalty: 4075.849609
	Iteration 15Q: 3 clusters Score -449243.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -449250.093750 Penalty: 4075.849609
	Iteration 16Q: 3 clusters Score -449250.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -449255.375000 Penalty: 4075.849609
	Iteration 17Q: 3 clusters Score -449255.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -449258.718750 Penalty: 4075.849609
	Iteration 18Q: 3 clusters Score -449258.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -449260.656250 Penalty: 4075.849609
	Iteration 19Q: 3 clusters Score -449260.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -449265.937500 Penalty: 4075.849609
	Iteration 20F: 3 clusters Score -449265.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -449270.562500 Penalty: 4075.849609
	Iteration 21Q: 3 clusters Score -449270.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -449278.656250 Penalty: 4075.849609
	Iteration 22Q: 3 clusters Score -449278.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -449284.562500 Penalty: 4075.849609
	Iteration 23Q: 3 clusters Score -449284.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -449294.812500 Penalty: 4075.849609
	Iteration 24Q: 3 clusters Score -449294.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -449301.656250 Penalty: 4075.849609
	Iteration 25Q: 3 clusters Score -449301.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -449306.718750 Penalty: 4075.849609
	Iteration 26Q: 3 clusters Score -449306.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -449310.093750 Penalty: 4075.849609
	Iteration 27Q: 3 clusters Score -449310.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -449312.750000 Penalty: 4075.849609
	Iteration 28Q: 3 clusters Score -449312.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -449314.000000 Penalty: 4075.849609
	Iteration 29Q: 3 clusters Score -449314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -449316.062500 Penalty: 4075.849609
	Iteration 30Q: 3 clusters Score -449316.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -449320.750000 Penalty: 4075.849609
	Iteration 31Q: 3 clusters Score -449320.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -449324.437500 Penalty: 4075.849609
	Iteration 32Q: 3 clusters Score -449324.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -449330.031250 Penalty: 4075.849609
	Iteration 33Q: 3 clusters Score -449330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -449333.875000 Penalty: 4075.849609
	Iteration 34Q: 3 clusters Score -449333.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -449336.218750 Penalty: 4075.849609
	Iteration 35Q: 3 clusters Score -449336.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -449338.875000 Penalty: 4075.849609
	Iteration 36Q: 3 clusters Score -449338.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -449342.562500 Penalty: 4075.849609
	Iteration 37Q: 3 clusters Score -449342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -449346.468750 Penalty: 4075.849609
	Iteration 38Q: 3 clusters Score -449346.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -449350.812500 Penalty: 4075.849609
	Iteration 39Q: 3 clusters Score -449350.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -449354.687500 Penalty: 4075.849609
	Iteration 40F: 3 clusters Score -449354.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -449356.750000 Penalty: 4075.849609
	Iteration 41Q: 3 clusters Score -449356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -449359.531250 Penalty: 4075.849609
	Iteration 42Q: 3 clusters Score -449359.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -449360.000000 Penalty: 4075.849609
	Iteration 43Q: 3 clusters Score -449360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -449361.687500 Penalty: 4075.849609
	Iteration 44Q: 3 clusters Score -449361.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -449362.250000 Penalty: 4075.849609
	Iteration 45Q: 3 clusters Score -449362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -449364.812500 Penalty: 4075.849609
	Iteration 46Q: 3 clusters Score -449364.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -449364.843750 Penalty: 4075.849609
	Iteration 47Q: 3 clusters Score -449364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -449365.281250 Penalty: 4075.849609
	Iteration 48Q: 3 clusters Score -449365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -449366.281250 Penalty: 4075.849609
	Iteration 49Q: 3 clusters Score -449366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -449366.281250 Penalty: 4075.849609
	Iteration 50Q: 3 clusters Score -449366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -449366.375000 Penalty: 4075.849609
	Iteration 51Q: 3 clusters Score -449366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -449366.625000 Penalty: 4075.849609
	Iteration 52Q: 3 clusters Score -449366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -449367.875000 Penalty: 4075.849609
	Iteration 53Q: 3 clusters Score -449367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -449369.250000 Penalty: 4075.849609
	Iteration 54Q: 3 clusters Score -449369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -449369.750000 Penalty: 4075.849609
	Iteration 55Q: 3 clusters Score -449369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -449369.906250 Penalty: 4075.849609
	Iteration 56Q: 3 clusters Score -449369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -449371.531250 Penalty: 4075.849609
	Iteration 57Q: 3 clusters Score -449371.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -449372.812500 Penalty: 4075.849609
	Iteration 58Q: 3 clusters Score -449372.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -449374.593750 Penalty: 4075.849609
	Iteration 59Q: 3 clusters Score -449374.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -449376.500000 Penalty: 4075.849609
	Iteration 60F: 3 clusters Score -449376.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -449378.375000 Penalty: 4075.849609
	Iteration 61Q: 3 clusters Score -449378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -449378.937500 Penalty: 4075.849609
	Iteration 62Q: 3 clusters Score -449378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -449378.843750 Penalty: 4075.849609
	Iteration 63Q: 3 clusters Score -449378.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -449378.843750 Penalty: 4075.849609
	Iteration 64F: 3 clusters Score -449378.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -59111.851562 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -59111.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57551.476562 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -57551.48 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57824.941406 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -57824.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57979.824219 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -57979.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58083.667969 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -58083.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58201.187500 Penalty: 3166.219238
	Iteration 4F: 3 clusters Score -58201.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58329.500000 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -58329.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58519.625000 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -58519.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58736.617188 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -58736.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58883.683594 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -58883.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58984.351562 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -58984.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59066.113281 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -59066.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59112.113281 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -59112.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59209.289062 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -59209.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59378.988281 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -59378.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59526.285156 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -59526.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59669.656250 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -59669.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59770.945312 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -59770.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59826.109375 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -59826.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -59869.929688 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -59869.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59895.359375 Penalty: 3166.219238
	Iteration 19Q: 3 clusters Score -59895.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59925.667969 Penalty: 3166.219238
	Iteration 20F: 3 clusters Score -59925.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59948.859375 Penalty: 3166.219238
	Iteration 21Q: 3 clusters Score -59948.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59963.304688 Penalty: 3166.219238
	Iteration 22Q: 3 clusters Score -59963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59963.304688 Penalty: 3166.219238
	Iteration 23F: 3 clusters Score -59963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 235267 members 
Mstep: Class 12 contains 8055 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 75899 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 136291 members 
Mstep: Class 18 contains 12766 members 
Mstep: Class 19 contains 1847 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 6369 members 
Mstep: Class 23 contains 1049 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 17424 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 94238 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 41963 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 15543 members 
Mstep: Class 35 contains 96412 members 
Mstep: Class 36 contains 32346 members 
Mstep: Class 37 contains 6657 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 506 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 8680 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 1953 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 6605 members 
Mstep: Class 49 contains 6012 members 
Mstep: Class 50 contains 2990 members 
Mstep: Class 51 contains 1231 members 
Mstep: Class 52 contains 8898 members 
Mstep: Class 53 contains 951 members 
Mstep: Class 54 contains 2550 members 
Mstep: Class 55 contains 679 members 
Mstep: Class 56 contains 2382 members 
Mstep: Class 57 contains 16559 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 4454 members 
Mstep: Class 60 contains 16053 members 
Mstep: Class 61 contains 28709 members 
Mstep: Class 62 contains 32600 members 
Mstep: Class 63 contains 92131 members 
Mstep: Class 64 contains 3705 members 
Mstep: Class 65 contains 219 members 
Mstep: Class 66 contains 2445 members 
Mstep: Class 67 contains 4115 members 
Mstep: Class 68 contains 19173 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 1909 members 
Mstep: Class 71 contains 1703 members 
Mstep: Class 72 contains 2556 members 
Mstep: Class 73 contains 1505 members 
Mstep: Class 74 contains 2868 members 
Mstep: Class 75 contains 1906 members 
Mstep: Class 76 contains 10098 members 
Mstep: Class 77 contains 11972 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 24431 members 
Mstep: Class 80 contains 270 members 
Mstep: Class 81 contains 2428 members 
Mstep: Class 82 contains 373 members 
Entering Unmasked Estep 
Score: -154540080.000000 Penalty: 286492.562500
Splitting cluster 65 changes total score from -154541168.000000 to -154540080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -388598.187500 Penalty: 1934.846436
	Iteration 0F: 2 clusters Score -388598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -385743.531250 Penalty: 3869.692871
	Iteration 0F: 3 clusters Score -385743.5 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -386629.406250 Penalty: 3869.692871
	Iteration 1F: 3 clusters Score -386629.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -386949.062500 Penalty: 3869.692871
	Iteration 2F: 3 clusters Score -386949.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -387178.937500 Penalty: 3869.692871
	Iteration 3F: 3 clusters Score -387178.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -387326.593750 Penalty: 3869.692871
	Iteration 4F: 3 clusters Score -387326.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -387447.031250 Penalty: 3869.692871
	Iteration 5Q: 3 clusters Score -387447 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -387545.187500 Penalty: 3869.692871
	Iteration 6Q: 3 clusters Score -387545.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -387608.718750 Penalty: 3869.692871
	Iteration 7Q: 3 clusters Score -387608.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -387649.718750 Penalty: 3869.692871
	Iteration 8Q: 3 clusters Score -387649.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -387678.218750 Penalty: 3869.692871
	Iteration 9Q: 3 clusters Score -387678.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -387698.375000 Penalty: 3869.692871
	Iteration 10Q: 3 clusters Score -387698.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -387711.625000 Penalty: 3869.692871
	Iteration 11Q: 3 clusters Score -387711.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -387722.000000 Penalty: 3869.692871
	Iteration 12Q: 3 clusters Score -387722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -387732.531250 Penalty: 3869.692871
	Iteration 13Q: 3 clusters Score -387732.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -387740.843750 Penalty: 3869.692871
	Iteration 14Q: 3 clusters Score -387740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -387745.500000 Penalty: 3869.692871
	Iteration 15Q: 3 clusters Score -387745.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -387753.843750 Penalty: 3869.692871
	Iteration 16Q: 3 clusters Score -387753.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -387762.656250 Penalty: 3869.692871
	Iteration 17Q: 3 clusters Score -387762.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -387767.937500 Penalty: 3869.692871
	Iteration 18Q: 3 clusters Score -387767.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -387774.750000 Penalty: 3869.692871
	Iteration 19Q: 3 clusters Score -387774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -387776.593750 Penalty: 3869.692871
	Iteration 20F: 3 clusters Score -387776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -387777.406250 Penalty: 3869.692871
	Iteration 21Q: 3 clusters Score -387777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -387777.500000 Penalty: 3869.692871
	Iteration 22Q: 3 clusters Score -387777.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -387777.500000 Penalty: 3869.692871
	Iteration 23F: 3 clusters Score -387777.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -415794.500000 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -415794.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -411855.500000 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -411855.5 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -412992.875000 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -412992.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -413376.281250 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -413376.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -413739.406250 Penalty: 4127.907715
	Iteration 3F: 3 clusters Score -413739.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -414060.968750 Penalty: 4127.907715
	Iteration 4F: 3 clusters Score -414061 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -414290.656250 Penalty: 4127.907715
	Iteration 5F: 3 clusters Score -414290.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -414459.875000 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -414459.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -414599.187500 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -414599.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -414722.500000 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -414722.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -414796.843750 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -414796.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -414849.000000 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -414849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -414890.906250 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -414890.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -414918.875000 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -414918.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -414944.093750 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -414944.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -414973.625000 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -414973.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -415010.718750 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -415010.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -415039.781250 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -415039.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -415071.031250 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -415071 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -415121.031250 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -415121 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -415207.375000 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -415207.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -415401.937500 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -415401.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -415580.312500 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -415580.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -415647.031250 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -415647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -415676.968750 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -415677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -415697.843750 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -415697.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -415714.218750 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -415714.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -415726.250000 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -415726.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -415740.437500 Penalty: 4127.907715
	Iteration 27Q: 3 clusters Score -415740.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -415746.468750 Penalty: 4127.907715
	Iteration 28Q: 3 clusters Score -415746.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -415751.468750 Penalty: 4127.907715
	Iteration 29Q: 3 clusters Score -415751.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -415754.062500 Penalty: 4127.907715
	Iteration 30Q: 3 clusters Score -415754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -415755.125000 Penalty: 4127.907715
	Iteration 31Q: 3 clusters Score -415755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -415754.875000 Penalty: 4127.907715
	Iteration 32Q: 3 clusters Score -415754.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -415757.687500 Penalty: 4127.907715
	Iteration 33Q: 3 clusters Score -415757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -415759.781250 Penalty: 4127.907715
	Iteration 34Q: 3 clusters Score -415759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -415760.375000 Penalty: 4127.907715
	Iteration 35Q: 3 clusters Score -415760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -415762.031250 Penalty: 4127.907715
	Iteration 36Q: 3 clusters Score -415762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -415762.718750 Penalty: 4127.907715
	Iteration 37Q: 3 clusters Score -415762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -415762.718750 Penalty: 4127.907715
	Iteration 38F: 3 clusters Score -415762.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (19173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Entering Unmasked Estep 
Score: -2421748.250000 Penalty: 2445.592041
	Iteration 0F: 2 clusters Score -2421748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2408135.500000 Penalty: 4891.184082
	Iteration 0F: 3 clusters Score -2408136 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2412646.750000 Penalty: 4891.184082
	Iteration 1F: 3 clusters Score -2412647 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2412981.000000 Penalty: 4891.184082
	Iteration 2F: 3 clusters Score -2412981 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2413263.500000 Penalty: 4891.184082
	Iteration 3Q: 3 clusters Score -2413264 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2413525.500000 Penalty: 4891.184082
	Iteration 4Q: 3 clusters Score -2413526 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2413775.500000 Penalty: 4891.184082
	Iteration 5Q: 3 clusters Score -2413776 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2414014.500000 Penalty: 4891.184082
	Iteration 6Q: 3 clusters Score -2414014 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2414279.500000 Penalty: 4891.184082
	Iteration 7Q: 3 clusters Score -2414280 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2414609.250000 Penalty: 4891.184082
	Iteration 8Q: 3 clusters Score -2414609 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2415123.000000 Penalty: 4891.184082
	Iteration 9Q: 3 clusters Score -2415123 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2415802.250000 Penalty: 4891.184082
	Iteration 10F: 3 clusters Score -2415802 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2416540.000000 Penalty: 4891.184082
	Iteration 11F: 3 clusters Score -2416540 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2417302.000000 Penalty: 4891.184082
	Iteration 12F: 3 clusters Score -2417302 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2417944.000000 Penalty: 4891.184082
	Iteration 13Q: 3 clusters Score -2417944 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2418447.000000 Penalty: 4891.184082
	Iteration 14Q: 3 clusters Score -2418447 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2418827.250000 Penalty: 4891.184082
	Iteration 15Q: 3 clusters Score -2418827 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2419107.250000 Penalty: 4891.184082
	Iteration 16Q: 3 clusters Score -2419107 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2419263.250000 Penalty: 4891.184082
	Iteration 17Q: 3 clusters Score -2419263 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2419398.750000 Penalty: 4891.184082
	Iteration 18Q: 3 clusters Score -2419399 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2419495.250000 Penalty: 4891.184082
	Iteration 19Q: 3 clusters Score -2419495 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2419543.250000 Penalty: 4891.184082
	Iteration 20F: 3 clusters Score -2419543 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2419591.250000 Penalty: 4891.184082
	Iteration 21Q: 3 clusters Score -2419591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2419616.250000 Penalty: 4891.184082
	Iteration 22Q: 3 clusters Score -2419616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2419639.500000 Penalty: 4891.184082
	Iteration 23Q: 3 clusters Score -2419640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2419656.250000 Penalty: 4891.184082
	Iteration 24Q: 3 clusters Score -2419656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2419659.750000 Penalty: 4891.184082
	Iteration 25Q: 3 clusters Score -2419660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2419668.250000 Penalty: 4891.184082
	Iteration 26Q: 3 clusters Score -2419668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2419675.750000 Penalty: 4891.184082
	Iteration 27Q: 3 clusters Score -2419676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2419684.500000 Penalty: 4891.184082
	Iteration 28Q: 3 clusters Score -2419684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2419698.500000 Penalty: 4891.184082
	Iteration 29Q: 3 clusters Score -2419698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2419700.250000 Penalty: 4891.184082
	Iteration 30Q: 3 clusters Score -2419700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2419701.500000 Penalty: 4891.184082
	Iteration 31Q: 3 clusters Score -2419702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2419706.500000 Penalty: 4891.184082
	Iteration 32Q: 3 clusters Score -2419706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2419707.750000 Penalty: 4891.184082
	Iteration 33Q: 3 clusters Score -2419708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2419709.250000 Penalty: 4891.184082
	Iteration 34Q: 3 clusters Score -2419709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2419709.750000 Penalty: 4891.184082
	Iteration 35Q: 3 clusters Score -2419710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2419708.000000 Penalty: 4891.184082
	Iteration 36Q: 3 clusters Score -2419708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2419708.750000 Penalty: 4891.184082
	Iteration 37Q: 3 clusters Score -2419709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2419708.750000 Penalty: 4891.184082
	Iteration 38F: 3 clusters Score -2419709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -18426.908203 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -18426.91 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 141 members 
Entering Unmasked Estep 
Score: -17311.623047 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -17311.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17489.808594 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -17489.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17631.115234 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -17631.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17715.146484 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -17715.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17746.433594 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -17746.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17748.666016 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -17748.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17748.666016 Penalty: 2830.726807
	Iteration 6F: 3 clusters Score -17748.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -222789.531250 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -222789.5 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 936 members 
Entering Unmasked Estep 
Score: -220241.265625 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -220241.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -220787.093750 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -220787.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -220914.500000 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -220914.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -220960.828125 Penalty: 3746.949951
	Iteration 3Q: 3 clusters Score -220960.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -220982.218750 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -220982.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -221002.968750 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -221003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -221021.359375 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -221021.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -221036.250000 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -221036.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -221055.781250 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -221055.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -221075.609375 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -221075.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -221091.000000 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -221091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -221106.796875 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -221106.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -221120.171875 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -221120.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -221129.625000 Penalty: 3746.949951
	Iteration 13Q: 3 clusters Score -221129.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -221137.015625 Penalty: 3746.949951
	Iteration 14Q: 3 clusters Score -221137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -221139.984375 Penalty: 3746.949951
	Iteration 15Q: 3 clusters Score -221140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -221142.562500 Penalty: 3746.949951
	Iteration 16Q: 3 clusters Score -221142.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -221144.593750 Penalty: 3746.949951
	Iteration 17Q: 3 clusters Score -221144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -221146.593750 Penalty: 3746.949951
	Iteration 18Q: 3 clusters Score -221146.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -221149.218750 Penalty: 3746.949951
	Iteration 19Q: 3 clusters Score -221149.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -221154.500000 Penalty: 3746.949951
	Iteration 20F: 3 clusters Score -221154.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -221162.921875 Penalty: 3746.949951
	Iteration 21Q: 3 clusters Score -221162.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -221173.281250 Penalty: 3746.949951
	Iteration 22Q: 3 clusters Score -221173.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -221185.656250 Penalty: 3746.949951
	Iteration 23Q: 3 clusters Score -221185.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -221192.562500 Penalty: 3746.949951
	Iteration 24Q: 3 clusters Score -221192.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -221196.828125 Penalty: 3746.949951
	Iteration 25Q: 3 clusters Score -221196.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -221203.968750 Penalty: 3746.949951
	Iteration 26Q: 3 clusters Score -221204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -221210.656250 Penalty: 3746.949951
	Iteration 27Q: 3 clusters Score -221210.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -221216.984375 Penalty: 3746.949951
	Iteration 28Q: 3 clusters Score -221217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -221220.515625 Penalty: 3746.949951
	Iteration 29Q: 3 clusters Score -221220.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -221224.765625 Penalty: 3746.949951
	Iteration 30Q: 3 clusters Score -221224.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -221227.546875 Penalty: 3746.949951
	Iteration 31Q: 3 clusters Score -221227.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -221230.750000 Penalty: 3746.949951
	Iteration 32Q: 3 clusters Score -221230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -221233.234375 Penalty: 3746.949951
	Iteration 33Q: 3 clusters Score -221233.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -221236.453125 Penalty: 3746.949951
	Iteration 34Q: 3 clusters Score -221236.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -221238.984375 Penalty: 3746.949951
	Iteration 35Q: 3 clusters Score -221239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -221241.500000 Penalty: 3746.949951
	Iteration 36Q: 3 clusters Score -221241.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -221245.718750 Penalty: 3746.949951
	Iteration 37Q: 3 clusters Score -221245.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221252.000000 Penalty: 3746.949951
	Iteration 38Q: 3 clusters Score -221252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -221256.281250 Penalty: 3746.949951
	Iteration 39Q: 3 clusters Score -221256.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -221257.828125 Penalty: 3746.949951
	Iteration 40F: 3 clusters Score -221257.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -221260.046875 Penalty: 3746.949951
	Iteration 41Q: 3 clusters Score -221260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -221264.984375 Penalty: 3746.949951
	Iteration 42Q: 3 clusters Score -221265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -221272.171875 Penalty: 3746.949951
	Iteration 43Q: 3 clusters Score -221272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -221282.000000 Penalty: 3746.949951
	Iteration 44Q: 3 clusters Score -221282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -221288.328125 Penalty: 3746.949951
	Iteration 45Q: 3 clusters Score -221288.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -221292.703125 Penalty: 3746.949951
	Iteration 46Q: 3 clusters Score -221292.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -221296.078125 Penalty: 3746.949951
	Iteration 47Q: 3 clusters Score -221296.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -221304.484375 Penalty: 3746.949951
	Iteration 48Q: 3 clusters Score -221304.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -221311.078125 Penalty: 3746.949951
	Iteration 49Q: 3 clusters Score -221311.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -221317.953125 Penalty: 3746.949951
	Iteration 50Q: 3 clusters Score -221318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -221323.140625 Penalty: 3746.949951
	Iteration 51Q: 3 clusters Score -221323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -221325.656250 Penalty: 3746.949951
	Iteration 52Q: 3 clusters Score -221325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -221326.781250 Penalty: 3746.949951
	Iteration 53Q: 3 clusters Score -221326.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -221328.093750 Penalty: 3746.949951
	Iteration 54Q: 3 clusters Score -221328.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -221333.281250 Penalty: 3746.949951
	Iteration 55Q: 3 clusters Score -221333.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221340.578125 Penalty: 3746.949951
	Iteration 56Q: 3 clusters Score -221340.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221344.171875 Penalty: 3746.949951
	Iteration 57Q: 3 clusters Score -221344.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -221346.421875 Penalty: 3746.949951
	Iteration 58Q: 3 clusters Score -221346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221349.968750 Penalty: 3746.949951
	Iteration 59Q: 3 clusters Score -221350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -221352.953125 Penalty: 3746.949951
	Iteration 60F: 3 clusters Score -221353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221356.625000 Penalty: 3746.949951
	Iteration 61Q: 3 clusters Score -221356.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -221359.906250 Penalty: 3746.949951
	Iteration 62Q: 3 clusters Score -221359.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -221365.781250 Penalty: 3746.949951
	Iteration 63Q: 3 clusters Score -221365.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -221375.515625 Penalty: 3746.949951
	Iteration 64Q: 3 clusters Score -221375.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -221380.109375 Penalty: 3746.949951
	Iteration 65Q: 3 clusters Score -221380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -221381.203125 Penalty: 3746.949951
	Iteration 66Q: 3 clusters Score -221381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -221381.390625 Penalty: 3746.949951
	Iteration 67Q: 3 clusters Score -221381.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -221381.687500 Penalty: 3746.949951
	Iteration 68Q: 3 clusters Score -221381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221382.078125 Penalty: 3746.949951
	Iteration 69Q: 3 clusters Score -221382.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221382.078125 Penalty: 3746.949951
	Iteration 70F: 3 clusters Score -221382.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -272187.875000 Penalty: 1845.156372
	Iteration 0F: 2 clusters Score -272187.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -269734.750000 Penalty: 3690.312744
	Iteration 0F: 3 clusters Score -269734.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -270197.531250 Penalty: 3690.312744
	Iteration 1F: 3 clusters Score -270197.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -270385.968750 Penalty: 3690.312744
	Iteration 2F: 3 clusters Score -270386 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -270483.718750 Penalty: 3690.312744
	Iteration 3Q: 3 clusters Score -270483.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -270578.281250 Penalty: 3690.312744
	Iteration 4Q: 3 clusters Score -270578.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -270649.500000 Penalty: 3690.312744
	Iteration 5Q: 3 clusters Score -270649.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -270697.375000 Penalty: 3690.312744
	Iteration 6Q: 3 clusters Score -270697.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -270726.218750 Penalty: 3690.312744
	Iteration 7Q: 3 clusters Score -270726.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -270748.625000 Penalty: 3690.312744
	Iteration 8Q: 3 clusters Score -270748.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -270763.000000 Penalty: 3690.312744
	Iteration 9Q: 3 clusters Score -270763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -270774.187500 Penalty: 3690.312744
	Iteration 10Q: 3 clusters Score -270774.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -270788.187500 Penalty: 3690.312744
	Iteration 11Q: 3 clusters Score -270788.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -270795.281250 Penalty: 3690.312744
	Iteration 12Q: 3 clusters Score -270795.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -270804.250000 Penalty: 3690.312744
	Iteration 13Q: 3 clusters Score -270804.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -270809.937500 Penalty: 3690.312744
	Iteration 14Q: 3 clusters Score -270809.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -270815.687500 Penalty: 3690.312744
	Iteration 15Q: 3 clusters Score -270815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -270821.968750 Penalty: 3690.312744
	Iteration 16Q: 3 clusters Score -270822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -270829.093750 Penalty: 3690.312744
	Iteration 17Q: 3 clusters Score -270829.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -270832.406250 Penalty: 3690.312744
	Iteration 18Q: 3 clusters Score -270832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -270834.000000 Penalty: 3690.312744
	Iteration 19Q: 3 clusters Score -270834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -270834.000000 Penalty: 3690.312744
	Iteration 20F: 3 clusters Score -270834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -297986.968750 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -297987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -295068.968750 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -295069 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -295691.593750 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -295691.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -295856.562500 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -295856.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -295989.750000 Penalty: 3891.714844
	Iteration 3Q: 3 clusters Score -295989.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -296149.031250 Penalty: 3891.714844
	Iteration 4Q: 3 clusters Score -296149 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -296294.156250 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -296294.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -296460.437500 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -296460.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -296625.125000 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -296625.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -296804.531250 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -296804.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -296980.906250 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -296980.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -297142.843750 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -297142.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -297269.625000 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -297269.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -297336.968750 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -297337 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -297381.125000 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -297381.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -297413.718750 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -297413.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -297435.437500 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -297435.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -297444.156250 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -297444.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -297455.718750 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -297455.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -297460.593750 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -297460.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -297465.843750 Penalty: 3891.714844
	Iteration 19Q: 3 clusters Score -297465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -297466.656250 Penalty: 3891.714844
	Iteration 20F: 3 clusters Score -297466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -297467.781250 Penalty: 3891.714844
	Iteration 21Q: 3 clusters Score -297467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -297467.781250 Penalty: 3891.714844
	Iteration 22F: 3 clusters Score -297467.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -146504.171875 Penalty: 1814.504028
	Iteration 0F: 2 clusters Score -146504.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -144268.765625 Penalty: 3629.008057
	Iteration 0F: 3 clusters Score -144268.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -144698.187500 Penalty: 3629.008057
	Iteration 1F: 3 clusters Score -144698.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -144866.765625 Penalty: 3629.008057
	Iteration 2F: 3 clusters Score -144866.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -145004.203125 Penalty: 3629.008057
	Iteration 3F: 3 clusters Score -145004.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -145086.968750 Penalty: 3629.008057
	Iteration 4Q: 3 clusters Score -145087 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -145154.640625 Penalty: 3629.008057
	Iteration 5Q: 3 clusters Score -145154.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -145209.203125 Penalty: 3629.008057
	Iteration 6Q: 3 clusters Score -145209.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -145242.671875 Penalty: 3629.008057
	Iteration 7Q: 3 clusters Score -145242.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -145278.109375 Penalty: 3629.008057
	Iteration 8Q: 3 clusters Score -145278.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -145317.578125 Penalty: 3629.008057
	Iteration 9Q: 3 clusters Score -145317.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -145337.546875 Penalty: 3629.008057
	Iteration 10Q: 3 clusters Score -145337.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -145352.921875 Penalty: 3629.008057
	Iteration 11Q: 3 clusters Score -145352.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -145367.093750 Penalty: 3629.008057
	Iteration 12Q: 3 clusters Score -145367.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -145377.875000 Penalty: 3629.008057
	Iteration 13Q: 3 clusters Score -145377.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -145387.843750 Penalty: 3629.008057
	Iteration 14Q: 3 clusters Score -145387.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -145398.109375 Penalty: 3629.008057
	Iteration 15Q: 3 clusters Score -145398.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -145409.734375 Penalty: 3629.008057
	Iteration 16Q: 3 clusters Score -145409.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -145419.390625 Penalty: 3629.008057
	Iteration 17Q: 3 clusters Score -145419.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -145428.109375 Penalty: 3629.008057
	Iteration 18Q: 3 clusters Score -145428.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -145436.828125 Penalty: 3629.008057
	Iteration 19Q: 3 clusters Score -145436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -145441.937500 Penalty: 3629.008057
	Iteration 20F: 3 clusters Score -145441.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -145449.125000 Penalty: 3629.008057
	Iteration 21Q: 3 clusters Score -145449.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -145452.187500 Penalty: 3629.008057
	Iteration 22Q: 3 clusters Score -145452.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -145456.171875 Penalty: 3629.008057
	Iteration 23Q: 3 clusters Score -145456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -145458.656250 Penalty: 3629.008057
	Iteration 24Q: 3 clusters Score -145458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -145462.968750 Penalty: 3629.008057
	Iteration 25Q: 3 clusters Score -145463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -145467.859375 Penalty: 3629.008057
	Iteration 26Q: 3 clusters Score -145467.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -145478.968750 Penalty: 3629.008057
	Iteration 27Q: 3 clusters Score -145479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -145496.343750 Penalty: 3629.008057
	Iteration 28Q: 3 clusters Score -145496.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -145518.953125 Penalty: 3629.008057
	Iteration 29Q: 3 clusters Score -145519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -145534.937500 Penalty: 3629.008057
	Iteration 30Q: 3 clusters Score -145534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -145545.640625 Penalty: 3629.008057
	Iteration 31Q: 3 clusters Score -145545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -145551.250000 Penalty: 3629.008057
	Iteration 32Q: 3 clusters Score -145551.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -145555.703125 Penalty: 3629.008057
	Iteration 33Q: 3 clusters Score -145555.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -145559.843750 Penalty: 3629.008057
	Iteration 34Q: 3 clusters Score -145559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -145566.421875 Penalty: 3629.008057
	Iteration 35Q: 3 clusters Score -145566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -145574.062500 Penalty: 3629.008057
	Iteration 36Q: 3 clusters Score -145574.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -145584.171875 Penalty: 3629.008057
	Iteration 37Q: 3 clusters Score -145584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -145592.968750 Penalty: 3629.008057
	Iteration 38Q: 3 clusters Score -145593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -145601.031250 Penalty: 3629.008057
	Iteration 39Q: 3 clusters Score -145601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -145604.906250 Penalty: 3629.008057
	Iteration 40F: 3 clusters Score -145604.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -145607.453125 Penalty: 3629.008057
	Iteration 41Q: 3 clusters Score -145607.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -145608.843750 Penalty: 3629.008057
	Iteration 42Q: 3 clusters Score -145608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -145608.843750 Penalty: 3629.008057
	Iteration 43F: 3 clusters Score -145608.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -338115.250000 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -338115.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -334908.250000 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -334908.2 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -335529.218750 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -335529.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -335677.906250 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -335677.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -335764.281250 Penalty: 3948.839600
	Iteration 3F: 3 clusters Score -335764.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -335828.062500 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -335828.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -335898.062500 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -335898.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -335945.125000 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -335945.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -335986.531250 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -335986.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -336014.843750 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -336014.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -336037.125000 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -336037.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -336060.968750 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -336061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -336087.625000 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -336087.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -336119.531250 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -336119.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -336155.500000 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -336155.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -336193.218750 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -336193.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -336225.000000 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -336225 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -336259.718750 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -336259.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -336288.187500 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -336288.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -336320.875000 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -336320.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -336356.375000 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -336356.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -336383.062500 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -336383.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -336404.281250 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -336404.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -336428.406250 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -336428.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -336441.062500 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -336441.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -336451.812500 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -336451.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -336462.312500 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -336462.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -336477.093750 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -336477.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -336485.031250 Penalty: 3948.839600
	Iteration 27Q: 3 clusters Score -336485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -336498.093750 Penalty: 3948.839600
	Iteration 28Q: 3 clusters Score -336498.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -336510.875000 Penalty: 3948.839600
	Iteration 29Q: 3 clusters Score -336510.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -336520.250000 Penalty: 3948.839600
	Iteration 30Q: 3 clusters Score -336520.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -336534.593750 Penalty: 3948.839600
	Iteration 31Q: 3 clusters Score -336534.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -336544.218750 Penalty: 3948.839600
	Iteration 32Q: 3 clusters Score -336544.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -336554.968750 Penalty: 3948.839600
	Iteration 33Q: 3 clusters Score -336555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -336567.625000 Penalty: 3948.839600
	Iteration 34Q: 3 clusters Score -336567.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -336581.250000 Penalty: 3948.839600
	Iteration 35Q: 3 clusters Score -336581.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -336596.125000 Penalty: 3948.839600
	Iteration 36Q: 3 clusters Score -336596.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -336607.531250 Penalty: 3948.839600
	Iteration 37Q: 3 clusters Score -336607.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -336616.687500 Penalty: 3948.839600
	Iteration 38Q: 3 clusters Score -336616.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -336623.093750 Penalty: 3948.839600
	Iteration 39Q: 3 clusters Score -336623.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -336628.781250 Penalty: 3948.839600
	Iteration 40F: 3 clusters Score -336628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -336631.156250 Penalty: 3948.839600
	Iteration 41Q: 3 clusters Score -336631.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -336638.593750 Penalty: 3948.839600
	Iteration 42Q: 3 clusters Score -336638.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -336646.781250 Penalty: 3948.839600
	Iteration 43Q: 3 clusters Score -336646.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -336658.250000 Penalty: 3948.839600
	Iteration 44Q: 3 clusters Score -336658.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -336668.000000 Penalty: 3948.839600
	Iteration 45Q: 3 clusters Score -336668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -336675.593750 Penalty: 3948.839600
	Iteration 46Q: 3 clusters Score -336675.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -336682.625000 Penalty: 3948.839600
	Iteration 47Q: 3 clusters Score -336682.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -336691.906250 Penalty: 3948.839600
	Iteration 48Q: 3 clusters Score -336691.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -336699.281250 Penalty: 3948.839600
	Iteration 49Q: 3 clusters Score -336699.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -336705.156250 Penalty: 3948.839600
	Iteration 50Q: 3 clusters Score -336705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -336708.156250 Penalty: 3948.839600
	Iteration 51Q: 3 clusters Score -336708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -336709.843750 Penalty: 3948.839600
	Iteration 52Q: 3 clusters Score -336709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -336711.843750 Penalty: 3948.839600
	Iteration 53Q: 3 clusters Score -336711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -336712.812500 Penalty: 3948.839600
	Iteration 54Q: 3 clusters Score -336712.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -336713.468750 Penalty: 3948.839600
	Iteration 55Q: 3 clusters Score -336713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -336714.625000 Penalty: 3948.839600
	Iteration 56Q: 3 clusters Score -336714.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -336714.968750 Penalty: 3948.839600
	Iteration 57Q: 3 clusters Score -336715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -336715.875000 Penalty: 3948.839600
	Iteration 58Q: 3 clusters Score -336715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -336717.093750 Penalty: 3948.839600
	Iteration 59Q: 3 clusters Score -336717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -336717.093750 Penalty: 3948.839600
	Iteration 60F: 3 clusters Score -336717.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -224896.765625 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -224896.8 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 950 members 
Entering Unmasked Estep 
Score: -222325.250000 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -222325.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -222860.312500 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -222860.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -223084.437500 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -223084.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -223241.750000 Penalty: 3746.169922
	Iteration 3F: 3 clusters Score -223241.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -223380.953125 Penalty: 3746.169922
	Iteration 4F: 3 clusters Score -223381 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -223470.265625 Penalty: 3746.169922
	Iteration 5Q: 3 clusters Score -223470.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -223550.171875 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -223550.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -223613.265625 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -223613.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -223674.187500 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -223674.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -223713.796875 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -223713.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -223731.375000 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -223731.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -223741.593750 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -223741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -223750.359375 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -223750.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -223759.937500 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -223759.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -223764.671875 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -223764.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -223769.125000 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -223769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -223770.937500 Penalty: 3746.169922
	Iteration 16Q: 3 clusters Score -223770.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -223771.921875 Penalty: 3746.169922
	Iteration 17Q: 3 clusters Score -223771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -223773.468750 Penalty: 3746.169922
	Iteration 18Q: 3 clusters Score -223773.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -223775.546875 Penalty: 3746.169922
	Iteration 19Q: 3 clusters Score -223775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -223776.640625 Penalty: 3746.169922
	Iteration 20F: 3 clusters Score -223776.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (10098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Entering Unmasked Estep 
Score: -1227273.500000 Penalty: 2286.583008
	Iteration 0F: 2 clusters Score -1227274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1219531.125000 Penalty: 4573.166016
	Iteration 0F: 3 clusters Score -1219531 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1221763.875000 Penalty: 4573.166016
	Iteration 1F: 3 clusters Score -1221764 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1222058.625000 Penalty: 4573.166016
	Iteration 2F: 3 clusters Score -1222059 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1222252.875000 Penalty: 4573.166016
	Iteration 3Q: 3 clusters Score -1222253 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1222374.875000 Penalty: 4573.166016
	Iteration 4Q: 3 clusters Score -1222375 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1222476.500000 Penalty: 4573.166016
	Iteration 5Q: 3 clusters Score -1222476 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1222562.875000 Penalty: 4573.166016
	Iteration 6Q: 3 clusters Score -1222563 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1222631.750000 Penalty: 4573.166016
	Iteration 7Q: 3 clusters Score -1222632 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1222691.000000 Penalty: 4573.166016
	Iteration 8Q: 3 clusters Score -1222691 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1222747.125000 Penalty: 4573.166016
	Iteration 9Q: 3 clusters Score -1222747 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1222812.250000 Penalty: 4573.166016
	Iteration 10Q: 3 clusters Score -1222812 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1222894.125000 Penalty: 4573.166016
	Iteration 11Q: 3 clusters Score -1222894 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1222999.375000 Penalty: 4573.166016
	Iteration 12Q: 3 clusters Score -1222999 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1223127.250000 Penalty: 4573.166016
	Iteration 13Q: 3 clusters Score -1223127 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1223277.875000 Penalty: 4573.166016
	Iteration 14Q: 3 clusters Score -1223278 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1223477.375000 Penalty: 4573.166016
	Iteration 15Q: 3 clusters Score -1223477 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1223705.750000 Penalty: 4573.166016
	Iteration 16Q: 3 clusters Score -1223706 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1223955.750000 Penalty: 4573.166016
	Iteration 17Q: 3 clusters Score -1223956 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1224180.500000 Penalty: 4573.166016
	Iteration 18Q: 3 clusters Score -1224180 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1224365.250000 Penalty: 4573.166016
	Iteration 19Q: 3 clusters Score -1224365 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1224530.750000 Penalty: 4573.166016
	Iteration 20F: 3 clusters Score -1224531 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1224656.125000 Penalty: 4573.166016
	Iteration 21Q: 3 clusters Score -1224656 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1224758.625000 Penalty: 4573.166016
	Iteration 22Q: 3 clusters Score -1224759 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1224840.125000 Penalty: 4573.166016
	Iteration 23Q: 3 clusters Score -1224840 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1224909.375000 Penalty: 4573.166016
	Iteration 24Q: 3 clusters Score -1224909 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1224966.375000 Penalty: 4573.166016
	Iteration 25Q: 3 clusters Score -1224966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1225012.000000 Penalty: 4573.166016
	Iteration 26Q: 3 clusters Score -1225012 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1225050.250000 Penalty: 4573.166016
	Iteration 27Q: 3 clusters Score -1225050 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1225075.000000 Penalty: 4573.166016
	Iteration 28Q: 3 clusters Score -1225075 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1225093.875000 Penalty: 4573.166016
	Iteration 29Q: 3 clusters Score -1225094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1225110.250000 Penalty: 4573.166016
	Iteration 30Q: 3 clusters Score -1225110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1225121.750000 Penalty: 4573.166016
	Iteration 31Q: 3 clusters Score -1225122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1225135.500000 Penalty: 4573.166016
	Iteration 32Q: 3 clusters Score -1225136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1225149.125000 Penalty: 4573.166016
	Iteration 33Q: 3 clusters Score -1225149 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1225152.125000 Penalty: 4573.166016
	Iteration 34Q: 3 clusters Score -1225152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1225155.500000 Penalty: 4573.166016
	Iteration 35Q: 3 clusters Score -1225156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1225159.000000 Penalty: 4573.166016
	Iteration 36Q: 3 clusters Score -1225159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1225161.875000 Penalty: 4573.166016
	Iteration 37Q: 3 clusters Score -1225162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1225162.125000 Penalty: 4573.166016
	Iteration 38Q: 3 clusters Score -1225162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1225170.750000 Penalty: 4573.166016
	Iteration 39Q: 3 clusters Score -1225171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1225171.625000 Penalty: 4573.166016
	Iteration 40F: 3 clusters Score -1225172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1225175.375000 Penalty: 4573.166016
	Iteration 41Q: 3 clusters Score -1225175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1225181.500000 Penalty: 4573.166016
	Iteration 42Q: 3 clusters Score -1225182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1225187.250000 Penalty: 4573.166016
	Iteration 43Q: 3 clusters Score -1225187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1225189.000000 Penalty: 4573.166016
	Iteration 44Q: 3 clusters Score -1225189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1225191.875000 Penalty: 4573.166016
	Iteration 45Q: 3 clusters Score -1225192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1225192.500000 Penalty: 4573.166016
	Iteration 46Q: 3 clusters Score -1225192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1225194.375000 Penalty: 4573.166016
	Iteration 47Q: 3 clusters Score -1225194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1225194.375000 Penalty: 4573.166016
	Iteration 48Q: 3 clusters Score -1225194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1225195.000000 Penalty: 4573.166016
	Iteration 49Q: 3 clusters Score -1225195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1225196.000000 Penalty: 4573.166016
	Iteration 50Q: 3 clusters Score -1225196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1225198.500000 Penalty: 4573.166016
	Iteration 51Q: 3 clusters Score -1225198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1225200.375000 Penalty: 4573.166016
	Iteration 52Q: 3 clusters Score -1225200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1225203.625000 Penalty: 4573.166016
	Iteration 53Q: 3 clusters Score -1225204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1225206.000000 Penalty: 4573.166016
	Iteration 54Q: 3 clusters Score -1225206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1225205.375000 Penalty: 4573.166016
	Iteration 55Q: 3 clusters Score -1225205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1225207.625000 Penalty: 4573.166016
	Iteration 56Q: 3 clusters Score -1225208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1225209.875000 Penalty: 4573.166016
	Iteration 57Q: 3 clusters Score -1225210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1225207.375000 Penalty: 4573.166016
	Iteration 58Q: 3 clusters Score -1225207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1225208.875000 Penalty: 4573.166016
	Iteration 59Q: 3 clusters Score -1225209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1225210.250000 Penalty: 4573.166016
	Iteration 60F: 3 clusters Score -1225210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1225209.500000 Penalty: 4573.166016
	Iteration 61Q: 3 clusters Score -1225210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1225209.500000 Penalty: 4573.166016
	Iteration 62F: 3 clusters Score -1225210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (11972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Entering Unmasked Estep 
Score: -1420047.125000 Penalty: 2328.800781
	Iteration 0F: 2 clusters Score -1420047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1411173.250000 Penalty: 4657.601562
	Iteration 0F: 3 clusters Score -1411173 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1413871.000000 Penalty: 4657.601562
	Iteration 1F: 3 clusters Score -1413871 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1414316.000000 Penalty: 4657.601562
	Iteration 2F: 3 clusters Score -1414316 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1414745.125000 Penalty: 4657.601562
	Iteration 3F: 3 clusters Score -1414745 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1415221.875000 Penalty: 4657.601562
	Iteration 4F: 3 clusters Score -1415222 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1415749.750000 Penalty: 4657.601562
	Iteration 5F: 3 clusters Score -1415750 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1416290.000000 Penalty: 4657.601562
	Iteration 6F: 3 clusters Score -1416290 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1416779.250000 Penalty: 4657.601562
	Iteration 7F: 3 clusters Score -1416779 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1417176.125000 Penalty: 4657.601562
	Iteration 8Q: 3 clusters Score -1417176 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1417493.500000 Penalty: 4657.601562
	Iteration 9Q: 3 clusters Score -1417494 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1417723.375000 Penalty: 4657.601562
	Iteration 10Q: 3 clusters Score -1417723 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1417902.500000 Penalty: 4657.601562
	Iteration 11Q: 3 clusters Score -1417902 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1418014.750000 Penalty: 4657.601562
	Iteration 12Q: 3 clusters Score -1418015 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1418086.375000 Penalty: 4657.601562
	Iteration 13Q: 3 clusters Score -1418086 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1418126.125000 Penalty: 4657.601562
	Iteration 14Q: 3 clusters Score -1418126 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1418166.750000 Penalty: 4657.601562
	Iteration 15Q: 3 clusters Score -1418167 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1418199.125000 Penalty: 4657.601562
	Iteration 16Q: 3 clusters Score -1418199 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1418239.875000 Penalty: 4657.601562
	Iteration 17Q: 3 clusters Score -1418240 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1418270.875000 Penalty: 4657.601562
	Iteration 18Q: 3 clusters Score -1418271 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1418303.500000 Penalty: 4657.601562
	Iteration 19Q: 3 clusters Score -1418304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1418328.375000 Penalty: 4657.601562
	Iteration 20F: 3 clusters Score -1418328 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1418352.375000 Penalty: 4657.601562
	Iteration 21Q: 3 clusters Score -1418352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1418368.750000 Penalty: 4657.601562
	Iteration 22Q: 3 clusters Score -1418369 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1418388.125000 Penalty: 4657.601562
	Iteration 23Q: 3 clusters Score -1418388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1418406.625000 Penalty: 4657.601562
	Iteration 24Q: 3 clusters Score -1418407 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1418431.750000 Penalty: 4657.601562
	Iteration 25Q: 3 clusters Score -1418432 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1418443.250000 Penalty: 4657.601562
	Iteration 26Q: 3 clusters Score -1418443 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1418455.375000 Penalty: 4657.601562
	Iteration 27Q: 3 clusters Score -1418455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1418470.375000 Penalty: 4657.601562
	Iteration 28Q: 3 clusters Score -1418470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1418478.125000 Penalty: 4657.601562
	Iteration 29Q: 3 clusters Score -1418478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1418488.000000 Penalty: 4657.601562
	Iteration 30Q: 3 clusters Score -1418488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1418494.125000 Penalty: 4657.601562
	Iteration 31Q: 3 clusters Score -1418494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1418498.875000 Penalty: 4657.601562
	Iteration 32Q: 3 clusters Score -1418499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1418502.750000 Penalty: 4657.601562
	Iteration 33Q: 3 clusters Score -1418503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1418513.250000 Penalty: 4657.601562
	Iteration 34Q: 3 clusters Score -1418513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1418517.500000 Penalty: 4657.601562
	Iteration 35Q: 3 clusters Score -1418518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1418520.750000 Penalty: 4657.601562
	Iteration 36Q: 3 clusters Score -1418521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1418528.000000 Penalty: 4657.601562
	Iteration 37Q: 3 clusters Score -1418528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1418530.875000 Penalty: 4657.601562
	Iteration 38Q: 3 clusters Score -1418531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1418534.375000 Penalty: 4657.601562
	Iteration 39Q: 3 clusters Score -1418534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1418539.000000 Penalty: 4657.601562
	Iteration 40F: 3 clusters Score -1418539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1418551.250000 Penalty: 4657.601562
	Iteration 41Q: 3 clusters Score -1418551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1418550.875000 Penalty: 4657.601562
	Iteration 42Q: 3 clusters Score -1418551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1418554.250000 Penalty: 4657.601562
	Iteration 43Q: 3 clusters Score -1418554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1418554.625000 Penalty: 4657.601562
	Iteration 44Q: 3 clusters Score -1418555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1418560.500000 Penalty: 4657.601562
	Iteration 45Q: 3 clusters Score -1418560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1418566.125000 Penalty: 4657.601562
	Iteration 46Q: 3 clusters Score -1418566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1418568.625000 Penalty: 4657.601562
	Iteration 47Q: 3 clusters Score -1418569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1418573.000000 Penalty: 4657.601562
	Iteration 48Q: 3 clusters Score -1418573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1418573.375000 Penalty: 4657.601562
	Iteration 49Q: 3 clusters Score -1418573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1418575.375000 Penalty: 4657.601562
	Iteration 50Q: 3 clusters Score -1418575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1418581.250000 Penalty: 4657.601562
	Iteration 51Q: 3 clusters Score -1418581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1418588.125000 Penalty: 4657.601562
	Iteration 52Q: 3 clusters Score -1418588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1418593.000000 Penalty: 4657.601562
	Iteration 53Q: 3 clusters Score -1418593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1418601.125000 Penalty: 4657.601562
	Iteration 54Q: 3 clusters Score -1418601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1418613.125000 Penalty: 4657.601562
	Iteration 55Q: 3 clusters Score -1418613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1418623.625000 Penalty: 4657.601562
	Iteration 56Q: 3 clusters Score -1418624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1418635.000000 Penalty: 4657.601562
	Iteration 57Q: 3 clusters Score -1418635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1418655.500000 Penalty: 4657.601562
	Iteration 58Q: 3 clusters Score -1418656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1418669.500000 Penalty: 4657.601562
	Iteration 59Q: 3 clusters Score -1418670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1418685.000000 Penalty: 4657.601562
	Iteration 60F: 3 clusters Score -1418685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1418696.625000 Penalty: 4657.601562
	Iteration 61Q: 3 clusters Score -1418697 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1418714.000000 Penalty: 4657.601562
	Iteration 62Q: 3 clusters Score -1418714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1418719.125000 Penalty: 4657.601562
	Iteration 63Q: 3 clusters Score -1418719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1418727.500000 Penalty: 4657.601562
	Iteration 64Q: 3 clusters Score -1418728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1418734.375000 Penalty: 4657.601562
	Iteration 65Q: 3 clusters Score -1418734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1418739.625000 Penalty: 4657.601562
	Iteration 66Q: 3 clusters Score -1418740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1418744.750000 Penalty: 4657.601562
	Iteration 67Q: 3 clusters Score -1418745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1418744.000000 Penalty: 4657.601562
	Iteration 68Q: 3 clusters Score -1418744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1418751.375000 Penalty: 4657.601562
	Iteration 69Q: 3 clusters Score -1418751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1418752.750000 Penalty: 4657.601562
	Iteration 70Q: 3 clusters Score -1418753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1418757.375000 Penalty: 4657.601562
	Iteration 71Q: 3 clusters Score -1418757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1418765.000000 Penalty: 4657.601562
	Iteration 72Q: 3 clusters Score -1418765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1418776.000000 Penalty: 4657.601562
	Iteration 73Q: 3 clusters Score -1418776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1418792.750000 Penalty: 4657.601562
	Iteration 74Q: 3 clusters Score -1418793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1418814.125000 Penalty: 4657.601562
	Iteration 75Q: 3 clusters Score -1418814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1418829.500000 Penalty: 4657.601562
	Iteration 76Q: 3 clusters Score -1418830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1418845.375000 Penalty: 4657.601562
	Iteration 77Q: 3 clusters Score -1418845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1418864.750000 Penalty: 4657.601562
	Iteration 78Q: 3 clusters Score -1418865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1418884.500000 Penalty: 4657.601562
	Iteration 79Q: 3 clusters Score -1418884 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1418905.750000 Penalty: 4657.601562
	Iteration 80F: 3 clusters Score -1418906 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1418926.000000 Penalty: 4657.601562
	Iteration 81Q: 3 clusters Score -1418926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1418939.625000 Penalty: 4657.601562
	Iteration 82Q: 3 clusters Score -1418940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1418946.875000 Penalty: 4657.601562
	Iteration 83Q: 3 clusters Score -1418947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1418957.500000 Penalty: 4657.601562
	Iteration 84Q: 3 clusters Score -1418958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1418966.625000 Penalty: 4657.601562
	Iteration 85Q: 3 clusters Score -1418967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1418975.375000 Penalty: 4657.601562
	Iteration 86Q: 3 clusters Score -1418975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1418985.375000 Penalty: 4657.601562
	Iteration 87Q: 3 clusters Score -1418985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1418996.500000 Penalty: 4657.601562
	Iteration 88Q: 3 clusters Score -1418996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1419006.625000 Penalty: 4657.601562
	Iteration 89Q: 3 clusters Score -1419007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1419008.625000 Penalty: 4657.601562
	Iteration 90Q: 3 clusters Score -1419009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1419015.250000 Penalty: 4657.601562
	Iteration 91Q: 3 clusters Score -1419015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1419018.750000 Penalty: 4657.601562
	Iteration 92Q: 3 clusters Score -1419019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1419023.125000 Penalty: 4657.601562
	Iteration 93Q: 3 clusters Score -1419023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1419023.500000 Penalty: 4657.601562
	Iteration 94Q: 3 clusters Score -1419024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1419024.250000 Penalty: 4657.601562
	Iteration 95Q: 3 clusters Score -1419024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1419026.625000 Penalty: 4657.601562
	Iteration 96Q: 3 clusters Score -1419027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1419030.000000 Penalty: 4657.601562
	Iteration 97Q: 3 clusters Score -1419030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1419031.625000 Penalty: 4657.601562
	Iteration 98Q: 3 clusters Score -1419032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1419033.750000 Penalty: 4657.601562
	Iteration 99Q: 3 clusters Score -1419034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1419037.000000 Penalty: 4657.601562
	Iteration 100F: 3 clusters Score -1419037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1419035.875000 Penalty: 4657.601562
	Iteration 101Q: 3 clusters Score -1419036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1419034.500000 Penalty: 4657.601562
	Iteration 102Q: 3 clusters Score -1419034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1419036.125000 Penalty: 4657.601562
	Iteration 103Q: 3 clusters Score -1419036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1419034.750000 Penalty: 4657.601562
	Iteration 104Q: 3 clusters Score -1419035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1419036.875000 Penalty: 4657.601562
	Iteration 105Q: 3 clusters Score -1419037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1419035.750000 Penalty: 4657.601562
	Iteration 106Q: 3 clusters Score -1419036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1419035.625000 Penalty: 4657.601562
	Iteration 107Q: 3 clusters Score -1419036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1419035.625000 Penalty: 4657.601562
	Iteration 108F: 3 clusters Score -1419036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -108467.039062 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -108467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -106536.351562 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -106536.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -106820.054688 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -106820.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -106899.867188 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -106899.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -106938.593750 Penalty: 3396.610596
	Iteration 3Q: 3 clusters Score -106938.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -106961.484375 Penalty: 3396.610596
	Iteration 4Q: 3 clusters Score -106961.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -106979.265625 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -106979.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -106996.843750 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -106996.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -107002.890625 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -107002.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107010.140625 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -107010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -107014.960938 Penalty: 3396.610596
	Iteration 9Q: 3 clusters Score -107015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107017.000000 Penalty: 3396.610596
	Iteration 10Q: 3 clusters Score -107017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107017.000000 Penalty: 3396.610596
	Iteration 11F: 3 clusters Score -107017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (24431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Entering Unmasked Estep 
Score: -3042508.500000 Penalty: 2505.694824
	Iteration 0F: 2 clusters Score -3042508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -3025592.000000 Penalty: 5011.389648
	Iteration 0F: 3 clusters Score -3025592 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3031461.250000 Penalty: 5011.389648
	Iteration 1F: 3 clusters Score -3031461 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3031921.250000 Penalty: 5011.389648
	Iteration 2F: 3 clusters Score -3031921 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3032395.250000 Penalty: 5011.389648
	Iteration 3Q: 3 clusters Score -3032395 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3032946.500000 Penalty: 5011.389648
	Iteration 4Q: 3 clusters Score -3032946 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3033610.250000 Penalty: 5011.389648
	Iteration 5Q: 3 clusters Score -3033610 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3034487.250000 Penalty: 5011.389648
	Iteration 6F: 3 clusters Score -3034487 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -3035492.250000 Penalty: 5011.389648
	Iteration 7F: 3 clusters Score -3035492 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3036584.000000 Penalty: 5011.389648
	Iteration 8F: 3 clusters Score -3036584 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3037585.250000 Penalty: 5011.389648
	Iteration 9Q: 3 clusters Score -3037585 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -3038460.000000 Penalty: 5011.389648
	Iteration 10Q: 3 clusters Score -3038460 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3039126.750000 Penalty: 5011.389648
	Iteration 11Q: 3 clusters Score -3039127 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3039536.500000 Penalty: 5011.389648
	Iteration 12Q: 3 clusters Score -3039536 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -3039771.500000 Penalty: 5011.389648
	Iteration 13Q: 3 clusters Score -3039772 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3039893.250000 Penalty: 5011.389648
	Iteration 14Q: 3 clusters Score -3039893 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3039968.750000 Penalty: 5011.389648
	Iteration 15Q: 3 clusters Score -3039969 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3040021.750000 Penalty: 5011.389648
	Iteration 16Q: 3 clusters Score -3040022 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -3040048.500000 Penalty: 5011.389648
	Iteration 17Q: 3 clusters Score -3040048 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -3040073.750000 Penalty: 5011.389648
	Iteration 18Q: 3 clusters Score -3040074 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3040099.250000 Penalty: 5011.389648
	Iteration 19Q: 3 clusters Score -3040099 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3040122.500000 Penalty: 5011.389648
	Iteration 20F: 3 clusters Score -3040122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3040125.250000 Penalty: 5011.389648
	Iteration 21Q: 3 clusters Score -3040125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3040134.750000 Penalty: 5011.389648
	Iteration 22Q: 3 clusters Score -3040135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3040138.500000 Penalty: 5011.389648
	Iteration 23Q: 3 clusters Score -3040138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3040138.500000 Penalty: 5011.389648
	Iteration 24Q: 3 clusters Score -3040138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -3040145.500000 Penalty: 5011.389648
	Iteration 25Q: 3 clusters Score -3040146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -3040145.750000 Penalty: 5011.389648
	Iteration 26Q: 3 clusters Score -3040146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3040154.750000 Penalty: 5011.389648
	Iteration 27Q: 3 clusters Score -3040155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3040154.000000 Penalty: 5011.389648
	Iteration 28Q: 3 clusters Score -3040154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -3040149.750000 Penalty: 5011.389648
	Iteration 29Q: 3 clusters Score -3040150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3040151.500000 Penalty: 5011.389648
	Iteration 30Q: 3 clusters Score -3040152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3040152.250000 Penalty: 5011.389648
	Iteration 31Q: 3 clusters Score -3040152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -3040148.500000 Penalty: 5011.389648
	Iteration 32Q: 3 clusters Score -3040148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3040146.000000 Penalty: 5011.389648
	Iteration 33Q: 3 clusters Score -3040146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3040155.750000 Penalty: 5011.389648
	Iteration 34Q: 3 clusters Score -3040156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3040158.750000 Penalty: 5011.389648
	Iteration 35Q: 3 clusters Score -3040159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -3040159.000000 Penalty: 5011.389648
	Iteration 36Q: 3 clusters Score -3040159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3040160.750000 Penalty: 5011.389648
	Iteration 37Q: 3 clusters Score -3040161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3040155.750000 Penalty: 5011.389648
	Iteration 38Q: 3 clusters Score -3040156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3040160.750000 Penalty: 5011.389648
	Iteration 39Q: 3 clusters Score -3040161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -3040159.500000 Penalty: 5011.389648
	Iteration 40F: 3 clusters Score -3040160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3040161.750000 Penalty: 5011.389648
	Iteration 41Q: 3 clusters Score -3040162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3040164.750000 Penalty: 5011.389648
	Iteration 42Q: 3 clusters Score -3040165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -3040175.500000 Penalty: 5011.389648
	Iteration 43Q: 3 clusters Score -3040176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -3040177.000000 Penalty: 5011.389648
	Iteration 44Q: 3 clusters Score -3040177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -3040182.500000 Penalty: 5011.389648
	Iteration 45Q: 3 clusters Score -3040182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -3040180.750000 Penalty: 5011.389648
	Iteration 46Q: 3 clusters Score -3040181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3040179.000000 Penalty: 5011.389648
	Iteration 47Q: 3 clusters Score -3040179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3040180.500000 Penalty: 5011.389648
	Iteration 48Q: 3 clusters Score -3040180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3040184.250000 Penalty: 5011.389648
	Iteration 49Q: 3 clusters Score -3040184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3040184.250000 Penalty: 5011.389648
	Iteration 50Q: 3 clusters Score -3040184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3040185.500000 Penalty: 5011.389648
	Iteration 51Q: 3 clusters Score -3040186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -3040189.500000 Penalty: 5011.389648
	Iteration 52Q: 3 clusters Score -3040190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3040188.750000 Penalty: 5011.389648
	Iteration 53Q: 3 clusters Score -3040189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -3040189.750000 Penalty: 5011.389648
	Iteration 54Q: 3 clusters Score -3040190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -3040193.250000 Penalty: 5011.389648
	Iteration 55Q: 3 clusters Score -3040193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -3040192.750000 Penalty: 5011.389648
	Iteration 56Q: 3 clusters Score -3040193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3040196.000000 Penalty: 5011.389648
	Iteration 57Q: 3 clusters Score -3040196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3040198.250000 Penalty: 5011.389648
	Iteration 58Q: 3 clusters Score -3040198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3040201.750000 Penalty: 5011.389648
	Iteration 59Q: 3 clusters Score -3040202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3040203.750000 Penalty: 5011.389648
	Iteration 60F: 3 clusters Score -3040204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3040202.750000 Penalty: 5011.389648
	Iteration 61Q: 3 clusters Score -3040203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3040200.250000 Penalty: 5011.389648
	Iteration 62Q: 3 clusters Score -3040200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3040204.500000 Penalty: 5011.389648
	Iteration 63Q: 3 clusters Score -3040204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3040206.000000 Penalty: 5011.389648
	Iteration 64Q: 3 clusters Score -3040206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3040209.250000 Penalty: 5011.389648
	Iteration 65Q: 3 clusters Score -3040209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3040213.500000 Penalty: 5011.389648
	Iteration 66Q: 3 clusters Score -3040214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3040213.250000 Penalty: 5011.389648
	Iteration 67Q: 3 clusters Score -3040213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3040215.750000 Penalty: 5011.389648
	Iteration 68Q: 3 clusters Score -3040216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -3040213.750000 Penalty: 5011.389648
	Iteration 69Q: 3 clusters Score -3040214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3040216.000000 Penalty: 5011.389648
	Iteration 70Q: 3 clusters Score -3040216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3040216.000000 Penalty: 5011.389648
	Iteration 71F: 3 clusters Score -3040216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -40898.515625 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -40898.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39659.953125 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -39659.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39783.964844 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -39783.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39812.105469 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -39812.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39824.515625 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -39824.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39826.421875 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -39826.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39833.937500 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -39833.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39833.937500 Penalty: 2776.817383
	Iteration 6F: 3 clusters Score -39833.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -289423.125000 Penalty: 1933.116089
	Iteration 0F: 2 clusters Score -289423.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -286574.093750 Penalty: 3866.232178
	Iteration 0F: 3 clusters Score -286574.1 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -287114.156250 Penalty: 3866.232178
	Iteration 1F: 3 clusters Score -287114.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -287244.312500 Penalty: 3866.232178
	Iteration 2F: 3 clusters Score -287244.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -287331.500000 Penalty: 3866.232178
	Iteration 3Q: 3 clusters Score -287331.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -287415.218750 Penalty: 3866.232178
	Iteration 4Q: 3 clusters Score -287415.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -287459.562500 Penalty: 3866.232178
	Iteration 5Q: 3 clusters Score -287459.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -287498.125000 Penalty: 3866.232178
	Iteration 6Q: 3 clusters Score -287498.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -287549.375000 Penalty: 3866.232178
	Iteration 7Q: 3 clusters Score -287549.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -287587.843750 Penalty: 3866.232178
	Iteration 8Q: 3 clusters Score -287587.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -287620.875000 Penalty: 3866.232178
	Iteration 9Q: 3 clusters Score -287620.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -287653.250000 Penalty: 3866.232178
	Iteration 10Q: 3 clusters Score -287653.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -287682.375000 Penalty: 3866.232178
	Iteration 11Q: 3 clusters Score -287682.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -287707.687500 Penalty: 3866.232178
	Iteration 12Q: 3 clusters Score -287707.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -287734.250000 Penalty: 3866.232178
	Iteration 13Q: 3 clusters Score -287734.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -287762.687500 Penalty: 3866.232178
	Iteration 14Q: 3 clusters Score -287762.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -287783.687500 Penalty: 3866.232178
	Iteration 15Q: 3 clusters Score -287783.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -287799.625000 Penalty: 3866.232178
	Iteration 16Q: 3 clusters Score -287799.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -287817.593750 Penalty: 3866.232178
	Iteration 17Q: 3 clusters Score -287817.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -287837.875000 Penalty: 3866.232178
	Iteration 18Q: 3 clusters Score -287837.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -287863.437500 Penalty: 3866.232178
	Iteration 19Q: 3 clusters Score -287863.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -287890.218750 Penalty: 3866.232178
	Iteration 20F: 3 clusters Score -287890.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -287913.468750 Penalty: 3866.232178
	Iteration 21Q: 3 clusters Score -287913.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -287941.906250 Penalty: 3866.232178
	Iteration 22Q: 3 clusters Score -287941.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -287964.812500 Penalty: 3866.232178
	Iteration 23Q: 3 clusters Score -287964.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -287997.250000 Penalty: 3866.232178
	Iteration 24Q: 3 clusters Score -287997.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -288014.937500 Penalty: 3866.232178
	Iteration 25Q: 3 clusters Score -288014.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -288028.468750 Penalty: 3866.232178
	Iteration 26Q: 3 clusters Score -288028.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -288036.593750 Penalty: 3866.232178
	Iteration 27Q: 3 clusters Score -288036.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -288042.187500 Penalty: 3866.232178
	Iteration 28Q: 3 clusters Score -288042.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -288048.500000 Penalty: 3866.232178
	Iteration 29Q: 3 clusters Score -288048.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -288055.000000 Penalty: 3866.232178
	Iteration 30Q: 3 clusters Score -288055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -288059.406250 Penalty: 3866.232178
	Iteration 31Q: 3 clusters Score -288059.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -288060.312500 Penalty: 3866.232178
	Iteration 32Q: 3 clusters Score -288060.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -288061.500000 Penalty: 3866.232178
	Iteration 33Q: 3 clusters Score -288061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -288063.250000 Penalty: 3866.232178
	Iteration 34Q: 3 clusters Score -288063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -288064.500000 Penalty: 3866.232178
	Iteration 35Q: 3 clusters Score -288064.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -288065.000000 Penalty: 3866.232178
	Iteration 36Q: 3 clusters Score -288065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -288065.968750 Penalty: 3866.232178
	Iteration 37Q: 3 clusters Score -288066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -288065.968750 Penalty: 3866.232178
	Iteration 38F: 3 clusters Score -288066 nChanged 0
20->82 Clusters: Score -154541168.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1313165 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 65312 members 
Mstep: Class 3 contains 65791 members 
Mstep: Class 4 contains 65387 members 
Mstep: Class 5 contains 65754 members 
Mstep: Class 6 contains 65607 members 
Mstep: Class 7 contains 65771 members 
Mstep: Class 8 contains 65850 members 
Mstep: Class 9 contains 65208 members 
Mstep: Class 10 contains 65725 members 
Mstep: Class 11 contains 65756 members 
Mstep: Class 12 contains 66179 members 
Mstep: Class 13 contains 65244 members 
Mstep: Class 14 contains 65535 members 
Mstep: Class 15 contains 65462 members 
Mstep: Class 16 contains 65819 members 
Mstep: Class 17 contains 65587 members 
Mstep: Class 18 contains 65477 members 
Mstep: Class 19 contains 65782 members 
Mstep: Class 20 contains 65937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1191.132812 but Gain 3493.812500
Score: -142872432.000000 Penalty: 66382.421875
Iteration 0F: 20 clusters Score -1.428724e+08 nChanged 1244994
Entering Unmasked Mstep 
Mstep: Class 0 contains 3385 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 25694 members 
Mstep: Class 3 contains 77800 members 
Mstep: Class 4 contains 98227 members 
Mstep: Class 6 contains 77529 members 
Mstep: Class 7 contains 54301 members 
Mstep: Class 8 contains 98584 members 
Mstep: Class 9 contains 16564 members 
Mstep: Class 10 contains 25250 members 
Mstep: Class 11 contains 119750 members 
Mstep: Class 12 contains 111845 members 
Mstep: Class 13 contains 72689 members 
Mstep: Class 14 contains 47330 members 
Mstep: Class 15 contains 45850 members 
Mstep: Class 16 contains 26938 members 
Mstep: Class 17 contains 91155 members 
Mstep: Class 18 contains 123656 members 
Mstep: Class 19 contains 99103 members 
Mstep: Class 20 contains 25593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148620352.000000 Penalty: 66382.421875
Iteration 1F: 20 clusters Score -1.486204e+08 nChanged 636347
Entering Unmasked Mstep 
Mstep: Class 0 contains 1451 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 6709 members 
Mstep: Class 3 contains 94012 members 
Mstep: Class 4 contains 74482 members 
Mstep: Class 6 contains 30870 members 
Mstep: Class 7 contains 51905 members 
Mstep: Class 8 contains 84849 members 
Mstep: Class 9 contains 4011 members 
Mstep: Class 10 contains 21537 members 
Mstep: Class 11 contains 111644 members 
Mstep: Class 12 contains 187102 members 
Mstep: Class 13 contains 85910 members 
Mstep: Class 14 contains 36915 members 
Mstep: Class 15 contains 49640 members 
Mstep: Class 16 contains 14677 members 
Mstep: Class 17 contains 186758 members 
Mstep: Class 18 contains 146885 members 
Mstep: Class 19 contains 58943 members 
Mstep: Class 20 contains 11454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150609344.000000 Penalty: 66382.421875
Iteration 2F: 20 clusters Score -1.506093e+08 nChanged 408901
Entering Unmasked Mstep 
Mstep: Class 0 contains 803 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 5648 members 
Mstep: Class 3 contains 79197 members 
Mstep: Class 4 contains 72574 members 
Mstep: Class 6 contains 24423 members 
Mstep: Class 7 contains 43502 members 
Mstep: Class 8 contains 95969 members 
Mstep: Class 9 contains 4681 members 
Mstep: Class 10 contains 20204 members 
Mstep: Class 11 contains 99718 members 
Mstep: Class 12 contains 240960 members 
Mstep: Class 13 contains 89093 members 
Mstep: Class 14 contains 19284 members 
Mstep: Class 15 contains 41633 members 
Mstep: Class 16 contains 7041 members 
Mstep: Class 17 contains 250694 members 
Mstep: Class 18 contains 131826 members 
Mstep: Class 19 contains 31714 members 
Mstep: Class 20 contains 13150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151636912.000000 Penalty: 66382.421875
Iteration 3F: 20 clusters Score -1.516369e+08 nChanged 293892
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 5447 members 
Mstep: Class 3 contains 61592 members 
Mstep: Class 4 contains 79019 members 
Mstep: Class 6 contains 25747 members 
Mstep: Class 7 contains 36555 members 
Mstep: Class 8 contains 109645 members 
Mstep: Class 9 contains 16101 members 
Mstep: Class 10 contains 16665 members 
Mstep: Class 11 contains 92204 members 
Mstep: Class 12 contains 249381 members 
Mstep: Class 13 contains 89228 members 
Mstep: Class 14 contains 9585 members 
Mstep: Class 15 contains 24598 members 
Mstep: Class 16 contains 1527 members 
Mstep: Class 17 contains 296533 members 
Mstep: Class 18 contains 123068 members 
Mstep: Class 19 contains 19094 members 
Mstep: Class 20 contains 17377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152526560.000000 Penalty: 66382.421875
Iteration 4F: 20 clusters Score -1.525266e+08 nChanged 198154
Entering Unmasked Mstep 
Mstep: Class 0 contains 674 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 5903 members 
Mstep: Class 3 contains 51008 members 
Mstep: Class 4 contains 77932 members 
Mstep: Class 6 contains 23823 members 
Mstep: Class 7 contains 33035 members 
Mstep: Class 8 contains 123484 members 
Mstep: Class 9 contains 18089 members 
Mstep: Class 10 contains 15846 members 
Mstep: Class 11 contains 85559 members 
Mstep: Class 12 contains 233979 members 
Mstep: Class 13 contains 87567 members 
Mstep: Class 14 contains 5887 members 
Mstep: Class 15 contains 20855 members 
Mstep: Class 16 contains 584 members 
Mstep: Class 17 contains 327813 members 
Mstep: Class 18 contains 123464 members 
Mstep: Class 19 contains 16539 members 
Mstep: Class 20 contains 19972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152833936.000000 Penalty: 66382.421875
Iteration 5F: 20 clusters Score -1.528339e+08 nChanged 149055
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 7504 members 
Mstep: Class 3 contains 46929 members 
Mstep: Class 4 contains 71415 members 
Mstep: Class 6 contains 21116 members 
Mstep: Class 7 contains 29253 members 
Mstep: Class 8 contains 132278 members 
Mstep: Class 9 contains 18378 members 
Mstep: Class 10 contains 16403 members 
Mstep: Class 11 contains 79894 members 
Mstep: Class 12 contains 209109 members 
Mstep: Class 13 contains 87244 members 
Mstep: Class 14 contains 4506 members 
Mstep: Class 15 contains 22787 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 358719 members 
Mstep: Class 18 contains 124606 members 
Mstep: Class 19 contains 15395 members 
Mstep: Class 20 contains 21845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152971712.000000 Penalty: 66382.421875
Iteration 6F: 20 clusters Score -1.529717e+08 nChanged 113140
Entering Unmasked Mstep 
Mstep: Class 0 contains 398 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 8169 members 
Mstep: Class 3 contains 48545 members 
Mstep: Class 4 contains 63209 members 
Mstep: Class 6 contains 19231 members 
Mstep: Class 7 contains 26702 members 
Mstep: Class 8 contains 139714 members 
Mstep: Class 9 contains 18474 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 75313 members 
Mstep: Class 12 contains 196421 members 
Mstep: Class 13 contains 87206 members 
Mstep: Class 14 contains 4540 members 
Mstep: Class 15 contains 25073 members 
Mstep: Class 16 contains 878 members 
Mstep: Class 17 contains 370763 members 
Mstep: Class 18 contains 124897 members 
Mstep: Class 19 contains 14520 members 
Mstep: Class 20 contains 23851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153062992.000000 Penalty: 66382.421875
Iteration 7F: 20 clusters Score -1.53063e+08 nChanged 82517
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 8478 members 
Mstep: Class 3 contains 52474 members 
Mstep: Class 4 contains 54947 members 
Mstep: Class 6 contains 18111 members 
Mstep: Class 7 contains 25369 members 
Mstep: Class 8 contains 147805 members 
Mstep: Class 9 contains 18538 members 
Mstep: Class 10 contains 18046 members 
Mstep: Class 11 contains 71570 members 
Mstep: Class 12 contains 190256 members 
Mstep: Class 13 contains 87269 members 
Mstep: Class 14 contains 4924 members 
Mstep: Class 15 contains 25600 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 372186 members 
Mstep: Class 18 contains 124862 members 
Mstep: Class 19 contains 14700 members 
Mstep: Class 20 contains 26414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153133568.000000 Penalty: 66382.421875
Iteration 8F: 20 clusters Score -1.531336e+08 nChanged 66088
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 9013 members 
Mstep: Class 3 contains 57691 members 
Mstep: Class 4 contains 46438 members 
Mstep: Class 6 contains 16799 members 
Mstep: Class 7 contains 24597 members 
Mstep: Class 8 contains 157289 members 
Mstep: Class 9 contains 18606 members 
Mstep: Class 10 contains 18455 members 
Mstep: Class 11 contains 68153 members 
Mstep: Class 12 contains 185062 members 
Mstep: Class 13 contains 87204 members 
Mstep: Class 14 contains 5322 members 
Mstep: Class 15 contains 25519 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 368743 members 
Mstep: Class 18 contains 124722 members 
Mstep: Class 19 contains 15371 members 
Mstep: Class 20 contains 30617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153231504.000000 Penalty: 66382.421875
Iteration 9F: 20 clusters Score -1.532315e+08 nChanged 57370
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 9618 members 
Mstep: Class 3 contains 63664 members 
Mstep: Class 4 contains 37923 members 
Mstep: Class 6 contains 15692 members 
Mstep: Class 7 contains 24044 members 
Mstep: Class 8 contains 167586 members 
Mstep: Class 9 contains 18610 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 64833 members 
Mstep: Class 12 contains 179436 members 
Mstep: Class 13 contains 89749 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 25109 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 363177 members 
Mstep: Class 18 contains 124746 members 
Mstep: Class 19 contains 16060 members 
Mstep: Class 20 contains 33529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153320544.000000 Penalty: 66382.421875
Iteration 10Q: 20 clusters Score -1.533205e+08 nChanged 49851
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 9931 members 
Mstep: Class 3 contains 69948 members 
Mstep: Class 4 contains 35417 members 
Mstep: Class 6 contains 15474 members 
Mstep: Class 7 contains 23858 members 
Mstep: Class 8 contains 179231 members 
Mstep: Class 9 contains 18615 members 
Mstep: Class 10 contains 18578 members 
Mstep: Class 11 contains 61806 members 
Mstep: Class 12 contains 172707 members 
Mstep: Class 13 contains 90661 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 24169 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 355563 members 
Mstep: Class 18 contains 124431 members 
Mstep: Class 19 contains 16479 members 
Mstep: Class 20 contains 34349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153368640.000000 Penalty: 66382.421875
Iteration 11Q: 20 clusters Score -1.533686e+08 nChanged 50911
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 10167 members 
Mstep: Class 3 contains 76668 members 
Mstep: Class 4 contains 37525 members 
Mstep: Class 6 contains 15853 members 
Mstep: Class 7 contains 23769 members 
Mstep: Class 8 contains 193728 members 
Mstep: Class 9 contains 18614 members 
Mstep: Class 10 contains 18343 members 
Mstep: Class 11 contains 59448 members 
Mstep: Class 12 contains 164388 members 
Mstep: Class 13 contains 89489 members 
Mstep: Class 14 contains 6607 members 
Mstep: Class 15 contains 23100 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 344093 members 
Mstep: Class 18 contains 123495 members 
Mstep: Class 19 contains 16583 members 
Mstep: Class 20 contains 34865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153422208.000000 Penalty: 66382.421875
Iteration 12Q: 20 clusters Score -1.534222e+08 nChanged 53178
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 83500 members 
Mstep: Class 4 contains 39557 members 
Mstep: Class 6 contains 16284 members 
Mstep: Class 7 contains 23744 members 
Mstep: Class 8 contains 209583 members 
Mstep: Class 9 contains 18613 members 
Mstep: Class 10 contains 18144 members 
Mstep: Class 11 contains 57979 members 
Mstep: Class 12 contains 154241 members 
Mstep: Class 13 contains 88712 members 
Mstep: Class 14 contains 6999 members 
Mstep: Class 15 contains 22257 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 331854 members 
Mstep: Class 18 contains 122237 members 
Mstep: Class 19 contains 16660 members 
Mstep: Class 20 contains 35169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153476816.000000 Penalty: 66382.421875
Iteration 13Q: 20 clusters Score -1.534768e+08 nChanged 56176
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 10436 members 
Mstep: Class 3 contains 90739 members 
Mstep: Class 4 contains 41285 members 
Mstep: Class 6 contains 16618 members 
Mstep: Class 7 contains 23883 members 
Mstep: Class 8 contains 224223 members 
Mstep: Class 9 contains 18615 members 
Mstep: Class 10 contains 17995 members 
Mstep: Class 11 contains 57317 members 
Mstep: Class 12 contains 143193 members 
Mstep: Class 13 contains 88395 members 
Mstep: Class 14 contains 7223 members 
Mstep: Class 15 contains 21739 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 320378 members 
Mstep: Class 18 contains 120425 members 
Mstep: Class 19 contains 16688 members 
Mstep: Class 20 contains 35488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153533136.000000 Penalty: 66382.421875
Iteration 14Q: 20 clusters Score -1.535331e+08 nChanged 54905
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 10544 members 
Mstep: Class 3 contains 98509 members 
Mstep: Class 4 contains 42899 members 
Mstep: Class 6 contains 16786 members 
Mstep: Class 7 contains 24107 members 
Mstep: Class 8 contains 233618 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 17891 members 
Mstep: Class 11 contains 57157 members 
Mstep: Class 12 contains 131937 members 
Mstep: Class 13 contains 88301 members 
Mstep: Class 14 contains 7354 members 
Mstep: Class 15 contains 21374 members 
Mstep: Class 16 contains 1546 members 
Mstep: Class 17 contains 313493 members 
Mstep: Class 18 contains 118169 members 
Mstep: Class 19 contains 16740 members 
Mstep: Class 20 contains 36017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153581088.000000 Penalty: 66382.421875
Iteration 15Q: 20 clusters Score -1.535811e+08 nChanged 48351
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 106629 members 
Mstep: Class 4 contains 44414 members 
Mstep: Class 6 contains 16908 members 
Mstep: Class 7 contains 24569 members 
Mstep: Class 8 contains 237488 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 17783 members 
Mstep: Class 11 contains 57288 members 
Mstep: Class 12 contains 121419 members 
Mstep: Class 13 contains 88328 members 
Mstep: Class 14 contains 7387 members 
Mstep: Class 15 contains 21134 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 311334 members 
Mstep: Class 18 contains 115337 members 
Mstep: Class 19 contains 16782 members 
Mstep: Class 20 contains 36641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153618448.000000 Penalty: 66382.421875
Iteration 16Q: 20 clusters Score -1.536184e+08 nChanged 40868
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 10456 members 
Mstep: Class 3 contains 114401 members 
Mstep: Class 4 contains 45779 members 
Mstep: Class 6 contains 17021 members 
Mstep: Class 7 contains 25049 members 
Mstep: Class 8 contains 238492 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 17696 members 
Mstep: Class 11 contains 57512 members 
Mstep: Class 12 contains 113098 members 
Mstep: Class 13 contains 88394 members 
Mstep: Class 14 contains 7394 members 
Mstep: Class 15 contains 20959 members 
Mstep: Class 16 contains 1524 members 
Mstep: Class 17 contains 311104 members 
Mstep: Class 18 contains 111794 members 
Mstep: Class 19 contains 16819 members 
Mstep: Class 20 contains 37310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153646080.000000 Penalty: 66382.421875
Iteration 17Q: 20 clusters Score -1.536461e+08 nChanged 34460
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 10232 members 
Mstep: Class 3 contains 120991 members 
Mstep: Class 4 contains 47026 members 
Mstep: Class 6 contains 17045 members 
Mstep: Class 7 contains 25465 members 
Mstep: Class 8 contains 238232 members 
Mstep: Class 9 contains 18617 members 
Mstep: Class 10 contains 17644 members 
Mstep: Class 11 contains 57862 members 
Mstep: Class 12 contains 107661 members 
Mstep: Class 13 contains 88480 members 
Mstep: Class 14 contains 7389 members 
Mstep: Class 15 contains 20798 members 
Mstep: Class 16 contains 1514 members 
Mstep: Class 17 contains 311189 members 
Mstep: Class 18 contains 107849 members 
Mstep: Class 19 contains 16848 members 
Mstep: Class 20 contains 37895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153669392.000000 Penalty: 66382.421875
Iteration 18Q: 20 clusters Score -1.536694e+08 nChanged 28237
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 9979 members 
Mstep: Class 3 contains 125991 members 
Mstep: Class 4 contains 48117 members 
Mstep: Class 6 contains 16967 members 
Mstep: Class 7 contains 25855 members 
Mstep: Class 8 contains 237504 members 
Mstep: Class 9 contains 18617 members 
Mstep: Class 10 contains 17611 members 
Mstep: Class 11 contains 58223 members 
Mstep: Class 12 contains 104716 members 
Mstep: Class 13 contains 88569 members 
Mstep: Class 14 contains 7364 members 
Mstep: Class 15 contains 20654 members 
Mstep: Class 16 contains 1508 members 
Mstep: Class 17 contains 311238 members 
Mstep: Class 18 contains 103795 members 
Mstep: Class 19 contains 16873 members 
Mstep: Class 20 contains 38414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153682880.000000 Penalty: 66382.421875
Iteration 19Q: 20 clusters Score -1.536829e+08 nChanged 23108
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 9685 members 
Mstep: Class 3 contains 129688 members 
Mstep: Class 4 contains 49228 members 
Mstep: Class 6 contains 16827 members 
Mstep: Class 7 contains 26180 members 
Mstep: Class 8 contains 236912 members 
Mstep: Class 9 contains 18617 members 
Mstep: Class 10 contains 17577 members 
Mstep: Class 11 contains 58580 members 
Mstep: Class 12 contains 103299 members 
Mstep: Class 13 contains 88662 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 20526 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 310792 members 
Mstep: Class 18 contains 99923 members 
Mstep: Class 19 contains 16889 members 
Mstep: Class 20 contains 38808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153697152.000000 Penalty: 66382.421875
Iteration 20F: 20 clusters Score -1.536972e+08 nChanged 21105
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 9618 members 
Mstep: Class 3 contains 133842 members 
Mstep: Class 4 contains 50302 members 
Mstep: Class 6 contains 16566 members 
Mstep: Class 7 contains 26479 members 
Mstep: Class 8 contains 235853 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 17540 members 
Mstep: Class 11 contains 58875 members 
Mstep: Class 12 contains 102827 members 
Mstep: Class 13 contains 88780 members 
Mstep: Class 14 contains 7868 members 
Mstep: Class 15 contains 19813 members 
Mstep: Class 16 contains 1583 members 
Mstep: Class 17 contains 309915 members 
Mstep: Class 18 contains 95358 members 
Mstep: Class 19 contains 16906 members 
Mstep: Class 20 contains 39126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153711152.000000 Penalty: 66382.421875
Iteration 21Q: 20 clusters Score -1.537112e+08 nChanged 18523
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 9544 members 
Mstep: Class 3 contains 137315 members 
Mstep: Class 4 contains 51376 members 
Mstep: Class 6 contains 16437 members 
Mstep: Class 7 contains 26812 members 
Mstep: Class 8 contains 234928 members 
Mstep: Class 9 contains 18620 members 
Mstep: Class 10 contains 17506 members 
Mstep: Class 11 contains 59064 members 
Mstep: Class 12 contains 102877 members 
Mstep: Class 13 contains 88893 members 
Mstep: Class 14 contains 8403 members 
Mstep: Class 15 contains 19088 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 308788 members 
Mstep: Class 18 contains 91091 members 
Mstep: Class 19 contains 16919 members 
Mstep: Class 20 contains 39339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153722608.000000 Penalty: 66382.421875
Iteration 22Q: 20 clusters Score -1.537226e+08 nChanged 15935
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 9511 members 
Mstep: Class 3 contains 140329 members 
Mstep: Class 4 contains 52404 members 
Mstep: Class 6 contains 16329 members 
Mstep: Class 7 contains 27065 members 
Mstep: Class 8 contains 233882 members 
Mstep: Class 9 contains 18620 members 
Mstep: Class 10 contains 17461 members 
Mstep: Class 11 contains 59166 members 
Mstep: Class 12 contains 103268 members 
Mstep: Class 13 contains 89004 members 
Mstep: Class 14 contains 8828 members 
Mstep: Class 15 contains 18544 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 307579 members 
Mstep: Class 18 contains 87232 members 
Mstep: Class 19 contains 16938 members 
Mstep: Class 20 contains 39489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153732976.000000 Penalty: 66382.421875
Iteration 23Q: 20 clusters Score -1.53733e+08 nChanged 13958
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 9442 members 
Mstep: Class 3 contains 143138 members 
Mstep: Class 4 contains 53440 members 
Mstep: Class 6 contains 16246 members 
Mstep: Class 7 contains 27334 members 
Mstep: Class 8 contains 232916 members 
Mstep: Class 9 contains 18620 members 
Mstep: Class 10 contains 17420 members 
Mstep: Class 11 contains 59231 members 
Mstep: Class 12 contains 103806 members 
Mstep: Class 13 contains 89051 members 
Mstep: Class 14 contains 9087 members 
Mstep: Class 15 contains 18239 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 306248 members 
Mstep: Class 18 contains 83658 members 
Mstep: Class 19 contains 16936 members 
Mstep: Class 20 contains 39581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153739360.000000 Penalty: 66382.421875
Iteration 24Q: 20 clusters Score -1.537394e+08 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 9376 members 
Mstep: Class 3 contains 145686 members 
Mstep: Class 4 contains 54450 members 
Mstep: Class 6 contains 16146 members 
Mstep: Class 7 contains 27603 members 
Mstep: Class 8 contains 231967 members 
Mstep: Class 9 contains 18620 members 
Mstep: Class 10 contains 17372 members 
Mstep: Class 11 contains 59296 members 
Mstep: Class 12 contains 104403 members 
Mstep: Class 13 contains 89110 members 
Mstep: Class 14 contains 9232 members 
Mstep: Class 15 contains 18073 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 304874 members 
Mstep: Class 18 contains 80479 members 
Mstep: Class 19 contains 16918 members 
Mstep: Class 20 contains 39640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153744592.000000 Penalty: 66382.421875
Iteration 25Q: 20 clusters Score -1.537446e+08 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 9337 members 
Mstep: Class 3 contains 147996 members 
Mstep: Class 4 contains 55479 members 
Mstep: Class 6 contains 16073 members 
Mstep: Class 7 contains 27830 members 
Mstep: Class 8 contains 231255 members 
Mstep: Class 9 contains 18620 members 
Mstep: Class 10 contains 17325 members 
Mstep: Class 11 contains 59374 members 
Mstep: Class 12 contains 105125 members 
Mstep: Class 13 contains 89127 members 
Mstep: Class 14 contains 9315 members 
Mstep: Class 15 contains 17956 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 303223 members 
Mstep: Class 18 contains 77609 members 
Mstep: Class 19 contains 16889 members 
Mstep: Class 20 contains 39683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153749792.000000 Penalty: 66382.421875
Iteration 26Q: 20 clusters Score -1.537498e+08 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 9306 members 
Mstep: Class 3 contains 150012 members 
Mstep: Class 4 contains 56538 members 
Mstep: Class 6 contains 16005 members 
Mstep: Class 7 contains 28088 members 
Mstep: Class 8 contains 230702 members 
Mstep: Class 9 contains 18620 members 
Mstep: Class 10 contains 17271 members 
Mstep: Class 11 contains 59434 members 
Mstep: Class 12 contains 105874 members 
Mstep: Class 13 contains 89133 members 
Mstep: Class 14 contains 9371 members 
Mstep: Class 15 contains 17875 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 301546 members 
Mstep: Class 18 contains 75183 members 
Mstep: Class 19 contains 16831 members 
Mstep: Class 20 contains 39690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153754512.000000 Penalty: 66382.421875
Iteration 27Q: 20 clusters Score -1.537545e+08 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 9237 members 
Mstep: Class 3 contains 151725 members 
Mstep: Class 4 contains 57654 members 
Mstep: Class 6 contains 15924 members 
Mstep: Class 7 contains 28337 members 
Mstep: Class 8 contains 230348 members 
Mstep: Class 9 contains 18620 members 
Mstep: Class 10 contains 17199 members 
Mstep: Class 11 contains 59446 members 
Mstep: Class 12 contains 106681 members 
Mstep: Class 13 contains 89136 members 
Mstep: Class 14 contains 9406 members 
Mstep: Class 15 contains 17855 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 299730 members 
Mstep: Class 18 contains 73066 members 
Mstep: Class 19 contains 16760 members 
Mstep: Class 20 contains 39694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153760144.000000 Penalty: 66382.421875
Iteration 28Q: 20 clusters Score -1.537601e+08 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 9195 members 
Mstep: Class 3 contains 153294 members 
Mstep: Class 4 contains 58694 members 
Mstep: Class 6 contains 15861 members 
Mstep: Class 7 contains 28565 members 
Mstep: Class 8 contains 230119 members 
Mstep: Class 9 contains 18620 members 
Mstep: Class 10 contains 17150 members 
Mstep: Class 11 contains 59433 members 
Mstep: Class 12 contains 107580 members 
Mstep: Class 13 contains 89130 members 
Mstep: Class 14 contains 9424 members 
Mstep: Class 15 contains 17841 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 297824 members 
Mstep: Class 18 contains 71128 members 
Mstep: Class 19 contains 16672 members 
Mstep: Class 20 contains 39685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153764672.000000 Penalty: 66382.421875
Iteration 29Q: 20 clusters Score -1.537647e+08 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 9159 members 
Mstep: Class 3 contains 154716 members 
Mstep: Class 4 contains 59720 members 
Mstep: Class 6 contains 15816 members 
Mstep: Class 7 contains 28736 members 
Mstep: Class 8 contains 229951 members 
Mstep: Class 9 contains 18620 members 
Mstep: Class 10 contains 17112 members 
Mstep: Class 11 contains 59433 members 
Mstep: Class 12 contains 108551 members 
Mstep: Class 13 contains 89115 members 
Mstep: Class 14 contains 9433 members 
Mstep: Class 15 contains 17876 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 295844 members 
Mstep: Class 18 contains 69442 members 
Mstep: Class 19 contains 16578 members 
Mstep: Class 20 contains 39668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153769088.000000 Penalty: 66382.421875
Iteration 30Q: 20 clusters Score -1.537691e+08 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 155937 members 
Mstep: Class 4 contains 60749 members 
Mstep: Class 6 contains 15774 members 
Mstep: Class 7 contains 28920 members 
Mstep: Class 8 contains 229880 members 
Mstep: Class 9 contains 18620 members 
Mstep: Class 10 contains 17071 members 
Mstep: Class 11 contains 59441 members 
Mstep: Class 12 contains 109566 members 
Mstep: Class 13 contains 89103 members 
Mstep: Class 14 contains 9442 members 
Mstep: Class 15 contains 17927 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 293800 members 
Mstep: Class 18 contains 67969 members 
Mstep: Class 19 contains 16492 members 
Mstep: Class 20 contains 39667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153772832.000000 Penalty: 66382.421875
Iteration 31Q: 20 clusters Score -1.537728e+08 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 9116 members 
Mstep: Class 3 contains 157016 members 
Mstep: Class 4 contains 61774 members 
Mstep: Class 6 contains 15724 members 
Mstep: Class 7 contains 29101 members 
Mstep: Class 8 contains 229928 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 17041 members 
Mstep: Class 11 contains 59457 members 
Mstep: Class 12 contains 110581 members 
Mstep: Class 13 contains 89106 members 
Mstep: Class 14 contains 9449 members 
Mstep: Class 15 contains 17972 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 291610 members 
Mstep: Class 18 contains 66635 members 
Mstep: Class 19 contains 16422 members 
Mstep: Class 20 contains 39684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153776256.000000 Penalty: 66382.421875
Iteration 32Q: 20 clusters Score -1.537763e+08 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 9094 members 
Mstep: Class 3 contains 157959 members 
Mstep: Class 4 contains 62784 members 
Mstep: Class 6 contains 15676 members 
Mstep: Class 7 contains 29278 members 
Mstep: Class 8 contains 230051 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 17024 members 
Mstep: Class 11 contains 59474 members 
Mstep: Class 12 contains 111675 members 
Mstep: Class 13 contains 89099 members 
Mstep: Class 14 contains 9458 members 
Mstep: Class 15 contains 17996 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 289322 members 
Mstep: Class 18 contains 65471 members 
Mstep: Class 19 contains 16357 members 
Mstep: Class 20 contains 39697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153780336.000000 Penalty: 66382.421875
Iteration 33Q: 20 clusters Score -1.537803e+08 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 72529 members 
Mstep: Class 2 contains 9047 members 
Mstep: Class 3 contains 158847 members 
Mstep: Class 4 contains 63681 members 
Mstep: Class 6 contains 15605 members 
Mstep: Class 7 contains 29465 members 
Mstep: Class 8 contains 230352 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 17009 members 
Mstep: Class 11 contains 59517 members 
Mstep: Class 12 contains 112857 members 
Mstep: Class 13 contains 89104 members 
Mstep: Class 14 contains 9467 members 
Mstep: Class 15 contains 18033 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 286848 members 
Mstep: Class 18 contains 64447 members 
Mstep: Class 19 contains 16326 members 
Mstep: Class 20 contains 39709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153783600.000000 Penalty: 66382.421875
Iteration 34Q: 20 clusters Score -1.537836e+08 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 159645 members 
Mstep: Class 4 contains 64672 members 
Mstep: Class 6 contains 15546 members 
Mstep: Class 7 contains 29592 members 
Mstep: Class 8 contains 230785 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 16977 members 
Mstep: Class 11 contains 59530 members 
Mstep: Class 12 contains 113990 members 
Mstep: Class 13 contains 89104 members 
Mstep: Class 14 contains 9477 members 
Mstep: Class 15 contains 18069 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 284350 members 
Mstep: Class 18 contains 63606 members 
Mstep: Class 19 contains 16297 members 
Mstep: Class 20 contains 39731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153786432.000000 Penalty: 66382.421875
Iteration 35Q: 20 clusters Score -1.537864e+08 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 8970 members 
Mstep: Class 3 contains 160416 members 
Mstep: Class 4 contains 65611 members 
Mstep: Class 6 contains 15490 members 
Mstep: Class 7 contains 29695 members 
Mstep: Class 8 contains 231250 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 16958 members 
Mstep: Class 11 contains 59570 members 
Mstep: Class 12 contains 115171 members 
Mstep: Class 13 contains 89100 members 
Mstep: Class 14 contains 9491 members 
Mstep: Class 15 contains 18107 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 281810 members 
Mstep: Class 18 contains 62831 members 
Mstep: Class 19 contains 16281 members 
Mstep: Class 20 contains 39741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153788864.000000 Penalty: 66382.421875
Iteration 36Q: 20 clusters Score -1.537889e+08 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 8937 members 
Mstep: Class 3 contains 161064 members 
Mstep: Class 4 contains 66463 members 
Mstep: Class 6 contains 15453 members 
Mstep: Class 7 contains 29821 members 
Mstep: Class 8 contains 231720 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 16939 members 
Mstep: Class 11 contains 59607 members 
Mstep: Class 12 contains 116347 members 
Mstep: Class 13 contains 89093 members 
Mstep: Class 14 contains 9500 members 
Mstep: Class 15 contains 18156 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 279323 members 
Mstep: Class 18 contains 62181 members 
Mstep: Class 19 contains 16270 members 
Mstep: Class 20 contains 39756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153791472.000000 Penalty: 66382.421875
Iteration 37Q: 20 clusters Score -1.537915e+08 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 2 contains 8889 members 
Mstep: Class 3 contains 161689 members 
Mstep: Class 4 contains 67305 members 
Mstep: Class 6 contains 15426 members 
Mstep: Class 7 contains 29968 members 
Mstep: Class 8 contains 232176 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 16922 members 
Mstep: Class 11 contains 59647 members 
Mstep: Class 12 contains 117498 members 
Mstep: Class 13 contains 89096 members 
Mstep: Class 14 contains 9509 members 
Mstep: Class 15 contains 18213 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 276865 members 
Mstep: Class 18 contains 61622 members 
Mstep: Class 19 contains 16259 members 
Mstep: Class 20 contains 39765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153793648.000000 Penalty: 66382.421875
Iteration 38Q: 20 clusters Score -1.537936e+08 nChanged 5566
Entering ConstructFrom: 
Score: -153793648.000000 Penalty: 66382.421875
Entering ConstructFrom: 
Trying to split cluster 1 (71779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71779 members 
Entering Unmasked Estep 
Score: -7964267.000000 Penalty: 2772.974121
	Iteration 0F: 2 clusters Score -7964267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -7915984.500000 Penalty: 5545.948242
	Iteration 0F: 3 clusters Score -7915984 nChanged 33718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -7937291.500000 Penalty: 5545.948242
	Iteration 1F: 3 clusters Score -7937292 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -7943225.500000 Penalty: 5545.948242
	Iteration 2F: 3 clusters Score -7943226 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -7949151.500000 Penalty: 5545.948242
	Iteration 3F: 3 clusters Score -7949152 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -7953688.500000 Penalty: 5545.948242
	Iteration 4F: 3 clusters Score -7953688 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -7957584.000000 Penalty: 5545.948242
	Iteration 5F: 3 clusters Score -7957584 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -7960904.500000 Penalty: 5545.948242
	Iteration 6F: 3 clusters Score -7960904 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -7964112.500000 Penalty: 5545.948242
	Iteration 7F: 3 clusters Score -7964112 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -7966991.500000 Penalty: 5545.948242
	Iteration 8F: 3 clusters Score -7966992 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -7969737.500000 Penalty: 5545.948242
	Iteration 9F: 3 clusters Score -7969738 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -7972626.000000 Penalty: 5545.948242
	Iteration 10Q: 3 clusters Score -7972626 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -7975176.000000 Penalty: 5545.948242
	Iteration 11Q: 3 clusters Score -7975176 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -7977198.000000 Penalty: 5545.948242
	Iteration 12Q: 3 clusters Score -7977198 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -7978410.000000 Penalty: 5545.948242
	Iteration 13Q: 3 clusters Score -7978410 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -7979164.500000 Penalty: 5545.948242
	Iteration 14Q: 3 clusters Score -7979164 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -7979532.000000 Penalty: 5545.948242
	Iteration 15Q: 3 clusters Score -7979532 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -7979722.500000 Penalty: 5545.948242
	Iteration 16Q: 3 clusters Score -7979722 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -7979918.000000 Penalty: 5545.948242
	Iteration 17Q: 3 clusters Score -7979918 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -7980040.500000 Penalty: 5545.948242
	Iteration 18Q: 3 clusters Score -7980040 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -7980118.000000 Penalty: 5545.948242
	Iteration 19Q: 3 clusters Score -7980118 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -7980166.000000 Penalty: 5545.948242
	Iteration 20F: 3 clusters Score -7980166 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -7980270.500000 Penalty: 5545.948242
	Iteration 21Q: 3 clusters Score -7980270 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -7980300.500000 Penalty: 5545.948242
	Iteration 22Q: 3 clusters Score -7980300 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -7980374.500000 Penalty: 5545.948242
	Iteration 23Q: 3 clusters Score -7980374 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -7980461.000000 Penalty: 5545.948242
	Iteration 24Q: 3 clusters Score -7980461 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -7980556.000000 Penalty: 5545.948242
	Iteration 25Q: 3 clusters Score -7980556 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -7980627.500000 Penalty: 5545.948242
	Iteration 26Q: 3 clusters Score -7980628 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -7980723.000000 Penalty: 5545.948242
	Iteration 27Q: 3 clusters Score -7980723 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -7980790.500000 Penalty: 5545.948242
	Iteration 28Q: 3 clusters Score -7980790 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -7980838.500000 Penalty: 5545.948242
	Iteration 29Q: 3 clusters Score -7980838 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -7980880.500000 Penalty: 5545.948242
	Iteration 30Q: 3 clusters Score -7980880 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -7980897.000000 Penalty: 5545.948242
	Iteration 31Q: 3 clusters Score -7980897 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -7980925.500000 Penalty: 5545.948242
	Iteration 32Q: 3 clusters Score -7980926 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -7980931.500000 Penalty: 5545.948242
	Iteration 33Q: 3 clusters Score -7980932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -7980963.000000 Penalty: 5545.948242
	Iteration 34Q: 3 clusters Score -7980963 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -7981009.000000 Penalty: 5545.948242
	Iteration 35Q: 3 clusters Score -7981009 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -7981058.000000 Penalty: 5545.948242
	Iteration 36Q: 3 clusters Score -7981058 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -7981126.000000 Penalty: 5545.948242
	Iteration 37Q: 3 clusters Score -7981126 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -7981340.500000 Penalty: 5545.948242
	Iteration 38Q: 3 clusters Score -7981340 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -7981927.500000 Penalty: 5545.948242
	Iteration 39Q: 3 clusters Score -7981928 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -7983669.500000 Penalty: 5545.948242
	Iteration 40F: 3 clusters Score -7983670 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -7987122.500000 Penalty: 5545.948242
	Iteration 41Q: 3 clusters Score -7987122 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -7989436.500000 Penalty: 5545.948242
	Iteration 42Q: 3 clusters Score -7989436 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -7990308.500000 Penalty: 5545.948242
	Iteration 43Q: 3 clusters Score -7990308 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -7990556.500000 Penalty: 5545.948242
	Iteration 44Q: 3 clusters Score -7990556 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -7990638.500000 Penalty: 5545.948242
	Iteration 45Q: 3 clusters Score -7990638 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -7990692.500000 Penalty: 5545.948242
	Iteration 46Q: 3 clusters Score -7990692 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -7990707.500000 Penalty: 5545.948242
	Iteration 47Q: 3 clusters Score -7990708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -7990733.000000 Penalty: 5545.948242
	Iteration 48Q: 3 clusters Score -7990733 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -7990722.000000 Penalty: 5545.948242
	Iteration 49Q: 3 clusters Score -7990722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -7990723.500000 Penalty: 5545.948242
	Iteration 50Q: 3 clusters Score -7990724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -7990739.500000 Penalty: 5545.948242
	Iteration 51Q: 3 clusters Score -7990740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -7990732.000000 Penalty: 5545.948242
	Iteration 52Q: 3 clusters Score -7990732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 62174 members 
Entering Unmasked Estep 
Score: -7990742.500000 Penalty: 5545.948242
	Iteration 53Q: 3 clusters Score -7990742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -7990743.500000 Penalty: 5545.948242
	Iteration 54Q: 3 clusters Score -7990744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -7990740.500000 Penalty: 5545.948242
	Iteration 55Q: 3 clusters Score -7990740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -7991073.500000 Penalty: 5545.948242
	Iteration 56F: 3 clusters Score -7991074 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -7991327.000000 Penalty: 5545.948242
	Iteration 57Q: 3 clusters Score -7991327 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -7991477.000000 Penalty: 5545.948242
	Iteration 58Q: 3 clusters Score -7991477 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 61658 members 
Entering Unmasked Estep 
Score: -7991543.500000 Penalty: 5545.948242
	Iteration 59Q: 3 clusters Score -7991544 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -7991572.500000 Penalty: 5545.948242
	Iteration 60F: 3 clusters Score -7991572 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -7991597.000000 Penalty: 5545.948242
	Iteration 61Q: 3 clusters Score -7991597 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -7991609.500000 Penalty: 5545.948242
	Iteration 62Q: 3 clusters Score -7991610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -7991613.000000 Penalty: 5545.948242
	Iteration 63Q: 3 clusters Score -7991613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 61278 members 
Entering Unmasked Estep 
Score: -7991617.000000 Penalty: 5545.948242
	Iteration 64Q: 3 clusters Score -7991617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -7991626.000000 Penalty: 5545.948242
	Iteration 65Q: 3 clusters Score -7991626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -7991615.500000 Penalty: 5545.948242
	Iteration 66Q: 3 clusters Score -7991616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 61180 members 
Entering Unmasked Estep 
Score: -7991628.000000 Penalty: 5545.948242
	Iteration 67Q: 3 clusters Score -7991628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -7991637.500000 Penalty: 5545.948242
	Iteration 68Q: 3 clusters Score -7991638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -7991617.500000 Penalty: 5545.948242
	Iteration 69Q: 3 clusters Score -7991618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -7991622.500000 Penalty: 5545.948242
	Iteration 70Q: 3 clusters Score -7991622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -7991627.500000 Penalty: 5545.948242
	Iteration 71Q: 3 clusters Score -7991628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -7991620.000000 Penalty: 5545.948242
	Iteration 72Q: 3 clusters Score -7991620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -7991626.500000 Penalty: 5545.948242
	Iteration 73Q: 3 clusters Score -7991626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -7991628.000000 Penalty: 5545.948242
	Iteration 74Q: 3 clusters Score -7991628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -7991635.500000 Penalty: 5545.948242
	Iteration 75Q: 3 clusters Score -7991636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -7991637.000000 Penalty: 5545.948242
	Iteration 76Q: 3 clusters Score -7991637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -7991633.000000 Penalty: 5545.948242
	Iteration 77Q: 3 clusters Score -7991633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -7991640.500000 Penalty: 5545.948242
	Iteration 78Q: 3 clusters Score -7991640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -7991639.500000 Penalty: 5545.948242
	Iteration 79Q: 3 clusters Score -7991640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -7991638.500000 Penalty: 5545.948242
	Iteration 80F: 3 clusters Score -7991638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -7991638.500000 Penalty: 5545.948242
	Iteration 81Q: 3 clusters Score -7991638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -7991637.500000 Penalty: 5545.948242
	Iteration 82Q: 3 clusters Score -7991638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -7991644.500000 Penalty: 5545.948242
	Iteration 83Q: 3 clusters Score -7991644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -7991642.000000 Penalty: 5545.948242
	Iteration 84Q: 3 clusters Score -7991642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -7991642.000000 Penalty: 5545.948242
	Iteration 85F: 3 clusters Score -7991642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 8847 members 
Mstep: Class 3 contains 162264 members 
Mstep: Class 4 contains 68044 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 15400 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 232661 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 16909 members 
Mstep: Class 11 contains 59686 members 
Mstep: Class 12 contains 118606 members 
Mstep: Class 13 contains 89094 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 18254 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 274476 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Entering Unmasked Estep 
Score: -153819584.000000 Penalty: 69876.234375
Splitting cluster 1 changes total score from -153793648.000000 to -153819584.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (8847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Entering Unmasked Estep 
Score: -1030922.437500 Penalty: 2253.782715
	Iteration 0F: 2 clusters Score -1030922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1023896.125000 Penalty: 4507.565430
	Iteration 0F: 3 clusters Score -1023896 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1025975.562500 Penalty: 4507.565430
	Iteration 1F: 3 clusters Score -1025976 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1026429.812500 Penalty: 4507.565430
	Iteration 2F: 3 clusters Score -1026430 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1027013.437500 Penalty: 4507.565430
	Iteration 3F: 3 clusters Score -1027013 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1027989.375000 Penalty: 4507.565430
	Iteration 4F: 3 clusters Score -1027989 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1029206.062500 Penalty: 4507.565430
	Iteration 5F: 3 clusters Score -1029206 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1030263.500000 Penalty: 4507.565430
	Iteration 6F: 3 clusters Score -1030264 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1030857.500000 Penalty: 4507.565430
	Iteration 7F: 3 clusters Score -1030858 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1031109.750000 Penalty: 4507.565430
	Iteration 8Q: 3 clusters Score -1031110 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1031237.500000 Penalty: 4507.565430
	Iteration 9Q: 3 clusters Score -1031238 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1031291.937500 Penalty: 4507.565430
	Iteration 10Q: 3 clusters Score -1031292 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1031325.875000 Penalty: 4507.565430
	Iteration 11Q: 3 clusters Score -1031326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1031337.687500 Penalty: 4507.565430
	Iteration 12Q: 3 clusters Score -1031338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1031345.687500 Penalty: 4507.565430
	Iteration 13Q: 3 clusters Score -1031346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1031356.062500 Penalty: 4507.565430
	Iteration 14Q: 3 clusters Score -1031356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1031360.062500 Penalty: 4507.565430
	Iteration 15Q: 3 clusters Score -1031360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1031367.187500 Penalty: 4507.565430
	Iteration 16Q: 3 clusters Score -1031367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1031369.687500 Penalty: 4507.565430
	Iteration 17Q: 3 clusters Score -1031370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1031373.000000 Penalty: 4507.565430
	Iteration 18Q: 3 clusters Score -1031373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1031372.062500 Penalty: 4507.565430
	Iteration 19Q: 3 clusters Score -1031372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1031373.625000 Penalty: 4507.565430
	Iteration 20F: 3 clusters Score -1031374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1031376.812500 Penalty: 4507.565430
	Iteration 21Q: 3 clusters Score -1031377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1031375.937500 Penalty: 4507.565430
	Iteration 22Q: 3 clusters Score -1031376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1031376.937500 Penalty: 4507.565430
	Iteration 23Q: 3 clusters Score -1031377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1031378.562500 Penalty: 4507.565430
	Iteration 24Q: 3 clusters Score -1031379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1031378.562500 Penalty: 4507.565430
	Iteration 25F: 3 clusters Score -1031379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 162264 members 
Mstep: Class 4 contains 68044 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 15400 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 232661 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 16909 members 
Mstep: Class 11 contains 59686 members 
Mstep: Class 12 contains 118606 members 
Mstep: Class 13 contains 89094 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 18254 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 274476 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Entering Unmasked Estep 
Score: -153818896.000000 Penalty: 73370.046875
Splitting cluster 2 changes total score from -153793648.000000 to -153818896.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (162264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162264 members 
Entering Unmasked Estep 
Score: -19432102.000000 Penalty: 2975.250977
	Iteration 0F: 2 clusters Score -1.94321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -19323736.000000 Penalty: 5950.501953
	Iteration 0F: 3 clusters Score -1.932374e+07 nChanged 77462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
Score: -19370576.000000 Penalty: 5950.501953
	Iteration 1F: 3 clusters Score -1.937058e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -19373256.000000 Penalty: 5950.501953
	Iteration 2Q: 3 clusters Score -1.937326e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75628 members 
Mstep: Class 2 contains 86636 members 
Entering Unmasked Estep 
Score: -19378008.000000 Penalty: 5950.501953
	Iteration 3F: 3 clusters Score -1.937801e+07 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 90818 members 
Entering Unmasked Estep 
Score: -19385982.000000 Penalty: 5950.501953
	Iteration 4F: 3 clusters Score -1.938598e+07 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 97268 members 
Entering Unmasked Estep 
Score: -19398744.000000 Penalty: 5950.501953
	Iteration 5F: 3 clusters Score -1.939874e+07 nChanged 15142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -19413878.000000 Penalty: 5950.501953
	Iteration 6F: 3 clusters Score -1.941388e+07 nChanged 12767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 108899 members 
Entering Unmasked Estep 
Score: -19426686.000000 Penalty: 5950.501953
	Iteration 7F: 3 clusters Score -1.942669e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 110397 members 
Entering Unmasked Estep 
Score: -19435108.000000 Penalty: 5950.501953
	Iteration 8F: 3 clusters Score -1.943511e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 110500 members 
Entering Unmasked Estep 
Score: -19440480.000000 Penalty: 5950.501953
	Iteration 9Q: 3 clusters Score -1.944048e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 110026 members 
Entering Unmasked Estep 
Score: -19443738.000000 Penalty: 5950.501953
	Iteration 10Q: 3 clusters Score -1.944374e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 109376 members 
Entering Unmasked Estep 
Score: -19445468.000000 Penalty: 5950.501953
	Iteration 11Q: 3 clusters Score -1.944547e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 108766 members 
Entering Unmasked Estep 
Score: -19446392.000000 Penalty: 5950.501953
	Iteration 12Q: 3 clusters Score -1.944639e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 108377 members 
Entering Unmasked Estep 
Score: -19446764.000000 Penalty: 5950.501953
	Iteration 13Q: 3 clusters Score -1.944676e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 108113 members 
Entering Unmasked Estep 
Score: -19446986.000000 Penalty: 5950.501953
	Iteration 14Q: 3 clusters Score -1.944699e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 107952 members 
Entering Unmasked Estep 
Score: -19446974.000000 Penalty: 5950.501953
	Iteration 15Q: 3 clusters Score -1.944697e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
Score: -19447034.000000 Penalty: 5950.501953
	Iteration 16Q: 3 clusters Score -1.944703e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 107760 members 
Entering Unmasked Estep 
Score: -19447058.000000 Penalty: 5950.501953
	Iteration 17Q: 3 clusters Score -1.944706e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 107703 members 
Entering Unmasked Estep 
Score: -19447066.000000 Penalty: 5950.501953
	Iteration 18Q: 3 clusters Score -1.944707e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 107671 members 
Entering Unmasked Estep 
Score: -19447026.000000 Penalty: 5950.501953
	Iteration 19Q: 3 clusters Score -1.944703e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 107632 members 
Entering Unmasked Estep 
Score: -19447006.000000 Penalty: 5950.501953
	Iteration 20F: 3 clusters Score -1.944701e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 107613 members 
Entering Unmasked Estep 
Score: -19446982.000000 Penalty: 5950.501953
	Iteration 21Q: 3 clusters Score -1.944698e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -19447006.000000 Penalty: 5950.501953
	Iteration 22Q: 3 clusters Score -1.944701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -19447010.000000 Penalty: 5950.501953
	Iteration 23Q: 3 clusters Score -1.944701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 107590 members 
Entering Unmasked Estep 
Score: -19446994.000000 Penalty: 5950.501953
	Iteration 24Q: 3 clusters Score -1.944699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 107584 members 
Entering Unmasked Estep 
Score: -19446998.000000 Penalty: 5950.501953
	Iteration 25Q: 3 clusters Score -1.9447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 107584 members 
Entering Unmasked Estep 
Score: -19447006.000000 Penalty: 5950.501953
	Iteration 26Q: 3 clusters Score -1.944701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 107580 members 
Entering Unmasked Estep 
Score: -19447008.000000 Penalty: 5950.501953
	Iteration 27Q: 3 clusters Score -1.944701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 107577 members 
Entering Unmasked Estep 
Score: -19447016.000000 Penalty: 5950.501953
	Iteration 28Q: 3 clusters Score -1.944702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 107582 members 
Entering Unmasked Estep 
Score: -19447016.000000 Penalty: 5950.501953
	Iteration 29Q: 3 clusters Score -1.944702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 107584 members 
Entering Unmasked Estep 
Score: -19447020.000000 Penalty: 5950.501953
	Iteration 30Q: 3 clusters Score -1.944702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 107583 members 
Entering Unmasked Estep 
Score: -19447016.000000 Penalty: 5950.501953
	Iteration 31Q: 3 clusters Score -1.944702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 107583 members 
Entering Unmasked Estep 
Score: -19447016.000000 Penalty: 5950.501953
	Iteration 32F: 3 clusters Score -1.944702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 68044 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 15400 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 232661 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 16909 members 
Mstep: Class 11 contains 59686 members 
Mstep: Class 12 contains 118606 members 
Mstep: Class 13 contains 89094 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 18254 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 274476 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Entering Unmasked Estep 
Score: -153836752.000000 Penalty: 76863.859375
Splitting cluster 3 changes total score from -153793648.000000 to -153836752.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (68044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Entering Unmasked Estep 
Score: -8112017.000000 Penalty: 2759.721680
	Iteration 0F: 2 clusters Score -8112017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -8066576.500000 Penalty: 5519.443359
	Iteration 0F: 3 clusters Score -8066576 nChanged 31826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -8085956.500000 Penalty: 5519.443359
	Iteration 1F: 3 clusters Score -8085956 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -8089225.000000 Penalty: 5519.443359
	Iteration 2F: 3 clusters Score -8089225 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -8094688.500000 Penalty: 5519.443359
	Iteration 3F: 3 clusters Score -8094688 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -8101381.500000 Penalty: 5519.443359
	Iteration 4F: 3 clusters Score -8101382 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -8107804.000000 Penalty: 5519.443359
	Iteration 5F: 3 clusters Score -8107804 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -8113353.500000 Penalty: 5519.443359
	Iteration 6F: 3 clusters Score -8113354 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -8118024.000000 Penalty: 5519.443359
	Iteration 7F: 3 clusters Score -8118024 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -8122536.500000 Penalty: 5519.443359
	Iteration 8Q: 3 clusters Score -8122536 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -8125400.000000 Penalty: 5519.443359
	Iteration 9Q: 3 clusters Score -8125400 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -8126642.000000 Penalty: 5519.443359
	Iteration 10Q: 3 clusters Score -8126642 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -8127406.000000 Penalty: 5519.443359
	Iteration 11Q: 3 clusters Score -8127406 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -8127876.500000 Penalty: 5519.443359
	Iteration 12Q: 3 clusters Score -8127876 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -8128262.000000 Penalty: 5519.443359
	Iteration 13Q: 3 clusters Score -8128262 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -8128643.500000 Penalty: 5519.443359
	Iteration 14Q: 3 clusters Score -8128644 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -8128851.000000 Penalty: 5519.443359
	Iteration 15Q: 3 clusters Score -8128851 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -8129110.000000 Penalty: 5519.443359
	Iteration 16Q: 3 clusters Score -8129110 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -8129273.500000 Penalty: 5519.443359
	Iteration 17Q: 3 clusters Score -8129274 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -8129508.500000 Penalty: 5519.443359
	Iteration 18Q: 3 clusters Score -8129508 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -8129793.500000 Penalty: 5519.443359
	Iteration 19Q: 3 clusters Score -8129794 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -8130132.000000 Penalty: 5519.443359
	Iteration 20F: 3 clusters Score -8130132 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -8130651.000000 Penalty: 5519.443359
	Iteration 21Q: 3 clusters Score -8130651 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -8131345.000000 Penalty: 5519.443359
	Iteration 22Q: 3 clusters Score -8131345 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -8132230.500000 Penalty: 5519.443359
	Iteration 23Q: 3 clusters Score -8132230 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -8133335.500000 Penalty: 5519.443359
	Iteration 24Q: 3 clusters Score -8133336 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -8134713.500000 Penalty: 5519.443359
	Iteration 25Q: 3 clusters Score -8134714 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -8135909.000000 Penalty: 5519.443359
	Iteration 26Q: 3 clusters Score -8135909 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -8136696.500000 Penalty: 5519.443359
	Iteration 27Q: 3 clusters Score -8136696 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -8137175.500000 Penalty: 5519.443359
	Iteration 28Q: 3 clusters Score -8137176 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -8137467.000000 Penalty: 5519.443359
	Iteration 29Q: 3 clusters Score -8137467 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -8137643.000000 Penalty: 5519.443359
	Iteration 30Q: 3 clusters Score -8137643 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -8137725.500000 Penalty: 5519.443359
	Iteration 31Q: 3 clusters Score -8137726 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -8137765.500000 Penalty: 5519.443359
	Iteration 32Q: 3 clusters Score -8137766 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -8137801.500000 Penalty: 5519.443359
	Iteration 33Q: 3 clusters Score -8137802 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -8137840.500000 Penalty: 5519.443359
	Iteration 34Q: 3 clusters Score -8137840 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -8137856.500000 Penalty: 5519.443359
	Iteration 35Q: 3 clusters Score -8137856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -8137879.000000 Penalty: 5519.443359
	Iteration 36Q: 3 clusters Score -8137879 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -8137903.500000 Penalty: 5519.443359
	Iteration 37Q: 3 clusters Score -8137904 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -8137901.500000 Penalty: 5519.443359
	Iteration 38Q: 3 clusters Score -8137902 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -8137934.500000 Penalty: 5519.443359
	Iteration 39Q: 3 clusters Score -8137934 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -8137942.500000 Penalty: 5519.443359
	Iteration 40F: 3 clusters Score -8137942 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -8137957.500000 Penalty: 5519.443359
	Iteration 41Q: 3 clusters Score -8137958 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -8137994.000000 Penalty: 5519.443359
	Iteration 42Q: 3 clusters Score -8137994 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -8138006.000000 Penalty: 5519.443359
	Iteration 43Q: 3 clusters Score -8138006 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -8137997.500000 Penalty: 5519.443359
	Iteration 44Q: 3 clusters Score -8137998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -8138024.000000 Penalty: 5519.443359
	Iteration 45Q: 3 clusters Score -8138024 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -8138016.500000 Penalty: 5519.443359
	Iteration 46Q: 3 clusters Score -8138016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -8138002.500000 Penalty: 5519.443359
	Iteration 47Q: 3 clusters Score -8138002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -8138020.500000 Penalty: 5519.443359
	Iteration 48Q: 3 clusters Score -8138020 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -8138027.000000 Penalty: 5519.443359
	Iteration 49Q: 3 clusters Score -8138027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -8138047.500000 Penalty: 5519.443359
	Iteration 50Q: 3 clusters Score -8138048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -8138060.500000 Penalty: 5519.443359
	Iteration 51Q: 3 clusters Score -8138060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -8138073.000000 Penalty: 5519.443359
	Iteration 52Q: 3 clusters Score -8138073 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -8138088.000000 Penalty: 5519.443359
	Iteration 53Q: 3 clusters Score -8138088 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -8138104.500000 Penalty: 5519.443359
	Iteration 54Q: 3 clusters Score -8138104 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -8138113.000000 Penalty: 5519.443359
	Iteration 55Q: 3 clusters Score -8138113 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -8138127.500000 Penalty: 5519.443359
	Iteration 56Q: 3 clusters Score -8138128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -8138152.500000 Penalty: 5519.443359
	Iteration 57Q: 3 clusters Score -8138152 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -8138191.000000 Penalty: 5519.443359
	Iteration 58Q: 3 clusters Score -8138191 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -8138344.500000 Penalty: 5519.443359
	Iteration 59Q: 3 clusters Score -8138344 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -8138636.500000 Penalty: 5519.443359
	Iteration 60F: 3 clusters Score -8138636 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -8139631.000000 Penalty: 5519.443359
	Iteration 61Q: 3 clusters Score -8139631 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -8142869.500000 Penalty: 5519.443359
	Iteration 62Q: 3 clusters Score -8142870 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -8144780.000000 Penalty: 5519.443359
	Iteration 63Q: 3 clusters Score -8144780 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -8145260.000000 Penalty: 5519.443359
	Iteration 64Q: 3 clusters Score -8145260 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -8145478.000000 Penalty: 5519.443359
	Iteration 65Q: 3 clusters Score -8145478 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -8145529.500000 Penalty: 5519.443359
	Iteration 66Q: 3 clusters Score -8145530 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -8145574.500000 Penalty: 5519.443359
	Iteration 67Q: 3 clusters Score -8145574 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -8145607.000000 Penalty: 5519.443359
	Iteration 68Q: 3 clusters Score -8145607 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -8145621.000000 Penalty: 5519.443359
	Iteration 69Q: 3 clusters Score -8145621 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -8145626.500000 Penalty: 5519.443359
	Iteration 70Q: 3 clusters Score -8145626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -8145628.500000 Penalty: 5519.443359
	Iteration 71Q: 3 clusters Score -8145628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -8145623.500000 Penalty: 5519.443359
	Iteration 72Q: 3 clusters Score -8145624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -8145633.000000 Penalty: 5519.443359
	Iteration 73Q: 3 clusters Score -8145633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -8145639.500000 Penalty: 5519.443359
	Iteration 74Q: 3 clusters Score -8145640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -8145633.000000 Penalty: 5519.443359
	Iteration 75Q: 3 clusters Score -8145633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -8145631.000000 Penalty: 5519.443359
	Iteration 76Q: 3 clusters Score -8145631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -8145631.000000 Penalty: 5519.443359
	Iteration 77F: 3 clusters Score -8145631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 15400 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 232661 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 16909 members 
Mstep: Class 11 contains 59686 members 
Mstep: Class 12 contains 118606 members 
Mstep: Class 13 contains 89094 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 18254 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 274476 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Entering Unmasked Estep 
Score: -153872320.000000 Penalty: 80357.671875
Splitting cluster 4 changes total score from -153793648.000000 to -153872320.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (15400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Entering Unmasked Estep 
Score: -1518101.875000 Penalty: 2391.246582
	Iteration 0F: 2 clusters Score -1518102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1507172.500000 Penalty: 4782.493164
	Iteration 0F: 3 clusters Score -1507172 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1513719.625000 Penalty: 4782.493164
	Iteration 1F: 3 clusters Score -1513720 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1518175.250000 Penalty: 4782.493164
	Iteration 2F: 3 clusters Score -1518175 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1522661.750000 Penalty: 4782.493164
	Iteration 3F: 3 clusters Score -1522662 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1526612.875000 Penalty: 4782.493164
	Iteration 4F: 3 clusters Score -1526613 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1529148.375000 Penalty: 4782.493164
	Iteration 5F: 3 clusters Score -1529148 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1530333.000000 Penalty: 4782.493164
	Iteration 6Q: 3 clusters Score -1530333 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1530838.750000 Penalty: 4782.493164
	Iteration 7Q: 3 clusters Score -1530839 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1531006.875000 Penalty: 4782.493164
	Iteration 8Q: 3 clusters Score -1531007 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1531102.500000 Penalty: 4782.493164
	Iteration 9Q: 3 clusters Score -1531102 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1531175.125000 Penalty: 4782.493164
	Iteration 10Q: 3 clusters Score -1531175 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1531212.000000 Penalty: 4782.493164
	Iteration 11Q: 3 clusters Score -1531212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1531230.625000 Penalty: 4782.493164
	Iteration 12Q: 3 clusters Score -1531231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1531251.875000 Penalty: 4782.493164
	Iteration 13Q: 3 clusters Score -1531252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1531266.750000 Penalty: 4782.493164
	Iteration 14Q: 3 clusters Score -1531267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1531274.500000 Penalty: 4782.493164
	Iteration 15Q: 3 clusters Score -1531274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1531279.500000 Penalty: 4782.493164
	Iteration 16Q: 3 clusters Score -1531280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1531279.875000 Penalty: 4782.493164
	Iteration 17Q: 3 clusters Score -1531280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1531285.000000 Penalty: 4782.493164
	Iteration 18Q: 3 clusters Score -1531285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1531287.750000 Penalty: 4782.493164
	Iteration 19Q: 3 clusters Score -1531288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1531293.000000 Penalty: 4782.493164
	Iteration 20F: 3 clusters Score -1531293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1531300.625000 Penalty: 4782.493164
	Iteration 21Q: 3 clusters Score -1531301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1531298.000000 Penalty: 4782.493164
	Iteration 22Q: 3 clusters Score -1531298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1531302.000000 Penalty: 4782.493164
	Iteration 23Q: 3 clusters Score -1531302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1531300.500000 Penalty: 4782.493164
	Iteration 24Q: 3 clusters Score -1531300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1531298.750000 Penalty: 4782.493164
	Iteration 25Q: 3 clusters Score -1531299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1531296.625000 Penalty: 4782.493164
	Iteration 26Q: 3 clusters Score -1531297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1531296.625000 Penalty: 4782.493164
	Iteration 27F: 3 clusters Score -1531297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 232661 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 16909 members 
Mstep: Class 11 contains 59686 members 
Mstep: Class 12 contains 118606 members 
Mstep: Class 13 contains 89094 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 18254 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 274476 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 3242 members 
Entering Unmasked Estep 
Score: -153882992.000000 Penalty: 83851.484375
Splitting cluster 6 changes total score from -153793648.000000 to -153882992.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (30091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Entering Unmasked Estep 
Score: -3660307.500000 Penalty: 2557.371338
	Iteration 0F: 2 clusters Score -3660308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3639737.000000 Penalty: 5114.742676
	Iteration 0F: 3 clusters Score -3639737 nChanged 13515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3647173.250000 Penalty: 5114.742676
	Iteration 1F: 3 clusters Score -3647173 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3647910.000000 Penalty: 5114.742676
	Iteration 2F: 3 clusters Score -3647910 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3648833.750000 Penalty: 5114.742676
	Iteration 3F: 3 clusters Score -3648834 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3649900.000000 Penalty: 5114.742676
	Iteration 4F: 3 clusters Score -3649900 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -3651125.500000 Penalty: 5114.742676
	Iteration 5F: 3 clusters Score -3651126 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3652605.000000 Penalty: 5114.742676
	Iteration 6F: 3 clusters Score -3652605 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3654218.500000 Penalty: 5114.742676
	Iteration 7F: 3 clusters Score -3654218 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3655647.750000 Penalty: 5114.742676
	Iteration 8F: 3 clusters Score -3655648 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3656806.000000 Penalty: 5114.742676
	Iteration 9Q: 3 clusters Score -3656806 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -3657682.500000 Penalty: 5114.742676
	Iteration 10Q: 3 clusters Score -3657682 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3658305.000000 Penalty: 5114.742676
	Iteration 11Q: 3 clusters Score -3658305 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3658708.000000 Penalty: 5114.742676
	Iteration 12Q: 3 clusters Score -3658708 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3659032.000000 Penalty: 5114.742676
	Iteration 13Q: 3 clusters Score -3659032 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3659231.750000 Penalty: 5114.742676
	Iteration 14Q: 3 clusters Score -3659232 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3659381.000000 Penalty: 5114.742676
	Iteration 15Q: 3 clusters Score -3659381 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3659540.500000 Penalty: 5114.742676
	Iteration 16Q: 3 clusters Score -3659540 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3659674.500000 Penalty: 5114.742676
	Iteration 17Q: 3 clusters Score -3659674 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3659780.250000 Penalty: 5114.742676
	Iteration 18Q: 3 clusters Score -3659780 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3659837.250000 Penalty: 5114.742676
	Iteration 19Q: 3 clusters Score -3659837 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3659865.500000 Penalty: 5114.742676
	Iteration 20F: 3 clusters Score -3659866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3659881.750000 Penalty: 5114.742676
	Iteration 21Q: 3 clusters Score -3659882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3659907.250000 Penalty: 5114.742676
	Iteration 22Q: 3 clusters Score -3659907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3659916.750000 Penalty: 5114.742676
	Iteration 23Q: 3 clusters Score -3659917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3659930.000000 Penalty: 5114.742676
	Iteration 24Q: 3 clusters Score -3659930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3659936.500000 Penalty: 5114.742676
	Iteration 25Q: 3 clusters Score -3659936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3659939.750000 Penalty: 5114.742676
	Iteration 26Q: 3 clusters Score -3659940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3659940.250000 Penalty: 5114.742676
	Iteration 27Q: 3 clusters Score -3659940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3659940.500000 Penalty: 5114.742676
	Iteration 28Q: 3 clusters Score -3659940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3659938.500000 Penalty: 5114.742676
	Iteration 29Q: 3 clusters Score -3659938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3659938.500000 Penalty: 5114.742676
	Iteration 30F: 3 clusters Score -3659938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (232661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232661 members 
Entering Unmasked Estep 
Score: -28051886.000000 Penalty: 3064.619873
	Iteration 0F: 2 clusters Score -2.805189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116327 members 
Mstep: Class 2 contains 116334 members 
Entering Unmasked Estep 
Score: -27921542.000000 Penalty: 6129.239746
	Iteration 0F: 3 clusters Score -2.792154e+07 nChanged 112222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116013 members 
Mstep: Class 2 contains 116648 members 
Entering Unmasked Estep 
Score: -27989416.000000 Penalty: 6129.239746
	Iteration 1F: 3 clusters Score -2.798942e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114752 members 
Mstep: Class 2 contains 117909 members 
Entering Unmasked Estep 
Score: -27992380.000000 Penalty: 6129.239746
	Iteration 2Q: 3 clusters Score -2.799238e+07 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112843 members 
Mstep: Class 2 contains 119818 members 
Entering Unmasked Estep 
Score: -27995868.000000 Penalty: 6129.239746
	Iteration 3Q: 3 clusters Score -2.799587e+07 nChanged 11121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110072 members 
Mstep: Class 2 contains 122589 members 
Entering Unmasked Estep 
Score: -28000414.000000 Penalty: 6129.239746
	Iteration 4Q: 3 clusters Score -2.800041e+07 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106332 members 
Mstep: Class 2 contains 126329 members 
Entering Unmasked Estep 
Score: -28006462.000000 Penalty: 6129.239746
	Iteration 5F: 3 clusters Score -2.800646e+07 nChanged 13795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101785 members 
Mstep: Class 2 contains 130876 members 
Entering Unmasked Estep 
Score: -28014974.000000 Penalty: 6129.239746
	Iteration 6F: 3 clusters Score -2.801497e+07 nChanged 14162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 135752 members 
Entering Unmasked Estep 
Score: -28023930.000000 Penalty: 6129.239746
	Iteration 7F: 3 clusters Score -2.802393e+07 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 140067 members 
Entering Unmasked Estep 
Score: -28031940.000000 Penalty: 6129.239746
	Iteration 8F: 3 clusters Score -2.803194e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 143768 members 
Entering Unmasked Estep 
Score: -28036774.000000 Penalty: 6129.239746
	Iteration 9Q: 3 clusters Score -2.803677e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 147163 members 
Entering Unmasked Estep 
Score: -28039198.000000 Penalty: 6129.239746
	Iteration 10Q: 3 clusters Score -2.80392e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 150497 members 
Entering Unmasked Estep 
Score: -28040654.000000 Penalty: 6129.239746
	Iteration 11Q: 3 clusters Score -2.804065e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 153539 members 
Entering Unmasked Estep 
Score: -28041692.000000 Penalty: 6129.239746
	Iteration 12Q: 3 clusters Score -2.804169e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 156303 members 
Entering Unmasked Estep 
Score: -28042718.000000 Penalty: 6129.239746
	Iteration 13Q: 3 clusters Score -2.804272e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 158812 members 
Entering Unmasked Estep 
Score: -28043974.000000 Penalty: 6129.239746
	Iteration 14Q: 3 clusters Score -2.804397e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 160966 members 
Entering Unmasked Estep 
Score: -28045498.000000 Penalty: 6129.239746
	Iteration 15Q: 3 clusters Score -2.80455e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 162655 members 
Entering Unmasked Estep 
Score: -28047074.000000 Penalty: 6129.239746
	Iteration 16Q: 3 clusters Score -2.804707e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 164032 members 
Entering Unmasked Estep 
Score: -28048860.000000 Penalty: 6129.239746
	Iteration 17Q: 3 clusters Score -2.804886e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 164956 members 
Entering Unmasked Estep 
Score: -28051640.000000 Penalty: 6129.239746
	Iteration 18Q: 3 clusters Score -2.805164e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 165403 members 
Entering Unmasked Estep 
Score: -28054980.000000 Penalty: 6129.239746
	Iteration 19Q: 3 clusters Score -2.805498e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67447 members 
Mstep: Class 2 contains 165214 members 
Entering Unmasked Estep 
Score: -28058628.000000 Penalty: 6129.239746
	Iteration 20F: 3 clusters Score -2.805863e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 164327 members 
Entering Unmasked Estep 
Score: -28062654.000000 Penalty: 6129.239746
	Iteration 21Q: 3 clusters Score -2.806265e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 162890 members 
Entering Unmasked Estep 
Score: -28066370.000000 Penalty: 6129.239746
	Iteration 22Q: 3 clusters Score -2.806637e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 161005 members 
Entering Unmasked Estep 
Score: -28069720.000000 Penalty: 6129.239746
	Iteration 23Q: 3 clusters Score -2.806972e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 158778 members 
Entering Unmasked Estep 
Score: -28072654.000000 Penalty: 6129.239746
	Iteration 24Q: 3 clusters Score -2.807265e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76286 members 
Mstep: Class 2 contains 156375 members 
Entering Unmasked Estep 
Score: -28074860.000000 Penalty: 6129.239746
	Iteration 25Q: 3 clusters Score -2.807486e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Mstep: Class 2 contains 154009 members 
Entering Unmasked Estep 
Score: -28076914.000000 Penalty: 6129.239746
	Iteration 26Q: 3 clusters Score -2.807691e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80995 members 
Mstep: Class 2 contains 151666 members 
Entering Unmasked Estep 
Score: -28078144.000000 Penalty: 6129.239746
	Iteration 27Q: 3 clusters Score -2.807814e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83253 members 
Mstep: Class 2 contains 149408 members 
Entering Unmasked Estep 
Score: -28079176.000000 Penalty: 6129.239746
	Iteration 28Q: 3 clusters Score -2.807918e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85447 members 
Mstep: Class 2 contains 147214 members 
Entering Unmasked Estep 
Score: -28079972.000000 Penalty: 6129.239746
	Iteration 29Q: 3 clusters Score -2.807997e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87559 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -28080580.000000 Penalty: 6129.239746
	Iteration 30Q: 3 clusters Score -2.808058e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89501 members 
Mstep: Class 2 contains 143160 members 
Entering Unmasked Estep 
Score: -28081022.000000 Penalty: 6129.239746
	Iteration 31Q: 3 clusters Score -2.808102e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 141337 members 
Entering Unmasked Estep 
Score: -28081396.000000 Penalty: 6129.239746
	Iteration 32Q: 3 clusters Score -2.80814e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 139583 members 
Entering Unmasked Estep 
Score: -28081664.000000 Penalty: 6129.239746
	Iteration 33Q: 3 clusters Score -2.808166e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 137912 members 
Entering Unmasked Estep 
Score: -28082062.000000 Penalty: 6129.239746
	Iteration 34Q: 3 clusters Score -2.808206e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 136306 members 
Entering Unmasked Estep 
Score: -28082232.000000 Penalty: 6129.239746
	Iteration 35Q: 3 clusters Score -2.808223e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97897 members 
Mstep: Class 2 contains 134764 members 
Entering Unmasked Estep 
Score: -28082462.000000 Penalty: 6129.239746
	Iteration 36Q: 3 clusters Score -2.808246e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 133342 members 
Entering Unmasked Estep 
Score: -28082732.000000 Penalty: 6129.239746
	Iteration 37Q: 3 clusters Score -2.808273e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100699 members 
Mstep: Class 2 contains 131962 members 
Entering Unmasked Estep 
Score: -28082904.000000 Penalty: 6129.239746
	Iteration 38Q: 3 clusters Score -2.80829e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101951 members 
Mstep: Class 2 contains 130710 members 
Entering Unmasked Estep 
Score: -28083078.000000 Penalty: 6129.239746
	Iteration 39Q: 3 clusters Score -2.808308e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103122 members 
Mstep: Class 2 contains 129539 members 
Entering Unmasked Estep 
Score: -28083728.000000 Penalty: 6129.239746
	Iteration 40F: 3 clusters Score -2.808373e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104740 members 
Mstep: Class 2 contains 127921 members 
Entering Unmasked Estep 
Score: -28084144.000000 Penalty: 6129.239746
	Iteration 41Q: 3 clusters Score -2.808414e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106340 members 
Mstep: Class 2 contains 126321 members 
Entering Unmasked Estep 
Score: -28084444.000000 Penalty: 6129.239746
	Iteration 42Q: 3 clusters Score -2.808444e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 124785 members 
Entering Unmasked Estep 
Score: -28084758.000000 Penalty: 6129.239746
	Iteration 43Q: 3 clusters Score -2.808476e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109370 members 
Mstep: Class 2 contains 123291 members 
Entering Unmasked Estep 
Score: -28084946.000000 Penalty: 6129.239746
	Iteration 44Q: 3 clusters Score -2.808495e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110744 members 
Mstep: Class 2 contains 121917 members 
Entering Unmasked Estep 
Score: -28085210.000000 Penalty: 6129.239746
	Iteration 45Q: 3 clusters Score -2.808521e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111971 members 
Mstep: Class 2 contains 120690 members 
Entering Unmasked Estep 
Score: -28085402.000000 Penalty: 6129.239746
	Iteration 46Q: 3 clusters Score -2.80854e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113119 members 
Mstep: Class 2 contains 119542 members 
Entering Unmasked Estep 
Score: -28085504.000000 Penalty: 6129.239746
	Iteration 47Q: 3 clusters Score -2.80855e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114201 members 
Mstep: Class 2 contains 118460 members 
Entering Unmasked Estep 
Score: -28085536.000000 Penalty: 6129.239746
	Iteration 48Q: 3 clusters Score -2.808554e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115182 members 
Mstep: Class 2 contains 117479 members 
Entering Unmasked Estep 
Score: -28085672.000000 Penalty: 6129.239746
	Iteration 49Q: 3 clusters Score -2.808567e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116119 members 
Mstep: Class 2 contains 116542 members 
Entering Unmasked Estep 
Score: -28085632.000000 Penalty: 6129.239746
	Iteration 50Q: 3 clusters Score -2.808563e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 115695 members 
Entering Unmasked Estep 
Score: -28085588.000000 Penalty: 6129.239746
	Iteration 51Q: 3 clusters Score -2.808559e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117704 members 
Mstep: Class 2 contains 114957 members 
Entering Unmasked Estep 
Score: -28085642.000000 Penalty: 6129.239746
	Iteration 52Q: 3 clusters Score -2.808564e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118420 members 
Mstep: Class 2 contains 114241 members 
Entering Unmasked Estep 
Score: -28085678.000000 Penalty: 6129.239746
	Iteration 53Q: 3 clusters Score -2.808568e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119065 members 
Mstep: Class 2 contains 113596 members 
Entering Unmasked Estep 
Score: -28085740.000000 Penalty: 6129.239746
	Iteration 54Q: 3 clusters Score -2.808574e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119710 members 
Mstep: Class 2 contains 112951 members 
Entering Unmasked Estep 
Score: -28085858.000000 Penalty: 6129.239746
	Iteration 55Q: 3 clusters Score -2.808586e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120289 members 
Mstep: Class 2 contains 112372 members 
Entering Unmasked Estep 
Score: -28085832.000000 Penalty: 6129.239746
	Iteration 56Q: 3 clusters Score -2.808583e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 111849 members 
Entering Unmasked Estep 
Score: -28085810.000000 Penalty: 6129.239746
	Iteration 57Q: 3 clusters Score -2.808581e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121260 members 
Mstep: Class 2 contains 111401 members 
Entering Unmasked Estep 
Score: -28085790.000000 Penalty: 6129.239746
	Iteration 58Q: 3 clusters Score -2.808579e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121656 members 
Mstep: Class 2 contains 111005 members 
Entering Unmasked Estep 
Score: -28085816.000000 Penalty: 6129.239746
	Iteration 59Q: 3 clusters Score -2.808582e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121979 members 
Mstep: Class 2 contains 110682 members 
Entering Unmasked Estep 
Score: -28085844.000000 Penalty: 6129.239746
	Iteration 60F: 3 clusters Score -2.808584e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122297 members 
Mstep: Class 2 contains 110364 members 
Entering Unmasked Estep 
Score: -28085870.000000 Penalty: 6129.239746
	Iteration 61Q: 3 clusters Score -2.808587e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122589 members 
Mstep: Class 2 contains 110072 members 
Entering Unmasked Estep 
Score: -28085874.000000 Penalty: 6129.239746
	Iteration 62Q: 3 clusters Score -2.808587e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122855 members 
Mstep: Class 2 contains 109806 members 
Entering Unmasked Estep 
Score: -28085888.000000 Penalty: 6129.239746
	Iteration 63Q: 3 clusters Score -2.808589e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123121 members 
Mstep: Class 2 contains 109540 members 
Entering Unmasked Estep 
Score: -28085854.000000 Penalty: 6129.239746
	Iteration 64Q: 3 clusters Score -2.808585e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123371 members 
Mstep: Class 2 contains 109290 members 
Entering Unmasked Estep 
Score: -28085862.000000 Penalty: 6129.239746
	Iteration 65Q: 3 clusters Score -2.808586e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123598 members 
Mstep: Class 2 contains 109063 members 
Entering Unmasked Estep 
Score: -28085836.000000 Penalty: 6129.239746
	Iteration 66Q: 3 clusters Score -2.808584e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123804 members 
Mstep: Class 2 contains 108857 members 
Entering Unmasked Estep 
Score: -28085830.000000 Penalty: 6129.239746
	Iteration 67Q: 3 clusters Score -2.808583e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123990 members 
Mstep: Class 2 contains 108671 members 
Entering Unmasked Estep 
Score: -28085890.000000 Penalty: 6129.239746
	Iteration 68Q: 3 clusters Score -2.808589e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124180 members 
Mstep: Class 2 contains 108481 members 
Entering Unmasked Estep 
Score: -28085930.000000 Penalty: 6129.239746
	Iteration 69Q: 3 clusters Score -2.808593e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124354 members 
Mstep: Class 2 contains 108307 members 
Entering Unmasked Estep 
Score: -28085902.000000 Penalty: 6129.239746
	Iteration 70Q: 3 clusters Score -2.80859e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124496 members 
Mstep: Class 2 contains 108165 members 
Entering Unmasked Estep 
Score: -28085922.000000 Penalty: 6129.239746
	Iteration 71Q: 3 clusters Score -2.808592e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124612 members 
Mstep: Class 2 contains 108049 members 
Entering Unmasked Estep 
Score: -28085910.000000 Penalty: 6129.239746
	Iteration 72Q: 3 clusters Score -2.808591e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124703 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -28085944.000000 Penalty: 6129.239746
	Iteration 73Q: 3 clusters Score -2.808594e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124775 members 
Mstep: Class 2 contains 107886 members 
Entering Unmasked Estep 
Score: -28085948.000000 Penalty: 6129.239746
	Iteration 74Q: 3 clusters Score -2.808595e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124845 members 
Mstep: Class 2 contains 107816 members 
Entering Unmasked Estep 
Score: -28085894.000000 Penalty: 6129.239746
	Iteration 75Q: 3 clusters Score -2.808589e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124908 members 
Mstep: Class 2 contains 107753 members 
Entering Unmasked Estep 
Score: -28085898.000000 Penalty: 6129.239746
	Iteration 76Q: 3 clusters Score -2.80859e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124964 members 
Mstep: Class 2 contains 107697 members 
Entering Unmasked Estep 
Score: -28085870.000000 Penalty: 6129.239746
	Iteration 77Q: 3 clusters Score -2.808587e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125011 members 
Mstep: Class 2 contains 107650 members 
Entering Unmasked Estep 
Score: -28085876.000000 Penalty: 6129.239746
	Iteration 78Q: 3 clusters Score -2.808588e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125052 members 
Mstep: Class 2 contains 107609 members 
Entering Unmasked Estep 
Score: -28085876.000000 Penalty: 6129.239746
	Iteration 79Q: 3 clusters Score -2.808588e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125087 members 
Mstep: Class 2 contains 107574 members 
Entering Unmasked Estep 
Score: -28085862.000000 Penalty: 6129.239746
	Iteration 80F: 3 clusters Score -2.808586e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 107539 members 
Entering Unmasked Estep 
Score: -28085858.000000 Penalty: 6129.239746
	Iteration 81Q: 3 clusters Score -2.808586e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125160 members 
Mstep: Class 2 contains 107501 members 
Entering Unmasked Estep 
Score: -28085896.000000 Penalty: 6129.239746
	Iteration 82Q: 3 clusters Score -2.80859e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125203 members 
Mstep: Class 2 contains 107458 members 
Entering Unmasked Estep 
Score: -28085880.000000 Penalty: 6129.239746
	Iteration 83Q: 3 clusters Score -2.808588e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125229 members 
Mstep: Class 2 contains 107432 members 
Entering Unmasked Estep 
Score: -28085862.000000 Penalty: 6129.239746
	Iteration 84Q: 3 clusters Score -2.808586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125250 members 
Mstep: Class 2 contains 107411 members 
Entering Unmasked Estep 
Score: -28085842.000000 Penalty: 6129.239746
	Iteration 85Q: 3 clusters Score -2.808584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125274 members 
Mstep: Class 2 contains 107387 members 
Entering Unmasked Estep 
Score: -28085828.000000 Penalty: 6129.239746
	Iteration 86Q: 3 clusters Score -2.808583e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125305 members 
Mstep: Class 2 contains 107356 members 
Entering Unmasked Estep 
Score: -28085806.000000 Penalty: 6129.239746
	Iteration 87Q: 3 clusters Score -2.808581e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 107328 members 
Entering Unmasked Estep 
Score: -28085808.000000 Penalty: 6129.239746
	Iteration 88Q: 3 clusters Score -2.808581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125353 members 
Mstep: Class 2 contains 107308 members 
Entering Unmasked Estep 
Score: -28085830.000000 Penalty: 6129.239746
	Iteration 89Q: 3 clusters Score -2.808583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125368 members 
Mstep: Class 2 contains 107293 members 
Entering Unmasked Estep 
Score: -28085822.000000 Penalty: 6129.239746
	Iteration 90Q: 3 clusters Score -2.808582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125385 members 
Mstep: Class 2 contains 107276 members 
Entering Unmasked Estep 
Score: -28085818.000000 Penalty: 6129.239746
	Iteration 91Q: 3 clusters Score -2.808582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125397 members 
Mstep: Class 2 contains 107264 members 
Entering Unmasked Estep 
Score: -28085814.000000 Penalty: 6129.239746
	Iteration 92Q: 3 clusters Score -2.808581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125408 members 
Mstep: Class 2 contains 107253 members 
Entering Unmasked Estep 
Score: -28085818.000000 Penalty: 6129.239746
	Iteration 93Q: 3 clusters Score -2.808582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125417 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -28085806.000000 Penalty: 6129.239746
	Iteration 94Q: 3 clusters Score -2.808581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125425 members 
Mstep: Class 2 contains 107236 members 
Entering Unmasked Estep 
Score: -28085826.000000 Penalty: 6129.239746
	Iteration 95Q: 3 clusters Score -2.808583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125431 members 
Mstep: Class 2 contains 107230 members 
Entering Unmasked Estep 
Score: -28085816.000000 Penalty: 6129.239746
	Iteration 96Q: 3 clusters Score -2.808582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125433 members 
Mstep: Class 2 contains 107228 members 
Entering Unmasked Estep 
Score: -28085806.000000 Penalty: 6129.239746
	Iteration 97Q: 3 clusters Score -2.808581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125436 members 
Mstep: Class 2 contains 107225 members 
Entering Unmasked Estep 
Score: -28085812.000000 Penalty: 6129.239746
	Iteration 98Q: 3 clusters Score -2.808581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125441 members 
Mstep: Class 2 contains 107220 members 
Entering Unmasked Estep 
Score: -28085794.000000 Penalty: 6129.239746
	Iteration 99Q: 3 clusters Score -2.808579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125449 members 
Mstep: Class 2 contains 107212 members 
Entering Unmasked Estep 
Score: -28085798.000000 Penalty: 6129.239746
	Iteration 100F: 3 clusters Score -2.80858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125460 members 
Mstep: Class 2 contains 107201 members 
Entering Unmasked Estep 
Score: -28085814.000000 Penalty: 6129.239746
	Iteration 101Q: 3 clusters Score -2.808581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125470 members 
Mstep: Class 2 contains 107191 members 
Entering Unmasked Estep 
Score: -28085810.000000 Penalty: 6129.239746
	Iteration 102Q: 3 clusters Score -2.808581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125477 members 
Mstep: Class 2 contains 107184 members 
Entering Unmasked Estep 
Score: -28085822.000000 Penalty: 6129.239746
	Iteration 103Q: 3 clusters Score -2.808582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125482 members 
Mstep: Class 2 contains 107179 members 
Entering Unmasked Estep 
Score: -28085826.000000 Penalty: 6129.239746
	Iteration 104Q: 3 clusters Score -2.808583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125488 members 
Mstep: Class 2 contains 107173 members 
Entering Unmasked Estep 
Score: -28085824.000000 Penalty: 6129.239746
	Iteration 105Q: 3 clusters Score -2.808582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125493 members 
Mstep: Class 2 contains 107168 members 
Entering Unmasked Estep 
Score: -28085812.000000 Penalty: 6129.239746
	Iteration 106Q: 3 clusters Score -2.808581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125497 members 
Mstep: Class 2 contains 107164 members 
Entering Unmasked Estep 
Score: -28085826.000000 Penalty: 6129.239746
	Iteration 107Q: 3 clusters Score -2.808583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125500 members 
Mstep: Class 2 contains 107161 members 
Entering Unmasked Estep 
Score: -28085818.000000 Penalty: 6129.239746
	Iteration 108Q: 3 clusters Score -2.808582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125501 members 
Mstep: Class 2 contains 107160 members 
Entering Unmasked Estep 
Score: -28085826.000000 Penalty: 6129.239746
	Iteration 109Q: 3 clusters Score -2.808583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125502 members 
Mstep: Class 2 contains 107159 members 
Entering Unmasked Estep 
Score: -28085818.000000 Penalty: 6129.239746
	Iteration 110Q: 3 clusters Score -2.808582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125504 members 
Mstep: Class 2 contains 107157 members 
Entering Unmasked Estep 
Score: -28085814.000000 Penalty: 6129.239746
	Iteration 111Q: 3 clusters Score -2.808581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125506 members 
Mstep: Class 2 contains 107155 members 
Entering Unmasked Estep 
Score: -28085806.000000 Penalty: 6129.239746
	Iteration 112Q: 3 clusters Score -2.808581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125506 members 
Mstep: Class 2 contains 107155 members 
Entering Unmasked Estep 
Score: -28085806.000000 Penalty: 6129.239746
	Iteration 113F: 3 clusters Score -2.808581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 125506 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 16909 members 
Mstep: Class 11 contains 59686 members 
Mstep: Class 12 contains 118606 members 
Mstep: Class 13 contains 89094 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 18254 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 274476 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 107155 members 
Entering Unmasked Estep 
Score: -153922288.000000 Penalty: 87345.296875
Splitting cluster 8 changes total score from -153793648.000000 to -153922288.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (18618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Entering Unmasked Estep 
Score: -2838675.500000 Penalty: 2438.307373
	Iteration 0F: 2 clusters Score -2838676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2826811.000000 Penalty: 4876.614746
	Iteration 0F: 3 clusters Score -2826811 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2844085.250000 Penalty: 4876.614746
	Iteration 1F: 3 clusters Score -2844085 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2851421.750000 Penalty: 4876.614746
	Iteration 2F: 3 clusters Score -2851422 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2855800.750000 Penalty: 4876.614746
	Iteration 3F: 3 clusters Score -2855801 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2857891.500000 Penalty: 4876.614746
	Iteration 4F: 3 clusters Score -2857892 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2859396.000000 Penalty: 4876.614746
	Iteration 5Q: 3 clusters Score -2859396 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2861224.500000 Penalty: 4876.614746
	Iteration 6Q: 3 clusters Score -2861224 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2864332.750000 Penalty: 4876.614746
	Iteration 7Q: 3 clusters Score -2864333 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2867099.000000 Penalty: 4876.614746
	Iteration 8Q: 3 clusters Score -2867099 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2868198.000000 Penalty: 4876.614746
	Iteration 9Q: 3 clusters Score -2868198 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2868647.750000 Penalty: 4876.614746
	Iteration 10Q: 3 clusters Score -2868648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2868839.750000 Penalty: 4876.614746
	Iteration 11Q: 3 clusters Score -2868840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2868903.000000 Penalty: 4876.614746
	Iteration 12Q: 3 clusters Score -2868903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2868878.750000 Penalty: 4876.614746
	Iteration 13Q: 3 clusters Score -2868879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2868909.000000 Penalty: 4876.614746
	Iteration 14Q: 3 clusters Score -2868909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2868933.000000 Penalty: 4876.614746
	Iteration 15Q: 3 clusters Score -2868933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2868901.250000 Penalty: 4876.614746
	Iteration 16Q: 3 clusters Score -2868901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2868875.000000 Penalty: 4876.614746
	Iteration 17Q: 3 clusters Score -2868875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2868901.000000 Penalty: 4876.614746
	Iteration 18Q: 3 clusters Score -2868901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2868919.500000 Penalty: 4876.614746
	Iteration 19Q: 3 clusters Score -2868920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2869859.500000 Penalty: 4876.614746
	Iteration 20F: 3 clusters Score -2869860 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2872678.500000 Penalty: 4876.614746
	Iteration 21Q: 3 clusters Score -2872678 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2874705.000000 Penalty: 4876.614746
	Iteration 22Q: 3 clusters Score -2874705 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2875274.250000 Penalty: 4876.614746
	Iteration 23Q: 3 clusters Score -2875274 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2875420.500000 Penalty: 4876.614746
	Iteration 24Q: 3 clusters Score -2875420 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2875530.000000 Penalty: 4876.614746
	Iteration 25Q: 3 clusters Score -2875530 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2875518.500000 Penalty: 4876.614746
	Iteration 26Q: 3 clusters Score -2875518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2875555.250000 Penalty: 4876.614746
	Iteration 27Q: 3 clusters Score -2875555 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2875499.750000 Penalty: 4876.614746
	Iteration 28Q: 3 clusters Score -2875500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2875573.250000 Penalty: 4876.614746
	Iteration 29Q: 3 clusters Score -2875573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2875543.250000 Penalty: 4876.614746
	Iteration 30Q: 3 clusters Score -2875543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2875540.000000 Penalty: 4876.614746
	Iteration 31Q: 3 clusters Score -2875540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2875555.250000 Penalty: 4876.614746
	Iteration 32Q: 3 clusters Score -2875555 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2875544.250000 Penalty: 4876.614746
	Iteration 33Q: 3 clusters Score -2875544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2875539.500000 Penalty: 4876.614746
	Iteration 34Q: 3 clusters Score -2875540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2875539.750000 Penalty: 4876.614746
	Iteration 35Q: 3 clusters Score -2875540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2875535.500000 Penalty: 4876.614746
	Iteration 36Q: 3 clusters Score -2875536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2875540.250000 Penalty: 4876.614746
	Iteration 37Q: 3 clusters Score -2875540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2875526.500000 Penalty: 4876.614746
	Iteration 38Q: 3 clusters Score -2875526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2875517.750000 Penalty: 4876.614746
	Iteration 39Q: 3 clusters Score -2875518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2875559.750000 Penalty: 4876.614746
	Iteration 40F: 3 clusters Score -2875560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2875516.750000 Penalty: 4876.614746
	Iteration 41Q: 3 clusters Score -2875517 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2875527.500000 Penalty: 4876.614746
	Iteration 42Q: 3 clusters Score -2875528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2875576.000000 Penalty: 4876.614746
	Iteration 43Q: 3 clusters Score -2875576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2875502.250000 Penalty: 4876.614746
	Iteration 44Q: 3 clusters Score -2875502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2875545.250000 Penalty: 4876.614746
	Iteration 45Q: 3 clusters Score -2875545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2875596.250000 Penalty: 4876.614746
	Iteration 46Q: 3 clusters Score -2875596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2875563.500000 Penalty: 4876.614746
	Iteration 47Q: 3 clusters Score -2875564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2875585.500000 Penalty: 4876.614746
	Iteration 48Q: 3 clusters Score -2875586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2875566.750000 Penalty: 4876.614746
	Iteration 49Q: 3 clusters Score -2875567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2875516.000000 Penalty: 4876.614746
	Iteration 50Q: 3 clusters Score -2875516 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
Score: -2875571.750000 Penalty: 4876.614746
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2875568 nChanged 42
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Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2875500.250000 Penalty: 4876.614746
	Iteration 55Q: 3 clusters Score -2875500 nChanged 46
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2875551 nChanged 37
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2875579 nChanged 30
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2875516 nChanged 44
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2875536 nChanged 46
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2875588 nChanged 34
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2875564 nChanged 42
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2875521 nChanged 56
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2875518 nChanged 50
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	Iteration 67Q: 3 clusters Score -2875486 nChanged 46
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2875539 nChanged 43
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2875520 nChanged 35
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2875535 nChanged 37
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2875563 nChanged 36
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	Iteration 88Q: 3 clusters Score -2875538 nChanged 34
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2875519 nChanged 40
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	Iteration 96Q: 3 clusters Score -2875521 nChanged 54
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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 100F: 3 clusters Score -2875512 nChanged 53
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2875576 nChanged 38
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2875541 nChanged 32
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	Iteration 104Q: 3 clusters Score -2875510 nChanged 46
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2875577 nChanged 42
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	Iteration 106Q: 3 clusters Score -2875550 nChanged 34
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	Iteration 107Q: 3 clusters Score -2875507 nChanged 52
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	Iteration 109Q: 3 clusters Score -2875565 nChanged 45
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	Iteration 110Q: 3 clusters Score -2875499 nChanged 54
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	Iteration 111Q: 3 clusters Score -2875525 nChanged 38
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	Iteration 112Q: 3 clusters Score -2875522 nChanged 51
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	Iteration 113Q: 3 clusters Score -2875546 nChanged 41
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	Iteration 114Q: 3 clusters Score -2875578 nChanged 36
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	Iteration 115Q: 3 clusters Score -2875490 nChanged 51
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	Iteration 116Q: 3 clusters Score -2875542 nChanged 47
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2875558 nChanged 41
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	Iteration 118Q: 3 clusters Score -2875574 nChanged 46
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	Iteration 119Q: 3 clusters Score -2875580 nChanged 43
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2875602 nChanged 42
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	Iteration 121Q: 3 clusters Score -2875577 nChanged 33
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	Iteration 122Q: 3 clusters Score -2875542 nChanged 43
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	Iteration 123Q: 3 clusters Score -2875536 nChanged 38
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2875536 nChanged 41
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	Iteration 125Q: 3 clusters Score -2875593 nChanged 41
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	Iteration 126Q: 3 clusters Score -2875563 nChanged 42
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	Iteration 127Q: 3 clusters Score -2875562 nChanged 35
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	Iteration 128Q: 3 clusters Score -2875494 nChanged 54
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	Iteration 129Q: 3 clusters Score -2875553 nChanged 49
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	Iteration 130Q: 3 clusters Score -2875581 nChanged 28
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	Iteration 131Q: 3 clusters Score -2875576 nChanged 34
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	Iteration 132Q: 3 clusters Score -2875535 nChanged 39
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	Iteration 133Q: 3 clusters Score -2875510 nChanged 52
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	Iteration 134Q: 3 clusters Score -2875592 nChanged 44
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	Iteration 135Q: 3 clusters Score -2875504 nChanged 58
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	Iteration 136Q: 3 clusters Score -2875542 nChanged 55
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	Iteration 137Q: 3 clusters Score -2875539 nChanged 53
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	Iteration 138Q: 3 clusters Score -2875556 nChanged 40
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	Iteration 139Q: 3 clusters Score -2875552 nChanged 40
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	Iteration 140F: 3 clusters Score -2875530 nChanged 37
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	Iteration 141Q: 3 clusters Score -2875538 nChanged 43
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	Iteration 142Q: 3 clusters Score -2875559 nChanged 46
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2875553 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2875564 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2875575 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2875543 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2875577 nChanged 41
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Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2875555 nChanged 33
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2875523 nChanged 45
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2875508 nChanged 46
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Entering Unmasked Estep 
Score: -2875524.250000 Penalty: 4876.614746
	Iteration 151Q: 3 clusters Score -2875524 nChanged 44
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2875547 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2875551.750000 Penalty: 4876.614746
	Iteration 153Q: 3 clusters Score -2875552 nChanged 48
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2875515 nChanged 43
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2875561 nChanged 53
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2875492 nChanged 54
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2875570 nChanged 53
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2875546 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2875553 nChanged 45
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2875563.500000 Penalty: 4876.614746
	Iteration 160F: 3 clusters Score -2875564 nChanged 42
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2875544 nChanged 32
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2875482 nChanged 37
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2875568 nChanged 47
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2875527 nChanged 47
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2875533 nChanged 38
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2875559 nChanged 28
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2875550 nChanged 27
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2875561 nChanged 31
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2875586 nChanged 35
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2875501 nChanged 38
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2875571 nChanged 59
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2875562 nChanged 48
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2875543 nChanged 33
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2875558 nChanged 36
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	Iteration 176Q: 3 clusters Score -2875561 nChanged 39
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2875524 nChanged 41
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	Iteration 178Q: 3 clusters Score -2875502 nChanged 49
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	Iteration 179Q: 3 clusters Score -2875589 nChanged 47
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2875584 nChanged 36
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2875556 nChanged 45
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2875496 nChanged 49
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	Iteration 183Q: 3 clusters Score -2875514 nChanged 44
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2875566 nChanged 39
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2875532 nChanged 47
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	Iteration 186Q: 3 clusters Score -2875571 nChanged 46
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	Iteration 187Q: 3 clusters Score -2875590 nChanged 36
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	Iteration 188Q: 3 clusters Score -2875563 nChanged 37
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	Iteration 189Q: 3 clusters Score -2875548 nChanged 45
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	Iteration 190Q: 3 clusters Score -2875511 nChanged 35
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2875556 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2875531 nChanged 40
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2875498 nChanged 55
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2875514 nChanged 50
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2875578 nChanged 39
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2875536 nChanged 45
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2875532 nChanged 46
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2875513 nChanged 39
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2875547 nChanged 46
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2875556 nChanged 45
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2875597 nChanged 42
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2875506 nChanged 40
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2875505 nChanged 57
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2875525 nChanged 42
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2875522 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2875562 nChanged 48
Entering Unmasked Mstep 
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	Iteration 207Q: 3 clusters Score -2875592 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2875540.250000 Penalty: 4876.614746
	Iteration 208Q: 3 clusters Score -2875540 nChanged 35
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2875528 nChanged 47
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2875540 nChanged 41
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	Iteration 211Q: 3 clusters Score -2875554 nChanged 48
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2875512 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2875565 nChanged 54
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	Iteration 214Q: 3 clusters Score -2875580 nChanged 54
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	Iteration 215Q: 3 clusters Score -2875517 nChanged 49
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	Iteration 216Q: 3 clusters Score -2875567 nChanged 47
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	Iteration 217Q: 3 clusters Score -2875549 nChanged 37
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	Iteration 218Q: 3 clusters Score -2875533 nChanged 43
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	Iteration 219Q: 3 clusters Score -2875534 nChanged 45
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	Iteration 220F: 3 clusters Score -2875527 nChanged 43
Entering Unmasked Mstep 
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	Iteration 221Q: 3 clusters Score -2875545 nChanged 44
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	Iteration 222Q: 3 clusters Score -2875550 nChanged 51
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	Iteration 223Q: 3 clusters Score -2875580 nChanged 50
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	Iteration 224Q: 3 clusters Score -2875568 nChanged 44
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	Iteration 225Q: 3 clusters Score -2875523 nChanged 44
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	Iteration 226Q: 3 clusters Score -2875550 nChanged 51
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	Iteration 227Q: 3 clusters Score -2875534 nChanged 40
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	Iteration 228Q: 3 clusters Score -2875526 nChanged 47
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	Iteration 229Q: 3 clusters Score -2875554 nChanged 36
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -2875518 nChanged 54
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	Iteration 231Q: 3 clusters Score -2875490 nChanged 61
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -2875536 nChanged 49
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	Iteration 233Q: 3 clusters Score -2875538 nChanged 46
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	Iteration 234Q: 3 clusters Score -2875531 nChanged 54
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	Iteration 235Q: 3 clusters Score -2875574 nChanged 44
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Entering Unmasked Estep 
Score: -2875545.500000 Penalty: 4876.614746
	Iteration 236Q: 3 clusters Score -2875546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2875595.500000 Penalty: 4876.614746
	Iteration 237Q: 3 clusters Score -2875596 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2875577.250000 Penalty: 4876.614746
	Iteration 238Q: 3 clusters Score -2875577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2875534.250000 Penalty: 4876.614746
	Iteration 239Q: 3 clusters Score -2875534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2875532.000000 Penalty: 4876.614746
	Iteration 240F: 3 clusters Score -2875532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2875607.750000 Penalty: 4876.614746
	Iteration 241Q: 3 clusters Score -2875608 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2875571.000000 Penalty: 4876.614746
	Iteration 242Q: 3 clusters Score -2875571 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2875564.250000 Penalty: 4876.614746
	Iteration 243Q: 3 clusters Score -2875564 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2875536.500000 Penalty: 4876.614746
	Iteration 244Q: 3 clusters Score -2875536 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -2875534 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2875497.750000 Penalty: 4876.614746
	Iteration 246Q: 3 clusters Score -2875498 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -2875558 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -2875442 nChanged 47
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -2875582 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2875607.250000 Penalty: 4876.614746
	Iteration 250Q: 3 clusters Score -2875607 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2691 members 
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Entering Unmasked Estep 
Score: -2875551.250000 Penalty: 4876.614746
	Iteration 251Q: 3 clusters Score -2875551 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2875556.750000 Penalty: 4876.614746
	Iteration 252Q: 3 clusters Score -2875557 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2875566.250000 Penalty: 4876.614746
	Iteration 253Q: 3 clusters Score -2875566 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2875521.750000 Penalty: 4876.614746
	Iteration 254Q: 3 clusters Score -2875522 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -2875560 nChanged 47
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -2875550 nChanged 43
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -2875537 nChanged 33
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -2875564 nChanged 41
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -2875496 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2875536.000000 Penalty: 4876.614746
	Iteration 260F: 3 clusters Score -2875536 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -2875506 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -2875536 nChanged 48
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Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -2875588 nChanged 37
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -2875542 nChanged 43
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -2875482 nChanged 53
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Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -2875576 nChanged 39
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Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -2875527 nChanged 39
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	Iteration 268Q: 3 clusters Score -2875497 nChanged 48
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	Iteration 269Q: 3 clusters Score -2875464 nChanged 56
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	Iteration 270Q: 3 clusters Score -2875472 nChanged 49
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -2875474 nChanged 56
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -2875518 nChanged 58
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -2875512 nChanged 63
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Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -2875536 nChanged 44
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Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -2875543 nChanged 39
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Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -2875531 nChanged 47
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	Iteration 277Q: 3 clusters Score -2875527 nChanged 53
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Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -2875512 nChanged 40
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	Iteration 279Q: 3 clusters Score -2875558 nChanged 33
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Entering Unmasked Estep 
Score: -2875589.000000 Penalty: 4876.614746
	Iteration 280F: 3 clusters Score -2875589 nChanged 54
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Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -2875577 nChanged 42
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	Iteration 282Q: 3 clusters Score -2875545 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -2875509 nChanged 37
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Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -2875523 nChanged 47
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	Iteration 285Q: 3 clusters Score -2875509 nChanged 40
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	Iteration 286Q: 3 clusters Score -2875538 nChanged 47
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -2875578 nChanged 40
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Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -2875591 nChanged 38
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Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -2875529 nChanged 42
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	Iteration 290Q: 3 clusters Score -2875571 nChanged 55
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Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -2875511 nChanged 42
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Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -2875533 nChanged 48
Entering Unmasked Mstep 
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	Iteration 293Q: 3 clusters Score -2875532 nChanged 50
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	Iteration 294Q: 3 clusters Score -2875577 nChanged 40
Entering Unmasked Mstep 
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	Iteration 295Q: 3 clusters Score -2875550 nChanged 34
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	Iteration 296Q: 3 clusters Score -2875548 nChanged 43
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	Iteration 297Q: 3 clusters Score -2875586 nChanged 30
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Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -2875571 nChanged 32
Entering Unmasked Mstep 
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	Iteration 299Q: 3 clusters Score -2875584 nChanged 47
Entering Unmasked Mstep 
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	Iteration 300F: 3 clusters Score -2875510 nChanged 42
Entering Unmasked Mstep 
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	Iteration 301Q: 3 clusters Score -2875556 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -2875500 nChanged 51
Entering Unmasked Mstep 
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	Iteration 303Q: 3 clusters Score -2875494 nChanged 57
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	Iteration 304Q: 3 clusters Score -2875576 nChanged 43
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	Iteration 305Q: 3 clusters Score -2875572 nChanged 36
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	Iteration 306Q: 3 clusters Score -2875547 nChanged 29
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Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -2875544 nChanged 33
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	Iteration 308Q: 3 clusters Score -2875570 nChanged 34
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	Iteration 309Q: 3 clusters Score -2875562 nChanged 47
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	Iteration 310Q: 3 clusters Score -2875557 nChanged 52
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	Iteration 311Q: 3 clusters Score -2875533 nChanged 47
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	Iteration 312Q: 3 clusters Score -2875522 nChanged 46
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	Iteration 313Q: 3 clusters Score -2875488 nChanged 64
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	Iteration 314Q: 3 clusters Score -2875502 nChanged 54
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	Iteration 315Q: 3 clusters Score -2875521 nChanged 51
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	Iteration 316Q: 3 clusters Score -2875528 nChanged 45
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	Iteration 317Q: 3 clusters Score -2875578 nChanged 41
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Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -2875532 nChanged 45
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	Iteration 319Q: 3 clusters Score -2875488 nChanged 45
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	Iteration 320F: 3 clusters Score -2875579 nChanged 54
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	Iteration 321Q: 3 clusters Score -2875546 nChanged 38
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	Iteration 322Q: 3 clusters Score -2875572 nChanged 49
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	Iteration 323Q: 3 clusters Score -2875574 nChanged 30
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	Iteration 324Q: 3 clusters Score -2875546 nChanged 54
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	Iteration 325Q: 3 clusters Score -2875544 nChanged 35
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	Iteration 326Q: 3 clusters Score -2875566 nChanged 41
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	Iteration 327Q: 3 clusters Score -2875538 nChanged 34
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	Iteration 328Q: 3 clusters Score -2875596 nChanged 36
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Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -2875504 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2875569.500000 Penalty: 4876.614746
	Iteration 330Q: 3 clusters Score -2875570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2875481.000000 Penalty: 4876.614746
	Iteration 331Q: 3 clusters Score -2875481 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2875526.250000 Penalty: 4876.614746
	Iteration 332Q: 3 clusters Score -2875526 nChanged 73
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Entering Unmasked Estep 
Score: -2875550.750000 Penalty: 4876.614746
	Iteration 333Q: 3 clusters Score -2875551 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2875513.750000 Penalty: 4876.614746
	Iteration 334Q: 3 clusters Score -2875514 nChanged 42
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Entering Unmasked Estep 
Score: -2875531.250000 Penalty: 4876.614746
	Iteration 335Q: 3 clusters Score -2875531 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -2875530 nChanged 43
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Entering Unmasked Estep 
Score: -2875522.000000 Penalty: 4876.614746
	Iteration 337Q: 3 clusters Score -2875522 nChanged 35
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Entering Unmasked Estep 
Score: -2875563.750000 Penalty: 4876.614746
	Iteration 338Q: 3 clusters Score -2875564 nChanged 49
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Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2875542.000000 Penalty: 4876.614746
	Iteration 339Q: 3 clusters Score -2875542 nChanged 41
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Entering Unmasked Estep 
Score: -2875556.500000 Penalty: 4876.614746
	Iteration 340F: 3 clusters Score -2875556 nChanged 45
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Entering Unmasked Estep 
Score: -2875547.750000 Penalty: 4876.614746
	Iteration 341Q: 3 clusters Score -2875548 nChanged 33
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Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2875514.000000 Penalty: 4876.614746
	Iteration 342Q: 3 clusters Score -2875514 nChanged 45
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Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2875513.250000 Penalty: 4876.614746
	Iteration 343Q: 3 clusters Score -2875513 nChanged 49
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Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2875488.500000 Penalty: 4876.614746
	Iteration 344Q: 3 clusters Score -2875488 nChanged 46
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Entering Unmasked Estep 
Score: -2875576.250000 Penalty: 4876.614746
	Iteration 345Q: 3 clusters Score -2875576 nChanged 32
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Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -2875570 nChanged 39
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Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -2875568 nChanged 36
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Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -2875597 nChanged 47
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Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -2875547 nChanged 41
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Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -2875560 nChanged 45
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Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -2875547 nChanged 32
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Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2875518.500000 Penalty: 4876.614746
	Iteration 352Q: 3 clusters Score -2875518 nChanged 38
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Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -2875557 nChanged 40
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Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -2875542 nChanged 40
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	Iteration 355Q: 3 clusters Score -2875512 nChanged 32
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	Iteration 356Q: 3 clusters Score -2875572 nChanged 47
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	Iteration 357Q: 3 clusters Score -2875503 nChanged 33
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	Iteration 358Q: 3 clusters Score -2875537 nChanged 37
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	Iteration 359Q: 3 clusters Score -2875542 nChanged 49
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Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -2875534 nChanged 55
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Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -2875491 nChanged 59
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Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -2875560 nChanged 41
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Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -2875530 nChanged 37
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	Iteration 364Q: 3 clusters Score -2875597 nChanged 37
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Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -2875547 nChanged 42
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	Iteration 366Q: 3 clusters Score -2875550 nChanged 36
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	Iteration 367Q: 3 clusters Score -2875528 nChanged 38
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	Iteration 368Q: 3 clusters Score -2875554 nChanged 54
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	Iteration 369Q: 3 clusters Score -2875504 nChanged 47
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	Iteration 370Q: 3 clusters Score -2875581 nChanged 43
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	Iteration 371Q: 3 clusters Score -2875554 nChanged 41
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Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -2875554 nChanged 36
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Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -2875566 nChanged 41
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Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -2875522 nChanged 44
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Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -2875543 nChanged 50
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Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -2875538 nChanged 48
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Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -2875566 nChanged 53
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Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -2875488 nChanged 56
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	Iteration 379Q: 3 clusters Score -2875567 nChanged 50
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Entering Unmasked Estep 
Score: -2875506.250000 Penalty: 4876.614746
	Iteration 380F: 3 clusters Score -2875506 nChanged 65
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Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -2875566 nChanged 31
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	Iteration 382Q: 3 clusters Score -2875555 nChanged 44
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	Iteration 383Q: 3 clusters Score -2875512 nChanged 51
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	Iteration 384Q: 3 clusters Score -2875608 nChanged 41
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	Iteration 385Q: 3 clusters Score -2875536 nChanged 42
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	Iteration 386Q: 3 clusters Score -2875519 nChanged 55
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	Iteration 387Q: 3 clusters Score -2875506 nChanged 77
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	Iteration 388Q: 3 clusters Score -2875533 nChanged 69
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	Iteration 389Q: 3 clusters Score -2875542 nChanged 43
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	Iteration 390Q: 3 clusters Score -2875505 nChanged 53
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	Iteration 391Q: 3 clusters Score -2875611 nChanged 29
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	Iteration 392Q: 3 clusters Score -2875525 nChanged 41
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Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -2875531 nChanged 45
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Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -2875539 nChanged 47
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	Iteration 395Q: 3 clusters Score -2875544 nChanged 57
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Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -2875549 nChanged 37
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	Iteration 397Q: 3 clusters Score -2875519 nChanged 57
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Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -2875535 nChanged 46
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Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -2875527 nChanged 62
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Entering Unmasked Estep 
Score: -2875530.500000 Penalty: 4876.614746
	Iteration 400F: 3 clusters Score -2875530 nChanged 39
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Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -2875506 nChanged 48
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Entering Unmasked Estep 
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	Iteration 402Q: 3 clusters Score -2875563 nChanged 46
Entering Unmasked Mstep 
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	Iteration 403Q: 3 clusters Score -2875530 nChanged 36
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	Iteration 404Q: 3 clusters Score -2875521 nChanged 44
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	Iteration 405Q: 3 clusters Score -2875571 nChanged 40
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	Iteration 406Q: 3 clusters Score -2875551 nChanged 41
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	Iteration 407Q: 3 clusters Score -2875566 nChanged 32
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	Iteration 408Q: 3 clusters Score -2875586 nChanged 30
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	Iteration 409Q: 3 clusters Score -2875554 nChanged 31
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	Iteration 410Q: 3 clusters Score -2875542 nChanged 27
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	Iteration 411Q: 3 clusters Score -2875575 nChanged 32
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	Iteration 412Q: 3 clusters Score -2875592 nChanged 27
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	Iteration 413Q: 3 clusters Score -2875545 nChanged 45
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	Iteration 414Q: 3 clusters Score -2875588 nChanged 50
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	Iteration 415Q: 3 clusters Score -2875569 nChanged 33
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	Iteration 416Q: 3 clusters Score -2875564 nChanged 26
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	Iteration 417Q: 3 clusters Score -2875550 nChanged 36
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	Iteration 418Q: 3 clusters Score -2875562 nChanged 40
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	Iteration 419Q: 3 clusters Score -2875509 nChanged 51
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	Iteration 420F: 3 clusters Score -2875544 nChanged 50
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	Iteration 421Q: 3 clusters Score -2875524 nChanged 47
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Entering Unmasked Estep 
Score: -2875570.750000 Penalty: 4876.614746
	Iteration 422Q: 3 clusters Score -2875571 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2875577.250000 Penalty: 4876.614746
	Iteration 423Q: 3 clusters Score -2875577 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2875521.250000 Penalty: 4876.614746
	Iteration 424Q: 3 clusters Score -2875521 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2875563.500000 Penalty: 4876.614746
	Iteration 425Q: 3 clusters Score -2875564 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2875527.250000 Penalty: 4876.614746
	Iteration 426Q: 3 clusters Score -2875527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2875545.750000 Penalty: 4876.614746
	Iteration 427Q: 3 clusters Score -2875546 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2875539.750000 Penalty: 4876.614746
	Iteration 428Q: 3 clusters Score -2875540 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2875484.250000 Penalty: 4876.614746
	Iteration 429Q: 3 clusters Score -2875484 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2875572.000000 Penalty: 4876.614746
	Iteration 430Q: 3 clusters Score -2875572 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2875491.250000 Penalty: 4876.614746
	Iteration 431Q: 3 clusters Score -2875491 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2875516.250000 Penalty: 4876.614746
	Iteration 432Q: 3 clusters Score -2875516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2875457.250000 Penalty: 4876.614746
	Iteration 433Q: 3 clusters Score -2875457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2875531.250000 Penalty: 4876.614746
	Iteration 434Q: 3 clusters Score -2875531 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2875581.750000 Penalty: 4876.614746
	Iteration 435Q: 3 clusters Score -2875582 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2875612.500000 Penalty: 4876.614746
	Iteration 436Q: 3 clusters Score -2875612 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2875578.250000 Penalty: 4876.614746
	Iteration 437Q: 3 clusters Score -2875578 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2875506.500000 Penalty: 4876.614746
	Iteration 438Q: 3 clusters Score -2875506 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2875573.500000 Penalty: 4876.614746
	Iteration 439Q: 3 clusters Score -2875574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2875524.750000 Penalty: 4876.614746
	Iteration 440F: 3 clusters Score -2875525 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2875541.500000 Penalty: 4876.614746
	Iteration 441Q: 3 clusters Score -2875542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2875557.000000 Penalty: 4876.614746
	Iteration 442Q: 3 clusters Score -2875557 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2875573.250000 Penalty: 4876.614746
	Iteration 443Q: 3 clusters Score -2875573 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2875544.500000 Penalty: 4876.614746
	Iteration 444Q: 3 clusters Score -2875544 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2875575.750000 Penalty: 4876.614746
	Iteration 445Q: 3 clusters Score -2875576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2875568.000000 Penalty: 4876.614746
	Iteration 446Q: 3 clusters Score -2875568 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2663 members 
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Entering Unmasked Estep 
Score: -2875501.250000 Penalty: 4876.614746
	Iteration 447Q: 3 clusters Score -2875501 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
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	Iteration 448Q: 3 clusters Score -2875570 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
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	Iteration 449Q: 3 clusters Score -2875544 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
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	Iteration 450Q: 3 clusters Score -2875568 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
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	Iteration 451Q: 3 clusters Score -2875578 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
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	Iteration 452Q: 3 clusters Score -2875470 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2875549.000000 Penalty: 4876.614746
	Iteration 453Q: 3 clusters Score -2875549 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2875548.750000 Penalty: 4876.614746
	Iteration 454Q: 3 clusters Score -2875549 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2875524.250000 Penalty: 4876.614746
	Iteration 455Q: 3 clusters Score -2875524 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2875543.250000 Penalty: 4876.614746
	Iteration 456Q: 3 clusters Score -2875543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2875559.750000 Penalty: 4876.614746
	Iteration 457Q: 3 clusters Score -2875560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2875563.500000 Penalty: 4876.614746
	Iteration 458Q: 3 clusters Score -2875564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2875570.750000 Penalty: 4876.614746
	Iteration 459Q: 3 clusters Score -2875571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2875528.500000 Penalty: 4876.614746
	Iteration 460F: 3 clusters Score -2875528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2875560.250000 Penalty: 4876.614746
	Iteration 461Q: 3 clusters Score -2875560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2875550.500000 Penalty: 4876.614746
	Iteration 462Q: 3 clusters Score -2875550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2875566.000000 Penalty: 4876.614746
	Iteration 463Q: 3 clusters Score -2875566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2875549.250000 Penalty: 4876.614746
	Iteration 464Q: 3 clusters Score -2875549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2875573.500000 Penalty: 4876.614746
	Iteration 465Q: 3 clusters Score -2875574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2875560.250000 Penalty: 4876.614746
	Iteration 466Q: 3 clusters Score -2875560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2875527.500000 Penalty: 4876.614746
	Iteration 467Q: 3 clusters Score -2875528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2875512.250000 Penalty: 4876.614746
	Iteration 468Q: 3 clusters Score -2875512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2875555.750000 Penalty: 4876.614746
	Iteration 469Q: 3 clusters Score -2875556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2875554.500000 Penalty: 4876.614746
	Iteration 470Q: 3 clusters Score -2875554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2875473.000000 Penalty: 4876.614746
	Iteration 471Q: 3 clusters Score -2875473 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2875584.750000 Penalty: 4876.614746
	Iteration 472Q: 3 clusters Score -2875585 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2875599.750000 Penalty: 4876.614746
	Iteration 473Q: 3 clusters Score -2875600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2875497.250000 Penalty: 4876.614746
	Iteration 474Q: 3 clusters Score -2875497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2875536.500000 Penalty: 4876.614746
	Iteration 475Q: 3 clusters Score -2875536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2875506.250000 Penalty: 4876.614746
	Iteration 476Q: 3 clusters Score -2875506 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2875543.000000 Penalty: 4876.614746
	Iteration 477Q: 3 clusters Score -2875543 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2875558.000000 Penalty: 4876.614746
	Iteration 478Q: 3 clusters Score -2875558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2875550.250000 Penalty: 4876.614746
	Iteration 479Q: 3 clusters Score -2875550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2875526.500000 Penalty: 4876.614746
	Iteration 480F: 3 clusters Score -2875526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2875540.750000 Penalty: 4876.614746
	Iteration 481Q: 3 clusters Score -2875541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2875585.500000 Penalty: 4876.614746
	Iteration 482Q: 3 clusters Score -2875586 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2875543.000000 Penalty: 4876.614746
	Iteration 483Q: 3 clusters Score -2875543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2875517.000000 Penalty: 4876.614746
	Iteration 484Q: 3 clusters Score -2875517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2875554.750000 Penalty: 4876.614746
	Iteration 485Q: 3 clusters Score -2875555 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2875547.250000 Penalty: 4876.614746
	Iteration 486Q: 3 clusters Score -2875547 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2875544.500000 Penalty: 4876.614746
	Iteration 487Q: 3 clusters Score -2875544 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2875538.000000 Penalty: 4876.614746
	Iteration 488Q: 3 clusters Score -2875538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2875525.500000 Penalty: 4876.614746
	Iteration 489Q: 3 clusters Score -2875526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2875598.500000 Penalty: 4876.614746
	Iteration 490Q: 3 clusters Score -2875598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2875539.000000 Penalty: 4876.614746
	Iteration 491Q: 3 clusters Score -2875539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2875515.500000 Penalty: 4876.614746
	Iteration 492Q: 3 clusters Score -2875516 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2875548.500000 Penalty: 4876.614746
	Iteration 493Q: 3 clusters Score -2875548 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2875594.250000 Penalty: 4876.614746
	Iteration 494Q: 3 clusters Score -2875594 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2875563.500000 Penalty: 4876.614746
	Iteration 495Q: 3 clusters Score -2875564 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2875557.500000 Penalty: 4876.614746
	Iteration 496Q: 3 clusters Score -2875558 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2875460.500000 Penalty: 4876.614746
	Iteration 497Q: 3 clusters Score -2875460 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2875536.000000 Penalty: 4876.614746
	Iteration 498Q: 3 clusters Score -2875536 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2875547.250000 Penalty: 4876.614746
	Iteration 499Q: 3 clusters Score -2875547 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2875575.500000 Penalty: 4876.614746
	Iteration 500F: 3 clusters Score -2875576 nChanged 30
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 125506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 16909 members 
Mstep: Class 11 contains 59686 members 
Mstep: Class 12 contains 118606 members 
Mstep: Class 13 contains 89094 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 18254 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 274476 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 107155 members 
Mstep: Class 26 contains 15957 members 
Entering Unmasked Estep 
Score: -153959936.000000 Penalty: 90839.109375
Splitting cluster 9 changes total score from -153793648.000000 to -153959936.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (16909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16909 members 
Entering Unmasked Estep 
Score: -1988374.500000 Penalty: 2414.429199
	Iteration 0F: 2 clusters Score -1988374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1976447.875000 Penalty: 4828.858398
	Iteration 0F: 3 clusters Score -1976448 nChanged 7350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1981214.625000 Penalty: 4828.858398
	Iteration 1F: 3 clusters Score -1981215 nChanged 1516
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1982682 nChanged 1627
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1984563.875000 Penalty: 4828.858398
	Iteration 3F: 3 clusters Score -1984564 nChanged 1618
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1986338 nChanged 1232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1987506.125000 Penalty: 4828.858398
	Iteration 5F: 3 clusters Score -1987506 nChanged 972
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1988359.375000 Penalty: 4828.858398
	Iteration 6F: 3 clusters Score -1988359 nChanged 675
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1988910.875000 Penalty: 4828.858398
	Iteration 7Q: 3 clusters Score -1988911 nChanged 528
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1989504.750000 Penalty: 4828.858398
	Iteration 8Q: 3 clusters Score -1989505 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1990765.125000 Penalty: 4828.858398
	Iteration 9Q: 3 clusters Score -1990765 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1993833.625000 Penalty: 4828.858398
	Iteration 10Q: 3 clusters Score -1993834 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1995032.875000 Penalty: 4828.858398
	Iteration 11Q: 3 clusters Score -1995033 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1995445.750000 Penalty: 4828.858398
	Iteration 12Q: 3 clusters Score -1995446 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1995656.625000 Penalty: 4828.858398
	Iteration 13Q: 3 clusters Score -1995657 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1995790.625000 Penalty: 4828.858398
	Iteration 14Q: 3 clusters Score -1995791 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1995893.875000 Penalty: 4828.858398
	Iteration 15Q: 3 clusters Score -1995894 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1995979.750000 Penalty: 4828.858398
	Iteration 16Q: 3 clusters Score -1995980 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1996051.875000 Penalty: 4828.858398
	Iteration 17Q: 3 clusters Score -1996052 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1996131.625000 Penalty: 4828.858398
	Iteration 18Q: 3 clusters Score -1996132 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1996194.125000 Penalty: 4828.858398
	Iteration 19Q: 3 clusters Score -1996194 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1996269.375000 Penalty: 4828.858398
	Iteration 20F: 3 clusters Score -1996269 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1996366.250000 Penalty: 4828.858398
	Iteration 21Q: 3 clusters Score -1996366 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1996456.250000 Penalty: 4828.858398
	Iteration 22Q: 3 clusters Score -1996456 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1996552.500000 Penalty: 4828.858398
	Iteration 23Q: 3 clusters Score -1996552 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1996658.125000 Penalty: 4828.858398
	Iteration 24Q: 3 clusters Score -1996658 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1996739.625000 Penalty: 4828.858398
	Iteration 25Q: 3 clusters Score -1996740 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1996823.250000 Penalty: 4828.858398
	Iteration 26Q: 3 clusters Score -1996823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1996890.000000 Penalty: 4828.858398
	Iteration 27Q: 3 clusters Score -1996890 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1996941.000000 Penalty: 4828.858398
	Iteration 28Q: 3 clusters Score -1996941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1996969.625000 Penalty: 4828.858398
	Iteration 29Q: 3 clusters Score -1996970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1996997.875000 Penalty: 4828.858398
	Iteration 30Q: 3 clusters Score -1996998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1997011.500000 Penalty: 4828.858398
	Iteration 31Q: 3 clusters Score -1997012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1997026.000000 Penalty: 4828.858398
	Iteration 32Q: 3 clusters Score -1997026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1997025.000000 Penalty: 4828.858398
	Iteration 33Q: 3 clusters Score -1997025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1997024.250000 Penalty: 4828.858398
	Iteration 34Q: 3 clusters Score -1997024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1997027.375000 Penalty: 4828.858398
	Iteration 35Q: 3 clusters Score -1997027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1997030.250000 Penalty: 4828.858398
	Iteration 36Q: 3 clusters Score -1997030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1997030.750000 Penalty: 4828.858398
	Iteration 37Q: 3 clusters Score -1997031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1997033.125000 Penalty: 4828.858398
	Iteration 38Q: 3 clusters Score -1997033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1997030.500000 Penalty: 4828.858398
	Iteration 39Q: 3 clusters Score -1997030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1997027.750000 Penalty: 4828.858398
	Iteration 40F: 3 clusters Score -1997028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 125506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 59686 members 
Mstep: Class 12 contains 118606 members 
Mstep: Class 13 contains 89094 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 18254 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 274476 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 107155 members 
Mstep: Class 26 contains 15957 members 
Mstep: Class 27 contains 4431 members 
Entering Unmasked Estep 
Score: -153967600.000000 Penalty: 94332.914062
Splitting cluster 10 changes total score from -153793648.000000 to -153967600.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (59686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Entering Unmasked Estep 
Score: -6848238.500000 Penalty: 2727.219482
	Iteration 0F: 2 clusters Score -6848238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -6808073.000000 Penalty: 5454.438965
	Iteration 0F: 3 clusters Score -6808073 nChanged 27765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -6831463.500000 Penalty: 5454.438965
	Iteration 1F: 3 clusters Score -6831464 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -6849110.000000 Penalty: 5454.438965
	Iteration 2F: 3 clusters Score -6849110 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -6863932.000000 Penalty: 5454.438965
	Iteration 3F: 3 clusters Score -6863932 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -6875435.500000 Penalty: 5454.438965
	Iteration 4F: 3 clusters Score -6875436 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -6883147.000000 Penalty: 5454.438965
	Iteration 5F: 3 clusters Score -6883147 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -6887854.500000 Penalty: 5454.438965
	Iteration 6F: 3 clusters Score -6887854 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -6890609.500000 Penalty: 5454.438965
	Iteration 7Q: 3 clusters Score -6890610 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -6891710.500000 Penalty: 5454.438965
	Iteration 8Q: 3 clusters Score -6891710 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -6891995.000000 Penalty: 5454.438965
	Iteration 9Q: 3 clusters Score -6891995 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -6892144.500000 Penalty: 5454.438965
	Iteration 10Q: 3 clusters Score -6892144 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -6892243.000000 Penalty: 5454.438965
	Iteration 11Q: 3 clusters Score -6892243 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -6892301.500000 Penalty: 5454.438965
	Iteration 12Q: 3 clusters Score -6892302 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -6892353.500000 Penalty: 5454.438965
	Iteration 13Q: 3 clusters Score -6892354 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -6892434.000000 Penalty: 5454.438965
	Iteration 14Q: 3 clusters Score -6892434 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -6892479.500000 Penalty: 5454.438965
	Iteration 15Q: 3 clusters Score -6892480 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -6892597.500000 Penalty: 5454.438965
	Iteration 16Q: 3 clusters Score -6892598 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -6892744.500000 Penalty: 5454.438965
	Iteration 17Q: 3 clusters Score -6892744 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -6892951.500000 Penalty: 5454.438965
	Iteration 18Q: 3 clusters Score -6892952 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -6893090.500000 Penalty: 5454.438965
	Iteration 19Q: 3 clusters Score -6893090 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -6893214.500000 Penalty: 5454.438965
	Iteration 20F: 3 clusters Score -6893214 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -6893313.500000 Penalty: 5454.438965
	Iteration 21Q: 3 clusters Score -6893314 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -6893394.000000 Penalty: 5454.438965
	Iteration 22Q: 3 clusters Score -6893394 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -6893468.000000 Penalty: 5454.438965
	Iteration 23Q: 3 clusters Score -6893468 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -6893554.000000 Penalty: 5454.438965
	Iteration 24Q: 3 clusters Score -6893554 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -6893611.000000 Penalty: 5454.438965
	Iteration 25Q: 3 clusters Score -6893611 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -6893646.000000 Penalty: 5454.438965
	Iteration 26Q: 3 clusters Score -6893646 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -6893675.500000 Penalty: 5454.438965
	Iteration 27Q: 3 clusters Score -6893676 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -6893710.500000 Penalty: 5454.438965
	Iteration 28Q: 3 clusters Score -6893710 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -6893765.500000 Penalty: 5454.438965
	Iteration 29Q: 3 clusters Score -6893766 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -6893818.500000 Penalty: 5454.438965
	Iteration 30Q: 3 clusters Score -6893818 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -6893870.000000 Penalty: 5454.438965
	Iteration 31Q: 3 clusters Score -6893870 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -6893894.000000 Penalty: 5454.438965
	Iteration 32Q: 3 clusters Score -6893894 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -6893899.000000 Penalty: 5454.438965
	Iteration 33Q: 3 clusters Score -6893899 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -6893889.000000 Penalty: 5454.438965
	Iteration 34Q: 3 clusters Score -6893889 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -6893898.000000 Penalty: 5454.438965
	Iteration 35Q: 3 clusters Score -6893898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -6893906.000000 Penalty: 5454.438965
	Iteration 36Q: 3 clusters Score -6893906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -6893905.500000 Penalty: 5454.438965
	Iteration 37Q: 3 clusters Score -6893906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -6893907.000000 Penalty: 5454.438965
	Iteration 38Q: 3 clusters Score -6893907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -6893922.500000 Penalty: 5454.438965
	Iteration 39Q: 3 clusters Score -6893922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -6893924.500000 Penalty: 5454.438965
	Iteration 40F: 3 clusters Score -6893924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -6893921.000000 Penalty: 5454.438965
	Iteration 41Q: 3 clusters Score -6893921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -6893926.500000 Penalty: 5454.438965
	Iteration 42Q: 3 clusters Score -6893926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -6893922.500000 Penalty: 5454.438965
	Iteration 43Q: 3 clusters Score -6893922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -6893919.000000 Penalty: 5454.438965
	Iteration 44Q: 3 clusters Score -6893919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -6893924.500000 Penalty: 5454.438965
	Iteration 45Q: 3 clusters Score -6893924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -6893924.000000 Penalty: 5454.438965
	Iteration 46Q: 3 clusters Score -6893924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -6893928.000000 Penalty: 5454.438965
	Iteration 47Q: 3 clusters Score -6893928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -6893928.000000 Penalty: 5454.438965
	Iteration 48F: 3 clusters Score -6893928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 125506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 118606 members 
Mstep: Class 13 contains 89094 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 18254 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 274476 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 107155 members 
Mstep: Class 26 contains 15957 members 
Mstep: Class 27 contains 4431 members 
Mstep: Class 28 contains 38708 members 
Entering Unmasked Estep 
Score: -154012368.000000 Penalty: 97826.726562
Splitting cluster 11 changes total score from -153793648.000000 to -154012368.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (118606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118606 members 
Entering Unmasked Estep 
Score: -14431910.000000 Penalty: 2897.523438
	Iteration 0F: 2 clusters Score -1.443191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -14352635.000000 Penalty: 5795.046875
	Iteration 0F: 3 clusters Score -1.435264e+07 nChanged 56294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -14387556.000000 Penalty: 5795.046875
	Iteration 1F: 3 clusters Score -1.438756e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -14393861.000000 Penalty: 5795.046875
	Iteration 2F: 3 clusters Score -1.439386e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -14403687.000000 Penalty: 5795.046875
	Iteration 3F: 3 clusters Score -1.440369e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -14414058.000000 Penalty: 5795.046875
	Iteration 4F: 3 clusters Score -1.441406e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -14423584.000000 Penalty: 5795.046875
	Iteration 5F: 3 clusters Score -1.442358e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -14432734.000000 Penalty: 5795.046875
	Iteration 6F: 3 clusters Score -1.443273e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -14440462.000000 Penalty: 5795.046875
	Iteration 7F: 3 clusters Score -1.444046e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -14446574.000000 Penalty: 5795.046875
	Iteration 8F: 3 clusters Score -1.444657e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -14451065.000000 Penalty: 5795.046875
	Iteration 9Q: 3 clusters Score -1.445106e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 75803 members 
Entering Unmasked Estep 
Score: -14454188.000000 Penalty: 5795.046875
	Iteration 10Q: 3 clusters Score -1.445419e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 76965 members 
Entering Unmasked Estep 
Score: -14456473.000000 Penalty: 5795.046875
	Iteration 11Q: 3 clusters Score -1.445647e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 77519 members 
Entering Unmasked Estep 
Score: -14459281.000000 Penalty: 5795.046875
	Iteration 12Q: 3 clusters Score -1.445928e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 77444 members 
Entering Unmasked Estep 
Score: -14463131.000000 Penalty: 5795.046875
	Iteration 13Q: 3 clusters Score -1.446313e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 76775 members 
Entering Unmasked Estep 
Score: -14469173.000000 Penalty: 5795.046875
	Iteration 14Q: 3 clusters Score -1.446917e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -14475456.000000 Penalty: 5795.046875
	Iteration 15Q: 3 clusters Score -1.447546e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -14479234.000000 Penalty: 5795.046875
	Iteration 16Q: 3 clusters Score -1.447923e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -14480815.000000 Penalty: 5795.046875
	Iteration 17Q: 3 clusters Score -1.448082e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -14481702.000000 Penalty: 5795.046875
	Iteration 18Q: 3 clusters Score -1.44817e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 77966 members 
Entering Unmasked Estep 
Score: -14482647.000000 Penalty: 5795.046875
	Iteration 19Q: 3 clusters Score -1.448265e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -14483909.000000 Penalty: 5795.046875
	Iteration 20F: 3 clusters Score -1.448391e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -14485231.000000 Penalty: 5795.046875
	Iteration 21Q: 3 clusters Score -1.448523e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -14486519.000000 Penalty: 5795.046875
	Iteration 22Q: 3 clusters Score -1.448652e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 81574 members 
Entering Unmasked Estep 
Score: -14487184.000000 Penalty: 5795.046875
	Iteration 23Q: 3 clusters Score -1.448718e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -14487295.000000 Penalty: 5795.046875
	Iteration 24Q: 3 clusters Score -1.44873e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 82310 members 
Entering Unmasked Estep 
Score: -14487393.000000 Penalty: 5795.046875
	Iteration 25Q: 3 clusters Score -1.448739e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -14487441.000000 Penalty: 5795.046875
	Iteration 26Q: 3 clusters Score -1.448744e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 82573 members 
Entering Unmasked Estep 
Score: -14487451.000000 Penalty: 5795.046875
	Iteration 27Q: 3 clusters Score -1.448745e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -14487415.000000 Penalty: 5795.046875
	Iteration 28Q: 3 clusters Score -1.448742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -14487432.000000 Penalty: 5795.046875
	Iteration 29Q: 3 clusters Score -1.448743e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -14487412.000000 Penalty: 5795.046875
	Iteration 30Q: 3 clusters Score -1.448741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -14487420.000000 Penalty: 5795.046875
	Iteration 31Q: 3 clusters Score -1.448742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -14487421.000000 Penalty: 5795.046875
	Iteration 32Q: 3 clusters Score -1.448742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 82671 members 
Entering Unmasked Estep 
Score: -14487419.000000 Penalty: 5795.046875
	Iteration 33Q: 3 clusters Score -1.448742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 82672 members 
Entering Unmasked Estep 
Score: -14487425.000000 Penalty: 5795.046875
	Iteration 34Q: 3 clusters Score -1.448742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -14487416.000000 Penalty: 5795.046875
	Iteration 35Q: 3 clusters Score -1.448742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -14487416.000000 Penalty: 5795.046875
	Iteration 36F: 3 clusters Score -1.448742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 125506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 35933 members 
Mstep: Class 13 contains 89094 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 18254 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 274476 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 107155 members 
Mstep: Class 26 contains 15957 members 
Mstep: Class 27 contains 4431 members 
Mstep: Class 28 contains 38708 members 
Mstep: Class 29 contains 82673 members 
Entering Unmasked Estep 
Score: -154070864.000000 Penalty: 101320.539062
Splitting cluster 12 changes total score from -153793648.000000 to -154070864.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (89094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Entering Unmasked Estep 
Score: -10900948.000000 Penalty: 2826.566895
	Iteration 0F: 2 clusters Score -1.090095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -10841977.000000 Penalty: 5653.133789
	Iteration 0F: 3 clusters Score -1.084198e+07 nChanged 41953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -10872929.000000 Penalty: 5653.133789
	Iteration 1F: 3 clusters Score -1.087293e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -10885285.000000 Penalty: 5653.133789
	Iteration 2F: 3 clusters Score -1.088528e+07 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -10898994.000000 Penalty: 5653.133789
	Iteration 3F: 3 clusters Score -1.089899e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -10910076.000000 Penalty: 5653.133789
	Iteration 4F: 3 clusters Score -1.091008e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -10916685.000000 Penalty: 5653.133789
	Iteration 5F: 3 clusters Score -1.091668e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -10920533.000000 Penalty: 5653.133789
	Iteration 6Q: 3 clusters Score -1.092053e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -10922587.000000 Penalty: 5653.133789
	Iteration 7Q: 3 clusters Score -1.092259e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -10923590.000000 Penalty: 5653.133789
	Iteration 8Q: 3 clusters Score -1.092359e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -10924071.000000 Penalty: 5653.133789
	Iteration 9Q: 3 clusters Score -1.092407e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -10924232.000000 Penalty: 5653.133789
	Iteration 10Q: 3 clusters Score -1.092423e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -10924309.000000 Penalty: 5653.133789
	Iteration 11Q: 3 clusters Score -1.092431e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -10924366.000000 Penalty: 5653.133789
	Iteration 12Q: 3 clusters Score -1.092437e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 67867 members 
Entering Unmasked Estep 
Score: -10924365.000000 Penalty: 5653.133789
	Iteration 13Q: 3 clusters Score -1.092436e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -10924380.000000 Penalty: 5653.133789
	Iteration 14Q: 3 clusters Score -1.092438e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -10924401.000000 Penalty: 5653.133789
	Iteration 15Q: 3 clusters Score -1.09244e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 68486 members 
Entering Unmasked Estep 
Score: -10924445.000000 Penalty: 5653.133789
	Iteration 16Q: 3 clusters Score -1.092444e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -10924463.000000 Penalty: 5653.133789
	Iteration 17Q: 3 clusters Score -1.092446e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -10924471.000000 Penalty: 5653.133789
	Iteration 18Q: 3 clusters Score -1.092447e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -10924485.000000 Penalty: 5653.133789
	Iteration 19Q: 3 clusters Score -1.092448e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -10924515.000000 Penalty: 5653.133789
	Iteration 20F: 3 clusters Score -1.092452e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 69111 members 
Entering Unmasked Estep 
Score: -10924508.000000 Penalty: 5653.133789
	Iteration 21Q: 3 clusters Score -1.092451e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -10924515.000000 Penalty: 5653.133789
	Iteration 22Q: 3 clusters Score -1.092452e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -10924527.000000 Penalty: 5653.133789
	Iteration 23Q: 3 clusters Score -1.092453e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -10924523.000000 Penalty: 5653.133789
	Iteration 24Q: 3 clusters Score -1.092452e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -10924512.000000 Penalty: 5653.133789
	Iteration 25Q: 3 clusters Score -1.092451e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -10924525.000000 Penalty: 5653.133789
	Iteration 26Q: 3 clusters Score -1.092452e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -10924525.000000 Penalty: 5653.133789
	Iteration 27Q: 3 clusters Score -1.092452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -10924528.000000 Penalty: 5653.133789
	Iteration 28Q: 3 clusters Score -1.092453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -10924531.000000 Penalty: 5653.133789
	Iteration 29Q: 3 clusters Score -1.092453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -10924522.000000 Penalty: 5653.133789
	Iteration 30Q: 3 clusters Score -1.092452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 69427 members 
Entering Unmasked Estep 
Score: -10924517.000000 Penalty: 5653.133789
	Iteration 31Q: 3 clusters Score -1.092452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
Score: -10924514.000000 Penalty: 5653.133789
	Iteration 32Q: 3 clusters Score -1.092451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -10924518.000000 Penalty: 5653.133789
	Iteration 33Q: 3 clusters Score -1.092452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -10924521.000000 Penalty: 5653.133789
	Iteration 34Q: 3 clusters Score -1.092452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -10924529.000000 Penalty: 5653.133789
	Iteration 35Q: 3 clusters Score -1.092453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -10924521.000000 Penalty: 5653.133789
	Iteration 36Q: 3 clusters Score -1.092452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -10924524.000000 Penalty: 5653.133789
	Iteration 37Q: 3 clusters Score -1.092452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -10924510.000000 Penalty: 5653.133789
	Iteration 38Q: 3 clusters Score -1.092451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 69482 members 
Entering Unmasked Estep 
Score: -10924509.000000 Penalty: 5653.133789
	Iteration 39Q: 3 clusters Score -1.092451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
Score: -10924506.000000 Penalty: 5653.133789
	Iteration 40F: 3 clusters Score -1.092451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -10924511.000000 Penalty: 5653.133789
	Iteration 41Q: 3 clusters Score -1.092451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -10924511.000000 Penalty: 5653.133789
	Iteration 42F: 3 clusters Score -1.092451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 125506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 35933 members 
Mstep: Class 13 contains 19605 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 18254 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 274476 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 107155 members 
Mstep: Class 26 contains 15957 members 
Mstep: Class 27 contains 4431 members 
Mstep: Class 28 contains 38708 members 
Mstep: Class 29 contains 82673 members 
Mstep: Class 30 contains 69489 members 
Entering Unmasked Estep 
Score: -154094000.000000 Penalty: 104814.351562
Splitting cluster 13 changes total score from -153793648.000000 to -154094000.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (9519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Entering Unmasked Estep 
Score: -1101249.500000 Penalty: 2271.939209
	Iteration 0F: 2 clusters Score -1101250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1093957.875000 Penalty: 4543.878418
	Iteration 0F: 3 clusters Score -1093958 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1096616.125000 Penalty: 4543.878418
	Iteration 1F: 3 clusters Score -1096616 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1098343.750000 Penalty: 4543.878418
	Iteration 2F: 3 clusters Score -1098344 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1100908.625000 Penalty: 4543.878418
	Iteration 3F: 3 clusters Score -1100909 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1103232.250000 Penalty: 4543.878418
	Iteration 4F: 3 clusters Score -1103232 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1104523.750000 Penalty: 4543.878418
	Iteration 5F: 3 clusters Score -1104524 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1105202.875000 Penalty: 4543.878418
	Iteration 6F: 3 clusters Score -1105203 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1105601.875000 Penalty: 4543.878418
	Iteration 7Q: 3 clusters Score -1105602 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1105813.625000 Penalty: 4543.878418
	Iteration 8Q: 3 clusters Score -1105814 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1105954.375000 Penalty: 4543.878418
	Iteration 9Q: 3 clusters Score -1105954 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1106034.500000 Penalty: 4543.878418
	Iteration 10Q: 3 clusters Score -1106034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1106083.875000 Penalty: 4543.878418
	Iteration 11Q: 3 clusters Score -1106084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1106102.000000 Penalty: 4543.878418
	Iteration 12Q: 3 clusters Score -1106102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1106117.375000 Penalty: 4543.878418
	Iteration 13Q: 3 clusters Score -1106117 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1106132.375000 Penalty: 4543.878418
	Iteration 14Q: 3 clusters Score -1106132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1106139.875000 Penalty: 4543.878418
	Iteration 15Q: 3 clusters Score -1106140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1106153.500000 Penalty: 4543.878418
	Iteration 16Q: 3 clusters Score -1106154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1106166.875000 Penalty: 4543.878418
	Iteration 17Q: 3 clusters Score -1106167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1106171.000000 Penalty: 4543.878418
	Iteration 18Q: 3 clusters Score -1106171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1106176.625000 Penalty: 4543.878418
	Iteration 19Q: 3 clusters Score -1106177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1106177.250000 Penalty: 4543.878418
	Iteration 20F: 3 clusters Score -1106177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1106180.625000 Penalty: 4543.878418
	Iteration 21Q: 3 clusters Score -1106181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1106183.375000 Penalty: 4543.878418
	Iteration 22Q: 3 clusters Score -1106183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1106186.250000 Penalty: 4543.878418
	Iteration 23Q: 3 clusters Score -1106186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1106185.500000 Penalty: 4543.878418
	Iteration 24Q: 3 clusters Score -1106186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1106188.125000 Penalty: 4543.878418
	Iteration 25Q: 3 clusters Score -1106188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1106191.375000 Penalty: 4543.878418
	Iteration 26Q: 3 clusters Score -1106191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1106191.500000 Penalty: 4543.878418
	Iteration 27Q: 3 clusters Score -1106192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1106192.625000 Penalty: 4543.878418
	Iteration 28Q: 3 clusters Score -1106193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1106196.875000 Penalty: 4543.878418
	Iteration 29Q: 3 clusters Score -1106197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1106200.625000 Penalty: 4543.878418
	Iteration 30Q: 3 clusters Score -1106201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1106200.500000 Penalty: 4543.878418
	Iteration 31Q: 3 clusters Score -1106200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1106204.375000 Penalty: 4543.878418
	Iteration 32Q: 3 clusters Score -1106204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1106209.625000 Penalty: 4543.878418
	Iteration 33Q: 3 clusters Score -1106210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1106209.875000 Penalty: 4543.878418
	Iteration 34Q: 3 clusters Score -1106210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1106211.000000 Penalty: 4543.878418
	Iteration 35Q: 3 clusters Score -1106211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1106212.000000 Penalty: 4543.878418
	Iteration 36Q: 3 clusters Score -1106212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1106215.750000 Penalty: 4543.878418
	Iteration 37Q: 3 clusters Score -1106216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1106214.375000 Penalty: 4543.878418
	Iteration 38Q: 3 clusters Score -1106214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1106219.500000 Penalty: 4543.878418
	Iteration 39Q: 3 clusters Score -1106220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1106221.750000 Penalty: 4543.878418
	Iteration 40F: 3 clusters Score -1106222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1106227.875000 Penalty: 4543.878418
	Iteration 41Q: 3 clusters Score -1106228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1106227.875000 Penalty: 4543.878418
	Iteration 42Q: 3 clusters Score -1106228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1106231.125000 Penalty: 4543.878418
	Iteration 43Q: 3 clusters Score -1106231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1106233.875000 Penalty: 4543.878418
	Iteration 44Q: 3 clusters Score -1106234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1106235.125000 Penalty: 4543.878418
	Iteration 45Q: 3 clusters Score -1106235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1106235.125000 Penalty: 4543.878418
	Iteration 46Q: 3 clusters Score -1106235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1106234.625000 Penalty: 4543.878418
	Iteration 47Q: 3 clusters Score -1106235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1106234.625000 Penalty: 4543.878418
	Iteration 48F: 3 clusters Score -1106235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 125506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 35933 members 
Mstep: Class 13 contains 19605 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 18254 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 274476 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 107155 members 
Mstep: Class 26 contains 15957 members 
Mstep: Class 27 contains 4431 members 
Mstep: Class 28 contains 38708 members 
Mstep: Class 29 contains 82673 members 
Mstep: Class 30 contains 69489 members 
Mstep: Class 31 contains 5458 members 
Entering Unmasked Estep 
Score: -154097248.000000 Penalty: 108308.164062
Splitting cluster 14 changes total score from -153793648.000000 to -154097248.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (18254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Entering Unmasked Estep 
Score: -2030770.875000 Penalty: 2433.410645
	Iteration 0F: 2 clusters Score -2030771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2018034.875000 Penalty: 4866.821289
	Iteration 0F: 3 clusters Score -2018035 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2024390.875000 Penalty: 4866.821289
	Iteration 1F: 3 clusters Score -2024391 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2028574.250000 Penalty: 4866.821289
	Iteration 2F: 3 clusters Score -2028574 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2032999.125000 Penalty: 4866.821289
	Iteration 3F: 3 clusters Score -2032999 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2035781.125000 Penalty: 4866.821289
	Iteration 4F: 3 clusters Score -2035781 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2038507.125000 Penalty: 4866.821289
	Iteration 5F: 3 clusters Score -2038507 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2042798.750000 Penalty: 4866.821289
	Iteration 6F: 3 clusters Score -2042799 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2044038.875000 Penalty: 4866.821289
	Iteration 7Q: 3 clusters Score -2044039 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2044371.500000 Penalty: 4866.821289
	Iteration 8Q: 3 clusters Score -2044372 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2044557.000000 Penalty: 4866.821289
	Iteration 9Q: 3 clusters Score -2044557 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2044664.500000 Penalty: 4866.821289
	Iteration 10Q: 3 clusters Score -2044664 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2044712.875000 Penalty: 4866.821289
	Iteration 11Q: 3 clusters Score -2044713 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2044731.875000 Penalty: 4866.821289
	Iteration 12Q: 3 clusters Score -2044732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2044752.000000 Penalty: 4866.821289
	Iteration 13Q: 3 clusters Score -2044752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2044756.250000 Penalty: 4866.821289
	Iteration 14Q: 3 clusters Score -2044756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2044768.625000 Penalty: 4866.821289
	Iteration 15Q: 3 clusters Score -2044769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2044783.750000 Penalty: 4866.821289
	Iteration 16Q: 3 clusters Score -2044784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2044784.625000 Penalty: 4866.821289
	Iteration 17Q: 3 clusters Score -2044785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2044786.500000 Penalty: 4866.821289
	Iteration 18Q: 3 clusters Score -2044786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2044795.000000 Penalty: 4866.821289
	Iteration 19Q: 3 clusters Score -2044795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2044794.625000 Penalty: 4866.821289
	Iteration 20F: 3 clusters Score -2044795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2044795.375000 Penalty: 4866.821289
	Iteration 21Q: 3 clusters Score -2044795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2044797.750000 Penalty: 4866.821289
	Iteration 22Q: 3 clusters Score -2044798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2044795.875000 Penalty: 4866.821289
	Iteration 23Q: 3 clusters Score -2044796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2044803.750000 Penalty: 4866.821289
	Iteration 24Q: 3 clusters Score -2044804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2044805.375000 Penalty: 4866.821289
	Iteration 25Q: 3 clusters Score -2044805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2044810.750000 Penalty: 4866.821289
	Iteration 26Q: 3 clusters Score -2044811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2044815.750000 Penalty: 4866.821289
	Iteration 27Q: 3 clusters Score -2044816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2044824.250000 Penalty: 4866.821289
	Iteration 28Q: 3 clusters Score -2044824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2044827.375000 Penalty: 4866.821289
	Iteration 29Q: 3 clusters Score -2044827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2044832.500000 Penalty: 4866.821289
	Iteration 30Q: 3 clusters Score -2044832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2044841.500000 Penalty: 4866.821289
	Iteration 31Q: 3 clusters Score -2044842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2044849.750000 Penalty: 4866.821289
	Iteration 32Q: 3 clusters Score -2044850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2044855.500000 Penalty: 4866.821289
	Iteration 33Q: 3 clusters Score -2044856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2044877.750000 Penalty: 4866.821289
	Iteration 34Q: 3 clusters Score -2044878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2044919.750000 Penalty: 4866.821289
	Iteration 35Q: 3 clusters Score -2044920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2044964.625000 Penalty: 4866.821289
	Iteration 36Q: 3 clusters Score -2044965 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2045034.500000 Penalty: 4866.821289
	Iteration 37Q: 3 clusters Score -2045034 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2045117.125000 Penalty: 4866.821289
	Iteration 38Q: 3 clusters Score -2045117 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2045253.375000 Penalty: 4866.821289
	Iteration 39Q: 3 clusters Score -2045253 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2045357.250000 Penalty: 4866.821289
	Iteration 40F: 3 clusters Score -2045357 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2045425.000000 Penalty: 4866.821289
	Iteration 41Q: 3 clusters Score -2045425 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2045476.500000 Penalty: 4866.821289
	Iteration 42Q: 3 clusters Score -2045476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2045510.500000 Penalty: 4866.821289
	Iteration 43Q: 3 clusters Score -2045510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2045523.500000 Penalty: 4866.821289
	Iteration 44Q: 3 clusters Score -2045524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2045522.750000 Penalty: 4866.821289
	Iteration 45Q: 3 clusters Score -2045523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2045528.250000 Penalty: 4866.821289
	Iteration 46Q: 3 clusters Score -2045528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2045529.500000 Penalty: 4866.821289
	Iteration 47Q: 3 clusters Score -2045530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2045527.250000 Penalty: 4866.821289
	Iteration 48Q: 3 clusters Score -2045527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2045523.000000 Penalty: 4866.821289
	Iteration 49Q: 3 clusters Score -2045523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2045523.000000 Penalty: 4866.821289
	Iteration 50F: 3 clusters Score -2045523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 125506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 35933 members 
Mstep: Class 13 contains 19605 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 11827 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 274476 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 107155 members 
Mstep: Class 26 contains 15957 members 
Mstep: Class 27 contains 4431 members 
Mstep: Class 28 contains 38708 members 
Mstep: Class 29 contains 82673 members 
Mstep: Class 30 contains 69489 members 
Mstep: Class 31 contains 5458 members 
Mstep: Class 32 contains 6427 members 
Entering Unmasked Estep 
Score: -154109744.000000 Penalty: 111801.976562
Splitting cluster 15 changes total score from -153793648.000000 to -154109744.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -128721.367188 Penalty: 1825.936035
	Iteration 0F: 2 clusters Score -128721.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -126879.031250 Penalty: 3651.872070
	Iteration 0F: 3 clusters Score -126879 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -129483.484375 Penalty: 3651.872070
	Iteration 1F: 3 clusters Score -129483.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -131960.703125 Penalty: 3651.872070
	Iteration 2F: 3 clusters Score -131960.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -133432.343750 Penalty: 3651.872070
	Iteration 3F: 3 clusters Score -133432.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -133820.328125 Penalty: 3651.872070
	Iteration 4F: 3 clusters Score -133820.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -133983.281250 Penalty: 3651.872070
	Iteration 5Q: 3 clusters Score -133983.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -134076.234375 Penalty: 3651.872070
	Iteration 6Q: 3 clusters Score -134076.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -134157.125000 Penalty: 3651.872070
	Iteration 7Q: 3 clusters Score -134157.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -134236.046875 Penalty: 3651.872070
	Iteration 8Q: 3 clusters Score -134236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -134288.546875 Penalty: 3651.872070
	Iteration 9Q: 3 clusters Score -134288.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -134355.515625 Penalty: 3651.872070
	Iteration 10Q: 3 clusters Score -134355.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -134422.546875 Penalty: 3651.872070
	Iteration 11Q: 3 clusters Score -134422.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -134476.281250 Penalty: 3651.872070
	Iteration 12Q: 3 clusters Score -134476.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -134507.281250 Penalty: 3651.872070
	Iteration 13Q: 3 clusters Score -134507.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -134525.296875 Penalty: 3651.872070
	Iteration 14Q: 3 clusters Score -134525.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -134537.625000 Penalty: 3651.872070
	Iteration 15Q: 3 clusters Score -134537.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -134550.546875 Penalty: 3651.872070
	Iteration 16Q: 3 clusters Score -134550.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -134561.484375 Penalty: 3651.872070
	Iteration 17Q: 3 clusters Score -134561.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -134566.281250 Penalty: 3651.872070
	Iteration 18Q: 3 clusters Score -134566.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -134567.390625 Penalty: 3651.872070
	Iteration 19Q: 3 clusters Score -134567.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -134655.656250 Penalty: 3651.872070
	Iteration 20F: 3 clusters Score -134655.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -134786.828125 Penalty: 3651.872070
	Iteration 21Q: 3 clusters Score -134786.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -134870.359375 Penalty: 3651.872070
	Iteration 22Q: 3 clusters Score -134870.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -134914.187500 Penalty: 3651.872070
	Iteration 23Q: 3 clusters Score -134914.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -134933.453125 Penalty: 3651.872070
	Iteration 24Q: 3 clusters Score -134933.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -134944.562500 Penalty: 3651.872070
	Iteration 25Q: 3 clusters Score -134944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -134951.625000 Penalty: 3651.872070
	Iteration 26Q: 3 clusters Score -134951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -134967.671875 Penalty: 3651.872070
	Iteration 27Q: 3 clusters Score -134967.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -134980.781250 Penalty: 3651.872070
	Iteration 28Q: 3 clusters Score -134980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -134984.140625 Penalty: 3651.872070
	Iteration 29Q: 3 clusters Score -134984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -134986.359375 Penalty: 3651.872070
	Iteration 30Q: 3 clusters Score -134986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -135100.765625 Penalty: 3651.872070
	Iteration 31F: 3 clusters Score -135100.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -135355.250000 Penalty: 3651.872070
	Iteration 32Q: 3 clusters Score -135355.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -135476.343750 Penalty: 3651.872070
	Iteration 33Q: 3 clusters Score -135476.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -135562.843750 Penalty: 3651.872070
	Iteration 34Q: 3 clusters Score -135562.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -135614.359375 Penalty: 3651.872070
	Iteration 35Q: 3 clusters Score -135614.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -135649.859375 Penalty: 3651.872070
	Iteration 36Q: 3 clusters Score -135649.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -135678.546875 Penalty: 3651.872070
	Iteration 37Q: 3 clusters Score -135678.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -135738.796875 Penalty: 3651.872070
	Iteration 38Q: 3 clusters Score -135738.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -135866.812500 Penalty: 3651.872070
	Iteration 39Q: 3 clusters Score -135866.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -136153.625000 Penalty: 3651.872070
	Iteration 40F: 3 clusters Score -136153.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -136570.750000 Penalty: 3651.872070
	Iteration 41Q: 3 clusters Score -136570.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -136701.437500 Penalty: 3651.872070
	Iteration 42Q: 3 clusters Score -136701.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -136902.109375 Penalty: 3651.872070
	Iteration 43Q: 3 clusters Score -136902.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -137041.718750 Penalty: 3651.872070
	Iteration 44Q: 3 clusters Score -137041.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -137229.109375 Penalty: 3651.872070
	Iteration 45Q: 3 clusters Score -137229.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137479.703125 Penalty: 3651.872070
	Iteration 46Q: 3 clusters Score -137479.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -137737.375000 Penalty: 3651.872070
	Iteration 47Q: 3 clusters Score -137737.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -137912.718750 Penalty: 3651.872070
	Iteration 48Q: 3 clusters Score -137912.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -137972.125000 Penalty: 3651.872070
	Iteration 49Q: 3 clusters Score -137972.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -138021.656250 Penalty: 3651.872070
	Iteration 50Q: 3 clusters Score -138021.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -138085.671875 Penalty: 3651.872070
	Iteration 51Q: 3 clusters Score -138085.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -138157.687500 Penalty: 3651.872070
	Iteration 52Q: 3 clusters Score -138157.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -138251.515625 Penalty: 3651.872070
	Iteration 53Q: 3 clusters Score -138251.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -138328.562500 Penalty: 3651.872070
	Iteration 54Q: 3 clusters Score -138328.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -138419.265625 Penalty: 3651.872070
	Iteration 55Q: 3 clusters Score -138419.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -138579.328125 Penalty: 3651.872070
	Iteration 56Q: 3 clusters Score -138579.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -138672.859375 Penalty: 3651.872070
	Iteration 57Q: 3 clusters Score -138672.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -138781.156250 Penalty: 3651.872070
	Iteration 58Q: 3 clusters Score -138781.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -138855.890625 Penalty: 3651.872070
	Iteration 59Q: 3 clusters Score -138855.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -138989.468750 Penalty: 3651.872070
	Iteration 60F: 3 clusters Score -138989.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -139165.468750 Penalty: 3651.872070
	Iteration 61Q: 3 clusters Score -139165.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -139262.015625 Penalty: 3651.872070
	Iteration 62Q: 3 clusters Score -139262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -139289.625000 Penalty: 3651.872070
	Iteration 63Q: 3 clusters Score -139289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -139302.218750 Penalty: 3651.872070
	Iteration 64Q: 3 clusters Score -139302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -139340.453125 Penalty: 3651.872070
	Iteration 65Q: 3 clusters Score -139340.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -139340.453125 Penalty: 3651.872070
	Iteration 66F: 3 clusters Score -139340.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 125506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 35933 members 
Mstep: Class 13 contains 19605 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 11827 members 
Mstep: Class 16 contains 1137 members 
Mstep: Class 17 contains 274476 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 107155 members 
Mstep: Class 26 contains 15957 members 
Mstep: Class 27 contains 4431 members 
Mstep: Class 28 contains 38708 members 
Mstep: Class 29 contains 82673 members 
Mstep: Class 30 contains 69489 members 
Mstep: Class 31 contains 5458 members 
Mstep: Class 32 contains 6427 members 
Mstep: Class 33 contains 439 members 
Entering Unmasked Estep 
Score: -154118720.000000 Penalty: 115295.789062
Splitting cluster 16 changes total score from -153793648.000000 to -154118720.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (274476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274476 members 
Entering Unmasked Estep 
Score: -33396306.000000 Penalty: 3105.609619
	Iteration 0F: 2 clusters Score -3.339631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136975 members 
Mstep: Class 2 contains 137501 members 
Entering Unmasked Estep 
Score: -33234810.000000 Penalty: 6211.219238
	Iteration 0F: 3 clusters Score -3.323481e+07 nChanged 132474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128571 members 
Mstep: Class 2 contains 145905 members 
Entering Unmasked Estep 
Score: -33316518.000000 Penalty: 6211.219238
	Iteration 1F: 3 clusters Score -3.331652e+07 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122252 members 
Mstep: Class 2 contains 152224 members 
Entering Unmasked Estep 
Score: -33323320.000000 Penalty: 6211.219238
	Iteration 2F: 3 clusters Score -3.332332e+07 nChanged 19092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112690 members 
Mstep: Class 2 contains 161786 members 
Entering Unmasked Estep 
Score: -33336350.000000 Penalty: 6211.219238
	Iteration 3F: 3 clusters Score -3.333635e+07 nChanged 23266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101432 members 
Mstep: Class 2 contains 173044 members 
Entering Unmasked Estep 
Score: -33353230.000000 Penalty: 6211.219238
	Iteration 4F: 3 clusters Score -3.335323e+07 nChanged 22821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91707 members 
Mstep: Class 2 contains 182769 members 
Entering Unmasked Estep 
Score: -33368242.000000 Penalty: 6211.219238
	Iteration 5F: 3 clusters Score -3.336824e+07 nChanged 18126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84935 members 
Mstep: Class 2 contains 189541 members 
Entering Unmasked Estep 
Score: -33377548.000000 Penalty: 6211.219238
	Iteration 6F: 3 clusters Score -3.337755e+07 nChanged 12702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80203 members 
Mstep: Class 2 contains 194273 members 
Entering Unmasked Estep 
Score: -33381288.000000 Penalty: 6211.219238
	Iteration 7Q: 3 clusters Score -3.338129e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 198147 members 
Entering Unmasked Estep 
Score: -33382786.000000 Penalty: 6211.219238
	Iteration 8Q: 3 clusters Score -3.338279e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 201942 members 
Entering Unmasked Estep 
Score: -33383384.000000 Penalty: 6211.219238
	Iteration 9Q: 3 clusters Score -3.338338e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 205786 members 
Entering Unmasked Estep 
Score: -33383990.000000 Penalty: 6211.219238
	Iteration 10Q: 3 clusters Score -3.338399e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 209777 members 
Entering Unmasked Estep 
Score: -33384660.000000 Penalty: 6211.219238
	Iteration 11Q: 3 clusters Score -3.338466e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 213904 members 
Entering Unmasked Estep 
Score: -33385426.000000 Penalty: 6211.219238
	Iteration 12Q: 3 clusters Score -3.338543e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 218109 members 
Entering Unmasked Estep 
Score: -33386390.000000 Penalty: 6211.219238
	Iteration 13Q: 3 clusters Score -3.338639e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 222136 members 
Entering Unmasked Estep 
Score: -33387972.000000 Penalty: 6211.219238
	Iteration 14Q: 3 clusters Score -3.338797e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 225831 members 
Entering Unmasked Estep 
Score: -33389490.000000 Penalty: 6211.219238
	Iteration 15Q: 3 clusters Score -3.338949e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 229047 members 
Entering Unmasked Estep 
Score: -33390806.000000 Penalty: 6211.219238
	Iteration 16Q: 3 clusters Score -3.339081e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 231804 members 
Entering Unmasked Estep 
Score: -33391220.000000 Penalty: 6211.219238
	Iteration 17Q: 3 clusters Score -3.339122e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 234092 members 
Entering Unmasked Estep 
Score: -33391488.000000 Penalty: 6211.219238
	Iteration 18Q: 3 clusters Score -3.339149e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 236082 members 
Entering Unmasked Estep 
Score: -33391556.000000 Penalty: 6211.219238
	Iteration 19Q: 3 clusters Score -3.339156e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 237826 members 
Entering Unmasked Estep 
Score: -33391548.000000 Penalty: 6211.219238
	Iteration 20F: 3 clusters Score -3.339155e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 239381 members 
Entering Unmasked Estep 
Score: -33391492.000000 Penalty: 6211.219238
	Iteration 21Q: 3 clusters Score -3.339149e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 240779 members 
Entering Unmasked Estep 
Score: -33391424.000000 Penalty: 6211.219238
	Iteration 22Q: 3 clusters Score -3.339142e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 242066 members 
Entering Unmasked Estep 
Score: -33391460.000000 Penalty: 6211.219238
	Iteration 23Q: 3 clusters Score -3.339146e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 243227 members 
Entering Unmasked Estep 
Score: -33391268.000000 Penalty: 6211.219238
	Iteration 24Q: 3 clusters Score -3.339127e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 244332 members 
Entering Unmasked Estep 
Score: -33391326.000000 Penalty: 6211.219238
	Iteration 25Q: 3 clusters Score -3.339133e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 245365 members 
Entering Unmasked Estep 
Score: -33391304.000000 Penalty: 6211.219238
	Iteration 26Q: 3 clusters Score -3.33913e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 246295 members 
Entering Unmasked Estep 
Score: -33391272.000000 Penalty: 6211.219238
	Iteration 27Q: 3 clusters Score -3.339127e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 247143 members 
Entering Unmasked Estep 
Score: -33391218.000000 Penalty: 6211.219238
	Iteration 28Q: 3 clusters Score -3.339122e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 247947 members 
Entering Unmasked Estep 
Score: -33391074.000000 Penalty: 6211.219238
	Iteration 29Q: 3 clusters Score -3.339107e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 248680 members 
Entering Unmasked Estep 
Score: -33390978.000000 Penalty: 6211.219238
	Iteration 30Q: 3 clusters Score -3.339098e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 249395 members 
Entering Unmasked Estep 
Score: -33391038.000000 Penalty: 6211.219238
	Iteration 31Q: 3 clusters Score -3.339104e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 250075 members 
Entering Unmasked Estep 
Score: -33391088.000000 Penalty: 6211.219238
	Iteration 32Q: 3 clusters Score -3.339109e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 250716 members 
Entering Unmasked Estep 
Score: -33391092.000000 Penalty: 6211.219238
	Iteration 33Q: 3 clusters Score -3.339109e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 251288 members 
Entering Unmasked Estep 
Score: -33391004.000000 Penalty: 6211.219238
	Iteration 34Q: 3 clusters Score -3.3391e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 251880 members 
Entering Unmasked Estep 
Score: -33391014.000000 Penalty: 6211.219238
	Iteration 35Q: 3 clusters Score -3.339101e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 252454 members 
Entering Unmasked Estep 
Score: -33391106.000000 Penalty: 6211.219238
	Iteration 36Q: 3 clusters Score -3.339111e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 253012 members 
Entering Unmasked Estep 
Score: -33391034.000000 Penalty: 6211.219238
	Iteration 37Q: 3 clusters Score -3.339103e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 253535 members 
Entering Unmasked Estep 
Score: -33391126.000000 Penalty: 6211.219238
	Iteration 38Q: 3 clusters Score -3.339113e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 254086 members 
Entering Unmasked Estep 
Score: -33391112.000000 Penalty: 6211.219238
	Iteration 39Q: 3 clusters Score -3.339111e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 254586 members 
Entering Unmasked Estep 
Score: -33391088.000000 Penalty: 6211.219238
	Iteration 40F: 3 clusters Score -3.339109e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 255054 members 
Entering Unmasked Estep 
Score: -33391070.000000 Penalty: 6211.219238
	Iteration 41Q: 3 clusters Score -3.339107e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 255504 members 
Entering Unmasked Estep 
Score: -33391020.000000 Penalty: 6211.219238
	Iteration 42Q: 3 clusters Score -3.339102e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 255937 members 
Entering Unmasked Estep 
Score: -33390982.000000 Penalty: 6211.219238
	Iteration 43Q: 3 clusters Score -3.339098e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 256356 members 
Entering Unmasked Estep 
Score: -33390996.000000 Penalty: 6211.219238
	Iteration 44Q: 3 clusters Score -3.3391e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 256707 members 
Entering Unmasked Estep 
Score: -33391020.000000 Penalty: 6211.219238
	Iteration 45Q: 3 clusters Score -3.339102e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 257008 members 
Entering Unmasked Estep 
Score: -33390966.000000 Penalty: 6211.219238
	Iteration 46Q: 3 clusters Score -3.339097e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 257334 members 
Entering Unmasked Estep 
Score: -33391072.000000 Penalty: 6211.219238
	Iteration 47Q: 3 clusters Score -3.339107e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 257647 members 
Entering Unmasked Estep 
Score: -33391322.000000 Penalty: 6211.219238
	Iteration 48Q: 3 clusters Score -3.339132e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 257981 members 
Entering Unmasked Estep 
Score: -33391520.000000 Penalty: 6211.219238
	Iteration 49Q: 3 clusters Score -3.339152e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 258325 members 
Entering Unmasked Estep 
Score: -33391646.000000 Penalty: 6211.219238
	Iteration 50Q: 3 clusters Score -3.339165e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 258667 members 
Entering Unmasked Estep 
Score: -33391828.000000 Penalty: 6211.219238
	Iteration 51Q: 3 clusters Score -3.339183e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 259025 members 
Entering Unmasked Estep 
Score: -33391902.000000 Penalty: 6211.219238
	Iteration 52Q: 3 clusters Score -3.33919e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 259363 members 
Entering Unmasked Estep 
Score: -33392038.000000 Penalty: 6211.219238
	Iteration 53Q: 3 clusters Score -3.339204e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 259703 members 
Entering Unmasked Estep 
Score: -33392162.000000 Penalty: 6211.219238
	Iteration 54Q: 3 clusters Score -3.339216e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 260053 members 
Entering Unmasked Estep 
Score: -33392210.000000 Penalty: 6211.219238
	Iteration 55Q: 3 clusters Score -3.339221e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 260417 members 
Entering Unmasked Estep 
Score: -33392394.000000 Penalty: 6211.219238
	Iteration 56Q: 3 clusters Score -3.339239e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 260752 members 
Entering Unmasked Estep 
Score: -33392552.000000 Penalty: 6211.219238
	Iteration 57Q: 3 clusters Score -3.339255e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 261089 members 
Entering Unmasked Estep 
Score: -33392674.000000 Penalty: 6211.219238
	Iteration 58Q: 3 clusters Score -3.339267e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 261442 members 
Entering Unmasked Estep 
Score: -33392868.000000 Penalty: 6211.219238
	Iteration 59Q: 3 clusters Score -3.339287e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 261811 members 
Entering Unmasked Estep 
Score: -33393002.000000 Penalty: 6211.219238
	Iteration 60F: 3 clusters Score -3.3393e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 262210 members 
Entering Unmasked Estep 
Score: -33393074.000000 Penalty: 6211.219238
	Iteration 61Q: 3 clusters Score -3.339307e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 262625 members 
Entering Unmasked Estep 
Score: -33393212.000000 Penalty: 6211.219238
	Iteration 62Q: 3 clusters Score -3.339321e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 263006 members 
Entering Unmasked Estep 
Score: -33393312.000000 Penalty: 6211.219238
	Iteration 63Q: 3 clusters Score -3.339331e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 263381 members 
Entering Unmasked Estep 
Score: -33393390.000000 Penalty: 6211.219238
	Iteration 64Q: 3 clusters Score -3.339339e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 263768 members 
Entering Unmasked Estep 
Score: -33393596.000000 Penalty: 6211.219238
	Iteration 65Q: 3 clusters Score -3.33936e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 264175 members 
Entering Unmasked Estep 
Score: -33393622.000000 Penalty: 6211.219238
	Iteration 66Q: 3 clusters Score -3.339362e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 264567 members 
Entering Unmasked Estep 
Score: -33393756.000000 Penalty: 6211.219238
	Iteration 67Q: 3 clusters Score -3.339376e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 264953 members 
Entering Unmasked Estep 
Score: -33393842.000000 Penalty: 6211.219238
	Iteration 68Q: 3 clusters Score -3.339384e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 265337 members 
Entering Unmasked Estep 
Score: -33393982.000000 Penalty: 6211.219238
	Iteration 69Q: 3 clusters Score -3.339398e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 265739 members 
Entering Unmasked Estep 
Score: -33394170.000000 Penalty: 6211.219238
	Iteration 70Q: 3 clusters Score -3.339417e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 266109 members 
Entering Unmasked Estep 
Score: -33394314.000000 Penalty: 6211.219238
	Iteration 71Q: 3 clusters Score -3.339431e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 266497 members 
Entering Unmasked Estep 
Score: -33394500.000000 Penalty: 6211.219238
	Iteration 72Q: 3 clusters Score -3.33945e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 266856 members 
Entering Unmasked Estep 
Score: -33394642.000000 Penalty: 6211.219238
	Iteration 73Q: 3 clusters Score -3.339464e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 267194 members 
Entering Unmasked Estep 
Score: -33394718.000000 Penalty: 6211.219238
	Iteration 74Q: 3 clusters Score -3.339472e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 267548 members 
Entering Unmasked Estep 
Score: -33394942.000000 Penalty: 6211.219238
	Iteration 75Q: 3 clusters Score -3.339494e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 267898 members 
Entering Unmasked Estep 
Score: -33395026.000000 Penalty: 6211.219238
	Iteration 76Q: 3 clusters Score -3.339503e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 268244 members 
Entering Unmasked Estep 
Score: -33395218.000000 Penalty: 6211.219238
	Iteration 77Q: 3 clusters Score -3.339522e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 268571 members 
Entering Unmasked Estep 
Score: -33395356.000000 Penalty: 6211.219238
	Iteration 78Q: 3 clusters Score -3.339536e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 268857 members 
Entering Unmasked Estep 
Score: -33395376.000000 Penalty: 6211.219238
	Iteration 79Q: 3 clusters Score -3.339538e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 269142 members 
Entering Unmasked Estep 
Score: -33395476.000000 Penalty: 6211.219238
	Iteration 80F: 3 clusters Score -3.339548e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 269455 members 
Entering Unmasked Estep 
Score: -33395634.000000 Penalty: 6211.219238
	Iteration 81Q: 3 clusters Score -3.339563e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 269745 members 
Entering Unmasked Estep 
Score: -33395756.000000 Penalty: 6211.219238
	Iteration 82Q: 3 clusters Score -3.339576e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 270046 members 
Entering Unmasked Estep 
Score: -33395876.000000 Penalty: 6211.219238
	Iteration 83Q: 3 clusters Score -3.339588e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 270309 members 
Entering Unmasked Estep 
Score: -33395960.000000 Penalty: 6211.219238
	Iteration 84Q: 3 clusters Score -3.339596e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 270554 members 
Entering Unmasked Estep 
Score: -33395984.000000 Penalty: 6211.219238
	Iteration 85Q: 3 clusters Score -3.339598e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 270778 members 
Entering Unmasked Estep 
Score: -33396152.000000 Penalty: 6211.219238
	Iteration 86Q: 3 clusters Score -3.339615e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 271000 members 
Entering Unmasked Estep 
Score: -33396236.000000 Penalty: 6211.219238
	Iteration 87Q: 3 clusters Score -3.339624e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 271205 members 
Entering Unmasked Estep 
Score: -33396398.000000 Penalty: 6211.219238
	Iteration 88Q: 3 clusters Score -3.33964e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 271366 members 
Entering Unmasked Estep 
Score: -33396422.000000 Penalty: 6211.219238
	Iteration 89Q: 3 clusters Score -3.339642e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 271519 members 
Entering Unmasked Estep 
Score: -33396540.000000 Penalty: 6211.219238
	Iteration 90Q: 3 clusters Score -3.339654e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 271646 members 
Entering Unmasked Estep 
Score: -33396570.000000 Penalty: 6211.219238
	Iteration 91Q: 3 clusters Score -3.339657e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 271758 members 
Entering Unmasked Estep 
Score: -33396574.000000 Penalty: 6211.219238
	Iteration 92Q: 3 clusters Score -3.339657e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 271857 members 
Entering Unmasked Estep 
Score: -33396670.000000 Penalty: 6211.219238
	Iteration 93Q: 3 clusters Score -3.339667e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 271970 members 
Entering Unmasked Estep 
Score: -33396710.000000 Penalty: 6211.219238
	Iteration 94Q: 3 clusters Score -3.339671e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 272061 members 
Entering Unmasked Estep 
Score: -33396748.000000 Penalty: 6211.219238
	Iteration 95Q: 3 clusters Score -3.339675e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 272151 members 
Entering Unmasked Estep 
Score: -33396790.000000 Penalty: 6211.219238
	Iteration 96Q: 3 clusters Score -3.339679e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 272215 members 
Entering Unmasked Estep 
Score: -33396782.000000 Penalty: 6211.219238
	Iteration 97Q: 3 clusters Score -3.339678e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 272276 members 
Entering Unmasked Estep 
Score: -33396804.000000 Penalty: 6211.219238
	Iteration 98Q: 3 clusters Score -3.33968e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 272329 members 
Entering Unmasked Estep 
Score: -33396826.000000 Penalty: 6211.219238
	Iteration 99Q: 3 clusters Score -3.339683e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 272369 members 
Entering Unmasked Estep 
Score: -33396852.000000 Penalty: 6211.219238
	Iteration 100F: 3 clusters Score -3.339685e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 272390 members 
Entering Unmasked Estep 
Score: -33396856.000000 Penalty: 6211.219238
	Iteration 101Q: 3 clusters Score -3.339686e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 272424 members 
Entering Unmasked Estep 
Score: -33396844.000000 Penalty: 6211.219238
	Iteration 102Q: 3 clusters Score -3.339684e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 272455 members 
Entering Unmasked Estep 
Score: -33396856.000000 Penalty: 6211.219238
	Iteration 103Q: 3 clusters Score -3.339686e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 272486 members 
Entering Unmasked Estep 
Score: -33396856.000000 Penalty: 6211.219238
	Iteration 104Q: 3 clusters Score -3.339686e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 272511 members 
Entering Unmasked Estep 
Score: -33396856.000000 Penalty: 6211.219238
	Iteration 105Q: 3 clusters Score -3.339686e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 272543 members 
Entering Unmasked Estep 
Score: -33396874.000000 Penalty: 6211.219238
	Iteration 106Q: 3 clusters Score -3.339687e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 272571 members 
Entering Unmasked Estep 
Score: -33396910.000000 Penalty: 6211.219238
	Iteration 107Q: 3 clusters Score -3.339691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 272591 members 
Entering Unmasked Estep 
Score: -33396876.000000 Penalty: 6211.219238
	Iteration 108Q: 3 clusters Score -3.339688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 272611 members 
Entering Unmasked Estep 
Score: -33396870.000000 Penalty: 6211.219238
	Iteration 109Q: 3 clusters Score -3.339687e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 272633 members 
Entering Unmasked Estep 
Score: -33396870.000000 Penalty: 6211.219238
	Iteration 110Q: 3 clusters Score -3.339687e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 272646 members 
Entering Unmasked Estep 
Score: -33396860.000000 Penalty: 6211.219238
	Iteration 111Q: 3 clusters Score -3.339686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 272666 members 
Entering Unmasked Estep 
Score: -33396856.000000 Penalty: 6211.219238
	Iteration 112Q: 3 clusters Score -3.339686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 272688 members 
Entering Unmasked Estep 
Score: -33396886.000000 Penalty: 6211.219238
	Iteration 113Q: 3 clusters Score -3.339689e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 272717 members 
Entering Unmasked Estep 
Score: -33396886.000000 Penalty: 6211.219238
	Iteration 114Q: 3 clusters Score -3.339689e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 272745 members 
Entering Unmasked Estep 
Score: -33396878.000000 Penalty: 6211.219238
	Iteration 115Q: 3 clusters Score -3.339688e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 272771 members 
Entering Unmasked Estep 
Score: -33396878.000000 Penalty: 6211.219238
	Iteration 116Q: 3 clusters Score -3.339688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 272792 members 
Entering Unmasked Estep 
Score: -33396858.000000 Penalty: 6211.219238
	Iteration 117Q: 3 clusters Score -3.339686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 272820 members 
Entering Unmasked Estep 
Score: -33396886.000000 Penalty: 6211.219238
	Iteration 118Q: 3 clusters Score -3.339689e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 272848 members 
Entering Unmasked Estep 
Score: -33396856.000000 Penalty: 6211.219238
	Iteration 119Q: 3 clusters Score -3.339686e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 272885 members 
Entering Unmasked Estep 
Score: -33396860.000000 Penalty: 6211.219238
	Iteration 120F: 3 clusters Score -3.339686e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 272923 members 
Entering Unmasked Estep 
Score: -33396894.000000 Penalty: 6211.219238
	Iteration 121Q: 3 clusters Score -3.339689e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 272962 members 
Entering Unmasked Estep 
Score: -33396880.000000 Penalty: 6211.219238
	Iteration 122Q: 3 clusters Score -3.339688e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 272992 members 
Entering Unmasked Estep 
Score: -33396916.000000 Penalty: 6211.219238
	Iteration 123Q: 3 clusters Score -3.339692e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 273024 members 
Entering Unmasked Estep 
Score: -33396952.000000 Penalty: 6211.219238
	Iteration 124Q: 3 clusters Score -3.339695e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 273059 members 
Entering Unmasked Estep 
Score: -33396934.000000 Penalty: 6211.219238
	Iteration 125Q: 3 clusters Score -3.339693e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 273090 members 
Entering Unmasked Estep 
Score: -33396962.000000 Penalty: 6211.219238
	Iteration 126Q: 3 clusters Score -3.339696e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 273113 members 
Entering Unmasked Estep 
Score: -33396932.000000 Penalty: 6211.219238
	Iteration 127Q: 3 clusters Score -3.339693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 273131 members 
Entering Unmasked Estep 
Score: -33396954.000000 Penalty: 6211.219238
	Iteration 128Q: 3 clusters Score -3.339695e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 273156 members 
Entering Unmasked Estep 
Score: -33396974.000000 Penalty: 6211.219238
	Iteration 129Q: 3 clusters Score -3.339697e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 273185 members 
Entering Unmasked Estep 
Score: -33397008.000000 Penalty: 6211.219238
	Iteration 130Q: 3 clusters Score -3.339701e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 273215 members 
Entering Unmasked Estep 
Score: -33397022.000000 Penalty: 6211.219238
	Iteration 131Q: 3 clusters Score -3.339702e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 273254 members 
Entering Unmasked Estep 
Score: -33397024.000000 Penalty: 6211.219238
	Iteration 132Q: 3 clusters Score -3.339702e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 273289 members 
Entering Unmasked Estep 
Score: -33397078.000000 Penalty: 6211.219238
	Iteration 133Q: 3 clusters Score -3.339708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 273322 members 
Entering Unmasked Estep 
Score: -33397104.000000 Penalty: 6211.219238
	Iteration 134Q: 3 clusters Score -3.33971e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 273351 members 
Entering Unmasked Estep 
Score: -33397164.000000 Penalty: 6211.219238
	Iteration 135Q: 3 clusters Score -3.339716e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 273383 members 
Entering Unmasked Estep 
Score: -33397192.000000 Penalty: 6211.219238
	Iteration 136Q: 3 clusters Score -3.339719e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 273416 members 
Entering Unmasked Estep 
Score: -33397218.000000 Penalty: 6211.219238
	Iteration 137Q: 3 clusters Score -3.339722e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 273442 members 
Entering Unmasked Estep 
Score: -33397238.000000 Penalty: 6211.219238
	Iteration 138Q: 3 clusters Score -3.339724e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 273456 members 
Entering Unmasked Estep 
Score: -33397258.000000 Penalty: 6211.219238
	Iteration 139Q: 3 clusters Score -3.339726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 273467 members 
Entering Unmasked Estep 
Score: -33397274.000000 Penalty: 6211.219238
	Iteration 140F: 3 clusters Score -3.339727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 273473 members 
Entering Unmasked Estep 
Score: -33397264.000000 Penalty: 6211.219238
	Iteration 141Q: 3 clusters Score -3.339726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 273478 members 
Entering Unmasked Estep 
Score: -33397274.000000 Penalty: 6211.219238
	Iteration 142Q: 3 clusters Score -3.339727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 273481 members 
Entering Unmasked Estep 
Score: -33397288.000000 Penalty: 6211.219238
	Iteration 143Q: 3 clusters Score -3.339729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 273481 members 
Entering Unmasked Estep 
Score: -33397288.000000 Penalty: 6211.219238
	Iteration 144F: 3 clusters Score -3.339729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 125506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 35933 members 
Mstep: Class 13 contains 19605 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 11827 members 
Mstep: Class 16 contains 1137 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 61181 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 107155 members 
Mstep: Class 26 contains 15957 members 
Mstep: Class 27 contains 4431 members 
Mstep: Class 28 contains 38708 members 
Mstep: Class 29 contains 82673 members 
Mstep: Class 30 contains 69489 members 
Mstep: Class 31 contains 5458 members 
Mstep: Class 32 contains 6427 members 
Mstep: Class 33 contains 439 members 
Mstep: Class 34 contains 273481 members 
Entering Unmasked Estep 
Score: -154118912.000000 Penalty: 118789.601562
Splitting cluster 17 changes total score from -153793648.000000 to -154118912.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (61181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Entering Unmasked Estep 
Score: -7198128.000000 Penalty: 2733.354736
	Iteration 0F: 2 clusters Score -7198128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -7156904.500000 Penalty: 5466.709473
	Iteration 0F: 3 clusters Score -7156904 nChanged 28720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -7174612.500000 Penalty: 5466.709473
	Iteration 1F: 3 clusters Score -7174612 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -7177599.500000 Penalty: 5466.709473
	Iteration 2F: 3 clusters Score -7177600 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -7181907.500000 Penalty: 5466.709473
	Iteration 3F: 3 clusters Score -7181908 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -7186731.500000 Penalty: 5466.709473
	Iteration 4F: 3 clusters Score -7186732 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -7190498.000000 Penalty: 5466.709473
	Iteration 5F: 3 clusters Score -7190498 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -7192619.000000 Penalty: 5466.709473
	Iteration 6F: 3 clusters Score -7192619 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -7193728.000000 Penalty: 5466.709473
	Iteration 7Q: 3 clusters Score -7193728 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -7194474.500000 Penalty: 5466.709473
	Iteration 8Q: 3 clusters Score -7194474 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -7194987.000000 Penalty: 5466.709473
	Iteration 9Q: 3 clusters Score -7194987 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -7195465.500000 Penalty: 5466.709473
	Iteration 10Q: 3 clusters Score -7195466 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -7195838.500000 Penalty: 5466.709473
	Iteration 11Q: 3 clusters Score -7195838 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -7196118.500000 Penalty: 5466.709473
	Iteration 12Q: 3 clusters Score -7196118 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -7196366.000000 Penalty: 5466.709473
	Iteration 13Q: 3 clusters Score -7196366 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -7196630.500000 Penalty: 5466.709473
	Iteration 14Q: 3 clusters Score -7196630 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -7196869.500000 Penalty: 5466.709473
	Iteration 15Q: 3 clusters Score -7196870 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -7197101.000000 Penalty: 5466.709473
	Iteration 16Q: 3 clusters Score -7197101 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -7197368.500000 Penalty: 5466.709473
	Iteration 17Q: 3 clusters Score -7197368 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -7197572.500000 Penalty: 5466.709473
	Iteration 18Q: 3 clusters Score -7197572 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -7197880.000000 Penalty: 5466.709473
	Iteration 19Q: 3 clusters Score -7197880 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -7198070.500000 Penalty: 5466.709473
	Iteration 20F: 3 clusters Score -7198070 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -7198248.500000 Penalty: 5466.709473
	Iteration 21Q: 3 clusters Score -7198248 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7198388 nChanged 666
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7198530 nChanged 680
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7198720 nChanged 612
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -7198861.500000 Penalty: 5466.709473
	Iteration 25Q: 3 clusters Score -7198862 nChanged 558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7198988 nChanged 550
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Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7199129 nChanged 494
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Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -7199215.500000 Penalty: 5466.709473
	Iteration 28Q: 3 clusters Score -7199216 nChanged 502
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Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7199344 nChanged 433
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Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7199449 nChanged 420
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Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7199444 nChanged 398
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Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7199516 nChanged 359
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Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7199597 nChanged 339
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Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7199642 nChanged 295
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Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7199700 nChanged 296
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Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7199732 nChanged 295
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Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7199771 nChanged 272
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Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7199826 nChanged 266
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Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7199852 nChanged 247
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Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7199915 nChanged 246
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Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7199949 nChanged 228
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Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7199958 nChanged 225
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Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7199997 nChanged 195
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Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -7200023.000000 Penalty: 5466.709473
	Iteration 44Q: 3 clusters Score -7200023 nChanged 174
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Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7200042 nChanged 173
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Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7200066 nChanged 153
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Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7200078 nChanged 112
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Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7200066 nChanged 95
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Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7200070 nChanged 92
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Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7200074 nChanged 88
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Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7200069 nChanged 66
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Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7200062 nChanged 60
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Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7200076 nChanged 56
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Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7200076 nChanged 56
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7200084 nChanged 48
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Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7200089 nChanged 42
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Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7200088 nChanged 38
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7200084 nChanged 45
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7200078 nChanged 39
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Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7200088 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -7200116.000000 Penalty: 5466.709473
	Iteration 61Q: 3 clusters Score -7200116 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24183 members 
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Entering Unmasked Estep 
Score: -7200103.000000 Penalty: 5466.709473
	Iteration 62Q: 3 clusters Score -7200103 nChanged 35
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Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7200116 nChanged 34
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Mstep: Class 1 contains 24120 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7200108 nChanged 34
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Mstep: Class 1 contains 24090 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7200108 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24063 members 
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Entering Unmasked Estep 
Score: -7200111.000000 Penalty: 5466.709473
	Iteration 66Q: 3 clusters Score -7200111 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -7200119.000000 Penalty: 5466.709473
	Iteration 67Q: 3 clusters Score -7200119 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7200118 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23950 members 
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Entering Unmasked Estep 
Score: -7200121.000000 Penalty: 5466.709473
	Iteration 69Q: 3 clusters Score -7200121 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23918 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7200118 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7200108 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7200112 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23826 members 
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Entering Unmasked Estep 
Score: -7200093.500000 Penalty: 5466.709473
	Iteration 73Q: 3 clusters Score -7200094 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23802 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7200094 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23783 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7200089 nChanged 25
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	Iteration 76Q: 3 clusters Score -7200104 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7200110 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7200100 nChanged 17
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	Iteration 79Q: 3 clusters Score -7200093 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7200090 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7200095 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7200102 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7200104 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7200115.500000 Penalty: 5466.709473
	Iteration 84Q: 3 clusters Score -7200116 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23537 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7200117 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23520 members 
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Entering Unmasked Estep 
Score: -7200122.500000 Penalty: 5466.709473
	Iteration 86Q: 3 clusters Score -7200122 nChanged 20
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7200122 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7200130 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7200137.000000 Penalty: 5466.709473
	Iteration 89Q: 3 clusters Score -7200137 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7200144.500000 Penalty: 5466.709473
	Iteration 90Q: 3 clusters Score -7200144 nChanged 18
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7200135 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7200126.000000 Penalty: 5466.709473
	Iteration 92Q: 3 clusters Score -7200126 nChanged 11
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7200123 nChanged 16
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7200131 nChanged 17
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	Iteration 95Q: 3 clusters Score -7200124 nChanged 14
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	Iteration 96Q: 3 clusters Score -7200134 nChanged 15
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7200128 nChanged 14
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7200126 nChanged 17
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	Iteration 99Q: 3 clusters Score -7200124 nChanged 17
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7200126 nChanged 16
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	Iteration 101Q: 3 clusters Score -7200126 nChanged 6
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	Iteration 102Q: 3 clusters Score -7200130 nChanged 9
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	Iteration 103Q: 3 clusters Score -7200132 nChanged 20
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	Iteration 104Q: 3 clusters Score -7200127 nChanged 18
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Entering Unmasked Estep 
Score: -7200121.000000 Penalty: 5466.709473
	Iteration 105Q: 3 clusters Score -7200121 nChanged 17
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7200134 nChanged 19
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Entering Unmasked Estep 
Score: -7200137.500000 Penalty: 5466.709473
	Iteration 107Q: 3 clusters Score -7200138 nChanged 16
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7200129 nChanged 16
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Entering Unmasked Estep 
Score: -7200118.500000 Penalty: 5466.709473
	Iteration 109Q: 3 clusters Score -7200118 nChanged 16
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7200128 nChanged 15
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Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7200134 nChanged 12
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Entering Unmasked Estep 
Score: -7200142.000000 Penalty: 5466.709473
	Iteration 112Q: 3 clusters Score -7200142 nChanged 8
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7200133 nChanged 7
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7200130 nChanged 6
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	Iteration 115Q: 3 clusters Score -7200135 nChanged 8
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Entering Unmasked Estep 
Score: -7200134.000000 Penalty: 5466.709473
	Iteration 116Q: 3 clusters Score -7200134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -7200135.500000 Penalty: 5466.709473
	Iteration 117Q: 3 clusters Score -7200136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -7200131.500000 Penalty: 5466.709473
	Iteration 118Q: 3 clusters Score -7200132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -7200134.500000 Penalty: 5466.709473
	Iteration 119Q: 3 clusters Score -7200134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -7200133.500000 Penalty: 5466.709473
	Iteration 120F: 3 clusters Score -7200134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -7200132.000000 Penalty: 5466.709473
	Iteration 121Q: 3 clusters Score -7200132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -7200138.500000 Penalty: 5466.709473
	Iteration 122Q: 3 clusters Score -7200138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -7200138.500000 Penalty: 5466.709473
	Iteration 123F: 3 clusters Score -7200138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 125506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 35933 members 
Mstep: Class 13 contains 19605 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 11827 members 
Mstep: Class 16 contains 1137 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 23050 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 107155 members 
Mstep: Class 26 contains 15957 members 
Mstep: Class 27 contains 4431 members 
Mstep: Class 28 contains 38708 members 
Mstep: Class 29 contains 82673 members 
Mstep: Class 30 contains 69489 members 
Mstep: Class 31 contains 5458 members 
Mstep: Class 32 contains 6427 members 
Mstep: Class 33 contains 439 members 
Mstep: Class 34 contains 273481 members 
Mstep: Class 35 contains 38131 members 
Entering Unmasked Estep 
Score: -154120528.000000 Penalty: 122283.414062
Splitting cluster 18 changes total score from -153793648.000000 to -154120528.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (16249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Entering Unmasked Estep 
Score: -1801163.500000 Penalty: 2404.554932
	Iteration 0F: 2 clusters Score -1801164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1789696.375000 Penalty: 4809.109863
	Iteration 0F: 3 clusters Score -1789696 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1799276.375000 Penalty: 4809.109863
	Iteration 1F: 3 clusters Score -1799276 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1807414.000000 Penalty: 4809.109863
	Iteration 2F: 3 clusters Score -1807414 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1812244.250000 Penalty: 4809.109863
	Iteration 3F: 3 clusters Score -1812244 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1814471.500000 Penalty: 4809.109863
	Iteration 4F: 3 clusters Score -1814472 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1815543.000000 Penalty: 4809.109863
	Iteration 5Q: 3 clusters Score -1815543 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1816064.250000 Penalty: 4809.109863
	Iteration 6Q: 3 clusters Score -1816064 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1816341.375000 Penalty: 4809.109863
	Iteration 7Q: 3 clusters Score -1816341 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1816499.625000 Penalty: 4809.109863
	Iteration 8Q: 3 clusters Score -1816500 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1816615.125000 Penalty: 4809.109863
	Iteration 9Q: 3 clusters Score -1816615 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1816768.875000 Penalty: 4809.109863
	Iteration 10Q: 3 clusters Score -1816769 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1816985.375000 Penalty: 4809.109863
	Iteration 11Q: 3 clusters Score -1816985 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1817337.750000 Penalty: 4809.109863
	Iteration 12Q: 3 clusters Score -1817338 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1817945.000000 Penalty: 4809.109863
	Iteration 13Q: 3 clusters Score -1817945 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1819148.625000 Penalty: 4809.109863
	Iteration 14Q: 3 clusters Score -1819149 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1820392.000000 Penalty: 4809.109863
	Iteration 15Q: 3 clusters Score -1820392 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1820833.500000 Penalty: 4809.109863
	Iteration 16Q: 3 clusters Score -1820834 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1820947.875000 Penalty: 4809.109863
	Iteration 17Q: 3 clusters Score -1820948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1821012.875000 Penalty: 4809.109863
	Iteration 18Q: 3 clusters Score -1821013 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1821065.625000 Penalty: 4809.109863
	Iteration 19Q: 3 clusters Score -1821066 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1821105.000000 Penalty: 4809.109863
	Iteration 20F: 3 clusters Score -1821105 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1821149.750000 Penalty: 4809.109863
	Iteration 21Q: 3 clusters Score -1821150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1821219.000000 Penalty: 4809.109863
	Iteration 22Q: 3 clusters Score -1821219 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1821296.875000 Penalty: 4809.109863
	Iteration 23Q: 3 clusters Score -1821297 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1821389.125000 Penalty: 4809.109863
	Iteration 24Q: 3 clusters Score -1821389 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1821480.625000 Penalty: 4809.109863
	Iteration 25Q: 3 clusters Score -1821481 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1821580.000000 Penalty: 4809.109863
	Iteration 26Q: 3 clusters Score -1821580 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1821686.250000 Penalty: 4809.109863
	Iteration 27Q: 3 clusters Score -1821686 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1821789.375000 Penalty: 4809.109863
	Iteration 28Q: 3 clusters Score -1821789 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1821896.875000 Penalty: 4809.109863
	Iteration 29Q: 3 clusters Score -1821897 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1821969.875000 Penalty: 4809.109863
	Iteration 30Q: 3 clusters Score -1821970 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1822015.875000 Penalty: 4809.109863
	Iteration 31Q: 3 clusters Score -1822016 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1822054.875000 Penalty: 4809.109863
	Iteration 32Q: 3 clusters Score -1822055 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1822093.625000 Penalty: 4809.109863
	Iteration 33Q: 3 clusters Score -1822094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1822126.625000 Penalty: 4809.109863
	Iteration 34Q: 3 clusters Score -1822127 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1822158.125000 Penalty: 4809.109863
	Iteration 35Q: 3 clusters Score -1822158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1822194.750000 Penalty: 4809.109863
	Iteration 36Q: 3 clusters Score -1822195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1822227.875000 Penalty: 4809.109863
	Iteration 37Q: 3 clusters Score -1822228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1822235.625000 Penalty: 4809.109863
	Iteration 38Q: 3 clusters Score -1822236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1822248.125000 Penalty: 4809.109863
	Iteration 39Q: 3 clusters Score -1822248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1822265.250000 Penalty: 4809.109863
	Iteration 40F: 3 clusters Score -1822265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1822268.000000 Penalty: 4809.109863
	Iteration 41Q: 3 clusters Score -1822268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1822275.625000 Penalty: 4809.109863
	Iteration 42Q: 3 clusters Score -1822276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1822279.750000 Penalty: 4809.109863
	Iteration 43Q: 3 clusters Score -1822280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1822287.750000 Penalty: 4809.109863
	Iteration 44Q: 3 clusters Score -1822288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1822302.250000 Penalty: 4809.109863
	Iteration 45Q: 3 clusters Score -1822302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1822303.375000 Penalty: 4809.109863
	Iteration 46Q: 3 clusters Score -1822303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1822302.625000 Penalty: 4809.109863
	Iteration 47Q: 3 clusters Score -1822303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1822305.500000 Penalty: 4809.109863
	Iteration 48Q: 3 clusters Score -1822306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1822307.250000 Penalty: 4809.109863
	Iteration 49Q: 3 clusters Score -1822307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1822306.625000 Penalty: 4809.109863
	Iteration 50Q: 3 clusters Score -1822307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1822309.375000 Penalty: 4809.109863
	Iteration 51Q: 3 clusters Score -1822309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1822309.625000 Penalty: 4809.109863
	Iteration 52Q: 3 clusters Score -1822310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1822309.625000 Penalty: 4809.109863
	Iteration 53F: 3 clusters Score -1822310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 125506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 35933 members 
Mstep: Class 13 contains 19605 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 11827 members 
Mstep: Class 16 contains 1137 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 23050 members 
Mstep: Class 19 contains 9072 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 107155 members 
Mstep: Class 26 contains 15957 members 
Mstep: Class 27 contains 4431 members 
Mstep: Class 28 contains 38708 members 
Mstep: Class 29 contains 82673 members 
Mstep: Class 30 contains 69489 members 
Mstep: Class 31 contains 5458 members 
Mstep: Class 32 contains 6427 members 
Mstep: Class 33 contains 439 members 
Mstep: Class 34 contains 273481 members 
Mstep: Class 35 contains 38131 members 
Mstep: Class 36 contains 7177 members 
Entering Unmasked Estep 
Score: -154140592.000000 Penalty: 125777.226562
Splitting cluster 19 changes total score from -153793648.000000 to -154140592.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (39778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Entering Unmasked Estep 
Score: -4576284.000000 Penalty: 2626.585205
	Iteration 0F: 2 clusters Score -4576284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -4549597.500000 Penalty: 5253.170410
	Iteration 0F: 3 clusters Score -4549598 nChanged 18204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -4563699.000000 Penalty: 5253.170410
	Iteration 1F: 3 clusters Score -4563699 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -4571177.500000 Penalty: 5253.170410
	Iteration 2F: 3 clusters Score -4571178 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -4578777.000000 Penalty: 5253.170410
	Iteration 3F: 3 clusters Score -4578777 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -4585537.500000 Penalty: 5253.170410
	Iteration 4F: 3 clusters Score -4585538 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4593635.000000 Penalty: 5253.170410
	Iteration 5F: 3 clusters Score -4593635 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4600029.500000 Penalty: 5253.170410
	Iteration 6F: 3 clusters Score -4600030 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -4601480.000000 Penalty: 5253.170410
	Iteration 7Q: 3 clusters Score -4601480 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -4601655.000000 Penalty: 5253.170410
	Iteration 8Q: 3 clusters Score -4601655 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -4601673.000000 Penalty: 5253.170410
	Iteration 9Q: 3 clusters Score -4601673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4601687.000000 Penalty: 5253.170410
	Iteration 10Q: 3 clusters Score -4601687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4601681.500000 Penalty: 5253.170410
	Iteration 11Q: 3 clusters Score -4601682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -4601682.500000 Penalty: 5253.170410
	Iteration 12Q: 3 clusters Score -4601682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -4601689.500000 Penalty: 5253.170410
	Iteration 13Q: 3 clusters Score -4601690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -4601698.000000 Penalty: 5253.170410
	Iteration 14Q: 3 clusters Score -4601698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4601700.500000 Penalty: 5253.170410
	Iteration 15Q: 3 clusters Score -4601700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4601700.500000 Penalty: 5253.170410
	Iteration 16Q: 3 clusters Score -4601700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4601701.000000 Penalty: 5253.170410
	Iteration 17Q: 3 clusters Score -4601701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4601701.000000 Penalty: 5253.170410
	Iteration 18F: 3 clusters Score -4601701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 5 contains 61022 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 125506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 35933 members 
Mstep: Class 13 contains 19605 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 11827 members 
Mstep: Class 16 contains 1137 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 23050 members 
Mstep: Class 19 contains 9072 members 
Mstep: Class 20 contains 20688 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 107583 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 3242 members 
Mstep: Class 25 contains 107155 members 
Mstep: Class 26 contains 15957 members 
Mstep: Class 27 contains 4431 members 
Mstep: Class 28 contains 38708 members 
Mstep: Class 29 contains 82673 members 
Mstep: Class 30 contains 69489 members 
Mstep: Class 31 contains 5458 members 
Mstep: Class 32 contains 6427 members 
Mstep: Class 33 contains 439 members 
Mstep: Class 34 contains 273481 members 
Mstep: Class 35 contains 38131 members 
Mstep: Class 36 contains 7177 members 
Mstep: Class 37 contains 19090 members 
Entering Unmasked Estep 
Score: -154163600.000000 Penalty: 129271.039062
Splitting cluster 20 changes total score from -153793648.000000 to -154163600.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 51815 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 8 contains 125506 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 35933 members 
Mstep: Class 13 contains 19605 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 11827 members 
Mstep: Class 16 contains 1137 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 23050 members 
Mstep: Class 19 contains 9072 members 
Mstep: Class 20 contains 20688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154226304.000000 Penalty: 129271.039062
Iteration 39Q: 38 clusters Score -1.542263e+08 nChanged 68817
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 56633 members 
Mstep: Class 4 contains 53297 members 
Mstep: Class 5 contains 62399 members 
Mstep: Class 6 contains 13423 members 
Mstep: Class 7 contains 31030 members 
Mstep: Class 8 contains 132774 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 12424 members 
Mstep: Class 11 contains 22980 members 
Mstep: Class 12 contains 36852 members 
Mstep: Class 13 contains 19695 members 
Mstep: Class 14 contains 4008 members 
Mstep: Class 15 contains 11348 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 22865 members 
Mstep: Class 19 contains 8988 members 
Mstep: Class 20 contains 21063 members 
Mstep: Class 21 contains 6327 members 
Mstep: Class 22 contains 104863 members 
Mstep: Class 23 contains 15138 members 
Mstep: Class 24 contains 3193 members 
Mstep: Class 25 contains 103556 members 
Mstep: Class 26 contains 15909 members 
Mstep: Class 27 contains 4374 members 
Mstep: Class 28 contains 35610 members 
Mstep: Class 29 contains 85370 members 
Mstep: Class 30 contains 68683 members 
Mstep: Class 31 contains 5366 members 
Mstep: Class 32 contains 6344 members 
Mstep: Class 33 contains 468 members 
Mstep: Class 34 contains 265921 members 
Mstep: Class 35 contains 36772 members 
Mstep: Class 36 contains 7157 members 
Mstep: Class 37 contains 18859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154275952.000000 Penalty: 129271.039062
Iteration 40F: 38 clusters Score -1.54276e+08 nChanged 43157
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1934 members 
Mstep: Class 3 contains 57131 members 
Mstep: Class 4 contains 53253 members 
Mstep: Class 5 contains 64064 members 
Mstep: Class 6 contains 13460 members 
Mstep: Class 7 contains 30691 members 
Mstep: Class 8 contains 133978 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 12323 members 
Mstep: Class 11 contains 23944 members 
Mstep: Class 12 contains 36277 members 
Mstep: Class 13 contains 19274 members 
Mstep: Class 14 contains 3981 members 
Mstep: Class 15 contains 10751 members 
Mstep: Class 16 contains 1234 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 21985 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 21070 members 
Mstep: Class 21 contains 6598 members 
Mstep: Class 22 contains 103938 members 
Mstep: Class 23 contains 15899 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 101519 members 
Mstep: Class 26 contains 15907 members 
Mstep: Class 27 contains 4546 members 
Mstep: Class 28 contains 35200 members 
Mstep: Class 29 contains 89996 members 
Mstep: Class 30 contains 68526 members 
Mstep: Class 31 contains 5428 members 
Mstep: Class 32 contains 6330 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 261175 members 
Mstep: Class 35 contains 36551 members 
Mstep: Class 36 contains 7363 members 
Mstep: Class 37 contains 18846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154295760.000000 Penalty: 129271.039062
Iteration 41Q: 38 clusters Score -1.542958e+08 nChanged 24821
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1884 members 
Mstep: Class 3 contains 57450 members 
Mstep: Class 4 contains 53305 members 
Mstep: Class 5 contains 65555 members 
Mstep: Class 6 contains 13559 members 
Mstep: Class 7 contains 30801 members 
Mstep: Class 8 contains 134998 members 
Mstep: Class 9 contains 2682 members 
Mstep: Class 10 contains 12273 members 
Mstep: Class 11 contains 24482 members 
Mstep: Class 12 contains 36002 members 
Mstep: Class 13 contains 18892 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 15 contains 10369 members 
Mstep: Class 16 contains 1222 members 
Mstep: Class 17 contains 2471 members 
Mstep: Class 18 contains 21422 members 
Mstep: Class 19 contains 8630 members 
Mstep: Class 20 contains 21046 members 
Mstep: Class 21 contains 6759 members 
Mstep: Class 22 contains 103186 members 
Mstep: Class 23 contains 16308 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 100031 members 
Mstep: Class 26 contains 15908 members 
Mstep: Class 27 contains 4661 members 
Mstep: Class 28 contains 34962 members 
Mstep: Class 29 contains 93563 members 
Mstep: Class 30 contains 68388 members 
Mstep: Class 31 contains 5467 members 
Mstep: Class 32 contains 6350 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 256741 members 
Mstep: Class 35 contains 36403 members 
Mstep: Class 36 contains 7398 members 
Mstep: Class 37 contains 18853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154303952.000000 Penalty: 129271.039062
Iteration 42Q: 38 clusters Score -1.54304e+08 nChanged 17596
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1849 members 
Mstep: Class 3 contains 57685 members 
Mstep: Class 4 contains 53297 members 
Mstep: Class 5 contains 66874 members 
Mstep: Class 6 contains 13611 members 
Mstep: Class 7 contains 31000 members 
Mstep: Class 8 contains 135890 members 
Mstep: Class 9 contains 2679 members 
Mstep: Class 10 contains 12238 members 
Mstep: Class 11 contains 24792 members 
Mstep: Class 12 contains 35818 members 
Mstep: Class 13 contains 18598 members 
Mstep: Class 14 contains 3975 members 
Mstep: Class 15 contains 10090 members 
Mstep: Class 16 contains 1219 members 
Mstep: Class 17 contains 2946 members 
Mstep: Class 18 contains 21019 members 
Mstep: Class 19 contains 8556 members 
Mstep: Class 20 contains 21025 members 
Mstep: Class 21 contains 6838 members 
Mstep: Class 22 contains 102700 members 
Mstep: Class 23 contains 16578 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 98911 members 
Mstep: Class 26 contains 15909 members 
Mstep: Class 27 contains 4779 members 
Mstep: Class 28 contains 34851 members 
Mstep: Class 29 contains 96363 members 
Mstep: Class 30 contains 68231 members 
Mstep: Class 31 contains 5503 members 
Mstep: Class 32 contains 6368 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 252851 members 
Mstep: Class 35 contains 36233 members 
Mstep: Class 36 contains 7403 members 
Mstep: Class 37 contains 18869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154309536.000000 Penalty: 129271.039062
Iteration 43Q: 38 clusters Score -1.543095e+08 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1828 members 
Mstep: Class 3 contains 57881 members 
Mstep: Class 4 contains 53199 members 
Mstep: Class 5 contains 67989 members 
Mstep: Class 6 contains 13634 members 
Mstep: Class 7 contains 31143 members 
Mstep: Class 8 contains 136473 members 
Mstep: Class 9 contains 2678 members 
Mstep: Class 10 contains 12220 members 
Mstep: Class 11 contains 24936 members 
Mstep: Class 12 contains 35678 members 
Mstep: Class 13 contains 18378 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 15 contains 9836 members 
Mstep: Class 16 contains 1216 members 
Mstep: Class 17 contains 3293 members 
Mstep: Class 18 contains 20720 members 
Mstep: Class 19 contains 8531 members 
Mstep: Class 20 contains 21043 members 
Mstep: Class 21 contains 6864 members 
Mstep: Class 22 contains 102190 members 
Mstep: Class 23 contains 16770 members 
Mstep: Class 24 contains 3761 members 
Mstep: Class 25 contains 98026 members 
Mstep: Class 26 contains 15910 members 
Mstep: Class 27 contains 4932 members 
Mstep: Class 28 contains 34847 members 
Mstep: Class 29 contains 98565 members 
Mstep: Class 30 contains 68105 members 
Mstep: Class 31 contains 5531 members 
Mstep: Class 32 contains 6376 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 250094 members 
Mstep: Class 35 contains 36075 members 
Mstep: Class 36 contains 7391 members 
Mstep: Class 37 contains 18877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154313936.000000 Penalty: 129271.039062
Iteration 44Q: 38 clusters Score -1.543139e+08 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1816 members 
Mstep: Class 3 contains 58083 members 
Mstep: Class 4 contains 53138 members 
Mstep: Class 5 contains 68912 members 
Mstep: Class 6 contains 13661 members 
Mstep: Class 7 contains 31266 members 
Mstep: Class 8 contains 136920 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 12206 members 
Mstep: Class 11 contains 24947 members 
Mstep: Class 12 contains 35611 members 
Mstep: Class 13 contains 18215 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 15 contains 9573 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 3571 members 
Mstep: Class 18 contains 20514 members 
Mstep: Class 19 contains 8530 members 
Mstep: Class 20 contains 21029 members 
Mstep: Class 21 contains 6835 members 
Mstep: Class 22 contains 101761 members 
Mstep: Class 23 contains 16875 members 
Mstep: Class 24 contains 3754 members 
Mstep: Class 25 contains 97356 members 
Mstep: Class 26 contains 15915 members 
Mstep: Class 27 contains 5102 members 
Mstep: Class 28 contains 34925 members 
Mstep: Class 29 contains 100204 members 
Mstep: Class 30 contains 67995 members 
Mstep: Class 31 contains 5552 members 
Mstep: Class 32 contains 6397 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 248055 members 
Mstep: Class 35 contains 35882 members 
Mstep: Class 36 contains 7378 members 
Mstep: Class 37 contains 18889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154316112.000000 Penalty: 129271.039062
Iteration 45Q: 38 clusters Score -1.543161e+08 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1816 members 
Mstep: Class 3 contains 58336 members 
Mstep: Class 4 contains 53053 members 
Mstep: Class 5 contains 69722 members 
Mstep: Class 6 contains 13724 members 
Mstep: Class 7 contains 31386 members 
Mstep: Class 8 contains 137282 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 12193 members 
Mstep: Class 11 contains 24834 members 
Mstep: Class 12 contains 35563 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 15 contains 9317 members 
Mstep: Class 16 contains 1212 members 
Mstep: Class 17 contains 3782 members 
Mstep: Class 18 contains 20350 members 
Mstep: Class 19 contains 8540 members 
Mstep: Class 20 contains 20991 members 
Mstep: Class 21 contains 6806 members 
Mstep: Class 22 contains 101386 members 
Mstep: Class 23 contains 16951 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 96762 members 
Mstep: Class 26 contains 15914 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 35020 members 
Mstep: Class 29 contains 101360 members 
Mstep: Class 30 contains 67858 members 
Mstep: Class 31 contains 5567 members 
Mstep: Class 32 contains 6431 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 246586 members 
Mstep: Class 35 contains 35725 members 
Mstep: Class 36 contains 7357 members 
Mstep: Class 37 contains 18897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154318112.000000 Penalty: 129271.039062
Iteration 46Q: 38 clusters Score -1.543181e+08 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1811 members 
Mstep: Class 3 contains 58719 members 
Mstep: Class 4 contains 52960 members 
Mstep: Class 5 contains 70432 members 
Mstep: Class 6 contains 13758 members 
Mstep: Class 7 contains 31477 members 
Mstep: Class 8 contains 137599 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 12182 members 
Mstep: Class 11 contains 24639 members 
Mstep: Class 12 contains 35527 members 
Mstep: Class 13 contains 18074 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 9098 members 
Mstep: Class 16 contains 1211 members 
Mstep: Class 17 contains 3939 members 
Mstep: Class 18 contains 20229 members 
Mstep: Class 19 contains 8555 members 
Mstep: Class 20 contains 20939 members 
Mstep: Class 21 contains 6764 members 
Mstep: Class 22 contains 101013 members 
Mstep: Class 23 contains 17004 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 96287 members 
Mstep: Class 26 contains 15917 members 
Mstep: Class 27 contains 5474 members 
Mstep: Class 28 contains 35114 members 
Mstep: Class 29 contains 102251 members 
Mstep: Class 30 contains 67751 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 6474 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 245463 members 
Mstep: Class 35 contains 35552 members 
Mstep: Class 36 contains 7331 members 
Mstep: Class 37 contains 18902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154320464.000000 Penalty: 129271.039062
Iteration 47Q: 38 clusters Score -1.543205e+08 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 59085 members 
Mstep: Class 4 contains 52855 members 
Mstep: Class 5 contains 70980 members 
Mstep: Class 6 contains 13797 members 
Mstep: Class 7 contains 31561 members 
Mstep: Class 8 contains 137797 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 12170 members 
Mstep: Class 11 contains 24445 members 
Mstep: Class 12 contains 35499 members 
Mstep: Class 13 contains 18043 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 8925 members 
Mstep: Class 16 contains 1209 members 
Mstep: Class 17 contains 4047 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 8565 members 
Mstep: Class 20 contains 20906 members 
Mstep: Class 21 contains 6726 members 
Mstep: Class 22 contains 100730 members 
Mstep: Class 23 contains 17048 members 
Mstep: Class 24 contains 3709 members 
Mstep: Class 25 contains 95903 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 5592 members 
Mstep: Class 28 contains 35192 members 
Mstep: Class 29 contains 102948 members 
Mstep: Class 30 contains 67666 members 
Mstep: Class 31 contains 5581 members 
Mstep: Class 32 contains 6534 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 244605 members 
Mstep: Class 35 contains 35400 members 
Mstep: Class 36 contains 7302 members 
Mstep: Class 37 contains 18911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154321456.000000 Penalty: 129271.039062
Iteration 48Q: 38 clusters Score -1.543215e+08 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 59337 members 
Mstep: Class 4 contains 52724 members 
Mstep: Class 5 contains 71400 members 
Mstep: Class 6 contains 13830 members 
Mstep: Class 7 contains 31613 members 
Mstep: Class 8 contains 138009 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 12161 members 
Mstep: Class 11 contains 24382 members 
Mstep: Class 12 contains 35483 members 
Mstep: Class 13 contains 18034 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 1210 members 
Mstep: Class 17 contains 4119 members 
Mstep: Class 18 contains 20115 members 
Mstep: Class 19 contains 8573 members 
Mstep: Class 20 contains 20849 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 100524 members 
Mstep: Class 23 contains 17079 members 
Mstep: Class 24 contains 3706 members 
Mstep: Class 25 contains 95596 members 
Mstep: Class 26 contains 15922 members 
Mstep: Class 27 contains 5688 members 
Mstep: Class 28 contains 35252 members 
Mstep: Class 29 contains 103465 members 
Mstep: Class 30 contains 67593 members 
Mstep: Class 31 contains 5587 members 
Mstep: Class 32 contains 6593 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 243957 members 
Mstep: Class 35 contains 35231 members 
Mstep: Class 36 contains 7276 members 
Mstep: Class 37 contains 18915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154323408.000000 Penalty: 129271.039062
Iteration 49Q: 38 clusters Score -1.543234e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 59511 members 
Mstep: Class 4 contains 52567 members 
Mstep: Class 5 contains 71773 members 
Mstep: Class 6 contains 13861 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 138140 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 12151 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 35464 members 
Mstep: Class 13 contains 18058 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 15 contains 8702 members 
Mstep: Class 16 contains 1207 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 20080 members 
Mstep: Class 19 contains 8597 members 
Mstep: Class 20 contains 20766 members 
Mstep: Class 21 contains 6645 members 
Mstep: Class 22 contains 100357 members 
Mstep: Class 23 contains 17109 members 
Mstep: Class 24 contains 3699 members 
Mstep: Class 25 contains 95334 members 
Mstep: Class 26 contains 15910 members 
Mstep: Class 27 contains 5766 members 
Mstep: Class 28 contains 35314 members 
Mstep: Class 29 contains 103839 members 
Mstep: Class 30 contains 67523 members 
Mstep: Class 31 contains 5589 members 
Mstep: Class 32 contains 6633 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 243457 members 
Mstep: Class 35 contains 35114 members 
Mstep: Class 36 contains 7244 members 
Mstep: Class 37 contains 18918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154323712.000000 Penalty: 129271.039062
Iteration 50Q: 38 clusters Score -1.543237e+08 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 59675 members 
Mstep: Class 4 contains 52386 members 
Mstep: Class 5 contains 72109 members 
Mstep: Class 6 contains 13912 members 
Mstep: Class 7 contains 31767 members 
Mstep: Class 8 contains 138216 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 12143 members 
Mstep: Class 11 contains 24470 members 
Mstep: Class 12 contains 35448 members 
Mstep: Class 13 contains 18076 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 15 contains 8620 members 
Mstep: Class 16 contains 1204 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 20056 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 20686 members 
Mstep: Class 21 contains 6599 members 
Mstep: Class 22 contains 100215 members 
Mstep: Class 23 contains 17133 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 95107 members 
Mstep: Class 26 contains 15904 members 
Mstep: Class 27 contains 5806 members 
Mstep: Class 28 contains 35354 members 
Mstep: Class 29 contains 104116 members 
Mstep: Class 30 contains 67460 members 
Mstep: Class 31 contains 5595 members 
Mstep: Class 32 contains 6676 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 243082 members 
Mstep: Class 35 contains 35028 members 
Mstep: Class 36 contains 7221 members 
Mstep: Class 37 contains 18922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154323968.000000 Penalty: 129271.039062
Iteration 51Q: 38 clusters Score -1.54324e+08 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 59836 members 
Mstep: Class 4 contains 52193 members 
Mstep: Class 5 contains 72361 members 
Mstep: Class 6 contains 13947 members 
Mstep: Class 7 contains 31841 members 
Mstep: Class 8 contains 138269 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 12138 members 
Mstep: Class 11 contains 24572 members 
Mstep: Class 12 contains 35436 members 
Mstep: Class 13 contains 18087 members 
Mstep: Class 14 contains 3976 members 
Mstep: Class 15 contains 8550 members 
Mstep: Class 16 contains 1204 members 
Mstep: Class 17 contains 4251 members 
Mstep: Class 18 contains 20030 members 
Mstep: Class 19 contains 8628 members 
Mstep: Class 20 contains 20596 members 
Mstep: Class 21 contains 6550 members 
Mstep: Class 22 contains 100103 members 
Mstep: Class 23 contains 17145 members 
Mstep: Class 24 contains 3672 members 
Mstep: Class 25 contains 94920 members 
Mstep: Class 26 contains 15904 members 
Mstep: Class 27 contains 5830 members 
Mstep: Class 28 contains 35410 members 
Mstep: Class 29 contains 104341 members 
Mstep: Class 30 contains 67420 members 
Mstep: Class 31 contains 5600 members 
Mstep: Class 32 contains 6711 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 242825 members 
Mstep: Class 35 contains 34941 members 
Mstep: Class 36 contains 7202 members 
Mstep: Class 37 contains 18927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154324320.000000 Penalty: 129271.039062
Iteration 52Q: 38 clusters Score -1.543243e+08 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1828 members 
Mstep: Class 3 contains 60050 members 
Mstep: Class 4 contains 51961 members 
Mstep: Class 5 contains 72547 members 
Mstep: Class 6 contains 13976 members 
Mstep: Class 7 contains 31914 members 
Mstep: Class 8 contains 138311 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12126 members 
Mstep: Class 11 contains 24709 members 
Mstep: Class 12 contains 35423 members 
Mstep: Class 13 contains 18115 members 
Mstep: Class 14 contains 3975 members 
Mstep: Class 15 contains 8500 members 
Mstep: Class 16 contains 1202 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 20018 members 
Mstep: Class 19 contains 8643 members 
Mstep: Class 20 contains 20508 members 
Mstep: Class 21 contains 6493 members 
Mstep: Class 22 contains 99995 members 
Mstep: Class 23 contains 17167 members 
Mstep: Class 24 contains 3663 members 
Mstep: Class 25 contains 94787 members 
Mstep: Class 26 contains 15901 members 
Mstep: Class 27 contains 5840 members 
Mstep: Class 28 contains 35459 members 
Mstep: Class 29 contains 104546 members 
Mstep: Class 30 contains 67370 members 
Mstep: Class 31 contains 5606 members 
Mstep: Class 32 contains 6742 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 242596 members 
Mstep: Class 35 contains 34868 members 
Mstep: Class 36 contains 7176 members 
Mstep: Class 37 contains 18935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154325024.000000 Penalty: 129271.039062
Iteration 53Q: 38 clusters Score -1.54325e+08 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1838 members 
Mstep: Class 3 contains 60376 members 
Mstep: Class 4 contains 51667 members 
Mstep: Class 5 contains 72678 members 
Mstep: Class 6 contains 13992 members 
Mstep: Class 7 contains 31958 members 
Mstep: Class 8 contains 138366 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 24874 members 
Mstep: Class 12 contains 35418 members 
Mstep: Class 13 contains 18133 members 
Mstep: Class 14 contains 3976 members 
Mstep: Class 15 contains 8457 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 4276 members 
Mstep: Class 18 contains 20022 members 
Mstep: Class 19 contains 8654 members 
Mstep: Class 20 contains 20419 members 
Mstep: Class 21 contains 6437 members 
Mstep: Class 22 contains 99871 members 
Mstep: Class 23 contains 17185 members 
Mstep: Class 24 contains 3659 members 
Mstep: Class 25 contains 94664 members 
Mstep: Class 26 contains 15904 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 35500 members 
Mstep: Class 29 contains 104704 members 
Mstep: Class 30 contains 67333 members 
Mstep: Class 31 contains 5611 members 
Mstep: Class 32 contains 6767 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 242400 members 
Mstep: Class 35 contains 34807 members 
Mstep: Class 36 contains 7152 members 
Mstep: Class 37 contains 18934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154325504.000000 Penalty: 129271.039062
Iteration 54Q: 38 clusters Score -1.543255e+08 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1840 members 
Mstep: Class 3 contains 60718 members 
Mstep: Class 4 contains 51318 members 
Mstep: Class 5 contains 72813 members 
Mstep: Class 6 contains 14007 members 
Mstep: Class 7 contains 32024 members 
Mstep: Class 8 contains 138389 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 12120 members 
Mstep: Class 11 contains 25017 members 
Mstep: Class 12 contains 35412 members 
Mstep: Class 13 contains 18161 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 1203 members 
Mstep: Class 17 contains 4287 members 
Mstep: Class 18 contains 20023 members 
Mstep: Class 19 contains 8676 members 
Mstep: Class 20 contains 20349 members 
Mstep: Class 21 contains 6379 members 
Mstep: Class 22 contains 99747 members 
Mstep: Class 23 contains 17197 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 94554 members 
Mstep: Class 26 contains 15911 members 
Mstep: Class 27 contains 5835 members 
Mstep: Class 28 contains 35538 members 
Mstep: Class 29 contains 104850 members 
Mstep: Class 30 contains 67292 members 
Mstep: Class 31 contains 5612 members 
Mstep: Class 32 contains 6786 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 242262 members 
Mstep: Class 35 contains 34751 members 
Mstep: Class 36 contains 7110 members 
Mstep: Class 37 contains 18939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154325536.000000 Penalty: 129271.039062
Iteration 55Q: 38 clusters Score -1.543255e+08 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1841 members 
Mstep: Class 3 contains 61135 members 
Mstep: Class 4 contains 50916 members 
Mstep: Class 5 contains 72948 members 
Mstep: Class 6 contains 14013 members 
Mstep: Class 7 contains 32095 members 
Mstep: Class 8 contains 138377 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 12113 members 
Mstep: Class 11 contains 25186 members 
Mstep: Class 12 contains 35403 members 
Mstep: Class 13 contains 18175 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 15 contains 8369 members 
Mstep: Class 16 contains 1200 members 
Mstep: Class 17 contains 4295 members 
Mstep: Class 18 contains 20019 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 20275 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 99665 members 
Mstep: Class 23 contains 17212 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 94458 members 
Mstep: Class 26 contains 15907 members 
Mstep: Class 27 contains 5832 members 
Mstep: Class 28 contains 35582 members 
Mstep: Class 29 contains 104980 members 
Mstep: Class 30 contains 67266 members 
Mstep: Class 31 contains 5614 members 
Mstep: Class 32 contains 6803 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 242110 members 
Mstep: Class 35 contains 34711 members 
Mstep: Class 36 contains 7062 members 
Mstep: Class 37 contains 18937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154326384.000000 Penalty: 129271.039062
Iteration 56Q: 38 clusters Score -1.543264e+08 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 61629 members 
Mstep: Class 4 contains 50434 members 
Mstep: Class 5 contains 73058 members 
Mstep: Class 6 contains 14036 members 
Mstep: Class 7 contains 32145 members 
Mstep: Class 8 contains 138362 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 25329 members 
Mstep: Class 12 contains 35396 members 
Mstep: Class 13 contains 18195 members 
Mstep: Class 14 contains 3978 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 16 contains 1199 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 20004 members 
Mstep: Class 19 contains 8762 members 
Mstep: Class 20 contains 20221 members 
Mstep: Class 21 contains 6251 members 
Mstep: Class 22 contains 99593 members 
Mstep: Class 23 contains 17225 members 
Mstep: Class 24 contains 3659 members 
Mstep: Class 25 contains 94378 members 
Mstep: Class 26 contains 15905 members 
Mstep: Class 27 contains 5831 members 
Mstep: Class 28 contains 35621 members 
Mstep: Class 29 contains 105108 members 
Mstep: Class 30 contains 67243 members 
Mstep: Class 31 contains 5621 members 
Mstep: Class 32 contains 6805 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 241955 members 
Mstep: Class 35 contains 34690 members 
Mstep: Class 36 contains 6992 members 
Mstep: Class 37 contains 18935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154327088.000000 Penalty: 129271.039062
Iteration 57Q: 38 clusters Score -1.543271e+08 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1849 members 
Mstep: Class 3 contains 62200 members 
Mstep: Class 4 contains 49934 members 
Mstep: Class 5 contains 73149 members 
Mstep: Class 6 contains 14042 members 
Mstep: Class 7 contains 32194 members 
Mstep: Class 8 contains 138365 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 12103 members 
Mstep: Class 11 contains 25458 members 
Mstep: Class 12 contains 35392 members 
Mstep: Class 13 contains 18215 members 
Mstep: Class 14 contains 3978 members 
Mstep: Class 15 contains 8246 members 
Mstep: Class 16 contains 1199 members 
Mstep: Class 17 contains 4310 members 
Mstep: Class 18 contains 19998 members 
Mstep: Class 19 contains 8813 members 
Mstep: Class 20 contains 20169 members 
Mstep: Class 21 contains 6204 members 
Mstep: Class 22 contains 99503 members 
Mstep: Class 23 contains 17236 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 94314 members 
Mstep: Class 26 contains 15907 members 
Mstep: Class 27 contains 5828 members 
Mstep: Class 28 contains 35658 members 
Mstep: Class 29 contains 105224 members 
Mstep: Class 30 contains 67223 members 
Mstep: Class 31 contains 5623 members 
Mstep: Class 32 contains 6807 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 241809 members 
Mstep: Class 35 contains 34664 members 
Mstep: Class 36 contains 6919 members 
Mstep: Class 37 contains 18933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154328096.000000 Penalty: 129271.039062
Iteration 58Q: 38 clusters Score -1.543281e+08 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 62783 members 
Mstep: Class 4 contains 49319 members 
Mstep: Class 5 contains 73245 members 
Mstep: Class 6 contains 14051 members 
Mstep: Class 7 contains 32247 members 
Mstep: Class 8 contains 138363 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 12096 members 
Mstep: Class 11 contains 25580 members 
Mstep: Class 12 contains 35388 members 
Mstep: Class 13 contains 18240 members 
Mstep: Class 14 contains 3978 members 
Mstep: Class 15 contains 8196 members 
Mstep: Class 16 contains 1199 members 
Mstep: Class 17 contains 4314 members 
Mstep: Class 18 contains 19984 members 
Mstep: Class 19 contains 8865 members 
Mstep: Class 20 contains 20119 members 
Mstep: Class 21 contains 6144 members 
Mstep: Class 22 contains 99456 members 
Mstep: Class 23 contains 17246 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 94250 members 
Mstep: Class 26 contains 15911 members 
Mstep: Class 27 contains 5815 members 
Mstep: Class 28 contains 35697 members 
Mstep: Class 29 contains 105363 members 
Mstep: Class 30 contains 67197 members 
Mstep: Class 31 contains 5626 members 
Mstep: Class 32 contains 6814 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 241663 members 
Mstep: Class 35 contains 34674 members 
Mstep: Class 36 contains 6845 members 
Mstep: Class 37 contains 18925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154328896.000000 Penalty: 129271.039062
Iteration 59Q: 38 clusters Score -1.543289e+08 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 63376 members 
Mstep: Class 4 contains 48698 members 
Mstep: Class 5 contains 73298 members 
Mstep: Class 6 contains 14060 members 
Mstep: Class 7 contains 32311 members 
Mstep: Class 8 contains 138366 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 25704 members 
Mstep: Class 12 contains 35389 members 
Mstep: Class 13 contains 18268 members 
Mstep: Class 14 contains 3978 members 
Mstep: Class 15 contains 8153 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 4316 members 
Mstep: Class 18 contains 19975 members 
Mstep: Class 19 contains 8912 members 
Mstep: Class 20 contains 20093 members 
Mstep: Class 21 contains 6099 members 
Mstep: Class 22 contains 99419 members 
Mstep: Class 23 contains 17254 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 94186 members 
Mstep: Class 26 contains 15906 members 
Mstep: Class 27 contains 5810 members 
Mstep: Class 28 contains 35733 members 
Mstep: Class 29 contains 105481 members 
Mstep: Class 30 contains 67161 members 
Mstep: Class 31 contains 5627 members 
Mstep: Class 32 contains 6820 members 
Mstep: Class 33 contains 491 members 
Mstep: Class 34 contains 241519 members 
Mstep: Class 35 contains 34689 members 
Mstep: Class 36 contains 6774 members 
Mstep: Class 37 contains 18917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154331280.000000 Penalty: 129271.039062
Iteration 60F: 38 clusters Score -1.543313e+08 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1857 members 
Mstep: Class 3 contains 63945 members 
Mstep: Class 4 contains 48092 members 
Mstep: Class 5 contains 73284 members 
Mstep: Class 6 contains 14107 members 
Mstep: Class 7 contains 32350 members 
Mstep: Class 8 contains 138361 members 
Mstep: Class 9 contains 2675 members 
Mstep: Class 10 contains 12087 members 
Mstep: Class 11 contains 25831 members 
Mstep: Class 12 contains 35390 members 
Mstep: Class 13 contains 18139 members 
Mstep: Class 14 contains 3979 members 
Mstep: Class 15 contains 8045 members 
Mstep: Class 16 contains 1205 members 
Mstep: Class 17 contains 4652 members 
Mstep: Class 18 contains 19958 members 
Mstep: Class 19 contains 8918 members 
Mstep: Class 20 contains 20072 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 99406 members 
Mstep: Class 23 contains 17259 members 
Mstep: Class 24 contains 3671 members 
Mstep: Class 25 contains 94153 members 
Mstep: Class 26 contains 15912 members 
Mstep: Class 27 contains 5911 members 
Mstep: Class 28 contains 35778 members 
Mstep: Class 29 contains 105593 members 
Mstep: Class 30 contains 66990 members 
Mstep: Class 31 contains 5628 members 
Mstep: Class 32 contains 6821 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 241350 members 
Mstep: Class 35 contains 34706 members 
Mstep: Class 36 contains 6710 members 
Mstep: Class 37 contains 18908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154332880.000000 Penalty: 129271.039062
Iteration 61Q: 38 clusters Score -1.543329e+08 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1864 members 
Mstep: Class 3 contains 64524 members 
Mstep: Class 4 contains 47478 members 
Mstep: Class 5 contains 73310 members 
Mstep: Class 6 contains 14160 members 
Mstep: Class 7 contains 32378 members 
Mstep: Class 8 contains 138385 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 12079 members 
Mstep: Class 11 contains 25955 members 
Mstep: Class 12 contains 35402 members 
Mstep: Class 13 contains 18038 members 
Mstep: Class 14 contains 3979 members 
Mstep: Class 15 contains 7921 members 
Mstep: Class 16 contains 1194 members 
Mstep: Class 17 contains 4957 members 
Mstep: Class 18 contains 19926 members 
Mstep: Class 19 contains 8927 members 
Mstep: Class 20 contains 20057 members 
Mstep: Class 21 contains 6050 members 
Mstep: Class 22 contains 99385 members 
Mstep: Class 23 contains 17260 members 
Mstep: Class 24 contains 3676 members 
Mstep: Class 25 contains 94124 members 
Mstep: Class 26 contains 15918 members 
Mstep: Class 27 contains 5999 members 
Mstep: Class 28 contains 35833 members 
Mstep: Class 29 contains 105693 members 
Mstep: Class 30 contains 66792 members 
Mstep: Class 31 contains 5625 members 
Mstep: Class 32 contains 6815 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 241154 members 
Mstep: Class 35 contains 34730 members 
Mstep: Class 36 contains 6655 members 
Mstep: Class 37 contains 18897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334000.000000 Penalty: 129271.039062
Iteration 62Q: 38 clusters Score -1.54334e+08 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1864 members 
Mstep: Class 3 contains 65008 members 
Mstep: Class 4 contains 46923 members 
Mstep: Class 5 contains 73354 members 
Mstep: Class 6 contains 14183 members 
Mstep: Class 7 contains 32408 members 
Mstep: Class 8 contains 138404 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 26071 members 
Mstep: Class 12 contains 35414 members 
Mstep: Class 13 contains 17960 members 
Mstep: Class 14 contains 3979 members 
Mstep: Class 15 contains 7800 members 
Mstep: Class 16 contains 1185 members 
Mstep: Class 17 contains 5212 members 
Mstep: Class 18 contains 19885 members 
Mstep: Class 19 contains 8931 members 
Mstep: Class 20 contains 20062 members 
Mstep: Class 21 contains 6027 members 
Mstep: Class 22 contains 99368 members 
Mstep: Class 23 contains 17264 members 
Mstep: Class 24 contains 3697 members 
Mstep: Class 25 contains 94093 members 
Mstep: Class 26 contains 15928 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 35885 members 
Mstep: Class 29 contains 105798 members 
Mstep: Class 30 contains 66613 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 6812 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 240964 members 
Mstep: Class 35 contains 34763 members 
Mstep: Class 36 contains 6622 members 
Mstep: Class 37 contains 18893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154335040.000000 Penalty: 129271.039062
Iteration 63Q: 38 clusters Score -1.54335e+08 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1864 members 
Mstep: Class 3 contains 65331 members 
Mstep: Class 4 contains 46466 members 
Mstep: Class 5 contains 73397 members 
Mstep: Class 6 contains 14183 members 
Mstep: Class 7 contains 32441 members 
Mstep: Class 8 contains 138403 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 12057 members 
Mstep: Class 11 contains 26184 members 
Mstep: Class 12 contains 35429 members 
Mstep: Class 13 contains 17893 members 
Mstep: Class 14 contains 3981 members 
Mstep: Class 15 contains 7672 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 5447 members 
Mstep: Class 18 contains 19848 members 
Mstep: Class 19 contains 8945 members 
Mstep: Class 20 contains 20075 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 99359 members 
Mstep: Class 23 contains 17272 members 
Mstep: Class 24 contains 3707 members 
Mstep: Class 25 contains 94077 members 
Mstep: Class 26 contains 15921 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 35936 members 
Mstep: Class 29 contains 105921 members 
Mstep: Class 30 contains 66456 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 6825 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 240765 members 
Mstep: Class 35 contains 34808 members 
Mstep: Class 36 contains 6585 members 
Mstep: Class 37 contains 18900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154335968.000000 Penalty: 129271.039062
Iteration 64Q: 38 clusters Score -1.54336e+08 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1865 members 
Mstep: Class 3 contains 65647 members 
Mstep: Class 4 contains 46053 members 
Mstep: Class 5 contains 73433 members 
Mstep: Class 6 contains 14174 members 
Mstep: Class 7 contains 32453 members 
Mstep: Class 8 contains 138417 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 26281 members 
Mstep: Class 12 contains 35439 members 
Mstep: Class 13 contains 17832 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 7562 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 5658 members 
Mstep: Class 18 contains 19815 members 
Mstep: Class 19 contains 8947 members 
Mstep: Class 20 contains 20084 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 99326 members 
Mstep: Class 23 contains 17277 members 
Mstep: Class 24 contains 3720 members 
Mstep: Class 25 contains 94054 members 
Mstep: Class 26 contains 15918 members 
Mstep: Class 27 contains 6229 members 
Mstep: Class 28 contains 35968 members 
Mstep: Class 29 contains 106039 members 
Mstep: Class 30 contains 66308 members 
Mstep: Class 31 contains 5615 members 
Mstep: Class 32 contains 6836 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 240605 members 
Mstep: Class 35 contains 34837 members 
Mstep: Class 36 contains 6567 members 
Mstep: Class 37 contains 18898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154336896.000000 Penalty: 129271.039062
Iteration 65Q: 38 clusters Score -1.543369e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1861 members 
Mstep: Class 3 contains 65906 members 
Mstep: Class 4 contains 45734 members 
Mstep: Class 5 contains 73464 members 
Mstep: Class 6 contains 14176 members 
Mstep: Class 7 contains 32462 members 
Mstep: Class 8 contains 138439 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 26372 members 
Mstep: Class 12 contains 35442 members 
Mstep: Class 13 contains 17773 members 
Mstep: Class 14 contains 3978 members 
Mstep: Class 15 contains 7461 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 5853 members 
Mstep: Class 18 contains 19773 members 
Mstep: Class 19 contains 8955 members 
Mstep: Class 20 contains 20093 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 99299 members 
Mstep: Class 23 contains 17282 members 
Mstep: Class 24 contains 3741 members 
Mstep: Class 25 contains 94025 members 
Mstep: Class 26 contains 15911 members 
Mstep: Class 27 contains 6311 members 
Mstep: Class 28 contains 35999 members 
Mstep: Class 29 contains 106141 members 
Mstep: Class 30 contains 66164 members 
Mstep: Class 31 contains 5610 members 
Mstep: Class 32 contains 6841 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 240448 members 
Mstep: Class 35 contains 34875 members 
Mstep: Class 36 contains 6547 members 
Mstep: Class 37 contains 18892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154337088.000000 Penalty: 129271.039062
Iteration 66Q: 38 clusters Score -1.543371e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1859 members 
Mstep: Class 3 contains 66078 members 
Mstep: Class 4 contains 45442 members 
Mstep: Class 5 contains 73515 members 
Mstep: Class 6 contains 14148 members 
Mstep: Class 7 contains 32463 members 
Mstep: Class 8 contains 138466 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 12023 members 
Mstep: Class 11 contains 26460 members 
Mstep: Class 12 contains 35450 members 
Mstep: Class 13 contains 17725 members 
Mstep: Class 14 contains 3974 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 6032 members 
Mstep: Class 18 contains 19717 members 
Mstep: Class 19 contains 8955 members 
Mstep: Class 20 contains 20101 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 99289 members 
Mstep: Class 23 contains 17283 members 
Mstep: Class 24 contains 3761 members 
Mstep: Class 25 contains 94003 members 
Mstep: Class 26 contains 15906 members 
Mstep: Class 27 contains 6394 members 
Mstep: Class 28 contains 36027 members 
Mstep: Class 29 contains 106212 members 
Mstep: Class 30 contains 66029 members 
Mstep: Class 31 contains 5605 members 
Mstep: Class 32 contains 6846 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 240323 members 
Mstep: Class 35 contains 34926 members 
Mstep: Class 36 contains 6532 members 
Mstep: Class 37 contains 18894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154337344.000000 Penalty: 129271.039062
Iteration 67Q: 38 clusters Score -1.543373e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1857 members 
Mstep: Class 3 contains 66215 members 
Mstep: Class 4 contains 45205 members 
Mstep: Class 5 contains 73578 members 
Mstep: Class 6 contains 14122 members 
Mstep: Class 7 contains 32476 members 
Mstep: Class 8 contains 138485 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 12009 members 
Mstep: Class 11 contains 26548 members 
Mstep: Class 12 contains 35453 members 
Mstep: Class 13 contains 17671 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 7275 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 6206 members 
Mstep: Class 18 contains 19662 members 
Mstep: Class 19 contains 8952 members 
Mstep: Class 20 contains 20093 members 
Mstep: Class 21 contains 6029 members 
Mstep: Class 22 contains 99250 members 
Mstep: Class 23 contains 17286 members 
Mstep: Class 24 contains 3773 members 
Mstep: Class 25 contains 93986 members 
Mstep: Class 26 contains 15904 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 36054 members 
Mstep: Class 29 contains 106252 members 
Mstep: Class 30 contains 65903 members 
Mstep: Class 31 contains 5602 members 
Mstep: Class 32 contains 6853 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 240244 members 
Mstep: Class 35 contains 34954 members 
Mstep: Class 36 contains 6523 members 
Mstep: Class 37 contains 18887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154338080.000000 Penalty: 129271.039062
Iteration 68Q: 38 clusters Score -1.543381e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 66266 members 
Mstep: Class 4 contains 45084 members 
Mstep: Class 5 contains 73578 members 
Mstep: Class 6 contains 14106 members 
Mstep: Class 7 contains 32481 members 
Mstep: Class 8 contains 138494 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 11997 members 
Mstep: Class 11 contains 26622 members 
Mstep: Class 12 contains 35454 members 
Mstep: Class 13 contains 17610 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 6389 members 
Mstep: Class 18 contains 19614 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 20104 members 
Mstep: Class 21 contains 6041 members 
Mstep: Class 22 contains 99222 members 
Mstep: Class 23 contains 17290 members 
Mstep: Class 24 contains 3786 members 
Mstep: Class 25 contains 93982 members 
Mstep: Class 26 contains 15899 members 
Mstep: Class 27 contains 6615 members 
Mstep: Class 28 contains 36079 members 
Mstep: Class 29 contains 106297 members 
Mstep: Class 30 contains 65780 members 
Mstep: Class 31 contains 5594 members 
Mstep: Class 32 contains 6860 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 240180 members 
Mstep: Class 35 contains 34977 members 
Mstep: Class 36 contains 6518 members 
Mstep: Class 37 contains 18884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154338352.000000 Penalty: 129271.039062
Iteration 69Q: 38 clusters Score -1.543384e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 1859 members 
Mstep: Class 3 contains 66272 members 
Mstep: Class 4 contains 44950 members 
Mstep: Class 5 contains 73609 members 
Mstep: Class 6 contains 14092 members 
Mstep: Class 7 contains 32490 members 
Mstep: Class 8 contains 138522 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 11987 members 
Mstep: Class 11 contains 26691 members 
Mstep: Class 12 contains 35449 members 
Mstep: Class 13 contains 17550 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 7010 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 19564 members 
Mstep: Class 19 contains 8947 members 
Mstep: Class 20 contains 20113 members 
Mstep: Class 21 contains 6041 members 
Mstep: Class 22 contains 99212 members 
Mstep: Class 23 contains 17293 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 93968 members 
Mstep: Class 26 contains 15917 members 
Mstep: Class 27 contains 6763 members 
Mstep: Class 28 contains 36103 members 
Mstep: Class 29 contains 106339 members 
Mstep: Class 30 contains 65682 members 
Mstep: Class 31 contains 5586 members 
Mstep: Class 32 contains 6865 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 240134 members 
Mstep: Class 35 contains 35011 members 
Mstep: Class 36 contains 6510 members 
Mstep: Class 37 contains 18876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154338960.000000 Penalty: 129271.039062
Iteration 70Q: 38 clusters Score -1.54339e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1857 members 
Mstep: Class 3 contains 66260 members 
Mstep: Class 4 contains 44815 members 
Mstep: Class 5 contains 73633 members 
Mstep: Class 6 contains 14069 members 
Mstep: Class 7 contains 32511 members 
Mstep: Class 8 contains 138563 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 11979 members 
Mstep: Class 11 contains 26742 members 
Mstep: Class 12 contains 35452 members 
Mstep: Class 13 contains 17469 members 
Mstep: Class 14 contains 3970 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 6693 members 
Mstep: Class 18 contains 19532 members 
Mstep: Class 19 contains 8943 members 
Mstep: Class 20 contains 20113 members 
Mstep: Class 21 contains 6044 members 
Mstep: Class 22 contains 99199 members 
Mstep: Class 23 contains 17297 members 
Mstep: Class 24 contains 3779 members 
Mstep: Class 25 contains 93957 members 
Mstep: Class 26 contains 15921 members 
Mstep: Class 27 contains 6929 members 
Mstep: Class 28 contains 36119 members 
Mstep: Class 29 contains 106360 members 
Mstep: Class 30 contains 65608 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 6865 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 240099 members 
Mstep: Class 35 contains 35041 members 
Mstep: Class 36 contains 6506 members 
Mstep: Class 37 contains 18875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154339184.000000 Penalty: 129271.039062
Iteration 71Q: 38 clusters Score -1.543392e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 1856 members 
Mstep: Class 3 contains 66259 members 
Mstep: Class 4 contains 44705 members 
Mstep: Class 5 contains 73660 members 
Mstep: Class 6 contains 14059 members 
Mstep: Class 7 contains 32519 members 
Mstep: Class 8 contains 138586 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 11965 members 
Mstep: Class 11 contains 26785 members 
Mstep: Class 12 contains 35450 members 
Mstep: Class 13 contains 17373 members 
Mstep: Class 14 contains 3970 members 
Mstep: Class 15 contains 6829 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 19505 members 
Mstep: Class 19 contains 8937 members 
Mstep: Class 20 contains 20112 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 99185 members 
Mstep: Class 23 contains 17303 members 
Mstep: Class 24 contains 3779 members 
Mstep: Class 25 contains 93943 members 
Mstep: Class 26 contains 15916 members 
Mstep: Class 27 contains 7047 members 
Mstep: Class 28 contains 36114 members 
Mstep: Class 29 contains 106374 members 
Mstep: Class 30 contains 65550 members 
Mstep: Class 31 contains 5576 members 
Mstep: Class 32 contains 6883 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 240067 members 
Mstep: Class 35 contains 35071 members 
Mstep: Class 36 contains 6502 members 
Mstep: Class 37 contains 18872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154338960.000000 Penalty: 129271.039062
Iteration 72Q: 38 clusters Score -1.54339e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 66229 members 
Mstep: Class 4 contains 44618 members 
Mstep: Class 5 contains 73691 members 
Mstep: Class 6 contains 14059 members 
Mstep: Class 7 contains 32525 members 
Mstep: Class 8 contains 138609 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 11955 members 
Mstep: Class 11 contains 26824 members 
Mstep: Class 12 contains 35450 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 3970 members 
Mstep: Class 15 contains 6777 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 6982 members 
Mstep: Class 18 contains 19495 members 
Mstep: Class 19 contains 8935 members 
Mstep: Class 20 contains 20113 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 99157 members 
Mstep: Class 23 contains 17305 members 
Mstep: Class 24 contains 3781 members 
Mstep: Class 25 contains 93940 members 
Mstep: Class 26 contains 15921 members 
Mstep: Class 27 contains 7126 members 
Mstep: Class 28 contains 36124 members 
Mstep: Class 29 contains 106388 members 
Mstep: Class 30 contains 65493 members 
Mstep: Class 31 contains 5568 members 
Mstep: Class 32 contains 6895 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 240051 members 
Mstep: Class 35 contains 35087 members 
Mstep: Class 36 contains 6494 members 
Mstep: Class 37 contains 18864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154339088.000000 Penalty: 129271.039062
Iteration 73Q: 38 clusters Score -1.543391e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 66224 members 
Mstep: Class 4 contains 44537 members 
Mstep: Class 5 contains 73711 members 
Mstep: Class 6 contains 14059 members 
Mstep: Class 7 contains 32525 members 
Mstep: Class 8 contains 138640 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 11941 members 
Mstep: Class 11 contains 26863 members 
Mstep: Class 12 contains 35449 members 
Mstep: Class 13 contains 17221 members 
Mstep: Class 14 contains 3970 members 
Mstep: Class 15 contains 6740 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 19477 members 
Mstep: Class 19 contains 8934 members 
Mstep: Class 20 contains 20102 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 99146 members 
Mstep: Class 23 contains 17304 members 
Mstep: Class 24 contains 3787 members 
Mstep: Class 25 contains 93930 members 
Mstep: Class 26 contains 15922 members 
Mstep: Class 27 contains 7197 members 
Mstep: Class 28 contains 36125 members 
Mstep: Class 29 contains 106400 members 
Mstep: Class 30 contains 65435 members 
Mstep: Class 31 contains 5561 members 
Mstep: Class 32 contains 6901 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 240025 members 
Mstep: Class 35 contains 35112 members 
Mstep: Class 36 contains 6483 members 
Mstep: Class 37 contains 18857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154339216.000000 Penalty: 129271.039062
Iteration 74Q: 38 clusters Score -1.543392e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1852 members 
Mstep: Class 3 contains 66203 members 
Mstep: Class 4 contains 44472 members 
Mstep: Class 5 contains 73731 members 
Mstep: Class 6 contains 14048 members 
Mstep: Class 7 contains 32528 members 
Mstep: Class 8 contains 138667 members 
Mstep: Class 9 contains 2656 members 
Mstep: Class 10 contains 11926 members 
Mstep: Class 11 contains 26902 members 
Mstep: Class 12 contains 35448 members 
Mstep: Class 13 contains 17163 members 
Mstep: Class 14 contains 3970 members 
Mstep: Class 15 contains 6721 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 7198 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 8932 members 
Mstep: Class 20 contains 20087 members 
Mstep: Class 21 contains 6074 members 
Mstep: Class 22 contains 99137 members 
Mstep: Class 23 contains 17305 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 93916 members 
Mstep: Class 26 contains 15932 members 
Mstep: Class 27 contains 7252 members 
Mstep: Class 28 contains 36128 members 
Mstep: Class 29 contains 106409 members 
Mstep: Class 30 contains 65400 members 
Mstep: Class 31 contains 5557 members 
Mstep: Class 32 contains 6909 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 240000 members 
Mstep: Class 35 contains 35137 members 
Mstep: Class 36 contains 6476 members 
Mstep: Class 37 contains 18853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154339152.000000 Penalty: 129271.039062
Iteration 75Q: 38 clusters Score -1.543392e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1852 members 
Mstep: Class 3 contains 66192 members 
Mstep: Class 4 contains 44415 members 
Mstep: Class 5 contains 73745 members 
Mstep: Class 6 contains 14039 members 
Mstep: Class 7 contains 32534 members 
Mstep: Class 8 contains 138691 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 11913 members 
Mstep: Class 11 contains 26927 members 
Mstep: Class 12 contains 35447 members 
Mstep: Class 13 contains 17113 members 
Mstep: Class 14 contains 3970 members 
Mstep: Class 15 contains 6709 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 7296 members 
Mstep: Class 18 contains 19454 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 20078 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 99121 members 
Mstep: Class 23 contains 17307 members 
Mstep: Class 24 contains 3795 members 
Mstep: Class 25 contains 93908 members 
Mstep: Class 26 contains 15923 members 
Mstep: Class 27 contains 7286 members 
Mstep: Class 28 contains 36130 members 
Mstep: Class 29 contains 106422 members 
Mstep: Class 30 contains 65346 members 
Mstep: Class 31 contains 5558 members 
Mstep: Class 32 contains 6918 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239988 members 
Mstep: Class 35 contains 35147 members 
Mstep: Class 36 contains 6471 members 
Mstep: Class 37 contains 18850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154338912.000000 Penalty: 129271.039062
Iteration 76Q: 38 clusters Score -1.543389e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 66168 members 
Mstep: Class 4 contains 44376 members 
Mstep: Class 5 contains 73766 members 
Mstep: Class 6 contains 14040 members 
Mstep: Class 7 contains 32539 members 
Mstep: Class 8 contains 138707 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 11902 members 
Mstep: Class 11 contains 26954 members 
Mstep: Class 12 contains 35447 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 6702 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 7399 members 
Mstep: Class 18 contains 19435 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 20065 members 
Mstep: Class 21 contains 6078 members 
Mstep: Class 22 contains 99106 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 3801 members 
Mstep: Class 25 contains 93896 members 
Mstep: Class 26 contains 15927 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 36139 members 
Mstep: Class 29 contains 106433 members 
Mstep: Class 30 contains 65286 members 
Mstep: Class 31 contains 5559 members 
Mstep: Class 32 contains 6926 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239978 members 
Mstep: Class 35 contains 35152 members 
Mstep: Class 36 contains 6458 members 
Mstep: Class 37 contains 18848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154339056.000000 Penalty: 129271.039062
Iteration 77Q: 38 clusters Score -1.543391e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 66145 members 
Mstep: Class 4 contains 44342 members 
Mstep: Class 5 contains 73786 members 
Mstep: Class 6 contains 14035 members 
Mstep: Class 7 contains 32540 members 
Mstep: Class 8 contains 138719 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 11895 members 
Mstep: Class 11 contains 26981 members 
Mstep: Class 12 contains 35447 members 
Mstep: Class 13 contains 16996 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 6697 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 7499 members 
Mstep: Class 18 contains 19422 members 
Mstep: Class 19 contains 8929 members 
Mstep: Class 20 contains 20054 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 99102 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 93892 members 
Mstep: Class 26 contains 15922 members 
Mstep: Class 27 contains 7336 members 
Mstep: Class 28 contains 36140 members 
Mstep: Class 29 contains 106437 members 
Mstep: Class 30 contains 65254 members 
Mstep: Class 31 contains 5558 members 
Mstep: Class 32 contains 6930 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239964 members 
Mstep: Class 35 contains 35162 members 
Mstep: Class 36 contains 6450 members 
Mstep: Class 37 contains 18844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154339392.000000 Penalty: 129271.039062
Iteration 78Q: 38 clusters Score -1.543394e+08 nChanged 529
Entering ConstructFrom: 
Score: -154339392.000000 Penalty: 129271.039062
Entering ConstructFrom: 
Trying to split cluster 1 (15297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Entering Unmasked Estep 
Score: -1786789.000000 Penalty: 2389.582275
	Iteration 0F: 2 clusters Score -1786789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1775895.875000 Penalty: 4779.164551
	Iteration 0F: 3 clusters Score -1775896 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1779875.375000 Penalty: 4779.164551
	Iteration 1F: 3 clusters Score -1779875 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1780768.500000 Penalty: 4779.164551
	Iteration 2F: 3 clusters Score -1780768 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1781730.875000 Penalty: 4779.164551
	Iteration 3F: 3 clusters Score -1781731 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1782887.750000 Penalty: 4779.164551
	Iteration 4F: 3 clusters Score -1782888 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1783956.250000 Penalty: 4779.164551
	Iteration 5F: 3 clusters Score -1783956 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1784696.500000 Penalty: 4779.164551
	Iteration 6F: 3 clusters Score -1784696 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1785136.500000 Penalty: 4779.164551
	Iteration 7Q: 3 clusters Score -1785136 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1785346.000000 Penalty: 4779.164551
	Iteration 8Q: 3 clusters Score -1785346 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1785468.625000 Penalty: 4779.164551
	Iteration 9Q: 3 clusters Score -1785469 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1785529.875000 Penalty: 4779.164551
	Iteration 10Q: 3 clusters Score -1785530 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1785558.625000 Penalty: 4779.164551
	Iteration 11Q: 3 clusters Score -1785559 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1785577.125000 Penalty: 4779.164551
	Iteration 12Q: 3 clusters Score -1785577 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1785583.875000 Penalty: 4779.164551
	Iteration 13Q: 3 clusters Score -1785584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1785595.500000 Penalty: 4779.164551
	Iteration 14Q: 3 clusters Score -1785596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1785601.500000 Penalty: 4779.164551
	Iteration 15Q: 3 clusters Score -1785602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1785611.250000 Penalty: 4779.164551
	Iteration 16Q: 3 clusters Score -1785611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1785610.125000 Penalty: 4779.164551
	Iteration 17Q: 3 clusters Score -1785610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1785614.375000 Penalty: 4779.164551
	Iteration 18Q: 3 clusters Score -1785614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1785612.750000 Penalty: 4779.164551
	Iteration 19Q: 3 clusters Score -1785613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1785620.375000 Penalty: 4779.164551
	Iteration 20F: 3 clusters Score -1785620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1785620.000000 Penalty: 4779.164551
	Iteration 21Q: 3 clusters Score -1785620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1785621.000000 Penalty: 4779.164551
	Iteration 22Q: 3 clusters Score -1785621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1785621.125000 Penalty: 4779.164551
	Iteration 23Q: 3 clusters Score -1785621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1785623.500000 Penalty: 4779.164551
	Iteration 24Q: 3 clusters Score -1785624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1785621.125000 Penalty: 4779.164551
	Iteration 25Q: 3 clusters Score -1785621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1785621.875000 Penalty: 4779.164551
	Iteration 26Q: 3 clusters Score -1785622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1785621.875000 Penalty: 4779.164551
	Iteration 27F: 3 clusters Score -1785622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -217656.046875 Penalty: 1866.091187
	Iteration 0F: 2 clusters Score -217656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -215119.796875 Penalty: 3732.182373
	Iteration 0F: 3 clusters Score -215119.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -215560.093750 Penalty: 3732.182373
	Iteration 1F: 3 clusters Score -215560.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -215680.281250 Penalty: 3732.182373
	Iteration 2F: 3 clusters Score -215680.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -215751.859375 Penalty: 3732.182373
	Iteration 3Q: 3 clusters Score -215751.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -215791.375000 Penalty: 3732.182373
	Iteration 4Q: 3 clusters Score -215791.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -215807.828125 Penalty: 3732.182373
	Iteration 5Q: 3 clusters Score -215807.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -215821.000000 Penalty: 3732.182373
	Iteration 6Q: 3 clusters Score -215821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -215833.140625 Penalty: 3732.182373
	Iteration 7Q: 3 clusters Score -215833.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -215846.031250 Penalty: 3732.182373
	Iteration 8Q: 3 clusters Score -215846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -215859.453125 Penalty: 3732.182373
	Iteration 9Q: 3 clusters Score -215859.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -215870.312500 Penalty: 3732.182373
	Iteration 10Q: 3 clusters Score -215870.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -215877.203125 Penalty: 3732.182373
	Iteration 11Q: 3 clusters Score -215877.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -215880.015625 Penalty: 3732.182373
	Iteration 12Q: 3 clusters Score -215880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -215884.328125 Penalty: 3732.182373
	Iteration 13Q: 3 clusters Score -215884.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -215888.390625 Penalty: 3732.182373
	Iteration 14Q: 3 clusters Score -215888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -215891.421875 Penalty: 3732.182373
	Iteration 15Q: 3 clusters Score -215891.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -215892.078125 Penalty: 3732.182373
	Iteration 16Q: 3 clusters Score -215892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -215894.406250 Penalty: 3732.182373
	Iteration 17Q: 3 clusters Score -215894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -215895.250000 Penalty: 3732.182373
	Iteration 18Q: 3 clusters Score -215895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -215895.250000 Penalty: 3732.182373
	Iteration 19F: 3 clusters Score -215895.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (66130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Entering Unmasked Estep 
Score: -7955850.000000 Penalty: 2752.645752
	Iteration 0F: 2 clusters Score -7955850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -7911442.500000 Penalty: 5505.291504
	Iteration 0F: 3 clusters Score -7911442 nChanged 30815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -7929340.500000 Penalty: 5505.291504
	Iteration 1F: 3 clusters Score -7929340 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -7931108.500000 Penalty: 5505.291504
	Iteration 2Q: 3 clusters Score -7931108 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -7934277.500000 Penalty: 5505.291504
	Iteration 3F: 3 clusters Score -7934278 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -7939109.000000 Penalty: 5505.291504
	Iteration 4F: 3 clusters Score -7939109 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -7944596.000000 Penalty: 5505.291504
	Iteration 5F: 3 clusters Score -7944596 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -7949607.500000 Penalty: 5505.291504
	Iteration 6F: 3 clusters Score -7949608 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -7953221.000000 Penalty: 5505.291504
	Iteration 7F: 3 clusters Score -7953221 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -7955259.000000 Penalty: 5505.291504
	Iteration 8F: 3 clusters Score -7955259 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -7956317.500000 Penalty: 5505.291504
	Iteration 9Q: 3 clusters Score -7956318 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -7956928.000000 Penalty: 5505.291504
	Iteration 10Q: 3 clusters Score -7956928 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -7957292.000000 Penalty: 5505.291504
	Iteration 11Q: 3 clusters Score -7957292 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -7957586.500000 Penalty: 5505.291504
	Iteration 12Q: 3 clusters Score -7957586 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -7957803.500000 Penalty: 5505.291504
	Iteration 13Q: 3 clusters Score -7957804 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -7957956.500000 Penalty: 5505.291504
	Iteration 14Q: 3 clusters Score -7957956 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -7958093.000000 Penalty: 5505.291504
	Iteration 15Q: 3 clusters Score -7958093 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -7958184.000000 Penalty: 5505.291504
	Iteration 16Q: 3 clusters Score -7958184 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -7958299.500000 Penalty: 5505.291504
	Iteration 17Q: 3 clusters Score -7958300 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -7958361.500000 Penalty: 5505.291504
	Iteration 18Q: 3 clusters Score -7958362 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -7958437.500000 Penalty: 5505.291504
	Iteration 19Q: 3 clusters Score -7958438 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -7958520.500000 Penalty: 5505.291504
	Iteration 20F: 3 clusters Score -7958520 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -7958602.000000 Penalty: 5505.291504
	Iteration 21Q: 3 clusters Score -7958602 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -7958676.500000 Penalty: 5505.291504
	Iteration 22Q: 3 clusters Score -7958676 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -7958744.500000 Penalty: 5505.291504
	Iteration 23Q: 3 clusters Score -7958744 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -7958824.500000 Penalty: 5505.291504
	Iteration 24Q: 3 clusters Score -7958824 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -7958927.500000 Penalty: 5505.291504
	Iteration 25Q: 3 clusters Score -7958928 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -7958998.500000 Penalty: 5505.291504
	Iteration 26Q: 3 clusters Score -7958998 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -7959100.500000 Penalty: 5505.291504
	Iteration 27Q: 3 clusters Score -7959100 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -7959220.500000 Penalty: 5505.291504
	Iteration 28Q: 3 clusters Score -7959220 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -7959370.500000 Penalty: 5505.291504
	Iteration 29Q: 3 clusters Score -7959370 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -7959479.500000 Penalty: 5505.291504
	Iteration 30Q: 3 clusters Score -7959480 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -7959605.000000 Penalty: 5505.291504
	Iteration 31Q: 3 clusters Score -7959605 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -7959795.000000 Penalty: 5505.291504
	Iteration 32Q: 3 clusters Score -7959795 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -7960057.500000 Penalty: 5505.291504
	Iteration 33Q: 3 clusters Score -7960058 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -7960344.500000 Penalty: 5505.291504
	Iteration 34Q: 3 clusters Score -7960344 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -7960778.000000 Penalty: 5505.291504
	Iteration 35Q: 3 clusters Score -7960778 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -7961177.000000 Penalty: 5505.291504
	Iteration 36Q: 3 clusters Score -7961177 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -7961526.000000 Penalty: 5505.291504
	Iteration 37Q: 3 clusters Score -7961526 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -7961720.000000 Penalty: 5505.291504
	Iteration 38Q: 3 clusters Score -7961720 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -7961835.500000 Penalty: 5505.291504
	Iteration 39Q: 3 clusters Score -7961836 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -7961953.500000 Penalty: 5505.291504
	Iteration 40F: 3 clusters Score -7961954 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -7962022.000000 Penalty: 5505.291504
	Iteration 41Q: 3 clusters Score -7962022 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -7962068.000000 Penalty: 5505.291504
	Iteration 42Q: 3 clusters Score -7962068 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -7962091.000000 Penalty: 5505.291504
	Iteration 43Q: 3 clusters Score -7962091 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -7962135.000000 Penalty: 5505.291504
	Iteration 44Q: 3 clusters Score -7962135 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -7962143.500000 Penalty: 5505.291504
	Iteration 45Q: 3 clusters Score -7962144 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -7962140.500000 Penalty: 5505.291504
	Iteration 46Q: 3 clusters Score -7962140 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -7962155.000000 Penalty: 5505.291504
	Iteration 47Q: 3 clusters Score -7962155 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -7962167.500000 Penalty: 5505.291504
	Iteration 48Q: 3 clusters Score -7962168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -7962158.000000 Penalty: 5505.291504
	Iteration 49Q: 3 clusters Score -7962158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -7962171.500000 Penalty: 5505.291504
	Iteration 50Q: 3 clusters Score -7962172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -7962200.000000 Penalty: 5505.291504
	Iteration 51Q: 3 clusters Score -7962200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -7962180.500000 Penalty: 5505.291504
	Iteration 52Q: 3 clusters Score -7962180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -7962195.000000 Penalty: 5505.291504
	Iteration 53Q: 3 clusters Score -7962195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -7962196.000000 Penalty: 5505.291504
	Iteration 54Q: 3 clusters Score -7962196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -7962194.500000 Penalty: 5505.291504
	Iteration 55Q: 3 clusters Score -7962194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -7962196.000000 Penalty: 5505.291504
	Iteration 56Q: 3 clusters Score -7962196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -7962192.500000 Penalty: 5505.291504
	Iteration 57Q: 3 clusters Score -7962192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -7962191.000000 Penalty: 5505.291504
	Iteration 58Q: 3 clusters Score -7962191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -7962187.000000 Penalty: 5505.291504
	Iteration 59Q: 3 clusters Score -7962187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -7962179.000000 Penalty: 5505.291504
	Iteration 60F: 3 clusters Score -7962179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -7962181.500000 Penalty: 5505.291504
	Iteration 61Q: 3 clusters Score -7962182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -7962181.000000 Penalty: 5505.291504
	Iteration 62Q: 3 clusters Score -7962181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -7962194.500000 Penalty: 5505.291504
	Iteration 63Q: 3 clusters Score -7962194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -7962194.500000 Penalty: 5505.291504
	Iteration 64Q: 3 clusters Score -7962194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -7962197.500000 Penalty: 5505.291504
	Iteration 65Q: 3 clusters Score -7962198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -7962198.500000 Penalty: 5505.291504
	Iteration 66Q: 3 clusters Score -7962198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -7962197.000000 Penalty: 5505.291504
	Iteration 67Q: 3 clusters Score -7962197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -7962199.000000 Penalty: 5505.291504
	Iteration 68Q: 3 clusters Score -7962199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -7962198.000000 Penalty: 5505.291504
	Iteration 69Q: 3 clusters Score -7962198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -7962201.000000 Penalty: 5505.291504
	Iteration 70Q: 3 clusters Score -7962201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -7962199.000000 Penalty: 5505.291504
	Iteration 71Q: 3 clusters Score -7962199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -7962200.500000 Penalty: 5505.291504
	Iteration 72Q: 3 clusters Score -7962200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -7962200.000000 Penalty: 5505.291504
	Iteration 73Q: 3 clusters Score -7962200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -7962200.000000 Penalty: 5505.291504
	Iteration 74F: 3 clusters Score -7962200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 44308 members 
Mstep: Class 5 contains 73806 members 
Mstep: Class 6 contains 14029 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 35447 members 
Mstep: Class 13 contains 16918 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 20042 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Entering Unmasked Estep 
Score: -154347152.000000 Penalty: 132764.843750
Splitting cluster 3 changes total score from -154339392.000000 to -154347152.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 4 (44308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Entering Unmasked Estep 
Score: -5247679.000000 Penalty: 2653.332275
	Iteration 0F: 2 clusters Score -5247679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -5217581.500000 Penalty: 5306.664551
	Iteration 0F: 3 clusters Score -5217582 nChanged 20550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -5229786.500000 Penalty: 5306.664551
	Iteration 1F: 3 clusters Score -5229786 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -5231652.500000 Penalty: 5306.664551
	Iteration 2F: 3 clusters Score -5231652 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -5234254.500000 Penalty: 5306.664551
	Iteration 3F: 3 clusters Score -5234254 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -5237130.500000 Penalty: 5306.664551
	Iteration 4F: 3 clusters Score -5237130 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -5240405.500000 Penalty: 5306.664551
	Iteration 5F: 3 clusters Score -5240406 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -5243775.000000 Penalty: 5306.664551
	Iteration 6F: 3 clusters Score -5243775 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -5246564.500000 Penalty: 5306.664551
	Iteration 7F: 3 clusters Score -5246564 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -5248475.500000 Penalty: 5306.664551
	Iteration 8Q: 3 clusters Score -5248476 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -5249613.500000 Penalty: 5306.664551
	Iteration 9Q: 3 clusters Score -5249614 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -5250348.000000 Penalty: 5306.664551
	Iteration 10Q: 3 clusters Score -5250348 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -5250884.000000 Penalty: 5306.664551
	Iteration 11Q: 3 clusters Score -5250884 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -5251259.000000 Penalty: 5306.664551
	Iteration 12Q: 3 clusters Score -5251259 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -5251575.500000 Penalty: 5306.664551
	Iteration 13Q: 3 clusters Score -5251576 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -5251848.500000 Penalty: 5306.664551
	Iteration 14Q: 3 clusters Score -5251848 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -5252002.500000 Penalty: 5306.664551
	Iteration 15Q: 3 clusters Score -5252002 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -5252146.500000 Penalty: 5306.664551
	Iteration 16Q: 3 clusters Score -5252146 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -5252224.000000 Penalty: 5306.664551
	Iteration 17Q: 3 clusters Score -5252224 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -5252252.500000 Penalty: 5306.664551
	Iteration 18Q: 3 clusters Score -5252252 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -5252296.000000 Penalty: 5306.664551
	Iteration 19Q: 3 clusters Score -5252296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -5252315.000000 Penalty: 5306.664551
	Iteration 20F: 3 clusters Score -5252315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -5252327.000000 Penalty: 5306.664551
	Iteration 21Q: 3 clusters Score -5252327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -5252338.500000 Penalty: 5306.664551
	Iteration 22Q: 3 clusters Score -5252338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -5252342.000000 Penalty: 5306.664551
	Iteration 23Q: 3 clusters Score -5252342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -5252340.500000 Penalty: 5306.664551
	Iteration 24Q: 3 clusters Score -5252340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -5252339.000000 Penalty: 5306.664551
	Iteration 25Q: 3 clusters Score -5252339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -5252341.000000 Penalty: 5306.664551
	Iteration 26Q: 3 clusters Score -5252341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -5252340.500000 Penalty: 5306.664551
	Iteration 27Q: 3 clusters Score -5252340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5252338.500000 Penalty: 5306.664551
	Iteration 28Q: 3 clusters Score -5252338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -5252338.500000 Penalty: 5306.664551
	Iteration 29Q: 3 clusters Score -5252338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -5252343.500000 Penalty: 5306.664551
	Iteration 30Q: 3 clusters Score -5252344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -5252343.500000 Penalty: 5306.664551
	Iteration 31Q: 3 clusters Score -5252344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5252348.000000 Penalty: 5306.664551
	Iteration 32Q: 3 clusters Score -5252348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5252346.000000 Penalty: 5306.664551
	Iteration 33Q: 3 clusters Score -5252346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -5252344.500000 Penalty: 5306.664551
	Iteration 34Q: 3 clusters Score -5252344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -5252346.000000 Penalty: 5306.664551
	Iteration 35Q: 3 clusters Score -5252346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -5252346.000000 Penalty: 5306.664551
	Iteration 36F: 3 clusters Score -5252346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 73806 members 
Mstep: Class 6 contains 14029 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 35447 members 
Mstep: Class 13 contains 16918 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 20042 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Entering Unmasked Estep 
Score: -154351488.000000 Penalty: 136258.656250
Splitting cluster 4 changes total score from -154339392.000000 to -154351488.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 5 (73806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Entering Unmasked Estep 
Score: -8221603.500000 Penalty: 2779.880371
	Iteration 0F: 2 clusters Score -8221604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -8172219.000000 Penalty: 5559.760742
	Iteration 0F: 3 clusters Score -8172219 nChanged 34514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -8192434.500000 Penalty: 5559.760742
	Iteration 1F: 3 clusters Score -8192434 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -8193888.000000 Penalty: 5559.760742
	Iteration 2Q: 3 clusters Score -8193888 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -8195648.500000 Penalty: 5559.760742
	Iteration 3F: 3 clusters Score -8195648 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -8197511.000000 Penalty: 5559.760742
	Iteration 4F: 3 clusters Score -8197511 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -8199771.500000 Penalty: 5559.760742
	Iteration 5F: 3 clusters Score -8199772 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -8202361.000000 Penalty: 5559.760742
	Iteration 6F: 3 clusters Score -8202361 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -8205091.500000 Penalty: 5559.760742
	Iteration 7F: 3 clusters Score -8205092 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -8207765.500000 Penalty: 5559.760742
	Iteration 8F: 3 clusters Score -8207766 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -8210258.500000 Penalty: 5559.760742
	Iteration 9F: 3 clusters Score -8210258 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -8212335.500000 Penalty: 5559.760742
	Iteration 10Q: 3 clusters Score -8212336 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -8213911.500000 Penalty: 5559.760742
	Iteration 11Q: 3 clusters Score -8213912 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -8214997.500000 Penalty: 5559.760742
	Iteration 12Q: 3 clusters Score -8214998 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -8215816.000000 Penalty: 5559.760742
	Iteration 13Q: 3 clusters Score -8215816 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -8216464.000000 Penalty: 5559.760742
	Iteration 14Q: 3 clusters Score -8216464 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -8217021.500000 Penalty: 5559.760742
	Iteration 15Q: 3 clusters Score -8217022 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -8217524.000000 Penalty: 5559.760742
	Iteration 16Q: 3 clusters Score -8217524 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -8217968.500000 Penalty: 5559.760742
	Iteration 17Q: 3 clusters Score -8217968 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -8218324.000000 Penalty: 5559.760742
	Iteration 18Q: 3 clusters Score -8218324 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -8218669.000000 Penalty: 5559.760742
	Iteration 19Q: 3 clusters Score -8218669 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -8219021.500000 Penalty: 5559.760742
	Iteration 20F: 3 clusters Score -8219022 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -8219325.500000 Penalty: 5559.760742
	Iteration 21Q: 3 clusters Score -8219326 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -8219607.000000 Penalty: 5559.760742
	Iteration 22Q: 3 clusters Score -8219607 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -8219930.000000 Penalty: 5559.760742
	Iteration 23Q: 3 clusters Score -8219930 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -8220182.500000 Penalty: 5559.760742
	Iteration 24Q: 3 clusters Score -8220182 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -8220395.000000 Penalty: 5559.760742
	Iteration 25Q: 3 clusters Score -8220395 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -8220564.500000 Penalty: 5559.760742
	Iteration 26Q: 3 clusters Score -8220564 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -8220735.500000 Penalty: 5559.760742
	Iteration 27Q: 3 clusters Score -8220736 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -8220855.500000 Penalty: 5559.760742
	Iteration 28Q: 3 clusters Score -8220856 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -8220971.500000 Penalty: 5559.760742
	Iteration 29Q: 3 clusters Score -8220972 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -8221068.000000 Penalty: 5559.760742
	Iteration 30Q: 3 clusters Score -8221068 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -8221113.500000 Penalty: 5559.760742
	Iteration 31Q: 3 clusters Score -8221114 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -8221147.000000 Penalty: 5559.760742
	Iteration 32Q: 3 clusters Score -8221147 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -8221180.000000 Penalty: 5559.760742
	Iteration 33Q: 3 clusters Score -8221180 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -8221259.000000 Penalty: 5559.760742
	Iteration 34Q: 3 clusters Score -8221259 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
Score: -8221276.500000 Penalty: 5559.760742
	Iteration 35Q: 3 clusters Score -8221276 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
Score: -8221352.500000 Penalty: 5559.760742
	Iteration 36Q: 3 clusters Score -8221352 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -8221401.500000 Penalty: 5559.760742
	Iteration 37Q: 3 clusters Score -8221402 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 70540 members 
Entering Unmasked Estep 
Score: -8221435.500000 Penalty: 5559.760742
	Iteration 38Q: 3 clusters Score -8221436 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 70620 members 
Entering Unmasked Estep 
Score: -8221462.000000 Penalty: 5559.760742
	Iteration 39Q: 3 clusters Score -8221462 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -8221484.000000 Penalty: 5559.760742
	Iteration 40F: 3 clusters Score -8221484 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -8221521.500000 Penalty: 5559.760742
	Iteration 41Q: 3 clusters Score -8221522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -8221553.500000 Penalty: 5559.760742
	Iteration 42Q: 3 clusters Score -8221554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 70833 members 
Entering Unmasked Estep 
Score: -8221578.000000 Penalty: 5559.760742
	Iteration 43Q: 3 clusters Score -8221578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -8221598.500000 Penalty: 5559.760742
	Iteration 44Q: 3 clusters Score -8221598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -8221597.000000 Penalty: 5559.760742
	Iteration 45Q: 3 clusters Score -8221597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -8221633.000000 Penalty: 5559.760742
	Iteration 46Q: 3 clusters Score -8221633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -8221629.000000 Penalty: 5559.760742
	Iteration 47Q: 3 clusters Score -8221629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 70916 members 
Entering Unmasked Estep 
Score: -8221632.500000 Penalty: 5559.760742
	Iteration 48Q: 3 clusters Score -8221632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 70933 members 
Entering Unmasked Estep 
Score: -8221649.000000 Penalty: 5559.760742
	Iteration 49Q: 3 clusters Score -8221649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -8221644.000000 Penalty: 5559.760742
	Iteration 50Q: 3 clusters Score -8221644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 70954 members 
Entering Unmasked Estep 
Score: -8221652.500000 Penalty: 5559.760742
	Iteration 51Q: 3 clusters Score -8221652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -8221653.000000 Penalty: 5559.760742
	Iteration 52Q: 3 clusters Score -8221653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -8221667.500000 Penalty: 5559.760742
	Iteration 53Q: 3 clusters Score -8221668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -8221669.000000 Penalty: 5559.760742
	Iteration 54Q: 3 clusters Score -8221669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -8221682.000000 Penalty: 5559.760742
	Iteration 55Q: 3 clusters Score -8221682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -8221689.000000 Penalty: 5559.760742
	Iteration 56Q: 3 clusters Score -8221689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -8221689.000000 Penalty: 5559.760742
	Iteration 57Q: 3 clusters Score -8221689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -8221682.000000 Penalty: 5559.760742
	Iteration 58Q: 3 clusters Score -8221682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -8221687.500000 Penalty: 5559.760742
	Iteration 59Q: 3 clusters Score -8221688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -8221690.500000 Penalty: 5559.760742
	Iteration 60F: 3 clusters Score -8221690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -8221687.000000 Penalty: 5559.760742
	Iteration 61Q: 3 clusters Score -8221687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -8221692.000000 Penalty: 5559.760742
	Iteration 62Q: 3 clusters Score -8221692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -8221693.500000 Penalty: 5559.760742
	Iteration 63Q: 3 clusters Score -8221694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -8221688.000000 Penalty: 5559.760742
	Iteration 64Q: 3 clusters Score -8221688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -8221688.000000 Penalty: 5559.760742
	Iteration 65F: 3 clusters Score -8221688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 14029 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 35447 members 
Mstep: Class 13 contains 16918 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 20042 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Entering Unmasked Estep 
Score: -154350816.000000 Penalty: 139752.468750
Splitting cluster 5 changes total score from -154339392.000000 to -154350816.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 6 (14029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Entering Unmasked Estep 
Score: -1401035.875000 Penalty: 2368.122559
	Iteration 0F: 2 clusters Score -1401036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1390954.500000 Penalty: 4736.245117
	Iteration 0F: 3 clusters Score -1390954 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1396967.625000 Penalty: 4736.245117
	Iteration 1F: 3 clusters Score -1396968 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1401731.500000 Penalty: 4736.245117
	Iteration 2F: 3 clusters Score -1401732 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1404889.500000 Penalty: 4736.245117
	Iteration 3F: 3 clusters Score -1404890 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1406043.625000 Penalty: 4736.245117
	Iteration 4F: 3 clusters Score -1406044 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1406500.875000 Penalty: 4736.245117
	Iteration 5Q: 3 clusters Score -1406501 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1406764.375000 Penalty: 4736.245117
	Iteration 6Q: 3 clusters Score -1406764 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1406929.375000 Penalty: 4736.245117
	Iteration 7Q: 3 clusters Score -1406929 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1407034.625000 Penalty: 4736.245117
	Iteration 8Q: 3 clusters Score -1407035 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1407119.500000 Penalty: 4736.245117
	Iteration 9Q: 3 clusters Score -1407120 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1407206.125000 Penalty: 4736.245117
	Iteration 10Q: 3 clusters Score -1407206 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1407285.000000 Penalty: 4736.245117
	Iteration 11Q: 3 clusters Score -1407285 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1407349.625000 Penalty: 4736.245117
	Iteration 12Q: 3 clusters Score -1407350 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1407412.625000 Penalty: 4736.245117
	Iteration 13Q: 3 clusters Score -1407413 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1407492.875000 Penalty: 4736.245117
	Iteration 14Q: 3 clusters Score -1407493 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1407584.500000 Penalty: 4736.245117
	Iteration 15Q: 3 clusters Score -1407584 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1407668.500000 Penalty: 4736.245117
	Iteration 16Q: 3 clusters Score -1407668 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1407705.750000 Penalty: 4736.245117
	Iteration 17Q: 3 clusters Score -1407706 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1407741.375000 Penalty: 4736.245117
	Iteration 18Q: 3 clusters Score -1407741 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1407766.000000 Penalty: 4736.245117
	Iteration 19Q: 3 clusters Score -1407766 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1407788.250000 Penalty: 4736.245117
	Iteration 20F: 3 clusters Score -1407788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1407793.250000 Penalty: 4736.245117
	Iteration 21Q: 3 clusters Score -1407793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1407806.250000 Penalty: 4736.245117
	Iteration 22Q: 3 clusters Score -1407806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1407813.875000 Penalty: 4736.245117
	Iteration 23Q: 3 clusters Score -1407814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1407829.125000 Penalty: 4736.245117
	Iteration 24Q: 3 clusters Score -1407829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1407846.125000 Penalty: 4736.245117
	Iteration 25Q: 3 clusters Score -1407846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1407872.000000 Penalty: 4736.245117
	Iteration 26Q: 3 clusters Score -1407872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1407897.875000 Penalty: 4736.245117
	Iteration 27Q: 3 clusters Score -1407898 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1407940.375000 Penalty: 4736.245117
	Iteration 28Q: 3 clusters Score -1407940 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1407980.625000 Penalty: 4736.245117
	Iteration 29Q: 3 clusters Score -1407981 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1408023.625000 Penalty: 4736.245117
	Iteration 30Q: 3 clusters Score -1408024 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1408054.875000 Penalty: 4736.245117
	Iteration 31Q: 3 clusters Score -1408055 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1408082.500000 Penalty: 4736.245117
	Iteration 32Q: 3 clusters Score -1408082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1408115.250000 Penalty: 4736.245117
	Iteration 33Q: 3 clusters Score -1408115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1408131.250000 Penalty: 4736.245117
	Iteration 34Q: 3 clusters Score -1408131 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1408145.250000 Penalty: 4736.245117
	Iteration 35Q: 3 clusters Score -1408145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1408154.875000 Penalty: 4736.245117
	Iteration 36Q: 3 clusters Score -1408155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1408163.500000 Penalty: 4736.245117
	Iteration 37Q: 3 clusters Score -1408164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1408171.375000 Penalty: 4736.245117
	Iteration 38Q: 3 clusters Score -1408171 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1408177.375000 Penalty: 4736.245117
	Iteration 39Q: 3 clusters Score -1408177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1408196.625000 Penalty: 4736.245117
	Iteration 40F: 3 clusters Score -1408197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1408212.375000 Penalty: 4736.245117
	Iteration 41Q: 3 clusters Score -1408212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1408223.000000 Penalty: 4736.245117
	Iteration 42Q: 3 clusters Score -1408223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1408235.625000 Penalty: 4736.245117
	Iteration 43Q: 3 clusters Score -1408236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1408238.625000 Penalty: 4736.245117
	Iteration 44Q: 3 clusters Score -1408239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1408245.000000 Penalty: 4736.245117
	Iteration 45Q: 3 clusters Score -1408245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1408250.875000 Penalty: 4736.245117
	Iteration 46Q: 3 clusters Score -1408251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1408251.875000 Penalty: 4736.245117
	Iteration 47Q: 3 clusters Score -1408252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1408253.375000 Penalty: 4736.245117
	Iteration 48Q: 3 clusters Score -1408253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1408255.375000 Penalty: 4736.245117
	Iteration 49Q: 3 clusters Score -1408255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1408256.125000 Penalty: 4736.245117
	Iteration 50Q: 3 clusters Score -1408256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1408258.375000 Penalty: 4736.245117
	Iteration 51Q: 3 clusters Score -1408258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1408256.000000 Penalty: 4736.245117
	Iteration 52Q: 3 clusters Score -1408256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1408254.500000 Penalty: 4736.245117
	Iteration 53Q: 3 clusters Score -1408254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1408255.125000 Penalty: 4736.245117
	Iteration 54Q: 3 clusters Score -1408255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1408258.125000 Penalty: 4736.245117
	Iteration 55Q: 3 clusters Score -1408258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1408255.000000 Penalty: 4736.245117
	Iteration 56Q: 3 clusters Score -1408255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1408255.000000 Penalty: 4736.245117
	Iteration 57F: 3 clusters Score -1408255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 35447 members 
Mstep: Class 13 contains 16918 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 20042 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Entering Unmasked Estep 
Score: -154355552.000000 Penalty: 143246.281250
Splitting cluster 6 changes total score from -154339392.000000 to -154355552.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 7 (32545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Entering Unmasked Estep 
Score: -3948132.500000 Penalty: 2576.813965
	Iteration 0F: 2 clusters Score -3948132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3925881.000000 Penalty: 5153.627930
	Iteration 0F: 3 clusters Score -3925881 nChanged 14689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3933808.500000 Penalty: 5153.627930
	Iteration 1F: 3 clusters Score -3933808 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -3934323.250000 Penalty: 5153.627930
	Iteration 2Q: 3 clusters Score -3934323 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3934826.000000 Penalty: 5153.627930
	Iteration 3Q: 3 clusters Score -3934826 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -3935343.500000 Penalty: 5153.627930
	Iteration 4Q: 3 clusters Score -3935344 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3935979.000000 Penalty: 5153.627930
	Iteration 5Q: 3 clusters Score -3935979 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3936810.250000 Penalty: 5153.627930
	Iteration 6Q: 3 clusters Score -3936810 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -3937896.000000 Penalty: 5153.627930
	Iteration 7F: 3 clusters Score -3937896 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -3939005.750000 Penalty: 5153.627930
	Iteration 8F: 3 clusters Score -3939006 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3940029.750000 Penalty: 5153.627930
	Iteration 9Q: 3 clusters Score -3940030 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3940960.750000 Penalty: 5153.627930
	Iteration 10Q: 3 clusters Score -3940961 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -3941864.500000 Penalty: 5153.627930
	Iteration 11Q: 3 clusters Score -3941864 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -3942608.750000 Penalty: 5153.627930
	Iteration 12Q: 3 clusters Score -3942609 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3943302.000000 Penalty: 5153.627930
	Iteration 13Q: 3 clusters Score -3943302 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -3943875.750000 Penalty: 5153.627930
	Iteration 14Q: 3 clusters Score -3943876 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -3944287.250000 Penalty: 5153.627930
	Iteration 15Q: 3 clusters Score -3944287 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3944645.000000 Penalty: 5153.627930
	Iteration 16Q: 3 clusters Score -3944645 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3944920.250000 Penalty: 5153.627930
	Iteration 17Q: 3 clusters Score -3944920 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3945124.750000 Penalty: 5153.627930
	Iteration 18Q: 3 clusters Score -3945125 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -3945309.000000 Penalty: 5153.627930
	Iteration 19Q: 3 clusters Score -3945309 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3945442.500000 Penalty: 5153.627930
	Iteration 20F: 3 clusters Score -3945442 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -3945551.000000 Penalty: 5153.627930
	Iteration 21Q: 3 clusters Score -3945551 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3945631.250000 Penalty: 5153.627930
	Iteration 22Q: 3 clusters Score -3945631 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3945691.750000 Penalty: 5153.627930
	Iteration 23Q: 3 clusters Score -3945692 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -3945739.250000 Penalty: 5153.627930
	Iteration 24Q: 3 clusters Score -3945739 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3945795.750000 Penalty: 5153.627930
	Iteration 25Q: 3 clusters Score -3945796 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -3945834.250000 Penalty: 5153.627930
	Iteration 26Q: 3 clusters Score -3945834 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -3945870.500000 Penalty: 5153.627930
	Iteration 27Q: 3 clusters Score -3945870 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -3945890.000000 Penalty: 5153.627930
	Iteration 28Q: 3 clusters Score -3945890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -3945913.750000 Penalty: 5153.627930
	Iteration 29Q: 3 clusters Score -3945914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -3945925.750000 Penalty: 5153.627930
	Iteration 30Q: 3 clusters Score -3945926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -3945942.250000 Penalty: 5153.627930
	Iteration 31Q: 3 clusters Score -3945942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -3945950.750000 Penalty: 5153.627930
	Iteration 32Q: 3 clusters Score -3945951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -3945953.750000 Penalty: 5153.627930
	Iteration 33Q: 3 clusters Score -3945954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -3945960.250000 Penalty: 5153.627930
	Iteration 34Q: 3 clusters Score -3945960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -3945961.750000 Penalty: 5153.627930
	Iteration 35Q: 3 clusters Score -3945962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -3945968.250000 Penalty: 5153.627930
	Iteration 36Q: 3 clusters Score -3945968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -3945968.000000 Penalty: 5153.627930
	Iteration 37Q: 3 clusters Score -3945968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -3945975.000000 Penalty: 5153.627930
	Iteration 38Q: 3 clusters Score -3945975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -3945973.500000 Penalty: 5153.627930
	Iteration 39Q: 3 clusters Score -3945974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -3945980.750000 Penalty: 5153.627930
	Iteration 40F: 3 clusters Score -3945981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -3945983.000000 Penalty: 5153.627930
	Iteration 41Q: 3 clusters Score -3945983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -3945982.750000 Penalty: 5153.627930
	Iteration 42Q: 3 clusters Score -3945983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -3945983.750000 Penalty: 5153.627930
	Iteration 43Q: 3 clusters Score -3945984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -3945985.750000 Penalty: 5153.627930
	Iteration 44Q: 3 clusters Score -3945986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -3945984.000000 Penalty: 5153.627930
	Iteration 45Q: 3 clusters Score -3945984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -3945984.750000 Penalty: 5153.627930
	Iteration 46Q: 3 clusters Score -3945985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -3945984.750000 Penalty: 5153.627930
	Iteration 47F: 3 clusters Score -3945985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (138730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138730 members 
Entering Unmasked Estep 
Score: -16825026.000000 Penalty: 2936.390869
	Iteration 0F: 2 clusters Score -1.682503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
Score: -16732480.000000 Penalty: 5872.781738
	Iteration 0F: 3 clusters Score -1.673248e+07 nChanged 66165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -16771843.000000 Penalty: 5872.781738
	Iteration 1F: 3 clusters Score -1.677184e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -16774115.000000 Penalty: 5872.781738
	Iteration 2Q: 3 clusters Score -1.677412e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -16778328.000000 Penalty: 5872.781738
	Iteration 3F: 3 clusters Score -1.677833e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 99750 members 
Entering Unmasked Estep 
Score: -16785574.000000 Penalty: 5872.781738
	Iteration 4F: 3 clusters Score -1.678557e+07 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 112355 members 
Entering Unmasked Estep 
Score: -16796788.000000 Penalty: 5872.781738
	Iteration 5F: 3 clusters Score -1.679679e+07 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 124602 members 
Entering Unmasked Estep 
Score: -16808982.000000 Penalty: 5872.781738
	Iteration 6F: 3 clusters Score -1.680898e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 132706 members 
Entering Unmasked Estep 
Score: -16816884.000000 Penalty: 5872.781738
	Iteration 7F: 3 clusters Score -1.681688e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 136490 members 
Entering Unmasked Estep 
Score: -16820400.000000 Penalty: 5872.781738
	Iteration 8Q: 3 clusters Score -1.68204e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 137831 members 
Entering Unmasked Estep 
Score: -16821624.000000 Penalty: 5872.781738
	Iteration 9Q: 3 clusters Score -1.682162e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 138238 members 
Entering Unmasked Estep 
Score: -16821996.000000 Penalty: 5872.781738
	Iteration 10Q: 3 clusters Score -1.6822e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 138360 members 
Entering Unmasked Estep 
Score: -16822136.000000 Penalty: 5872.781738
	Iteration 11Q: 3 clusters Score -1.682214e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 138415 members 
Entering Unmasked Estep 
Score: -16822206.000000 Penalty: 5872.781738
	Iteration 12Q: 3 clusters Score -1.682221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 138436 members 
Entering Unmasked Estep 
Score: -16822224.000000 Penalty: 5872.781738
	Iteration 13Q: 3 clusters Score -1.682222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 138451 members 
Entering Unmasked Estep 
Score: -16822256.000000 Penalty: 5872.781738
	Iteration 14Q: 3 clusters Score -1.682226e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 138462 members 
Entering Unmasked Estep 
Score: -16822270.000000 Penalty: 5872.781738
	Iteration 15Q: 3 clusters Score -1.682227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 138469 members 
Entering Unmasked Estep 
Score: -16822282.000000 Penalty: 5872.781738
	Iteration 16Q: 3 clusters Score -1.682228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 138473 members 
Entering Unmasked Estep 
Score: -16822312.000000 Penalty: 5872.781738
	Iteration 17Q: 3 clusters Score -1.682231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 138478 members 
Entering Unmasked Estep 
Score: -16822320.000000 Penalty: 5872.781738
	Iteration 18Q: 3 clusters Score -1.682232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 138480 members 
Entering Unmasked Estep 
Score: -16822334.000000 Penalty: 5872.781738
	Iteration 19Q: 3 clusters Score -1.682233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 138482 members 
Entering Unmasked Estep 
Score: -16822344.000000 Penalty: 5872.781738
	Iteration 20F: 3 clusters Score -1.682234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 138483 members 
Entering Unmasked Estep 
Score: -16822338.000000 Penalty: 5872.781738
	Iteration 21Q: 3 clusters Score -1.682234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 138483 members 
Entering Unmasked Estep 
Score: -16822344.000000 Penalty: 5872.781738
	Iteration 22Q: 3 clusters Score -1.682234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 138483 members 
Entering Unmasked Estep 
Score: -16822348.000000 Penalty: 5872.781738
	Iteration 23Q: 3 clusters Score -1.682235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 138483 members 
Entering Unmasked Estep 
Score: -16822340.000000 Penalty: 5872.781738
	Iteration 24Q: 3 clusters Score -1.682234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 138485 members 
Entering Unmasked Estep 
Score: -16822336.000000 Penalty: 5872.781738
	Iteration 25Q: 3 clusters Score -1.682234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 138484 members 
Entering Unmasked Estep 
Score: -16822338.000000 Penalty: 5872.781738
	Iteration 26Q: 3 clusters Score -1.682234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 138484 members 
Entering Unmasked Estep 
Score: -16822338.000000 Penalty: 5872.781738
	Iteration 27F: 3 clusters Score -1.682234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -393006.031250 Penalty: 1956.400024
	Iteration 0F: 2 clusters Score -393006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -390398.218750 Penalty: 3912.800049
	Iteration 0F: 3 clusters Score -390398.2 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -392806.218750 Penalty: 3912.800049
	Iteration 1F: 3 clusters Score -392806.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -394860.437500 Penalty: 3912.800049
	Iteration 2F: 3 clusters Score -394860.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -395794.750000 Penalty: 3912.800049
	Iteration 3F: 3 clusters Score -395794.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -396461.500000 Penalty: 3912.800049
	Iteration 4F: 3 clusters Score -396461.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -396572.500000 Penalty: 3912.800049
	Iteration 5Q: 3 clusters Score -396572.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -396601.656250 Penalty: 3912.800049
	Iteration 6Q: 3 clusters Score -396601.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -396608.937500 Penalty: 3912.800049
	Iteration 7Q: 3 clusters Score -396608.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -396616.406250 Penalty: 3912.800049
	Iteration 8Q: 3 clusters Score -396616.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -396642.218750 Penalty: 3912.800049
	Iteration 9Q: 3 clusters Score -396642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -396644.906250 Penalty: 3912.800049
	Iteration 10Q: 3 clusters Score -396644.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -396624.625000 Penalty: 3912.800049
	Iteration 11Q: 3 clusters Score -396624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -396634.843750 Penalty: 3912.800049
	Iteration 12Q: 3 clusters Score -396634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -396606.875000 Penalty: 3912.800049
	Iteration 13Q: 3 clusters Score -396606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -396633.281250 Penalty: 3912.800049
	Iteration 14Q: 3 clusters Score -396633.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -396666.312500 Penalty: 3912.800049
	Iteration 15Q: 3 clusters Score -396666.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -396666.312500 Penalty: 3912.800049
	Iteration 16F: 3 clusters Score -396666.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 35447 members 
Mstep: Class 13 contains 16918 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 20042 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Entering Unmasked Estep 
Score: -154357952.000000 Penalty: 146740.093750
Splitting cluster 9 changes total score from -154339392.000000 to -154357952.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 10 (11893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Entering Unmasked Estep 
Score: -1427100.375000 Penalty: 2327.158936
	Iteration 0F: 2 clusters Score -1427100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1418312.875000 Penalty: 4654.317871
	Iteration 0F: 3 clusters Score -1418313 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1421099.625000 Penalty: 4654.317871
	Iteration 1F: 3 clusters Score -1421100 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1421891.000000 Penalty: 4654.317871
	Iteration 2F: 3 clusters Score -1421891 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1422991.625000 Penalty: 4654.317871
	Iteration 3F: 3 clusters Score -1422992 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1424233.125000 Penalty: 4654.317871
	Iteration 4F: 3 clusters Score -1424233 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1425259.750000 Penalty: 4654.317871
	Iteration 5F: 3 clusters Score -1425260 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1425852.000000 Penalty: 4654.317871
	Iteration 6F: 3 clusters Score -1425852 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1426126.875000 Penalty: 4654.317871
	Iteration 7Q: 3 clusters Score -1426127 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1426294.125000 Penalty: 4654.317871
	Iteration 8Q: 3 clusters Score -1426294 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1426403.375000 Penalty: 4654.317871
	Iteration 9Q: 3 clusters Score -1426403 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1426488.750000 Penalty: 4654.317871
	Iteration 10Q: 3 clusters Score -1426489 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1426558.875000 Penalty: 4654.317871
	Iteration 11Q: 3 clusters Score -1426559 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1426615.875000 Penalty: 4654.317871
	Iteration 12Q: 3 clusters Score -1426616 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1426666.750000 Penalty: 4654.317871
	Iteration 13Q: 3 clusters Score -1426667 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1426721.750000 Penalty: 4654.317871
	Iteration 14Q: 3 clusters Score -1426722 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1426761.250000 Penalty: 4654.317871
	Iteration 15Q: 3 clusters Score -1426761 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1426789.500000 Penalty: 4654.317871
	Iteration 16Q: 3 clusters Score -1426790 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1426810.250000 Penalty: 4654.317871
	Iteration 17Q: 3 clusters Score -1426810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1426824.875000 Penalty: 4654.317871
	Iteration 18Q: 3 clusters Score -1426825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1426841.250000 Penalty: 4654.317871
	Iteration 19Q: 3 clusters Score -1426841 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1426847.625000 Penalty: 4654.317871
	Iteration 20F: 3 clusters Score -1426848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1426862.125000 Penalty: 4654.317871
	Iteration 21Q: 3 clusters Score -1426862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1426863.125000 Penalty: 4654.317871
	Iteration 22Q: 3 clusters Score -1426863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1426869.125000 Penalty: 4654.317871
	Iteration 23Q: 3 clusters Score -1426869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1426880.500000 Penalty: 4654.317871
	Iteration 24Q: 3 clusters Score -1426880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1426880.000000 Penalty: 4654.317871
	Iteration 25Q: 3 clusters Score -1426880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1426881.000000 Penalty: 4654.317871
	Iteration 26Q: 3 clusters Score -1426881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1426884.250000 Penalty: 4654.317871
	Iteration 27Q: 3 clusters Score -1426884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1426887.125000 Penalty: 4654.317871
	Iteration 28Q: 3 clusters Score -1426887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1426891.750000 Penalty: 4654.317871
	Iteration 29Q: 3 clusters Score -1426892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1426891.250000 Penalty: 4654.317871
	Iteration 30Q: 3 clusters Score -1426891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1426887.375000 Penalty: 4654.317871
	Iteration 31Q: 3 clusters Score -1426887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1426890.375000 Penalty: 4654.317871
	Iteration 32Q: 3 clusters Score -1426890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1426893.500000 Penalty: 4654.317871
	Iteration 33Q: 3 clusters Score -1426894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1426892.875000 Penalty: 4654.317871
	Iteration 34Q: 3 clusters Score -1426893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1426894.000000 Penalty: 4654.317871
	Iteration 35Q: 3 clusters Score -1426894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1426897.500000 Penalty: 4654.317871
	Iteration 36Q: 3 clusters Score -1426898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1426896.750000 Penalty: 4654.317871
	Iteration 37Q: 3 clusters Score -1426897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1426895.750000 Penalty: 4654.317871
	Iteration 38Q: 3 clusters Score -1426896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1426897.750000 Penalty: 4654.317871
	Iteration 39Q: 3 clusters Score -1426898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1426898.125000 Penalty: 4654.317871
	Iteration 40F: 3 clusters Score -1426898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Entering Unmasked Estep 
Score: -3216228.500000 Penalty: 2530.536865
	Iteration 0F: 2 clusters Score -3216228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3197669.000000 Penalty: 5061.073730
	Iteration 0F: 3 clusters Score -3197669 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3204961.250000 Penalty: 5061.073730
	Iteration 1F: 3 clusters Score -3204961 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3206442.000000 Penalty: 5061.073730
	Iteration 2F: 3 clusters Score -3206442 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3208397.000000 Penalty: 5061.073730
	Iteration 3F: 3 clusters Score -3208397 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -3210266.000000 Penalty: 5061.073730
	Iteration 4F: 3 clusters Score -3210266 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -3211525.250000 Penalty: 5061.073730
	Iteration 5F: 3 clusters Score -3211525 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3212239.750000 Penalty: 5061.073730
	Iteration 6F: 3 clusters Score -3212240 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3212635.750000 Penalty: 5061.073730
	Iteration 7Q: 3 clusters Score -3212636 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -3212899.750000 Penalty: 5061.073730
	Iteration 8Q: 3 clusters Score -3212900 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -3213110.250000 Penalty: 5061.073730
	Iteration 9Q: 3 clusters Score -3213110 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3213317.250000 Penalty: 5061.073730
	Iteration 10Q: 3 clusters Score -3213317 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3213518.000000 Penalty: 5061.073730
	Iteration 11Q: 3 clusters Score -3213518 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3213704.250000 Penalty: 5061.073730
	Iteration 12Q: 3 clusters Score -3213704 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3213888.750000 Penalty: 5061.073730
	Iteration 13Q: 3 clusters Score -3213889 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3214042.500000 Penalty: 5061.073730
	Iteration 14Q: 3 clusters Score -3214042 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -3214159.250000 Penalty: 5061.073730
	Iteration 15Q: 3 clusters Score -3214159 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3214255.250000 Penalty: 5061.073730
	Iteration 16Q: 3 clusters Score -3214255 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3214362.250000 Penalty: 5061.073730
	Iteration 17Q: 3 clusters Score -3214362 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3214441.500000 Penalty: 5061.073730
	Iteration 18Q: 3 clusters Score -3214442 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3214488.500000 Penalty: 5061.073730
	Iteration 19Q: 3 clusters Score -3214488 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3214521.500000 Penalty: 5061.073730
	Iteration 20F: 3 clusters Score -3214522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3214547.500000 Penalty: 5061.073730
	Iteration 21Q: 3 clusters Score -3214548 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3214581.250000 Penalty: 5061.073730
	Iteration 22Q: 3 clusters Score -3214581 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3214609.000000 Penalty: 5061.073730
	Iteration 23Q: 3 clusters Score -3214609 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3214618.750000 Penalty: 5061.073730
	Iteration 24Q: 3 clusters Score -3214619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3214637.250000 Penalty: 5061.073730
	Iteration 25Q: 3 clusters Score -3214637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3214651.250000 Penalty: 5061.073730
	Iteration 26Q: 3 clusters Score -3214651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -3214668.750000 Penalty: 5061.073730
	Iteration 27Q: 3 clusters Score -3214669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3214680.750000 Penalty: 5061.073730
	Iteration 28Q: 3 clusters Score -3214681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3214687.500000 Penalty: 5061.073730
	Iteration 29Q: 3 clusters Score -3214688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3214693.250000 Penalty: 5061.073730
	Iteration 30Q: 3 clusters Score -3214693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3214692.000000 Penalty: 5061.073730
	Iteration 31Q: 3 clusters Score -3214692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3214700.250000 Penalty: 5061.073730
	Iteration 32Q: 3 clusters Score -3214700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3214699.500000 Penalty: 5061.073730
	Iteration 33Q: 3 clusters Score -3214700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3214706.000000 Penalty: 5061.073730
	Iteration 34Q: 3 clusters Score -3214706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3214706.500000 Penalty: 5061.073730
	Iteration 35Q: 3 clusters Score -3214706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3214707.500000 Penalty: 5061.073730
	Iteration 36Q: 3 clusters Score -3214708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3214706.250000 Penalty: 5061.073730
	Iteration 37Q: 3 clusters Score -3214706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -3214712.000000 Penalty: 5061.073730
	Iteration 38Q: 3 clusters Score -3214712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3214712.000000 Penalty: 5061.073730
	Iteration 39Q: 3 clusters Score -3214712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3214710.500000 Penalty: 5061.073730
	Iteration 40F: 3 clusters Score -3214710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3214718.500000 Penalty: 5061.073730
	Iteration 41Q: 3 clusters Score -3214718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -3214719.750000 Penalty: 5061.073730
	Iteration 42Q: 3 clusters Score -3214720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -3214722.750000 Penalty: 5061.073730
	Iteration 43Q: 3 clusters Score -3214723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3214721.000000 Penalty: 5061.073730
	Iteration 44Q: 3 clusters Score -3214721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3214723.000000 Penalty: 5061.073730
	Iteration 45Q: 3 clusters Score -3214723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3214720.500000 Penalty: 5061.073730
	Iteration 46Q: 3 clusters Score -3214720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3214720.750000 Penalty: 5061.073730
	Iteration 47Q: 3 clusters Score -3214721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3214720.500000 Penalty: 5061.073730
	Iteration 48Q: 3 clusters Score -3214720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3214728.750000 Penalty: 5061.073730
	Iteration 49Q: 3 clusters Score -3214729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3214731.750000 Penalty: 5061.073730
	Iteration 50Q: 3 clusters Score -3214732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3214733.500000 Penalty: 5061.073730
	Iteration 51Q: 3 clusters Score -3214734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -3214731.250000 Penalty: 5061.073730
	Iteration 52Q: 3 clusters Score -3214731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -3214731.250000 Penalty: 5061.073730
	Iteration 53F: 3 clusters Score -3214731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Entering Unmasked Estep 
Score: -4420732.500000 Penalty: 2597.996826
	Iteration 0F: 2 clusters Score -4420732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -4396538.000000 Penalty: 5195.993652
	Iteration 0F: 3 clusters Score -4396538 nChanged 16232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -4405596.000000 Penalty: 5195.993652
	Iteration 1F: 3 clusters Score -4405596 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4406487.000000 Penalty: 5195.993652
	Iteration 2F: 3 clusters Score -4406487 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -4407529.500000 Penalty: 5195.993652
	Iteration 3F: 3 clusters Score -4407530 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -4408973.500000 Penalty: 5195.993652
	Iteration 4F: 3 clusters Score -4408974 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -4410653.500000 Penalty: 5195.993652
	Iteration 5F: 3 clusters Score -4410654 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -4412399.000000 Penalty: 5195.993652
	Iteration 6F: 3 clusters Score -4412399 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -4413698.500000 Penalty: 5195.993652
	Iteration 7F: 3 clusters Score -4413698 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -4414599.000000 Penalty: 5195.993652
	Iteration 8F: 3 clusters Score -4414599 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -4415241.500000 Penalty: 5195.993652
	Iteration 9Q: 3 clusters Score -4415242 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -4415824.500000 Penalty: 5195.993652
	Iteration 10Q: 3 clusters Score -4415824 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -4416399.500000 Penalty: 5195.993652
	Iteration 11Q: 3 clusters Score -4416400 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -4417072.000000 Penalty: 5195.993652
	Iteration 12Q: 3 clusters Score -4417072 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -4417766.000000 Penalty: 5195.993652
	Iteration 13Q: 3 clusters Score -4417766 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -4418231.000000 Penalty: 5195.993652
	Iteration 14Q: 3 clusters Score -4418231 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4418581.500000 Penalty: 5195.993652
	Iteration 15Q: 3 clusters Score -4418582 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -4418846.500000 Penalty: 5195.993652
	Iteration 16Q: 3 clusters Score -4418846 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -4419072.000000 Penalty: 5195.993652
	Iteration 17Q: 3 clusters Score -4419072 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -4419276.000000 Penalty: 5195.993652
	Iteration 18Q: 3 clusters Score -4419276 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4419424.000000 Penalty: 5195.993652
	Iteration 19Q: 3 clusters Score -4419424 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4419526.000000 Penalty: 5195.993652
	Iteration 20F: 3 clusters Score -4419526 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -4419626.500000 Penalty: 5195.993652
	Iteration 21Q: 3 clusters Score -4419626 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4419723.500000 Penalty: 5195.993652
	Iteration 22Q: 3 clusters Score -4419724 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -4419818.000000 Penalty: 5195.993652
	Iteration 23Q: 3 clusters Score -4419818 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -4419883.500000 Penalty: 5195.993652
	Iteration 24Q: 3 clusters Score -4419884 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -4419935.000000 Penalty: 5195.993652
	Iteration 25Q: 3 clusters Score -4419935 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -4419986.000000 Penalty: 5195.993652
	Iteration 26Q: 3 clusters Score -4419986 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -4420067.500000 Penalty: 5195.993652
	Iteration 27Q: 3 clusters Score -4420068 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -4420132.000000 Penalty: 5195.993652
	Iteration 28Q: 3 clusters Score -4420132 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -4420237.000000 Penalty: 5195.993652
	Iteration 29Q: 3 clusters Score -4420237 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -4420368.500000 Penalty: 5195.993652
	Iteration 30Q: 3 clusters Score -4420368 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -4420517.000000 Penalty: 5195.993652
	Iteration 31Q: 3 clusters Score -4420517 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -4420757.000000 Penalty: 5195.993652
	Iteration 32Q: 3 clusters Score -4420757 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -4421009.000000 Penalty: 5195.993652
	Iteration 33Q: 3 clusters Score -4421009 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -4421259.000000 Penalty: 5195.993652
	Iteration 34Q: 3 clusters Score -4421259 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -4421510.000000 Penalty: 5195.993652
	Iteration 35Q: 3 clusters Score -4421510 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -4421736.000000 Penalty: 5195.993652
	Iteration 36Q: 3 clusters Score -4421736 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -4421959.500000 Penalty: 5195.993652
	Iteration 37Q: 3 clusters Score -4421960 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -4422171.500000 Penalty: 5195.993652
	Iteration 38Q: 3 clusters Score -4422172 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -4422384.000000 Penalty: 5195.993652
	Iteration 39Q: 3 clusters Score -4422384 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -4422605.500000 Penalty: 5195.993652
	Iteration 40F: 3 clusters Score -4422606 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -4422795.000000 Penalty: 5195.993652
	Iteration 41Q: 3 clusters Score -4422795 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -4422977.000000 Penalty: 5195.993652
	Iteration 42Q: 3 clusters Score -4422977 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -4423141.500000 Penalty: 5195.993652
	Iteration 43Q: 3 clusters Score -4423142 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -4423292.500000 Penalty: 5195.993652
	Iteration 44Q: 3 clusters Score -4423292 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4423437.500000 Penalty: 5195.993652
	Iteration 45Q: 3 clusters Score -4423438 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -4423534.500000 Penalty: 5195.993652
	Iteration 46Q: 3 clusters Score -4423534 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -4423629.000000 Penalty: 5195.993652
	Iteration 47Q: 3 clusters Score -4423629 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -4423683.500000 Penalty: 5195.993652
	Iteration 48Q: 3 clusters Score -4423684 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -4423727.000000 Penalty: 5195.993652
	Iteration 49Q: 3 clusters Score -4423727 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -4423770.500000 Penalty: 5195.993652
	Iteration 50Q: 3 clusters Score -4423770 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -4423786.000000 Penalty: 5195.993652
	Iteration 51Q: 3 clusters Score -4423786 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -4423805.000000 Penalty: 5195.993652
	Iteration 52Q: 3 clusters Score -4423805 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -4423826.000000 Penalty: 5195.993652
	Iteration 53Q: 3 clusters Score -4423826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -4423833.000000 Penalty: 5195.993652
	Iteration 54Q: 3 clusters Score -4423833 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4423837.500000 Penalty: 5195.993652
	Iteration 55Q: 3 clusters Score -4423838 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -4423837.000000 Penalty: 5195.993652
	Iteration 56Q: 3 clusters Score -4423837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4423839.000000 Penalty: 5195.993652
	Iteration 57Q: 3 clusters Score -4423839 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -4423841.000000 Penalty: 5195.993652
	Iteration 58Q: 3 clusters Score -4423841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -4423843.500000 Penalty: 5195.993652
	Iteration 59Q: 3 clusters Score -4423844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -4423853.000000 Penalty: 5195.993652
	Iteration 60F: 3 clusters Score -4423853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4423853.000000 Penalty: 5195.993652
	Iteration 61Q: 3 clusters Score -4423853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -4423848.500000 Penalty: 5195.993652
	Iteration 62Q: 3 clusters Score -4423848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -4423853.500000 Penalty: 5195.993652
	Iteration 63Q: 3 clusters Score -4423854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4423858.000000 Penalty: 5195.993652
	Iteration 64Q: 3 clusters Score -4423858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -4423859.500000 Penalty: 5195.993652
	Iteration 65Q: 3 clusters Score -4423860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -4423859.000000 Penalty: 5195.993652
	Iteration 66Q: 3 clusters Score -4423859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4423862.500000 Penalty: 5195.993652
	Iteration 67Q: 3 clusters Score -4423862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4423854.000000 Penalty: 5195.993652
	Iteration 68Q: 3 clusters Score -4423854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4423856.000000 Penalty: 5195.993652
	Iteration 69Q: 3 clusters Score -4423856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4423856.000000 Penalty: 5195.993652
	Iteration 70Q: 3 clusters Score -4423856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4423856.000000 Penalty: 5195.993652
	Iteration 71F: 3 clusters Score -4423856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 16918 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 20042 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Entering Unmasked Estep 
Score: -154360128.000000 Penalty: 150233.906250
Splitting cluster 12 changes total score from -154339392.000000 to -154360128.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 13 (16918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Entering Unmasked Estep 
Score: -2110915.500000 Penalty: 2414.561035
	Iteration 0F: 2 clusters Score -2110916 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 8381 members 
Entering Unmasked Estep 
Score: -2098837.000000 Penalty: 4829.122070
	Iteration 0F: 3 clusters Score -2098837 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2102783.250000 Penalty: 4829.122070
	Iteration 1F: 3 clusters Score -2102783 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2103254.250000 Penalty: 4829.122070
	Iteration 2F: 3 clusters Score -2103254 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2103828.250000 Penalty: 4829.122070
	Iteration 3F: 3 clusters Score -2103828 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2104630.250000 Penalty: 4829.122070
	Iteration 4F: 3 clusters Score -2104630 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2105791.750000 Penalty: 4829.122070
	Iteration 5F: 3 clusters Score -2105792 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2107172.500000 Penalty: 4829.122070
	Iteration 6F: 3 clusters Score -2107172 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2108596.750000 Penalty: 4829.122070
	Iteration 7F: 3 clusters Score -2108597 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2109734.250000 Penalty: 4829.122070
	Iteration 8F: 3 clusters Score -2109734 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2110463.500000 Penalty: 4829.122070
	Iteration 9Q: 3 clusters Score -2110464 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2110808.500000 Penalty: 4829.122070
	Iteration 10Q: 3 clusters Score -2110808 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2110965.750000 Penalty: 4829.122070
	Iteration 11Q: 3 clusters Score -2110966 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2111052.750000 Penalty: 4829.122070
	Iteration 12Q: 3 clusters Score -2111053 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2111096.000000 Penalty: 4829.122070
	Iteration 13Q: 3 clusters Score -2111096 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2111129.500000 Penalty: 4829.122070
	Iteration 14Q: 3 clusters Score -2111130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2111158.500000 Penalty: 4829.122070
	Iteration 15Q: 3 clusters Score -2111158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2111168.750000 Penalty: 4829.122070
	Iteration 16Q: 3 clusters Score -2111169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2111177.750000 Penalty: 4829.122070
	Iteration 17Q: 3 clusters Score -2111178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2111182.750000 Penalty: 4829.122070
	Iteration 18Q: 3 clusters Score -2111183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2111191.000000 Penalty: 4829.122070
	Iteration 19Q: 3 clusters Score -2111191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2111199.500000 Penalty: 4829.122070
	Iteration 20F: 3 clusters Score -2111200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2111207.000000 Penalty: 4829.122070
	Iteration 21Q: 3 clusters Score -2111207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2111210.750000 Penalty: 4829.122070
	Iteration 22Q: 3 clusters Score -2111211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2111222.000000 Penalty: 4829.122070
	Iteration 23Q: 3 clusters Score -2111222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2111225.750000 Penalty: 4829.122070
	Iteration 24Q: 3 clusters Score -2111226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2111228.750000 Penalty: 4829.122070
	Iteration 25Q: 3 clusters Score -2111229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2111228.750000 Penalty: 4829.122070
	Iteration 26Q: 3 clusters Score -2111229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2111229.000000 Penalty: 4829.122070
	Iteration 27Q: 3 clusters Score -2111229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2111229.000000 Penalty: 4829.122070
	Iteration 28Q: 3 clusters Score -2111229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2111229.000000 Penalty: 4829.122070
	Iteration 29F: 3 clusters Score -2111229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 20042 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Entering Unmasked Estep 
Score: -154359808.000000 Penalty: 153727.718750
Splitting cluster 13 changes total score from -154339392.000000 to -154359808.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 14 (3971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Entering Unmasked Estep 
Score: -468544.781250 Penalty: 2055.119873
	Iteration 0F: 2 clusters Score -468544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -464702.187500 Penalty: 4110.239746
	Iteration 0F: 3 clusters Score -464702.2 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -465614.937500 Penalty: 4110.239746
	Iteration 1F: 3 clusters Score -465614.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -465916.906250 Penalty: 4110.239746
	Iteration 2F: 3 clusters Score -465916.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -466197.093750 Penalty: 4110.239746
	Iteration 3F: 3 clusters Score -466197.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -466467.312500 Penalty: 4110.239746
	Iteration 4F: 3 clusters Score -466467.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -466792.562500 Penalty: 4110.239746
	Iteration 5F: 3 clusters Score -466792.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -467087.875000 Penalty: 4110.239746
	Iteration 6F: 3 clusters Score -467087.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -467309.187500 Penalty: 4110.239746
	Iteration 7F: 3 clusters Score -467309.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -467444.281250 Penalty: 4110.239746
	Iteration 8Q: 3 clusters Score -467444.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -467514.000000 Penalty: 4110.239746
	Iteration 9Q: 3 clusters Score -467514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -467555.812500 Penalty: 4110.239746
	Iteration 10Q: 3 clusters Score -467555.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -467584.531250 Penalty: 4110.239746
	Iteration 11Q: 3 clusters Score -467584.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -467594.937500 Penalty: 4110.239746
	Iteration 12Q: 3 clusters Score -467594.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -467600.343750 Penalty: 4110.239746
	Iteration 13Q: 3 clusters Score -467600.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -467605.218750 Penalty: 4110.239746
	Iteration 14Q: 3 clusters Score -467605.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -467608.468750 Penalty: 4110.239746
	Iteration 15Q: 3 clusters Score -467608.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -467610.781250 Penalty: 4110.239746
	Iteration 16Q: 3 clusters Score -467610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -467611.343750 Penalty: 4110.239746
	Iteration 17Q: 3 clusters Score -467611.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -467610.937500 Penalty: 4110.239746
	Iteration 18Q: 3 clusters Score -467610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -467610.937500 Penalty: 4110.239746
	Iteration 19F: 3 clusters Score -467610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -764093.187500 Penalty: 2184.586914
	Iteration 0F: 2 clusters Score -764093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -758529.937500 Penalty: 4369.173828
	Iteration 0F: 3 clusters Score -758529.9 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -760159.562500 Penalty: 4369.173828
	Iteration 1F: 3 clusters Score -760159.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -760871.687500 Penalty: 4369.173828
	Iteration 2F: 3 clusters Score -760871.7 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -761960.625000 Penalty: 4369.173828
	Iteration 3F: 3 clusters Score -761960.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -763417.250000 Penalty: 4369.173828
	Iteration 4F: 3 clusters Score -763417.2 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -765342.187500 Penalty: 4369.173828
	Iteration 5F: 3 clusters Score -765342.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -767891.937500 Penalty: 4369.173828
	Iteration 6F: 3 clusters Score -767891.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -769033.062500 Penalty: 4369.173828
	Iteration 7F: 3 clusters Score -769033.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -769264.812500 Penalty: 4369.173828
	Iteration 8Q: 3 clusters Score -769264.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -769410.750000 Penalty: 4369.173828
	Iteration 9Q: 3 clusters Score -769410.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -769569.875000 Penalty: 4369.173828
	Iteration 10Q: 3 clusters Score -769569.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -769808.625000 Penalty: 4369.173828
	Iteration 11Q: 3 clusters Score -769808.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -770080.437500 Penalty: 4369.173828
	Iteration 12Q: 3 clusters Score -770080.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -770452.312500 Penalty: 4369.173828
	Iteration 13Q: 3 clusters Score -770452.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -770956.562500 Penalty: 4369.173828
	Iteration 14Q: 3 clusters Score -770956.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -771376.625000 Penalty: 4369.173828
	Iteration 15Q: 3 clusters Score -771376.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -771543.250000 Penalty: 4369.173828
	Iteration 16Q: 3 clusters Score -771543.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -771594.500000 Penalty: 4369.173828
	Iteration 17Q: 3 clusters Score -771594.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -771618.937500 Penalty: 4369.173828
	Iteration 18Q: 3 clusters Score -771618.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -771635.500000 Penalty: 4369.173828
	Iteration 19Q: 3 clusters Score -771635.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -771648.250000 Penalty: 4369.173828
	Iteration 20F: 3 clusters Score -771648.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -771657.187500 Penalty: 4369.173828
	Iteration 21Q: 3 clusters Score -771657.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -771664.375000 Penalty: 4369.173828
	Iteration 22Q: 3 clusters Score -771664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -771670.000000 Penalty: 4369.173828
	Iteration 23Q: 3 clusters Score -771670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -771672.875000 Penalty: 4369.173828
	Iteration 24Q: 3 clusters Score -771672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -771672.687500 Penalty: 4369.173828
	Iteration 25Q: 3 clusters Score -771672.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -771672.687500 Penalty: 4369.173828
	Iteration 26F: 3 clusters Score -771672.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 1172 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 20042 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Entering Unmasked Estep 
Score: -154365376.000000 Penalty: 157221.531250
Splitting cluster 15 changes total score from -154339392.000000 to -154365376.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 16 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -90948.968750 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -90948.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -89235.445312 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -89235.45 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90986.125000 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -90986.12 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -93689.281250 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -93689.28 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -94916.171875 Penalty: 3504.967529
	Iteration 3F: 3 clusters Score -94916.17 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95210.054688 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -95210.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95315.250000 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -95315.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95379.351562 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -95379.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95393.765625 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -95393.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -95400.375000 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -95400.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95402.367188 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -95402.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95402.367188 Penalty: 3504.967529
	Iteration 10F: 3 clusters Score -95402.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 20042 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Mstep: Class 46 contains 443 members 
Entering Unmasked Estep 
Score: -154368448.000000 Penalty: 160715.343750
Splitting cluster 16 changes total score from -154339392.000000 to -154368448.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 17 (7605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Entering Unmasked Estep 
Score: -942123.500000 Penalty: 2216.267334
	Iteration 0F: 2 clusters Score -942123.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -935956.250000 Penalty: 4432.534668
	Iteration 0F: 3 clusters Score -935956.2 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -937664.187500 Penalty: 4432.534668
	Iteration 1F: 3 clusters Score -937664.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -937916.187500 Penalty: 4432.534668
	Iteration 2F: 3 clusters Score -937916.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -938096.437500 Penalty: 4432.534668
	Iteration 3Q: 3 clusters Score -938096.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -938301.000000 Penalty: 4432.534668
	Iteration 4Q: 3 clusters Score -938301 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -938577.437500 Penalty: 4432.534668
	Iteration 5Q: 3 clusters Score -938577.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -938971.312500 Penalty: 4432.534668
	Iteration 6F: 3 clusters Score -938971.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -939435.000000 Penalty: 4432.534668
	Iteration 7F: 3 clusters Score -939435 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -939924.250000 Penalty: 4432.534668
	Iteration 8F: 3 clusters Score -939924.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -940338.187500 Penalty: 4432.534668
	Iteration 9F: 3 clusters Score -940338.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -940645.625000 Penalty: 4432.534668
	Iteration 10F: 3 clusters Score -940645.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -940857.812500 Penalty: 4432.534668
	Iteration 11Q: 3 clusters Score -940857.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -940981.312500 Penalty: 4432.534668
	Iteration 12Q: 3 clusters Score -940981.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -941051.875000 Penalty: 4432.534668
	Iteration 13Q: 3 clusters Score -941051.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -941104.875000 Penalty: 4432.534668
	Iteration 14Q: 3 clusters Score -941104.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -941137.750000 Penalty: 4432.534668
	Iteration 15Q: 3 clusters Score -941137.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -941163.687500 Penalty: 4432.534668
	Iteration 16Q: 3 clusters Score -941163.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -941179.437500 Penalty: 4432.534668
	Iteration 17Q: 3 clusters Score -941179.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -941199.375000 Penalty: 4432.534668
	Iteration 18Q: 3 clusters Score -941199.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -941217.500000 Penalty: 4432.534668
	Iteration 19Q: 3 clusters Score -941217.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -941228.562500 Penalty: 4432.534668
	Iteration 20F: 3 clusters Score -941228.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -941238.125000 Penalty: 4432.534668
	Iteration 21Q: 3 clusters Score -941238.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -941245.000000 Penalty: 4432.534668
	Iteration 22Q: 3 clusters Score -941245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -941252.875000 Penalty: 4432.534668
	Iteration 23Q: 3 clusters Score -941252.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -941255.437500 Penalty: 4432.534668
	Iteration 24Q: 3 clusters Score -941255.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -941261.625000 Penalty: 4432.534668
	Iteration 25Q: 3 clusters Score -941261.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -941270.250000 Penalty: 4432.534668
	Iteration 26Q: 3 clusters Score -941270.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -941276.125000 Penalty: 4432.534668
	Iteration 27Q: 3 clusters Score -941276.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -941280.437500 Penalty: 4432.534668
	Iteration 28Q: 3 clusters Score -941280.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -941290.812500 Penalty: 4432.534668
	Iteration 29Q: 3 clusters Score -941290.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -941296.125000 Penalty: 4432.534668
	Iteration 30Q: 3 clusters Score -941296.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -941299.750000 Penalty: 4432.534668
	Iteration 31Q: 3 clusters Score -941299.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -941302.937500 Penalty: 4432.534668
	Iteration 32Q: 3 clusters Score -941302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -941304.812500 Penalty: 4432.534668
	Iteration 33Q: 3 clusters Score -941304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -941304.062500 Penalty: 4432.534668
	Iteration 34Q: 3 clusters Score -941304.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -941308.125000 Penalty: 4432.534668
	Iteration 35Q: 3 clusters Score -941308.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -941307.750000 Penalty: 4432.534668
	Iteration 36Q: 3 clusters Score -941307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -941310.000000 Penalty: 4432.534668
	Iteration 37Q: 3 clusters Score -941310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -941308.812500 Penalty: 4432.534668
	Iteration 38Q: 3 clusters Score -941308.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -941310.000000 Penalty: 4432.534668
	Iteration 39Q: 3 clusters Score -941310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -941314.000000 Penalty: 4432.534668
	Iteration 40F: 3 clusters Score -941314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -941313.750000 Penalty: 4432.534668
	Iteration 41Q: 3 clusters Score -941313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -941313.250000 Penalty: 4432.534668
	Iteration 42Q: 3 clusters Score -941313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -941316.062500 Penalty: 4432.534668
	Iteration 43Q: 3 clusters Score -941316.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -941316.062500 Penalty: 4432.534668
	Iteration 44F: 3 clusters Score -941316.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Entering Unmasked Estep 
Score: -2311030.000000 Penalty: 2448.562256
	Iteration 0F: 2 clusters Score -2311030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2297433.000000 Penalty: 4897.124512
	Iteration 0F: 3 clusters Score -2297433 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2302895.000000 Penalty: 4897.124512
	Iteration 1F: 3 clusters Score -2302895 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2304520.750000 Penalty: 4897.124512
	Iteration 2F: 3 clusters Score -2304521 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2306211.500000 Penalty: 4897.124512
	Iteration 3F: 3 clusters Score -2306212 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2307418.250000 Penalty: 4897.124512
	Iteration 4F: 3 clusters Score -2307418 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2308100.000000 Penalty: 4897.124512
	Iteration 5F: 3 clusters Score -2308100 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2308438.750000 Penalty: 4897.124512
	Iteration 6Q: 3 clusters Score -2308439 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2308622.000000 Penalty: 4897.124512
	Iteration 7Q: 3 clusters Score -2308622 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2308732.000000 Penalty: 4897.124512
	Iteration 8Q: 3 clusters Score -2308732 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2308838.500000 Penalty: 4897.124512
	Iteration 9Q: 3 clusters Score -2308838 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2308907.000000 Penalty: 4897.124512
	Iteration 10Q: 3 clusters Score -2308907 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2308968.750000 Penalty: 4897.124512
	Iteration 11Q: 3 clusters Score -2308969 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2309024.250000 Penalty: 4897.124512
	Iteration 12Q: 3 clusters Score -2309024 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2309076.500000 Penalty: 4897.124512
	Iteration 13Q: 3 clusters Score -2309076 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2309128.250000 Penalty: 4897.124512
	Iteration 14Q: 3 clusters Score -2309128 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2309183.750000 Penalty: 4897.124512
	Iteration 15Q: 3 clusters Score -2309184 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2309244.750000 Penalty: 4897.124512
	Iteration 16Q: 3 clusters Score -2309245 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2309305.000000 Penalty: 4897.124512
	Iteration 17Q: 3 clusters Score -2309305 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2309372.250000 Penalty: 4897.124512
	Iteration 18Q: 3 clusters Score -2309372 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2309421.250000 Penalty: 4897.124512
	Iteration 19Q: 3 clusters Score -2309421 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2309456.000000 Penalty: 4897.124512
	Iteration 20F: 3 clusters Score -2309456 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2309506.250000 Penalty: 4897.124512
	Iteration 21Q: 3 clusters Score -2309506 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2309540.500000 Penalty: 4897.124512
	Iteration 22Q: 3 clusters Score -2309540 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2309565.250000 Penalty: 4897.124512
	Iteration 23Q: 3 clusters Score -2309565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2309597.500000 Penalty: 4897.124512
	Iteration 24Q: 3 clusters Score -2309598 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2309622.500000 Penalty: 4897.124512
	Iteration 25Q: 3 clusters Score -2309622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2309637.500000 Penalty: 4897.124512
	Iteration 26Q: 3 clusters Score -2309638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2309657.500000 Penalty: 4897.124512
	Iteration 27Q: 3 clusters Score -2309658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2309664.500000 Penalty: 4897.124512
	Iteration 28Q: 3 clusters Score -2309664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2309671.250000 Penalty: 4897.124512
	Iteration 29Q: 3 clusters Score -2309671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2309681.500000 Penalty: 4897.124512
	Iteration 30Q: 3 clusters Score -2309682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2309695.000000 Penalty: 4897.124512
	Iteration 31Q: 3 clusters Score -2309695 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2309702.500000 Penalty: 4897.124512
	Iteration 32Q: 3 clusters Score -2309702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2309708.500000 Penalty: 4897.124512
	Iteration 33Q: 3 clusters Score -2309708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2309711.250000 Penalty: 4897.124512
	Iteration 34Q: 3 clusters Score -2309711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2309722.750000 Penalty: 4897.124512
	Iteration 35Q: 3 clusters Score -2309723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2309730.250000 Penalty: 4897.124512
	Iteration 36Q: 3 clusters Score -2309730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2309738.500000 Penalty: 4897.124512
	Iteration 37Q: 3 clusters Score -2309738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2309747.500000 Penalty: 4897.124512
	Iteration 38Q: 3 clusters Score -2309748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2309752.500000 Penalty: 4897.124512
	Iteration 39Q: 3 clusters Score -2309752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2309752.750000 Penalty: 4897.124512
	Iteration 40F: 3 clusters Score -2309753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2309756.750000 Penalty: 4897.124512
	Iteration 41Q: 3 clusters Score -2309757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2309763.250000 Penalty: 4897.124512
	Iteration 42Q: 3 clusters Score -2309763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2309768.500000 Penalty: 4897.124512
	Iteration 43Q: 3 clusters Score -2309768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2309769.750000 Penalty: 4897.124512
	Iteration 44Q: 3 clusters Score -2309770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2309769.000000 Penalty: 4897.124512
	Iteration 45Q: 3 clusters Score -2309769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2309771.500000 Penalty: 4897.124512
	Iteration 46Q: 3 clusters Score -2309772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2309776.750000 Penalty: 4897.124512
	Iteration 47Q: 3 clusters Score -2309777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2309772.500000 Penalty: 4897.124512
	Iteration 48Q: 3 clusters Score -2309772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2309772.250000 Penalty: 4897.124512
	Iteration 49Q: 3 clusters Score -2309772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2309775.000000 Penalty: 4897.124512
	Iteration 50Q: 3 clusters Score -2309775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2309775.500000 Penalty: 4897.124512
	Iteration 51Q: 3 clusters Score -2309776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2309775.500000 Penalty: 4897.124512
	Iteration 52Q: 3 clusters Score -2309776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2309780.250000 Penalty: 4897.124512
	Iteration 53Q: 3 clusters Score -2309780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2309782.000000 Penalty: 4897.124512
	Iteration 54Q: 3 clusters Score -2309782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2309782.000000 Penalty: 4897.124512
	Iteration 55F: 3 clusters Score -2309782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Entering Unmasked Estep 
Score: -1019577.125000 Penalty: 2256.098633
	Iteration 0F: 2 clusters Score -1019577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1012581.250000 Penalty: 4512.197266
	Iteration 0F: 3 clusters Score -1012581 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1015314.062500 Penalty: 4512.197266
	Iteration 1F: 3 clusters Score -1015314 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1017011.812500 Penalty: 4512.197266
	Iteration 2F: 3 clusters Score -1017012 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1019281.125000 Penalty: 4512.197266
	Iteration 3F: 3 clusters Score -1019281 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1021148.937500 Penalty: 4512.197266
	Iteration 4F: 3 clusters Score -1021149 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1022340.750000 Penalty: 4512.197266
	Iteration 5F: 3 clusters Score -1022341 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1023336.312500 Penalty: 4512.197266
	Iteration 6F: 3 clusters Score -1023336 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1024063.500000 Penalty: 4512.197266
	Iteration 7Q: 3 clusters Score -1024064 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1024441.000000 Penalty: 4512.197266
	Iteration 8Q: 3 clusters Score -1024441 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1024739.125000 Penalty: 4512.197266
	Iteration 9Q: 3 clusters Score -1024739 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1024988.625000 Penalty: 4512.197266
	Iteration 10Q: 3 clusters Score -1024989 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1025147.812500 Penalty: 4512.197266
	Iteration 11Q: 3 clusters Score -1025148 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1025213.875000 Penalty: 4512.197266
	Iteration 12Q: 3 clusters Score -1025214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1025256.875000 Penalty: 4512.197266
	Iteration 13Q: 3 clusters Score -1025257 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1025296.625000 Penalty: 4512.197266
	Iteration 14Q: 3 clusters Score -1025297 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1025333.687500 Penalty: 4512.197266
	Iteration 15Q: 3 clusters Score -1025334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1025372.062500 Penalty: 4512.197266
	Iteration 16Q: 3 clusters Score -1025372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1025407.875000 Penalty: 4512.197266
	Iteration 17Q: 3 clusters Score -1025408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1025440.625000 Penalty: 4512.197266
	Iteration 18Q: 3 clusters Score -1025441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1025476.687500 Penalty: 4512.197266
	Iteration 19Q: 3 clusters Score -1025477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1025503.625000 Penalty: 4512.197266
	Iteration 20F: 3 clusters Score -1025504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1025537.375000 Penalty: 4512.197266
	Iteration 21Q: 3 clusters Score -1025537 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1025572.812500 Penalty: 4512.197266
	Iteration 22Q: 3 clusters Score -1025573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1025606.000000 Penalty: 4512.197266
	Iteration 23Q: 3 clusters Score -1025606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1025636.312500 Penalty: 4512.197266
	Iteration 24Q: 3 clusters Score -1025636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1025662.937500 Penalty: 4512.197266
	Iteration 25Q: 3 clusters Score -1025663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1025693.187500 Penalty: 4512.197266
	Iteration 26Q: 3 clusters Score -1025693 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1025707.437500 Penalty: 4512.197266
	Iteration 27Q: 3 clusters Score -1025707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1025729.625000 Penalty: 4512.197266
	Iteration 28Q: 3 clusters Score -1025730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1025751.500000 Penalty: 4512.197266
	Iteration 29Q: 3 clusters Score -1025752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1025794.250000 Penalty: 4512.197266
	Iteration 30Q: 3 clusters Score -1025794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1025828.125000 Penalty: 4512.197266
	Iteration 31Q: 3 clusters Score -1025828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1025856.875000 Penalty: 4512.197266
	Iteration 32Q: 3 clusters Score -1025857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1025876.000000 Penalty: 4512.197266
	Iteration 33Q: 3 clusters Score -1025876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1025899.062500 Penalty: 4512.197266
	Iteration 34Q: 3 clusters Score -1025899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1025911.000000 Penalty: 4512.197266
	Iteration 35Q: 3 clusters Score -1025911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1025920.250000 Penalty: 4512.197266
	Iteration 36Q: 3 clusters Score -1025920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1025934.625000 Penalty: 4512.197266
	Iteration 37Q: 3 clusters Score -1025935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1025937.437500 Penalty: 4512.197266
	Iteration 38Q: 3 clusters Score -1025937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1025941.062500 Penalty: 4512.197266
	Iteration 39Q: 3 clusters Score -1025941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1025950.812500 Penalty: 4512.197266
	Iteration 40F: 3 clusters Score -1025951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1025969.187500 Penalty: 4512.197266
	Iteration 41Q: 3 clusters Score -1025969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1025989.562500 Penalty: 4512.197266
	Iteration 42Q: 3 clusters Score -1025990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1026001.312500 Penalty: 4512.197266
	Iteration 43Q: 3 clusters Score -1026001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1026016.312500 Penalty: 4512.197266
	Iteration 44Q: 3 clusters Score -1026016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1026024.312500 Penalty: 4512.197266
	Iteration 45Q: 3 clusters Score -1026024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1026038.062500 Penalty: 4512.197266
	Iteration 46Q: 3 clusters Score -1026038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1026042.062500 Penalty: 4512.197266
	Iteration 47Q: 3 clusters Score -1026042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1026052.062500 Penalty: 4512.197266
	Iteration 48Q: 3 clusters Score -1026052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1026061.937500 Penalty: 4512.197266
	Iteration 49Q: 3 clusters Score -1026062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1026063.187500 Penalty: 4512.197266
	Iteration 50Q: 3 clusters Score -1026063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1026066.812500 Penalty: 4512.197266
	Iteration 51Q: 3 clusters Score -1026067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1026068.625000 Penalty: 4512.197266
	Iteration 52Q: 3 clusters Score -1026069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1026068.750000 Penalty: 4512.197266
	Iteration 53Q: 3 clusters Score -1026069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1026072.062500 Penalty: 4512.197266
	Iteration 54Q: 3 clusters Score -1026072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1026072.375000 Penalty: 4512.197266
	Iteration 55Q: 3 clusters Score -1026072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1026071.937500 Penalty: 4512.197266
	Iteration 56Q: 3 clusters Score -1026072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1026071.812500 Penalty: 4512.197266
	Iteration 57Q: 3 clusters Score -1026072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1026071.812500 Penalty: 4512.197266
	Iteration 58F: 3 clusters Score -1026072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 20042 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 4524 members 
Entering Unmasked Estep 
Score: -154373792.000000 Penalty: 164209.156250
Splitting cluster 19 changes total score from -154339392.000000 to -154373792.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 20 (20042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Entering Unmasked Estep 
Score: -2343835.500000 Penalty: 2456.585205
	Iteration 0F: 2 clusters Score -2343836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2329744.500000 Penalty: 4913.170410
	Iteration 0F: 3 clusters Score -2329744 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2334851.750000 Penalty: 4913.170410
	Iteration 1F: 3 clusters Score -2334852 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2336055.000000 Penalty: 4913.170410
	Iteration 2F: 3 clusters Score -2336055 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2337968.250000 Penalty: 4913.170410
	Iteration 3F: 3 clusters Score -2337968 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2340240.500000 Penalty: 4913.170410
	Iteration 4F: 3 clusters Score -2340240 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2342147.750000 Penalty: 4913.170410
	Iteration 5F: 3 clusters Score -2342148 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2343401.500000 Penalty: 4913.170410
	Iteration 6F: 3 clusters Score -2343402 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2344182.750000 Penalty: 4913.170410
	Iteration 7Q: 3 clusters Score -2344183 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2344595.000000 Penalty: 4913.170410
	Iteration 8Q: 3 clusters Score -2344595 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2344816.250000 Penalty: 4913.170410
	Iteration 9Q: 3 clusters Score -2344816 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2344944.750000 Penalty: 4913.170410
	Iteration 10Q: 3 clusters Score -2344945 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2345037.750000 Penalty: 4913.170410
	Iteration 11Q: 3 clusters Score -2345038 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2345089.250000 Penalty: 4913.170410
	Iteration 12Q: 3 clusters Score -2345089 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2345125.000000 Penalty: 4913.170410
	Iteration 13Q: 3 clusters Score -2345125 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2345150.000000 Penalty: 4913.170410
	Iteration 14Q: 3 clusters Score -2345150 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2345176.000000 Penalty: 4913.170410
	Iteration 15Q: 3 clusters Score -2345176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2345190.000000 Penalty: 4913.170410
	Iteration 16Q: 3 clusters Score -2345190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2345203.000000 Penalty: 4913.170410
	Iteration 17Q: 3 clusters Score -2345203 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2345224.000000 Penalty: 4913.170410
	Iteration 18Q: 3 clusters Score -2345224 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2345231.500000 Penalty: 4913.170410
	Iteration 19Q: 3 clusters Score -2345232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2345238.000000 Penalty: 4913.170410
	Iteration 20F: 3 clusters Score -2345238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2345253.750000 Penalty: 4913.170410
	Iteration 21Q: 3 clusters Score -2345254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2345277.500000 Penalty: 4913.170410
	Iteration 22Q: 3 clusters Score -2345278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2345289.000000 Penalty: 4913.170410
	Iteration 23Q: 3 clusters Score -2345289 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2345318.500000 Penalty: 4913.170410
	Iteration 24Q: 3 clusters Score -2345318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2345341.250000 Penalty: 4913.170410
	Iteration 25Q: 3 clusters Score -2345341 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2345364.500000 Penalty: 4913.170410
	Iteration 26Q: 3 clusters Score -2345364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2345391.500000 Penalty: 4913.170410
	Iteration 27Q: 3 clusters Score -2345392 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2345425.000000 Penalty: 4913.170410
	Iteration 28Q: 3 clusters Score -2345425 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2345468.000000 Penalty: 4913.170410
	Iteration 29Q: 3 clusters Score -2345468 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2345515.500000 Penalty: 4913.170410
	Iteration 30Q: 3 clusters Score -2345516 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2345558.250000 Penalty: 4913.170410
	Iteration 31Q: 3 clusters Score -2345558 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2345617.500000 Penalty: 4913.170410
	Iteration 32Q: 3 clusters Score -2345618 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2345671.250000 Penalty: 4913.170410
	Iteration 33Q: 3 clusters Score -2345671 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2345739.000000 Penalty: 4913.170410
	Iteration 34Q: 3 clusters Score -2345739 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2345826.750000 Penalty: 4913.170410
	Iteration 35Q: 3 clusters Score -2345827 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2345900.500000 Penalty: 4913.170410
	Iteration 36Q: 3 clusters Score -2345900 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2345974.500000 Penalty: 4913.170410
	Iteration 37Q: 3 clusters Score -2345974 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2346041.500000 Penalty: 4913.170410
	Iteration 38Q: 3 clusters Score -2346042 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2346121.000000 Penalty: 4913.170410
	Iteration 39Q: 3 clusters Score -2346121 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2346232.500000 Penalty: 4913.170410
	Iteration 40F: 3 clusters Score -2346232 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2346364.250000 Penalty: 4913.170410
	Iteration 41Q: 3 clusters Score -2346364 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2346593.500000 Penalty: 4913.170410
	Iteration 42Q: 3 clusters Score -2346594 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2346862.250000 Penalty: 4913.170410
	Iteration 43Q: 3 clusters Score -2346862 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2347167.500000 Penalty: 4913.170410
	Iteration 44Q: 3 clusters Score -2347168 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2347432.750000 Penalty: 4913.170410
	Iteration 45Q: 3 clusters Score -2347433 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2347611.000000 Penalty: 4913.170410
	Iteration 46Q: 3 clusters Score -2347611 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2347667.750000 Penalty: 4913.170410
	Iteration 47Q: 3 clusters Score -2347668 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2347703.750000 Penalty: 4913.170410
	Iteration 48Q: 3 clusters Score -2347704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2347717.250000 Penalty: 4913.170410
	Iteration 49Q: 3 clusters Score -2347717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2347731.750000 Penalty: 4913.170410
	Iteration 50Q: 3 clusters Score -2347732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2347735.500000 Penalty: 4913.170410
	Iteration 51Q: 3 clusters Score -2347736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2347734.500000 Penalty: 4913.170410
	Iteration 52Q: 3 clusters Score -2347734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2347732.500000 Penalty: 4913.170410
	Iteration 53Q: 3 clusters Score -2347732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2347732.750000 Penalty: 4913.170410
	Iteration 54Q: 3 clusters Score -2347733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2347737.750000 Penalty: 4913.170410
	Iteration 55Q: 3 clusters Score -2347738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2347735.000000 Penalty: 4913.170410
	Iteration 56Q: 3 clusters Score -2347735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2347736.250000 Penalty: 4913.170410
	Iteration 57Q: 3 clusters Score -2347736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2347740.500000 Penalty: 4913.170410
	Iteration 58Q: 3 clusters Score -2347740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2347739.500000 Penalty: 4913.170410
	Iteration 59Q: 3 clusters Score -2347740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2347749.750000 Penalty: 4913.170410
	Iteration 60F: 3 clusters Score -2347750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2347752.000000 Penalty: 4913.170410
	Iteration 61Q: 3 clusters Score -2347752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2347753.750000 Penalty: 4913.170410
	Iteration 62Q: 3 clusters Score -2347754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2347751.500000 Penalty: 4913.170410
	Iteration 63Q: 3 clusters Score -2347752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2347752.750000 Penalty: 4913.170410
	Iteration 64Q: 3 clusters Score -2347753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2347750.000000 Penalty: 4913.170410
	Iteration 65Q: 3 clusters Score -2347750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2347751.250000 Penalty: 4913.170410
	Iteration 66Q: 3 clusters Score -2347751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2347752.000000 Penalty: 4913.170410
	Iteration 67Q: 3 clusters Score -2347752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2347752.000000 Penalty: 4913.170410
	Iteration 68F: 3 clusters Score -2347752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 4524 members 
Mstep: Class 48 contains 15436 members 
Entering Unmasked Estep 
Score: -154376752.000000 Penalty: 167702.968750
Splitting cluster 20 changes total score from -154339392.000000 to -154376752.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 21 (6084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Entering Unmasked Estep 
Score: -724335.250000 Penalty: 2160.927734
	Iteration 0F: 2 clusters Score -724335.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -719179.562500 Penalty: 4321.855469
	Iteration 0F: 3 clusters Score -719179.6 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -720456.000000 Penalty: 4321.855469
	Iteration 1F: 3 clusters Score -720456 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -720675.500000 Penalty: 4321.855469
	Iteration 2F: 3 clusters Score -720675.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -720804.500000 Penalty: 4321.855469
	Iteration 3Q: 3 clusters Score -720804.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -720894.312500 Penalty: 4321.855469
	Iteration 4Q: 3 clusters Score -720894.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -720962.937500 Penalty: 4321.855469
	Iteration 5Q: 3 clusters Score -720962.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -721041.937500 Penalty: 4321.855469
	Iteration 6Q: 3 clusters Score -721041.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -721112.437500 Penalty: 4321.855469
	Iteration 7Q: 3 clusters Score -721112.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -721158.062500 Penalty: 4321.855469
	Iteration 8Q: 3 clusters Score -721158.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -721204.750000 Penalty: 4321.855469
	Iteration 9Q: 3 clusters Score -721204.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -721246.875000 Penalty: 4321.855469
	Iteration 10Q: 3 clusters Score -721246.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -721284.312500 Penalty: 4321.855469
	Iteration 11Q: 3 clusters Score -721284.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -721314.062500 Penalty: 4321.855469
	Iteration 12Q: 3 clusters Score -721314.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -721335.062500 Penalty: 4321.855469
	Iteration 13Q: 3 clusters Score -721335.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -721353.687500 Penalty: 4321.855469
	Iteration 14Q: 3 clusters Score -721353.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -721369.875000 Penalty: 4321.855469
	Iteration 15Q: 3 clusters Score -721369.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -721389.812500 Penalty: 4321.855469
	Iteration 16Q: 3 clusters Score -721389.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -721404.250000 Penalty: 4321.855469
	Iteration 17Q: 3 clusters Score -721404.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -721421.062500 Penalty: 4321.855469
	Iteration 18Q: 3 clusters Score -721421.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -721436.812500 Penalty: 4321.855469
	Iteration 19Q: 3 clusters Score -721436.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -721447.875000 Penalty: 4321.855469
	Iteration 20F: 3 clusters Score -721447.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -721459.875000 Penalty: 4321.855469
	Iteration 21Q: 3 clusters Score -721459.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -721468.125000 Penalty: 4321.855469
	Iteration 22Q: 3 clusters Score -721468.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -721478.062500 Penalty: 4321.855469
	Iteration 23Q: 3 clusters Score -721478.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -721488.375000 Penalty: 4321.855469
	Iteration 24Q: 3 clusters Score -721488.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -721504.312500 Penalty: 4321.855469
	Iteration 25Q: 3 clusters Score -721504.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -721515.312500 Penalty: 4321.855469
	Iteration 26Q: 3 clusters Score -721515.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -721529.062500 Penalty: 4321.855469
	Iteration 27Q: 3 clusters Score -721529.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -721540.312500 Penalty: 4321.855469
	Iteration 28Q: 3 clusters Score -721540.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -721550.875000 Penalty: 4321.855469
	Iteration 29Q: 3 clusters Score -721550.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -721559.312500 Penalty: 4321.855469
	Iteration 30Q: 3 clusters Score -721559.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -721567.937500 Penalty: 4321.855469
	Iteration 31Q: 3 clusters Score -721567.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -721578.437500 Penalty: 4321.855469
	Iteration 32Q: 3 clusters Score -721578.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -721587.812500 Penalty: 4321.855469
	Iteration 33Q: 3 clusters Score -721587.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -721596.750000 Penalty: 4321.855469
	Iteration 34Q: 3 clusters Score -721596.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -721605.750000 Penalty: 4321.855469
	Iteration 35Q: 3 clusters Score -721605.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -721618.125000 Penalty: 4321.855469
	Iteration 36Q: 3 clusters Score -721618.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -721632.125000 Penalty: 4321.855469
	Iteration 37Q: 3 clusters Score -721632.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -721649.500000 Penalty: 4321.855469
	Iteration 38Q: 3 clusters Score -721649.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -721679.000000 Penalty: 4321.855469
	Iteration 39Q: 3 clusters Score -721679 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -721705.875000 Penalty: 4321.855469
	Iteration 40F: 3 clusters Score -721705.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -721731.375000 Penalty: 4321.855469
	Iteration 41Q: 3 clusters Score -721731.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -721757.250000 Penalty: 4321.855469
	Iteration 42Q: 3 clusters Score -721757.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -721779.875000 Penalty: 4321.855469
	Iteration 43Q: 3 clusters Score -721779.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -721799.375000 Penalty: 4321.855469
	Iteration 44Q: 3 clusters Score -721799.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -721815.062500 Penalty: 4321.855469
	Iteration 45Q: 3 clusters Score -721815.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -721835.312500 Penalty: 4321.855469
	Iteration 46Q: 3 clusters Score -721835.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -721854.125000 Penalty: 4321.855469
	Iteration 47Q: 3 clusters Score -721854.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -721875.187500 Penalty: 4321.855469
	Iteration 48Q: 3 clusters Score -721875.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -721896.000000 Penalty: 4321.855469
	Iteration 49Q: 3 clusters Score -721896 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -721927.000000 Penalty: 4321.855469
	Iteration 50Q: 3 clusters Score -721927 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -721958.625000 Penalty: 4321.855469
	Iteration 51Q: 3 clusters Score -721958.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -721985.937500 Penalty: 4321.855469
	Iteration 52Q: 3 clusters Score -721985.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -722027.375000 Penalty: 4321.855469
	Iteration 53Q: 3 clusters Score -722027.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -722067.000000 Penalty: 4321.855469
	Iteration 54Q: 3 clusters Score -722067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -722108.000000 Penalty: 4321.855469
	Iteration 55Q: 3 clusters Score -722108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -722152.125000 Penalty: 4321.855469
	Iteration 56Q: 3 clusters Score -722152.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -722203.625000 Penalty: 4321.855469
	Iteration 57Q: 3 clusters Score -722203.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -722259.937500 Penalty: 4321.855469
	Iteration 58Q: 3 clusters Score -722259.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -722332.375000 Penalty: 4321.855469
	Iteration 59Q: 3 clusters Score -722332.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -722409.562500 Penalty: 4321.855469
	Iteration 60F: 3 clusters Score -722409.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -722492.562500 Penalty: 4321.855469
	Iteration 61Q: 3 clusters Score -722492.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -722568.375000 Penalty: 4321.855469
	Iteration 62Q: 3 clusters Score -722568.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -722658.687500 Penalty: 4321.855469
	Iteration 63Q: 3 clusters Score -722658.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -722808.187500 Penalty: 4321.855469
	Iteration 64Q: 3 clusters Score -722808.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -723003.937500 Penalty: 4321.855469
	Iteration 65Q: 3 clusters Score -723003.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -723228.375000 Penalty: 4321.855469
	Iteration 66Q: 3 clusters Score -723228.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -723594.875000 Penalty: 4321.855469
	Iteration 67Q: 3 clusters Score -723594.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -723823.062500 Penalty: 4321.855469
	Iteration 68Q: 3 clusters Score -723823.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -723889.187500 Penalty: 4321.855469
	Iteration 69Q: 3 clusters Score -723889.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -723923.062500 Penalty: 4321.855469
	Iteration 70Q: 3 clusters Score -723923.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -723944.000000 Penalty: 4321.855469
	Iteration 71Q: 3 clusters Score -723944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -723958.500000 Penalty: 4321.855469
	Iteration 72Q: 3 clusters Score -723958.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -723972.875000 Penalty: 4321.855469
	Iteration 73Q: 3 clusters Score -723972.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -723980.312500 Penalty: 4321.855469
	Iteration 74Q: 3 clusters Score -723980.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -723989.312500 Penalty: 4321.855469
	Iteration 75Q: 3 clusters Score -723989.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -724000.375000 Penalty: 4321.855469
	Iteration 76Q: 3 clusters Score -724000.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -724008.875000 Penalty: 4321.855469
	Iteration 77Q: 3 clusters Score -724008.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -724026.562500 Penalty: 4321.855469
	Iteration 78Q: 3 clusters Score -724026.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -724046.062500 Penalty: 4321.855469
	Iteration 79Q: 3 clusters Score -724046.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -724072.312500 Penalty: 4321.855469
	Iteration 80F: 3 clusters Score -724072.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -724106.875000 Penalty: 4321.855469
	Iteration 81Q: 3 clusters Score -724106.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -724137.562500 Penalty: 4321.855469
	Iteration 82Q: 3 clusters Score -724137.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -724194.500000 Penalty: 4321.855469
	Iteration 83Q: 3 clusters Score -724194.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -724305.875000 Penalty: 4321.855469
	Iteration 84Q: 3 clusters Score -724305.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -724495.500000 Penalty: 4321.855469
	Iteration 85Q: 3 clusters Score -724495.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -724745.187500 Penalty: 4321.855469
	Iteration 86Q: 3 clusters Score -724745.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -725065.937500 Penalty: 4321.855469
	Iteration 87Q: 3 clusters Score -725065.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -725352.687500 Penalty: 4321.855469
	Iteration 88Q: 3 clusters Score -725352.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -725548.750000 Penalty: 4321.855469
	Iteration 89Q: 3 clusters Score -725548.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -725657.375000 Penalty: 4321.855469
	Iteration 90Q: 3 clusters Score -725657.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -725726.375000 Penalty: 4321.855469
	Iteration 91Q: 3 clusters Score -725726.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -725757.625000 Penalty: 4321.855469
	Iteration 92Q: 3 clusters Score -725757.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -725763.687500 Penalty: 4321.855469
	Iteration 93Q: 3 clusters Score -725763.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -725770.812500 Penalty: 4321.855469
	Iteration 94Q: 3 clusters Score -725770.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -725772.937500 Penalty: 4321.855469
	Iteration 95Q: 3 clusters Score -725772.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -725809.625000 Penalty: 4321.855469
	Iteration 96F: 3 clusters Score -725809.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -725817.812500 Penalty: 4321.855469
	Iteration 97Q: 3 clusters Score -725817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -725822.312500 Penalty: 4321.855469
	Iteration 98Q: 3 clusters Score -725822.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -725823.437500 Penalty: 4321.855469
	Iteration 99Q: 3 clusters Score -725823.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -725823.437500 Penalty: 4321.855469
	Iteration 100F: 3 clusters Score -725823.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 4524 members 
Mstep: Class 48 contains 15436 members 
Mstep: Class 49 contains 3154 members 
Entering Unmasked Estep 
Score: -154377568.000000 Penalty: 171196.781250
Splitting cluster 21 changes total score from -154339392.000000 to -154377568.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 22 (99094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99094 members 
Entering Unmasked Estep 
Score: -12020293.000000 Penalty: 2852.948486
	Iteration 0F: 2 clusters Score -1.202029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -11954187.000000 Penalty: 5705.896973
	Iteration 0F: 3 clusters Score -1.195419e+07 nChanged 46880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -11981109.000000 Penalty: 5705.896973
	Iteration 1F: 3 clusters Score -1.198111e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -11981963.000000 Penalty: 5705.896973
	Iteration 2Q: 3 clusters Score -1.198196e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -11982863.000000 Penalty: 5705.896973
	Iteration 3Q: 3 clusters Score -1.198286e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -11983879.000000 Penalty: 5705.896973
	Iteration 4Q: 3 clusters Score -1.198388e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -11985086.000000 Penalty: 5705.896973
	Iteration 5Q: 3 clusters Score -1.198509e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -11986973.000000 Penalty: 5705.896973
	Iteration 6Q: 3 clusters Score -1.198697e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -11989897.000000 Penalty: 5705.896973
	Iteration 7F: 3 clusters Score -1.19899e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -11993943.000000 Penalty: 5705.896973
	Iteration 8F: 3 clusters Score -1.199394e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 74123 members 
Entering Unmasked Estep 
Score: -11998727.000000 Penalty: 5705.896973
	Iteration 9F: 3 clusters Score -1.199873e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 79786 members 
Entering Unmasked Estep 
Score: -12003468.000000 Penalty: 5705.896973
	Iteration 10F: 3 clusters Score -1.200347e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -12007490.000000 Penalty: 5705.896973
	Iteration 11F: 3 clusters Score -1.200749e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 88500 members 
Entering Unmasked Estep 
Score: -12010749.000000 Penalty: 5705.896973
	Iteration 12Q: 3 clusters Score -1.201075e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -12013065.000000 Penalty: 5705.896973
	Iteration 13Q: 3 clusters Score -1.201306e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -12014623.000000 Penalty: 5705.896973
	Iteration 14Q: 3 clusters Score -1.201462e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -12015673.000000 Penalty: 5705.896973
	Iteration 15Q: 3 clusters Score -1.201567e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 96000 members 
Entering Unmasked Estep 
Score: -12016368.000000 Penalty: 5705.896973
	Iteration 16Q: 3 clusters Score -1.201637e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 96752 members 
Entering Unmasked Estep 
Score: -12016907.000000 Penalty: 5705.896973
	Iteration 17Q: 3 clusters Score -1.201691e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 97292 members 
Entering Unmasked Estep 
Score: -12017217.000000 Penalty: 5705.896973
	Iteration 18Q: 3 clusters Score -1.201722e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 97621 members 
Entering Unmasked Estep 
Score: -12017488.000000 Penalty: 5705.896973
	Iteration 19Q: 3 clusters Score -1.201749e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 97848 members 
Entering Unmasked Estep 
Score: -12017661.000000 Penalty: 5705.896973
	Iteration 20F: 3 clusters Score -1.201766e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 98002 members 
Entering Unmasked Estep 
Score: -12017817.000000 Penalty: 5705.896973
	Iteration 21Q: 3 clusters Score -1.201782e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 98099 members 
Entering Unmasked Estep 
Score: -12017891.000000 Penalty: 5705.896973
	Iteration 22Q: 3 clusters Score -1.201789e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 98155 members 
Entering Unmasked Estep 
Score: -12017915.000000 Penalty: 5705.896973
	Iteration 23Q: 3 clusters Score -1.201792e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 98194 members 
Entering Unmasked Estep 
Score: -12017958.000000 Penalty: 5705.896973
	Iteration 24Q: 3 clusters Score -1.201796e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 98224 members 
Entering Unmasked Estep 
Score: -12017995.000000 Penalty: 5705.896973
	Iteration 25Q: 3 clusters Score -1.2018e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 98255 members 
Entering Unmasked Estep 
Score: -12017999.000000 Penalty: 5705.896973
	Iteration 26Q: 3 clusters Score -1.2018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -12018022.000000 Penalty: 5705.896973
	Iteration 27Q: 3 clusters Score -1.201802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 98294 members 
Entering Unmasked Estep 
Score: -12018019.000000 Penalty: 5705.896973
	Iteration 28Q: 3 clusters Score -1.201802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 98306 members 
Entering Unmasked Estep 
Score: -12018028.000000 Penalty: 5705.896973
	Iteration 29Q: 3 clusters Score -1.201803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 98315 members 
Entering Unmasked Estep 
Score: -12018030.000000 Penalty: 5705.896973
	Iteration 30Q: 3 clusters Score -1.201803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 98325 members 
Entering Unmasked Estep 
Score: -12018040.000000 Penalty: 5705.896973
	Iteration 31Q: 3 clusters Score -1.201804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -12018063.000000 Penalty: 5705.896973
	Iteration 32Q: 3 clusters Score -1.201806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 98345 members 
Entering Unmasked Estep 
Score: -12018059.000000 Penalty: 5705.896973
	Iteration 33Q: 3 clusters Score -1.201806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 98356 members 
Entering Unmasked Estep 
Score: -12018072.000000 Penalty: 5705.896973
	Iteration 34Q: 3 clusters Score -1.201807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -12018075.000000 Penalty: 5705.896973
	Iteration 35Q: 3 clusters Score -1.201808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 98370 members 
Entering Unmasked Estep 
Score: -12018086.000000 Penalty: 5705.896973
	Iteration 36Q: 3 clusters Score -1.201809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -12018089.000000 Penalty: 5705.896973
	Iteration 37Q: 3 clusters Score -1.201809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -12018101.000000 Penalty: 5705.896973
	Iteration 38Q: 3 clusters Score -1.20181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 98397 members 
Entering Unmasked Estep 
Score: -12018108.000000 Penalty: 5705.896973
	Iteration 39Q: 3 clusters Score -1.201811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 98398 members 
Entering Unmasked Estep 
Score: -12018104.000000 Penalty: 5705.896973
	Iteration 40F: 3 clusters Score -1.20181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 98399 members 
Entering Unmasked Estep 
Score: -12018095.000000 Penalty: 5705.896973
	Iteration 41Q: 3 clusters Score -1.20181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 98399 members 
Entering Unmasked Estep 
Score: -12018095.000000 Penalty: 5705.896973
	Iteration 42F: 3 clusters Score -1.20181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Entering Unmasked Estep 
Score: -2145767.750000 Penalty: 2420.213379
	Iteration 0F: 2 clusters Score -2145768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2133382.500000 Penalty: 4840.426758
	Iteration 0F: 3 clusters Score -2133382 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2137471.000000 Penalty: 4840.426758
	Iteration 1F: 3 clusters Score -2137471 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2137856.250000 Penalty: 4840.426758
	Iteration 2F: 3 clusters Score -2137856 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2138249.000000 Penalty: 4840.426758
	Iteration 3F: 3 clusters Score -2138249 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2138724.750000 Penalty: 4840.426758
	Iteration 4F: 3 clusters Score -2138725 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2139341.250000 Penalty: 4840.426758
	Iteration 5F: 3 clusters Score -2139341 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2140199.000000 Penalty: 4840.426758
	Iteration 6F: 3 clusters Score -2140199 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2141232.500000 Penalty: 4840.426758
	Iteration 7F: 3 clusters Score -2141232 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2142199.750000 Penalty: 4840.426758
	Iteration 8F: 3 clusters Score -2142200 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2142847.500000 Penalty: 4840.426758
	Iteration 9Q: 3 clusters Score -2142848 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2143227.750000 Penalty: 4840.426758
	Iteration 10Q: 3 clusters Score -2143228 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2143401.500000 Penalty: 4840.426758
	Iteration 11Q: 3 clusters Score -2143402 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2143493.250000 Penalty: 4840.426758
	Iteration 12Q: 3 clusters Score -2143493 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2143577.500000 Penalty: 4840.426758
	Iteration 13Q: 3 clusters Score -2143578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2143631.500000 Penalty: 4840.426758
	Iteration 14Q: 3 clusters Score -2143632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2143669.000000 Penalty: 4840.426758
	Iteration 15Q: 3 clusters Score -2143669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2143696.500000 Penalty: 4840.426758
	Iteration 16Q: 3 clusters Score -2143696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2143722.750000 Penalty: 4840.426758
	Iteration 17Q: 3 clusters Score -2143723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2143741.500000 Penalty: 4840.426758
	Iteration 18Q: 3 clusters Score -2143742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2143757.500000 Penalty: 4840.426758
	Iteration 19Q: 3 clusters Score -2143758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2143772.750000 Penalty: 4840.426758
	Iteration 20F: 3 clusters Score -2143773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2143782.000000 Penalty: 4840.426758
	Iteration 21Q: 3 clusters Score -2143782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2143792.500000 Penalty: 4840.426758
	Iteration 22Q: 3 clusters Score -2143792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2143795.250000 Penalty: 4840.426758
	Iteration 23Q: 3 clusters Score -2143795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2143798.750000 Penalty: 4840.426758
	Iteration 24Q: 3 clusters Score -2143799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2143799.500000 Penalty: 4840.426758
	Iteration 25Q: 3 clusters Score -2143800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2143800.500000 Penalty: 4840.426758
	Iteration 26Q: 3 clusters Score -2143800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2143801.250000 Penalty: 4840.426758
	Iteration 27Q: 3 clusters Score -2143801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2143801.250000 Penalty: 4840.426758
	Iteration 28F: 3 clusters Score -2143801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Entering Unmasked Estep 
Score: -382048.062500 Penalty: 2044.855225
	Iteration 0F: 2 clusters Score -382048.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -378376.875000 Penalty: 4089.710449
	Iteration 0F: 3 clusters Score -378376.9 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -379747.593750 Penalty: 4089.710449
	Iteration 1F: 3 clusters Score -379747.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -380958.562500 Penalty: 4089.710449
	Iteration 2F: 3 clusters Score -380958.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -382622.406250 Penalty: 4089.710449
	Iteration 3F: 3 clusters Score -382622.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -384447.281250 Penalty: 4089.710449
	Iteration 4F: 3 clusters Score -384447.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -386287.281250 Penalty: 4089.710449
	Iteration 5F: 3 clusters Score -386287.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -387367.625000 Penalty: 4089.710449
	Iteration 6F: 3 clusters Score -387367.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -388079.343750 Penalty: 4089.710449
	Iteration 7Q: 3 clusters Score -388079.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -388618.187500 Penalty: 4089.710449
	Iteration 8Q: 3 clusters Score -388618.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -389040.531250 Penalty: 4089.710449
	Iteration 9Q: 3 clusters Score -389040.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -389237.218750 Penalty: 4089.710449
	Iteration 10Q: 3 clusters Score -389237.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -389410.937500 Penalty: 4089.710449
	Iteration 11Q: 3 clusters Score -389410.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -389484.218750 Penalty: 4089.710449
	Iteration 12Q: 3 clusters Score -389484.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -389496.062500 Penalty: 4089.710449
	Iteration 13Q: 3 clusters Score -389496.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -389501.781250 Penalty: 4089.710449
	Iteration 14Q: 3 clusters Score -389501.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -389503.531250 Penalty: 4089.710449
	Iteration 15Q: 3 clusters Score -389503.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -389503.437500 Penalty: 4089.710449
	Iteration 16Q: 3 clusters Score -389503.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -389616.250000 Penalty: 4089.710449
	Iteration 17F: 3 clusters Score -389616.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -389739.156250 Penalty: 4089.710449
	Iteration 18Q: 3 clusters Score -389739.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -389765.187500 Penalty: 4089.710449
	Iteration 19Q: 3 clusters Score -389765.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -389780.843750 Penalty: 4089.710449
	Iteration 20F: 3 clusters Score -389780.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -389784.437500 Penalty: 4089.710449
	Iteration 21Q: 3 clusters Score -389784.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -389785.312500 Penalty: 4089.710449
	Iteration 22Q: 3 clusters Score -389785.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -389785.750000 Penalty: 4089.710449
	Iteration 23Q: 3 clusters Score -389785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -389785.750000 Penalty: 4089.710449
	Iteration 24F: 3 clusters Score -389785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 2136 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 15920 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 4524 members 
Mstep: Class 48 contains 15436 members 
Mstep: Class 49 contains 3154 members 
Mstep: Class 50 contains 1674 members 
Entering Unmasked Estep 
Score: -154386800.000000 Penalty: 174690.593750
Splitting cluster 24 changes total score from -154339392.000000 to -154386800.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 25 (93886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93886 members 
Entering Unmasked Estep 
Score: -11489097.000000 Penalty: 2839.559570
	Iteration 0F: 2 clusters Score -1.14891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -11426117.000000 Penalty: 5679.119141
	Iteration 0F: 3 clusters Score -1.142612e+07 nChanged 44421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -11451400.000000 Penalty: 5679.119141
	Iteration 1F: 3 clusters Score -1.14514e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -11452187.000000 Penalty: 5679.119141
	Iteration 2Q: 3 clusters Score -1.145219e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -11453127.000000 Penalty: 5679.119141
	Iteration 3Q: 3 clusters Score -1.145313e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -11454606.000000 Penalty: 5679.119141
	Iteration 4Q: 3 clusters Score -1.145461e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -11456845.000000 Penalty: 5679.119141
	Iteration 5F: 3 clusters Score -1.145684e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -11460638.000000 Penalty: 5679.119141
	Iteration 6F: 3 clusters Score -1.146064e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -11465259.000000 Penalty: 5679.119141
	Iteration 7F: 3 clusters Score -1.146526e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 71582 members 
Entering Unmasked Estep 
Score: -11470408.000000 Penalty: 5679.119141
	Iteration 8F: 3 clusters Score -1.147041e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -11474829.000000 Penalty: 5679.119141
	Iteration 9F: 3 clusters Score -1.147483e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
Score: -11478318.000000 Penalty: 5679.119141
	Iteration 10F: 3 clusters Score -1.147832e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 85289 members 
Entering Unmasked Estep 
Score: -11481149.000000 Penalty: 5679.119141
	Iteration 11Q: 3 clusters Score -1.148115e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 88003 members 
Entering Unmasked Estep 
Score: -11483229.000000 Penalty: 5679.119141
	Iteration 12Q: 3 clusters Score -1.148323e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 90047 members 
Entering Unmasked Estep 
Score: -11484742.000000 Penalty: 5679.119141
	Iteration 13Q: 3 clusters Score -1.148474e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 91319 members 
Entering Unmasked Estep 
Score: -11485662.000000 Penalty: 5679.119141
	Iteration 14Q: 3 clusters Score -1.148566e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 92061 members 
Entering Unmasked Estep 
Score: -11486207.000000 Penalty: 5679.119141
	Iteration 15Q: 3 clusters Score -1.148621e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -11486548.000000 Penalty: 5679.119141
	Iteration 16Q: 3 clusters Score -1.148655e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -11486707.000000 Penalty: 5679.119141
	Iteration 17Q: 3 clusters Score -1.148671e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -11486812.000000 Penalty: 5679.119141
	Iteration 18Q: 3 clusters Score -1.148681e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -11486872.000000 Penalty: 5679.119141
	Iteration 19Q: 3 clusters Score -1.148687e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 92973 members 
Entering Unmasked Estep 
Score: -11486905.000000 Penalty: 5679.119141
	Iteration 20F: 3 clusters Score -1.14869e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -11486906.000000 Penalty: 5679.119141
	Iteration 21Q: 3 clusters Score -1.148691e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 93037 members 
Entering Unmasked Estep 
Score: -11486909.000000 Penalty: 5679.119141
	Iteration 22Q: 3 clusters Score -1.148691e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -11486933.000000 Penalty: 5679.119141
	Iteration 23Q: 3 clusters Score -1.148693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -11486954.000000 Penalty: 5679.119141
	Iteration 24Q: 3 clusters Score -1.148695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -11486963.000000 Penalty: 5679.119141
	Iteration 25Q: 3 clusters Score -1.148696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -11486941.000000 Penalty: 5679.119141
	Iteration 26Q: 3 clusters Score -1.148694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -11486941.000000 Penalty: 5679.119141
	Iteration 27Q: 3 clusters Score -1.148694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
Score: -11486945.000000 Penalty: 5679.119141
	Iteration 28Q: 3 clusters Score -1.148694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -11486958.000000 Penalty: 5679.119141
	Iteration 29Q: 3 clusters Score -1.148696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -11486952.000000 Penalty: 5679.119141
	Iteration 30Q: 3 clusters Score -1.148695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -11486955.000000 Penalty: 5679.119141
	Iteration 31Q: 3 clusters Score -1.148696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -11486955.000000 Penalty: 5679.119141
	Iteration 32F: 3 clusters Score -1.148696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Entering Unmasked Estep 
Score: -2487261.750000 Penalty: 2399.482178
	Iteration 0F: 2 clusters Score -2487262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2475952.250000 Penalty: 4798.964355
	Iteration 0F: 3 clusters Score -2475952 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2481528.500000 Penalty: 4798.964355
	Iteration 1F: 3 clusters Score -2481528 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2485161.750000 Penalty: 4798.964355
	Iteration 2F: 3 clusters Score -2485162 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2488177.250000 Penalty: 4798.964355
	Iteration 3F: 3 clusters Score -2488177 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2489798.000000 Penalty: 4798.964355
	Iteration 4F: 3 clusters Score -2489798 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2490482.750000 Penalty: 4798.964355
	Iteration 5F: 3 clusters Score -2490483 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2490845.250000 Penalty: 4798.964355
	Iteration 6Q: 3 clusters Score -2490845 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2491070.750000 Penalty: 4798.964355
	Iteration 7Q: 3 clusters Score -2491071 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2491197.000000 Penalty: 4798.964355
	Iteration 8Q: 3 clusters Score -2491197 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2491256.500000 Penalty: 4798.964355
	Iteration 9Q: 3 clusters Score -2491256 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2491304.500000 Penalty: 4798.964355
	Iteration 10Q: 3 clusters Score -2491304 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2491343.250000 Penalty: 4798.964355
	Iteration 11Q: 3 clusters Score -2491343 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2491380.750000 Penalty: 4798.964355
	Iteration 12Q: 3 clusters Score -2491381 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2491391.250000 Penalty: 4798.964355
	Iteration 13Q: 3 clusters Score -2491391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2491411.250000 Penalty: 4798.964355
	Iteration 14Q: 3 clusters Score -2491411 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2491413.000000 Penalty: 4798.964355
	Iteration 15Q: 3 clusters Score -2491413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2491419.500000 Penalty: 4798.964355
	Iteration 16Q: 3 clusters Score -2491420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2491435.500000 Penalty: 4798.964355
	Iteration 17Q: 3 clusters Score -2491436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2491440.750000 Penalty: 4798.964355
	Iteration 18Q: 3 clusters Score -2491441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2491449.250000 Penalty: 4798.964355
	Iteration 19Q: 3 clusters Score -2491449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2491454.250000 Penalty: 4798.964355
	Iteration 20F: 3 clusters Score -2491454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2491455.000000 Penalty: 4798.964355
	Iteration 21Q: 3 clusters Score -2491455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2491468.250000 Penalty: 4798.964355
	Iteration 22Q: 3 clusters Score -2491468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2491468.250000 Penalty: 4798.964355
	Iteration 23Q: 3 clusters Score -2491468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2491471.500000 Penalty: 4798.964355
	Iteration 24Q: 3 clusters Score -2491472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2491475.750000 Penalty: 4798.964355
	Iteration 25Q: 3 clusters Score -2491476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2491477.000000 Penalty: 4798.964355
	Iteration 26Q: 3 clusters Score -2491477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2491480.250000 Penalty: 4798.964355
	Iteration 27Q: 3 clusters Score -2491480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2491493.500000 Penalty: 4798.964355
	Iteration 28Q: 3 clusters Score -2491494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2491478.000000 Penalty: 4798.964355
	Iteration 29Q: 3 clusters Score -2491478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2491477.250000 Penalty: 4798.964355
	Iteration 30Q: 3 clusters Score -2491477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2491484.500000 Penalty: 4798.964355
	Iteration 31Q: 3 clusters Score -2491484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2491487.500000 Penalty: 4798.964355
	Iteration 32Q: 3 clusters Score -2491488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2491497.000000 Penalty: 4798.964355
	Iteration 33Q: 3 clusters Score -2491497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2491488.000000 Penalty: 4798.964355
	Iteration 34Q: 3 clusters Score -2491488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2491495.750000 Penalty: 4798.964355
	Iteration 35Q: 3 clusters Score -2491496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2491489.250000 Penalty: 4798.964355
	Iteration 36Q: 3 clusters Score -2491489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2491507.500000 Penalty: 4798.964355
	Iteration 37Q: 3 clusters Score -2491508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2491507.250000 Penalty: 4798.964355
	Iteration 38Q: 3 clusters Score -2491507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2491505.500000 Penalty: 4798.964355
	Iteration 39Q: 3 clusters Score -2491506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2491526.500000 Penalty: 4798.964355
	Iteration 40F: 3 clusters Score -2491526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2491522.250000 Penalty: 4798.964355
	Iteration 41Q: 3 clusters Score -2491522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2491524 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2491525.000000 Penalty: 4798.964355
	Iteration 43Q: 3 clusters Score -2491525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2491528.250000 Penalty: 4798.964355
	Iteration 44Q: 3 clusters Score -2491528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2491521.750000 Penalty: 4798.964355
	Iteration 45Q: 3 clusters Score -2491522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2491536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2491524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2491533.250000 Penalty: 4798.964355
	Iteration 48Q: 3 clusters Score -2491533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2491527 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2491531.000000 Penalty: 4798.964355
	Iteration 50Q: 3 clusters Score -2491531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2491529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2491529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2491532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2491529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2491521.500000 Penalty: 4798.964355
	Iteration 55Q: 3 clusters Score -2491522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2491531.000000 Penalty: 4798.964355
	Iteration 56Q: 3 clusters Score -2491531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2491527.000000 Penalty: 4798.964355
	Iteration 57Q: 3 clusters Score -2491527 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2491525 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2491525.250000 Penalty: 4798.964355
	Iteration 59Q: 3 clusters Score -2491525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2491525.750000 Penalty: 4798.964355
	Iteration 60F: 3 clusters Score -2491526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2491534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2491530 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2491526 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11034 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2491527 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2491541 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11039 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2491537 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2491526 nChanged 4
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2491524 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2491522 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2491524 nChanged 6
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Mstep: Class 1 contains 11038 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2491535 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2491534 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2491528 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2491521 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2491529 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11048 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2491528 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2491523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2491535 nChanged 4
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Mstep: Class 1 contains 11053 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2491526 nChanged 15
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Mstep: Class 1 contains 11050 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2491531 nChanged 10
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Mstep: Class 1 contains 11050 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2491534 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2491529 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11051 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2491533 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11056 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2491531 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11055 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2491525 nChanged 4
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Mstep: Class 1 contains 11059 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2491527 nChanged 13
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2491528 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11063 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2491534 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2491522 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2491536 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11071 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2491529 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2491533 nChanged 8
Entering Unmasked Mstep 
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	Iteration 93Q: 3 clusters Score -2491515 nChanged 10
Entering Unmasked Mstep 
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	Iteration 94Q: 3 clusters Score -2491520 nChanged 6
Entering Unmasked Mstep 
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	Iteration 95Q: 3 clusters Score -2491530 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11076 members 
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	Iteration 96Q: 3 clusters Score -2491540 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2491526 nChanged 5
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	Iteration 98Q: 3 clusters Score -2491524 nChanged 7
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	Iteration 99Q: 3 clusters Score -2491533 nChanged 5
Entering Unmasked Mstep 
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	Iteration 100F: 3 clusters Score -2491527 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11067 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2491539 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2491533 nChanged 6
Entering Unmasked Mstep 
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	Iteration 103Q: 3 clusters Score -2491534 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2491534 nChanged 3
Entering Unmasked Mstep 
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	Iteration 105Q: 3 clusters Score -2491536 nChanged 5
Entering Unmasked Mstep 
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	Iteration 106Q: 3 clusters Score -2491532 nChanged 7
Entering Unmasked Mstep 
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	Iteration 107Q: 3 clusters Score -2491525 nChanged 4
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	Iteration 108Q: 3 clusters Score -2491539 nChanged 8
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	Iteration 109Q: 3 clusters Score -2491530 nChanged 5
Entering Unmasked Mstep 
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	Iteration 110Q: 3 clusters Score -2491531 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2491536 nChanged 8
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2491532 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2491532 nChanged 8
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2491542 nChanged 4
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	Iteration 115Q: 3 clusters Score -2491536 nChanged 10
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	Iteration 116Q: 3 clusters Score -2491528 nChanged 6
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	Iteration 117Q: 3 clusters Score -2491530 nChanged 11
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	Iteration 118Q: 3 clusters Score -2491528 nChanged 10
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	Iteration 119Q: 3 clusters Score -2491532 nChanged 5
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	Iteration 120F: 3 clusters Score -2491538 nChanged 8
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	Iteration 121Q: 3 clusters Score -2491528 nChanged 7
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	Iteration 122Q: 3 clusters Score -2491522 nChanged 5
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	Iteration 123Q: 3 clusters Score -2491539 nChanged 3
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	Iteration 124Q: 3 clusters Score -2491529 nChanged 8
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	Iteration 125Q: 3 clusters Score -2491520 nChanged 8
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	Iteration 126Q: 3 clusters Score -2491528 nChanged 6
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	Iteration 127Q: 3 clusters Score -2491522 nChanged 4
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	Iteration 128Q: 3 clusters Score -2491535 nChanged 9
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	Iteration 129Q: 3 clusters Score -2491529 nChanged 4
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	Iteration 130Q: 3 clusters Score -2491530 nChanged 8
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	Iteration 131Q: 3 clusters Score -2491534 nChanged 12
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	Iteration 132Q: 3 clusters Score -2491536 nChanged 3
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2491532 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2491535 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2491530 nChanged 6
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	Iteration 136Q: 3 clusters Score -2491539 nChanged 3
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2491526 nChanged 3
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2491534 nChanged 3
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2491529 nChanged 2
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Entering Unmasked Estep 
Score: -2491523.250000 Penalty: 4798.964355
	Iteration 140F: 3 clusters Score -2491523 nChanged 3
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2491533 nChanged 6
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2491530 nChanged 5
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	Iteration 143Q: 3 clusters Score -2491529 nChanged 4
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	Iteration 144Q: 3 clusters Score -2491526 nChanged 5
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2491537 nChanged 8
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	Iteration 146Q: 3 clusters Score -2491523 nChanged 10
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2491526 nChanged 6
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2491531 nChanged 8
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2491538 nChanged 5
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2491522 nChanged 3
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	Iteration 151Q: 3 clusters Score -2491524 nChanged 9
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2491527 nChanged 6
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2491525 nChanged 12
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	Iteration 154Q: 3 clusters Score -2491538 nChanged 5
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	Iteration 155Q: 3 clusters Score -2491537 nChanged 7
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2491530 nChanged 5
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2491519 nChanged 8
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	Iteration 158Q: 3 clusters Score -2491522 nChanged 7
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2491524 nChanged 5
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	Iteration 160F: 3 clusters Score -2491528 nChanged 5
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	Iteration 161Q: 3 clusters Score -2491533 nChanged 9
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	Iteration 162Q: 3 clusters Score -2491519 nChanged 12
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	Iteration 163Q: 3 clusters Score -2491528 nChanged 10
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	Iteration 164Q: 3 clusters Score -2491533 nChanged 11
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	Iteration 165Q: 3 clusters Score -2491534 nChanged 9
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	Iteration 166Q: 3 clusters Score -2491530 nChanged 6
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	Iteration 167Q: 3 clusters Score -2491538 nChanged 10
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	Iteration 168Q: 3 clusters Score -2491533 nChanged 13
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	Iteration 169Q: 3 clusters Score -2491538 nChanged 13
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	Iteration 170Q: 3 clusters Score -2491523 nChanged 6
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	Iteration 171Q: 3 clusters Score -2491533 nChanged 6
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	Iteration 172Q: 3 clusters Score -2491534 nChanged 6
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	Iteration 173Q: 3 clusters Score -2491528 nChanged 4
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	Iteration 174Q: 3 clusters Score -2491540 nChanged 9
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	Iteration 175Q: 3 clusters Score -2491532 nChanged 10
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	Iteration 176Q: 3 clusters Score -2491534 nChanged 5
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	Iteration 177Q: 3 clusters Score -2491533 nChanged 2
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	Iteration 178Q: 3 clusters Score -2491538 nChanged 5
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	Iteration 179Q: 3 clusters Score -2491537 nChanged 7
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	Iteration 180F: 3 clusters Score -2491531 nChanged 8
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	Iteration 181Q: 3 clusters Score -2491536 nChanged 5
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	Iteration 182Q: 3 clusters Score -2491536 nChanged 6
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	Iteration 183Q: 3 clusters Score -2491526 nChanged 6
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	Iteration 184Q: 3 clusters Score -2491527 nChanged 9
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	Iteration 185Q: 3 clusters Score -2491528 nChanged 6
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	Iteration 186Q: 3 clusters Score -2491534 nChanged 4
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	Iteration 187Q: 3 clusters Score -2491533 nChanged 7
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	Iteration 188Q: 3 clusters Score -2491525 nChanged 2
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	Iteration 189Q: 3 clusters Score -2491529 nChanged 5
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	Iteration 190Q: 3 clusters Score -2491534 nChanged 15
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	Iteration 191Q: 3 clusters Score -2491531 nChanged 9
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	Iteration 192Q: 3 clusters Score -2491534 nChanged 7
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	Iteration 193Q: 3 clusters Score -2491531 nChanged 6
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	Iteration 194Q: 3 clusters Score -2491538 nChanged 5
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	Iteration 195Q: 3 clusters Score -2491532 nChanged 9
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	Iteration 196Q: 3 clusters Score -2491533 nChanged 6
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	Iteration 197Q: 3 clusters Score -2491520 nChanged 3
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	Iteration 198Q: 3 clusters Score -2491525 nChanged 8
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	Iteration 199Q: 3 clusters Score -2491536 nChanged 9
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	Iteration 200F: 3 clusters Score -2491532 nChanged 10
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	Iteration 201Q: 3 clusters Score -2491534 nChanged 9
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	Iteration 202Q: 3 clusters Score -2491531 nChanged 3
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	Iteration 203Q: 3 clusters Score -2491533 nChanged 13
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	Iteration 204Q: 3 clusters Score -2491535 nChanged 11
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	Iteration 205Q: 3 clusters Score -2491529 nChanged 7
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	Iteration 206Q: 3 clusters Score -2491525 nChanged 10
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	Iteration 207Q: 3 clusters Score -2491541 nChanged 8
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	Iteration 208Q: 3 clusters Score -2491532 nChanged 14
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	Iteration 209Q: 3 clusters Score -2491531 nChanged 9
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	Iteration 210Q: 3 clusters Score -2491534 nChanged 7
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	Iteration 211Q: 3 clusters Score -2491526 nChanged 8
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	Iteration 212Q: 3 clusters Score -2491535 nChanged 10
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	Iteration 213Q: 3 clusters Score -2491538 nChanged 9
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	Iteration 214Q: 3 clusters Score -2491530 nChanged 13
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	Iteration 215Q: 3 clusters Score -2491540 nChanged 9
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	Iteration 216Q: 3 clusters Score -2491536 nChanged 8
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	Iteration 217Q: 3 clusters Score -2491538 nChanged 5
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	Iteration 218Q: 3 clusters Score -2491528 nChanged 9
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	Iteration 219Q: 3 clusters Score -2491532 nChanged 7
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	Iteration 220F: 3 clusters Score -2491538 nChanged 10
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	Iteration 221Q: 3 clusters Score -2491540 nChanged 1
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	Iteration 222Q: 3 clusters Score -2491535 nChanged 4
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	Iteration 223Q: 3 clusters Score -2491535 nChanged 4
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	Iteration 224Q: 3 clusters Score -2491537 nChanged 6
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	Iteration 225Q: 3 clusters Score -2491533 nChanged 8
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	Iteration 226Q: 3 clusters Score -2491531 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2491538 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2491527 nChanged 11
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -2491529 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -2491535 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -2491536 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -2491532 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -2491533 nChanged 2
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -2491537 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -2491546 nChanged 11
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -2491542 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -2491536 nChanged 9
Entering Unmasked Mstep 
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	Iteration 238Q: 3 clusters Score -2491542 nChanged 3
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	Iteration 239Q: 3 clusters Score -2491542 nChanged 3
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -2491538 nChanged 6
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	Iteration 241Q: 3 clusters Score -2491532 nChanged 4
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	Iteration 242Q: 3 clusters Score -2491528 nChanged 6
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -2491539 nChanged 6
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -2491538 nChanged 5
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -2491536 nChanged 4
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	Iteration 246Q: 3 clusters Score -2491539 nChanged 6
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -2491537 nChanged 7
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	Iteration 248Q: 3 clusters Score -2491522 nChanged 6
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	Iteration 249Q: 3 clusters Score -2491531 nChanged 6
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	Iteration 250Q: 3 clusters Score -2491528 nChanged 7
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Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -2491532 nChanged 7
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	Iteration 252Q: 3 clusters Score -2491536 nChanged 5
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	Iteration 253Q: 3 clusters Score -2491542 nChanged 4
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	Iteration 254Q: 3 clusters Score -2491548 nChanged 4
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	Iteration 255Q: 3 clusters Score -2491534 nChanged 3
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -2491543 nChanged 3
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	Iteration 257Q: 3 clusters Score -2491525 nChanged 3
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	Iteration 258Q: 3 clusters Score -2491537 nChanged 6
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	Iteration 259Q: 3 clusters Score -2491533 nChanged 13
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	Iteration 260F: 3 clusters Score -2491534 nChanged 9
Entering Unmasked Mstep 
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	Iteration 261Q: 3 clusters Score -2491548 nChanged 11
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	Iteration 262Q: 3 clusters Score -2491534 nChanged 5
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	Iteration 263Q: 3 clusters Score -2491532 nChanged 6
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	Iteration 264Q: 3 clusters Score -2491535 nChanged 7
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	Iteration 265Q: 3 clusters Score -2491535 nChanged 8
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	Iteration 266Q: 3 clusters Score -2491525 nChanged 2
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	Iteration 267Q: 3 clusters Score -2491538 nChanged 3
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	Iteration 268Q: 3 clusters Score -2491539 nChanged 6
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	Iteration 269Q: 3 clusters Score -2491540 nChanged 7
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	Iteration 270Q: 3 clusters Score -2491525 nChanged 7
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	Iteration 271Q: 3 clusters Score -2491523 nChanged 5
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	Iteration 272Q: 3 clusters Score -2491532 nChanged 4
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	Iteration 273Q: 3 clusters Score -2491543 nChanged 5
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	Iteration 274Q: 3 clusters Score -2491537 nChanged 1
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	Iteration 275Q: 3 clusters Score -2491534 nChanged 6
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	Iteration 276Q: 3 clusters Score -2491543 nChanged 4
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	Iteration 277Q: 3 clusters Score -2491535 nChanged 2
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	Iteration 278Q: 3 clusters Score -2491538 nChanged 9
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	Iteration 279Q: 3 clusters Score -2491534 nChanged 10
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	Iteration 280F: 3 clusters Score -2491532 nChanged 2
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	Iteration 281Q: 3 clusters Score -2491541 nChanged 3
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	Iteration 282Q: 3 clusters Score -2491536 nChanged 3
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	Iteration 283Q: 3 clusters Score -2491542 nChanged 6
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	Iteration 284Q: 3 clusters Score -2491539 nChanged 3
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	Iteration 285Q: 3 clusters Score -2491529 nChanged 1
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	Iteration 286Q: 3 clusters Score -2491529 nChanged 6
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	Iteration 287Q: 3 clusters Score -2491540 nChanged 8
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	Iteration 288Q: 3 clusters Score -2491539 nChanged 10
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	Iteration 289Q: 3 clusters Score -2491536 nChanged 7
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	Iteration 290Q: 3 clusters Score -2491538 nChanged 8
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	Iteration 291Q: 3 clusters Score -2491531 nChanged 6
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	Iteration 292Q: 3 clusters Score -2491550 nChanged 3
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	Iteration 293Q: 3 clusters Score -2491533 nChanged 10
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	Iteration 294Q: 3 clusters Score -2491532 nChanged 2
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	Iteration 295Q: 3 clusters Score -2491542 nChanged 5
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	Iteration 296Q: 3 clusters Score -2491537 nChanged 6
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	Iteration 297Q: 3 clusters Score -2491534 nChanged 3
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	Iteration 298Q: 3 clusters Score -2491539 nChanged 4
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	Iteration 299Q: 3 clusters Score -2491536 nChanged 4
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	Iteration 300F: 3 clusters Score -2491527 nChanged 8
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	Iteration 301Q: 3 clusters Score -2491532 nChanged 7
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	Iteration 302Q: 3 clusters Score -2491522 nChanged 4
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	Iteration 303Q: 3 clusters Score -2491536 nChanged 5
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	Iteration 304Q: 3 clusters Score -2491544 nChanged 11
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	Iteration 306Q: 3 clusters Score -2491546 nChanged 5
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	Iteration 307Q: 3 clusters Score -2491536 nChanged 5
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	Iteration 308Q: 3 clusters Score -2491542 nChanged 5
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	Iteration 309Q: 3 clusters Score -2491530 nChanged 8
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	Iteration 310Q: 3 clusters Score -2491536 nChanged 4
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	Iteration 311Q: 3 clusters Score -2491552 nChanged 5
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	Iteration 312Q: 3 clusters Score -2491539 nChanged 4
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	Iteration 313Q: 3 clusters Score -2491543 nChanged 1
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	Iteration 314Q: 3 clusters Score -2491542 nChanged 2
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	Iteration 315Q: 3 clusters Score -2491539 nChanged 1
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	Iteration 316Q: 3 clusters Score -2491536 nChanged 4
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	Iteration 317Q: 3 clusters Score -2491542 nChanged 2
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	Iteration 318Q: 3 clusters Score -2491540 nChanged 1
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Entering Unmasked Estep 
Score: -2491535.500000 Penalty: 4798.964355
	Iteration 319Q: 3 clusters Score -2491536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2491543.000000 Penalty: 4798.964355
	Iteration 320F: 3 clusters Score -2491543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2491536.250000 Penalty: 4798.964355
	Iteration 321Q: 3 clusters Score -2491536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2491538.250000 Penalty: 4798.964355
	Iteration 322Q: 3 clusters Score -2491538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2491542.750000 Penalty: 4798.964355
	Iteration 323Q: 3 clusters Score -2491543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2491533.000000 Penalty: 4798.964355
	Iteration 324Q: 3 clusters Score -2491533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2491527.750000 Penalty: 4798.964355
	Iteration 325Q: 3 clusters Score -2491528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2491537.750000 Penalty: 4798.964355
	Iteration 326Q: 3 clusters Score -2491538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2491535.250000 Penalty: 4798.964355
	Iteration 327Q: 3 clusters Score -2491535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2491526.000000 Penalty: 4798.964355
	Iteration 328Q: 3 clusters Score -2491526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2491530.000000 Penalty: 4798.964355
	Iteration 329Q: 3 clusters Score -2491530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2491534.000000 Penalty: 4798.964355
	Iteration 330Q: 3 clusters Score -2491534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2491534.750000 Penalty: 4798.964355
	Iteration 331Q: 3 clusters Score -2491535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2491539.500000 Penalty: 4798.964355
	Iteration 332Q: 3 clusters Score -2491540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2491538.500000 Penalty: 4798.964355
	Iteration 333Q: 3 clusters Score -2491538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2491538.750000 Penalty: 4798.964355
	Iteration 334Q: 3 clusters Score -2491539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2491540.750000 Penalty: 4798.964355
	Iteration 335Q: 3 clusters Score -2491541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2491541.750000 Penalty: 4798.964355
	Iteration 336Q: 3 clusters Score -2491542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2491541.750000 Penalty: 4798.964355
	Iteration 337F: 3 clusters Score -2491542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 2136 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 11112 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 4524 members 
Mstep: Class 48 contains 15436 members 
Mstep: Class 49 contains 3154 members 
Mstep: Class 50 contains 1674 members 
Mstep: Class 51 contains 4808 members 
Entering Unmasked Estep 
Score: -154390384.000000 Penalty: 178184.406250
Splitting cluster 26 changes total score from -154339392.000000 to -154390384.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 27 (7345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Entering Unmasked Estep 
Score: -827698.937500 Penalty: 2207.640381
	Iteration 0F: 2 clusters Score -827698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -821719.187500 Penalty: 4415.280762
	Iteration 0F: 3 clusters Score -821719.2 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -823688.500000 Penalty: 4415.280762
	Iteration 1F: 3 clusters Score -823688.5 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -825086.750000 Penalty: 4415.280762
	Iteration 2F: 3 clusters Score -825086.8 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -826720.187500 Penalty: 4415.280762
	Iteration 3F: 3 clusters Score -826720.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -827777.062500 Penalty: 4415.280762
	Iteration 4F: 3 clusters Score -827777.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -828361.062500 Penalty: 4415.280762
	Iteration 5F: 3 clusters Score -828361.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -828656.312500 Penalty: 4415.280762
	Iteration 6Q: 3 clusters Score -828656.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -828857.000000 Penalty: 4415.280762
	Iteration 7Q: 3 clusters Score -828857 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -828970.187500 Penalty: 4415.280762
	Iteration 8Q: 3 clusters Score -828970.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -829066.250000 Penalty: 4415.280762
	Iteration 9Q: 3 clusters Score -829066.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -829137.062500 Penalty: 4415.280762
	Iteration 10Q: 3 clusters Score -829137.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -829193.937500 Penalty: 4415.280762
	Iteration 11Q: 3 clusters Score -829193.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -829239.375000 Penalty: 4415.280762
	Iteration 12Q: 3 clusters Score -829239.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -829269.250000 Penalty: 4415.280762
	Iteration 13Q: 3 clusters Score -829269.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -829296.187500 Penalty: 4415.280762
	Iteration 14Q: 3 clusters Score -829296.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -829321.687500 Penalty: 4415.280762
	Iteration 15Q: 3 clusters Score -829321.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -829334.187500 Penalty: 4415.280762
	Iteration 16Q: 3 clusters Score -829334.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -829350.125000 Penalty: 4415.280762
	Iteration 17Q: 3 clusters Score -829350.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -829362.562500 Penalty: 4415.280762
	Iteration 18Q: 3 clusters Score -829362.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -829367.687500 Penalty: 4415.280762
	Iteration 19Q: 3 clusters Score -829367.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -829373.562500 Penalty: 4415.280762
	Iteration 20F: 3 clusters Score -829373.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -829377.750000 Penalty: 4415.280762
	Iteration 21Q: 3 clusters Score -829377.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -829379.375000 Penalty: 4415.280762
	Iteration 22Q: 3 clusters Score -829379.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -829382.562500 Penalty: 4415.280762
	Iteration 23Q: 3 clusters Score -829382.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -829381.937500 Penalty: 4415.280762
	Iteration 24Q: 3 clusters Score -829381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -829383.437500 Penalty: 4415.280762
	Iteration 25Q: 3 clusters Score -829383.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -829383.437500 Penalty: 4415.280762
	Iteration 26F: 3 clusters Score -829383.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 2136 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 11112 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 36145 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 4524 members 
Mstep: Class 48 contains 15436 members 
Mstep: Class 49 contains 3154 members 
Mstep: Class 50 contains 1674 members 
Mstep: Class 51 contains 4808 members 
Mstep: Class 52 contains 2761 members 
Entering Unmasked Estep 
Score: -154390848.000000 Penalty: 181678.218750
Splitting cluster 27 changes total score from -154339392.000000 to -154390848.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 28 (36145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Entering Unmasked Estep 
Score: -4164195.500000 Penalty: 2602.832764
	Iteration 0F: 2 clusters Score -4164196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4139935.500000 Penalty: 5205.665527
	Iteration 0F: 3 clusters Score -4139936 nChanged 16575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4155774.250000 Penalty: 5205.665527
	Iteration 1F: 3 clusters Score -4155774 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -4164478.250000 Penalty: 5205.665527
	Iteration 2F: 3 clusters Score -4164478 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -4170048.500000 Penalty: 5205.665527
	Iteration 3F: 3 clusters Score -4170048 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -4173006.500000 Penalty: 5205.665527
	Iteration 4F: 3 clusters Score -4173006 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -4174540.000000 Penalty: 5205.665527
	Iteration 5F: 3 clusters Score -4174540 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -4175364.750000 Penalty: 5205.665527
	Iteration 6Q: 3 clusters Score -4175365 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -4175968.750000 Penalty: 5205.665527
	Iteration 7Q: 3 clusters Score -4175969 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -4176493.000000 Penalty: 5205.665527
	Iteration 8Q: 3 clusters Score -4176493 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -4176959.000000 Penalty: 5205.665527
	Iteration 9Q: 3 clusters Score -4176959 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -4177335.250000 Penalty: 5205.665527
	Iteration 10Q: 3 clusters Score -4177335 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4177612.500000 Penalty: 5205.665527
	Iteration 11Q: 3 clusters Score -4177612 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -4177870.500000 Penalty: 5205.665527
	Iteration 12Q: 3 clusters Score -4177870 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4178114.500000 Penalty: 5205.665527
	Iteration 13Q: 3 clusters Score -4178114 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4178357.000000 Penalty: 5205.665527
	Iteration 14Q: 3 clusters Score -4178357 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -4178634.000000 Penalty: 5205.665527
	Iteration 15Q: 3 clusters Score -4178634 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -4178886.000000 Penalty: 5205.665527
	Iteration 16Q: 3 clusters Score -4178886 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4179106.500000 Penalty: 5205.665527
	Iteration 17Q: 3 clusters Score -4179106 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4179269.250000 Penalty: 5205.665527
	Iteration 18Q: 3 clusters Score -4179269 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -4179351.000000 Penalty: 5205.665527
	Iteration 19Q: 3 clusters Score -4179351 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4179403.750000 Penalty: 5205.665527
	Iteration 20F: 3 clusters Score -4179404 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4179444.250000 Penalty: 5205.665527
	Iteration 21Q: 3 clusters Score -4179444 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4179484.250000 Penalty: 5205.665527
	Iteration 22Q: 3 clusters Score -4179484 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4179529.000000 Penalty: 5205.665527
	Iteration 23Q: 3 clusters Score -4179529 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4179587.250000 Penalty: 5205.665527
	Iteration 24Q: 3 clusters Score -4179587 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4179620.000000 Penalty: 5205.665527
	Iteration 25Q: 3 clusters Score -4179620 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4179657.250000 Penalty: 5205.665527
	Iteration 26Q: 3 clusters Score -4179657 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -4179695.000000 Penalty: 5205.665527
	Iteration 27Q: 3 clusters Score -4179695 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -4179722.750000 Penalty: 5205.665527
	Iteration 28Q: 3 clusters Score -4179723 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4179740.000000 Penalty: 5205.665527
	Iteration 29Q: 3 clusters Score -4179740 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -4179755.500000 Penalty: 5205.665527
	Iteration 30Q: 3 clusters Score -4179756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -4179770.000000 Penalty: 5205.665527
	Iteration 31Q: 3 clusters Score -4179770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -4179785.500000 Penalty: 5205.665527
	Iteration 32Q: 3 clusters Score -4179786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -4179792.750000 Penalty: 5205.665527
	Iteration 33Q: 3 clusters Score -4179793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -4179798.250000 Penalty: 5205.665527
	Iteration 34Q: 3 clusters Score -4179798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -4179792.500000 Penalty: 5205.665527
	Iteration 35Q: 3 clusters Score -4179792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -4179796.250000 Penalty: 5205.665527
	Iteration 36Q: 3 clusters Score -4179796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4179795.250000 Penalty: 5205.665527
	Iteration 37Q: 3 clusters Score -4179795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -4179797.750000 Penalty: 5205.665527
	Iteration 38Q: 3 clusters Score -4179798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -4179802.000000 Penalty: 5205.665527
	Iteration 39Q: 3 clusters Score -4179802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -4179803.750000 Penalty: 5205.665527
	Iteration 40F: 3 clusters Score -4179804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -4179800.250000 Penalty: 5205.665527
	Iteration 41Q: 3 clusters Score -4179800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4179802.000000 Penalty: 5205.665527
	Iteration 42Q: 3 clusters Score -4179802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4179802.000000 Penalty: 5205.665527
	Iteration 43F: 3 clusters Score -4179802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 2136 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 11112 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 31122 members 
Mstep: Class 29 contains 106442 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 4524 members 
Mstep: Class 48 contains 15436 members 
Mstep: Class 49 contains 3154 members 
Mstep: Class 50 contains 1674 members 
Mstep: Class 51 contains 4808 members 
Mstep: Class 52 contains 2761 members 
Mstep: Class 53 contains 5023 members 
Entering Unmasked Estep 
Score: -154404608.000000 Penalty: 185172.031250
Splitting cluster 28 changes total score from -154339392.000000 to -154404608.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 29 (106442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106442 members 
Entering Unmasked Estep 
Score: -12925280.000000 Penalty: 2870.688232
	Iteration 0F: 2 clusters Score -1.292528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -12854474.000000 Penalty: 5741.376465
	Iteration 0F: 3 clusters Score -1.285447e+07 nChanged 50420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -12883607.000000 Penalty: 5741.376465
	Iteration 1F: 3 clusters Score -1.288361e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -12885096.000000 Penalty: 5741.376465
	Iteration 2Q: 3 clusters Score -1.28851e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -12887221.000000 Penalty: 5741.376465
	Iteration 3Q: 3 clusters Score -1.288722e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -12890552.000000 Penalty: 5741.376465
	Iteration 4F: 3 clusters Score -1.289055e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -12894919.000000 Penalty: 5741.376465
	Iteration 5F: 3 clusters Score -1.289492e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -12900392.000000 Penalty: 5741.376465
	Iteration 6F: 3 clusters Score -1.290039e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
Score: -12906491.000000 Penalty: 5741.376465
	Iteration 7F: 3 clusters Score -1.290649e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -12912098.000000 Penalty: 5741.376465
	Iteration 8F: 3 clusters Score -1.29121e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 79108 members 
Entering Unmasked Estep 
Score: -12916798.000000 Penalty: 5741.376465
	Iteration 9F: 3 clusters Score -1.29168e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -12920364.000000 Penalty: 5741.376465
	Iteration 10Q: 3 clusters Score -1.292036e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 84778 members 
Entering Unmasked Estep 
Score: -12922424.000000 Penalty: 5741.376465
	Iteration 11Q: 3 clusters Score -1.292242e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -12923644.000000 Penalty: 5741.376465
	Iteration 12Q: 3 clusters Score -1.292364e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 87905 members 
Entering Unmasked Estep 
Score: -12924332.000000 Penalty: 5741.376465
	Iteration 13Q: 3 clusters Score -1.292433e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -12924744.000000 Penalty: 5741.376465
	Iteration 14Q: 3 clusters Score -1.292474e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 89827 members 
Entering Unmasked Estep 
Score: -12924997.000000 Penalty: 5741.376465
	Iteration 15Q: 3 clusters Score -1.2925e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 90495 members 
Entering Unmasked Estep 
Score: -12925162.000000 Penalty: 5741.376465
	Iteration 16Q: 3 clusters Score -1.292516e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 91048 members 
Entering Unmasked Estep 
Score: -12925269.000000 Penalty: 5741.376465
	Iteration 17Q: 3 clusters Score -1.292527e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 91534 members 
Entering Unmasked Estep 
Score: -12925375.000000 Penalty: 5741.376465
	Iteration 18Q: 3 clusters Score -1.292538e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 91942 members 
Entering Unmasked Estep 
Score: -12925443.000000 Penalty: 5741.376465
	Iteration 19Q: 3 clusters Score -1.292544e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 92301 members 
Entering Unmasked Estep 
Score: -12925491.000000 Penalty: 5741.376465
	Iteration 20F: 3 clusters Score -1.292549e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 92596 members 
Entering Unmasked Estep 
Score: -12925491.000000 Penalty: 5741.376465
	Iteration 21Q: 3 clusters Score -1.292549e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 92858 members 
Entering Unmasked Estep 
Score: -12925523.000000 Penalty: 5741.376465
	Iteration 22Q: 3 clusters Score -1.292552e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -12925559.000000 Penalty: 5741.376465
	Iteration 23Q: 3 clusters Score -1.292556e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -12925544.000000 Penalty: 5741.376465
	Iteration 24Q: 3 clusters Score -1.292554e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 93424 members 
Entering Unmasked Estep 
Score: -12925537.000000 Penalty: 5741.376465
	Iteration 25Q: 3 clusters Score -1.292554e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 93558 members 
Entering Unmasked Estep 
Score: -12925550.000000 Penalty: 5741.376465
	Iteration 26Q: 3 clusters Score -1.292555e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 93658 members 
Entering Unmasked Estep 
Score: -12925583.000000 Penalty: 5741.376465
	Iteration 27Q: 3 clusters Score -1.292558e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 93763 members 
Entering Unmasked Estep 
Score: -12925596.000000 Penalty: 5741.376465
	Iteration 28Q: 3 clusters Score -1.29256e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 93854 members 
Entering Unmasked Estep 
Score: -12925611.000000 Penalty: 5741.376465
	Iteration 29Q: 3 clusters Score -1.292561e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 93943 members 
Entering Unmasked Estep 
Score: -12925624.000000 Penalty: 5741.376465
	Iteration 30Q: 3 clusters Score -1.292562e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 94041 members 
Entering Unmasked Estep 
Score: -12925640.000000 Penalty: 5741.376465
	Iteration 31Q: 3 clusters Score -1.292564e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -12925653.000000 Penalty: 5741.376465
	Iteration 32Q: 3 clusters Score -1.292565e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 94197 members 
Entering Unmasked Estep 
Score: -12925624.000000 Penalty: 5741.376465
	Iteration 33Q: 3 clusters Score -1.292562e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 94278 members 
Entering Unmasked Estep 
Score: -12925640.000000 Penalty: 5741.376465
	Iteration 34Q: 3 clusters Score -1.292564e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 94345 members 
Entering Unmasked Estep 
Score: -12925647.000000 Penalty: 5741.376465
	Iteration 35Q: 3 clusters Score -1.292565e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 94416 members 
Entering Unmasked Estep 
Score: -12925636.000000 Penalty: 5741.376465
	Iteration 36Q: 3 clusters Score -1.292564e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 94473 members 
Entering Unmasked Estep 
Score: -12925638.000000 Penalty: 5741.376465
	Iteration 37Q: 3 clusters Score -1.292564e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 94520 members 
Entering Unmasked Estep 
Score: -12925639.000000 Penalty: 5741.376465
	Iteration 38Q: 3 clusters Score -1.292564e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 94559 members 
Entering Unmasked Estep 
Score: -12925626.000000 Penalty: 5741.376465
	Iteration 39Q: 3 clusters Score -1.292563e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 94597 members 
Entering Unmasked Estep 
Score: -12925644.000000 Penalty: 5741.376465
	Iteration 40F: 3 clusters Score -1.292564e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -12925651.000000 Penalty: 5741.376465
	Iteration 41Q: 3 clusters Score -1.292565e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 94667 members 
Entering Unmasked Estep 
Score: -12925653.000000 Penalty: 5741.376465
	Iteration 42Q: 3 clusters Score -1.292565e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
Score: -12925647.000000 Penalty: 5741.376465
	Iteration 43Q: 3 clusters Score -1.292565e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -12925639.000000 Penalty: 5741.376465
	Iteration 44Q: 3 clusters Score -1.292564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -12925653.000000 Penalty: 5741.376465
	Iteration 45Q: 3 clusters Score -1.292565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 94770 members 
Entering Unmasked Estep 
Score: -12925643.000000 Penalty: 5741.376465
	Iteration 46Q: 3 clusters Score -1.292564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 94792 members 
Entering Unmasked Estep 
Score: -12925641.000000 Penalty: 5741.376465
	Iteration 47Q: 3 clusters Score -1.292564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 94808 members 
Entering Unmasked Estep 
Score: -12925634.000000 Penalty: 5741.376465
	Iteration 48Q: 3 clusters Score -1.292563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 94823 members 
Entering Unmasked Estep 
Score: -12925626.000000 Penalty: 5741.376465
	Iteration 49Q: 3 clusters Score -1.292563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -12925628.000000 Penalty: 5741.376465
	Iteration 50Q: 3 clusters Score -1.292563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 94851 members 
Entering Unmasked Estep 
Score: -12925647.000000 Penalty: 5741.376465
	Iteration 51Q: 3 clusters Score -1.292565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -12925654.000000 Penalty: 5741.376465
	Iteration 52Q: 3 clusters Score -1.292565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 94880 members 
Entering Unmasked Estep 
Score: -12925664.000000 Penalty: 5741.376465
	Iteration 53Q: 3 clusters Score -1.292566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 94894 members 
Entering Unmasked Estep 
Score: -12925661.000000 Penalty: 5741.376465
	Iteration 54Q: 3 clusters Score -1.292566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 94903 members 
Entering Unmasked Estep 
Score: -12925664.000000 Penalty: 5741.376465
	Iteration 55Q: 3 clusters Score -1.292566e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 94922 members 
Entering Unmasked Estep 
Score: -12925659.000000 Penalty: 5741.376465
	Iteration 56Q: 3 clusters Score -1.292566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 94943 members 
Entering Unmasked Estep 
Score: -12925673.000000 Penalty: 5741.376465
	Iteration 57Q: 3 clusters Score -1.292567e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -12925655.000000 Penalty: 5741.376465
	Iteration 58Q: 3 clusters Score -1.292566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 94983 members 
Entering Unmasked Estep 
Score: -12925663.000000 Penalty: 5741.376465
	Iteration 59Q: 3 clusters Score -1.292566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 94993 members 
Entering Unmasked Estep 
Score: -12925662.000000 Penalty: 5741.376465
	Iteration 60F: 3 clusters Score -1.292566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -12925659.000000 Penalty: 5741.376465
	Iteration 61Q: 3 clusters Score -1.292566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 95013 members 
Entering Unmasked Estep 
Score: -12925653.000000 Penalty: 5741.376465
	Iteration 62Q: 3 clusters Score -1.292565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -12925654.000000 Penalty: 5741.376465
	Iteration 63Q: 3 clusters Score -1.292565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 95025 members 
Entering Unmasked Estep 
Score: -12925658.000000 Penalty: 5741.376465
	Iteration 64Q: 3 clusters Score -1.292566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -12925658.000000 Penalty: 5741.376465
	Iteration 65Q: 3 clusters Score -1.292566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 95032 members 
Entering Unmasked Estep 
Score: -12925658.000000 Penalty: 5741.376465
	Iteration 66Q: 3 clusters Score -1.292566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 95035 members 
Entering Unmasked Estep 
Score: -12925665.000000 Penalty: 5741.376465
	Iteration 67Q: 3 clusters Score -1.292566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 95045 members 
Entering Unmasked Estep 
Score: -12925669.000000 Penalty: 5741.376465
	Iteration 68Q: 3 clusters Score -1.292567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -12925667.000000 Penalty: 5741.376465
	Iteration 69Q: 3 clusters Score -1.292567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 95059 members 
Entering Unmasked Estep 
Score: -12925662.000000 Penalty: 5741.376465
	Iteration 70Q: 3 clusters Score -1.292566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 95063 members 
Entering Unmasked Estep 
Score: -12925656.000000 Penalty: 5741.376465
	Iteration 71Q: 3 clusters Score -1.292566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 95067 members 
Entering Unmasked Estep 
Score: -12925655.000000 Penalty: 5741.376465
	Iteration 72Q: 3 clusters Score -1.292566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 95070 members 
Entering Unmasked Estep 
Score: -12925664.000000 Penalty: 5741.376465
	Iteration 73Q: 3 clusters Score -1.292566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 95075 members 
Entering Unmasked Estep 
Score: -12925665.000000 Penalty: 5741.376465
	Iteration 74Q: 3 clusters Score -1.292566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 95084 members 
Entering Unmasked Estep 
Score: -12925670.000000 Penalty: 5741.376465
	Iteration 75Q: 3 clusters Score -1.292567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -12925667.000000 Penalty: 5741.376465
	Iteration 76Q: 3 clusters Score -1.292567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 95095 members 
Entering Unmasked Estep 
Score: -12925653.000000 Penalty: 5741.376465
	Iteration 77Q: 3 clusters Score -1.292565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 95098 members 
Entering Unmasked Estep 
Score: -12925653.000000 Penalty: 5741.376465
	Iteration 78Q: 3 clusters Score -1.292565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 95101 members 
Entering Unmasked Estep 
Score: -12925653.000000 Penalty: 5741.376465
	Iteration 79Q: 3 clusters Score -1.292565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 95106 members 
Entering Unmasked Estep 
Score: -12925663.000000 Penalty: 5741.376465
	Iteration 80F: 3 clusters Score -1.292566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 95111 members 
Entering Unmasked Estep 
Score: -12925673.000000 Penalty: 5741.376465
	Iteration 81Q: 3 clusters Score -1.292567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 95119 members 
Entering Unmasked Estep 
Score: -12925670.000000 Penalty: 5741.376465
	Iteration 82Q: 3 clusters Score -1.292567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -12925674.000000 Penalty: 5741.376465
	Iteration 83Q: 3 clusters Score -1.292567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -12925673.000000 Penalty: 5741.376465
	Iteration 84Q: 3 clusters Score -1.292567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 95148 members 
Entering Unmasked Estep 
Score: -12925667.000000 Penalty: 5741.376465
	Iteration 85Q: 3 clusters Score -1.292567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -12925675.000000 Penalty: 5741.376465
	Iteration 86Q: 3 clusters Score -1.292568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 95170 members 
Entering Unmasked Estep 
Score: -12925690.000000 Penalty: 5741.376465
	Iteration 87Q: 3 clusters Score -1.292569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
Score: -12925700.000000 Penalty: 5741.376465
	Iteration 88Q: 3 clusters Score -1.29257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -12925709.000000 Penalty: 5741.376465
	Iteration 89Q: 3 clusters Score -1.292571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 95218 members 
Entering Unmasked Estep 
Score: -12925717.000000 Penalty: 5741.376465
	Iteration 90Q: 3 clusters Score -1.292572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 95235 members 
Entering Unmasked Estep 
Score: -12925719.000000 Penalty: 5741.376465
	Iteration 91Q: 3 clusters Score -1.292572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 95249 members 
Entering Unmasked Estep 
Score: -12925710.000000 Penalty: 5741.376465
	Iteration 92Q: 3 clusters Score -1.292571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 95261 members 
Entering Unmasked Estep 
Score: -12925699.000000 Penalty: 5741.376465
	Iteration 93Q: 3 clusters Score -1.29257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 95275 members 
Entering Unmasked Estep 
Score: -12925715.000000 Penalty: 5741.376465
	Iteration 94Q: 3 clusters Score -1.292572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 95294 members 
Entering Unmasked Estep 
Score: -12925701.000000 Penalty: 5741.376465
	Iteration 95Q: 3 clusters Score -1.29257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 95309 members 
Entering Unmasked Estep 
Score: -12925696.000000 Penalty: 5741.376465
	Iteration 96Q: 3 clusters Score -1.29257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -12925701.000000 Penalty: 5741.376465
	Iteration 97Q: 3 clusters Score -1.29257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 95343 members 
Entering Unmasked Estep 
Score: -12925714.000000 Penalty: 5741.376465
	Iteration 98Q: 3 clusters Score -1.292571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -12925715.000000 Penalty: 5741.376465
	Iteration 99Q: 3 clusters Score -1.292572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 95376 members 
Entering Unmasked Estep 
Score: -12925704.000000 Penalty: 5741.376465
	Iteration 100F: 3 clusters Score -1.29257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -12925712.000000 Penalty: 5741.376465
	Iteration 101Q: 3 clusters Score -1.292571e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 95416 members 
Entering Unmasked Estep 
Score: -12925701.000000 Penalty: 5741.376465
	Iteration 102Q: 3 clusters Score -1.29257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 95434 members 
Entering Unmasked Estep 
Score: -12925689.000000 Penalty: 5741.376465
	Iteration 103Q: 3 clusters Score -1.292569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -12925687.000000 Penalty: 5741.376465
	Iteration 104Q: 3 clusters Score -1.292569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -12925674.000000 Penalty: 5741.376465
	Iteration 105Q: 3 clusters Score -1.292567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 95479 members 
Entering Unmasked Estep 
Score: -12925693.000000 Penalty: 5741.376465
	Iteration 106Q: 3 clusters Score -1.292569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 95486 members 
Entering Unmasked Estep 
Score: -12925678.000000 Penalty: 5741.376465
	Iteration 107Q: 3 clusters Score -1.292568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -12925679.000000 Penalty: 5741.376465
	Iteration 108Q: 3 clusters Score -1.292568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 95499 members 
Entering Unmasked Estep 
Score: -12925673.000000 Penalty: 5741.376465
	Iteration 109Q: 3 clusters Score -1.292567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 95509 members 
Entering Unmasked Estep 
Score: -12925677.000000 Penalty: 5741.376465
	Iteration 110Q: 3 clusters Score -1.292568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 95515 members 
Entering Unmasked Estep 
Score: -12925683.000000 Penalty: 5741.376465
	Iteration 111Q: 3 clusters Score -1.292568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -12925687.000000 Penalty: 5741.376465
	Iteration 112Q: 3 clusters Score -1.292569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 95520 members 
Entering Unmasked Estep 
Score: -12925694.000000 Penalty: 5741.376465
	Iteration 113Q: 3 clusters Score -1.292569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 95523 members 
Entering Unmasked Estep 
Score: -12925691.000000 Penalty: 5741.376465
	Iteration 114Q: 3 clusters Score -1.292569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 95525 members 
Entering Unmasked Estep 
Score: -12925678.000000 Penalty: 5741.376465
	Iteration 115Q: 3 clusters Score -1.292568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 95525 members 
Entering Unmasked Estep 
Score: -12925678.000000 Penalty: 5741.376465
	Iteration 116F: 3 clusters Score -1.292568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 2136 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 11112 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 31122 members 
Mstep: Class 29 contains 10917 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 4524 members 
Mstep: Class 48 contains 15436 members 
Mstep: Class 49 contains 3154 members 
Mstep: Class 50 contains 1674 members 
Mstep: Class 51 contains 4808 members 
Mstep: Class 52 contains 2761 members 
Mstep: Class 53 contains 5023 members 
Mstep: Class 54 contains 95525 members 
Entering Unmasked Estep 
Score: -154404592.000000 Penalty: 188665.828125
Splitting cluster 29 changes total score from -154339392.000000 to -154404592.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 30 (65223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Entering Unmasked Estep 
Score: -8025265.000000 Penalty: 2749.220703
	Iteration 0F: 2 clusters Score -8025265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -7981439.000000 Penalty: 5498.441406
	Iteration 0F: 3 clusters Score -7981439 nChanged 30464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -7998773.500000 Penalty: 5498.441406
	Iteration 1F: 3 clusters Score -7998774 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -8000135.000000 Penalty: 5498.441406
	Iteration 2Q: 3 clusters Score -8000135 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -8002138.000000 Penalty: 5498.441406
	Iteration 3F: 3 clusters Score -8002138 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -8004645.000000 Penalty: 5498.441406
	Iteration 4F: 3 clusters Score -8004645 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -8007680.500000 Penalty: 5498.441406
	Iteration 5F: 3 clusters Score -8007680 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -8011076.500000 Penalty: 5498.441406
	Iteration 6F: 3 clusters Score -8011076 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -8014552.500000 Penalty: 5498.441406
	Iteration 7F: 3 clusters Score -8014552 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -8017509.000000 Penalty: 5498.441406
	Iteration 8F: 3 clusters Score -8017509 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -8019808.000000 Penalty: 5498.441406
	Iteration 9Q: 3 clusters Score -8019808 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -8021262.000000 Penalty: 5498.441406
	Iteration 10Q: 3 clusters Score -8021262 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -8022228.500000 Penalty: 5498.441406
	Iteration 11Q: 3 clusters Score -8022228 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -8022717.500000 Penalty: 5498.441406
	Iteration 12Q: 3 clusters Score -8022718 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -8023036.000000 Penalty: 5498.441406
	Iteration 13Q: 3 clusters Score -8023036 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -8023298.500000 Penalty: 5498.441406
	Iteration 14Q: 3 clusters Score -8023298 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -8023469.000000 Penalty: 5498.441406
	Iteration 15Q: 3 clusters Score -8023469 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -8023615.000000 Penalty: 5498.441406
	Iteration 16Q: 3 clusters Score -8023615 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -8023713.000000 Penalty: 5498.441406
	Iteration 17Q: 3 clusters Score -8023713 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -8023766.500000 Penalty: 5498.441406
	Iteration 18Q: 3 clusters Score -8023766 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -8023837.500000 Penalty: 5498.441406
	Iteration 19Q: 3 clusters Score -8023838 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -8023881.500000 Penalty: 5498.441406
	Iteration 20F: 3 clusters Score -8023882 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -8023889.000000 Penalty: 5498.441406
	Iteration 21Q: 3 clusters Score -8023889 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -8023948.500000 Penalty: 5498.441406
	Iteration 22Q: 3 clusters Score -8023948 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -8023942.000000 Penalty: 5498.441406
	Iteration 23Q: 3 clusters Score -8023942 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -8023971.000000 Penalty: 5498.441406
	Iteration 24Q: 3 clusters Score -8023971 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -8023979.500000 Penalty: 5498.441406
	Iteration 25Q: 3 clusters Score -8023980 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -8024010.500000 Penalty: 5498.441406
	Iteration 26Q: 3 clusters Score -8024010 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -8024032.000000 Penalty: 5498.441406
	Iteration 27Q: 3 clusters Score -8024032 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -8024066.000000 Penalty: 5498.441406
	Iteration 28Q: 3 clusters Score -8024066 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -8024083.000000 Penalty: 5498.441406
	Iteration 29Q: 3 clusters Score -8024083 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -8024117.500000 Penalty: 5498.441406
	Iteration 30Q: 3 clusters Score -8024118 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -8024156.500000 Penalty: 5498.441406
	Iteration 31Q: 3 clusters Score -8024156 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60311 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -8024165.500000 Penalty: 5498.441406
	Iteration 32Q: 3 clusters Score -8024166 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -8024179.500000 Penalty: 5498.441406
	Iteration 33Q: 3 clusters Score -8024180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8024180.000000 Penalty: 5498.441406
	Iteration 34Q: 3 clusters Score -8024180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -8024186.000000 Penalty: 5498.441406
	Iteration 35Q: 3 clusters Score -8024186 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -8024204.500000 Penalty: 5498.441406
	Iteration 36Q: 3 clusters Score -8024204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -8024233.000000 Penalty: 5498.441406
	Iteration 37Q: 3 clusters Score -8024233 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -8024227.500000 Penalty: 5498.441406
	Iteration 38Q: 3 clusters Score -8024228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -8024236.000000 Penalty: 5498.441406
	Iteration 39Q: 3 clusters Score -8024236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -8024251.500000 Penalty: 5498.441406
	Iteration 40F: 3 clusters Score -8024252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -8024254.000000 Penalty: 5498.441406
	Iteration 41Q: 3 clusters Score -8024254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -8024248.500000 Penalty: 5498.441406
	Iteration 42Q: 3 clusters Score -8024248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -8024270.500000 Penalty: 5498.441406
	Iteration 43Q: 3 clusters Score -8024270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -8024272.000000 Penalty: 5498.441406
	Iteration 44Q: 3 clusters Score -8024272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -8024289.500000 Penalty: 5498.441406
	Iteration 45Q: 3 clusters Score -8024290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -8024290.500000 Penalty: 5498.441406
	Iteration 46Q: 3 clusters Score -8024290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -8024291.500000 Penalty: 5498.441406
	Iteration 47Q: 3 clusters Score -8024292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -8024301.000000 Penalty: 5498.441406
	Iteration 48Q: 3 clusters Score -8024301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -8024295.500000 Penalty: 5498.441406
	Iteration 49Q: 3 clusters Score -8024296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -8024301.500000 Penalty: 5498.441406
	Iteration 50Q: 3 clusters Score -8024302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -8024303.500000 Penalty: 5498.441406
	Iteration 51Q: 3 clusters Score -8024304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -8024308.000000 Penalty: 5498.441406
	Iteration 52Q: 3 clusters Score -8024308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -8024305.000000 Penalty: 5498.441406
	Iteration 53Q: 3 clusters Score -8024305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -8024305.500000 Penalty: 5498.441406
	Iteration 54Q: 3 clusters Score -8024306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8024316.000000 Penalty: 5498.441406
	Iteration 55Q: 3 clusters Score -8024316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -8024326.000000 Penalty: 5498.441406
	Iteration 56Q: 3 clusters Score -8024326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -8024305.500000 Penalty: 5498.441406
	Iteration 57Q: 3 clusters Score -8024306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8024315.500000 Penalty: 5498.441406
	Iteration 58Q: 3 clusters Score -8024316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -8024314.500000 Penalty: 5498.441406
	Iteration 59Q: 3 clusters Score -8024314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -8024313.500000 Penalty: 5498.441406
	Iteration 60F: 3 clusters Score -8024314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -8024328.500000 Penalty: 5498.441406
	Iteration 61Q: 3 clusters Score -8024328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8024325.500000 Penalty: 5498.441406
	Iteration 62Q: 3 clusters Score -8024326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -8024326.500000 Penalty: 5498.441406
	Iteration 63Q: 3 clusters Score -8024326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -8024323.500000 Penalty: 5498.441406
	Iteration 64Q: 3 clusters Score -8024324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -8024332.000000 Penalty: 5498.441406
	Iteration 65Q: 3 clusters Score -8024332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -8024332.000000 Penalty: 5498.441406
	Iteration 66Q: 3 clusters Score -8024332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -8024326.000000 Penalty: 5498.441406
	Iteration 67Q: 3 clusters Score -8024326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -8024338.000000 Penalty: 5498.441406
	Iteration 68Q: 3 clusters Score -8024338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -8024336.500000 Penalty: 5498.441406
	Iteration 69Q: 3 clusters Score -8024336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -8024338.000000 Penalty: 5498.441406
	Iteration 70Q: 3 clusters Score -8024338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -8024345.000000 Penalty: 5498.441406
	Iteration 71Q: 3 clusters Score -8024345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -8024340.000000 Penalty: 5498.441406
	Iteration 72Q: 3 clusters Score -8024340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -8024350.000000 Penalty: 5498.441406
	Iteration 73Q: 3 clusters Score -8024350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -8024343.500000 Penalty: 5498.441406
	Iteration 74Q: 3 clusters Score -8024344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -8024349.000000 Penalty: 5498.441406
	Iteration 75Q: 3 clusters Score -8024349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -8024354.000000 Penalty: 5498.441406
	Iteration 76Q: 3 clusters Score -8024354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -8024346.000000 Penalty: 5498.441406
	Iteration 77Q: 3 clusters Score -8024346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -8024353.500000 Penalty: 5498.441406
	Iteration 78Q: 3 clusters Score -8024354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -8024349.000000 Penalty: 5498.441406
	Iteration 79Q: 3 clusters Score -8024349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8024347.000000 Penalty: 5498.441406
	Iteration 80F: 3 clusters Score -8024347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -8024334.000000 Penalty: 5498.441406
	Iteration 81Q: 3 clusters Score -8024334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -8024334.000000 Penalty: 5498.441406
	Iteration 82Q: 3 clusters Score -8024334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -8024332.500000 Penalty: 5498.441406
	Iteration 83Q: 3 clusters Score -8024332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8024332.500000 Penalty: 5498.441406
	Iteration 84Q: 3 clusters Score -8024332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8024336.500000 Penalty: 5498.441406
	Iteration 85Q: 3 clusters Score -8024336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -8024336.000000 Penalty: 5498.441406
	Iteration 86Q: 3 clusters Score -8024336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -8024345.500000 Penalty: 5498.441406
	Iteration 87Q: 3 clusters Score -8024346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -8024335.000000 Penalty: 5498.441406
	Iteration 88Q: 3 clusters Score -8024335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -8024333.000000 Penalty: 5498.441406
	Iteration 89Q: 3 clusters Score -8024333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8024346.000000 Penalty: 5498.441406
	Iteration 90Q: 3 clusters Score -8024346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -8024340.000000 Penalty: 5498.441406
	Iteration 91Q: 3 clusters Score -8024340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -8024341.000000 Penalty: 5498.441406
	Iteration 92Q: 3 clusters Score -8024341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61848 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -8024350.000000 Penalty: 5498.441406
	Iteration 93Q: 3 clusters Score -8024350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61854 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -8024349.000000 Penalty: 5498.441406
	Iteration 94Q: 3 clusters Score -8024349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -8024363.000000 Penalty: 5498.441406
	Iteration 95Q: 3 clusters Score -8024363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -8024356.000000 Penalty: 5498.441406
	Iteration 96Q: 3 clusters Score -8024356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -8024353.500000 Penalty: 5498.441406
	Iteration 97Q: 3 clusters Score -8024354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -8024361.500000 Penalty: 5498.441406
	Iteration 98Q: 3 clusters Score -8024362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8024355.500000 Penalty: 5498.441406
	Iteration 99Q: 3 clusters Score -8024356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -8024347.500000 Penalty: 5498.441406
	Iteration 100F: 3 clusters Score -8024348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -8024355.000000 Penalty: 5498.441406
	Iteration 101Q: 3 clusters Score -8024355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -8024350.500000 Penalty: 5498.441406
	Iteration 102Q: 3 clusters Score -8024350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -8024347.500000 Penalty: 5498.441406
	Iteration 103Q: 3 clusters Score -8024348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -8024356.500000 Penalty: 5498.441406
	Iteration 104Q: 3 clusters Score -8024356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -8024356.500000 Penalty: 5498.441406
	Iteration 105F: 3 clusters Score -8024356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Entering Unmasked Estep 
Score: -645376.187500 Penalty: 2138.413330
	Iteration 0F: 2 clusters Score -645376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -640493.687500 Penalty: 4276.826660
	Iteration 0F: 3 clusters Score -640493.7 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -641734.125000 Penalty: 4276.826660
	Iteration 1F: 3 clusters Score -641734.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -642034.562500 Penalty: 4276.826660
	Iteration 2F: 3 clusters Score -642034.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -642247.000000 Penalty: 4276.826660
	Iteration 3F: 3 clusters Score -642247 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -642471.875000 Penalty: 4276.826660
	Iteration 4F: 3 clusters Score -642471.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -642730.562500 Penalty: 4276.826660
	Iteration 5F: 3 clusters Score -642730.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -642999.562500 Penalty: 4276.826660
	Iteration 6F: 3 clusters Score -642999.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -643274.750000 Penalty: 4276.826660
	Iteration 7F: 3 clusters Score -643274.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -643546.687500 Penalty: 4276.826660
	Iteration 8F: 3 clusters Score -643546.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -643761.062500 Penalty: 4276.826660
	Iteration 9Q: 3 clusters Score -643761.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -643916.312500 Penalty: 4276.826660
	Iteration 10Q: 3 clusters Score -643916.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -644043.250000 Penalty: 4276.826660
	Iteration 11Q: 3 clusters Score -644043.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -644145.937500 Penalty: 4276.826660
	Iteration 12Q: 3 clusters Score -644145.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -644212.625000 Penalty: 4276.826660
	Iteration 13Q: 3 clusters Score -644212.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -644260.125000 Penalty: 4276.826660
	Iteration 14Q: 3 clusters Score -644260.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -644294.062500 Penalty: 4276.826660
	Iteration 15Q: 3 clusters Score -644294.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -644321.062500 Penalty: 4276.826660
	Iteration 16Q: 3 clusters Score -644321.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -644347.500000 Penalty: 4276.826660
	Iteration 17Q: 3 clusters Score -644347.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -644370.812500 Penalty: 4276.826660
	Iteration 18Q: 3 clusters Score -644370.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -644396.625000 Penalty: 4276.826660
	Iteration 19Q: 3 clusters Score -644396.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -644413.562500 Penalty: 4276.826660
	Iteration 20F: 3 clusters Score -644413.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -644425.812500 Penalty: 4276.826660
	Iteration 21Q: 3 clusters Score -644425.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -644438.062500 Penalty: 4276.826660
	Iteration 22Q: 3 clusters Score -644438.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -644457.812500 Penalty: 4276.826660
	Iteration 23Q: 3 clusters Score -644457.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -644471.250000 Penalty: 4276.826660
	Iteration 24Q: 3 clusters Score -644471.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -644485.937500 Penalty: 4276.826660
	Iteration 25Q: 3 clusters Score -644485.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -644493.125000 Penalty: 4276.826660
	Iteration 26Q: 3 clusters Score -644493.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -644496.187500 Penalty: 4276.826660
	Iteration 27Q: 3 clusters Score -644496.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -644497.812500 Penalty: 4276.826660
	Iteration 28Q: 3 clusters Score -644497.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -644500.250000 Penalty: 4276.826660
	Iteration 29Q: 3 clusters Score -644500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -644501.437500 Penalty: 4276.826660
	Iteration 30Q: 3 clusters Score -644501.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -644502.062500 Penalty: 4276.826660
	Iteration 31Q: 3 clusters Score -644502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -644503.812500 Penalty: 4276.826660
	Iteration 32Q: 3 clusters Score -644503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -644506.062500 Penalty: 4276.826660
	Iteration 33Q: 3 clusters Score -644506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -644506.000000 Penalty: 4276.826660
	Iteration 34Q: 3 clusters Score -644506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -644506.375000 Penalty: 4276.826660
	Iteration 35Q: 3 clusters Score -644506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -644505.937500 Penalty: 4276.826660
	Iteration 36Q: 3 clusters Score -644505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -644507.250000 Penalty: 4276.826660
	Iteration 37Q: 3 clusters Score -644507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -644509.312500 Penalty: 4276.826660
	Iteration 38Q: 3 clusters Score -644509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -644508.562500 Penalty: 4276.826660
	Iteration 39Q: 3 clusters Score -644508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -644510.250000 Penalty: 4276.826660
	Iteration 40F: 3 clusters Score -644510.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Entering Unmasked Estep 
Score: -796882.562500 Penalty: 2193.502686
	Iteration 0F: 2 clusters Score -796882.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -791156.312500 Penalty: 4387.005371
	Iteration 0F: 3 clusters Score -791156.3 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -792730.250000 Penalty: 4387.005371
	Iteration 1F: 3 clusters Score -792730.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -793139.562500 Penalty: 4387.005371
	Iteration 2F: 3 clusters Score -793139.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -793483.500000 Penalty: 4387.005371
	Iteration 3F: 3 clusters Score -793483.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -793814.937500 Penalty: 4387.005371
	Iteration 4F: 3 clusters Score -793814.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -794214.250000 Penalty: 4387.005371
	Iteration 5F: 3 clusters Score -794214.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -794692.437500 Penalty: 4387.005371
	Iteration 6F: 3 clusters Score -794692.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -795311.062500 Penalty: 4387.005371
	Iteration 7F: 3 clusters Score -795311.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -795925.437500 Penalty: 4387.005371
	Iteration 8F: 3 clusters Score -795925.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -796320.750000 Penalty: 4387.005371
	Iteration 9F: 3 clusters Score -796320.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -796566.750000 Penalty: 4387.005371
	Iteration 10Q: 3 clusters Score -796566.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -796739.000000 Penalty: 4387.005371
	Iteration 11Q: 3 clusters Score -796739 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -796937.687500 Penalty: 4387.005371
	Iteration 12Q: 3 clusters Score -796937.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -797281.812500 Penalty: 4387.005371
	Iteration 13Q: 3 clusters Score -797281.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -797896.500000 Penalty: 4387.005371
	Iteration 14Q: 3 clusters Score -797896.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -798643.937500 Penalty: 4387.005371
	Iteration 15Q: 3 clusters Score -798643.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -798933.500000 Penalty: 4387.005371
	Iteration 16Q: 3 clusters Score -798933.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -799046.625000 Penalty: 4387.005371
	Iteration 17Q: 3 clusters Score -799046.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -799160.250000 Penalty: 4387.005371
	Iteration 18Q: 3 clusters Score -799160.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -799300.687500 Penalty: 4387.005371
	Iteration 19Q: 3 clusters Score -799300.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -799487.750000 Penalty: 4387.005371
	Iteration 20F: 3 clusters Score -799487.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -799738.750000 Penalty: 4387.005371
	Iteration 21Q: 3 clusters Score -799738.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -799816.250000 Penalty: 4387.005371
	Iteration 22Q: 3 clusters Score -799816.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -799826.375000 Penalty: 4387.005371
	Iteration 23Q: 3 clusters Score -799826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -799829.937500 Penalty: 4387.005371
	Iteration 24Q: 3 clusters Score -799829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -799831.062500 Penalty: 4387.005371
	Iteration 25Q: 3 clusters Score -799831.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -799831.062500 Penalty: 4387.005371
	Iteration 26F: 3 clusters Score -799831.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 2136 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 11112 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 31122 members 
Mstep: Class 29 contains 10917 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 3422 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 4524 members 
Mstep: Class 48 contains 15436 members 
Mstep: Class 49 contains 3154 members 
Mstep: Class 50 contains 1674 members 
Mstep: Class 51 contains 4808 members 
Mstep: Class 52 contains 2761 members 
Mstep: Class 53 contains 5023 members 
Mstep: Class 54 contains 95525 members 
Mstep: Class 55 contains 3516 members 
Entering Unmasked Estep 
Score: -154405792.000000 Penalty: 192159.640625
Splitting cluster 32 changes total score from -154339392.000000 to -154405792.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 33 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -55505.726562 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -55505.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54412.398438 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -54412.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55079.410156 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -55079.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55404.984375 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -55404.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -55660.039062 Penalty: 3075.452393
	Iteration 3F: 3 clusters Score -55660.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -55818.445312 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -55818.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55909.335938 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -55909.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -55954.480469 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -55954.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -55980.347656 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -55980.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -55989.574219 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -55989.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -55989.574219 Penalty: 3075.452393
	Iteration 9F: 3 clusters Score -55989.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 2136 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 11112 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 31122 members 
Mstep: Class 29 contains 10917 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 3422 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 239963 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 4524 members 
Mstep: Class 48 contains 15436 members 
Mstep: Class 49 contains 3154 members 
Mstep: Class 50 contains 1674 members 
Mstep: Class 51 contains 4808 members 
Mstep: Class 52 contains 2761 members 
Mstep: Class 53 contains 5023 members 
Mstep: Class 54 contains 95525 members 
Mstep: Class 55 contains 3516 members 
Mstep: Class 56 contains 148 members 
Entering Unmasked Estep 
Score: -154404368.000000 Penalty: 195653.453125
Splitting cluster 33 changes total score from -154339392.000000 to -154404368.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 34 (239963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239963 members 
Entering Unmasked Estep 
Score: -29326768.000000 Penalty: 3072.283447
	Iteration 0F: 2 clusters Score -2.932677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119773 members 
Mstep: Class 2 contains 120190 members 
Entering Unmasked Estep 
Score: -29179502.000000 Penalty: 6144.566895
	Iteration 0F: 3 clusters Score -2.91795e+07 nChanged 115833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119480 members 
Mstep: Class 2 contains 120483 members 
Entering Unmasked Estep 
Score: -29249518.000000 Penalty: 6144.566895
	Iteration 1F: 3 clusters Score -2.924952e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120457 members 
Mstep: Class 2 contains 119506 members 
Entering Unmasked Estep 
Score: -29253968.000000 Penalty: 6144.566895
	Iteration 2Q: 3 clusters Score -2.925397e+07 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122377 members 
Mstep: Class 2 contains 117586 members 
Entering Unmasked Estep 
Score: -29261532.000000 Penalty: 6144.566895
	Iteration 3F: 3 clusters Score -2.926153e+07 nChanged 16446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125293 members 
Mstep: Class 2 contains 114670 members 
Entering Unmasked Estep 
Score: -29272932.000000 Penalty: 6144.566895
	Iteration 4F: 3 clusters Score -2.927293e+07 nChanged 18535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128338 members 
Mstep: Class 2 contains 111625 members 
Entering Unmasked Estep 
Score: -29285498.000000 Penalty: 6144.566895
	Iteration 5F: 3 clusters Score -2.92855e+07 nChanged 17060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130162 members 
Mstep: Class 2 contains 109801 members 
Entering Unmasked Estep 
Score: -29295076.000000 Penalty: 6144.566895
	Iteration 6F: 3 clusters Score -2.929508e+07 nChanged 13060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130268 members 
Mstep: Class 2 contains 109695 members 
Entering Unmasked Estep 
Score: -29300368.000000 Penalty: 6144.566895
	Iteration 7F: 3 clusters Score -2.930037e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129212 members 
Mstep: Class 2 contains 110751 members 
Entering Unmasked Estep 
Score: -29302828.000000 Penalty: 6144.566895
	Iteration 8Q: 3 clusters Score -2.930283e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127326 members 
Mstep: Class 2 contains 112637 members 
Entering Unmasked Estep 
Score: -29304084.000000 Penalty: 6144.566895
	Iteration 9Q: 3 clusters Score -2.930408e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124974 members 
Mstep: Class 2 contains 114989 members 
Entering Unmasked Estep 
Score: -29304936.000000 Penalty: 6144.566895
	Iteration 10Q: 3 clusters Score -2.930494e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122209 members 
Mstep: Class 2 contains 117754 members 
Entering Unmasked Estep 
Score: -29305582.000000 Penalty: 6144.566895
	Iteration 11Q: 3 clusters Score -2.930558e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119126 members 
Mstep: Class 2 contains 120837 members 
Entering Unmasked Estep 
Score: -29306164.000000 Penalty: 6144.566895
	Iteration 12Q: 3 clusters Score -2.930616e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115695 members 
Mstep: Class 2 contains 124268 members 
Entering Unmasked Estep 
Score: -29306806.000000 Penalty: 6144.566895
	Iteration 13Q: 3 clusters Score -2.930681e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111906 members 
Mstep: Class 2 contains 128057 members 
Entering Unmasked Estep 
Score: -29307376.000000 Penalty: 6144.566895
	Iteration 14Q: 3 clusters Score -2.930738e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 132254 members 
Entering Unmasked Estep 
Score: -29308288.000000 Penalty: 6144.566895
	Iteration 15Q: 3 clusters Score -2.930829e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103186 members 
Mstep: Class 2 contains 136777 members 
Entering Unmasked Estep 
Score: -29308964.000000 Penalty: 6144.566895
	Iteration 16Q: 3 clusters Score -2.930896e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98289 members 
Mstep: Class 2 contains 141674 members 
Entering Unmasked Estep 
Score: -29309892.000000 Penalty: 6144.566895
	Iteration 17Q: 3 clusters Score -2.930989e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93052 members 
Mstep: Class 2 contains 146911 members 
Entering Unmasked Estep 
Score: -29311070.000000 Penalty: 6144.566895
	Iteration 18Q: 3 clusters Score -2.931107e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 152451 members 
Entering Unmasked Estep 
Score: -29312382.000000 Penalty: 6144.566895
	Iteration 19Q: 3 clusters Score -2.931238e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 158379 members 
Entering Unmasked Estep 
Score: -29313712.000000 Penalty: 6144.566895
	Iteration 20F: 3 clusters Score -2.931371e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75337 members 
Mstep: Class 2 contains 164626 members 
Entering Unmasked Estep 
Score: -29315428.000000 Penalty: 6144.566895
	Iteration 21Q: 3 clusters Score -2.931543e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 171152 members 
Entering Unmasked Estep 
Score: -29317290.000000 Penalty: 6144.566895
	Iteration 22Q: 3 clusters Score -2.931729e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 177676 members 
Entering Unmasked Estep 
Score: -29319310.000000 Penalty: 6144.566895
	Iteration 23Q: 3 clusters Score -2.931931e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 183738 members 
Entering Unmasked Estep 
Score: -29321090.000000 Penalty: 6144.566895
	Iteration 24Q: 3 clusters Score -2.932109e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 189426 members 
Entering Unmasked Estep 
Score: -29322798.000000 Penalty: 6144.566895
	Iteration 25Q: 3 clusters Score -2.93228e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 194471 members 
Entering Unmasked Estep 
Score: -29323990.000000 Penalty: 6144.566895
	Iteration 26Q: 3 clusters Score -2.932399e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 198925 members 
Entering Unmasked Estep 
Score: -29324696.000000 Penalty: 6144.566895
	Iteration 27Q: 3 clusters Score -2.93247e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 202761 members 
Entering Unmasked Estep 
Score: -29325316.000000 Penalty: 6144.566895
	Iteration 28Q: 3 clusters Score -2.932532e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 206132 members 
Entering Unmasked Estep 
Score: -29325748.000000 Penalty: 6144.566895
	Iteration 29Q: 3 clusters Score -2.932575e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 209091 members 
Entering Unmasked Estep 
Score: -29326178.000000 Penalty: 6144.566895
	Iteration 30Q: 3 clusters Score -2.932618e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 211703 members 
Entering Unmasked Estep 
Score: -29326468.000000 Penalty: 6144.566895
	Iteration 31Q: 3 clusters Score -2.932647e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 213920 members 
Entering Unmasked Estep 
Score: -29326634.000000 Penalty: 6144.566895
	Iteration 32Q: 3 clusters Score -2.932663e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 215850 members 
Entering Unmasked Estep 
Score: -29326808.000000 Penalty: 6144.566895
	Iteration 33Q: 3 clusters Score -2.932681e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 217428 members 
Entering Unmasked Estep 
Score: -29326842.000000 Penalty: 6144.566895
	Iteration 34Q: 3 clusters Score -2.932684e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 218796 members 
Entering Unmasked Estep 
Score: -29327062.000000 Penalty: 6144.566895
	Iteration 35Q: 3 clusters Score -2.932706e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 219997 members 
Entering Unmasked Estep 
Score: -29327060.000000 Penalty: 6144.566895
	Iteration 36Q: 3 clusters Score -2.932706e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 221017 members 
Entering Unmasked Estep 
Score: -29327096.000000 Penalty: 6144.566895
	Iteration 37Q: 3 clusters Score -2.93271e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 221906 members 
Entering Unmasked Estep 
Score: -29327180.000000 Penalty: 6144.566895
	Iteration 38Q: 3 clusters Score -2.932718e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 222658 members 
Entering Unmasked Estep 
Score: -29327152.000000 Penalty: 6144.566895
	Iteration 39Q: 3 clusters Score -2.932715e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 223270 members 
Entering Unmasked Estep 
Score: -29327228.000000 Penalty: 6144.566895
	Iteration 40F: 3 clusters Score -2.932723e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 223822 members 
Entering Unmasked Estep 
Score: -29327258.000000 Penalty: 6144.566895
	Iteration 41Q: 3 clusters Score -2.932726e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 224288 members 
Entering Unmasked Estep 
Score: -29327356.000000 Penalty: 6144.566895
	Iteration 42Q: 3 clusters Score -2.932736e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 224722 members 
Entering Unmasked Estep 
Score: -29327324.000000 Penalty: 6144.566895
	Iteration 43Q: 3 clusters Score -2.932732e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 225095 members 
Entering Unmasked Estep 
Score: -29327380.000000 Penalty: 6144.566895
	Iteration 44Q: 3 clusters Score -2.932738e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 225464 members 
Entering Unmasked Estep 
Score: -29327488.000000 Penalty: 6144.566895
	Iteration 45Q: 3 clusters Score -2.932749e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 225801 members 
Entering Unmasked Estep 
Score: -29327452.000000 Penalty: 6144.566895
	Iteration 46Q: 3 clusters Score -2.932745e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 226098 members 
Entering Unmasked Estep 
Score: -29327492.000000 Penalty: 6144.566895
	Iteration 47Q: 3 clusters Score -2.932749e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 226365 members 
Entering Unmasked Estep 
Score: -29327532.000000 Penalty: 6144.566895
	Iteration 48Q: 3 clusters Score -2.932753e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 226604 members 
Entering Unmasked Estep 
Score: -29327506.000000 Penalty: 6144.566895
	Iteration 49Q: 3 clusters Score -2.932751e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 226823 members 
Entering Unmasked Estep 
Score: -29327540.000000 Penalty: 6144.566895
	Iteration 50Q: 3 clusters Score -2.932754e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 227019 members 
Entering Unmasked Estep 
Score: -29327582.000000 Penalty: 6144.566895
	Iteration 51Q: 3 clusters Score -2.932758e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 227217 members 
Entering Unmasked Estep 
Score: -29327570.000000 Penalty: 6144.566895
	Iteration 52Q: 3 clusters Score -2.932757e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 227381 members 
Entering Unmasked Estep 
Score: -29327626.000000 Penalty: 6144.566895
	Iteration 53Q: 3 clusters Score -2.932763e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 227523 members 
Entering Unmasked Estep 
Score: -29327604.000000 Penalty: 6144.566895
	Iteration 54Q: 3 clusters Score -2.93276e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 227659 members 
Entering Unmasked Estep 
Score: -29327610.000000 Penalty: 6144.566895
	Iteration 55Q: 3 clusters Score -2.932761e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 227783 members 
Entering Unmasked Estep 
Score: -29327594.000000 Penalty: 6144.566895
	Iteration 56Q: 3 clusters Score -2.932759e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 227866 members 
Entering Unmasked Estep 
Score: -29327628.000000 Penalty: 6144.566895
	Iteration 57Q: 3 clusters Score -2.932763e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 227948 members 
Entering Unmasked Estep 
Score: -29327622.000000 Penalty: 6144.566895
	Iteration 58Q: 3 clusters Score -2.932762e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 228037 members 
Entering Unmasked Estep 
Score: -29327644.000000 Penalty: 6144.566895
	Iteration 59Q: 3 clusters Score -2.932764e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 228128 members 
Entering Unmasked Estep 
Score: -29327656.000000 Penalty: 6144.566895
	Iteration 60F: 3 clusters Score -2.932766e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 228212 members 
Entering Unmasked Estep 
Score: -29327622.000000 Penalty: 6144.566895
	Iteration 61Q: 3 clusters Score -2.932762e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 228291 members 
Entering Unmasked Estep 
Score: -29327604.000000 Penalty: 6144.566895
	Iteration 62Q: 3 clusters Score -2.93276e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 228354 members 
Entering Unmasked Estep 
Score: -29327614.000000 Penalty: 6144.566895
	Iteration 63Q: 3 clusters Score -2.932761e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 228419 members 
Entering Unmasked Estep 
Score: -29327572.000000 Penalty: 6144.566895
	Iteration 64Q: 3 clusters Score -2.932757e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 228488 members 
Entering Unmasked Estep 
Score: -29327592.000000 Penalty: 6144.566895
	Iteration 65Q: 3 clusters Score -2.932759e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 228538 members 
Entering Unmasked Estep 
Score: -29327570.000000 Penalty: 6144.566895
	Iteration 66Q: 3 clusters Score -2.932757e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 228586 members 
Entering Unmasked Estep 
Score: -29327526.000000 Penalty: 6144.566895
	Iteration 67Q: 3 clusters Score -2.932753e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 228619 members 
Entering Unmasked Estep 
Score: -29327536.000000 Penalty: 6144.566895
	Iteration 68Q: 3 clusters Score -2.932754e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 228652 members 
Entering Unmasked Estep 
Score: -29327522.000000 Penalty: 6144.566895
	Iteration 69Q: 3 clusters Score -2.932752e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 228681 members 
Entering Unmasked Estep 
Score: -29327528.000000 Penalty: 6144.566895
	Iteration 70Q: 3 clusters Score -2.932753e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 228709 members 
Entering Unmasked Estep 
Score: -29327508.000000 Penalty: 6144.566895
	Iteration 71Q: 3 clusters Score -2.932751e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 228735 members 
Entering Unmasked Estep 
Score: -29327526.000000 Penalty: 6144.566895
	Iteration 72Q: 3 clusters Score -2.932753e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 228761 members 
Entering Unmasked Estep 
Score: -29327514.000000 Penalty: 6144.566895
	Iteration 73Q: 3 clusters Score -2.932751e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 228780 members 
Entering Unmasked Estep 
Score: -29327522.000000 Penalty: 6144.566895
	Iteration 74Q: 3 clusters Score -2.932752e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 228798 members 
Entering Unmasked Estep 
Score: -29327516.000000 Penalty: 6144.566895
	Iteration 75Q: 3 clusters Score -2.932752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 228816 members 
Entering Unmasked Estep 
Score: -29327526.000000 Penalty: 6144.566895
	Iteration 76Q: 3 clusters Score -2.932753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 228830 members 
Entering Unmasked Estep 
Score: -29327538.000000 Penalty: 6144.566895
	Iteration 77Q: 3 clusters Score -2.932754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 228841 members 
Entering Unmasked Estep 
Score: -29327534.000000 Penalty: 6144.566895
	Iteration 78Q: 3 clusters Score -2.932753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 228856 members 
Entering Unmasked Estep 
Score: -29327532.000000 Penalty: 6144.566895
	Iteration 79Q: 3 clusters Score -2.932753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 228864 members 
Entering Unmasked Estep 
Score: -29327556.000000 Penalty: 6144.566895
	Iteration 80F: 3 clusters Score -2.932756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 228874 members 
Entering Unmasked Estep 
Score: -29327540.000000 Penalty: 6144.566895
	Iteration 81Q: 3 clusters Score -2.932754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 228873 members 
Entering Unmasked Estep 
Score: -29327544.000000 Penalty: 6144.566895
	Iteration 82Q: 3 clusters Score -2.932754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 228871 members 
Entering Unmasked Estep 
Score: -29327554.000000 Penalty: 6144.566895
	Iteration 83Q: 3 clusters Score -2.932755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 228876 members 
Entering Unmasked Estep 
Score: -29327532.000000 Penalty: 6144.566895
	Iteration 84Q: 3 clusters Score -2.932753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 228884 members 
Entering Unmasked Estep 
Score: -29327530.000000 Penalty: 6144.566895
	Iteration 85Q: 3 clusters Score -2.932753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 228894 members 
Entering Unmasked Estep 
Score: -29327552.000000 Penalty: 6144.566895
	Iteration 86Q: 3 clusters Score -2.932755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 228898 members 
Entering Unmasked Estep 
Score: -29327528.000000 Penalty: 6144.566895
	Iteration 87Q: 3 clusters Score -2.932753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 228906 members 
Entering Unmasked Estep 
Score: -29327532.000000 Penalty: 6144.566895
	Iteration 88Q: 3 clusters Score -2.932753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 228909 members 
Entering Unmasked Estep 
Score: -29327520.000000 Penalty: 6144.566895
	Iteration 89Q: 3 clusters Score -2.932752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 228913 members 
Entering Unmasked Estep 
Score: -29327512.000000 Penalty: 6144.566895
	Iteration 90Q: 3 clusters Score -2.932751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 228913 members 
Entering Unmasked Estep 
Score: -29327522.000000 Penalty: 6144.566895
	Iteration 91Q: 3 clusters Score -2.932752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 228914 members 
Entering Unmasked Estep 
Score: -29327530.000000 Penalty: 6144.566895
	Iteration 92Q: 3 clusters Score -2.932753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 228913 members 
Entering Unmasked Estep 
Score: -29327548.000000 Penalty: 6144.566895
	Iteration 93Q: 3 clusters Score -2.932755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 228916 members 
Entering Unmasked Estep 
Score: -29327530.000000 Penalty: 6144.566895
	Iteration 94Q: 3 clusters Score -2.932753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 228915 members 
Entering Unmasked Estep 
Score: -29327542.000000 Penalty: 6144.566895
	Iteration 95Q: 3 clusters Score -2.932754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 228915 members 
Entering Unmasked Estep 
Score: -29327540.000000 Penalty: 6144.566895
	Iteration 96Q: 3 clusters Score -2.932754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 228915 members 
Entering Unmasked Estep 
Score: -29327540.000000 Penalty: 6144.566895
	Iteration 97F: 3 clusters Score -2.932754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 2136 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 11112 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 31122 members 
Mstep: Class 29 contains 10917 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 3422 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 11048 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 4524 members 
Mstep: Class 48 contains 15436 members 
Mstep: Class 49 contains 3154 members 
Mstep: Class 50 contains 1674 members 
Mstep: Class 51 contains 4808 members 
Mstep: Class 52 contains 2761 members 
Mstep: Class 53 contains 5023 members 
Mstep: Class 54 contains 95525 members 
Mstep: Class 55 contains 3516 members 
Mstep: Class 56 contains 148 members 
Mstep: Class 57 contains 228915 members 
Entering Unmasked Estep 
Score: -154402384.000000 Penalty: 199147.265625
Splitting cluster 34 changes total score from -154339392.000000 to -154402384.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 35 (35167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Entering Unmasked Estep 
Score: -4191448.000000 Penalty: 2596.030029
	Iteration 0F: 2 clusters Score -4191448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -4167741.250000 Penalty: 5192.060059
	Iteration 0F: 3 clusters Score -4167741 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4177000.750000 Penalty: 5192.060059
	Iteration 1F: 3 clusters Score -4177001 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4178247.750000 Penalty: 5192.060059
	Iteration 2F: 3 clusters Score -4178248 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4179595.250000 Penalty: 5192.060059
	Iteration 3F: 3 clusters Score -4179595 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -4180925.750000 Penalty: 5192.060059
	Iteration 4F: 3 clusters Score -4180926 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -4182288.750000 Penalty: 5192.060059
	Iteration 5F: 3 clusters Score -4182289 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -4183734.750000 Penalty: 5192.060059
	Iteration 6F: 3 clusters Score -4183735 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -4185424.500000 Penalty: 5192.060059
	Iteration 7F: 3 clusters Score -4185424 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4186949.500000 Penalty: 5192.060059
	Iteration 8F: 3 clusters Score -4186950 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -4187916.250000 Penalty: 5192.060059
	Iteration 9Q: 3 clusters Score -4187916 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -4188379.500000 Penalty: 5192.060059
	Iteration 10Q: 3 clusters Score -4188380 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4188584.750000 Penalty: 5192.060059
	Iteration 11Q: 3 clusters Score -4188585 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -4188684.500000 Penalty: 5192.060059
	Iteration 12Q: 3 clusters Score -4188684 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4188755.000000 Penalty: 5192.060059
	Iteration 13Q: 3 clusters Score -4188755 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -4188796.250000 Penalty: 5192.060059
	Iteration 14Q: 3 clusters Score -4188796 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -4188829.250000 Penalty: 5192.060059
	Iteration 15Q: 3 clusters Score -4188829 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -4188853.500000 Penalty: 5192.060059
	Iteration 16Q: 3 clusters Score -4188854 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -4188863.750000 Penalty: 5192.060059
	Iteration 17Q: 3 clusters Score -4188864 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -4188869.750000 Penalty: 5192.060059
	Iteration 18Q: 3 clusters Score -4188870 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -4188904.000000 Penalty: 5192.060059
	Iteration 19Q: 3 clusters Score -4188904 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -4188927.750000 Penalty: 5192.060059
	Iteration 20F: 3 clusters Score -4188928 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -4188935.000000 Penalty: 5192.060059
	Iteration 21Q: 3 clusters Score -4188935 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -4188940.000000 Penalty: 5192.060059
	Iteration 22Q: 3 clusters Score -4188940 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -4188939.750000 Penalty: 5192.060059
	Iteration 23Q: 3 clusters Score -4188940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -4188944.750000 Penalty: 5192.060059
	Iteration 24Q: 3 clusters Score -4188945 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -4188958.000000 Penalty: 5192.060059
	Iteration 25Q: 3 clusters Score -4188958 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -4188956.250000 Penalty: 5192.060059
	Iteration 26Q: 3 clusters Score -4188956 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -4188973.500000 Penalty: 5192.060059
	Iteration 27Q: 3 clusters Score -4188974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -4188986.250000 Penalty: 5192.060059
	Iteration 28Q: 3 clusters Score -4188986 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -4188990.750000 Penalty: 5192.060059
	Iteration 29Q: 3 clusters Score -4188991 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -4189014.500000 Penalty: 5192.060059
	Iteration 30Q: 3 clusters Score -4189014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -4189025.750000 Penalty: 5192.060059
	Iteration 31Q: 3 clusters Score -4189026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -4189028.750000 Penalty: 5192.060059
	Iteration 32Q: 3 clusters Score -4189029 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -4189068.000000 Penalty: 5192.060059
	Iteration 33Q: 3 clusters Score -4189068 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -4189097.500000 Penalty: 5192.060059
	Iteration 34Q: 3 clusters Score -4189098 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -4189116.750000 Penalty: 5192.060059
	Iteration 35Q: 3 clusters Score -4189117 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -4189158.750000 Penalty: 5192.060059
	Iteration 36Q: 3 clusters Score -4189159 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -4189178.500000 Penalty: 5192.060059
	Iteration 37Q: 3 clusters Score -4189178 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4189203.000000 Penalty: 5192.060059
	Iteration 38Q: 3 clusters Score -4189203 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -4189206.000000 Penalty: 5192.060059
	Iteration 39Q: 3 clusters Score -4189206 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -4189216.500000 Penalty: 5192.060059
	Iteration 40F: 3 clusters Score -4189216 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -4189214.500000 Penalty: 5192.060059
	Iteration 41Q: 3 clusters Score -4189214 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -4189221.250000 Penalty: 5192.060059
	Iteration 42Q: 3 clusters Score -4189221 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -4189240.500000 Penalty: 5192.060059
	Iteration 43Q: 3 clusters Score -4189240 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -4189247.000000 Penalty: 5192.060059
	Iteration 44Q: 3 clusters Score -4189247 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -4189251.500000 Penalty: 5192.060059
	Iteration 45Q: 3 clusters Score -4189252 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -4189256.000000 Penalty: 5192.060059
	Iteration 46Q: 3 clusters Score -4189256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -4189273.250000 Penalty: 5192.060059
	Iteration 47Q: 3 clusters Score -4189273 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -4189276.750000 Penalty: 5192.060059
	Iteration 48Q: 3 clusters Score -4189277 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -4189291.250000 Penalty: 5192.060059
	Iteration 49Q: 3 clusters Score -4189291 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -4189318.500000 Penalty: 5192.060059
	Iteration 50Q: 3 clusters Score -4189318 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -4189320.000000 Penalty: 5192.060059
	Iteration 51Q: 3 clusters Score -4189320 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -4189342.000000 Penalty: 5192.060059
	Iteration 52Q: 3 clusters Score -4189342 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -4189347.500000 Penalty: 5192.060059
	Iteration 53Q: 3 clusters Score -4189348 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -4189368.500000 Penalty: 5192.060059
	Iteration 54Q: 3 clusters Score -4189368 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -4189381.000000 Penalty: 5192.060059
	Iteration 55Q: 3 clusters Score -4189381 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -4189382.000000 Penalty: 5192.060059
	Iteration 56Q: 3 clusters Score -4189382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -4189394.000000 Penalty: 5192.060059
	Iteration 57Q: 3 clusters Score -4189394 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -4189428.250000 Penalty: 5192.060059
	Iteration 58Q: 3 clusters Score -4189428 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -4189447.500000 Penalty: 5192.060059
	Iteration 59Q: 3 clusters Score -4189448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -4189450.250000 Penalty: 5192.060059
	Iteration 60F: 3 clusters Score -4189450 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -4189479.500000 Penalty: 5192.060059
	Iteration 61Q: 3 clusters Score -4189480 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -4189484.000000 Penalty: 5192.060059
	Iteration 62Q: 3 clusters Score -4189484 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -4189505.750000 Penalty: 5192.060059
	Iteration 63Q: 3 clusters Score -4189506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -4189515.000000 Penalty: 5192.060059
	Iteration 64Q: 3 clusters Score -4189515 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -4189536.000000 Penalty: 5192.060059
	Iteration 65Q: 3 clusters Score -4189536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -4189551.500000 Penalty: 5192.060059
	Iteration 66Q: 3 clusters Score -4189552 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4189553.250000 Penalty: 5192.060059
	Iteration 67Q: 3 clusters Score -4189553 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -4189557.750000 Penalty: 5192.060059
	Iteration 68Q: 3 clusters Score -4189558 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -4189578.500000 Penalty: 5192.060059
	Iteration 69Q: 3 clusters Score -4189578 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -4189589.250000 Penalty: 5192.060059
	Iteration 70Q: 3 clusters Score -4189589 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -4189610.500000 Penalty: 5192.060059
	Iteration 71Q: 3 clusters Score -4189610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -4189610.000000 Penalty: 5192.060059
	Iteration 72Q: 3 clusters Score -4189610 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -4189631.250000 Penalty: 5192.060059
	Iteration 73Q: 3 clusters Score -4189631 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -4189653.750000 Penalty: 5192.060059
	Iteration 74Q: 3 clusters Score -4189654 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -4189667.750000 Penalty: 5192.060059
	Iteration 75Q: 3 clusters Score -4189668 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -4189679.750000 Penalty: 5192.060059
	Iteration 76Q: 3 clusters Score -4189680 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -4189681.250000 Penalty: 5192.060059
	Iteration 77Q: 3 clusters Score -4189681 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -4189707.750000 Penalty: 5192.060059
	Iteration 78Q: 3 clusters Score -4189708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -4189715.250000 Penalty: 5192.060059
	Iteration 79Q: 3 clusters Score -4189715 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -4189736.500000 Penalty: 5192.060059
	Iteration 80F: 3 clusters Score -4189736 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -4189742.500000 Penalty: 5192.060059
	Iteration 81Q: 3 clusters Score -4189742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -4189755.500000 Penalty: 5192.060059
	Iteration 82Q: 3 clusters Score -4189756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -4189772.750000 Penalty: 5192.060059
	Iteration 83Q: 3 clusters Score -4189773 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -4189769.000000 Penalty: 5192.060059
	Iteration 84Q: 3 clusters Score -4189769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4189780 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4189780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -4189789.500000 Penalty: 5192.060059
	Iteration 87Q: 3 clusters Score -4189790 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -4189804.250000 Penalty: 5192.060059
	Iteration 88Q: 3 clusters Score -4189804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -4189827.000000 Penalty: 5192.060059
	Iteration 89Q: 3 clusters Score -4189827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -4189824.500000 Penalty: 5192.060059
	Iteration 90Q: 3 clusters Score -4189824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -4189830.500000 Penalty: 5192.060059
	Iteration 91Q: 3 clusters Score -4189830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -4189825.500000 Penalty: 5192.060059
	Iteration 92Q: 3 clusters Score -4189826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4189832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4189830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -4189838.000000 Penalty: 5192.060059
	Iteration 95Q: 3 clusters Score -4189838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4189831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -4189835.750000 Penalty: 5192.060059
	Iteration 97Q: 3 clusters Score -4189836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4189838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -4189833.250000 Penalty: 5192.060059
	Iteration 99Q: 3 clusters Score -4189833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -4189842.000000 Penalty: 5192.060059
	Iteration 100F: 3 clusters Score -4189842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -4189846.250000 Penalty: 5192.060059
	Iteration 101Q: 3 clusters Score -4189846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -4189840.250000 Penalty: 5192.060059
	Iteration 102Q: 3 clusters Score -4189840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -4189847.750000 Penalty: 5192.060059
	Iteration 103Q: 3 clusters Score -4189848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -4189849.500000 Penalty: 5192.060059
	Iteration 104Q: 3 clusters Score -4189850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4189845.750000 Penalty: 5192.060059
	Iteration 105Q: 3 clusters Score -4189846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -4189858.250000 Penalty: 5192.060059
	Iteration 106Q: 3 clusters Score -4189858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4189868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4189868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -4189879.250000 Penalty: 5192.060059
	Iteration 109Q: 3 clusters Score -4189879 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -4189889.500000 Penalty: 5192.060059
	Iteration 110Q: 3 clusters Score -4189890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4189884.000000 Penalty: 5192.060059
	Iteration 111Q: 3 clusters Score -4189884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4189896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -4189903.500000 Penalty: 5192.060059
	Iteration 113Q: 3 clusters Score -4189904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -4189917.000000 Penalty: 5192.060059
	Iteration 114Q: 3 clusters Score -4189917 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -4189921.500000 Penalty: 5192.060059
	Iteration 115Q: 3 clusters Score -4189922 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -4189926.750000 Penalty: 5192.060059
	Iteration 116Q: 3 clusters Score -4189927 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -4189937.000000 Penalty: 5192.060059
	Iteration 117Q: 3 clusters Score -4189937 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4189950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -4189960.500000 Penalty: 5192.060059
	Iteration 119Q: 3 clusters Score -4189960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -4189974.000000 Penalty: 5192.060059
	Iteration 120F: 3 clusters Score -4189974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -4189990.500000 Penalty: 5192.060059
	Iteration 121Q: 3 clusters Score -4189990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -4189997.500000 Penalty: 5192.060059
	Iteration 122Q: 3 clusters Score -4189998 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -4190021.000000 Penalty: 5192.060059
	Iteration 123Q: 3 clusters Score -4190021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -4190031.750000 Penalty: 5192.060059
	Iteration 124Q: 3 clusters Score -4190032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -4190044.000000 Penalty: 5192.060059
	Iteration 125Q: 3 clusters Score -4190044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -4190063.500000 Penalty: 5192.060059
	Iteration 126Q: 3 clusters Score -4190064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -4190071.000000 Penalty: 5192.060059
	Iteration 127Q: 3 clusters Score -4190071 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -4190095.000000 Penalty: 5192.060059
	Iteration 128Q: 3 clusters Score -4190095 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4190100.250000 Penalty: 5192.060059
	Iteration 129Q: 3 clusters Score -4190100 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -4190149.500000 Penalty: 5192.060059
	Iteration 130Q: 3 clusters Score -4190150 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -4190163.250000 Penalty: 5192.060059
	Iteration 131Q: 3 clusters Score -4190163 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -4190185.750000 Penalty: 5192.060059
	Iteration 132Q: 3 clusters Score -4190186 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -4190214.750000 Penalty: 5192.060059
	Iteration 133Q: 3 clusters Score -4190215 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -4190249.750000 Penalty: 5192.060059
	Iteration 134Q: 3 clusters Score -4190250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -4190286.750000 Penalty: 5192.060059
	Iteration 135Q: 3 clusters Score -4190287 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -4190310.750000 Penalty: 5192.060059
	Iteration 136Q: 3 clusters Score -4190311 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4190341.500000 Penalty: 5192.060059
	Iteration 137Q: 3 clusters Score -4190342 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4190385.750000 Penalty: 5192.060059
	Iteration 138Q: 3 clusters Score -4190386 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -4190454.750000 Penalty: 5192.060059
	Iteration 139Q: 3 clusters Score -4190455 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4190494.750000 Penalty: 5192.060059
	Iteration 140F: 3 clusters Score -4190495 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4190521.500000 Penalty: 5192.060059
	Iteration 141Q: 3 clusters Score -4190522 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -4190570.250000 Penalty: 5192.060059
	Iteration 142Q: 3 clusters Score -4190570 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4190606.500000 Penalty: 5192.060059
	Iteration 143Q: 3 clusters Score -4190606 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -4190627.750000 Penalty: 5192.060059
	Iteration 144Q: 3 clusters Score -4190628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4190660.500000 Penalty: 5192.060059
	Iteration 145Q: 3 clusters Score -4190660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -4190691.750000 Penalty: 5192.060059
	Iteration 146Q: 3 clusters Score -4190692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -4190693.750000 Penalty: 5192.060059
	Iteration 147Q: 3 clusters Score -4190694 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -4190712.250000 Penalty: 5192.060059
	Iteration 148Q: 3 clusters Score -4190712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -4190731.000000 Penalty: 5192.060059
	Iteration 149Q: 3 clusters Score -4190731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4190746.000000 Penalty: 5192.060059
	Iteration 150Q: 3 clusters Score -4190746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -4190749.750000 Penalty: 5192.060059
	Iteration 151Q: 3 clusters Score -4190750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -4190758.250000 Penalty: 5192.060059
	Iteration 152Q: 3 clusters Score -4190758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -4190754.250000 Penalty: 5192.060059
	Iteration 153Q: 3 clusters Score -4190754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -4190755.750000 Penalty: 5192.060059
	Iteration 154Q: 3 clusters Score -4190756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -4190757.500000 Penalty: 5192.060059
	Iteration 155Q: 3 clusters Score -4190758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -4190755.000000 Penalty: 5192.060059
	Iteration 156Q: 3 clusters Score -4190755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -4190754.500000 Penalty: 5192.060059
	Iteration 157Q: 3 clusters Score -4190754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -4190760.750000 Penalty: 5192.060059
	Iteration 158Q: 3 clusters Score -4190761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4190768.750000 Penalty: 5192.060059
	Iteration 159Q: 3 clusters Score -4190769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -4190766.250000 Penalty: 5192.060059
	Iteration 160F: 3 clusters Score -4190766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -4190761.000000 Penalty: 5192.060059
	Iteration 161Q: 3 clusters Score -4190761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -4190761.250000 Penalty: 5192.060059
	Iteration 162Q: 3 clusters Score -4190761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -4190756.500000 Penalty: 5192.060059
	Iteration 163Q: 3 clusters Score -4190756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -4190758.250000 Penalty: 5192.060059
	Iteration 164Q: 3 clusters Score -4190758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -4190761.250000 Penalty: 5192.060059
	Iteration 165Q: 3 clusters Score -4190761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -4190761.750000 Penalty: 5192.060059
	Iteration 166Q: 3 clusters Score -4190762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4190760.500000 Penalty: 5192.060059
	Iteration 167Q: 3 clusters Score -4190760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -4190760.250000 Penalty: 5192.060059
	Iteration 168Q: 3 clusters Score -4190760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -4190764.000000 Penalty: 5192.060059
	Iteration 169Q: 3 clusters Score -4190764 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
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	Iteration 170F: 3 clusters Score -4190764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6445 members 
Entering Unmasked Estep 
Score: -737575.062500 Penalty: 2175.222900
	Iteration 0F: 2 clusters Score -737575.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -732267.562500 Penalty: 4350.445801
	Iteration 0F: 3 clusters Score -732267.6 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -734154.875000 Penalty: 4350.445801
	Iteration 1F: 3 clusters Score -734154.9 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -735375.312500 Penalty: 4350.445801
	Iteration 2F: 3 clusters Score -735375.3 nChanged 673
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -737160.937500 Penalty: 4350.445801
	Iteration 3F: 3 clusters Score -737160.9 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -739859.062500 Penalty: 4350.445801
	Iteration 4F: 3 clusters Score -739859.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -743261.687500 Penalty: 4350.445801
	Iteration 5F: 3 clusters Score -743261.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -746449.937500 Penalty: 4350.445801
	Iteration 6F: 3 clusters Score -746449.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -748399.250000 Penalty: 4350.445801
	Iteration 7Q: 3 clusters Score -748399.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -748421.250000 Penalty: 4350.445801
	Iteration 8Q: 3 clusters Score -748421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -748427.062500 Penalty: 4350.445801
	Iteration 9Q: 3 clusters Score -748427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -748425.687500 Penalty: 4350.445801
	Iteration 10Q: 3 clusters Score -748425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -748425.687500 Penalty: 4350.445801
	Iteration 11F: 3 clusters Score -748425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 2136 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 11112 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 31122 members 
Mstep: Class 29 contains 10917 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 3422 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 11048 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 2628 members 
Mstep: Class 37 contains 18841 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 4524 members 
Mstep: Class 48 contains 15436 members 
Mstep: Class 49 contains 3154 members 
Mstep: Class 50 contains 1674 members 
Mstep: Class 51 contains 4808 members 
Mstep: Class 52 contains 2761 members 
Mstep: Class 53 contains 5023 members 
Mstep: Class 54 contains 95525 members 
Mstep: Class 55 contains 3516 members 
Mstep: Class 56 contains 148 members 
Mstep: Class 57 contains 228915 members 
Mstep: Class 58 contains 3817 members 
Entering Unmasked Estep 
Score: -154411552.000000 Penalty: 202641.078125
Splitting cluster 36 changes total score from -154339392.000000 to -154411552.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 37 (18841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Entering Unmasked Estep 
Score: -2189825.000000 Penalty: 2441.260254
	Iteration 0F: 2 clusters Score -2189825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2176642.500000 Penalty: 4882.520508
	Iteration 0F: 3 clusters Score -2176642 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2181302.500000 Penalty: 4882.520508
	Iteration 1F: 3 clusters Score -2181302 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2182480.750000 Penalty: 4882.520508
	Iteration 2F: 3 clusters Score -2182481 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2184966.000000 Penalty: 4882.520508
	Iteration 3F: 3 clusters Score -2184966 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2187769.250000 Penalty: 4882.520508
	Iteration 4F: 3 clusters Score -2187769 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2189666.500000 Penalty: 4882.520508
	Iteration 5F: 3 clusters Score -2189666 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2190730.000000 Penalty: 4882.520508
	Iteration 6F: 3 clusters Score -2190730 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2191312.000000 Penalty: 4882.520508
	Iteration 7Q: 3 clusters Score -2191312 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2191649.250000 Penalty: 4882.520508
	Iteration 8Q: 3 clusters Score -2191649 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2191903.250000 Penalty: 4882.520508
	Iteration 9Q: 3 clusters Score -2191903 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2192162.250000 Penalty: 4882.520508
	Iteration 10Q: 3 clusters Score -2192162 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2192497.500000 Penalty: 4882.520508
	Iteration 11Q: 3 clusters Score -2192498 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2193039.000000 Penalty: 4882.520508
	Iteration 12Q: 3 clusters Score -2193039 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2193800.500000 Penalty: 4882.520508
	Iteration 13Q: 3 clusters Score -2193800 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2194844.000000 Penalty: 4882.520508
	Iteration 14Q: 3 clusters Score -2194844 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2195802.500000 Penalty: 4882.520508
	Iteration 15Q: 3 clusters Score -2195802 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2196555.750000 Penalty: 4882.520508
	Iteration 16Q: 3 clusters Score -2196556 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2197251.500000 Penalty: 4882.520508
	Iteration 17Q: 3 clusters Score -2197252 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2197895.750000 Penalty: 4882.520508
	Iteration 18Q: 3 clusters Score -2197896 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2198256.250000 Penalty: 4882.520508
	Iteration 19Q: 3 clusters Score -2198256 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2198418.500000 Penalty: 4882.520508
	Iteration 20F: 3 clusters Score -2198418 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2198499.500000 Penalty: 4882.520508
	Iteration 21Q: 3 clusters Score -2198500 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2198548.000000 Penalty: 4882.520508
	Iteration 22Q: 3 clusters Score -2198548 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2198586.000000 Penalty: 4882.520508
	Iteration 23Q: 3 clusters Score -2198586 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2198603.250000 Penalty: 4882.520508
	Iteration 24Q: 3 clusters Score -2198603 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2198625.000000 Penalty: 4882.520508
	Iteration 25Q: 3 clusters Score -2198625 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2198629.000000 Penalty: 4882.520508
	Iteration 26Q: 3 clusters Score -2198629 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2198643.000000 Penalty: 4882.520508
	Iteration 27Q: 3 clusters Score -2198643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2198651.000000 Penalty: 4882.520508
	Iteration 28Q: 3 clusters Score -2198651 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2198662.000000 Penalty: 4882.520508
	Iteration 29Q: 3 clusters Score -2198662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2198665.750000 Penalty: 4882.520508
	Iteration 30Q: 3 clusters Score -2198666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2198668.500000 Penalty: 4882.520508
	Iteration 31Q: 3 clusters Score -2198668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2198683.500000 Penalty: 4882.520508
	Iteration 32Q: 3 clusters Score -2198684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2198690.750000 Penalty: 4882.520508
	Iteration 33Q: 3 clusters Score -2198691 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2198701.250000 Penalty: 4882.520508
	Iteration 34Q: 3 clusters Score -2198701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2198709.750000 Penalty: 4882.520508
	Iteration 35Q: 3 clusters Score -2198710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2198715.750000 Penalty: 4882.520508
	Iteration 36Q: 3 clusters Score -2198716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2198713.250000 Penalty: 4882.520508
	Iteration 37Q: 3 clusters Score -2198713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2198720.500000 Penalty: 4882.520508
	Iteration 38Q: 3 clusters Score -2198720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2198719.000000 Penalty: 4882.520508
	Iteration 39Q: 3 clusters Score -2198719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2198724.750000 Penalty: 4882.520508
	Iteration 40F: 3 clusters Score -2198725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2198733.500000 Penalty: 4882.520508
	Iteration 41Q: 3 clusters Score -2198734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2198731.750000 Penalty: 4882.520508
	Iteration 42Q: 3 clusters Score -2198732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2198748.250000 Penalty: 4882.520508
	Iteration 43Q: 3 clusters Score -2198748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2198750.250000 Penalty: 4882.520508
	Iteration 44Q: 3 clusters Score -2198750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2198756.000000 Penalty: 4882.520508
	Iteration 45Q: 3 clusters Score -2198756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2198758.500000 Penalty: 4882.520508
	Iteration 46Q: 3 clusters Score -2198758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2198761.750000 Penalty: 4882.520508
	Iteration 47Q: 3 clusters Score -2198762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2198766.250000 Penalty: 4882.520508
	Iteration 48Q: 3 clusters Score -2198766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2198772.500000 Penalty: 4882.520508
	Iteration 49Q: 3 clusters Score -2198772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2198775.500000 Penalty: 4882.520508
	Iteration 50Q: 3 clusters Score -2198776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2198782.250000 Penalty: 4882.520508
	Iteration 51Q: 3 clusters Score -2198782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2198784.000000 Penalty: 4882.520508
	Iteration 52Q: 3 clusters Score -2198784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2198787.500000 Penalty: 4882.520508
	Iteration 53Q: 3 clusters Score -2198788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2198791.000000 Penalty: 4882.520508
	Iteration 54Q: 3 clusters Score -2198791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2198796.500000 Penalty: 4882.520508
	Iteration 55Q: 3 clusters Score -2198796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2198799.250000 Penalty: 4882.520508
	Iteration 56Q: 3 clusters Score -2198799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2198801.750000 Penalty: 4882.520508
	Iteration 57Q: 3 clusters Score -2198802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2198807.000000 Penalty: 4882.520508
	Iteration 58Q: 3 clusters Score -2198807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2198811.750000 Penalty: 4882.520508
	Iteration 59Q: 3 clusters Score -2198812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2198809.000000 Penalty: 4882.520508
	Iteration 60F: 3 clusters Score -2198809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2198810.000000 Penalty: 4882.520508
	Iteration 61Q: 3 clusters Score -2198810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2198811.500000 Penalty: 4882.520508
	Iteration 62Q: 3 clusters Score -2198812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2198812.750000 Penalty: 4882.520508
	Iteration 63Q: 3 clusters Score -2198813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2198809.750000 Penalty: 4882.520508
	Iteration 64Q: 3 clusters Score -2198810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2198807.000000 Penalty: 4882.520508
	Iteration 65Q: 3 clusters Score -2198807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2198813.000000 Penalty: 4882.520508
	Iteration 66Q: 3 clusters Score -2198813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2198812.000000 Penalty: 4882.520508
	Iteration 67Q: 3 clusters Score -2198812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2198813.500000 Penalty: 4882.520508
	Iteration 68Q: 3 clusters Score -2198814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2198813.500000 Penalty: 4882.520508
	Iteration 69Q: 3 clusters Score -2198814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2198816.750000 Penalty: 4882.520508
	Iteration 70Q: 3 clusters Score -2198817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2198820.000000 Penalty: 4882.520508
	Iteration 71Q: 3 clusters Score -2198820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2198812.000000 Penalty: 4882.520508
	Iteration 72Q: 3 clusters Score -2198812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2198811.000000 Penalty: 4882.520508
	Iteration 73Q: 3 clusters Score -2198811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2198814.500000 Penalty: 4882.520508
	Iteration 74Q: 3 clusters Score -2198814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2198818.500000 Penalty: 4882.520508
	Iteration 75Q: 3 clusters Score -2198818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2198814.500000 Penalty: 4882.520508
	Iteration 76Q: 3 clusters Score -2198814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2198815.000000 Penalty: 4882.520508
	Iteration 77Q: 3 clusters Score -2198815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2198816.750000 Penalty: 4882.520508
	Iteration 78Q: 3 clusters Score -2198817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2198818.500000 Penalty: 4882.520508
	Iteration 79Q: 3 clusters Score -2198818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2198818.250000 Penalty: 4882.520508
	Iteration 80F: 3 clusters Score -2198818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2198819.000000 Penalty: 4882.520508
	Iteration 81Q: 3 clusters Score -2198819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2198817.750000 Penalty: 4882.520508
	Iteration 82Q: 3 clusters Score -2198818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2198816.000000 Penalty: 4882.520508
	Iteration 83Q: 3 clusters Score -2198816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2198816.250000 Penalty: 4882.520508
	Iteration 84Q: 3 clusters Score -2198816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2198816.750000 Penalty: 4882.520508
	Iteration 85Q: 3 clusters Score -2198817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2198817.250000 Penalty: 4882.520508
	Iteration 86Q: 3 clusters Score -2198817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2198817.750000 Penalty: 4882.520508
	Iteration 87Q: 3 clusters Score -2198818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2198817.250000 Penalty: 4882.520508
	Iteration 88Q: 3 clusters Score -2198817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2198818.250000 Penalty: 4882.520508
	Iteration 89Q: 3 clusters Score -2198818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2198818.250000 Penalty: 4882.520508
	Iteration 90Q: 3 clusters Score -2198818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2198818.250000 Penalty: 4882.520508
	Iteration 91F: 3 clusters Score -2198818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 2136 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 11112 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 31122 members 
Mstep: Class 29 contains 10917 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 3422 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 11048 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 2628 members 
Mstep: Class 37 contains 7676 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4020 members 
Mstep: Class 40 contains 71022 members 
Mstep: Class 41 contains 5745 members 
Mstep: Class 42 contains 785 members 
Mstep: Class 43 contains 20065 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 4450 members 
Mstep: Class 46 contains 443 members 
Mstep: Class 47 contains 4524 members 
Mstep: Class 48 contains 15436 members 
Mstep: Class 49 contains 3154 members 
Mstep: Class 50 contains 1674 members 
Mstep: Class 51 contains 4808 members 
Mstep: Class 52 contains 2761 members 
Mstep: Class 53 contains 5023 members 
Mstep: Class 54 contains 95525 members 
Mstep: Class 55 contains 3516 members 
Mstep: Class 56 contains 148 members 
Mstep: Class 57 contains 228915 members 
Mstep: Class 58 contains 3817 members 
Mstep: Class 59 contains 11165 members 
Entering Unmasked Estep 
Score: -154419232.000000 Penalty: 206134.890625
Splitting cluster 37 changes total score from -154339392.000000 to -154419232.000000
So it's getting split into cluster 59.
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 48230 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 138730 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 11893 members 
Mstep: Class 11 contains 27005 members 
Mstep: Class 12 contains 15382 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 19404 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 99094 members 
Mstep: Class 23 contains 17308 members 
Mstep: Class 24 contains 2136 members 
Mstep: Class 25 contains 93886 members 
Mstep: Class 26 contains 11112 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 31122 members 
Mstep: Class 29 contains 10917 members 
Mstep: Class 30 contains 65223 members 
Mstep: Class 31 contains 5556 members 
Mstep: Class 32 contains 3422 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 11048 members 
Mstep: Class 35 contains 35167 members 
Mstep: Class 36 contains 2628 members 
Mstep: Class 37 contains 7676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 56. Lose 3050.134521 but Gain 3493.812500
Score: -154438288.000000 Penalty: 202641.078125
Iteration 79Q: 59 clusters Score -1.544383e+08 nChanged 24641
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1864 members 
Mstep: Class 3 contains 48823 members 
Mstep: Class 4 contains 40691 members 
Mstep: Class 5 contains 3564 members 
Mstep: Class 6 contains 9015 members 
Mstep: Class 7 contains 32622 members 
Mstep: Class 8 contains 139553 members 
Mstep: Class 9 contains 2023 members 
Mstep: Class 10 contains 11847 members 
Mstep: Class 11 contains 26953 members 
Mstep: Class 12 contains 15828 members 
Mstep: Class 13 contains 14847 members 
Mstep: Class 14 contains 3985 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 904 members 
Mstep: Class 17 contains 7588 members 
Mstep: Class 18 contains 19639 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 4920 members 
Mstep: Class 21 contains 3260 members 
Mstep: Class 22 contains 99667 members 
Mstep: Class 23 contains 17429 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 94136 members 
Mstep: Class 26 contains 11049 members 
Mstep: Class 27 contains 4967 members 
Mstep: Class 28 contains 30840 members 
Mstep: Class 29 contains 12250 members 
Mstep: Class 30 contains 64864 members 
Mstep: Class 31 contains 5507 members 
Mstep: Class 32 contains 3413 members 
Mstep: Class 33 contains 400 members 
Mstep: Class 34 contains 11071 members 
Mstep: Class 35 contains 35485 members 
Mstep: Class 36 contains 2748 members 
Mstep: Class 37 contains 7718 members 
Mstep: Class 38 contains 17241 members 
Mstep: Class 39 contains 4079 members 
Mstep: Class 40 contains 68249 members 
Mstep: Class 41 contains 5719 members 
Mstep: Class 42 contains 748 members 
Mstep: Class 43 contains 19573 members 
Mstep: Class 44 contains 2404 members 
Mstep: Class 45 contains 4272 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 4375 members 
Mstep: Class 48 contains 14845 members 
Mstep: Class 49 contains 3038 members 
Mstep: Class 50 contains 1706 members 
Mstep: Class 51 contains 4767 members 
Mstep: Class 52 contains 2705 members 
Mstep: Class 53 contains 4891 members 
Mstep: Class 54 contains 94183 members 
Mstep: Class 55 contains 3468 members 
Mstep: Class 57 contains 228693 members 
Mstep: Class 58 contains 3897 members 
Mstep: Class 59 contains 10848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154456880.000000 Penalty: 202641.078125
Iteration 80F: 59 clusters Score -1.544569e+08 nChanged 18423
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1856 members 
Mstep: Class 3 contains 48342 members 
Mstep: Class 4 contains 39697 members 
Mstep: Class 5 contains 3984 members 
Mstep: Class 6 contains 9204 members 
Mstep: Class 7 contains 32424 members 
Mstep: Class 8 contains 139078 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 11716 members 
Mstep: Class 11 contains 26537 members 
Mstep: Class 12 contains 16001 members 
Mstep: Class 13 contains 15076 members 
Mstep: Class 14 contains 3978 members 
Mstep: Class 15 contains 2416 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 7620 members 
Mstep: Class 18 contains 19571 members 
Mstep: Class 19 contains 4291 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 3425 members 
Mstep: Class 22 contains 99339 members 
Mstep: Class 23 contains 17400 members 
Mstep: Class 24 contains 2192 members 
Mstep: Class 25 contains 93857 members 
Mstep: Class 26 contains 11022 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 30276 members 
Mstep: Class 29 contains 13119 members 
Mstep: Class 30 contains 64377 members 
Mstep: Class 31 contains 5447 members 
Mstep: Class 32 contains 3389 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 11088 members 
Mstep: Class 35 contains 35198 members 
Mstep: Class 36 contains 2705 members 
Mstep: Class 37 contains 7689 members 
Mstep: Class 38 contains 17812 members 
Mstep: Class 39 contains 4450 members 
Mstep: Class 40 contains 68471 members 
Mstep: Class 41 contains 6088 members 
Mstep: Class 42 contains 746 members 
Mstep: Class 43 contains 19506 members 
Mstep: Class 44 contains 2437 members 
Mstep: Class 45 contains 4314 members 
Mstep: Class 46 contains 493 members 
Mstep: Class 47 contains 4316 members 
Mstep: Class 48 contains 15311 members 
Mstep: Class 49 contains 3170 members 
Mstep: Class 50 contains 1869 members 
Mstep: Class 51 contains 4741 members 
Mstep: Class 52 contains 2793 members 
Mstep: Class 53 contains 5070 members 
Mstep: Class 54 contains 94196 members 
Mstep: Class 55 contains 3556 members 
Mstep: Class 57 contains 229732 members 
Mstep: Class 58 contains 3942 members 
Mstep: Class 59 contains 10653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154462256.000000 Penalty: 202641.078125
Iteration 81Q: 59 clusters Score -1.544623e+08 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 48112 members 
Mstep: Class 4 contains 38978 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 9334 members 
Mstep: Class 7 contains 32327 members 
Mstep: Class 8 contains 138782 members 
Mstep: Class 9 contains 2153 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 26204 members 
Mstep: Class 12 contains 16090 members 
Mstep: Class 13 contains 15275 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 7669 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 4270 members 
Mstep: Class 20 contains 5161 members 
Mstep: Class 21 contains 3541 members 
Mstep: Class 22 contains 99051 members 
Mstep: Class 23 contains 17365 members 
Mstep: Class 24 contains 2188 members 
Mstep: Class 25 contains 93677 members 
Mstep: Class 26 contains 11021 members 
Mstep: Class 27 contains 5046 members 
Mstep: Class 28 contains 29840 members 
Mstep: Class 29 contains 13960 members 
Mstep: Class 30 contains 63980 members 
Mstep: Class 31 contains 5400 members 
Mstep: Class 32 contains 3383 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 11129 members 
Mstep: Class 35 contains 35072 members 
Mstep: Class 36 contains 2713 members 
Mstep: Class 37 contains 7694 members 
Mstep: Class 38 contains 18128 members 
Mstep: Class 39 contains 4617 members 
Mstep: Class 40 contains 68554 members 
Mstep: Class 41 contains 6274 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 19464 members 
Mstep: Class 44 contains 2467 members 
Mstep: Class 45 contains 4328 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 4247 members 
Mstep: Class 48 contains 15618 members 
Mstep: Class 49 contains 3224 members 
Mstep: Class 50 contains 1921 members 
Mstep: Class 51 contains 4691 members 
Mstep: Class 52 contains 2841 members 
Mstep: Class 53 contains 5199 members 
Mstep: Class 54 contains 94081 members 
Mstep: Class 55 contains 3594 members 
Mstep: Class 57 contains 230273 members 
Mstep: Class 58 contains 3967 members 
Mstep: Class 59 contains 10525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154464688.000000 Penalty: 202641.078125
Iteration 82Q: 59 clusters Score -1.544647e+08 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1857 members 
Mstep: Class 3 contains 47945 members 
Mstep: Class 4 contains 38360 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 6 contains 9414 members 
Mstep: Class 7 contains 32282 members 
Mstep: Class 8 contains 138539 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 11611 members 
Mstep: Class 11 contains 25927 members 
Mstep: Class 12 contains 16158 members 
Mstep: Class 13 contains 15451 members 
Mstep: Class 14 contains 3967 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 7706 members 
Mstep: Class 18 contains 19634 members 
Mstep: Class 19 contains 4262 members 
Mstep: Class 20 contains 5261 members 
Mstep: Class 21 contains 3617 members 
Mstep: Class 22 contains 98752 members 
Mstep: Class 23 contains 17339 members 
Mstep: Class 24 contains 2190 members 
Mstep: Class 25 contains 93561 members 
Mstep: Class 26 contains 11040 members 
Mstep: Class 27 contains 5158 members 
Mstep: Class 28 contains 29508 members 
Mstep: Class 29 contains 14762 members 
Mstep: Class 30 contains 63647 members 
Mstep: Class 31 contains 5364 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 11176 members 
Mstep: Class 35 contains 34945 members 
Mstep: Class 36 contains 2719 members 
Mstep: Class 37 contains 7717 members 
Mstep: Class 38 contains 18394 members 
Mstep: Class 39 contains 4725 members 
Mstep: Class 40 contains 68763 members 
Mstep: Class 41 contains 6366 members 
Mstep: Class 42 contains 711 members 
Mstep: Class 43 contains 19428 members 
Mstep: Class 44 contains 2499 members 
Mstep: Class 45 contains 4341 members 
Mstep: Class 46 contains 500 members 
Mstep: Class 47 contains 4203 members 
Mstep: Class 48 contains 15873 members 
Mstep: Class 49 contains 3251 members 
Mstep: Class 50 contains 1935 members 
Mstep: Class 51 contains 4613 members 
Mstep: Class 52 contains 2864 members 
Mstep: Class 53 contains 5303 members 
Mstep: Class 54 contains 93981 members 
Mstep: Class 55 contains 3630 members 
Mstep: Class 57 contains 230518 members 
Mstep: Class 58 contains 3974 members 
Mstep: Class 59 contains 10421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154465792.000000 Penalty: 202641.078125
Iteration 83Q: 59 clusters Score -1.544658e+08 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 47826 members 
Mstep: Class 4 contains 37817 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 9441 members 
Mstep: Class 7 contains 32260 members 
Mstep: Class 8 contains 138352 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 11583 members 
Mstep: Class 11 contains 25648 members 
Mstep: Class 12 contains 16209 members 
Mstep: Class 13 contains 15610 members 
Mstep: Class 14 contains 3966 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 7741 members 
Mstep: Class 18 contains 19672 members 
Mstep: Class 19 contains 4266 members 
Mstep: Class 20 contains 5350 members 
Mstep: Class 21 contains 3672 members 
Mstep: Class 22 contains 98480 members 
Mstep: Class 23 contains 17322 members 
Mstep: Class 24 contains 2202 members 
Mstep: Class 25 contains 93457 members 
Mstep: Class 26 contains 11056 members 
Mstep: Class 27 contains 5274 members 
Mstep: Class 28 contains 29251 members 
Mstep: Class 29 contains 15556 members 
Mstep: Class 30 contains 63337 members 
Mstep: Class 31 contains 5342 members 
Mstep: Class 32 contains 3368 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 11219 members 
Mstep: Class 35 contains 34851 members 
Mstep: Class 36 contains 2729 members 
Mstep: Class 37 contains 7736 members 
Mstep: Class 38 contains 18590 members 
Mstep: Class 39 contains 4805 members 
Mstep: Class 40 contains 69007 members 
Mstep: Class 41 contains 6396 members 
Mstep: Class 42 contains 704 members 
Mstep: Class 43 contains 19410 members 
Mstep: Class 44 contains 2520 members 
Mstep: Class 45 contains 4363 members 
Mstep: Class 46 contains 503 members 
Mstep: Class 47 contains 4154 members 
Mstep: Class 48 contains 16117 members 
Mstep: Class 49 contains 3252 members 
Mstep: Class 50 contains 1947 members 
Mstep: Class 51 contains 4527 members 
Mstep: Class 52 contains 2886 members 
Mstep: Class 53 contains 5371 members 
Mstep: Class 54 contains 93845 members 
Mstep: Class 55 contains 3649 members 
Mstep: Class 57 contains 230654 members 
Mstep: Class 58 contains 3976 members 
Mstep: Class 59 contains 10333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154467200.000000 Penalty: 202641.078125
Iteration 84Q: 59 clusters Score -1.544672e+08 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 47693 members 
Mstep: Class 4 contains 37337 members 
Mstep: Class 5 contains 5322 members 
Mstep: Class 6 contains 9445 members 
Mstep: Class 7 contains 32255 members 
Mstep: Class 8 contains 138213 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 11539 members 
Mstep: Class 11 contains 25398 members 
Mstep: Class 12 contains 16250 members 
Mstep: Class 13 contains 15743 members 
Mstep: Class 14 contains 3964 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 7763 members 
Mstep: Class 18 contains 19707 members 
Mstep: Class 19 contains 4268 members 
Mstep: Class 20 contains 5424 members 
Mstep: Class 21 contains 3724 members 
Mstep: Class 22 contains 98227 members 
Mstep: Class 23 contains 17309 members 
Mstep: Class 24 contains 2213 members 
Mstep: Class 25 contains 93368 members 
Mstep: Class 26 contains 11096 members 
Mstep: Class 27 contains 5364 members 
Mstep: Class 28 contains 29072 members 
Mstep: Class 29 contains 16261 members 
Mstep: Class 30 contains 63051 members 
Mstep: Class 31 contains 5327 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 11261 members 
Mstep: Class 35 contains 34799 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 7764 members 
Mstep: Class 38 contains 18777 members 
Mstep: Class 39 contains 4865 members 
Mstep: Class 40 contains 69252 members 
Mstep: Class 41 contains 6386 members 
Mstep: Class 42 contains 696 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 2540 members 
Mstep: Class 45 contains 4382 members 
Mstep: Class 46 contains 503 members 
Mstep: Class 47 contains 4128 members 
Mstep: Class 48 contains 16305 members 
Mstep: Class 49 contains 3240 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 4431 members 
Mstep: Class 52 contains 2902 members 
Mstep: Class 53 contains 5436 members 
Mstep: Class 54 contains 93724 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 57 contains 230709 members 
Mstep: Class 58 contains 3977 members 
Mstep: Class 59 contains 10275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154469088.000000 Penalty: 202641.078125
Iteration 85Q: 59 clusters Score -1.544691e+08 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 47565 members 
Mstep: Class 4 contains 36874 members 
Mstep: Class 5 contains 5645 members 
Mstep: Class 6 contains 9400 members 
Mstep: Class 7 contains 32244 members 
Mstep: Class 8 contains 138072 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 25164 members 
Mstep: Class 12 contains 16281 members 
Mstep: Class 13 contains 15859 members 
Mstep: Class 14 contains 3965 members 
Mstep: Class 15 contains 2921 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 7764 members 
Mstep: Class 18 contains 19749 members 
Mstep: Class 19 contains 4272 members 
Mstep: Class 20 contains 5494 members 
Mstep: Class 21 contains 3769 members 
Mstep: Class 22 contains 98024 members 
Mstep: Class 23 contains 17301 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 93306 members 
Mstep: Class 26 contains 11132 members 
Mstep: Class 27 contains 5462 members 
Mstep: Class 28 contains 28943 members 
Mstep: Class 29 contains 16873 members 
Mstep: Class 30 contains 62776 members 
Mstep: Class 31 contains 5314 members 
Mstep: Class 32 contains 3358 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 11303 members 
Mstep: Class 35 contains 34733 members 
Mstep: Class 36 contains 2747 members 
Mstep: Class 37 contains 7790 members 
Mstep: Class 38 contains 18921 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 69490 members 
Mstep: Class 41 contains 6360 members 
Mstep: Class 42 contains 679 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 2572 members 
Mstep: Class 45 contains 4394 members 
Mstep: Class 46 contains 504 members 
Mstep: Class 47 contains 4108 members 
Mstep: Class 48 contains 16479 members 
Mstep: Class 49 contains 3214 members 
Mstep: Class 50 contains 1957 members 
Mstep: Class 51 contains 4348 members 
Mstep: Class 52 contains 2929 members 
Mstep: Class 53 contains 5496 members 
Mstep: Class 54 contains 93653 members 
Mstep: Class 55 contains 3682 members 
Mstep: Class 57 contains 230754 members 
Mstep: Class 58 contains 3978 members 
Mstep: Class 59 contains 10233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154470080.000000 Penalty: 202641.078125
Iteration 86Q: 59 clusters Score -1.544701e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 47470 members 
Mstep: Class 4 contains 36459 members 
Mstep: Class 5 contains 5914 members 
Mstep: Class 6 contains 9360 members 
Mstep: Class 7 contains 32244 members 
Mstep: Class 8 contains 137976 members 
Mstep: Class 9 contains 2475 members 
Mstep: Class 10 contains 11480 members 
Mstep: Class 11 contains 24966 members 
Mstep: Class 12 contains 16294 members 
Mstep: Class 13 contains 15941 members 
Mstep: Class 14 contains 3966 members 
Mstep: Class 15 contains 3011 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 7755 members 
Mstep: Class 18 contains 19772 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 5550 members 
Mstep: Class 21 contains 3796 members 
Mstep: Class 22 contains 97842 members 
Mstep: Class 23 contains 17297 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 93252 members 
Mstep: Class 26 contains 11187 members 
Mstep: Class 27 contains 5547 members 
Mstep: Class 28 contains 28830 members 
Mstep: Class 29 contains 17423 members 
Mstep: Class 30 contains 62545 members 
Mstep: Class 31 contains 5308 members 
Mstep: Class 32 contains 3357 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 11337 members 
Mstep: Class 35 contains 34681 members 
Mstep: Class 36 contains 2741 members 
Mstep: Class 37 contains 7814 members 
Mstep: Class 38 contains 19045 members 
Mstep: Class 39 contains 4943 members 
Mstep: Class 40 contains 69726 members 
Mstep: Class 41 contains 6345 members 
Mstep: Class 42 contains 674 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 2607 members 
Mstep: Class 45 contains 4402 members 
Mstep: Class 46 contains 504 members 
Mstep: Class 47 contains 4094 members 
Mstep: Class 48 contains 16619 members 
Mstep: Class 49 contains 3198 members 
Mstep: Class 50 contains 1964 members 
Mstep: Class 51 contains 4258 members 
Mstep: Class 52 contains 2948 members 
Mstep: Class 53 contains 5537 members 
Mstep: Class 54 contains 93595 members 
Mstep: Class 55 contains 3695 members 
Mstep: Class 57 contains 230783 members 
Mstep: Class 58 contains 3980 members 
Mstep: Class 59 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154470400.000000 Penalty: 202641.078125
Iteration 87Q: 59 clusters Score -1.544704e+08 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 47394 members 
Mstep: Class 4 contains 36078 members 
Mstep: Class 5 contains 6131 members 
Mstep: Class 6 contains 9328 members 
Mstep: Class 7 contains 32253 members 
Mstep: Class 8 contains 137886 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 11458 members 
Mstep: Class 11 contains 24800 members 
Mstep: Class 12 contains 16309 members 
Mstep: Class 13 contains 16023 members 
Mstep: Class 14 contains 3967 members 
Mstep: Class 15 contains 3081 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 7755 members 
Mstep: Class 18 contains 19788 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 3812 members 
Mstep: Class 22 contains 97681 members 
Mstep: Class 23 contains 17290 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 93199 members 
Mstep: Class 26 contains 11239 members 
Mstep: Class 27 contains 5608 members 
Mstep: Class 28 contains 28731 members 
Mstep: Class 29 contains 17983 members 
Mstep: Class 30 contains 62337 members 
Mstep: Class 31 contains 5301 members 
Mstep: Class 32 contains 3357 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 11368 members 
Mstep: Class 35 contains 34628 members 
Mstep: Class 36 contains 2740 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 19150 members 
Mstep: Class 39 contains 4973 members 
Mstep: Class 40 contains 69932 members 
Mstep: Class 41 contains 6342 members 
Mstep: Class 42 contains 674 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 2640 members 
Mstep: Class 45 contains 4408 members 
Mstep: Class 46 contains 505 members 
Mstep: Class 47 contains 4088 members 
Mstep: Class 48 contains 16754 members 
Mstep: Class 49 contains 3186 members 
Mstep: Class 50 contains 1970 members 
Mstep: Class 51 contains 4191 members 
Mstep: Class 52 contains 2954 members 
Mstep: Class 53 contains 5574 members 
Mstep: Class 54 contains 93493 members 
Mstep: Class 55 contains 3710 members 
Mstep: Class 57 contains 230798 members 
Mstep: Class 58 contains 3980 members 
Mstep: Class 59 contains 10167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154471616.000000 Penalty: 202641.078125
Iteration 88Q: 59 clusters Score -1.544716e+08 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1857 members 
Mstep: Class 3 contains 47334 members 
Mstep: Class 4 contains 35701 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 9265 members 
Mstep: Class 7 contains 32258 members 
Mstep: Class 8 contains 137819 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 11447 members 
Mstep: Class 11 contains 24619 members 
Mstep: Class 12 contains 16328 members 
Mstep: Class 13 contains 16095 members 
Mstep: Class 14 contains 3968 members 
Mstep: Class 15 contains 3121 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 7768 members 
Mstep: Class 18 contains 19803 members 
Mstep: Class 19 contains 4280 members 
Mstep: Class 20 contains 5673 members 
Mstep: Class 21 contains 3830 members 
Mstep: Class 22 contains 97543 members 
Mstep: Class 23 contains 17283 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 93158 members 
Mstep: Class 26 contains 11269 members 
Mstep: Class 27 contains 5684 members 
Mstep: Class 28 contains 28648 members 
Mstep: Class 29 contains 18487 members 
Mstep: Class 30 contains 62174 members 
Mstep: Class 31 contains 5294 members 
Mstep: Class 32 contains 3359 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 11402 members 
Mstep: Class 35 contains 34573 members 
Mstep: Class 36 contains 2740 members 
Mstep: Class 37 contains 7836 members 
Mstep: Class 38 contains 19247 members 
Mstep: Class 39 contains 5005 members 
Mstep: Class 40 contains 70120 members 
Mstep: Class 41 contains 6352 members 
Mstep: Class 42 contains 685 members 
Mstep: Class 43 contains 19403 members 
Mstep: Class 44 contains 2662 members 
Mstep: Class 45 contains 4414 members 
Mstep: Class 46 contains 505 members 
Mstep: Class 47 contains 4085 members 
Mstep: Class 48 contains 16887 members 
Mstep: Class 49 contains 3188 members 
Mstep: Class 50 contains 1976 members 
Mstep: Class 51 contains 4147 members 
Mstep: Class 52 contains 2962 members 
Mstep: Class 53 contains 5603 members 
Mstep: Class 54 contains 93403 members 
Mstep: Class 55 contains 3717 members 
Mstep: Class 57 contains 230785 members 
Mstep: Class 58 contains 3981 members 
Mstep: Class 59 contains 10155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154472336.000000 Penalty: 202641.078125
Iteration 89Q: 59 clusters Score -1.544723e+08 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1861 members 
Mstep: Class 3 contains 47268 members 
Mstep: Class 4 contains 35327 members 
Mstep: Class 5 contains 6353 members 
Mstep: Class 6 contains 9223 members 
Mstep: Class 7 contains 32265 members 
Mstep: Class 8 contains 137779 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 16344 members 
Mstep: Class 13 contains 16161 members 
Mstep: Class 14 contains 3968 members 
Mstep: Class 15 contains 3157 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 7778 members 
Mstep: Class 18 contains 19819 members 
Mstep: Class 19 contains 4290 members 
Mstep: Class 20 contains 5738 members 
Mstep: Class 21 contains 3842 members 
Mstep: Class 22 contains 97420 members 
Mstep: Class 23 contains 17273 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 93123 members 
Mstep: Class 26 contains 11276 members 
Mstep: Class 27 contains 5758 members 
Mstep: Class 28 contains 28585 members 
Mstep: Class 29 contains 18954 members 
Mstep: Class 30 contains 62033 members 
Mstep: Class 31 contains 5285 members 
Mstep: Class 32 contains 3359 members 
Mstep: Class 33 contains 413 members 
Mstep: Class 34 contains 11438 members 
Mstep: Class 35 contains 34537 members 
Mstep: Class 36 contains 2742 members 
Mstep: Class 37 contains 7847 members 
Mstep: Class 38 contains 19332 members 
Mstep: Class 39 contains 5033 members 
Mstep: Class 40 contains 70263 members 
Mstep: Class 41 contains 6369 members 
Mstep: Class 42 contains 684 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 2686 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 505 members 
Mstep: Class 47 contains 4073 members 
Mstep: Class 48 contains 17023 members 
Mstep: Class 49 contains 3181 members 
Mstep: Class 50 contains 1980 members 
Mstep: Class 51 contains 4123 members 
Mstep: Class 52 contains 2973 members 
Mstep: Class 53 contains 5611 members 
Mstep: Class 54 contains 93336 members 
Mstep: Class 55 contains 3717 members 
Mstep: Class 57 contains 230760 members 
Mstep: Class 58 contains 3981 members 
Mstep: Class 59 contains 10143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154473520.000000 Penalty: 202641.078125
Iteration 90Q: 59 clusters Score -1.544735e+08 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1861 members 
Mstep: Class 3 contains 47216 members 
Mstep: Class 4 contains 34976 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 9195 members 
Mstep: Class 7 contains 32268 members 
Mstep: Class 8 contains 137734 members 
Mstep: Class 9 contains 2531 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 24314 members 
Mstep: Class 12 contains 16354 members 
Mstep: Class 13 contains 16236 members 
Mstep: Class 14 contains 3968 members 
Mstep: Class 15 contains 3179 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 7795 members 
Mstep: Class 18 contains 19816 members 
Mstep: Class 19 contains 4296 members 
Mstep: Class 20 contains 5811 members 
Mstep: Class 21 contains 3852 members 
Mstep: Class 22 contains 97319 members 
Mstep: Class 23 contains 17256 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 93103 members 
Mstep: Class 26 contains 11288 members 
Mstep: Class 27 contains 5819 members 
Mstep: Class 28 contains 28525 members 
Mstep: Class 29 contains 19387 members 
Mstep: Class 30 contains 61897 members 
Mstep: Class 31 contains 5277 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 11475 members 
Mstep: Class 35 contains 34508 members 
Mstep: Class 36 contains 2743 members 
Mstep: Class 37 contains 7851 members 
Mstep: Class 38 contains 19428 members 
Mstep: Class 39 contains 5057 members 
Mstep: Class 40 contains 70396 members 
Mstep: Class 41 contains 6391 members 
Mstep: Class 42 contains 686 members 
Mstep: Class 43 contains 19405 members 
Mstep: Class 44 contains 2708 members 
Mstep: Class 45 contains 4433 members 
Mstep: Class 46 contains 505 members 
Mstep: Class 47 contains 4066 members 
Mstep: Class 48 contains 17141 members 
Mstep: Class 49 contains 3177 members 
Mstep: Class 50 contains 1984 members 
Mstep: Class 51 contains 4090 members 
Mstep: Class 52 contains 2982 members 
Mstep: Class 53 contains 5618 members 
Mstep: Class 54 contains 93238 members 
Mstep: Class 55 contains 3719 members 
Mstep: Class 57 contains 230719 members 
Mstep: Class 58 contains 3981 members 
Mstep: Class 59 contains 10134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154474208.000000 Penalty: 202641.078125
Iteration 91Q: 59 clusters Score -1.544742e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 47154 members 
Mstep: Class 4 contains 34637 members 
Mstep: Class 5 contains 6460 members 
Mstep: Class 6 contains 9184 members 
Mstep: Class 7 contains 32267 members 
Mstep: Class 8 contains 137730 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 11416 members 
Mstep: Class 11 contains 24152 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 16307 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 15 contains 3203 members 
Mstep: Class 16 contains 911 members 
Mstep: Class 17 contains 7810 members 
Mstep: Class 18 contains 19817 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 5894 members 
Mstep: Class 21 contains 3857 members 
Mstep: Class 22 contains 97233 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 2239 members 
Mstep: Class 25 contains 93082 members 
Mstep: Class 26 contains 11297 members 
Mstep: Class 27 contains 5863 members 
Mstep: Class 28 contains 28473 members 
Mstep: Class 29 contains 19797 members 
Mstep: Class 30 contains 61774 members 
Mstep: Class 31 contains 5270 members 
Mstep: Class 32 contains 3358 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 11502 members 
Mstep: Class 35 contains 34488 members 
Mstep: Class 36 contains 2742 members 
Mstep: Class 37 contains 7859 members 
Mstep: Class 38 contains 19518 members 
Mstep: Class 39 contains 5089 members 
Mstep: Class 40 contains 70517 members 
Mstep: Class 41 contains 6415 members 
Mstep: Class 42 contains 690 members 
Mstep: Class 43 contains 19408 members 
Mstep: Class 44 contains 2728 members 
Mstep: Class 45 contains 4437 members 
Mstep: Class 46 contains 505 members 
Mstep: Class 47 contains 4056 members 
Mstep: Class 48 contains 17263 members 
Mstep: Class 49 contains 3181 members 
Mstep: Class 50 contains 1988 members 
Mstep: Class 51 contains 4055 members 
Mstep: Class 52 contains 2985 members 
Mstep: Class 53 contains 5624 members 
Mstep: Class 54 contains 93132 members 
Mstep: Class 55 contains 3725 members 
Mstep: Class 57 contains 230668 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154474928.000000 Penalty: 202641.078125
Iteration 92Q: 59 clusters Score -1.544749e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1859 members 
Mstep: Class 3 contains 47079 members 
Mstep: Class 4 contains 34309 members 
Mstep: Class 5 contains 6502 members 
Mstep: Class 6 contains 9176 members 
Mstep: Class 7 contains 32263 members 
Mstep: Class 8 contains 137719 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 23975 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 16387 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 15 contains 3221 members 
Mstep: Class 16 contains 911 members 
Mstep: Class 17 contains 7823 members 
Mstep: Class 18 contains 19828 members 
Mstep: Class 19 contains 4310 members 
Mstep: Class 20 contains 5977 members 
Mstep: Class 21 contains 3865 members 
Mstep: Class 22 contains 97162 members 
Mstep: Class 23 contains 17218 members 
Mstep: Class 24 contains 2250 members 
Mstep: Class 25 contains 93050 members 
Mstep: Class 26 contains 11282 members 
Mstep: Class 27 contains 5907 members 
Mstep: Class 28 contains 28428 members 
Mstep: Class 29 contains 20211 members 
Mstep: Class 30 contains 61642 members 
Mstep: Class 31 contains 5264 members 
Mstep: Class 32 contains 3360 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 11528 members 
Mstep: Class 35 contains 34472 members 
Mstep: Class 36 contains 2742 members 
Mstep: Class 37 contains 7868 members 
Mstep: Class 38 contains 19591 members 
Mstep: Class 39 contains 5110 members 
Mstep: Class 40 contains 70598 members 
Mstep: Class 41 contains 6435 members 
Mstep: Class 42 contains 695 members 
Mstep: Class 43 contains 19422 members 
Mstep: Class 44 contains 2746 members 
Mstep: Class 45 contains 4441 members 
Mstep: Class 46 contains 505 members 
Mstep: Class 47 contains 4043 members 
Mstep: Class 48 contains 17412 members 
Mstep: Class 49 contains 3185 members 
Mstep: Class 50 contains 1991 members 
Mstep: Class 51 contains 4043 members 
Mstep: Class 52 contains 2992 members 
Mstep: Class 53 contains 5631 members 
Mstep: Class 54 contains 93022 members 
Mstep: Class 55 contains 3721 members 
Mstep: Class 57 contains 230626 members 
Mstep: Class 58 contains 3984 members 
Mstep: Class 59 contains 10118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154475216.000000 Penalty: 202641.078125
Iteration 93Q: 59 clusters Score -1.544752e+08 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1856 members 
Mstep: Class 3 contains 47011 members 
Mstep: Class 4 contains 34011 members 
Mstep: Class 5 contains 6518 members 
Mstep: Class 6 contains 9170 members 
Mstep: Class 7 contains 32263 members 
Mstep: Class 8 contains 137733 members 
Mstep: Class 9 contains 2590 members 
Mstep: Class 10 contains 11417 members 
Mstep: Class 11 contains 23780 members 
Mstep: Class 12 contains 16387 members 
Mstep: Class 13 contains 16461 members 
Mstep: Class 14 contains 3970 members 
Mstep: Class 15 contains 3231 members 
Mstep: Class 16 contains 911 members 
Mstep: Class 17 contains 7835 members 
Mstep: Class 18 contains 19838 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 6082 members 
Mstep: Class 21 contains 3869 members 
Mstep: Class 22 contains 97094 members 
Mstep: Class 23 contains 17206 members 
Mstep: Class 24 contains 2259 members 
Mstep: Class 25 contains 93028 members 
Mstep: Class 26 contains 11271 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 28388 members 
Mstep: Class 29 contains 20577 members 
Mstep: Class 30 contains 61522 members 
Mstep: Class 31 contains 5262 members 
Mstep: Class 32 contains 3363 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 11552 members 
Mstep: Class 35 contains 34454 members 
Mstep: Class 36 contains 2739 members 
Mstep: Class 37 contains 7876 members 
Mstep: Class 38 contains 19669 members 
Mstep: Class 39 contains 5135 members 
Mstep: Class 40 contains 70674 members 
Mstep: Class 41 contains 6458 members 
Mstep: Class 42 contains 705 members 
Mstep: Class 43 contains 19430 members 
Mstep: Class 44 contains 2764 members 
Mstep: Class 45 contains 4440 members 
Mstep: Class 46 contains 505 members 
Mstep: Class 47 contains 4033 members 
Mstep: Class 48 contains 17561 members 
Mstep: Class 49 contains 3180 members 
Mstep: Class 50 contains 1994 members 
Mstep: Class 51 contains 4029 members 
Mstep: Class 52 contains 2997 members 
Mstep: Class 53 contains 5638 members 
Mstep: Class 54 contains 92915 members 
Mstep: Class 55 contains 3718 members 
Mstep: Class 57 contains 230591 members 
Mstep: Class 58 contains 3986 members 
Mstep: Class 59 contains 10111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154475808.000000 Penalty: 202641.078125
Iteration 94Q: 59 clusters Score -1.544758e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1856 members 
Mstep: Class 3 contains 46959 members 
Mstep: Class 4 contains 33709 members 
Mstep: Class 5 contains 6546 members 
Mstep: Class 6 contains 9160 members 
Mstep: Class 7 contains 32273 members 
Mstep: Class 8 contains 137724 members 
Mstep: Class 9 contains 2596 members 
Mstep: Class 10 contains 11426 members 
Mstep: Class 11 contains 23600 members 
Mstep: Class 12 contains 16401 members 
Mstep: Class 13 contains 16519 members 
Mstep: Class 14 contains 3970 members 
Mstep: Class 15 contains 3237 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 7849 members 
Mstep: Class 18 contains 19848 members 
Mstep: Class 19 contains 4319 members 
Mstep: Class 20 contains 6196 members 
Mstep: Class 21 contains 3875 members 
Mstep: Class 22 contains 97035 members 
Mstep: Class 23 contains 17198 members 
Mstep: Class 24 contains 2275 members 
Mstep: Class 25 contains 93001 members 
Mstep: Class 26 contains 11281 members 
Mstep: Class 27 contains 5974 members 
Mstep: Class 28 contains 28358 members 
Mstep: Class 29 contains 20889 members 
Mstep: Class 30 contains 61416 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 3363 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 11579 members 
Mstep: Class 35 contains 34438 members 
Mstep: Class 36 contains 2736 members 
Mstep: Class 37 contains 7884 members 
Mstep: Class 38 contains 19734 members 
Mstep: Class 39 contains 5166 members 
Mstep: Class 40 contains 70753 members 
Mstep: Class 41 contains 6474 members 
Mstep: Class 42 contains 708 members 
Mstep: Class 43 contains 19431 members 
Mstep: Class 44 contains 2781 members 
Mstep: Class 45 contains 4441 members 
Mstep: Class 46 contains 505 members 
Mstep: Class 47 contains 4027 members 
Mstep: Class 48 contains 17697 members 
Mstep: Class 49 contains 3173 members 
Mstep: Class 50 contains 1996 members 
Mstep: Class 51 contains 4010 members 
Mstep: Class 52 contains 3002 members 
Mstep: Class 53 contains 5639 members 
Mstep: Class 54 contains 92821 members 
Mstep: Class 55 contains 3720 members 
Mstep: Class 57 contains 230566 members 
Mstep: Class 58 contains 3987 members 
Mstep: Class 59 contains 10104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154475904.000000 Penalty: 202641.078125
Iteration 95Q: 59 clusters Score -1.544759e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 46881 members 
Mstep: Class 4 contains 33415 members 
Mstep: Class 5 contains 6570 members 
Mstep: Class 6 contains 9156 members 
Mstep: Class 7 contains 32280 members 
Mstep: Class 8 contains 137720 members 
Mstep: Class 9 contains 2612 members 
Mstep: Class 10 contains 11433 members 
Mstep: Class 11 contains 23407 members 
Mstep: Class 12 contains 16403 members 
Mstep: Class 13 contains 16570 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 3244 members 
Mstep: Class 16 contains 911 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 19845 members 
Mstep: Class 19 contains 4323 members 
Mstep: Class 20 contains 6323 members 
Mstep: Class 21 contains 3881 members 
Mstep: Class 22 contains 97001 members 
Mstep: Class 23 contains 17190 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 92985 members 
Mstep: Class 26 contains 11279 members 
Mstep: Class 27 contains 6006 members 
Mstep: Class 28 contains 28326 members 
Mstep: Class 29 contains 21186 members 
Mstep: Class 30 contains 61323 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 3362 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 11609 members 
Mstep: Class 35 contains 34432 members 
Mstep: Class 36 contains 2736 members 
Mstep: Class 37 contains 7891 members 
Mstep: Class 38 contains 19811 members 
Mstep: Class 39 contains 5193 members 
Mstep: Class 40 contains 70827 members 
Mstep: Class 41 contains 6485 members 
Mstep: Class 42 contains 713 members 
Mstep: Class 43 contains 19432 members 
Mstep: Class 44 contains 2795 members 
Mstep: Class 45 contains 4442 members 
Mstep: Class 46 contains 506 members 
Mstep: Class 47 contains 4023 members 
Mstep: Class 48 contains 17836 members 
Mstep: Class 49 contains 3167 members 
Mstep: Class 50 contains 1996 members 
Mstep: Class 51 contains 3991 members 
Mstep: Class 52 contains 3005 members 
Mstep: Class 53 contains 5640 members 
Mstep: Class 54 contains 92743 members 
Mstep: Class 55 contains 3720 members 
Mstep: Class 57 contains 230516 members 
Mstep: Class 58 contains 3988 members 
Mstep: Class 59 contains 10095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154476448.000000 Penalty: 202641.078125
Iteration 96Q: 59 clusters Score -1.544764e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 46800 members 
Mstep: Class 4 contains 33152 members 
Mstep: Class 5 contains 6593 members 
Mstep: Class 6 contains 9144 members 
Mstep: Class 7 contains 32286 members 
Mstep: Class 8 contains 137719 members 
Mstep: Class 9 contains 2614 members 
Mstep: Class 10 contains 11440 members 
Mstep: Class 11 contains 23198 members 
Mstep: Class 12 contains 16404 members 
Mstep: Class 13 contains 16628 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 15 contains 3249 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 7887 members 
Mstep: Class 18 contains 19840 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 20 contains 6454 members 
Mstep: Class 21 contains 3885 members 
Mstep: Class 22 contains 96961 members 
Mstep: Class 23 contains 17187 members 
Mstep: Class 24 contains 2281 members 
Mstep: Class 25 contains 92975 members 
Mstep: Class 26 contains 11287 members 
Mstep: Class 27 contains 6042 members 
Mstep: Class 28 contains 28303 members 
Mstep: Class 29 contains 21452 members 
Mstep: Class 30 contains 61212 members 
Mstep: Class 31 contains 5251 members 
Mstep: Class 32 contains 3365 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 11637 members 
Mstep: Class 35 contains 34413 members 
Mstep: Class 36 contains 2735 members 
Mstep: Class 37 contains 7893 members 
Mstep: Class 38 contains 19882 members 
Mstep: Class 39 contains 5215 members 
Mstep: Class 40 contains 70902 members 
Mstep: Class 41 contains 6484 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 19434 members 
Mstep: Class 44 contains 2818 members 
Mstep: Class 45 contains 4442 members 
Mstep: Class 46 contains 508 members 
Mstep: Class 47 contains 4021 members 
Mstep: Class 48 contains 18003 members 
Mstep: Class 49 contains 3168 members 
Mstep: Class 50 contains 1996 members 
Mstep: Class 51 contains 3979 members 
Mstep: Class 52 contains 3005 members 
Mstep: Class 53 contains 5645 members 
Mstep: Class 54 contains 92661 members 
Mstep: Class 55 contains 3722 members 
Mstep: Class 57 contains 230471 members 
Mstep: Class 58 contains 3991 members 
Mstep: Class 59 contains 10088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154476320.000000 Penalty: 202641.078125
Iteration 97Q: 59 clusters Score -1.544763e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1861 members 
Mstep: Class 3 contains 46726 members 
Mstep: Class 4 contains 32895 members 
Mstep: Class 5 contains 6611 members 
Mstep: Class 6 contains 9145 members 
Mstep: Class 7 contains 32299 members 
Mstep: Class 8 contains 137736 members 
Mstep: Class 9 contains 2617 members 
Mstep: Class 10 contains 11446 members 
Mstep: Class 11 contains 22995 members 
Mstep: Class 12 contains 16410 members 
Mstep: Class 13 contains 16674 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 3256 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 7897 members 
Mstep: Class 18 contains 19836 members 
Mstep: Class 19 contains 4328 members 
Mstep: Class 20 contains 6554 members 
Mstep: Class 21 contains 3884 members 
Mstep: Class 22 contains 96925 members 
Mstep: Class 23 contains 17184 members 
Mstep: Class 24 contains 2282 members 
Mstep: Class 25 contains 92970 members 
Mstep: Class 26 contains 11287 members 
Mstep: Class 27 contains 6064 members 
Mstep: Class 28 contains 28280 members 
Mstep: Class 29 contains 21701 members 
Mstep: Class 30 contains 61128 members 
Mstep: Class 31 contains 5251 members 
Mstep: Class 32 contains 3365 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 11663 members 
Mstep: Class 35 contains 34380 members 
Mstep: Class 36 contains 2734 members 
Mstep: Class 37 contains 7895 members 
Mstep: Class 38 contains 19948 members 
Mstep: Class 39 contains 5237 members 
Mstep: Class 40 contains 70989 members 
Mstep: Class 41 contains 6507 members 
Mstep: Class 42 contains 716 members 
Mstep: Class 43 contains 19436 members 
Mstep: Class 44 contains 2836 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4020 members 
Mstep: Class 48 contains 18179 members 
Mstep: Class 49 contains 3166 members 
Mstep: Class 50 contains 1996 members 
Mstep: Class 51 contains 3976 members 
Mstep: Class 52 contains 3007 members 
Mstep: Class 53 contains 5646 members 
Mstep: Class 54 contains 92588 members 
Mstep: Class 55 contains 3722 members 
Mstep: Class 57 contains 230397 members 
Mstep: Class 58 contains 3991 members 
Mstep: Class 59 contains 10081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154476496.000000 Penalty: 202641.078125
Iteration 98Q: 59 clusters Score -1.544765e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1862 members 
Mstep: Class 3 contains 46624 members 
Mstep: Class 4 contains 32633 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 9153 members 
Mstep: Class 7 contains 32299 members 
Mstep: Class 8 contains 137739 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 11448 members 
Mstep: Class 11 contains 22800 members 
Mstep: Class 12 contains 16414 members 
Mstep: Class 13 contains 16716 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 3259 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 7906 members 
Mstep: Class 18 contains 19831 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 6650 members 
Mstep: Class 21 contains 3887 members 
Mstep: Class 22 contains 96899 members 
Mstep: Class 23 contains 17178 members 
Mstep: Class 24 contains 2281 members 
Mstep: Class 25 contains 92973 members 
Mstep: Class 26 contains 11288 members 
Mstep: Class 27 contains 6077 members 
Mstep: Class 28 contains 28266 members 
Mstep: Class 29 contains 21934 members 
Mstep: Class 30 contains 61043 members 
Mstep: Class 31 contains 5249 members 
Mstep: Class 32 contains 3367 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 11694 members 
Mstep: Class 35 contains 34372 members 
Mstep: Class 36 contains 2733 members 
Mstep: Class 37 contains 7898 members 
Mstep: Class 38 contains 20016 members 
Mstep: Class 39 contains 5263 members 
Mstep: Class 40 contains 71045 members 
Mstep: Class 41 contains 6513 members 
Mstep: Class 42 contains 715 members 
Mstep: Class 43 contains 19438 members 
Mstep: Class 44 contains 2862 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4018 members 
Mstep: Class 48 contains 18371 members 
Mstep: Class 49 contains 3165 members 
Mstep: Class 50 contains 1996 members 
Mstep: Class 51 contains 3972 members 
Mstep: Class 52 contains 3013 members 
Mstep: Class 53 contains 5647 members 
Mstep: Class 54 contains 92529 members 
Mstep: Class 55 contains 3716 members 
Mstep: Class 57 contains 230341 members 
Mstep: Class 58 contains 3992 members 
Mstep: Class 59 contains 10076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154476400.000000 Penalty: 202641.078125
Iteration 99Q: 59 clusters Score -1.544764e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1864 members 
Mstep: Class 3 contains 46524 members 
Mstep: Class 4 contains 32402 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 9154 members 
Mstep: Class 7 contains 32297 members 
Mstep: Class 8 contains 137756 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 11467 members 
Mstep: Class 11 contains 22619 members 
Mstep: Class 12 contains 16421 members 
Mstep: Class 13 contains 16760 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 3260 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 7911 members 
Mstep: Class 18 contains 19827 members 
Mstep: Class 19 contains 4335 members 
Mstep: Class 20 contains 6755 members 
Mstep: Class 21 contains 3892 members 
Mstep: Class 22 contains 96878 members 
Mstep: Class 23 contains 17174 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 92970 members 
Mstep: Class 26 contains 11301 members 
Mstep: Class 27 contains 6093 members 
Mstep: Class 28 contains 28250 members 
Mstep: Class 29 contains 22146 members 
Mstep: Class 30 contains 60969 members 
Mstep: Class 31 contains 5247 members 
Mstep: Class 32 contains 3369 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 11712 members 
Mstep: Class 35 contains 34352 members 
Mstep: Class 36 contains 2734 members 
Mstep: Class 37 contains 7904 members 
Mstep: Class 38 contains 20070 members 
Mstep: Class 39 contains 5287 members 
Mstep: Class 40 contains 71105 members 
Mstep: Class 41 contains 6522 members 
Mstep: Class 42 contains 717 members 
Mstep: Class 43 contains 19437 members 
Mstep: Class 44 contains 2877 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4015 members 
Mstep: Class 48 contains 18532 members 
Mstep: Class 49 contains 3162 members 
Mstep: Class 50 contains 1996 members 
Mstep: Class 51 contains 3953 members 
Mstep: Class 52 contains 3016 members 
Mstep: Class 53 contains 5648 members 
Mstep: Class 54 contains 92486 members 
Mstep: Class 55 contains 3713 members 
Mstep: Class 57 contains 230288 members 
Mstep: Class 58 contains 3991 members 
Mstep: Class 59 contains 10073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154478048.000000 Penalty: 202641.078125
Iteration 100F: 59 clusters Score -1.54478e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1863 members 
Mstep: Class 3 contains 46411 members 
Mstep: Class 4 contains 32164 members 
Mstep: Class 5 contains 6978 members 
Mstep: Class 6 contains 9114 members 
Mstep: Class 7 contains 32302 members 
Mstep: Class 8 contains 137765 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 11473 members 
Mstep: Class 11 contains 22431 members 
Mstep: Class 12 contains 16425 members 
Mstep: Class 13 contains 16793 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 3374 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 7902 members 
Mstep: Class 18 contains 19826 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 3893 members 
Mstep: Class 22 contains 96860 members 
Mstep: Class 23 contains 17172 members 
Mstep: Class 24 contains 2266 members 
Mstep: Class 25 contains 92964 members 
Mstep: Class 26 contains 11303 members 
Mstep: Class 27 contains 6151 members 
Mstep: Class 28 contains 28233 members 
Mstep: Class 29 contains 22404 members 
Mstep: Class 30 contains 60729 members 
Mstep: Class 31 contains 5247 members 
Mstep: Class 32 contains 3369 members 
Mstep: Class 33 contains 414 members 
Mstep: Class 34 contains 11727 members 
Mstep: Class 35 contains 34328 members 
Mstep: Class 36 contains 2734 members 
Mstep: Class 37 contains 7905 members 
Mstep: Class 38 contains 20122 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 71151 members 
Mstep: Class 41 contains 6439 members 
Mstep: Class 42 contains 721 members 
Mstep: Class 43 contains 19441 members 
Mstep: Class 44 contains 2892 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4011 members 
Mstep: Class 48 contains 18586 members 
Mstep: Class 49 contains 3159 members 
Mstep: Class 50 contains 1997 members 
Mstep: Class 51 contains 3943 members 
Mstep: Class 52 contains 3019 members 
Mstep: Class 53 contains 5650 members 
Mstep: Class 54 contains 92444 members 
Mstep: Class 55 contains 3711 members 
Mstep: Class 57 contains 230262 members 
Mstep: Class 58 contains 3990 members 
Mstep: Class 59 contains 10069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154479648.000000 Penalty: 202641.078125
Iteration 101Q: 59 clusters Score -1.544796e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1862 members 
Mstep: Class 3 contains 46232 members 
Mstep: Class 4 contains 31950 members 
Mstep: Class 5 contains 7349 members 
Mstep: Class 6 contains 9068 members 
Mstep: Class 7 contains 32304 members 
Mstep: Class 8 contains 137795 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 11486 members 
Mstep: Class 11 contains 22197 members 
Mstep: Class 12 contains 16430 members 
Mstep: Class 13 contains 16812 members 
Mstep: Class 14 contains 3970 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 7897 members 
Mstep: Class 18 contains 19815 members 
Mstep: Class 19 contains 4342 members 
Mstep: Class 20 contains 7109 members 
Mstep: Class 21 contains 3892 members 
Mstep: Class 22 contains 96840 members 
Mstep: Class 23 contains 17177 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 92946 members 
Mstep: Class 26 contains 11305 members 
Mstep: Class 27 contains 6220 members 
Mstep: Class 28 contains 28225 members 
Mstep: Class 29 contains 22673 members 
Mstep: Class 30 contains 60439 members 
Mstep: Class 31 contains 5248 members 
Mstep: Class 32 contains 3365 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11740 members 
Mstep: Class 35 contains 34318 members 
Mstep: Class 36 contains 2734 members 
Mstep: Class 37 contains 7910 members 
Mstep: Class 38 contains 20164 members 
Mstep: Class 39 contains 5335 members 
Mstep: Class 40 contains 71190 members 
Mstep: Class 41 contains 6363 members 
Mstep: Class 42 contains 722 members 
Mstep: Class 43 contains 19443 members 
Mstep: Class 44 contains 2907 members 
Mstep: Class 45 contains 4444 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4008 members 
Mstep: Class 48 contains 18775 members 
Mstep: Class 49 contains 3154 members 
Mstep: Class 50 contains 1998 members 
Mstep: Class 51 contains 3940 members 
Mstep: Class 52 contains 3025 members 
Mstep: Class 53 contains 5650 members 
Mstep: Class 54 contains 92400 members 
Mstep: Class 55 contains 3709 members 
Mstep: Class 57 contains 230208 members 
Mstep: Class 58 contains 3990 members 
Mstep: Class 59 contains 10072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154481104.000000 Penalty: 202641.078125
Iteration 102Q: 59 clusters Score -1.544811e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1864 members 
Mstep: Class 3 contains 46069 members 
Mstep: Class 4 contains 31752 members 
Mstep: Class 5 contains 7675 members 
Mstep: Class 6 contains 9046 members 
Mstep: Class 7 contains 32298 members 
Mstep: Class 8 contains 137799 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 11497 members 
Mstep: Class 11 contains 21977 members 
Mstep: Class 12 contains 16435 members 
Mstep: Class 13 contains 16828 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 904 members 
Mstep: Class 17 contains 7914 members 
Mstep: Class 18 contains 19805 members 
Mstep: Class 19 contains 4345 members 
Mstep: Class 20 contains 7236 members 
Mstep: Class 21 contains 3890 members 
Mstep: Class 22 contains 96810 members 
Mstep: Class 23 contains 17183 members 
Mstep: Class 24 contains 2268 members 
Mstep: Class 25 contains 92930 members 
Mstep: Class 26 contains 11319 members 
Mstep: Class 27 contains 6293 members 
Mstep: Class 28 contains 28219 members 
Mstep: Class 29 contains 22917 members 
Mstep: Class 30 contains 60151 members 
Mstep: Class 31 contains 5251 members 
Mstep: Class 32 contains 3367 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11749 members 
Mstep: Class 35 contains 34298 members 
Mstep: Class 36 contains 2735 members 
Mstep: Class 37 contains 7915 members 
Mstep: Class 38 contains 20187 members 
Mstep: Class 39 contains 5370 members 
Mstep: Class 40 contains 71250 members 
Mstep: Class 41 contains 6321 members 
Mstep: Class 42 contains 726 members 
Mstep: Class 43 contains 19449 members 
Mstep: Class 44 contains 2917 members 
Mstep: Class 45 contains 4446 members 
Mstep: Class 46 contains 507 members 
Mstep: Class 47 contains 4002 members 
Mstep: Class 48 contains 18928 members 
Mstep: Class 49 contains 3146 members 
Mstep: Class 50 contains 1998 members 
Mstep: Class 51 contains 3929 members 
Mstep: Class 52 contains 3031 members 
Mstep: Class 53 contains 5646 members 
Mstep: Class 54 contains 92372 members 
Mstep: Class 55 contains 3703 members 
Mstep: Class 57 contains 230165 members 
Mstep: Class 58 contains 3991 members 
Mstep: Class 59 contains 10072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154482112.000000 Penalty: 202641.078125
Iteration 103Q: 59 clusters Score -1.544821e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1863 members 
Mstep: Class 3 contains 45922 members 
Mstep: Class 4 contains 31590 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 6 contains 9028 members 
Mstep: Class 7 contains 32300 members 
Mstep: Class 8 contains 137802 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 11516 members 
Mstep: Class 11 contains 21788 members 
Mstep: Class 12 contains 16431 members 
Mstep: Class 13 contains 16861 members 
Mstep: Class 14 contains 3970 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 7924 members 
Mstep: Class 18 contains 19795 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 7345 members 
Mstep: Class 21 contains 3890 members 
Mstep: Class 22 contains 96779 members 
Mstep: Class 23 contains 17175 members 
Mstep: Class 24 contains 2263 members 
Mstep: Class 25 contains 92913 members 
Mstep: Class 26 contains 11332 members 
Mstep: Class 27 contains 6375 members 
Mstep: Class 28 contains 28219 members 
Mstep: Class 29 contains 23130 members 
Mstep: Class 30 contains 59872 members 
Mstep: Class 31 contains 5247 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 11759 members 
Mstep: Class 35 contains 34280 members 
Mstep: Class 36 contains 2733 members 
Mstep: Class 37 contains 7916 members 
Mstep: Class 38 contains 20233 members 
Mstep: Class 39 contains 5399 members 
Mstep: Class 40 contains 71320 members 
Mstep: Class 41 contains 6295 members 
Mstep: Class 42 contains 726 members 
Mstep: Class 43 contains 19452 members 
Mstep: Class 44 contains 2932 members 
Mstep: Class 45 contains 4446 members 
Mstep: Class 46 contains 507 members 
Mstep: Class 47 contains 3998 members 
Mstep: Class 48 contains 19077 members 
Mstep: Class 49 contains 3135 members 
Mstep: Class 50 contains 1998 members 
Mstep: Class 51 contains 3913 members 
Mstep: Class 52 contains 3045 members 
Mstep: Class 53 contains 5641 members 
Mstep: Class 54 contains 92347 members 
Mstep: Class 55 contains 3694 members 
Mstep: Class 57 contains 230127 members 
Mstep: Class 58 contains 3990 members 
Mstep: Class 59 contains 10072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154482640.000000 Penalty: 202641.078125
Iteration 104Q: 59 clusters Score -1.544826e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1863 members 
Mstep: Class 3 contains 45791 members 
Mstep: Class 4 contains 31423 members 
Mstep: Class 5 contains 8070 members 
Mstep: Class 6 contains 8995 members 
Mstep: Class 7 contains 32300 members 
Mstep: Class 8 contains 137817 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 11521 members 
Mstep: Class 11 contains 21609 members 
Mstep: Class 12 contains 16434 members 
Mstep: Class 13 contains 16890 members 
Mstep: Class 14 contains 3970 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 7930 members 
Mstep: Class 18 contains 19787 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 7416 members 
Mstep: Class 21 contains 3891 members 
Mstep: Class 22 contains 96741 members 
Mstep: Class 23 contains 17169 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 92903 members 
Mstep: Class 26 contains 11338 members 
Mstep: Class 27 contains 6487 members 
Mstep: Class 28 contains 28206 members 
Mstep: Class 29 contains 23359 members 
Mstep: Class 30 contains 59653 members 
Mstep: Class 31 contains 5244 members 
Mstep: Class 32 contains 3357 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 11767 members 
Mstep: Class 35 contains 34274 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7922 members 
Mstep: Class 38 contains 20273 members 
Mstep: Class 39 contains 5424 members 
Mstep: Class 40 contains 71383 members 
Mstep: Class 41 contains 6276 members 
Mstep: Class 42 contains 727 members 
Mstep: Class 43 contains 19454 members 
Mstep: Class 44 contains 2947 members 
Mstep: Class 45 contains 4444 members 
Mstep: Class 46 contains 507 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 19218 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 1998 members 
Mstep: Class 51 contains 3895 members 
Mstep: Class 52 contains 3054 members 
Mstep: Class 53 contains 5639 members 
Mstep: Class 54 contains 92313 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 57 contains 230092 members 
Mstep: Class 58 contains 3989 members 
Mstep: Class 59 contains 10072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154483408.000000 Penalty: 202641.078125
Iteration 105Q: 59 clusters Score -1.544834e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1866 members 
Mstep: Class 3 contains 45669 members 
Mstep: Class 4 contains 31281 members 
Mstep: Class 5 contains 8179 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 32298 members 
Mstep: Class 8 contains 137834 members 
Mstep: Class 9 contains 2635 members 
Mstep: Class 10 contains 11538 members 
Mstep: Class 11 contains 21434 members 
Mstep: Class 12 contains 16436 members 
Mstep: Class 13 contains 16916 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 15 contains 4104 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 7938 members 
Mstep: Class 18 contains 19779 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 7479 members 
Mstep: Class 21 contains 3894 members 
Mstep: Class 22 contains 96706 members 
Mstep: Class 23 contains 17162 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 92895 members 
Mstep: Class 26 contains 11345 members 
Mstep: Class 27 contains 6568 members 
Mstep: Class 28 contains 28190 members 
Mstep: Class 29 contains 23553 members 
Mstep: Class 30 contains 59474 members 
Mstep: Class 31 contains 5245 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11776 members 
Mstep: Class 35 contains 34254 members 
Mstep: Class 36 contains 2731 members 
Mstep: Class 37 contains 7924 members 
Mstep: Class 38 contains 20308 members 
Mstep: Class 39 contains 5440 members 
Mstep: Class 40 contains 71433 members 
Mstep: Class 41 contains 6284 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19453 members 
Mstep: Class 44 contains 2957 members 
Mstep: Class 45 contains 4449 members 
Mstep: Class 46 contains 507 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 19384 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 1998 members 
Mstep: Class 51 contains 3886 members 
Mstep: Class 52 contains 3055 members 
Mstep: Class 53 contains 5633 members 
Mstep: Class 54 contains 92286 members 
Mstep: Class 55 contains 3680 members 
Mstep: Class 57 contains 230053 members 
Mstep: Class 58 contains 3989 members 
Mstep: Class 59 contains 10077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154483408.000000 Penalty: 202641.078125
Iteration 106Q: 59 clusters Score -1.544834e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 3 contains 45564 members 
Mstep: Class 4 contains 31166 members 
Mstep: Class 5 contains 8258 members 
Mstep: Class 6 contains 8971 members 
Mstep: Class 7 contains 32303 members 
Mstep: Class 8 contains 137869 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 11551 members 
Mstep: Class 11 contains 21275 members 
Mstep: Class 12 contains 16442 members 
Mstep: Class 13 contains 16935 members 
Mstep: Class 14 contains 3968 members 
Mstep: Class 15 contains 4258 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 7945 members 
Mstep: Class 18 contains 19767 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 7527 members 
Mstep: Class 21 contains 3896 members 
Mstep: Class 22 contains 96685 members 
Mstep: Class 23 contains 17149 members 
Mstep: Class 24 contains 2269 members 
Mstep: Class 25 contains 92885 members 
Mstep: Class 26 contains 11364 members 
Mstep: Class 27 contains 6627 members 
Mstep: Class 28 contains 28180 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 59350 members 
Mstep: Class 31 contains 5248 members 
Mstep: Class 32 contains 3346 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 11784 members 
Mstep: Class 35 contains 34222 members 
Mstep: Class 36 contains 2731 members 
Mstep: Class 37 contains 7920 members 
Mstep: Class 38 contains 20355 members 
Mstep: Class 39 contains 5464 members 
Mstep: Class 40 contains 71471 members 
Mstep: Class 41 contains 6290 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19454 members 
Mstep: Class 44 contains 2969 members 
Mstep: Class 45 contains 4451 members 
Mstep: Class 46 contains 507 members 
Mstep: Class 47 contains 4000 members 
Mstep: Class 48 contains 19514 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 1998 members 
Mstep: Class 51 contains 3877 members 
Mstep: Class 52 contains 3062 members 
Mstep: Class 53 contains 5633 members 
Mstep: Class 54 contains 92258 members 
Mstep: Class 55 contains 3677 members 
Mstep: Class 57 contains 230015 members 
Mstep: Class 58 contains 3988 members 
Mstep: Class 59 contains 10077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154484128.000000 Penalty: 202641.078125
Iteration 107Q: 59 clusters Score -1.544841e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1863 members 
Mstep: Class 3 contains 45482 members 
Mstep: Class 4 contains 31025 members 
Mstep: Class 5 contains 8310 members 
Mstep: Class 6 contains 8953 members 
Mstep: Class 7 contains 32307 members 
Mstep: Class 8 contains 137890 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 11564 members 
Mstep: Class 11 contains 21119 members 
Mstep: Class 12 contains 16447 members 
Mstep: Class 13 contains 16953 members 
Mstep: Class 14 contains 3968 members 
Mstep: Class 15 contains 4422 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 18 contains 19763 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 7565 members 
Mstep: Class 21 contains 3906 members 
Mstep: Class 22 contains 96662 members 
Mstep: Class 23 contains 17143 members 
Mstep: Class 24 contains 2273 members 
Mstep: Class 25 contains 92871 members 
Mstep: Class 26 contains 11361 members 
Mstep: Class 27 contains 6701 members 
Mstep: Class 28 contains 28162 members 
Mstep: Class 29 contains 23870 members 
Mstep: Class 30 contains 59253 members 
Mstep: Class 31 contains 5249 members 
Mstep: Class 32 contains 3338 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 11790 members 
Mstep: Class 35 contains 34207 members 
Mstep: Class 36 contains 2731 members 
Mstep: Class 37 contains 7920 members 
Mstep: Class 38 contains 20402 members 
Mstep: Class 39 contains 5478 members 
Mstep: Class 40 contains 71497 members 
Mstep: Class 41 contains 6286 members 
Mstep: Class 42 contains 726 members 
Mstep: Class 43 contains 19456 members 
Mstep: Class 44 contains 2983 members 
Mstep: Class 45 contains 4452 members 
Mstep: Class 46 contains 508 members 
Mstep: Class 47 contains 4000 members 
Mstep: Class 48 contains 19650 members 
Mstep: Class 49 contains 3112 members 
Mstep: Class 50 contains 1998 members 
Mstep: Class 51 contains 3879 members 
Mstep: Class 52 contains 3070 members 
Mstep: Class 53 contains 5630 members 
Mstep: Class 54 contains 92240 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 57 contains 229993 members 
Mstep: Class 58 contains 3987 members 
Mstep: Class 59 contains 10077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154483824.000000 Penalty: 202641.078125
Iteration 108Q: 59 clusters Score -1.544838e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1859 members 
Mstep: Class 3 contains 45419 members 
Mstep: Class 4 contains 30883 members 
Mstep: Class 5 contains 8327 members 
Mstep: Class 6 contains 8953 members 
Mstep: Class 7 contains 32315 members 
Mstep: Class 8 contains 137898 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 11568 members 
Mstep: Class 11 contains 20961 members 
Mstep: Class 12 contains 16452 members 
Mstep: Class 13 contains 16980 members 
Mstep: Class 14 contains 3968 members 
Mstep: Class 15 contains 4601 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 7949 members 
Mstep: Class 18 contains 19758 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 7604 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 96641 members 
Mstep: Class 23 contains 17134 members 
Mstep: Class 24 contains 2275 members 
Mstep: Class 25 contains 92872 members 
Mstep: Class 26 contains 11359 members 
Mstep: Class 27 contains 6752 members 
Mstep: Class 28 contains 28134 members 
Mstep: Class 29 contains 24024 members 
Mstep: Class 30 contains 59173 members 
Mstep: Class 31 contains 5250 members 
Mstep: Class 32 contains 3330 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 11793 members 
Mstep: Class 35 contains 34188 members 
Mstep: Class 36 contains 2731 members 
Mstep: Class 37 contains 7918 members 
Mstep: Class 38 contains 20469 members 
Mstep: Class 39 contains 5491 members 
Mstep: Class 40 contains 71542 members 
Mstep: Class 41 contains 6290 members 
Mstep: Class 42 contains 727 members 
Mstep: Class 43 contains 19459 members 
Mstep: Class 44 contains 2995 members 
Mstep: Class 45 contains 4452 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4000 members 
Mstep: Class 48 contains 19789 members 
Mstep: Class 49 contains 3110 members 
Mstep: Class 50 contains 1998 members 
Mstep: Class 51 contains 3881 members 
Mstep: Class 52 contains 3085 members 
Mstep: Class 53 contains 5624 members 
Mstep: Class 54 contains 92210 members 
Mstep: Class 55 contains 3677 members 
Mstep: Class 57 contains 229954 members 
Mstep: Class 58 contains 3987 members 
Mstep: Class 59 contains 10075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154484048.000000 Penalty: 202641.078125
Iteration 109Q: 59 clusters Score -1.54484e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 45340 members 
Mstep: Class 4 contains 30730 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 8948 members 
Mstep: Class 7 contains 32317 members 
Mstep: Class 8 contains 137901 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 11575 members 
Mstep: Class 11 contains 20833 members 
Mstep: Class 12 contains 16455 members 
Mstep: Class 13 contains 17008 members 
Mstep: Class 14 contains 3968 members 
Mstep: Class 15 contains 4785 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 18 contains 19751 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 7640 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 96628 members 
Mstep: Class 23 contains 17130 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 92869 members 
Mstep: Class 26 contains 11371 members 
Mstep: Class 27 contains 6798 members 
Mstep: Class 28 contains 28111 members 
Mstep: Class 29 contains 24163 members 
Mstep: Class 30 contains 59102 members 
Mstep: Class 31 contains 5251 members 
Mstep: Class 32 contains 3330 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 11795 members 
Mstep: Class 35 contains 34161 members 
Mstep: Class 36 contains 2731 members 
Mstep: Class 37 contains 7912 members 
Mstep: Class 38 contains 20528 members 
Mstep: Class 39 contains 5513 members 
Mstep: Class 40 contains 71610 members 
Mstep: Class 41 contains 6282 members 
Mstep: Class 42 contains 725 members 
Mstep: Class 43 contains 19457 members 
Mstep: Class 44 contains 3002 members 
Mstep: Class 45 contains 4453 members 
Mstep: Class 46 contains 510 members 
Mstep: Class 47 contains 4000 members 
Mstep: Class 48 contains 19915 members 
Mstep: Class 49 contains 3108 members 
Mstep: Class 50 contains 1998 members 
Mstep: Class 51 contains 3870 members 
Mstep: Class 52 contains 3101 members 
Mstep: Class 53 contains 5623 members 
Mstep: Class 54 contains 92189 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 57 contains 229911 members 
Mstep: Class 58 contains 3986 members 
Mstep: Class 59 contains 10072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154484288.000000 Penalty: 202641.078125
Iteration 110Q: 59 clusters Score -1.544843e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1857 members 
Mstep: Class 3 contains 45277 members 
Mstep: Class 4 contains 30582 members 
Mstep: Class 5 contains 8313 members 
Mstep: Class 6 contains 8942 members 
Mstep: Class 7 contains 32319 members 
Mstep: Class 8 contains 137914 members 
Mstep: Class 9 contains 2630 members 
Mstep: Class 10 contains 11576 members 
Mstep: Class 11 contains 20711 members 
Mstep: Class 12 contains 16461 members 
Mstep: Class 13 contains 17039 members 
Mstep: Class 14 contains 3968 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 7966 members 
Mstep: Class 18 contains 19754 members 
Mstep: Class 19 contains 4350 members 
Mstep: Class 20 contains 7669 members 
Mstep: Class 21 contains 3914 members 
Mstep: Class 22 contains 96615 members 
Mstep: Class 23 contains 17126 members 
Mstep: Class 24 contains 2290 members 
Mstep: Class 25 contains 92863 members 
Mstep: Class 26 contains 11373 members 
Mstep: Class 27 contains 6832 members 
Mstep: Class 28 contains 28077 members 
Mstep: Class 29 contains 24308 members 
Mstep: Class 30 contains 59022 members 
Mstep: Class 31 contains 5253 members 
Mstep: Class 32 contains 3329 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11799 members 
Mstep: Class 35 contains 34115 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7914 members 
Mstep: Class 38 contains 20581 members 
Mstep: Class 39 contains 5529 members 
Mstep: Class 40 contains 71664 members 
Mstep: Class 41 contains 6280 members 
Mstep: Class 42 contains 727 members 
Mstep: Class 43 contains 19451 members 
Mstep: Class 44 contains 3011 members 
Mstep: Class 45 contains 4459 members 
Mstep: Class 46 contains 510 members 
Mstep: Class 47 contains 4000 members 
Mstep: Class 48 contains 20044 members 
Mstep: Class 49 contains 3109 members 
Mstep: Class 50 contains 1998 members 
Mstep: Class 51 contains 3865 members 
Mstep: Class 52 contains 3116 members 
Mstep: Class 53 contains 5623 members 
Mstep: Class 54 contains 92165 members 
Mstep: Class 55 contains 3679 members 
Mstep: Class 57 contains 229874 members 
Mstep: Class 58 contains 3985 members 
Mstep: Class 59 contains 10067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154485216.000000 Penalty: 202641.078125
Iteration 111Q: 59 clusters Score -1.544852e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 45219 members 
Mstep: Class 4 contains 30434 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 8956 members 
Mstep: Class 7 contains 32323 members 
Mstep: Class 8 contains 137938 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 11578 members 
Mstep: Class 11 contains 20596 members 
Mstep: Class 12 contains 16458 members 
Mstep: Class 13 contains 17067 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 7977 members 
Mstep: Class 18 contains 19740 members 
Mstep: Class 19 contains 4352 members 
Mstep: Class 20 contains 7699 members 
Mstep: Class 21 contains 3914 members 
Mstep: Class 22 contains 96588 members 
Mstep: Class 23 contains 17124 members 
Mstep: Class 24 contains 2293 members 
Mstep: Class 25 contains 92856 members 
Mstep: Class 26 contains 11372 members 
Mstep: Class 27 contains 6858 members 
Mstep: Class 28 contains 28043 members 
Mstep: Class 29 contains 24432 members 
Mstep: Class 30 contains 58945 members 
Mstep: Class 31 contains 5255 members 
Mstep: Class 32 contains 3324 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11803 members 
Mstep: Class 35 contains 34080 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7919 members 
Mstep: Class 38 contains 20626 members 
Mstep: Class 39 contains 5539 members 
Mstep: Class 40 contains 71715 members 
Mstep: Class 41 contains 6291 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 19452 members 
Mstep: Class 44 contains 3018 members 
Mstep: Class 45 contains 4461 members 
Mstep: Class 46 contains 510 members 
Mstep: Class 47 contains 3998 members 
Mstep: Class 48 contains 20167 members 
Mstep: Class 49 contains 3110 members 
Mstep: Class 50 contains 1999 members 
Mstep: Class 51 contains 3861 members 
Mstep: Class 52 contains 3129 members 
Mstep: Class 53 contains 5623 members 
Mstep: Class 54 contains 92152 members 
Mstep: Class 55 contains 3680 members 
Mstep: Class 57 contains 229830 members 
Mstep: Class 58 contains 3986 members 
Mstep: Class 59 contains 10059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154486256.000000 Penalty: 202641.078125
Iteration 112Q: 59 clusters Score -1.544863e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1853 members 
Mstep: Class 3 contains 45172 members 
Mstep: Class 4 contains 30243 members 
Mstep: Class 5 contains 8269 members 
Mstep: Class 6 contains 8976 members 
Mstep: Class 7 contains 32326 members 
Mstep: Class 8 contains 137946 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 11575 members 
Mstep: Class 11 contains 20482 members 
Mstep: Class 12 contains 16457 members 
Mstep: Class 13 contains 17094 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 7984 members 
Mstep: Class 18 contains 19730 members 
Mstep: Class 19 contains 4352 members 
Mstep: Class 20 contains 7728 members 
Mstep: Class 21 contains 3914 members 
Mstep: Class 22 contains 96577 members 
Mstep: Class 23 contains 17122 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 92852 members 
Mstep: Class 26 contains 11378 members 
Mstep: Class 27 contains 6875 members 
Mstep: Class 28 contains 28012 members 
Mstep: Class 29 contains 24544 members 
Mstep: Class 30 contains 58871 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 3322 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11803 members 
Mstep: Class 35 contains 34054 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7922 members 
Mstep: Class 38 contains 20674 members 
Mstep: Class 39 contains 5551 members 
Mstep: Class 40 contains 71765 members 
Mstep: Class 41 contains 6279 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19452 members 
Mstep: Class 44 contains 3026 members 
Mstep: Class 45 contains 4460 members 
Mstep: Class 46 contains 510 members 
Mstep: Class 47 contains 3999 members 
Mstep: Class 48 contains 20290 members 
Mstep: Class 49 contains 3111 members 
Mstep: Class 50 contains 1999 members 
Mstep: Class 51 contains 3859 members 
Mstep: Class 52 contains 3150 members 
Mstep: Class 53 contains 5623 members 
Mstep: Class 54 contains 92131 members 
Mstep: Class 55 contains 3679 members 
Mstep: Class 57 contains 229794 members 
Mstep: Class 58 contains 3986 members 
Mstep: Class 59 contains 10053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154486752.000000 Penalty: 202641.078125
Iteration 113Q: 59 clusters Score -1.544868e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 45137 members 
Mstep: Class 4 contains 30048 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 8990 members 
Mstep: Class 7 contains 32328 members 
Mstep: Class 8 contains 137962 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 11569 members 
Mstep: Class 11 contains 20390 members 
Mstep: Class 12 contains 16461 members 
Mstep: Class 13 contains 17118 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 15 contains 5472 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 7984 members 
Mstep: Class 18 contains 19725 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 7748 members 
Mstep: Class 21 contains 3916 members 
Mstep: Class 22 contains 96568 members 
Mstep: Class 23 contains 17122 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 92842 members 
Mstep: Class 26 contains 11387 members 
Mstep: Class 27 contains 6917 members 
Mstep: Class 28 contains 27986 members 
Mstep: Class 29 contains 24650 members 
Mstep: Class 30 contains 58812 members 
Mstep: Class 31 contains 5260 members 
Mstep: Class 32 contains 3324 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11802 members 
Mstep: Class 35 contains 34037 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7924 members 
Mstep: Class 38 contains 20708 members 
Mstep: Class 39 contains 5563 members 
Mstep: Class 40 contains 71781 members 
Mstep: Class 41 contains 6270 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19454 members 
Mstep: Class 44 contains 3030 members 
Mstep: Class 45 contains 4459 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 3999 members 
Mstep: Class 48 contains 20381 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 1999 members 
Mstep: Class 51 contains 3859 members 
Mstep: Class 52 contains 3158 members 
Mstep: Class 53 contains 5622 members 
Mstep: Class 54 contains 92114 members 
Mstep: Class 55 contains 3679 members 
Mstep: Class 57 contains 229774 members 
Mstep: Class 58 contains 3984 members 
Mstep: Class 59 contains 10049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154487536.000000 Penalty: 202641.078125
Iteration 114Q: 59 clusters Score -1.544875e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 45098 members 
Mstep: Class 4 contains 29804 members 
Mstep: Class 5 contains 8207 members 
Mstep: Class 6 contains 9000 members 
Mstep: Class 7 contains 32331 members 
Mstep: Class 8 contains 137981 members 
Mstep: Class 9 contains 2618 members 
Mstep: Class 10 contains 11554 members 
Mstep: Class 11 contains 20292 members 
Mstep: Class 12 contains 16460 members 
Mstep: Class 13 contains 17134 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 15 contains 5556 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19718 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 7761 members 
Mstep: Class 21 contains 3917 members 
Mstep: Class 22 contains 96561 members 
Mstep: Class 23 contains 17117 members 
Mstep: Class 24 contains 2316 members 
Mstep: Class 25 contains 92837 members 
Mstep: Class 26 contains 11395 members 
Mstep: Class 27 contains 6965 members 
Mstep: Class 28 contains 27955 members 
Mstep: Class 29 contains 24751 members 
Mstep: Class 30 contains 58767 members 
Mstep: Class 31 contains 5259 members 
Mstep: Class 32 contains 3322 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11805 members 
Mstep: Class 35 contains 34013 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7925 members 
Mstep: Class 38 contains 20757 members 
Mstep: Class 39 contains 5582 members 
Mstep: Class 40 contains 71827 members 
Mstep: Class 41 contains 6272 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 19456 members 
Mstep: Class 44 contains 3034 members 
Mstep: Class 45 contains 4459 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 3998 members 
Mstep: Class 48 contains 20468 members 
Mstep: Class 49 contains 3112 members 
Mstep: Class 50 contains 1999 members 
Mstep: Class 51 contains 3854 members 
Mstep: Class 52 contains 3172 members 
Mstep: Class 53 contains 5623 members 
Mstep: Class 54 contains 92098 members 
Mstep: Class 55 contains 3680 members 
Mstep: Class 57 contains 229750 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154487792.000000 Penalty: 202641.078125
Iteration 115Q: 59 clusters Score -1.544878e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 45055 members 
Mstep: Class 4 contains 29556 members 
Mstep: Class 5 contains 8194 members 
Mstep: Class 6 contains 9032 members 
Mstep: Class 7 contains 32334 members 
Mstep: Class 8 contains 138000 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 11538 members 
Mstep: Class 11 contains 20216 members 
Mstep: Class 12 contains 16460 members 
Mstep: Class 13 contains 17155 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 910 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19705 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 7770 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 96553 members 
Mstep: Class 23 contains 17117 members 
Mstep: Class 24 contains 2326 members 
Mstep: Class 25 contains 92835 members 
Mstep: Class 26 contains 11390 members 
Mstep: Class 27 contains 7008 members 
Mstep: Class 28 contains 27919 members 
Mstep: Class 29 contains 24835 members 
Mstep: Class 30 contains 58724 members 
Mstep: Class 31 contains 5263 members 
Mstep: Class 32 contains 3321 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11806 members 
Mstep: Class 35 contains 33989 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7926 members 
Mstep: Class 38 contains 20789 members 
Mstep: Class 39 contains 5593 members 
Mstep: Class 40 contains 71878 members 
Mstep: Class 41 contains 6273 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 19455 members 
Mstep: Class 44 contains 3037 members 
Mstep: Class 45 contains 4460 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 3999 members 
Mstep: Class 48 contains 20545 members 
Mstep: Class 49 contains 3112 members 
Mstep: Class 50 contains 1999 members 
Mstep: Class 51 contains 3857 members 
Mstep: Class 52 contains 3185 members 
Mstep: Class 53 contains 5624 members 
Mstep: Class 54 contains 92074 members 
Mstep: Class 55 contains 3680 members 
Mstep: Class 57 contains 229723 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154488192.000000 Penalty: 202641.078125
Iteration 116Q: 59 clusters Score -1.544882e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 45009 members 
Mstep: Class 4 contains 29291 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 9038 members 
Mstep: Class 7 contains 32340 members 
Mstep: Class 8 contains 138017 members 
Mstep: Class 9 contains 2617 members 
Mstep: Class 10 contains 11524 members 
Mstep: Class 11 contains 20156 members 
Mstep: Class 12 contains 16456 members 
Mstep: Class 13 contains 17163 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 910 members 
Mstep: Class 17 contains 7981 members 
Mstep: Class 18 contains 19698 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 7776 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 96536 members 
Mstep: Class 23 contains 17115 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 92835 members 
Mstep: Class 26 contains 11397 members 
Mstep: Class 27 contains 7047 members 
Mstep: Class 28 contains 27877 members 
Mstep: Class 29 contains 24922 members 
Mstep: Class 30 contains 58688 members 
Mstep: Class 31 contains 5269 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11808 members 
Mstep: Class 35 contains 33974 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7925 members 
Mstep: Class 38 contains 20838 members 
Mstep: Class 39 contains 5604 members 
Mstep: Class 40 contains 71952 members 
Mstep: Class 41 contains 6277 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19456 members 
Mstep: Class 44 contains 3042 members 
Mstep: Class 45 contains 4459 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4000 members 
Mstep: Class 48 contains 20618 members 
Mstep: Class 49 contains 3112 members 
Mstep: Class 50 contains 2000 members 
Mstep: Class 51 contains 3852 members 
Mstep: Class 52 contains 3192 members 
Mstep: Class 53 contains 5623 members 
Mstep: Class 54 contains 92053 members 
Mstep: Class 55 contains 3683 members 
Mstep: Class 57 contains 229690 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154488320.000000 Penalty: 202641.078125
Iteration 117Q: 59 clusters Score -1.544883e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44976 members 
Mstep: Class 4 contains 29054 members 
Mstep: Class 5 contains 8154 members 
Mstep: Class 6 contains 9039 members 
Mstep: Class 7 contains 32344 members 
Mstep: Class 8 contains 138032 members 
Mstep: Class 9 contains 2615 members 
Mstep: Class 10 contains 11516 members 
Mstep: Class 11 contains 20120 members 
Mstep: Class 12 contains 16455 members 
Mstep: Class 13 contains 17173 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 910 members 
Mstep: Class 17 contains 7983 members 
Mstep: Class 18 contains 19691 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 7783 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96525 members 
Mstep: Class 23 contains 17116 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11404 members 
Mstep: Class 27 contains 7087 members 
Mstep: Class 28 contains 27829 members 
Mstep: Class 29 contains 25013 members 
Mstep: Class 30 contains 58662 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3320 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 33968 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7925 members 
Mstep: Class 38 contains 20877 members 
Mstep: Class 39 contains 5618 members 
Mstep: Class 40 contains 72009 members 
Mstep: Class 41 contains 6289 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19455 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4459 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20654 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3847 members 
Mstep: Class 52 contains 3195 members 
Mstep: Class 53 contains 5624 members 
Mstep: Class 54 contains 92026 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 57 contains 229653 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154488224.000000 Penalty: 202641.078125
Iteration 118Q: 59 clusters Score -1.544882e+08 nChanged 1010
Entering ConstructFrom: 
Score: -154488224.000000 Penalty: 202641.078125
Entering ConstructFrom: 
Trying to split cluster 1 (8648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Entering Unmasked Estep 
Score: -1021045.500000 Penalty: 2248.140625
	Iteration 0F: 2 clusters Score -1021046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1014244.562500 Penalty: 4496.281250
	Iteration 0F: 3 clusters Score -1014245 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1016166.500000 Penalty: 4496.281250
	Iteration 1F: 3 clusters Score -1016166 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1016512.625000 Penalty: 4496.281250
	Iteration 2F: 3 clusters Score -1016513 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1016827.875000 Penalty: 4496.281250
	Iteration 3F: 3 clusters Score -1016828 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1017207.437500 Penalty: 4496.281250
	Iteration 4F: 3 clusters Score -1017207 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1017751.000000 Penalty: 4496.281250
	Iteration 5F: 3 clusters Score -1017751 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1018395.500000 Penalty: 4496.281250
	Iteration 6F: 3 clusters Score -1018396 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1018927.500000 Penalty: 4496.281250
	Iteration 7F: 3 clusters Score -1018928 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1019267.125000 Penalty: 4496.281250
	Iteration 8F: 3 clusters Score -1019267 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1019446.875000 Penalty: 4496.281250
	Iteration 9Q: 3 clusters Score -1019447 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1019558.500000 Penalty: 4496.281250
	Iteration 10Q: 3 clusters Score -1019558 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1019627.625000 Penalty: 4496.281250
	Iteration 11Q: 3 clusters Score -1019628 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1019677.937500 Penalty: 4496.281250
	Iteration 12Q: 3 clusters Score -1019678 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1019709.312500 Penalty: 4496.281250
	Iteration 13Q: 3 clusters Score -1019709 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1019746.062500 Penalty: 4496.281250
	Iteration 14Q: 3 clusters Score -1019746 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1019774.062500 Penalty: 4496.281250
	Iteration 15Q: 3 clusters Score -1019774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1019805.687500 Penalty: 4496.281250
	Iteration 16Q: 3 clusters Score -1019806 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1019849.062500 Penalty: 4496.281250
	Iteration 17Q: 3 clusters Score -1019849 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1019880.187500 Penalty: 4496.281250
	Iteration 18Q: 3 clusters Score -1019880 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1019914.500000 Penalty: 4496.281250
	Iteration 19Q: 3 clusters Score -1019914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1019945.937500 Penalty: 4496.281250
	Iteration 20F: 3 clusters Score -1019946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1019972.687500 Penalty: 4496.281250
	Iteration 21Q: 3 clusters Score -1019973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1019990.437500 Penalty: 4496.281250
	Iteration 22Q: 3 clusters Score -1019990 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1020013.437500 Penalty: 4496.281250
	Iteration 23Q: 3 clusters Score -1020013 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1020032.000000 Penalty: 4496.281250
	Iteration 24Q: 3 clusters Score -1020032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1020051.687500 Penalty: 4496.281250
	Iteration 25Q: 3 clusters Score -1020052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1020062.437500 Penalty: 4496.281250
	Iteration 26Q: 3 clusters Score -1020062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1020071.937500 Penalty: 4496.281250
	Iteration 27Q: 3 clusters Score -1020072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1020080.437500 Penalty: 4496.281250
	Iteration 28Q: 3 clusters Score -1020080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1020087.875000 Penalty: 4496.281250
	Iteration 29Q: 3 clusters Score -1020088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1020091.875000 Penalty: 4496.281250
	Iteration 30Q: 3 clusters Score -1020092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1020095.750000 Penalty: 4496.281250
	Iteration 31Q: 3 clusters Score -1020096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1020099.875000 Penalty: 4496.281250
	Iteration 32Q: 3 clusters Score -1020100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1020101.125000 Penalty: 4496.281250
	Iteration 33Q: 3 clusters Score -1020101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1020103.812500 Penalty: 4496.281250
	Iteration 34Q: 3 clusters Score -1020104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1020105.625000 Penalty: 4496.281250
	Iteration 35Q: 3 clusters Score -1020106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1020108.187500 Penalty: 4496.281250
	Iteration 36Q: 3 clusters Score -1020108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1020109.187500 Penalty: 4496.281250
	Iteration 37Q: 3 clusters Score -1020109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1020113.187500 Penalty: 4496.281250
	Iteration 38Q: 3 clusters Score -1020113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1020118.125000 Penalty: 4496.281250
	Iteration 39Q: 3 clusters Score -1020118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1020119.750000 Penalty: 4496.281250
	Iteration 40F: 3 clusters Score -1020120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1020124.750000 Penalty: 4496.281250
	Iteration 41Q: 3 clusters Score -1020125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1020127.312500 Penalty: 4496.281250
	Iteration 42Q: 3 clusters Score -1020127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1020132.062500 Penalty: 4496.281250
	Iteration 43Q: 3 clusters Score -1020132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1020135.812500 Penalty: 4496.281250
	Iteration 44Q: 3 clusters Score -1020136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1020133.875000 Penalty: 4496.281250
	Iteration 45Q: 3 clusters Score -1020134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1020137.562500 Penalty: 4496.281250
	Iteration 46Q: 3 clusters Score -1020138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1020140.187500 Penalty: 4496.281250
	Iteration 47Q: 3 clusters Score -1020140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1020145.375000 Penalty: 4496.281250
	Iteration 48Q: 3 clusters Score -1020145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1020146.000000 Penalty: 4496.281250
	Iteration 49Q: 3 clusters Score -1020146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1020149.437500 Penalty: 4496.281250
	Iteration 50Q: 3 clusters Score -1020149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1020152.250000 Penalty: 4496.281250
	Iteration 51Q: 3 clusters Score -1020152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1020154.375000 Penalty: 4496.281250
	Iteration 52Q: 3 clusters Score -1020154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1020155.750000 Penalty: 4496.281250
	Iteration 53Q: 3 clusters Score -1020156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1020157.875000 Penalty: 4496.281250
	Iteration 54Q: 3 clusters Score -1020158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1020157.312500 Penalty: 4496.281250
	Iteration 55Q: 3 clusters Score -1020157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1020159.562500 Penalty: 4496.281250
	Iteration 56Q: 3 clusters Score -1020160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1020162.250000 Penalty: 4496.281250
	Iteration 57Q: 3 clusters Score -1020162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1020162.500000 Penalty: 4496.281250
	Iteration 58Q: 3 clusters Score -1020162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1020162.875000 Penalty: 4496.281250
	Iteration 59Q: 3 clusters Score -1020163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1020161.875000 Penalty: 4496.281250
	Iteration 60F: 3 clusters Score -1020162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1020162.750000 Penalty: 4496.281250
	Iteration 61Q: 3 clusters Score -1020163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1020163.312500 Penalty: 4496.281250
	Iteration 62Q: 3 clusters Score -1020163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1020164.187500 Penalty: 4496.281250
	Iteration 63Q: 3 clusters Score -1020164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1020164.562500 Penalty: 4496.281250
	Iteration 64Q: 3 clusters Score -1020165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1020165.125000 Penalty: 4496.281250
	Iteration 65Q: 3 clusters Score -1020165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1020165.875000 Penalty: 4496.281250
	Iteration 66Q: 3 clusters Score -1020166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1020165.937500 Penalty: 4496.281250
	Iteration 67Q: 3 clusters Score -1020166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1020166.062500 Penalty: 4496.281250
	Iteration 68Q: 3 clusters Score -1020166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1020166.062500 Penalty: 4496.281250
	Iteration 69F: 3 clusters Score -1020166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -218721.078125 Penalty: 1866.224976
	Iteration 0F: 2 clusters Score -218721.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -216234.812500 Penalty: 3732.449951
	Iteration 0F: 3 clusters Score -216234.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -216649.609375 Penalty: 3732.449951
	Iteration 1F: 3 clusters Score -216649.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -216757.359375 Penalty: 3732.449951
	Iteration 2F: 3 clusters Score -216757.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -216845.156250 Penalty: 3732.449951
	Iteration 3Q: 3 clusters Score -216845.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -216906.625000 Penalty: 3732.449951
	Iteration 4Q: 3 clusters Score -216906.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -216950.125000 Penalty: 3732.449951
	Iteration 5Q: 3 clusters Score -216950.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -216975.890625 Penalty: 3732.449951
	Iteration 6Q: 3 clusters Score -216975.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -217004.421875 Penalty: 3732.449951
	Iteration 7Q: 3 clusters Score -217004.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -217024.453125 Penalty: 3732.449951
	Iteration 8Q: 3 clusters Score -217024.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -217043.109375 Penalty: 3732.449951
	Iteration 9Q: 3 clusters Score -217043.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -217071.734375 Penalty: 3732.449951
	Iteration 10Q: 3 clusters Score -217071.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -217091.750000 Penalty: 3732.449951
	Iteration 11Q: 3 clusters Score -217091.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -217109.625000 Penalty: 3732.449951
	Iteration 12Q: 3 clusters Score -217109.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -217137.015625 Penalty: 3732.449951
	Iteration 13Q: 3 clusters Score -217137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -217169.343750 Penalty: 3732.449951
	Iteration 14Q: 3 clusters Score -217169.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -217194.468750 Penalty: 3732.449951
	Iteration 15Q: 3 clusters Score -217194.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -217210.281250 Penalty: 3732.449951
	Iteration 16Q: 3 clusters Score -217210.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -217228.468750 Penalty: 3732.449951
	Iteration 17Q: 3 clusters Score -217228.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -217246.875000 Penalty: 3732.449951
	Iteration 18Q: 3 clusters Score -217246.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -217260.984375 Penalty: 3732.449951
	Iteration 19Q: 3 clusters Score -217261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -217276.937500 Penalty: 3732.449951
	Iteration 20F: 3 clusters Score -217276.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -217295.140625 Penalty: 3732.449951
	Iteration 21Q: 3 clusters Score -217295.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -217307.812500 Penalty: 3732.449951
	Iteration 22Q: 3 clusters Score -217307.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -217323.984375 Penalty: 3732.449951
	Iteration 23Q: 3 clusters Score -217324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -217338.812500 Penalty: 3732.449951
	Iteration 24Q: 3 clusters Score -217338.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -217347.125000 Penalty: 3732.449951
	Iteration 25Q: 3 clusters Score -217347.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -217354.281250 Penalty: 3732.449951
	Iteration 26Q: 3 clusters Score -217354.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -217360.500000 Penalty: 3732.449951
	Iteration 27Q: 3 clusters Score -217360.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -217362.187500 Penalty: 3732.449951
	Iteration 28Q: 3 clusters Score -217362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -217364.156250 Penalty: 3732.449951
	Iteration 29Q: 3 clusters Score -217364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -217369.406250 Penalty: 3732.449951
	Iteration 30Q: 3 clusters Score -217369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -217374.406250 Penalty: 3732.449951
	Iteration 31Q: 3 clusters Score -217374.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -217377.234375 Penalty: 3732.449951
	Iteration 32Q: 3 clusters Score -217377.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -217378.468750 Penalty: 3732.449951
	Iteration 33Q: 3 clusters Score -217378.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -217380.062500 Penalty: 3732.449951
	Iteration 34Q: 3 clusters Score -217380.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -217384.375000 Penalty: 3732.449951
	Iteration 35Q: 3 clusters Score -217384.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -217391.015625 Penalty: 3732.449951
	Iteration 36Q: 3 clusters Score -217391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -217398.890625 Penalty: 3732.449951
	Iteration 37Q: 3 clusters Score -217398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -217402.921875 Penalty: 3732.449951
	Iteration 38Q: 3 clusters Score -217402.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -217405.515625 Penalty: 3732.449951
	Iteration 39Q: 3 clusters Score -217405.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -217410.125000 Penalty: 3732.449951
	Iteration 40F: 3 clusters Score -217410.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -217412.406250 Penalty: 3732.449951
	Iteration 41Q: 3 clusters Score -217412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -217414.343750 Penalty: 3732.449951
	Iteration 42Q: 3 clusters Score -217414.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -217419.906250 Penalty: 3732.449951
	Iteration 43Q: 3 clusters Score -217419.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -217422.875000 Penalty: 3732.449951
	Iteration 44Q: 3 clusters Score -217422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -217424.953125 Penalty: 3732.449951
	Iteration 45Q: 3 clusters Score -217425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -217426.671875 Penalty: 3732.449951
	Iteration 46Q: 3 clusters Score -217426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -217427.328125 Penalty: 3732.449951
	Iteration 47Q: 3 clusters Score -217427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -217428.265625 Penalty: 3732.449951
	Iteration 48Q: 3 clusters Score -217428.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -217429.187500 Penalty: 3732.449951
	Iteration 49Q: 3 clusters Score -217429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -217430.718750 Penalty: 3732.449951
	Iteration 50Q: 3 clusters Score -217430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -217431.671875 Penalty: 3732.449951
	Iteration 51Q: 3 clusters Score -217431.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -217433.171875 Penalty: 3732.449951
	Iteration 52Q: 3 clusters Score -217433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -217434.265625 Penalty: 3732.449951
	Iteration 53Q: 3 clusters Score -217434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -217435.140625 Penalty: 3732.449951
	Iteration 54Q: 3 clusters Score -217435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -217435.140625 Penalty: 3732.449951
	Iteration 55F: 3 clusters Score -217435.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Entering Unmasked Estep 
Score: -5426775.000000 Penalty: 2656.888916
	Iteration 0F: 2 clusters Score -5426775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -5396399.500000 Penalty: 5313.777832
	Iteration 0F: 3 clusters Score -5396400 nChanged 20729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -5408069.500000 Penalty: 5313.777832
	Iteration 1F: 3 clusters Score -5408070 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -5409044.500000 Penalty: 5313.777832
	Iteration 2F: 3 clusters Score -5409044 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -5410453.500000 Penalty: 5313.777832
	Iteration 3F: 3 clusters Score -5410454 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -5412343.000000 Penalty: 5313.777832
	Iteration 4F: 3 clusters Score -5412343 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -5414775.000000 Penalty: 5313.777832
	Iteration 5F: 3 clusters Score -5414775 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -5417693.500000 Penalty: 5313.777832
	Iteration 6F: 3 clusters Score -5417694 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -5420174.000000 Penalty: 5313.777832
	Iteration 7F: 3 clusters Score -5420174 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -5421789.500000 Penalty: 5313.777832
	Iteration 8F: 3 clusters Score -5421790 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -5422810.000000 Penalty: 5313.777832
	Iteration 9Q: 3 clusters Score -5422810 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -5423476.500000 Penalty: 5313.777832
	Iteration 10Q: 3 clusters Score -5423476 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -5424096.000000 Penalty: 5313.777832
	Iteration 11Q: 3 clusters Score -5424096 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -5424495.000000 Penalty: 5313.777832
	Iteration 12Q: 3 clusters Score -5424495 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -5424854.000000 Penalty: 5313.777832
	Iteration 13Q: 3 clusters Score -5424854 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -5425144.000000 Penalty: 5313.777832
	Iteration 14Q: 3 clusters Score -5425144 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -5425423.500000 Penalty: 5313.777832
	Iteration 15Q: 3 clusters Score -5425424 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -5425606.500000 Penalty: 5313.777832
	Iteration 16Q: 3 clusters Score -5425606 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -5425754.500000 Penalty: 5313.777832
	Iteration 17Q: 3 clusters Score -5425754 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -5425875.500000 Penalty: 5313.777832
	Iteration 18Q: 3 clusters Score -5425876 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -5425952.500000 Penalty: 5313.777832
	Iteration 19Q: 3 clusters Score -5425952 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -5426030.500000 Penalty: 5313.777832
	Iteration 20F: 3 clusters Score -5426030 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -5426094.500000 Penalty: 5313.777832
	Iteration 21Q: 3 clusters Score -5426094 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -5426116.000000 Penalty: 5313.777832
	Iteration 22Q: 3 clusters Score -5426116 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -5426166.500000 Penalty: 5313.777832
	Iteration 23Q: 3 clusters Score -5426166 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -5426206.000000 Penalty: 5313.777832
	Iteration 24Q: 3 clusters Score -5426206 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -5426193.000000 Penalty: 5313.777832
	Iteration 25Q: 3 clusters Score -5426193 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -5426214.000000 Penalty: 5313.777832
	Iteration 26Q: 3 clusters Score -5426214 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -5426231.000000 Penalty: 5313.777832
	Iteration 27Q: 3 clusters Score -5426231 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -5426250.000000 Penalty: 5313.777832
	Iteration 28Q: 3 clusters Score -5426250 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -5426276.000000 Penalty: 5313.777832
	Iteration 29Q: 3 clusters Score -5426276 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -5426298.000000 Penalty: 5313.777832
	Iteration 30Q: 3 clusters Score -5426298 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -5426321.000000 Penalty: 5313.777832
	Iteration 31Q: 3 clusters Score -5426321 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -5426336.000000 Penalty: 5313.777832
	Iteration 32Q: 3 clusters Score -5426336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -5426327.500000 Penalty: 5313.777832
	Iteration 33Q: 3 clusters Score -5426328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -5426337.000000 Penalty: 5313.777832
	Iteration 34Q: 3 clusters Score -5426337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -5426343.500000 Penalty: 5313.777832
	Iteration 35Q: 3 clusters Score -5426344 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -5426356.500000 Penalty: 5313.777832
	Iteration 36Q: 3 clusters Score -5426356 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -5426372.000000 Penalty: 5313.777832
	Iteration 37Q: 3 clusters Score -5426372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -5426384.500000 Penalty: 5313.777832
	Iteration 38Q: 3 clusters Score -5426384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -5426397.000000 Penalty: 5313.777832
	Iteration 39Q: 3 clusters Score -5426397 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -5426407.000000 Penalty: 5313.777832
	Iteration 40F: 3 clusters Score -5426407 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -5426417.500000 Penalty: 5313.777832
	Iteration 41Q: 3 clusters Score -5426418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -5426431.500000 Penalty: 5313.777832
	Iteration 42Q: 3 clusters Score -5426432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -5426440.000000 Penalty: 5313.777832
	Iteration 43Q: 3 clusters Score -5426440 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -5426442.500000 Penalty: 5313.777832
	Iteration 44Q: 3 clusters Score -5426442 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -5426447.500000 Penalty: 5313.777832
	Iteration 45Q: 3 clusters Score -5426448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -5426443.500000 Penalty: 5313.777832
	Iteration 46Q: 3 clusters Score -5426444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -5426463.500000 Penalty: 5313.777832
	Iteration 47Q: 3 clusters Score -5426464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -5426475.500000 Penalty: 5313.777832
	Iteration 48Q: 3 clusters Score -5426476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -5426503.500000 Penalty: 5313.777832
	Iteration 49Q: 3 clusters Score -5426504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -5426497.000000 Penalty: 5313.777832
	Iteration 50Q: 3 clusters Score -5426497 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -5426500.000000 Penalty: 5313.777832
	Iteration 51Q: 3 clusters Score -5426500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -5426513.500000 Penalty: 5313.777832
	Iteration 52Q: 3 clusters Score -5426514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -5426510.500000 Penalty: 5313.777832
	Iteration 53Q: 3 clusters Score -5426510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -5426524.500000 Penalty: 5313.777832
	Iteration 54Q: 3 clusters Score -5426524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -5426528.500000 Penalty: 5313.777832
	Iteration 55Q: 3 clusters Score -5426528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -5426544.500000 Penalty: 5313.777832
	Iteration 56Q: 3 clusters Score -5426544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -5426522.000000 Penalty: 5313.777832
	Iteration 57Q: 3 clusters Score -5426522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -5426532.500000 Penalty: 5313.777832
	Iteration 58Q: 3 clusters Score -5426532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -5426534.500000 Penalty: 5313.777832
	Iteration 59Q: 3 clusters Score -5426534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -5426545.500000 Penalty: 5313.777832
	Iteration 60F: 3 clusters Score -5426546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -5426549.000000 Penalty: 5313.777832
	Iteration 61Q: 3 clusters Score -5426549 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -5426538.000000 Penalty: 5313.777832
	Iteration 62Q: 3 clusters Score -5426538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -5426557.500000 Penalty: 5313.777832
	Iteration 63Q: 3 clusters Score -5426558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -5426560.500000 Penalty: 5313.777832
	Iteration 64Q: 3 clusters Score -5426560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -5426567.500000 Penalty: 5313.777832
	Iteration 65Q: 3 clusters Score -5426568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -5426567.500000 Penalty: 5313.777832
	Iteration 66Q: 3 clusters Score -5426568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -5426570.000000 Penalty: 5313.777832
	Iteration 67Q: 3 clusters Score -5426570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -5426579.500000 Penalty: 5313.777832
	Iteration 68Q: 3 clusters Score -5426580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -5426573.500000 Penalty: 5313.777832
	Iteration 69Q: 3 clusters Score -5426574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -5426585.500000 Penalty: 5313.777832
	Iteration 70Q: 3 clusters Score -5426586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -5426586.500000 Penalty: 5313.777832
	Iteration 71Q: 3 clusters Score -5426586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -5426611.000000 Penalty: 5313.777832
	Iteration 72Q: 3 clusters Score -5426611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -5426610.000000 Penalty: 5313.777832
	Iteration 73Q: 3 clusters Score -5426610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5426588.000000 Penalty: 5313.777832
	Iteration 74Q: 3 clusters Score -5426588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -5426591.000000 Penalty: 5313.777832
	Iteration 75Q: 3 clusters Score -5426591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -5426597.500000 Penalty: 5313.777832
	Iteration 76Q: 3 clusters Score -5426598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -5426589.500000 Penalty: 5313.777832
	Iteration 77Q: 3 clusters Score -5426590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -5426587.500000 Penalty: 5313.777832
	Iteration 78Q: 3 clusters Score -5426588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -5426591.500000 Penalty: 5313.777832
	Iteration 79Q: 3 clusters Score -5426592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -5426599.000000 Penalty: 5313.777832
	Iteration 80F: 3 clusters Score -5426599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -5426596.000000 Penalty: 5313.777832
	Iteration 81Q: 3 clusters Score -5426596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -5426603.000000 Penalty: 5313.777832
	Iteration 82Q: 3 clusters Score -5426603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -5426597.500000 Penalty: 5313.777832
	Iteration 83Q: 3 clusters Score -5426598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -5426610.000000 Penalty: 5313.777832
	Iteration 84Q: 3 clusters Score -5426610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -5426610.000000 Penalty: 5313.777832
	Iteration 85Q: 3 clusters Score -5426610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -5426606.500000 Penalty: 5313.777832
	Iteration 86Q: 3 clusters Score -5426606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -5426600.500000 Penalty: 5313.777832
	Iteration 87Q: 3 clusters Score -5426600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -5426600.500000 Penalty: 5313.777832
	Iteration 88Q: 3 clusters Score -5426600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -5426606.500000 Penalty: 5313.777832
	Iteration 89Q: 3 clusters Score -5426606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -5426611.000000 Penalty: 5313.777832
	Iteration 90Q: 3 clusters Score -5426611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -5426605.500000 Penalty: 5313.777832
	Iteration 91Q: 3 clusters Score -5426606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -5426595.500000 Penalty: 5313.777832
	Iteration 92Q: 3 clusters Score -5426596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -5426612.000000 Penalty: 5313.777832
	Iteration 93Q: 3 clusters Score -5426612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -5426608.000000 Penalty: 5313.777832
	Iteration 94Q: 3 clusters Score -5426608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -5426612.500000 Penalty: 5313.777832
	Iteration 95Q: 3 clusters Score -5426612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -5426601.500000 Penalty: 5313.777832
	Iteration 96Q: 3 clusters Score -5426602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -5426598.500000 Penalty: 5313.777832
	Iteration 97Q: 3 clusters Score -5426598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -5426605.500000 Penalty: 5313.777832
	Iteration 98Q: 3 clusters Score -5426606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -5426607.000000 Penalty: 5313.777832
	Iteration 99Q: 3 clusters Score -5426607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -5426610.500000 Penalty: 5313.777832
	Iteration 100F: 3 clusters Score -5426610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -5426608.000000 Penalty: 5313.777832
	Iteration 101Q: 3 clusters Score -5426608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -5426606.500000 Penalty: 5313.777832
	Iteration 102Q: 3 clusters Score -5426606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -5426606.500000 Penalty: 5313.777832
	Iteration 103F: 3 clusters Score -5426606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Entering Unmasked Estep 
Score: -3408878.500000 Penalty: 2546.496338
	Iteration 0F: 2 clusters Score -3408878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3389119.000000 Penalty: 5092.992676
	Iteration 0F: 3 clusters Score -3389119 nChanged 12920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3396620.750000 Penalty: 5092.992676
	Iteration 1F: 3 clusters Score -3396621 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3397638.000000 Penalty: 5092.992676
	Iteration 2F: 3 clusters Score -3397638 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3398700.250000 Penalty: 5092.992676
	Iteration 3F: 3 clusters Score -3398700 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3399701.250000 Penalty: 5092.992676
	Iteration 4F: 3 clusters Score -3399701 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3400648.000000 Penalty: 5092.992676
	Iteration 5F: 3 clusters Score -3400648 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3401518.500000 Penalty: 5092.992676
	Iteration 6F: 3 clusters Score -3401518 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -3402444.500000 Penalty: 5092.992676
	Iteration 7Q: 3 clusters Score -3402444 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3403366.750000 Penalty: 5092.992676
	Iteration 8Q: 3 clusters Score -3403367 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3404214.250000 Penalty: 5092.992676
	Iteration 9Q: 3 clusters Score -3404214 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3404962.250000 Penalty: 5092.992676
	Iteration 10Q: 3 clusters Score -3404962 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3405631.750000 Penalty: 5092.992676
	Iteration 11Q: 3 clusters Score -3405632 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3406304.250000 Penalty: 5092.992676
	Iteration 12Q: 3 clusters Score -3406304 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3407114.250000 Penalty: 5092.992676
	Iteration 13Q: 3 clusters Score -3407114 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3408284.500000 Penalty: 5092.992676
	Iteration 14Q: 3 clusters Score -3408284 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3410165.750000 Penalty: 5092.992676
	Iteration 15Q: 3 clusters Score -3410166 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3412526.500000 Penalty: 5092.992676
	Iteration 16Q: 3 clusters Score -3412526 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3413956.500000 Penalty: 5092.992676
	Iteration 17Q: 3 clusters Score -3413956 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3414250.000000 Penalty: 5092.992676
	Iteration 18Q: 3 clusters Score -3414250 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3414294.500000 Penalty: 5092.992676
	Iteration 19Q: 3 clusters Score -3414294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -3414309.500000 Penalty: 5092.992676
	Iteration 20F: 3 clusters Score -3414310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -3414325.250000 Penalty: 5092.992676
	Iteration 21Q: 3 clusters Score -3414325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -3414329.500000 Penalty: 5092.992676
	Iteration 22Q: 3 clusters Score -3414330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3414329.000000 Penalty: 5092.992676
	Iteration 23Q: 3 clusters Score -3414329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -3414329.500000 Penalty: 5092.992676
	Iteration 24Q: 3 clusters Score -3414330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3414329.250000 Penalty: 5092.992676
	Iteration 25Q: 3 clusters Score -3414329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3414331.000000 Penalty: 5092.992676
	Iteration 26Q: 3 clusters Score -3414331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3414331.000000 Penalty: 5092.992676
	Iteration 27F: 3 clusters Score -3414331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 8141 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 2610 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 910 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 7788 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 7148 members 
Mstep: Class 28 contains 27785 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7927 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 6299 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20691 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Entering Unmasked Estep 
Score: -154493584.000000 Penalty: 206134.890625
Splitting cluster 4 changes total score from -154488224.000000 to -154493584.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 5 (8141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Entering Unmasked Estep 
Score: -918824.500000 Penalty: 2233.157715
	Iteration 0F: 2 clusters Score -918824.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -912315.625000 Penalty: 4466.315430
	Iteration 0F: 3 clusters Score -912315.6 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -914296.187500 Penalty: 4466.315430
	Iteration 1F: 3 clusters Score -914296.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -914801.875000 Penalty: 4466.315430
	Iteration 2F: 3 clusters Score -914801.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -915246.000000 Penalty: 4466.315430
	Iteration 3F: 3 clusters Score -915246 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -915690.812500 Penalty: 4466.315430
	Iteration 4F: 3 clusters Score -915690.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -916275.625000 Penalty: 4466.315430
	Iteration 5F: 3 clusters Score -916275.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -916909.125000 Penalty: 4466.315430
	Iteration 6F: 3 clusters Score -916909.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -917475.062500 Penalty: 4466.315430
	Iteration 7F: 3 clusters Score -917475.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -917820.312500 Penalty: 4466.315430
	Iteration 8F: 3 clusters Score -917820.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -918033.250000 Penalty: 4466.315430
	Iteration 9Q: 3 clusters Score -918033.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -918179.250000 Penalty: 4466.315430
	Iteration 10Q: 3 clusters Score -918179.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -918293.500000 Penalty: 4466.315430
	Iteration 11Q: 3 clusters Score -918293.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -918405.437500 Penalty: 4466.315430
	Iteration 12Q: 3 clusters Score -918405.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -918510.750000 Penalty: 4466.315430
	Iteration 13Q: 3 clusters Score -918510.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -918613.812500 Penalty: 4466.315430
	Iteration 14Q: 3 clusters Score -918613.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -918699.500000 Penalty: 4466.315430
	Iteration 15Q: 3 clusters Score -918699.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -918769.625000 Penalty: 4466.315430
	Iteration 16Q: 3 clusters Score -918769.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -918820.000000 Penalty: 4466.315430
	Iteration 17Q: 3 clusters Score -918820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -918861.062500 Penalty: 4466.315430
	Iteration 18Q: 3 clusters Score -918861.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -918894.500000 Penalty: 4466.315430
	Iteration 19Q: 3 clusters Score -918894.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -918921.625000 Penalty: 4466.315430
	Iteration 20F: 3 clusters Score -918921.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -918942.125000 Penalty: 4466.315430
	Iteration 21Q: 3 clusters Score -918942.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -918960.125000 Penalty: 4466.315430
	Iteration 22Q: 3 clusters Score -918960.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -918979.000000 Penalty: 4466.315430
	Iteration 23Q: 3 clusters Score -918979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -918993.875000 Penalty: 4466.315430
	Iteration 24Q: 3 clusters Score -918993.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -919003.437500 Penalty: 4466.315430
	Iteration 25Q: 3 clusters Score -919003.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -919015.687500 Penalty: 4466.315430
	Iteration 26Q: 3 clusters Score -919015.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -919020.750000 Penalty: 4466.315430
	Iteration 27Q: 3 clusters Score -919020.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -919025.937500 Penalty: 4466.315430
	Iteration 28Q: 3 clusters Score -919025.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -919029.500000 Penalty: 4466.315430
	Iteration 29Q: 3 clusters Score -919029.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -919032.000000 Penalty: 4466.315430
	Iteration 30Q: 3 clusters Score -919032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -919033.562500 Penalty: 4466.315430
	Iteration 31Q: 3 clusters Score -919033.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -919036.875000 Penalty: 4466.315430
	Iteration 32Q: 3 clusters Score -919036.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -919039.312500 Penalty: 4466.315430
	Iteration 33Q: 3 clusters Score -919039.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -919041.250000 Penalty: 4466.315430
	Iteration 34Q: 3 clusters Score -919041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -919041.750000 Penalty: 4466.315430
	Iteration 35Q: 3 clusters Score -919041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -919041.750000 Penalty: 4466.315430
	Iteration 36F: 3 clusters Score -919041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 2610 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 910 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 7788 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 7148 members 
Mstep: Class 28 contains 27785 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7927 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 6299 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20691 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Entering Unmasked Estep 
Score: -154492176.000000 Penalty: 209628.703125
Splitting cluster 5 changes total score from -154488224.000000 to -154492176.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 6 (9033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Entering Unmasked Estep 
Score: -945702.500000 Penalty: 2258.942627
	Iteration 0F: 2 clusters Score -945702.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -938724.187500 Penalty: 4517.885254
	Iteration 0F: 3 clusters Score -938724.2 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -940986.750000 Penalty: 4517.885254
	Iteration 1F: 3 clusters Score -940986.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -941513.187500 Penalty: 4517.885254
	Iteration 2F: 3 clusters Score -941513.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -942019.937500 Penalty: 4517.885254
	Iteration 3F: 3 clusters Score -942019.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -942472.000000 Penalty: 4517.885254
	Iteration 4F: 3 clusters Score -942472 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -942896.875000 Penalty: 4517.885254
	Iteration 5F: 3 clusters Score -942896.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -943273.875000 Penalty: 4517.885254
	Iteration 6F: 3 clusters Score -943273.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -943555.375000 Penalty: 4517.885254
	Iteration 7Q: 3 clusters Score -943555.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -943727.125000 Penalty: 4517.885254
	Iteration 8Q: 3 clusters Score -943727.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -943817.375000 Penalty: 4517.885254
	Iteration 9Q: 3 clusters Score -943817.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -943873.812500 Penalty: 4517.885254
	Iteration 10Q: 3 clusters Score -943873.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -943916.500000 Penalty: 4517.885254
	Iteration 11Q: 3 clusters Score -943916.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -943946.500000 Penalty: 4517.885254
	Iteration 12Q: 3 clusters Score -943946.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -943976.750000 Penalty: 4517.885254
	Iteration 13Q: 3 clusters Score -943976.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -944006.500000 Penalty: 4517.885254
	Iteration 14Q: 3 clusters Score -944006.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -944030.562500 Penalty: 4517.885254
	Iteration 15Q: 3 clusters Score -944030.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -944055.437500 Penalty: 4517.885254
	Iteration 16Q: 3 clusters Score -944055.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -944080.062500 Penalty: 4517.885254
	Iteration 17Q: 3 clusters Score -944080.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -944103.687500 Penalty: 4517.885254
	Iteration 18Q: 3 clusters Score -944103.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -944129.312500 Penalty: 4517.885254
	Iteration 19Q: 3 clusters Score -944129.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -944146.625000 Penalty: 4517.885254
	Iteration 20F: 3 clusters Score -944146.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -944153.000000 Penalty: 4517.885254
	Iteration 21Q: 3 clusters Score -944153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -944163.437500 Penalty: 4517.885254
	Iteration 22Q: 3 clusters Score -944163.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -944169.250000 Penalty: 4517.885254
	Iteration 23Q: 3 clusters Score -944169.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -944176.687500 Penalty: 4517.885254
	Iteration 24Q: 3 clusters Score -944176.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -944189.500000 Penalty: 4517.885254
	Iteration 25Q: 3 clusters Score -944189.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -944202.062500 Penalty: 4517.885254
	Iteration 26Q: 3 clusters Score -944202.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -944218.625000 Penalty: 4517.885254
	Iteration 27Q: 3 clusters Score -944218.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -944236.000000 Penalty: 4517.885254
	Iteration 28Q: 3 clusters Score -944236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -944261.250000 Penalty: 4517.885254
	Iteration 29Q: 3 clusters Score -944261.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -944290.125000 Penalty: 4517.885254
	Iteration 30Q: 3 clusters Score -944290.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -944315.750000 Penalty: 4517.885254
	Iteration 31Q: 3 clusters Score -944315.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -944341.250000 Penalty: 4517.885254
	Iteration 32Q: 3 clusters Score -944341.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -944373.250000 Penalty: 4517.885254
	Iteration 33Q: 3 clusters Score -944373.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -944403.562500 Penalty: 4517.885254
	Iteration 34Q: 3 clusters Score -944403.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -944434.687500 Penalty: 4517.885254
	Iteration 35Q: 3 clusters Score -944434.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -944474.687500 Penalty: 4517.885254
	Iteration 36Q: 3 clusters Score -944474.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -944513.125000 Penalty: 4517.885254
	Iteration 37Q: 3 clusters Score -944513.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -944554.125000 Penalty: 4517.885254
	Iteration 38Q: 3 clusters Score -944554.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -944612.000000 Penalty: 4517.885254
	Iteration 39Q: 3 clusters Score -944612 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -944674.687500 Penalty: 4517.885254
	Iteration 40F: 3 clusters Score -944674.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -944744.875000 Penalty: 4517.885254
	Iteration 41Q: 3 clusters Score -944744.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -944814.062500 Penalty: 4517.885254
	Iteration 42Q: 3 clusters Score -944814.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -944898.437500 Penalty: 4517.885254
	Iteration 43Q: 3 clusters Score -944898.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -944980.125000 Penalty: 4517.885254
	Iteration 44Q: 3 clusters Score -944980.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -945051.250000 Penalty: 4517.885254
	Iteration 45Q: 3 clusters Score -945051.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -945128.437500 Penalty: 4517.885254
	Iteration 46Q: 3 clusters Score -945128.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -945179.687500 Penalty: 4517.885254
	Iteration 47Q: 3 clusters Score -945179.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -945238.625000 Penalty: 4517.885254
	Iteration 48Q: 3 clusters Score -945238.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -945296.750000 Penalty: 4517.885254
	Iteration 49Q: 3 clusters Score -945296.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -945369.625000 Penalty: 4517.885254
	Iteration 50Q: 3 clusters Score -945369.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -945433.937500 Penalty: 4517.885254
	Iteration 51Q: 3 clusters Score -945433.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -945495.562500 Penalty: 4517.885254
	Iteration 52Q: 3 clusters Score -945495.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -945550.937500 Penalty: 4517.885254
	Iteration 53Q: 3 clusters Score -945550.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -945596.750000 Penalty: 4517.885254
	Iteration 54Q: 3 clusters Score -945596.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -945633.250000 Penalty: 4517.885254
	Iteration 55Q: 3 clusters Score -945633.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -945667.000000 Penalty: 4517.885254
	Iteration 56Q: 3 clusters Score -945667 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -945687.687500 Penalty: 4517.885254
	Iteration 57Q: 3 clusters Score -945687.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -945709.437500 Penalty: 4517.885254
	Iteration 58Q: 3 clusters Score -945709.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -945720.375000 Penalty: 4517.885254
	Iteration 59Q: 3 clusters Score -945720.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -945736.812500 Penalty: 4517.885254
	Iteration 60F: 3 clusters Score -945736.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -945752.250000 Penalty: 4517.885254
	Iteration 61Q: 3 clusters Score -945752.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -945768.375000 Penalty: 4517.885254
	Iteration 62Q: 3 clusters Score -945768.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -945781.687500 Penalty: 4517.885254
	Iteration 63Q: 3 clusters Score -945781.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -945794.937500 Penalty: 4517.885254
	Iteration 64Q: 3 clusters Score -945794.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -945809.312500 Penalty: 4517.885254
	Iteration 65Q: 3 clusters Score -945809.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -945817.187500 Penalty: 4517.885254
	Iteration 66Q: 3 clusters Score -945817.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -945835.187500 Penalty: 4517.885254
	Iteration 67Q: 3 clusters Score -945835.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -945847.625000 Penalty: 4517.885254
	Iteration 68Q: 3 clusters Score -945847.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -945851.312500 Penalty: 4517.885254
	Iteration 69Q: 3 clusters Score -945851.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -945856.875000 Penalty: 4517.885254
	Iteration 70Q: 3 clusters Score -945856.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -945863.250000 Penalty: 4517.885254
	Iteration 71Q: 3 clusters Score -945863.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -945869.375000 Penalty: 4517.885254
	Iteration 72Q: 3 clusters Score -945869.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -945874.875000 Penalty: 4517.885254
	Iteration 73Q: 3 clusters Score -945874.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -945877.562500 Penalty: 4517.885254
	Iteration 74Q: 3 clusters Score -945877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -945877.625000 Penalty: 4517.885254
	Iteration 75Q: 3 clusters Score -945877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -945876.875000 Penalty: 4517.885254
	Iteration 76Q: 3 clusters Score -945876.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -945880.187500 Penalty: 4517.885254
	Iteration 77Q: 3 clusters Score -945880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -945881.125000 Penalty: 4517.885254
	Iteration 78Q: 3 clusters Score -945881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -945883.687500 Penalty: 4517.885254
	Iteration 79Q: 3 clusters Score -945883.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -945883.562500 Penalty: 4517.885254
	Iteration 80F: 3 clusters Score -945883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -945883.125000 Penalty: 4517.885254
	Iteration 81Q: 3 clusters Score -945883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -945884.812500 Penalty: 4517.885254
	Iteration 82Q: 3 clusters Score -945884.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -945885.250000 Penalty: 4517.885254
	Iteration 83Q: 3 clusters Score -945885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -945886.000000 Penalty: 4517.885254
	Iteration 84Q: 3 clusters Score -945886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -945887.937500 Penalty: 4517.885254
	Iteration 85Q: 3 clusters Score -945887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -945887.562500 Penalty: 4517.885254
	Iteration 86Q: 3 clusters Score -945887.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -945888.937500 Penalty: 4517.885254
	Iteration 87Q: 3 clusters Score -945888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -945889.125000 Penalty: 4517.885254
	Iteration 88Q: 3 clusters Score -945889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -945889.125000 Penalty: 4517.885254
	Iteration 89F: 3 clusters Score -945889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 2610 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 910 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 7788 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 7148 members 
Mstep: Class 28 contains 27785 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7927 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 6299 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20691 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Entering Unmasked Estep 
Score: -154491456.000000 Penalty: 213122.515625
Splitting cluster 6 changes total score from -154488224.000000 to -154491456.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 7 (32346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Entering Unmasked Estep 
Score: -3925015.500000 Penalty: 2575.292969
	Iteration 0F: 2 clusters Score -3925016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3903110.500000 Penalty: 5150.585938
	Iteration 0F: 3 clusters Score -3903110 nChanged 14556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3911203.500000 Penalty: 5150.585938
	Iteration 1F: 3 clusters Score -3911204 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3911798.250000 Penalty: 5150.585938
	Iteration 2Q: 3 clusters Score -3911798 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3912424.750000 Penalty: 5150.585938
	Iteration 3Q: 3 clusters Score -3912425 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3913144.250000 Penalty: 5150.585938
	Iteration 4Q: 3 clusters Score -3913144 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3913879.500000 Penalty: 5150.585938
	Iteration 5Q: 3 clusters Score -3913880 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -3914542.000000 Penalty: 5150.585938
	Iteration 6Q: 3 clusters Score -3914542 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -3915398.500000 Penalty: 5150.585938
	Iteration 7Q: 3 clusters Score -3915398 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -3916427.250000 Penalty: 5150.585938
	Iteration 8F: 3 clusters Score -3916427 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3917614.000000 Penalty: 5150.585938
	Iteration 9F: 3 clusters Score -3917614 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -3918872.500000 Penalty: 5150.585938
	Iteration 10F: 3 clusters Score -3918872 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3920077.000000 Penalty: 5150.585938
	Iteration 11Q: 3 clusters Score -3920077 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3921081.750000 Penalty: 5150.585938
	Iteration 12Q: 3 clusters Score -3921082 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3921766.000000 Penalty: 5150.585938
	Iteration 13Q: 3 clusters Score -3921766 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3922156.750000 Penalty: 5150.585938
	Iteration 14Q: 3 clusters Score -3922157 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3922419.500000 Penalty: 5150.585938
	Iteration 15Q: 3 clusters Score -3922420 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3922578.250000 Penalty: 5150.585938
	Iteration 16Q: 3 clusters Score -3922578 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3922657.500000 Penalty: 5150.585938
	Iteration 17Q: 3 clusters Score -3922658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3922721.500000 Penalty: 5150.585938
	Iteration 18Q: 3 clusters Score -3922722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3922764.000000 Penalty: 5150.585938
	Iteration 19Q: 3 clusters Score -3922764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3922780.500000 Penalty: 5150.585938
	Iteration 20F: 3 clusters Score -3922780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3922790.750000 Penalty: 5150.585938
	Iteration 21Q: 3 clusters Score -3922791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3922803.500000 Penalty: 5150.585938
	Iteration 22Q: 3 clusters Score -3922804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3922808.000000 Penalty: 5150.585938
	Iteration 23Q: 3 clusters Score -3922808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3922809.500000 Penalty: 5150.585938
	Iteration 24Q: 3 clusters Score -3922810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3922816.500000 Penalty: 5150.585938
	Iteration 25Q: 3 clusters Score -3922816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3922817.000000 Penalty: 5150.585938
	Iteration 26Q: 3 clusters Score -3922817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3922817.750000 Penalty: 5150.585938
	Iteration 27Q: 3 clusters Score -3922818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3922817.750000 Penalty: 5150.585938
	Iteration 28F: 3 clusters Score -3922818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (138041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138041 members 
Entering Unmasked Estep 
Score: -16745699.000000 Penalty: 2935.156006
	Iteration 0F: 2 clusters Score -1.67457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -16653777.000000 Penalty: 5870.312012
	Iteration 0F: 3 clusters Score -1.665378e+07 nChanged 65786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 70985 members 
Entering Unmasked Estep 
Score: -16691464.000000 Penalty: 5870.312012
	Iteration 1F: 3 clusters Score -1.669146e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -16692428.000000 Penalty: 5870.312012
	Iteration 2Q: 3 clusters Score -1.669243e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -16693691.000000 Penalty: 5870.312012
	Iteration 3Q: 3 clusters Score -1.669369e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 78185 members 
Entering Unmasked Estep 
Score: -16695510.000000 Penalty: 5870.312012
	Iteration 4Q: 3 clusters Score -1.669551e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 83310 members 
Entering Unmasked Estep 
Score: -16698796.000000 Penalty: 5870.312012
	Iteration 5F: 3 clusters Score -1.66988e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 90217 members 
Entering Unmasked Estep 
Score: -16703461.000000 Penalty: 5870.312012
	Iteration 6F: 3 clusters Score -1.670346e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 98604 members 
Entering Unmasked Estep 
Score: -16709403.000000 Penalty: 5870.312012
	Iteration 7F: 3 clusters Score -1.67094e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 107929 members 
Entering Unmasked Estep 
Score: -16716657.000000 Penalty: 5870.312012
	Iteration 8F: 3 clusters Score -1.671666e+07 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 117208 members 
Entering Unmasked Estep 
Score: -16724386.000000 Penalty: 5870.312012
	Iteration 9F: 3 clusters Score -1.672439e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 125268 members 
Entering Unmasked Estep 
Score: -16731776.000000 Penalty: 5870.312012
	Iteration 10F: 3 clusters Score -1.673178e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 131277 members 
Entering Unmasked Estep 
Score: -16737580.000000 Penalty: 5870.312012
	Iteration 11Q: 3 clusters Score -1.673758e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 134746 members 
Entering Unmasked Estep 
Score: -16740852.000000 Penalty: 5870.312012
	Iteration 12Q: 3 clusters Score -1.674085e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 136320 members 
Entering Unmasked Estep 
Score: -16742330.000000 Penalty: 5870.312012
	Iteration 13Q: 3 clusters Score -1.674233e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 136921 members 
Entering Unmasked Estep 
Score: -16742918.000000 Penalty: 5870.312012
	Iteration 14Q: 3 clusters Score -1.674292e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 137164 members 
Entering Unmasked Estep 
Score: -16743249.000000 Penalty: 5870.312012
	Iteration 15Q: 3 clusters Score -1.674325e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 137290 members 
Entering Unmasked Estep 
Score: -16743418.000000 Penalty: 5870.312012
	Iteration 16Q: 3 clusters Score -1.674342e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 137348 members 
Entering Unmasked Estep 
Score: -16743511.000000 Penalty: 5870.312012
	Iteration 17Q: 3 clusters Score -1.674351e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 137376 members 
Entering Unmasked Estep 
Score: -16743569.000000 Penalty: 5870.312012
	Iteration 18Q: 3 clusters Score -1.674357e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 137399 members 
Entering Unmasked Estep 
Score: -16743645.000000 Penalty: 5870.312012
	Iteration 19Q: 3 clusters Score -1.674364e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 137426 members 
Entering Unmasked Estep 
Score: -16743671.000000 Penalty: 5870.312012
	Iteration 20F: 3 clusters Score -1.674367e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 137446 members 
Entering Unmasked Estep 
Score: -16743723.000000 Penalty: 5870.312012
	Iteration 21Q: 3 clusters Score -1.674372e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 137454 members 
Entering Unmasked Estep 
Score: -16743739.000000 Penalty: 5870.312012
	Iteration 22Q: 3 clusters Score -1.674374e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 137463 members 
Entering Unmasked Estep 
Score: -16743773.000000 Penalty: 5870.312012
	Iteration 23Q: 3 clusters Score -1.674377e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 137476 members 
Entering Unmasked Estep 
Score: -16743802.000000 Penalty: 5870.312012
	Iteration 24Q: 3 clusters Score -1.67438e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 137491 members 
Entering Unmasked Estep 
Score: -16743883.000000 Penalty: 5870.312012
	Iteration 25Q: 3 clusters Score -1.674388e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 137497 members 
Entering Unmasked Estep 
Score: -16743960.000000 Penalty: 5870.312012
	Iteration 26Q: 3 clusters Score -1.674396e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 137494 members 
Entering Unmasked Estep 
Score: -16744006.000000 Penalty: 5870.312012
	Iteration 27Q: 3 clusters Score -1.674401e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 137487 members 
Entering Unmasked Estep 
Score: -16744018.000000 Penalty: 5870.312012
	Iteration 28Q: 3 clusters Score -1.674402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 137476 members 
Entering Unmasked Estep 
Score: -16744038.000000 Penalty: 5870.312012
	Iteration 29Q: 3 clusters Score -1.674404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 137473 members 
Entering Unmasked Estep 
Score: -16744040.000000 Penalty: 5870.312012
	Iteration 30Q: 3 clusters Score -1.674404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 137472 members 
Entering Unmasked Estep 
Score: -16744051.000000 Penalty: 5870.312012
	Iteration 31Q: 3 clusters Score -1.674405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 137469 members 
Entering Unmasked Estep 
Score: -16744049.000000 Penalty: 5870.312012
	Iteration 32Q: 3 clusters Score -1.674405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 137469 members 
Entering Unmasked Estep 
Score: -16744068.000000 Penalty: 5870.312012
	Iteration 33Q: 3 clusters Score -1.674407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 137466 members 
Entering Unmasked Estep 
Score: -16744064.000000 Penalty: 5870.312012
	Iteration 34Q: 3 clusters Score -1.674406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 137462 members 
Entering Unmasked Estep 
Score: -16744063.000000 Penalty: 5870.312012
	Iteration 35Q: 3 clusters Score -1.674406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 137457 members 
Entering Unmasked Estep 
Score: -16744057.000000 Penalty: 5870.312012
	Iteration 36Q: 3 clusters Score -1.674406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 137456 members 
Entering Unmasked Estep 
Score: -16744056.000000 Penalty: 5870.312012
	Iteration 37Q: 3 clusters Score -1.674406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 137457 members 
Entering Unmasked Estep 
Score: -16744060.000000 Penalty: 5870.312012
	Iteration 38Q: 3 clusters Score -1.674406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 137455 members 
Entering Unmasked Estep 
Score: -16744053.000000 Penalty: 5870.312012
	Iteration 39Q: 3 clusters Score -1.674405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 137453 members 
Entering Unmasked Estep 
Score: -16744058.000000 Penalty: 5870.312012
	Iteration 40F: 3 clusters Score -1.674406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 137450 members 
Entering Unmasked Estep 
Score: -16744060.000000 Penalty: 5870.312012
	Iteration 41Q: 3 clusters Score -1.674406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 137449 members 
Entering Unmasked Estep 
Score: -16744065.000000 Penalty: 5870.312012
	Iteration 42Q: 3 clusters Score -1.674406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 137447 members 
Entering Unmasked Estep 
Score: -16744065.000000 Penalty: 5870.312012
	Iteration 43Q: 3 clusters Score -1.674406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 137443 members 
Entering Unmasked Estep 
Score: -16744079.000000 Penalty: 5870.312012
	Iteration 44Q: 3 clusters Score -1.674408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 137438 members 
Entering Unmasked Estep 
Score: -16744091.000000 Penalty: 5870.312012
	Iteration 45Q: 3 clusters Score -1.674409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 137434 members 
Entering Unmasked Estep 
Score: -16744076.000000 Penalty: 5870.312012
	Iteration 46Q: 3 clusters Score -1.674408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 137429 members 
Entering Unmasked Estep 
Score: -16744078.000000 Penalty: 5870.312012
	Iteration 47Q: 3 clusters Score -1.674408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 137425 members 
Entering Unmasked Estep 
Score: -16744082.000000 Penalty: 5870.312012
	Iteration 48Q: 3 clusters Score -1.674408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 137420 members 
Entering Unmasked Estep 
Score: -16744096.000000 Penalty: 5870.312012
	Iteration 49Q: 3 clusters Score -1.67441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 137415 members 
Entering Unmasked Estep 
Score: -16744115.000000 Penalty: 5870.312012
	Iteration 50Q: 3 clusters Score -1.674412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 137415 members 
Entering Unmasked Estep 
Score: -16744124.000000 Penalty: 5870.312012
	Iteration 51Q: 3 clusters Score -1.674412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 137411 members 
Entering Unmasked Estep 
Score: -16744126.000000 Penalty: 5870.312012
	Iteration 52Q: 3 clusters Score -1.674413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 137406 members 
Entering Unmasked Estep 
Score: -16744138.000000 Penalty: 5870.312012
	Iteration 53Q: 3 clusters Score -1.674414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 137406 members 
Entering Unmasked Estep 
Score: -16744148.000000 Penalty: 5870.312012
	Iteration 54Q: 3 clusters Score -1.674415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 137403 members 
Entering Unmasked Estep 
Score: -16744149.000000 Penalty: 5870.312012
	Iteration 55Q: 3 clusters Score -1.674415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 137399 members 
Entering Unmasked Estep 
Score: -16744156.000000 Penalty: 5870.312012
	Iteration 56Q: 3 clusters Score -1.674416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 137391 members 
Entering Unmasked Estep 
Score: -16744166.000000 Penalty: 5870.312012
	Iteration 57Q: 3 clusters Score -1.674417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 137382 members 
Entering Unmasked Estep 
Score: -16744181.000000 Penalty: 5870.312012
	Iteration 58Q: 3 clusters Score -1.674418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 137379 members 
Entering Unmasked Estep 
Score: -16744196.000000 Penalty: 5870.312012
	Iteration 59Q: 3 clusters Score -1.67442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 137381 members 
Entering Unmasked Estep 
Score: -16744199.000000 Penalty: 5870.312012
	Iteration 60F: 3 clusters Score -1.67442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 137378 members 
Entering Unmasked Estep 
Score: -16744202.000000 Penalty: 5870.312012
	Iteration 61Q: 3 clusters Score -1.67442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 137374 members 
Entering Unmasked Estep 
Score: -16744212.000000 Penalty: 5870.312012
	Iteration 62Q: 3 clusters Score -1.674421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 137373 members 
Entering Unmasked Estep 
Score: -16744208.000000 Penalty: 5870.312012
	Iteration 63Q: 3 clusters Score -1.674421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 137373 members 
Entering Unmasked Estep 
Score: -16744211.000000 Penalty: 5870.312012
	Iteration 64Q: 3 clusters Score -1.674421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 137372 members 
Entering Unmasked Estep 
Score: -16744217.000000 Penalty: 5870.312012
	Iteration 65Q: 3 clusters Score -1.674422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 137371 members 
Entering Unmasked Estep 
Score: -16744220.000000 Penalty: 5870.312012
	Iteration 66Q: 3 clusters Score -1.674422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 137370 members 
Entering Unmasked Estep 
Score: -16744226.000000 Penalty: 5870.312012
	Iteration 67Q: 3 clusters Score -1.674423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 137369 members 
Entering Unmasked Estep 
Score: -16744221.000000 Penalty: 5870.312012
	Iteration 68Q: 3 clusters Score -1.674422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 137365 members 
Entering Unmasked Estep 
Score: -16744220.000000 Penalty: 5870.312012
	Iteration 69Q: 3 clusters Score -1.674422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 137360 members 
Entering Unmasked Estep 
Score: -16744232.000000 Penalty: 5870.312012
	Iteration 70Q: 3 clusters Score -1.674423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 137351 members 
Entering Unmasked Estep 
Score: -16744251.000000 Penalty: 5870.312012
	Iteration 71Q: 3 clusters Score -1.674425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 137345 members 
Entering Unmasked Estep 
Score: -16744257.000000 Penalty: 5870.312012
	Iteration 72Q: 3 clusters Score -1.674426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 137342 members 
Entering Unmasked Estep 
Score: -16744256.000000 Penalty: 5870.312012
	Iteration 73Q: 3 clusters Score -1.674426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 137340 members 
Entering Unmasked Estep 
Score: -16744245.000000 Penalty: 5870.312012
	Iteration 74Q: 3 clusters Score -1.674424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 137339 members 
Entering Unmasked Estep 
Score: -16744240.000000 Penalty: 5870.312012
	Iteration 75Q: 3 clusters Score -1.674424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 137337 members 
Entering Unmasked Estep 
Score: -16744241.000000 Penalty: 5870.312012
	Iteration 76Q: 3 clusters Score -1.674424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 137332 members 
Entering Unmasked Estep 
Score: -16744242.000000 Penalty: 5870.312012
	Iteration 77Q: 3 clusters Score -1.674424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 137328 members 
Entering Unmasked Estep 
Score: -16744248.000000 Penalty: 5870.312012
	Iteration 78Q: 3 clusters Score -1.674425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 137324 members 
Entering Unmasked Estep 
Score: -16744248.000000 Penalty: 5870.312012
	Iteration 79Q: 3 clusters Score -1.674425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 137324 members 
Entering Unmasked Estep 
Score: -16744248.000000 Penalty: 5870.312012
	Iteration 80F: 3 clusters Score -1.674425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -398753.093750 Penalty: 1951.042114
	Iteration 0F: 2 clusters Score -398753.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -395975.812500 Penalty: 3902.084229
	Iteration 0F: 3 clusters Score -395975.8 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -397633.531250 Penalty: 3902.084229
	Iteration 1F: 3 clusters Score -397633.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -398401.281250 Penalty: 3902.084229
	Iteration 2F: 3 clusters Score -398401.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -398754.343750 Penalty: 3902.084229
	Iteration 3F: 3 clusters Score -398754.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -399002.093750 Penalty: 3902.084229
	Iteration 4F: 3 clusters Score -399002.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -399185.031250 Penalty: 3902.084229
	Iteration 5Q: 3 clusters Score -399185 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -399406.531250 Penalty: 3902.084229
	Iteration 6Q: 3 clusters Score -399406.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -399718.812500 Penalty: 3902.084229
	Iteration 7Q: 3 clusters Score -399718.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -400007.281250 Penalty: 3902.084229
	Iteration 8Q: 3 clusters Score -400007.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -400098.062500 Penalty: 3902.084229
	Iteration 9Q: 3 clusters Score -400098.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -400185.343750 Penalty: 3902.084229
	Iteration 10Q: 3 clusters Score -400185.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -400222.187500 Penalty: 3902.084229
	Iteration 11Q: 3 clusters Score -400222.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -400283.687500 Penalty: 3902.084229
	Iteration 12Q: 3 clusters Score -400283.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -400361.656250 Penalty: 3902.084229
	Iteration 13Q: 3 clusters Score -400361.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -400417.656250 Penalty: 3902.084229
	Iteration 14Q: 3 clusters Score -400417.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -400429.062500 Penalty: 3902.084229
	Iteration 15Q: 3 clusters Score -400429.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -400431.687500 Penalty: 3902.084229
	Iteration 16Q: 3 clusters Score -400431.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -400441.031250 Penalty: 3902.084229
	Iteration 17Q: 3 clusters Score -400441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -400439.625000 Penalty: 3902.084229
	Iteration 18Q: 3 clusters Score -400439.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -400448.250000 Penalty: 3902.084229
	Iteration 19Q: 3 clusters Score -400448.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -400448.906250 Penalty: 3902.084229
	Iteration 20F: 3 clusters Score -400448.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -400495.093750 Penalty: 3902.084229
	Iteration 21Q: 3 clusters Score -400495.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -400556.156250 Penalty: 3902.084229
	Iteration 22Q: 3 clusters Score -400556.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -400545.781250 Penalty: 3902.084229
	Iteration 23Q: 3 clusters Score -400545.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -400581.750000 Penalty: 3902.084229
	Iteration 24Q: 3 clusters Score -400581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -400581.843750 Penalty: 3902.084229
	Iteration 25Q: 3 clusters Score -400581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -400590.468750 Penalty: 3902.084229
	Iteration 26Q: 3 clusters Score -400590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -400585.718750 Penalty: 3902.084229
	Iteration 27Q: 3 clusters Score -400585.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -400593.937500 Penalty: 3902.084229
	Iteration 28Q: 3 clusters Score -400593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -400604.625000 Penalty: 3902.084229
	Iteration 29Q: 3 clusters Score -400604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -400591.875000 Penalty: 3902.084229
	Iteration 30Q: 3 clusters Score -400591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -400610.875000 Penalty: 3902.084229
	Iteration 31Q: 3 clusters Score -400610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -400614.875000 Penalty: 3902.084229
	Iteration 32Q: 3 clusters Score -400614.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -400614.875000 Penalty: 3902.084229
	Iteration 33F: 3 clusters Score -400614.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 910 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 7788 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 7148 members 
Mstep: Class 28 contains 27785 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7927 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 6299 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20691 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Entering Unmasked Estep 
Score: -154491536.000000 Penalty: 216616.328125
Splitting cluster 9 changes total score from -154488224.000000 to -154491536.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 10 (11507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Entering Unmasked Estep 
Score: -1386456.500000 Penalty: 2318.976318
	Iteration 0F: 2 clusters Score -1386456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1377874.750000 Penalty: 4637.952637
	Iteration 0F: 3 clusters Score -1377875 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1380353.875000 Penalty: 4637.952637
	Iteration 1F: 3 clusters Score -1380354 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1380683.750000 Penalty: 4637.952637
	Iteration 2F: 3 clusters Score -1380684 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1380938.500000 Penalty: 4637.952637
	Iteration 3Q: 3 clusters Score -1380938 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1381180.375000 Penalty: 4637.952637
	Iteration 4Q: 3 clusters Score -1381180 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1381411.125000 Penalty: 4637.952637
	Iteration 5Q: 3 clusters Score -1381411 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1381683.250000 Penalty: 4637.952637
	Iteration 6Q: 3 clusters Score -1381683 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1382007.500000 Penalty: 4637.952637
	Iteration 7Q: 3 clusters Score -1382008 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1382430.250000 Penalty: 4637.952637
	Iteration 8Q: 3 clusters Score -1382430 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1382904.125000 Penalty: 4637.952637
	Iteration 9F: 3 clusters Score -1382904 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1383376.750000 Penalty: 4637.952637
	Iteration 10F: 3 clusters Score -1383377 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1383714.375000 Penalty: 4637.952637
	Iteration 11Q: 3 clusters Score -1383714 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1383907.375000 Penalty: 4637.952637
	Iteration 12Q: 3 clusters Score -1383907 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1384032.500000 Penalty: 4637.952637
	Iteration 13Q: 3 clusters Score -1384032 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1384122.375000 Penalty: 4637.952637
	Iteration 14Q: 3 clusters Score -1384122 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1384207.000000 Penalty: 4637.952637
	Iteration 15Q: 3 clusters Score -1384207 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1384273.000000 Penalty: 4637.952637
	Iteration 16Q: 3 clusters Score -1384273 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1384327.875000 Penalty: 4637.952637
	Iteration 17Q: 3 clusters Score -1384328 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1384374.125000 Penalty: 4637.952637
	Iteration 18Q: 3 clusters Score -1384374 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1384414.250000 Penalty: 4637.952637
	Iteration 19Q: 3 clusters Score -1384414 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1384442.750000 Penalty: 4637.952637
	Iteration 20F: 3 clusters Score -1384443 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1384470.375000 Penalty: 4637.952637
	Iteration 21Q: 3 clusters Score -1384470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1384500.125000 Penalty: 4637.952637
	Iteration 22Q: 3 clusters Score -1384500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1384514.750000 Penalty: 4637.952637
	Iteration 23Q: 3 clusters Score -1384515 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1384537.250000 Penalty: 4637.952637
	Iteration 24Q: 3 clusters Score -1384537 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1384554.250000 Penalty: 4637.952637
	Iteration 25Q: 3 clusters Score -1384554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1384572.375000 Penalty: 4637.952637
	Iteration 26Q: 3 clusters Score -1384572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1384585.000000 Penalty: 4637.952637
	Iteration 27Q: 3 clusters Score -1384585 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1384598.500000 Penalty: 4637.952637
	Iteration 28Q: 3 clusters Score -1384598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1384603.750000 Penalty: 4637.952637
	Iteration 29Q: 3 clusters Score -1384604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1384614.250000 Penalty: 4637.952637
	Iteration 30Q: 3 clusters Score -1384614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1384615.375000 Penalty: 4637.952637
	Iteration 31Q: 3 clusters Score -1384615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1384622.375000 Penalty: 4637.952637
	Iteration 32Q: 3 clusters Score -1384622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1384626.750000 Penalty: 4637.952637
	Iteration 33Q: 3 clusters Score -1384627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1384629.500000 Penalty: 4637.952637
	Iteration 34Q: 3 clusters Score -1384630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1384632.625000 Penalty: 4637.952637
	Iteration 35Q: 3 clusters Score -1384633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1384638.250000 Penalty: 4637.952637
	Iteration 36Q: 3 clusters Score -1384638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1384637.750000 Penalty: 4637.952637
	Iteration 37Q: 3 clusters Score -1384638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1384641.375000 Penalty: 4637.952637
	Iteration 38Q: 3 clusters Score -1384641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1384641.125000 Penalty: 4637.952637
	Iteration 39Q: 3 clusters Score -1384641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1384647.375000 Penalty: 4637.952637
	Iteration 40F: 3 clusters Score -1384647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1384648.875000 Penalty: 4637.952637
	Iteration 41Q: 3 clusters Score -1384649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1384653.625000 Penalty: 4637.952637
	Iteration 42Q: 3 clusters Score -1384654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1384655.375000 Penalty: 4637.952637
	Iteration 43Q: 3 clusters Score -1384655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1384656.625000 Penalty: 4637.952637
	Iteration 44Q: 3 clusters Score -1384657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1384660.875000 Penalty: 4637.952637
	Iteration 45Q: 3 clusters Score -1384661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1384662.375000 Penalty: 4637.952637
	Iteration 46Q: 3 clusters Score -1384662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1384666.500000 Penalty: 4637.952637
	Iteration 47Q: 3 clusters Score -1384666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1384674.125000 Penalty: 4637.952637
	Iteration 48Q: 3 clusters Score -1384674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1384675.500000 Penalty: 4637.952637
	Iteration 49Q: 3 clusters Score -1384676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1384681.125000 Penalty: 4637.952637
	Iteration 50Q: 3 clusters Score -1384681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1384681.125000 Penalty: 4637.952637
	Iteration 51Q: 3 clusters Score -1384681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1384676.875000 Penalty: 4637.952637
	Iteration 52Q: 3 clusters Score -1384677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1384680.000000 Penalty: 4637.952637
	Iteration 53Q: 3 clusters Score -1384680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1384683.625000 Penalty: 4637.952637
	Iteration 54Q: 3 clusters Score -1384684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1384687.125000 Penalty: 4637.952637
	Iteration 55Q: 3 clusters Score -1384687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1384687.250000 Penalty: 4637.952637
	Iteration 56Q: 3 clusters Score -1384687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1384687.375000 Penalty: 4637.952637
	Iteration 57Q: 3 clusters Score -1384687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1384688.000000 Penalty: 4637.952637
	Iteration 58Q: 3 clusters Score -1384688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1384688.000000 Penalty: 4637.952637
	Iteration 59Q: 3 clusters Score -1384688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1384687.125000 Penalty: 4637.952637
	Iteration 60F: 3 clusters Score -1384687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1384688.250000 Penalty: 4637.952637
	Iteration 61Q: 3 clusters Score -1384688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1384687.000000 Penalty: 4637.952637
	Iteration 62Q: 3 clusters Score -1384687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1384689.625000 Penalty: 4637.952637
	Iteration 63Q: 3 clusters Score -1384690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1384688.625000 Penalty: 4637.952637
	Iteration 64Q: 3 clusters Score -1384689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1384689.625000 Penalty: 4637.952637
	Iteration 65Q: 3 clusters Score -1384690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1384690.125000 Penalty: 4637.952637
	Iteration 66Q: 3 clusters Score -1384690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1384690.125000 Penalty: 4637.952637
	Iteration 67F: 3 clusters Score -1384690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Entering Unmasked Estep 
Score: -2400471.000000 Penalty: 2457.166016
	Iteration 0F: 2 clusters Score -2400471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2386383.500000 Penalty: 4914.332031
	Iteration 0F: 3 clusters Score -2386384 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2391111.750000 Penalty: 4914.332031
	Iteration 1F: 3 clusters Score -2391112 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2391599.000000 Penalty: 4914.332031
	Iteration 2F: 3 clusters Score -2391599 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2392050.000000 Penalty: 4914.332031
	Iteration 3F: 3 clusters Score -2392050 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2392521.750000 Penalty: 4914.332031
	Iteration 4F: 3 clusters Score -2392522 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2393173.750000 Penalty: 4914.332031
	Iteration 5F: 3 clusters Score -2393174 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2394103.750000 Penalty: 4914.332031
	Iteration 6F: 3 clusters Score -2394104 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2395192.250000 Penalty: 4914.332031
	Iteration 7F: 3 clusters Score -2395192 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2396129.750000 Penalty: 4914.332031
	Iteration 8F: 3 clusters Score -2396130 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2396841.750000 Penalty: 4914.332031
	Iteration 9F: 3 clusters Score -2396842 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2397293.750000 Penalty: 4914.332031
	Iteration 10Q: 3 clusters Score -2397294 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2397555.750000 Penalty: 4914.332031
	Iteration 11Q: 3 clusters Score -2397556 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2397732.500000 Penalty: 4914.332031
	Iteration 12Q: 3 clusters Score -2397732 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2397859.750000 Penalty: 4914.332031
	Iteration 13Q: 3 clusters Score -2397860 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2397965.500000 Penalty: 4914.332031
	Iteration 14Q: 3 clusters Score -2397966 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2398063.000000 Penalty: 4914.332031
	Iteration 15Q: 3 clusters Score -2398063 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2398151.500000 Penalty: 4914.332031
	Iteration 16Q: 3 clusters Score -2398152 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2398239.250000 Penalty: 4914.332031
	Iteration 17Q: 3 clusters Score -2398239 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2398326.000000 Penalty: 4914.332031
	Iteration 18Q: 3 clusters Score -2398326 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2398423.250000 Penalty: 4914.332031
	Iteration 19Q: 3 clusters Score -2398423 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2398510.500000 Penalty: 4914.332031
	Iteration 20F: 3 clusters Score -2398510 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2398561.250000 Penalty: 4914.332031
	Iteration 21Q: 3 clusters Score -2398561 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2398602.750000 Penalty: 4914.332031
	Iteration 22Q: 3 clusters Score -2398603 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2398632.250000 Penalty: 4914.332031
	Iteration 23Q: 3 clusters Score -2398632 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2398655.000000 Penalty: 4914.332031
	Iteration 24Q: 3 clusters Score -2398655 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2398673.250000 Penalty: 4914.332031
	Iteration 25Q: 3 clusters Score -2398673 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2398696.000000 Penalty: 4914.332031
	Iteration 26Q: 3 clusters Score -2398696 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2398701.500000 Penalty: 4914.332031
	Iteration 27Q: 3 clusters Score -2398702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2398720.000000 Penalty: 4914.332031
	Iteration 28Q: 3 clusters Score -2398720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2398734.500000 Penalty: 4914.332031
	Iteration 29Q: 3 clusters Score -2398734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2398746.250000 Penalty: 4914.332031
	Iteration 30Q: 3 clusters Score -2398746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2398758.000000 Penalty: 4914.332031
	Iteration 31Q: 3 clusters Score -2398758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2398767.500000 Penalty: 4914.332031
	Iteration 32Q: 3 clusters Score -2398768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2398766.000000 Penalty: 4914.332031
	Iteration 33Q: 3 clusters Score -2398766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2398765.750000 Penalty: 4914.332031
	Iteration 34Q: 3 clusters Score -2398766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2398775.000000 Penalty: 4914.332031
	Iteration 35Q: 3 clusters Score -2398775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2398785.500000 Penalty: 4914.332031
	Iteration 36Q: 3 clusters Score -2398786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2398781.250000 Penalty: 4914.332031
	Iteration 37Q: 3 clusters Score -2398781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2398784.750000 Penalty: 4914.332031
	Iteration 38Q: 3 clusters Score -2398785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2398782.000000 Penalty: 4914.332031
	Iteration 39Q: 3 clusters Score -2398782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2398788.750000 Penalty: 4914.332031
	Iteration 40F: 3 clusters Score -2398789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2398797.000000 Penalty: 4914.332031
	Iteration 41Q: 3 clusters Score -2398797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2398799.000000 Penalty: 4914.332031
	Iteration 42Q: 3 clusters Score -2398799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2398800.250000 Penalty: 4914.332031
	Iteration 43Q: 3 clusters Score -2398800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2398805.500000 Penalty: 4914.332031
	Iteration 44Q: 3 clusters Score -2398806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2398803.500000 Penalty: 4914.332031
	Iteration 45Q: 3 clusters Score -2398804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2398809.250000 Penalty: 4914.332031
	Iteration 46Q: 3 clusters Score -2398809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2398803.750000 Penalty: 4914.332031
	Iteration 47Q: 3 clusters Score -2398804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2398810.000000 Penalty: 4914.332031
	Iteration 48Q: 3 clusters Score -2398810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2398807.000000 Penalty: 4914.332031
	Iteration 49Q: 3 clusters Score -2398807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2398807.000000 Penalty: 4914.332031
	Iteration 50F: 3 clusters Score -2398807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Entering Unmasked Estep 
Score: -2044563.500000 Penalty: 2407.739746
	Iteration 0F: 2 clusters Score -2044564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2032686.000000 Penalty: 4815.479492
	Iteration 0F: 3 clusters Score -2032686 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2036493.500000 Penalty: 4815.479492
	Iteration 1F: 3 clusters Score -2036494 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2036888.125000 Penalty: 4815.479492
	Iteration 2F: 3 clusters Score -2036888 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2037315.500000 Penalty: 4815.479492
	Iteration 3F: 3 clusters Score -2037316 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2037904.625000 Penalty: 4815.479492
	Iteration 4F: 3 clusters Score -2037905 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2038725.625000 Penalty: 4815.479492
	Iteration 5F: 3 clusters Score -2038726 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2039733.625000 Penalty: 4815.479492
	Iteration 6F: 3 clusters Score -2039734 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2040724.625000 Penalty: 4815.479492
	Iteration 7F: 3 clusters Score -2040725 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2041429.625000 Penalty: 4815.479492
	Iteration 8F: 3 clusters Score -2041430 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2041786.375000 Penalty: 4815.479492
	Iteration 9Q: 3 clusters Score -2041786 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2041992.875000 Penalty: 4815.479492
	Iteration 10Q: 3 clusters Score -2041993 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2042112.750000 Penalty: 4815.479492
	Iteration 11Q: 3 clusters Score -2042113 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2042181.625000 Penalty: 4815.479492
	Iteration 12Q: 3 clusters Score -2042182 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2042223.875000 Penalty: 4815.479492
	Iteration 13Q: 3 clusters Score -2042224 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2042252.375000 Penalty: 4815.479492
	Iteration 14Q: 3 clusters Score -2042252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2042282.125000 Penalty: 4815.479492
	Iteration 15Q: 3 clusters Score -2042282 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2042298.250000 Penalty: 4815.479492
	Iteration 16Q: 3 clusters Score -2042298 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2042332.125000 Penalty: 4815.479492
	Iteration 17Q: 3 clusters Score -2042332 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2042355.500000 Penalty: 4815.479492
	Iteration 18Q: 3 clusters Score -2042356 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2042374.750000 Penalty: 4815.479492
	Iteration 19Q: 3 clusters Score -2042375 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2042398.375000 Penalty: 4815.479492
	Iteration 20F: 3 clusters Score -2042398 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2042420.500000 Penalty: 4815.479492
	Iteration 21Q: 3 clusters Score -2042420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2042442.875000 Penalty: 4815.479492
	Iteration 22Q: 3 clusters Score -2042443 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2042465.250000 Penalty: 4815.479492
	Iteration 23Q: 3 clusters Score -2042465 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2042477.250000 Penalty: 4815.479492
	Iteration 24Q: 3 clusters Score -2042477 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2042487.500000 Penalty: 4815.479492
	Iteration 25Q: 3 clusters Score -2042488 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2042499.500000 Penalty: 4815.479492
	Iteration 26Q: 3 clusters Score -2042500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2042524.125000 Penalty: 4815.479492
	Iteration 27Q: 3 clusters Score -2042524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2042529.250000 Penalty: 4815.479492
	Iteration 28Q: 3 clusters Score -2042529 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2042540.250000 Penalty: 4815.479492
	Iteration 29Q: 3 clusters Score -2042540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2042551.625000 Penalty: 4815.479492
	Iteration 30Q: 3 clusters Score -2042552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2042562.375000 Penalty: 4815.479492
	Iteration 31Q: 3 clusters Score -2042562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2042571.750000 Penalty: 4815.479492
	Iteration 32Q: 3 clusters Score -2042572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2042582.250000 Penalty: 4815.479492
	Iteration 33Q: 3 clusters Score -2042582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2042595.500000 Penalty: 4815.479492
	Iteration 34Q: 3 clusters Score -2042596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2042610.250000 Penalty: 4815.479492
	Iteration 35Q: 3 clusters Score -2042610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2042617.500000 Penalty: 4815.479492
	Iteration 36Q: 3 clusters Score -2042618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2042626.750000 Penalty: 4815.479492
	Iteration 37Q: 3 clusters Score -2042627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2042630.875000 Penalty: 4815.479492
	Iteration 38Q: 3 clusters Score -2042631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2042645.250000 Penalty: 4815.479492
	Iteration 39Q: 3 clusters Score -2042645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2042652.375000 Penalty: 4815.479492
	Iteration 40F: 3 clusters Score -2042652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2042661.125000 Penalty: 4815.479492
	Iteration 41Q: 3 clusters Score -2042661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2042664.875000 Penalty: 4815.479492
	Iteration 42Q: 3 clusters Score -2042665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2042678.375000 Penalty: 4815.479492
	Iteration 43Q: 3 clusters Score -2042678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2042684.625000 Penalty: 4815.479492
	Iteration 44Q: 3 clusters Score -2042685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2042694.625000 Penalty: 4815.479492
	Iteration 45Q: 3 clusters Score -2042695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2042700.000000 Penalty: 4815.479492
	Iteration 46Q: 3 clusters Score -2042700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2042706.125000 Penalty: 4815.479492
	Iteration 47Q: 3 clusters Score -2042706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2042705.750000 Penalty: 4815.479492
	Iteration 48Q: 3 clusters Score -2042706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2042712.625000 Penalty: 4815.479492
	Iteration 49Q: 3 clusters Score -2042713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2042716.250000 Penalty: 4815.479492
	Iteration 50Q: 3 clusters Score -2042716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2042718.875000 Penalty: 4815.479492
	Iteration 51Q: 3 clusters Score -2042719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2042725.500000 Penalty: 4815.479492
	Iteration 52Q: 3 clusters Score -2042726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2042733.250000 Penalty: 4815.479492
	Iteration 53Q: 3 clusters Score -2042733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2042735.125000 Penalty: 4815.479492
	Iteration 54Q: 3 clusters Score -2042735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2042739.750000 Penalty: 4815.479492
	Iteration 55Q: 3 clusters Score -2042740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2042745.125000 Penalty: 4815.479492
	Iteration 56Q: 3 clusters Score -2042745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2042748.750000 Penalty: 4815.479492
	Iteration 57Q: 3 clusters Score -2042749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2042753.000000 Penalty: 4815.479492
	Iteration 58Q: 3 clusters Score -2042753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2042755.250000 Penalty: 4815.479492
	Iteration 59Q: 3 clusters Score -2042755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2042759.000000 Penalty: 4815.479492
	Iteration 60F: 3 clusters Score -2042759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2042762.750000 Penalty: 4815.479492
	Iteration 61Q: 3 clusters Score -2042763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2042764.000000 Penalty: 4815.479492
	Iteration 62Q: 3 clusters Score -2042764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2042768.625000 Penalty: 4815.479492
	Iteration 63Q: 3 clusters Score -2042769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2042771.125000 Penalty: 4815.479492
	Iteration 64Q: 3 clusters Score -2042771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2042778.375000 Penalty: 4815.479492
	Iteration 65Q: 3 clusters Score -2042778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2042778.625000 Penalty: 4815.479492
	Iteration 66Q: 3 clusters Score -2042779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2042781.875000 Penalty: 4815.479492
	Iteration 67Q: 3 clusters Score -2042782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2042782.250000 Penalty: 4815.479492
	Iteration 68Q: 3 clusters Score -2042782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2042782.250000 Penalty: 4815.479492
	Iteration 69Q: 3 clusters Score -2042782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2042783.125000 Penalty: 4815.479492
	Iteration 70Q: 3 clusters Score -2042783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2042783.625000 Penalty: 4815.479492
	Iteration 71Q: 3 clusters Score -2042784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2042783.375000 Penalty: 4815.479492
	Iteration 72Q: 3 clusters Score -2042783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2042782.625000 Penalty: 4815.479492
	Iteration 73Q: 3 clusters Score -2042783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2042782.625000 Penalty: 4815.479492
	Iteration 74Q: 3 clusters Score -2042783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2042790.125000 Penalty: 4815.479492
	Iteration 75Q: 3 clusters Score -2042790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2042789.625000 Penalty: 4815.479492
	Iteration 76Q: 3 clusters Score -2042790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2042791.500000 Penalty: 4815.479492
	Iteration 77Q: 3 clusters Score -2042792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2042794.875000 Penalty: 4815.479492
	Iteration 78Q: 3 clusters Score -2042795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2042797.000000 Penalty: 4815.479492
	Iteration 79Q: 3 clusters Score -2042797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2042799.750000 Penalty: 4815.479492
	Iteration 80F: 3 clusters Score -2042800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2042800.625000 Penalty: 4815.479492
	Iteration 81Q: 3 clusters Score -2042801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2042805.125000 Penalty: 4815.479492
	Iteration 82Q: 3 clusters Score -2042805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2042806.500000 Penalty: 4815.479492
	Iteration 83Q: 3 clusters Score -2042806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2042804.500000 Penalty: 4815.479492
	Iteration 84Q: 3 clusters Score -2042804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2042806.125000 Penalty: 4815.479492
	Iteration 85Q: 3 clusters Score -2042806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2042807.000000 Penalty: 4815.479492
	Iteration 86Q: 3 clusters Score -2042807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2042807.000000 Penalty: 4815.479492
	Iteration 87Q: 3 clusters Score -2042807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2042808.125000 Penalty: 4815.479492
	Iteration 88Q: 3 clusters Score -2042808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2042810.500000 Penalty: 4815.479492
	Iteration 89Q: 3 clusters Score -2042810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2042809.500000 Penalty: 4815.479492
	Iteration 90Q: 3 clusters Score -2042810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2042813.375000 Penalty: 4815.479492
	Iteration 91Q: 3 clusters Score -2042813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2042811.125000 Penalty: 4815.479492
	Iteration 92Q: 3 clusters Score -2042811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2042812.750000 Penalty: 4815.479492
	Iteration 93Q: 3 clusters Score -2042813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2042814.250000 Penalty: 4815.479492
	Iteration 94Q: 3 clusters Score -2042814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2042810.875000 Penalty: 4815.479492
	Iteration 95Q: 3 clusters Score -2042811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2042812.125000 Penalty: 4815.479492
	Iteration 96Q: 3 clusters Score -2042812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2042814.500000 Penalty: 4815.479492
	Iteration 97Q: 3 clusters Score -2042814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2042815.250000 Penalty: 4815.479492
	Iteration 98Q: 3 clusters Score -2042815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2042815.250000 Penalty: 4815.479492
	Iteration 99F: 3 clusters Score -2042815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Entering Unmasked Estep 
Score: -2152256.500000 Penalty: 2418.502197
	Iteration 0F: 2 clusters Score -2152256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2139884.250000 Penalty: 4837.004395
	Iteration 0F: 3 clusters Score -2139884 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2143979.750000 Penalty: 4837.004395
	Iteration 1F: 3 clusters Score -2143980 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2144347.500000 Penalty: 4837.004395
	Iteration 2F: 3 clusters Score -2144348 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2144694.500000 Penalty: 4837.004395
	Iteration 3Q: 3 clusters Score -2144694 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2145050.000000 Penalty: 4837.004395
	Iteration 4Q: 3 clusters Score -2145050 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2145436.250000 Penalty: 4837.004395
	Iteration 5Q: 3 clusters Score -2145436 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2145834.750000 Penalty: 4837.004395
	Iteration 6Q: 3 clusters Score -2145835 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2146331.750000 Penalty: 4837.004395
	Iteration 7Q: 3 clusters Score -2146332 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2146921.750000 Penalty: 4837.004395
	Iteration 8Q: 3 clusters Score -2146922 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2147468.500000 Penalty: 4837.004395
	Iteration 9F: 3 clusters Score -2147468 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2147934.250000 Penalty: 4837.004395
	Iteration 10Q: 3 clusters Score -2147934 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2148312.750000 Penalty: 4837.004395
	Iteration 11Q: 3 clusters Score -2148313 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2148593.750000 Penalty: 4837.004395
	Iteration 12Q: 3 clusters Score -2148594 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2148823.250000 Penalty: 4837.004395
	Iteration 13Q: 3 clusters Score -2148823 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2148970.750000 Penalty: 4837.004395
	Iteration 14Q: 3 clusters Score -2148971 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2149070.250000 Penalty: 4837.004395
	Iteration 15Q: 3 clusters Score -2149070 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2149114.000000 Penalty: 4837.004395
	Iteration 16Q: 3 clusters Score -2149114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2149149.250000 Penalty: 4837.004395
	Iteration 17Q: 3 clusters Score -2149149 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2149182.500000 Penalty: 4837.004395
	Iteration 18Q: 3 clusters Score -2149182 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2149193.750000 Penalty: 4837.004395
	Iteration 19Q: 3 clusters Score -2149194 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2149201.250000 Penalty: 4837.004395
	Iteration 20F: 3 clusters Score -2149201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2149213.000000 Penalty: 4837.004395
	Iteration 21Q: 3 clusters Score -2149213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2149216.750000 Penalty: 4837.004395
	Iteration 22Q: 3 clusters Score -2149217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2149222.750000 Penalty: 4837.004395
	Iteration 23Q: 3 clusters Score -2149223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2149226.750000 Penalty: 4837.004395
	Iteration 24Q: 3 clusters Score -2149227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2149232.750000 Penalty: 4837.004395
	Iteration 25Q: 3 clusters Score -2149233 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2149233.250000 Penalty: 4837.004395
	Iteration 26Q: 3 clusters Score -2149233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2149235.250000 Penalty: 4837.004395
	Iteration 27Q: 3 clusters Score -2149235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2149233.750000 Penalty: 4837.004395
	Iteration 28Q: 3 clusters Score -2149234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2149237.750000 Penalty: 4837.004395
	Iteration 29Q: 3 clusters Score -2149238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2149237.000000 Penalty: 4837.004395
	Iteration 30Q: 3 clusters Score -2149237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2149242.250000 Penalty: 4837.004395
	Iteration 31Q: 3 clusters Score -2149242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2149247.750000 Penalty: 4837.004395
	Iteration 32Q: 3 clusters Score -2149248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2149252.750000 Penalty: 4837.004395
	Iteration 33Q: 3 clusters Score -2149253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2149258.500000 Penalty: 4837.004395
	Iteration 34Q: 3 clusters Score -2149258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2149255.000000 Penalty: 4837.004395
	Iteration 35Q: 3 clusters Score -2149255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2149257.250000 Penalty: 4837.004395
	Iteration 36Q: 3 clusters Score -2149257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2149260.500000 Penalty: 4837.004395
	Iteration 37Q: 3 clusters Score -2149260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2149257.250000 Penalty: 4837.004395
	Iteration 38Q: 3 clusters Score -2149257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2149259.750000 Penalty: 4837.004395
	Iteration 39Q: 3 clusters Score -2149260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2149259.000000 Penalty: 4837.004395
	Iteration 40F: 3 clusters Score -2149259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2149260.500000 Penalty: 4837.004395
	Iteration 41Q: 3 clusters Score -2149260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2149266.500000 Penalty: 4837.004395
	Iteration 42Q: 3 clusters Score -2149266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2149270.750000 Penalty: 4837.004395
	Iteration 43Q: 3 clusters Score -2149271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2149271.750000 Penalty: 4837.004395
	Iteration 44Q: 3 clusters Score -2149272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2149273.250000 Penalty: 4837.004395
	Iteration 45Q: 3 clusters Score -2149273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2149272.000000 Penalty: 4837.004395
	Iteration 46Q: 3 clusters Score -2149272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2149271.750000 Penalty: 4837.004395
	Iteration 47Q: 3 clusters Score -2149272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2149273.750000 Penalty: 4837.004395
	Iteration 48Q: 3 clusters Score -2149274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2149274.750000 Penalty: 4837.004395
	Iteration 49Q: 3 clusters Score -2149275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2149271.500000 Penalty: 4837.004395
	Iteration 50Q: 3 clusters Score -2149272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2149272.250000 Penalty: 4837.004395
	Iteration 51Q: 3 clusters Score -2149272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2149272.000000 Penalty: 4837.004395
	Iteration 52Q: 3 clusters Score -2149272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2149273.500000 Penalty: 4837.004395
	Iteration 53Q: 3 clusters Score -2149274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2149273.750000 Penalty: 4837.004395
	Iteration 54Q: 3 clusters Score -2149274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2149273.000000 Penalty: 4837.004395
	Iteration 55Q: 3 clusters Score -2149273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2149273.250000 Penalty: 4837.004395
	Iteration 56Q: 3 clusters Score -2149273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2149273.250000 Penalty: 4837.004395
	Iteration 57F: 3 clusters Score -2149273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -468264.968750 Penalty: 2055.244629
	Iteration 0F: 2 clusters Score -468265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -464446.531250 Penalty: 4110.489258
	Iteration 0F: 3 clusters Score -464446.5 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -465288.531250 Penalty: 4110.489258
	Iteration 1F: 3 clusters Score -465288.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -465529.031250 Penalty: 4110.489258
	Iteration 2F: 3 clusters Score -465529 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -465758.968750 Penalty: 4110.489258
	Iteration 3F: 3 clusters Score -465759 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -466026.531250 Penalty: 4110.489258
	Iteration 4F: 3 clusters Score -466026.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -466405.125000 Penalty: 4110.489258
	Iteration 5F: 3 clusters Score -466405.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -466914.468750 Penalty: 4110.489258
	Iteration 6F: 3 clusters Score -466914.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -467357.750000 Penalty: 4110.489258
	Iteration 7F: 3 clusters Score -467357.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -467615.468750 Penalty: 4110.489258
	Iteration 8Q: 3 clusters Score -467615.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -467731.906250 Penalty: 4110.489258
	Iteration 9Q: 3 clusters Score -467731.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -467771.812500 Penalty: 4110.489258
	Iteration 10Q: 3 clusters Score -467771.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -467789.343750 Penalty: 4110.489258
	Iteration 11Q: 3 clusters Score -467789.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -467798.718750 Penalty: 4110.489258
	Iteration 12Q: 3 clusters Score -467798.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -467804.593750 Penalty: 4110.489258
	Iteration 13Q: 3 clusters Score -467804.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -467808.218750 Penalty: 4110.489258
	Iteration 14Q: 3 clusters Score -467808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -467812.875000 Penalty: 4110.489258
	Iteration 15Q: 3 clusters Score -467812.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -467814.937500 Penalty: 4110.489258
	Iteration 16Q: 3 clusters Score -467814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -467814.750000 Penalty: 4110.489258
	Iteration 17Q: 3 clusters Score -467814.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -467816.500000 Penalty: 4110.489258
	Iteration 18Q: 3 clusters Score -467816.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -467818.093750 Penalty: 4110.489258
	Iteration 19Q: 3 clusters Score -467818.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -467819.093750 Penalty: 4110.489258
	Iteration 20F: 3 clusters Score -467819.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -467818.781250 Penalty: 4110.489258
	Iteration 21Q: 3 clusters Score -467818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -467818.781250 Penalty: 4110.489258
	Iteration 22F: 3 clusters Score -467818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Entering Unmasked Estep 
Score: -655769.125000 Penalty: 2140.856201
	Iteration 0F: 2 clusters Score -655769.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -650855.437500 Penalty: 4281.712402
	Iteration 0F: 3 clusters Score -650855.4 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -652130.062500 Penalty: 4281.712402
	Iteration 1F: 3 clusters Score -652130.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -652451.000000 Penalty: 4281.712402
	Iteration 2F: 3 clusters Score -652451 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -652730.625000 Penalty: 4281.712402
	Iteration 3F: 3 clusters Score -652730.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -653073.062500 Penalty: 4281.712402
	Iteration 4F: 3 clusters Score -653073.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -653509.000000 Penalty: 4281.712402
	Iteration 5F: 3 clusters Score -653509 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -653961.437500 Penalty: 4281.712402
	Iteration 6F: 3 clusters Score -653961.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -654417.625000 Penalty: 4281.712402
	Iteration 7F: 3 clusters Score -654417.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -654722.812500 Penalty: 4281.712402
	Iteration 8F: 3 clusters Score -654722.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -654859.187500 Penalty: 4281.712402
	Iteration 9Q: 3 clusters Score -654859.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -654926.437500 Penalty: 4281.712402
	Iteration 10Q: 3 clusters Score -654926.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -654960.437500 Penalty: 4281.712402
	Iteration 11Q: 3 clusters Score -654960.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -654982.875000 Penalty: 4281.712402
	Iteration 12Q: 3 clusters Score -654982.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -654994.750000 Penalty: 4281.712402
	Iteration 13Q: 3 clusters Score -654994.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -655002.750000 Penalty: 4281.712402
	Iteration 14Q: 3 clusters Score -655002.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -655013.625000 Penalty: 4281.712402
	Iteration 15Q: 3 clusters Score -655013.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -655021.187500 Penalty: 4281.712402
	Iteration 16Q: 3 clusters Score -655021.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -655027.937500 Penalty: 4281.712402
	Iteration 17Q: 3 clusters Score -655027.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -655031.937500 Penalty: 4281.712402
	Iteration 18Q: 3 clusters Score -655031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -655038.187500 Penalty: 4281.712402
	Iteration 19Q: 3 clusters Score -655038.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -655043.062500 Penalty: 4281.712402
	Iteration 20F: 3 clusters Score -655043.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -655047.250000 Penalty: 4281.712402
	Iteration 21Q: 3 clusters Score -655047.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -655049.500000 Penalty: 4281.712402
	Iteration 22Q: 3 clusters Score -655049.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -655051.187500 Penalty: 4281.712402
	Iteration 23Q: 3 clusters Score -655051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -655051.375000 Penalty: 4281.712402
	Iteration 24Q: 3 clusters Score -655051.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -655051.062500 Penalty: 4281.712402
	Iteration 25Q: 3 clusters Score -655051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -655051.937500 Penalty: 4281.712402
	Iteration 26Q: 3 clusters Score -655051.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -655052.312500 Penalty: 4281.712402
	Iteration 27Q: 3 clusters Score -655052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -655052.250000 Penalty: 4281.712402
	Iteration 28Q: 3 clusters Score -655052.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -655054.062500 Penalty: 4281.712402
	Iteration 29Q: 3 clusters Score -655054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -655054.562500 Penalty: 4281.712402
	Iteration 30Q: 3 clusters Score -655054.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -655057.625000 Penalty: 4281.712402
	Iteration 31Q: 3 clusters Score -655057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -655059.250000 Penalty: 4281.712402
	Iteration 32Q: 3 clusters Score -655059.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -655061.562500 Penalty: 4281.712402
	Iteration 33Q: 3 clusters Score -655061.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -655064.187500 Penalty: 4281.712402
	Iteration 34Q: 3 clusters Score -655064.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -655071.437500 Penalty: 4281.712402
	Iteration 35Q: 3 clusters Score -655071.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -655080.687500 Penalty: 4281.712402
	Iteration 36Q: 3 clusters Score -655080.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -655084.000000 Penalty: 4281.712402
	Iteration 37Q: 3 clusters Score -655084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -655085.625000 Penalty: 4281.712402
	Iteration 38Q: 3 clusters Score -655085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -655086.750000 Penalty: 4281.712402
	Iteration 39Q: 3 clusters Score -655086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -655086.937500 Penalty: 4281.712402
	Iteration 40F: 3 clusters Score -655086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -655086.937500 Penalty: 4281.712402
	Iteration 41Q: 3 clusters Score -655086.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -655088.375000 Penalty: 4281.712402
	Iteration 42Q: 3 clusters Score -655088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -655091.125000 Penalty: 4281.712402
	Iteration 43Q: 3 clusters Score -655091.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -655092.437500 Penalty: 4281.712402
	Iteration 44Q: 3 clusters Score -655092.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -655093.750000 Penalty: 4281.712402
	Iteration 45Q: 3 clusters Score -655093.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -655098.000000 Penalty: 4281.712402
	Iteration 46Q: 3 clusters Score -655098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -655101.875000 Penalty: 4281.712402
	Iteration 47Q: 3 clusters Score -655101.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -655106.062500 Penalty: 4281.712402
	Iteration 48Q: 3 clusters Score -655106.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -655105.375000 Penalty: 4281.712402
	Iteration 49Q: 3 clusters Score -655105.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -655110.000000 Penalty: 4281.712402
	Iteration 50Q: 3 clusters Score -655110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -655115.125000 Penalty: 4281.712402
	Iteration 51Q: 3 clusters Score -655115.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -655118.937500 Penalty: 4281.712402
	Iteration 52Q: 3 clusters Score -655118.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -655124.500000 Penalty: 4281.712402
	Iteration 53Q: 3 clusters Score -655124.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -655126.187500 Penalty: 4281.712402
	Iteration 54Q: 3 clusters Score -655126.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -655129.000000 Penalty: 4281.712402
	Iteration 55Q: 3 clusters Score -655129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -655129.562500 Penalty: 4281.712402
	Iteration 56Q: 3 clusters Score -655129.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -655130.875000 Penalty: 4281.712402
	Iteration 57Q: 3 clusters Score -655130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -655130.875000 Penalty: 4281.712402
	Iteration 58F: 3 clusters Score -655130.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Entering Unmasked Estep 
Score: -85726.593750 Penalty: 1689.734253
	Iteration 0F: 2 clusters Score -85726.59 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 482 members 
Entering Unmasked Estep 
Score: -83991.703125 Penalty: 3379.468506
	Iteration 0F: 3 clusters Score -83991.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -84540.539062 Penalty: 3379.468506
	Iteration 1F: 3 clusters Score -84540.54 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84991.210938 Penalty: 3379.468506
	Iteration 2F: 3 clusters Score -84991.21 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85513.273438 Penalty: 3379.468506
	Iteration 3F: 3 clusters Score -85513.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85817.695312 Penalty: 3379.468506
	Iteration 4F: 3 clusters Score -85817.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85999.562500 Penalty: 3379.468506
	Iteration 5F: 3 clusters Score -85999.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86056.453125 Penalty: 3379.468506
	Iteration 6Q: 3 clusters Score -86056.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86090.335938 Penalty: 3379.468506
	Iteration 7Q: 3 clusters Score -86090.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86122.820312 Penalty: 3379.468506
	Iteration 8Q: 3 clusters Score -86122.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86134.414062 Penalty: 3379.468506
	Iteration 9Q: 3 clusters Score -86134.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -86138.578125 Penalty: 3379.468506
	Iteration 10Q: 3 clusters Score -86138.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86140.437500 Penalty: 3379.468506
	Iteration 11Q: 3 clusters Score -86140.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86140.437500 Penalty: 3379.468506
	Iteration 12F: 3 clusters Score -86140.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 7788 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 7148 members 
Mstep: Class 28 contains 27785 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7927 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 6299 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20691 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Entering Unmasked Estep 
Score: -154490112.000000 Penalty: 220110.140625
Splitting cluster 16 changes total score from -154488224.000000 to -154490112.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 17 (7982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Entering Unmasked Estep 
Score: -990867.812500 Penalty: 2228.266113
	Iteration 0F: 2 clusters Score -990867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -984434.250000 Penalty: 4456.532227
	Iteration 0F: 3 clusters Score -984434.2 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -986151.437500 Penalty: 4456.532227
	Iteration 1F: 3 clusters Score -986151.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -986469.500000 Penalty: 4456.532227
	Iteration 2F: 3 clusters Score -986469.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -986728.125000 Penalty: 4456.532227
	Iteration 3F: 3 clusters Score -986728.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -986962.250000 Penalty: 4456.532227
	Iteration 4Q: 3 clusters Score -986962.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -987176.875000 Penalty: 4456.532227
	Iteration 5Q: 3 clusters Score -987176.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -987413.625000 Penalty: 4456.532227
	Iteration 6Q: 3 clusters Score -987413.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -987654.750000 Penalty: 4456.532227
	Iteration 7Q: 3 clusters Score -987654.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -987894.500000 Penalty: 4456.532227
	Iteration 8Q: 3 clusters Score -987894.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -988109.687500 Penalty: 4456.532227
	Iteration 9Q: 3 clusters Score -988109.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -988291.250000 Penalty: 4456.532227
	Iteration 10Q: 3 clusters Score -988291.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -988470.187500 Penalty: 4456.532227
	Iteration 11Q: 3 clusters Score -988470.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -988617.687500 Penalty: 4456.532227
	Iteration 12Q: 3 clusters Score -988617.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -988725.812500 Penalty: 4456.532227
	Iteration 13Q: 3 clusters Score -988725.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -988821.875000 Penalty: 4456.532227
	Iteration 14Q: 3 clusters Score -988821.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -988908.187500 Penalty: 4456.532227
	Iteration 15Q: 3 clusters Score -988908.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -988986.250000 Penalty: 4456.532227
	Iteration 16Q: 3 clusters Score -988986.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -989068.812500 Penalty: 4456.532227
	Iteration 17Q: 3 clusters Score -989068.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -989152.687500 Penalty: 4456.532227
	Iteration 18Q: 3 clusters Score -989152.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -989226.937500 Penalty: 4456.532227
	Iteration 19Q: 3 clusters Score -989226.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -989296.187500 Penalty: 4456.532227
	Iteration 20F: 3 clusters Score -989296.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -989345.312500 Penalty: 4456.532227
	Iteration 21Q: 3 clusters Score -989345.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -989382.937500 Penalty: 4456.532227
	Iteration 22Q: 3 clusters Score -989382.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -989400.312500 Penalty: 4456.532227
	Iteration 23Q: 3 clusters Score -989400.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -989415.812500 Penalty: 4456.532227
	Iteration 24Q: 3 clusters Score -989415.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -989428.375000 Penalty: 4456.532227
	Iteration 25Q: 3 clusters Score -989428.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -989440.312500 Penalty: 4456.532227
	Iteration 26Q: 3 clusters Score -989440.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -989446.750000 Penalty: 4456.532227
	Iteration 27Q: 3 clusters Score -989446.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -989452.875000 Penalty: 4456.532227
	Iteration 28Q: 3 clusters Score -989452.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -989461.000000 Penalty: 4456.532227
	Iteration 29Q: 3 clusters Score -989461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -989465.500000 Penalty: 4456.532227
	Iteration 30Q: 3 clusters Score -989465.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -989469.000000 Penalty: 4456.532227
	Iteration 31Q: 3 clusters Score -989469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -989472.125000 Penalty: 4456.532227
	Iteration 32Q: 3 clusters Score -989472.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -989477.500000 Penalty: 4456.532227
	Iteration 33Q: 3 clusters Score -989477.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -989477.562500 Penalty: 4456.532227
	Iteration 34Q: 3 clusters Score -989477.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -989476.312500 Penalty: 4456.532227
	Iteration 35Q: 3 clusters Score -989476.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -989479.000000 Penalty: 4456.532227
	Iteration 36Q: 3 clusters Score -989479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -989478.687500 Penalty: 4456.532227
	Iteration 37Q: 3 clusters Score -989478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -989478.812500 Penalty: 4456.532227
	Iteration 38Q: 3 clusters Score -989478.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -989482.937500 Penalty: 4456.532227
	Iteration 39Q: 3 clusters Score -989482.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -989485.625000 Penalty: 4456.532227
	Iteration 40F: 3 clusters Score -989485.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -989486.625000 Penalty: 4456.532227
	Iteration 41Q: 3 clusters Score -989486.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -989488.375000 Penalty: 4456.532227
	Iteration 42Q: 3 clusters Score -989488.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -989495.500000 Penalty: 4456.532227
	Iteration 43Q: 3 clusters Score -989495.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -989496.750000 Penalty: 4456.532227
	Iteration 44Q: 3 clusters Score -989496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -989499.750000 Penalty: 4456.532227
	Iteration 45Q: 3 clusters Score -989499.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -989501.875000 Penalty: 4456.532227
	Iteration 46Q: 3 clusters Score -989501.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -989502.187500 Penalty: 4456.532227
	Iteration 47Q: 3 clusters Score -989502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -989502.875000 Penalty: 4456.532227
	Iteration 48Q: 3 clusters Score -989502.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -989505.812500 Penalty: 4456.532227
	Iteration 49Q: 3 clusters Score -989505.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -989506.125000 Penalty: 4456.532227
	Iteration 50Q: 3 clusters Score -989506.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -989507.125000 Penalty: 4456.532227
	Iteration 51Q: 3 clusters Score -989507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -989506.812500 Penalty: 4456.532227
	Iteration 52Q: 3 clusters Score -989506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -989507.812500 Penalty: 4456.532227
	Iteration 53Q: 3 clusters Score -989507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -989507.812500 Penalty: 4456.532227
	Iteration 54F: 3 clusters Score -989507.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Entering Unmasked Estep 
Score: -2345878.250000 Penalty: 2452.001709
	Iteration 0F: 2 clusters Score -2345878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2331998.000000 Penalty: 4904.003418
	Iteration 0F: 3 clusters Score -2331998 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2337155.750000 Penalty: 4904.003418
	Iteration 1F: 3 clusters Score -2337156 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2338223.250000 Penalty: 4904.003418
	Iteration 2F: 3 clusters Score -2338223 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2339483.750000 Penalty: 4904.003418
	Iteration 3F: 3 clusters Score -2339484 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2340831.250000 Penalty: 4904.003418
	Iteration 4F: 3 clusters Score -2340831 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2341930.750000 Penalty: 4904.003418
	Iteration 5F: 3 clusters Score -2341931 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2342651.000000 Penalty: 4904.003418
	Iteration 6F: 3 clusters Score -2342651 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2343192.250000 Penalty: 4904.003418
	Iteration 7Q: 3 clusters Score -2343192 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2343668.750000 Penalty: 4904.003418
	Iteration 8Q: 3 clusters Score -2343669 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2344051.500000 Penalty: 4904.003418
	Iteration 9Q: 3 clusters Score -2344052 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2344310.500000 Penalty: 4904.003418
	Iteration 10Q: 3 clusters Score -2344310 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2344510.250000 Penalty: 4904.003418
	Iteration 11Q: 3 clusters Score -2344510 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2344654.250000 Penalty: 4904.003418
	Iteration 12Q: 3 clusters Score -2344654 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2344755.000000 Penalty: 4904.003418
	Iteration 13Q: 3 clusters Score -2344755 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2344794.000000 Penalty: 4904.003418
	Iteration 14Q: 3 clusters Score -2344794 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2344838.250000 Penalty: 4904.003418
	Iteration 15Q: 3 clusters Score -2344838 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2344864.250000 Penalty: 4904.003418
	Iteration 16Q: 3 clusters Score -2344864 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2344894.000000 Penalty: 4904.003418
	Iteration 17Q: 3 clusters Score -2344894 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2344900.750000 Penalty: 4904.003418
	Iteration 18Q: 3 clusters Score -2344901 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2344916.250000 Penalty: 4904.003418
	Iteration 19Q: 3 clusters Score -2344916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2344931.000000 Penalty: 4904.003418
	Iteration 20F: 3 clusters Score -2344931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2344937.500000 Penalty: 4904.003418
	Iteration 21Q: 3 clusters Score -2344938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2344938.500000 Penalty: 4904.003418
	Iteration 22Q: 3 clusters Score -2344938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2344940.750000 Penalty: 4904.003418
	Iteration 23Q: 3 clusters Score -2344941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2344940.500000 Penalty: 4904.003418
	Iteration 24Q: 3 clusters Score -2344940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2344945.250000 Penalty: 4904.003418
	Iteration 25Q: 3 clusters Score -2344945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2344938.000000 Penalty: 4904.003418
	Iteration 26Q: 3 clusters Score -2344938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2344941.500000 Penalty: 4904.003418
	Iteration 27Q: 3 clusters Score -2344942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2344937.750000 Penalty: 4904.003418
	Iteration 28Q: 3 clusters Score -2344938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2344937.500000 Penalty: 4904.003418
	Iteration 29Q: 3 clusters Score -2344938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2344941.750000 Penalty: 4904.003418
	Iteration 30Q: 3 clusters Score -2344942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2344939.500000 Penalty: 4904.003418
	Iteration 31Q: 3 clusters Score -2344940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2344940.250000 Penalty: 4904.003418
	Iteration 32Q: 3 clusters Score -2344940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2344943.000000 Penalty: 4904.003418
	Iteration 33Q: 3 clusters Score -2344943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2344943.000000 Penalty: 4904.003418
	Iteration 34Q: 3 clusters Score -2344943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2344943.000000 Penalty: 4904.003418
	Iteration 35F: 3 clusters Score -2344943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Entering Unmasked Estep 
Score: -501614.500000 Penalty: 2078.296387
	Iteration 0F: 2 clusters Score -501614.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -497585.468750 Penalty: 4156.592773
	Iteration 0F: 3 clusters Score -497585.5 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -498789.937500 Penalty: 4156.592773
	Iteration 1F: 3 clusters Score -498789.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -499681.468750 Penalty: 4156.592773
	Iteration 2F: 3 clusters Score -499681.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -500596.125000 Penalty: 4156.592773
	Iteration 3F: 3 clusters Score -500596.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -501311.000000 Penalty: 4156.592773
	Iteration 4F: 3 clusters Score -501311 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -501963.468750 Penalty: 4156.592773
	Iteration 5F: 3 clusters Score -501963.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -502448.250000 Penalty: 4156.592773
	Iteration 6F: 3 clusters Score -502448.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -502723.593750 Penalty: 4156.592773
	Iteration 7Q: 3 clusters Score -502723.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -502886.125000 Penalty: 4156.592773
	Iteration 8Q: 3 clusters Score -502886.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -502999.156250 Penalty: 4156.592773
	Iteration 9Q: 3 clusters Score -502999.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -503051.343750 Penalty: 4156.592773
	Iteration 10Q: 3 clusters Score -503051.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -503090.875000 Penalty: 4156.592773
	Iteration 11Q: 3 clusters Score -503090.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -503129.406250 Penalty: 4156.592773
	Iteration 12Q: 3 clusters Score -503129.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -503144.343750 Penalty: 4156.592773
	Iteration 13Q: 3 clusters Score -503144.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -503157.468750 Penalty: 4156.592773
	Iteration 14Q: 3 clusters Score -503157.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -503166.062500 Penalty: 4156.592773
	Iteration 15Q: 3 clusters Score -503166.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -503172.125000 Penalty: 4156.592773
	Iteration 16Q: 3 clusters Score -503172.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -503177.562500 Penalty: 4156.592773
	Iteration 17Q: 3 clusters Score -503177.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -503180.312500 Penalty: 4156.592773
	Iteration 18Q: 3 clusters Score -503180.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -503184.812500 Penalty: 4156.592773
	Iteration 19Q: 3 clusters Score -503184.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -503189.593750 Penalty: 4156.592773
	Iteration 20F: 3 clusters Score -503189.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -503192.187500 Penalty: 4156.592773
	Iteration 21Q: 3 clusters Score -503192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -503192.375000 Penalty: 4156.592773
	Iteration 22Q: 3 clusters Score -503192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -503191.781250 Penalty: 4156.592773
	Iteration 23Q: 3 clusters Score -503191.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -503192.843750 Penalty: 4156.592773
	Iteration 24Q: 3 clusters Score -503192.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -503192.843750 Penalty: 4156.592773
	Iteration 25F: 3 clusters Score -503192.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 7788 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 7148 members 
Mstep: Class 28 contains 27785 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7927 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 6299 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20691 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 1652 members 
Entering Unmasked Estep 
Score: -154490208.000000 Penalty: 223603.953125
Splitting cluster 19 changes total score from -154488224.000000 to -154490208.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 20 (7788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Entering Unmasked Estep 
Score: -909860.875000 Penalty: 2222.164307
	Iteration 0F: 2 clusters Score -909860.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -903600.375000 Penalty: 4444.328613
	Iteration 0F: 3 clusters Score -903600.4 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -905572.375000 Penalty: 4444.328613
	Iteration 1F: 3 clusters Score -905572.4 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -906342.187500 Penalty: 4444.328613
	Iteration 2F: 3 clusters Score -906342.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -907249.000000 Penalty: 4444.328613
	Iteration 3F: 3 clusters Score -907249 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -908000.000000 Penalty: 4444.328613
	Iteration 4F: 3 clusters Score -908000 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -908451.500000 Penalty: 4444.328613
	Iteration 5F: 3 clusters Score -908451.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -908729.125000 Penalty: 4444.328613
	Iteration 6F: 3 clusters Score -908729.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -908887.750000 Penalty: 4444.328613
	Iteration 7Q: 3 clusters Score -908887.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -909004.750000 Penalty: 4444.328613
	Iteration 8Q: 3 clusters Score -909004.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -909111.375000 Penalty: 4444.328613
	Iteration 9Q: 3 clusters Score -909111.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -909230.250000 Penalty: 4444.328613
	Iteration 10Q: 3 clusters Score -909230.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -909346.875000 Penalty: 4444.328613
	Iteration 11Q: 3 clusters Score -909346.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -909476.625000 Penalty: 4444.328613
	Iteration 12Q: 3 clusters Score -909476.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -909612.125000 Penalty: 4444.328613
	Iteration 13Q: 3 clusters Score -909612.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -909752.625000 Penalty: 4444.328613
	Iteration 14Q: 3 clusters Score -909752.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -909865.875000 Penalty: 4444.328613
	Iteration 15Q: 3 clusters Score -909865.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -909923.312500 Penalty: 4444.328613
	Iteration 16Q: 3 clusters Score -909923.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -909967.437500 Penalty: 4444.328613
	Iteration 17Q: 3 clusters Score -909967.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -909993.375000 Penalty: 4444.328613
	Iteration 18Q: 3 clusters Score -909993.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -910008.062500 Penalty: 4444.328613
	Iteration 19Q: 3 clusters Score -910008.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -910020.187500 Penalty: 4444.328613
	Iteration 20F: 3 clusters Score -910020.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -910024.125000 Penalty: 4444.328613
	Iteration 21Q: 3 clusters Score -910024.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -910030.062500 Penalty: 4444.328613
	Iteration 22Q: 3 clusters Score -910030.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -910031.812500 Penalty: 4444.328613
	Iteration 23Q: 3 clusters Score -910031.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -910040.687500 Penalty: 4444.328613
	Iteration 24Q: 3 clusters Score -910040.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -910045.000000 Penalty: 4444.328613
	Iteration 25Q: 3 clusters Score -910045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -910049.000000 Penalty: 4444.328613
	Iteration 26Q: 3 clusters Score -910049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -910048.812500 Penalty: 4444.328613
	Iteration 27Q: 3 clusters Score -910048.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -910051.375000 Penalty: 4444.328613
	Iteration 28Q: 3 clusters Score -910051.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -910050.812500 Penalty: 4444.328613
	Iteration 29Q: 3 clusters Score -910050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -910053.000000 Penalty: 4444.328613
	Iteration 30Q: 3 clusters Score -910053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -910054.625000 Penalty: 4444.328613
	Iteration 31Q: 3 clusters Score -910054.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -910054.562500 Penalty: 4444.328613
	Iteration 32Q: 3 clusters Score -910054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -910053.812500 Penalty: 4444.328613
	Iteration 33Q: 3 clusters Score -910053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -910055.625000 Penalty: 4444.328613
	Iteration 34Q: 3 clusters Score -910055.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -910056.625000 Penalty: 4444.328613
	Iteration 35Q: 3 clusters Score -910056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -910058.187500 Penalty: 4444.328613
	Iteration 36Q: 3 clusters Score -910058.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -910055.687500 Penalty: 4444.328613
	Iteration 37Q: 3 clusters Score -910055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -910056.125000 Penalty: 4444.328613
	Iteration 38Q: 3 clusters Score -910056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -910056.375000 Penalty: 4444.328613
	Iteration 39Q: 3 clusters Score -910056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -910057.250000 Penalty: 4444.328613
	Iteration 40F: 3 clusters Score -910057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -910058.625000 Penalty: 4444.328613
	Iteration 41Q: 3 clusters Score -910058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -910059.750000 Penalty: 4444.328613
	Iteration 42Q: 3 clusters Score -910059.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -910060.687500 Penalty: 4444.328613
	Iteration 43Q: 3 clusters Score -910060.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -910061.312500 Penalty: 4444.328613
	Iteration 44Q: 3 clusters Score -910061.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -910061.937500 Penalty: 4444.328613
	Iteration 45Q: 3 clusters Score -910061.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -910068.875000 Penalty: 4444.328613
	Iteration 46Q: 3 clusters Score -910068.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -910074.937500 Penalty: 4444.328613
	Iteration 47Q: 3 clusters Score -910074.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -910078.750000 Penalty: 4444.328613
	Iteration 48Q: 3 clusters Score -910078.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -910080.937500 Penalty: 4444.328613
	Iteration 49Q: 3 clusters Score -910080.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -910085.625000 Penalty: 4444.328613
	Iteration 50Q: 3 clusters Score -910085.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -910091.375000 Penalty: 4444.328613
	Iteration 51Q: 3 clusters Score -910091.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -910098.750000 Penalty: 4444.328613
	Iteration 52Q: 3 clusters Score -910098.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -910109.625000 Penalty: 4444.328613
	Iteration 53Q: 3 clusters Score -910109.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -910120.000000 Penalty: 4444.328613
	Iteration 54Q: 3 clusters Score -910120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -910129.000000 Penalty: 4444.328613
	Iteration 55Q: 3 clusters Score -910129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -910138.750000 Penalty: 4444.328613
	Iteration 56Q: 3 clusters Score -910138.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -910149.312500 Penalty: 4444.328613
	Iteration 57Q: 3 clusters Score -910149.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -910154.125000 Penalty: 4444.328613
	Iteration 58Q: 3 clusters Score -910154.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -910160.812500 Penalty: 4444.328613
	Iteration 59Q: 3 clusters Score -910160.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -910166.625000 Penalty: 4444.328613
	Iteration 60F: 3 clusters Score -910166.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -910171.312500 Penalty: 4444.328613
	Iteration 61Q: 3 clusters Score -910171.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -910175.375000 Penalty: 4444.328613
	Iteration 62Q: 3 clusters Score -910175.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -910178.687500 Penalty: 4444.328613
	Iteration 63Q: 3 clusters Score -910178.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -910180.562500 Penalty: 4444.328613
	Iteration 64Q: 3 clusters Score -910180.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -910183.750000 Penalty: 4444.328613
	Iteration 65Q: 3 clusters Score -910183.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -910186.437500 Penalty: 4444.328613
	Iteration 66Q: 3 clusters Score -910186.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -910187.500000 Penalty: 4444.328613
	Iteration 67Q: 3 clusters Score -910187.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -910192.500000 Penalty: 4444.328613
	Iteration 68Q: 3 clusters Score -910192.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -910193.375000 Penalty: 4444.328613
	Iteration 69Q: 3 clusters Score -910193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -910193.625000 Penalty: 4444.328613
	Iteration 70Q: 3 clusters Score -910193.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -910194.375000 Penalty: 4444.328613
	Iteration 71Q: 3 clusters Score -910194.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -910196.250000 Penalty: 4444.328613
	Iteration 72Q: 3 clusters Score -910196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -910199.000000 Penalty: 4444.328613
	Iteration 73Q: 3 clusters Score -910199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -910199.437500 Penalty: 4444.328613
	Iteration 74Q: 3 clusters Score -910199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -910202.937500 Penalty: 4444.328613
	Iteration 75Q: 3 clusters Score -910202.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -910203.500000 Penalty: 4444.328613
	Iteration 76Q: 3 clusters Score -910203.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -910203.687500 Penalty: 4444.328613
	Iteration 77Q: 3 clusters Score -910203.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -910206.062500 Penalty: 4444.328613
	Iteration 78Q: 3 clusters Score -910206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -910208.062500 Penalty: 4444.328613
	Iteration 79Q: 3 clusters Score -910208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -910207.750000 Penalty: 4444.328613
	Iteration 80F: 3 clusters Score -910207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -910208.000000 Penalty: 4444.328613
	Iteration 81Q: 3 clusters Score -910208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -910207.687500 Penalty: 4444.328613
	Iteration 82Q: 3 clusters Score -910207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -910207.687500 Penalty: 4444.328613
	Iteration 83F: 3 clusters Score -910207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 7148 members 
Mstep: Class 28 contains 27785 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7927 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 6299 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20691 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 1652 members 
Mstep: Class 65 contains 3481 members 
Entering Unmasked Estep 
Score: -154489088.000000 Penalty: 227097.765625
Splitting cluster 20 changes total score from -154488224.000000 to -154489088.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 21 (3919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Entering Unmasked Estep 
Score: -476477.812500 Penalty: 2051.850830
	Iteration 0F: 2 clusters Score -476477.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -472622.687500 Penalty: 4103.701660
	Iteration 0F: 3 clusters Score -472622.7 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -473532.875000 Penalty: 4103.701660
	Iteration 1F: 3 clusters Score -473532.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -473727.906250 Penalty: 4103.701660
	Iteration 2F: 3 clusters Score -473727.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -473834.093750 Penalty: 4103.701660
	Iteration 3Q: 3 clusters Score -473834.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -473909.187500 Penalty: 4103.701660
	Iteration 4Q: 3 clusters Score -473909.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -473960.218750 Penalty: 4103.701660
	Iteration 5Q: 3 clusters Score -473960.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -474006.218750 Penalty: 4103.701660
	Iteration 6Q: 3 clusters Score -474006.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -474049.218750 Penalty: 4103.701660
	Iteration 7Q: 3 clusters Score -474049.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -474089.406250 Penalty: 4103.701660
	Iteration 8Q: 3 clusters Score -474089.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -474121.625000 Penalty: 4103.701660
	Iteration 9Q: 3 clusters Score -474121.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -474148.156250 Penalty: 4103.701660
	Iteration 10Q: 3 clusters Score -474148.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -474168.812500 Penalty: 4103.701660
	Iteration 11Q: 3 clusters Score -474168.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -474188.031250 Penalty: 4103.701660
	Iteration 12Q: 3 clusters Score -474188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -474208.468750 Penalty: 4103.701660
	Iteration 13Q: 3 clusters Score -474208.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -474225.812500 Penalty: 4103.701660
	Iteration 14Q: 3 clusters Score -474225.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -474242.906250 Penalty: 4103.701660
	Iteration 15Q: 3 clusters Score -474242.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -474260.343750 Penalty: 4103.701660
	Iteration 16Q: 3 clusters Score -474260.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -474275.562500 Penalty: 4103.701660
	Iteration 17Q: 3 clusters Score -474275.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -474286.062500 Penalty: 4103.701660
	Iteration 18Q: 3 clusters Score -474286.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -474296.875000 Penalty: 4103.701660
	Iteration 19Q: 3 clusters Score -474296.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -474309.500000 Penalty: 4103.701660
	Iteration 20F: 3 clusters Score -474309.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -474329.125000 Penalty: 4103.701660
	Iteration 21Q: 3 clusters Score -474329.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -474344.531250 Penalty: 4103.701660
	Iteration 22Q: 3 clusters Score -474344.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -474359.656250 Penalty: 4103.701660
	Iteration 23Q: 3 clusters Score -474359.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -474375.375000 Penalty: 4103.701660
	Iteration 24Q: 3 clusters Score -474375.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -474390.281250 Penalty: 4103.701660
	Iteration 25Q: 3 clusters Score -474390.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -474408.218750 Penalty: 4103.701660
	Iteration 26Q: 3 clusters Score -474408.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -474421.781250 Penalty: 4103.701660
	Iteration 27Q: 3 clusters Score -474421.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -474430.687500 Penalty: 4103.701660
	Iteration 28Q: 3 clusters Score -474430.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -474442.343750 Penalty: 4103.701660
	Iteration 29Q: 3 clusters Score -474442.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -474454.031250 Penalty: 4103.701660
	Iteration 30Q: 3 clusters Score -474454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -474465.812500 Penalty: 4103.701660
	Iteration 31Q: 3 clusters Score -474465.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -474477.343750 Penalty: 4103.701660
	Iteration 32Q: 3 clusters Score -474477.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -474487.218750 Penalty: 4103.701660
	Iteration 33Q: 3 clusters Score -474487.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -474498.812500 Penalty: 4103.701660
	Iteration 34Q: 3 clusters Score -474498.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -474510.031250 Penalty: 4103.701660
	Iteration 35Q: 3 clusters Score -474510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -474523.812500 Penalty: 4103.701660
	Iteration 36Q: 3 clusters Score -474523.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -474539.000000 Penalty: 4103.701660
	Iteration 37Q: 3 clusters Score -474539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -474548.718750 Penalty: 4103.701660
	Iteration 38Q: 3 clusters Score -474548.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -474563.312500 Penalty: 4103.701660
	Iteration 39Q: 3 clusters Score -474563.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -474581.625000 Penalty: 4103.701660
	Iteration 40F: 3 clusters Score -474581.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -474597.468750 Penalty: 4103.701660
	Iteration 41Q: 3 clusters Score -474597.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -474604.781250 Penalty: 4103.701660
	Iteration 42Q: 3 clusters Score -474604.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -474614.062500 Penalty: 4103.701660
	Iteration 43Q: 3 clusters Score -474614.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -474624.937500 Penalty: 4103.701660
	Iteration 44Q: 3 clusters Score -474624.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -474639.468750 Penalty: 4103.701660
	Iteration 45Q: 3 clusters Score -474639.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -474655.250000 Penalty: 4103.701660
	Iteration 46Q: 3 clusters Score -474655.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -474669.312500 Penalty: 4103.701660
	Iteration 47Q: 3 clusters Score -474669.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -474683.031250 Penalty: 4103.701660
	Iteration 48Q: 3 clusters Score -474683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -474692.093750 Penalty: 4103.701660
	Iteration 49Q: 3 clusters Score -474692.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -474701.156250 Penalty: 4103.701660
	Iteration 50Q: 3 clusters Score -474701.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -474711.906250 Penalty: 4103.701660
	Iteration 51Q: 3 clusters Score -474711.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -474719.437500 Penalty: 4103.701660
	Iteration 52Q: 3 clusters Score -474719.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -474727.750000 Penalty: 4103.701660
	Iteration 53Q: 3 clusters Score -474727.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -474739.500000 Penalty: 4103.701660
	Iteration 54Q: 3 clusters Score -474739.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -474749.937500 Penalty: 4103.701660
	Iteration 55Q: 3 clusters Score -474749.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -474755.593750 Penalty: 4103.701660
	Iteration 56Q: 3 clusters Score -474755.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -474760.093750 Penalty: 4103.701660
	Iteration 57Q: 3 clusters Score -474760.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -474764.343750 Penalty: 4103.701660
	Iteration 58Q: 3 clusters Score -474764.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -474769.500000 Penalty: 4103.701660
	Iteration 59Q: 3 clusters Score -474769.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -474771.750000 Penalty: 4103.701660
	Iteration 60F: 3 clusters Score -474771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -474774.875000 Penalty: 4103.701660
	Iteration 61Q: 3 clusters Score -474774.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -474776.093750 Penalty: 4103.701660
	Iteration 62Q: 3 clusters Score -474776.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -474777.843750 Penalty: 4103.701660
	Iteration 63Q: 3 clusters Score -474777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -474780.468750 Penalty: 4103.701660
	Iteration 64Q: 3 clusters Score -474780.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -474783.156250 Penalty: 4103.701660
	Iteration 65Q: 3 clusters Score -474783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -474784.750000 Penalty: 4103.701660
	Iteration 66Q: 3 clusters Score -474784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -474784.875000 Penalty: 4103.701660
	Iteration 67Q: 3 clusters Score -474784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -474785.375000 Penalty: 4103.701660
	Iteration 68Q: 3 clusters Score -474785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -474786.937500 Penalty: 4103.701660
	Iteration 69Q: 3 clusters Score -474786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -474788.531250 Penalty: 4103.701660
	Iteration 70Q: 3 clusters Score -474788.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -474788.531250 Penalty: 4103.701660
	Iteration 71F: 3 clusters Score -474788.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (96516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96516 members 
Entering Unmasked Estep 
Score: -11721900.000000 Penalty: 2846.410889
	Iteration 0F: 2 clusters Score -1.17219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -11657801.000000 Penalty: 5692.821777
	Iteration 0F: 3 clusters Score -1.16578e+07 nChanged 45322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -11683204.000000 Penalty: 5692.821777
	Iteration 1F: 3 clusters Score -1.16832e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -11683777.000000 Penalty: 5692.821777
	Iteration 2Q: 3 clusters Score -1.168378e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -11684437.000000 Penalty: 5692.821777
	Iteration 3Q: 3 clusters Score -1.168444e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -11685306.000000 Penalty: 5692.821777
	Iteration 4Q: 3 clusters Score -1.168531e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -11686448.000000 Penalty: 5692.821777
	Iteration 5Q: 3 clusters Score -1.168645e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -11688247.000000 Penalty: 5692.821777
	Iteration 6Q: 3 clusters Score -1.168825e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -11691183.000000 Penalty: 5692.821777
	Iteration 7F: 3 clusters Score -1.169118e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -11695603.000000 Penalty: 5692.821777
	Iteration 8F: 3 clusters Score -1.16956e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -11701186.000000 Penalty: 5692.821777
	Iteration 9F: 3 clusters Score -1.170119e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80372 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -11706787.000000 Penalty: 5692.821777
	Iteration 10F: 3 clusters Score -1.170679e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -11711023.000000 Penalty: 5692.821777
	Iteration 11F: 3 clusters Score -1.171102e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88238 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -11713851.000000 Penalty: 5692.821777
	Iteration 12Q: 3 clusters Score -1.171385e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90437 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -11715596.000000 Penalty: 5692.821777
	Iteration 13Q: 3 clusters Score -1.17156e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -11716773.000000 Penalty: 5692.821777
	Iteration 14Q: 3 clusters Score -1.171677e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -11717602.000000 Penalty: 5692.821777
	Iteration 15Q: 3 clusters Score -1.17176e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93958 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -11718203.000000 Penalty: 5692.821777
	Iteration 16Q: 3 clusters Score -1.17182e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94524 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -11718585.000000 Penalty: 5692.821777
	Iteration 17Q: 3 clusters Score -1.171858e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -11718890.000000 Penalty: 5692.821777
	Iteration 18Q: 3 clusters Score -1.171889e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -11719084.000000 Penalty: 5692.821777
	Iteration 19Q: 3 clusters Score -1.171908e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11719198.000000 Penalty: 5692.821777
	Iteration 20F: 3 clusters Score -1.17192e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95523 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11719266.000000 Penalty: 5692.821777
	Iteration 21Q: 3 clusters Score -1.171927e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95608 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11719334.000000 Penalty: 5692.821777
	Iteration 22Q: 3 clusters Score -1.171933e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11719362.000000 Penalty: 5692.821777
	Iteration 23Q: 3 clusters Score -1.171936e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95697 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11719391.000000 Penalty: 5692.821777
	Iteration 24Q: 3 clusters Score -1.171939e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95734 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11719418.000000 Penalty: 5692.821777
	Iteration 25Q: 3 clusters Score -1.171942e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95766 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11719445.000000 Penalty: 5692.821777
	Iteration 26Q: 3 clusters Score -1.171944e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11719455.000000 Penalty: 5692.821777
	Iteration 27Q: 3 clusters Score -1.171946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11719491.000000 Penalty: 5692.821777
	Iteration 28Q: 3 clusters Score -1.171949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95828 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11719495.000000 Penalty: 5692.821777
	Iteration 29Q: 3 clusters Score -1.17195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95843 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -11719489.000000 Penalty: 5692.821777
	Iteration 30Q: 3 clusters Score -1.171949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95849 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -11719500.000000 Penalty: 5692.821777
	Iteration 31Q: 3 clusters Score -1.17195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95851 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11719502.000000 Penalty: 5692.821777
	Iteration 32Q: 3 clusters Score -1.17195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11719519.000000 Penalty: 5692.821777
	Iteration 33Q: 3 clusters Score -1.171952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95868 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -11719521.000000 Penalty: 5692.821777
	Iteration 34Q: 3 clusters Score -1.171952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11719535.000000 Penalty: 5692.821777
	Iteration 35Q: 3 clusters Score -1.171954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11719541.000000 Penalty: 5692.821777
	Iteration 36Q: 3 clusters Score -1.171954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -11719537.000000 Penalty: 5692.821777
	Iteration 37Q: 3 clusters Score -1.171954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95883 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11719544.000000 Penalty: 5692.821777
	Iteration 38Q: 3 clusters Score -1.171954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11719539.000000 Penalty: 5692.821777
	Iteration 39Q: 3 clusters Score -1.171954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11719541.000000 Penalty: 5692.821777
	Iteration 40F: 3 clusters Score -1.171954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11719548.000000 Penalty: 5692.821777
	Iteration 41Q: 3 clusters Score -1.171955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -11719549.000000 Penalty: 5692.821777
	Iteration 42Q: 3 clusters Score -1.171955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11719553.000000 Penalty: 5692.821777
	Iteration 43Q: 3 clusters Score -1.171955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11719556.000000 Penalty: 5692.821777
	Iteration 44Q: 3 clusters Score -1.171956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11719556.000000 Penalty: 5692.821777
	Iteration 45F: 3 clusters Score -1.171956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Entering Unmasked Estep 
Score: -2126140.500000 Penalty: 2417.403320
	Iteration 0F: 2 clusters Score -2126140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2113997.250000 Penalty: 4834.806641
	Iteration 0F: 3 clusters Score -2113997 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2118155.750000 Penalty: 4834.806641
	Iteration 1F: 3 clusters Score -2118156 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2119084.500000 Penalty: 4834.806641
	Iteration 2F: 3 clusters Score -2119084 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2120276.500000 Penalty: 4834.806641
	Iteration 3F: 3 clusters Score -2120276 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2121468.250000 Penalty: 4834.806641
	Iteration 4F: 3 clusters Score -2121468 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2122474.500000 Penalty: 4834.806641
	Iteration 5F: 3 clusters Score -2122474 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2123096.250000 Penalty: 4834.806641
	Iteration 6F: 3 clusters Score -2123096 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2123508.000000 Penalty: 4834.806641
	Iteration 7Q: 3 clusters Score -2123508 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2123797.000000 Penalty: 4834.806641
	Iteration 8Q: 3 clusters Score -2123797 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2124058.000000 Penalty: 4834.806641
	Iteration 9Q: 3 clusters Score -2124058 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2124251.000000 Penalty: 4834.806641
	Iteration 10Q: 3 clusters Score -2124251 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2124374.500000 Penalty: 4834.806641
	Iteration 11Q: 3 clusters Score -2124374 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2124460.750000 Penalty: 4834.806641
	Iteration 12Q: 3 clusters Score -2124461 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2124550.250000 Penalty: 4834.806641
	Iteration 13Q: 3 clusters Score -2124550 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2124633.500000 Penalty: 4834.806641
	Iteration 14Q: 3 clusters Score -2124634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2124685.750000 Penalty: 4834.806641
	Iteration 15Q: 3 clusters Score -2124686 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2124742.250000 Penalty: 4834.806641
	Iteration 16Q: 3 clusters Score -2124742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2124797.750000 Penalty: 4834.806641
	Iteration 17Q: 3 clusters Score -2124798 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2124855.750000 Penalty: 4834.806641
	Iteration 18Q: 3 clusters Score -2124856 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2124928.250000 Penalty: 4834.806641
	Iteration 19Q: 3 clusters Score -2124928 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2124981.250000 Penalty: 4834.806641
	Iteration 20F: 3 clusters Score -2124981 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2125026.500000 Penalty: 4834.806641
	Iteration 21Q: 3 clusters Score -2125026 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2125056.750000 Penalty: 4834.806641
	Iteration 22Q: 3 clusters Score -2125057 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2125075.500000 Penalty: 4834.806641
	Iteration 23Q: 3 clusters Score -2125076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2125092.500000 Penalty: 4834.806641
	Iteration 24Q: 3 clusters Score -2125092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2125109.000000 Penalty: 4834.806641
	Iteration 25Q: 3 clusters Score -2125109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2125110.750000 Penalty: 4834.806641
	Iteration 26Q: 3 clusters Score -2125111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2125121.000000 Penalty: 4834.806641
	Iteration 27Q: 3 clusters Score -2125121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2125126.750000 Penalty: 4834.806641
	Iteration 28Q: 3 clusters Score -2125127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2125126.500000 Penalty: 4834.806641
	Iteration 29Q: 3 clusters Score -2125126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2125129.500000 Penalty: 4834.806641
	Iteration 30Q: 3 clusters Score -2125130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2125127.500000 Penalty: 4834.806641
	Iteration 31Q: 3 clusters Score -2125128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2125124.000000 Penalty: 4834.806641
	Iteration 32Q: 3 clusters Score -2125124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2125126.750000 Penalty: 4834.806641
	Iteration 33Q: 3 clusters Score -2125127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2125126.000000 Penalty: 4834.806641
	Iteration 34Q: 3 clusters Score -2125126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2125127.750000 Penalty: 4834.806641
	Iteration 35Q: 3 clusters Score -2125128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2125127.250000 Penalty: 4834.806641
	Iteration 36Q: 3 clusters Score -2125127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2125129.500000 Penalty: 4834.806641
	Iteration 37Q: 3 clusters Score -2125130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2125128.000000 Penalty: 4834.806641
	Iteration 38Q: 3 clusters Score -2125128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2125128.000000 Penalty: 4834.806641
	Iteration 39F: 3 clusters Score -2125128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -228112.937500 Penalty: 1926.596191
	Iteration 0F: 2 clusters Score -228112.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -225359.515625 Penalty: 3853.192383
	Iteration 0F: 3 clusters Score -225359.5 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -226382.265625 Penalty: 3853.192383
	Iteration 1F: 3 clusters Score -226382.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -227063.625000 Penalty: 3853.192383
	Iteration 2F: 3 clusters Score -227063.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -227637.531250 Penalty: 3853.192383
	Iteration 3F: 3 clusters Score -227637.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -228050.343750 Penalty: 3853.192383
	Iteration 4F: 3 clusters Score -228050.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -228231.140625 Penalty: 3853.192383
	Iteration 5Q: 3 clusters Score -228231.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -228317.531250 Penalty: 3853.192383
	Iteration 6Q: 3 clusters Score -228317.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -228354.250000 Penalty: 3853.192383
	Iteration 7Q: 3 clusters Score -228354.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -228383.984375 Penalty: 3853.192383
	Iteration 8Q: 3 clusters Score -228384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -228405.781250 Penalty: 3853.192383
	Iteration 9Q: 3 clusters Score -228405.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -228423.343750 Penalty: 3853.192383
	Iteration 10Q: 3 clusters Score -228423.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -228437.093750 Penalty: 3853.192383
	Iteration 11Q: 3 clusters Score -228437.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -228452.546875 Penalty: 3853.192383
	Iteration 12Q: 3 clusters Score -228452.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -228465.546875 Penalty: 3853.192383
	Iteration 13Q: 3 clusters Score -228465.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -228474.203125 Penalty: 3853.192383
	Iteration 14Q: 3 clusters Score -228474.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -228482.812500 Penalty: 3853.192383
	Iteration 15Q: 3 clusters Score -228482.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -228486.421875 Penalty: 3853.192383
	Iteration 16Q: 3 clusters Score -228486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -228488.265625 Penalty: 3853.192383
	Iteration 17Q: 3 clusters Score -228488.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -228488.859375 Penalty: 3853.192383
	Iteration 18Q: 3 clusters Score -228488.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -228489.984375 Penalty: 3853.192383
	Iteration 19Q: 3 clusters Score -228490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -228490.421875 Penalty: 3853.192383
	Iteration 20F: 3 clusters Score -228490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -228491.953125 Penalty: 3853.192383
	Iteration 21Q: 3 clusters Score -228492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -228494.031250 Penalty: 3853.192383
	Iteration 22Q: 3 clusters Score -228494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -228494.625000 Penalty: 3853.192383
	Iteration 23Q: 3 clusters Score -228494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -228496.531250 Penalty: 3853.192383
	Iteration 24Q: 3 clusters Score -228496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -228496.765625 Penalty: 3853.192383
	Iteration 25Q: 3 clusters Score -228496.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -228498.218750 Penalty: 3853.192383
	Iteration 26Q: 3 clusters Score -228498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -228498.406250 Penalty: 3853.192383
	Iteration 27Q: 3 clusters Score -228498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -228499.218750 Penalty: 3853.192383
	Iteration 28Q: 3 clusters Score -228499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -228499.218750 Penalty: 3853.192383
	Iteration 29F: 3 clusters Score -228499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 7148 members 
Mstep: Class 28 contains 27785 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7927 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 6299 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20691 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 1652 members 
Mstep: Class 65 contains 3481 members 
Mstep: Class 66 contains 1357 members 
Entering Unmasked Estep 
Score: -154487856.000000 Penalty: 230591.578125
Splitting cluster 24 changes total score from -154488224.000000 to -154487856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (92831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Entering Unmasked Estep 
Score: -11366670.000000 Penalty: 2836.756836
	Iteration 0F: 2 clusters Score -1.136667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -11304766.000000 Penalty: 5673.513672
	Iteration 0F: 3 clusters Score -1.130477e+07 nChanged 43805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -11329166.000000 Penalty: 5673.513672
	Iteration 1F: 3 clusters Score -1.132917e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -11329823.000000 Penalty: 5673.513672
	Iteration 2Q: 3 clusters Score -1.132982e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -11330436.000000 Penalty: 5673.513672
	Iteration 3Q: 3 clusters Score -1.133044e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -11331270.000000 Penalty: 5673.513672
	Iteration 4Q: 3 clusters Score -1.133127e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -11332337.000000 Penalty: 5673.513672
	Iteration 5Q: 3 clusters Score -1.133234e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -11334114.000000 Penalty: 5673.513672
	Iteration 6Q: 3 clusters Score -1.133411e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -11337246.000000 Penalty: 5673.513672
	Iteration 7F: 3 clusters Score -1.133725e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -11341110.000000 Penalty: 5673.513672
	Iteration 8F: 3 clusters Score -1.134111e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -11344720.000000 Penalty: 5673.513672
	Iteration 9F: 3 clusters Score -1.134472e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -11347435.000000 Penalty: 5673.513672
	Iteration 10F: 3 clusters Score -1.134744e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -11349116.000000 Penalty: 5673.513672
	Iteration 11Q: 3 clusters Score -1.134912e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -11350045.000000 Penalty: 5673.513672
	Iteration 12Q: 3 clusters Score -1.135004e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 58625 members 
Entering Unmasked Estep 
Score: -11350494.000000 Penalty: 5673.513672
	Iteration 13Q: 3 clusters Score -1.135049e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -11350701.000000 Penalty: 5673.513672
	Iteration 14Q: 3 clusters Score -1.13507e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -11350865.000000 Penalty: 5673.513672
	Iteration 15Q: 3 clusters Score -1.135086e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -11351050.000000 Penalty: 5673.513672
	Iteration 16Q: 3 clusters Score -1.135105e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -11351183.000000 Penalty: 5673.513672
	Iteration 17Q: 3 clusters Score -1.135118e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -11351344.000000 Penalty: 5673.513672
	Iteration 18Q: 3 clusters Score -1.135134e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 63887 members 
Entering Unmasked Estep 
Score: -11351551.000000 Penalty: 5673.513672
	Iteration 19Q: 3 clusters Score -1.135155e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -11351759.000000 Penalty: 5673.513672
	Iteration 20F: 3 clusters Score -1.135176e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 66780 members 
Entering Unmasked Estep 
Score: -11352050.000000 Penalty: 5673.513672
	Iteration 21Q: 3 clusters Score -1.135205e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 68593 members 
Entering Unmasked Estep 
Score: -11352567.000000 Penalty: 5673.513672
	Iteration 22Q: 3 clusters Score -1.135257e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 70597 members 
Entering Unmasked Estep 
Score: -11353185.000000 Penalty: 5673.513672
	Iteration 23Q: 3 clusters Score -1.135318e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -11354074.000000 Penalty: 5673.513672
	Iteration 24Q: 3 clusters Score -1.135407e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 75193 members 
Entering Unmasked Estep 
Score: -11355024.000000 Penalty: 5673.513672
	Iteration 25Q: 3 clusters Score -1.135502e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -11356134.000000 Penalty: 5673.513672
	Iteration 26Q: 3 clusters Score -1.135613e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 80445 members 
Entering Unmasked Estep 
Score: -11357516.000000 Penalty: 5673.513672
	Iteration 27Q: 3 clusters Score -1.135752e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -11359000.000000 Penalty: 5673.513672
	Iteration 28Q: 3 clusters Score -1.1359e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -11360377.000000 Penalty: 5673.513672
	Iteration 29Q: 3 clusters Score -1.136038e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 87145 members 
Entering Unmasked Estep 
Score: -11361629.000000 Penalty: 5673.513672
	Iteration 30Q: 3 clusters Score -1.136163e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -11362501.000000 Penalty: 5673.513672
	Iteration 31Q: 3 clusters Score -1.13625e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 89712 members 
Entering Unmasked Estep 
Score: -11363148.000000 Penalty: 5673.513672
	Iteration 32Q: 3 clusters Score -1.136315e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 90437 members 
Entering Unmasked Estep 
Score: -11363598.000000 Penalty: 5673.513672
	Iteration 33Q: 3 clusters Score -1.13636e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 90895 members 
Entering Unmasked Estep 
Score: -11363870.000000 Penalty: 5673.513672
	Iteration 34Q: 3 clusters Score -1.136387e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -11364019.000000 Penalty: 5673.513672
	Iteration 35Q: 3 clusters Score -1.136402e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 91362 members 
Entering Unmasked Estep 
Score: -11364167.000000 Penalty: 5673.513672
	Iteration 36Q: 3 clusters Score -1.136417e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -11364250.000000 Penalty: 5673.513672
	Iteration 37Q: 3 clusters Score -1.136425e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 91559 members 
Entering Unmasked Estep 
Score: -11364310.000000 Penalty: 5673.513672
	Iteration 38Q: 3 clusters Score -1.136431e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -11364337.000000 Penalty: 5673.513672
	Iteration 39Q: 3 clusters Score -1.136434e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -11364374.000000 Penalty: 5673.513672
	Iteration 40F: 3 clusters Score -1.136437e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -11364405.000000 Penalty: 5673.513672
	Iteration 41Q: 3 clusters Score -1.13644e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 91754 members 
Entering Unmasked Estep 
Score: -11364443.000000 Penalty: 5673.513672
	Iteration 42Q: 3 clusters Score -1.136444e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 91788 members 
Entering Unmasked Estep 
Score: -11364466.000000 Penalty: 5673.513672
	Iteration 43Q: 3 clusters Score -1.136447e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 91811 members 
Entering Unmasked Estep 
Score: -11364475.000000 Penalty: 5673.513672
	Iteration 44Q: 3 clusters Score -1.136448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 91823 members 
Entering Unmasked Estep 
Score: -11364466.000000 Penalty: 5673.513672
	Iteration 45Q: 3 clusters Score -1.136447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -11364467.000000 Penalty: 5673.513672
	Iteration 46Q: 3 clusters Score -1.136447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -11364496.000000 Penalty: 5673.513672
	Iteration 47Q: 3 clusters Score -1.13645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 91850 members 
Entering Unmasked Estep 
Score: -11364512.000000 Penalty: 5673.513672
	Iteration 48Q: 3 clusters Score -1.136451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 91857 members 
Entering Unmasked Estep 
Score: -11364499.000000 Penalty: 5673.513672
	Iteration 49Q: 3 clusters Score -1.13645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 91862 members 
Entering Unmasked Estep 
Score: -11364499.000000 Penalty: 5673.513672
	Iteration 50Q: 3 clusters Score -1.13645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 91862 members 
Entering Unmasked Estep 
Score: -11364504.000000 Penalty: 5673.513672
	Iteration 51Q: 3 clusters Score -1.13645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 91864 members 
Entering Unmasked Estep 
Score: -11364501.000000 Penalty: 5673.513672
	Iteration 52Q: 3 clusters Score -1.13645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 91864 members 
Entering Unmasked Estep 
Score: -11364500.000000 Penalty: 5673.513672
	Iteration 53Q: 3 clusters Score -1.13645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 91866 members 
Entering Unmasked Estep 
Score: -11364498.000000 Penalty: 5673.513672
	Iteration 54Q: 3 clusters Score -1.13645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 91867 members 
Entering Unmasked Estep 
Score: -11364493.000000 Penalty: 5673.513672
	Iteration 55Q: 3 clusters Score -1.136449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 91867 members 
Entering Unmasked Estep 
Score: -11364493.000000 Penalty: 5673.513672
	Iteration 56Q: 3 clusters Score -1.136449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 91867 members 
Entering Unmasked Estep 
Score: -11364493.000000 Penalty: 5673.513672
	Iteration 57F: 3 clusters Score -1.136449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Entering Unmasked Estep 
Score: -1806865.500000 Penalty: 2316.876709
	Iteration 0F: 2 clusters Score -1806866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1798368.250000 Penalty: 4633.753418
	Iteration 0F: 3 clusters Score -1798368 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1801438.000000 Penalty: 4633.753418
	Iteration 1F: 3 clusters Score -1801438 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1802452.500000 Penalty: 4633.753418
	Iteration 2F: 3 clusters Score -1802452 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1803406.375000 Penalty: 4633.753418
	Iteration 3F: 3 clusters Score -1803406 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1804316.500000 Penalty: 4633.753418
	Iteration 4F: 3 clusters Score -1804316 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1805109.125000 Penalty: 4633.753418
	Iteration 5F: 3 clusters Score -1805109 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1805752.625000 Penalty: 4633.753418
	Iteration 6F: 3 clusters Score -1805753 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1806221.250000 Penalty: 4633.753418
	Iteration 7F: 3 clusters Score -1806221 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1806488.000000 Penalty: 4633.753418
	Iteration 8Q: 3 clusters Score -1806488 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1806641.125000 Penalty: 4633.753418
	Iteration 9Q: 3 clusters Score -1806641 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1806721.750000 Penalty: 4633.753418
	Iteration 10Q: 3 clusters Score -1806722 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1806773.625000 Penalty: 4633.753418
	Iteration 11Q: 3 clusters Score -1806774 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1806816.000000 Penalty: 4633.753418
	Iteration 12Q: 3 clusters Score -1806816 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1806840.625000 Penalty: 4633.753418
	Iteration 13Q: 3 clusters Score -1806841 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1806864.625000 Penalty: 4633.753418
	Iteration 14Q: 3 clusters Score -1806865 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1806882.000000 Penalty: 4633.753418
	Iteration 15Q: 3 clusters Score -1806882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1806898.500000 Penalty: 4633.753418
	Iteration 16Q: 3 clusters Score -1806898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1806913.625000 Penalty: 4633.753418
	Iteration 17Q: 3 clusters Score -1806914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1806914.125000 Penalty: 4633.753418
	Iteration 18Q: 3 clusters Score -1806914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1806932.625000 Penalty: 4633.753418
	Iteration 19Q: 3 clusters Score -1806933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1806936.625000 Penalty: 4633.753418
	Iteration 20F: 3 clusters Score -1806937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1806943.500000 Penalty: 4633.753418
	Iteration 21Q: 3 clusters Score -1806944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1806962.000000 Penalty: 4633.753418
	Iteration 22Q: 3 clusters Score -1806962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1806977.500000 Penalty: 4633.753418
	Iteration 23Q: 3 clusters Score -1806978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1806988.000000 Penalty: 4633.753418
	Iteration 24Q: 3 clusters Score -1806988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1806996.000000 Penalty: 4633.753418
	Iteration 25Q: 3 clusters Score -1806996 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1807014.750000 Penalty: 4633.753418
	Iteration 26Q: 3 clusters Score -1807015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1807036.125000 Penalty: 4633.753418
	Iteration 27Q: 3 clusters Score -1807036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1807051.875000 Penalty: 4633.753418
	Iteration 28Q: 3 clusters Score -1807052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1807059.875000 Penalty: 4633.753418
	Iteration 29Q: 3 clusters Score -1807060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1807073.000000 Penalty: 4633.753418
	Iteration 30Q: 3 clusters Score -1807073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1807076.250000 Penalty: 4633.753418
	Iteration 31Q: 3 clusters Score -1807076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1807091.125000 Penalty: 4633.753418
	Iteration 32Q: 3 clusters Score -1807091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1807092.750000 Penalty: 4633.753418
	Iteration 33Q: 3 clusters Score -1807093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1807105.500000 Penalty: 4633.753418
	Iteration 34Q: 3 clusters Score -1807106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1807114.125000 Penalty: 4633.753418
	Iteration 35Q: 3 clusters Score -1807114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1807117.250000 Penalty: 4633.753418
	Iteration 36Q: 3 clusters Score -1807117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1807124.000000 Penalty: 4633.753418
	Iteration 37Q: 3 clusters Score -1807124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1807134.375000 Penalty: 4633.753418
	Iteration 38Q: 3 clusters Score -1807134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1807135.750000 Penalty: 4633.753418
	Iteration 39Q: 3 clusters Score -1807136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1807136.000000 Penalty: 4633.753418
	Iteration 40F: 3 clusters Score -1807136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1807144.125000 Penalty: 4633.753418
	Iteration 41Q: 3 clusters Score -1807144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1807150.750000 Penalty: 4633.753418
	Iteration 42Q: 3 clusters Score -1807151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1807151.750000 Penalty: 4633.753418
	Iteration 43Q: 3 clusters Score -1807152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1807146.250000 Penalty: 4633.753418
	Iteration 44Q: 3 clusters Score -1807146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1807153.375000 Penalty: 4633.753418
	Iteration 45Q: 3 clusters Score -1807153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1807157.750000 Penalty: 4633.753418
	Iteration 46Q: 3 clusters Score -1807158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1807150.875000 Penalty: 4633.753418
	Iteration 47Q: 3 clusters Score -1807151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1807156.500000 Penalty: 4633.753418
	Iteration 48Q: 3 clusters Score -1807156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1807158.000000 Penalty: 4633.753418
	Iteration 49Q: 3 clusters Score -1807158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1807155.500000 Penalty: 4633.753418
	Iteration 50Q: 3 clusters Score -1807156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1807155.500000 Penalty: 4633.753418
	Iteration 51Q: 3 clusters Score -1807156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1807157.625000 Penalty: 4633.753418
	Iteration 52Q: 3 clusters Score -1807158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1807157.500000 Penalty: 4633.753418
	Iteration 53Q: 3 clusters Score -1807158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1807156.875000 Penalty: 4633.753418
	Iteration 54Q: 3 clusters Score -1807157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1807157.000000 Penalty: 4633.753418
	Iteration 55Q: 3 clusters Score -1807157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1807164.750000 Penalty: 4633.753418
	Iteration 56Q: 3 clusters Score -1807165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1807163.000000 Penalty: 4633.753418
	Iteration 57Q: 3 clusters Score -1807163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1807160.500000 Penalty: 4633.753418
	Iteration 58Q: 3 clusters Score -1807160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1807161.375000 Penalty: 4633.753418
	Iteration 59Q: 3 clusters Score -1807161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1807169.500000 Penalty: 4633.753418
	Iteration 60F: 3 clusters Score -1807170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1807162.000000 Penalty: 4633.753418
	Iteration 61Q: 3 clusters Score -1807162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1807161.375000 Penalty: 4633.753418
	Iteration 62Q: 3 clusters Score -1807161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1807162.750000 Penalty: 4633.753418
	Iteration 63Q: 3 clusters Score -1807163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1807163.250000 Penalty: 4633.753418
	Iteration 64Q: 3 clusters Score -1807163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1807165.750000 Penalty: 4633.753418
	Iteration 65Q: 3 clusters Score -1807166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1807163.750000 Penalty: 4633.753418
	Iteration 66Q: 3 clusters Score -1807164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1807166.625000 Penalty: 4633.753418
	Iteration 67Q: 3 clusters Score -1807167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1807166.625000 Penalty: 4633.753418
	Iteration 68F: 3 clusters Score -1807167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 8824 members 
Mstep: Class 27 contains 7148 members 
Mstep: Class 28 contains 27785 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7927 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 6299 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20691 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 1652 members 
Mstep: Class 65 contains 3481 members 
Mstep: Class 66 contains 2586 members 
Entering Unmasked Estep 
Score: -154488224.000000 Penalty: 230591.578125
Splitting cluster 26 changes total score from -154488224.000000 to -154488224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (7148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Entering Unmasked Estep 
Score: -760177.312500 Penalty: 2200.897949
	Iteration 0F: 2 clusters Score -760177.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -754380.937500 Penalty: 4401.795898
	Iteration 0F: 3 clusters Score -754380.9 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -756514.250000 Penalty: 4401.795898
	Iteration 1F: 3 clusters Score -756514.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -757153.000000 Penalty: 4401.795898
	Iteration 2F: 3 clusters Score -757153 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -757674.000000 Penalty: 4401.795898
	Iteration 3F: 3 clusters Score -757674 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -758090.875000 Penalty: 4401.795898
	Iteration 4F: 3 clusters Score -758090.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -758391.000000 Penalty: 4401.795898
	Iteration 5Q: 3 clusters Score -758391 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -758648.062500 Penalty: 4401.795898
	Iteration 6Q: 3 clusters Score -758648.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -758878.687500 Penalty: 4401.795898
	Iteration 7Q: 3 clusters Score -758878.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -759083.562500 Penalty: 4401.795898
	Iteration 8Q: 3 clusters Score -759083.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -759267.500000 Penalty: 4401.795898
	Iteration 9Q: 3 clusters Score -759267.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -759422.937500 Penalty: 4401.795898
	Iteration 10Q: 3 clusters Score -759422.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -759531.312500 Penalty: 4401.795898
	Iteration 11Q: 3 clusters Score -759531.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -759596.625000 Penalty: 4401.795898
	Iteration 12Q: 3 clusters Score -759596.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -759646.000000 Penalty: 4401.795898
	Iteration 13Q: 3 clusters Score -759646 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -759695.562500 Penalty: 4401.795898
	Iteration 14Q: 3 clusters Score -759695.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -759753.687500 Penalty: 4401.795898
	Iteration 15Q: 3 clusters Score -759753.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -759808.500000 Penalty: 4401.795898
	Iteration 16Q: 3 clusters Score -759808.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -759856.250000 Penalty: 4401.795898
	Iteration 17Q: 3 clusters Score -759856.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -759903.000000 Penalty: 4401.795898
	Iteration 18Q: 3 clusters Score -759903 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -759937.937500 Penalty: 4401.795898
	Iteration 19Q: 3 clusters Score -759937.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -759975.500000 Penalty: 4401.795898
	Iteration 20F: 3 clusters Score -759975.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -760017.187500 Penalty: 4401.795898
	Iteration 21Q: 3 clusters Score -760017.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -760059.250000 Penalty: 4401.795898
	Iteration 22Q: 3 clusters Score -760059.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -760102.000000 Penalty: 4401.795898
	Iteration 23Q: 3 clusters Score -760102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -760138.500000 Penalty: 4401.795898
	Iteration 24Q: 3 clusters Score -760138.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -760162.937500 Penalty: 4401.795898
	Iteration 25Q: 3 clusters Score -760162.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -760189.250000 Penalty: 4401.795898
	Iteration 26Q: 3 clusters Score -760189.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -760208.062500 Penalty: 4401.795898
	Iteration 27Q: 3 clusters Score -760208.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -760229.062500 Penalty: 4401.795898
	Iteration 28Q: 3 clusters Score -760229.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -760246.625000 Penalty: 4401.795898
	Iteration 29Q: 3 clusters Score -760246.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -760266.125000 Penalty: 4401.795898
	Iteration 30Q: 3 clusters Score -760266.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -760286.875000 Penalty: 4401.795898
	Iteration 31Q: 3 clusters Score -760286.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -760306.875000 Penalty: 4401.795898
	Iteration 32Q: 3 clusters Score -760306.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -760326.687500 Penalty: 4401.795898
	Iteration 33Q: 3 clusters Score -760326.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -760344.687500 Penalty: 4401.795898
	Iteration 34Q: 3 clusters Score -760344.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -760361.812500 Penalty: 4401.795898
	Iteration 35Q: 3 clusters Score -760361.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -760377.000000 Penalty: 4401.795898
	Iteration 36Q: 3 clusters Score -760377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -760396.750000 Penalty: 4401.795898
	Iteration 37Q: 3 clusters Score -760396.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -760413.000000 Penalty: 4401.795898
	Iteration 38Q: 3 clusters Score -760413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -760431.562500 Penalty: 4401.795898
	Iteration 39Q: 3 clusters Score -760431.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -760443.375000 Penalty: 4401.795898
	Iteration 40F: 3 clusters Score -760443.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -760463.750000 Penalty: 4401.795898
	Iteration 41Q: 3 clusters Score -760463.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -760492.250000 Penalty: 4401.795898
	Iteration 42Q: 3 clusters Score -760492.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -760518.750000 Penalty: 4401.795898
	Iteration 43Q: 3 clusters Score -760518.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -760546.500000 Penalty: 4401.795898
	Iteration 44Q: 3 clusters Score -760546.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -760571.750000 Penalty: 4401.795898
	Iteration 45Q: 3 clusters Score -760571.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -760594.375000 Penalty: 4401.795898
	Iteration 46Q: 3 clusters Score -760594.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -760615.562500 Penalty: 4401.795898
	Iteration 47Q: 3 clusters Score -760615.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -760626.062500 Penalty: 4401.795898
	Iteration 48Q: 3 clusters Score -760626.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -760628.562500 Penalty: 4401.795898
	Iteration 49Q: 3 clusters Score -760628.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -760632.562500 Penalty: 4401.795898
	Iteration 50Q: 3 clusters Score -760632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -760634.000000 Penalty: 4401.795898
	Iteration 51Q: 3 clusters Score -760634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -760633.187500 Penalty: 4401.795898
	Iteration 52Q: 3 clusters Score -760633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -760633.187500 Penalty: 4401.795898
	Iteration 53F: 3 clusters Score -760633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 27785 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7927 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 6299 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20691 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 1652 members 
Mstep: Class 65 contains 3481 members 
Mstep: Class 66 contains 5402 members 
Entering Unmasked Estep 
Score: -154488448.000000 Penalty: 230591.578125
Splitting cluster 27 changes total score from -154488224.000000 to -154488448.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 28 (27785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Entering Unmasked Estep 
Score: -3249402.500000 Penalty: 2537.598389
	Iteration 0F: 2 clusters Score -3249402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3230346.250000 Penalty: 5075.196777
	Iteration 0F: 3 clusters Score -3230346 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3237819.500000 Penalty: 5075.196777
	Iteration 1F: 3 clusters Score -3237820 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3239532.250000 Penalty: 5075.196777
	Iteration 2F: 3 clusters Score -3239532 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3241726.500000 Penalty: 5075.196777
	Iteration 3F: 3 clusters Score -3241726 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3243964.750000 Penalty: 5075.196777
	Iteration 4F: 3 clusters Score -3243965 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3245883.500000 Penalty: 5075.196777
	Iteration 5F: 3 clusters Score -3245884 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3247444.000000 Penalty: 5075.196777
	Iteration 6F: 3 clusters Score -3247444 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3248756.500000 Penalty: 5075.196777
	Iteration 7F: 3 clusters Score -3248756 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3249752.500000 Penalty: 5075.196777
	Iteration 8Q: 3 clusters Score -3249752 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -3250435.250000 Penalty: 5075.196777
	Iteration 9Q: 3 clusters Score -3250435 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3250838.750000 Penalty: 5075.196777
	Iteration 10Q: 3 clusters Score -3250839 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3251139.500000 Penalty: 5075.196777
	Iteration 11Q: 3 clusters Score -3251140 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3251388.250000 Penalty: 5075.196777
	Iteration 12Q: 3 clusters Score -3251388 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3251582.500000 Penalty: 5075.196777
	Iteration 13Q: 3 clusters Score -3251582 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -3251779.250000 Penalty: 5075.196777
	Iteration 14Q: 3 clusters Score -3251779 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3251937.750000 Penalty: 5075.196777
	Iteration 15Q: 3 clusters Score -3251938 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3252093.250000 Penalty: 5075.196777
	Iteration 16Q: 3 clusters Score -3252093 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3252255.000000 Penalty: 5075.196777
	Iteration 17Q: 3 clusters Score -3252255 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3252422.500000 Penalty: 5075.196777
	Iteration 18Q: 3 clusters Score -3252422 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3252581.750000 Penalty: 5075.196777
	Iteration 19Q: 3 clusters Score -3252582 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3252762.250000 Penalty: 5075.196777
	Iteration 20F: 3 clusters Score -3252762 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3252884.250000 Penalty: 5075.196777
	Iteration 21Q: 3 clusters Score -3252884 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3252960.500000 Penalty: 5075.196777
	Iteration 22Q: 3 clusters Score -3252960 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3253035.250000 Penalty: 5075.196777
	Iteration 23Q: 3 clusters Score -3253035 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3253090.250000 Penalty: 5075.196777
	Iteration 24Q: 3 clusters Score -3253090 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3253150.750000 Penalty: 5075.196777
	Iteration 25Q: 3 clusters Score -3253151 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -3253160.500000 Penalty: 5075.196777
	Iteration 26Q: 3 clusters Score -3253160 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3253204.500000 Penalty: 5075.196777
	Iteration 27Q: 3 clusters Score -3253204 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3253222.000000 Penalty: 5075.196777
	Iteration 28Q: 3 clusters Score -3253222 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -3253247.750000 Penalty: 5075.196777
	Iteration 29Q: 3 clusters Score -3253248 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3253265.000000 Penalty: 5075.196777
	Iteration 30Q: 3 clusters Score -3253265 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3253284.000000 Penalty: 5075.196777
	Iteration 31Q: 3 clusters Score -3253284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3253301.000000 Penalty: 5075.196777
	Iteration 32Q: 3 clusters Score -3253301 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -3253318.000000 Penalty: 5075.196777
	Iteration 33Q: 3 clusters Score -3253318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3253329.750000 Penalty: 5075.196777
	Iteration 34Q: 3 clusters Score -3253330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -3253336.250000 Penalty: 5075.196777
	Iteration 35Q: 3 clusters Score -3253336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3253350.250000 Penalty: 5075.196777
	Iteration 36Q: 3 clusters Score -3253350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3253349.250000 Penalty: 5075.196777
	Iteration 37Q: 3 clusters Score -3253349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -3253358.250000 Penalty: 5075.196777
	Iteration 38Q: 3 clusters Score -3253358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3253364.250000 Penalty: 5075.196777
	Iteration 39Q: 3 clusters Score -3253364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3253364.500000 Penalty: 5075.196777
	Iteration 40F: 3 clusters Score -3253364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3253369.000000 Penalty: 5075.196777
	Iteration 41Q: 3 clusters Score -3253369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3253369.750000 Penalty: 5075.196777
	Iteration 42Q: 3 clusters Score -3253370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3253370.500000 Penalty: 5075.196777
	Iteration 43Q: 3 clusters Score -3253370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3253381.500000 Penalty: 5075.196777
	Iteration 44Q: 3 clusters Score -3253382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3253381.000000 Penalty: 5075.196777
	Iteration 45Q: 3 clusters Score -3253381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3253385.250000 Penalty: 5075.196777
	Iteration 46Q: 3 clusters Score -3253385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -3253388.000000 Penalty: 5075.196777
	Iteration 47Q: 3 clusters Score -3253388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3253384.250000 Penalty: 5075.196777
	Iteration 48Q: 3 clusters Score -3253384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3253387.500000 Penalty: 5075.196777
	Iteration 49Q: 3 clusters Score -3253388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -3253392.750000 Penalty: 5075.196777
	Iteration 50Q: 3 clusters Score -3253393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -3253388.750000 Penalty: 5075.196777
	Iteration 51Q: 3 clusters Score -3253389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3253395.750000 Penalty: 5075.196777
	Iteration 52Q: 3 clusters Score -3253396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3253389.000000 Penalty: 5075.196777
	Iteration 53Q: 3 clusters Score -3253389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3253388.500000 Penalty: 5075.196777
	Iteration 54Q: 3 clusters Score -3253388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3253394.500000 Penalty: 5075.196777
	Iteration 55Q: 3 clusters Score -3253394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3253397.000000 Penalty: 5075.196777
	Iteration 56Q: 3 clusters Score -3253397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3253397.500000 Penalty: 5075.196777
	Iteration 57Q: 3 clusters Score -3253398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3253396.750000 Penalty: 5075.196777
	Iteration 58Q: 3 clusters Score -3253397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3253394.500000 Penalty: 5075.196777
	Iteration 59Q: 3 clusters Score -3253394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3253399.750000 Penalty: 5075.196777
	Iteration 60F: 3 clusters Score -3253400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3253413.750000 Penalty: 5075.196777
	Iteration 61Q: 3 clusters Score -3253414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3253408.750000 Penalty: 5075.196777
	Iteration 62Q: 3 clusters Score -3253409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3253416.750000 Penalty: 5075.196777
	Iteration 63Q: 3 clusters Score -3253417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -3253421.000000 Penalty: 5075.196777
	Iteration 64Q: 3 clusters Score -3253421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3253414.750000 Penalty: 5075.196777
	Iteration 65Q: 3 clusters Score -3253415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3253410.750000 Penalty: 5075.196777
	Iteration 66Q: 3 clusters Score -3253411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3253413.500000 Penalty: 5075.196777
	Iteration 67Q: 3 clusters Score -3253414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3253414.500000 Penalty: 5075.196777
	Iteration 68Q: 3 clusters Score -3253414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3253413.250000 Penalty: 5075.196777
	Iteration 69Q: 3 clusters Score -3253413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3253416.000000 Penalty: 5075.196777
	Iteration 70Q: 3 clusters Score -3253416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -3253428.000000 Penalty: 5075.196777
	Iteration 71Q: 3 clusters Score -3253428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3253425.000000 Penalty: 5075.196777
	Iteration 72Q: 3 clusters Score -3253425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3253434.250000 Penalty: 5075.196777
	Iteration 73Q: 3 clusters Score -3253434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -3253442.250000 Penalty: 5075.196777
	Iteration 74Q: 3 clusters Score -3253442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -3253439.250000 Penalty: 5075.196777
	Iteration 75Q: 3 clusters Score -3253439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3253437.500000 Penalty: 5075.196777
	Iteration 76Q: 3 clusters Score -3253438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3253439.500000 Penalty: 5075.196777
	Iteration 77Q: 3 clusters Score -3253440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -3253448.250000 Penalty: 5075.196777
	Iteration 78Q: 3 clusters Score -3253448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3253462.250000 Penalty: 5075.196777
	Iteration 79Q: 3 clusters Score -3253462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -3253468.250000 Penalty: 5075.196777
	Iteration 80F: 3 clusters Score -3253468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3253476.250000 Penalty: 5075.196777
	Iteration 81Q: 3 clusters Score -3253476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -3253498.750000 Penalty: 5075.196777
	Iteration 82Q: 3 clusters Score -3253499 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3253523.500000 Penalty: 5075.196777
	Iteration 83Q: 3 clusters Score -3253524 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3253534.750000 Penalty: 5075.196777
	Iteration 84Q: 3 clusters Score -3253535 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3253561.750000 Penalty: 5075.196777
	Iteration 85Q: 3 clusters Score -3253562 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3253623.500000 Penalty: 5075.196777
	Iteration 86Q: 3 clusters Score -3253624 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3253711.500000 Penalty: 5075.196777
	Iteration 87Q: 3 clusters Score -3253712 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -3253896.250000 Penalty: 5075.196777
	Iteration 88Q: 3 clusters Score -3253896 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -3254242.250000 Penalty: 5075.196777
	Iteration 89Q: 3 clusters Score -3254242 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3254743.000000 Penalty: 5075.196777
	Iteration 90Q: 3 clusters Score -3254743 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3255286.500000 Penalty: 5075.196777
	Iteration 91Q: 3 clusters Score -3255286 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3256049.500000 Penalty: 5075.196777
	Iteration 92Q: 3 clusters Score -3256050 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3256844.750000 Penalty: 5075.196777
	Iteration 93Q: 3 clusters Score -3256845 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3257080.250000 Penalty: 5075.196777
	Iteration 94Q: 3 clusters Score -3257080 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -3257126.500000 Penalty: 5075.196777
	Iteration 95Q: 3 clusters Score -3257126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -3257134.750000 Penalty: 5075.196777
	Iteration 96Q: 3 clusters Score -3257135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -3257137.250000 Penalty: 5075.196777
	Iteration 97Q: 3 clusters Score -3257137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3257141.000000 Penalty: 5075.196777
	Iteration 98Q: 3 clusters Score -3257141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3257142.000000 Penalty: 5075.196777
	Iteration 99Q: 3 clusters Score -3257142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3257145.750000 Penalty: 5075.196777
	Iteration 100F: 3 clusters Score -3257146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 20954 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 7927 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 6299 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20691 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 1652 members 
Mstep: Class 65 contains 3481 members 
Mstep: Class 66 contains 5402 members 
Mstep: Class 67 contains 6831 members 
Entering Unmasked Estep 
Score: -154495296.000000 Penalty: 234085.390625
Splitting cluster 28 changes total score from -154488224.000000 to -154495296.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 29 (25100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Entering Unmasked Estep 
Score: -3038683.500000 Penalty: 2512.394531
	Iteration 0F: 2 clusters Score -3038684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3021319.750000 Penalty: 5024.789062
	Iteration 0F: 3 clusters Score -3021320 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -3027801.750000 Penalty: 5024.789062
	Iteration 1F: 3 clusters Score -3027802 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3028614.750000 Penalty: 5024.789062
	Iteration 2F: 3 clusters Score -3028615 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -3029463.250000 Penalty: 5024.789062
	Iteration 3F: 3 clusters Score -3029463 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -3030240.250000 Penalty: 5024.789062
	Iteration 4F: 3 clusters Score -3030240 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3030982.250000 Penalty: 5024.789062
	Iteration 5F: 3 clusters Score -3030982 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3031672.500000 Penalty: 5024.789062
	Iteration 6F: 3 clusters Score -3031672 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -3032340.250000 Penalty: 5024.789062
	Iteration 7Q: 3 clusters Score -3032340 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3032865.500000 Penalty: 5024.789062
	Iteration 8Q: 3 clusters Score -3032866 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3033265.250000 Penalty: 5024.789062
	Iteration 9Q: 3 clusters Score -3033265 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -3033583.250000 Penalty: 5024.789062
	Iteration 10Q: 3 clusters Score -3033583 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3033874.500000 Penalty: 5024.789062
	Iteration 11Q: 3 clusters Score -3033874 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3034102.250000 Penalty: 5024.789062
	Iteration 12Q: 3 clusters Score -3034102 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3034322.500000 Penalty: 5024.789062
	Iteration 13Q: 3 clusters Score -3034322 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3034493.750000 Penalty: 5024.789062
	Iteration 14Q: 3 clusters Score -3034494 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3034654.000000 Penalty: 5024.789062
	Iteration 15Q: 3 clusters Score -3034654 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3034771.000000 Penalty: 5024.789062
	Iteration 16Q: 3 clusters Score -3034771 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3034877.250000 Penalty: 5024.789062
	Iteration 17Q: 3 clusters Score -3034877 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3034980.500000 Penalty: 5024.789062
	Iteration 18Q: 3 clusters Score -3034980 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3035051.000000 Penalty: 5024.789062
	Iteration 19Q: 3 clusters Score -3035051 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3035118.500000 Penalty: 5024.789062
	Iteration 20F: 3 clusters Score -3035118 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3035184.500000 Penalty: 5024.789062
	Iteration 21Q: 3 clusters Score -3035184 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3035239.000000 Penalty: 5024.789062
	Iteration 22Q: 3 clusters Score -3035239 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3035311.000000 Penalty: 5024.789062
	Iteration 23Q: 3 clusters Score -3035311 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3035388.250000 Penalty: 5024.789062
	Iteration 24Q: 3 clusters Score -3035388 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3035496.000000 Penalty: 5024.789062
	Iteration 25Q: 3 clusters Score -3035496 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3035607.500000 Penalty: 5024.789062
	Iteration 26Q: 3 clusters Score -3035608 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3035714.500000 Penalty: 5024.789062
	Iteration 27Q: 3 clusters Score -3035714 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3035800.250000 Penalty: 5024.789062
	Iteration 28Q: 3 clusters Score -3035800 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3035880.250000 Penalty: 5024.789062
	Iteration 29Q: 3 clusters Score -3035880 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3035939.250000 Penalty: 5024.789062
	Iteration 30Q: 3 clusters Score -3035939 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3036010.000000 Penalty: 5024.789062
	Iteration 31Q: 3 clusters Score -3036010 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3036068.250000 Penalty: 5024.789062
	Iteration 32Q: 3 clusters Score -3036068 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3036119.750000 Penalty: 5024.789062
	Iteration 33Q: 3 clusters Score -3036120 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3036163.750000 Penalty: 5024.789062
	Iteration 34Q: 3 clusters Score -3036164 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3036205.000000 Penalty: 5024.789062
	Iteration 35Q: 3 clusters Score -3036205 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3036255.000000 Penalty: 5024.789062
	Iteration 36Q: 3 clusters Score -3036255 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3036310.750000 Penalty: 5024.789062
	Iteration 37Q: 3 clusters Score -3036311 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3036350.000000 Penalty: 5024.789062
	Iteration 38Q: 3 clusters Score -3036350 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3036395.500000 Penalty: 5024.789062
	Iteration 39Q: 3 clusters Score -3036396 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3036439.750000 Penalty: 5024.789062
	Iteration 40F: 3 clusters Score -3036440 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3036487.500000 Penalty: 5024.789062
	Iteration 41Q: 3 clusters Score -3036488 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3036524.500000 Penalty: 5024.789062
	Iteration 42Q: 3 clusters Score -3036524 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3036557.500000 Penalty: 5024.789062
	Iteration 43Q: 3 clusters Score -3036558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3036601.000000 Penalty: 5024.789062
	Iteration 44Q: 3 clusters Score -3036601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3036652.500000 Penalty: 5024.789062
	Iteration 45Q: 3 clusters Score -3036652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3036691.000000 Penalty: 5024.789062
	Iteration 46Q: 3 clusters Score -3036691 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3036740.000000 Penalty: 5024.789062
	Iteration 47Q: 3 clusters Score -3036740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3036777.750000 Penalty: 5024.789062
	Iteration 48Q: 3 clusters Score -3036778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3036813.250000 Penalty: 5024.789062
	Iteration 49Q: 3 clusters Score -3036813 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3036862.500000 Penalty: 5024.789062
	Iteration 50Q: 3 clusters Score -3036862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3036911.000000 Penalty: 5024.789062
	Iteration 51Q: 3 clusters Score -3036911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3036937.000000 Penalty: 5024.789062
	Iteration 52Q: 3 clusters Score -3036937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3036950.000000 Penalty: 5024.789062
	Iteration 53Q: 3 clusters Score -3036950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3036968.500000 Penalty: 5024.789062
	Iteration 54Q: 3 clusters Score -3036968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3036978.500000 Penalty: 5024.789062
	Iteration 55Q: 3 clusters Score -3036978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3036985.750000 Penalty: 5024.789062
	Iteration 56Q: 3 clusters Score -3036986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3036992.500000 Penalty: 5024.789062
	Iteration 57Q: 3 clusters Score -3036992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3036995.250000 Penalty: 5024.789062
	Iteration 58Q: 3 clusters Score -3036995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3037001.500000 Penalty: 5024.789062
	Iteration 59Q: 3 clusters Score -3037002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3037005.500000 Penalty: 5024.789062
	Iteration 60F: 3 clusters Score -3037006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3037010.000000 Penalty: 5024.789062
	Iteration 61Q: 3 clusters Score -3037010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3037008.500000 Penalty: 5024.789062
	Iteration 62Q: 3 clusters Score -3037008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3037011.250000 Penalty: 5024.789062
	Iteration 63Q: 3 clusters Score -3037011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3037013.500000 Penalty: 5024.789062
	Iteration 64Q: 3 clusters Score -3037014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3037011.250000 Penalty: 5024.789062
	Iteration 65Q: 3 clusters Score -3037011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3037010.500000 Penalty: 5024.789062
	Iteration 66Q: 3 clusters Score -3037010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3037011.750000 Penalty: 5024.789062
	Iteration 67Q: 3 clusters Score -3037012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3037011.750000 Penalty: 5024.789062
	Iteration 68F: 3 clusters Score -3037012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (58638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Entering Unmasked Estep 
Score: -7248353.500000 Penalty: 2722.826416
	Iteration 0F: 2 clusters Score -7248354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -7209009.500000 Penalty: 5445.652832
	Iteration 0F: 3 clusters Score -7209010 nChanged 27215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -7224940.000000 Penalty: 5445.652832
	Iteration 1F: 3 clusters Score -7224940 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -7226296.500000 Penalty: 5445.652832
	Iteration 2Q: 3 clusters Score -7226296 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -7228075.500000 Penalty: 5445.652832
	Iteration 3F: 3 clusters Score -7228076 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -7230285.500000 Penalty: 5445.652832
	Iteration 4F: 3 clusters Score -7230286 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -7232604.000000 Penalty: 5445.652832
	Iteration 5F: 3 clusters Score -7232604 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -7234541.500000 Penalty: 5445.652832
	Iteration 6F: 3 clusters Score -7234542 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -7235903.500000 Penalty: 5445.652832
	Iteration 7F: 3 clusters Score -7235904 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -7236802.000000 Penalty: 5445.652832
	Iteration 8Q: 3 clusters Score -7236802 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -7237433.000000 Penalty: 5445.652832
	Iteration 9Q: 3 clusters Score -7237433 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -7237846.000000 Penalty: 5445.652832
	Iteration 10Q: 3 clusters Score -7237846 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -7238251.500000 Penalty: 5445.652832
	Iteration 11Q: 3 clusters Score -7238252 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -7238506.000000 Penalty: 5445.652832
	Iteration 12Q: 3 clusters Score -7238506 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -7238850.500000 Penalty: 5445.652832
	Iteration 13Q: 3 clusters Score -7238850 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -7239172.000000 Penalty: 5445.652832
	Iteration 14Q: 3 clusters Score -7239172 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -7239536.500000 Penalty: 5445.652832
	Iteration 15Q: 3 clusters Score -7239536 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -7239975.500000 Penalty: 5445.652832
	Iteration 16Q: 3 clusters Score -7239976 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -7240534.000000 Penalty: 5445.652832
	Iteration 17Q: 3 clusters Score -7240534 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -7241057.500000 Penalty: 5445.652832
	Iteration 18Q: 3 clusters Score -7241058 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -7241692.500000 Penalty: 5445.652832
	Iteration 19Q: 3 clusters Score -7241692 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -7242357.500000 Penalty: 5445.652832
	Iteration 20F: 3 clusters Score -7242358 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -7242991.000000 Penalty: 5445.652832
	Iteration 21Q: 3 clusters Score -7242991 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -7243545.500000 Penalty: 5445.652832
	Iteration 22Q: 3 clusters Score -7243546 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -7244045.000000 Penalty: 5445.652832
	Iteration 23Q: 3 clusters Score -7244045 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -7244412.000000 Penalty: 5445.652832
	Iteration 24Q: 3 clusters Score -7244412 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -7244697.000000 Penalty: 5445.652832
	Iteration 25Q: 3 clusters Score -7244697 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -7244926.500000 Penalty: 5445.652832
	Iteration 26Q: 3 clusters Score -7244926 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -7245089.000000 Penalty: 5445.652832
	Iteration 27Q: 3 clusters Score -7245089 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -7245242.500000 Penalty: 5445.652832
	Iteration 28Q: 3 clusters Score -7245242 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -7245386.500000 Penalty: 5445.652832
	Iteration 29Q: 3 clusters Score -7245386 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -7245504.500000 Penalty: 5445.652832
	Iteration 30Q: 3 clusters Score -7245504 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -7245601.000000 Penalty: 5445.652832
	Iteration 31Q: 3 clusters Score -7245601 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -7245721.500000 Penalty: 5445.652832
	Iteration 32Q: 3 clusters Score -7245722 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -7245808.000000 Penalty: 5445.652832
	Iteration 33Q: 3 clusters Score -7245808 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -7245867.000000 Penalty: 5445.652832
	Iteration 34Q: 3 clusters Score -7245867 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -7245919.500000 Penalty: 5445.652832
	Iteration 35Q: 3 clusters Score -7245920 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -7245960.000000 Penalty: 5445.652832
	Iteration 36Q: 3 clusters Score -7245960 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -7245993.000000 Penalty: 5445.652832
	Iteration 37Q: 3 clusters Score -7245993 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -7246032.500000 Penalty: 5445.652832
	Iteration 38Q: 3 clusters Score -7246032 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -7246040.000000 Penalty: 5445.652832
	Iteration 39Q: 3 clusters Score -7246040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7246075.000000 Penalty: 5445.652832
	Iteration 40F: 3 clusters Score -7246075 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -7246077.500000 Penalty: 5445.652832
	Iteration 41Q: 3 clusters Score -7246078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -7246103.000000 Penalty: 5445.652832
	Iteration 42Q: 3 clusters Score -7246103 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -7246129.000000 Penalty: 5445.652832
	Iteration 43Q: 3 clusters Score -7246129 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7246156.500000 Penalty: 5445.652832
	Iteration 44Q: 3 clusters Score -7246156 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -7246189.500000 Penalty: 5445.652832
	Iteration 45Q: 3 clusters Score -7246190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -7246203.000000 Penalty: 5445.652832
	Iteration 46Q: 3 clusters Score -7246203 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7246223.500000 Penalty: 5445.652832
	Iteration 47Q: 3 clusters Score -7246224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7246237.500000 Penalty: 5445.652832
	Iteration 48Q: 3 clusters Score -7246238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7246233.000000 Penalty: 5445.652832
	Iteration 49Q: 3 clusters Score -7246233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7246238.000000 Penalty: 5445.652832
	Iteration 50Q: 3 clusters Score -7246238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7246226.500000 Penalty: 5445.652832
	Iteration 51Q: 3 clusters Score -7246226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7246241.500000 Penalty: 5445.652832
	Iteration 52Q: 3 clusters Score -7246242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7246242.500000 Penalty: 5445.652832
	Iteration 53Q: 3 clusters Score -7246242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -7246261.000000 Penalty: 5445.652832
	Iteration 54Q: 3 clusters Score -7246261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7246271.000000 Penalty: 5445.652832
	Iteration 55Q: 3 clusters Score -7246271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7246277.500000 Penalty: 5445.652832
	Iteration 56Q: 3 clusters Score -7246278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -7246279.500000 Penalty: 5445.652832
	Iteration 57Q: 3 clusters Score -7246280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7246282.500000 Penalty: 5445.652832
	Iteration 58Q: 3 clusters Score -7246282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7246281.500000 Penalty: 5445.652832
	Iteration 59Q: 3 clusters Score -7246282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7246280.000000 Penalty: 5445.652832
	Iteration 60F: 3 clusters Score -7246280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7246283.000000 Penalty: 5445.652832
	Iteration 61Q: 3 clusters Score -7246283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7246276.000000 Penalty: 5445.652832
	Iteration 62Q: 3 clusters Score -7246276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -7246287.000000 Penalty: 5445.652832
	Iteration 63Q: 3 clusters Score -7246287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7246289.000000 Penalty: 5445.652832
	Iteration 64Q: 3 clusters Score -7246289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7246287.000000 Penalty: 5445.652832
	Iteration 65Q: 3 clusters Score -7246287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -7246294.000000 Penalty: 5445.652832
	Iteration 66Q: 3 clusters Score -7246294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7246295.500000 Penalty: 5445.652832
	Iteration 67Q: 3 clusters Score -7246296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7246303.000000 Penalty: 5445.652832
	Iteration 68Q: 3 clusters Score -7246303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7246316.000000 Penalty: 5445.652832
	Iteration 69Q: 3 clusters Score -7246316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7246317.500000 Penalty: 5445.652832
	Iteration 70Q: 3 clusters Score -7246318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -7246321.000000 Penalty: 5445.652832
	Iteration 71Q: 3 clusters Score -7246321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7246315.000000 Penalty: 5445.652832
	Iteration 72Q: 3 clusters Score -7246315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7246339.500000 Penalty: 5445.652832
	Iteration 73Q: 3 clusters Score -7246340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7246351.000000 Penalty: 5445.652832
	Iteration 74Q: 3 clusters Score -7246351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7246371.000000 Penalty: 5445.652832
	Iteration 75Q: 3 clusters Score -7246371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7246386.500000 Penalty: 5445.652832
	Iteration 76Q: 3 clusters Score -7246386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7246397.000000 Penalty: 5445.652832
	Iteration 77Q: 3 clusters Score -7246397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7246408.500000 Penalty: 5445.652832
	Iteration 78Q: 3 clusters Score -7246408 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7246430.000000 Penalty: 5445.652832
	Iteration 79Q: 3 clusters Score -7246430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7246456.000000 Penalty: 5445.652832
	Iteration 80F: 3 clusters Score -7246456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7246470.000000 Penalty: 5445.652832
	Iteration 81Q: 3 clusters Score -7246470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7246485.500000 Penalty: 5445.652832
	Iteration 82Q: 3 clusters Score -7246486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7246496.500000 Penalty: 5445.652832
	Iteration 83Q: 3 clusters Score -7246496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7246516.500000 Penalty: 5445.652832
	Iteration 84Q: 3 clusters Score -7246516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7246522.000000 Penalty: 5445.652832
	Iteration 85Q: 3 clusters Score -7246522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7246535.000000 Penalty: 5445.652832
	Iteration 86Q: 3 clusters Score -7246535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7246544.000000 Penalty: 5445.652832
	Iteration 87Q: 3 clusters Score -7246544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7246542.500000 Penalty: 5445.652832
	Iteration 88Q: 3 clusters Score -7246542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7246561.500000 Penalty: 5445.652832
	Iteration 89Q: 3 clusters Score -7246562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7246561.500000 Penalty: 5445.652832
	Iteration 90Q: 3 clusters Score -7246562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7246565.500000 Penalty: 5445.652832
	Iteration 91Q: 3 clusters Score -7246566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7246569.000000 Penalty: 5445.652832
	Iteration 92Q: 3 clusters Score -7246569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7246567.000000 Penalty: 5445.652832
	Iteration 93Q: 3 clusters Score -7246567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7246562.500000 Penalty: 5445.652832
	Iteration 94Q: 3 clusters Score -7246562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7246576.000000 Penalty: 5445.652832
	Iteration 95Q: 3 clusters Score -7246576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7246579.000000 Penalty: 5445.652832
	Iteration 96Q: 3 clusters Score -7246579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7246578.000000 Penalty: 5445.652832
	Iteration 97Q: 3 clusters Score -7246578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7246576.500000 Penalty: 5445.652832
	Iteration 98Q: 3 clusters Score -7246576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7246586.000000 Penalty: 5445.652832
	Iteration 99Q: 3 clusters Score -7246586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7246586.000000 Penalty: 5445.652832
	Iteration 100F: 3 clusters Score -7246586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7246588.000000 Penalty: 5445.652832
	Iteration 101Q: 3 clusters Score -7246588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7246587.000000 Penalty: 5445.652832
	Iteration 102Q: 3 clusters Score -7246587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7246585.500000 Penalty: 5445.652832
	Iteration 103Q: 3 clusters Score -7246586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7246593.500000 Penalty: 5445.652832
	Iteration 104Q: 3 clusters Score -7246594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7246595.500000 Penalty: 5445.652832
	Iteration 105Q: 3 clusters Score -7246596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7246597.500000 Penalty: 5445.652832
	Iteration 106Q: 3 clusters Score -7246598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7246601.000000 Penalty: 5445.652832
	Iteration 107Q: 3 clusters Score -7246601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7246605.000000 Penalty: 5445.652832
	Iteration 108Q: 3 clusters Score -7246605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7246600.000000 Penalty: 5445.652832
	Iteration 109Q: 3 clusters Score -7246600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7246600.000000 Penalty: 5445.652832
	Iteration 110F: 3 clusters Score -7246600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -612887.687500 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -612887.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -608253.687500 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -608253.7 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -609455.250000 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -609455.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -609715.625000 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -609715.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -609888.312500 Penalty: 4250.236816
	Iteration 3F: 3 clusters Score -609888.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -610052.000000 Penalty: 4250.236816
	Iteration 4Q: 3 clusters Score -610052 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -610259.562500 Penalty: 4250.236816
	Iteration 5Q: 3 clusters Score -610259.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -610497.500000 Penalty: 4250.236816
	Iteration 6F: 3 clusters Score -610497.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -610799.062500 Penalty: 4250.236816
	Iteration 7F: 3 clusters Score -610799.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -611128.437500 Penalty: 4250.236816
	Iteration 8F: 3 clusters Score -611128.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -611399.000000 Penalty: 4250.236816
	Iteration 9F: 3 clusters Score -611399 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -611572.312500 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -611572.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -611674.500000 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -611674.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -611722.312500 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -611722.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -611747.750000 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -611747.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -611771.062500 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -611771.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -611795.375000 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -611795.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -611813.812500 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -611813.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -611829.375000 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -611829.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -611842.000000 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -611842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -611853.812500 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -611853.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -611863.562500 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -611863.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -611874.687500 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -611874.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -611880.437500 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -611880.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -611886.000000 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -611886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -611889.500000 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -611889.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -611893.812500 Penalty: 4250.236816
	Iteration 25Q: 3 clusters Score -611893.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -611897.875000 Penalty: 4250.236816
	Iteration 26Q: 3 clusters Score -611897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -611903.375000 Penalty: 4250.236816
	Iteration 27Q: 3 clusters Score -611903.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -611908.000000 Penalty: 4250.236816
	Iteration 28Q: 3 clusters Score -611908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -611911.312500 Penalty: 4250.236816
	Iteration 29Q: 3 clusters Score -611911.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -611913.875000 Penalty: 4250.236816
	Iteration 30Q: 3 clusters Score -611913.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -611915.500000 Penalty: 4250.236816
	Iteration 31Q: 3 clusters Score -611915.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -611915.437500 Penalty: 4250.236816
	Iteration 32Q: 3 clusters Score -611915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -611917.062500 Penalty: 4250.236816
	Iteration 33Q: 3 clusters Score -611917.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -611917.000000 Penalty: 4250.236816
	Iteration 34Q: 3 clusters Score -611917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -611917.812500 Penalty: 4250.236816
	Iteration 35Q: 3 clusters Score -611917.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -611917.812500 Penalty: 4250.236816
	Iteration 36F: 3 clusters Score -611917.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -386744.125000 Penalty: 2010.639893
	Iteration 0F: 2 clusters Score -386744.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -383323.437500 Penalty: 4021.279785
	Iteration 0F: 3 clusters Score -383323.4 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -384172.406250 Penalty: 4021.279785
	Iteration 1F: 3 clusters Score -384172.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -384521.937500 Penalty: 4021.279785
	Iteration 2F: 3 clusters Score -384521.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -384880.093750 Penalty: 4021.279785
	Iteration 3F: 3 clusters Score -384880.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -385173.187500 Penalty: 4021.279785
	Iteration 4F: 3 clusters Score -385173.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -385432.218750 Penalty: 4021.279785
	Iteration 5F: 3 clusters Score -385432.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -385634.656250 Penalty: 4021.279785
	Iteration 6F: 3 clusters Score -385634.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -385824.687500 Penalty: 4021.279785
	Iteration 7Q: 3 clusters Score -385824.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -386001.000000 Penalty: 4021.279785
	Iteration 8Q: 3 clusters Score -386001 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -386181.406250 Penalty: 4021.279785
	Iteration 9Q: 3 clusters Score -386181.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -386334.812500 Penalty: 4021.279785
	Iteration 10Q: 3 clusters Score -386334.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -386430.812500 Penalty: 4021.279785
	Iteration 11Q: 3 clusters Score -386430.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -386491.937500 Penalty: 4021.279785
	Iteration 12Q: 3 clusters Score -386491.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -386504.656250 Penalty: 4021.279785
	Iteration 13Q: 3 clusters Score -386504.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -386506.093750 Penalty: 4021.279785
	Iteration 14Q: 3 clusters Score -386506.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -386509.562500 Penalty: 4021.279785
	Iteration 15Q: 3 clusters Score -386509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -386509.437500 Penalty: 4021.279785
	Iteration 16Q: 3 clusters Score -386509.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -386509.437500 Penalty: 4021.279785
	Iteration 17F: 3 clusters Score -386509.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -49312.328125 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -49312.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48194.320312 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -48194.32 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48601.210938 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -48601.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48736.496094 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -48736.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -48782.617188 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -48782.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -48796.093750 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -48796.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -48803.703125 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -48803.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -48804.824219 Penalty: 2997.145996
	Iteration 6F: 3 clusters Score -48804.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -48810.730469 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -48810.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48814.472656 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -48814.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -48822.523438 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -48822.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48824.050781 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -48824.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48824.050781 Penalty: 2997.145996
	Iteration 11F: 3 clusters Score -48824.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Entering Unmasked Estep 
Score: -1534384.000000 Penalty: 2325.610840
	Iteration 0F: 2 clusters Score -1534384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1525641.750000 Penalty: 4651.221680
	Iteration 0F: 3 clusters Score -1525642 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1528219.375000 Penalty: 4651.221680
	Iteration 1F: 3 clusters Score -1528219 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1528528.875000 Penalty: 4651.221680
	Iteration 2F: 3 clusters Score -1528529 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1528741.000000 Penalty: 4651.221680
	Iteration 3Q: 3 clusters Score -1528741 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1528936.375000 Penalty: 4651.221680
	Iteration 4Q: 3 clusters Score -1528936 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1529109.250000 Penalty: 4651.221680
	Iteration 5Q: 3 clusters Score -1529109 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1529281.125000 Penalty: 4651.221680
	Iteration 6Q: 3 clusters Score -1529281 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1529453.000000 Penalty: 4651.221680
	Iteration 7Q: 3 clusters Score -1529453 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1529700.500000 Penalty: 4651.221680
	Iteration 8Q: 3 clusters Score -1529700 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1530027.875000 Penalty: 4651.221680
	Iteration 9Q: 3 clusters Score -1530028 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1530402.625000 Penalty: 4651.221680
	Iteration 10Q: 3 clusters Score -1530403 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1530789.000000 Penalty: 4651.221680
	Iteration 11Q: 3 clusters Score -1530789 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1531156.125000 Penalty: 4651.221680
	Iteration 12Q: 3 clusters Score -1531156 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1531505.000000 Penalty: 4651.221680
	Iteration 13Q: 3 clusters Score -1531505 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1531778.375000 Penalty: 4651.221680
	Iteration 14Q: 3 clusters Score -1531778 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1531962.625000 Penalty: 4651.221680
	Iteration 15Q: 3 clusters Score -1531963 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1532058.250000 Penalty: 4651.221680
	Iteration 16Q: 3 clusters Score -1532058 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1532132.875000 Penalty: 4651.221680
	Iteration 17Q: 3 clusters Score -1532133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1532168.125000 Penalty: 4651.221680
	Iteration 18Q: 3 clusters Score -1532168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1532207.000000 Penalty: 4651.221680
	Iteration 19Q: 3 clusters Score -1532207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1532242.625000 Penalty: 4651.221680
	Iteration 20F: 3 clusters Score -1532243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1532272.375000 Penalty: 4651.221680
	Iteration 21Q: 3 clusters Score -1532272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1532291.000000 Penalty: 4651.221680
	Iteration 22Q: 3 clusters Score -1532291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1532318.500000 Penalty: 4651.221680
	Iteration 23Q: 3 clusters Score -1532318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1532335.875000 Penalty: 4651.221680
	Iteration 24Q: 3 clusters Score -1532336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1532351.875000 Penalty: 4651.221680
	Iteration 25Q: 3 clusters Score -1532352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1532359.500000 Penalty: 4651.221680
	Iteration 26Q: 3 clusters Score -1532360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1532365.000000 Penalty: 4651.221680
	Iteration 27Q: 3 clusters Score -1532365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1532368.625000 Penalty: 4651.221680
	Iteration 28Q: 3 clusters Score -1532369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1532375.625000 Penalty: 4651.221680
	Iteration 29Q: 3 clusters Score -1532376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1532381.500000 Penalty: 4651.221680
	Iteration 30Q: 3 clusters Score -1532382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1532386.250000 Penalty: 4651.221680
	Iteration 31Q: 3 clusters Score -1532386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1532388.375000 Penalty: 4651.221680
	Iteration 32Q: 3 clusters Score -1532388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1532389.875000 Penalty: 4651.221680
	Iteration 33Q: 3 clusters Score -1532390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1532392.625000 Penalty: 4651.221680
	Iteration 34Q: 3 clusters Score -1532393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1532392.625000 Penalty: 4651.221680
	Iteration 35F: 3 clusters Score -1532393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Entering Unmasked Estep 
Score: -4048751.000000 Penalty: 2587.317627
	Iteration 0F: 2 clusters Score -4048751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4025736.750000 Penalty: 5174.635254
	Iteration 0F: 3 clusters Score -4025737 nChanged 15356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -4035271.500000 Penalty: 5174.635254
	Iteration 1F: 3 clusters Score -4035272 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -4037156.250000 Penalty: 5174.635254
	Iteration 2F: 3 clusters Score -4037156 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -4039431.500000 Penalty: 5174.635254
	Iteration 3F: 3 clusters Score -4039432 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4041677.750000 Penalty: 5174.635254
	Iteration 4F: 3 clusters Score -4041678 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -4043434.250000 Penalty: 5174.635254
	Iteration 5F: 3 clusters Score -4043434 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -4044696.500000 Penalty: 5174.635254
	Iteration 6F: 3 clusters Score -4044696 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -4045609.000000 Penalty: 5174.635254
	Iteration 7Q: 3 clusters Score -4045609 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -4046222.750000 Penalty: 5174.635254
	Iteration 8Q: 3 clusters Score -4046223 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -4046570.000000 Penalty: 5174.635254
	Iteration 9Q: 3 clusters Score -4046570 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -4046751.250000 Penalty: 5174.635254
	Iteration 10Q: 3 clusters Score -4046751 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -4046847.250000 Penalty: 5174.635254
	Iteration 11Q: 3 clusters Score -4046847 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -4046915.000000 Penalty: 5174.635254
	Iteration 12Q: 3 clusters Score -4046915 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4046954.000000 Penalty: 5174.635254
	Iteration 13Q: 3 clusters Score -4046954 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -4046991.000000 Penalty: 5174.635254
	Iteration 14Q: 3 clusters Score -4046991 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -4047012.750000 Penalty: 5174.635254
	Iteration 15Q: 3 clusters Score -4047013 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4047038.000000 Penalty: 5174.635254
	Iteration 16Q: 3 clusters Score -4047038 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -4047057.500000 Penalty: 5174.635254
	Iteration 17Q: 3 clusters Score -4047058 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -4047061.500000 Penalty: 5174.635254
	Iteration 18Q: 3 clusters Score -4047062 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -4047086.500000 Penalty: 5174.635254
	Iteration 19Q: 3 clusters Score -4047086 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -4047101.000000 Penalty: 5174.635254
	Iteration 20F: 3 clusters Score -4047101 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -4047109.500000 Penalty: 5174.635254
	Iteration 21Q: 3 clusters Score -4047110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -4047105.750000 Penalty: 5174.635254
	Iteration 22Q: 3 clusters Score -4047106 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -4047107.500000 Penalty: 5174.635254
	Iteration 23Q: 3 clusters Score -4047108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -4047112.250000 Penalty: 5174.635254
	Iteration 24Q: 3 clusters Score -4047112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4047109.000000 Penalty: 5174.635254
	Iteration 25Q: 3 clusters Score -4047109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -4047114.500000 Penalty: 5174.635254
	Iteration 26Q: 3 clusters Score -4047114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -4047115.000000 Penalty: 5174.635254
	Iteration 27Q: 3 clusters Score -4047115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -4047118.750000 Penalty: 5174.635254
	Iteration 28Q: 3 clusters Score -4047119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4047119.000000 Penalty: 5174.635254
	Iteration 29Q: 3 clusters Score -4047119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4047119.500000 Penalty: 5174.635254
	Iteration 30Q: 3 clusters Score -4047120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -4047125.500000 Penalty: 5174.635254
	Iteration 31Q: 3 clusters Score -4047126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -4047118.250000 Penalty: 5174.635254
	Iteration 32Q: 3 clusters Score -4047118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -4047126.500000 Penalty: 5174.635254
	Iteration 33Q: 3 clusters Score -4047126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -4047131.750000 Penalty: 5174.635254
	Iteration 34Q: 3 clusters Score -4047132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -4047136.000000 Penalty: 5174.635254
	Iteration 35Q: 3 clusters Score -4047136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -4047132.500000 Penalty: 5174.635254
	Iteration 36Q: 3 clusters Score -4047132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -4047130.750000 Penalty: 5174.635254
	Iteration 37Q: 3 clusters Score -4047131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -4047121.000000 Penalty: 5174.635254
	Iteration 38Q: 3 clusters Score -4047121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -4047124.500000 Penalty: 5174.635254
	Iteration 39Q: 3 clusters Score -4047124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -4047123.000000 Penalty: 5174.635254
	Iteration 40F: 3 clusters Score -4047123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -4047122.500000 Penalty: 5174.635254
	Iteration 41Q: 3 clusters Score -4047122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -4047127.750000 Penalty: 5174.635254
	Iteration 42Q: 3 clusters Score -4047128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -4047123.250000 Penalty: 5174.635254
	Iteration 43Q: 3 clusters Score -4047123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -4047128.750000 Penalty: 5174.635254
	Iteration 44Q: 3 clusters Score -4047129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -4047126.000000 Penalty: 5174.635254
	Iteration 45Q: 3 clusters Score -4047126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -4047127.000000 Penalty: 5174.635254
	Iteration 46Q: 3 clusters Score -4047127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -4047128.250000 Penalty: 5174.635254
	Iteration 47Q: 3 clusters Score -4047128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4047127.000000 Penalty: 5174.635254
	Iteration 48Q: 3 clusters Score -4047127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -4047126.750000 Penalty: 5174.635254
	Iteration 49Q: 3 clusters Score -4047127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -4047125.750000 Penalty: 5174.635254
	Iteration 50Q: 3 clusters Score -4047126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -4047124.500000 Penalty: 5174.635254
	Iteration 51Q: 3 clusters Score -4047124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -4047125.000000 Penalty: 5174.635254
	Iteration 52Q: 3 clusters Score -4047125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -4047127.250000 Penalty: 5174.635254
	Iteration 53Q: 3 clusters Score -4047127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -4047131.000000 Penalty: 5174.635254
	Iteration 54Q: 3 clusters Score -4047131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -4047128.750000 Penalty: 5174.635254
	Iteration 55Q: 3 clusters Score -4047129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -4047130.250000 Penalty: 5174.635254
	Iteration 56Q: 3 clusters Score -4047130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -4047126.250000 Penalty: 5174.635254
	Iteration 57Q: 3 clusters Score -4047126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -4047126.250000 Penalty: 5174.635254
	Iteration 58F: 3 clusters Score -4047126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -321786.562500 Penalty: 1962.371704
	Iteration 0F: 2 clusters Score -321786.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -318732.531250 Penalty: 3924.743408
	Iteration 0F: 3 clusters Score -318732.5 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -319447.156250 Penalty: 3924.743408
	Iteration 1F: 3 clusters Score -319447.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -319732.218750 Penalty: 3924.743408
	Iteration 2F: 3 clusters Score -319732.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -319991.968750 Penalty: 3924.743408
	Iteration 3F: 3 clusters Score -319992 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -320270.718750 Penalty: 3924.743408
	Iteration 4F: 3 clusters Score -320270.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -320556.468750 Penalty: 3924.743408
	Iteration 5F: 3 clusters Score -320556.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -320788.125000 Penalty: 3924.743408
	Iteration 6F: 3 clusters Score -320788.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -320982.875000 Penalty: 3924.743408
	Iteration 7Q: 3 clusters Score -320982.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -321127.750000 Penalty: 3924.743408
	Iteration 8Q: 3 clusters Score -321127.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -321227.843750 Penalty: 3924.743408
	Iteration 9Q: 3 clusters Score -321227.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -321310.250000 Penalty: 3924.743408
	Iteration 10Q: 3 clusters Score -321310.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -321371.343750 Penalty: 3924.743408
	Iteration 11Q: 3 clusters Score -321371.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -321405.343750 Penalty: 3924.743408
	Iteration 12Q: 3 clusters Score -321405.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -321426.156250 Penalty: 3924.743408
	Iteration 13Q: 3 clusters Score -321426.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -321446.468750 Penalty: 3924.743408
	Iteration 14Q: 3 clusters Score -321446.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -321464.156250 Penalty: 3924.743408
	Iteration 15Q: 3 clusters Score -321464.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -321475.937500 Penalty: 3924.743408
	Iteration 16Q: 3 clusters Score -321475.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -321480.437500 Penalty: 3924.743408
	Iteration 17Q: 3 clusters Score -321480.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -321486.000000 Penalty: 3924.743408
	Iteration 18Q: 3 clusters Score -321486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -321495.000000 Penalty: 3924.743408
	Iteration 19Q: 3 clusters Score -321495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -321500.812500 Penalty: 3924.743408
	Iteration 20F: 3 clusters Score -321500.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -321506.718750 Penalty: 3924.743408
	Iteration 21Q: 3 clusters Score -321506.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -321512.500000 Penalty: 3924.743408
	Iteration 22Q: 3 clusters Score -321512.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -321516.093750 Penalty: 3924.743408
	Iteration 23Q: 3 clusters Score -321516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -321518.562500 Penalty: 3924.743408
	Iteration 24Q: 3 clusters Score -321518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -321520.000000 Penalty: 3924.743408
	Iteration 25Q: 3 clusters Score -321520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -321521.406250 Penalty: 3924.743408
	Iteration 26Q: 3 clusters Score -321521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -321521.531250 Penalty: 3924.743408
	Iteration 27Q: 3 clusters Score -321521.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -321521.531250 Penalty: 3924.743408
	Iteration 28F: 3 clusters Score -321521.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Entering Unmasked Estep 
Score: -944950.437500 Penalty: 2226.551514
	Iteration 0F: 2 clusters Score -944950.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -938568.312500 Penalty: 4453.103027
	Iteration 0F: 3 clusters Score -938568.3 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -940519.125000 Penalty: 4453.103027
	Iteration 1F: 3 clusters Score -940519.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -940947.750000 Penalty: 4453.103027
	Iteration 2F: 3 clusters Score -940947.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -941429.312500 Penalty: 4453.103027
	Iteration 3F: 3 clusters Score -941429.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -942180.312500 Penalty: 4453.103027
	Iteration 4F: 3 clusters Score -942180.3 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -943240.562500 Penalty: 4453.103027
	Iteration 5F: 3 clusters Score -943240.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -944144.500000 Penalty: 4453.103027
	Iteration 6F: 3 clusters Score -944144.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -944590.000000 Penalty: 4453.103027
	Iteration 7F: 3 clusters Score -944590 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -944799.312500 Penalty: 4453.103027
	Iteration 8Q: 3 clusters Score -944799.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -944904.562500 Penalty: 4453.103027
	Iteration 9Q: 3 clusters Score -944904.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -944965.750000 Penalty: 4453.103027
	Iteration 10Q: 3 clusters Score -944965.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -945017.125000 Penalty: 4453.103027
	Iteration 11Q: 3 clusters Score -945017.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -945066.625000 Penalty: 4453.103027
	Iteration 12Q: 3 clusters Score -945066.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -945100.500000 Penalty: 4453.103027
	Iteration 13Q: 3 clusters Score -945100.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -945127.062500 Penalty: 4453.103027
	Iteration 14Q: 3 clusters Score -945127.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -945159.312500 Penalty: 4453.103027
	Iteration 15Q: 3 clusters Score -945159.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -945180.812500 Penalty: 4453.103027
	Iteration 16Q: 3 clusters Score -945180.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -945208.937500 Penalty: 4453.103027
	Iteration 17Q: 3 clusters Score -945208.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -945227.875000 Penalty: 4453.103027
	Iteration 18Q: 3 clusters Score -945227.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -945238.562500 Penalty: 4453.103027
	Iteration 19Q: 3 clusters Score -945238.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -945246.937500 Penalty: 4453.103027
	Iteration 20F: 3 clusters Score -945246.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -945254.375000 Penalty: 4453.103027
	Iteration 21Q: 3 clusters Score -945254.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -945256.937500 Penalty: 4453.103027
	Iteration 22Q: 3 clusters Score -945256.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -945260.625000 Penalty: 4453.103027
	Iteration 23Q: 3 clusters Score -945260.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -945266.437500 Penalty: 4453.103027
	Iteration 24Q: 3 clusters Score -945266.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -945275.125000 Penalty: 4453.103027
	Iteration 25Q: 3 clusters Score -945275.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -945282.250000 Penalty: 4453.103027
	Iteration 26Q: 3 clusters Score -945282.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -945290.312500 Penalty: 4453.103027
	Iteration 27Q: 3 clusters Score -945290.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -945297.875000 Penalty: 4453.103027
	Iteration 28Q: 3 clusters Score -945297.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -945304.125000 Penalty: 4453.103027
	Iteration 29Q: 3 clusters Score -945304.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -945311.875000 Penalty: 4453.103027
	Iteration 30Q: 3 clusters Score -945311.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -945322.875000 Penalty: 4453.103027
	Iteration 31Q: 3 clusters Score -945322.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -945324.750000 Penalty: 4453.103027
	Iteration 32Q: 3 clusters Score -945324.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -945329.187500 Penalty: 4453.103027
	Iteration 33Q: 3 clusters Score -945329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -945329.125000 Penalty: 4453.103027
	Iteration 34Q: 3 clusters Score -945329.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -945331.375000 Penalty: 4453.103027
	Iteration 35Q: 3 clusters Score -945331.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -945333.312500 Penalty: 4453.103027
	Iteration 36Q: 3 clusters Score -945333.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -945335.250000 Penalty: 4453.103027
	Iteration 37Q: 3 clusters Score -945335.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -945339.250000 Penalty: 4453.103027
	Iteration 38Q: 3 clusters Score -945339.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -945341.500000 Penalty: 4453.103027
	Iteration 39Q: 3 clusters Score -945341.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -945343.875000 Penalty: 4453.103027
	Iteration 40F: 3 clusters Score -945343.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -945344.062500 Penalty: 4453.103027
	Iteration 41Q: 3 clusters Score -945344.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -945346.875000 Penalty: 4453.103027
	Iteration 42Q: 3 clusters Score -945346.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -945350.937500 Penalty: 4453.103027
	Iteration 43Q: 3 clusters Score -945350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -945350.937500 Penalty: 4453.103027
	Iteration 44F: 3 clusters Score -945350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 20954 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 2108 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 6299 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20691 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 1652 members 
Mstep: Class 65 contains 3481 members 
Mstep: Class 66 contains 5402 members 
Mstep: Class 67 contains 6831 members 
Mstep: Class 68 contains 5819 members 
Entering Unmasked Estep 
Score: -154494592.000000 Penalty: 237579.203125
Splitting cluster 37 changes total score from -154488224.000000 to -154494592.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 38 (20921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Entering Unmasked Estep 
Score: -2560932.000000 Penalty: 2467.229980
	Iteration 0F: 2 clusters Score -2560932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2546212.250000 Penalty: 4934.459961
	Iteration 0F: 3 clusters Score -2546212 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2551108.750000 Penalty: 4934.459961
	Iteration 1F: 3 clusters Score -2551109 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2551569.750000 Penalty: 4934.459961
	Iteration 2F: 3 clusters Score -2551570 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2552008.250000 Penalty: 4934.459961
	Iteration 3Q: 3 clusters Score -2552008 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2552475.000000 Penalty: 4934.459961
	Iteration 4Q: 3 clusters Score -2552475 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2553028.500000 Penalty: 4934.459961
	Iteration 5Q: 3 clusters Score -2553028 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2553737.500000 Penalty: 4934.459961
	Iteration 6F: 3 clusters Score -2553738 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2554610.000000 Penalty: 4934.459961
	Iteration 7F: 3 clusters Score -2554610 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2555607.500000 Penalty: 4934.459961
	Iteration 8F: 3 clusters Score -2555608 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2556511.500000 Penalty: 4934.459961
	Iteration 9F: 3 clusters Score -2556512 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2557297.250000 Penalty: 4934.459961
	Iteration 10Q: 3 clusters Score -2557297 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2557863.750000 Penalty: 4934.459961
	Iteration 11Q: 3 clusters Score -2557864 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2558291.750000 Penalty: 4934.459961
	Iteration 12Q: 3 clusters Score -2558292 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2558550.250000 Penalty: 4934.459961
	Iteration 13Q: 3 clusters Score -2558550 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2558708.500000 Penalty: 4934.459961
	Iteration 14Q: 3 clusters Score -2558708 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2558819.250000 Penalty: 4934.459961
	Iteration 15Q: 3 clusters Score -2558819 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2558871.000000 Penalty: 4934.459961
	Iteration 16Q: 3 clusters Score -2558871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2558902.750000 Penalty: 4934.459961
	Iteration 17Q: 3 clusters Score -2558903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2558941.750000 Penalty: 4934.459961
	Iteration 18Q: 3 clusters Score -2558942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2558972.500000 Penalty: 4934.459961
	Iteration 19Q: 3 clusters Score -2558972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2558994.750000 Penalty: 4934.459961
	Iteration 20F: 3 clusters Score -2558995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2559016.250000 Penalty: 4934.459961
	Iteration 21Q: 3 clusters Score -2559016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2559024.500000 Penalty: 4934.459961
	Iteration 22Q: 3 clusters Score -2559024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2559030.500000 Penalty: 4934.459961
	Iteration 23Q: 3 clusters Score -2559030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2559037.750000 Penalty: 4934.459961
	Iteration 24Q: 3 clusters Score -2559038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2559052.000000 Penalty: 4934.459961
	Iteration 25Q: 3 clusters Score -2559052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2559061.000000 Penalty: 4934.459961
	Iteration 26Q: 3 clusters Score -2559061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2559063.000000 Penalty: 4934.459961
	Iteration 27Q: 3 clusters Score -2559063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2559064.500000 Penalty: 4934.459961
	Iteration 28Q: 3 clusters Score -2559064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2559067.750000 Penalty: 4934.459961
	Iteration 29Q: 3 clusters Score -2559068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2559069.250000 Penalty: 4934.459961
	Iteration 30Q: 3 clusters Score -2559069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2559069.750000 Penalty: 4934.459961
	Iteration 31Q: 3 clusters Score -2559070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2559070.750000 Penalty: 4934.459961
	Iteration 32Q: 3 clusters Score -2559071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2559070.750000 Penalty: 4934.459961
	Iteration 33F: 3 clusters Score -2559071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -682345.812500 Penalty: 2141.606445
	Iteration 0F: 2 clusters Score -682345.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -677402.062500 Penalty: 4283.212891
	Iteration 0F: 3 clusters Score -677402.1 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -678616.125000 Penalty: 4283.212891
	Iteration 1F: 3 clusters Score -678616.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -678870.187500 Penalty: 4283.212891
	Iteration 2F: 3 clusters Score -678870.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -679061.625000 Penalty: 4283.212891
	Iteration 3F: 3 clusters Score -679061.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -679214.625000 Penalty: 4283.212891
	Iteration 4Q: 3 clusters Score -679214.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -679350.937500 Penalty: 4283.212891
	Iteration 5Q: 3 clusters Score -679350.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -679469.625000 Penalty: 4283.212891
	Iteration 6Q: 3 clusters Score -679469.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -679580.000000 Penalty: 4283.212891
	Iteration 7Q: 3 clusters Score -679580 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -679685.812500 Penalty: 4283.212891
	Iteration 8Q: 3 clusters Score -679685.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -679772.562500 Penalty: 4283.212891
	Iteration 9Q: 3 clusters Score -679772.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -679863.750000 Penalty: 4283.212891
	Iteration 10Q: 3 clusters Score -679863.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -679925.687500 Penalty: 4283.212891
	Iteration 11Q: 3 clusters Score -679925.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -679980.437500 Penalty: 4283.212891
	Iteration 12Q: 3 clusters Score -679980.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -680037.000000 Penalty: 4283.212891
	Iteration 13Q: 3 clusters Score -680037 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -680102.625000 Penalty: 4283.212891
	Iteration 14Q: 3 clusters Score -680102.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -680163.187500 Penalty: 4283.212891
	Iteration 15Q: 3 clusters Score -680163.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -680200.000000 Penalty: 4283.212891
	Iteration 16Q: 3 clusters Score -680200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -680224.937500 Penalty: 4283.212891
	Iteration 17Q: 3 clusters Score -680224.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -680249.250000 Penalty: 4283.212891
	Iteration 18Q: 3 clusters Score -680249.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -680264.937500 Penalty: 4283.212891
	Iteration 19Q: 3 clusters Score -680264.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -680277.000000 Penalty: 4283.212891
	Iteration 20F: 3 clusters Score -680277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -680286.562500 Penalty: 4283.212891
	Iteration 21Q: 3 clusters Score -680286.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -680294.625000 Penalty: 4283.212891
	Iteration 22Q: 3 clusters Score -680294.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -680308.312500 Penalty: 4283.212891
	Iteration 23Q: 3 clusters Score -680308.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -680313.750000 Penalty: 4283.212891
	Iteration 24Q: 3 clusters Score -680313.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -680318.687500 Penalty: 4283.212891
	Iteration 25Q: 3 clusters Score -680318.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -680320.750000 Penalty: 4283.212891
	Iteration 26Q: 3 clusters Score -680320.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -680327.812500 Penalty: 4283.212891
	Iteration 27Q: 3 clusters Score -680327.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -680331.875000 Penalty: 4283.212891
	Iteration 28Q: 3 clusters Score -680331.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -680333.500000 Penalty: 4283.212891
	Iteration 29Q: 3 clusters Score -680333.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -680336.000000 Penalty: 4283.212891
	Iteration 30Q: 3 clusters Score -680336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -680338.375000 Penalty: 4283.212891
	Iteration 31Q: 3 clusters Score -680338.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -680339.312500 Penalty: 4283.212891
	Iteration 32Q: 3 clusters Score -680339.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -680342.437500 Penalty: 4283.212891
	Iteration 33Q: 3 clusters Score -680342.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -680341.437500 Penalty: 4283.212891
	Iteration 34Q: 3 clusters Score -680341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -680341.750000 Penalty: 4283.212891
	Iteration 35Q: 3 clusters Score -680341.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -680343.625000 Penalty: 4283.212891
	Iteration 36Q: 3 clusters Score -680343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -680343.437500 Penalty: 4283.212891
	Iteration 37Q: 3 clusters Score -680343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -680344.062500 Penalty: 4283.212891
	Iteration 38Q: 3 clusters Score -680344.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -680345.750000 Penalty: 4283.212891
	Iteration 39Q: 3 clusters Score -680345.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -680346.625000 Penalty: 4283.212891
	Iteration 40F: 3 clusters Score -680346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -680346.812500 Penalty: 4283.212891
	Iteration 41Q: 3 clusters Score -680346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -680346.250000 Penalty: 4283.212891
	Iteration 42Q: 3 clusters Score -680346.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -680346.250000 Penalty: 4283.212891
	Iteration 43F: 3 clusters Score -680346.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (72048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Entering Unmasked Estep 
Score: -8072960.000000 Penalty: 2773.901855
	Iteration 0F: 2 clusters Score -8072960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -8024839.500000 Penalty: 5547.803711
	Iteration 0F: 3 clusters Score -8024840 nChanged 33640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -8044329.000000 Penalty: 5547.803711
	Iteration 1F: 3 clusters Score -8044329 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -8045736.500000 Penalty: 5547.803711
	Iteration 2Q: 3 clusters Score -8045736 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -8047612.500000 Penalty: 5547.803711
	Iteration 3F: 3 clusters Score -8047612 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -8049800.500000 Penalty: 5547.803711
	Iteration 4F: 3 clusters Score -8049800 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -8052229.500000 Penalty: 5547.803711
	Iteration 5F: 3 clusters Score -8052230 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -8054855.000000 Penalty: 5547.803711
	Iteration 6F: 3 clusters Score -8054855 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -8057394.000000 Penalty: 5547.803711
	Iteration 7F: 3 clusters Score -8057394 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -8059523.000000 Penalty: 5547.803711
	Iteration 8Q: 3 clusters Score -8059523 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -8060990.000000 Penalty: 5547.803711
	Iteration 9Q: 3 clusters Score -8060990 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -8061946.500000 Penalty: 5547.803711
	Iteration 10Q: 3 clusters Score -8061946 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -8062730.000000 Penalty: 5547.803711
	Iteration 11Q: 3 clusters Score -8062730 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -8063351.500000 Penalty: 5547.803711
	Iteration 12Q: 3 clusters Score -8063352 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -8063967.500000 Penalty: 5547.803711
	Iteration 13Q: 3 clusters Score -8063968 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -8064531.500000 Penalty: 5547.803711
	Iteration 14Q: 3 clusters Score -8064532 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -8065188.000000 Penalty: 5547.803711
	Iteration 15Q: 3 clusters Score -8065188 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -8065815.000000 Penalty: 5547.803711
	Iteration 16Q: 3 clusters Score -8065815 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -8066526.000000 Penalty: 5547.803711
	Iteration 17Q: 3 clusters Score -8066526 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -8067216.000000 Penalty: 5547.803711
	Iteration 18Q: 3 clusters Score -8067216 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -8067862.500000 Penalty: 5547.803711
	Iteration 19Q: 3 clusters Score -8067862 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -8068410.000000 Penalty: 5547.803711
	Iteration 20F: 3 clusters Score -8068410 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -8068893.500000 Penalty: 5547.803711
	Iteration 21Q: 3 clusters Score -8068894 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -8069389.000000 Penalty: 5547.803711
	Iteration 22Q: 3 clusters Score -8069389 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -8069767.500000 Penalty: 5547.803711
	Iteration 23Q: 3 clusters Score -8069768 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67320 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -8070134.500000 Penalty: 5547.803711
	Iteration 24Q: 3 clusters Score -8070134 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -8070339.000000 Penalty: 5547.803711
	Iteration 25Q: 3 clusters Score -8070339 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -8070466.000000 Penalty: 5547.803711
	Iteration 26Q: 3 clusters Score -8070466 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -8070614.500000 Penalty: 5547.803711
	Iteration 27Q: 3 clusters Score -8070614 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68899 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -8070740.500000 Penalty: 5547.803711
	Iteration 28Q: 3 clusters Score -8070740 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -8070796.500000 Penalty: 5547.803711
	Iteration 29Q: 3 clusters Score -8070796 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69312 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8070869.000000 Penalty: 5547.803711
	Iteration 30Q: 3 clusters Score -8070869 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -8070911.500000 Penalty: 5547.803711
	Iteration 31Q: 3 clusters Score -8070912 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -8070955.000000 Penalty: 5547.803711
	Iteration 32Q: 3 clusters Score -8070955 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8071015.000000 Penalty: 5547.803711
	Iteration 33Q: 3 clusters Score -8071015 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8071031.000000 Penalty: 5547.803711
	Iteration 34Q: 3 clusters Score -8071031 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8071052.000000 Penalty: 5547.803711
	Iteration 35Q: 3 clusters Score -8071052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8071088.500000 Penalty: 5547.803711
	Iteration 36Q: 3 clusters Score -8071088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8071115.500000 Penalty: 5547.803711
	Iteration 37Q: 3 clusters Score -8071116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70057 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8071107.500000 Penalty: 5547.803711
	Iteration 38Q: 3 clusters Score -8071108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8071116.000000 Penalty: 5547.803711
	Iteration 39Q: 3 clusters Score -8071116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8071136.000000 Penalty: 5547.803711
	Iteration 40F: 3 clusters Score -8071136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8071147.500000 Penalty: 5547.803711
	Iteration 41Q: 3 clusters Score -8071148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8071163.500000 Penalty: 5547.803711
	Iteration 42Q: 3 clusters Score -8071164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8071170.500000 Penalty: 5547.803711
	Iteration 43Q: 3 clusters Score -8071170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8071173.000000 Penalty: 5547.803711
	Iteration 44Q: 3 clusters Score -8071173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70278 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8071189.000000 Penalty: 5547.803711
	Iteration 45Q: 3 clusters Score -8071189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8071180.500000 Penalty: 5547.803711
	Iteration 46Q: 3 clusters Score -8071180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8071199.500000 Penalty: 5547.803711
	Iteration 47Q: 3 clusters Score -8071200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8071186.500000 Penalty: 5547.803711
	Iteration 48Q: 3 clusters Score -8071186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8071179.000000 Penalty: 5547.803711
	Iteration 49Q: 3 clusters Score -8071179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8071185.500000 Penalty: 5547.803711
	Iteration 50Q: 3 clusters Score -8071186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8071207.000000 Penalty: 5547.803711
	Iteration 51Q: 3 clusters Score -8071207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8071211.500000 Penalty: 5547.803711
	Iteration 52Q: 3 clusters Score -8071212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8071209.000000 Penalty: 5547.803711
	Iteration 53Q: 3 clusters Score -8071209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8071220.000000 Penalty: 5547.803711
	Iteration 54Q: 3 clusters Score -8071220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -8071215.500000 Penalty: 5547.803711
	Iteration 55Q: 3 clusters Score -8071216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8071217.000000 Penalty: 5547.803711
	Iteration 56Q: 3 clusters Score -8071217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8071215.500000 Penalty: 5547.803711
	Iteration 57Q: 3 clusters Score -8071216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8071223.000000 Penalty: 5547.803711
	Iteration 58Q: 3 clusters Score -8071223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8071224.000000 Penalty: 5547.803711
	Iteration 59Q: 3 clusters Score -8071224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70464 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8071220.000000 Penalty: 5547.803711
	Iteration 60F: 3 clusters Score -8071220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8071219.500000 Penalty: 5547.803711
	Iteration 61Q: 3 clusters Score -8071220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70480 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8071234.000000 Penalty: 5547.803711
	Iteration 62Q: 3 clusters Score -8071234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70483 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8071232.500000 Penalty: 5547.803711
	Iteration 63Q: 3 clusters Score -8071232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8071236.000000 Penalty: 5547.803711
	Iteration 64Q: 3 clusters Score -8071236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8071234.000000 Penalty: 5547.803711
	Iteration 65Q: 3 clusters Score -8071234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8071230.500000 Penalty: 5547.803711
	Iteration 66Q: 3 clusters Score -8071230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70496 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8071240.500000 Penalty: 5547.803711
	Iteration 67Q: 3 clusters Score -8071240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8071246.000000 Penalty: 5547.803711
	Iteration 68Q: 3 clusters Score -8071246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8071237.500000 Penalty: 5547.803711
	Iteration 69Q: 3 clusters Score -8071238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8071251.500000 Penalty: 5547.803711
	Iteration 70Q: 3 clusters Score -8071252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8071254.000000 Penalty: 5547.803711
	Iteration 71Q: 3 clusters Score -8071254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8071250.500000 Penalty: 5547.803711
	Iteration 72Q: 3 clusters Score -8071250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70525 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8071254.000000 Penalty: 5547.803711
	Iteration 73Q: 3 clusters Score -8071254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8071255.500000 Penalty: 5547.803711
	Iteration 74Q: 3 clusters Score -8071256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8071252.500000 Penalty: 5547.803711
	Iteration 75Q: 3 clusters Score -8071252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8071249.000000 Penalty: 5547.803711
	Iteration 76Q: 3 clusters Score -8071249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8071253.500000 Penalty: 5547.803711
	Iteration 77Q: 3 clusters Score -8071254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8071253.000000 Penalty: 5547.803711
	Iteration 78Q: 3 clusters Score -8071253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8071256.500000 Penalty: 5547.803711
	Iteration 79Q: 3 clusters Score -8071256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8071261.500000 Penalty: 5547.803711
	Iteration 80F: 3 clusters Score -8071262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8071259.000000 Penalty: 5547.803711
	Iteration 81Q: 3 clusters Score -8071259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8071265.000000 Penalty: 5547.803711
	Iteration 82Q: 3 clusters Score -8071265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8071265.500000 Penalty: 5547.803711
	Iteration 83Q: 3 clusters Score -8071266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8071265.500000 Penalty: 5547.803711
	Iteration 84F: 3 clusters Score -8071266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Entering Unmasked Estep 
Score: -635558.562500 Penalty: 2169.540283
	Iteration 0F: 2 clusters Score -635558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -630309.750000 Penalty: 4339.080566
	Iteration 0F: 3 clusters Score -630309.8 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -632444.562500 Penalty: 4339.080566
	Iteration 1F: 3 clusters Score -632444.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -633233.187500 Penalty: 4339.080566
	Iteration 2F: 3 clusters Score -633233.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -633917.500000 Penalty: 4339.080566
	Iteration 3F: 3 clusters Score -633917.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -634528.687500 Penalty: 4339.080566
	Iteration 4F: 3 clusters Score -634528.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -634959.687500 Penalty: 4339.080566
	Iteration 5F: 3 clusters Score -634959.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -635195.687500 Penalty: 4339.080566
	Iteration 6Q: 3 clusters Score -635195.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -635328.750000 Penalty: 4339.080566
	Iteration 7Q: 3 clusters Score -635328.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -635437.125000 Penalty: 4339.080566
	Iteration 8Q: 3 clusters Score -635437.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -635561.687500 Penalty: 4339.080566
	Iteration 9Q: 3 clusters Score -635561.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -635705.000000 Penalty: 4339.080566
	Iteration 10Q: 3 clusters Score -635705 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -635863.562500 Penalty: 4339.080566
	Iteration 11Q: 3 clusters Score -635863.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -636064.312500 Penalty: 4339.080566
	Iteration 12Q: 3 clusters Score -636064.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -636276.750000 Penalty: 4339.080566
	Iteration 13Q: 3 clusters Score -636276.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -636480.062500 Penalty: 4339.080566
	Iteration 14Q: 3 clusters Score -636480.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -636704.000000 Penalty: 4339.080566
	Iteration 15Q: 3 clusters Score -636704 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -636967.687500 Penalty: 4339.080566
	Iteration 16Q: 3 clusters Score -636967.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -637269.250000 Penalty: 4339.080566
	Iteration 17Q: 3 clusters Score -637269.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -637575.687500 Penalty: 4339.080566
	Iteration 18Q: 3 clusters Score -637575.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -637799.125000 Penalty: 4339.080566
	Iteration 19Q: 3 clusters Score -637799.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -637984.312500 Penalty: 4339.080566
	Iteration 20F: 3 clusters Score -637984.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -638144.062500 Penalty: 4339.080566
	Iteration 21Q: 3 clusters Score -638144.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -638242.187500 Penalty: 4339.080566
	Iteration 22Q: 3 clusters Score -638242.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -638324.375000 Penalty: 4339.080566
	Iteration 23Q: 3 clusters Score -638324.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -638406.062500 Penalty: 4339.080566
	Iteration 24Q: 3 clusters Score -638406.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -638477.312500 Penalty: 4339.080566
	Iteration 25Q: 3 clusters Score -638477.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -638516.187500 Penalty: 4339.080566
	Iteration 26Q: 3 clusters Score -638516.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -638548.000000 Penalty: 4339.080566
	Iteration 27Q: 3 clusters Score -638548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -638587.937500 Penalty: 4339.080566
	Iteration 28Q: 3 clusters Score -638587.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -638630.687500 Penalty: 4339.080566
	Iteration 29Q: 3 clusters Score -638630.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -638682.187500 Penalty: 4339.080566
	Iteration 30Q: 3 clusters Score -638682.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -638749.312500 Penalty: 4339.080566
	Iteration 31Q: 3 clusters Score -638749.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -638841.625000 Penalty: 4339.080566
	Iteration 32Q: 3 clusters Score -638841.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -638893.437500 Penalty: 4339.080566
	Iteration 33Q: 3 clusters Score -638893.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -638928.812500 Penalty: 4339.080566
	Iteration 34Q: 3 clusters Score -638928.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -638942.187500 Penalty: 4339.080566
	Iteration 35Q: 3 clusters Score -638942.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -638948.812500 Penalty: 4339.080566
	Iteration 36Q: 3 clusters Score -638948.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -638950.687500 Penalty: 4339.080566
	Iteration 37Q: 3 clusters Score -638950.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -638956.250000 Penalty: 4339.080566
	Iteration 38Q: 3 clusters Score -638956.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -638957.250000 Penalty: 4339.080566
	Iteration 39Q: 3 clusters Score -638957.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -638959.312500 Penalty: 4339.080566
	Iteration 40F: 3 clusters Score -638959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -638960.750000 Penalty: 4339.080566
	Iteration 41Q: 3 clusters Score -638960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -638960.375000 Penalty: 4339.080566
	Iteration 42Q: 3 clusters Score -638960.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -638963.000000 Penalty: 4339.080566
	Iteration 43Q: 3 clusters Score -638963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -638963.000000 Penalty: 4339.080566
	Iteration 44Q: 3 clusters Score -638963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -638967.937500 Penalty: 4339.080566
	Iteration 45Q: 3 clusters Score -638967.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -638973.312500 Penalty: 4339.080566
	Iteration 46Q: 3 clusters Score -638973.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -638972.687500 Penalty: 4339.080566
	Iteration 47Q: 3 clusters Score -638972.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -638973.312500 Penalty: 4339.080566
	Iteration 48Q: 3 clusters Score -638973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -638974.125000 Penalty: 4339.080566
	Iteration 49Q: 3 clusters Score -638974.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -638974.125000 Penalty: 4339.080566
	Iteration 50F: 3 clusters Score -638974.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 20954 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 2108 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 3873 members 
Mstep: Class 42 contains 729 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20691 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 1652 members 
Mstep: Class 65 contains 3481 members 
Mstep: Class 66 contains 5402 members 
Mstep: Class 67 contains 6831 members 
Mstep: Class 68 contains 5819 members 
Mstep: Class 69 contains 2426 members 
Entering Unmasked Estep 
Score: -154496384.000000 Penalty: 241073.015625
Splitting cluster 41 changes total score from -154488224.000000 to -154496384.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 42 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -107705.929688 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -107705.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106062.882812 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -106062.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106505.375000 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -106505.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -106922.210938 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -106922.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107257.203125 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -107257.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107481.679688 Penalty: 3269.470215
	Iteration 4F: 3 clusters Score -107481.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107566.117188 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -107566.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -107662.492188 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -107662.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -107764.539062 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -107764.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107922.984375 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -107923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -108044.820312 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -108044.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -108093.250000 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -108093.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -108141.546875 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -108141.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -108261.164062 Penalty: 3269.470215
	Iteration 12Q: 3 clusters Score -108261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -108338.554688 Penalty: 3269.470215
	Iteration 13Q: 3 clusters Score -108338.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -108367.585938 Penalty: 3269.470215
	Iteration 14Q: 3 clusters Score -108367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -108382.726562 Penalty: 3269.470215
	Iteration 15Q: 3 clusters Score -108382.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -108389.484375 Penalty: 3269.470215
	Iteration 16Q: 3 clusters Score -108389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -108389.484375 Penalty: 3269.470215
	Iteration 17F: 3 clusters Score -108389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 20954 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 2108 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 3873 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 20691 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 1652 members 
Mstep: Class 65 contains 3481 members 
Mstep: Class 66 contains 5402 members 
Mstep: Class 67 contains 6831 members 
Mstep: Class 68 contains 5819 members 
Mstep: Class 69 contains 2426 members 
Mstep: Class 70 contains 332 members 
Entering Unmasked Estep 
Score: -154495232.000000 Penalty: 244566.828125
Splitting cluster 42 changes total score from -154488224.000000 to -154495232.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 43 (19458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Entering Unmasked Estep 
Score: -2456210.250000 Penalty: 2449.251465
	Iteration 0F: 2 clusters Score -2456210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2442433.250000 Penalty: 4898.502930
	Iteration 0F: 3 clusters Score -2442433 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2447060.250000 Penalty: 4898.502930
	Iteration 1F: 3 clusters Score -2447060 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2447513.000000 Penalty: 4898.502930
	Iteration 2F: 3 clusters Score -2447513 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2447874.500000 Penalty: 4898.502930
	Iteration 3Q: 3 clusters Score -2447874 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2448235.000000 Penalty: 4898.502930
	Iteration 4Q: 3 clusters Score -2448235 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2448583.000000 Penalty: 4898.502930
	Iteration 5Q: 3 clusters Score -2448583 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2448938.250000 Penalty: 4898.502930
	Iteration 6Q: 3 clusters Score -2448938 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2449318.750000 Penalty: 4898.502930
	Iteration 7Q: 3 clusters Score -2449319 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2449699.250000 Penalty: 4898.502930
	Iteration 8Q: 3 clusters Score -2449699 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2450185.750000 Penalty: 4898.502930
	Iteration 9Q: 3 clusters Score -2450186 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2450885.500000 Penalty: 4898.502930
	Iteration 10F: 3 clusters Score -2450886 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2451794.500000 Penalty: 4898.502930
	Iteration 11F: 3 clusters Score -2451794 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2452731.750000 Penalty: 4898.502930
	Iteration 12Q: 3 clusters Score -2452732 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2453322.500000 Penalty: 4898.502930
	Iteration 13Q: 3 clusters Score -2453322 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2453675.500000 Penalty: 4898.502930
	Iteration 14Q: 3 clusters Score -2453676 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2453904.250000 Penalty: 4898.502930
	Iteration 15Q: 3 clusters Score -2453904 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2454019.750000 Penalty: 4898.502930
	Iteration 16Q: 3 clusters Score -2454020 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2454115.750000 Penalty: 4898.502930
	Iteration 17Q: 3 clusters Score -2454116 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2454183.750000 Penalty: 4898.502930
	Iteration 18Q: 3 clusters Score -2454184 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2454232.250000 Penalty: 4898.502930
	Iteration 19Q: 3 clusters Score -2454232 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2454264.250000 Penalty: 4898.502930
	Iteration 20F: 3 clusters Score -2454264 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2454305.000000 Penalty: 4898.502930
	Iteration 21Q: 3 clusters Score -2454305 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2454343.000000 Penalty: 4898.502930
	Iteration 22Q: 3 clusters Score -2454343 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2454377.750000 Penalty: 4898.502930
	Iteration 23Q: 3 clusters Score -2454378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2454405.000000 Penalty: 4898.502930
	Iteration 24Q: 3 clusters Score -2454405 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2454414.500000 Penalty: 4898.502930
	Iteration 25Q: 3 clusters Score -2454414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2454425.250000 Penalty: 4898.502930
	Iteration 26Q: 3 clusters Score -2454425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2454438.250000 Penalty: 4898.502930
	Iteration 27Q: 3 clusters Score -2454438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2454439.250000 Penalty: 4898.502930
	Iteration 28Q: 3 clusters Score -2454439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2454437.500000 Penalty: 4898.502930
	Iteration 29Q: 3 clusters Score -2454438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2454446.500000 Penalty: 4898.502930
	Iteration 30Q: 3 clusters Score -2454446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2454451.750000 Penalty: 4898.502930
	Iteration 31Q: 3 clusters Score -2454452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2454451.250000 Penalty: 4898.502930
	Iteration 32Q: 3 clusters Score -2454451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2454454.500000 Penalty: 4898.502930
	Iteration 33Q: 3 clusters Score -2454454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2454458.750000 Penalty: 4898.502930
	Iteration 34Q: 3 clusters Score -2454459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2454461.750000 Penalty: 4898.502930
	Iteration 35Q: 3 clusters Score -2454462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2454460.000000 Penalty: 4898.502930
	Iteration 36Q: 3 clusters Score -2454460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2454456.250000 Penalty: 4898.502930
	Iteration 37Q: 3 clusters Score -2454456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2454457.000000 Penalty: 4898.502930
	Iteration 38Q: 3 clusters Score -2454457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2454458.250000 Penalty: 4898.502930
	Iteration 39Q: 3 clusters Score -2454458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2454458.750000 Penalty: 4898.502930
	Iteration 40F: 3 clusters Score -2454459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2454459.250000 Penalty: 4898.502930
	Iteration 41Q: 3 clusters Score -2454459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2454457.000000 Penalty: 4898.502930
	Iteration 42Q: 3 clusters Score -2454457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2454455.250000 Penalty: 4898.502930
	Iteration 43Q: 3 clusters Score -2454455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2454454.250000 Penalty: 4898.502930
	Iteration 44Q: 3 clusters Score -2454454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2454459.500000 Penalty: 4898.502930
	Iteration 45Q: 3 clusters Score -2454460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2454457.250000 Penalty: 4898.502930
	Iteration 46Q: 3 clusters Score -2454457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2454458.250000 Penalty: 4898.502930
	Iteration 47Q: 3 clusters Score -2454458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2454458.250000 Penalty: 4898.502930
	Iteration 48F: 3 clusters Score -2454458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Entering Unmasked Estep 
Score: -379881.156250 Penalty: 1989.108643
	Iteration 0F: 2 clusters Score -379881.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -376581.562500 Penalty: 3978.217285
	Iteration 0F: 3 clusters Score -376581.6 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -377234.968750 Penalty: 3978.217285
	Iteration 1F: 3 clusters Score -377235 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -377393.156250 Penalty: 3978.217285
	Iteration 2F: 3 clusters Score -377393.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -377482.125000 Penalty: 3978.217285
	Iteration 3Q: 3 clusters Score -377482.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -377549.406250 Penalty: 3978.217285
	Iteration 4Q: 3 clusters Score -377549.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -377594.156250 Penalty: 3978.217285
	Iteration 5Q: 3 clusters Score -377594.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -377619.250000 Penalty: 3978.217285
	Iteration 6Q: 3 clusters Score -377619.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -377637.031250 Penalty: 3978.217285
	Iteration 7Q: 3 clusters Score -377637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -377652.062500 Penalty: 3978.217285
	Iteration 8Q: 3 clusters Score -377652.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -377670.875000 Penalty: 3978.217285
	Iteration 9Q: 3 clusters Score -377670.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -377686.156250 Penalty: 3978.217285
	Iteration 10Q: 3 clusters Score -377686.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -377698.406250 Penalty: 3978.217285
	Iteration 11Q: 3 clusters Score -377698.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -377709.062500 Penalty: 3978.217285
	Iteration 12Q: 3 clusters Score -377709.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -377722.375000 Penalty: 3978.217285
	Iteration 13Q: 3 clusters Score -377722.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -377734.093750 Penalty: 3978.217285
	Iteration 14Q: 3 clusters Score -377734.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -377746.281250 Penalty: 3978.217285
	Iteration 15Q: 3 clusters Score -377746.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -377753.562500 Penalty: 3978.217285
	Iteration 16Q: 3 clusters Score -377753.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -377760.750000 Penalty: 3978.217285
	Iteration 17Q: 3 clusters Score -377760.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -377766.812500 Penalty: 3978.217285
	Iteration 18Q: 3 clusters Score -377766.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -377775.562500 Penalty: 3978.217285
	Iteration 19Q: 3 clusters Score -377775.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -377783.906250 Penalty: 3978.217285
	Iteration 20F: 3 clusters Score -377783.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -377792.656250 Penalty: 3978.217285
	Iteration 21Q: 3 clusters Score -377792.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -377799.875000 Penalty: 3978.217285
	Iteration 22Q: 3 clusters Score -377799.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -377803.625000 Penalty: 3978.217285
	Iteration 23Q: 3 clusters Score -377803.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -377806.343750 Penalty: 3978.217285
	Iteration 24Q: 3 clusters Score -377806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -377807.187500 Penalty: 3978.217285
	Iteration 25Q: 3 clusters Score -377807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -377808.937500 Penalty: 3978.217285
	Iteration 26Q: 3 clusters Score -377808.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -377813.156250 Penalty: 3978.217285
	Iteration 27Q: 3 clusters Score -377813.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -377816.437500 Penalty: 3978.217285
	Iteration 28Q: 3 clusters Score -377816.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -377822.281250 Penalty: 3978.217285
	Iteration 29Q: 3 clusters Score -377822.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -377828.343750 Penalty: 3978.217285
	Iteration 30Q: 3 clusters Score -377828.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -377837.687500 Penalty: 3978.217285
	Iteration 31Q: 3 clusters Score -377837.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -377842.625000 Penalty: 3978.217285
	Iteration 32Q: 3 clusters Score -377842.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -377846.187500 Penalty: 3978.217285
	Iteration 33Q: 3 clusters Score -377846.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -377848.937500 Penalty: 3978.217285
	Iteration 34Q: 3 clusters Score -377848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -377850.843750 Penalty: 3978.217285
	Iteration 35Q: 3 clusters Score -377850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -377852.250000 Penalty: 3978.217285
	Iteration 36Q: 3 clusters Score -377852.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -377853.562500 Penalty: 3978.217285
	Iteration 37Q: 3 clusters Score -377853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -377855.718750 Penalty: 3978.217285
	Iteration 38Q: 3 clusters Score -377855.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -377859.062500 Penalty: 3978.217285
	Iteration 39Q: 3 clusters Score -377859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -377861.562500 Penalty: 3978.217285
	Iteration 40F: 3 clusters Score -377861.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -377864.687500 Penalty: 3978.217285
	Iteration 41Q: 3 clusters Score -377864.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -377866.031250 Penalty: 3978.217285
	Iteration 42Q: 3 clusters Score -377866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -377867.343750 Penalty: 3978.217285
	Iteration 43Q: 3 clusters Score -377867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -377868.781250 Penalty: 3978.217285
	Iteration 44Q: 3 clusters Score -377868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -377869.843750 Penalty: 3978.217285
	Iteration 45Q: 3 clusters Score -377869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -377869.843750 Penalty: 3978.217285
	Iteration 46Q: 3 clusters Score -377869.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -377870.343750 Penalty: 3978.217285
	Iteration 47Q: 3 clusters Score -377870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -377871.625000 Penalty: 3978.217285
	Iteration 48Q: 3 clusters Score -377871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -377872.968750 Penalty: 3978.217285
	Iteration 49Q: 3 clusters Score -377873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -377875.562500 Penalty: 3978.217285
	Iteration 50Q: 3 clusters Score -377875.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -377877.750000 Penalty: 3978.217285
	Iteration 51Q: 3 clusters Score -377877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -377879.031250 Penalty: 3978.217285
	Iteration 52Q: 3 clusters Score -377879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -377880.500000 Penalty: 3978.217285
	Iteration 53Q: 3 clusters Score -377880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -377882.000000 Penalty: 3978.217285
	Iteration 54Q: 3 clusters Score -377882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -377883.406250 Penalty: 3978.217285
	Iteration 55Q: 3 clusters Score -377883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -377883.062500 Penalty: 3978.217285
	Iteration 56Q: 3 clusters Score -377883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -377883.781250 Penalty: 3978.217285
	Iteration 57Q: 3 clusters Score -377883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -377883.625000 Penalty: 3978.217285
	Iteration 58Q: 3 clusters Score -377883.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -377884.312500 Penalty: 3978.217285
	Iteration 59Q: 3 clusters Score -377884.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -377884.312500 Penalty: 3978.217285
	Iteration 60F: 3 clusters Score -377884.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -519341.562500 Penalty: 2083.697754
	Iteration 0F: 2 clusters Score -519341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -515224.656250 Penalty: 4167.395508
	Iteration 0F: 3 clusters Score -515224.7 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -516253.593750 Penalty: 4167.395508
	Iteration 1F: 3 clusters Score -516253.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -516582.375000 Penalty: 4167.395508
	Iteration 2F: 3 clusters Score -516582.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -516951.531250 Penalty: 4167.395508
	Iteration 3F: 3 clusters Score -516951.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -517307.750000 Penalty: 4167.395508
	Iteration 4F: 3 clusters Score -517307.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -517701.062500 Penalty: 4167.395508
	Iteration 5F: 3 clusters Score -517701.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -518062.093750 Penalty: 4167.395508
	Iteration 6F: 3 clusters Score -518062.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -518349.500000 Penalty: 4167.395508
	Iteration 7F: 3 clusters Score -518349.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -518532.875000 Penalty: 4167.395508
	Iteration 8Q: 3 clusters Score -518532.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -518670.156250 Penalty: 4167.395508
	Iteration 9Q: 3 clusters Score -518670.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -518780.937500 Penalty: 4167.395508
	Iteration 10Q: 3 clusters Score -518780.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -518849.843750 Penalty: 4167.395508
	Iteration 11Q: 3 clusters Score -518849.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -518894.406250 Penalty: 4167.395508
	Iteration 12Q: 3 clusters Score -518894.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -518917.343750 Penalty: 4167.395508
	Iteration 13Q: 3 clusters Score -518917.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -518934.281250 Penalty: 4167.395508
	Iteration 14Q: 3 clusters Score -518934.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -518944.468750 Penalty: 4167.395508
	Iteration 15Q: 3 clusters Score -518944.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -518947.875000 Penalty: 4167.395508
	Iteration 16Q: 3 clusters Score -518947.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -518950.250000 Penalty: 4167.395508
	Iteration 17Q: 3 clusters Score -518950.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -518953.125000 Penalty: 4167.395508
	Iteration 18Q: 3 clusters Score -518953.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -518958.312500 Penalty: 4167.395508
	Iteration 19Q: 3 clusters Score -518958.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -518963.062500 Penalty: 4167.395508
	Iteration 20F: 3 clusters Score -518963.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -518966.125000 Penalty: 4167.395508
	Iteration 21Q: 3 clusters Score -518966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -518968.437500 Penalty: 4167.395508
	Iteration 22Q: 3 clusters Score -518968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -518968.875000 Penalty: 4167.395508
	Iteration 23Q: 3 clusters Score -518968.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -518968.468750 Penalty: 4167.395508
	Iteration 24Q: 3 clusters Score -518968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -518969.156250 Penalty: 4167.395508
	Iteration 25Q: 3 clusters Score -518969.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -518969.156250 Penalty: 4167.395508
	Iteration 26F: 3 clusters Score -518969.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -33323.746094 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -33323.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31956.496094 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -31956.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32365.623047 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -32365.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32560.035156 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -32560.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32643.248047 Penalty: 3091.294189
	Iteration 3Q: 3 clusters Score -32643.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32722.867188 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -32722.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32811.347656 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -32811.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32863.968750 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -32863.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32887.183594 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -32887.18 nChanged 3
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: -32900.566406 Penalty: 3091.294189
	Iteration 8Q: 3 clusters Score -32900.57 nChanged 2
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: -32923.433594 Penalty: 3091.294189
	Iteration 9Q: 3 clusters Score -32923.43 nChanged 0
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: -32923.433594 Penalty: 3091.294189
	Iteration 10F: 3 clusters Score -32923.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Entering Unmasked Estep 
Score: -466793.312500 Penalty: 2056.986328
	Iteration 0F: 2 clusters Score -466793.3 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 2007 members 
Entering Unmasked Estep 
Score: -462905.468750 Penalty: 4113.972656
	Iteration 0F: 3 clusters Score -462905.5 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -463874.968750 Penalty: 4113.972656
	Iteration 1F: 3 clusters Score -463875 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -464192.093750 Penalty: 4113.972656
	Iteration 2F: 3 clusters Score -464192.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -464466.875000 Penalty: 4113.972656
	Iteration 3F: 3 clusters Score -464466.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -464718.343750 Penalty: 4113.972656
	Iteration 4F: 3 clusters Score -464718.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -464959.718750 Penalty: 4113.972656
	Iteration 5F: 3 clusters Score -464959.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -465178.968750 Penalty: 4113.972656
	Iteration 6F: 3 clusters Score -465179 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -465356.062500 Penalty: 4113.972656
	Iteration 7Q: 3 clusters Score -465356.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -465496.093750 Penalty: 4113.972656
	Iteration 8Q: 3 clusters Score -465496.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -465606.156250 Penalty: 4113.972656
	Iteration 9Q: 3 clusters Score -465606.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -465676.593750 Penalty: 4113.972656
	Iteration 10Q: 3 clusters Score -465676.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -465709.531250 Penalty: 4113.972656
	Iteration 11Q: 3 clusters Score -465709.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -465729.812500 Penalty: 4113.972656
	Iteration 12Q: 3 clusters Score -465729.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -465744.062500 Penalty: 4113.972656
	Iteration 13Q: 3 clusters Score -465744.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -465759.843750 Penalty: 4113.972656
	Iteration 14Q: 3 clusters Score -465759.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -465770.687500 Penalty: 4113.972656
	Iteration 15Q: 3 clusters Score -465770.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -465777.750000 Penalty: 4113.972656
	Iteration 16Q: 3 clusters Score -465777.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -465782.406250 Penalty: 4113.972656
	Iteration 17Q: 3 clusters Score -465782.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -465786.968750 Penalty: 4113.972656
	Iteration 18Q: 3 clusters Score -465787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -465793.437500 Penalty: 4113.972656
	Iteration 19Q: 3 clusters Score -465793.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -465799.687500 Penalty: 4113.972656
	Iteration 20F: 3 clusters Score -465799.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -465804.500000 Penalty: 4113.972656
	Iteration 21Q: 3 clusters Score -465804.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -465807.250000 Penalty: 4113.972656
	Iteration 22Q: 3 clusters Score -465807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -465809.500000 Penalty: 4113.972656
	Iteration 23Q: 3 clusters Score -465809.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -465811.406250 Penalty: 4113.972656
	Iteration 24Q: 3 clusters Score -465811.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -465813.468750 Penalty: 4113.972656
	Iteration 25Q: 3 clusters Score -465813.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -465816.250000 Penalty: 4113.972656
	Iteration 26Q: 3 clusters Score -465816.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -465818.031250 Penalty: 4113.972656
	Iteration 27Q: 3 clusters Score -465818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -465820.625000 Penalty: 4113.972656
	Iteration 28Q: 3 clusters Score -465820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -465822.562500 Penalty: 4113.972656
	Iteration 29Q: 3 clusters Score -465822.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -465823.406250 Penalty: 4113.972656
	Iteration 30Q: 3 clusters Score -465823.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -465824.937500 Penalty: 4113.972656
	Iteration 31Q: 3 clusters Score -465824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -465825.812500 Penalty: 4113.972656
	Iteration 32Q: 3 clusters Score -465825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -465827.031250 Penalty: 4113.972656
	Iteration 33Q: 3 clusters Score -465827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -465827.593750 Penalty: 4113.972656
	Iteration 34Q: 3 clusters Score -465827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -465827.812500 Penalty: 4113.972656
	Iteration 35Q: 3 clusters Score -465827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -465827.562500 Penalty: 4113.972656
	Iteration 36Q: 3 clusters Score -465827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -465827.562500 Penalty: 4113.972656
	Iteration 37F: 3 clusters Score -465827.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (20691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Entering Unmasked Estep 
Score: -2463568.500000 Penalty: 2464.488770
	Iteration 0F: 2 clusters Score -2463568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2449203.000000 Penalty: 4928.977539
	Iteration 0F: 3 clusters Score -2449203 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2454221.250000 Penalty: 4928.977539
	Iteration 1F: 3 clusters Score -2454221 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2454926.750000 Penalty: 4928.977539
	Iteration 2F: 3 clusters Score -2454927 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2455891.250000 Penalty: 4928.977539
	Iteration 3F: 3 clusters Score -2455891 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2457266.500000 Penalty: 4928.977539
	Iteration 4F: 3 clusters Score -2457266 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2458659.750000 Penalty: 4928.977539
	Iteration 5F: 3 clusters Score -2458660 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2459641.000000 Penalty: 4928.977539
	Iteration 6F: 3 clusters Score -2459641 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2460223.250000 Penalty: 4928.977539
	Iteration 7F: 3 clusters Score -2460223 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2460593.500000 Penalty: 4928.977539
	Iteration 8Q: 3 clusters Score -2460594 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2460865.250000 Penalty: 4928.977539
	Iteration 9Q: 3 clusters Score -2460865 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2461113.000000 Penalty: 4928.977539
	Iteration 10Q: 3 clusters Score -2461113 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2461316.000000 Penalty: 4928.977539
	Iteration 11Q: 3 clusters Score -2461316 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2461481.500000 Penalty: 4928.977539
	Iteration 12Q: 3 clusters Score -2461482 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2461628.000000 Penalty: 4928.977539
	Iteration 13Q: 3 clusters Score -2461628 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2461809.000000 Penalty: 4928.977539
	Iteration 14Q: 3 clusters Score -2461809 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2461994.750000 Penalty: 4928.977539
	Iteration 15Q: 3 clusters Score -2461995 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2462191.000000 Penalty: 4928.977539
	Iteration 16Q: 3 clusters Score -2462191 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2462413.000000 Penalty: 4928.977539
	Iteration 17Q: 3 clusters Score -2462413 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2462624.000000 Penalty: 4928.977539
	Iteration 18Q: 3 clusters Score -2462624 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2462841.250000 Penalty: 4928.977539
	Iteration 19Q: 3 clusters Score -2462841 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2463074.500000 Penalty: 4928.977539
	Iteration 20F: 3 clusters Score -2463074 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2463268.500000 Penalty: 4928.977539
	Iteration 21Q: 3 clusters Score -2463268 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2463441.500000 Penalty: 4928.977539
	Iteration 22Q: 3 clusters Score -2463442 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2463610.750000 Penalty: 4928.977539
	Iteration 23Q: 3 clusters Score -2463611 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2463778.250000 Penalty: 4928.977539
	Iteration 24Q: 3 clusters Score -2463778 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2463929.500000 Penalty: 4928.977539
	Iteration 25Q: 3 clusters Score -2463930 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2464077.750000 Penalty: 4928.977539
	Iteration 26Q: 3 clusters Score -2464078 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2464214.000000 Penalty: 4928.977539
	Iteration 27Q: 3 clusters Score -2464214 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2464348.000000 Penalty: 4928.977539
	Iteration 28Q: 3 clusters Score -2464348 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2464471.750000 Penalty: 4928.977539
	Iteration 29Q: 3 clusters Score -2464472 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2464580.500000 Penalty: 4928.977539
	Iteration 30Q: 3 clusters Score -2464580 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2464666.250000 Penalty: 4928.977539
	Iteration 31Q: 3 clusters Score -2464666 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2464758.000000 Penalty: 4928.977539
	Iteration 32Q: 3 clusters Score -2464758 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2464829.750000 Penalty: 4928.977539
	Iteration 33Q: 3 clusters Score -2464830 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2464902.000000 Penalty: 4928.977539
	Iteration 34Q: 3 clusters Score -2464902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2464929.750000 Penalty: 4928.977539
	Iteration 35Q: 3 clusters Score -2464930 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2464958.500000 Penalty: 4928.977539
	Iteration 36Q: 3 clusters Score -2464958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2464983.250000 Penalty: 4928.977539
	Iteration 37Q: 3 clusters Score -2464983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2464989.500000 Penalty: 4928.977539
	Iteration 38Q: 3 clusters Score -2464990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2464997.500000 Penalty: 4928.977539
	Iteration 39Q: 3 clusters Score -2464998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2465001.250000 Penalty: 4928.977539
	Iteration 40F: 3 clusters Score -2465001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2465003.750000 Penalty: 4928.977539
	Iteration 41Q: 3 clusters Score -2465004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2465007.500000 Penalty: 4928.977539
	Iteration 42Q: 3 clusters Score -2465008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2465007.750000 Penalty: 4928.977539
	Iteration 43Q: 3 clusters Score -2465008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2465011.250000 Penalty: 4928.977539
	Iteration 44Q: 3 clusters Score -2465011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2465005.750000 Penalty: 4928.977539
	Iteration 45Q: 3 clusters Score -2465006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2465005.750000 Penalty: 4928.977539
	Iteration 46F: 3 clusters Score -2465006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 20954 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 2108 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 3873 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 16395 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 2001 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 1652 members 
Mstep: Class 65 contains 3481 members 
Mstep: Class 66 contains 5402 members 
Mstep: Class 67 contains 6831 members 
Mstep: Class 68 contains 5819 members 
Mstep: Class 69 contains 2426 members 
Mstep: Class 70 contains 332 members 
Mstep: Class 71 contains 4296 members 
Entering Unmasked Estep 
Score: -154495648.000000 Penalty: 248060.640625
Splitting cluster 48 changes total score from -154488224.000000 to -154495648.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 49 (3113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Entering Unmasked Estep 
Score: -368660.718750 Penalty: 1994.749023
	Iteration 0F: 2 clusters Score -368660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -365309.281250 Penalty: 3989.498047
	Iteration 0F: 3 clusters Score -365309.3 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -365957.031250 Penalty: 3989.498047
	Iteration 1F: 3 clusters Score -365957 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -366103.906250 Penalty: 3989.498047
	Iteration 2F: 3 clusters Score -366103.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -366185.437500 Penalty: 3989.498047
	Iteration 3Q: 3 clusters Score -366185.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -366238.781250 Penalty: 3989.498047
	Iteration 4Q: 3 clusters Score -366238.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -366276.312500 Penalty: 3989.498047
	Iteration 5Q: 3 clusters Score -366276.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -366306.500000 Penalty: 3989.498047
	Iteration 6Q: 3 clusters Score -366306.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -366336.781250 Penalty: 3989.498047
	Iteration 7Q: 3 clusters Score -366336.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -366363.375000 Penalty: 3989.498047
	Iteration 8Q: 3 clusters Score -366363.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -366387.562500 Penalty: 3989.498047
	Iteration 9Q: 3 clusters Score -366387.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -366417.343750 Penalty: 3989.498047
	Iteration 10Q: 3 clusters Score -366417.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -366439.687500 Penalty: 3989.498047
	Iteration 11Q: 3 clusters Score -366439.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -366458.343750 Penalty: 3989.498047
	Iteration 12Q: 3 clusters Score -366458.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -366477.218750 Penalty: 3989.498047
	Iteration 13Q: 3 clusters Score -366477.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -366489.687500 Penalty: 3989.498047
	Iteration 14Q: 3 clusters Score -366489.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -366502.468750 Penalty: 3989.498047
	Iteration 15Q: 3 clusters Score -366502.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -366514.781250 Penalty: 3989.498047
	Iteration 16Q: 3 clusters Score -366514.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -366520.468750 Penalty: 3989.498047
	Iteration 17Q: 3 clusters Score -366520.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -366529.281250 Penalty: 3989.498047
	Iteration 18Q: 3 clusters Score -366529.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -366538.843750 Penalty: 3989.498047
	Iteration 19Q: 3 clusters Score -366538.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -366552.625000 Penalty: 3989.498047
	Iteration 20F: 3 clusters Score -366552.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -366567.968750 Penalty: 3989.498047
	Iteration 21Q: 3 clusters Score -366568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -366574.562500 Penalty: 3989.498047
	Iteration 22Q: 3 clusters Score -366574.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -366580.718750 Penalty: 3989.498047
	Iteration 23Q: 3 clusters Score -366580.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -366585.781250 Penalty: 3989.498047
	Iteration 24Q: 3 clusters Score -366585.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -366594.812500 Penalty: 3989.498047
	Iteration 25Q: 3 clusters Score -366594.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -366607.281250 Penalty: 3989.498047
	Iteration 26Q: 3 clusters Score -366607.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -366619.625000 Penalty: 3989.498047
	Iteration 27Q: 3 clusters Score -366619.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -366626.437500 Penalty: 3989.498047
	Iteration 28Q: 3 clusters Score -366626.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -366633.437500 Penalty: 3989.498047
	Iteration 29Q: 3 clusters Score -366633.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -366640.500000 Penalty: 3989.498047
	Iteration 30Q: 3 clusters Score -366640.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -366647.906250 Penalty: 3989.498047
	Iteration 31Q: 3 clusters Score -366647.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -366653.406250 Penalty: 3989.498047
	Iteration 32Q: 3 clusters Score -366653.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -366657.968750 Penalty: 3989.498047
	Iteration 33Q: 3 clusters Score -366658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -366659.093750 Penalty: 3989.498047
	Iteration 34Q: 3 clusters Score -366659.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -366661.656250 Penalty: 3989.498047
	Iteration 35Q: 3 clusters Score -366661.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -366663.750000 Penalty: 3989.498047
	Iteration 36Q: 3 clusters Score -366663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -366665.031250 Penalty: 3989.498047
	Iteration 37Q: 3 clusters Score -366665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -366666.406250 Penalty: 3989.498047
	Iteration 38Q: 3 clusters Score -366666.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -366668.281250 Penalty: 3989.498047
	Iteration 39Q: 3 clusters Score -366668.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -366669.875000 Penalty: 3989.498047
	Iteration 40F: 3 clusters Score -366669.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -366671.687500 Penalty: 3989.498047
	Iteration 41Q: 3 clusters Score -366671.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -366673.312500 Penalty: 3989.498047
	Iteration 42Q: 3 clusters Score -366673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -366674.312500 Penalty: 3989.498047
	Iteration 43Q: 3 clusters Score -366674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -366674.656250 Penalty: 3989.498047
	Iteration 44Q: 3 clusters Score -366674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -366675.218750 Penalty: 3989.498047
	Iteration 45Q: 3 clusters Score -366675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -366676.218750 Penalty: 3989.498047
	Iteration 46Q: 3 clusters Score -366676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -366676.468750 Penalty: 3989.498047
	Iteration 47Q: 3 clusters Score -366676.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -366676.468750 Penalty: 3989.498047
	Iteration 48F: 3 clusters Score -366676.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Entering Unmasked Estep 
Score: -221103.765625 Penalty: 1885.147705
	Iteration 0F: 2 clusters Score -221103.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -218557.390625 Penalty: 3770.295410
	Iteration 0F: 3 clusters Score -218557.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -219137.781250 Penalty: 3770.295410
	Iteration 1F: 3 clusters Score -219137.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -219394.093750 Penalty: 3770.295410
	Iteration 2F: 3 clusters Score -219394.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -219553.953125 Penalty: 3770.295410
	Iteration 3F: 3 clusters Score -219554 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219702.906250 Penalty: 3770.295410
	Iteration 4Q: 3 clusters Score -219702.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -220000.625000 Penalty: 3770.295410
	Iteration 5F: 3 clusters Score -220000.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -220475.812500 Penalty: 3770.295410
	Iteration 6F: 3 clusters Score -220475.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -220742.734375 Penalty: 3770.295410
	Iteration 7F: 3 clusters Score -220742.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -220873.843750 Penalty: 3770.295410
	Iteration 8F: 3 clusters Score -220873.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -220977.953125 Penalty: 3770.295410
	Iteration 9Q: 3 clusters Score -220978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -221050.906250 Penalty: 3770.295410
	Iteration 10Q: 3 clusters Score -221050.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -221105.046875 Penalty: 3770.295410
	Iteration 11Q: 3 clusters Score -221105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -221152.781250 Penalty: 3770.295410
	Iteration 12Q: 3 clusters Score -221152.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -221186.515625 Penalty: 3770.295410
	Iteration 13Q: 3 clusters Score -221186.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -221215.750000 Penalty: 3770.295410
	Iteration 14Q: 3 clusters Score -221215.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -221233.796875 Penalty: 3770.295410
	Iteration 15Q: 3 clusters Score -221233.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -221250.406250 Penalty: 3770.295410
	Iteration 16Q: 3 clusters Score -221250.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -221257.984375 Penalty: 3770.295410
	Iteration 17Q: 3 clusters Score -221258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -221263.234375 Penalty: 3770.295410
	Iteration 18Q: 3 clusters Score -221263.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -221270.046875 Penalty: 3770.295410
	Iteration 19Q: 3 clusters Score -221270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -221275.984375 Penalty: 3770.295410
	Iteration 20F: 3 clusters Score -221276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -221281.937500 Penalty: 3770.295410
	Iteration 21Q: 3 clusters Score -221281.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -221286.328125 Penalty: 3770.295410
	Iteration 22Q: 3 clusters Score -221286.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -221288.093750 Penalty: 3770.295410
	Iteration 23Q: 3 clusters Score -221288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -221289.140625 Penalty: 3770.295410
	Iteration 24Q: 3 clusters Score -221289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -221289.171875 Penalty: 3770.295410
	Iteration 25Q: 3 clusters Score -221289.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -221289.171875 Penalty: 3770.295410
	Iteration 26F: 3 clusters Score -221289.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 20954 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 2108 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 3873 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 16395 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 675 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 1652 members 
Mstep: Class 65 contains 3481 members 
Mstep: Class 66 contains 5402 members 
Mstep: Class 67 contains 6831 members 
Mstep: Class 68 contains 5819 members 
Mstep: Class 69 contains 2426 members 
Mstep: Class 70 contains 332 members 
Mstep: Class 71 contains 4296 members 
Mstep: Class 72 contains 1326 members 
Entering Unmasked Estep 
Score: -154493920.000000 Penalty: 251554.453125
Splitting cluster 50 changes total score from -154488224.000000 to -154493920.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 51 (3846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Entering Unmasked Estep 
Score: -591224.937500 Penalty: 2047.187744
	Iteration 0F: 2 clusters Score -591224.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -587518.625000 Penalty: 4094.375488
	Iteration 0F: 3 clusters Score -587518.6 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -588708.812500 Penalty: 4094.375488
	Iteration 1F: 3 clusters Score -588708.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -589638.875000 Penalty: 4094.375488
	Iteration 2F: 3 clusters Score -589638.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -590657.187500 Penalty: 4094.375488
	Iteration 3F: 3 clusters Score -590657.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -591252.687500 Penalty: 4094.375488
	Iteration 4F: 3 clusters Score -591252.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -591643.875000 Penalty: 4094.375488
	Iteration 5F: 3 clusters Score -591643.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -591880.187500 Penalty: 4094.375488
	Iteration 6Q: 3 clusters Score -591880.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -592081.250000 Penalty: 4094.375488
	Iteration 7Q: 3 clusters Score -592081.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -592317.687500 Penalty: 4094.375488
	Iteration 8Q: 3 clusters Score -592317.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -592585.562500 Penalty: 4094.375488
	Iteration 9Q: 3 clusters Score -592585.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -592886.250000 Penalty: 4094.375488
	Iteration 10Q: 3 clusters Score -592886.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -593251.750000 Penalty: 4094.375488
	Iteration 11Q: 3 clusters Score -593251.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -593473.375000 Penalty: 4094.375488
	Iteration 12Q: 3 clusters Score -593473.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -593643.437500 Penalty: 4094.375488
	Iteration 13Q: 3 clusters Score -593643.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -593927.187500 Penalty: 4094.375488
	Iteration 14Q: 3 clusters Score -593927.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -594154.125000 Penalty: 4094.375488
	Iteration 15Q: 3 clusters Score -594154.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -594215.250000 Penalty: 4094.375488
	Iteration 16Q: 3 clusters Score -594215.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -594251.937500 Penalty: 4094.375488
	Iteration 17Q: 3 clusters Score -594251.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -594276.500000 Penalty: 4094.375488
	Iteration 18Q: 3 clusters Score -594276.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -594285.687500 Penalty: 4094.375488
	Iteration 19Q: 3 clusters Score -594285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -594286.812500 Penalty: 4094.375488
	Iteration 20F: 3 clusters Score -594286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -594287.562500 Penalty: 4094.375488
	Iteration 21Q: 3 clusters Score -594287.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -594289.187500 Penalty: 4094.375488
	Iteration 22Q: 3 clusters Score -594289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -594290.187500 Penalty: 4094.375488
	Iteration 23Q: 3 clusters Score -594290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -594291.312500 Penalty: 4094.375488
	Iteration 24Q: 3 clusters Score -594291.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -594291.625000 Penalty: 4094.375488
	Iteration 25Q: 3 clusters Score -594291.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -594291.625000 Penalty: 4094.375488
	Iteration 26F: 3 clusters Score -594291.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 20954 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 2108 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 3873 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 16395 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 675 members 
Mstep: Class 51 contains 2177 members 
Mstep: Class 52 contains 3203 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 1652 members 
Mstep: Class 65 contains 3481 members 
Mstep: Class 66 contains 5402 members 
Mstep: Class 67 contains 6831 members 
Mstep: Class 68 contains 5819 members 
Mstep: Class 69 contains 2426 members 
Mstep: Class 70 contains 332 members 
Mstep: Class 71 contains 4296 members 
Mstep: Class 72 contains 1326 members 
Mstep: Class 73 contains 1669 members 
Entering Unmasked Estep 
Score: -154495680.000000 Penalty: 255048.265625
Splitting cluster 51 changes total score from -154488224.000000 to -154495680.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 52 (3203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Entering Unmasked Estep 
Score: -377988.750000 Penalty: 2001.817139
	Iteration 0F: 2 clusters Score -377988.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -374611.218750 Penalty: 4003.634277
	Iteration 0F: 3 clusters Score -374611.2 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -375288.375000 Penalty: 4003.634277
	Iteration 1F: 3 clusters Score -375288.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -375459.156250 Penalty: 4003.634277
	Iteration 2F: 3 clusters Score -375459.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -375579.531250 Penalty: 4003.634277
	Iteration 3Q: 3 clusters Score -375579.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -375688.812500 Penalty: 4003.634277
	Iteration 4Q: 3 clusters Score -375688.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -375823.843750 Penalty: 4003.634277
	Iteration 5Q: 3 clusters Score -375823.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -375997.250000 Penalty: 4003.634277
	Iteration 6Q: 3 clusters Score -375997.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -376206.843750 Penalty: 4003.634277
	Iteration 7Q: 3 clusters Score -376206.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -376527.343750 Penalty: 4003.634277
	Iteration 8F: 3 clusters Score -376527.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -376943.968750 Penalty: 4003.634277
	Iteration 9F: 3 clusters Score -376944 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -377351.750000 Penalty: 4003.634277
	Iteration 10F: 3 clusters Score -377351.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -377626.781250 Penalty: 4003.634277
	Iteration 11F: 3 clusters Score -377626.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -377836.937500 Penalty: 4003.634277
	Iteration 12Q: 3 clusters Score -377836.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -378039.531250 Penalty: 4003.634277
	Iteration 13Q: 3 clusters Score -378039.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -378206.000000 Penalty: 4003.634277
	Iteration 14Q: 3 clusters Score -378206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -378326.125000 Penalty: 4003.634277
	Iteration 15Q: 3 clusters Score -378326.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -378372.375000 Penalty: 4003.634277
	Iteration 16Q: 3 clusters Score -378372.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -378387.875000 Penalty: 4003.634277
	Iteration 17Q: 3 clusters Score -378387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -378390.781250 Penalty: 4003.634277
	Iteration 18Q: 3 clusters Score -378390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -378394.718750 Penalty: 4003.634277
	Iteration 19Q: 3 clusters Score -378394.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -378395.562500 Penalty: 4003.634277
	Iteration 20F: 3 clusters Score -378395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -378396.750000 Penalty: 4003.634277
	Iteration 21Q: 3 clusters Score -378396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -378397.218750 Penalty: 4003.634277
	Iteration 22Q: 3 clusters Score -378397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -378397.218750 Penalty: 4003.634277
	Iteration 23F: 3 clusters Score -378397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 20954 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 2108 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 3873 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 16395 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 675 members 
Mstep: Class 51 contains 2177 members 
Mstep: Class 52 contains 1267 members 
Mstep: Class 53 contains 5629 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 1652 members 
Mstep: Class 65 contains 3481 members 
Mstep: Class 66 contains 5402 members 
Mstep: Class 67 contains 6831 members 
Mstep: Class 68 contains 5819 members 
Mstep: Class 69 contains 2426 members 
Mstep: Class 70 contains 332 members 
Mstep: Class 71 contains 4296 members 
Mstep: Class 72 contains 1326 members 
Mstep: Class 73 contains 1669 members 
Mstep: Class 74 contains 1936 members 
Entering Unmasked Estep 
Score: -154494240.000000 Penalty: 258542.078125
Splitting cluster 52 changes total score from -154488224.000000 to -154494240.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 53 (5629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Entering Unmasked Estep 
Score: -655488.062500 Penalty: 2141.650391
	Iteration 0F: 2 clusters Score -655488.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -650600.687500 Penalty: 4283.300781
	Iteration 0F: 3 clusters Score -650600.7 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -652025.937500 Penalty: 4283.300781
	Iteration 1F: 3 clusters Score -652025.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -652834.812500 Penalty: 4283.300781
	Iteration 2F: 3 clusters Score -652834.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -653714.437500 Penalty: 4283.300781
	Iteration 3F: 3 clusters Score -653714.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -654766.437500 Penalty: 4283.300781
	Iteration 4F: 3 clusters Score -654766.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -656286.375000 Penalty: 4283.300781
	Iteration 5F: 3 clusters Score -656286.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -658113.625000 Penalty: 4283.300781
	Iteration 6F: 3 clusters Score -658113.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -658946.125000 Penalty: 4283.300781
	Iteration 7Q: 3 clusters Score -658946.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -659116.562500 Penalty: 4283.300781
	Iteration 8Q: 3 clusters Score -659116.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -659143.125000 Penalty: 4283.300781
	Iteration 9Q: 3 clusters Score -659143.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -659156.875000 Penalty: 4283.300781
	Iteration 10Q: 3 clusters Score -659156.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -659161.437500 Penalty: 4283.300781
	Iteration 11Q: 3 clusters Score -659161.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -659162.687500 Penalty: 4283.300781
	Iteration 12Q: 3 clusters Score -659162.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -659165.250000 Penalty: 4283.300781
	Iteration 13Q: 3 clusters Score -659165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -659165.250000 Penalty: 4283.300781
	Iteration 14F: 3 clusters Score -659165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 20954 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 2108 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 3873 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 16395 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 675 members 
Mstep: Class 51 contains 2177 members 
Mstep: Class 52 contains 1267 members 
Mstep: Class 53 contains 2302 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 56 contains 8464 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 4362 members 
Mstep: Class 61 contains 6963 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 1652 members 
Mstep: Class 65 contains 3481 members 
Mstep: Class 66 contains 5402 members 
Mstep: Class 67 contains 6831 members 
Mstep: Class 68 contains 5819 members 
Mstep: Class 69 contains 2426 members 
Mstep: Class 70 contains 332 members 
Mstep: Class 71 contains 4296 members 
Mstep: Class 72 contains 1326 members 
Mstep: Class 73 contains 1669 members 
Mstep: Class 74 contains 1936 members 
Mstep: Class 75 contains 3327 members 
Entering Unmasked Estep 
Score: -154495968.000000 Penalty: 262035.890625
Splitting cluster 53 changes total score from -154488224.000000 to -154495968.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 54 (92001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Entering Unmasked Estep 
Score: -11211538.000000 Penalty: 2834.529541
	Iteration 0F: 2 clusters Score -1.121154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -11150106.000000 Penalty: 5669.059082
	Iteration 0F: 3 clusters Score -1.115011e+07 nChanged 43235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -11174885.000000 Penalty: 5669.059082
	Iteration 1F: 3 clusters Score -1.117488e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -11175955.000000 Penalty: 5669.059082
	Iteration 2Q: 3 clusters Score -1.117596e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 53209 members 
Entering Unmasked Estep 
Score: -11177427.000000 Penalty: 5669.059082
	Iteration 3Q: 3 clusters Score -1.117743e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -11179799.000000 Penalty: 5669.059082
	Iteration 4F: 3 clusters Score -1.11798e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -11183309.000000 Penalty: 5669.059082
	Iteration 5F: 3 clusters Score -1.118331e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -11188569.000000 Penalty: 5669.059082
	Iteration 6F: 3 clusters Score -1.118857e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 74985 members 
Entering Unmasked Estep 
Score: -11194531.000000 Penalty: 5669.059082
	Iteration 7F: 3 clusters Score -1.119453e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -11199888.000000 Penalty: 5669.059082
	Iteration 8F: 3 clusters Score -1.119989e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -11203613.000000 Penalty: 5669.059082
	Iteration 9Q: 3 clusters Score -1.120361e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -11205927.000000 Penalty: 5669.059082
	Iteration 10Q: 3 clusters Score -1.120593e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -11207262.000000 Penalty: 5669.059082
	Iteration 11Q: 3 clusters Score -1.120726e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 89995 members 
Entering Unmasked Estep 
Score: -11208004.000000 Penalty: 5669.059082
	Iteration 12Q: 3 clusters Score -1.1208e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -11208495.000000 Penalty: 5669.059082
	Iteration 13Q: 3 clusters Score -1.12085e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -11208709.000000 Penalty: 5669.059082
	Iteration 14Q: 3 clusters Score -1.120871e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -11208871.000000 Penalty: 5669.059082
	Iteration 15Q: 3 clusters Score -1.120887e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 91241 members 
Entering Unmasked Estep 
Score: -11208965.000000 Penalty: 5669.059082
	Iteration 16Q: 3 clusters Score -1.120896e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 91305 members 
Entering Unmasked Estep 
Score: -11208996.000000 Penalty: 5669.059082
	Iteration 17Q: 3 clusters Score -1.1209e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -11209030.000000 Penalty: 5669.059082
	Iteration 18Q: 3 clusters Score -1.120903e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 91388 members 
Entering Unmasked Estep 
Score: -11209086.000000 Penalty: 5669.059082
	Iteration 19Q: 3 clusters Score -1.120909e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -11209097.000000 Penalty: 5669.059082
	Iteration 20F: 3 clusters Score -1.12091e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -11209109.000000 Penalty: 5669.059082
	Iteration 21Q: 3 clusters Score -1.120911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 91434 members 
Entering Unmasked Estep 
Score: -11209119.000000 Penalty: 5669.059082
	Iteration 22Q: 3 clusters Score -1.120912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 91439 members 
Entering Unmasked Estep 
Score: -11209117.000000 Penalty: 5669.059082
	Iteration 23Q: 3 clusters Score -1.120912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
Score: -11209136.000000 Penalty: 5669.059082
	Iteration 24Q: 3 clusters Score -1.120914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -11209136.000000 Penalty: 5669.059082
	Iteration 25Q: 3 clusters Score -1.120914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 91465 members 
Entering Unmasked Estep 
Score: -11209147.000000 Penalty: 5669.059082
	Iteration 26Q: 3 clusters Score -1.120915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
Score: -11209175.000000 Penalty: 5669.059082
	Iteration 27Q: 3 clusters Score -1.120918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -11209160.000000 Penalty: 5669.059082
	Iteration 28Q: 3 clusters Score -1.120916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -11209159.000000 Penalty: 5669.059082
	Iteration 29Q: 3 clusters Score -1.120916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -11209154.000000 Penalty: 5669.059082
	Iteration 30Q: 3 clusters Score -1.120915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -11209148.000000 Penalty: 5669.059082
	Iteration 31Q: 3 clusters Score -1.120915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -11209159.000000 Penalty: 5669.059082
	Iteration 32Q: 3 clusters Score -1.120916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -11209159.000000 Penalty: 5669.059082
	Iteration 33F: 3 clusters Score -1.120916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Entering Unmasked Estep 
Score: -430036.437500 Penalty: 2036.582397
	Iteration 0F: 2 clusters Score -430036.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -426394.062500 Penalty: 4073.164795
	Iteration 0F: 3 clusters Score -426394.1 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -427265.093750 Penalty: 4073.164795
	Iteration 1F: 3 clusters Score -427265.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -427521.625000 Penalty: 4073.164795
	Iteration 2F: 3 clusters Score -427521.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -427730.375000 Penalty: 4073.164795
	Iteration 3F: 3 clusters Score -427730.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -427952.718750 Penalty: 4073.164795
	Iteration 4F: 3 clusters Score -427952.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -428131.062500 Penalty: 4073.164795
	Iteration 5F: 3 clusters Score -428131.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -428272.000000 Penalty: 4073.164795
	Iteration 6Q: 3 clusters Score -428272 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -428372.906250 Penalty: 4073.164795
	Iteration 7Q: 3 clusters Score -428372.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -428454.687500 Penalty: 4073.164795
	Iteration 8Q: 3 clusters Score -428454.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -428520.125000 Penalty: 4073.164795
	Iteration 9Q: 3 clusters Score -428520.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -428568.750000 Penalty: 4073.164795
	Iteration 10Q: 3 clusters Score -428568.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -428606.718750 Penalty: 4073.164795
	Iteration 11Q: 3 clusters Score -428606.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -428640.718750 Penalty: 4073.164795
	Iteration 12Q: 3 clusters Score -428640.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -428676.656250 Penalty: 4073.164795
	Iteration 13Q: 3 clusters Score -428676.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -428718.968750 Penalty: 4073.164795
	Iteration 14Q: 3 clusters Score -428719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -428746.156250 Penalty: 4073.164795
	Iteration 15Q: 3 clusters Score -428746.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -428770.906250 Penalty: 4073.164795
	Iteration 16Q: 3 clusters Score -428770.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -428790.125000 Penalty: 4073.164795
	Iteration 17Q: 3 clusters Score -428790.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -428799.656250 Penalty: 4073.164795
	Iteration 18Q: 3 clusters Score -428799.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -428815.093750 Penalty: 4073.164795
	Iteration 19Q: 3 clusters Score -428815.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -428826.250000 Penalty: 4073.164795
	Iteration 20F: 3 clusters Score -428826.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -428833.937500 Penalty: 4073.164795
	Iteration 21Q: 3 clusters Score -428833.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -428840.062500 Penalty: 4073.164795
	Iteration 22Q: 3 clusters Score -428840.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -428847.281250 Penalty: 4073.164795
	Iteration 23Q: 3 clusters Score -428847.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -428852.218750 Penalty: 4073.164795
	Iteration 24Q: 3 clusters Score -428852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -428854.312500 Penalty: 4073.164795
	Iteration 25Q: 3 clusters Score -428854.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -428855.937500 Penalty: 4073.164795
	Iteration 26Q: 3 clusters Score -428855.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -428859.875000 Penalty: 4073.164795
	Iteration 27Q: 3 clusters Score -428859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -428862.000000 Penalty: 4073.164795
	Iteration 28Q: 3 clusters Score -428862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -428863.125000 Penalty: 4073.164795
	Iteration 29Q: 3 clusters Score -428863.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -428864.062500 Penalty: 4073.164795
	Iteration 30Q: 3 clusters Score -428864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -428864.312500 Penalty: 4073.164795
	Iteration 31Q: 3 clusters Score -428864.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -428866.656250 Penalty: 4073.164795
	Iteration 32Q: 3 clusters Score -428866.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -428869.218750 Penalty: 4073.164795
	Iteration 33Q: 3 clusters Score -428869.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -428870.937500 Penalty: 4073.164795
	Iteration 34Q: 3 clusters Score -428870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -428871.156250 Penalty: 4073.164795
	Iteration 35Q: 3 clusters Score -428871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -428871.875000 Penalty: 4073.164795
	Iteration 36Q: 3 clusters Score -428871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -428873.937500 Penalty: 4073.164795
	Iteration 37Q: 3 clusters Score -428873.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -428873.437500 Penalty: 4073.164795
	Iteration 38Q: 3 clusters Score -428873.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -428873.437500 Penalty: 4073.164795
	Iteration 39F: 3 clusters Score -428873.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (229612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229612 members 
Entering Unmasked Estep 
Score: -28008630.000000 Penalty: 3061.348145
	Iteration 0F: 2 clusters Score -2.800863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114462 members 
Mstep: Class 2 contains 115150 members 
Entering Unmasked Estep 
Score: -27865540.000000 Penalty: 6122.696289
	Iteration 0F: 3 clusters Score -2.786554e+07 nChanged 110883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109313 members 
Mstep: Class 2 contains 120299 members 
Entering Unmasked Estep 
Score: -27931376.000000 Penalty: 6122.696289
	Iteration 1F: 3 clusters Score -2.793138e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105606 members 
Mstep: Class 2 contains 124006 members 
Entering Unmasked Estep 
Score: -27933100.000000 Penalty: 6122.696289
	Iteration 2Q: 3 clusters Score -2.79331e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 129930 members 
Entering Unmasked Estep 
Score: -27935554.000000 Penalty: 6122.696289
	Iteration 3Q: 3 clusters Score -2.793555e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90674 members 
Mstep: Class 2 contains 138938 members 
Entering Unmasked Estep 
Score: -27940398.000000 Penalty: 6122.696289
	Iteration 4Q: 3 clusters Score -2.79404e+07 nChanged 14504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 151952 members 
Entering Unmasked Estep 
Score: -27948460.000000 Penalty: 6122.696289
	Iteration 5F: 3 clusters Score -2.794846e+07 nChanged 17979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 168737 members 
Entering Unmasked Estep 
Score: -27960666.000000 Penalty: 6122.696289
	Iteration 6F: 3 clusters Score -2.796067e+07 nChanged 19092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 186977 members 
Entering Unmasked Estep 
Score: -27976332.000000 Penalty: 6122.696289
	Iteration 7F: 3 clusters Score -2.797633e+07 nChanged 16186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 202845 members 
Entering Unmasked Estep 
Score: -27989330.000000 Penalty: 6122.696289
	Iteration 8F: 3 clusters Score -2.798933e+07 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 214113 members 
Entering Unmasked Estep 
Score: -27997308.000000 Penalty: 6122.696289
	Iteration 9Q: 3 clusters Score -2.799731e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 220873 members 
Entering Unmasked Estep 
Score: -28001672.000000 Penalty: 6122.696289
	Iteration 10Q: 3 clusters Score -2.800167e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 224476 members 
Entering Unmasked Estep 
Score: -28003934.000000 Penalty: 6122.696289
	Iteration 11Q: 3 clusters Score -2.800393e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 226250 members 
Entering Unmasked Estep 
Score: -28004876.000000 Penalty: 6122.696289
	Iteration 12Q: 3 clusters Score -2.800488e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 227134 members 
Entering Unmasked Estep 
Score: -28005334.000000 Penalty: 6122.696289
	Iteration 13Q: 3 clusters Score -2.800533e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 227574 members 
Entering Unmasked Estep 
Score: -28005528.000000 Penalty: 6122.696289
	Iteration 14Q: 3 clusters Score -2.800553e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 227829 members 
Entering Unmasked Estep 
Score: -28005656.000000 Penalty: 6122.696289
	Iteration 15Q: 3 clusters Score -2.800566e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 228004 members 
Entering Unmasked Estep 
Score: -28005792.000000 Penalty: 6122.696289
	Iteration 16Q: 3 clusters Score -2.800579e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 228133 members 
Entering Unmasked Estep 
Score: -28005882.000000 Penalty: 6122.696289
	Iteration 17Q: 3 clusters Score -2.800588e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 228223 members 
Entering Unmasked Estep 
Score: -28005968.000000 Penalty: 6122.696289
	Iteration 18Q: 3 clusters Score -2.800597e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 228282 members 
Entering Unmasked Estep 
Score: -28005972.000000 Penalty: 6122.696289
	Iteration 19Q: 3 clusters Score -2.800597e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 228320 members 
Entering Unmasked Estep 
Score: -28006014.000000 Penalty: 6122.696289
	Iteration 20F: 3 clusters Score -2.800601e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 228339 members 
Entering Unmasked Estep 
Score: -28006040.000000 Penalty: 6122.696289
	Iteration 21Q: 3 clusters Score -2.800604e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 228358 members 
Entering Unmasked Estep 
Score: -28006096.000000 Penalty: 6122.696289
	Iteration 22Q: 3 clusters Score -2.80061e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 228367 members 
Entering Unmasked Estep 
Score: -28006104.000000 Penalty: 6122.696289
	Iteration 23Q: 3 clusters Score -2.80061e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 228389 members 
Entering Unmasked Estep 
Score: -28006100.000000 Penalty: 6122.696289
	Iteration 24Q: 3 clusters Score -2.80061e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 228419 members 
Entering Unmasked Estep 
Score: -28006128.000000 Penalty: 6122.696289
	Iteration 25Q: 3 clusters Score -2.800613e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 228444 members 
Entering Unmasked Estep 
Score: -28006150.000000 Penalty: 6122.696289
	Iteration 26Q: 3 clusters Score -2.800615e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 228452 members 
Entering Unmasked Estep 
Score: -28006174.000000 Penalty: 6122.696289
	Iteration 27Q: 3 clusters Score -2.800617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 228457 members 
Entering Unmasked Estep 
Score: -28006184.000000 Penalty: 6122.696289
	Iteration 28Q: 3 clusters Score -2.800618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 228466 members 
Entering Unmasked Estep 
Score: -28006182.000000 Penalty: 6122.696289
	Iteration 29Q: 3 clusters Score -2.800618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 228473 members 
Entering Unmasked Estep 
Score: -28006164.000000 Penalty: 6122.696289
	Iteration 30Q: 3 clusters Score -2.800616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 228478 members 
Entering Unmasked Estep 
Score: -28006186.000000 Penalty: 6122.696289
	Iteration 31Q: 3 clusters Score -2.800619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 228484 members 
Entering Unmasked Estep 
Score: -28006180.000000 Penalty: 6122.696289
	Iteration 32Q: 3 clusters Score -2.800618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 228491 members 
Entering Unmasked Estep 
Score: -28006202.000000 Penalty: 6122.696289
	Iteration 33Q: 3 clusters Score -2.80062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 228494 members 
Entering Unmasked Estep 
Score: -28006202.000000 Penalty: 6122.696289
	Iteration 34Q: 3 clusters Score -2.80062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 228495 members 
Entering Unmasked Estep 
Score: -28006226.000000 Penalty: 6122.696289
	Iteration 35Q: 3 clusters Score -2.800623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 228496 members 
Entering Unmasked Estep 
Score: -28006228.000000 Penalty: 6122.696289
	Iteration 36Q: 3 clusters Score -2.800623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 228496 members 
Entering Unmasked Estep 
Score: -28006226.000000 Penalty: 6122.696289
	Iteration 37Q: 3 clusters Score -2.800623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 228498 members 
Entering Unmasked Estep 
Score: -28006218.000000 Penalty: 6122.696289
	Iteration 38Q: 3 clusters Score -2.800622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 228497 members 
Entering Unmasked Estep 
Score: -28006224.000000 Penalty: 6122.696289
	Iteration 39Q: 3 clusters Score -2.800622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 228498 members 
Entering Unmasked Estep 
Score: -28006236.000000 Penalty: 6122.696289
	Iteration 40F: 3 clusters Score -2.800624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 228500 members 
Entering Unmasked Estep 
Score: -28006226.000000 Penalty: 6122.696289
	Iteration 41Q: 3 clusters Score -2.800623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 228504 members 
Entering Unmasked Estep 
Score: -28006232.000000 Penalty: 6122.696289
	Iteration 42Q: 3 clusters Score -2.800623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 228508 members 
Entering Unmasked Estep 
Score: -28006234.000000 Penalty: 6122.696289
	Iteration 43Q: 3 clusters Score -2.800623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 228510 members 
Entering Unmasked Estep 
Score: -28006238.000000 Penalty: 6122.696289
	Iteration 44Q: 3 clusters Score -2.800624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 228515 members 
Entering Unmasked Estep 
Score: -28006240.000000 Penalty: 6122.696289
	Iteration 45Q: 3 clusters Score -2.800624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 228519 members 
Entering Unmasked Estep 
Score: -28006242.000000 Penalty: 6122.696289
	Iteration 46Q: 3 clusters Score -2.800624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 228521 members 
Entering Unmasked Estep 
Score: -28006250.000000 Penalty: 6122.696289
	Iteration 47Q: 3 clusters Score -2.800625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 228525 members 
Entering Unmasked Estep 
Score: -28006252.000000 Penalty: 6122.696289
	Iteration 48Q: 3 clusters Score -2.800625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 228529 members 
Entering Unmasked Estep 
Score: -28006234.000000 Penalty: 6122.696289
	Iteration 49Q: 3 clusters Score -2.800623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 228528 members 
Entering Unmasked Estep 
Score: -28006238.000000 Penalty: 6122.696289
	Iteration 50Q: 3 clusters Score -2.800624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 228530 members 
Entering Unmasked Estep 
Score: -28006240.000000 Penalty: 6122.696289
	Iteration 51Q: 3 clusters Score -2.800624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 228531 members 
Entering Unmasked Estep 
Score: -28006246.000000 Penalty: 6122.696289
	Iteration 52Q: 3 clusters Score -2.800625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 228534 members 
Entering Unmasked Estep 
Score: -28006264.000000 Penalty: 6122.696289
	Iteration 53Q: 3 clusters Score -2.800626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 228536 members 
Entering Unmasked Estep 
Score: -28006252.000000 Penalty: 6122.696289
	Iteration 54Q: 3 clusters Score -2.800625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 228538 members 
Entering Unmasked Estep 
Score: -28006266.000000 Penalty: 6122.696289
	Iteration 55Q: 3 clusters Score -2.800627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 228539 members 
Entering Unmasked Estep 
Score: -28006260.000000 Penalty: 6122.696289
	Iteration 56Q: 3 clusters Score -2.800626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 228540 members 
Entering Unmasked Estep 
Score: -28006270.000000 Penalty: 6122.696289
	Iteration 57Q: 3 clusters Score -2.800627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 228541 members 
Entering Unmasked Estep 
Score: -28006246.000000 Penalty: 6122.696289
	Iteration 58Q: 3 clusters Score -2.800625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 228543 members 
Entering Unmasked Estep 
Score: -28006262.000000 Penalty: 6122.696289
	Iteration 59Q: 3 clusters Score -2.800626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 228545 members 
Entering Unmasked Estep 
Score: -28006254.000000 Penalty: 6122.696289
	Iteration 60F: 3 clusters Score -2.800625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Entering Unmasked Estep 
Score: -462839.093750 Penalty: 2055.805664
	Iteration 0F: 2 clusters Score -462839.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -458995.312500 Penalty: 4111.611328
	Iteration 0F: 3 clusters Score -458995.3 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -460007.843750 Penalty: 4111.611328
	Iteration 1F: 3 clusters Score -460007.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -460435.437500 Penalty: 4111.611328
	Iteration 2F: 3 clusters Score -460435.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -460958.437500 Penalty: 4111.611328
	Iteration 3F: 3 clusters Score -460958.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -461529.125000 Penalty: 4111.611328
	Iteration 4F: 3 clusters Score -461529.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -461975.593750 Penalty: 4111.611328
	Iteration 5F: 3 clusters Score -461975.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -462217.718750 Penalty: 4111.611328
	Iteration 6F: 3 clusters Score -462217.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -462328.843750 Penalty: 4111.611328
	Iteration 7Q: 3 clusters Score -462328.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -462398.687500 Penalty: 4111.611328
	Iteration 8Q: 3 clusters Score -462398.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -462458.281250 Penalty: 4111.611328
	Iteration 9Q: 3 clusters Score -462458.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -462510.343750 Penalty: 4111.611328
	Iteration 10Q: 3 clusters Score -462510.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -462552.562500 Penalty: 4111.611328
	Iteration 11Q: 3 clusters Score -462552.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -462589.343750 Penalty: 4111.611328
	Iteration 12Q: 3 clusters Score -462589.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -462623.312500 Penalty: 4111.611328
	Iteration 13Q: 3 clusters Score -462623.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -462641.781250 Penalty: 4111.611328
	Iteration 14Q: 3 clusters Score -462641.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -462652.281250 Penalty: 4111.611328
	Iteration 15Q: 3 clusters Score -462652.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -462666.906250 Penalty: 4111.611328
	Iteration 16Q: 3 clusters Score -462666.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -462681.500000 Penalty: 4111.611328
	Iteration 17Q: 3 clusters Score -462681.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -462688.062500 Penalty: 4111.611328
	Iteration 18Q: 3 clusters Score -462688.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -462699.718750 Penalty: 4111.611328
	Iteration 19Q: 3 clusters Score -462699.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -462712.968750 Penalty: 4111.611328
	Iteration 20F: 3 clusters Score -462713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -462720.593750 Penalty: 4111.611328
	Iteration 21Q: 3 clusters Score -462720.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -462726.906250 Penalty: 4111.611328
	Iteration 22Q: 3 clusters Score -462726.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -462732.281250 Penalty: 4111.611328
	Iteration 23Q: 3 clusters Score -462732.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -462733.375000 Penalty: 4111.611328
	Iteration 24Q: 3 clusters Score -462733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -462735.812500 Penalty: 4111.611328
	Iteration 25Q: 3 clusters Score -462735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -462738.343750 Penalty: 4111.611328
	Iteration 26Q: 3 clusters Score -462738.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -462740.375000 Penalty: 4111.611328
	Iteration 27Q: 3 clusters Score -462740.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -462745.406250 Penalty: 4111.611328
	Iteration 28Q: 3 clusters Score -462745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -462747.343750 Penalty: 4111.611328
	Iteration 29Q: 3 clusters Score -462747.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -462748.562500 Penalty: 4111.611328
	Iteration 30Q: 3 clusters Score -462748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -462750.281250 Penalty: 4111.611328
	Iteration 31Q: 3 clusters Score -462750.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -462751.031250 Penalty: 4111.611328
	Iteration 32Q: 3 clusters Score -462751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -462753.000000 Penalty: 4111.611328
	Iteration 33Q: 3 clusters Score -462753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -462759.031250 Penalty: 4111.611328
	Iteration 34Q: 3 clusters Score -462759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -462766.781250 Penalty: 4111.611328
	Iteration 35Q: 3 clusters Score -462766.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -462778.218750 Penalty: 4111.611328
	Iteration 36Q: 3 clusters Score -462778.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -462786.093750 Penalty: 4111.611328
	Iteration 37Q: 3 clusters Score -462786.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -462792.625000 Penalty: 4111.611328
	Iteration 38Q: 3 clusters Score -462792.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -462798.343750 Penalty: 4111.611328
	Iteration 39Q: 3 clusters Score -462798.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -462801.656250 Penalty: 4111.611328
	Iteration 40F: 3 clusters Score -462801.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -462805.312500 Penalty: 4111.611328
	Iteration 41Q: 3 clusters Score -462805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -462806.281250 Penalty: 4111.611328
	Iteration 42Q: 3 clusters Score -462806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -462806.093750 Penalty: 4111.611328
	Iteration 43Q: 3 clusters Score -462806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -462808.125000 Penalty: 4111.611328
	Iteration 44Q: 3 clusters Score -462808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -462808.281250 Penalty: 4111.611328
	Iteration 45Q: 3 clusters Score -462808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -462809.593750 Penalty: 4111.611328
	Iteration 46Q: 3 clusters Score -462809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -462810.187500 Penalty: 4111.611328
	Iteration 47Q: 3 clusters Score -462810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -462811.843750 Penalty: 4111.611328
	Iteration 48Q: 3 clusters Score -462811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -462811.843750 Penalty: 4111.611328
	Iteration 49F: 3 clusters Score -462811.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (10052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Entering Unmasked Estep 
Score: -1171613.750000 Penalty: 2285.450684
	Iteration 0F: 2 clusters Score -1171614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1163953.375000 Penalty: 4570.901367
	Iteration 0F: 3 clusters Score -1163953 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1166247.500000 Penalty: 4570.901367
	Iteration 1F: 3 clusters Score -1166248 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1166667.875000 Penalty: 4570.901367
	Iteration 2F: 3 clusters Score -1166668 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1167122.375000 Penalty: 4570.901367
	Iteration 3F: 3 clusters Score -1167122 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1167761.625000 Penalty: 4570.901367
	Iteration 4F: 3 clusters Score -1167762 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1168606.750000 Penalty: 4570.901367
	Iteration 5F: 3 clusters Score -1168607 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1169445.875000 Penalty: 4570.901367
	Iteration 6F: 3 clusters Score -1169446 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1169966.125000 Penalty: 4570.901367
	Iteration 7F: 3 clusters Score -1169966 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1170242.125000 Penalty: 4570.901367
	Iteration 8Q: 3 clusters Score -1170242 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1170375.125000 Penalty: 4570.901367
	Iteration 9Q: 3 clusters Score -1170375 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1170435.875000 Penalty: 4570.901367
	Iteration 10Q: 3 clusters Score -1170436 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1170472.375000 Penalty: 4570.901367
	Iteration 11Q: 3 clusters Score -1170472 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1170487.125000 Penalty: 4570.901367
	Iteration 12Q: 3 clusters Score -1170487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1170497.500000 Penalty: 4570.901367
	Iteration 13Q: 3 clusters Score -1170498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1170499.125000 Penalty: 4570.901367
	Iteration 14Q: 3 clusters Score -1170499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1170502.125000 Penalty: 4570.901367
	Iteration 15Q: 3 clusters Score -1170502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1170507.500000 Penalty: 4570.901367
	Iteration 16Q: 3 clusters Score -1170508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1170506.250000 Penalty: 4570.901367
	Iteration 17Q: 3 clusters Score -1170506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1170508.500000 Penalty: 4570.901367
	Iteration 18Q: 3 clusters Score -1170508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1170506.750000 Penalty: 4570.901367
	Iteration 19Q: 3 clusters Score -1170507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1170506.375000 Penalty: 4570.901367
	Iteration 20F: 3 clusters Score -1170506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1170508.000000 Penalty: 4570.901367
	Iteration 21Q: 3 clusters Score -1170508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1170508.250000 Penalty: 4570.901367
	Iteration 22Q: 3 clusters Score -1170508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1170508.250000 Penalty: 4570.901367
	Iteration 23F: 3 clusters Score -1170508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 44948 members 
Mstep: Class 4 contains 20336 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 32346 members 
Mstep: Class 8 contains 138041 members 
Mstep: Class 9 contains 552 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 20089 members 
Mstep: Class 12 contains 16459 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 7982 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 96516 members 
Mstep: Class 23 contains 17113 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11410 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 20954 members 
Mstep: Class 29 contains 25100 members 
Mstep: Class 30 contains 58638 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 3319 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 33953 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 2108 members 
Mstep: Class 38 contains 20921 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 3873 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 19458 members 
Mstep: Class 44 contains 3043 members 
Mstep: Class 45 contains 4456 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 4001 members 
Mstep: Class 48 contains 16395 members 
Mstep: Class 49 contains 3113 members 
Mstep: Class 50 contains 675 members 
Mstep: Class 51 contains 2177 members 
Mstep: Class 52 contains 1267 members 
Mstep: Class 53 contains 2302 members 
Mstep: Class 54 contains 92001 members 
Mstep: Class 55 contains 3685 members 
Mstep: Class 57 contains 229612 members 
Mstep: Class 58 contains 3982 members 
Mstep: Class 59 contains 10052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154504368.000000 Penalty: 262035.890625
Iteration 119Q: 76 clusters Score -1.545044e+08 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 45134 members 
Mstep: Class 4 contains 20968 members 
Mstep: Class 5 contains 4271 members 
Mstep: Class 6 contains 2336 members 
Mstep: Class 7 contains 32344 members 
Mstep: Class 8 contains 137958 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 11475 members 
Mstep: Class 11 contains 19922 members 
Mstep: Class 12 contains 16457 members 
Mstep: Class 13 contains 17155 members 
Mstep: Class 14 contains 3947 members 
Mstep: Class 15 contains 5612 members 
Mstep: Class 16 contains 530 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 18 contains 19641 members 
Mstep: Class 19 contains 2787 members 
Mstep: Class 20 contains 4311 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 96534 members 
Mstep: Class 23 contains 17137 members 
Mstep: Class 24 contains 2105 members 
Mstep: Class 25 contains 92831 members 
Mstep: Class 26 contains 11394 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 21280 members 
Mstep: Class 29 contains 25095 members 
Mstep: Class 30 contains 58182 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 3313 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11824 members 
Mstep: Class 35 contains 33852 members 
Mstep: Class 36 contains 2710 members 
Mstep: Class 37 contains 2127 members 
Mstep: Class 38 contains 20731 members 
Mstep: Class 39 contains 5679 members 
Mstep: Class 40 contains 72396 members 
Mstep: Class 41 contains 4525 members 
Mstep: Class 42 contains 418 members 
Mstep: Class 43 contains 19473 members 
Mstep: Class 44 contains 3048 members 
Mstep: Class 45 contains 4464 members 
Mstep: Class 46 contains 511 members 
Mstep: Class 47 contains 3974 members 
Mstep: Class 48 contains 16536 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 720 members 
Mstep: Class 51 contains 2247 members 
Mstep: Class 52 contains 1418 members 
Mstep: Class 53 contains 2238 members 
Mstep: Class 54 contains 91993 members 
Mstep: Class 55 contains 3731 members 
Mstep: Class 56 contains 8256 members 
Mstep: Class 57 contains 229526 members 
Mstep: Class 58 contains 3945 members 
Mstep: Class 59 contains 9847 members 
Mstep: Class 60 contains 4042 members 
Mstep: Class 61 contains 6858 members 
Mstep: Class 62 contains 2007 members 
Mstep: Class 63 contains 391 members 
Mstep: Class 64 contains 1629 members 
Mstep: Class 65 contains 3267 members 
Mstep: Class 66 contains 5277 members 
Mstep: Class 67 contains 6773 members 
Mstep: Class 68 contains 5690 members 
Mstep: Class 69 contains 2434 members 
Mstep: Class 70 contains 332 members 
Mstep: Class 71 contains 4146 members 
Mstep: Class 72 contains 1317 members 
Mstep: Class 73 contains 1635 members 
Mstep: Class 74 contains 1895 members 
Mstep: Class 75 contains 3138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154512480.000000 Penalty: 262035.890625
Iteration 120F: 76 clusters Score -1.545125e+08 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1849 members 
Mstep: Class 3 contains 45227 members 
Mstep: Class 4 contains 21138 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 2377 members 
Mstep: Class 7 contains 32353 members 
Mstep: Class 8 contains 137904 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 11341 members 
Mstep: Class 11 contains 19711 members 
Mstep: Class 12 contains 16444 members 
Mstep: Class 13 contains 17130 members 
Mstep: Class 14 contains 3927 members 
Mstep: Class 15 contains 5523 members 
Mstep: Class 16 contains 525 members 
Mstep: Class 17 contains 7983 members 
Mstep: Class 18 contains 19364 members 
Mstep: Class 19 contains 2822 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 96493 members 
Mstep: Class 23 contains 17106 members 
Mstep: Class 24 contains 1927 members 
Mstep: Class 25 contains 92821 members 
Mstep: Class 26 contains 10907 members 
Mstep: Class 27 contains 1770 members 
Mstep: Class 28 contains 20786 members 
Mstep: Class 29 contains 25061 members 
Mstep: Class 30 contains 57737 members 
Mstep: Class 31 contains 5177 members 
Mstep: Class 32 contains 3273 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11826 members 
Mstep: Class 35 contains 33671 members 
Mstep: Class 36 contains 2696 members 
Mstep: Class 37 contains 2124 members 
Mstep: Class 38 contains 20534 members 
Mstep: Class 39 contains 5678 members 
Mstep: Class 40 contains 72010 members 
Mstep: Class 41 contains 4918 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19469 members 
Mstep: Class 44 contains 3052 members 
Mstep: Class 45 contains 4386 members 
Mstep: Class 46 contains 484 members 
Mstep: Class 47 contains 3892 members 
Mstep: Class 48 contains 16580 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 738 members 
Mstep: Class 51 contains 2301 members 
Mstep: Class 52 contains 1459 members 
Mstep: Class 53 contains 2212 members 
Mstep: Class 54 contains 91958 members 
Mstep: Class 55 contains 3705 members 
Mstep: Class 56 contains 8281 members 
Mstep: Class 57 contains 229481 members 
Mstep: Class 58 contains 3915 members 
Mstep: Class 59 contains 9517 members 
Mstep: Class 60 contains 4327 members 
Mstep: Class 61 contains 7371 members 
Mstep: Class 62 contains 2078 members 
Mstep: Class 63 contains 420 members 
Mstep: Class 64 contains 1688 members 
Mstep: Class 65 contains 3166 members 
Mstep: Class 66 contains 5925 members 
Mstep: Class 67 contains 6886 members 
Mstep: Class 68 contains 5859 members 
Mstep: Class 69 contains 2774 members 
Mstep: Class 70 contains 387 members 
Mstep: Class 71 contains 4318 members 
Mstep: Class 72 contains 1335 members 
Mstep: Class 73 contains 1948 members 
Mstep: Class 74 contains 1927 members 
Mstep: Class 75 contains 3409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154516416.000000 Penalty: 262035.890625
Iteration 121Q: 76 clusters Score -1.545164e+08 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1849 members 
Mstep: Class 3 contains 45295 members 
Mstep: Class 4 contains 21336 members 
Mstep: Class 5 contains 5112 members 
Mstep: Class 6 contains 2434 members 
Mstep: Class 7 contains 32358 members 
Mstep: Class 8 contains 137806 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 11270 members 
Mstep: Class 11 contains 19563 members 
Mstep: Class 12 contains 16436 members 
Mstep: Class 13 contains 17119 members 
Mstep: Class 14 contains 3906 members 
Mstep: Class 15 contains 5481 members 
Mstep: Class 16 contains 530 members 
Mstep: Class 17 contains 8000 members 
Mstep: Class 18 contains 19195 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 96436 members 
Mstep: Class 23 contains 17084 members 
Mstep: Class 24 contains 1854 members 
Mstep: Class 25 contains 92805 members 
Mstep: Class 26 contains 10607 members 
Mstep: Class 27 contains 1762 members 
Mstep: Class 28 contains 20444 members 
Mstep: Class 29 contains 25023 members 
Mstep: Class 30 contains 57402 members 
Mstep: Class 31 contains 5152 members 
Mstep: Class 32 contains 3257 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11825 members 
Mstep: Class 35 contains 33518 members 
Mstep: Class 36 contains 2694 members 
Mstep: Class 37 contains 2127 members 
Mstep: Class 38 contains 20329 members 
Mstep: Class 39 contains 5688 members 
Mstep: Class 40 contains 71918 members 
Mstep: Class 41 contains 5178 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 19466 members 
Mstep: Class 44 contains 3061 members 
Mstep: Class 45 contains 4362 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3850 members 
Mstep: Class 48 contains 16651 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 738 members 
Mstep: Class 51 contains 2334 members 
Mstep: Class 52 contains 1480 members 
Mstep: Class 53 contains 2204 members 
Mstep: Class 54 contains 91910 members 
Mstep: Class 55 contains 3689 members 
Mstep: Class 56 contains 8223 members 
Mstep: Class 57 contains 229405 members 
Mstep: Class 58 contains 3904 members 
Mstep: Class 59 contains 9302 members 
Mstep: Class 60 contains 4522 members 
Mstep: Class 61 contains 7700 members 
Mstep: Class 62 contains 2116 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 1713 members 
Mstep: Class 65 contains 3085 members 
Mstep: Class 66 contains 6315 members 
Mstep: Class 67 contains 6938 members 
Mstep: Class 68 contains 5938 members 
Mstep: Class 69 contains 2956 members 
Mstep: Class 70 contains 399 members 
Mstep: Class 71 contains 4477 members 
Mstep: Class 72 contains 1349 members 
Mstep: Class 73 contains 2163 members 
Mstep: Class 74 contains 1946 members 
Mstep: Class 75 contains 3533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154518928.000000 Penalty: 262035.890625
Iteration 122Q: 76 clusters Score -1.545189e+08 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1849 members 
Mstep: Class 3 contains 45366 members 
Mstep: Class 4 contains 21474 members 
Mstep: Class 5 contains 5353 members 
Mstep: Class 6 contains 2473 members 
Mstep: Class 7 contains 32362 members 
Mstep: Class 8 contains 137709 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 11228 members 
Mstep: Class 11 contains 19443 members 
Mstep: Class 12 contains 16428 members 
Mstep: Class 13 contains 17109 members 
Mstep: Class 14 contains 3898 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 8024 members 
Mstep: Class 18 contains 19103 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 4239 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 96351 members 
Mstep: Class 23 contains 17058 members 
Mstep: Class 24 contains 1812 members 
Mstep: Class 25 contains 92791 members 
Mstep: Class 26 contains 10376 members 
Mstep: Class 27 contains 1760 members 
Mstep: Class 28 contains 20171 members 
Mstep: Class 29 contains 24984 members 
Mstep: Class 30 contains 57166 members 
Mstep: Class 31 contains 5141 members 
Mstep: Class 32 contains 3246 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11825 members 
Mstep: Class 35 contains 33421 members 
Mstep: Class 36 contains 2695 members 
Mstep: Class 37 contains 2132 members 
Mstep: Class 38 contains 20150 members 
Mstep: Class 39 contains 5699 members 
Mstep: Class 40 contains 71912 members 
Mstep: Class 41 contains 5346 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 19457 members 
Mstep: Class 44 contains 3071 members 
Mstep: Class 45 contains 4344 members 
Mstep: Class 46 contains 479 members 
Mstep: Class 47 contains 3825 members 
Mstep: Class 48 contains 16710 members 
Mstep: Class 49 contains 3118 members 
Mstep: Class 50 contains 736 members 
Mstep: Class 51 contains 2354 members 
Mstep: Class 52 contains 1486 members 
Mstep: Class 53 contains 2204 members 
Mstep: Class 54 contains 91861 members 
Mstep: Class 55 contains 3687 members 
Mstep: Class 56 contains 8182 members 
Mstep: Class 57 contains 229341 members 
Mstep: Class 58 contains 3899 members 
Mstep: Class 59 contains 9169 members 
Mstep: Class 60 contains 4683 members 
Mstep: Class 61 contains 7910 members 
Mstep: Class 62 contains 2149 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 1724 members 
Mstep: Class 65 contains 3023 members 
Mstep: Class 66 contains 6604 members 
Mstep: Class 67 contains 6977 members 
Mstep: Class 68 contains 5984 members 
Mstep: Class 69 contains 3063 members 
Mstep: Class 70 contains 404 members 
Mstep: Class 71 contains 4643 members 
Mstep: Class 72 contains 1355 members 
Mstep: Class 73 contains 2336 members 
Mstep: Class 74 contains 1957 members 
Mstep: Class 75 contains 3597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154520352.000000 Penalty: 262035.890625
Iteration 123Q: 76 clusters Score -1.545204e+08 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1847 members 
Mstep: Class 3 contains 45406 members 
Mstep: Class 4 contains 21604 members 
Mstep: Class 5 contains 5532 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 32359 members 
Mstep: Class 8 contains 137643 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11209 members 
Mstep: Class 11 contains 19321 members 
Mstep: Class 12 contains 16415 members 
Mstep: Class 13 contains 17105 members 
Mstep: Class 14 contains 3897 members 
Mstep: Class 15 contains 5448 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 8042 members 
Mstep: Class 18 contains 19014 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 4237 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 96269 members 
Mstep: Class 23 contains 17047 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 92789 members 
Mstep: Class 26 contains 10174 members 
Mstep: Class 27 contains 1765 members 
Mstep: Class 28 contains 19910 members 
Mstep: Class 29 contains 24941 members 
Mstep: Class 30 contains 56979 members 
Mstep: Class 31 contains 5134 members 
Mstep: Class 32 contains 3243 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11824 members 
Mstep: Class 35 contains 33380 members 
Mstep: Class 36 contains 2694 members 
Mstep: Class 37 contains 2136 members 
Mstep: Class 38 contains 19977 members 
Mstep: Class 39 contains 5705 members 
Mstep: Class 40 contains 71927 members 
Mstep: Class 41 contains 5471 members 
Mstep: Class 42 contains 414 members 
Mstep: Class 43 contains 19450 members 
Mstep: Class 44 contains 3081 members 
Mstep: Class 45 contains 4328 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3798 members 
Mstep: Class 48 contains 16756 members 
Mstep: Class 49 contains 3121 members 
Mstep: Class 50 contains 734 members 
Mstep: Class 51 contains 2378 members 
Mstep: Class 52 contains 1493 members 
Mstep: Class 53 contains 2203 members 
Mstep: Class 54 contains 91814 members 
Mstep: Class 55 contains 3681 members 
Mstep: Class 56 contains 8152 members 
Mstep: Class 57 contains 229319 members 
Mstep: Class 58 contains 3895 members 
Mstep: Class 59 contains 9077 members 
Mstep: Class 60 contains 4816 members 
Mstep: Class 61 contains 8071 members 
Mstep: Class 62 contains 2176 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1738 members 
Mstep: Class 65 contains 2984 members 
Mstep: Class 66 contains 6784 members 
Mstep: Class 67 contains 7010 members 
Mstep: Class 68 contains 6022 members 
Mstep: Class 69 contains 3140 members 
Mstep: Class 70 contains 405 members 
Mstep: Class 71 contains 4822 members 
Mstep: Class 72 contains 1360 members 
Mstep: Class 73 contains 2486 members 
Mstep: Class 74 contains 1963 members 
Mstep: Class 75 contains 3662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154521248.000000 Penalty: 262035.890625
Iteration 124Q: 76 clusters Score -1.545212e+08 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1842 members 
Mstep: Class 3 contains 45417 members 
Mstep: Class 4 contains 21707 members 
Mstep: Class 5 contains 5691 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 32361 members 
Mstep: Class 8 contains 137580 members 
Mstep: Class 9 contains 568 members 
Mstep: Class 10 contains 11187 members 
Mstep: Class 11 contains 19222 members 
Mstep: Class 12 contains 16401 members 
Mstep: Class 13 contains 17101 members 
Mstep: Class 14 contains 3895 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 8051 members 
Mstep: Class 18 contains 18942 members 
Mstep: Class 19 contains 2886 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 3933 members 
Mstep: Class 22 contains 96191 members 
Mstep: Class 23 contains 17033 members 
Mstep: Class 24 contains 1768 members 
Mstep: Class 25 contains 92786 members 
Mstep: Class 26 contains 9993 members 
Mstep: Class 27 contains 1766 members 
Mstep: Class 28 contains 19674 members 
Mstep: Class 29 contains 24917 members 
Mstep: Class 30 contains 56823 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 3242 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33370 members 
Mstep: Class 36 contains 2694 members 
Mstep: Class 37 contains 2144 members 
Mstep: Class 38 contains 19834 members 
Mstep: Class 39 contains 5709 members 
Mstep: Class 40 contains 71954 members 
Mstep: Class 41 contains 5554 members 
Mstep: Class 42 contains 417 members 
Mstep: Class 43 contains 19447 members 
Mstep: Class 44 contains 3089 members 
Mstep: Class 45 contains 4316 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3779 members 
Mstep: Class 48 contains 16802 members 
Mstep: Class 49 contains 3120 members 
Mstep: Class 50 contains 731 members 
Mstep: Class 51 contains 2389 members 
Mstep: Class 52 contains 1499 members 
Mstep: Class 53 contains 2200 members 
Mstep: Class 54 contains 91785 members 
Mstep: Class 55 contains 3679 members 
Mstep: Class 56 contains 8126 members 
Mstep: Class 57 contains 229288 members 
Mstep: Class 58 contains 3891 members 
Mstep: Class 59 contains 8995 members 
Mstep: Class 60 contains 4948 members 
Mstep: Class 61 contains 8176 members 
Mstep: Class 62 contains 2201 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1751 members 
Mstep: Class 65 contains 2960 members 
Mstep: Class 66 contains 6949 members 
Mstep: Class 67 contains 7039 members 
Mstep: Class 68 contains 6056 members 
Mstep: Class 69 contains 3203 members 
Mstep: Class 70 contains 402 members 
Mstep: Class 71 contains 4999 members 
Mstep: Class 72 contains 1364 members 
Mstep: Class 73 contains 2627 members 
Mstep: Class 74 contains 1966 members 
Mstep: Class 75 contains 3699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154522304.000000 Penalty: 262035.890625
Iteration 125Q: 76 clusters Score -1.545223e+08 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1841 members 
Mstep: Class 3 contains 45433 members 
Mstep: Class 4 contains 21802 members 
Mstep: Class 5 contains 5809 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 32368 members 
Mstep: Class 8 contains 137532 members 
Mstep: Class 9 contains 569 members 
Mstep: Class 10 contains 11177 members 
Mstep: Class 11 contains 19153 members 
Mstep: Class 12 contains 16393 members 
Mstep: Class 13 contains 17105 members 
Mstep: Class 14 contains 3895 members 
Mstep: Class 15 contains 5432 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8049 members 
Mstep: Class 18 contains 18887 members 
Mstep: Class 19 contains 2891 members 
Mstep: Class 20 contains 4239 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 96124 members 
Mstep: Class 23 contains 17022 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 92776 members 
Mstep: Class 26 contains 9827 members 
Mstep: Class 27 contains 1771 members 
Mstep: Class 28 contains 19450 members 
Mstep: Class 29 contains 24884 members 
Mstep: Class 30 contains 56715 members 
Mstep: Class 31 contains 5128 members 
Mstep: Class 32 contains 3240 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33366 members 
Mstep: Class 36 contains 2693 members 
Mstep: Class 37 contains 2151 members 
Mstep: Class 38 contains 19682 members 
Mstep: Class 39 contains 5715 members 
Mstep: Class 40 contains 71956 members 
Mstep: Class 41 contains 5616 members 
Mstep: Class 42 contains 419 members 
Mstep: Class 43 contains 19446 members 
Mstep: Class 44 contains 3099 members 
Mstep: Class 45 contains 4307 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 3762 members 
Mstep: Class 48 contains 16833 members 
Mstep: Class 49 contains 3121 members 
Mstep: Class 50 contains 726 members 
Mstep: Class 51 contains 2401 members 
Mstep: Class 52 contains 1504 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91757 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8102 members 
Mstep: Class 57 contains 229264 members 
Mstep: Class 58 contains 3893 members 
Mstep: Class 59 contains 8929 members 
Mstep: Class 60 contains 5049 members 
Mstep: Class 61 contains 8255 members 
Mstep: Class 62 contains 2214 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1762 members 
Mstep: Class 65 contains 2940 members 
Mstep: Class 66 contains 7098 members 
Mstep: Class 67 contains 7073 members 
Mstep: Class 68 contains 6092 members 
Mstep: Class 69 contains 3254 members 
Mstep: Class 70 contains 400 members 
Mstep: Class 71 contains 5148 members 
Mstep: Class 72 contains 1372 members 
Mstep: Class 73 contains 2767 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154522848.000000 Penalty: 262035.890625
Iteration 126Q: 76 clusters Score -1.545228e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1847 members 
Mstep: Class 3 contains 45434 members 
Mstep: Class 4 contains 21910 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 2530 members 
Mstep: Class 7 contains 32364 members 
Mstep: Class 8 contains 137495 members 
Mstep: Class 9 contains 570 members 
Mstep: Class 10 contains 11172 members 
Mstep: Class 11 contains 19092 members 
Mstep: Class 12 contains 16389 members 
Mstep: Class 13 contains 17105 members 
Mstep: Class 14 contains 3893 members 
Mstep: Class 15 contains 5426 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 18 contains 18849 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 4241 members 
Mstep: Class 21 contains 3938 members 
Mstep: Class 22 contains 96062 members 
Mstep: Class 23 contains 17003 members 
Mstep: Class 24 contains 1765 members 
Mstep: Class 25 contains 92774 members 
Mstep: Class 26 contains 9692 members 
Mstep: Class 27 contains 1775 members 
Mstep: Class 28 contains 19282 members 
Mstep: Class 29 contains 24847 members 
Mstep: Class 30 contains 56636 members 
Mstep: Class 31 contains 5126 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33357 members 
Mstep: Class 36 contains 2692 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 19525 members 
Mstep: Class 39 contains 5725 members 
Mstep: Class 40 contains 71971 members 
Mstep: Class 41 contains 5653 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 19444 members 
Mstep: Class 44 contains 3105 members 
Mstep: Class 45 contains 4299 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 3746 members 
Mstep: Class 48 contains 16861 members 
Mstep: Class 49 contains 3123 members 
Mstep: Class 50 contains 724 members 
Mstep: Class 51 contains 2406 members 
Mstep: Class 52 contains 1505 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91748 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8088 members 
Mstep: Class 57 contains 229239 members 
Mstep: Class 58 contains 3895 members 
Mstep: Class 59 contains 8873 members 
Mstep: Class 60 contains 5146 members 
Mstep: Class 61 contains 8338 members 
Mstep: Class 62 contains 2225 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1774 members 
Mstep: Class 65 contains 2925 members 
Mstep: Class 66 contains 7189 members 
Mstep: Class 67 contains 7101 members 
Mstep: Class 68 contains 6137 members 
Mstep: Class 69 contains 3314 members 
Mstep: Class 70 contains 399 members 
Mstep: Class 71 contains 5243 members 
Mstep: Class 72 contains 1376 members 
Mstep: Class 73 contains 2888 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154523392.000000 Penalty: 262035.890625
Iteration 127Q: 76 clusters Score -1.545234e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1847 members 
Mstep: Class 3 contains 45441 members 
Mstep: Class 4 contains 22011 members 
Mstep: Class 5 contains 5950 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 32364 members 
Mstep: Class 8 contains 137460 members 
Mstep: Class 9 contains 572 members 
Mstep: Class 10 contains 11173 members 
Mstep: Class 11 contains 19048 members 
Mstep: Class 12 contains 16374 members 
Mstep: Class 13 contains 17095 members 
Mstep: Class 14 contains 3891 members 
Mstep: Class 15 contains 5418 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8059 members 
Mstep: Class 18 contains 18809 members 
Mstep: Class 19 contains 2904 members 
Mstep: Class 20 contains 4245 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 96015 members 
Mstep: Class 23 contains 16994 members 
Mstep: Class 24 contains 1762 members 
Mstep: Class 25 contains 92771 members 
Mstep: Class 26 contains 9565 members 
Mstep: Class 27 contains 1776 members 
Mstep: Class 28 contains 19138 members 
Mstep: Class 29 contains 24807 members 
Mstep: Class 30 contains 56584 members 
Mstep: Class 31 contains 5126 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33338 members 
Mstep: Class 36 contains 2693 members 
Mstep: Class 37 contains 2157 members 
Mstep: Class 38 contains 19402 members 
Mstep: Class 39 contains 5733 members 
Mstep: Class 40 contains 71973 members 
Mstep: Class 41 contains 5690 members 
Mstep: Class 42 contains 417 members 
Mstep: Class 43 contains 19445 members 
Mstep: Class 44 contains 3112 members 
Mstep: Class 45 contains 4299 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 3736 members 
Mstep: Class 48 contains 16882 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 721 members 
Mstep: Class 51 contains 2410 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91735 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8076 members 
Mstep: Class 57 contains 229228 members 
Mstep: Class 58 contains 3898 members 
Mstep: Class 59 contains 8815 members 
Mstep: Class 60 contains 5232 members 
Mstep: Class 61 contains 8399 members 
Mstep: Class 62 contains 2228 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1778 members 
Mstep: Class 65 contains 2915 members 
Mstep: Class 66 contains 7262 members 
Mstep: Class 67 contains 7141 members 
Mstep: Class 68 contains 6172 members 
Mstep: Class 69 contains 3370 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 5318 members 
Mstep: Class 72 contains 1380 members 
Mstep: Class 73 contains 3007 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524032.000000 Penalty: 262035.890625
Iteration 128Q: 76 clusters Score -1.54524e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1847 members 
Mstep: Class 3 contains 45439 members 
Mstep: Class 4 contains 22100 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 32366 members 
Mstep: Class 8 contains 137439 members 
Mstep: Class 9 contains 572 members 
Mstep: Class 10 contains 11163 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 16366 members 
Mstep: Class 13 contains 17090 members 
Mstep: Class 14 contains 3890 members 
Mstep: Class 15 contains 5416 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 18 contains 18777 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 4247 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 95969 members 
Mstep: Class 23 contains 16985 members 
Mstep: Class 24 contains 1758 members 
Mstep: Class 25 contains 92766 members 
Mstep: Class 26 contains 9474 members 
Mstep: Class 27 contains 1777 members 
Mstep: Class 28 contains 19011 members 
Mstep: Class 29 contains 24776 members 
Mstep: Class 30 contains 56545 members 
Mstep: Class 31 contains 5124 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33318 members 
Mstep: Class 36 contains 2692 members 
Mstep: Class 37 contains 2159 members 
Mstep: Class 38 contains 19302 members 
Mstep: Class 39 contains 5739 members 
Mstep: Class 40 contains 71990 members 
Mstep: Class 41 contains 5730 members 
Mstep: Class 42 contains 419 members 
Mstep: Class 43 contains 19445 members 
Mstep: Class 44 contains 3116 members 
Mstep: Class 45 contains 4298 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 3726 members 
Mstep: Class 48 contains 16923 members 
Mstep: Class 49 contains 3125 members 
Mstep: Class 50 contains 714 members 
Mstep: Class 51 contains 2413 members 
Mstep: Class 52 contains 1509 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91722 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8066 members 
Mstep: Class 57 contains 229195 members 
Mstep: Class 58 contains 3900 members 
Mstep: Class 59 contains 8761 members 
Mstep: Class 60 contains 5284 members 
Mstep: Class 61 contains 8446 members 
Mstep: Class 62 contains 2231 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1780 members 
Mstep: Class 65 contains 2907 members 
Mstep: Class 66 contains 7342 members 
Mstep: Class 67 contains 7176 members 
Mstep: Class 68 contains 6202 members 
Mstep: Class 69 contains 3419 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 5382 members 
Mstep: Class 72 contains 1387 members 
Mstep: Class 73 contains 3090 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524016.000000 Penalty: 262035.890625
Iteration 129Q: 76 clusters Score -1.54524e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1846 members 
Mstep: Class 3 contains 45437 members 
Mstep: Class 4 contains 22183 members 
Mstep: Class 5 contains 6031 members 
Mstep: Class 6 contains 2530 members 
Mstep: Class 7 contains 32365 members 
Mstep: Class 8 contains 137415 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 10 contains 11149 members 
Mstep: Class 11 contains 18983 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 17082 members 
Mstep: Class 14 contains 3889 members 
Mstep: Class 15 contains 5412 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8064 members 
Mstep: Class 18 contains 18752 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 4240 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 95937 members 
Mstep: Class 23 contains 16979 members 
Mstep: Class 24 contains 1761 members 
Mstep: Class 25 contains 92757 members 
Mstep: Class 26 contains 9397 members 
Mstep: Class 27 contains 1777 members 
Mstep: Class 28 contains 18924 members 
Mstep: Class 29 contains 24741 members 
Mstep: Class 30 contains 56514 members 
Mstep: Class 31 contains 5123 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33318 members 
Mstep: Class 36 contains 2691 members 
Mstep: Class 37 contains 2160 members 
Mstep: Class 38 contains 19211 members 
Mstep: Class 39 contains 5737 members 
Mstep: Class 40 contains 71990 members 
Mstep: Class 41 contains 5766 members 
Mstep: Class 42 contains 417 members 
Mstep: Class 43 contains 19444 members 
Mstep: Class 44 contains 3118 members 
Mstep: Class 45 contains 4298 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 3721 members 
Mstep: Class 48 contains 16957 members 
Mstep: Class 49 contains 3125 members 
Mstep: Class 50 contains 711 members 
Mstep: Class 51 contains 2423 members 
Mstep: Class 52 contains 1510 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91719 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8058 members 
Mstep: Class 57 contains 229175 members 
Mstep: Class 58 contains 3900 members 
Mstep: Class 59 contains 8716 members 
Mstep: Class 60 contains 5328 members 
Mstep: Class 61 contains 8462 members 
Mstep: Class 62 contains 2233 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 2905 members 
Mstep: Class 66 contains 7402 members 
Mstep: Class 67 contains 7207 members 
Mstep: Class 68 contains 6232 members 
Mstep: Class 69 contains 3469 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 5431 members 
Mstep: Class 72 contains 1392 members 
Mstep: Class 73 contains 3157 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524320.000000 Penalty: 262035.890625
Iteration 130Q: 76 clusters Score -1.545243e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1843 members 
Mstep: Class 3 contains 45460 members 
Mstep: Class 4 contains 22266 members 
Mstep: Class 5 contains 6060 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 32367 members 
Mstep: Class 8 contains 137398 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 11139 members 
Mstep: Class 11 contains 18952 members 
Mstep: Class 12 contains 16361 members 
Mstep: Class 13 contains 17080 members 
Mstep: Class 14 contains 3889 members 
Mstep: Class 15 contains 5411 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8070 members 
Mstep: Class 18 contains 18730 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 4237 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95906 members 
Mstep: Class 23 contains 16975 members 
Mstep: Class 24 contains 1762 members 
Mstep: Class 25 contains 92751 members 
Mstep: Class 26 contains 9334 members 
Mstep: Class 27 contains 1780 members 
Mstep: Class 28 contains 18839 members 
Mstep: Class 29 contains 24703 members 
Mstep: Class 30 contains 56486 members 
Mstep: Class 31 contains 5122 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33316 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2163 members 
Mstep: Class 38 contains 19128 members 
Mstep: Class 39 contains 5736 members 
Mstep: Class 40 contains 72006 members 
Mstep: Class 41 contains 5777 members 
Mstep: Class 42 contains 418 members 
Mstep: Class 43 contains 19444 members 
Mstep: Class 44 contains 3119 members 
Mstep: Class 45 contains 4298 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 3719 members 
Mstep: Class 48 contains 16994 members 
Mstep: Class 49 contains 3125 members 
Mstep: Class 50 contains 709 members 
Mstep: Class 51 contains 2430 members 
Mstep: Class 52 contains 1511 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91712 members 
Mstep: Class 55 contains 3677 members 
Mstep: Class 56 contains 8051 members 
Mstep: Class 57 contains 229158 members 
Mstep: Class 58 contains 3900 members 
Mstep: Class 59 contains 8682 members 
Mstep: Class 60 contains 5368 members 
Mstep: Class 61 contains 8477 members 
Mstep: Class 62 contains 2234 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 2904 members 
Mstep: Class 66 contains 7441 members 
Mstep: Class 67 contains 7236 members 
Mstep: Class 68 contains 6255 members 
Mstep: Class 69 contains 3509 members 
Mstep: Class 70 contains 395 members 
Mstep: Class 71 contains 5457 members 
Mstep: Class 72 contains 1395 members 
Mstep: Class 73 contains 3211 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524656.000000 Penalty: 262035.890625
Iteration 131Q: 76 clusters Score -1.545247e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1843 members 
Mstep: Class 3 contains 45478 members 
Mstep: Class 4 contains 22316 members 
Mstep: Class 5 contains 6089 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 32364 members 
Mstep: Class 8 contains 137390 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 11129 members 
Mstep: Class 11 contains 18936 members 
Mstep: Class 12 contains 16357 members 
Mstep: Class 13 contains 17077 members 
Mstep: Class 14 contains 3889 members 
Mstep: Class 15 contains 5410 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8071 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95879 members 
Mstep: Class 23 contains 16971 members 
Mstep: Class 24 contains 1764 members 
Mstep: Class 25 contains 92743 members 
Mstep: Class 26 contains 9284 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 18762 members 
Mstep: Class 29 contains 24675 members 
Mstep: Class 30 contains 56460 members 
Mstep: Class 31 contains 5121 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33319 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2165 members 
Mstep: Class 38 contains 19059 members 
Mstep: Class 39 contains 5735 members 
Mstep: Class 40 contains 72029 members 
Mstep: Class 41 contains 5792 members 
Mstep: Class 42 contains 419 members 
Mstep: Class 43 contains 19446 members 
Mstep: Class 44 contains 3121 members 
Mstep: Class 45 contains 4297 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 3719 members 
Mstep: Class 48 contains 17013 members 
Mstep: Class 49 contains 3125 members 
Mstep: Class 50 contains 708 members 
Mstep: Class 51 contains 2438 members 
Mstep: Class 52 contains 1511 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91694 members 
Mstep: Class 55 contains 3677 members 
Mstep: Class 56 contains 8043 members 
Mstep: Class 57 contains 229145 members 
Mstep: Class 58 contains 3898 members 
Mstep: Class 59 contains 8647 members 
Mstep: Class 60 contains 5408 members 
Mstep: Class 61 contains 8500 members 
Mstep: Class 62 contains 2233 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 2903 members 
Mstep: Class 66 contains 7479 members 
Mstep: Class 67 contains 7264 members 
Mstep: Class 68 contains 6274 members 
Mstep: Class 69 contains 3526 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 5477 members 
Mstep: Class 72 contains 1396 members 
Mstep: Class 73 contains 3253 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524336.000000 Penalty: 262035.890625
Iteration 132Q: 76 clusters Score -1.545243e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1842 members 
Mstep: Class 3 contains 45505 members 
Mstep: Class 4 contains 22378 members 
Mstep: Class 5 contains 6102 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 32362 members 
Mstep: Class 8 contains 137377 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 11128 members 
Mstep: Class 11 contains 18927 members 
Mstep: Class 12 contains 16350 members 
Mstep: Class 13 contains 17075 members 
Mstep: Class 14 contains 3889 members 
Mstep: Class 15 contains 5405 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8071 members 
Mstep: Class 18 contains 18705 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95854 members 
Mstep: Class 23 contains 16967 members 
Mstep: Class 24 contains 1763 members 
Mstep: Class 25 contains 92738 members 
Mstep: Class 26 contains 9227 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 18705 members 
Mstep: Class 29 contains 24664 members 
Mstep: Class 30 contains 56444 members 
Mstep: Class 31 contains 5120 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33323 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2169 members 
Mstep: Class 38 contains 18985 members 
Mstep: Class 39 contains 5732 members 
Mstep: Class 40 contains 72052 members 
Mstep: Class 41 contains 5802 members 
Mstep: Class 42 contains 419 members 
Mstep: Class 43 contains 19448 members 
Mstep: Class 44 contains 3124 members 
Mstep: Class 45 contains 4297 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 3718 members 
Mstep: Class 48 contains 17025 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 708 members 
Mstep: Class 51 contains 2445 members 
Mstep: Class 52 contains 1510 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91680 members 
Mstep: Class 55 contains 3679 members 
Mstep: Class 56 contains 8037 members 
Mstep: Class 57 contains 229139 members 
Mstep: Class 58 contains 3897 members 
Mstep: Class 59 contains 8618 members 
Mstep: Class 60 contains 5435 members 
Mstep: Class 61 contains 8523 members 
Mstep: Class 62 contains 2235 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 2900 members 
Mstep: Class 66 contains 7500 members 
Mstep: Class 67 contains 7280 members 
Mstep: Class 68 contains 6291 members 
Mstep: Class 69 contains 3545 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 5497 members 
Mstep: Class 72 contains 1397 members 
Mstep: Class 73 contains 3298 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524640.000000 Penalty: 262035.890625
Iteration 133Q: 76 clusters Score -1.545246e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1840 members 
Mstep: Class 3 contains 45518 members 
Mstep: Class 4 contains 22443 members 
Mstep: Class 5 contains 6116 members 
Mstep: Class 6 contains 2555 members 
Mstep: Class 7 contains 32361 members 
Mstep: Class 8 contains 137360 members 
Mstep: Class 9 contains 577 members 
Mstep: Class 10 contains 11125 members 
Mstep: Class 11 contains 18923 members 
Mstep: Class 12 contains 16347 members 
Mstep: Class 13 contains 17075 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 5400 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8070 members 
Mstep: Class 18 contains 18705 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 4238 members 
Mstep: Class 21 contains 3941 members 
Mstep: Class 22 contains 95835 members 
Mstep: Class 23 contains 16963 members 
Mstep: Class 24 contains 1760 members 
Mstep: Class 25 contains 92740 members 
Mstep: Class 26 contains 9170 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 18659 members 
Mstep: Class 29 contains 24656 members 
Mstep: Class 30 contains 56436 members 
Mstep: Class 31 contains 5121 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33312 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2170 members 
Mstep: Class 38 contains 18906 members 
Mstep: Class 39 contains 5732 members 
Mstep: Class 40 contains 72045 members 
Mstep: Class 41 contains 5816 members 
Mstep: Class 42 contains 419 members 
Mstep: Class 43 contains 19449 members 
Mstep: Class 44 contains 3125 members 
Mstep: Class 45 contains 4296 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 3717 members 
Mstep: Class 48 contains 17028 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 707 members 
Mstep: Class 51 contains 2457 members 
Mstep: Class 52 contains 1511 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91671 members 
Mstep: Class 55 contains 3681 members 
Mstep: Class 56 contains 8032 members 
Mstep: Class 57 contains 229142 members 
Mstep: Class 58 contains 3898 members 
Mstep: Class 59 contains 8589 members 
Mstep: Class 60 contains 5470 members 
Mstep: Class 61 contains 8544 members 
Mstep: Class 62 contains 2235 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 2899 members 
Mstep: Class 66 contains 7514 members 
Mstep: Class 67 contains 7292 members 
Mstep: Class 68 contains 6306 members 
Mstep: Class 69 contains 3562 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 5514 members 
Mstep: Class 72 contains 1398 members 
Mstep: Class 73 contains 3342 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524528.000000 Penalty: 262035.890625
Iteration 134Q: 76 clusters Score -1.545245e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1838 members 
Mstep: Class 3 contains 45530 members 
Mstep: Class 4 contains 22504 members 
Mstep: Class 5 contains 6128 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 32365 members 
Mstep: Class 8 contains 137352 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 11120 members 
Mstep: Class 11 contains 18919 members 
Mstep: Class 12 contains 16342 members 
Mstep: Class 13 contains 17076 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 5398 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8071 members 
Mstep: Class 18 contains 18707 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 4242 members 
Mstep: Class 21 contains 3942 members 
Mstep: Class 22 contains 95818 members 
Mstep: Class 23 contains 16959 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 92736 members 
Mstep: Class 26 contains 9119 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 18611 members 
Mstep: Class 29 contains 24653 members 
Mstep: Class 30 contains 56425 members 
Mstep: Class 31 contains 5120 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33298 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2173 members 
Mstep: Class 38 contains 18840 members 
Mstep: Class 39 contains 5734 members 
Mstep: Class 40 contains 72042 members 
Mstep: Class 41 contains 5825 members 
Mstep: Class 42 contains 419 members 
Mstep: Class 43 contains 19449 members 
Mstep: Class 44 contains 3127 members 
Mstep: Class 45 contains 4297 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 3715 members 
Mstep: Class 48 contains 17026 members 
Mstep: Class 49 contains 3125 members 
Mstep: Class 50 contains 706 members 
Mstep: Class 51 contains 2473 members 
Mstep: Class 52 contains 1513 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91665 members 
Mstep: Class 55 contains 3681 members 
Mstep: Class 56 contains 8030 members 
Mstep: Class 57 contains 229137 members 
Mstep: Class 58 contains 3898 members 
Mstep: Class 59 contains 8566 members 
Mstep: Class 60 contains 5501 members 
Mstep: Class 61 contains 8564 members 
Mstep: Class 62 contains 2233 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 2895 members 
Mstep: Class 66 contains 7519 members 
Mstep: Class 67 contains 7300 members 
Mstep: Class 68 contains 6322 members 
Mstep: Class 69 contains 3571 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 5532 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3377 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524784.000000 Penalty: 262035.890625
Iteration 135Q: 76 clusters Score -1.545248e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1837 members 
Mstep: Class 3 contains 45543 members 
Mstep: Class 4 contains 22563 members 
Mstep: Class 5 contains 6142 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 32368 members 
Mstep: Class 8 contains 137349 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 11111 members 
Mstep: Class 11 contains 18917 members 
Mstep: Class 12 contains 16337 members 
Mstep: Class 13 contains 17074 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8073 members 
Mstep: Class 18 contains 18711 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 4245 members 
Mstep: Class 21 contains 3942 members 
Mstep: Class 22 contains 95801 members 
Mstep: Class 23 contains 16958 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 92735 members 
Mstep: Class 26 contains 9059 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 18557 members 
Mstep: Class 29 contains 24641 members 
Mstep: Class 30 contains 56419 members 
Mstep: Class 31 contains 5120 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33295 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2177 members 
Mstep: Class 38 contains 18773 members 
Mstep: Class 39 contains 5732 members 
Mstep: Class 40 contains 72030 members 
Mstep: Class 41 contains 5834 members 
Mstep: Class 42 contains 419 members 
Mstep: Class 43 contains 19448 members 
Mstep: Class 44 contains 3127 members 
Mstep: Class 45 contains 4297 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 3713 members 
Mstep: Class 48 contains 17030 members 
Mstep: Class 49 contains 3127 members 
Mstep: Class 50 contains 706 members 
Mstep: Class 51 contains 2483 members 
Mstep: Class 52 contains 1512 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91662 members 
Mstep: Class 55 contains 3681 members 
Mstep: Class 56 contains 8028 members 
Mstep: Class 57 contains 229130 members 
Mstep: Class 58 contains 3899 members 
Mstep: Class 59 contains 8543 members 
Mstep: Class 60 contains 5518 members 
Mstep: Class 61 contains 8580 members 
Mstep: Class 62 contains 2234 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2892 members 
Mstep: Class 66 contains 7534 members 
Mstep: Class 67 contains 7316 members 
Mstep: Class 68 contains 6340 members 
Mstep: Class 69 contains 3582 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 5546 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3426 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524720.000000 Penalty: 262035.890625
Iteration 136Q: 76 clusters Score -1.545247e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 45541 members 
Mstep: Class 4 contains 22624 members 
Mstep: Class 5 contains 6147 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 32370 members 
Mstep: Class 8 contains 137339 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 11106 members 
Mstep: Class 11 contains 18913 members 
Mstep: Class 12 contains 16332 members 
Mstep: Class 13 contains 17072 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5394 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8078 members 
Mstep: Class 18 contains 18710 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4244 members 
Mstep: Class 21 contains 3942 members 
Mstep: Class 22 contains 95787 members 
Mstep: Class 23 contains 16955 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 92733 members 
Mstep: Class 26 contains 9004 members 
Mstep: Class 27 contains 1782 members 
Mstep: Class 28 contains 18517 members 
Mstep: Class 29 contains 24627 members 
Mstep: Class 30 contains 56412 members 
Mstep: Class 31 contains 5121 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33307 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2179 members 
Mstep: Class 38 contains 18720 members 
Mstep: Class 39 contains 5731 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 5841 members 
Mstep: Class 42 contains 417 members 
Mstep: Class 43 contains 19448 members 
Mstep: Class 44 contains 3127 members 
Mstep: Class 45 contains 4297 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17037 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 707 members 
Mstep: Class 51 contains 2502 members 
Mstep: Class 52 contains 1512 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91657 members 
Mstep: Class 55 contains 3681 members 
Mstep: Class 56 contains 8029 members 
Mstep: Class 57 contains 229120 members 
Mstep: Class 58 contains 3899 members 
Mstep: Class 59 contains 8517 members 
Mstep: Class 60 contains 5525 members 
Mstep: Class 61 contains 8581 members 
Mstep: Class 62 contains 2234 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2891 members 
Mstep: Class 66 contains 7545 members 
Mstep: Class 67 contains 7323 members 
Mstep: Class 68 contains 6361 members 
Mstep: Class 69 contains 3592 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 5560 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3465 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524816.000000 Penalty: 262035.890625
Iteration 137Q: 76 clusters Score -1.545248e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 45554 members 
Mstep: Class 4 contains 22677 members 
Mstep: Class 5 contains 6152 members 
Mstep: Class 6 contains 2583 members 
Mstep: Class 7 contains 32369 members 
Mstep: Class 8 contains 137329 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 18910 members 
Mstep: Class 12 contains 16329 members 
Mstep: Class 13 contains 17071 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5393 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8083 members 
Mstep: Class 18 contains 18701 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4250 members 
Mstep: Class 21 contains 3941 members 
Mstep: Class 22 contains 95778 members 
Mstep: Class 23 contains 16953 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 92729 members 
Mstep: Class 26 contains 8955 members 
Mstep: Class 27 contains 1784 members 
Mstep: Class 28 contains 18477 members 
Mstep: Class 29 contains 24612 members 
Mstep: Class 30 contains 56408 members 
Mstep: Class 31 contains 5121 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33319 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2182 members 
Mstep: Class 38 contains 18682 members 
Mstep: Class 39 contains 5726 members 
Mstep: Class 40 contains 72050 members 
Mstep: Class 41 contains 5847 members 
Mstep: Class 42 contains 417 members 
Mstep: Class 43 contains 19447 members 
Mstep: Class 44 contains 3127 members 
Mstep: Class 45 contains 4297 members 
Mstep: Class 46 contains 484 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17031 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 708 members 
Mstep: Class 51 contains 2520 members 
Mstep: Class 52 contains 1512 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91652 members 
Mstep: Class 55 contains 3681 members 
Mstep: Class 56 contains 8030 members 
Mstep: Class 57 contains 229111 members 
Mstep: Class 58 contains 3899 members 
Mstep: Class 59 contains 8490 members 
Mstep: Class 60 contains 5533 members 
Mstep: Class 61 contains 8598 members 
Mstep: Class 62 contains 2234 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2885 members 
Mstep: Class 66 contains 7553 members 
Mstep: Class 67 contains 7327 members 
Mstep: Class 68 contains 6387 members 
Mstep: Class 69 contains 3597 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 5575 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3496 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524880.000000 Penalty: 262035.890625
Iteration 138Q: 76 clusters Score -1.545249e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 45568 members 
Mstep: Class 4 contains 22726 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 32369 members 
Mstep: Class 8 contains 137325 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 18906 members 
Mstep: Class 12 contains 16325 members 
Mstep: Class 13 contains 17071 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 18694 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4251 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95769 members 
Mstep: Class 23 contains 16945 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 92729 members 
Mstep: Class 26 contains 8918 members 
Mstep: Class 27 contains 1787 members 
Mstep: Class 28 contains 18438 members 
Mstep: Class 29 contains 24597 members 
Mstep: Class 30 contains 56401 members 
Mstep: Class 31 contains 5118 members 
Mstep: Class 32 contains 3239 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33321 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2186 members 
Mstep: Class 38 contains 18650 members 
Mstep: Class 39 contains 5722 members 
Mstep: Class 40 contains 72048 members 
Mstep: Class 41 contains 5853 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 19444 members 
Mstep: Class 44 contains 3127 members 
Mstep: Class 45 contains 4297 members 
Mstep: Class 46 contains 484 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17033 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 708 members 
Mstep: Class 51 contains 2533 members 
Mstep: Class 52 contains 1512 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91649 members 
Mstep: Class 55 contains 3681 members 
Mstep: Class 56 contains 8027 members 
Mstep: Class 57 contains 229109 members 
Mstep: Class 58 contains 3899 members 
Mstep: Class 59 contains 8466 members 
Mstep: Class 60 contains 5555 members 
Mstep: Class 61 contains 8607 members 
Mstep: Class 62 contains 2233 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2881 members 
Mstep: Class 66 contains 7559 members 
Mstep: Class 67 contains 7331 members 
Mstep: Class 68 contains 6405 members 
Mstep: Class 69 contains 3598 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 5598 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3522 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524960.000000 Penalty: 262035.890625
Iteration 139Q: 76 clusters Score -1.54525e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 45578 members 
Mstep: Class 4 contains 22773 members 
Mstep: Class 5 contains 6166 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 32372 members 
Mstep: Class 8 contains 137317 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 18905 members 
Mstep: Class 12 contains 16316 members 
Mstep: Class 13 contains 17072 members 
Mstep: Class 14 contains 3889 members 
Mstep: Class 15 contains 5391 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 18684 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4251 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95761 members 
Mstep: Class 23 contains 16939 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 92725 members 
Mstep: Class 26 contains 8884 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 18405 members 
Mstep: Class 29 contains 24588 members 
Mstep: Class 30 contains 56397 members 
Mstep: Class 31 contains 5115 members 
Mstep: Class 32 contains 3239 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33321 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2187 members 
Mstep: Class 38 contains 18620 members 
Mstep: Class 39 contains 5718 members 
Mstep: Class 40 contains 72036 members 
Mstep: Class 41 contains 5858 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 19444 members 
Mstep: Class 44 contains 3127 members 
Mstep: Class 45 contains 4296 members 
Mstep: Class 46 contains 484 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17033 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 708 members 
Mstep: Class 51 contains 2544 members 
Mstep: Class 52 contains 1511 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91646 members 
Mstep: Class 55 contains 3680 members 
Mstep: Class 56 contains 8025 members 
Mstep: Class 57 contains 229110 members 
Mstep: Class 58 contains 3899 members 
Mstep: Class 59 contains 8458 members 
Mstep: Class 60 contains 5575 members 
Mstep: Class 61 contains 8617 members 
Mstep: Class 62 contains 2234 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2877 members 
Mstep: Class 66 contains 7570 members 
Mstep: Class 67 contains 7334 members 
Mstep: Class 68 contains 6409 members 
Mstep: Class 69 contains 3604 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 5617 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3543 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524944.000000 Penalty: 262035.890625
Iteration 140F: 76 clusters Score -1.545249e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 45584 members 
Mstep: Class 4 contains 22816 members 
Mstep: Class 5 contains 6174 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 32374 members 
Mstep: Class 8 contains 137313 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 18905 members 
Mstep: Class 12 contains 16308 members 
Mstep: Class 13 contains 17070 members 
Mstep: Class 14 contains 3889 members 
Mstep: Class 15 contains 5390 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8087 members 
Mstep: Class 18 contains 18677 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4255 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95752 members 
Mstep: Class 23 contains 16937 members 
Mstep: Class 24 contains 1753 members 
Mstep: Class 25 contains 92722 members 
Mstep: Class 26 contains 8855 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 18371 members 
Mstep: Class 29 contains 24577 members 
Mstep: Class 30 contains 56396 members 
Mstep: Class 31 contains 5115 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33317 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2187 members 
Mstep: Class 38 contains 18594 members 
Mstep: Class 39 contains 5717 members 
Mstep: Class 40 contains 72028 members 
Mstep: Class 41 contains 5862 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 19444 members 
Mstep: Class 44 contains 3128 members 
Mstep: Class 45 contains 4298 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17032 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 708 members 
Mstep: Class 51 contains 2551 members 
Mstep: Class 52 contains 1509 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91645 members 
Mstep: Class 55 contains 3680 members 
Mstep: Class 56 contains 8025 members 
Mstep: Class 57 contains 229108 members 
Mstep: Class 58 contains 3899 members 
Mstep: Class 59 contains 8452 members 
Mstep: Class 60 contains 5584 members 
Mstep: Class 61 contains 8628 members 
Mstep: Class 62 contains 2235 members 
Mstep: Class 63 contains 413 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2870 members 
Mstep: Class 66 contains 7573 members 
Mstep: Class 67 contains 7336 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3601 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 5650 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3564 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525120.000000 Penalty: 262035.890625
Iteration 141Q: 76 clusters Score -1.545251e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 45595 members 
Mstep: Class 4 contains 22846 members 
Mstep: Class 5 contains 6182 members 
Mstep: Class 6 contains 2619 members 
Mstep: Class 7 contains 32373 members 
Mstep: Class 8 contains 137308 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 18903 members 
Mstep: Class 12 contains 16300 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5390 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 18673 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4255 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95740 members 
Mstep: Class 23 contains 16932 members 
Mstep: Class 24 contains 1754 members 
Mstep: Class 25 contains 92724 members 
Mstep: Class 26 contains 8842 members 
Mstep: Class 27 contains 1794 members 
Mstep: Class 28 contains 18337 members 
Mstep: Class 29 contains 24571 members 
Mstep: Class 30 contains 56395 members 
Mstep: Class 31 contains 5114 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33309 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2187 members 
Mstep: Class 38 contains 18580 members 
Mstep: Class 39 contains 5718 members 
Mstep: Class 40 contains 72020 members 
Mstep: Class 41 contains 5870 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 19443 members 
Mstep: Class 44 contains 3128 members 
Mstep: Class 45 contains 4297 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17036 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 709 members 
Mstep: Class 51 contains 2556 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91637 members 
Mstep: Class 55 contains 3681 members 
Mstep: Class 56 contains 8025 members 
Mstep: Class 57 contains 229107 members 
Mstep: Class 58 contains 3900 members 
Mstep: Class 59 contains 8449 members 
Mstep: Class 60 contains 5593 members 
Mstep: Class 61 contains 8647 members 
Mstep: Class 62 contains 2233 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2863 members 
Mstep: Class 66 contains 7581 members 
Mstep: Class 67 contains 7336 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3603 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 5674 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3574 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524896.000000 Penalty: 262035.890625
Iteration 142Q: 76 clusters Score -1.545249e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 45605 members 
Mstep: Class 4 contains 22878 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 32372 members 
Mstep: Class 8 contains 137300 members 
Mstep: Class 9 contains 579 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 18898 members 
Mstep: Class 12 contains 16296 members 
Mstep: Class 13 contains 17068 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8084 members 
Mstep: Class 18 contains 18672 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4255 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95733 members 
Mstep: Class 23 contains 16928 members 
Mstep: Class 24 contains 1753 members 
Mstep: Class 25 contains 92724 members 
Mstep: Class 26 contains 8824 members 
Mstep: Class 27 contains 1796 members 
Mstep: Class 28 contains 18314 members 
Mstep: Class 29 contains 24562 members 
Mstep: Class 30 contains 56397 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33290 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2187 members 
Mstep: Class 38 contains 18568 members 
Mstep: Class 39 contains 5718 members 
Mstep: Class 40 contains 72010 members 
Mstep: Class 41 contains 5879 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 19442 members 
Mstep: Class 44 contains 3129 members 
Mstep: Class 45 contains 4297 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17037 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2563 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91627 members 
Mstep: Class 55 contains 3680 members 
Mstep: Class 56 contains 8025 members 
Mstep: Class 57 contains 229105 members 
Mstep: Class 58 contains 3900 members 
Mstep: Class 59 contains 8448 members 
Mstep: Class 60 contains 5601 members 
Mstep: Class 61 contains 8669 members 
Mstep: Class 62 contains 2232 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2859 members 
Mstep: Class 66 contains 7585 members 
Mstep: Class 67 contains 7345 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3608 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 5681 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3586 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525040.000000 Penalty: 262035.890625
Iteration 143Q: 76 clusters Score -1.54525e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 45619 members 
Mstep: Class 4 contains 22909 members 
Mstep: Class 5 contains 6191 members 
Mstep: Class 6 contains 2623 members 
Mstep: Class 7 contains 32371 members 
Mstep: Class 8 contains 137297 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 18896 members 
Mstep: Class 12 contains 16292 members 
Mstep: Class 13 contains 17067 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8085 members 
Mstep: Class 18 contains 18668 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4257 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95725 members 
Mstep: Class 23 contains 16928 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92726 members 
Mstep: Class 26 contains 8808 members 
Mstep: Class 27 contains 1798 members 
Mstep: Class 28 contains 18292 members 
Mstep: Class 29 contains 24557 members 
Mstep: Class 30 contains 56396 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33273 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2189 members 
Mstep: Class 38 contains 18547 members 
Mstep: Class 39 contains 5719 members 
Mstep: Class 40 contains 72002 members 
Mstep: Class 41 contains 5882 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 19440 members 
Mstep: Class 44 contains 3130 members 
Mstep: Class 45 contains 4297 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17039 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2568 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91613 members 
Mstep: Class 55 contains 3680 members 
Mstep: Class 56 contains 8023 members 
Mstep: Class 57 contains 229100 members 
Mstep: Class 58 contains 3900 members 
Mstep: Class 59 contains 8447 members 
Mstep: Class 60 contains 5601 members 
Mstep: Class 61 contains 8699 members 
Mstep: Class 62 contains 2231 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2859 members 
Mstep: Class 66 contains 7590 members 
Mstep: Class 67 contains 7350 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3614 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 5685 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3597 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525232.000000 Penalty: 262035.890625
Iteration 144Q: 76 clusters Score -1.545252e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 45630 members 
Mstep: Class 4 contains 22935 members 
Mstep: Class 5 contains 6194 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 32371 members 
Mstep: Class 8 contains 137286 members 
Mstep: Class 9 contains 582 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 18894 members 
Mstep: Class 12 contains 16288 members 
Mstep: Class 13 contains 17069 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 18666 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4256 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95721 members 
Mstep: Class 23 contains 16925 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92725 members 
Mstep: Class 26 contains 8792 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 18261 members 
Mstep: Class 29 contains 24551 members 
Mstep: Class 30 contains 56393 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33254 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 18529 members 
Mstep: Class 39 contains 5719 members 
Mstep: Class 40 contains 72004 members 
Mstep: Class 41 contains 5887 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 19439 members 
Mstep: Class 44 contains 3130 members 
Mstep: Class 45 contains 4296 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17038 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2572 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91607 members 
Mstep: Class 55 contains 3679 members 
Mstep: Class 56 contains 8022 members 
Mstep: Class 57 contains 229102 members 
Mstep: Class 58 contains 3901 members 
Mstep: Class 59 contains 8446 members 
Mstep: Class 60 contains 5603 members 
Mstep: Class 61 contains 8724 members 
Mstep: Class 62 contains 2230 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2859 members 
Mstep: Class 66 contains 7595 members 
Mstep: Class 67 contains 7351 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3617 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 5704 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3608 members 
Mstep: Class 74 contains 1967 members 
Mstep: Class 75 contains 3887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525040.000000 Penalty: 262035.890625
Iteration 145Q: 76 clusters Score -1.54525e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 45645 members 
Mstep: Class 4 contains 22965 members 
Mstep: Class 5 contains 6197 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 32372 members 
Mstep: Class 8 contains 137277 members 
Mstep: Class 9 contains 581 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 18892 members 
Mstep: Class 12 contains 16286 members 
Mstep: Class 13 contains 17069 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 18663 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4256 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95713 members 
Mstep: Class 23 contains 16923 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 92726 members 
Mstep: Class 26 contains 8789 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 18229 members 
Mstep: Class 29 contains 24543 members 
Mstep: Class 30 contains 56390 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33242 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2191 members 
Mstep: Class 38 contains 18498 members 
Mstep: Class 39 contains 5719 members 
Mstep: Class 40 contains 71994 members 
Mstep: Class 41 contains 5886 members 
Mstep: Class 42 contains 418 members 
Mstep: Class 43 contains 19439 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4295 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17037 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2573 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91605 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8021 members 
Mstep: Class 57 contains 229107 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8446 members 
Mstep: Class 60 contains 5610 members 
Mstep: Class 61 contains 8742 members 
Mstep: Class 62 contains 2224 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2859 members 
Mstep: Class 66 contains 7601 members 
Mstep: Class 67 contains 7357 members 
Mstep: Class 68 contains 6410 members 
Mstep: Class 69 contains 3620 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 5729 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3615 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524960.000000 Penalty: 262035.890625
Iteration 146Q: 76 clusters Score -1.54525e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 45657 members 
Mstep: Class 4 contains 23003 members 
Mstep: Class 5 contains 6203 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 32373 members 
Mstep: Class 8 contains 137269 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 18892 members 
Mstep: Class 12 contains 16283 members 
Mstep: Class 13 contains 17069 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 18654 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4256 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 95705 members 
Mstep: Class 23 contains 16922 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 92724 members 
Mstep: Class 26 contains 8778 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 18189 members 
Mstep: Class 29 contains 24541 members 
Mstep: Class 30 contains 56385 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3235 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33221 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2193 members 
Mstep: Class 38 contains 18466 members 
Mstep: Class 39 contains 5719 members 
Mstep: Class 40 contains 71988 members 
Mstep: Class 41 contains 5887 members 
Mstep: Class 42 contains 419 members 
Mstep: Class 43 contains 19438 members 
Mstep: Class 44 contains 3132 members 
Mstep: Class 45 contains 4293 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17036 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2580 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2202 members 
Mstep: Class 54 contains 91599 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8019 members 
Mstep: Class 57 contains 229118 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8446 members 
Mstep: Class 60 contains 5627 members 
Mstep: Class 61 contains 8758 members 
Mstep: Class 62 contains 2222 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2859 members 
Mstep: Class 66 contains 7608 members 
Mstep: Class 67 contains 7363 members 
Mstep: Class 68 contains 6408 members 
Mstep: Class 69 contains 3620 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 5761 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3619 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525280.000000 Penalty: 262035.890625
Iteration 147Q: 76 clusters Score -1.545253e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 45664 members 
Mstep: Class 4 contains 23048 members 
Mstep: Class 5 contains 6206 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 32374 members 
Mstep: Class 8 contains 137265 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 18891 members 
Mstep: Class 12 contains 16278 members 
Mstep: Class 13 contains 17069 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4256 members 
Mstep: Class 21 contains 3938 members 
Mstep: Class 22 contains 95700 members 
Mstep: Class 23 contains 16922 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 92719 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 18139 members 
Mstep: Class 29 contains 24544 members 
Mstep: Class 30 contains 56382 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3235 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33214 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2194 members 
Mstep: Class 38 contains 18428 members 
Mstep: Class 39 contains 5721 members 
Mstep: Class 40 contains 71985 members 
Mstep: Class 41 contains 5887 members 
Mstep: Class 42 contains 420 members 
Mstep: Class 43 contains 19436 members 
Mstep: Class 44 contains 3132 members 
Mstep: Class 45 contains 4293 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17035 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2586 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91593 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8015 members 
Mstep: Class 57 contains 229119 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8446 members 
Mstep: Class 60 contains 5635 members 
Mstep: Class 61 contains 8775 members 
Mstep: Class 62 contains 2221 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2859 members 
Mstep: Class 66 contains 7612 members 
Mstep: Class 67 contains 7368 members 
Mstep: Class 68 contains 6407 members 
Mstep: Class 69 contains 3620 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 5797 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3628 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525696.000000 Penalty: 262035.890625
Iteration 148Q: 76 clusters Score -1.545257e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 45668 members 
Mstep: Class 4 contains 23075 members 
Mstep: Class 5 contains 6206 members 
Mstep: Class 6 contains 2622 members 
Mstep: Class 7 contains 32377 members 
Mstep: Class 8 contains 137265 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 11089 members 
Mstep: Class 11 contains 18890 members 
Mstep: Class 12 contains 16273 members 
Mstep: Class 13 contains 17070 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 18645 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4257 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 95696 members 
Mstep: Class 23 contains 16921 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 92715 members 
Mstep: Class 26 contains 8745 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 18086 members 
Mstep: Class 29 contains 24545 members 
Mstep: Class 30 contains 56380 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3235 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33214 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2197 members 
Mstep: Class 38 contains 18395 members 
Mstep: Class 39 contains 5721 members 
Mstep: Class 40 contains 71979 members 
Mstep: Class 41 contains 5890 members 
Mstep: Class 42 contains 421 members 
Mstep: Class 43 contains 19437 members 
Mstep: Class 44 contains 3132 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17032 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2594 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91589 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8013 members 
Mstep: Class 57 contains 229116 members 
Mstep: Class 58 contains 3904 members 
Mstep: Class 59 contains 8446 members 
Mstep: Class 60 contains 5647 members 
Mstep: Class 61 contains 8796 members 
Mstep: Class 62 contains 2221 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2859 members 
Mstep: Class 66 contains 7616 members 
Mstep: Class 67 contains 7372 members 
Mstep: Class 68 contains 6404 members 
Mstep: Class 69 contains 3620 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 5833 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3636 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525584.000000 Penalty: 262035.890625
Iteration 149Q: 76 clusters Score -1.545256e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 45673 members 
Mstep: Class 4 contains 23104 members 
Mstep: Class 5 contains 6207 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32376 members 
Mstep: Class 8 contains 137263 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 11089 members 
Mstep: Class 11 contains 18887 members 
Mstep: Class 12 contains 16270 members 
Mstep: Class 13 contains 17069 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4259 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 95691 members 
Mstep: Class 23 contains 16917 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92713 members 
Mstep: Class 26 contains 8737 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 18048 members 
Mstep: Class 29 contains 24544 members 
Mstep: Class 30 contains 56379 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3235 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33210 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2199 members 
Mstep: Class 38 contains 18371 members 
Mstep: Class 39 contains 5720 members 
Mstep: Class 40 contains 71982 members 
Mstep: Class 41 contains 5892 members 
Mstep: Class 42 contains 420 members 
Mstep: Class 43 contains 19434 members 
Mstep: Class 44 contains 3132 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17033 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2599 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91588 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8012 members 
Mstep: Class 57 contains 229118 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8445 members 
Mstep: Class 60 contains 5663 members 
Mstep: Class 61 contains 8814 members 
Mstep: Class 62 contains 2214 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2858 members 
Mstep: Class 66 contains 7621 members 
Mstep: Class 67 contains 7379 members 
Mstep: Class 68 contains 6403 members 
Mstep: Class 69 contains 3621 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 5861 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3647 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525648.000000 Penalty: 262035.890625
Iteration 150Q: 76 clusters Score -1.545256e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 45688 members 
Mstep: Class 4 contains 23131 members 
Mstep: Class 5 contains 6208 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 32378 members 
Mstep: Class 8 contains 137260 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 11089 members 
Mstep: Class 11 contains 18884 members 
Mstep: Class 12 contains 16268 members 
Mstep: Class 13 contains 17070 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 18621 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4259 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 95689 members 
Mstep: Class 23 contains 16916 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92710 members 
Mstep: Class 26 contains 8715 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 18014 members 
Mstep: Class 29 contains 24543 members 
Mstep: Class 30 contains 56378 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33202 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2200 members 
Mstep: Class 38 contains 18353 members 
Mstep: Class 39 contains 5719 members 
Mstep: Class 40 contains 71972 members 
Mstep: Class 41 contains 5894 members 
Mstep: Class 42 contains 421 members 
Mstep: Class 43 contains 19433 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17036 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2600 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91583 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8010 members 
Mstep: Class 57 contains 229115 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8444 members 
Mstep: Class 60 contains 5663 members 
Mstep: Class 61 contains 8831 members 
Mstep: Class 62 contains 2218 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2857 members 
Mstep: Class 66 contains 7624 members 
Mstep: Class 67 contains 7380 members 
Mstep: Class 68 contains 6403 members 
Mstep: Class 69 contains 3621 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 5889 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3664 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525680.000000 Penalty: 262035.890625
Iteration 151Q: 76 clusters Score -1.545257e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 45698 members 
Mstep: Class 4 contains 23152 members 
Mstep: Class 5 contains 6209 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 32380 members 
Mstep: Class 8 contains 137261 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 11089 members 
Mstep: Class 11 contains 18883 members 
Mstep: Class 12 contains 16267 members 
Mstep: Class 13 contains 17071 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 8087 members 
Mstep: Class 18 contains 18624 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 95680 members 
Mstep: Class 23 contains 16915 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92710 members 
Mstep: Class 26 contains 8697 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 17980 members 
Mstep: Class 29 contains 24542 members 
Mstep: Class 30 contains 56377 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3235 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33199 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2201 members 
Mstep: Class 38 contains 18330 members 
Mstep: Class 39 contains 5718 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5899 members 
Mstep: Class 42 contains 421 members 
Mstep: Class 43 contains 19432 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17037 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2604 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91578 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8010 members 
Mstep: Class 57 contains 229111 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8442 members 
Mstep: Class 60 contains 5667 members 
Mstep: Class 61 contains 8842 members 
Mstep: Class 62 contains 2219 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2857 members 
Mstep: Class 66 contains 7625 members 
Mstep: Class 67 contains 7379 members 
Mstep: Class 68 contains 6403 members 
Mstep: Class 69 contains 3621 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 5910 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3677 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525696.000000 Penalty: 262035.890625
Iteration 152Q: 76 clusters Score -1.545257e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 45704 members 
Mstep: Class 4 contains 23169 members 
Mstep: Class 5 contains 6209 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 32380 members 
Mstep: Class 8 contains 137259 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 11089 members 
Mstep: Class 11 contains 18882 members 
Mstep: Class 12 contains 16266 members 
Mstep: Class 13 contains 17071 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 8087 members 
Mstep: Class 18 contains 18623 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4259 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 95670 members 
Mstep: Class 23 contains 16915 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92710 members 
Mstep: Class 26 contains 8691 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 17948 members 
Mstep: Class 29 contains 24534 members 
Mstep: Class 30 contains 56376 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3235 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33205 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 18317 members 
Mstep: Class 39 contains 5716 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5902 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19430 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17041 members 
Mstep: Class 49 contains 3126 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2606 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91575 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8010 members 
Mstep: Class 57 contains 229103 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8441 members 
Mstep: Class 60 contains 5670 members 
Mstep: Class 61 contains 8854 members 
Mstep: Class 62 contains 2215 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2857 members 
Mstep: Class 66 contains 7625 members 
Mstep: Class 67 contains 7382 members 
Mstep: Class 68 contains 6402 members 
Mstep: Class 69 contains 3620 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 5931 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3684 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525984.000000 Penalty: 262035.890625
Iteration 153Q: 76 clusters Score -1.54526e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 45701 members 
Mstep: Class 4 contains 23196 members 
Mstep: Class 5 contains 6210 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 32378 members 
Mstep: Class 8 contains 137256 members 
Mstep: Class 9 contains 581 members 
Mstep: Class 10 contains 11089 members 
Mstep: Class 11 contains 18879 members 
Mstep: Class 12 contains 16266 members 
Mstep: Class 13 contains 17069 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 8089 members 
Mstep: Class 18 contains 18623 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4259 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 95665 members 
Mstep: Class 23 contains 16915 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92710 members 
Mstep: Class 26 contains 8683 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 17915 members 
Mstep: Class 29 contains 24527 members 
Mstep: Class 30 contains 56375 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3235 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11823 members 
Mstep: Class 35 contains 33213 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2204 members 
Mstep: Class 38 contains 18301 members 
Mstep: Class 39 contains 5714 members 
Mstep: Class 40 contains 71963 members 
Mstep: Class 41 contains 5902 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19428 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17042 members 
Mstep: Class 49 contains 3125 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2608 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91573 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8009 members 
Mstep: Class 57 contains 229100 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8441 members 
Mstep: Class 60 contains 5676 members 
Mstep: Class 61 contains 8864 members 
Mstep: Class 62 contains 2215 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2856 members 
Mstep: Class 66 contains 7623 members 
Mstep: Class 67 contains 7387 members 
Mstep: Class 68 contains 6400 members 
Mstep: Class 69 contains 3620 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 5955 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3692 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154526144.000000 Penalty: 262035.890625
Iteration 154Q: 76 clusters Score -1.545261e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1834 members 
Mstep: Class 3 contains 45701 members 
Mstep: Class 4 contains 23219 members 
Mstep: Class 5 contains 6213 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32375 members 
Mstep: Class 8 contains 137252 members 
Mstep: Class 9 contains 581 members 
Mstep: Class 10 contains 11089 members 
Mstep: Class 11 contains 18877 members 
Mstep: Class 12 contains 16264 members 
Mstep: Class 13 contains 17068 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 18619 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4259 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 95654 members 
Mstep: Class 23 contains 16913 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92709 members 
Mstep: Class 26 contains 8674 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 17882 members 
Mstep: Class 29 contains 24519 members 
Mstep: Class 30 contains 56373 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 33226 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2204 members 
Mstep: Class 38 contains 18294 members 
Mstep: Class 39 contains 5713 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5900 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19428 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17043 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2608 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91570 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8009 members 
Mstep: Class 57 contains 229099 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8440 members 
Mstep: Class 60 contains 5682 members 
Mstep: Class 61 contains 8870 members 
Mstep: Class 62 contains 2216 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2856 members 
Mstep: Class 66 contains 7622 members 
Mstep: Class 67 contains 7391 members 
Mstep: Class 68 contains 6401 members 
Mstep: Class 69 contains 3620 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 5982 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3700 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154526048.000000 Penalty: 262035.890625
Iteration 155Q: 76 clusters Score -1.54526e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 45708 members 
Mstep: Class 4 contains 23235 members 
Mstep: Class 5 contains 6213 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32377 members 
Mstep: Class 8 contains 137251 members 
Mstep: Class 9 contains 581 members 
Mstep: Class 10 contains 11089 members 
Mstep: Class 11 contains 18877 members 
Mstep: Class 12 contains 16263 members 
Mstep: Class 13 contains 17067 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 8092 members 
Mstep: Class 18 contains 18614 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4259 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 95642 members 
Mstep: Class 23 contains 16914 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92707 members 
Mstep: Class 26 contains 8670 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 17843 members 
Mstep: Class 29 contains 24518 members 
Mstep: Class 30 contains 56371 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 33233 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2204 members 
Mstep: Class 38 contains 18287 members 
Mstep: Class 39 contains 5713 members 
Mstep: Class 40 contains 71963 members 
Mstep: Class 41 contains 5901 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19428 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17043 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2609 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91568 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8008 members 
Mstep: Class 57 contains 229100 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8438 members 
Mstep: Class 60 contains 5682 members 
Mstep: Class 61 contains 8879 members 
Mstep: Class 62 contains 2212 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2856 members 
Mstep: Class 66 contains 7624 members 
Mstep: Class 67 contains 7390 members 
Mstep: Class 68 contains 6403 members 
Mstep: Class 69 contains 3622 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6014 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3707 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154526160.000000 Penalty: 262035.890625
Iteration 156Q: 76 clusters Score -1.545262e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 45710 members 
Mstep: Class 4 contains 23253 members 
Mstep: Class 5 contains 6214 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 32374 members 
Mstep: Class 8 contains 137248 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 11089 members 
Mstep: Class 11 contains 18877 members 
Mstep: Class 12 contains 16263 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 8092 members 
Mstep: Class 18 contains 18614 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4259 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 95637 members 
Mstep: Class 23 contains 16914 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92707 members 
Mstep: Class 26 contains 8663 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 17795 members 
Mstep: Class 29 contains 24513 members 
Mstep: Class 30 contains 56371 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 33232 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2205 members 
Mstep: Class 38 contains 18285 members 
Mstep: Class 39 contains 5711 members 
Mstep: Class 40 contains 71962 members 
Mstep: Class 41 contains 5902 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19428 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17045 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2612 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91566 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8007 members 
Mstep: Class 57 contains 229101 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8435 members 
Mstep: Class 60 contains 5684 members 
Mstep: Class 61 contains 8886 members 
Mstep: Class 62 contains 2209 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2856 members 
Mstep: Class 66 contains 7624 members 
Mstep: Class 67 contains 7394 members 
Mstep: Class 68 contains 6405 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6048 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3712 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525920.000000 Penalty: 262035.890625
Iteration 157Q: 76 clusters Score -1.545259e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 45711 members 
Mstep: Class 4 contains 23264 members 
Mstep: Class 5 contains 6218 members 
Mstep: Class 6 contains 2615 members 
Mstep: Class 7 contains 32377 members 
Mstep: Class 8 contains 137243 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 11090 members 
Mstep: Class 11 contains 18876 members 
Mstep: Class 12 contains 16263 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 18621 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 95639 members 
Mstep: Class 23 contains 16914 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92705 members 
Mstep: Class 26 contains 8654 members 
Mstep: Class 27 contains 1802 members 
Mstep: Class 28 contains 17743 members 
Mstep: Class 29 contains 24502 members 
Mstep: Class 30 contains 56370 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 33221 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 18284 members 
Mstep: Class 39 contains 5709 members 
Mstep: Class 40 contains 71960 members 
Mstep: Class 41 contains 5903 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19428 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17046 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2614 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91567 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8006 members 
Mstep: Class 57 contains 229099 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8431 members 
Mstep: Class 60 contains 5686 members 
Mstep: Class 61 contains 8894 members 
Mstep: Class 62 contains 2211 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2857 members 
Mstep: Class 66 contains 7627 members 
Mstep: Class 67 contains 7400 members 
Mstep: Class 68 contains 6409 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6083 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3717 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154526144.000000 Penalty: 262035.890625
Iteration 158Q: 76 clusters Score -1.545261e+08 nChanged 226
Entering ConstructFrom: 
Score: -154526144.000000 Penalty: 262035.890625
Entering ConstructFrom: 
Trying to split cluster 1 (7955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Entering Unmasked Estep 
Score: -941675.125000 Penalty: 2227.425781
	Iteration 0F: 2 clusters Score -941675.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -935295.937500 Penalty: 4454.851562
	Iteration 0F: 3 clusters Score -935295.9 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -937080.562500 Penalty: 4454.851562
	Iteration 1F: 3 clusters Score -937080.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -937382.687500 Penalty: 4454.851562
	Iteration 2F: 3 clusters Score -937382.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -937615.875000 Penalty: 4454.851562
	Iteration 3F: 3 clusters Score -937615.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -937815.437500 Penalty: 4454.851562
	Iteration 4Q: 3 clusters Score -937815.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -938008.437500 Penalty: 4454.851562
	Iteration 5Q: 3 clusters Score -938008.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -938232.312500 Penalty: 4454.851562
	Iteration 6Q: 3 clusters Score -938232.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -938511.125000 Penalty: 4454.851562
	Iteration 7F: 3 clusters Score -938511.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -938800.750000 Penalty: 4454.851562
	Iteration 8Q: 3 clusters Score -938800.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -939117.562500 Penalty: 4454.851562
	Iteration 9Q: 3 clusters Score -939117.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -939393.562500 Penalty: 4454.851562
	Iteration 10Q: 3 clusters Score -939393.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -939606.625000 Penalty: 4454.851562
	Iteration 11Q: 3 clusters Score -939606.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -939782.125000 Penalty: 4454.851562
	Iteration 12Q: 3 clusters Score -939782.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -939933.500000 Penalty: 4454.851562
	Iteration 13Q: 3 clusters Score -939933.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -940057.062500 Penalty: 4454.851562
	Iteration 14Q: 3 clusters Score -940057.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -940150.875000 Penalty: 4454.851562
	Iteration 15Q: 3 clusters Score -940150.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -940207.312500 Penalty: 4454.851562
	Iteration 16Q: 3 clusters Score -940207.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -940246.062500 Penalty: 4454.851562
	Iteration 17Q: 3 clusters Score -940246.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -940273.937500 Penalty: 4454.851562
	Iteration 18Q: 3 clusters Score -940273.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -940289.562500 Penalty: 4454.851562
	Iteration 19Q: 3 clusters Score -940289.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -940304.187500 Penalty: 4454.851562
	Iteration 20F: 3 clusters Score -940304.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -940313.687500 Penalty: 4454.851562
	Iteration 21Q: 3 clusters Score -940313.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -940316.062500 Penalty: 4454.851562
	Iteration 22Q: 3 clusters Score -940316.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -940319.875000 Penalty: 4454.851562
	Iteration 23Q: 3 clusters Score -940319.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -940322.687500 Penalty: 4454.851562
	Iteration 24Q: 3 clusters Score -940322.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -940326.625000 Penalty: 4454.851562
	Iteration 25Q: 3 clusters Score -940326.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -940330.750000 Penalty: 4454.851562
	Iteration 26Q: 3 clusters Score -940330.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -940333.000000 Penalty: 4454.851562
	Iteration 27Q: 3 clusters Score -940333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -940333.437500 Penalty: 4454.851562
	Iteration 28Q: 3 clusters Score -940333.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -940334.062500 Penalty: 4454.851562
	Iteration 29Q: 3 clusters Score -940334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -940332.875000 Penalty: 4454.851562
	Iteration 30Q: 3 clusters Score -940332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -940334.250000 Penalty: 4454.851562
	Iteration 31Q: 3 clusters Score -940334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -940333.312500 Penalty: 4454.851562
	Iteration 32Q: 3 clusters Score -940333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -940336.125000 Penalty: 4454.851562
	Iteration 33Q: 3 clusters Score -940336.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -940336.500000 Penalty: 4454.851562
	Iteration 34Q: 3 clusters Score -940336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -940335.125000 Penalty: 4454.851562
	Iteration 35Q: 3 clusters Score -940335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -940335.750000 Penalty: 4454.851562
	Iteration 36Q: 3 clusters Score -940335.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -940336.250000 Penalty: 4454.851562
	Iteration 37Q: 3 clusters Score -940336.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -940336.250000 Penalty: 4454.851562
	Iteration 38F: 3 clusters Score -940336.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Entering Unmasked Estep 
Score: -215015.218750 Penalty: 1861.634766
	Iteration 0F: 2 clusters Score -215015.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -212554.468750 Penalty: 3723.269531
	Iteration 0F: 3 clusters Score -212554.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -212973.953125 Penalty: 3723.269531
	Iteration 1F: 3 clusters Score -212974 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -213092.500000 Penalty: 3723.269531
	Iteration 2F: 3 clusters Score -213092.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -213169.453125 Penalty: 3723.269531
	Iteration 3Q: 3 clusters Score -213169.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -213217.625000 Penalty: 3723.269531
	Iteration 4Q: 3 clusters Score -213217.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -213266.671875 Penalty: 3723.269531
	Iteration 5Q: 3 clusters Score -213266.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -213337.859375 Penalty: 3723.269531
	Iteration 6Q: 3 clusters Score -213337.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -213402.109375 Penalty: 3723.269531
	Iteration 7Q: 3 clusters Score -213402.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -213456.406250 Penalty: 3723.269531
	Iteration 8Q: 3 clusters Score -213456.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -213501.781250 Penalty: 3723.269531
	Iteration 9Q: 3 clusters Score -213501.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -213530.156250 Penalty: 3723.269531
	Iteration 10Q: 3 clusters Score -213530.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -213558.984375 Penalty: 3723.269531
	Iteration 11Q: 3 clusters Score -213559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -213584.828125 Penalty: 3723.269531
	Iteration 12Q: 3 clusters Score -213584.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -213617.171875 Penalty: 3723.269531
	Iteration 13Q: 3 clusters Score -213617.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -213645.265625 Penalty: 3723.269531
	Iteration 14Q: 3 clusters Score -213645.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -213662.859375 Penalty: 3723.269531
	Iteration 15Q: 3 clusters Score -213662.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -213679.343750 Penalty: 3723.269531
	Iteration 16Q: 3 clusters Score -213679.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -213692.031250 Penalty: 3723.269531
	Iteration 17Q: 3 clusters Score -213692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -213699.328125 Penalty: 3723.269531
	Iteration 18Q: 3 clusters Score -213699.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -213701.125000 Penalty: 3723.269531
	Iteration 19Q: 3 clusters Score -213701.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -213701.125000 Penalty: 3723.269531
	Iteration 20F: 3 clusters Score -213701.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Entering Unmasked Estep 
Score: -5515892.000000 Penalty: 2661.101318
	Iteration 0F: 2 clusters Score -5515892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -5485010.000000 Penalty: 5322.202637
	Iteration 0F: 3 clusters Score -5485010 nChanged 21178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -5496915.500000 Penalty: 5322.202637
	Iteration 1F: 3 clusters Score -5496916 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5497713.500000 Penalty: 5322.202637
	Iteration 2Q: 3 clusters Score -5497714 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -5498808.500000 Penalty: 5322.202637
	Iteration 3Q: 3 clusters Score -5498808 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -5500123.500000 Penalty: 5322.202637
	Iteration 4F: 3 clusters Score -5500124 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -5501740.500000 Penalty: 5322.202637
	Iteration 5F: 3 clusters Score -5501740 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -5503725.000000 Penalty: 5322.202637
	Iteration 6F: 3 clusters Score -5503725 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -5505717.000000 Penalty: 5322.202637
	Iteration 7F: 3 clusters Score -5505717 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -5507863.000000 Penalty: 5322.202637
	Iteration 8F: 3 clusters Score -5507863 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -5509719.000000 Penalty: 5322.202637
	Iteration 9F: 3 clusters Score -5509719 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -5511038.000000 Penalty: 5322.202637
	Iteration 10Q: 3 clusters Score -5511038 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -5511926.500000 Penalty: 5322.202637
	Iteration 11Q: 3 clusters Score -5511926 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -5512604.000000 Penalty: 5322.202637
	Iteration 12Q: 3 clusters Score -5512604 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -5513210.000000 Penalty: 5322.202637
	Iteration 13Q: 3 clusters Score -5513210 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -5513722.000000 Penalty: 5322.202637
	Iteration 14Q: 3 clusters Score -5513722 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -5514196.000000 Penalty: 5322.202637
	Iteration 15Q: 3 clusters Score -5514196 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -5514653.000000 Penalty: 5322.202637
	Iteration 16Q: 3 clusters Score -5514653 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -5515048.500000 Penalty: 5322.202637
	Iteration 17Q: 3 clusters Score -5515048 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -5515391.000000 Penalty: 5322.202637
	Iteration 18Q: 3 clusters Score -5515391 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -5515622.000000 Penalty: 5322.202637
	Iteration 19Q: 3 clusters Score -5515622 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -5515772.000000 Penalty: 5322.202637
	Iteration 20F: 3 clusters Score -5515772 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -5515871.000000 Penalty: 5322.202637
	Iteration 21Q: 3 clusters Score -5515871 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -5515935.000000 Penalty: 5322.202637
	Iteration 22Q: 3 clusters Score -5515935 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -5515990.000000 Penalty: 5322.202637
	Iteration 23Q: 3 clusters Score -5515990 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -5516008.500000 Penalty: 5322.202637
	Iteration 24Q: 3 clusters Score -5516008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -5516023.500000 Penalty: 5322.202637
	Iteration 25Q: 3 clusters Score -5516024 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -5516035.000000 Penalty: 5322.202637
	Iteration 26Q: 3 clusters Score -5516035 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -5516031.000000 Penalty: 5322.202637
	Iteration 27Q: 3 clusters Score -5516031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -5516040.500000 Penalty: 5322.202637
	Iteration 28Q: 3 clusters Score -5516040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5516056.000000 Penalty: 5322.202637
	Iteration 29Q: 3 clusters Score -5516056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5516048.000000 Penalty: 5322.202637
	Iteration 30Q: 3 clusters Score -5516048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -5516069.000000 Penalty: 5322.202637
	Iteration 31Q: 3 clusters Score -5516069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -5516078.500000 Penalty: 5322.202637
	Iteration 32Q: 3 clusters Score -5516078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -5516082.500000 Penalty: 5322.202637
	Iteration 33Q: 3 clusters Score -5516082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -5516081.500000 Penalty: 5322.202637
	Iteration 34Q: 3 clusters Score -5516082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -5516080.500000 Penalty: 5322.202637
	Iteration 35Q: 3 clusters Score -5516080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -5516074.500000 Penalty: 5322.202637
	Iteration 36Q: 3 clusters Score -5516074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -5516079.500000 Penalty: 5322.202637
	Iteration 37Q: 3 clusters Score -5516080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -5516086.500000 Penalty: 5322.202637
	Iteration 38Q: 3 clusters Score -5516086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -5516088.000000 Penalty: 5322.202637
	Iteration 39Q: 3 clusters Score -5516088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -5516081.000000 Penalty: 5322.202637
	Iteration 40F: 3 clusters Score -5516081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -5516090.000000 Penalty: 5322.202637
	Iteration 41Q: 3 clusters Score -5516090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -5516081.500000 Penalty: 5322.202637
	Iteration 42Q: 3 clusters Score -5516082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -5516094.500000 Penalty: 5322.202637
	Iteration 43Q: 3 clusters Score -5516094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -5516094.000000 Penalty: 5322.202637
	Iteration 44Q: 3 clusters Score -5516094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -5516090.000000 Penalty: 5322.202637
	Iteration 45Q: 3 clusters Score -5516090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -5516089.500000 Penalty: 5322.202637
	Iteration 46Q: 3 clusters Score -5516090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -5516094.500000 Penalty: 5322.202637
	Iteration 47Q: 3 clusters Score -5516094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -5516089.500000 Penalty: 5322.202637
	Iteration 48Q: 3 clusters Score -5516090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -5516093.000000 Penalty: 5322.202637
	Iteration 49Q: 3 clusters Score -5516093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -5516094.500000 Penalty: 5322.202637
	Iteration 50Q: 3 clusters Score -5516094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -5516092.000000 Penalty: 5322.202637
	Iteration 51Q: 3 clusters Score -5516092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -5516090.500000 Penalty: 5322.202637
	Iteration 52Q: 3 clusters Score -5516090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -5516090.500000 Penalty: 5322.202637
	Iteration 53F: 3 clusters Score -5516090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 41431 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32380 members 
Mstep: Class 8 contains 137237 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 18874 members 
Mstep: Class 12 contains 16262 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 18624 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 16913 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92704 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 17691 members 
Mstep: Class 29 contains 24494 members 
Mstep: Class 30 contains 56369 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 33213 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 18284 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19426 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17050 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2613 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91566 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8005 members 
Mstep: Class 57 contains 229093 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8424 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 8900 members 
Mstep: Class 62 contains 2208 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2855 members 
Mstep: Class 66 contains 7627 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6117 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3718 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3936 members 
Mstep: Class 76 contains 4287 members 
Entering Unmasked Estep 
Score: -154525552.000000 Penalty: 265529.687500
Splitting cluster 3 changes total score from -154526144.000000 to -154525552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (23279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Entering Unmasked Estep 
Score: -2794145.000000 Penalty: 2493.716309
	Iteration 0F: 2 clusters Score -2794145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2777941.750000 Penalty: 4987.432617
	Iteration 0F: 3 clusters Score -2777942 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2783667.750000 Penalty: 4987.432617
	Iteration 1F: 3 clusters Score -2783668 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2784280.000000 Penalty: 4987.432617
	Iteration 2F: 3 clusters Score -2784280 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2784876.750000 Penalty: 4987.432617
	Iteration 3F: 3 clusters Score -2784877 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2785520.250000 Penalty: 4987.432617
	Iteration 4F: 3 clusters Score -2785520 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2786239.750000 Penalty: 4987.432617
	Iteration 5F: 3 clusters Score -2786240 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2787013.250000 Penalty: 4987.432617
	Iteration 6F: 3 clusters Score -2787013 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2787769.500000 Penalty: 4987.432617
	Iteration 7F: 3 clusters Score -2787770 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2788441.500000 Penalty: 4987.432617
	Iteration 8Q: 3 clusters Score -2788442 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2789016.500000 Penalty: 4987.432617
	Iteration 9Q: 3 clusters Score -2789016 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2789657.750000 Penalty: 4987.432617
	Iteration 10Q: 3 clusters Score -2789658 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2790261.500000 Penalty: 4987.432617
	Iteration 11Q: 3 clusters Score -2790262 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2790797.750000 Penalty: 4987.432617
	Iteration 12Q: 3 clusters Score -2790798 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2791276.250000 Penalty: 4987.432617
	Iteration 13Q: 3 clusters Score -2791276 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2791676.000000 Penalty: 4987.432617
	Iteration 14Q: 3 clusters Score -2791676 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2791963.250000 Penalty: 4987.432617
	Iteration 15Q: 3 clusters Score -2791963 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2792179.750000 Penalty: 4987.432617
	Iteration 16Q: 3 clusters Score -2792180 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2792299.250000 Penalty: 4987.432617
	Iteration 17Q: 3 clusters Score -2792299 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2792348.750000 Penalty: 4987.432617
	Iteration 18Q: 3 clusters Score -2792349 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2792402.250000 Penalty: 4987.432617
	Iteration 19Q: 3 clusters Score -2792402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2792424.000000 Penalty: 4987.432617
	Iteration 20F: 3 clusters Score -2792424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2792438.250000 Penalty: 4987.432617
	Iteration 21Q: 3 clusters Score -2792438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2792455.000000 Penalty: 4987.432617
	Iteration 22Q: 3 clusters Score -2792455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2792457.000000 Penalty: 4987.432617
	Iteration 23Q: 3 clusters Score -2792457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2792469.000000 Penalty: 4987.432617
	Iteration 24Q: 3 clusters Score -2792469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2792469.500000 Penalty: 4987.432617
	Iteration 25Q: 3 clusters Score -2792470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2792478.250000 Penalty: 4987.432617
	Iteration 26Q: 3 clusters Score -2792478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2792482.000000 Penalty: 4987.432617
	Iteration 27Q: 3 clusters Score -2792482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2792491.250000 Penalty: 4987.432617
	Iteration 28Q: 3 clusters Score -2792491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2792490.000000 Penalty: 4987.432617
	Iteration 29Q: 3 clusters Score -2792490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2792493.250000 Penalty: 4987.432617
	Iteration 30Q: 3 clusters Score -2792493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2792500.250000 Penalty: 4987.432617
	Iteration 31Q: 3 clusters Score -2792500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2792497.750000 Penalty: 4987.432617
	Iteration 32Q: 3 clusters Score -2792498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2792504.250000 Penalty: 4987.432617
	Iteration 33Q: 3 clusters Score -2792504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2792499.500000 Penalty: 4987.432617
	Iteration 34Q: 3 clusters Score -2792500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2792499.250000 Penalty: 4987.432617
	Iteration 35Q: 3 clusters Score -2792499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2792502.750000 Penalty: 4987.432617
	Iteration 36Q: 3 clusters Score -2792503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2792500.500000 Penalty: 4987.432617
	Iteration 37Q: 3 clusters Score -2792500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2792502.000000 Penalty: 4987.432617
	Iteration 38Q: 3 clusters Score -2792502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2792506.250000 Penalty: 4987.432617
	Iteration 39Q: 3 clusters Score -2792506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2792505.500000 Penalty: 4987.432617
	Iteration 40F: 3 clusters Score -2792506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2792506.500000 Penalty: 4987.432617
	Iteration 41Q: 3 clusters Score -2792506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2792504.500000 Penalty: 4987.432617
	Iteration 42Q: 3 clusters Score -2792504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2792505.000000 Penalty: 4987.432617
	Iteration 43Q: 3 clusters Score -2792505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2792507.500000 Penalty: 4987.432617
	Iteration 44Q: 3 clusters Score -2792508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2792507.500000 Penalty: 4987.432617
	Iteration 45F: 3 clusters Score -2792508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -718009.812500 Penalty: 2166.410156
	Iteration 0F: 2 clusters Score -718009.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -712744.625000 Penalty: 4332.820312
	Iteration 0F: 3 clusters Score -712744.6 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -714281.687500 Penalty: 4332.820312
	Iteration 1F: 3 clusters Score -714281.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -714661.937500 Penalty: 4332.820312
	Iteration 2F: 3 clusters Score -714661.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -714982.312500 Penalty: 4332.820312
	Iteration 3F: 3 clusters Score -714982.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -715281.750000 Penalty: 4332.820312
	Iteration 4F: 3 clusters Score -715281.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -715535.500000 Penalty: 4332.820312
	Iteration 5F: 3 clusters Score -715535.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -715724.937500 Penalty: 4332.820312
	Iteration 6Q: 3 clusters Score -715724.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -715870.437500 Penalty: 4332.820312
	Iteration 7Q: 3 clusters Score -715870.4 nChanged 179
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: -715978.000000 Penalty: 4332.820312
	Iteration 8Q: 3 clusters Score -715978 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -716079.500000 Penalty: 4332.820312
	Iteration 9Q: 3 clusters Score -716079.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -716182.937500 Penalty: 4332.820312
	Iteration 10Q: 3 clusters Score -716182.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -716258.562500 Penalty: 4332.820312
	Iteration 11Q: 3 clusters Score -716258.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -716302.250000 Penalty: 4332.820312
	Iteration 12Q: 3 clusters Score -716302.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -716351.000000 Penalty: 4332.820312
	Iteration 13Q: 3 clusters Score -716351 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -716395.687500 Penalty: 4332.820312
	Iteration 14Q: 3 clusters Score -716395.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -716440.500000 Penalty: 4332.820312
	Iteration 15Q: 3 clusters Score -716440.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -716484.750000 Penalty: 4332.820312
	Iteration 16Q: 3 clusters Score -716484.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -716532.875000 Penalty: 4332.820312
	Iteration 17Q: 3 clusters Score -716532.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -716572.062500 Penalty: 4332.820312
	Iteration 18Q: 3 clusters Score -716572.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -716596.250000 Penalty: 4332.820312
	Iteration 19Q: 3 clusters Score -716596.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -716623.500000 Penalty: 4332.820312
	Iteration 20F: 3 clusters Score -716623.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -716647.687500 Penalty: 4332.820312
	Iteration 21Q: 3 clusters Score -716647.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -716680.125000 Penalty: 4332.820312
	Iteration 22Q: 3 clusters Score -716680.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -716719.625000 Penalty: 4332.820312
	Iteration 23Q: 3 clusters Score -716719.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -716775.625000 Penalty: 4332.820312
	Iteration 24Q: 3 clusters Score -716775.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -716816.750000 Penalty: 4332.820312
	Iteration 25Q: 3 clusters Score -716816.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -716861.250000 Penalty: 4332.820312
	Iteration 26Q: 3 clusters Score -716861.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -716897.000000 Penalty: 4332.820312
	Iteration 27Q: 3 clusters Score -716897 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -716928.500000 Penalty: 4332.820312
	Iteration 28Q: 3 clusters Score -716928.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -716956.375000 Penalty: 4332.820312
	Iteration 29Q: 3 clusters Score -716956.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -716985.375000 Penalty: 4332.820312
	Iteration 30Q: 3 clusters Score -716985.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -717004.125000 Penalty: 4332.820312
	Iteration 31Q: 3 clusters Score -717004.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -717021.250000 Penalty: 4332.820312
	Iteration 32Q: 3 clusters Score -717021.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -717031.375000 Penalty: 4332.820312
	Iteration 33Q: 3 clusters Score -717031.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -717037.625000 Penalty: 4332.820312
	Iteration 34Q: 3 clusters Score -717037.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -717046.500000 Penalty: 4332.820312
	Iteration 35Q: 3 clusters Score -717046.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -717053.500000 Penalty: 4332.820312
	Iteration 36Q: 3 clusters Score -717053.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -717059.812500 Penalty: 4332.820312
	Iteration 37Q: 3 clusters Score -717059.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -717061.250000 Penalty: 4332.820312
	Iteration 38Q: 3 clusters Score -717061.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -717064.875000 Penalty: 4332.820312
	Iteration 39Q: 3 clusters Score -717064.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -717067.625000 Penalty: 4332.820312
	Iteration 40F: 3 clusters Score -717067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -717066.750000 Penalty: 4332.820312
	Iteration 41Q: 3 clusters Score -717066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -717068.500000 Penalty: 4332.820312
	Iteration 42Q: 3 clusters Score -717068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -717067.625000 Penalty: 4332.820312
	Iteration 43Q: 3 clusters Score -717067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -717068.500000 Penalty: 4332.820312
	Iteration 44Q: 3 clusters Score -717068.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -717068.500000 Penalty: 4332.820312
	Iteration 45F: 3 clusters Score -717068.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -265776.875000 Penalty: 1951.706421
	Iteration 0F: 2 clusters Score -265776.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -262797.593750 Penalty: 3903.412842
	Iteration 0F: 3 clusters Score -262797.6 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -263516.093750 Penalty: 3903.412842
	Iteration 1F: 3 clusters Score -263516.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -263825.718750 Penalty: 3903.412842
	Iteration 2F: 3 clusters Score -263825.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -264047.937500 Penalty: 3903.412842
	Iteration 3F: 3 clusters Score -264047.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -264220.687500 Penalty: 3903.412842
	Iteration 4F: 3 clusters Score -264220.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -264381.406250 Penalty: 3903.412842
	Iteration 5Q: 3 clusters Score -264381.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -264499.343750 Penalty: 3903.412842
	Iteration 6Q: 3 clusters Score -264499.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -264586.281250 Penalty: 3903.412842
	Iteration 7Q: 3 clusters Score -264586.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -264643.968750 Penalty: 3903.412842
	Iteration 8Q: 3 clusters Score -264644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -264685.187500 Penalty: 3903.412842
	Iteration 9Q: 3 clusters Score -264685.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -264721.843750 Penalty: 3903.412842
	Iteration 10Q: 3 clusters Score -264721.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -264746.750000 Penalty: 3903.412842
	Iteration 11Q: 3 clusters Score -264746.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -264768.937500 Penalty: 3903.412842
	Iteration 12Q: 3 clusters Score -264768.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -264792.093750 Penalty: 3903.412842
	Iteration 13Q: 3 clusters Score -264792.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -264806.843750 Penalty: 3903.412842
	Iteration 14Q: 3 clusters Score -264806.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -264822.531250 Penalty: 3903.412842
	Iteration 15Q: 3 clusters Score -264822.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -264829.875000 Penalty: 3903.412842
	Iteration 16Q: 3 clusters Score -264829.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -264835.406250 Penalty: 3903.412842
	Iteration 17Q: 3 clusters Score -264835.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -264842.187500 Penalty: 3903.412842
	Iteration 18Q: 3 clusters Score -264842.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -264847.625000 Penalty: 3903.412842
	Iteration 19Q: 3 clusters Score -264847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -264854.750000 Penalty: 3903.412842
	Iteration 20F: 3 clusters Score -264854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -264862.843750 Penalty: 3903.412842
	Iteration 21Q: 3 clusters Score -264862.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -264866.781250 Penalty: 3903.412842
	Iteration 22Q: 3 clusters Score -264866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -264873.593750 Penalty: 3903.412842
	Iteration 23Q: 3 clusters Score -264873.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -264881.062500 Penalty: 3903.412842
	Iteration 24Q: 3 clusters Score -264881.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -264886.687500 Penalty: 3903.412842
	Iteration 25Q: 3 clusters Score -264886.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -264892.312500 Penalty: 3903.412842
	Iteration 26Q: 3 clusters Score -264892.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -264896.593750 Penalty: 3903.412842
	Iteration 27Q: 3 clusters Score -264896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -264899.187500 Penalty: 3903.412842
	Iteration 28Q: 3 clusters Score -264899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -264902.093750 Penalty: 3903.412842
	Iteration 29Q: 3 clusters Score -264902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -264904.718750 Penalty: 3903.412842
	Iteration 30Q: 3 clusters Score -264904.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -264907.906250 Penalty: 3903.412842
	Iteration 31Q: 3 clusters Score -264907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -264911.343750 Penalty: 3903.412842
	Iteration 32Q: 3 clusters Score -264911.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -264914.125000 Penalty: 3903.412842
	Iteration 33Q: 3 clusters Score -264914.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -264916.875000 Penalty: 3903.412842
	Iteration 34Q: 3 clusters Score -264916.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -264919.875000 Penalty: 3903.412842
	Iteration 35Q: 3 clusters Score -264919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -264923.406250 Penalty: 3903.412842
	Iteration 36Q: 3 clusters Score -264923.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -264928.281250 Penalty: 3903.412842
	Iteration 37Q: 3 clusters Score -264928.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -264932.437500 Penalty: 3903.412842
	Iteration 38Q: 3 clusters Score -264932.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -264936.343750 Penalty: 3903.412842
	Iteration 39Q: 3 clusters Score -264936.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -264937.375000 Penalty: 3903.412842
	Iteration 40F: 3 clusters Score -264937.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -264938.812500 Penalty: 3903.412842
	Iteration 41Q: 3 clusters Score -264938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -264942.281250 Penalty: 3903.412842
	Iteration 42Q: 3 clusters Score -264942.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -264943.375000 Penalty: 3903.412842
	Iteration 43Q: 3 clusters Score -264943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -264944.000000 Penalty: 3903.412842
	Iteration 44Q: 3 clusters Score -264944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -264944.000000 Penalty: 3903.412842
	Iteration 45F: 3 clusters Score -264944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Entering Unmasked Estep 
Score: -3928891.750000 Penalty: 2575.553467
	Iteration 0F: 2 clusters Score -3928892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3906691.750000 Penalty: 5151.106934
	Iteration 0F: 3 clusters Score -3906692 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -3914610.250000 Penalty: 5151.106934
	Iteration 1F: 3 clusters Score -3914610 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3915078.750000 Penalty: 5151.106934
	Iteration 2Q: 3 clusters Score -3915079 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3915610.000000 Penalty: 5151.106934
	Iteration 3Q: 3 clusters Score -3915610 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3916253.500000 Penalty: 5151.106934
	Iteration 4Q: 3 clusters Score -3916254 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3917245.250000 Penalty: 5151.106934
	Iteration 5Q: 3 clusters Score -3917245 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -3918714.500000 Penalty: 5151.106934
	Iteration 6F: 3 clusters Score -3918714 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3920392.750000 Penalty: 5151.106934
	Iteration 7F: 3 clusters Score -3920393 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3921996.250000 Penalty: 5151.106934
	Iteration 8F: 3 clusters Score -3921996 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3923348.500000 Penalty: 5151.106934
	Iteration 9F: 3 clusters Score -3923348 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3924457.000000 Penalty: 5151.106934
	Iteration 10Q: 3 clusters Score -3924457 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3925492.750000 Penalty: 5151.106934
	Iteration 11Q: 3 clusters Score -3925493 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3926420.500000 Penalty: 5151.106934
	Iteration 12Q: 3 clusters Score -3926420 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3927220.750000 Penalty: 5151.106934
	Iteration 13Q: 3 clusters Score -3927221 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3927807.750000 Penalty: 5151.106934
	Iteration 14Q: 3 clusters Score -3927808 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3928187.750000 Penalty: 5151.106934
	Iteration 15Q: 3 clusters Score -3928188 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3928426.000000 Penalty: 5151.106934
	Iteration 16Q: 3 clusters Score -3928426 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3928598.250000 Penalty: 5151.106934
	Iteration 17Q: 3 clusters Score -3928598 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3928696.750000 Penalty: 5151.106934
	Iteration 18Q: 3 clusters Score -3928697 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3928754.500000 Penalty: 5151.106934
	Iteration 19Q: 3 clusters Score -3928754 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3928800.000000 Penalty: 5151.106934
	Iteration 20F: 3 clusters Score -3928800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3928833.000000 Penalty: 5151.106934
	Iteration 21Q: 3 clusters Score -3928833 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3928859.500000 Penalty: 5151.106934
	Iteration 22Q: 3 clusters Score -3928860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3928875.000000 Penalty: 5151.106934
	Iteration 23Q: 3 clusters Score -3928875 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3928882.250000 Penalty: 5151.106934
	Iteration 24Q: 3 clusters Score -3928882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3928885.500000 Penalty: 5151.106934
	Iteration 25Q: 3 clusters Score -3928886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3928892.500000 Penalty: 5151.106934
	Iteration 26Q: 3 clusters Score -3928892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3928899.750000 Penalty: 5151.106934
	Iteration 27Q: 3 clusters Score -3928900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3928901.500000 Penalty: 5151.106934
	Iteration 28Q: 3 clusters Score -3928902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3928908.250000 Penalty: 5151.106934
	Iteration 29Q: 3 clusters Score -3928908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3928916.000000 Penalty: 5151.106934
	Iteration 30Q: 3 clusters Score -3928916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3928911.500000 Penalty: 5151.106934
	Iteration 31Q: 3 clusters Score -3928912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3928917.500000 Penalty: 5151.106934
	Iteration 32Q: 3 clusters Score -3928918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3928917.000000 Penalty: 5151.106934
	Iteration 33Q: 3 clusters Score -3928917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3928920.500000 Penalty: 5151.106934
	Iteration 34Q: 3 clusters Score -3928920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3928921.500000 Penalty: 5151.106934
	Iteration 35Q: 3 clusters Score -3928922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3928925.250000 Penalty: 5151.106934
	Iteration 36Q: 3 clusters Score -3928925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3928926.750000 Penalty: 5151.106934
	Iteration 37Q: 3 clusters Score -3928927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3928926.000000 Penalty: 5151.106934
	Iteration 38Q: 3 clusters Score -3928926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3928929.000000 Penalty: 5151.106934
	Iteration 39Q: 3 clusters Score -3928929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3928923.750000 Penalty: 5151.106934
	Iteration 40F: 3 clusters Score -3928924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3928924.500000 Penalty: 5151.106934
	Iteration 41Q: 3 clusters Score -3928924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3928924.250000 Penalty: 5151.106934
	Iteration 42Q: 3 clusters Score -3928924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3928925.250000 Penalty: 5151.106934
	Iteration 43Q: 3 clusters Score -3928925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3928925.250000 Penalty: 5151.106934
	Iteration 44F: 3 clusters Score -3928925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 45718 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 29544 members 
Mstep: Class 8 contains 137237 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 18874 members 
Mstep: Class 12 contains 16262 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 18624 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 16913 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92704 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 17691 members 
Mstep: Class 29 contains 24494 members 
Mstep: Class 30 contains 56369 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 33213 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 18284 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19426 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17050 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2613 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91566 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8005 members 
Mstep: Class 57 contains 229093 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8424 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 8900 members 
Mstep: Class 62 contains 2208 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2855 members 
Mstep: Class 66 contains 7627 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6117 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3718 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3936 members 
Mstep: Class 76 contains 2836 members 
Entering Unmasked Estep 
Score: -154525360.000000 Penalty: 265529.687500
Splitting cluster 7 changes total score from -154526144.000000 to -154525360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (137237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137237 members 
Entering Unmasked Estep 
Score: -16652212.000000 Penalty: 2933.707275
	Iteration 0F: 2 clusters Score -1.665221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -16560394.000000 Penalty: 5867.414551
	Iteration 0F: 3 clusters Score -1.656039e+07 nChanged 65621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -16598802.000000 Penalty: 5867.414551
	Iteration 1F: 3 clusters Score -1.65988e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73643 members 
Mstep: Class 2 contains 63594 members 
Entering Unmasked Estep 
Score: -16600296.000000 Penalty: 5867.414551
	Iteration 2Q: 3 clusters Score -1.66003e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -16602074.000000 Penalty: 5867.414551
	Iteration 3Q: 3 clusters Score -1.660207e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79763 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -16604928.000000 Penalty: 5867.414551
	Iteration 4Q: 3 clusters Score -1.660493e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -16608682.000000 Penalty: 5867.414551
	Iteration 5F: 3 clusters Score -1.660868e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -16614174.000000 Penalty: 5867.414551
	Iteration 6F: 3 clusters Score -1.661417e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100443 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -16621330.000000 Penalty: 5867.414551
	Iteration 7F: 3 clusters Score -1.662133e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109658 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -16628986.000000 Penalty: 5867.414551
	Iteration 8F: 3 clusters Score -1.662899e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118376 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -16636315.000000 Penalty: 5867.414551
	Iteration 9F: 3 clusters Score -1.663632e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125192 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -16642009.000000 Penalty: 5867.414551
	Iteration 10Q: 3 clusters Score -1.664201e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129828 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -16645624.000000 Penalty: 5867.414551
	Iteration 11Q: 3 clusters Score -1.664562e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132685 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -16647777.000000 Penalty: 5867.414551
	Iteration 12Q: 3 clusters Score -1.664778e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134295 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -16649023.000000 Penalty: 5867.414551
	Iteration 13Q: 3 clusters Score -1.664902e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135130 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -16649592.000000 Penalty: 5867.414551
	Iteration 14Q: 3 clusters Score -1.664959e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135585 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -16650011.000000 Penalty: 5867.414551
	Iteration 15Q: 3 clusters Score -1.665001e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135841 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -16650295.000000 Penalty: 5867.414551
	Iteration 16Q: 3 clusters Score -1.66503e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135965 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -16650429.000000 Penalty: 5867.414551
	Iteration 17Q: 3 clusters Score -1.665043e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136048 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -16650562.000000 Penalty: 5867.414551
	Iteration 18Q: 3 clusters Score -1.665056e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136117 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -16650682.000000 Penalty: 5867.414551
	Iteration 19Q: 3 clusters Score -1.665068e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136153 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -16650745.000000 Penalty: 5867.414551
	Iteration 20F: 3 clusters Score -1.665074e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136162 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -16650792.000000 Penalty: 5867.414551
	Iteration 21Q: 3 clusters Score -1.665079e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136178 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -16650825.000000 Penalty: 5867.414551
	Iteration 22Q: 3 clusters Score -1.665082e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136192 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -16650856.000000 Penalty: 5867.414551
	Iteration 23Q: 3 clusters Score -1.665086e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136200 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16650868.000000 Penalty: 5867.414551
	Iteration 24Q: 3 clusters Score -1.665087e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136204 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16650896.000000 Penalty: 5867.414551
	Iteration 25Q: 3 clusters Score -1.66509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136203 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16650892.000000 Penalty: 5867.414551
	Iteration 26Q: 3 clusters Score -1.665089e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136200 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16650903.000000 Penalty: 5867.414551
	Iteration 27Q: 3 clusters Score -1.66509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136205 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -16650898.000000 Penalty: 5867.414551
	Iteration 28Q: 3 clusters Score -1.66509e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136205 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -16650912.000000 Penalty: 5867.414551
	Iteration 29Q: 3 clusters Score -1.665091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136190 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -16650929.000000 Penalty: 5867.414551
	Iteration 30Q: 3 clusters Score -1.665093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136192 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -16650931.000000 Penalty: 5867.414551
	Iteration 31Q: 3 clusters Score -1.665093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136190 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -16650937.000000 Penalty: 5867.414551
	Iteration 32Q: 3 clusters Score -1.665094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136186 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -16650917.000000 Penalty: 5867.414551
	Iteration 33Q: 3 clusters Score -1.665092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136184 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -16650914.000000 Penalty: 5867.414551
	Iteration 34Q: 3 clusters Score -1.665091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136182 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -16650916.000000 Penalty: 5867.414551
	Iteration 35Q: 3 clusters Score -1.665092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136179 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -16650921.000000 Penalty: 5867.414551
	Iteration 36Q: 3 clusters Score -1.665092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136178 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -16650918.000000 Penalty: 5867.414551
	Iteration 37Q: 3 clusters Score -1.665092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136177 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -16650910.000000 Penalty: 5867.414551
	Iteration 38Q: 3 clusters Score -1.665091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136176 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -16650922.000000 Penalty: 5867.414551
	Iteration 39Q: 3 clusters Score -1.665092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136176 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -16650922.000000 Penalty: 5867.414551
	Iteration 40F: 3 clusters Score -1.665092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -91611.796875 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -91611.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -90120.484375 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -90120.48 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -90420.937500 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -90420.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90663.664062 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -90663.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -90724.992188 Penalty: 3160.319580
	Iteration 3Q: 3 clusters Score -90724.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90751.734375 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -90751.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -90770.250000 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -90770.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -90774.257812 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -90774.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -90798.242188 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -90798.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90812.414062 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -90812.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -90825.835938 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -90825.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -90846.093750 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -90846.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -90837.593750 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -90837.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -90835.921875 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -90835.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -90835.921875 Penalty: 3160.319580
	Iteration 13F: 3 clusters Score -90835.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Entering Unmasked Estep 
Score: -1339364.750000 Penalty: 2309.844482
	Iteration 0F: 2 clusters Score -1339365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1330940.375000 Penalty: 4619.688965
	Iteration 0F: 3 clusters Score -1330940 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1333545.125000 Penalty: 4619.688965
	Iteration 1F: 3 clusters Score -1333545 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1333979.750000 Penalty: 4619.688965
	Iteration 2F: 3 clusters Score -1333980 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1334381.375000 Penalty: 4619.688965
	Iteration 3F: 3 clusters Score -1334381 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1334820.875000 Penalty: 4619.688965
	Iteration 4F: 3 clusters Score -1334821 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1335304.875000 Penalty: 4619.688965
	Iteration 5F: 3 clusters Score -1335305 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1335884.375000 Penalty: 4619.688965
	Iteration 6F: 3 clusters Score -1335884 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1336392.125000 Penalty: 4619.688965
	Iteration 7F: 3 clusters Score -1336392 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1336828.375000 Penalty: 4619.688965
	Iteration 8Q: 3 clusters Score -1336828 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1337199.875000 Penalty: 4619.688965
	Iteration 9Q: 3 clusters Score -1337200 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1337502.500000 Penalty: 4619.688965
	Iteration 10Q: 3 clusters Score -1337502 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1337717.250000 Penalty: 4619.688965
	Iteration 11Q: 3 clusters Score -1337717 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1337873.125000 Penalty: 4619.688965
	Iteration 12Q: 3 clusters Score -1337873 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1337971.875000 Penalty: 4619.688965
	Iteration 13Q: 3 clusters Score -1337972 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1338027.000000 Penalty: 4619.688965
	Iteration 14Q: 3 clusters Score -1338027 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1338073.875000 Penalty: 4619.688965
	Iteration 15Q: 3 clusters Score -1338074 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1338111.625000 Penalty: 4619.688965
	Iteration 16Q: 3 clusters Score -1338112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1338141.625000 Penalty: 4619.688965
	Iteration 17Q: 3 clusters Score -1338142 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1338161.375000 Penalty: 4619.688965
	Iteration 18Q: 3 clusters Score -1338161 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1338170.250000 Penalty: 4619.688965
	Iteration 19Q: 3 clusters Score -1338170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1338182.750000 Penalty: 4619.688965
	Iteration 20F: 3 clusters Score -1338183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1338190.000000 Penalty: 4619.688965
	Iteration 21Q: 3 clusters Score -1338190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1338196.250000 Penalty: 4619.688965
	Iteration 22Q: 3 clusters Score -1338196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1338198.000000 Penalty: 4619.688965
	Iteration 23Q: 3 clusters Score -1338198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1338200.250000 Penalty: 4619.688965
	Iteration 24Q: 3 clusters Score -1338200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1338201.250000 Penalty: 4619.688965
	Iteration 25Q: 3 clusters Score -1338201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1338198.500000 Penalty: 4619.688965
	Iteration 26Q: 3 clusters Score -1338198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1338200.125000 Penalty: 4619.688965
	Iteration 27Q: 3 clusters Score -1338200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1338202.875000 Penalty: 4619.688965
	Iteration 28Q: 3 clusters Score -1338203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1338205.125000 Penalty: 4619.688965
	Iteration 29Q: 3 clusters Score -1338205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1338204.750000 Penalty: 4619.688965
	Iteration 30Q: 3 clusters Score -1338205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1338205.625000 Penalty: 4619.688965
	Iteration 31Q: 3 clusters Score -1338206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1338206.500000 Penalty: 4619.688965
	Iteration 32Q: 3 clusters Score -1338206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1338207.500000 Penalty: 4619.688965
	Iteration 33Q: 3 clusters Score -1338208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1338206.750000 Penalty: 4619.688965
	Iteration 34Q: 3 clusters Score -1338207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1338207.000000 Penalty: 4619.688965
	Iteration 35Q: 3 clusters Score -1338207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1338206.250000 Penalty: 4619.688965
	Iteration 36Q: 3 clusters Score -1338206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1338206.875000 Penalty: 4619.688965
	Iteration 37Q: 3 clusters Score -1338207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1338208.000000 Penalty: 4619.688965
	Iteration 38Q: 3 clusters Score -1338208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1338208.000000 Penalty: 4619.688965
	Iteration 39F: 3 clusters Score -1338208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Entering Unmasked Estep 
Score: -2259406.000000 Penalty: 2441.694092
	Iteration 0F: 2 clusters Score -2259406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2246033.750000 Penalty: 4883.388184
	Iteration 0F: 3 clusters Score -2246034 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2250455.500000 Penalty: 4883.388184
	Iteration 1F: 3 clusters Score -2250456 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2250884.000000 Penalty: 4883.388184
	Iteration 2F: 3 clusters Score -2250884 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2251288.250000 Penalty: 4883.388184
	Iteration 3Q: 3 clusters Score -2251288 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2251715.500000 Penalty: 4883.388184
	Iteration 4Q: 3 clusters Score -2251716 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2252178.000000 Penalty: 4883.388184
	Iteration 5Q: 3 clusters Score -2252178 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2252744.000000 Penalty: 4883.388184
	Iteration 6Q: 3 clusters Score -2252744 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2253518.000000 Penalty: 4883.388184
	Iteration 7F: 3 clusters Score -2253518 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2254466.250000 Penalty: 4883.388184
	Iteration 8F: 3 clusters Score -2254466 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2255628.250000 Penalty: 4883.388184
	Iteration 9F: 3 clusters Score -2255628 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2257176.750000 Penalty: 4883.388184
	Iteration 10F: 3 clusters Score -2257177 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2259171.750000 Penalty: 4883.388184
	Iteration 11F: 3 clusters Score -2259172 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2260836.500000 Penalty: 4883.388184
	Iteration 12F: 3 clusters Score -2260836 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2261345.000000 Penalty: 4883.388184
	Iteration 13Q: 3 clusters Score -2261345 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2261442.750000 Penalty: 4883.388184
	Iteration 14Q: 3 clusters Score -2261443 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2261472.750000 Penalty: 4883.388184
	Iteration 15Q: 3 clusters Score -2261473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2261487.750000 Penalty: 4883.388184
	Iteration 16Q: 3 clusters Score -2261488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2261493.500000 Penalty: 4883.388184
	Iteration 17Q: 3 clusters Score -2261494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2261490.500000 Penalty: 4883.388184
	Iteration 18Q: 3 clusters Score -2261490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2261491.000000 Penalty: 4883.388184
	Iteration 19Q: 3 clusters Score -2261491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2261490.000000 Penalty: 4883.388184
	Iteration 20F: 3 clusters Score -2261490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 45718 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32380 members 
Mstep: Class 8 contains 137237 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 16262 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 18624 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 16913 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92704 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 17691 members 
Mstep: Class 29 contains 24494 members 
Mstep: Class 30 contains 56369 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 33213 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 18284 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19426 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17050 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2613 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91566 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8005 members 
Mstep: Class 57 contains 229093 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8424 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 8900 members 
Mstep: Class 62 contains 2208 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2855 members 
Mstep: Class 66 contains 7627 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6117 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3718 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3936 members 
Mstep: Class 76 contains 10343 members 
Entering Unmasked Estep 
Score: -154527456.000000 Penalty: 265529.687500
Splitting cluster 11 changes total score from -154526144.000000 to -154527456.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 12 (16262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Entering Unmasked Estep 
Score: -2022225.250000 Penalty: 2404.753418
	Iteration 0F: 2 clusters Score -2022225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2010471.625000 Penalty: 4809.506836
	Iteration 0F: 3 clusters Score -2010472 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2014154.750000 Penalty: 4809.506836
	Iteration 1F: 3 clusters Score -2014155 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2014491.125000 Penalty: 4809.506836
	Iteration 2F: 3 clusters Score -2014491 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2014723.875000 Penalty: 4809.506836
	Iteration 3Q: 3 clusters Score -2014724 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2014902.750000 Penalty: 4809.506836
	Iteration 4Q: 3 clusters Score -2014903 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2015046.250000 Penalty: 4809.506836
	Iteration 5Q: 3 clusters Score -2015046 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2015185.375000 Penalty: 4809.506836
	Iteration 6Q: 3 clusters Score -2015185 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2015316.500000 Penalty: 4809.506836
	Iteration 7Q: 3 clusters Score -2015316 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2015437.750000 Penalty: 4809.506836
	Iteration 8Q: 3 clusters Score -2015438 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2015601.125000 Penalty: 4809.506836
	Iteration 9Q: 3 clusters Score -2015601 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2015812.625000 Penalty: 4809.506836
	Iteration 10Q: 3 clusters Score -2015813 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2016100.625000 Penalty: 4809.506836
	Iteration 11Q: 3 clusters Score -2016101 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2016531.250000 Penalty: 4809.506836
	Iteration 12Q: 3 clusters Score -2016531 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2017116.625000 Penalty: 4809.506836
	Iteration 13F: 3 clusters Score -2017117 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2017889.625000 Penalty: 4809.506836
	Iteration 14F: 3 clusters Score -2017890 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2018647.250000 Penalty: 4809.506836
	Iteration 15F: 3 clusters Score -2018647 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2019249.750000 Penalty: 4809.506836
	Iteration 16Q: 3 clusters Score -2019250 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2019650.000000 Penalty: 4809.506836
	Iteration 17Q: 3 clusters Score -2019650 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2019899.750000 Penalty: 4809.506836
	Iteration 18Q: 3 clusters Score -2019900 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2020043.625000 Penalty: 4809.506836
	Iteration 19Q: 3 clusters Score -2020044 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2020130.625000 Penalty: 4809.506836
	Iteration 20F: 3 clusters Score -2020131 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2020182.375000 Penalty: 4809.506836
	Iteration 21Q: 3 clusters Score -2020182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2020229.750000 Penalty: 4809.506836
	Iteration 22Q: 3 clusters Score -2020230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2020255.250000 Penalty: 4809.506836
	Iteration 23Q: 3 clusters Score -2020255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2020273.250000 Penalty: 4809.506836
	Iteration 24Q: 3 clusters Score -2020273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2020279.000000 Penalty: 4809.506836
	Iteration 25Q: 3 clusters Score -2020279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2020287.250000 Penalty: 4809.506836
	Iteration 26Q: 3 clusters Score -2020287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2020292.500000 Penalty: 4809.506836
	Iteration 27Q: 3 clusters Score -2020292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2020292.250000 Penalty: 4809.506836
	Iteration 28Q: 3 clusters Score -2020292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2020292.750000 Penalty: 4809.506836
	Iteration 29Q: 3 clusters Score -2020293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2020292.750000 Penalty: 4809.506836
	Iteration 30F: 3 clusters Score -2020293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Entering Unmasked Estep 
Score: -2138143.500000 Penalty: 2416.721191
	Iteration 0F: 2 clusters Score -2138144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2125896.000000 Penalty: 4833.442383
	Iteration 0F: 3 clusters Score -2125896 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2129815.250000 Penalty: 4833.442383
	Iteration 1F: 3 clusters Score -2129815 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2130164.000000 Penalty: 4833.442383
	Iteration 2F: 3 clusters Score -2130164 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2130420.000000 Penalty: 4833.442383
	Iteration 3Q: 3 clusters Score -2130420 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2130624.000000 Penalty: 4833.442383
	Iteration 4Q: 3 clusters Score -2130624 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2130770.000000 Penalty: 4833.442383
	Iteration 5Q: 3 clusters Score -2130770 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2130918.500000 Penalty: 4833.442383
	Iteration 6Q: 3 clusters Score -2130918 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2131060.250000 Penalty: 4833.442383
	Iteration 7Q: 3 clusters Score -2131060 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2131204.000000 Penalty: 4833.442383
	Iteration 8Q: 3 clusters Score -2131204 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2131385.750000 Penalty: 4833.442383
	Iteration 9Q: 3 clusters Score -2131386 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2131655.000000 Penalty: 4833.442383
	Iteration 10Q: 3 clusters Score -2131655 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2131991.250000 Penalty: 4833.442383
	Iteration 11Q: 3 clusters Score -2131991 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2132429.500000 Penalty: 4833.442383
	Iteration 12Q: 3 clusters Score -2132430 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2132986.500000 Penalty: 4833.442383
	Iteration 13Q: 3 clusters Score -2132986 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2133553.750000 Penalty: 4833.442383
	Iteration 14Q: 3 clusters Score -2133554 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2134072.750000 Penalty: 4833.442383
	Iteration 15Q: 3 clusters Score -2134073 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2134555.750000 Penalty: 4833.442383
	Iteration 16Q: 3 clusters Score -2134556 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2134963.750000 Penalty: 4833.442383
	Iteration 17Q: 3 clusters Score -2134964 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2135277.000000 Penalty: 4833.442383
	Iteration 18Q: 3 clusters Score -2135277 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2135499.000000 Penalty: 4833.442383
	Iteration 19Q: 3 clusters Score -2135499 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2135640.250000 Penalty: 4833.442383
	Iteration 20F: 3 clusters Score -2135640 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2135768.000000 Penalty: 4833.442383
	Iteration 21Q: 3 clusters Score -2135768 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2135854.250000 Penalty: 4833.442383
	Iteration 22Q: 3 clusters Score -2135854 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2135920.750000 Penalty: 4833.442383
	Iteration 23Q: 3 clusters Score -2135921 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2135958.500000 Penalty: 4833.442383
	Iteration 24Q: 3 clusters Score -2135958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2135988.250000 Penalty: 4833.442383
	Iteration 25Q: 3 clusters Score -2135988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2136015.750000 Penalty: 4833.442383
	Iteration 26Q: 3 clusters Score -2136016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2136045.000000 Penalty: 4833.442383
	Iteration 27Q: 3 clusters Score -2136045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2136054.750000 Penalty: 4833.442383
	Iteration 28Q: 3 clusters Score -2136055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2136060.250000 Penalty: 4833.442383
	Iteration 29Q: 3 clusters Score -2136060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2136069.500000 Penalty: 4833.442383
	Iteration 30Q: 3 clusters Score -2136070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2136079.500000 Penalty: 4833.442383
	Iteration 31Q: 3 clusters Score -2136080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2136083.500000 Penalty: 4833.442383
	Iteration 32Q: 3 clusters Score -2136084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2136085.750000 Penalty: 4833.442383
	Iteration 33Q: 3 clusters Score -2136086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2136087.750000 Penalty: 4833.442383
	Iteration 34Q: 3 clusters Score -2136088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2136087.750000 Penalty: 4833.442383
	Iteration 35F: 3 clusters Score -2136088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -459373.281250 Penalty: 2049.817627
	Iteration 0F: 2 clusters Score -459373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -455563.187500 Penalty: 4099.635254
	Iteration 0F: 3 clusters Score -455563.2 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -456472.718750 Penalty: 4099.635254
	Iteration 1F: 3 clusters Score -456472.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -456671.875000 Penalty: 4099.635254
	Iteration 2F: 3 clusters Score -456671.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -456798.437500 Penalty: 4099.635254
	Iteration 3F: 3 clusters Score -456798.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -456902.281250 Penalty: 4099.635254
	Iteration 4Q: 3 clusters Score -456902.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -456986.125000 Penalty: 4099.635254
	Iteration 5Q: 3 clusters Score -456986.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -457056.875000 Penalty: 4099.635254
	Iteration 6Q: 3 clusters Score -457056.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -457146.281250 Penalty: 4099.635254
	Iteration 7Q: 3 clusters Score -457146.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -457239.468750 Penalty: 4099.635254
	Iteration 8Q: 3 clusters Score -457239.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -457349.031250 Penalty: 4099.635254
	Iteration 9Q: 3 clusters Score -457349 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -457457.625000 Penalty: 4099.635254
	Iteration 10Q: 3 clusters Score -457457.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -457585.093750 Penalty: 4099.635254
	Iteration 11Q: 3 clusters Score -457585.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -457741.718750 Penalty: 4099.635254
	Iteration 12Q: 3 clusters Score -457741.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -457927.218750 Penalty: 4099.635254
	Iteration 13Q: 3 clusters Score -457927.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -458114.406250 Penalty: 4099.635254
	Iteration 14Q: 3 clusters Score -458114.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -458307.125000 Penalty: 4099.635254
	Iteration 15Q: 3 clusters Score -458307.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -458465.875000 Penalty: 4099.635254
	Iteration 16Q: 3 clusters Score -458465.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -458562.093750 Penalty: 4099.635254
	Iteration 17Q: 3 clusters Score -458562.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -458619.406250 Penalty: 4099.635254
	Iteration 18Q: 3 clusters Score -458619.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -458663.562500 Penalty: 4099.635254
	Iteration 19Q: 3 clusters Score -458663.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -458710.062500 Penalty: 4099.635254
	Iteration 20F: 3 clusters Score -458710.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -458757.781250 Penalty: 4099.635254
	Iteration 21Q: 3 clusters Score -458757.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -458786.031250 Penalty: 4099.635254
	Iteration 22Q: 3 clusters Score -458786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -458802.343750 Penalty: 4099.635254
	Iteration 23Q: 3 clusters Score -458802.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -458814.562500 Penalty: 4099.635254
	Iteration 24Q: 3 clusters Score -458814.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -458825.156250 Penalty: 4099.635254
	Iteration 25Q: 3 clusters Score -458825.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -458831.625000 Penalty: 4099.635254
	Iteration 26Q: 3 clusters Score -458831.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -458837.250000 Penalty: 4099.635254
	Iteration 27Q: 3 clusters Score -458837.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -458841.625000 Penalty: 4099.635254
	Iteration 28Q: 3 clusters Score -458841.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -458842.562500 Penalty: 4099.635254
	Iteration 29Q: 3 clusters Score -458842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -458842.625000 Penalty: 4099.635254
	Iteration 30Q: 3 clusters Score -458842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -458842.625000 Penalty: 4099.635254
	Iteration 31F: 3 clusters Score -458842.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Entering Unmasked Estep 
Score: -632418.562500 Penalty: 2130.752441
	Iteration 0F: 2 clusters Score -632418.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -627666.875000 Penalty: 4261.504883
	Iteration 0F: 3 clusters Score -627666.9 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -628926.812500 Penalty: 4261.504883
	Iteration 1F: 3 clusters Score -628926.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -629245.812500 Penalty: 4261.504883
	Iteration 2F: 3 clusters Score -629245.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -629499.937500 Penalty: 4261.504883
	Iteration 3F: 3 clusters Score -629499.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -629772.000000 Penalty: 4261.504883
	Iteration 4F: 3 clusters Score -629772 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -630075.750000 Penalty: 4261.504883
	Iteration 5F: 3 clusters Score -630075.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -630395.125000 Penalty: 4261.504883
	Iteration 6F: 3 clusters Score -630395.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -630671.125000 Penalty: 4261.504883
	Iteration 7F: 3 clusters Score -630671.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -630865.750000 Penalty: 4261.504883
	Iteration 8Q: 3 clusters Score -630865.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -630980.375000 Penalty: 4261.504883
	Iteration 9Q: 3 clusters Score -630980.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -631050.312500 Penalty: 4261.504883
	Iteration 10Q: 3 clusters Score -631050.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -631091.500000 Penalty: 4261.504883
	Iteration 11Q: 3 clusters Score -631091.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -631123.562500 Penalty: 4261.504883
	Iteration 12Q: 3 clusters Score -631123.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -631145.312500 Penalty: 4261.504883
	Iteration 13Q: 3 clusters Score -631145.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -631164.750000 Penalty: 4261.504883
	Iteration 14Q: 3 clusters Score -631164.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -631182.375000 Penalty: 4261.504883
	Iteration 15Q: 3 clusters Score -631182.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -631195.125000 Penalty: 4261.504883
	Iteration 16Q: 3 clusters Score -631195.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -631203.437500 Penalty: 4261.504883
	Iteration 17Q: 3 clusters Score -631203.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -631210.875000 Penalty: 4261.504883
	Iteration 18Q: 3 clusters Score -631210.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -631216.062500 Penalty: 4261.504883
	Iteration 19Q: 3 clusters Score -631216.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -631218.125000 Penalty: 4261.504883
	Iteration 20F: 3 clusters Score -631218.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -631222.312500 Penalty: 4261.504883
	Iteration 21Q: 3 clusters Score -631222.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -631227.000000 Penalty: 4261.504883
	Iteration 22Q: 3 clusters Score -631227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -631230.187500 Penalty: 4261.504883
	Iteration 23Q: 3 clusters Score -631230.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -631232.625000 Penalty: 4261.504883
	Iteration 24Q: 3 clusters Score -631232.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -631234.687500 Penalty: 4261.504883
	Iteration 25Q: 3 clusters Score -631234.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -631235.250000 Penalty: 4261.504883
	Iteration 26Q: 3 clusters Score -631235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -631237.625000 Penalty: 4261.504883
	Iteration 27Q: 3 clusters Score -631237.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -631238.937500 Penalty: 4261.504883
	Iteration 28Q: 3 clusters Score -631238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -631240.062500 Penalty: 4261.504883
	Iteration 29Q: 3 clusters Score -631240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -631239.437500 Penalty: 4261.504883
	Iteration 30Q: 3 clusters Score -631239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -631240.125000 Penalty: 4261.504883
	Iteration 31Q: 3 clusters Score -631240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -631240.687500 Penalty: 4261.504883
	Iteration 32Q: 3 clusters Score -631240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -631240.875000 Penalty: 4261.504883
	Iteration 33Q: 3 clusters Score -631240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -631243.062500 Penalty: 4261.504883
	Iteration 34Q: 3 clusters Score -631243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -631243.375000 Penalty: 4261.504883
	Iteration 35Q: 3 clusters Score -631243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -631243.062500 Penalty: 4261.504883
	Iteration 36Q: 3 clusters Score -631243.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -631245.312500 Penalty: 4261.504883
	Iteration 37Q: 3 clusters Score -631245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -631244.875000 Penalty: 4261.504883
	Iteration 38Q: 3 clusters Score -631244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -631244.875000 Penalty: 4261.504883
	Iteration 39F: 3 clusters Score -631244.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -53903.136719 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -53903.14 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 255 members 
Entering Unmasked Estep 
Score: -52449.890625 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -52449.89 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52763.941406 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -52763.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52985.058594 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -52985.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53098.257812 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -53098.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53197.160156 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -53197.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53343.691406 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -53343.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53499.332031 Penalty: 3123.366211
	Iteration 6F: 3 clusters Score -53499.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53636.152344 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -53636.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53822.632812 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -53822.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54133.046875 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -54133.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54284.527344 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -54284.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54443.781250 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -54443.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54501.757812 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -54501.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54506.417969 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -54506.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54510.234375 Penalty: 3123.366211
	Iteration 14F: 3 clusters Score -54510.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54547.144531 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -54547.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54576.296875 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -54576.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54594.199219 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -54594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54598.183594 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -54598.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54598.183594 Penalty: 3123.366211
	Iteration 19F: 3 clusters Score -54598.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 45718 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32380 members 
Mstep: Class 8 contains 137237 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 16262 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 18624 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 16913 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92704 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 17691 members 
Mstep: Class 29 contains 24494 members 
Mstep: Class 30 contains 56369 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 33213 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 18284 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19426 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17050 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2613 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91566 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8005 members 
Mstep: Class 57 contains 229093 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8424 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 8900 members 
Mstep: Class 62 contains 2208 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2855 members 
Mstep: Class 66 contains 7627 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6117 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3718 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3936 members 
Mstep: Class 76 contains 10343 members 
Mstep: Class 77 contains 314 members 
Entering Unmasked Estep 
Score: -154526272.000000 Penalty: 269023.500000
Splitting cluster 16 changes total score from -154526144.000000 to -154526272.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 17 (8091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Entering Unmasked Estep 
Score: -1004261.375000 Penalty: 2231.629883
	Iteration 0F: 2 clusters Score -1004261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -997779.875000 Penalty: 4463.259766
	Iteration 0F: 3 clusters Score -997779.9 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -999618.812500 Penalty: 4463.259766
	Iteration 1F: 3 clusters Score -999618.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -999937.125000 Penalty: 4463.259766
	Iteration 2F: 3 clusters Score -999937.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1000236.375000 Penalty: 4463.259766
	Iteration 3F: 3 clusters Score -1000236 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1000549.812500 Penalty: 4463.259766
	Iteration 4F: 3 clusters Score -1000550 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1000921.812500 Penalty: 4463.259766
	Iteration 5F: 3 clusters Score -1000922 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1001321.250000 Penalty: 4463.259766
	Iteration 6F: 3 clusters Score -1001321 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1001674.000000 Penalty: 4463.259766
	Iteration 7F: 3 clusters Score -1001674 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1001938.000000 Penalty: 4463.259766
	Iteration 8Q: 3 clusters Score -1001938 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1002144.937500 Penalty: 4463.259766
	Iteration 9Q: 3 clusters Score -1002145 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1002324.187500 Penalty: 4463.259766
	Iteration 10Q: 3 clusters Score -1002324 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1002493.125000 Penalty: 4463.259766
	Iteration 11Q: 3 clusters Score -1002493 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1002637.937500 Penalty: 4463.259766
	Iteration 12Q: 3 clusters Score -1002638 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1002772.375000 Penalty: 4463.259766
	Iteration 13Q: 3 clusters Score -1002772 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1002861.625000 Penalty: 4463.259766
	Iteration 14Q: 3 clusters Score -1002862 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1002915.187500 Penalty: 4463.259766
	Iteration 15Q: 3 clusters Score -1002915 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1002945.250000 Penalty: 4463.259766
	Iteration 16Q: 3 clusters Score -1002945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1002958.250000 Penalty: 4463.259766
	Iteration 17Q: 3 clusters Score -1002958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1002970.812500 Penalty: 4463.259766
	Iteration 18Q: 3 clusters Score -1002971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1002979.625000 Penalty: 4463.259766
	Iteration 19Q: 3 clusters Score -1002980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1002987.437500 Penalty: 4463.259766
	Iteration 20F: 3 clusters Score -1002987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1002997.062500 Penalty: 4463.259766
	Iteration 21Q: 3 clusters Score -1002997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1002999.437500 Penalty: 4463.259766
	Iteration 22Q: 3 clusters Score -1002999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1003001.437500 Penalty: 4463.259766
	Iteration 23Q: 3 clusters Score -1003001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1003001.437500 Penalty: 4463.259766
	Iteration 24F: 3 clusters Score -1003001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Entering Unmasked Estep 
Score: -2226418.250000 Penalty: 2438.387207
	Iteration 0F: 2 clusters Score -2226418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2213163.750000 Penalty: 4876.774414
	Iteration 0F: 3 clusters Score -2213164 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2217806.250000 Penalty: 4876.774414
	Iteration 1F: 3 clusters Score -2217806 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2218450.000000 Penalty: 4876.774414
	Iteration 2F: 3 clusters Score -2218450 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2219223.000000 Penalty: 4876.774414
	Iteration 3F: 3 clusters Score -2219223 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2220239.750000 Penalty: 4876.774414
	Iteration 4F: 3 clusters Score -2220240 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2221559.250000 Penalty: 4876.774414
	Iteration 5F: 3 clusters Score -2221559 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2223148.250000 Penalty: 4876.774414
	Iteration 6F: 3 clusters Score -2223148 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2224776.250000 Penalty: 4876.774414
	Iteration 7F: 3 clusters Score -2224776 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2226335.500000 Penalty: 4876.774414
	Iteration 8F: 3 clusters Score -2226336 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2227425.250000 Penalty: 4876.774414
	Iteration 9Q: 3 clusters Score -2227425 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2227830.750000 Penalty: 4876.774414
	Iteration 10Q: 3 clusters Score -2227831 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2227942.750000 Penalty: 4876.774414
	Iteration 11Q: 3 clusters Score -2227943 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2227985.250000 Penalty: 4876.774414
	Iteration 12Q: 3 clusters Score -2227985 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2228002.000000 Penalty: 4876.774414
	Iteration 13Q: 3 clusters Score -2228002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2228007.250000 Penalty: 4876.774414
	Iteration 14Q: 3 clusters Score -2228007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2228014.250000 Penalty: 4876.774414
	Iteration 15Q: 3 clusters Score -2228014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2228018.500000 Penalty: 4876.774414
	Iteration 16Q: 3 clusters Score -2228018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2228023.500000 Penalty: 4876.774414
	Iteration 17Q: 3 clusters Score -2228024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2228022.500000 Penalty: 4876.774414
	Iteration 18Q: 3 clusters Score -2228022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2228025.750000 Penalty: 4876.774414
	Iteration 19Q: 3 clusters Score -2228026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2228023.250000 Penalty: 4876.774414
	Iteration 20F: 3 clusters Score -2228023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2228024.250000 Penalty: 4876.774414
	Iteration 21Q: 3 clusters Score -2228024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2228027.750000 Penalty: 4876.774414
	Iteration 22Q: 3 clusters Score -2228028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2228027.500000 Penalty: 4876.774414
	Iteration 23Q: 3 clusters Score -2228028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2228027.000000 Penalty: 4876.774414
	Iteration 24Q: 3 clusters Score -2228027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2228027.500000 Penalty: 4876.774414
	Iteration 25Q: 3 clusters Score -2228028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2228027.500000 Penalty: 4876.774414
	Iteration 26F: 3 clusters Score -2228028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 45718 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32380 members 
Mstep: Class 8 contains 137237 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 16262 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 13474 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 16913 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92704 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 17691 members 
Mstep: Class 29 contains 24494 members 
Mstep: Class 30 contains 56369 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 33213 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 18284 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19426 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17050 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2613 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91566 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8005 members 
Mstep: Class 57 contains 229093 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8424 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 8900 members 
Mstep: Class 62 contains 2208 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2855 members 
Mstep: Class 66 contains 7627 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6117 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3718 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3936 members 
Mstep: Class 76 contains 10343 members 
Mstep: Class 77 contains 314 members 
Mstep: Class 78 contains 5150 members 
Entering Unmasked Estep 
Score: -154526512.000000 Penalty: 272517.312500
Splitting cluster 18 changes total score from -154526144.000000 to -154526512.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 19 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -341282.750000 Penalty: 1978.875977
	Iteration 0F: 2 clusters Score -341282.8 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 1471 members 
Entering Unmasked Estep 
Score: -338075.687500 Penalty: 3957.751953
	Iteration 0F: 3 clusters Score -338075.7 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -338839.281250 Penalty: 3957.751953
	Iteration 1F: 3 clusters Score -338839.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -339164.562500 Penalty: 3957.751953
	Iteration 2F: 3 clusters Score -339164.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -339493.375000 Penalty: 3957.751953
	Iteration 3F: 3 clusters Score -339493.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -339818.312500 Penalty: 3957.751953
	Iteration 4F: 3 clusters Score -339818.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -340260.968750 Penalty: 3957.751953
	Iteration 5F: 3 clusters Score -340261 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -340651.625000 Penalty: 3957.751953
	Iteration 6F: 3 clusters Score -340651.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -340860.156250 Penalty: 3957.751953
	Iteration 7Q: 3 clusters Score -340860.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -341002.468750 Penalty: 3957.751953
	Iteration 8Q: 3 clusters Score -341002.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -341076.093750 Penalty: 3957.751953
	Iteration 9Q: 3 clusters Score -341076.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -341117.843750 Penalty: 3957.751953
	Iteration 10Q: 3 clusters Score -341117.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -341138.468750 Penalty: 3957.751953
	Iteration 11Q: 3 clusters Score -341138.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -341148.187500 Penalty: 3957.751953
	Iteration 12Q: 3 clusters Score -341148.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -341160.406250 Penalty: 3957.751953
	Iteration 13Q: 3 clusters Score -341160.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -341166.312500 Penalty: 3957.751953
	Iteration 14Q: 3 clusters Score -341166.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -341170.968750 Penalty: 3957.751953
	Iteration 15Q: 3 clusters Score -341171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -341179.625000 Penalty: 3957.751953
	Iteration 16Q: 3 clusters Score -341179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -341179.437500 Penalty: 3957.751953
	Iteration 17Q: 3 clusters Score -341179.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -341179.437500 Penalty: 3957.751953
	Iteration 18F: 3 clusters Score -341179.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Entering Unmasked Estep 
Score: -502910.406250 Penalty: 2072.600098
	Iteration 0F: 2 clusters Score -502910.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -498870.312500 Penalty: 4145.200195
	Iteration 0F: 3 clusters Score -498870.3 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -499808.656250 Penalty: 4145.200195
	Iteration 1F: 3 clusters Score -499808.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -500014.531250 Penalty: 4145.200195
	Iteration 2F: 3 clusters Score -500014.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -500179.187500 Penalty: 4145.200195
	Iteration 3F: 3 clusters Score -500179.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -500320.093750 Penalty: 4145.200195
	Iteration 4Q: 3 clusters Score -500320.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -500430.875000 Penalty: 4145.200195
	Iteration 5Q: 3 clusters Score -500430.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -500534.406250 Penalty: 4145.200195
	Iteration 6Q: 3 clusters Score -500534.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -500629.937500 Penalty: 4145.200195
	Iteration 7Q: 3 clusters Score -500629.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -500731.937500 Penalty: 4145.200195
	Iteration 8Q: 3 clusters Score -500731.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -500823.281250 Penalty: 4145.200195
	Iteration 9Q: 3 clusters Score -500823.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -500903.000000 Penalty: 4145.200195
	Iteration 10Q: 3 clusters Score -500903 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -500994.468750 Penalty: 4145.200195
	Iteration 11Q: 3 clusters Score -500994.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -501073.125000 Penalty: 4145.200195
	Iteration 12Q: 3 clusters Score -501073.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -501136.906250 Penalty: 4145.200195
	Iteration 13Q: 3 clusters Score -501136.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -501205.781250 Penalty: 4145.200195
	Iteration 14Q: 3 clusters Score -501205.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -501277.031250 Penalty: 4145.200195
	Iteration 15Q: 3 clusters Score -501277 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -501333.125000 Penalty: 4145.200195
	Iteration 16Q: 3 clusters Score -501333.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -501374.718750 Penalty: 4145.200195
	Iteration 17Q: 3 clusters Score -501374.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -501407.562500 Penalty: 4145.200195
	Iteration 18Q: 3 clusters Score -501407.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -501425.750000 Penalty: 4145.200195
	Iteration 19Q: 3 clusters Score -501425.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -501436.687500 Penalty: 4145.200195
	Iteration 20F: 3 clusters Score -501436.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -501443.812500 Penalty: 4145.200195
	Iteration 21Q: 3 clusters Score -501443.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -501451.375000 Penalty: 4145.200195
	Iteration 22Q: 3 clusters Score -501451.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -501459.625000 Penalty: 4145.200195
	Iteration 23Q: 3 clusters Score -501459.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -501466.875000 Penalty: 4145.200195
	Iteration 24Q: 3 clusters Score -501466.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -501471.843750 Penalty: 4145.200195
	Iteration 25Q: 3 clusters Score -501471.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -501476.218750 Penalty: 4145.200195
	Iteration 26Q: 3 clusters Score -501476.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -501481.718750 Penalty: 4145.200195
	Iteration 27Q: 3 clusters Score -501481.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -501482.656250 Penalty: 4145.200195
	Iteration 28Q: 3 clusters Score -501482.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -501484.093750 Penalty: 4145.200195
	Iteration 29Q: 3 clusters Score -501484.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -501486.406250 Penalty: 4145.200195
	Iteration 30Q: 3 clusters Score -501486.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -501490.750000 Penalty: 4145.200195
	Iteration 31Q: 3 clusters Score -501490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -501490.593750 Penalty: 4145.200195
	Iteration 32Q: 3 clusters Score -501490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -501492.156250 Penalty: 4145.200195
	Iteration 33Q: 3 clusters Score -501492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -501492.500000 Penalty: 4145.200195
	Iteration 34Q: 3 clusters Score -501492.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -501493.687500 Penalty: 4145.200195
	Iteration 35Q: 3 clusters Score -501493.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -501494.875000 Penalty: 4145.200195
	Iteration 36Q: 3 clusters Score -501494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -501497.906250 Penalty: 4145.200195
	Iteration 37Q: 3 clusters Score -501497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -501500.531250 Penalty: 4145.200195
	Iteration 38Q: 3 clusters Score -501500.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -501505.000000 Penalty: 4145.200195
	Iteration 39Q: 3 clusters Score -501505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -501506.468750 Penalty: 4145.200195
	Iteration 40F: 3 clusters Score -501506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -501507.500000 Penalty: 4145.200195
	Iteration 41Q: 3 clusters Score -501507.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -501509.156250 Penalty: 4145.200195
	Iteration 42Q: 3 clusters Score -501509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -501510.187500 Penalty: 4145.200195
	Iteration 43Q: 3 clusters Score -501510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -501510.625000 Penalty: 4145.200195
	Iteration 44Q: 3 clusters Score -501510.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -501511.968750 Penalty: 4145.200195
	Iteration 45Q: 3 clusters Score -501512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -501512.156250 Penalty: 4145.200195
	Iteration 46Q: 3 clusters Score -501512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -501513.218750 Penalty: 4145.200195
	Iteration 47Q: 3 clusters Score -501513.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -501513.218750 Penalty: 4145.200195
	Iteration 48F: 3 clusters Score -501513.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Entering Unmasked Estep 
Score: -479092.468750 Penalty: 2053.176270
	Iteration 0F: 2 clusters Score -479092.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -475188.468750 Penalty: 4106.352539
	Iteration 0F: 3 clusters Score -475188.5 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -476023.656250 Penalty: 4106.352539
	Iteration 1F: 3 clusters Score -476023.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -476201.218750 Penalty: 4106.352539
	Iteration 2F: 3 clusters Score -476201.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -476307.343750 Penalty: 4106.352539
	Iteration 3Q: 3 clusters Score -476307.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -476375.375000 Penalty: 4106.352539
	Iteration 4Q: 3 clusters Score -476375.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -476433.437500 Penalty: 4106.352539
	Iteration 5Q: 3 clusters Score -476433.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -476475.718750 Penalty: 4106.352539
	Iteration 6Q: 3 clusters Score -476475.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -476502.312500 Penalty: 4106.352539
	Iteration 7Q: 3 clusters Score -476502.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -476522.562500 Penalty: 4106.352539
	Iteration 8Q: 3 clusters Score -476522.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -476540.843750 Penalty: 4106.352539
	Iteration 9Q: 3 clusters Score -476540.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -476561.125000 Penalty: 4106.352539
	Iteration 10Q: 3 clusters Score -476561.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -476583.937500 Penalty: 4106.352539
	Iteration 11Q: 3 clusters Score -476583.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -476600.343750 Penalty: 4106.352539
	Iteration 12Q: 3 clusters Score -476600.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -476615.812500 Penalty: 4106.352539
	Iteration 13Q: 3 clusters Score -476615.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -476629.031250 Penalty: 4106.352539
	Iteration 14Q: 3 clusters Score -476629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -476642.531250 Penalty: 4106.352539
	Iteration 15Q: 3 clusters Score -476642.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -476653.875000 Penalty: 4106.352539
	Iteration 16Q: 3 clusters Score -476653.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -476663.781250 Penalty: 4106.352539
	Iteration 17Q: 3 clusters Score -476663.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -476672.375000 Penalty: 4106.352539
	Iteration 18Q: 3 clusters Score -476672.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -476684.343750 Penalty: 4106.352539
	Iteration 19Q: 3 clusters Score -476684.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -476692.500000 Penalty: 4106.352539
	Iteration 20F: 3 clusters Score -476692.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -476698.343750 Penalty: 4106.352539
	Iteration 21Q: 3 clusters Score -476698.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -476705.875000 Penalty: 4106.352539
	Iteration 22Q: 3 clusters Score -476705.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -476712.593750 Penalty: 4106.352539
	Iteration 23Q: 3 clusters Score -476712.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -476717.437500 Penalty: 4106.352539
	Iteration 24Q: 3 clusters Score -476717.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -476723.031250 Penalty: 4106.352539
	Iteration 25Q: 3 clusters Score -476723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -476726.843750 Penalty: 4106.352539
	Iteration 26Q: 3 clusters Score -476726.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -476729.625000 Penalty: 4106.352539
	Iteration 27Q: 3 clusters Score -476729.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -476734.812500 Penalty: 4106.352539
	Iteration 28Q: 3 clusters Score -476734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -476737.375000 Penalty: 4106.352539
	Iteration 29Q: 3 clusters Score -476737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -476736.281250 Penalty: 4106.352539
	Iteration 30Q: 3 clusters Score -476736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -476736.937500 Penalty: 4106.352539
	Iteration 31Q: 3 clusters Score -476736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -476738.406250 Penalty: 4106.352539
	Iteration 32Q: 3 clusters Score -476738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -476738.718750 Penalty: 4106.352539
	Iteration 33Q: 3 clusters Score -476738.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -476740.687500 Penalty: 4106.352539
	Iteration 34Q: 3 clusters Score -476740.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -476740.406250 Penalty: 4106.352539
	Iteration 35Q: 3 clusters Score -476740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -476742.281250 Penalty: 4106.352539
	Iteration 36Q: 3 clusters Score -476742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -476743.281250 Penalty: 4106.352539
	Iteration 37Q: 3 clusters Score -476743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -476743.406250 Penalty: 4106.352539
	Iteration 38Q: 3 clusters Score -476743.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -476744.281250 Penalty: 4106.352539
	Iteration 39Q: 3 clusters Score -476744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -476744.656250 Penalty: 4106.352539
	Iteration 40F: 3 clusters Score -476744.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -476745.093750 Penalty: 4106.352539
	Iteration 41Q: 3 clusters Score -476745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -476746.500000 Penalty: 4106.352539
	Iteration 42Q: 3 clusters Score -476746.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -476747.468750 Penalty: 4106.352539
	Iteration 43Q: 3 clusters Score -476747.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -476748.406250 Penalty: 4106.352539
	Iteration 44Q: 3 clusters Score -476748.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -476749.531250 Penalty: 4106.352539
	Iteration 45Q: 3 clusters Score -476749.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -476749.781250 Penalty: 4106.352539
	Iteration 46Q: 3 clusters Score -476749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -476750.718750 Penalty: 4106.352539
	Iteration 47Q: 3 clusters Score -476750.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -476753.968750 Penalty: 4106.352539
	Iteration 48Q: 3 clusters Score -476754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -476756.156250 Penalty: 4106.352539
	Iteration 49Q: 3 clusters Score -476756.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -476760.093750 Penalty: 4106.352539
	Iteration 50Q: 3 clusters Score -476760.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -476763.781250 Penalty: 4106.352539
	Iteration 51Q: 3 clusters Score -476763.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -476766.750000 Penalty: 4106.352539
	Iteration 52Q: 3 clusters Score -476766.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -476769.468750 Penalty: 4106.352539
	Iteration 53Q: 3 clusters Score -476769.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -476772.687500 Penalty: 4106.352539
	Iteration 54Q: 3 clusters Score -476772.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -476776.906250 Penalty: 4106.352539
	Iteration 55Q: 3 clusters Score -476776.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -476781.000000 Penalty: 4106.352539
	Iteration 56Q: 3 clusters Score -476781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -476781.968750 Penalty: 4106.352539
	Iteration 57Q: 3 clusters Score -476782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -476784.187500 Penalty: 4106.352539
	Iteration 58Q: 3 clusters Score -476784.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -476785.406250 Penalty: 4106.352539
	Iteration 59Q: 3 clusters Score -476785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -476786.187500 Penalty: 4106.352539
	Iteration 60F: 3 clusters Score -476786.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -476786.281250 Penalty: 4106.352539
	Iteration 61Q: 3 clusters Score -476786.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -476786.562500 Penalty: 4106.352539
	Iteration 62Q: 3 clusters Score -476786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -476787.250000 Penalty: 4106.352539
	Iteration 63Q: 3 clusters Score -476787.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -476789.000000 Penalty: 4106.352539
	Iteration 64Q: 3 clusters Score -476789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -476790.406250 Penalty: 4106.352539
	Iteration 65Q: 3 clusters Score -476790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -476792.218750 Penalty: 4106.352539
	Iteration 66Q: 3 clusters Score -476792.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -476794.593750 Penalty: 4106.352539
	Iteration 67Q: 3 clusters Score -476794.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -476796.656250 Penalty: 4106.352539
	Iteration 68Q: 3 clusters Score -476796.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -476798.187500 Penalty: 4106.352539
	Iteration 69Q: 3 clusters Score -476798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -476800.562500 Penalty: 4106.352539
	Iteration 70Q: 3 clusters Score -476800.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -476803.531250 Penalty: 4106.352539
	Iteration 71Q: 3 clusters Score -476803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -476806.968750 Penalty: 4106.352539
	Iteration 72Q: 3 clusters Score -476807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -476809.375000 Penalty: 4106.352539
	Iteration 73Q: 3 clusters Score -476809.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -476812.093750 Penalty: 4106.352539
	Iteration 74Q: 3 clusters Score -476812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -476812.281250 Penalty: 4106.352539
	Iteration 75Q: 3 clusters Score -476812.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -476814.406250 Penalty: 4106.352539
	Iteration 76Q: 3 clusters Score -476814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -476815.312500 Penalty: 4106.352539
	Iteration 77Q: 3 clusters Score -476815.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -476817.343750 Penalty: 4106.352539
	Iteration 78Q: 3 clusters Score -476817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -476818.906250 Penalty: 4106.352539
	Iteration 79Q: 3 clusters Score -476818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -476821.531250 Penalty: 4106.352539
	Iteration 80F: 3 clusters Score -476821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -476820.781250 Penalty: 4106.352539
	Iteration 81Q: 3 clusters Score -476820.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -476824.375000 Penalty: 4106.352539
	Iteration 82Q: 3 clusters Score -476824.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -476826.156250 Penalty: 4106.352539
	Iteration 83Q: 3 clusters Score -476826.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -476827.937500 Penalty: 4106.352539
	Iteration 84Q: 3 clusters Score -476827.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -476829.812500 Penalty: 4106.352539
	Iteration 85Q: 3 clusters Score -476829.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -476830.937500 Penalty: 4106.352539
	Iteration 86Q: 3 clusters Score -476830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -476831.187500 Penalty: 4106.352539
	Iteration 87Q: 3 clusters Score -476831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -476831.312500 Penalty: 4106.352539
	Iteration 88Q: 3 clusters Score -476831.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -476831.312500 Penalty: 4106.352539
	Iteration 89F: 3 clusters Score -476831.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95640 members 
Entering Unmasked Estep 
Score: -11619511.000000 Penalty: 2844.149902
	Iteration 0F: 2 clusters Score -1.161951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -11555670.000000 Penalty: 5688.299805
	Iteration 0F: 3 clusters Score -1.155567e+07 nChanged 45136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -11581189.000000 Penalty: 5688.299805
	Iteration 1F: 3 clusters Score -1.158119e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -11581758.000000 Penalty: 5688.299805
	Iteration 2Q: 3 clusters Score -1.158176e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -11582551.000000 Penalty: 5688.299805
	Iteration 3Q: 3 clusters Score -1.158255e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -11583599.000000 Penalty: 5688.299805
	Iteration 4Q: 3 clusters Score -1.15836e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -11585158.000000 Penalty: 5688.299805
	Iteration 5Q: 3 clusters Score -1.158516e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -11587705.000000 Penalty: 5688.299805
	Iteration 6F: 3 clusters Score -1.15877e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 68457 members 
Entering Unmasked Estep 
Score: -11592198.000000 Penalty: 5688.299805
	Iteration 7F: 3 clusters Score -1.15922e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 76336 members 
Entering Unmasked Estep 
Score: -11598929.000000 Penalty: 5688.299805
	Iteration 8F: 3 clusters Score -1.159893e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 84395 members 
Entering Unmasked Estep 
Score: -11606700.000000 Penalty: 5688.299805
	Iteration 9F: 3 clusters Score -1.16067e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 90225 members 
Entering Unmasked Estep 
Score: -11612326.000000 Penalty: 5688.299805
	Iteration 10F: 3 clusters Score -1.161233e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -11615173.000000 Penalty: 5688.299805
	Iteration 11Q: 3 clusters Score -1.161517e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 94366 members 
Entering Unmasked Estep 
Score: -11616257.000000 Penalty: 5688.299805
	Iteration 12Q: 3 clusters Score -1.161626e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 94803 members 
Entering Unmasked Estep 
Score: -11616646.000000 Penalty: 5688.299805
	Iteration 13Q: 3 clusters Score -1.161665e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -11616805.000000 Penalty: 5688.299805
	Iteration 14Q: 3 clusters Score -1.16168e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 95084 members 
Entering Unmasked Estep 
Score: -11616899.000000 Penalty: 5688.299805
	Iteration 15Q: 3 clusters Score -1.16169e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 95136 members 
Entering Unmasked Estep 
Score: -11616950.000000 Penalty: 5688.299805
	Iteration 16Q: 3 clusters Score -1.161695e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 95162 members 
Entering Unmasked Estep 
Score: -11616995.000000 Penalty: 5688.299805
	Iteration 17Q: 3 clusters Score -1.1617e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -11617019.000000 Penalty: 5688.299805
	Iteration 18Q: 3 clusters Score -1.161702e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 95198 members 
Entering Unmasked Estep 
Score: -11617044.000000 Penalty: 5688.299805
	Iteration 19Q: 3 clusters Score -1.161704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -11617050.000000 Penalty: 5688.299805
	Iteration 20F: 3 clusters Score -1.161705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -11617043.000000 Penalty: 5688.299805
	Iteration 21Q: 3 clusters Score -1.161704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 95217 members 
Entering Unmasked Estep 
Score: -11617055.000000 Penalty: 5688.299805
	Iteration 22Q: 3 clusters Score -1.161706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 95222 members 
Entering Unmasked Estep 
Score: -11617070.000000 Penalty: 5688.299805
	Iteration 23Q: 3 clusters Score -1.161707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 95227 members 
Entering Unmasked Estep 
Score: -11617070.000000 Penalty: 5688.299805
	Iteration 24Q: 3 clusters Score -1.161707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -11617082.000000 Penalty: 5688.299805
	Iteration 25Q: 3 clusters Score -1.161708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 95243 members 
Entering Unmasked Estep 
Score: -11617092.000000 Penalty: 5688.299805
	Iteration 26Q: 3 clusters Score -1.161709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 95247 members 
Entering Unmasked Estep 
Score: -11617104.000000 Penalty: 5688.299805
	Iteration 27Q: 3 clusters Score -1.16171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 95251 members 
Entering Unmasked Estep 
Score: -11617103.000000 Penalty: 5688.299805
	Iteration 28Q: 3 clusters Score -1.16171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 95257 members 
Entering Unmasked Estep 
Score: -11617117.000000 Penalty: 5688.299805
	Iteration 29Q: 3 clusters Score -1.161712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -11617133.000000 Penalty: 5688.299805
	Iteration 30Q: 3 clusters Score -1.161713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -11617138.000000 Penalty: 5688.299805
	Iteration 31Q: 3 clusters Score -1.161714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 95274 members 
Entering Unmasked Estep 
Score: -11617151.000000 Penalty: 5688.299805
	Iteration 32Q: 3 clusters Score -1.161715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 95275 members 
Entering Unmasked Estep 
Score: -11617148.000000 Penalty: 5688.299805
	Iteration 33Q: 3 clusters Score -1.161715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 95277 members 
Entering Unmasked Estep 
Score: -11617148.000000 Penalty: 5688.299805
	Iteration 34Q: 3 clusters Score -1.161715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 95278 members 
Entering Unmasked Estep 
Score: -11617150.000000 Penalty: 5688.299805
	Iteration 35Q: 3 clusters Score -1.161715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 95280 members 
Entering Unmasked Estep 
Score: -11617160.000000 Penalty: 5688.299805
	Iteration 36Q: 3 clusters Score -1.161716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 95279 members 
Entering Unmasked Estep 
Score: -11617157.000000 Penalty: 5688.299805
	Iteration 37Q: 3 clusters Score -1.161716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 95279 members 
Entering Unmasked Estep 
Score: -11617157.000000 Penalty: 5688.299805
	Iteration 38F: 3 clusters Score -1.161716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Entering Unmasked Estep 
Score: -2102872.000000 Penalty: 2414.487793
	Iteration 0F: 2 clusters Score -2102872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2090847.125000 Penalty: 4828.975586
	Iteration 0F: 3 clusters Score -2090847 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2094832.375000 Penalty: 4828.975586
	Iteration 1F: 3 clusters Score -2094832 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2095176.625000 Penalty: 4828.975586
	Iteration 2F: 3 clusters Score -2095177 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2095456.625000 Penalty: 4828.975586
	Iteration 3Q: 3 clusters Score -2095457 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2095678.000000 Penalty: 4828.975586
	Iteration 4Q: 3 clusters Score -2095678 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2095868.000000 Penalty: 4828.975586
	Iteration 5Q: 3 clusters Score -2095868 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2096056.375000 Penalty: 4828.975586
	Iteration 6Q: 3 clusters Score -2096056 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2096251.875000 Penalty: 4828.975586
	Iteration 7Q: 3 clusters Score -2096252 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2096499.375000 Penalty: 4828.975586
	Iteration 8Q: 3 clusters Score -2096499 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2096843.875000 Penalty: 4828.975586
	Iteration 9Q: 3 clusters Score -2096844 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2097265.000000 Penalty: 4828.975586
	Iteration 10Q: 3 clusters Score -2097265 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2097716.000000 Penalty: 4828.975586
	Iteration 11Q: 3 clusters Score -2097716 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2098150.500000 Penalty: 4828.975586
	Iteration 12Q: 3 clusters Score -2098150 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2098531.750000 Penalty: 4828.975586
	Iteration 13Q: 3 clusters Score -2098532 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2098895.250000 Penalty: 4828.975586
	Iteration 14Q: 3 clusters Score -2098895 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2099215.500000 Penalty: 4828.975586
	Iteration 15Q: 3 clusters Score -2099216 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2099455.500000 Penalty: 4828.975586
	Iteration 16Q: 3 clusters Score -2099456 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2099652.750000 Penalty: 4828.975586
	Iteration 17Q: 3 clusters Score -2099653 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2099824.250000 Penalty: 4828.975586
	Iteration 18Q: 3 clusters Score -2099824 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2099964.000000 Penalty: 4828.975586
	Iteration 19Q: 3 clusters Score -2099964 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2100078.250000 Penalty: 4828.975586
	Iteration 20F: 3 clusters Score -2100078 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2100188.000000 Penalty: 4828.975586
	Iteration 21Q: 3 clusters Score -2100188 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2100295.500000 Penalty: 4828.975586
	Iteration 22Q: 3 clusters Score -2100296 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2100377.750000 Penalty: 4828.975586
	Iteration 23Q: 3 clusters Score -2100378 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2100445.250000 Penalty: 4828.975586
	Iteration 24Q: 3 clusters Score -2100445 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2100504.000000 Penalty: 4828.975586
	Iteration 25Q: 3 clusters Score -2100504 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2100551.500000 Penalty: 4828.975586
	Iteration 26Q: 3 clusters Score -2100552 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2100596.000000 Penalty: 4828.975586
	Iteration 27Q: 3 clusters Score -2100596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2100640.000000 Penalty: 4828.975586
	Iteration 28Q: 3 clusters Score -2100640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2100671.750000 Penalty: 4828.975586
	Iteration 29Q: 3 clusters Score -2100672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2100708.000000 Penalty: 4828.975586
	Iteration 30Q: 3 clusters Score -2100708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2100722.750000 Penalty: 4828.975586
	Iteration 31Q: 3 clusters Score -2100723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2100733.250000 Penalty: 4828.975586
	Iteration 32Q: 3 clusters Score -2100733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2100738.500000 Penalty: 4828.975586
	Iteration 33Q: 3 clusters Score -2100738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2100750.750000 Penalty: 4828.975586
	Iteration 34Q: 3 clusters Score -2100751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2100765.000000 Penalty: 4828.975586
	Iteration 35Q: 3 clusters Score -2100765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2100776.750000 Penalty: 4828.975586
	Iteration 36Q: 3 clusters Score -2100777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2100790.500000 Penalty: 4828.975586
	Iteration 37Q: 3 clusters Score -2100790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2100794.000000 Penalty: 4828.975586
	Iteration 38Q: 3 clusters Score -2100794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2100800.000000 Penalty: 4828.975586
	Iteration 39Q: 3 clusters Score -2100800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2100800.000000 Penalty: 4828.975586
	Iteration 40F: 3 clusters Score -2100800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2100800.500000 Penalty: 4828.975586
	Iteration 41Q: 3 clusters Score -2100800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2100801.500000 Penalty: 4828.975586
	Iteration 42Q: 3 clusters Score -2100802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2100802.500000 Penalty: 4828.975586
	Iteration 43Q: 3 clusters Score -2100802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2100802.250000 Penalty: 4828.975586
	Iteration 44Q: 3 clusters Score -2100802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2100807.750000 Penalty: 4828.975586
	Iteration 45Q: 3 clusters Score -2100808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2100806.750000 Penalty: 4828.975586
	Iteration 46Q: 3 clusters Score -2100807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2100810.000000 Penalty: 4828.975586
	Iteration 47Q: 3 clusters Score -2100810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2100818.750000 Penalty: 4828.975586
	Iteration 48Q: 3 clusters Score -2100819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2100821.500000 Penalty: 4828.975586
	Iteration 49Q: 3 clusters Score -2100822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2100820.250000 Penalty: 4828.975586
	Iteration 50Q: 3 clusters Score -2100820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2100826.500000 Penalty: 4828.975586
	Iteration 51Q: 3 clusters Score -2100826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2100827.500000 Penalty: 4828.975586
	Iteration 52Q: 3 clusters Score -2100828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2100826.500000 Penalty: 4828.975586
	Iteration 53Q: 3 clusters Score -2100826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2100827.750000 Penalty: 4828.975586
	Iteration 54Q: 3 clusters Score -2100828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2100826.250000 Penalty: 4828.975586
	Iteration 55Q: 3 clusters Score -2100826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2100826.250000 Penalty: 4828.975586
	Iteration 56F: 3 clusters Score -2100826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -168296.703125 Penalty: 1852.191406
	Iteration 0F: 2 clusters Score -168296.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -165998.531250 Penalty: 3704.382812
	Iteration 0F: 3 clusters Score -165998.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -166770.812500 Penalty: 3704.382812
	Iteration 1F: 3 clusters Score -166770.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -167253.046875 Penalty: 3704.382812
	Iteration 2F: 3 clusters Score -167253 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -167703.078125 Penalty: 3704.382812
	Iteration 3F: 3 clusters Score -167703.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -167995.703125 Penalty: 3704.382812
	Iteration 4F: 3 clusters Score -167995.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -168153.781250 Penalty: 3704.382812
	Iteration 5Q: 3 clusters Score -168153.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -168230.093750 Penalty: 3704.382812
	Iteration 6Q: 3 clusters Score -168230.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -168264.250000 Penalty: 3704.382812
	Iteration 7Q: 3 clusters Score -168264.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -168281.687500 Penalty: 3704.382812
	Iteration 8Q: 3 clusters Score -168281.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -168295.156250 Penalty: 3704.382812
	Iteration 9Q: 3 clusters Score -168295.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -168306.562500 Penalty: 3704.382812
	Iteration 10Q: 3 clusters Score -168306.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -168309.109375 Penalty: 3704.382812
	Iteration 11Q: 3 clusters Score -168309.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -168314.531250 Penalty: 3704.382812
	Iteration 12Q: 3 clusters Score -168314.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -168320.109375 Penalty: 3704.382812
	Iteration 13Q: 3 clusters Score -168320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -168320.921875 Penalty: 3704.382812
	Iteration 14Q: 3 clusters Score -168320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -168322.031250 Penalty: 3704.382812
	Iteration 15Q: 3 clusters Score -168322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -168323.734375 Penalty: 3704.382812
	Iteration 16Q: 3 clusters Score -168323.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -168325.765625 Penalty: 3704.382812
	Iteration 17Q: 3 clusters Score -168325.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -168331.921875 Penalty: 3704.382812
	Iteration 18Q: 3 clusters Score -168331.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -168336.218750 Penalty: 3704.382812
	Iteration 19Q: 3 clusters Score -168336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -168337.687500 Penalty: 3704.382812
	Iteration 20F: 3 clusters Score -168337.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -168341.062500 Penalty: 3704.382812
	Iteration 21Q: 3 clusters Score -168341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -168342.406250 Penalty: 3704.382812
	Iteration 22Q: 3 clusters Score -168342.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -168342.906250 Penalty: 3704.382812
	Iteration 23Q: 3 clusters Score -168342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -168343.843750 Penalty: 3704.382812
	Iteration 24Q: 3 clusters Score -168343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -168344.406250 Penalty: 3704.382812
	Iteration 25Q: 3 clusters Score -168344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -168345.500000 Penalty: 3704.382812
	Iteration 26Q: 3 clusters Score -168345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -168349.953125 Penalty: 3704.382812
	Iteration 27Q: 3 clusters Score -168350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -168350.296875 Penalty: 3704.382812
	Iteration 28Q: 3 clusters Score -168350.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -168350.296875 Penalty: 3704.382812
	Iteration 29F: 3 clusters Score -168350.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 45718 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32380 members 
Mstep: Class 8 contains 137237 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 16262 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 13474 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 16913 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 92704 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 17691 members 
Mstep: Class 29 contains 24494 members 
Mstep: Class 30 contains 56369 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 33213 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 18284 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19426 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17050 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2613 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91566 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8005 members 
Mstep: Class 57 contains 229093 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8424 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 8900 members 
Mstep: Class 62 contains 2208 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2855 members 
Mstep: Class 66 contains 7627 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6117 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3718 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3936 members 
Mstep: Class 76 contains 10343 members 
Mstep: Class 77 contains 314 members 
Mstep: Class 78 contains 5150 members 
Mstep: Class 79 contains 771 members 
Entering Unmasked Estep 
Score: -154524768.000000 Penalty: 276011.125000
Splitting cluster 24 changes total score from -154526144.000000 to -154524768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (92704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92704 members 
Entering Unmasked Estep 
Score: -11352368.000000 Penalty: 2836.417480
	Iteration 0F: 2 clusters Score -1.135237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -11290373.000000 Penalty: 5672.834961
	Iteration 0F: 3 clusters Score -1.129037e+07 nChanged 43762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -11315094.000000 Penalty: 5672.834961
	Iteration 1F: 3 clusters Score -1.131509e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -11315699.000000 Penalty: 5672.834961
	Iteration 2Q: 3 clusters Score -1.13157e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -11316361.000000 Penalty: 5672.834961
	Iteration 3Q: 3 clusters Score -1.131636e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -11317105.000000 Penalty: 5672.834961
	Iteration 4Q: 3 clusters Score -1.13171e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -11318334.000000 Penalty: 5672.834961
	Iteration 5Q: 3 clusters Score -1.131833e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -11320249.000000 Penalty: 5672.834961
	Iteration 6Q: 3 clusters Score -1.132025e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -11323404.000000 Penalty: 5672.834961
	Iteration 7F: 3 clusters Score -1.13234e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -11327729.000000 Penalty: 5672.834961
	Iteration 8F: 3 clusters Score -1.132773e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -11333066.000000 Penalty: 5672.834961
	Iteration 9F: 3 clusters Score -1.133307e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -11337905.000000 Penalty: 5672.834961
	Iteration 10F: 3 clusters Score -1.13379e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -11341497.000000 Penalty: 5672.834961
	Iteration 11F: 3 clusters Score -1.13415e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 74177 members 
Entering Unmasked Estep 
Score: -11343989.000000 Penalty: 5672.834961
	Iteration 12Q: 3 clusters Score -1.134399e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 77127 members 
Entering Unmasked Estep 
Score: -11345721.000000 Penalty: 5672.834961
	Iteration 13Q: 3 clusters Score -1.134572e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 79529 members 
Entering Unmasked Estep 
Score: -11346903.000000 Penalty: 5672.834961
	Iteration 14Q: 3 clusters Score -1.13469e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
Score: -11347854.000000 Penalty: 5672.834961
	Iteration 15Q: 3 clusters Score -1.134785e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -11348504.000000 Penalty: 5672.834961
	Iteration 16Q: 3 clusters Score -1.13485e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -11348956.000000 Penalty: 5672.834961
	Iteration 17Q: 3 clusters Score -1.134896e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -11349304.000000 Penalty: 5672.834961
	Iteration 18Q: 3 clusters Score -1.13493e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 86444 members 
Entering Unmasked Estep 
Score: -11349579.000000 Penalty: 5672.834961
	Iteration 19Q: 3 clusters Score -1.134958e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 87065 members 
Entering Unmasked Estep 
Score: -11349748.000000 Penalty: 5672.834961
	Iteration 20F: 3 clusters Score -1.134975e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -11349905.000000 Penalty: 5672.834961
	Iteration 21Q: 3 clusters Score -1.13499e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 87975 members 
Entering Unmasked Estep 
Score: -11350015.000000 Penalty: 5672.834961
	Iteration 22Q: 3 clusters Score -1.135002e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -11350085.000000 Penalty: 5672.834961
	Iteration 23Q: 3 clusters Score -1.135008e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 88606 members 
Entering Unmasked Estep 
Score: -11350160.000000 Penalty: 5672.834961
	Iteration 24Q: 3 clusters Score -1.135016e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -11350214.000000 Penalty: 5672.834961
	Iteration 25Q: 3 clusters Score -1.135021e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 89058 members 
Entering Unmasked Estep 
Score: -11350269.000000 Penalty: 5672.834961
	Iteration 26Q: 3 clusters Score -1.135027e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 89223 members 
Entering Unmasked Estep 
Score: -11350300.000000 Penalty: 5672.834961
	Iteration 27Q: 3 clusters Score -1.13503e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 89360 members 
Entering Unmasked Estep 
Score: -11350346.000000 Penalty: 5672.834961
	Iteration 28Q: 3 clusters Score -1.135035e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -11350367.000000 Penalty: 5672.834961
	Iteration 29Q: 3 clusters Score -1.135037e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -11350401.000000 Penalty: 5672.834961
	Iteration 30Q: 3 clusters Score -1.13504e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 89583 members 
Entering Unmasked Estep 
Score: -11350406.000000 Penalty: 5672.834961
	Iteration 31Q: 3 clusters Score -1.135041e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -11350420.000000 Penalty: 5672.834961
	Iteration 32Q: 3 clusters Score -1.135042e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -11350424.000000 Penalty: 5672.834961
	Iteration 33Q: 3 clusters Score -1.135042e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -11350435.000000 Penalty: 5672.834961
	Iteration 34Q: 3 clusters Score -1.135044e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -11350438.000000 Penalty: 5672.834961
	Iteration 35Q: 3 clusters Score -1.135044e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 89789 members 
Entering Unmasked Estep 
Score: -11350457.000000 Penalty: 5672.834961
	Iteration 36Q: 3 clusters Score -1.135046e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 89811 members 
Entering Unmasked Estep 
Score: -11350453.000000 Penalty: 5672.834961
	Iteration 37Q: 3 clusters Score -1.135045e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -11350458.000000 Penalty: 5672.834961
	Iteration 38Q: 3 clusters Score -1.135046e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -11350458.000000 Penalty: 5672.834961
	Iteration 39Q: 3 clusters Score -1.135046e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -11350473.000000 Penalty: 5672.834961
	Iteration 40F: 3 clusters Score -1.135047e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 89914 members 
Entering Unmasked Estep 
Score: -11350483.000000 Penalty: 5672.834961
	Iteration 41Q: 3 clusters Score -1.135048e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 89936 members 
Entering Unmasked Estep 
Score: -11350501.000000 Penalty: 5672.834961
	Iteration 42Q: 3 clusters Score -1.13505e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
Score: -11350487.000000 Penalty: 5672.834961
	Iteration 43Q: 3 clusters Score -1.135049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 89963 members 
Entering Unmasked Estep 
Score: -11350488.000000 Penalty: 5672.834961
	Iteration 44Q: 3 clusters Score -1.135049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -11350502.000000 Penalty: 5672.834961
	Iteration 45Q: 3 clusters Score -1.13505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 89980 members 
Entering Unmasked Estep 
Score: -11350505.000000 Penalty: 5672.834961
	Iteration 46Q: 3 clusters Score -1.13505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 89988 members 
Entering Unmasked Estep 
Score: -11350506.000000 Penalty: 5672.834961
	Iteration 47Q: 3 clusters Score -1.135051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -11350501.000000 Penalty: 5672.834961
	Iteration 48Q: 3 clusters Score -1.13505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -11350510.000000 Penalty: 5672.834961
	Iteration 49Q: 3 clusters Score -1.135051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -11350503.000000 Penalty: 5672.834961
	Iteration 50Q: 3 clusters Score -1.13505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 90038 members 
Entering Unmasked Estep 
Score: -11350500.000000 Penalty: 5672.834961
	Iteration 51Q: 3 clusters Score -1.13505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 90053 members 
Entering Unmasked Estep 
Score: -11350513.000000 Penalty: 5672.834961
	Iteration 52Q: 3 clusters Score -1.135051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 90071 members 
Entering Unmasked Estep 
Score: -11350501.000000 Penalty: 5672.834961
	Iteration 53Q: 3 clusters Score -1.13505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -11350508.000000 Penalty: 5672.834961
	Iteration 54Q: 3 clusters Score -1.135051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -11350513.000000 Penalty: 5672.834961
	Iteration 55Q: 3 clusters Score -1.135051e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -11350509.000000 Penalty: 5672.834961
	Iteration 56Q: 3 clusters Score -1.135051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -11350506.000000 Penalty: 5672.834961
	Iteration 57Q: 3 clusters Score -1.135051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 90125 members 
Entering Unmasked Estep 
Score: -11350500.000000 Penalty: 5672.834961
	Iteration 58Q: 3 clusters Score -1.13505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 90139 members 
Entering Unmasked Estep 
Score: -11350511.000000 Penalty: 5672.834961
	Iteration 59Q: 3 clusters Score -1.135051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 90144 members 
Entering Unmasked Estep 
Score: -11350518.000000 Penalty: 5672.834961
	Iteration 60F: 3 clusters Score -1.135052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 90149 members 
Entering Unmasked Estep 
Score: -11350520.000000 Penalty: 5672.834961
	Iteration 61Q: 3 clusters Score -1.135052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -11350512.000000 Penalty: 5672.834961
	Iteration 62Q: 3 clusters Score -1.135051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 90154 members 
Entering Unmasked Estep 
Score: -11350511.000000 Penalty: 5672.834961
	Iteration 63Q: 3 clusters Score -1.135051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 90158 members 
Entering Unmasked Estep 
Score: -11350517.000000 Penalty: 5672.834961
	Iteration 64Q: 3 clusters Score -1.135052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 90161 members 
Entering Unmasked Estep 
Score: -11350520.000000 Penalty: 5672.834961
	Iteration 65Q: 3 clusters Score -1.135052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 90163 members 
Entering Unmasked Estep 
Score: -11350522.000000 Penalty: 5672.834961
	Iteration 66Q: 3 clusters Score -1.135052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 90165 members 
Entering Unmasked Estep 
Score: -11350523.000000 Penalty: 5672.834961
	Iteration 67Q: 3 clusters Score -1.135052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 90169 members 
Entering Unmasked Estep 
Score: -11350524.000000 Penalty: 5672.834961
	Iteration 68Q: 3 clusters Score -1.135052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -11350523.000000 Penalty: 5672.834961
	Iteration 69Q: 3 clusters Score -1.135052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -11350523.000000 Penalty: 5672.834961
	Iteration 70Q: 3 clusters Score -1.135052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 90176 members 
Entering Unmasked Estep 
Score: -11350528.000000 Penalty: 5672.834961
	Iteration 71Q: 3 clusters Score -1.135053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 90176 members 
Entering Unmasked Estep 
Score: -11350523.000000 Penalty: 5672.834961
	Iteration 72Q: 3 clusters Score -1.135052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -11350525.000000 Penalty: 5672.834961
	Iteration 73Q: 3 clusters Score -1.135052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -11350527.000000 Penalty: 5672.834961
	Iteration 74Q: 3 clusters Score -1.135053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -11350531.000000 Penalty: 5672.834961
	Iteration 75Q: 3 clusters Score -1.135053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -11350535.000000 Penalty: 5672.834961
	Iteration 76Q: 3 clusters Score -1.135054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -11350536.000000 Penalty: 5672.834961
	Iteration 77Q: 3 clusters Score -1.135054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -11350535.000000 Penalty: 5672.834961
	Iteration 78Q: 3 clusters Score -1.135054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -11350533.000000 Penalty: 5672.834961
	Iteration 79Q: 3 clusters Score -1.135053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -11350533.000000 Penalty: 5672.834961
	Iteration 80F: 3 clusters Score -1.135053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 90181 members 
Entering Unmasked Estep 
Score: -11350529.000000 Penalty: 5672.834961
	Iteration 81Q: 3 clusters Score -1.135053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -11350520.000000 Penalty: 5672.834961
	Iteration 82Q: 3 clusters Score -1.135052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -11350523.000000 Penalty: 5672.834961
	Iteration 83Q: 3 clusters Score -1.135052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -11350523.000000 Penalty: 5672.834961
	Iteration 84F: 3 clusters Score -1.135052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Entering Unmasked Estep 
Score: -1372354.125000 Penalty: 2248.341309
	Iteration 0F: 2 clusters Score -1372354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1365645.375000 Penalty: 4496.682617
	Iteration 0F: 3 clusters Score -1365645 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1368632.250000 Penalty: 4496.682617
	Iteration 1F: 3 clusters Score -1368632 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1369849.875000 Penalty: 4496.682617
	Iteration 2F: 3 clusters Score -1369850 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1370753.375000 Penalty: 4496.682617
	Iteration 3F: 3 clusters Score -1370753 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1371317.375000 Penalty: 4496.682617
	Iteration 4F: 3 clusters Score -1371317 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1371709.625000 Penalty: 4496.682617
	Iteration 5Q: 3 clusters Score -1371710 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1371957.000000 Penalty: 4496.682617
	Iteration 6Q: 3 clusters Score -1371957 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1372103.125000 Penalty: 4496.682617
	Iteration 7Q: 3 clusters Score -1372103 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1372194.500000 Penalty: 4496.682617
	Iteration 8Q: 3 clusters Score -1372194 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1372267.125000 Penalty: 4496.682617
	Iteration 9Q: 3 clusters Score -1372267 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1372341.125000 Penalty: 4496.682617
	Iteration 10Q: 3 clusters Score -1372341 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1372390.375000 Penalty: 4496.682617
	Iteration 11Q: 3 clusters Score -1372390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1372420.875000 Penalty: 4496.682617
	Iteration 12Q: 3 clusters Score -1372421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1372439.750000 Penalty: 4496.682617
	Iteration 13Q: 3 clusters Score -1372440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1372456.750000 Penalty: 4496.682617
	Iteration 14Q: 3 clusters Score -1372457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1372464.500000 Penalty: 4496.682617
	Iteration 15Q: 3 clusters Score -1372464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1372472.375000 Penalty: 4496.682617
	Iteration 16Q: 3 clusters Score -1372472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1372483.500000 Penalty: 4496.682617
	Iteration 17Q: 3 clusters Score -1372484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1372491.000000 Penalty: 4496.682617
	Iteration 18Q: 3 clusters Score -1372491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1372490.875000 Penalty: 4496.682617
	Iteration 19Q: 3 clusters Score -1372491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1372500.000000 Penalty: 4496.682617
	Iteration 20F: 3 clusters Score -1372500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1372502.625000 Penalty: 4496.682617
	Iteration 21Q: 3 clusters Score -1372503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1372501.875000 Penalty: 4496.682617
	Iteration 22Q: 3 clusters Score -1372502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1372505.625000 Penalty: 4496.682617
	Iteration 23Q: 3 clusters Score -1372506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1372506.000000 Penalty: 4496.682617
	Iteration 24Q: 3 clusters Score -1372506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1372506.000000 Penalty: 4496.682617
	Iteration 25F: 3 clusters Score -1372506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 45718 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32380 members 
Mstep: Class 8 contains 137237 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 16262 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 13474 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 16913 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92704 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 17691 members 
Mstep: Class 29 contains 24494 members 
Mstep: Class 30 contains 56369 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 33213 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 18284 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19426 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17050 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2613 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91566 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8005 members 
Mstep: Class 57 contains 229093 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8424 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 8900 members 
Mstep: Class 62 contains 2208 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2855 members 
Mstep: Class 66 contains 7627 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6117 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3718 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3936 members 
Mstep: Class 76 contains 10343 members 
Mstep: Class 77 contains 314 members 
Mstep: Class 78 contains 5150 members 
Mstep: Class 79 contains 2578 members 
Entering Unmasked Estep 
Score: -154524704.000000 Penalty: 276011.125000
Splitting cluster 26 changes total score from -154526144.000000 to -154524704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -188317.796875 Penalty: 1859.307373
	Iteration 0F: 2 clusters Score -188317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -185794.500000 Penalty: 3718.614746
	Iteration 0F: 3 clusters Score -185794.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -186278.625000 Penalty: 3718.614746
	Iteration 1F: 3 clusters Score -186278.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -186454.875000 Penalty: 3718.614746
	Iteration 2F: 3 clusters Score -186454.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -186566.781250 Penalty: 3718.614746
	Iteration 3Q: 3 clusters Score -186566.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -186655.843750 Penalty: 3718.614746
	Iteration 4Q: 3 clusters Score -186655.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -186721.187500 Penalty: 3718.614746
	Iteration 5Q: 3 clusters Score -186721.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -186782.953125 Penalty: 3718.614746
	Iteration 6Q: 3 clusters Score -186783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -186839.218750 Penalty: 3718.614746
	Iteration 7Q: 3 clusters Score -186839.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -186878.531250 Penalty: 3718.614746
	Iteration 8Q: 3 clusters Score -186878.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -186920.328125 Penalty: 3718.614746
	Iteration 9Q: 3 clusters Score -186920.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -186944.843750 Penalty: 3718.614746
	Iteration 10Q: 3 clusters Score -186944.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -186958.968750 Penalty: 3718.614746
	Iteration 11Q: 3 clusters Score -186959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -186973.078125 Penalty: 3718.614746
	Iteration 12Q: 3 clusters Score -186973.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -186988.531250 Penalty: 3718.614746
	Iteration 13Q: 3 clusters Score -186988.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -187007.671875 Penalty: 3718.614746
	Iteration 14Q: 3 clusters Score -187007.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -187024.140625 Penalty: 3718.614746
	Iteration 15Q: 3 clusters Score -187024.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -187034.031250 Penalty: 3718.614746
	Iteration 16Q: 3 clusters Score -187034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -187043.984375 Penalty: 3718.614746
	Iteration 17Q: 3 clusters Score -187044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -187059.250000 Penalty: 3718.614746
	Iteration 18Q: 3 clusters Score -187059.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -187070.984375 Penalty: 3718.614746
	Iteration 19Q: 3 clusters Score -187071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -187077.750000 Penalty: 3718.614746
	Iteration 20F: 3 clusters Score -187077.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -187085.703125 Penalty: 3718.614746
	Iteration 21Q: 3 clusters Score -187085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -187087.921875 Penalty: 3718.614746
	Iteration 22Q: 3 clusters Score -187087.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -187089.437500 Penalty: 3718.614746
	Iteration 23Q: 3 clusters Score -187089.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -187091.265625 Penalty: 3718.614746
	Iteration 24Q: 3 clusters Score -187091.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -187092.171875 Penalty: 3718.614746
	Iteration 25Q: 3 clusters Score -187092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -187092.765625 Penalty: 3718.614746
	Iteration 26Q: 3 clusters Score -187092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -187093.328125 Penalty: 3718.614746
	Iteration 27Q: 3 clusters Score -187093.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -187093.328125 Penalty: 3718.614746
	Iteration 28F: 3 clusters Score -187093.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Entering Unmasked Estep 
Score: -2090801.875000 Penalty: 2425.641113
	Iteration 0F: 2 clusters Score -2090802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2078278.000000 Penalty: 4851.282227
	Iteration 0F: 3 clusters Score -2078278 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2082738.375000 Penalty: 4851.282227
	Iteration 1F: 3 clusters Score -2082738 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2083746.375000 Penalty: 4851.282227
	Iteration 2F: 3 clusters Score -2083746 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2085263.250000 Penalty: 4851.282227
	Iteration 3F: 3 clusters Score -2085263 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2087137.750000 Penalty: 4851.282227
	Iteration 4F: 3 clusters Score -2087138 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2088533.875000 Penalty: 4851.282227
	Iteration 5F: 3 clusters Score -2088534 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2089341.000000 Penalty: 4851.282227
	Iteration 6F: 3 clusters Score -2089341 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2089744.500000 Penalty: 4851.282227
	Iteration 7Q: 3 clusters Score -2089744 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2089947.500000 Penalty: 4851.282227
	Iteration 8Q: 3 clusters Score -2089948 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2090051.500000 Penalty: 4851.282227
	Iteration 9Q: 3 clusters Score -2090052 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2090095.875000 Penalty: 4851.282227
	Iteration 10Q: 3 clusters Score -2090096 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2090114.250000 Penalty: 4851.282227
	Iteration 11Q: 3 clusters Score -2090114 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2090125.000000 Penalty: 4851.282227
	Iteration 12Q: 3 clusters Score -2090125 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2090133.000000 Penalty: 4851.282227
	Iteration 13Q: 3 clusters Score -2090133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2090138.375000 Penalty: 4851.282227
	Iteration 14Q: 3 clusters Score -2090138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2090142.000000 Penalty: 4851.282227
	Iteration 15Q: 3 clusters Score -2090142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2090147.625000 Penalty: 4851.282227
	Iteration 16Q: 3 clusters Score -2090148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2090148.500000 Penalty: 4851.282227
	Iteration 17Q: 3 clusters Score -2090148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2090147.500000 Penalty: 4851.282227
	Iteration 18Q: 3 clusters Score -2090148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2090151.125000 Penalty: 4851.282227
	Iteration 19Q: 3 clusters Score -2090151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2090150.875000 Penalty: 4851.282227
	Iteration 20F: 3 clusters Score -2090151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2090148.250000 Penalty: 4851.282227
	Iteration 21Q: 3 clusters Score -2090148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2090150.375000 Penalty: 4851.282227
	Iteration 22Q: 3 clusters Score -2090150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2090155.375000 Penalty: 4851.282227
	Iteration 23Q: 3 clusters Score -2090155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2090157.750000 Penalty: 4851.282227
	Iteration 24Q: 3 clusters Score -2090158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2090156.375000 Penalty: 4851.282227
	Iteration 25Q: 3 clusters Score -2090156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2090153.125000 Penalty: 4851.282227
	Iteration 26Q: 3 clusters Score -2090153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2090157.000000 Penalty: 4851.282227
	Iteration 27Q: 3 clusters Score -2090157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2090155.750000 Penalty: 4851.282227
	Iteration 28Q: 3 clusters Score -2090156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2090155.500000 Penalty: 4851.282227
	Iteration 29Q: 3 clusters Score -2090156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2090154.500000 Penalty: 4851.282227
	Iteration 30Q: 3 clusters Score -2090154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2090155.250000 Penalty: 4851.282227
	Iteration 31Q: 3 clusters Score -2090155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2090155.250000 Penalty: 4851.282227
	Iteration 32F: 3 clusters Score -2090155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (24494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Entering Unmasked Estep 
Score: -2965747.000000 Penalty: 2506.333496
	Iteration 0F: 2 clusters Score -2965747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2948810.750000 Penalty: 5012.666992
	Iteration 0F: 3 clusters Score -2948811 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2954831.250000 Penalty: 5012.666992
	Iteration 1F: 3 clusters Score -2954831 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2955477.250000 Penalty: 5012.666992
	Iteration 2F: 3 clusters Score -2955477 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2956209.500000 Penalty: 5012.666992
	Iteration 3F: 3 clusters Score -2956210 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2957170.000000 Penalty: 5012.666992
	Iteration 4F: 3 clusters Score -2957170 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2958238.750000 Penalty: 5012.666992
	Iteration 5F: 3 clusters Score -2958239 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2959284.250000 Penalty: 5012.666992
	Iteration 6F: 3 clusters Score -2959284 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2960184.250000 Penalty: 5012.666992
	Iteration 7F: 3 clusters Score -2960184 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2960870.000000 Penalty: 5012.666992
	Iteration 8Q: 3 clusters Score -2960870 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2961415.500000 Penalty: 5012.666992
	Iteration 9Q: 3 clusters Score -2961416 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2961863.500000 Penalty: 5012.666992
	Iteration 10Q: 3 clusters Score -2961864 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2962173.250000 Penalty: 5012.666992
	Iteration 11Q: 3 clusters Score -2962173 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2962344.000000 Penalty: 5012.666992
	Iteration 12Q: 3 clusters Score -2962344 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2962488.000000 Penalty: 5012.666992
	Iteration 13Q: 3 clusters Score -2962488 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2962569.250000 Penalty: 5012.666992
	Iteration 14Q: 3 clusters Score -2962569 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2962633.250000 Penalty: 5012.666992
	Iteration 15Q: 3 clusters Score -2962633 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2962663.250000 Penalty: 5012.666992
	Iteration 16Q: 3 clusters Score -2962663 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2962701.000000 Penalty: 5012.666992
	Iteration 17Q: 3 clusters Score -2962701 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2962731.750000 Penalty: 5012.666992
	Iteration 18Q: 3 clusters Score -2962732 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2962745.000000 Penalty: 5012.666992
	Iteration 19Q: 3 clusters Score -2962745 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2962766.500000 Penalty: 5012.666992
	Iteration 20F: 3 clusters Score -2962766 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2962781.250000 Penalty: 5012.666992
	Iteration 21Q: 3 clusters Score -2962781 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2962799.250000 Penalty: 5012.666992
	Iteration 22Q: 3 clusters Score -2962799 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2962819.500000 Penalty: 5012.666992
	Iteration 23Q: 3 clusters Score -2962820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2962837.000000 Penalty: 5012.666992
	Iteration 24Q: 3 clusters Score -2962837 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2962849.500000 Penalty: 5012.666992
	Iteration 25Q: 3 clusters Score -2962850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2962851.500000 Penalty: 5012.666992
	Iteration 26Q: 3 clusters Score -2962852 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2962868.000000 Penalty: 5012.666992
	Iteration 27Q: 3 clusters Score -2962868 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2962886.500000 Penalty: 5012.666992
	Iteration 28Q: 3 clusters Score -2962886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2962891.750000 Penalty: 5012.666992
	Iteration 29Q: 3 clusters Score -2962892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2962892.000000 Penalty: 5012.666992
	Iteration 30Q: 3 clusters Score -2962892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2962892.250000 Penalty: 5012.666992
	Iteration 31Q: 3 clusters Score -2962892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2962899.250000 Penalty: 5012.666992
	Iteration 32Q: 3 clusters Score -2962899 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2962913.500000 Penalty: 5012.666992
	Iteration 33Q: 3 clusters Score -2962914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2962919.250000 Penalty: 5012.666992
	Iteration 34Q: 3 clusters Score -2962919 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2962931.750000 Penalty: 5012.666992
	Iteration 35Q: 3 clusters Score -2962932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2962934.750000 Penalty: 5012.666992
	Iteration 36Q: 3 clusters Score -2962935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2962941.000000 Penalty: 5012.666992
	Iteration 37Q: 3 clusters Score -2962941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2962942.750000 Penalty: 5012.666992
	Iteration 38Q: 3 clusters Score -2962943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2962939.500000 Penalty: 5012.666992
	Iteration 39Q: 3 clusters Score -2962940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2962937.750000 Penalty: 5012.666992
	Iteration 40F: 3 clusters Score -2962938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2962939.250000 Penalty: 5012.666992
	Iteration 41Q: 3 clusters Score -2962939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2962943.750000 Penalty: 5012.666992
	Iteration 42Q: 3 clusters Score -2962944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2962940.750000 Penalty: 5012.666992
	Iteration 43Q: 3 clusters Score -2962941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2962942.500000 Penalty: 5012.666992
	Iteration 44Q: 3 clusters Score -2962942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2962940.000000 Penalty: 5012.666992
	Iteration 45Q: 3 clusters Score -2962940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2962950.250000 Penalty: 5012.666992
	Iteration 46Q: 3 clusters Score -2962950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2962944.250000 Penalty: 5012.666992
	Iteration 47Q: 3 clusters Score -2962944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2962943.000000 Penalty: 5012.666992
	Iteration 48Q: 3 clusters Score -2962943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2962949.750000 Penalty: 5012.666992
	Iteration 49Q: 3 clusters Score -2962950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2962949.750000 Penalty: 5012.666992
	Iteration 50Q: 3 clusters Score -2962950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2962953.000000 Penalty: 5012.666992
	Iteration 51Q: 3 clusters Score -2962953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2962952.000000 Penalty: 5012.666992
	Iteration 52Q: 3 clusters Score -2962952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2962948.750000 Penalty: 5012.666992
	Iteration 53Q: 3 clusters Score -2962949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2962959.250000 Penalty: 5012.666992
	Iteration 54Q: 3 clusters Score -2962959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2962951.500000 Penalty: 5012.666992
	Iteration 55Q: 3 clusters Score -2962952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2962961.750000 Penalty: 5012.666992
	Iteration 56Q: 3 clusters Score -2962962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2962963.250000 Penalty: 5012.666992
	Iteration 57Q: 3 clusters Score -2962963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2962959.000000 Penalty: 5012.666992
	Iteration 58Q: 3 clusters Score -2962959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2962957.250000 Penalty: 5012.666992
	Iteration 59Q: 3 clusters Score -2962957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2962958.250000 Penalty: 5012.666992
	Iteration 60F: 3 clusters Score -2962958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2962961.250000 Penalty: 5012.666992
	Iteration 61Q: 3 clusters Score -2962961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2962960.250000 Penalty: 5012.666992
	Iteration 62Q: 3 clusters Score -2962960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2962960.250000 Penalty: 5012.666992
	Iteration 63Q: 3 clusters Score -2962960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2962962.250000 Penalty: 5012.666992
	Iteration 64Q: 3 clusters Score -2962962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2962964.250000 Penalty: 5012.666992
	Iteration 65Q: 3 clusters Score -2962964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2962959.750000 Penalty: 5012.666992
	Iteration 66Q: 3 clusters Score -2962960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2962957.250000 Penalty: 5012.666992
	Iteration 67Q: 3 clusters Score -2962957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2962956.750000 Penalty: 5012.666992
	Iteration 68Q: 3 clusters Score -2962957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2962961.750000 Penalty: 5012.666992
	Iteration 69Q: 3 clusters Score -2962962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2962960.750000 Penalty: 5012.666992
	Iteration 70Q: 3 clusters Score -2962961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2962962.750000 Penalty: 5012.666992
	Iteration 71Q: 3 clusters Score -2962963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2962960.250000 Penalty: 5012.666992
	Iteration 72Q: 3 clusters Score -2962960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2962961.250000 Penalty: 5012.666992
	Iteration 73Q: 3 clusters Score -2962961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2962962.000000 Penalty: 5012.666992
	Iteration 74Q: 3 clusters Score -2962962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2962961.500000 Penalty: 5012.666992
	Iteration 75Q: 3 clusters Score -2962962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2962961.500000 Penalty: 5012.666992
	Iteration 76F: 3 clusters Score -2962962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (56369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Entering Unmasked Estep 
Score: -6986730.000000 Penalty: 2713.039307
	Iteration 0F: 2 clusters Score -6986730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -6948882.000000 Penalty: 5426.078613
	Iteration 0F: 3 clusters Score -6948882 nChanged 26253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -6963472.000000 Penalty: 5426.078613
	Iteration 1F: 3 clusters Score -6963472 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -6964163.000000 Penalty: 5426.078613
	Iteration 2Q: 3 clusters Score -6964163 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -6964913.500000 Penalty: 5426.078613
	Iteration 3Q: 3 clusters Score -6964914 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -6965920.500000 Penalty: 5426.078613
	Iteration 4Q: 3 clusters Score -6965920 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -6967396.000000 Penalty: 5426.078613
	Iteration 5F: 3 clusters Score -6967396 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -6969470.000000 Penalty: 5426.078613
	Iteration 6F: 3 clusters Score -6969470 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -6972011.500000 Penalty: 5426.078613
	Iteration 7F: 3 clusters Score -6972012 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -6974692.500000 Penalty: 5426.078613
	Iteration 8F: 3 clusters Score -6974692 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -6977504.000000 Penalty: 5426.078613
	Iteration 9F: 3 clusters Score -6977504 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -6980890.000000 Penalty: 5426.078613
	Iteration 10Q: 3 clusters Score -6980890 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -6984319.000000 Penalty: 5426.078613
	Iteration 11Q: 3 clusters Score -6984319 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -6986137.000000 Penalty: 5426.078613
	Iteration 12Q: 3 clusters Score -6986137 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -6986961.500000 Penalty: 5426.078613
	Iteration 13Q: 3 clusters Score -6986962 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -6987536.500000 Penalty: 5426.078613
	Iteration 14Q: 3 clusters Score -6987536 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -6987959.500000 Penalty: 5426.078613
	Iteration 15Q: 3 clusters Score -6987960 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -6988251.500000 Penalty: 5426.078613
	Iteration 16Q: 3 clusters Score -6988252 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -6988491.000000 Penalty: 5426.078613
	Iteration 17Q: 3 clusters Score -6988491 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -6988621.000000 Penalty: 5426.078613
	Iteration 18Q: 3 clusters Score -6988621 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -6988777.000000 Penalty: 5426.078613
	Iteration 19Q: 3 clusters Score -6988777 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -6988870.000000 Penalty: 5426.078613
	Iteration 20F: 3 clusters Score -6988870 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -6988931.000000 Penalty: 5426.078613
	Iteration 21Q: 3 clusters Score -6988931 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -6988982.500000 Penalty: 5426.078613
	Iteration 22Q: 3 clusters Score -6988982 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -6989019.500000 Penalty: 5426.078613
	Iteration 23Q: 3 clusters Score -6989020 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -6989073.000000 Penalty: 5426.078613
	Iteration 24Q: 3 clusters Score -6989073 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -6989127.500000 Penalty: 5426.078613
	Iteration 25Q: 3 clusters Score -6989128 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -6989147.500000 Penalty: 5426.078613
	Iteration 26Q: 3 clusters Score -6989148 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -6989159.500000 Penalty: 5426.078613
	Iteration 27Q: 3 clusters Score -6989160 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -6989182.000000 Penalty: 5426.078613
	Iteration 28Q: 3 clusters Score -6989182 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -6989178.500000 Penalty: 5426.078613
	Iteration 29Q: 3 clusters Score -6989178 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -6989173.500000 Penalty: 5426.078613
	Iteration 30Q: 3 clusters Score -6989174 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -6989196.500000 Penalty: 5426.078613
	Iteration 31Q: 3 clusters Score -6989196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -6989198.000000 Penalty: 5426.078613
	Iteration 32Q: 3 clusters Score -6989198 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -6989211.500000 Penalty: 5426.078613
	Iteration 33Q: 3 clusters Score -6989212 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -6989217.500000 Penalty: 5426.078613
	Iteration 34Q: 3 clusters Score -6989218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -6989217.500000 Penalty: 5426.078613
	Iteration 35Q: 3 clusters Score -6989218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -6989213.000000 Penalty: 5426.078613
	Iteration 36Q: 3 clusters Score -6989213 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -6989234.000000 Penalty: 5426.078613
	Iteration 37Q: 3 clusters Score -6989234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -6989217.500000 Penalty: 5426.078613
	Iteration 38Q: 3 clusters Score -6989218 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -6989225.500000 Penalty: 5426.078613
	Iteration 39Q: 3 clusters Score -6989226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -6989211.500000 Penalty: 5426.078613
	Iteration 40F: 3 clusters Score -6989212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -6989225.500000 Penalty: 5426.078613
	Iteration 41Q: 3 clusters Score -6989226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -6989225.000000 Penalty: 5426.078613
	Iteration 42Q: 3 clusters Score -6989225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -6989228.000000 Penalty: 5426.078613
	Iteration 43Q: 3 clusters Score -6989228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -6989226.000000 Penalty: 5426.078613
	Iteration 44Q: 3 clusters Score -6989226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -6989245.500000 Penalty: 5426.078613
	Iteration 45Q: 3 clusters Score -6989246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -6989242.500000 Penalty: 5426.078613
	Iteration 46Q: 3 clusters Score -6989242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -6989240.500000 Penalty: 5426.078613
	Iteration 47Q: 3 clusters Score -6989240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -6989240.000000 Penalty: 5426.078613
	Iteration 48Q: 3 clusters Score -6989240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -6989231.000000 Penalty: 5426.078613
	Iteration 49Q: 3 clusters Score -6989231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -6989229.500000 Penalty: 5426.078613
	Iteration 50Q: 3 clusters Score -6989230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -6989231.000000 Penalty: 5426.078613
	Iteration 51Q: 3 clusters Score -6989231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -6989234.500000 Penalty: 5426.078613
	Iteration 52Q: 3 clusters Score -6989234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -6989235.500000 Penalty: 5426.078613
	Iteration 53Q: 3 clusters Score -6989236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -6989235.000000 Penalty: 5426.078613
	Iteration 54Q: 3 clusters Score -6989235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -6989226.500000 Penalty: 5426.078613
	Iteration 55Q: 3 clusters Score -6989226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -6989230.000000 Penalty: 5426.078613
	Iteration 56Q: 3 clusters Score -6989230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -6989230.000000 Penalty: 5426.078613
	Iteration 57F: 3 clusters Score -6989230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 45718 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32380 members 
Mstep: Class 8 contains 137237 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 16262 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 13474 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 16913 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92704 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 17691 members 
Mstep: Class 29 contains 24494 members 
Mstep: Class 30 contains 37566 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 33213 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 18284 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19426 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17050 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2613 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91566 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8005 members 
Mstep: Class 57 contains 229093 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8424 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 8900 members 
Mstep: Class 62 contains 2208 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2855 members 
Mstep: Class 66 contains 7627 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6117 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3718 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3936 members 
Mstep: Class 76 contains 10343 members 
Mstep: Class 77 contains 314 members 
Mstep: Class 78 contains 5150 members 
Mstep: Class 79 contains 18803 members 
Entering Unmasked Estep 
Score: -154528848.000000 Penalty: 276011.125000
Splitting cluster 30 changes total score from -154526144.000000 to -154528848.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 31 (5112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Entering Unmasked Estep 
Score: -596778.625000 Penalty: 2117.757812
	Iteration 0F: 2 clusters Score -596778.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -592270.187500 Penalty: 4235.515625
	Iteration 0F: 3 clusters Score -592270.2 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -593356.000000 Penalty: 4235.515625
	Iteration 1F: 3 clusters Score -593356 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -593550.687500 Penalty: 4235.515625
	Iteration 2F: 3 clusters Score -593550.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -593686.937500 Penalty: 4235.515625
	Iteration 3Q: 3 clusters Score -593686.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -593829.812500 Penalty: 4235.515625
	Iteration 4Q: 3 clusters Score -593829.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -593984.500000 Penalty: 4235.515625
	Iteration 5Q: 3 clusters Score -593984.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -594122.250000 Penalty: 4235.515625
	Iteration 6Q: 3 clusters Score -594122.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -594239.000000 Penalty: 4235.515625
	Iteration 7Q: 3 clusters Score -594239 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -594343.500000 Penalty: 4235.515625
	Iteration 8Q: 3 clusters Score -594343.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -594448.062500 Penalty: 4235.515625
	Iteration 9Q: 3 clusters Score -594448.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -594530.500000 Penalty: 4235.515625
	Iteration 10Q: 3 clusters Score -594530.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -594598.125000 Penalty: 4235.515625
	Iteration 11Q: 3 clusters Score -594598.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -594648.812500 Penalty: 4235.515625
	Iteration 12Q: 3 clusters Score -594648.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -594684.687500 Penalty: 4235.515625
	Iteration 13Q: 3 clusters Score -594684.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -594715.812500 Penalty: 4235.515625
	Iteration 14Q: 3 clusters Score -594715.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -594747.437500 Penalty: 4235.515625
	Iteration 15Q: 3 clusters Score -594747.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -594776.000000 Penalty: 4235.515625
	Iteration 16Q: 3 clusters Score -594776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -594801.937500 Penalty: 4235.515625
	Iteration 17Q: 3 clusters Score -594801.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -594818.812500 Penalty: 4235.515625
	Iteration 18Q: 3 clusters Score -594818.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -594832.437500 Penalty: 4235.515625
	Iteration 19Q: 3 clusters Score -594832.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -594840.562500 Penalty: 4235.515625
	Iteration 20F: 3 clusters Score -594840.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -594846.812500 Penalty: 4235.515625
	Iteration 21Q: 3 clusters Score -594846.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -594848.687500 Penalty: 4235.515625
	Iteration 22Q: 3 clusters Score -594848.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -594852.062500 Penalty: 4235.515625
	Iteration 23Q: 3 clusters Score -594852.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -594855.875000 Penalty: 4235.515625
	Iteration 24Q: 3 clusters Score -594855.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -594860.000000 Penalty: 4235.515625
	Iteration 25Q: 3 clusters Score -594860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -594861.312500 Penalty: 4235.515625
	Iteration 26Q: 3 clusters Score -594861.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -594864.000000 Penalty: 4235.515625
	Iteration 27Q: 3 clusters Score -594864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -594865.125000 Penalty: 4235.515625
	Iteration 28Q: 3 clusters Score -594865.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -594867.687500 Penalty: 4235.515625
	Iteration 29Q: 3 clusters Score -594867.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -594870.687500 Penalty: 4235.515625
	Iteration 30Q: 3 clusters Score -594870.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -594874.750000 Penalty: 4235.515625
	Iteration 31Q: 3 clusters Score -594874.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -594878.062500 Penalty: 4235.515625
	Iteration 32Q: 3 clusters Score -594878.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -594881.625000 Penalty: 4235.515625
	Iteration 33Q: 3 clusters Score -594881.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -594884.562500 Penalty: 4235.515625
	Iteration 34Q: 3 clusters Score -594884.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -594887.875000 Penalty: 4235.515625
	Iteration 35Q: 3 clusters Score -594887.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -594889.125000 Penalty: 4235.515625
	Iteration 36Q: 3 clusters Score -594889.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -594889.625000 Penalty: 4235.515625
	Iteration 37Q: 3 clusters Score -594889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -594890.500000 Penalty: 4235.515625
	Iteration 38Q: 3 clusters Score -594890.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -594889.687500 Penalty: 4235.515625
	Iteration 39Q: 3 clusters Score -594889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -594889.687500 Penalty: 4235.515625
	Iteration 40F: 3 clusters Score -594889.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Entering Unmasked Estep 
Score: -378261.718750 Penalty: 2004.359131
	Iteration 0F: 2 clusters Score -378261.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -374853.625000 Penalty: 4008.718262
	Iteration 0F: 3 clusters Score -374853.6 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -375557.218750 Penalty: 4008.718262
	Iteration 1F: 3 clusters Score -375557.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -375732.000000 Penalty: 4008.718262
	Iteration 2F: 3 clusters Score -375732 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -375851.281250 Penalty: 4008.718262
	Iteration 3F: 3 clusters Score -375851.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -375940.312500 Penalty: 4008.718262
	Iteration 4Q: 3 clusters Score -375940.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -376012.343750 Penalty: 4008.718262
	Iteration 5Q: 3 clusters Score -376012.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -376080.312500 Penalty: 4008.718262
	Iteration 6Q: 3 clusters Score -376080.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -376130.843750 Penalty: 4008.718262
	Iteration 7Q: 3 clusters Score -376130.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -376177.718750 Penalty: 4008.718262
	Iteration 8Q: 3 clusters Score -376177.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -376235.906250 Penalty: 4008.718262
	Iteration 9Q: 3 clusters Score -376235.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -376301.843750 Penalty: 4008.718262
	Iteration 10Q: 3 clusters Score -376301.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -376407.906250 Penalty: 4008.718262
	Iteration 11Q: 3 clusters Score -376407.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -376547.250000 Penalty: 4008.718262
	Iteration 12Q: 3 clusters Score -376547.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -376729.656250 Penalty: 4008.718262
	Iteration 13Q: 3 clusters Score -376729.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -376910.875000 Penalty: 4008.718262
	Iteration 14Q: 3 clusters Score -376910.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -377093.812500 Penalty: 4008.718262
	Iteration 15Q: 3 clusters Score -377093.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -377294.906250 Penalty: 4008.718262
	Iteration 16Q: 3 clusters Score -377294.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -377449.062500 Penalty: 4008.718262
	Iteration 17Q: 3 clusters Score -377449.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -377575.750000 Penalty: 4008.718262
	Iteration 18Q: 3 clusters Score -377575.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -377686.156250 Penalty: 4008.718262
	Iteration 19Q: 3 clusters Score -377686.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -377814.843750 Penalty: 4008.718262
	Iteration 20F: 3 clusters Score -377814.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -377920.625000 Penalty: 4008.718262
	Iteration 21Q: 3 clusters Score -377920.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -377985.031250 Penalty: 4008.718262
	Iteration 22Q: 3 clusters Score -377985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -378023.937500 Penalty: 4008.718262
	Iteration 23Q: 3 clusters Score -378023.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -378032.343750 Penalty: 4008.718262
	Iteration 24Q: 3 clusters Score -378032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -378034.312500 Penalty: 4008.718262
	Iteration 25Q: 3 clusters Score -378034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -378034.875000 Penalty: 4008.718262
	Iteration 26Q: 3 clusters Score -378034.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -378034.843750 Penalty: 4008.718262
	Iteration 27Q: 3 clusters Score -378034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -378034.843750 Penalty: 4008.718262
	Iteration 28F: 3 clusters Score -378034.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -49152.921875 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -49152.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47945.835938 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -47945.84 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48370.660156 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -48370.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48464.015625 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -48464.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48511.328125 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -48511.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48525.574219 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -48525.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48531.320312 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -48531.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48532.031250 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -48532.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48532.031250 Penalty: 2995.966309
	Iteration 7F: 3 clusters Score -48532.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Entering Unmasked Estep 
Score: -1534768.875000 Penalty: 2325.674072
	Iteration 0F: 2 clusters Score -1534769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1525791.875000 Penalty: 4651.348145
	Iteration 0F: 3 clusters Score -1525792 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1528538.250000 Penalty: 4651.348145
	Iteration 1F: 3 clusters Score -1528538 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1528812.500000 Penalty: 4651.348145
	Iteration 2F: 3 clusters Score -1528812 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1529026.750000 Penalty: 4651.348145
	Iteration 3Q: 3 clusters Score -1529027 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1529185.500000 Penalty: 4651.348145
	Iteration 4Q: 3 clusters Score -1529186 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1529315.375000 Penalty: 4651.348145
	Iteration 5Q: 3 clusters Score -1529315 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1529424.625000 Penalty: 4651.348145
	Iteration 6Q: 3 clusters Score -1529425 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1529526.250000 Penalty: 4651.348145
	Iteration 7Q: 3 clusters Score -1529526 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1529620.750000 Penalty: 4651.348145
	Iteration 8Q: 3 clusters Score -1529621 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1529711.125000 Penalty: 4651.348145
	Iteration 9Q: 3 clusters Score -1529711 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1529781.375000 Penalty: 4651.348145
	Iteration 10Q: 3 clusters Score -1529781 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1529860.125000 Penalty: 4651.348145
	Iteration 11Q: 3 clusters Score -1529860 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1529954.875000 Penalty: 4651.348145
	Iteration 12Q: 3 clusters Score -1529955 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1530071.750000 Penalty: 4651.348145
	Iteration 13Q: 3 clusters Score -1530072 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1530240.375000 Penalty: 4651.348145
	Iteration 14Q: 3 clusters Score -1530240 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1530433.125000 Penalty: 4651.348145
	Iteration 15Q: 3 clusters Score -1530433 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1530673.875000 Penalty: 4651.348145
	Iteration 16Q: 3 clusters Score -1530674 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1530965.625000 Penalty: 4651.348145
	Iteration 17Q: 3 clusters Score -1530966 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1531297.750000 Penalty: 4651.348145
	Iteration 18Q: 3 clusters Score -1531298 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1531631.250000 Penalty: 4651.348145
	Iteration 19Q: 3 clusters Score -1531631 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1531929.750000 Penalty: 4651.348145
	Iteration 20F: 3 clusters Score -1531930 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1532139.125000 Penalty: 4651.348145
	Iteration 21Q: 3 clusters Score -1532139 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1532299.500000 Penalty: 4651.348145
	Iteration 22Q: 3 clusters Score -1532300 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1532433.375000 Penalty: 4651.348145
	Iteration 23Q: 3 clusters Score -1532433 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1532530.000000 Penalty: 4651.348145
	Iteration 24Q: 3 clusters Score -1532530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1532602.000000 Penalty: 4651.348145
	Iteration 25Q: 3 clusters Score -1532602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1532627.375000 Penalty: 4651.348145
	Iteration 26Q: 3 clusters Score -1532627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1532659.750000 Penalty: 4651.348145
	Iteration 27Q: 3 clusters Score -1532660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1532681.625000 Penalty: 4651.348145
	Iteration 28Q: 3 clusters Score -1532682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1532698.250000 Penalty: 4651.348145
	Iteration 29Q: 3 clusters Score -1532698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1532716.125000 Penalty: 4651.348145
	Iteration 30Q: 3 clusters Score -1532716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1532728.000000 Penalty: 4651.348145
	Iteration 31Q: 3 clusters Score -1532728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1532738.000000 Penalty: 4651.348145
	Iteration 32Q: 3 clusters Score -1532738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1532747.375000 Penalty: 4651.348145
	Iteration 33Q: 3 clusters Score -1532747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1532755.625000 Penalty: 4651.348145
	Iteration 34Q: 3 clusters Score -1532756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1532760.000000 Penalty: 4651.348145
	Iteration 35Q: 3 clusters Score -1532760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1532763.875000 Penalty: 4651.348145
	Iteration 36Q: 3 clusters Score -1532764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1532765.000000 Penalty: 4651.348145
	Iteration 37Q: 3 clusters Score -1532765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1532765.750000 Penalty: 4651.348145
	Iteration 38Q: 3 clusters Score -1532766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1532765.750000 Penalty: 4651.348145
	Iteration 39F: 3 clusters Score -1532766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Entering Unmasked Estep 
Score: -3966584.500000 Penalty: 2581.852783
	Iteration 0F: 2 clusters Score -3966584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3943879.250000 Penalty: 5163.705566
	Iteration 0F: 3 clusters Score -3943879 nChanged 15057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3952234.500000 Penalty: 5163.705566
	Iteration 1F: 3 clusters Score -3952234 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3952958.000000 Penalty: 5163.705566
	Iteration 2F: 3 clusters Score -3952958 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3953889.750000 Penalty: 5163.705566
	Iteration 3F: 3 clusters Score -3953890 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3955110.500000 Penalty: 5163.705566
	Iteration 4F: 3 clusters Score -3955110 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -3956395.500000 Penalty: 5163.705566
	Iteration 5F: 3 clusters Score -3956396 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3957653.750000 Penalty: 5163.705566
	Iteration 6F: 3 clusters Score -3957654 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3958987.500000 Penalty: 5163.705566
	Iteration 7F: 3 clusters Score -3958988 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3960282.250000 Penalty: 5163.705566
	Iteration 8F: 3 clusters Score -3960282 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3961535.500000 Penalty: 5163.705566
	Iteration 9F: 3 clusters Score -3961536 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3962378.000000 Penalty: 5163.705566
	Iteration 10Q: 3 clusters Score -3962378 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3962949.750000 Penalty: 5163.705566
	Iteration 11Q: 3 clusters Score -3962950 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3963333.500000 Penalty: 5163.705566
	Iteration 12Q: 3 clusters Score -3963334 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3963715.500000 Penalty: 5163.705566
	Iteration 13Q: 3 clusters Score -3963716 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -3964066.000000 Penalty: 5163.705566
	Iteration 14Q: 3 clusters Score -3964066 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3964489.250000 Penalty: 5163.705566
	Iteration 15Q: 3 clusters Score -3964489 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3964854.750000 Penalty: 5163.705566
	Iteration 16Q: 3 clusters Score -3964855 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3965133.000000 Penalty: 5163.705566
	Iteration 17Q: 3 clusters Score -3965133 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -3965292.500000 Penalty: 5163.705566
	Iteration 18Q: 3 clusters Score -3965292 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3965403.000000 Penalty: 5163.705566
	Iteration 19Q: 3 clusters Score -3965403 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3965491.500000 Penalty: 5163.705566
	Iteration 20F: 3 clusters Score -3965492 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3965550.750000 Penalty: 5163.705566
	Iteration 21Q: 3 clusters Score -3965551 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3965617.000000 Penalty: 5163.705566
	Iteration 22Q: 3 clusters Score -3965617 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3965684.500000 Penalty: 5163.705566
	Iteration 23Q: 3 clusters Score -3965684 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3965707.500000 Penalty: 5163.705566
	Iteration 24Q: 3 clusters Score -3965708 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3965761.750000 Penalty: 5163.705566
	Iteration 25Q: 3 clusters Score -3965762 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3965801.750000 Penalty: 5163.705566
	Iteration 26Q: 3 clusters Score -3965802 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -3965857.500000 Penalty: 5163.705566
	Iteration 27Q: 3 clusters Score -3965858 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3965885.000000 Penalty: 5163.705566
	Iteration 28Q: 3 clusters Score -3965885 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3965909.000000 Penalty: 5163.705566
	Iteration 29Q: 3 clusters Score -3965909 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -3965927.500000 Penalty: 5163.705566
	Iteration 30Q: 3 clusters Score -3965928 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3965978.500000 Penalty: 5163.705566
	Iteration 31Q: 3 clusters Score -3965978 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3966016.750000 Penalty: 5163.705566
	Iteration 32Q: 3 clusters Score -3966017 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3966053.500000 Penalty: 5163.705566
	Iteration 33Q: 3 clusters Score -3966054 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3966090.250000 Penalty: 5163.705566
	Iteration 34Q: 3 clusters Score -3966090 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3966131.000000 Penalty: 5163.705566
	Iteration 35Q: 3 clusters Score -3966131 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3966178.000000 Penalty: 5163.705566
	Iteration 36Q: 3 clusters Score -3966178 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3966205.750000 Penalty: 5163.705566
	Iteration 37Q: 3 clusters Score -3966206 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3966261.500000 Penalty: 5163.705566
	Iteration 38Q: 3 clusters Score -3966262 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3966288.750000 Penalty: 5163.705566
	Iteration 39Q: 3 clusters Score -3966289 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3966334.250000 Penalty: 5163.705566
	Iteration 40F: 3 clusters Score -3966334 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3966379.000000 Penalty: 5163.705566
	Iteration 41Q: 3 clusters Score -3966379 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3966397.750000 Penalty: 5163.705566
	Iteration 42Q: 3 clusters Score -3966398 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3966442.250000 Penalty: 5163.705566
	Iteration 43Q: 3 clusters Score -3966442 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3966469.750000 Penalty: 5163.705566
	Iteration 44Q: 3 clusters Score -3966470 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3966515.500000 Penalty: 5163.705566
	Iteration 45Q: 3 clusters Score -3966516 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3966535.500000 Penalty: 5163.705566
	Iteration 46Q: 3 clusters Score -3966536 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -3966565.000000 Penalty: 5163.705566
	Iteration 47Q: 3 clusters Score -3966565 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -3966594.750000 Penalty: 5163.705566
	Iteration 48Q: 3 clusters Score -3966595 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3966600.750000 Penalty: 5163.705566
	Iteration 49Q: 3 clusters Score -3966601 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3966640.250000 Penalty: 5163.705566
	Iteration 50Q: 3 clusters Score -3966640 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3966669.000000 Penalty: 5163.705566
	Iteration 51Q: 3 clusters Score -3966669 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3966710.000000 Penalty: 5163.705566
	Iteration 52Q: 3 clusters Score -3966710 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3966736.500000 Penalty: 5163.705566
	Iteration 53Q: 3 clusters Score -3966736 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3966785.000000 Penalty: 5163.705566
	Iteration 54Q: 3 clusters Score -3966785 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3966832.250000 Penalty: 5163.705566
	Iteration 55Q: 3 clusters Score -3966832 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3966870.250000 Penalty: 5163.705566
	Iteration 56Q: 3 clusters Score -3966870 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3966948.250000 Penalty: 5163.705566
	Iteration 57Q: 3 clusters Score -3966948 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -3967015.000000 Penalty: 5163.705566
	Iteration 58Q: 3 clusters Score -3967015 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3967081.750000 Penalty: 5163.705566
	Iteration 59Q: 3 clusters Score -3967082 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3967136.500000 Penalty: 5163.705566
	Iteration 60F: 3 clusters Score -3967136 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -3967178.500000 Penalty: 5163.705566
	Iteration 61Q: 3 clusters Score -3967178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3967203.750000 Penalty: 5163.705566
	Iteration 62Q: 3 clusters Score -3967204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3967214.250000 Penalty: 5163.705566
	Iteration 63Q: 3 clusters Score -3967214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -3967220.250000 Penalty: 5163.705566
	Iteration 64Q: 3 clusters Score -3967220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3967241.750000 Penalty: 5163.705566
	Iteration 65Q: 3 clusters Score -3967242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -3967237.000000 Penalty: 5163.705566
	Iteration 66Q: 3 clusters Score -3967237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3967240.250000 Penalty: 5163.705566
	Iteration 67Q: 3 clusters Score -3967240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -3967243.000000 Penalty: 5163.705566
	Iteration 68Q: 3 clusters Score -3967243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3967244.250000 Penalty: 5163.705566
	Iteration 69Q: 3 clusters Score -3967244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -3967243.500000 Penalty: 5163.705566
	Iteration 70Q: 3 clusters Score -3967244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -3967246.000000 Penalty: 5163.705566
	Iteration 71Q: 3 clusters Score -3967246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -3967246.250000 Penalty: 5163.705566
	Iteration 72Q: 3 clusters Score -3967246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3967242.500000 Penalty: 5163.705566
	Iteration 73Q: 3 clusters Score -3967242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3967245.250000 Penalty: 5163.705566
	Iteration 74Q: 3 clusters Score -3967245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -3967240.250000 Penalty: 5163.705566
	Iteration 75Q: 3 clusters Score -3967240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -3967240.000000 Penalty: 5163.705566
	Iteration 76Q: 3 clusters Score -3967240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -3967238.750000 Penalty: 5163.705566
	Iteration 77Q: 3 clusters Score -3967239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -3967240.750000 Penalty: 5163.705566
	Iteration 78Q: 3 clusters Score -3967241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -3967240.750000 Penalty: 5163.705566
	Iteration 79Q: 3 clusters Score -3967241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -3967240.750000 Penalty: 5163.705566
	Iteration 80F: 3 clusters Score -3967241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 45718 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32380 members 
Mstep: Class 8 contains 137237 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 16262 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 13474 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 16913 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92704 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 17691 members 
Mstep: Class 29 contains 24494 members 
Mstep: Class 30 contains 37566 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 4469 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 18284 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19426 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17050 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 2613 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91566 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8005 members 
Mstep: Class 57 contains 229093 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8424 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 8900 members 
Mstep: Class 62 contains 2208 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2855 members 
Mstep: Class 66 contains 7627 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6117 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3718 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3936 members 
Mstep: Class 76 contains 10343 members 
Mstep: Class 77 contains 314 members 
Mstep: Class 78 contains 5150 members 
Mstep: Class 79 contains 18803 members 
Mstep: Class 80 contains 28744 members 
Entering Unmasked Estep 
Score: -154528560.000000 Penalty: 279504.937500
Splitting cluster 35 changes total score from -154526144.000000 to -154528560.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 36 (2689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Entering Unmasked Estep 
Score: -316935.437500 Penalty: 1958.437256
	Iteration 0F: 2 clusters Score -316935.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -313834.250000 Penalty: 3916.874512
	Iteration 0F: 3 clusters Score -313834.2 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -314516.000000 Penalty: 3916.874512
	Iteration 1F: 3 clusters Score -314516 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -314787.718750 Penalty: 3916.874512
	Iteration 2F: 3 clusters Score -314787.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -315073.750000 Penalty: 3916.874512
	Iteration 3F: 3 clusters Score -315073.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -315427.968750 Penalty: 3916.874512
	Iteration 4F: 3 clusters Score -315428 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -315756.531250 Penalty: 3916.874512
	Iteration 5F: 3 clusters Score -315756.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -316008.875000 Penalty: 3916.874512
	Iteration 6F: 3 clusters Score -316008.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -316133.468750 Penalty: 3916.874512
	Iteration 7Q: 3 clusters Score -316133.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -316200.562500 Penalty: 3916.874512
	Iteration 8Q: 3 clusters Score -316200.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -316234.375000 Penalty: 3916.874512
	Iteration 9Q: 3 clusters Score -316234.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -316263.000000 Penalty: 3916.874512
	Iteration 10Q: 3 clusters Score -316263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -316285.343750 Penalty: 3916.874512
	Iteration 11Q: 3 clusters Score -316285.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -316296.593750 Penalty: 3916.874512
	Iteration 12Q: 3 clusters Score -316296.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -316306.031250 Penalty: 3916.874512
	Iteration 13Q: 3 clusters Score -316306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -316310.343750 Penalty: 3916.874512
	Iteration 14Q: 3 clusters Score -316310.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -316313.156250 Penalty: 3916.874512
	Iteration 15Q: 3 clusters Score -316313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -316313.906250 Penalty: 3916.874512
	Iteration 16Q: 3 clusters Score -316313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -316314.875000 Penalty: 3916.874512
	Iteration 17Q: 3 clusters Score -316314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -316316.031250 Penalty: 3916.874512
	Iteration 18Q: 3 clusters Score -316316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -316316.031250 Penalty: 3916.874512
	Iteration 19F: 3 clusters Score -316316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -262589.281250 Penalty: 1909.336182
	Iteration 0F: 2 clusters Score -262589.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -259827.578125 Penalty: 3818.672363
	Iteration 0F: 3 clusters Score -259827.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -260301.109375 Penalty: 3818.672363
	Iteration 1F: 3 clusters Score -260301.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -260432.109375 Penalty: 3818.672363
	Iteration 2F: 3 clusters Score -260432.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -260516.750000 Penalty: 3818.672363
	Iteration 3Q: 3 clusters Score -260516.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -260572.828125 Penalty: 3818.672363
	Iteration 4Q: 3 clusters Score -260572.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -260629.875000 Penalty: 3818.672363
	Iteration 5Q: 3 clusters Score -260629.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -260690.484375 Penalty: 3818.672363
	Iteration 6Q: 3 clusters Score -260690.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -260757.953125 Penalty: 3818.672363
	Iteration 7Q: 3 clusters Score -260758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -260821.734375 Penalty: 3818.672363
	Iteration 8Q: 3 clusters Score -260821.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -260897.453125 Penalty: 3818.672363
	Iteration 9Q: 3 clusters Score -260897.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -260975.359375 Penalty: 3818.672363
	Iteration 10Q: 3 clusters Score -260975.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -261035.156250 Penalty: 3818.672363
	Iteration 11Q: 3 clusters Score -261035.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -261091.453125 Penalty: 3818.672363
	Iteration 12Q: 3 clusters Score -261091.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -261132.828125 Penalty: 3818.672363
	Iteration 13Q: 3 clusters Score -261132.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -261166.687500 Penalty: 3818.672363
	Iteration 14Q: 3 clusters Score -261166.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -261192.281250 Penalty: 3818.672363
	Iteration 15Q: 3 clusters Score -261192.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -261216.312500 Penalty: 3818.672363
	Iteration 16Q: 3 clusters Score -261216.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -261246.515625 Penalty: 3818.672363
	Iteration 17Q: 3 clusters Score -261246.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -261273.546875 Penalty: 3818.672363
	Iteration 18Q: 3 clusters Score -261273.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -261284.562500 Penalty: 3818.672363
	Iteration 19Q: 3 clusters Score -261284.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -261296.765625 Penalty: 3818.672363
	Iteration 20F: 3 clusters Score -261296.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -261313.375000 Penalty: 3818.672363
	Iteration 21Q: 3 clusters Score -261313.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -261327.078125 Penalty: 3818.672363
	Iteration 22Q: 3 clusters Score -261327.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -261333.062500 Penalty: 3818.672363
	Iteration 23Q: 3 clusters Score -261333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -261335.531250 Penalty: 3818.672363
	Iteration 24Q: 3 clusters Score -261335.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -261338.531250 Penalty: 3818.672363
	Iteration 25Q: 3 clusters Score -261338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -261341.375000 Penalty: 3818.672363
	Iteration 26Q: 3 clusters Score -261341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -261343.109375 Penalty: 3818.672363
	Iteration 27Q: 3 clusters Score -261343.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -261344.812500 Penalty: 3818.672363
	Iteration 28Q: 3 clusters Score -261344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -261344.812500 Penalty: 3818.672363
	Iteration 29F: 3 clusters Score -261344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (18284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Entering Unmasked Estep 
Score: -2239474.500000 Penalty: 2433.817871
	Iteration 0F: 2 clusters Score -2239474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2226473.750000 Penalty: 4867.635742
	Iteration 0F: 3 clusters Score -2226474 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2230803.250000 Penalty: 4867.635742
	Iteration 1F: 3 clusters Score -2230803 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2231180.750000 Penalty: 4867.635742
	Iteration 2F: 3 clusters Score -2231181 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2231505.000000 Penalty: 4867.635742
	Iteration 3Q: 3 clusters Score -2231505 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2231822.250000 Penalty: 4867.635742
	Iteration 4Q: 3 clusters Score -2231822 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2232169.500000 Penalty: 4867.635742
	Iteration 5Q: 3 clusters Score -2232170 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2232554.250000 Penalty: 4867.635742
	Iteration 6Q: 3 clusters Score -2232554 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2232962.250000 Penalty: 4867.635742
	Iteration 7Q: 3 clusters Score -2232962 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2233417.000000 Penalty: 4867.635742
	Iteration 8Q: 3 clusters Score -2233417 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2233894.750000 Penalty: 4867.635742
	Iteration 9Q: 3 clusters Score -2233895 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2234355.750000 Penalty: 4867.635742
	Iteration 10Q: 3 clusters Score -2234356 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2234795.500000 Penalty: 4867.635742
	Iteration 11Q: 3 clusters Score -2234796 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2235240.750000 Penalty: 4867.635742
	Iteration 12Q: 3 clusters Score -2235241 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2235571.750000 Penalty: 4867.635742
	Iteration 13Q: 3 clusters Score -2235572 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2235874.500000 Penalty: 4867.635742
	Iteration 14Q: 3 clusters Score -2235874 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2236127.000000 Penalty: 4867.635742
	Iteration 15Q: 3 clusters Score -2236127 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2236326.500000 Penalty: 4867.635742
	Iteration 16Q: 3 clusters Score -2236326 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2236463.750000 Penalty: 4867.635742
	Iteration 17Q: 3 clusters Score -2236464 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2236572.750000 Penalty: 4867.635742
	Iteration 18Q: 3 clusters Score -2236573 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2236661.750000 Penalty: 4867.635742
	Iteration 19Q: 3 clusters Score -2236662 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2236737.000000 Penalty: 4867.635742
	Iteration 20F: 3 clusters Score -2236737 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2236812.250000 Penalty: 4867.635742
	Iteration 21Q: 3 clusters Score -2236812 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2236875.000000 Penalty: 4867.635742
	Iteration 22Q: 3 clusters Score -2236875 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2236946.250000 Penalty: 4867.635742
	Iteration 23Q: 3 clusters Score -2236946 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2236991.500000 Penalty: 4867.635742
	Iteration 24Q: 3 clusters Score -2236992 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2237041.500000 Penalty: 4867.635742
	Iteration 25Q: 3 clusters Score -2237042 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2237081.500000 Penalty: 4867.635742
	Iteration 26Q: 3 clusters Score -2237082 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2237132.000000 Penalty: 4867.635742
	Iteration 27Q: 3 clusters Score -2237132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2237165.500000 Penalty: 4867.635742
	Iteration 28Q: 3 clusters Score -2237166 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2237195.750000 Penalty: 4867.635742
	Iteration 29Q: 3 clusters Score -2237196 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2237235.500000 Penalty: 4867.635742
	Iteration 30Q: 3 clusters Score -2237236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2237265.000000 Penalty: 4867.635742
	Iteration 31Q: 3 clusters Score -2237265 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2237277.250000 Penalty: 4867.635742
	Iteration 32Q: 3 clusters Score -2237277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2237298.000000 Penalty: 4867.635742
	Iteration 33Q: 3 clusters Score -2237298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2237319.000000 Penalty: 4867.635742
	Iteration 34Q: 3 clusters Score -2237319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2237326.250000 Penalty: 4867.635742
	Iteration 35Q: 3 clusters Score -2237326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2237340.500000 Penalty: 4867.635742
	Iteration 36Q: 3 clusters Score -2237340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2237347.250000 Penalty: 4867.635742
	Iteration 37Q: 3 clusters Score -2237347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2237357.000000 Penalty: 4867.635742
	Iteration 38Q: 3 clusters Score -2237357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2237365.750000 Penalty: 4867.635742
	Iteration 39Q: 3 clusters Score -2237366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2237379.750000 Penalty: 4867.635742
	Iteration 40F: 3 clusters Score -2237380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2237393.000000 Penalty: 4867.635742
	Iteration 41Q: 3 clusters Score -2237393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2237400.000000 Penalty: 4867.635742
	Iteration 42Q: 3 clusters Score -2237400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2237403.000000 Penalty: 4867.635742
	Iteration 43Q: 3 clusters Score -2237403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2237406.750000 Penalty: 4867.635742
	Iteration 44Q: 3 clusters Score -2237407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2237412.000000 Penalty: 4867.635742
	Iteration 45Q: 3 clusters Score -2237412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2237419.500000 Penalty: 4867.635742
	Iteration 46Q: 3 clusters Score -2237420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2237423.500000 Penalty: 4867.635742
	Iteration 47Q: 3 clusters Score -2237424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2237428.250000 Penalty: 4867.635742
	Iteration 48Q: 3 clusters Score -2237428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2237432.000000 Penalty: 4867.635742
	Iteration 49Q: 3 clusters Score -2237432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2237440.750000 Penalty: 4867.635742
	Iteration 50Q: 3 clusters Score -2237441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2237444.250000 Penalty: 4867.635742
	Iteration 51Q: 3 clusters Score -2237444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2237445.750000 Penalty: 4867.635742
	Iteration 52Q: 3 clusters Score -2237446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2237445.500000 Penalty: 4867.635742
	Iteration 53Q: 3 clusters Score -2237446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2237449.250000 Penalty: 4867.635742
	Iteration 54Q: 3 clusters Score -2237449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2237456.250000 Penalty: 4867.635742
	Iteration 55Q: 3 clusters Score -2237456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2237463.750000 Penalty: 4867.635742
	Iteration 56Q: 3 clusters Score -2237464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2237469.250000 Penalty: 4867.635742
	Iteration 57Q: 3 clusters Score -2237469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2237472.250000 Penalty: 4867.635742
	Iteration 58Q: 3 clusters Score -2237472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2237471.750000 Penalty: 4867.635742
	Iteration 59Q: 3 clusters Score -2237472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2237470.750000 Penalty: 4867.635742
	Iteration 60F: 3 clusters Score -2237471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2237475.000000 Penalty: 4867.635742
	Iteration 61Q: 3 clusters Score -2237475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2237475.500000 Penalty: 4867.635742
	Iteration 62Q: 3 clusters Score -2237476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2237475.250000 Penalty: 4867.635742
	Iteration 63Q: 3 clusters Score -2237475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2237477.000000 Penalty: 4867.635742
	Iteration 64Q: 3 clusters Score -2237477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2237478.500000 Penalty: 4867.635742
	Iteration 65Q: 3 clusters Score -2237478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2237478.500000 Penalty: 4867.635742
	Iteration 66F: 3 clusters Score -2237478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -691616.125000 Penalty: 2145.063232
	Iteration 0F: 2 clusters Score -691616.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -686662.250000 Penalty: 4290.126465
	Iteration 0F: 3 clusters Score -686662.2 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -687864.937500 Penalty: 4290.126465
	Iteration 1F: 3 clusters Score -687864.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -688125.687500 Penalty: 4290.126465
	Iteration 2F: 3 clusters Score -688125.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -688292.375000 Penalty: 4290.126465
	Iteration 3F: 3 clusters Score -688292.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -688426.250000 Penalty: 4290.126465
	Iteration 4Q: 3 clusters Score -688426.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -688566.562500 Penalty: 4290.126465
	Iteration 5Q: 3 clusters Score -688566.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -688718.812500 Penalty: 4290.126465
	Iteration 6Q: 3 clusters Score -688718.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -688884.625000 Penalty: 4290.126465
	Iteration 7Q: 3 clusters Score -688884.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -689064.687500 Penalty: 4290.126465
	Iteration 8Q: 3 clusters Score -689064.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -689292.875000 Penalty: 4290.126465
	Iteration 9Q: 3 clusters Score -689292.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -689584.375000 Penalty: 4290.126465
	Iteration 10F: 3 clusters Score -689584.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -689892.937500 Penalty: 4290.126465
	Iteration 11F: 3 clusters Score -689892.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -690148.562500 Penalty: 4290.126465
	Iteration 12Q: 3 clusters Score -690148.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -690362.000000 Penalty: 4290.126465
	Iteration 13Q: 3 clusters Score -690362 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -690476.437500 Penalty: 4290.126465
	Iteration 14Q: 3 clusters Score -690476.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -690530.312500 Penalty: 4290.126465
	Iteration 15Q: 3 clusters Score -690530.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -690570.937500 Penalty: 4290.126465
	Iteration 16Q: 3 clusters Score -690570.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -690605.625000 Penalty: 4290.126465
	Iteration 17Q: 3 clusters Score -690605.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -690642.937500 Penalty: 4290.126465
	Iteration 18Q: 3 clusters Score -690642.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -690670.000000 Penalty: 4290.126465
	Iteration 19Q: 3 clusters Score -690670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -690690.812500 Penalty: 4290.126465
	Iteration 20F: 3 clusters Score -690690.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -690702.625000 Penalty: 4290.126465
	Iteration 21Q: 3 clusters Score -690702.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -690709.625000 Penalty: 4290.126465
	Iteration 22Q: 3 clusters Score -690709.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -690710.812500 Penalty: 4290.126465
	Iteration 23Q: 3 clusters Score -690710.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -690713.812500 Penalty: 4290.126465
	Iteration 24Q: 3 clusters Score -690713.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -690714.625000 Penalty: 4290.126465
	Iteration 25Q: 3 clusters Score -690714.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -690717.687500 Penalty: 4290.126465
	Iteration 26Q: 3 clusters Score -690717.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -690717.187500 Penalty: 4290.126465
	Iteration 27Q: 3 clusters Score -690717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -690724.062500 Penalty: 4290.126465
	Iteration 28Q: 3 clusters Score -690724.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -690725.750000 Penalty: 4290.126465
	Iteration 29Q: 3 clusters Score -690725.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -690726.687500 Penalty: 4290.126465
	Iteration 30Q: 3 clusters Score -690726.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -690727.125000 Penalty: 4290.126465
	Iteration 31Q: 3 clusters Score -690727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -690729.250000 Penalty: 4290.126465
	Iteration 32Q: 3 clusters Score -690729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -690729.312500 Penalty: 4290.126465
	Iteration 33Q: 3 clusters Score -690729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -690731.937500 Penalty: 4290.126465
	Iteration 34Q: 3 clusters Score -690731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -690732.625000 Penalty: 4290.126465
	Iteration 35Q: 3 clusters Score -690732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -690733.750000 Penalty: 4290.126465
	Iteration 36Q: 3 clusters Score -690733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -690733.375000 Penalty: 4290.126465
	Iteration 37Q: 3 clusters Score -690733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -690732.125000 Penalty: 4290.126465
	Iteration 38Q: 3 clusters Score -690732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -690734.312500 Penalty: 4290.126465
	Iteration 39Q: 3 clusters Score -690734.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -690734.500000 Penalty: 4290.126465
	Iteration 40F: 3 clusters Score -690734.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (71965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Entering Unmasked Estep 
Score: -8075475.000000 Penalty: 2773.615967
	Iteration 0F: 2 clusters Score -8075475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -8027135.500000 Penalty: 5547.231934
	Iteration 0F: 3 clusters Score -8027136 nChanged 33659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -8046277.000000 Penalty: 5547.231934
	Iteration 1F: 3 clusters Score -8046277 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -8047229.500000 Penalty: 5547.231934
	Iteration 2Q: 3 clusters Score -8047230 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -8048269.500000 Penalty: 5547.231934
	Iteration 3Q: 3 clusters Score -8048270 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -8049571.500000 Penalty: 5547.231934
	Iteration 4Q: 3 clusters Score -8049572 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -8051562.500000 Penalty: 5547.231934
	Iteration 5F: 3 clusters Score -8051562 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -8054448.500000 Penalty: 5547.231934
	Iteration 6F: 3 clusters Score -8054448 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -8058283.000000 Penalty: 5547.231934
	Iteration 7F: 3 clusters Score -8058283 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -8062684.000000 Penalty: 5547.231934
	Iteration 8F: 3 clusters Score -8062684 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -8066553.500000 Penalty: 5547.231934
	Iteration 9F: 3 clusters Score -8066554 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -8069110.500000 Penalty: 5547.231934
	Iteration 10Q: 3 clusters Score -8069110 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 66470 members 
Entering Unmasked Estep 
Score: -8070683.500000 Penalty: 5547.231934
	Iteration 11Q: 3 clusters Score -8070684 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 67685 members 
Entering Unmasked Estep 
Score: -8071659.500000 Penalty: 5547.231934
	Iteration 12Q: 3 clusters Score -8071660 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 68501 members 
Entering Unmasked Estep 
Score: -8072277.500000 Penalty: 5547.231934
	Iteration 13Q: 3 clusters Score -8072278 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -8072710.500000 Penalty: 5547.231934
	Iteration 14Q: 3 clusters Score -8072710 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -8072978.500000 Penalty: 5547.231934
	Iteration 15Q: 3 clusters Score -8072978 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -8073156.500000 Penalty: 5547.231934
	Iteration 16Q: 3 clusters Score -8073156 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -8073267.000000 Penalty: 5547.231934
	Iteration 17Q: 3 clusters Score -8073267 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -8073348.500000 Penalty: 5547.231934
	Iteration 18Q: 3 clusters Score -8073348 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -8073402.500000 Penalty: 5547.231934
	Iteration 19Q: 3 clusters Score -8073402 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 70332 members 
Entering Unmasked Estep 
Score: -8073441.000000 Penalty: 5547.231934
	Iteration 20F: 3 clusters Score -8073441 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -8073467.000000 Penalty: 5547.231934
	Iteration 21Q: 3 clusters Score -8073467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -8073479.000000 Penalty: 5547.231934
	Iteration 22Q: 3 clusters Score -8073479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -8073495.500000 Penalty: 5547.231934
	Iteration 23Q: 3 clusters Score -8073496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -8073496.500000 Penalty: 5547.231934
	Iteration 24Q: 3 clusters Score -8073496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -8073522.500000 Penalty: 5547.231934
	Iteration 25Q: 3 clusters Score -8073522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -8073522.500000 Penalty: 5547.231934
	Iteration 26Q: 3 clusters Score -8073522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -8073531.000000 Penalty: 5547.231934
	Iteration 27Q: 3 clusters Score -8073531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -8073525.500000 Penalty: 5547.231934
	Iteration 28Q: 3 clusters Score -8073526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 70554 members 
Entering Unmasked Estep 
Score: -8073527.500000 Penalty: 5547.231934
	Iteration 29Q: 3 clusters Score -8073528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 70571 members 
Entering Unmasked Estep 
Score: -8073536.000000 Penalty: 5547.231934
	Iteration 30Q: 3 clusters Score -8073536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 70582 members 
Entering Unmasked Estep 
Score: -8073549.000000 Penalty: 5547.231934
	Iteration 31Q: 3 clusters Score -8073549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 70592 members 
Entering Unmasked Estep 
Score: -8073547.000000 Penalty: 5547.231934
	Iteration 32Q: 3 clusters Score -8073547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 70598 members 
Entering Unmasked Estep 
Score: -8073540.500000 Penalty: 5547.231934
	Iteration 33Q: 3 clusters Score -8073540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 70603 members 
Entering Unmasked Estep 
Score: -8073543.000000 Penalty: 5547.231934
	Iteration 34Q: 3 clusters Score -8073543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -8073543.000000 Penalty: 5547.231934
	Iteration 35Q: 3 clusters Score -8073543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -8073547.000000 Penalty: 5547.231934
	Iteration 36Q: 3 clusters Score -8073547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -8073542.000000 Penalty: 5547.231934
	Iteration 37Q: 3 clusters Score -8073542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -8073542.000000 Penalty: 5547.231934
	Iteration 38F: 3 clusters Score -8073542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Entering Unmasked Estep 
Score: -618970.500000 Penalty: 2153.479736
	Iteration 0F: 2 clusters Score -618970.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -614024.562500 Penalty: 4306.959473
	Iteration 0F: 3 clusters Score -614024.6 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -615636.375000 Penalty: 4306.959473
	Iteration 1F: 3 clusters Score -615636.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -616194.937500 Penalty: 4306.959473
	Iteration 2F: 3 clusters Score -616194.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -616639.562500 Penalty: 4306.959473
	Iteration 3F: 3 clusters Score -616639.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -616992.062500 Penalty: 4306.959473
	Iteration 4F: 3 clusters Score -616992.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -617275.625000 Penalty: 4306.959473
	Iteration 5F: 3 clusters Score -617275.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -617449.500000 Penalty: 4306.959473
	Iteration 6Q: 3 clusters Score -617449.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -617581.250000 Penalty: 4306.959473
	Iteration 7Q: 3 clusters Score -617581.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -617683.687500 Penalty: 4306.959473
	Iteration 8Q: 3 clusters Score -617683.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -617795.562500 Penalty: 4306.959473
	Iteration 9Q: 3 clusters Score -617795.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -617888.375000 Penalty: 4306.959473
	Iteration 10Q: 3 clusters Score -617888.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -617964.500000 Penalty: 4306.959473
	Iteration 11Q: 3 clusters Score -617964.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -618008.437500 Penalty: 4306.959473
	Iteration 12Q: 3 clusters Score -618008.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -618047.000000 Penalty: 4306.959473
	Iteration 13Q: 3 clusters Score -618047 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -618082.687500 Penalty: 4306.959473
	Iteration 14Q: 3 clusters Score -618082.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -618113.750000 Penalty: 4306.959473
	Iteration 15Q: 3 clusters Score -618113.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -618129.687500 Penalty: 4306.959473
	Iteration 16Q: 3 clusters Score -618129.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -618152.625000 Penalty: 4306.959473
	Iteration 17Q: 3 clusters Score -618152.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -618182.000000 Penalty: 4306.959473
	Iteration 18Q: 3 clusters Score -618182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -618207.750000 Penalty: 4306.959473
	Iteration 19Q: 3 clusters Score -618207.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -618236.125000 Penalty: 4306.959473
	Iteration 20F: 3 clusters Score -618236.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -618262.500000 Penalty: 4306.959473
	Iteration 21Q: 3 clusters Score -618262.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -618283.437500 Penalty: 4306.959473
	Iteration 22Q: 3 clusters Score -618283.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -618302.062500 Penalty: 4306.959473
	Iteration 23Q: 3 clusters Score -618302.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -618313.687500 Penalty: 4306.959473
	Iteration 24Q: 3 clusters Score -618313.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -618320.187500 Penalty: 4306.959473
	Iteration 25Q: 3 clusters Score -618320.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -618324.125000 Penalty: 4306.959473
	Iteration 26Q: 3 clusters Score -618324.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -618328.625000 Penalty: 4306.959473
	Iteration 27Q: 3 clusters Score -618328.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -618333.875000 Penalty: 4306.959473
	Iteration 28Q: 3 clusters Score -618333.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -618338.187500 Penalty: 4306.959473
	Iteration 29Q: 3 clusters Score -618338.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -618341.562500 Penalty: 4306.959473
	Iteration 30Q: 3 clusters Score -618341.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -618343.687500 Penalty: 4306.959473
	Iteration 31Q: 3 clusters Score -618343.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -618346.062500 Penalty: 4306.959473
	Iteration 32Q: 3 clusters Score -618346.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -618346.937500 Penalty: 4306.959473
	Iteration 33Q: 3 clusters Score -618346.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -618348.937500 Penalty: 4306.959473
	Iteration 34Q: 3 clusters Score -618348.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -618354.250000 Penalty: 4306.959473
	Iteration 35Q: 3 clusters Score -618354.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -618356.875000 Penalty: 4306.959473
	Iteration 36Q: 3 clusters Score -618356.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -618359.375000 Penalty: 4306.959473
	Iteration 37Q: 3 clusters Score -618359.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -618360.125000 Penalty: 4306.959473
	Iteration 38Q: 3 clusters Score -618360.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -618361.687500 Penalty: 4306.959473
	Iteration 39Q: 3 clusters Score -618361.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -618363.250000 Penalty: 4306.959473
	Iteration 40F: 3 clusters Score -618363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -618366.062500 Penalty: 4306.959473
	Iteration 41Q: 3 clusters Score -618366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -618365.500000 Penalty: 4306.959473
	Iteration 42Q: 3 clusters Score -618365.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -618365.500000 Penalty: 4306.959473
	Iteration 43F: 3 clusters Score -618365.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -62109.027344 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -62109.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -60726.410156 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -60726.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60945.800781 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -60945.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61089.808594 Penalty: 2998.322754
	Iteration 2F: 3 clusters Score -61089.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61128.996094 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -61129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61168.710938 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -61168.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61232.476562 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -61232.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -61270.570312 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -61270.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61294.175781 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -61294.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61301.191406 Penalty: 2998.322754
	Iteration 8Q: 3 clusters Score -61301.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61313.289062 Penalty: 2998.322754
	Iteration 9Q: 3 clusters Score -61313.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -61323.656250 Penalty: 2998.322754
	Iteration 10Q: 3 clusters Score -61323.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -61335.257812 Penalty: 2998.322754
	Iteration 11Q: 3 clusters Score -61335.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -61338.359375 Penalty: 2998.322754
	Iteration 12Q: 3 clusters Score -61338.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -61342.867188 Penalty: 2998.322754
	Iteration 13Q: 3 clusters Score -61342.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -61353.281250 Penalty: 2998.322754
	Iteration 14Q: 3 clusters Score -61353.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -61356.097656 Penalty: 2998.322754
	Iteration 15Q: 3 clusters Score -61356.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -61356.097656 Penalty: 2998.322754
	Iteration 16F: 3 clusters Score -61356.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (19426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Entering Unmasked Estep 
Score: -2452375.500000 Penalty: 2448.843262
	Iteration 0F: 2 clusters Score -2452376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2438677.750000 Penalty: 4897.686523
	Iteration 0F: 3 clusters Score -2438678 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2443220.250000 Penalty: 4897.686523
	Iteration 1F: 3 clusters Score -2443220 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2443609.750000 Penalty: 4897.686523
	Iteration 2F: 3 clusters Score -2443610 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2443935.500000 Penalty: 4897.686523
	Iteration 3Q: 3 clusters Score -2443936 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2444250.750000 Penalty: 4897.686523
	Iteration 4Q: 3 clusters Score -2444251 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2444611.500000 Penalty: 4897.686523
	Iteration 5Q: 3 clusters Score -2444612 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2445097.750000 Penalty: 4897.686523
	Iteration 6Q: 3 clusters Score -2445098 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2445831.250000 Penalty: 4897.686523
	Iteration 7F: 3 clusters Score -2445831 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2446765.250000 Penalty: 4897.686523
	Iteration 8F: 3 clusters Score -2446765 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2447850.250000 Penalty: 4897.686523
	Iteration 9F: 3 clusters Score -2447850 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2448819.750000 Penalty: 4897.686523
	Iteration 10F: 3 clusters Score -2448820 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2449482.250000 Penalty: 4897.686523
	Iteration 11Q: 3 clusters Score -2449482 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2449861.500000 Penalty: 4897.686523
	Iteration 12Q: 3 clusters Score -2449862 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2450025.000000 Penalty: 4897.686523
	Iteration 13Q: 3 clusters Score -2450025 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2450129.500000 Penalty: 4897.686523
	Iteration 14Q: 3 clusters Score -2450130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2450192.000000 Penalty: 4897.686523
	Iteration 15Q: 3 clusters Score -2450192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2450224.500000 Penalty: 4897.686523
	Iteration 16Q: 3 clusters Score -2450224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2450239.000000 Penalty: 4897.686523
	Iteration 17Q: 3 clusters Score -2450239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2450253.250000 Penalty: 4897.686523
	Iteration 18Q: 3 clusters Score -2450253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2450264.750000 Penalty: 4897.686523
	Iteration 19Q: 3 clusters Score -2450265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2450268.750000 Penalty: 4897.686523
	Iteration 20F: 3 clusters Score -2450269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2450277.250000 Penalty: 4897.686523
	Iteration 21Q: 3 clusters Score -2450277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2450278.750000 Penalty: 4897.686523
	Iteration 22Q: 3 clusters Score -2450279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2450278.750000 Penalty: 4897.686523
	Iteration 23F: 3 clusters Score -2450279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Entering Unmasked Estep 
Score: -390708.437500 Penalty: 1996.178711
	Iteration 0F: 2 clusters Score -390708.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -387302.218750 Penalty: 3992.357422
	Iteration 0F: 3 clusters Score -387302.2 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -387956.437500 Penalty: 3992.357422
	Iteration 1F: 3 clusters Score -387956.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -388107.406250 Penalty: 3992.357422
	Iteration 2F: 3 clusters Score -388107.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -388196.468750 Penalty: 3992.357422
	Iteration 3Q: 3 clusters Score -388196.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -388252.781250 Penalty: 3992.357422
	Iteration 4Q: 3 clusters Score -388252.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -388293.250000 Penalty: 3992.357422
	Iteration 5Q: 3 clusters Score -388293.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -388319.750000 Penalty: 3992.357422
	Iteration 6Q: 3 clusters Score -388319.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -388344.437500 Penalty: 3992.357422
	Iteration 7Q: 3 clusters Score -388344.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -388366.031250 Penalty: 3992.357422
	Iteration 8Q: 3 clusters Score -388366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -388394.343750 Penalty: 3992.357422
	Iteration 9Q: 3 clusters Score -388394.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -388428.250000 Penalty: 3992.357422
	Iteration 10Q: 3 clusters Score -388428.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -388461.875000 Penalty: 3992.357422
	Iteration 11Q: 3 clusters Score -388461.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -388485.125000 Penalty: 3992.357422
	Iteration 12Q: 3 clusters Score -388485.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -388504.625000 Penalty: 3992.357422
	Iteration 13Q: 3 clusters Score -388504.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -388522.906250 Penalty: 3992.357422
	Iteration 14Q: 3 clusters Score -388522.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -388542.343750 Penalty: 3992.357422
	Iteration 15Q: 3 clusters Score -388542.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -388557.781250 Penalty: 3992.357422
	Iteration 16Q: 3 clusters Score -388557.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -388572.093750 Penalty: 3992.357422
	Iteration 17Q: 3 clusters Score -388572.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -388588.875000 Penalty: 3992.357422
	Iteration 18Q: 3 clusters Score -388588.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -388603.375000 Penalty: 3992.357422
	Iteration 19Q: 3 clusters Score -388603.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -388616.437500 Penalty: 3992.357422
	Iteration 20F: 3 clusters Score -388616.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -388634.687500 Penalty: 3992.357422
	Iteration 21Q: 3 clusters Score -388634.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -388655.718750 Penalty: 3992.357422
	Iteration 22Q: 3 clusters Score -388655.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -388675.156250 Penalty: 3992.357422
	Iteration 23Q: 3 clusters Score -388675.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -388694.093750 Penalty: 3992.357422
	Iteration 24Q: 3 clusters Score -388694.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -388710.343750 Penalty: 3992.357422
	Iteration 25Q: 3 clusters Score -388710.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -388731.218750 Penalty: 3992.357422
	Iteration 26Q: 3 clusters Score -388731.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -388745.187500 Penalty: 3992.357422
	Iteration 27Q: 3 clusters Score -388745.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -388765.375000 Penalty: 3992.357422
	Iteration 28Q: 3 clusters Score -388765.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -388782.125000 Penalty: 3992.357422
	Iteration 29Q: 3 clusters Score -388782.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -388801.875000 Penalty: 3992.357422
	Iteration 30Q: 3 clusters Score -388801.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -388816.437500 Penalty: 3992.357422
	Iteration 31Q: 3 clusters Score -388816.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -388830.187500 Penalty: 3992.357422
	Iteration 32Q: 3 clusters Score -388830.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -388840.250000 Penalty: 3992.357422
	Iteration 33Q: 3 clusters Score -388840.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -388851.281250 Penalty: 3992.357422
	Iteration 34Q: 3 clusters Score -388851.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -388855.593750 Penalty: 3992.357422
	Iteration 35Q: 3 clusters Score -388855.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -388859.250000 Penalty: 3992.357422
	Iteration 36Q: 3 clusters Score -388859.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -388862.343750 Penalty: 3992.357422
	Iteration 37Q: 3 clusters Score -388862.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -388868.000000 Penalty: 3992.357422
	Iteration 38Q: 3 clusters Score -388868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -388879.687500 Penalty: 3992.357422
	Iteration 39Q: 3 clusters Score -388879.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -388887.937500 Penalty: 3992.357422
	Iteration 40F: 3 clusters Score -388887.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -388891.250000 Penalty: 3992.357422
	Iteration 41Q: 3 clusters Score -388891.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -388896.093750 Penalty: 3992.357422
	Iteration 42Q: 3 clusters Score -388896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -388901.062500 Penalty: 3992.357422
	Iteration 43Q: 3 clusters Score -388901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -388904.125000 Penalty: 3992.357422
	Iteration 44Q: 3 clusters Score -388904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -388908.218750 Penalty: 3992.357422
	Iteration 45Q: 3 clusters Score -388908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -388913.812500 Penalty: 3992.357422
	Iteration 46Q: 3 clusters Score -388913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -388915.062500 Penalty: 3992.357422
	Iteration 47Q: 3 clusters Score -388915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -388916.500000 Penalty: 3992.357422
	Iteration 48Q: 3 clusters Score -388916.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -388917.843750 Penalty: 3992.357422
	Iteration 49Q: 3 clusters Score -388917.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -388921.156250 Penalty: 3992.357422
	Iteration 50Q: 3 clusters Score -388921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -388921.531250 Penalty: 3992.357422
	Iteration 51Q: 3 clusters Score -388921.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -388925.500000 Penalty: 3992.357422
	Iteration 52Q: 3 clusters Score -388925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -388927.093750 Penalty: 3992.357422
	Iteration 53Q: 3 clusters Score -388927.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -388928.843750 Penalty: 3992.357422
	Iteration 54Q: 3 clusters Score -388928.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -388930.875000 Penalty: 3992.357422
	Iteration 55Q: 3 clusters Score -388930.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -388931.968750 Penalty: 3992.357422
	Iteration 56Q: 3 clusters Score -388932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -388933.000000 Penalty: 3992.357422
	Iteration 57Q: 3 clusters Score -388933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -388934.156250 Penalty: 3992.357422
	Iteration 58Q: 3 clusters Score -388934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -388935.500000 Penalty: 3992.357422
	Iteration 59Q: 3 clusters Score -388935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -388936.500000 Penalty: 3992.357422
	Iteration 60F: 3 clusters Score -388936.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Entering Unmasked Estep 
Score: -501527.593750 Penalty: 2074.513672
	Iteration 0F: 2 clusters Score -501527.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -497459.906250 Penalty: 4149.027344
	Iteration 0F: 3 clusters Score -497459.9 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -498454.531250 Penalty: 4149.027344
	Iteration 1F: 3 clusters Score -498454.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -498702.406250 Penalty: 4149.027344
	Iteration 2F: 3 clusters Score -498702.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -498845.093750 Penalty: 4149.027344
	Iteration 3F: 3 clusters Score -498845.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -498960.593750 Penalty: 4149.027344
	Iteration 4Q: 3 clusters Score -498960.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -499054.218750 Penalty: 4149.027344
	Iteration 5Q: 3 clusters Score -499054.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -499131.812500 Penalty: 4149.027344
	Iteration 6Q: 3 clusters Score -499131.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -499216.218750 Penalty: 4149.027344
	Iteration 7Q: 3 clusters Score -499216.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -499290.718750 Penalty: 4149.027344
	Iteration 8Q: 3 clusters Score -499290.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -499363.187500 Penalty: 4149.027344
	Iteration 9Q: 3 clusters Score -499363.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -499431.187500 Penalty: 4149.027344
	Iteration 10Q: 3 clusters Score -499431.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -499486.062500 Penalty: 4149.027344
	Iteration 11Q: 3 clusters Score -499486.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -499527.812500 Penalty: 4149.027344
	Iteration 12Q: 3 clusters Score -499527.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -499575.812500 Penalty: 4149.027344
	Iteration 13Q: 3 clusters Score -499575.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -499618.156250 Penalty: 4149.027344
	Iteration 14Q: 3 clusters Score -499618.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -499657.375000 Penalty: 4149.027344
	Iteration 15Q: 3 clusters Score -499657.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -499705.062500 Penalty: 4149.027344
	Iteration 16Q: 3 clusters Score -499705.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -499744.218750 Penalty: 4149.027344
	Iteration 17Q: 3 clusters Score -499744.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -499791.906250 Penalty: 4149.027344
	Iteration 18Q: 3 clusters Score -499791.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -499839.312500 Penalty: 4149.027344
	Iteration 19Q: 3 clusters Score -499839.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -499892.781250 Penalty: 4149.027344
	Iteration 20F: 3 clusters Score -499892.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -499964.750000 Penalty: 4149.027344
	Iteration 21Q: 3 clusters Score -499964.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -500078.906250 Penalty: 4149.027344
	Iteration 22Q: 3 clusters Score -500078.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -500171.750000 Penalty: 4149.027344
	Iteration 23Q: 3 clusters Score -500171.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -500238.781250 Penalty: 4149.027344
	Iteration 24Q: 3 clusters Score -500238.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -500304.593750 Penalty: 4149.027344
	Iteration 25Q: 3 clusters Score -500304.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -500394.656250 Penalty: 4149.027344
	Iteration 26Q: 3 clusters Score -500394.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -500517.593750 Penalty: 4149.027344
	Iteration 27Q: 3 clusters Score -500517.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -500692.906250 Penalty: 4149.027344
	Iteration 28Q: 3 clusters Score -500692.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -500887.812500 Penalty: 4149.027344
	Iteration 29Q: 3 clusters Score -500887.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -501047.062500 Penalty: 4149.027344
	Iteration 30Q: 3 clusters Score -501047.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -501118.781250 Penalty: 4149.027344
	Iteration 31Q: 3 clusters Score -501118.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -501164.812500 Penalty: 4149.027344
	Iteration 32Q: 3 clusters Score -501164.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -501190.343750 Penalty: 4149.027344
	Iteration 33Q: 3 clusters Score -501190.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -501195.687500 Penalty: 4149.027344
	Iteration 34Q: 3 clusters Score -501195.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -501199.812500 Penalty: 4149.027344
	Iteration 35Q: 3 clusters Score -501199.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -501205.218750 Penalty: 4149.027344
	Iteration 36Q: 3 clusters Score -501205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -501207.250000 Penalty: 4149.027344
	Iteration 37Q: 3 clusters Score -501207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -501208.968750 Penalty: 4149.027344
	Iteration 38Q: 3 clusters Score -501209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -501210.156250 Penalty: 4149.027344
	Iteration 39Q: 3 clusters Score -501210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -501210.062500 Penalty: 4149.027344
	Iteration 40F: 3 clusters Score -501210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -501211.062500 Penalty: 4149.027344
	Iteration 41Q: 3 clusters Score -501211.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -501210.656250 Penalty: 4149.027344
	Iteration 42Q: 3 clusters Score -501210.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -501210.906250 Penalty: 4149.027344
	Iteration 43Q: 3 clusters Score -501210.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -501210.906250 Penalty: 4149.027344
	Iteration 44F: 3 clusters Score -501210.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -31334.138672 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -31334.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30087.029297 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -30087.03 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30500.500000 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -30500.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30683.746094 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -30683.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30763.707031 Penalty: 3064.260254
	Iteration 3F: 3 clusters Score -30763.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30782.978516 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -30782.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30803.970703 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -30803.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30811.962891 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -30811.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30811.962891 Penalty: 3064.260254
	Iteration 7F: 3 clusters Score -30811.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -433885.875000 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -433885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -430195.156250 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -430195.2 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -431233.687500 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -431233.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -431636.031250 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -431636 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -431948.187500 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -431948.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -432208.843750 Penalty: 4076.785645
	Iteration 4F: 3 clusters Score -432208.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -432397.250000 Penalty: 4076.785645
	Iteration 5F: 3 clusters Score -432397.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -432516.718750 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -432516.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -432598.093750 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -432598.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -432651.625000 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -432651.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -432689.437500 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -432689.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -432728.312500 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -432728.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -432755.031250 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -432755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -432779.968750 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -432780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -432792.500000 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -432792.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -432804.968750 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -432805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -432813.468750 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -432813.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -432818.656250 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -432818.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -432824.531250 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -432824.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -432828.031250 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -432828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -432829.031250 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -432829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -432831.750000 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -432831.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -432836.968750 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -432837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -432838.593750 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -432838.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -432842.218750 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -432842.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -432845.375000 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -432845.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -432849.125000 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -432849.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -432852.656250 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -432852.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -432855.312500 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -432855.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -432857.250000 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -432857.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -432859.218750 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -432859.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -432863.062500 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -432863.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -432867.375000 Penalty: 4076.785645
	Iteration 31Q: 3 clusters Score -432867.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -432870.625000 Penalty: 4076.785645
	Iteration 32Q: 3 clusters Score -432870.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -432872.531250 Penalty: 4076.785645
	Iteration 33Q: 3 clusters Score -432872.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -432875.125000 Penalty: 4076.785645
	Iteration 34Q: 3 clusters Score -432875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -432878.031250 Penalty: 4076.785645
	Iteration 35Q: 3 clusters Score -432878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -432884.812500 Penalty: 4076.785645
	Iteration 36Q: 3 clusters Score -432884.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -432894.968750 Penalty: 4076.785645
	Iteration 37Q: 3 clusters Score -432895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -432910.781250 Penalty: 4076.785645
	Iteration 38Q: 3 clusters Score -432910.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -432927.062500 Penalty: 4076.785645
	Iteration 39Q: 3 clusters Score -432927.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -432948.968750 Penalty: 4076.785645
	Iteration 40F: 3 clusters Score -432949 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -432977.468750 Penalty: 4076.785645
	Iteration 41Q: 3 clusters Score -432977.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -433006.093750 Penalty: 4076.785645
	Iteration 42Q: 3 clusters Score -433006.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -433043.406250 Penalty: 4076.785645
	Iteration 43Q: 3 clusters Score -433043.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -433073.781250 Penalty: 4076.785645
	Iteration 44Q: 3 clusters Score -433073.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -433113.406250 Penalty: 4076.785645
	Iteration 45Q: 3 clusters Score -433113.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -433150.250000 Penalty: 4076.785645
	Iteration 46Q: 3 clusters Score -433150.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -433179.906250 Penalty: 4076.785645
	Iteration 47Q: 3 clusters Score -433179.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -433198.531250 Penalty: 4076.785645
	Iteration 48Q: 3 clusters Score -433198.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -433218.531250 Penalty: 4076.785645
	Iteration 49Q: 3 clusters Score -433218.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -433237.218750 Penalty: 4076.785645
	Iteration 50Q: 3 clusters Score -433237.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -433253.875000 Penalty: 4076.785645
	Iteration 51Q: 3 clusters Score -433253.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -433267.500000 Penalty: 4076.785645
	Iteration 52Q: 3 clusters Score -433267.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -433274.062500 Penalty: 4076.785645
	Iteration 53Q: 3 clusters Score -433274.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -433277.218750 Penalty: 4076.785645
	Iteration 54Q: 3 clusters Score -433277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -433279.093750 Penalty: 4076.785645
	Iteration 55Q: 3 clusters Score -433279.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -433282.625000 Penalty: 4076.785645
	Iteration 56Q: 3 clusters Score -433282.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -433288.437500 Penalty: 4076.785645
	Iteration 57Q: 3 clusters Score -433288.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -433291.812500 Penalty: 4076.785645
	Iteration 58Q: 3 clusters Score -433291.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -433294.937500 Penalty: 4076.785645
	Iteration 59Q: 3 clusters Score -433294.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -433295.093750 Penalty: 4076.785645
	Iteration 60F: 3 clusters Score -433295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -433295.843750 Penalty: 4076.785645
	Iteration 61Q: 3 clusters Score -433295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -433295.625000 Penalty: 4076.785645
	Iteration 62Q: 3 clusters Score -433295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -433296.250000 Penalty: 4076.785645
	Iteration 63Q: 3 clusters Score -433296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -433297.250000 Penalty: 4076.785645
	Iteration 64Q: 3 clusters Score -433297.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -433297.250000 Penalty: 4076.785645
	Iteration 65F: 3 clusters Score -433297.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (17050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Entering Unmasked Estep 
Score: -2037889.625000 Penalty: 2416.488525
	Iteration 0F: 2 clusters Score -2037890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2025720.250000 Penalty: 4832.977051
	Iteration 0F: 3 clusters Score -2025720 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2029942.000000 Penalty: 4832.977051
	Iteration 1F: 3 clusters Score -2029942 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2030805.625000 Penalty: 4832.977051
	Iteration 2F: 3 clusters Score -2030806 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2031880.000000 Penalty: 4832.977051
	Iteration 3F: 3 clusters Score -2031880 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2032956.375000 Penalty: 4832.977051
	Iteration 4F: 3 clusters Score -2032956 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2033773.250000 Penalty: 4832.977051
	Iteration 5F: 3 clusters Score -2033773 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2034247.125000 Penalty: 4832.977051
	Iteration 6F: 3 clusters Score -2034247 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2034497.250000 Penalty: 4832.977051
	Iteration 7Q: 3 clusters Score -2034497 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2034644.500000 Penalty: 4832.977051
	Iteration 8Q: 3 clusters Score -2034644 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2034753.625000 Penalty: 4832.977051
	Iteration 9Q: 3 clusters Score -2034754 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2034822.625000 Penalty: 4832.977051
	Iteration 10Q: 3 clusters Score -2034823 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2034881.125000 Penalty: 4832.977051
	Iteration 11Q: 3 clusters Score -2034881 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2034933.000000 Penalty: 4832.977051
	Iteration 12Q: 3 clusters Score -2034933 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2034984.750000 Penalty: 4832.977051
	Iteration 13Q: 3 clusters Score -2034985 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2035050.250000 Penalty: 4832.977051
	Iteration 14Q: 3 clusters Score -2035050 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2035079.375000 Penalty: 4832.977051
	Iteration 15Q: 3 clusters Score -2035079 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2035120.250000 Penalty: 4832.977051
	Iteration 16Q: 3 clusters Score -2035120 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2035175.500000 Penalty: 4832.977051
	Iteration 17Q: 3 clusters Score -2035176 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2035229.375000 Penalty: 4832.977051
	Iteration 18Q: 3 clusters Score -2035229 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2035292.750000 Penalty: 4832.977051
	Iteration 19Q: 3 clusters Score -2035293 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2035349.625000 Penalty: 4832.977051
	Iteration 20F: 3 clusters Score -2035350 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2035424.750000 Penalty: 4832.977051
	Iteration 21Q: 3 clusters Score -2035425 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2035496.500000 Penalty: 4832.977051
	Iteration 22Q: 3 clusters Score -2035496 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2035553.125000 Penalty: 4832.977051
	Iteration 23Q: 3 clusters Score -2035553 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2035603.000000 Penalty: 4832.977051
	Iteration 24Q: 3 clusters Score -2035603 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2035665.625000 Penalty: 4832.977051
	Iteration 25Q: 3 clusters Score -2035666 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2035700.625000 Penalty: 4832.977051
	Iteration 26Q: 3 clusters Score -2035701 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2035742.625000 Penalty: 4832.977051
	Iteration 27Q: 3 clusters Score -2035743 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2035779.750000 Penalty: 4832.977051
	Iteration 28Q: 3 clusters Score -2035780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2035821.125000 Penalty: 4832.977051
	Iteration 29Q: 3 clusters Score -2035821 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2035847.625000 Penalty: 4832.977051
	Iteration 30Q: 3 clusters Score -2035848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2035879.750000 Penalty: 4832.977051
	Iteration 31Q: 3 clusters Score -2035880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2035904.125000 Penalty: 4832.977051
	Iteration 32Q: 3 clusters Score -2035904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2035933.250000 Penalty: 4832.977051
	Iteration 33Q: 3 clusters Score -2035933 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2035959.000000 Penalty: 4832.977051
	Iteration 34Q: 3 clusters Score -2035959 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2035975.875000 Penalty: 4832.977051
	Iteration 35Q: 3 clusters Score -2035976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2035994.625000 Penalty: 4832.977051
	Iteration 36Q: 3 clusters Score -2035995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2036003.875000 Penalty: 4832.977051
	Iteration 37Q: 3 clusters Score -2036004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2036006.250000 Penalty: 4832.977051
	Iteration 38Q: 3 clusters Score -2036006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2036004.625000 Penalty: 4832.977051
	Iteration 39Q: 3 clusters Score -2036005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2036009.000000 Penalty: 4832.977051
	Iteration 40F: 3 clusters Score -2036009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2036015.875000 Penalty: 4832.977051
	Iteration 41Q: 3 clusters Score -2036016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2036021.500000 Penalty: 4832.977051
	Iteration 42Q: 3 clusters Score -2036022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2036024.875000 Penalty: 4832.977051
	Iteration 43Q: 3 clusters Score -2036025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2036032.875000 Penalty: 4832.977051
	Iteration 44Q: 3 clusters Score -2036033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2036046.125000 Penalty: 4832.977051
	Iteration 45Q: 3 clusters Score -2036046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2036050.000000 Penalty: 4832.977051
	Iteration 46Q: 3 clusters Score -2036050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2036056.000000 Penalty: 4832.977051
	Iteration 47Q: 3 clusters Score -2036056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2036060.625000 Penalty: 4832.977051
	Iteration 48Q: 3 clusters Score -2036061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2036066.625000 Penalty: 4832.977051
	Iteration 49Q: 3 clusters Score -2036067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2036064.875000 Penalty: 4832.977051
	Iteration 50Q: 3 clusters Score -2036065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2036071.750000 Penalty: 4832.977051
	Iteration 51Q: 3 clusters Score -2036072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2036069.500000 Penalty: 4832.977051
	Iteration 52Q: 3 clusters Score -2036070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2036070.625000 Penalty: 4832.977051
	Iteration 53Q: 3 clusters Score -2036071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2036073.125000 Penalty: 4832.977051
	Iteration 54Q: 3 clusters Score -2036073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2036070.000000 Penalty: 4832.977051
	Iteration 55Q: 3 clusters Score -2036070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2036074.000000 Penalty: 4832.977051
	Iteration 56Q: 3 clusters Score -2036074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2036072.875000 Penalty: 4832.977051
	Iteration 57Q: 3 clusters Score -2036073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2036074.625000 Penalty: 4832.977051
	Iteration 58Q: 3 clusters Score -2036075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2036077.625000 Penalty: 4832.977051
	Iteration 59Q: 3 clusters Score -2036078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2036079.875000 Penalty: 4832.977051
	Iteration 60F: 3 clusters Score -2036080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2036077.625000 Penalty: 4832.977051
	Iteration 61Q: 3 clusters Score -2036078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2036078.125000 Penalty: 4832.977051
	Iteration 62Q: 3 clusters Score -2036078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2036081.875000 Penalty: 4832.977051
	Iteration 63Q: 3 clusters Score -2036082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2036082.250000 Penalty: 4832.977051
	Iteration 64Q: 3 clusters Score -2036082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2036078.750000 Penalty: 4832.977051
	Iteration 65Q: 3 clusters Score -2036079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2036082.750000 Penalty: 4832.977051
	Iteration 66Q: 3 clusters Score -2036083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2036083.375000 Penalty: 4832.977051
	Iteration 67Q: 3 clusters Score -2036083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2036085.875000 Penalty: 4832.977051
	Iteration 68Q: 3 clusters Score -2036086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2036085.750000 Penalty: 4832.977051
	Iteration 69Q: 3 clusters Score -2036086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2036088.500000 Penalty: 4832.977051
	Iteration 70Q: 3 clusters Score -2036088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2036087.750000 Penalty: 4832.977051
	Iteration 71Q: 3 clusters Score -2036088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2036089.125000 Penalty: 4832.977051
	Iteration 72Q: 3 clusters Score -2036089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2036090.625000 Penalty: 4832.977051
	Iteration 73Q: 3 clusters Score -2036091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2036092.875000 Penalty: 4832.977051
	Iteration 74Q: 3 clusters Score -2036093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2036093.250000 Penalty: 4832.977051
	Iteration 75Q: 3 clusters Score -2036093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2036093.750000 Penalty: 4832.977051
	Iteration 76Q: 3 clusters Score -2036094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2036093.125000 Penalty: 4832.977051
	Iteration 77Q: 3 clusters Score -2036093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2036093.125000 Penalty: 4832.977051
	Iteration 78F: 3 clusters Score -2036093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Entering Unmasked Estep 
Score: -369931.062500 Penalty: 1995.623535
	Iteration 0F: 2 clusters Score -369931.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -366635.625000 Penalty: 3991.247070
	Iteration 0F: 3 clusters Score -366635.6 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -367382.781250 Penalty: 3991.247070
	Iteration 1F: 3 clusters Score -367382.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -367544.937500 Penalty: 3991.247070
	Iteration 2F: 3 clusters Score -367544.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -367621.062500 Penalty: 3991.247070
	Iteration 3Q: 3 clusters Score -367621.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -367686.843750 Penalty: 3991.247070
	Iteration 4Q: 3 clusters Score -367686.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -367738.062500 Penalty: 3991.247070
	Iteration 5Q: 3 clusters Score -367738.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -367777.937500 Penalty: 3991.247070
	Iteration 6Q: 3 clusters Score -367777.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -367813.531250 Penalty: 3991.247070
	Iteration 7Q: 3 clusters Score -367813.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -367848.187500 Penalty: 3991.247070
	Iteration 8Q: 3 clusters Score -367848.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -367885.281250 Penalty: 3991.247070
	Iteration 9Q: 3 clusters Score -367885.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -367928.531250 Penalty: 3991.247070
	Iteration 10Q: 3 clusters Score -367928.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -367988.062500 Penalty: 3991.247070
	Iteration 11Q: 3 clusters Score -367988.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -368044.906250 Penalty: 3991.247070
	Iteration 12Q: 3 clusters Score -368044.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -368106.250000 Penalty: 3991.247070
	Iteration 13Q: 3 clusters Score -368106.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -368160.968750 Penalty: 3991.247070
	Iteration 14Q: 3 clusters Score -368161 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -368197.781250 Penalty: 3991.247070
	Iteration 15Q: 3 clusters Score -368197.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -368218.093750 Penalty: 3991.247070
	Iteration 16Q: 3 clusters Score -368218.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -368231.562500 Penalty: 3991.247070
	Iteration 17Q: 3 clusters Score -368231.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -368237.593750 Penalty: 3991.247070
	Iteration 18Q: 3 clusters Score -368237.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -368243.937500 Penalty: 3991.247070
	Iteration 19Q: 3 clusters Score -368243.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -368249.968750 Penalty: 3991.247070
	Iteration 20F: 3 clusters Score -368250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -368256.312500 Penalty: 3991.247070
	Iteration 21Q: 3 clusters Score -368256.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -368258.687500 Penalty: 3991.247070
	Iteration 22Q: 3 clusters Score -368258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -368260.593750 Penalty: 3991.247070
	Iteration 23Q: 3 clusters Score -368260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -368261.843750 Penalty: 3991.247070
	Iteration 24Q: 3 clusters Score -368261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -368263.250000 Penalty: 3991.247070
	Iteration 25Q: 3 clusters Score -368263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -368263.656250 Penalty: 3991.247070
	Iteration 26Q: 3 clusters Score -368263.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -368263.812500 Penalty: 3991.247070
	Iteration 27Q: 3 clusters Score -368263.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -368263.812500 Penalty: 3991.247070
	Iteration 28F: 3 clusters Score -368263.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -74913.023438 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -74913.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73186.820312 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -73186.82 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73418.101562 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -73418.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73483.187500 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -73483.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -73502.515625 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -73502.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73523.421875 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -73523.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73551.289062 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -73551.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73563.593750 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -73563.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73572.445312 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -73572.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73576.304688 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -73576.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73577.710938 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -73577.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73577.710938 Penalty: 3256.371582
	Iteration 10F: 3 clusters Score -73577.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Entering Unmasked Estep 
Score: -404815.781250 Penalty: 1951.327026
	Iteration 0F: 2 clusters Score -404815.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -401879.343750 Penalty: 3902.654053
	Iteration 0F: 3 clusters Score -401879.3 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -402837.937500 Penalty: 3902.654053
	Iteration 1F: 3 clusters Score -402837.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -403580.843750 Penalty: 3902.654053
	Iteration 2F: 3 clusters Score -403580.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -404298.750000 Penalty: 3902.654053
	Iteration 3F: 3 clusters Score -404298.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -404873.656250 Penalty: 3902.654053
	Iteration 4F: 3 clusters Score -404873.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -405163.906250 Penalty: 3902.654053
	Iteration 5F: 3 clusters Score -405163.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -405318.875000 Penalty: 3902.654053
	Iteration 6Q: 3 clusters Score -405318.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -405406.031250 Penalty: 3902.654053
	Iteration 7Q: 3 clusters Score -405406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -405497.062500 Penalty: 3902.654053
	Iteration 8Q: 3 clusters Score -405497.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -405555.187500 Penalty: 3902.654053
	Iteration 9Q: 3 clusters Score -405555.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -405571.187500 Penalty: 3902.654053
	Iteration 10Q: 3 clusters Score -405571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -405574.656250 Penalty: 3902.654053
	Iteration 11Q: 3 clusters Score -405574.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -405580.937500 Penalty: 3902.654053
	Iteration 12Q: 3 clusters Score -405580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -405588.375000 Penalty: 3902.654053
	Iteration 13Q: 3 clusters Score -405588.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -405604.750000 Penalty: 3902.654053
	Iteration 14Q: 3 clusters Score -405604.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -405625.250000 Penalty: 3902.654053
	Iteration 15Q: 3 clusters Score -405625.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -405637.281250 Penalty: 3902.654053
	Iteration 16Q: 3 clusters Score -405637.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -405653.812500 Penalty: 3902.654053
	Iteration 17Q: 3 clusters Score -405653.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -405673.125000 Penalty: 3902.654053
	Iteration 18Q: 3 clusters Score -405673.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -405698.281250 Penalty: 3902.654053
	Iteration 19Q: 3 clusters Score -405698.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -405709.937500 Penalty: 3902.654053
	Iteration 20F: 3 clusters Score -405709.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -405714.031250 Penalty: 3902.654053
	Iteration 21Q: 3 clusters Score -405714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -405714.062500 Penalty: 3902.654053
	Iteration 22Q: 3 clusters Score -405714.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -405715.281250 Penalty: 3902.654053
	Iteration 23Q: 3 clusters Score -405715.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -405715.843750 Penalty: 3902.654053
	Iteration 24Q: 3 clusters Score -405715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -405715.687500 Penalty: 3902.654053
	Iteration 25Q: 3 clusters Score -405715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -405717.062500 Penalty: 3902.654053
	Iteration 26Q: 3 clusters Score -405717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -405718.000000 Penalty: 3902.654053
	Iteration 27Q: 3 clusters Score -405718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -405719.750000 Penalty: 3902.654053
	Iteration 28Q: 3 clusters Score -405719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -405724.437500 Penalty: 3902.654053
	Iteration 29Q: 3 clusters Score -405724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -405729.187500 Penalty: 3902.654053
	Iteration 30Q: 3 clusters Score -405729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -405735.812500 Penalty: 3902.654053
	Iteration 31Q: 3 clusters Score -405735.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -405745.593750 Penalty: 3902.654053
	Iteration 32Q: 3 clusters Score -405745.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -405752.906250 Penalty: 3902.654053
	Iteration 33Q: 3 clusters Score -405752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -405758.906250 Penalty: 3902.654053
	Iteration 34Q: 3 clusters Score -405758.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -405765.218750 Penalty: 3902.654053
	Iteration 35Q: 3 clusters Score -405765.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -405767.156250 Penalty: 3902.654053
	Iteration 36Q: 3 clusters Score -405767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -405769.375000 Penalty: 3902.654053
	Iteration 37Q: 3 clusters Score -405769.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -405771.406250 Penalty: 3902.654053
	Iteration 38Q: 3 clusters Score -405771.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -405771.406250 Penalty: 3902.654053
	Iteration 39F: 3 clusters Score -405771.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 45718 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32380 members 
Mstep: Class 8 contains 137237 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 16262 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 13474 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 16913 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92704 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 17691 members 
Mstep: Class 29 contains 24494 members 
Mstep: Class 30 contains 37566 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 4469 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 18284 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19426 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17050 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 897 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91566 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8005 members 
Mstep: Class 57 contains 229093 members 
Mstep: Class 58 contains 3902 members 
Mstep: Class 59 contains 8424 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 8900 members 
Mstep: Class 62 contains 2208 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2855 members 
Mstep: Class 66 contains 7627 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6117 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3718 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3936 members 
Mstep: Class 76 contains 10343 members 
Mstep: Class 77 contains 314 members 
Mstep: Class 78 contains 5150 members 
Mstep: Class 79 contains 18803 members 
Mstep: Class 80 contains 28744 members 
Mstep: Class 81 contains 1716 members 
Entering Unmasked Estep 
Score: -154528304.000000 Penalty: 282998.750000
Splitting cluster 51 changes total score from -154526144.000000 to -154528304.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 52 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -180626.265625 Penalty: 1814.833374
	Iteration 0F: 2 clusters Score -180626.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -178303.875000 Penalty: 3629.666748
	Iteration 0F: 3 clusters Score -178303.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -178677.609375 Penalty: 3629.666748
	Iteration 1F: 3 clusters Score -178677.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178791.281250 Penalty: 3629.666748
	Iteration 2F: 3 clusters Score -178791.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178844.375000 Penalty: 3629.666748
	Iteration 3Q: 3 clusters Score -178844.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -178877.312500 Penalty: 3629.666748
	Iteration 4Q: 3 clusters Score -178877.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -178905.656250 Penalty: 3629.666748
	Iteration 5Q: 3 clusters Score -178905.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -178931.203125 Penalty: 3629.666748
	Iteration 6Q: 3 clusters Score -178931.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -178952.312500 Penalty: 3629.666748
	Iteration 7Q: 3 clusters Score -178952.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -178974.125000 Penalty: 3629.666748
	Iteration 8Q: 3 clusters Score -178974.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -178988.656250 Penalty: 3629.666748
	Iteration 9Q: 3 clusters Score -178988.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -179001.328125 Penalty: 3629.666748
	Iteration 10Q: 3 clusters Score -179001.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -179011.171875 Penalty: 3629.666748
	Iteration 11Q: 3 clusters Score -179011.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -179017.187500 Penalty: 3629.666748
	Iteration 12Q: 3 clusters Score -179017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -179024.046875 Penalty: 3629.666748
	Iteration 13Q: 3 clusters Score -179024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -179032.515625 Penalty: 3629.666748
	Iteration 14Q: 3 clusters Score -179032.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -179036.593750 Penalty: 3629.666748
	Iteration 15Q: 3 clusters Score -179036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -179038.312500 Penalty: 3629.666748
	Iteration 16Q: 3 clusters Score -179038.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -179040.859375 Penalty: 3629.666748
	Iteration 17Q: 3 clusters Score -179040.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -179041.421875 Penalty: 3629.666748
	Iteration 18Q: 3 clusters Score -179041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -179042.046875 Penalty: 3629.666748
	Iteration 19Q: 3 clusters Score -179042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -179042.046875 Penalty: 3629.666748
	Iteration 20F: 3 clusters Score -179042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Entering Unmasked Estep 
Score: -258570.265625 Penalty: 1908.773438
	Iteration 0F: 2 clusters Score -258570.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -255809.562500 Penalty: 3817.546875
	Iteration 0F: 3 clusters Score -255809.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -256360.687500 Penalty: 3817.546875
	Iteration 1F: 3 clusters Score -256360.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -256543.609375 Penalty: 3817.546875
	Iteration 2F: 3 clusters Score -256543.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -256650.546875 Penalty: 3817.546875
	Iteration 3Q: 3 clusters Score -256650.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -256722.109375 Penalty: 3817.546875
	Iteration 4Q: 3 clusters Score -256722.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -256780.328125 Penalty: 3817.546875
	Iteration 5Q: 3 clusters Score -256780.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -256829.593750 Penalty: 3817.546875
	Iteration 6Q: 3 clusters Score -256829.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -256886.765625 Penalty: 3817.546875
	Iteration 7Q: 3 clusters Score -256886.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -256941.828125 Penalty: 3817.546875
	Iteration 8Q: 3 clusters Score -256941.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -256984.140625 Penalty: 3817.546875
	Iteration 9Q: 3 clusters Score -256984.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -257011.343750 Penalty: 3817.546875
	Iteration 10Q: 3 clusters Score -257011.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -257045.609375 Penalty: 3817.546875
	Iteration 11Q: 3 clusters Score -257045.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -257074.828125 Penalty: 3817.546875
	Iteration 12Q: 3 clusters Score -257074.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -257095.437500 Penalty: 3817.546875
	Iteration 13Q: 3 clusters Score -257095.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -257106.281250 Penalty: 3817.546875
	Iteration 14Q: 3 clusters Score -257106.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -257113.953125 Penalty: 3817.546875
	Iteration 15Q: 3 clusters Score -257114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -257121.703125 Penalty: 3817.546875
	Iteration 16Q: 3 clusters Score -257121.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -257125.484375 Penalty: 3817.546875
	Iteration 17Q: 3 clusters Score -257125.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -257129.828125 Penalty: 3817.546875
	Iteration 18Q: 3 clusters Score -257129.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -257137.171875 Penalty: 3817.546875
	Iteration 19Q: 3 clusters Score -257137.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -257142.953125 Penalty: 3817.546875
	Iteration 20F: 3 clusters Score -257143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -257152.968750 Penalty: 3817.546875
	Iteration 21Q: 3 clusters Score -257153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -257161.625000 Penalty: 3817.546875
	Iteration 22Q: 3 clusters Score -257161.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -257171.328125 Penalty: 3817.546875
	Iteration 23Q: 3 clusters Score -257171.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -257181.281250 Penalty: 3817.546875
	Iteration 24Q: 3 clusters Score -257181.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -257186.875000 Penalty: 3817.546875
	Iteration 25Q: 3 clusters Score -257186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -257191.187500 Penalty: 3817.546875
	Iteration 26Q: 3 clusters Score -257191.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -257193.125000 Penalty: 3817.546875
	Iteration 27Q: 3 clusters Score -257193.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -257194.578125 Penalty: 3817.546875
	Iteration 28Q: 3 clusters Score -257194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -257194.812500 Penalty: 3817.546875
	Iteration 29Q: 3 clusters Score -257194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -257195.343750 Penalty: 3817.546875
	Iteration 30Q: 3 clusters Score -257195.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -257195.343750 Penalty: 3817.546875
	Iteration 31F: 3 clusters Score -257195.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (91566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91566 members 
Entering Unmasked Estep 
Score: -11161219.000000 Penalty: 2833.354248
	Iteration 0F: 2 clusters Score -1.116122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -11099688.000000 Penalty: 5666.708496
	Iteration 0F: 3 clusters Score -1.109969e+07 nChanged 43176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -11124665.000000 Penalty: 5666.708496
	Iteration 1F: 3 clusters Score -1.112466e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -11125480.000000 Penalty: 5666.708496
	Iteration 2Q: 3 clusters Score -1.112548e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -11126353.000000 Penalty: 5666.708496
	Iteration 3Q: 3 clusters Score -1.112635e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -11127582.000000 Penalty: 5666.708496
	Iteration 4Q: 3 clusters Score -1.112758e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -11128863.000000 Penalty: 5666.708496
	Iteration 5Q: 3 clusters Score -1.112886e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -11130889.000000 Penalty: 5666.708496
	Iteration 6Q: 3 clusters Score -1.113089e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -11133642.000000 Penalty: 5666.708496
	Iteration 7F: 3 clusters Score -1.113364e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -11137528.000000 Penalty: 5666.708496
	Iteration 8F: 3 clusters Score -1.113753e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -11142246.000000 Penalty: 5666.708496
	Iteration 9F: 3 clusters Score -1.114225e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -11147155.000000 Penalty: 5666.708496
	Iteration 10F: 3 clusters Score -1.114716e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -11151535.000000 Penalty: 5666.708496
	Iteration 11F: 3 clusters Score -1.115154e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -11154568.000000 Penalty: 5666.708496
	Iteration 12Q: 3 clusters Score -1.115457e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -11156402.000000 Penalty: 5666.708496
	Iteration 13Q: 3 clusters Score -1.11564e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 88287 members 
Entering Unmasked Estep 
Score: -11157456.000000 Penalty: 5666.708496
	Iteration 14Q: 3 clusters Score -1.115746e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 89122 members 
Entering Unmasked Estep 
Score: -11158025.000000 Penalty: 5666.708496
	Iteration 15Q: 3 clusters Score -1.115802e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -11158350.000000 Penalty: 5666.708496
	Iteration 16Q: 3 clusters Score -1.115835e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -11158541.000000 Penalty: 5666.708496
	Iteration 17Q: 3 clusters Score -1.115854e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 90042 members 
Entering Unmasked Estep 
Score: -11158635.000000 Penalty: 5666.708496
	Iteration 18Q: 3 clusters Score -1.115864e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -11158719.000000 Penalty: 5666.708496
	Iteration 19Q: 3 clusters Score -1.115872e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 90239 members 
Entering Unmasked Estep 
Score: -11158793.000000 Penalty: 5666.708496
	Iteration 20F: 3 clusters Score -1.115879e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 90293 members 
Entering Unmasked Estep 
Score: -11158826.000000 Penalty: 5666.708496
	Iteration 21Q: 3 clusters Score -1.115883e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 90339 members 
Entering Unmasked Estep 
Score: -11158869.000000 Penalty: 5666.708496
	Iteration 22Q: 3 clusters Score -1.115887e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -11158888.000000 Penalty: 5666.708496
	Iteration 23Q: 3 clusters Score -1.115889e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -11158918.000000 Penalty: 5666.708496
	Iteration 24Q: 3 clusters Score -1.115892e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -11158938.000000 Penalty: 5666.708496
	Iteration 25Q: 3 clusters Score -1.115894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 90431 members 
Entering Unmasked Estep 
Score: -11158943.000000 Penalty: 5666.708496
	Iteration 26Q: 3 clusters Score -1.115894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 90438 members 
Entering Unmasked Estep 
Score: -11158968.000000 Penalty: 5666.708496
	Iteration 27Q: 3 clusters Score -1.115897e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 90448 members 
Entering Unmasked Estep 
Score: -11158973.000000 Penalty: 5666.708496
	Iteration 28Q: 3 clusters Score -1.115897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 90458 members 
Entering Unmasked Estep 
Score: -11158974.000000 Penalty: 5666.708496
	Iteration 29Q: 3 clusters Score -1.115897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -11158981.000000 Penalty: 5666.708496
	Iteration 30Q: 3 clusters Score -1.115898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 90480 members 
Entering Unmasked Estep 
Score: -11158979.000000 Penalty: 5666.708496
	Iteration 31Q: 3 clusters Score -1.115898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 90486 members 
Entering Unmasked Estep 
Score: -11158976.000000 Penalty: 5666.708496
	Iteration 32Q: 3 clusters Score -1.115898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 90489 members 
Entering Unmasked Estep 
Score: -11158980.000000 Penalty: 5666.708496
	Iteration 33Q: 3 clusters Score -1.115898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -11158993.000000 Penalty: 5666.708496
	Iteration 34Q: 3 clusters Score -1.115899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 90499 members 
Entering Unmasked Estep 
Score: -11158980.000000 Penalty: 5666.708496
	Iteration 35Q: 3 clusters Score -1.115898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 90501 members 
Entering Unmasked Estep 
Score: -11158993.000000 Penalty: 5666.708496
	Iteration 36Q: 3 clusters Score -1.115899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 90502 members 
Entering Unmasked Estep 
Score: -11159000.000000 Penalty: 5666.708496
	Iteration 37Q: 3 clusters Score -1.1159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 90505 members 
Entering Unmasked Estep 
Score: -11159002.000000 Penalty: 5666.708496
	Iteration 38Q: 3 clusters Score -1.1159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 90509 members 
Entering Unmasked Estep 
Score: -11159008.000000 Penalty: 5666.708496
	Iteration 39Q: 3 clusters Score -1.115901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 90514 members 
Entering Unmasked Estep 
Score: -11159017.000000 Penalty: 5666.708496
	Iteration 40F: 3 clusters Score -1.115902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 90515 members 
Entering Unmasked Estep 
Score: -11159017.000000 Penalty: 5666.708496
	Iteration 41Q: 3 clusters Score -1.115902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 90516 members 
Entering Unmasked Estep 
Score: -11159011.000000 Penalty: 5666.708496
	Iteration 42Q: 3 clusters Score -1.115901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 90516 members 
Entering Unmasked Estep 
Score: -11159011.000000 Penalty: 5666.708496
	Iteration 43F: 3 clusters Score -1.115901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -429827.843750 Penalty: 2036.110718
	Iteration 0F: 2 clusters Score -429827.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -426179.375000 Penalty: 4072.221436
	Iteration 0F: 3 clusters Score -426179.4 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -427015.125000 Penalty: 4072.221436
	Iteration 1F: 3 clusters Score -427015.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -427224.750000 Penalty: 4072.221436
	Iteration 2F: 3 clusters Score -427224.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -427345.812500 Penalty: 4072.221436
	Iteration 3F: 3 clusters Score -427345.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -427434.781250 Penalty: 4072.221436
	Iteration 4Q: 3 clusters Score -427434.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -427507.875000 Penalty: 4072.221436
	Iteration 5Q: 3 clusters Score -427507.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -427558.375000 Penalty: 4072.221436
	Iteration 6Q: 3 clusters Score -427558.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -427598.562500 Penalty: 4072.221436
	Iteration 7Q: 3 clusters Score -427598.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -427625.562500 Penalty: 4072.221436
	Iteration 8Q: 3 clusters Score -427625.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -427647.656250 Penalty: 4072.221436
	Iteration 9Q: 3 clusters Score -427647.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -427669.000000 Penalty: 4072.221436
	Iteration 10Q: 3 clusters Score -427669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -427691.968750 Penalty: 4072.221436
	Iteration 11Q: 3 clusters Score -427692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -427706.031250 Penalty: 4072.221436
	Iteration 12Q: 3 clusters Score -427706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -427722.718750 Penalty: 4072.221436
	Iteration 13Q: 3 clusters Score -427722.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -427739.750000 Penalty: 4072.221436
	Iteration 14Q: 3 clusters Score -427739.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -427756.906250 Penalty: 4072.221436
	Iteration 15Q: 3 clusters Score -427756.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -427773.437500 Penalty: 4072.221436
	Iteration 16Q: 3 clusters Score -427773.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -427785.875000 Penalty: 4072.221436
	Iteration 17Q: 3 clusters Score -427785.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -427796.906250 Penalty: 4072.221436
	Iteration 18Q: 3 clusters Score -427796.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -427808.562500 Penalty: 4072.221436
	Iteration 19Q: 3 clusters Score -427808.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -427832.062500 Penalty: 4072.221436
	Iteration 20F: 3 clusters Score -427832.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -427848.312500 Penalty: 4072.221436
	Iteration 21Q: 3 clusters Score -427848.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -427861.968750 Penalty: 4072.221436
	Iteration 22Q: 3 clusters Score -427862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -427874.156250 Penalty: 4072.221436
	Iteration 23Q: 3 clusters Score -427874.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -427884.406250 Penalty: 4072.221436
	Iteration 24Q: 3 clusters Score -427884.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -427893.062500 Penalty: 4072.221436
	Iteration 25Q: 3 clusters Score -427893.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -427896.906250 Penalty: 4072.221436
	Iteration 26Q: 3 clusters Score -427896.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -427903.218750 Penalty: 4072.221436
	Iteration 27Q: 3 clusters Score -427903.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -427909.625000 Penalty: 4072.221436
	Iteration 28Q: 3 clusters Score -427909.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -427914.218750 Penalty: 4072.221436
	Iteration 29Q: 3 clusters Score -427914.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -427921.593750 Penalty: 4072.221436
	Iteration 30Q: 3 clusters Score -427921.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -427931.781250 Penalty: 4072.221436
	Iteration 31Q: 3 clusters Score -427931.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -427936.875000 Penalty: 4072.221436
	Iteration 32Q: 3 clusters Score -427936.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -427942.437500 Penalty: 4072.221436
	Iteration 33Q: 3 clusters Score -427942.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -427948.031250 Penalty: 4072.221436
	Iteration 34Q: 3 clusters Score -427948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -427954.625000 Penalty: 4072.221436
	Iteration 35Q: 3 clusters Score -427954.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -427958.156250 Penalty: 4072.221436
	Iteration 36Q: 3 clusters Score -427958.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -427962.000000 Penalty: 4072.221436
	Iteration 37Q: 3 clusters Score -427962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -427964.843750 Penalty: 4072.221436
	Iteration 38Q: 3 clusters Score -427964.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -427968.656250 Penalty: 4072.221436
	Iteration 39Q: 3 clusters Score -427968.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -427972.031250 Penalty: 4072.221436
	Iteration 40F: 3 clusters Score -427972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -427974.281250 Penalty: 4072.221436
	Iteration 41Q: 3 clusters Score -427974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -427976.156250 Penalty: 4072.221436
	Iteration 42Q: 3 clusters Score -427976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -427976.031250 Penalty: 4072.221436
	Iteration 43Q: 3 clusters Score -427976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -427976.812500 Penalty: 4072.221436
	Iteration 44Q: 3 clusters Score -427976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -427976.812500 Penalty: 4072.221436
	Iteration 45F: 3 clusters Score -427976.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (8005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Entering Unmasked Estep 
Score: -958438.312500 Penalty: 2228.979736
	Iteration 0F: 2 clusters Score -958438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -951973.562500 Penalty: 4457.959473
	Iteration 0F: 3 clusters Score -951973.6 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -953784.375000 Penalty: 4457.959473
	Iteration 1F: 3 clusters Score -953784.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -954078.625000 Penalty: 4457.959473
	Iteration 2F: 3 clusters Score -954078.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -954305.687500 Penalty: 4457.959473
	Iteration 3F: 3 clusters Score -954305.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -954491.687500 Penalty: 4457.959473
	Iteration 4Q: 3 clusters Score -954491.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -954668.062500 Penalty: 4457.959473
	Iteration 5Q: 3 clusters Score -954668.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -954848.937500 Penalty: 4457.959473
	Iteration 6Q: 3 clusters Score -954848.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -955030.312500 Penalty: 4457.959473
	Iteration 7Q: 3 clusters Score -955030.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -955204.375000 Penalty: 4457.959473
	Iteration 8Q: 3 clusters Score -955204.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -955379.625000 Penalty: 4457.959473
	Iteration 9Q: 3 clusters Score -955379.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -955518.000000 Penalty: 4457.959473
	Iteration 10Q: 3 clusters Score -955518 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -955647.937500 Penalty: 4457.959473
	Iteration 11Q: 3 clusters Score -955647.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -955762.875000 Penalty: 4457.959473
	Iteration 12Q: 3 clusters Score -955762.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -955867.375000 Penalty: 4457.959473
	Iteration 13Q: 3 clusters Score -955867.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -955968.937500 Penalty: 4457.959473
	Iteration 14Q: 3 clusters Score -955968.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -956060.125000 Penalty: 4457.959473
	Iteration 15Q: 3 clusters Score -956060.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -956131.500000 Penalty: 4457.959473
	Iteration 16Q: 3 clusters Score -956131.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -956204.250000 Penalty: 4457.959473
	Iteration 17Q: 3 clusters Score -956204.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -956264.625000 Penalty: 4457.959473
	Iteration 18Q: 3 clusters Score -956264.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -956311.937500 Penalty: 4457.959473
	Iteration 19Q: 3 clusters Score -956311.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -956347.250000 Penalty: 4457.959473
	Iteration 20F: 3 clusters Score -956347.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -956370.187500 Penalty: 4457.959473
	Iteration 21Q: 3 clusters Score -956370.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -956386.875000 Penalty: 4457.959473
	Iteration 22Q: 3 clusters Score -956386.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -956405.500000 Penalty: 4457.959473
	Iteration 23Q: 3 clusters Score -956405.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -956418.312500 Penalty: 4457.959473
	Iteration 24Q: 3 clusters Score -956418.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -956430.687500 Penalty: 4457.959473
	Iteration 25Q: 3 clusters Score -956430.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -956442.062500 Penalty: 4457.959473
	Iteration 26Q: 3 clusters Score -956442.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -956455.437500 Penalty: 4457.959473
	Iteration 27Q: 3 clusters Score -956455.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -956466.875000 Penalty: 4457.959473
	Iteration 28Q: 3 clusters Score -956466.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -956482.000000 Penalty: 4457.959473
	Iteration 29Q: 3 clusters Score -956482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -956493.375000 Penalty: 4457.959473
	Iteration 30Q: 3 clusters Score -956493.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -956508.750000 Penalty: 4457.959473
	Iteration 31Q: 3 clusters Score -956508.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -956510.125000 Penalty: 4457.959473
	Iteration 32Q: 3 clusters Score -956510.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -956515.312500 Penalty: 4457.959473
	Iteration 33Q: 3 clusters Score -956515.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -956521.562500 Penalty: 4457.959473
	Iteration 34Q: 3 clusters Score -956521.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -956522.750000 Penalty: 4457.959473
	Iteration 35Q: 3 clusters Score -956522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -956524.062500 Penalty: 4457.959473
	Iteration 36Q: 3 clusters Score -956524.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -956528.187500 Penalty: 4457.959473
	Iteration 37Q: 3 clusters Score -956528.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -956529.062500 Penalty: 4457.959473
	Iteration 38Q: 3 clusters Score -956529.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -956532.375000 Penalty: 4457.959473
	Iteration 39Q: 3 clusters Score -956532.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -956534.875000 Penalty: 4457.959473
	Iteration 40F: 3 clusters Score -956534.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -956536.750000 Penalty: 4457.959473
	Iteration 41Q: 3 clusters Score -956536.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -956536.562500 Penalty: 4457.959473
	Iteration 42Q: 3 clusters Score -956536.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -956539.875000 Penalty: 4457.959473
	Iteration 43Q: 3 clusters Score -956539.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -956539.875000 Penalty: 4457.959473
	Iteration 44Q: 3 clusters Score -956539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -956541.750000 Penalty: 4457.959473
	Iteration 45Q: 3 clusters Score -956541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -956541.750000 Penalty: 4457.959473
	Iteration 46F: 3 clusters Score -956541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (229093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229093 members 
Entering Unmasked Estep 
Score: -27951254.000000 Penalty: 3060.787109
	Iteration 0F: 2 clusters Score -2.795125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114403 members 
Mstep: Class 2 contains 114690 members 
Entering Unmasked Estep 
Score: -27808140.000000 Penalty: 6121.574219
	Iteration 0F: 3 clusters Score -2.780814e+07 nChanged 110784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110301 members 
Mstep: Class 2 contains 118792 members 
Entering Unmasked Estep 
Score: -27873236.000000 Penalty: 6121.574219
	Iteration 1F: 3 clusters Score -2.787324e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108174 members 
Mstep: Class 2 contains 120919 members 
Entering Unmasked Estep 
Score: -27874368.000000 Penalty: 6121.574219
	Iteration 2Q: 3 clusters Score -2.787437e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104909 members 
Mstep: Class 2 contains 124184 members 
Entering Unmasked Estep 
Score: -27876146.000000 Penalty: 6121.574219
	Iteration 3Q: 3 clusters Score -2.787615e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99831 members 
Mstep: Class 2 contains 129262 members 
Entering Unmasked Estep 
Score: -27878752.000000 Penalty: 6121.574219
	Iteration 4Q: 3 clusters Score -2.787875e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92470 members 
Mstep: Class 2 contains 136623 members 
Entering Unmasked Estep 
Score: -27882976.000000 Penalty: 6121.574219
	Iteration 5Q: 3 clusters Score -2.788298e+07 nChanged 12621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 146530 members 
Entering Unmasked Estep 
Score: -27889364.000000 Penalty: 6121.574219
	Iteration 6F: 3 clusters Score -2.788936e+07 nChanged 14859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70214 members 
Mstep: Class 2 contains 158879 members 
Entering Unmasked Estep 
Score: -27898156.000000 Penalty: 6121.574219
	Iteration 7F: 3 clusters Score -2.789816e+07 nChanged 15624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 172181 members 
Entering Unmasked Estep 
Score: -27908296.000000 Penalty: 6121.574219
	Iteration 8F: 3 clusters Score -2.79083e+07 nChanged 14689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 185118 members 
Entering Unmasked Estep 
Score: -27919292.000000 Penalty: 6121.574219
	Iteration 9F: 3 clusters Score -2.791929e+07 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 197418 members 
Entering Unmasked Estep 
Score: -27929446.000000 Penalty: 6121.574219
	Iteration 10F: 3 clusters Score -2.792945e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 208097 members 
Entering Unmasked Estep 
Score: -27937148.000000 Penalty: 6121.574219
	Iteration 11Q: 3 clusters Score -2.793715e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 216257 members 
Entering Unmasked Estep 
Score: -27942268.000000 Penalty: 6121.574219
	Iteration 12Q: 3 clusters Score -2.794227e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 221593 members 
Entering Unmasked Estep 
Score: -27945128.000000 Penalty: 6121.574219
	Iteration 13Q: 3 clusters Score -2.794513e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 224704 members 
Entering Unmasked Estep 
Score: -27946802.000000 Penalty: 6121.574219
	Iteration 14Q: 3 clusters Score -2.79468e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 226328 members 
Entering Unmasked Estep 
Score: -27947564.000000 Penalty: 6121.574219
	Iteration 15Q: 3 clusters Score -2.794756e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 227190 members 
Entering Unmasked Estep 
Score: -27948036.000000 Penalty: 6121.574219
	Iteration 16Q: 3 clusters Score -2.794804e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 227661 members 
Entering Unmasked Estep 
Score: -27948178.000000 Penalty: 6121.574219
	Iteration 17Q: 3 clusters Score -2.794818e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 227894 members 
Entering Unmasked Estep 
Score: -27948324.000000 Penalty: 6121.574219
	Iteration 18Q: 3 clusters Score -2.794832e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 228046 members 
Entering Unmasked Estep 
Score: -27948378.000000 Penalty: 6121.574219
	Iteration 19Q: 3 clusters Score -2.794838e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 228137 members 
Entering Unmasked Estep 
Score: -27948460.000000 Penalty: 6121.574219
	Iteration 20F: 3 clusters Score -2.794846e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 228194 members 
Entering Unmasked Estep 
Score: -27948490.000000 Penalty: 6121.574219
	Iteration 21Q: 3 clusters Score -2.794849e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 228243 members 
Entering Unmasked Estep 
Score: -27948506.000000 Penalty: 6121.574219
	Iteration 22Q: 3 clusters Score -2.794851e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 228280 members 
Entering Unmasked Estep 
Score: -27948528.000000 Penalty: 6121.574219
	Iteration 23Q: 3 clusters Score -2.794853e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 228309 members 
Entering Unmasked Estep 
Score: -27948580.000000 Penalty: 6121.574219
	Iteration 24Q: 3 clusters Score -2.794858e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 228334 members 
Entering Unmasked Estep 
Score: -27948598.000000 Penalty: 6121.574219
	Iteration 25Q: 3 clusters Score -2.79486e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 228343 members 
Entering Unmasked Estep 
Score: -27948598.000000 Penalty: 6121.574219
	Iteration 26Q: 3 clusters Score -2.79486e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 228353 members 
Entering Unmasked Estep 
Score: -27948590.000000 Penalty: 6121.574219
	Iteration 27Q: 3 clusters Score -2.794859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 228359 members 
Entering Unmasked Estep 
Score: -27948610.000000 Penalty: 6121.574219
	Iteration 28Q: 3 clusters Score -2.794861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 228362 members 
Entering Unmasked Estep 
Score: -27948628.000000 Penalty: 6121.574219
	Iteration 29Q: 3 clusters Score -2.794863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 228371 members 
Entering Unmasked Estep 
Score: -27948622.000000 Penalty: 6121.574219
	Iteration 30Q: 3 clusters Score -2.794862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 228376 members 
Entering Unmasked Estep 
Score: -27948614.000000 Penalty: 6121.574219
	Iteration 31Q: 3 clusters Score -2.794861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 228381 members 
Entering Unmasked Estep 
Score: -27948632.000000 Penalty: 6121.574219
	Iteration 32Q: 3 clusters Score -2.794863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 228383 members 
Entering Unmasked Estep 
Score: -27948628.000000 Penalty: 6121.574219
	Iteration 33Q: 3 clusters Score -2.794863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 228389 members 
Entering Unmasked Estep 
Score: -27948644.000000 Penalty: 6121.574219
	Iteration 34Q: 3 clusters Score -2.794864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 228395 members 
Entering Unmasked Estep 
Score: -27948662.000000 Penalty: 6121.574219
	Iteration 35Q: 3 clusters Score -2.794866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 228401 members 
Entering Unmasked Estep 
Score: -27948660.000000 Penalty: 6121.574219
	Iteration 36Q: 3 clusters Score -2.794866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 228408 members 
Entering Unmasked Estep 
Score: -27948648.000000 Penalty: 6121.574219
	Iteration 37Q: 3 clusters Score -2.794865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 228410 members 
Entering Unmasked Estep 
Score: -27948646.000000 Penalty: 6121.574219
	Iteration 38Q: 3 clusters Score -2.794865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 228413 members 
Entering Unmasked Estep 
Score: -27948632.000000 Penalty: 6121.574219
	Iteration 39Q: 3 clusters Score -2.794863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 228413 members 
Entering Unmasked Estep 
Score: -27948632.000000 Penalty: 6121.574219
	Iteration 40F: 3 clusters Score -2.794863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Entering Unmasked Estep 
Score: -454496.562500 Penalty: 2050.772461
	Iteration 0F: 2 clusters Score -454496.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -450672.125000 Penalty: 4101.544922
	Iteration 0F: 3 clusters Score -450672.1 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -451522.562500 Penalty: 4101.544922
	Iteration 1F: 3 clusters Score -451522.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -451733.187500 Penalty: 4101.544922
	Iteration 2F: 3 clusters Score -451733.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -451881.218750 Penalty: 4101.544922
	Iteration 3F: 3 clusters Score -451881.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -452026.781250 Penalty: 4101.544922
	Iteration 4Q: 3 clusters Score -452026.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -452220.937500 Penalty: 4101.544922
	Iteration 5Q: 3 clusters Score -452220.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -452480.968750 Penalty: 4101.544922
	Iteration 6F: 3 clusters Score -452481 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -452780.562500 Penalty: 4101.544922
	Iteration 7F: 3 clusters Score -452780.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -453107.281250 Penalty: 4101.544922
	Iteration 8F: 3 clusters Score -453107.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -453367.656250 Penalty: 4101.544922
	Iteration 9F: 3 clusters Score -453367.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -453595.656250 Penalty: 4101.544922
	Iteration 10Q: 3 clusters Score -453595.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -453784.593750 Penalty: 4101.544922
	Iteration 11Q: 3 clusters Score -453784.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -453948.375000 Penalty: 4101.544922
	Iteration 12Q: 3 clusters Score -453948.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -454098.750000 Penalty: 4101.544922
	Iteration 13Q: 3 clusters Score -454098.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -454246.343750 Penalty: 4101.544922
	Iteration 14Q: 3 clusters Score -454246.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -454382.187500 Penalty: 4101.544922
	Iteration 15Q: 3 clusters Score -454382.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -454482.812500 Penalty: 4101.544922
	Iteration 16Q: 3 clusters Score -454482.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -454545.937500 Penalty: 4101.544922
	Iteration 17Q: 3 clusters Score -454545.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -454585.125000 Penalty: 4101.544922
	Iteration 18Q: 3 clusters Score -454585.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -454600.968750 Penalty: 4101.544922
	Iteration 19Q: 3 clusters Score -454601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -454605.593750 Penalty: 4101.544922
	Iteration 20F: 3 clusters Score -454605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -454609.218750 Penalty: 4101.544922
	Iteration 21Q: 3 clusters Score -454609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -454610.625000 Penalty: 4101.544922
	Iteration 22Q: 3 clusters Score -454610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -454612.187500 Penalty: 4101.544922
	Iteration 23Q: 3 clusters Score -454612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -454612.187500 Penalty: 4101.544922
	Iteration 24F: 3 clusters Score -454612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 45718 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32380 members 
Mstep: Class 8 contains 137237 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 16262 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 13474 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 16913 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92704 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 17691 members 
Mstep: Class 29 contains 24494 members 
Mstep: Class 30 contains 37566 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 4469 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 18284 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19426 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17050 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 897 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91566 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8005 members 
Mstep: Class 57 contains 229093 members 
Mstep: Class 58 contains 2011 members 
Mstep: Class 59 contains 8424 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 8900 members 
Mstep: Class 62 contains 2208 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2855 members 
Mstep: Class 66 contains 7627 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6117 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3718 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3936 members 
Mstep: Class 76 contains 10343 members 
Mstep: Class 77 contains 314 members 
Mstep: Class 78 contains 5150 members 
Mstep: Class 79 contains 18803 members 
Mstep: Class 80 contains 28744 members 
Mstep: Class 81 contains 1716 members 
Mstep: Class 82 contains 1891 members 
Entering Unmasked Estep 
Score: -154526864.000000 Penalty: 286492.562500
Splitting cluster 58 changes total score from -154526144.000000 to -154526864.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 59 (8424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Entering Unmasked Estep 
Score: -988278.937500 Penalty: 2241.632324
	Iteration 0F: 2 clusters Score -988278.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -981560.125000 Penalty: 4483.264648
	Iteration 0F: 3 clusters Score -981560.1 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -983507.125000 Penalty: 4483.264648
	Iteration 1F: 3 clusters Score -983507.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -983879.000000 Penalty: 4483.264648
	Iteration 2F: 3 clusters Score -983879 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -984223.937500 Penalty: 4483.264648
	Iteration 3F: 3 clusters Score -984223.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -984551.375000 Penalty: 4483.264648
	Iteration 4F: 3 clusters Score -984551.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -984882.312500 Penalty: 4483.264648
	Iteration 5F: 3 clusters Score -984882.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -985230.750000 Penalty: 4483.264648
	Iteration 6F: 3 clusters Score -985230.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -985530.687500 Penalty: 4483.264648
	Iteration 7F: 3 clusters Score -985530.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -985753.312500 Penalty: 4483.264648
	Iteration 8Q: 3 clusters Score -985753.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -985902.375000 Penalty: 4483.264648
	Iteration 9Q: 3 clusters Score -985902.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -985991.750000 Penalty: 4483.264648
	Iteration 10Q: 3 clusters Score -985991.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -986051.062500 Penalty: 4483.264648
	Iteration 11Q: 3 clusters Score -986051.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -986101.500000 Penalty: 4483.264648
	Iteration 12Q: 3 clusters Score -986101.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -986128.500000 Penalty: 4483.264648
	Iteration 13Q: 3 clusters Score -986128.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -986151.250000 Penalty: 4483.264648
	Iteration 14Q: 3 clusters Score -986151.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -986158.750000 Penalty: 4483.264648
	Iteration 15Q: 3 clusters Score -986158.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -986165.187500 Penalty: 4483.264648
	Iteration 16Q: 3 clusters Score -986165.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -986169.437500 Penalty: 4483.264648
	Iteration 17Q: 3 clusters Score -986169.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -986174.937500 Penalty: 4483.264648
	Iteration 18Q: 3 clusters Score -986174.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -986173.937500 Penalty: 4483.264648
	Iteration 19Q: 3 clusters Score -986173.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -986176.500000 Penalty: 4483.264648
	Iteration 20F: 3 clusters Score -986176.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -986177.875000 Penalty: 4483.264648
	Iteration 21Q: 3 clusters Score -986177.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -986179.750000 Penalty: 4483.264648
	Iteration 22Q: 3 clusters Score -986179.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -986180.687500 Penalty: 4483.264648
	Iteration 23Q: 3 clusters Score -986180.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -986181.375000 Penalty: 4483.264648
	Iteration 24Q: 3 clusters Score -986181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -986183.562500 Penalty: 4483.264648
	Iteration 25Q: 3 clusters Score -986183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -986183.312500 Penalty: 4483.264648
	Iteration 26Q: 3 clusters Score -986183.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -986183.312500 Penalty: 4483.264648
	Iteration 27F: 3 clusters Score -986183.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Entering Unmasked Estep 
Score: -652877.875000 Penalty: 2144.497803
	Iteration 0F: 2 clusters Score -652877.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -647911.312500 Penalty: 4288.995605
	Iteration 0F: 3 clusters Score -647911.3 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -649172.687500 Penalty: 4288.995605
	Iteration 1F: 3 clusters Score -649172.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -649511.500000 Penalty: 4288.995605
	Iteration 2F: 3 clusters Score -649511.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -649773.687500 Penalty: 4288.995605
	Iteration 3F: 3 clusters Score -649773.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -649965.687500 Penalty: 4288.995605
	Iteration 4Q: 3 clusters Score -649965.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -650115.125000 Penalty: 4288.995605
	Iteration 5Q: 3 clusters Score -650115.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -650219.875000 Penalty: 4288.995605
	Iteration 6Q: 3 clusters Score -650219.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -650317.812500 Penalty: 4288.995605
	Iteration 7Q: 3 clusters Score -650317.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -650399.687500 Penalty: 4288.995605
	Iteration 8Q: 3 clusters Score -650399.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -650461.937500 Penalty: 4288.995605
	Iteration 9Q: 3 clusters Score -650461.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -650507.750000 Penalty: 4288.995605
	Iteration 10Q: 3 clusters Score -650507.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -650555.625000 Penalty: 4288.995605
	Iteration 11Q: 3 clusters Score -650555.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -650591.125000 Penalty: 4288.995605
	Iteration 12Q: 3 clusters Score -650591.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -650622.062500 Penalty: 4288.995605
	Iteration 13Q: 3 clusters Score -650622.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -650656.187500 Penalty: 4288.995605
	Iteration 14Q: 3 clusters Score -650656.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -650690.687500 Penalty: 4288.995605
	Iteration 15Q: 3 clusters Score -650690.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -650720.687500 Penalty: 4288.995605
	Iteration 16Q: 3 clusters Score -650720.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -650748.625000 Penalty: 4288.995605
	Iteration 17Q: 3 clusters Score -650748.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -650770.812500 Penalty: 4288.995605
	Iteration 18Q: 3 clusters Score -650770.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -650790.937500 Penalty: 4288.995605
	Iteration 19Q: 3 clusters Score -650790.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -650806.625000 Penalty: 4288.995605
	Iteration 20F: 3 clusters Score -650806.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -650822.375000 Penalty: 4288.995605
	Iteration 21Q: 3 clusters Score -650822.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -650835.312500 Penalty: 4288.995605
	Iteration 22Q: 3 clusters Score -650835.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -650844.750000 Penalty: 4288.995605
	Iteration 23Q: 3 clusters Score -650844.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -650851.625000 Penalty: 4288.995605
	Iteration 24Q: 3 clusters Score -650851.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -650856.375000 Penalty: 4288.995605
	Iteration 25Q: 3 clusters Score -650856.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -650862.625000 Penalty: 4288.995605
	Iteration 26Q: 3 clusters Score -650862.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -650867.125000 Penalty: 4288.995605
	Iteration 27Q: 3 clusters Score -650867.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -650870.000000 Penalty: 4288.995605
	Iteration 28Q: 3 clusters Score -650870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -650873.500000 Penalty: 4288.995605
	Iteration 29Q: 3 clusters Score -650873.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -650875.437500 Penalty: 4288.995605
	Iteration 30Q: 3 clusters Score -650875.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -650879.187500 Penalty: 4288.995605
	Iteration 31Q: 3 clusters Score -650879.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -650882.187500 Penalty: 4288.995605
	Iteration 32Q: 3 clusters Score -650882.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -650884.625000 Penalty: 4288.995605
	Iteration 33Q: 3 clusters Score -650884.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -650884.812500 Penalty: 4288.995605
	Iteration 34Q: 3 clusters Score -650884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -650887.750000 Penalty: 4288.995605
	Iteration 35Q: 3 clusters Score -650887.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -650888.562500 Penalty: 4288.995605
	Iteration 36Q: 3 clusters Score -650888.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -650890.875000 Penalty: 4288.995605
	Iteration 37Q: 3 clusters Score -650890.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -650891.937500 Penalty: 4288.995605
	Iteration 38Q: 3 clusters Score -650891.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -650893.937500 Penalty: 4288.995605
	Iteration 39Q: 3 clusters Score -650893.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -650896.750000 Penalty: 4288.995605
	Iteration 40F: 3 clusters Score -650896.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -650897.625000 Penalty: 4288.995605
	Iteration 41Q: 3 clusters Score -650897.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -650899.812500 Penalty: 4288.995605
	Iteration 42Q: 3 clusters Score -650899.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -650901.062500 Penalty: 4288.995605
	Iteration 43Q: 3 clusters Score -650901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -650900.812500 Penalty: 4288.995605
	Iteration 44Q: 3 clusters Score -650900.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -650904.625000 Penalty: 4288.995605
	Iteration 45Q: 3 clusters Score -650904.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -650907.187500 Penalty: 4288.995605
	Iteration 46Q: 3 clusters Score -650907.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -650909.625000 Penalty: 4288.995605
	Iteration 47Q: 3 clusters Score -650909.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -650911.312500 Penalty: 4288.995605
	Iteration 48Q: 3 clusters Score -650911.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -650911.937500 Penalty: 4288.995605
	Iteration 49Q: 3 clusters Score -650911.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -650912.375000 Penalty: 4288.995605
	Iteration 50Q: 3 clusters Score -650912.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -650914.500000 Penalty: 4288.995605
	Iteration 51Q: 3 clusters Score -650914.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -650915.000000 Penalty: 4288.995605
	Iteration 52Q: 3 clusters Score -650915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -650915.687500 Penalty: 4288.995605
	Iteration 53Q: 3 clusters Score -650915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -650915.625000 Penalty: 4288.995605
	Iteration 54Q: 3 clusters Score -650915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -650915.875000 Penalty: 4288.995605
	Iteration 55Q: 3 clusters Score -650915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -650915.437500 Penalty: 4288.995605
	Iteration 56Q: 3 clusters Score -650915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -650916.812500 Penalty: 4288.995605
	Iteration 57Q: 3 clusters Score -650916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -650916.125000 Penalty: 4288.995605
	Iteration 58Q: 3 clusters Score -650916.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -650916.875000 Penalty: 4288.995605
	Iteration 59Q: 3 clusters Score -650916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -650916.937500 Penalty: 4288.995605
	Iteration 60F: 3 clusters Score -650916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -650918.375000 Penalty: 4288.995605
	Iteration 61Q: 3 clusters Score -650918.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -650918.687500 Penalty: 4288.995605
	Iteration 62Q: 3 clusters Score -650918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -650918.437500 Penalty: 4288.995605
	Iteration 63Q: 3 clusters Score -650918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -650919.062500 Penalty: 4288.995605
	Iteration 64Q: 3 clusters Score -650919.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -650920.875000 Penalty: 4288.995605
	Iteration 65Q: 3 clusters Score -650920.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -650920.875000 Penalty: 4288.995605
	Iteration 66F: 3 clusters Score -650920.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (8900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Entering Unmasked Estep 
Score: -956487.812500 Penalty: 2255.263916
	Iteration 0F: 2 clusters Score -956487.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -949536.437500 Penalty: 4510.527832
	Iteration 0F: 3 clusters Score -949536.4 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -951913.937500 Penalty: 4510.527832
	Iteration 1F: 3 clusters Score -951913.9 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -952462.437500 Penalty: 4510.527832
	Iteration 2F: 3 clusters Score -952462.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -952881.375000 Penalty: 4510.527832
	Iteration 3F: 3 clusters Score -952881.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -953224.812500 Penalty: 4510.527832
	Iteration 4F: 3 clusters Score -953224.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -953545.437500 Penalty: 4510.527832
	Iteration 5F: 3 clusters Score -953545.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -953815.812500 Penalty: 4510.527832
	Iteration 6Q: 3 clusters Score -953815.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -954044.437500 Penalty: 4510.527832
	Iteration 7Q: 3 clusters Score -954044.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -954226.937500 Penalty: 4510.527832
	Iteration 8Q: 3 clusters Score -954226.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -954376.125000 Penalty: 4510.527832
	Iteration 9Q: 3 clusters Score -954376.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -954501.750000 Penalty: 4510.527832
	Iteration 10Q: 3 clusters Score -954501.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -954638.250000 Penalty: 4510.527832
	Iteration 11Q: 3 clusters Score -954638.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -954745.750000 Penalty: 4510.527832
	Iteration 12Q: 3 clusters Score -954745.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -954835.250000 Penalty: 4510.527832
	Iteration 13Q: 3 clusters Score -954835.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -954906.687500 Penalty: 4510.527832
	Iteration 14Q: 3 clusters Score -954906.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -954963.250000 Penalty: 4510.527832
	Iteration 15Q: 3 clusters Score -954963.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -954995.625000 Penalty: 4510.527832
	Iteration 16Q: 3 clusters Score -954995.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -955020.375000 Penalty: 4510.527832
	Iteration 17Q: 3 clusters Score -955020.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -955036.562500 Penalty: 4510.527832
	Iteration 18Q: 3 clusters Score -955036.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -955053.875000 Penalty: 4510.527832
	Iteration 19Q: 3 clusters Score -955053.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -955070.375000 Penalty: 4510.527832
	Iteration 20F: 3 clusters Score -955070.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -955079.062500 Penalty: 4510.527832
	Iteration 21Q: 3 clusters Score -955079.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -955089.062500 Penalty: 4510.527832
	Iteration 22Q: 3 clusters Score -955089.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -955093.375000 Penalty: 4510.527832
	Iteration 23Q: 3 clusters Score -955093.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -955100.937500 Penalty: 4510.527832
	Iteration 24Q: 3 clusters Score -955100.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -955104.000000 Penalty: 4510.527832
	Iteration 25Q: 3 clusters Score -955104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -955113.000000 Penalty: 4510.527832
	Iteration 26Q: 3 clusters Score -955113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -955115.312500 Penalty: 4510.527832
	Iteration 27Q: 3 clusters Score -955115.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -955118.625000 Penalty: 4510.527832
	Iteration 28Q: 3 clusters Score -955118.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -955124.500000 Penalty: 4510.527832
	Iteration 29Q: 3 clusters Score -955124.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -955129.562500 Penalty: 4510.527832
	Iteration 30Q: 3 clusters Score -955129.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -955133.875000 Penalty: 4510.527832
	Iteration 31Q: 3 clusters Score -955133.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -955139.562500 Penalty: 4510.527832
	Iteration 32Q: 3 clusters Score -955139.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -955144.375000 Penalty: 4510.527832
	Iteration 33Q: 3 clusters Score -955144.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -955149.125000 Penalty: 4510.527832
	Iteration 34Q: 3 clusters Score -955149.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -955156.437500 Penalty: 4510.527832
	Iteration 35Q: 3 clusters Score -955156.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -955159.437500 Penalty: 4510.527832
	Iteration 36Q: 3 clusters Score -955159.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -955165.125000 Penalty: 4510.527832
	Iteration 37Q: 3 clusters Score -955165.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -955166.750000 Penalty: 4510.527832
	Iteration 38Q: 3 clusters Score -955166.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -955173.937500 Penalty: 4510.527832
	Iteration 39Q: 3 clusters Score -955173.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -955176.250000 Penalty: 4510.527832
	Iteration 40F: 3 clusters Score -955176.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -955180.875000 Penalty: 4510.527832
	Iteration 41Q: 3 clusters Score -955180.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -955184.312500 Penalty: 4510.527832
	Iteration 42Q: 3 clusters Score -955184.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -955192.062500 Penalty: 4510.527832
	Iteration 43Q: 3 clusters Score -955192.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -955192.875000 Penalty: 4510.527832
	Iteration 44Q: 3 clusters Score -955192.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -955198.437500 Penalty: 4510.527832
	Iteration 45Q: 3 clusters Score -955198.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -955204.062500 Penalty: 4510.527832
	Iteration 46Q: 3 clusters Score -955204.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -955207.437500 Penalty: 4510.527832
	Iteration 47Q: 3 clusters Score -955207.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -955210.125000 Penalty: 4510.527832
	Iteration 48Q: 3 clusters Score -955210.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -955210.750000 Penalty: 4510.527832
	Iteration 49Q: 3 clusters Score -955210.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -955215.125000 Penalty: 4510.527832
	Iteration 50Q: 3 clusters Score -955215.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -955215.312500 Penalty: 4510.527832
	Iteration 51Q: 3 clusters Score -955215.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -955217.500000 Penalty: 4510.527832
	Iteration 52Q: 3 clusters Score -955217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -955218.125000 Penalty: 4510.527832
	Iteration 53Q: 3 clusters Score -955218.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -955217.750000 Penalty: 4510.527832
	Iteration 54Q: 3 clusters Score -955217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -955219.625000 Penalty: 4510.527832
	Iteration 55Q: 3 clusters Score -955219.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -955221.562500 Penalty: 4510.527832
	Iteration 56Q: 3 clusters Score -955221.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -955223.750000 Penalty: 4510.527832
	Iteration 57Q: 3 clusters Score -955223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -955226.625000 Penalty: 4510.527832
	Iteration 58Q: 3 clusters Score -955226.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -955225.750000 Penalty: 4510.527832
	Iteration 59Q: 3 clusters Score -955225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -955227.000000 Penalty: 4510.527832
	Iteration 60F: 3 clusters Score -955227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -339629.750000 Penalty: 1909.560913
	Iteration 0F: 2 clusters Score -339629.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -336987.500000 Penalty: 3819.121826
	Iteration 0F: 3 clusters Score -336987.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -337907.781250 Penalty: 3819.121826
	Iteration 1F: 3 clusters Score -337907.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -338338.906250 Penalty: 3819.121826
	Iteration 2F: 3 clusters Score -338338.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -338621.906250 Penalty: 3819.121826
	Iteration 3F: 3 clusters Score -338621.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -338896.125000 Penalty: 3819.121826
	Iteration 4F: 3 clusters Score -338896.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -339230.812500 Penalty: 3819.121826
	Iteration 5F: 3 clusters Score -339230.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -339434.718750 Penalty: 3819.121826
	Iteration 6F: 3 clusters Score -339434.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -339610.093750 Penalty: 3819.121826
	Iteration 7F: 3 clusters Score -339610.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -339729.281250 Penalty: 3819.121826
	Iteration 8Q: 3 clusters Score -339729.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -339838.843750 Penalty: 3819.121826
	Iteration 9Q: 3 clusters Score -339838.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -339883.437500 Penalty: 3819.121826
	Iteration 10Q: 3 clusters Score -339883.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -339916.625000 Penalty: 3819.121826
	Iteration 11Q: 3 clusters Score -339916.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -339933.562500 Penalty: 3819.121826
	Iteration 12Q: 3 clusters Score -339933.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -339946.812500 Penalty: 3819.121826
	Iteration 13Q: 3 clusters Score -339946.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -339957.500000 Penalty: 3819.121826
	Iteration 14Q: 3 clusters Score -339957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -339960.750000 Penalty: 3819.121826
	Iteration 15Q: 3 clusters Score -339960.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -339976.500000 Penalty: 3819.121826
	Iteration 16Q: 3 clusters Score -339976.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -339988.468750 Penalty: 3819.121826
	Iteration 17Q: 3 clusters Score -339988.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -339996.062500 Penalty: 3819.121826
	Iteration 18Q: 3 clusters Score -339996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -339997.500000 Penalty: 3819.121826
	Iteration 19Q: 3 clusters Score -339997.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -340006.656250 Penalty: 3819.121826
	Iteration 20F: 3 clusters Score -340006.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -340022.187500 Penalty: 3819.121826
	Iteration 21Q: 3 clusters Score -340022.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -340033.531250 Penalty: 3819.121826
	Iteration 22Q: 3 clusters Score -340033.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -340033.968750 Penalty: 3819.121826
	Iteration 23Q: 3 clusters Score -340034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -340033.562500 Penalty: 3819.121826
	Iteration 24Q: 3 clusters Score -340033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -340036.812500 Penalty: 3819.121826
	Iteration 25Q: 3 clusters Score -340036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -340038.593750 Penalty: 3819.121826
	Iteration 26Q: 3 clusters Score -340038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -340042.781250 Penalty: 3819.121826
	Iteration 27Q: 3 clusters Score -340042.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -340042.781250 Penalty: 3819.121826
	Iteration 28F: 3 clusters Score -340042.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 45718 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32380 members 
Mstep: Class 8 contains 137237 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 16262 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 13474 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 16913 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92704 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 17691 members 
Mstep: Class 29 contains 24494 members 
Mstep: Class 30 contains 37566 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 4469 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 18284 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19426 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17050 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 897 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91566 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8005 members 
Mstep: Class 57 contains 229093 members 
Mstep: Class 58 contains 2011 members 
Mstep: Class 59 contains 8424 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 8900 members 
Mstep: Class 62 contains 838 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2855 members 
Mstep: Class 66 contains 7627 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6117 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3718 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3936 members 
Mstep: Class 76 contains 10343 members 
Mstep: Class 77 contains 314 members 
Mstep: Class 78 contains 5150 members 
Mstep: Class 79 contains 18803 members 
Mstep: Class 80 contains 28744 members 
Mstep: Class 81 contains 1716 members 
Mstep: Class 82 contains 1891 members 
Mstep: Class 83 contains 1370 members 
Entering Unmasked Estep 
Score: -154525936.000000 Penalty: 289986.375000
Splitting cluster 62 changes total score from -154526144.000000 to -154525936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -37763.046875 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -37763.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36371.960938 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -36371.96 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36574.718750 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -36574.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36626.945312 Penalty: 2988.829590
	Iteration 2Q: 3 clusters Score -36626.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36638.777344 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -36638.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36647.468750 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -36647.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36650.136719 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -36650.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36651.097656 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -36651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36652.339844 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -36652.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36652.339844 Penalty: 2988.829590
	Iteration 8F: 3 clusters Score -36652.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -204902.500000 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -204902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -202469.390625 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -202469.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -202950.578125 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -202950.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -203120.421875 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -203120.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -203218.984375 Penalty: 3713.916016
	Iteration 3F: 3 clusters Score -203219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -203290.750000 Penalty: 3713.916016
	Iteration 4Q: 3 clusters Score -203290.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -203366.093750 Penalty: 3713.916016
	Iteration 5Q: 3 clusters Score -203366.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -203440.687500 Penalty: 3713.916016
	Iteration 6Q: 3 clusters Score -203440.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -203539.093750 Penalty: 3713.916016
	Iteration 7Q: 3 clusters Score -203539.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -203696.921875 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -203696.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -203903.109375 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -203903.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -204086.281250 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -204086.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -204237.546875 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -204237.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -204376.734375 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -204376.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -204488.203125 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -204488.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -204585.562500 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -204585.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -204673.296875 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -204673.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -204743.187500 Penalty: 3713.916016
	Iteration 16Q: 3 clusters Score -204743.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -204781.765625 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -204781.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -204814.421875 Penalty: 3713.916016
	Iteration 18Q: 3 clusters Score -204814.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -204830.546875 Penalty: 3713.916016
	Iteration 19Q: 3 clusters Score -204830.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -204839.484375 Penalty: 3713.916016
	Iteration 20F: 3 clusters Score -204839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -204844.546875 Penalty: 3713.916016
	Iteration 21Q: 3 clusters Score -204844.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -204850.906250 Penalty: 3713.916016
	Iteration 22Q: 3 clusters Score -204850.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -204854.265625 Penalty: 3713.916016
	Iteration 23Q: 3 clusters Score -204854.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -204858.031250 Penalty: 3713.916016
	Iteration 24Q: 3 clusters Score -204858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -204859.234375 Penalty: 3713.916016
	Iteration 25Q: 3 clusters Score -204859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -204859.875000 Penalty: 3713.916016
	Iteration 26Q: 3 clusters Score -204859.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -204859.875000 Penalty: 3713.916016
	Iteration 27F: 3 clusters Score -204859.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Entering Unmasked Estep 
Score: -338488.093750 Penalty: 1973.293091
	Iteration 0F: 2 clusters Score -338488.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -335304.968750 Penalty: 3946.586182
	Iteration 0F: 3 clusters Score -335305 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -335923.687500 Penalty: 3946.586182
	Iteration 1F: 3 clusters Score -335923.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -336108.656250 Penalty: 3946.586182
	Iteration 2F: 3 clusters Score -336108.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -336269.968750 Penalty: 3946.586182
	Iteration 3F: 3 clusters Score -336270 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -336399.468750 Penalty: 3946.586182
	Iteration 4Q: 3 clusters Score -336399.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -336486.312500 Penalty: 3946.586182
	Iteration 5Q: 3 clusters Score -336486.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -336539.656250 Penalty: 3946.586182
	Iteration 6Q: 3 clusters Score -336539.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -336578.875000 Penalty: 3946.586182
	Iteration 7Q: 3 clusters Score -336578.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -336615.500000 Penalty: 3946.586182
	Iteration 8Q: 3 clusters Score -336615.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -336653.656250 Penalty: 3946.586182
	Iteration 9Q: 3 clusters Score -336653.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -336694.000000 Penalty: 3946.586182
	Iteration 10Q: 3 clusters Score -336694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -336723.906250 Penalty: 3946.586182
	Iteration 11Q: 3 clusters Score -336723.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -336747.375000 Penalty: 3946.586182
	Iteration 12Q: 3 clusters Score -336747.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -336768.437500 Penalty: 3946.586182
	Iteration 13Q: 3 clusters Score -336768.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -336782.968750 Penalty: 3946.586182
	Iteration 14Q: 3 clusters Score -336783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -336800.718750 Penalty: 3946.586182
	Iteration 15Q: 3 clusters Score -336800.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -336816.000000 Penalty: 3946.586182
	Iteration 16Q: 3 clusters Score -336816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -336836.375000 Penalty: 3946.586182
	Iteration 17Q: 3 clusters Score -336836.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -336853.125000 Penalty: 3946.586182
	Iteration 18Q: 3 clusters Score -336853.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -336867.031250 Penalty: 3946.586182
	Iteration 19Q: 3 clusters Score -336867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -336880.093750 Penalty: 3946.586182
	Iteration 20F: 3 clusters Score -336880.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -336893.218750 Penalty: 3946.586182
	Iteration 21Q: 3 clusters Score -336893.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -336906.843750 Penalty: 3946.586182
	Iteration 22Q: 3 clusters Score -336906.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -336914.718750 Penalty: 3946.586182
	Iteration 23Q: 3 clusters Score -336914.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -336923.625000 Penalty: 3946.586182
	Iteration 24Q: 3 clusters Score -336923.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -336932.218750 Penalty: 3946.586182
	Iteration 25Q: 3 clusters Score -336932.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -336946.125000 Penalty: 3946.586182
	Iteration 26Q: 3 clusters Score -336946.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -336956.562500 Penalty: 3946.586182
	Iteration 27Q: 3 clusters Score -336956.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -336970.187500 Penalty: 3946.586182
	Iteration 28Q: 3 clusters Score -336970.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -336978.812500 Penalty: 3946.586182
	Iteration 29Q: 3 clusters Score -336978.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -336984.750000 Penalty: 3946.586182
	Iteration 30Q: 3 clusters Score -336984.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -336992.218750 Penalty: 3946.586182
	Iteration 31Q: 3 clusters Score -336992.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -337001.406250 Penalty: 3946.586182
	Iteration 32Q: 3 clusters Score -337001.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -337010.250000 Penalty: 3946.586182
	Iteration 33Q: 3 clusters Score -337010.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -337021.125000 Penalty: 3946.586182
	Iteration 34Q: 3 clusters Score -337021.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -337031.125000 Penalty: 3946.586182
	Iteration 35Q: 3 clusters Score -337031.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -337048.812500 Penalty: 3946.586182
	Iteration 36Q: 3 clusters Score -337048.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -337078.187500 Penalty: 3946.586182
	Iteration 37Q: 3 clusters Score -337078.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -337101.593750 Penalty: 3946.586182
	Iteration 38Q: 3 clusters Score -337101.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -337115.437500 Penalty: 3946.586182
	Iteration 39Q: 3 clusters Score -337115.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -337138.000000 Penalty: 3946.586182
	Iteration 40F: 3 clusters Score -337138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -337153.468750 Penalty: 3946.586182
	Iteration 41Q: 3 clusters Score -337153.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -337163.093750 Penalty: 3946.586182
	Iteration 42Q: 3 clusters Score -337163.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -337178.593750 Penalty: 3946.586182
	Iteration 43Q: 3 clusters Score -337178.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -337192.593750 Penalty: 3946.586182
	Iteration 44Q: 3 clusters Score -337192.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -337204.781250 Penalty: 3946.586182
	Iteration 45Q: 3 clusters Score -337204.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -337212.656250 Penalty: 3946.586182
	Iteration 46Q: 3 clusters Score -337212.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -337218.437500 Penalty: 3946.586182
	Iteration 47Q: 3 clusters Score -337218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -337220.531250 Penalty: 3946.586182
	Iteration 48Q: 3 clusters Score -337220.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -337220.562500 Penalty: 3946.586182
	Iteration 49Q: 3 clusters Score -337220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -337220.562500 Penalty: 3946.586182
	Iteration 50F: 3 clusters Score -337220.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Entering Unmasked Estep 
Score: -834446.937500 Penalty: 2216.983643
	Iteration 0F: 2 clusters Score -834446.9 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 3770 members 
Entering Unmasked Estep 
Score: -828316.500000 Penalty: 4433.967285
	Iteration 0F: 3 clusters Score -828316.5 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -830190.750000 Penalty: 4433.967285
	Iteration 1F: 3 clusters Score -830190.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -830588.312500 Penalty: 4433.967285
	Iteration 2F: 3 clusters Score -830588.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -830861.125000 Penalty: 4433.967285
	Iteration 3F: 3 clusters Score -830861.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -831048.062500 Penalty: 4433.967285
	Iteration 4Q: 3 clusters Score -831048.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -831201.375000 Penalty: 4433.967285
	Iteration 5Q: 3 clusters Score -831201.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -831342.125000 Penalty: 4433.967285
	Iteration 6Q: 3 clusters Score -831342.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -831457.937500 Penalty: 4433.967285
	Iteration 7Q: 3 clusters Score -831457.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -831563.875000 Penalty: 4433.967285
	Iteration 8Q: 3 clusters Score -831563.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -831650.375000 Penalty: 4433.967285
	Iteration 9Q: 3 clusters Score -831650.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -831714.937500 Penalty: 4433.967285
	Iteration 10Q: 3 clusters Score -831714.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -831783.312500 Penalty: 4433.967285
	Iteration 11Q: 3 clusters Score -831783.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -831842.375000 Penalty: 4433.967285
	Iteration 12Q: 3 clusters Score -831842.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -831901.812500 Penalty: 4433.967285
	Iteration 13Q: 3 clusters Score -831901.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -831957.812500 Penalty: 4433.967285
	Iteration 14Q: 3 clusters Score -831957.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -832021.125000 Penalty: 4433.967285
	Iteration 15Q: 3 clusters Score -832021.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -832076.562500 Penalty: 4433.967285
	Iteration 16Q: 3 clusters Score -832076.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -832136.062500 Penalty: 4433.967285
	Iteration 17Q: 3 clusters Score -832136.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -832195.625000 Penalty: 4433.967285
	Iteration 18Q: 3 clusters Score -832195.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -832255.250000 Penalty: 4433.967285
	Iteration 19Q: 3 clusters Score -832255.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -832316.125000 Penalty: 4433.967285
	Iteration 20F: 3 clusters Score -832316.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -832380.062500 Penalty: 4433.967285
	Iteration 21Q: 3 clusters Score -832380.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -832441.000000 Penalty: 4433.967285
	Iteration 22Q: 3 clusters Score -832441 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -832496.562500 Penalty: 4433.967285
	Iteration 23Q: 3 clusters Score -832496.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -832543.875000 Penalty: 4433.967285
	Iteration 24Q: 3 clusters Score -832543.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -832590.687500 Penalty: 4433.967285
	Iteration 25Q: 3 clusters Score -832590.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -832634.125000 Penalty: 4433.967285
	Iteration 26Q: 3 clusters Score -832634.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -832682.687500 Penalty: 4433.967285
	Iteration 27Q: 3 clusters Score -832682.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -832723.437500 Penalty: 4433.967285
	Iteration 28Q: 3 clusters Score -832723.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -832751.312500 Penalty: 4433.967285
	Iteration 29Q: 3 clusters Score -832751.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -832783.625000 Penalty: 4433.967285
	Iteration 30Q: 3 clusters Score -832783.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -832808.125000 Penalty: 4433.967285
	Iteration 31Q: 3 clusters Score -832808.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -832832.937500 Penalty: 4433.967285
	Iteration 32Q: 3 clusters Score -832832.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -832856.812500 Penalty: 4433.967285
	Iteration 33Q: 3 clusters Score -832856.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -832878.500000 Penalty: 4433.967285
	Iteration 34Q: 3 clusters Score -832878.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -832900.062500 Penalty: 4433.967285
	Iteration 35Q: 3 clusters Score -832900.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -832921.625000 Penalty: 4433.967285
	Iteration 36Q: 3 clusters Score -832921.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -832935.937500 Penalty: 4433.967285
	Iteration 37Q: 3 clusters Score -832935.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -832947.687500 Penalty: 4433.967285
	Iteration 38Q: 3 clusters Score -832947.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -832959.375000 Penalty: 4433.967285
	Iteration 39Q: 3 clusters Score -832959.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -832969.000000 Penalty: 4433.967285
	Iteration 40F: 3 clusters Score -832969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -832980.125000 Penalty: 4433.967285
	Iteration 41Q: 3 clusters Score -832980.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -832984.062500 Penalty: 4433.967285
	Iteration 42Q: 3 clusters Score -832984.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -832985.375000 Penalty: 4433.967285
	Iteration 43Q: 3 clusters Score -832985.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -832992.000000 Penalty: 4433.967285
	Iteration 44Q: 3 clusters Score -832992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -832994.750000 Penalty: 4433.967285
	Iteration 45Q: 3 clusters Score -832994.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -833000.125000 Penalty: 4433.967285
	Iteration 46Q: 3 clusters Score -833000.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -833004.187500 Penalty: 4433.967285
	Iteration 47Q: 3 clusters Score -833004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -833007.062500 Penalty: 4433.967285
	Iteration 48Q: 3 clusters Score -833007.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -833010.187500 Penalty: 4433.967285
	Iteration 49Q: 3 clusters Score -833010.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -833020.687500 Penalty: 4433.967285
	Iteration 50Q: 3 clusters Score -833020.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -833025.312500 Penalty: 4433.967285
	Iteration 51Q: 3 clusters Score -833025.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -833032.062500 Penalty: 4433.967285
	Iteration 52Q: 3 clusters Score -833032.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -833037.125000 Penalty: 4433.967285
	Iteration 53Q: 3 clusters Score -833037.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -833042.000000 Penalty: 4433.967285
	Iteration 54Q: 3 clusters Score -833042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -833043.625000 Penalty: 4433.967285
	Iteration 55Q: 3 clusters Score -833043.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -833045.562500 Penalty: 4433.967285
	Iteration 56Q: 3 clusters Score -833045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -833048.062500 Penalty: 4433.967285
	Iteration 57Q: 3 clusters Score -833048.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -833051.187500 Penalty: 4433.967285
	Iteration 58Q: 3 clusters Score -833051.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -833053.062500 Penalty: 4433.967285
	Iteration 59Q: 3 clusters Score -833053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -833053.187500 Penalty: 4433.967285
	Iteration 60F: 3 clusters Score -833053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -833056.000000 Penalty: 4433.967285
	Iteration 61Q: 3 clusters Score -833056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -833056.437500 Penalty: 4433.967285
	Iteration 62Q: 3 clusters Score -833056.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -833057.062500 Penalty: 4433.967285
	Iteration 63Q: 3 clusters Score -833057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -833060.750000 Penalty: 4433.967285
	Iteration 64Q: 3 clusters Score -833060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -833060.875000 Penalty: 4433.967285
	Iteration 65Q: 3 clusters Score -833060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -833061.312500 Penalty: 4433.967285
	Iteration 66Q: 3 clusters Score -833061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -833060.750000 Penalty: 4433.967285
	Iteration 67Q: 3 clusters Score -833060.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -833060.750000 Penalty: 4433.967285
	Iteration 68F: 3 clusters Score -833060.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Entering Unmasked Estep 
Score: -874308.875000 Penalty: 2209.590820
	Iteration 0F: 2 clusters Score -874308.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -868247.062500 Penalty: 4419.181641
	Iteration 0F: 3 clusters Score -868247.1 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -869936.125000 Penalty: 4419.181641
	Iteration 1F: 3 clusters Score -869936.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -870345.500000 Penalty: 4419.181641
	Iteration 2F: 3 clusters Score -870345.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -870703.187500 Penalty: 4419.181641
	Iteration 3F: 3 clusters Score -870703.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -871131.187500 Penalty: 4419.181641
	Iteration 4F: 3 clusters Score -871131.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -871548.750000 Penalty: 4419.181641
	Iteration 5F: 3 clusters Score -871548.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -871901.625000 Penalty: 4419.181641
	Iteration 6F: 3 clusters Score -871901.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -872157.000000 Penalty: 4419.181641
	Iteration 7F: 3 clusters Score -872157 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -872365.000000 Penalty: 4419.181641
	Iteration 8Q: 3 clusters Score -872365 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -872523.812500 Penalty: 4419.181641
	Iteration 9Q: 3 clusters Score -872523.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -872655.062500 Penalty: 4419.181641
	Iteration 10Q: 3 clusters Score -872655.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -872747.312500 Penalty: 4419.181641
	Iteration 11Q: 3 clusters Score -872747.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -872831.250000 Penalty: 4419.181641
	Iteration 12Q: 3 clusters Score -872831.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -872928.937500 Penalty: 4419.181641
	Iteration 13Q: 3 clusters Score -872928.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -873005.937500 Penalty: 4419.181641
	Iteration 14Q: 3 clusters Score -873005.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -873064.437500 Penalty: 4419.181641
	Iteration 15Q: 3 clusters Score -873064.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -873120.250000 Penalty: 4419.181641
	Iteration 16Q: 3 clusters Score -873120.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -873170.187500 Penalty: 4419.181641
	Iteration 17Q: 3 clusters Score -873170.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -873214.437500 Penalty: 4419.181641
	Iteration 18Q: 3 clusters Score -873214.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -873246.625000 Penalty: 4419.181641
	Iteration 19Q: 3 clusters Score -873246.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -873272.750000 Penalty: 4419.181641
	Iteration 20F: 3 clusters Score -873272.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -873295.437500 Penalty: 4419.181641
	Iteration 21Q: 3 clusters Score -873295.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -873319.812500 Penalty: 4419.181641
	Iteration 22Q: 3 clusters Score -873319.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -873346.437500 Penalty: 4419.181641
	Iteration 23Q: 3 clusters Score -873346.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -873367.437500 Penalty: 4419.181641
	Iteration 24Q: 3 clusters Score -873367.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -873382.000000 Penalty: 4419.181641
	Iteration 25Q: 3 clusters Score -873382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -873393.437500 Penalty: 4419.181641
	Iteration 26Q: 3 clusters Score -873393.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -873401.687500 Penalty: 4419.181641
	Iteration 27Q: 3 clusters Score -873401.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -873412.687500 Penalty: 4419.181641
	Iteration 28Q: 3 clusters Score -873412.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -873429.375000 Penalty: 4419.181641
	Iteration 29Q: 3 clusters Score -873429.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -873441.312500 Penalty: 4419.181641
	Iteration 30Q: 3 clusters Score -873441.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -873459.875000 Penalty: 4419.181641
	Iteration 31Q: 3 clusters Score -873459.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -873478.062500 Penalty: 4419.181641
	Iteration 32Q: 3 clusters Score -873478.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -873489.625000 Penalty: 4419.181641
	Iteration 33Q: 3 clusters Score -873489.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -873498.750000 Penalty: 4419.181641
	Iteration 34Q: 3 clusters Score -873498.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -873504.437500 Penalty: 4419.181641
	Iteration 35Q: 3 clusters Score -873504.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -873509.062500 Penalty: 4419.181641
	Iteration 36Q: 3 clusters Score -873509.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -873515.500000 Penalty: 4419.181641
	Iteration 37Q: 3 clusters Score -873515.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -873516.187500 Penalty: 4419.181641
	Iteration 38Q: 3 clusters Score -873516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -873519.375000 Penalty: 4419.181641
	Iteration 39Q: 3 clusters Score -873519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -873519.312500 Penalty: 4419.181641
	Iteration 40F: 3 clusters Score -873519.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -873523.687500 Penalty: 4419.181641
	Iteration 41Q: 3 clusters Score -873523.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -873524.937500 Penalty: 4419.181641
	Iteration 42Q: 3 clusters Score -873524.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -873525.125000 Penalty: 4419.181641
	Iteration 43Q: 3 clusters Score -873525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -873524.625000 Penalty: 4419.181641
	Iteration 44Q: 3 clusters Score -873524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -873524.437500 Penalty: 4419.181641
	Iteration 45Q: 3 clusters Score -873524.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -873524.437500 Penalty: 4419.181641
	Iteration 46F: 3 clusters Score -873524.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -771414.000000 Penalty: 2173.988525
	Iteration 0F: 2 clusters Score -771414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -765963.812500 Penalty: 4347.977051
	Iteration 0F: 3 clusters Score -765963.8 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -767320.062500 Penalty: 4347.977051
	Iteration 1F: 3 clusters Score -767320.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -767527.062500 Penalty: 4347.977051
	Iteration 2F: 3 clusters Score -767527.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -767678.375000 Penalty: 4347.977051
	Iteration 3Q: 3 clusters Score -767678.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -767801.437500 Penalty: 4347.977051
	Iteration 4Q: 3 clusters Score -767801.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -767900.250000 Penalty: 4347.977051
	Iteration 5Q: 3 clusters Score -767900.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -767975.875000 Penalty: 4347.977051
	Iteration 6Q: 3 clusters Score -767975.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -768033.312500 Penalty: 4347.977051
	Iteration 7Q: 3 clusters Score -768033.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -768085.125000 Penalty: 4347.977051
	Iteration 8Q: 3 clusters Score -768085.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -768125.562500 Penalty: 4347.977051
	Iteration 9Q: 3 clusters Score -768125.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -768172.062500 Penalty: 4347.977051
	Iteration 10Q: 3 clusters Score -768172.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -768221.250000 Penalty: 4347.977051
	Iteration 11Q: 3 clusters Score -768221.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -768274.437500 Penalty: 4347.977051
	Iteration 12Q: 3 clusters Score -768274.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -768336.687500 Penalty: 4347.977051
	Iteration 13Q: 3 clusters Score -768336.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -768398.750000 Penalty: 4347.977051
	Iteration 14Q: 3 clusters Score -768398.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -768449.000000 Penalty: 4347.977051
	Iteration 15Q: 3 clusters Score -768449 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -768497.000000 Penalty: 4347.977051
	Iteration 16Q: 3 clusters Score -768497 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -768542.125000 Penalty: 4347.977051
	Iteration 17Q: 3 clusters Score -768542.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -768575.937500 Penalty: 4347.977051
	Iteration 18Q: 3 clusters Score -768575.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -768606.062500 Penalty: 4347.977051
	Iteration 19Q: 3 clusters Score -768606.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -768635.062500 Penalty: 4347.977051
	Iteration 20F: 3 clusters Score -768635.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -768664.250000 Penalty: 4347.977051
	Iteration 21Q: 3 clusters Score -768664.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -768694.875000 Penalty: 4347.977051
	Iteration 22Q: 3 clusters Score -768694.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -768728.875000 Penalty: 4347.977051
	Iteration 23Q: 3 clusters Score -768728.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -768762.437500 Penalty: 4347.977051
	Iteration 24Q: 3 clusters Score -768762.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -768792.812500 Penalty: 4347.977051
	Iteration 25Q: 3 clusters Score -768792.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -768824.937500 Penalty: 4347.977051
	Iteration 26Q: 3 clusters Score -768824.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -768866.062500 Penalty: 4347.977051
	Iteration 27Q: 3 clusters Score -768866.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -768900.687500 Penalty: 4347.977051
	Iteration 28Q: 3 clusters Score -768900.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -768935.937500 Penalty: 4347.977051
	Iteration 29Q: 3 clusters Score -768935.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -768965.125000 Penalty: 4347.977051
	Iteration 30Q: 3 clusters Score -768965.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -768999.125000 Penalty: 4347.977051
	Iteration 31Q: 3 clusters Score -768999.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -769028.187500 Penalty: 4347.977051
	Iteration 32Q: 3 clusters Score -769028.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -769072.312500 Penalty: 4347.977051
	Iteration 33Q: 3 clusters Score -769072.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -769114.312500 Penalty: 4347.977051
	Iteration 34Q: 3 clusters Score -769114.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -769157.187500 Penalty: 4347.977051
	Iteration 35Q: 3 clusters Score -769157.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -769199.250000 Penalty: 4347.977051
	Iteration 36Q: 3 clusters Score -769199.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -769230.375000 Penalty: 4347.977051
	Iteration 37Q: 3 clusters Score -769230.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -769256.875000 Penalty: 4347.977051
	Iteration 38Q: 3 clusters Score -769256.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -769276.312500 Penalty: 4347.977051
	Iteration 39Q: 3 clusters Score -769276.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -769296.250000 Penalty: 4347.977051
	Iteration 40F: 3 clusters Score -769296.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -769321.375000 Penalty: 4347.977051
	Iteration 41Q: 3 clusters Score -769321.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -769344.000000 Penalty: 4347.977051
	Iteration 42Q: 3 clusters Score -769344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -769366.875000 Penalty: 4347.977051
	Iteration 43Q: 3 clusters Score -769366.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -769379.812500 Penalty: 4347.977051
	Iteration 44Q: 3 clusters Score -769379.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -769391.812500 Penalty: 4347.977051
	Iteration 45Q: 3 clusters Score -769391.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -769400.937500 Penalty: 4347.977051
	Iteration 46Q: 3 clusters Score -769400.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -769410.875000 Penalty: 4347.977051
	Iteration 47Q: 3 clusters Score -769410.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -769418.437500 Penalty: 4347.977051
	Iteration 48Q: 3 clusters Score -769418.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -769426.312500 Penalty: 4347.977051
	Iteration 49Q: 3 clusters Score -769426.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -769434.812500 Penalty: 4347.977051
	Iteration 50Q: 3 clusters Score -769434.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -769446.562500 Penalty: 4347.977051
	Iteration 51Q: 3 clusters Score -769446.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -769456.687500 Penalty: 4347.977051
	Iteration 52Q: 3 clusters Score -769456.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -769462.562500 Penalty: 4347.977051
	Iteration 53Q: 3 clusters Score -769462.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -769468.500000 Penalty: 4347.977051
	Iteration 54Q: 3 clusters Score -769468.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -769472.125000 Penalty: 4347.977051
	Iteration 55Q: 3 clusters Score -769472.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -769476.937500 Penalty: 4347.977051
	Iteration 56Q: 3 clusters Score -769476.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -769478.937500 Penalty: 4347.977051
	Iteration 57Q: 3 clusters Score -769478.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -769482.125000 Penalty: 4347.977051
	Iteration 58Q: 3 clusters Score -769482.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -769484.687500 Penalty: 4347.977051
	Iteration 59Q: 3 clusters Score -769484.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -769485.875000 Penalty: 4347.977051
	Iteration 60F: 3 clusters Score -769485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -769485.062500 Penalty: 4347.977051
	Iteration 61Q: 3 clusters Score -769485.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -769486.187500 Penalty: 4347.977051
	Iteration 62Q: 3 clusters Score -769486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -769485.687500 Penalty: 4347.977051
	Iteration 63Q: 3 clusters Score -769485.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -769487.250000 Penalty: 4347.977051
	Iteration 64Q: 3 clusters Score -769487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -769488.625000 Penalty: 4347.977051
	Iteration 65Q: 3 clusters Score -769488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -769488.000000 Penalty: 4347.977051
	Iteration 66Q: 3 clusters Score -769488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -769488.312500 Penalty: 4347.977051
	Iteration 67Q: 3 clusters Score -769488.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -769489.937500 Penalty: 4347.977051
	Iteration 68Q: 3 clusters Score -769489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -769491.687500 Penalty: 4347.977051
	Iteration 69Q: 3 clusters Score -769491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -769490.625000 Penalty: 4347.977051
	Iteration 70Q: 3 clusters Score -769490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -769490.062500 Penalty: 4347.977051
	Iteration 71Q: 3 clusters Score -769490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -769491.625000 Penalty: 4347.977051
	Iteration 72Q: 3 clusters Score -769491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -769491.125000 Penalty: 4347.977051
	Iteration 73Q: 3 clusters Score -769491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -769493.687500 Penalty: 4347.977051
	Iteration 74Q: 3 clusters Score -769493.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -769496.062500 Penalty: 4347.977051
	Iteration 75Q: 3 clusters Score -769496.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -769500.000000 Penalty: 4347.977051
	Iteration 76Q: 3 clusters Score -769500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -769503.562500 Penalty: 4347.977051
	Iteration 77Q: 3 clusters Score -769503.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -769506.812500 Penalty: 4347.977051
	Iteration 78Q: 3 clusters Score -769506.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -769509.062500 Penalty: 4347.977051
	Iteration 79Q: 3 clusters Score -769509.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -769509.000000 Penalty: 4347.977051
	Iteration 80F: 3 clusters Score -769509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -769511.687500 Penalty: 4347.977051
	Iteration 81Q: 3 clusters Score -769511.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -769512.750000 Penalty: 4347.977051
	Iteration 82Q: 3 clusters Score -769512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -769512.937500 Penalty: 4347.977051
	Iteration 83Q: 3 clusters Score -769512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -769514.062500 Penalty: 4347.977051
	Iteration 84Q: 3 clusters Score -769514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -769512.937500 Penalty: 4347.977051
	Iteration 85Q: 3 clusters Score -769512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -769513.937500 Penalty: 4347.977051
	Iteration 86Q: 3 clusters Score -769513.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -769515.062500 Penalty: 4347.977051
	Iteration 87Q: 3 clusters Score -769515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -769515.562500 Penalty: 4347.977051
	Iteration 88Q: 3 clusters Score -769515.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -769515.562500 Penalty: 4347.977051
	Iteration 89F: 3 clusters Score -769515.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (3624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Entering Unmasked Estep 
Score: -369870.937500 Penalty: 2032.442749
	Iteration 0F: 2 clusters Score -369870.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -366295.906250 Penalty: 4064.885498
	Iteration 0F: 3 clusters Score -366295.9 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -367399.500000 Penalty: 4064.885498
	Iteration 1F: 3 clusters Score -367399.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -367737.750000 Penalty: 4064.885498
	Iteration 2F: 3 clusters Score -367737.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -367973.187500 Penalty: 4064.885498
	Iteration 3F: 3 clusters Score -367973.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -368173.281250 Penalty: 4064.885498
	Iteration 4F: 3 clusters Score -368173.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -368366.937500 Penalty: 4064.885498
	Iteration 5Q: 3 clusters Score -368366.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -368532.906250 Penalty: 4064.885498
	Iteration 6Q: 3 clusters Score -368532.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -368678.031250 Penalty: 4064.885498
	Iteration 7Q: 3 clusters Score -368678 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -368779.687500 Penalty: 4064.885498
	Iteration 8Q: 3 clusters Score -368779.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -368870.062500 Penalty: 4064.885498
	Iteration 9Q: 3 clusters Score -368870.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -368951.593750 Penalty: 4064.885498
	Iteration 10Q: 3 clusters Score -368951.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -369000.343750 Penalty: 4064.885498
	Iteration 11Q: 3 clusters Score -369000.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -369030.375000 Penalty: 4064.885498
	Iteration 12Q: 3 clusters Score -369030.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -369049.218750 Penalty: 4064.885498
	Iteration 13Q: 3 clusters Score -369049.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -369067.562500 Penalty: 4064.885498
	Iteration 14Q: 3 clusters Score -369067.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -369078.750000 Penalty: 4064.885498
	Iteration 15Q: 3 clusters Score -369078.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -369084.281250 Penalty: 4064.885498
	Iteration 16Q: 3 clusters Score -369084.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -369084.718750 Penalty: 4064.885498
	Iteration 17Q: 3 clusters Score -369084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -369085.906250 Penalty: 4064.885498
	Iteration 18Q: 3 clusters Score -369085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -369086.468750 Penalty: 4064.885498
	Iteration 19Q: 3 clusters Score -369086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -369100.812500 Penalty: 4064.885498
	Iteration 20F: 3 clusters Score -369100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -369107.968750 Penalty: 4064.885498
	Iteration 21Q: 3 clusters Score -369108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -369112.562500 Penalty: 4064.885498
	Iteration 22Q: 3 clusters Score -369112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -369113.062500 Penalty: 4064.885498
	Iteration 23Q: 3 clusters Score -369113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -369113.062500 Penalty: 4064.885498
	Iteration 24F: 3 clusters Score -369113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -61408.660156 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -61408.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60028.968750 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -60028.97 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60211.808594 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -60211.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60305.449219 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -60305.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60379.628906 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -60379.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60457.070312 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -60457.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60517.945312 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -60517.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60543.906250 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -60543.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60547.566406 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -60547.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60559.812500 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -60559.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60579.160156 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -60579.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60583.566406 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -60583.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60584.441406 Penalty: 2966.781494
	Iteration 11Q: 3 clusters Score -60584.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60584.441406 Penalty: 2966.781494
	Iteration 12F: 3 clusters Score -60584.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Entering Unmasked Estep 
Score: -735708.562500 Penalty: 2162.269043
	Iteration 0F: 2 clusters Score -735708.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -730533.937500 Penalty: 4324.538086
	Iteration 0F: 3 clusters Score -730533.9 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -731869.875000 Penalty: 4324.538086
	Iteration 1F: 3 clusters Score -731869.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -732142.937500 Penalty: 4324.538086
	Iteration 2F: 3 clusters Score -732142.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -732329.937500 Penalty: 4324.538086
	Iteration 3F: 3 clusters Score -732329.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -732489.750000 Penalty: 4324.538086
	Iteration 4Q: 3 clusters Score -732489.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -732663.375000 Penalty: 4324.538086
	Iteration 5Q: 3 clusters Score -732663.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -732799.687500 Penalty: 4324.538086
	Iteration 6Q: 3 clusters Score -732799.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -732914.562500 Penalty: 4324.538086
	Iteration 7Q: 3 clusters Score -732914.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -733008.687500 Penalty: 4324.538086
	Iteration 8Q: 3 clusters Score -733008.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -733089.375000 Penalty: 4324.538086
	Iteration 9Q: 3 clusters Score -733089.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -733176.312500 Penalty: 4324.538086
	Iteration 10Q: 3 clusters Score -733176.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -733245.875000 Penalty: 4324.538086
	Iteration 11Q: 3 clusters Score -733245.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -733326.812500 Penalty: 4324.538086
	Iteration 12Q: 3 clusters Score -733326.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -733408.687500 Penalty: 4324.538086
	Iteration 13Q: 3 clusters Score -733408.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -733462.187500 Penalty: 4324.538086
	Iteration 14Q: 3 clusters Score -733462.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -733503.562500 Penalty: 4324.538086
	Iteration 15Q: 3 clusters Score -733503.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -733544.562500 Penalty: 4324.538086
	Iteration 16Q: 3 clusters Score -733544.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -733584.500000 Penalty: 4324.538086
	Iteration 17Q: 3 clusters Score -733584.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -733629.500000 Penalty: 4324.538086
	Iteration 18Q: 3 clusters Score -733629.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -733674.125000 Penalty: 4324.538086
	Iteration 19Q: 3 clusters Score -733674.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -733724.187500 Penalty: 4324.538086
	Iteration 20F: 3 clusters Score -733724.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -733771.687500 Penalty: 4324.538086
	Iteration 21Q: 3 clusters Score -733771.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -733813.437500 Penalty: 4324.538086
	Iteration 22Q: 3 clusters Score -733813.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -733861.125000 Penalty: 4324.538086
	Iteration 23Q: 3 clusters Score -733861.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -733920.312500 Penalty: 4324.538086
	Iteration 24Q: 3 clusters Score -733920.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -733988.750000 Penalty: 4324.538086
	Iteration 25Q: 3 clusters Score -733988.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -734069.625000 Penalty: 4324.538086
	Iteration 26Q: 3 clusters Score -734069.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -734144.062500 Penalty: 4324.538086
	Iteration 27Q: 3 clusters Score -734144.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -734230.750000 Penalty: 4324.538086
	Iteration 28Q: 3 clusters Score -734230.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -734365.187500 Penalty: 4324.538086
	Iteration 29Q: 3 clusters Score -734365.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -734559.937500 Penalty: 4324.538086
	Iteration 30Q: 3 clusters Score -734559.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -734717.375000 Penalty: 4324.538086
	Iteration 31Q: 3 clusters Score -734717.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -734822.875000 Penalty: 4324.538086
	Iteration 32Q: 3 clusters Score -734822.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -734868.562500 Penalty: 4324.538086
	Iteration 33Q: 3 clusters Score -734868.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -734891.937500 Penalty: 4324.538086
	Iteration 34Q: 3 clusters Score -734891.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -734913.250000 Penalty: 4324.538086
	Iteration 35Q: 3 clusters Score -734913.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -734924.812500 Penalty: 4324.538086
	Iteration 36Q: 3 clusters Score -734924.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -734929.000000 Penalty: 4324.538086
	Iteration 37Q: 3 clusters Score -734929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -734931.125000 Penalty: 4324.538086
	Iteration 38Q: 3 clusters Score -734931.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -734932.500000 Penalty: 4324.538086
	Iteration 39Q: 3 clusters Score -734932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -734932.500000 Penalty: 4324.538086
	Iteration 40F: 3 clusters Score -734932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -159081.875000 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -159081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -156914.718750 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -156914.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -157305.078125 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -157305.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -157445.562500 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -157445.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -157557.671875 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -157557.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -157676.750000 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -157676.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -157759.781250 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -157759.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -157812.421875 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -157812.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -157855.656250 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -157855.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -157890.234375 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -157890.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -157915.921875 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -157915.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -157960.843750 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -157960.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -158010.703125 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -158010.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -158054.546875 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -158054.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -158086.796875 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -158086.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -158100.687500 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -158100.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -158109.562500 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -158109.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -158119.656250 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -158119.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -158124.281250 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -158124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -158132.109375 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -158132.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -158136.343750 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -158136.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -158142.234375 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -158142.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -158149.328125 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -158149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -158150.453125 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -158150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158150.906250 Penalty: 3592.782471
	Iteration 23Q: 3 clusters Score -158150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158157.218750 Penalty: 3592.782471
	Iteration 24Q: 3 clusters Score -158157.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -158171.062500 Penalty: 3592.782471
	Iteration 25Q: 3 clusters Score -158171.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158177.531250 Penalty: 3592.782471
	Iteration 26Q: 3 clusters Score -158177.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -158180.687500 Penalty: 3592.782471
	Iteration 27Q: 3 clusters Score -158180.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -158182.906250 Penalty: 3592.782471
	Iteration 28Q: 3 clusters Score -158182.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -158182.906250 Penalty: 3592.782471
	Iteration 29F: 3 clusters Score -158182.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -591053.750000 Penalty: 2038.793457
	Iteration 0F: 2 clusters Score -591053.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -587344.125000 Penalty: 4077.586914
	Iteration 0F: 3 clusters Score -587344.1 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -588269.000000 Penalty: 4077.586914
	Iteration 1F: 3 clusters Score -588269 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -588542.562500 Penalty: 4077.586914
	Iteration 2F: 3 clusters Score -588542.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -588727.937500 Penalty: 4077.586914
	Iteration 3F: 3 clusters Score -588727.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -588927.375000 Penalty: 4077.586914
	Iteration 4F: 3 clusters Score -588927.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -589114.000000 Penalty: 4077.586914
	Iteration 5Q: 3 clusters Score -589114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -589280.937500 Penalty: 4077.586914
	Iteration 6Q: 3 clusters Score -589280.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -589469.187500 Penalty: 4077.586914
	Iteration 7Q: 3 clusters Score -589469.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -589652.312500 Penalty: 4077.586914
	Iteration 8Q: 3 clusters Score -589652.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -589823.562500 Penalty: 4077.586914
	Iteration 9Q: 3 clusters Score -589823.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -590026.375000 Penalty: 4077.586914
	Iteration 10Q: 3 clusters Score -590026.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -590263.625000 Penalty: 4077.586914
	Iteration 11Q: 3 clusters Score -590263.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -590410.000000 Penalty: 4077.586914
	Iteration 12Q: 3 clusters Score -590410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -590511.625000 Penalty: 4077.586914
	Iteration 13Q: 3 clusters Score -590511.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -590587.875000 Penalty: 4077.586914
	Iteration 14Q: 3 clusters Score -590587.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -590645.062500 Penalty: 4077.586914
	Iteration 15Q: 3 clusters Score -590645.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -590677.000000 Penalty: 4077.586914
	Iteration 16Q: 3 clusters Score -590677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -590701.812500 Penalty: 4077.586914
	Iteration 17Q: 3 clusters Score -590701.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -590715.437500 Penalty: 4077.586914
	Iteration 18Q: 3 clusters Score -590715.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -590720.562500 Penalty: 4077.586914
	Iteration 19Q: 3 clusters Score -590720.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -590724.312500 Penalty: 4077.586914
	Iteration 20F: 3 clusters Score -590724.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -590727.625000 Penalty: 4077.586914
	Iteration 21Q: 3 clusters Score -590727.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -590733.875000 Penalty: 4077.586914
	Iteration 22Q: 3 clusters Score -590733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -590736.562500 Penalty: 4077.586914
	Iteration 23Q: 3 clusters Score -590736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -590739.687500 Penalty: 4077.586914
	Iteration 24Q: 3 clusters Score -590739.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -590745.312500 Penalty: 4077.586914
	Iteration 25Q: 3 clusters Score -590745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -590744.500000 Penalty: 4077.586914
	Iteration 26Q: 3 clusters Score -590744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -590746.812500 Penalty: 4077.586914
	Iteration 27Q: 3 clusters Score -590746.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -590749.687500 Penalty: 4077.586914
	Iteration 28Q: 3 clusters Score -590749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -590749.687500 Penalty: 4077.586914
	Iteration 29F: 3 clusters Score -590749.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -233406.078125 Penalty: 1881.023682
	Iteration 0F: 2 clusters Score -233406.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -230795.921875 Penalty: 3762.047363
	Iteration 0F: 3 clusters Score -230795.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -231251.125000 Penalty: 3762.047363
	Iteration 1F: 3 clusters Score -231251.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -231381.593750 Penalty: 3762.047363
	Iteration 2F: 3 clusters Score -231381.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -231454.953125 Penalty: 3762.047363
	Iteration 3Q: 3 clusters Score -231455 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -231527.500000 Penalty: 3762.047363
	Iteration 4Q: 3 clusters Score -231527.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -231588.843750 Penalty: 3762.047363
	Iteration 5Q: 3 clusters Score -231588.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -231633.218750 Penalty: 3762.047363
	Iteration 6Q: 3 clusters Score -231633.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -231674.312500 Penalty: 3762.047363
	Iteration 7Q: 3 clusters Score -231674.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -231721.656250 Penalty: 3762.047363
	Iteration 8Q: 3 clusters Score -231721.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -231786.750000 Penalty: 3762.047363
	Iteration 9Q: 3 clusters Score -231786.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -231838.000000 Penalty: 3762.047363
	Iteration 10Q: 3 clusters Score -231838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -231869.203125 Penalty: 3762.047363
	Iteration 11Q: 3 clusters Score -231869.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -231888.046875 Penalty: 3762.047363
	Iteration 12Q: 3 clusters Score -231888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -231900.515625 Penalty: 3762.047363
	Iteration 13Q: 3 clusters Score -231900.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -231908.750000 Penalty: 3762.047363
	Iteration 14Q: 3 clusters Score -231908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -231913.562500 Penalty: 3762.047363
	Iteration 15Q: 3 clusters Score -231913.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -231924.562500 Penalty: 3762.047363
	Iteration 16Q: 3 clusters Score -231924.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -231930.828125 Penalty: 3762.047363
	Iteration 17Q: 3 clusters Score -231930.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -231937.265625 Penalty: 3762.047363
	Iteration 18Q: 3 clusters Score -231937.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -231949.312500 Penalty: 3762.047363
	Iteration 19Q: 3 clusters Score -231949.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -231959.921875 Penalty: 3762.047363
	Iteration 20F: 3 clusters Score -231959.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -231968.046875 Penalty: 3762.047363
	Iteration 21Q: 3 clusters Score -231968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -231977.453125 Penalty: 3762.047363
	Iteration 22Q: 3 clusters Score -231977.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -231980.515625 Penalty: 3762.047363
	Iteration 23Q: 3 clusters Score -231980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -231981.187500 Penalty: 3762.047363
	Iteration 24Q: 3 clusters Score -231981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -231983.453125 Penalty: 3762.047363
	Iteration 25Q: 3 clusters Score -231983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -231983.937500 Penalty: 3762.047363
	Iteration 26Q: 3 clusters Score -231983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -231984.968750 Penalty: 3762.047363
	Iteration 27Q: 3 clusters Score -231985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -231986.484375 Penalty: 3762.047363
	Iteration 28Q: 3 clusters Score -231986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -231989.046875 Penalty: 3762.047363
	Iteration 29Q: 3 clusters Score -231989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -231990.890625 Penalty: 3762.047363
	Iteration 30Q: 3 clusters Score -231990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -231992.750000 Penalty: 3762.047363
	Iteration 31Q: 3 clusters Score -231992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -231995.093750 Penalty: 3762.047363
	Iteration 32Q: 3 clusters Score -231995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -232000.171875 Penalty: 3762.047363
	Iteration 33Q: 3 clusters Score -232000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -232001.078125 Penalty: 3762.047363
	Iteration 34Q: 3 clusters Score -232001.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -232003.093750 Penalty: 3762.047363
	Iteration 35Q: 3 clusters Score -232003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -232003.156250 Penalty: 3762.047363
	Iteration 36Q: 3 clusters Score -232003.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -232003.156250 Penalty: 3762.047363
	Iteration 37F: 3 clusters Score -232003.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (3936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Entering Unmasked Estep 
Score: -468293.937500 Penalty: 2052.924316
	Iteration 0F: 2 clusters Score -468293.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -464439.093750 Penalty: 4105.848633
	Iteration 0F: 3 clusters Score -464439.1 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -465265.250000 Penalty: 4105.848633
	Iteration 1F: 3 clusters Score -465265.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -465470.906250 Penalty: 4105.848633
	Iteration 2F: 3 clusters Score -465470.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -465586.406250 Penalty: 4105.848633
	Iteration 3Q: 3 clusters Score -465586.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -465687.218750 Penalty: 4105.848633
	Iteration 4Q: 3 clusters Score -465687.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -465772.187500 Penalty: 4105.848633
	Iteration 5Q: 3 clusters Score -465772.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -465838.718750 Penalty: 4105.848633
	Iteration 6Q: 3 clusters Score -465838.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -465901.000000 Penalty: 4105.848633
	Iteration 7Q: 3 clusters Score -465901 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -465949.468750 Penalty: 4105.848633
	Iteration 8Q: 3 clusters Score -465949.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -465990.406250 Penalty: 4105.848633
	Iteration 9Q: 3 clusters Score -465990.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -466030.218750 Penalty: 4105.848633
	Iteration 10Q: 3 clusters Score -466030.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -466074.062500 Penalty: 4105.848633
	Iteration 11Q: 3 clusters Score -466074.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -466128.906250 Penalty: 4105.848633
	Iteration 12Q: 3 clusters Score -466128.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -466185.500000 Penalty: 4105.848633
	Iteration 13Q: 3 clusters Score -466185.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -466228.906250 Penalty: 4105.848633
	Iteration 14Q: 3 clusters Score -466228.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -466264.625000 Penalty: 4105.848633
	Iteration 15Q: 3 clusters Score -466264.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -466308.593750 Penalty: 4105.848633
	Iteration 16Q: 3 clusters Score -466308.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -466352.156250 Penalty: 4105.848633
	Iteration 17Q: 3 clusters Score -466352.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -466389.343750 Penalty: 4105.848633
	Iteration 18Q: 3 clusters Score -466389.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -466431.625000 Penalty: 4105.848633
	Iteration 19Q: 3 clusters Score -466431.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -466473.687500 Penalty: 4105.848633
	Iteration 20F: 3 clusters Score -466473.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -466506.312500 Penalty: 4105.848633
	Iteration 21Q: 3 clusters Score -466506.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -466540.468750 Penalty: 4105.848633
	Iteration 22Q: 3 clusters Score -466540.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -466568.281250 Penalty: 4105.848633
	Iteration 23Q: 3 clusters Score -466568.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -466585.937500 Penalty: 4105.848633
	Iteration 24Q: 3 clusters Score -466585.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -466599.750000 Penalty: 4105.848633
	Iteration 25Q: 3 clusters Score -466599.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -466617.156250 Penalty: 4105.848633
	Iteration 26Q: 3 clusters Score -466617.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -466628.218750 Penalty: 4105.848633
	Iteration 27Q: 3 clusters Score -466628.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -466637.187500 Penalty: 4105.848633
	Iteration 28Q: 3 clusters Score -466637.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -466643.375000 Penalty: 4105.848633
	Iteration 29Q: 3 clusters Score -466643.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -466651.406250 Penalty: 4105.848633
	Iteration 30Q: 3 clusters Score -466651.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -466655.500000 Penalty: 4105.848633
	Iteration 31Q: 3 clusters Score -466655.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -466659.906250 Penalty: 4105.848633
	Iteration 32Q: 3 clusters Score -466659.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -466662.062500 Penalty: 4105.848633
	Iteration 33Q: 3 clusters Score -466662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -466663.875000 Penalty: 4105.848633
	Iteration 34Q: 3 clusters Score -466663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -466664.531250 Penalty: 4105.848633
	Iteration 35Q: 3 clusters Score -466664.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -466666.906250 Penalty: 4105.848633
	Iteration 36Q: 3 clusters Score -466666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -466667.031250 Penalty: 4105.848633
	Iteration 37Q: 3 clusters Score -466667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -466667.156250 Penalty: 4105.848633
	Iteration 38Q: 3 clusters Score -466667.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -466667.781250 Penalty: 4105.848633
	Iteration 39Q: 3 clusters Score -466667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -466669.031250 Penalty: 4105.848633
	Iteration 40F: 3 clusters Score -466669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -466669.406250 Penalty: 4105.848633
	Iteration 41Q: 3 clusters Score -466669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -466671.875000 Penalty: 4105.848633
	Iteration 42Q: 3 clusters Score -466671.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -466674.906250 Penalty: 4105.848633
	Iteration 43Q: 3 clusters Score -466674.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -466678.343750 Penalty: 4105.848633
	Iteration 44Q: 3 clusters Score -466678.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -466679.875000 Penalty: 4105.848633
	Iteration 45Q: 3 clusters Score -466679.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -466682.906250 Penalty: 4105.848633
	Iteration 46Q: 3 clusters Score -466682.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -466684.968750 Penalty: 4105.848633
	Iteration 47Q: 3 clusters Score -466685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -466687.250000 Penalty: 4105.848633
	Iteration 48Q: 3 clusters Score -466687.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -466692.562500 Penalty: 4105.848633
	Iteration 49Q: 3 clusters Score -466692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -466694.718750 Penalty: 4105.848633
	Iteration 50Q: 3 clusters Score -466694.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -466696.187500 Penalty: 4105.848633
	Iteration 51Q: 3 clusters Score -466696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -466698.250000 Penalty: 4105.848633
	Iteration 52Q: 3 clusters Score -466698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -466699.156250 Penalty: 4105.848633
	Iteration 53Q: 3 clusters Score -466699.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -466699.156250 Penalty: 4105.848633
	Iteration 54F: 3 clusters Score -466699.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 45718 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 6220 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 32380 members 
Mstep: Class 8 contains 137237 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11091 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 16262 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 8091 members 
Mstep: Class 18 contains 13474 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95640 members 
Mstep: Class 23 contains 16913 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 92704 members 
Mstep: Class 26 contains 8655 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 17691 members 
Mstep: Class 29 contains 24494 members 
Mstep: Class 30 contains 37566 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 4469 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2206 members 
Mstep: Class 38 contains 18284 members 
Mstep: Class 39 contains 5707 members 
Mstep: Class 40 contains 71965 members 
Mstep: Class 41 contains 5904 members 
Mstep: Class 42 contains 422 members 
Mstep: Class 43 contains 19426 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4294 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17050 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 897 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2201 members 
Mstep: Class 54 contains 91566 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8005 members 
Mstep: Class 57 contains 229093 members 
Mstep: Class 58 contains 2011 members 
Mstep: Class 59 contains 8424 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 8900 members 
Mstep: Class 62 contains 2208 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2855 members 
Mstep: Class 66 contains 7627 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6117 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3718 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 77. Lose 3048.590820 but Gain 3493.812500
Score: -154530560.000000 Penalty: 282998.750000
Iteration 159Q: 82 clusters Score -1.545306e+08 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 45666 members 
Mstep: Class 4 contains 23174 members 
Mstep: Class 5 contains 6217 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 32421 members 
Mstep: Class 8 contains 137348 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11092 members 
Mstep: Class 11 contains 8503 members 
Mstep: Class 12 contains 16268 members 
Mstep: Class 13 contains 16947 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5386 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 7704 members 
Mstep: Class 18 contains 14080 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4262 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 95707 members 
Mstep: Class 23 contains 16920 members 
Mstep: Class 24 contains 1754 members 
Mstep: Class 25 contains 92759 members 
Mstep: Class 26 contains 8682 members 
Mstep: Class 27 contains 1804 members 
Mstep: Class 28 contains 17639 members 
Mstep: Class 29 contains 24499 members 
Mstep: Class 30 contains 37772 members 
Mstep: Class 31 contains 5111 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 4761 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2207 members 
Mstep: Class 38 contains 18289 members 
Mstep: Class 39 contains 5702 members 
Mstep: Class 40 contains 72158 members 
Mstep: Class 41 contains 5907 members 
Mstep: Class 42 contains 420 members 
Mstep: Class 43 contains 19425 members 
Mstep: Class 44 contains 3132 members 
Mstep: Class 45 contains 4292 members 
Mstep: Class 46 contains 520 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17163 members 
Mstep: Class 49 contains 3123 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 910 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2203 members 
Mstep: Class 54 contains 91570 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8005 members 
Mstep: Class 57 contains 229147 members 
Mstep: Class 58 contains 2044 members 
Mstep: Class 59 contains 8415 members 
Mstep: Class 60 contains 5727 members 
Mstep: Class 61 contains 9040 members 
Mstep: Class 62 contains 2195 members 
Mstep: Class 63 contains 627 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2851 members 
Mstep: Class 66 contains 7632 members 
Mstep: Class 67 contains 7388 members 
Mstep: Class 68 contains 6420 members 
Mstep: Class 69 contains 3615 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6146 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3722 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3977 members 
Mstep: Class 76 contains 9929 members 
Mstep: Class 78 contains 4932 members 
Mstep: Class 79 contains 19074 members 
Mstep: Class 80 contains 27934 members 
Mstep: Class 81 contains 1686 members 
Mstep: Class 82 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154534224.000000 Penalty: 282998.750000
Iteration 160F: 82 clusters Score -1.545342e+08 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1821 members 
Mstep: Class 3 contains 45491 members 
Mstep: Class 4 contains 23002 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 32396 members 
Mstep: Class 8 contains 137128 members 
Mstep: Class 9 contains 586 members 
Mstep: Class 10 contains 11083 members 
Mstep: Class 11 contains 8510 members 
Mstep: Class 12 contains 16270 members 
Mstep: Class 13 contains 16810 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5386 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 7401 members 
Mstep: Class 18 contains 14322 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4262 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 95414 members 
Mstep: Class 23 contains 16901 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 92630 members 
Mstep: Class 26 contains 8457 members 
Mstep: Class 27 contains 1804 members 
Mstep: Class 28 contains 17564 members 
Mstep: Class 29 contains 24399 members 
Mstep: Class 30 contains 37927 members 
Mstep: Class 31 contains 5111 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 4817 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2209 members 
Mstep: Class 38 contains 18245 members 
Mstep: Class 39 contains 5697 members 
Mstep: Class 40 contains 71790 members 
Mstep: Class 41 contains 5912 members 
Mstep: Class 42 contains 418 members 
Mstep: Class 43 contains 19424 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4291 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17096 members 
Mstep: Class 49 contains 3123 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 949 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2203 members 
Mstep: Class 54 contains 91550 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8004 members 
Mstep: Class 57 contains 229009 members 
Mstep: Class 58 contains 2052 members 
Mstep: Class 59 contains 8413 members 
Mstep: Class 60 contains 5738 members 
Mstep: Class 61 contains 9084 members 
Mstep: Class 62 contains 2180 members 
Mstep: Class 63 contains 659 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2846 members 
Mstep: Class 66 contains 7635 members 
Mstep: Class 67 contains 7363 members 
Mstep: Class 68 contains 6419 members 
Mstep: Class 69 contains 3607 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6191 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3712 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3970 members 
Mstep: Class 76 contains 10264 members 
Mstep: Class 78 contains 4994 members 
Mstep: Class 79 contains 19352 members 
Mstep: Class 80 contains 28994 members 
Mstep: Class 81 contains 1898 members 
Mstep: Class 82 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535744.000000 Penalty: 282998.750000
Iteration 161Q: 82 clusters Score -1.545357e+08 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 45365 members 
Mstep: Class 4 contains 22904 members 
Mstep: Class 5 contains 6240 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 32392 members 
Mstep: Class 8 contains 136984 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11077 members 
Mstep: Class 11 contains 8530 members 
Mstep: Class 12 contains 16268 members 
Mstep: Class 13 contains 16686 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5385 members 
Mstep: Class 16 contains 236 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 18 contains 14461 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4262 members 
Mstep: Class 21 contains 3933 members 
Mstep: Class 22 contains 95206 members 
Mstep: Class 23 contains 16887 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 92576 members 
Mstep: Class 26 contains 8307 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 17491 members 
Mstep: Class 29 contains 24316 members 
Mstep: Class 30 contains 38039 members 
Mstep: Class 31 contains 5111 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 4912 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2212 members 
Mstep: Class 38 contains 18194 members 
Mstep: Class 39 contains 5695 members 
Mstep: Class 40 contains 71521 members 
Mstep: Class 41 contains 5917 members 
Mstep: Class 42 contains 417 members 
Mstep: Class 43 contains 19424 members 
Mstep: Class 44 contains 3133 members 
Mstep: Class 45 contains 4290 members 
Mstep: Class 46 contains 504 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 17036 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 710 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2204 members 
Mstep: Class 54 contains 91536 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8006 members 
Mstep: Class 57 contains 228943 members 
Mstep: Class 58 contains 2057 members 
Mstep: Class 59 contains 8413 members 
Mstep: Class 60 contains 5752 members 
Mstep: Class 61 contains 9144 members 
Mstep: Class 62 contains 2168 members 
Mstep: Class 63 contains 673 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2844 members 
Mstep: Class 66 contains 7643 members 
Mstep: Class 67 contains 7334 members 
Mstep: Class 68 contains 6416 members 
Mstep: Class 69 contains 3608 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6228 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3981 members 
Mstep: Class 76 contains 10402 members 
Mstep: Class 78 contains 5039 members 
Mstep: Class 79 contains 19613 members 
Mstep: Class 80 contains 29721 members 
Mstep: Class 81 contains 2016 members 
Mstep: Class 82 contains 1877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536768.000000 Penalty: 282998.750000
Iteration 162Q: 82 clusters Score -1.545368e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 45285 members 
Mstep: Class 4 contains 22853 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 32401 members 
Mstep: Class 8 contains 136873 members 
Mstep: Class 9 contains 586 members 
Mstep: Class 10 contains 11069 members 
Mstep: Class 11 contains 8557 members 
Mstep: Class 12 contains 16264 members 
Mstep: Class 13 contains 16592 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5385 members 
Mstep: Class 16 contains 231 members 
Mstep: Class 17 contains 6904 members 
Mstep: Class 18 contains 14548 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4264 members 
Mstep: Class 21 contains 3934 members 
Mstep: Class 22 contains 95024 members 
Mstep: Class 23 contains 16881 members 
Mstep: Class 24 contains 1749 members 
Mstep: Class 25 contains 92537 members 
Mstep: Class 26 contains 8189 members 
Mstep: Class 27 contains 1802 members 
Mstep: Class 28 contains 17443 members 
Mstep: Class 29 contains 24234 members 
Mstep: Class 30 contains 38107 members 
Mstep: Class 31 contains 5111 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 11822 members 
Mstep: Class 35 contains 5009 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2215 members 
Mstep: Class 38 contains 18148 members 
Mstep: Class 39 contains 5693 members 
Mstep: Class 40 contains 71292 members 
Mstep: Class 41 contains 5909 members 
Mstep: Class 42 contains 415 members 
Mstep: Class 43 contains 19423 members 
Mstep: Class 44 contains 3136 members 
Mstep: Class 45 contains 4288 members 
Mstep: Class 46 contains 500 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16981 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 711 members 
Mstep: Class 51 contains 1085 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91526 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8006 members 
Mstep: Class 57 contains 228902 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8413 members 
Mstep: Class 60 contains 5763 members 
Mstep: Class 61 contains 9220 members 
Mstep: Class 62 contains 2144 members 
Mstep: Class 63 contains 683 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2842 members 
Mstep: Class 66 contains 7652 members 
Mstep: Class 67 contains 7311 members 
Mstep: Class 68 contains 6416 members 
Mstep: Class 69 contains 3607 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6247 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3699 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3990 members 
Mstep: Class 76 contains 10481 members 
Mstep: Class 78 contains 5072 members 
Mstep: Class 79 contains 19877 members 
Mstep: Class 80 contains 30272 members 
Mstep: Class 81 contains 2082 members 
Mstep: Class 82 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537584.000000 Penalty: 282998.750000
Iteration 163Q: 82 clusters Score -1.545376e+08 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 45223 members 
Mstep: Class 4 contains 22801 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 32407 members 
Mstep: Class 8 contains 136797 members 
Mstep: Class 9 contains 587 members 
Mstep: Class 10 contains 11070 members 
Mstep: Class 11 contains 8576 members 
Mstep: Class 12 contains 16261 members 
Mstep: Class 13 contains 16498 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5385 members 
Mstep: Class 16 contains 229 members 
Mstep: Class 17 contains 6702 members 
Mstep: Class 18 contains 14605 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 94884 members 
Mstep: Class 23 contains 16874 members 
Mstep: Class 24 contains 1747 members 
Mstep: Class 25 contains 92519 members 
Mstep: Class 26 contains 8107 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 17397 members 
Mstep: Class 29 contains 24173 members 
Mstep: Class 30 contains 38186 members 
Mstep: Class 31 contains 5111 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11821 members 
Mstep: Class 35 contains 5083 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2219 members 
Mstep: Class 38 contains 18103 members 
Mstep: Class 39 contains 5691 members 
Mstep: Class 40 contains 71088 members 
Mstep: Class 41 contains 5914 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 19421 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4288 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16931 members 
Mstep: Class 49 contains 3123 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1151 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91516 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8006 members 
Mstep: Class 57 contains 228878 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8412 members 
Mstep: Class 60 contains 5772 members 
Mstep: Class 61 contains 9284 members 
Mstep: Class 62 contains 2122 members 
Mstep: Class 63 contains 689 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2840 members 
Mstep: Class 66 contains 7658 members 
Mstep: Class 67 contains 7293 members 
Mstep: Class 68 contains 6414 members 
Mstep: Class 69 contains 3612 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6271 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3693 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 4002 members 
Mstep: Class 76 contains 10529 members 
Mstep: Class 78 contains 5109 members 
Mstep: Class 79 contains 20084 members 
Mstep: Class 80 contains 30727 members 
Mstep: Class 81 contains 2133 members 
Mstep: Class 82 contains 1873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154538032.000000 Penalty: 282998.750000
Iteration 164Q: 82 clusters Score -1.54538e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1819 members 
Mstep: Class 3 contains 45175 members 
Mstep: Class 4 contains 22771 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 2587 members 
Mstep: Class 7 contains 32400 members 
Mstep: Class 8 contains 136723 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 11072 members 
Mstep: Class 11 contains 8589 members 
Mstep: Class 12 contains 16258 members 
Mstep: Class 13 contains 16420 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5384 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 6529 members 
Mstep: Class 18 contains 14649 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 94760 members 
Mstep: Class 23 contains 16873 members 
Mstep: Class 24 contains 1746 members 
Mstep: Class 25 contains 92502 members 
Mstep: Class 26 contains 8035 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 17357 members 
Mstep: Class 29 contains 24129 members 
Mstep: Class 30 contains 38279 members 
Mstep: Class 31 contains 5111 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 11819 members 
Mstep: Class 35 contains 5146 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2221 members 
Mstep: Class 38 contains 18066 members 
Mstep: Class 39 contains 5686 members 
Mstep: Class 40 contains 70889 members 
Mstep: Class 41 contains 5917 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 19420 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4288 members 
Mstep: Class 46 contains 499 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16898 members 
Mstep: Class 49 contains 3123 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1206 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91501 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8003 members 
Mstep: Class 57 contains 228868 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8411 members 
Mstep: Class 60 contains 5785 members 
Mstep: Class 61 contains 9360 members 
Mstep: Class 62 contains 2112 members 
Mstep: Class 63 contains 689 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2839 members 
Mstep: Class 66 contains 7666 members 
Mstep: Class 67 contains 7284 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3616 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6292 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3695 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 4006 members 
Mstep: Class 76 contains 10569 members 
Mstep: Class 78 contains 5141 members 
Mstep: Class 79 contains 20246 members 
Mstep: Class 80 contains 31093 members 
Mstep: Class 81 contains 2161 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154538768.000000 Penalty: 282998.750000
Iteration 165Q: 82 clusters Score -1.545388e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1819 members 
Mstep: Class 3 contains 45106 members 
Mstep: Class 4 contains 22744 members 
Mstep: Class 5 contains 6294 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 32397 members 
Mstep: Class 8 contains 136687 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11074 members 
Mstep: Class 11 contains 8596 members 
Mstep: Class 12 contains 16258 members 
Mstep: Class 13 contains 16370 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 6375 members 
Mstep: Class 18 contains 14690 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4259 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 94673 members 
Mstep: Class 23 contains 16869 members 
Mstep: Class 24 contains 1746 members 
Mstep: Class 25 contains 92495 members 
Mstep: Class 26 contains 7969 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 17329 members 
Mstep: Class 29 contains 24081 members 
Mstep: Class 30 contains 38355 members 
Mstep: Class 31 contains 5111 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 11815 members 
Mstep: Class 35 contains 5204 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2222 members 
Mstep: Class 38 contains 18044 members 
Mstep: Class 39 contains 5683 members 
Mstep: Class 40 contains 70733 members 
Mstep: Class 41 contains 5920 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 19419 members 
Mstep: Class 44 contains 3132 members 
Mstep: Class 45 contains 4287 members 
Mstep: Class 46 contains 499 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16883 members 
Mstep: Class 49 contains 3123 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1257 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91493 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 8001 members 
Mstep: Class 57 contains 228859 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8411 members 
Mstep: Class 60 contains 5798 members 
Mstep: Class 61 contains 9416 members 
Mstep: Class 62 contains 2100 members 
Mstep: Class 63 contains 689 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2839 members 
Mstep: Class 66 contains 7671 members 
Mstep: Class 67 contains 7275 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3620 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6305 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3687 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 4006 members 
Mstep: Class 76 contains 10576 members 
Mstep: Class 78 contains 5166 members 
Mstep: Class 79 contains 20372 members 
Mstep: Class 80 contains 31389 members 
Mstep: Class 81 contains 2196 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154539168.000000 Penalty: 282998.750000
Iteration 166Q: 82 clusters Score -1.545392e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1816 members 
Mstep: Class 3 contains 45059 members 
Mstep: Class 4 contains 22721 members 
Mstep: Class 5 contains 6295 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 32397 members 
Mstep: Class 8 contains 136673 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11075 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 16255 members 
Mstep: Class 13 contains 16327 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 14722 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4259 members 
Mstep: Class 21 contains 3934 members 
Mstep: Class 22 contains 94589 members 
Mstep: Class 23 contains 16867 members 
Mstep: Class 24 contains 1747 members 
Mstep: Class 25 contains 92485 members 
Mstep: Class 26 contains 7921 members 
Mstep: Class 27 contains 1802 members 
Mstep: Class 28 contains 17294 members 
Mstep: Class 29 contains 24042 members 
Mstep: Class 30 contains 38425 members 
Mstep: Class 31 contains 5111 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11813 members 
Mstep: Class 35 contains 5235 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 18019 members 
Mstep: Class 39 contains 5684 members 
Mstep: Class 40 contains 70619 members 
Mstep: Class 41 contains 5920 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 19418 members 
Mstep: Class 44 contains 3130 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 499 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16865 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1291 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91488 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 7999 members 
Mstep: Class 57 contains 228849 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8410 members 
Mstep: Class 60 contains 5817 members 
Mstep: Class 61 contains 9476 members 
Mstep: Class 62 contains 2092 members 
Mstep: Class 63 contains 689 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2839 members 
Mstep: Class 66 contains 7671 members 
Mstep: Class 67 contains 7263 members 
Mstep: Class 68 contains 6409 members 
Mstep: Class 69 contains 3623 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6316 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3689 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 4008 members 
Mstep: Class 76 contains 10586 members 
Mstep: Class 78 contains 5188 members 
Mstep: Class 79 contains 20470 members 
Mstep: Class 80 contains 31633 members 
Mstep: Class 81 contains 2217 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154539344.000000 Penalty: 282998.750000
Iteration 167Q: 82 clusters Score -1.545393e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 45009 members 
Mstep: Class 4 contains 22701 members 
Mstep: Class 5 contains 6300 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 32411 members 
Mstep: Class 8 contains 136648 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 11074 members 
Mstep: Class 11 contains 8612 members 
Mstep: Class 12 contains 16255 members 
Mstep: Class 13 contains 16291 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 14753 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3934 members 
Mstep: Class 22 contains 94513 members 
Mstep: Class 23 contains 16870 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92485 members 
Mstep: Class 26 contains 7886 members 
Mstep: Class 27 contains 1804 members 
Mstep: Class 28 contains 17271 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 38476 members 
Mstep: Class 31 contains 5111 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11813 members 
Mstep: Class 35 contains 5268 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17995 members 
Mstep: Class 39 contains 5686 members 
Mstep: Class 40 contains 70521 members 
Mstep: Class 41 contains 5924 members 
Mstep: Class 42 contains 406 members 
Mstep: Class 43 contains 19417 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 499 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16849 members 
Mstep: Class 49 contains 3121 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1315 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91483 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 7996 members 
Mstep: Class 57 contains 228842 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8408 members 
Mstep: Class 60 contains 5832 members 
Mstep: Class 61 contains 9508 members 
Mstep: Class 62 contains 2082 members 
Mstep: Class 63 contains 689 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2839 members 
Mstep: Class 66 contains 7674 members 
Mstep: Class 67 contains 7258 members 
Mstep: Class 68 contains 6410 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6330 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3694 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 4002 members 
Mstep: Class 76 contains 10593 members 
Mstep: Class 78 contains 5202 members 
Mstep: Class 79 contains 20561 members 
Mstep: Class 80 contains 31845 members 
Mstep: Class 81 contains 2234 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154539296.000000 Penalty: 282998.750000
Iteration 168Q: 82 clusters Score -1.545393e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44959 members 
Mstep: Class 4 contains 22682 members 
Mstep: Class 5 contains 6296 members 
Mstep: Class 6 contains 2587 members 
Mstep: Class 7 contains 32417 members 
Mstep: Class 8 contains 136623 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 11075 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 16254 members 
Mstep: Class 13 contains 16257 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 6044 members 
Mstep: Class 18 contains 14765 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4262 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94457 members 
Mstep: Class 23 contains 16867 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92481 members 
Mstep: Class 26 contains 7861 members 
Mstep: Class 27 contains 1804 members 
Mstep: Class 28 contains 17259 members 
Mstep: Class 29 contains 23984 members 
Mstep: Class 30 contains 38534 members 
Mstep: Class 31 contains 5111 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11812 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17991 members 
Mstep: Class 39 contains 5684 members 
Mstep: Class 40 contains 70432 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 405 members 
Mstep: Class 43 contains 19417 members 
Mstep: Class 44 contains 3132 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 499 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16835 members 
Mstep: Class 49 contains 3119 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1333 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91477 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 7994 members 
Mstep: Class 57 contains 228833 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8408 members 
Mstep: Class 60 contains 5837 members 
Mstep: Class 61 contains 9539 members 
Mstep: Class 62 contains 2078 members 
Mstep: Class 63 contains 690 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7674 members 
Mstep: Class 67 contains 7255 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3627 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6335 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3698 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3989 members 
Mstep: Class 76 contains 10613 members 
Mstep: Class 78 contains 5228 members 
Mstep: Class 79 contains 20639 members 
Mstep: Class 80 contains 32056 members 
Mstep: Class 81 contains 2243 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154539584.000000 Penalty: 282998.750000
Iteration 169Q: 82 clusters Score -1.545396e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1810 members 
Mstep: Class 3 contains 44921 members 
Mstep: Class 4 contains 22665 members 
Mstep: Class 5 contains 6300 members 
Mstep: Class 6 contains 2587 members 
Mstep: Class 7 contains 32428 members 
Mstep: Class 8 contains 136611 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11073 members 
Mstep: Class 11 contains 8618 members 
Mstep: Class 12 contains 16252 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5951 members 
Mstep: Class 18 contains 14762 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94407 members 
Mstep: Class 23 contains 16865 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92476 members 
Mstep: Class 26 contains 7848 members 
Mstep: Class 27 contains 1804 members 
Mstep: Class 28 contains 17250 members 
Mstep: Class 29 contains 23950 members 
Mstep: Class 30 contains 38580 members 
Mstep: Class 31 contains 5111 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11812 members 
Mstep: Class 35 contains 5301 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17982 members 
Mstep: Class 39 contains 5683 members 
Mstep: Class 40 contains 70355 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 402 members 
Mstep: Class 43 contains 19416 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16827 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1347 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91468 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 7993 members 
Mstep: Class 57 contains 228839 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8408 members 
Mstep: Class 60 contains 5850 members 
Mstep: Class 61 contains 9556 members 
Mstep: Class 62 contains 2069 members 
Mstep: Class 63 contains 690 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7677 members 
Mstep: Class 67 contains 7251 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3630 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6346 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3700 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3981 members 
Mstep: Class 76 contains 10622 members 
Mstep: Class 78 contains 5237 members 
Mstep: Class 79 contains 20698 members 
Mstep: Class 80 contains 32251 members 
Mstep: Class 81 contains 2250 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154539536.000000 Penalty: 282998.750000
Iteration 170Q: 82 clusters Score -1.545395e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1807 members 
Mstep: Class 3 contains 44885 members 
Mstep: Class 4 contains 22651 members 
Mstep: Class 5 contains 6301 members 
Mstep: Class 6 contains 2587 members 
Mstep: Class 7 contains 32445 members 
Mstep: Class 8 contains 136590 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 11071 members 
Mstep: Class 11 contains 8618 members 
Mstep: Class 12 contains 16250 members 
Mstep: Class 13 contains 16206 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5883 members 
Mstep: Class 18 contains 14765 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94378 members 
Mstep: Class 23 contains 16861 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92473 members 
Mstep: Class 26 contains 7832 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 17240 members 
Mstep: Class 29 contains 23916 members 
Mstep: Class 30 contains 38633 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5314 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17973 members 
Mstep: Class 39 contains 5684 members 
Mstep: Class 40 contains 70295 members 
Mstep: Class 41 contains 5925 members 
Mstep: Class 42 contains 401 members 
Mstep: Class 43 contains 19414 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16815 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1355 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91460 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 7992 members 
Mstep: Class 57 contains 228835 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8408 members 
Mstep: Class 60 contains 5864 members 
Mstep: Class 61 contains 9570 members 
Mstep: Class 62 contains 2067 members 
Mstep: Class 63 contains 690 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7680 members 
Mstep: Class 67 contains 7251 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3632 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6349 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3710 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3980 members 
Mstep: Class 76 contains 10628 members 
Mstep: Class 78 contains 5252 members 
Mstep: Class 79 contains 20749 members 
Mstep: Class 80 contains 32406 members 
Mstep: Class 81 contains 2252 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154539568.000000 Penalty: 282998.750000
Iteration 171Q: 82 clusters Score -1.545396e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 44857 members 
Mstep: Class 4 contains 22639 members 
Mstep: Class 5 contains 6304 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 32452 members 
Mstep: Class 8 contains 136576 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11072 members 
Mstep: Class 11 contains 8619 members 
Mstep: Class 12 contains 16251 members 
Mstep: Class 13 contains 16169 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5813 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94359 members 
Mstep: Class 23 contains 16859 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92467 members 
Mstep: Class 26 contains 7817 members 
Mstep: Class 27 contains 1807 members 
Mstep: Class 28 contains 17235 members 
Mstep: Class 29 contains 23888 members 
Mstep: Class 30 contains 38684 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3235 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11815 members 
Mstep: Class 35 contains 5327 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17968 members 
Mstep: Class 39 contains 5683 members 
Mstep: Class 40 contains 70232 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 401 members 
Mstep: Class 43 contains 19412 members 
Mstep: Class 44 contains 3133 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16809 members 
Mstep: Class 49 contains 3118 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1363 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91451 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 7992 members 
Mstep: Class 57 contains 228828 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8407 members 
Mstep: Class 60 contains 5880 members 
Mstep: Class 61 contains 9589 members 
Mstep: Class 62 contains 2063 members 
Mstep: Class 63 contains 690 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7679 members 
Mstep: Class 67 contains 7245 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3633 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6353 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3716 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3980 members 
Mstep: Class 76 contains 10635 members 
Mstep: Class 78 contains 5261 members 
Mstep: Class 79 contains 20809 members 
Mstep: Class 80 contains 32516 members 
Mstep: Class 81 contains 2256 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540080.000000 Penalty: 282998.750000
Iteration 172Q: 82 clusters Score -1.545401e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1811 members 
Mstep: Class 3 contains 44834 members 
Mstep: Class 4 contains 22633 members 
Mstep: Class 5 contains 6308 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 32458 members 
Mstep: Class 8 contains 136570 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 11072 members 
Mstep: Class 11 contains 8619 members 
Mstep: Class 12 contains 16250 members 
Mstep: Class 13 contains 16150 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5745 members 
Mstep: Class 18 contains 14783 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94335 members 
Mstep: Class 23 contains 16861 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92466 members 
Mstep: Class 26 contains 7812 members 
Mstep: Class 27 contains 1809 members 
Mstep: Class 28 contains 17230 members 
Mstep: Class 29 contains 23852 members 
Mstep: Class 30 contains 38714 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3234 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11816 members 
Mstep: Class 35 contains 5339 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17962 members 
Mstep: Class 39 contains 5682 members 
Mstep: Class 40 contains 70175 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 19409 members 
Mstep: Class 44 contains 3132 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16803 members 
Mstep: Class 49 contains 3118 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1366 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91441 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 7992 members 
Mstep: Class 57 contains 228826 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8407 members 
Mstep: Class 60 contains 5894 members 
Mstep: Class 61 contains 9605 members 
Mstep: Class 62 contains 2060 members 
Mstep: Class 63 contains 690 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7681 members 
Mstep: Class 67 contains 7240 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3632 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6355 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3718 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3978 members 
Mstep: Class 76 contains 10641 members 
Mstep: Class 78 contains 5276 members 
Mstep: Class 79 contains 20867 members 
Mstep: Class 80 contains 32615 members 
Mstep: Class 81 contains 2261 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540112.000000 Penalty: 282998.750000
Iteration 173Q: 82 clusters Score -1.545401e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 44813 members 
Mstep: Class 4 contains 22624 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 32464 members 
Mstep: Class 8 contains 136569 members 
Mstep: Class 9 contains 586 members 
Mstep: Class 10 contains 11072 members 
Mstep: Class 11 contains 8620 members 
Mstep: Class 12 contains 16249 members 
Mstep: Class 13 contains 16124 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5692 members 
Mstep: Class 18 contains 14783 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94314 members 
Mstep: Class 23 contains 16860 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92464 members 
Mstep: Class 26 contains 7801 members 
Mstep: Class 27 contains 1809 members 
Mstep: Class 28 contains 17226 members 
Mstep: Class 29 contains 23814 members 
Mstep: Class 30 contains 38756 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3235 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11816 members 
Mstep: Class 35 contains 5350 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17963 members 
Mstep: Class 39 contains 5680 members 
Mstep: Class 40 contains 70140 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 19408 members 
Mstep: Class 44 contains 3131 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16800 members 
Mstep: Class 49 contains 3118 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1369 members 
Mstep: Class 52 contains 1507 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91436 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 7991 members 
Mstep: Class 57 contains 228835 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8407 members 
Mstep: Class 60 contains 5904 members 
Mstep: Class 61 contains 9620 members 
Mstep: Class 62 contains 2058 members 
Mstep: Class 63 contains 690 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7685 members 
Mstep: Class 67 contains 7239 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3632 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6355 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3721 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3977 members 
Mstep: Class 76 contains 10643 members 
Mstep: Class 78 contains 5295 members 
Mstep: Class 79 contains 20914 members 
Mstep: Class 80 contains 32676 members 
Mstep: Class 81 contains 2266 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540096.000000 Penalty: 282998.750000
Iteration 174Q: 82 clusters Score -1.545401e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44783 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 6300 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 32468 members 
Mstep: Class 8 contains 136568 members 
Mstep: Class 9 contains 587 members 
Mstep: Class 10 contains 11070 members 
Mstep: Class 11 contains 8621 members 
Mstep: Class 12 contains 16246 members 
Mstep: Class 13 contains 16088 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5657 members 
Mstep: Class 18 contains 14793 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94305 members 
Mstep: Class 23 contains 16861 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92459 members 
Mstep: Class 26 contains 7794 members 
Mstep: Class 27 contains 1809 members 
Mstep: Class 28 contains 17221 members 
Mstep: Class 29 contains 23794 members 
Mstep: Class 30 contains 38809 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11815 members 
Mstep: Class 35 contains 5348 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17958 members 
Mstep: Class 39 contains 5678 members 
Mstep: Class 40 contains 70116 members 
Mstep: Class 41 contains 5926 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 19408 members 
Mstep: Class 44 contains 3132 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16796 members 
Mstep: Class 49 contains 3118 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1370 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91428 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 7988 members 
Mstep: Class 57 contains 228846 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8407 members 
Mstep: Class 60 contains 5913 members 
Mstep: Class 61 contains 9638 members 
Mstep: Class 62 contains 2057 members 
Mstep: Class 63 contains 690 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7689 members 
Mstep: Class 67 contains 7238 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3631 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6358 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3724 members 
Mstep: Class 74 contains 1968 members 
Mstep: Class 75 contains 3977 members 
Mstep: Class 76 contains 10643 members 
Mstep: Class 78 contains 5305 members 
Mstep: Class 79 contains 20939 members 
Mstep: Class 80 contains 32732 members 
Mstep: Class 81 contains 2269 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540016.000000 Penalty: 282998.750000
Iteration 175Q: 82 clusters Score -1.5454e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44776 members 
Mstep: Class 4 contains 22621 members 
Mstep: Class 5 contains 6301 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136563 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 10 contains 11069 members 
Mstep: Class 11 contains 8621 members 
Mstep: Class 12 contains 16244 members 
Mstep: Class 13 contains 16066 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5381 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 14803 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94300 members 
Mstep: Class 23 contains 16859 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92454 members 
Mstep: Class 26 contains 7792 members 
Mstep: Class 27 contains 1810 members 
Mstep: Class 28 contains 17217 members 
Mstep: Class 29 contains 23784 members 
Mstep: Class 30 contains 38847 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11815 members 
Mstep: Class 35 contains 5354 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17958 members 
Mstep: Class 39 contains 5675 members 
Mstep: Class 40 contains 70092 members 
Mstep: Class 41 contains 5926 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 19407 members 
Mstep: Class 44 contains 3133 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16788 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1373 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91419 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 7987 members 
Mstep: Class 57 contains 228849 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8407 members 
Mstep: Class 60 contains 5924 members 
Mstep: Class 61 contains 9648 members 
Mstep: Class 62 contains 2052 members 
Mstep: Class 63 contains 690 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7690 members 
Mstep: Class 67 contains 7237 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3630 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6358 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3728 members 
Mstep: Class 74 contains 1969 members 
Mstep: Class 75 contains 3975 members 
Mstep: Class 76 contains 10642 members 
Mstep: Class 78 contains 5315 members 
Mstep: Class 79 contains 20959 members 
Mstep: Class 80 contains 32772 members 
Mstep: Class 81 contains 2271 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154539744.000000 Penalty: 282998.750000
Iteration 176Q: 82 clusters Score -1.545397e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44760 members 
Mstep: Class 4 contains 22614 members 
Mstep: Class 5 contains 6302 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 32475 members 
Mstep: Class 8 contains 136558 members 
Mstep: Class 9 contains 587 members 
Mstep: Class 10 contains 11070 members 
Mstep: Class 11 contains 8624 members 
Mstep: Class 12 contains 16242 members 
Mstep: Class 13 contains 16038 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5593 members 
Mstep: Class 18 contains 14815 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94287 members 
Mstep: Class 23 contains 16855 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7784 members 
Mstep: Class 27 contains 1812 members 
Mstep: Class 28 contains 17214 members 
Mstep: Class 29 contains 23765 members 
Mstep: Class 30 contains 38885 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5364 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17955 members 
Mstep: Class 39 contains 5674 members 
Mstep: Class 40 contains 70078 members 
Mstep: Class 41 contains 5925 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 19407 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16783 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1375 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91417 members 
Mstep: Class 55 contains 3678 members 
Mstep: Class 56 contains 7987 members 
Mstep: Class 57 contains 228855 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8407 members 
Mstep: Class 60 contains 5933 members 
Mstep: Class 61 contains 9655 members 
Mstep: Class 62 contains 2047 members 
Mstep: Class 63 contains 690 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7690 members 
Mstep: Class 67 contains 7232 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6361 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3731 members 
Mstep: Class 74 contains 1969 members 
Mstep: Class 75 contains 3972 members 
Mstep: Class 76 contains 10642 members 
Mstep: Class 78 contains 5328 members 
Mstep: Class 79 contains 20979 members 
Mstep: Class 80 contains 32807 members 
Mstep: Class 81 contains 2277 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540112.000000 Penalty: 282998.750000
Iteration 177Q: 82 clusters Score -1.545401e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44757 members 
Mstep: Class 4 contains 22605 members 
Mstep: Class 5 contains 6301 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 32477 members 
Mstep: Class 8 contains 136556 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 8625 members 
Mstep: Class 12 contains 16241 members 
Mstep: Class 13 contains 16009 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 14819 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94275 members 
Mstep: Class 23 contains 16851 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92450 members 
Mstep: Class 26 contains 7781 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 23746 members 
Mstep: Class 30 contains 38924 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5375 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17951 members 
Mstep: Class 39 contains 5673 members 
Mstep: Class 40 contains 70056 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 19406 members 
Mstep: Class 44 contains 3136 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16776 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1377 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91413 members 
Mstep: Class 55 contains 3677 members 
Mstep: Class 56 contains 7987 members 
Mstep: Class 57 contains 228857 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8407 members 
Mstep: Class 60 contains 5942 members 
Mstep: Class 61 contains 9662 members 
Mstep: Class 62 contains 2042 members 
Mstep: Class 63 contains 690 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7691 members 
Mstep: Class 67 contains 7232 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6358 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3732 members 
Mstep: Class 74 contains 1969 members 
Mstep: Class 75 contains 3971 members 
Mstep: Class 76 contains 10643 members 
Mstep: Class 78 contains 5343 members 
Mstep: Class 79 contains 20996 members 
Mstep: Class 80 contains 32844 members 
Mstep: Class 81 contains 2279 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540064.000000 Penalty: 282998.750000
Iteration 178Q: 82 clusters Score -1.545401e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44744 members 
Mstep: Class 4 contains 22598 members 
Mstep: Class 5 contains 6299 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32476 members 
Mstep: Class 8 contains 136552 members 
Mstep: Class 9 contains 591 members 
Mstep: Class 10 contains 11067 members 
Mstep: Class 11 contains 8627 members 
Mstep: Class 12 contains 16239 members 
Mstep: Class 13 contains 15987 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5549 members 
Mstep: Class 18 contains 14818 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94264 members 
Mstep: Class 23 contains 16849 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7772 members 
Mstep: Class 27 contains 1816 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 23738 members 
Mstep: Class 30 contains 38963 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5371 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17954 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 70038 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 19406 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16770 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1383 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91412 members 
Mstep: Class 55 contains 3677 members 
Mstep: Class 56 contains 7987 members 
Mstep: Class 57 contains 228860 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8406 members 
Mstep: Class 60 contains 5949 members 
Mstep: Class 61 contains 9668 members 
Mstep: Class 62 contains 2040 members 
Mstep: Class 63 contains 690 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7690 members 
Mstep: Class 67 contains 7230 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6358 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3734 members 
Mstep: Class 74 contains 1969 members 
Mstep: Class 75 contains 3972 members 
Mstep: Class 76 contains 10642 members 
Mstep: Class 78 contains 5358 members 
Mstep: Class 79 contains 21008 members 
Mstep: Class 80 contains 32886 members 
Mstep: Class 81 contains 2282 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154539856.000000 Penalty: 282998.750000
Iteration 179Q: 82 clusters Score -1.545399e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44723 members 
Mstep: Class 4 contains 22592 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2595 members 
Mstep: Class 7 contains 32477 members 
Mstep: Class 8 contains 136551 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 11065 members 
Mstep: Class 11 contains 8629 members 
Mstep: Class 12 contains 16237 members 
Mstep: Class 13 contains 15976 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5533 members 
Mstep: Class 18 contains 14819 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94251 members 
Mstep: Class 23 contains 16845 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92448 members 
Mstep: Class 26 contains 7769 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 17208 members 
Mstep: Class 29 contains 23726 members 
Mstep: Class 30 contains 38988 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5382 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17953 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 70019 members 
Mstep: Class 41 contains 5929 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 19406 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16770 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1384 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91412 members 
Mstep: Class 55 contains 3676 members 
Mstep: Class 56 contains 7987 members 
Mstep: Class 57 contains 228864 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8405 members 
Mstep: Class 60 contains 5961 members 
Mstep: Class 61 contains 9671 members 
Mstep: Class 62 contains 2039 members 
Mstep: Class 63 contains 690 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7692 members 
Mstep: Class 67 contains 7229 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3624 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6357 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3736 members 
Mstep: Class 74 contains 1969 members 
Mstep: Class 75 contains 3971 members 
Mstep: Class 76 contains 10642 members 
Mstep: Class 78 contains 5360 members 
Mstep: Class 79 contains 21015 members 
Mstep: Class 80 contains 32929 members 
Mstep: Class 81 contains 2283 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540064.000000 Penalty: 282998.750000
Iteration 180F: 82 clusters Score -1.545401e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44701 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32475 members 
Mstep: Class 8 contains 136551 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 11064 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16238 members 
Mstep: Class 13 contains 15955 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 14821 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94245 members 
Mstep: Class 23 contains 16843 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92447 members 
Mstep: Class 26 contains 7758 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 17208 members 
Mstep: Class 29 contains 23716 members 
Mstep: Class 30 contains 39018 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3236 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5395 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17956 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 70001 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 19403 members 
Mstep: Class 44 contains 3138 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16766 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1396 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91406 members 
Mstep: Class 55 contains 3674 members 
Mstep: Class 56 contains 7987 members 
Mstep: Class 57 contains 228869 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8405 members 
Mstep: Class 60 contains 5971 members 
Mstep: Class 61 contains 9679 members 
Mstep: Class 62 contains 2036 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7692 members 
Mstep: Class 67 contains 7227 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6357 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3739 members 
Mstep: Class 74 contains 1969 members 
Mstep: Class 75 contains 3970 members 
Mstep: Class 76 contains 10644 members 
Mstep: Class 78 contains 5363 members 
Mstep: Class 79 contains 21021 members 
Mstep: Class 80 contains 32958 members 
Mstep: Class 81 contains 2284 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540256.000000 Penalty: 282998.750000
Iteration 181Q: 82 clusters Score -1.545403e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44678 members 
Mstep: Class 4 contains 22587 members 
Mstep: Class 5 contains 6299 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32476 members 
Mstep: Class 8 contains 136552 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 11064 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16236 members 
Mstep: Class 13 contains 15946 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5499 members 
Mstep: Class 18 contains 14824 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94236 members 
Mstep: Class 23 contains 16842 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92446 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 17207 members 
Mstep: Class 29 contains 23714 members 
Mstep: Class 30 contains 39042 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5411 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17956 members 
Mstep: Class 39 contains 5673 members 
Mstep: Class 40 contains 69983 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 395 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16768 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1404 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91402 members 
Mstep: Class 55 contains 3671 members 
Mstep: Class 56 contains 7987 members 
Mstep: Class 57 contains 228873 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8405 members 
Mstep: Class 60 contains 5975 members 
Mstep: Class 61 contains 9688 members 
Mstep: Class 62 contains 2034 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7691 members 
Mstep: Class 67 contains 7225 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6357 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3740 members 
Mstep: Class 74 contains 1969 members 
Mstep: Class 75 contains 3970 members 
Mstep: Class 76 contains 10646 members 
Mstep: Class 78 contains 5358 members 
Mstep: Class 79 contains 21025 members 
Mstep: Class 80 contains 32989 members 
Mstep: Class 81 contains 2287 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540256.000000 Penalty: 282998.750000
Iteration 182Q: 82 clusters Score -1.545403e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44666 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6299 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32473 members 
Mstep: Class 8 contains 136546 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 11065 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16236 members 
Mstep: Class 13 contains 15941 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5476 members 
Mstep: Class 18 contains 14825 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94234 members 
Mstep: Class 23 contains 16841 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92444 members 
Mstep: Class 26 contains 7745 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 17204 members 
Mstep: Class 29 contains 23705 members 
Mstep: Class 30 contains 39067 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5429 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17957 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69967 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 394 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16765 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1406 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91400 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7987 members 
Mstep: Class 57 contains 228879 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8405 members 
Mstep: Class 60 contains 5978 members 
Mstep: Class 61 contains 9693 members 
Mstep: Class 62 contains 2027 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7691 members 
Mstep: Class 67 contains 7223 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6357 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3748 members 
Mstep: Class 74 contains 1969 members 
Mstep: Class 75 contains 3971 members 
Mstep: Class 76 contains 10648 members 
Mstep: Class 78 contains 5346 members 
Mstep: Class 79 contains 21030 members 
Mstep: Class 80 contains 33020 members 
Mstep: Class 81 contains 2290 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540160.000000 Penalty: 282998.750000
Iteration 183Q: 82 clusters Score -1.545402e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44654 members 
Mstep: Class 4 contains 22591 members 
Mstep: Class 5 contains 6301 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32470 members 
Mstep: Class 8 contains 136544 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16236 members 
Mstep: Class 13 contains 15931 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5459 members 
Mstep: Class 18 contains 14834 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 94232 members 
Mstep: Class 23 contains 16840 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92445 members 
Mstep: Class 26 contains 7741 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 17203 members 
Mstep: Class 29 contains 23696 members 
Mstep: Class 30 contains 39089 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5441 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17958 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69952 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 393 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16762 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1414 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91398 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7987 members 
Mstep: Class 57 contains 228881 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8405 members 
Mstep: Class 60 contains 5979 members 
Mstep: Class 61 contains 9696 members 
Mstep: Class 62 contains 2018 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7691 members 
Mstep: Class 67 contains 7222 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6357 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3754 members 
Mstep: Class 74 contains 1970 members 
Mstep: Class 75 contains 3972 members 
Mstep: Class 76 contains 10648 members 
Mstep: Class 78 contains 5334 members 
Mstep: Class 79 contains 21038 members 
Mstep: Class 80 contains 33046 members 
Mstep: Class 81 contains 2290 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540256.000000 Penalty: 282998.750000
Iteration 184Q: 82 clusters Score -1.545403e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44645 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32470 members 
Mstep: Class 8 contains 136543 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16236 members 
Mstep: Class 13 contains 15917 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5446 members 
Mstep: Class 18 contains 14841 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94228 members 
Mstep: Class 23 contains 16839 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92447 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17200 members 
Mstep: Class 29 contains 23687 members 
Mstep: Class 30 contains 39110 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5455 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17958 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69940 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 392 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 3136 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16762 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1417 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91394 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7987 members 
Mstep: Class 57 contains 228886 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8405 members 
Mstep: Class 60 contains 5980 members 
Mstep: Class 61 contains 9701 members 
Mstep: Class 62 contains 2014 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7691 members 
Mstep: Class 67 contains 7222 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6357 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3760 members 
Mstep: Class 74 contains 1971 members 
Mstep: Class 75 contains 3977 members 
Mstep: Class 76 contains 10646 members 
Mstep: Class 78 contains 5320 members 
Mstep: Class 79 contains 21046 members 
Mstep: Class 80 contains 33064 members 
Mstep: Class 81 contains 2290 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540144.000000 Penalty: 282998.750000
Iteration 185Q: 82 clusters Score -1.545401e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44641 members 
Mstep: Class 4 contains 22586 members 
Mstep: Class 5 contains 6307 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32471 members 
Mstep: Class 8 contains 136542 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 11067 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16236 members 
Mstep: Class 13 contains 15902 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5429 members 
Mstep: Class 18 contains 14846 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94226 members 
Mstep: Class 23 contains 16837 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92448 members 
Mstep: Class 26 contains 7735 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17198 members 
Mstep: Class 29 contains 23678 members 
Mstep: Class 30 contains 39126 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5476 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17957 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69922 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 390 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16763 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1424 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91391 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7987 members 
Mstep: Class 57 contains 228886 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8405 members 
Mstep: Class 60 contains 5986 members 
Mstep: Class 61 contains 9700 members 
Mstep: Class 62 contains 2008 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7690 members 
Mstep: Class 67 contains 7221 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6356 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3763 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3979 members 
Mstep: Class 76 contains 10647 members 
Mstep: Class 78 contains 5310 members 
Mstep: Class 79 contains 21060 members 
Mstep: Class 80 contains 33083 members 
Mstep: Class 81 contains 2289 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540112.000000 Penalty: 282998.750000
Iteration 186Q: 82 clusters Score -1.545401e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44637 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6307 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32470 members 
Mstep: Class 8 contains 136539 members 
Mstep: Class 9 contains 594 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16236 members 
Mstep: Class 13 contains 15893 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5418 members 
Mstep: Class 18 contains 14845 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94227 members 
Mstep: Class 23 contains 16837 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7727 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17196 members 
Mstep: Class 29 contains 23665 members 
Mstep: Class 30 contains 39137 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 420 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5498 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17957 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69909 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16759 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1430 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91389 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7987 members 
Mstep: Class 57 contains 228888 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8405 members 
Mstep: Class 60 contains 5987 members 
Mstep: Class 61 contains 9704 members 
Mstep: Class 62 contains 2004 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7692 members 
Mstep: Class 67 contains 7219 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6356 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3766 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3980 members 
Mstep: Class 76 contains 10646 members 
Mstep: Class 78 contains 5301 members 
Mstep: Class 79 contains 21072 members 
Mstep: Class 80 contains 33097 members 
Mstep: Class 81 contains 2292 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540192.000000 Penalty: 282998.750000
Iteration 187Q: 82 clusters Score -1.545402e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44635 members 
Mstep: Class 4 contains 22591 members 
Mstep: Class 5 contains 6307 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32470 members 
Mstep: Class 8 contains 136538 members 
Mstep: Class 9 contains 595 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16237 members 
Mstep: Class 13 contains 15883 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5407 members 
Mstep: Class 18 contains 14844 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94226 members 
Mstep: Class 23 contains 16837 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92451 members 
Mstep: Class 26 contains 7718 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17196 members 
Mstep: Class 29 contains 23655 members 
Mstep: Class 30 contains 39154 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 419 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5523 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17957 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69898 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16756 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1438 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91387 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7987 members 
Mstep: Class 57 contains 228892 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8405 members 
Mstep: Class 60 contains 5987 members 
Mstep: Class 61 contains 9710 members 
Mstep: Class 62 contains 2005 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7693 members 
Mstep: Class 67 contains 7217 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6356 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3769 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3981 members 
Mstep: Class 76 contains 10645 members 
Mstep: Class 78 contains 5290 members 
Mstep: Class 79 contains 21076 members 
Mstep: Class 80 contains 33101 members 
Mstep: Class 81 contains 2290 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540448.000000 Penalty: 282998.750000
Iteration 188Q: 82 clusters Score -1.545404e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44634 members 
Mstep: Class 4 contains 22592 members 
Mstep: Class 5 contains 6307 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136538 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 11065 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16236 members 
Mstep: Class 13 contains 15875 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5401 members 
Mstep: Class 18 contains 14846 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94221 members 
Mstep: Class 23 contains 16837 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92450 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17194 members 
Mstep: Class 29 contains 23652 members 
Mstep: Class 30 contains 39164 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5535 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17954 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69896 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16753 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1439 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91385 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7987 members 
Mstep: Class 57 contains 228894 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8405 members 
Mstep: Class 60 contains 5986 members 
Mstep: Class 61 contains 9712 members 
Mstep: Class 62 contains 1995 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7694 members 
Mstep: Class 67 contains 7217 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6356 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3775 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3983 members 
Mstep: Class 76 contains 10644 members 
Mstep: Class 78 contains 5282 members 
Mstep: Class 79 contains 21080 members 
Mstep: Class 80 contains 33114 members 
Mstep: Class 81 contains 2295 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540528.000000 Penalty: 282998.750000
Iteration 189Q: 82 clusters Score -1.545405e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44638 members 
Mstep: Class 4 contains 22595 members 
Mstep: Class 5 contains 6305 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136539 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 10 contains 11065 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16235 members 
Mstep: Class 13 contains 15866 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5402 members 
Mstep: Class 18 contains 14849 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94215 members 
Mstep: Class 23 contains 16837 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17192 members 
Mstep: Class 29 contains 23643 members 
Mstep: Class 30 contains 39170 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5547 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17955 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69885 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16752 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1439 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91387 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7985 members 
Mstep: Class 57 contains 228894 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8405 members 
Mstep: Class 60 contains 5987 members 
Mstep: Class 61 contains 9714 members 
Mstep: Class 62 contains 1993 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7698 members 
Mstep: Class 67 contains 7215 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6356 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3779 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3986 members 
Mstep: Class 76 contains 10644 members 
Mstep: Class 78 contains 5273 members 
Mstep: Class 79 contains 21082 members 
Mstep: Class 80 contains 33125 members 
Mstep: Class 81 contains 2296 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540464.000000 Penalty: 282998.750000
Iteration 190Q: 82 clusters Score -1.545405e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44636 members 
Mstep: Class 4 contains 22594 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136538 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 10 contains 11065 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16234 members 
Mstep: Class 13 contains 15857 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5402 members 
Mstep: Class 18 contains 14852 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94212 members 
Mstep: Class 23 contains 16836 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92450 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17190 members 
Mstep: Class 29 contains 23643 members 
Mstep: Class 30 contains 39179 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5558 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17954 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69870 members 
Mstep: Class 41 contains 5926 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16751 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1440 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91383 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228893 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8405 members 
Mstep: Class 60 contains 5990 members 
Mstep: Class 61 contains 9721 members 
Mstep: Class 62 contains 1990 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 7215 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6356 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3779 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3987 members 
Mstep: Class 76 contains 10644 members 
Mstep: Class 78 contains 5268 members 
Mstep: Class 79 contains 21085 members 
Mstep: Class 80 contains 33135 members 
Mstep: Class 81 contains 2296 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540304.000000 Penalty: 282998.750000
Iteration 191Q: 82 clusters Score -1.545403e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44635 members 
Mstep: Class 4 contains 22596 members 
Mstep: Class 5 contains 6302 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32470 members 
Mstep: Class 8 contains 136538 members 
Mstep: Class 9 contains 600 members 
Mstep: Class 10 contains 11065 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16234 members 
Mstep: Class 13 contains 15847 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5401 members 
Mstep: Class 18 contains 14857 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94210 members 
Mstep: Class 23 contains 16835 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92450 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17189 members 
Mstep: Class 29 contains 23634 members 
Mstep: Class 30 contains 39185 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5566 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17955 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69861 members 
Mstep: Class 41 contains 5927 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16750 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1440 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91383 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228895 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8404 members 
Mstep: Class 60 contains 5994 members 
Mstep: Class 61 contains 9727 members 
Mstep: Class 62 contains 1985 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7699 members 
Mstep: Class 67 contains 7214 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6356 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3780 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3987 members 
Mstep: Class 76 contains 10642 members 
Mstep: Class 78 contains 5266 members 
Mstep: Class 79 contains 21092 members 
Mstep: Class 80 contains 33135 members 
Mstep: Class 81 contains 2298 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540528.000000 Penalty: 282998.750000
Iteration 192Q: 82 clusters Score -1.545405e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44635 members 
Mstep: Class 4 contains 22595 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32470 members 
Mstep: Class 8 contains 136537 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 11065 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16233 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5401 members 
Mstep: Class 18 contains 14859 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94209 members 
Mstep: Class 23 contains 16835 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17189 members 
Mstep: Class 29 contains 23631 members 
Mstep: Class 30 contains 39186 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5578 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17957 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69858 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16750 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1441 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91383 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228893 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8403 members 
Mstep: Class 60 contains 5995 members 
Mstep: Class 61 contains 9727 members 
Mstep: Class 62 contains 1984 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 7214 members 
Mstep: Class 68 contains 6411 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6356 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3779 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3987 members 
Mstep: Class 76 contains 10641 members 
Mstep: Class 78 contains 5264 members 
Mstep: Class 79 contains 21097 members 
Mstep: Class 80 contains 33132 members 
Mstep: Class 81 contains 2298 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540496.000000 Penalty: 282998.750000
Iteration 193Q: 82 clusters Score -1.545405e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44635 members 
Mstep: Class 4 contains 22597 members 
Mstep: Class 5 contains 6301 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136531 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16232 members 
Mstep: Class 13 contains 15839 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5400 members 
Mstep: Class 18 contains 14860 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94208 members 
Mstep: Class 23 contains 16835 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17189 members 
Mstep: Class 29 contains 23631 members 
Mstep: Class 30 contains 39189 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5590 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17956 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69851 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16750 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1441 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91383 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228891 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 5996 members 
Mstep: Class 61 contains 9728 members 
Mstep: Class 62 contains 1983 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 7214 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6356 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3781 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3987 members 
Mstep: Class 76 contains 10645 members 
Mstep: Class 78 contains 5257 members 
Mstep: Class 79 contains 21099 members 
Mstep: Class 80 contains 33136 members 
Mstep: Class 81 contains 2299 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540448.000000 Penalty: 282998.750000
Iteration 194Q: 82 clusters Score -1.545404e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44636 members 
Mstep: Class 4 contains 22599 members 
Mstep: Class 5 contains 6301 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136529 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 11067 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16231 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5398 members 
Mstep: Class 18 contains 14861 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94206 members 
Mstep: Class 23 contains 16833 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92450 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17189 members 
Mstep: Class 29 contains 23631 members 
Mstep: Class 30 contains 39192 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5601 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17956 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69842 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19401 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16750 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1442 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91380 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228891 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 6001 members 
Mstep: Class 61 contains 9730 members 
Mstep: Class 62 contains 1983 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 7214 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6355 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3783 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3988 members 
Mstep: Class 76 contains 10645 members 
Mstep: Class 78 contains 5252 members 
Mstep: Class 79 contains 21100 members 
Mstep: Class 80 contains 33134 members 
Mstep: Class 81 contains 2301 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540432.000000 Penalty: 282998.750000
Iteration 195Q: 82 clusters Score -1.545404e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44635 members 
Mstep: Class 4 contains 22600 members 
Mstep: Class 5 contains 6301 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136524 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 11067 members 
Mstep: Class 11 contains 8632 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5397 members 
Mstep: Class 18 contains 14861 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94207 members 
Mstep: Class 23 contains 16833 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17189 members 
Mstep: Class 29 contains 23629 members 
Mstep: Class 30 contains 39192 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5609 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17956 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69838 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16750 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1443 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91381 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228890 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 6005 members 
Mstep: Class 61 contains 9731 members 
Mstep: Class 62 contains 1980 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 7214 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3625 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6355 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3785 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3989 members 
Mstep: Class 76 contains 10648 members 
Mstep: Class 78 contains 5247 members 
Mstep: Class 79 contains 21101 members 
Mstep: Class 80 contains 33132 members 
Mstep: Class 81 contains 2304 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540272.000000 Penalty: 282998.750000
Iteration 196Q: 82 clusters Score -1.545403e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44635 members 
Mstep: Class 4 contains 22600 members 
Mstep: Class 5 contains 6300 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136521 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 10 contains 11067 members 
Mstep: Class 11 contains 8633 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5396 members 
Mstep: Class 18 contains 14861 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94202 members 
Mstep: Class 23 contains 16834 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7703 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17189 members 
Mstep: Class 29 contains 23627 members 
Mstep: Class 30 contains 39194 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5616 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17956 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69834 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16748 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1445 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91382 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228888 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 6006 members 
Mstep: Class 61 contains 9729 members 
Mstep: Class 62 contains 1976 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 7214 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6355 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3788 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3989 members 
Mstep: Class 76 contains 10649 members 
Mstep: Class 78 contains 5246 members 
Mstep: Class 79 contains 21100 members 
Mstep: Class 80 contains 33138 members 
Mstep: Class 81 contains 2306 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540208.000000 Penalty: 282998.750000
Iteration 197Q: 82 clusters Score -1.545402e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44634 members 
Mstep: Class 4 contains 22600 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136519 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8633 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15844 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5392 members 
Mstep: Class 18 contains 14863 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94200 members 
Mstep: Class 23 contains 16834 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17189 members 
Mstep: Class 29 contains 23626 members 
Mstep: Class 30 contains 39196 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5622 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17955 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69832 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 3134 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16748 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1446 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91382 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228887 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 6009 members 
Mstep: Class 61 contains 9729 members 
Mstep: Class 62 contains 1974 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 7214 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6355 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3790 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3989 members 
Mstep: Class 76 contains 10651 members 
Mstep: Class 78 contains 5240 members 
Mstep: Class 79 contains 21101 members 
Mstep: Class 80 contains 33142 members 
Mstep: Class 81 contains 2307 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154540352.000000 Penalty: 282998.750000
Iteration 198Q: 82 clusters Score -1.545404e+08 nChanged 86
Entering ConstructFrom: 
Score: -154540352.000000 Penalty: 282998.750000
Entering ConstructFrom: 
Trying to split cluster 1 (7963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Entering Unmasked Estep 
Score: -942620.062500 Penalty: 2227.675049
	Iteration 0F: 2 clusters Score -942620.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -936233.750000 Penalty: 4455.350098
	Iteration 0F: 3 clusters Score -936233.8 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -937979.812500 Penalty: 4455.350098
	Iteration 1F: 3 clusters Score -937979.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -938349.062500 Penalty: 4455.350098
	Iteration 2F: 3 clusters Score -938349.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -938623.562500 Penalty: 4455.350098
	Iteration 3F: 3 clusters Score -938623.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -938901.000000 Penalty: 4455.350098
	Iteration 4Q: 3 clusters Score -938901 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -939153.750000 Penalty: 4455.350098
	Iteration 5Q: 3 clusters Score -939153.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -939395.312500 Penalty: 4455.350098
	Iteration 6Q: 3 clusters Score -939395.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -939616.750000 Penalty: 4455.350098
	Iteration 7Q: 3 clusters Score -939616.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -939814.500000 Penalty: 4455.350098
	Iteration 8Q: 3 clusters Score -939814.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -939984.062500 Penalty: 4455.350098
	Iteration 9Q: 3 clusters Score -939984.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -940125.687500 Penalty: 4455.350098
	Iteration 10Q: 3 clusters Score -940125.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -940226.812500 Penalty: 4455.350098
	Iteration 11Q: 3 clusters Score -940226.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -940307.562500 Penalty: 4455.350098
	Iteration 12Q: 3 clusters Score -940307.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -940373.250000 Penalty: 4455.350098
	Iteration 13Q: 3 clusters Score -940373.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -940420.687500 Penalty: 4455.350098
	Iteration 14Q: 3 clusters Score -940420.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -940444.375000 Penalty: 4455.350098
	Iteration 15Q: 3 clusters Score -940444.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -940468.875000 Penalty: 4455.350098
	Iteration 16Q: 3 clusters Score -940468.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -940486.750000 Penalty: 4455.350098
	Iteration 17Q: 3 clusters Score -940486.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -940497.187500 Penalty: 4455.350098
	Iteration 18Q: 3 clusters Score -940497.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -940512.937500 Penalty: 4455.350098
	Iteration 19Q: 3 clusters Score -940512.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -940529.062500 Penalty: 4455.350098
	Iteration 20F: 3 clusters Score -940529.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -940543.937500 Penalty: 4455.350098
	Iteration 21Q: 3 clusters Score -940543.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -940558.687500 Penalty: 4455.350098
	Iteration 22Q: 3 clusters Score -940558.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -940576.562500 Penalty: 4455.350098
	Iteration 23Q: 3 clusters Score -940576.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -940584.312500 Penalty: 4455.350098
	Iteration 24Q: 3 clusters Score -940584.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -940593.062500 Penalty: 4455.350098
	Iteration 25Q: 3 clusters Score -940593.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -940604.312500 Penalty: 4455.350098
	Iteration 26Q: 3 clusters Score -940604.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -940613.000000 Penalty: 4455.350098
	Iteration 27Q: 3 clusters Score -940613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -940626.250000 Penalty: 4455.350098
	Iteration 28Q: 3 clusters Score -940626.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -940635.312500 Penalty: 4455.350098
	Iteration 29Q: 3 clusters Score -940635.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -940645.062500 Penalty: 4455.350098
	Iteration 30Q: 3 clusters Score -940645.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -940652.687500 Penalty: 4455.350098
	Iteration 31Q: 3 clusters Score -940652.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -940653.875000 Penalty: 4455.350098
	Iteration 32Q: 3 clusters Score -940653.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -940657.187500 Penalty: 4455.350098
	Iteration 33Q: 3 clusters Score -940657.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -940657.875000 Penalty: 4455.350098
	Iteration 34Q: 3 clusters Score -940657.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -940662.062500 Penalty: 4455.350098
	Iteration 35Q: 3 clusters Score -940662.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -940663.875000 Penalty: 4455.350098
	Iteration 36Q: 3 clusters Score -940663.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -940663.062500 Penalty: 4455.350098
	Iteration 37Q: 3 clusters Score -940663.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -940668.312500 Penalty: 4455.350098
	Iteration 38Q: 3 clusters Score -940668.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -940673.125000 Penalty: 4455.350098
	Iteration 39Q: 3 clusters Score -940673.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -940673.562500 Penalty: 4455.350098
	Iteration 40F: 3 clusters Score -940673.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -940677.437500 Penalty: 4455.350098
	Iteration 41Q: 3 clusters Score -940677.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -940680.187500 Penalty: 4455.350098
	Iteration 42Q: 3 clusters Score -940680.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -940684.750000 Penalty: 4455.350098
	Iteration 43Q: 3 clusters Score -940684.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -940684.625000 Penalty: 4455.350098
	Iteration 44Q: 3 clusters Score -940684.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -940689.125000 Penalty: 4455.350098
	Iteration 45Q: 3 clusters Score -940689.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -940690.875000 Penalty: 4455.350098
	Iteration 46Q: 3 clusters Score -940690.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -940694.437500 Penalty: 4455.350098
	Iteration 47Q: 3 clusters Score -940694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -940696.687500 Penalty: 4455.350098
	Iteration 48Q: 3 clusters Score -940696.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -940700.875000 Penalty: 4455.350098
	Iteration 49Q: 3 clusters Score -940700.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -940706.062500 Penalty: 4455.350098
	Iteration 50Q: 3 clusters Score -940706.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -940708.312500 Penalty: 4455.350098
	Iteration 51Q: 3 clusters Score -940708.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -940711.187500 Penalty: 4455.350098
	Iteration 52Q: 3 clusters Score -940711.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -940713.062500 Penalty: 4455.350098
	Iteration 53Q: 3 clusters Score -940713.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -940714.875000 Penalty: 4455.350098
	Iteration 54Q: 3 clusters Score -940714.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -940716.125000 Penalty: 4455.350098
	Iteration 55Q: 3 clusters Score -940716.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -940718.625000 Penalty: 4455.350098
	Iteration 56Q: 3 clusters Score -940718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -940718.562500 Penalty: 4455.350098
	Iteration 57Q: 3 clusters Score -940718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -940719.750000 Penalty: 4455.350098
	Iteration 58Q: 3 clusters Score -940719.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -940721.812500 Penalty: 4455.350098
	Iteration 59Q: 3 clusters Score -940721.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -940725.500000 Penalty: 4455.350098
	Iteration 60F: 3 clusters Score -940725.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -940726.562500 Penalty: 4455.350098
	Iteration 61Q: 3 clusters Score -940726.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -940728.062500 Penalty: 4455.350098
	Iteration 62Q: 3 clusters Score -940728.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -940734.125000 Penalty: 4455.350098
	Iteration 63Q: 3 clusters Score -940734.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -940738.812500 Penalty: 4455.350098
	Iteration 64Q: 3 clusters Score -940738.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -940743.187500 Penalty: 4455.350098
	Iteration 65Q: 3 clusters Score -940743.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -940745.000000 Penalty: 4455.350098
	Iteration 66Q: 3 clusters Score -940745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -940749.312500 Penalty: 4455.350098
	Iteration 67Q: 3 clusters Score -940749.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -940750.375000 Penalty: 4455.350098
	Iteration 68Q: 3 clusters Score -940750.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -940753.250000 Penalty: 4455.350098
	Iteration 69Q: 3 clusters Score -940753.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -940757.687500 Penalty: 4455.350098
	Iteration 70Q: 3 clusters Score -940757.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -940760.312500 Penalty: 4455.350098
	Iteration 71Q: 3 clusters Score -940760.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -940762.937500 Penalty: 4455.350098
	Iteration 72Q: 3 clusters Score -940762.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -940764.937500 Penalty: 4455.350098
	Iteration 73Q: 3 clusters Score -940764.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -940765.625000 Penalty: 4455.350098
	Iteration 74Q: 3 clusters Score -940765.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -940769.937500 Penalty: 4455.350098
	Iteration 75Q: 3 clusters Score -940769.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -940776.562500 Penalty: 4455.350098
	Iteration 76Q: 3 clusters Score -940776.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -940779.000000 Penalty: 4455.350098
	Iteration 77Q: 3 clusters Score -940779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -940780.625000 Penalty: 4455.350098
	Iteration 78Q: 3 clusters Score -940780.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -940782.750000 Penalty: 4455.350098
	Iteration 79Q: 3 clusters Score -940782.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -940786.125000 Penalty: 4455.350098
	Iteration 80F: 3 clusters Score -940786.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -940785.562500 Penalty: 4455.350098
	Iteration 81Q: 3 clusters Score -940785.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -940787.437500 Penalty: 4455.350098
	Iteration 82Q: 3 clusters Score -940787.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -940787.625000 Penalty: 4455.350098
	Iteration 83Q: 3 clusters Score -940787.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -940788.687500 Penalty: 4455.350098
	Iteration 84Q: 3 clusters Score -940788.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -940792.250000 Penalty: 4455.350098
	Iteration 85Q: 3 clusters Score -940792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -940792.250000 Penalty: 4455.350098
	Iteration 86Q: 3 clusters Score -940792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -940792.687500 Penalty: 4455.350098
	Iteration 87Q: 3 clusters Score -940792.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -940792.812500 Penalty: 4455.350098
	Iteration 88Q: 3 clusters Score -940792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -940791.937500 Penalty: 4455.350098
	Iteration 89Q: 3 clusters Score -940791.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -940793.250000 Penalty: 4455.350098
	Iteration 90Q: 3 clusters Score -940793.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -940795.375000 Penalty: 4455.350098
	Iteration 91Q: 3 clusters Score -940795.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -940795.000000 Penalty: 4455.350098
	Iteration 92Q: 3 clusters Score -940795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -940797.375000 Penalty: 4455.350098
	Iteration 93Q: 3 clusters Score -940797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -940798.125000 Penalty: 4455.350098
	Iteration 94Q: 3 clusters Score -940798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -940797.625000 Penalty: 4455.350098
	Iteration 95Q: 3 clusters Score -940797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -940798.937500 Penalty: 4455.350098
	Iteration 96Q: 3 clusters Score -940798.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -940797.812500 Penalty: 4455.350098
	Iteration 97Q: 3 clusters Score -940797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -940799.562500 Penalty: 4455.350098
	Iteration 98Q: 3 clusters Score -940799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -940797.812500 Penalty: 4455.350098
	Iteration 99Q: 3 clusters Score -940797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -940801.187500 Penalty: 4455.350098
	Iteration 100F: 3 clusters Score -940801.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -940802.312500 Penalty: 4455.350098
	Iteration 101Q: 3 clusters Score -940802.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -940804.000000 Penalty: 4455.350098
	Iteration 102Q: 3 clusters Score -940804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -940804.000000 Penalty: 4455.350098
	Iteration 103F: 3 clusters Score -940804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -214347.734375 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -214347.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -211839.656250 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -211839.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -212260.359375 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -212260.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -212386.843750 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -212386.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -212456.453125 Penalty: 3721.084473
	Iteration 3Q: 3 clusters Score -212456.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -212513.750000 Penalty: 3721.084473
	Iteration 4Q: 3 clusters Score -212513.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -212550.906250 Penalty: 3721.084473
	Iteration 5Q: 3 clusters Score -212550.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -212577.343750 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -212577.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -212603.859375 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -212603.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -212627.390625 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -212627.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -212640.703125 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -212640.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -212660.093750 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -212660.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -212678.765625 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -212678.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -212697.562500 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -212697.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -212715.093750 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -212715.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -212731.687500 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -212731.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -212754.500000 Penalty: 3721.084473
	Iteration 15Q: 3 clusters Score -212754.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -212777.390625 Penalty: 3721.084473
	Iteration 16Q: 3 clusters Score -212777.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -212794.312500 Penalty: 3721.084473
	Iteration 17Q: 3 clusters Score -212794.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -212803.140625 Penalty: 3721.084473
	Iteration 18Q: 3 clusters Score -212803.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -212822.359375 Penalty: 3721.084473
	Iteration 19Q: 3 clusters Score -212822.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -212833.296875 Penalty: 3721.084473
	Iteration 20F: 3 clusters Score -212833.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -212840.640625 Penalty: 3721.084473
	Iteration 21Q: 3 clusters Score -212840.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -212847.296875 Penalty: 3721.084473
	Iteration 22Q: 3 clusters Score -212847.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -212856.140625 Penalty: 3721.084473
	Iteration 23Q: 3 clusters Score -212856.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -212864.531250 Penalty: 3721.084473
	Iteration 24Q: 3 clusters Score -212864.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -212869.343750 Penalty: 3721.084473
	Iteration 25Q: 3 clusters Score -212869.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -212875.453125 Penalty: 3721.084473
	Iteration 26Q: 3 clusters Score -212875.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -212880.625000 Penalty: 3721.084473
	Iteration 27Q: 3 clusters Score -212880.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -212885.078125 Penalty: 3721.084473
	Iteration 28Q: 3 clusters Score -212885.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -212890.078125 Penalty: 3721.084473
	Iteration 29Q: 3 clusters Score -212890.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -212895.109375 Penalty: 3721.084473
	Iteration 30Q: 3 clusters Score -212895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -212897.437500 Penalty: 3721.084473
	Iteration 31Q: 3 clusters Score -212897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -212903.187500 Penalty: 3721.084473
	Iteration 32Q: 3 clusters Score -212903.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -212910.031250 Penalty: 3721.084473
	Iteration 33Q: 3 clusters Score -212910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -212913.093750 Penalty: 3721.084473
	Iteration 34Q: 3 clusters Score -212913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -212914.296875 Penalty: 3721.084473
	Iteration 35Q: 3 clusters Score -212914.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -212916.031250 Penalty: 3721.084473
	Iteration 36Q: 3 clusters Score -212916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -212917.453125 Penalty: 3721.084473
	Iteration 37Q: 3 clusters Score -212917.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -212917.937500 Penalty: 3721.084473
	Iteration 38Q: 3 clusters Score -212917.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -212917.937500 Penalty: 3721.084473
	Iteration 39F: 3 clusters Score -212917.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Entering Unmasked Estep 
Score: -5385249.500000 Penalty: 2655.144775
	Iteration 0F: 2 clusters Score -5385250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -5355134.000000 Penalty: 5310.289551
	Iteration 0F: 3 clusters Score -5355134 nChanged 20442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -5366878.500000 Penalty: 5310.289551
	Iteration 1F: 3 clusters Score -5366878 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -5367741.000000 Penalty: 5310.289551
	Iteration 2Q: 3 clusters Score -5367741 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -5368757.500000 Penalty: 5310.289551
	Iteration 3Q: 3 clusters Score -5368758 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -5370074.500000 Penalty: 5310.289551
	Iteration 4F: 3 clusters Score -5370074 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -5371629.000000 Penalty: 5310.289551
	Iteration 5F: 3 clusters Score -5371629 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -5373264.500000 Penalty: 5310.289551
	Iteration 6F: 3 clusters Score -5373264 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -5374943.000000 Penalty: 5310.289551
	Iteration 7F: 3 clusters Score -5374943 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -5376528.000000 Penalty: 5310.289551
	Iteration 8F: 3 clusters Score -5376528 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -5377694.500000 Penalty: 5310.289551
	Iteration 9Q: 3 clusters Score -5377694 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -5378527.500000 Penalty: 5310.289551
	Iteration 10Q: 3 clusters Score -5378528 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -5379093.500000 Penalty: 5310.289551
	Iteration 11Q: 3 clusters Score -5379094 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -5379425.500000 Penalty: 5310.289551
	Iteration 12Q: 3 clusters Score -5379426 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -5379628.500000 Penalty: 5310.289551
	Iteration 13Q: 3 clusters Score -5379628 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -5379801.500000 Penalty: 5310.289551
	Iteration 14Q: 3 clusters Score -5379802 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -5379922.500000 Penalty: 5310.289551
	Iteration 15Q: 3 clusters Score -5379922 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -5380016.000000 Penalty: 5310.289551
	Iteration 16Q: 3 clusters Score -5380016 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -5380097.500000 Penalty: 5310.289551
	Iteration 17Q: 3 clusters Score -5380098 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -5380163.000000 Penalty: 5310.289551
	Iteration 18Q: 3 clusters Score -5380163 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -5380265.000000 Penalty: 5310.289551
	Iteration 19Q: 3 clusters Score -5380265 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -5380347.000000 Penalty: 5310.289551
	Iteration 20F: 3 clusters Score -5380347 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -5380432.500000 Penalty: 5310.289551
	Iteration 21Q: 3 clusters Score -5380432 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -5380483.000000 Penalty: 5310.289551
	Iteration 22Q: 3 clusters Score -5380483 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -5380568.500000 Penalty: 5310.289551
	Iteration 23Q: 3 clusters Score -5380568 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -5380622.000000 Penalty: 5310.289551
	Iteration 24Q: 3 clusters Score -5380622 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -5380681.000000 Penalty: 5310.289551
	Iteration 25Q: 3 clusters Score -5380681 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -5380766.000000 Penalty: 5310.289551
	Iteration 26Q: 3 clusters Score -5380766 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -5380887.000000 Penalty: 5310.289551
	Iteration 27Q: 3 clusters Score -5380887 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -5380985.500000 Penalty: 5310.289551
	Iteration 28Q: 3 clusters Score -5380986 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -5381089.500000 Penalty: 5310.289551
	Iteration 29Q: 3 clusters Score -5381090 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -5381197.000000 Penalty: 5310.289551
	Iteration 30Q: 3 clusters Score -5381197 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -5381316.500000 Penalty: 5310.289551
	Iteration 31Q: 3 clusters Score -5381316 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -5381391.000000 Penalty: 5310.289551
	Iteration 32Q: 3 clusters Score -5381391 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -5381491.000000 Penalty: 5310.289551
	Iteration 33Q: 3 clusters Score -5381491 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -5381625.000000 Penalty: 5310.289551
	Iteration 34Q: 3 clusters Score -5381625 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -5381738.000000 Penalty: 5310.289551
	Iteration 35Q: 3 clusters Score -5381738 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -5381812.000000 Penalty: 5310.289551
	Iteration 36Q: 3 clusters Score -5381812 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -5381867.000000 Penalty: 5310.289551
	Iteration 37Q: 3 clusters Score -5381867 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -5381934.500000 Penalty: 5310.289551
	Iteration 38Q: 3 clusters Score -5381934 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -5382023.000000 Penalty: 5310.289551
	Iteration 39Q: 3 clusters Score -5382023 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -5382112.000000 Penalty: 5310.289551
	Iteration 40F: 3 clusters Score -5382112 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -5382200.000000 Penalty: 5310.289551
	Iteration 41Q: 3 clusters Score -5382200 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -5382294.000000 Penalty: 5310.289551
	Iteration 42Q: 3 clusters Score -5382294 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -5382397.500000 Penalty: 5310.289551
	Iteration 43Q: 3 clusters Score -5382398 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -5382517.000000 Penalty: 5310.289551
	Iteration 44Q: 3 clusters Score -5382517 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -5382625.500000 Penalty: 5310.289551
	Iteration 45Q: 3 clusters Score -5382626 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -5382763.000000 Penalty: 5310.289551
	Iteration 46Q: 3 clusters Score -5382763 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -5382903.000000 Penalty: 5310.289551
	Iteration 47Q: 3 clusters Score -5382903 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -5383060.500000 Penalty: 5310.289551
	Iteration 48Q: 3 clusters Score -5383060 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -5383203.500000 Penalty: 5310.289551
	Iteration 49Q: 3 clusters Score -5383204 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -5383322.000000 Penalty: 5310.289551
	Iteration 50Q: 3 clusters Score -5383322 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -5383438.000000 Penalty: 5310.289551
	Iteration 51Q: 3 clusters Score -5383438 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -5383541.500000 Penalty: 5310.289551
	Iteration 52Q: 3 clusters Score -5383542 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -5383633.000000 Penalty: 5310.289551
	Iteration 53Q: 3 clusters Score -5383633 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5383680.500000 Penalty: 5310.289551
	Iteration 54Q: 3 clusters Score -5383680 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -5383755.500000 Penalty: 5310.289551
	Iteration 55Q: 3 clusters Score -5383756 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -5383765.500000 Penalty: 5310.289551
	Iteration 56Q: 3 clusters Score -5383766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -5383789.500000 Penalty: 5310.289551
	Iteration 57Q: 3 clusters Score -5383790 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -5383811.000000 Penalty: 5310.289551
	Iteration 58Q: 3 clusters Score -5383811 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -5383835.500000 Penalty: 5310.289551
	Iteration 59Q: 3 clusters Score -5383836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -5383861.500000 Penalty: 5310.289551
	Iteration 60F: 3 clusters Score -5383862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -5383871.000000 Penalty: 5310.289551
	Iteration 61Q: 3 clusters Score -5383871 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -5383904.000000 Penalty: 5310.289551
	Iteration 62Q: 3 clusters Score -5383904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -5383906.000000 Penalty: 5310.289551
	Iteration 63Q: 3 clusters Score -5383906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -5383922.000000 Penalty: 5310.289551
	Iteration 64Q: 3 clusters Score -5383922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -5383940.000000 Penalty: 5310.289551
	Iteration 65Q: 3 clusters Score -5383940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -5383955.000000 Penalty: 5310.289551
	Iteration 66Q: 3 clusters Score -5383955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -5383956.000000 Penalty: 5310.289551
	Iteration 67Q: 3 clusters Score -5383956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -5383957.500000 Penalty: 5310.289551
	Iteration 68Q: 3 clusters Score -5383958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -5383972.000000 Penalty: 5310.289551
	Iteration 69Q: 3 clusters Score -5383972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -5383969.500000 Penalty: 5310.289551
	Iteration 70Q: 3 clusters Score -5383970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -5383972.000000 Penalty: 5310.289551
	Iteration 71Q: 3 clusters Score -5383972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -5383967.500000 Penalty: 5310.289551
	Iteration 72Q: 3 clusters Score -5383968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -5383968.500000 Penalty: 5310.289551
	Iteration 73Q: 3 clusters Score -5383968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -5383959.500000 Penalty: 5310.289551
	Iteration 74Q: 3 clusters Score -5383960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -5383958.000000 Penalty: 5310.289551
	Iteration 75Q: 3 clusters Score -5383958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -5383968.500000 Penalty: 5310.289551
	Iteration 76Q: 3 clusters Score -5383968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -5383967.500000 Penalty: 5310.289551
	Iteration 77Q: 3 clusters Score -5383968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -5383965.000000 Penalty: 5310.289551
	Iteration 78Q: 3 clusters Score -5383965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -5383968.000000 Penalty: 5310.289551
	Iteration 79Q: 3 clusters Score -5383968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -5383968.000000 Penalty: 5310.289551
	Iteration 80F: 3 clusters Score -5383968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -5383974.500000 Penalty: 5310.289551
	Iteration 81Q: 3 clusters Score -5383974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -5383970.000000 Penalty: 5310.289551
	Iteration 82Q: 3 clusters Score -5383970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5383970.500000 Penalty: 5310.289551
	Iteration 83Q: 3 clusters Score -5383970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -5383975.500000 Penalty: 5310.289551
	Iteration 84Q: 3 clusters Score -5383976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -5383971.500000 Penalty: 5310.289551
	Iteration 85Q: 3 clusters Score -5383972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -5383970.500000 Penalty: 5310.289551
	Iteration 86Q: 3 clusters Score -5383970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -5383967.000000 Penalty: 5310.289551
	Iteration 87Q: 3 clusters Score -5383967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -5383972.000000 Penalty: 5310.289551
	Iteration 88Q: 3 clusters Score -5383972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -5383979.000000 Penalty: 5310.289551
	Iteration 89Q: 3 clusters Score -5383979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -5383981.000000 Penalty: 5310.289551
	Iteration 90Q: 3 clusters Score -5383981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5383985.500000 Penalty: 5310.289551
	Iteration 91Q: 3 clusters Score -5383986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -5383984.000000 Penalty: 5310.289551
	Iteration 92Q: 3 clusters Score -5383984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5383982.000000 Penalty: 5310.289551
	Iteration 93Q: 3 clusters Score -5383982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -5383985.000000 Penalty: 5310.289551
	Iteration 94Q: 3 clusters Score -5383985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -5383985.000000 Penalty: 5310.289551
	Iteration 95F: 3 clusters Score -5383985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Entering Unmasked Estep 
Score: -2714170.250000 Penalty: 2486.375000
	Iteration 0F: 2 clusters Score -2714170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2698245.750000 Penalty: 4972.750000
	Iteration 0F: 3 clusters Score -2698246 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2703699.500000 Penalty: 4972.750000
	Iteration 1F: 3 clusters Score -2703700 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2704108.000000 Penalty: 4972.750000
	Iteration 2F: 3 clusters Score -2704108 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2704496.750000 Penalty: 4972.750000
	Iteration 3Q: 3 clusters Score -2704497 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2704819.250000 Penalty: 4972.750000
	Iteration 4Q: 3 clusters Score -2704819 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2705146.000000 Penalty: 4972.750000
	Iteration 5Q: 3 clusters Score -2705146 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2705506.500000 Penalty: 4972.750000
	Iteration 6Q: 3 clusters Score -2705506 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2705971.500000 Penalty: 4972.750000
	Iteration 7Q: 3 clusters Score -2705972 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2706574.000000 Penalty: 4972.750000
	Iteration 8Q: 3 clusters Score -2706574 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2707447.000000 Penalty: 4972.750000
	Iteration 9F: 3 clusters Score -2707447 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2708550.750000 Penalty: 4972.750000
	Iteration 10F: 3 clusters Score -2708551 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2709838.750000 Penalty: 4972.750000
	Iteration 11F: 3 clusters Score -2709839 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2711093.500000 Penalty: 4972.750000
	Iteration 12F: 3 clusters Score -2711094 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2711956.750000 Penalty: 4972.750000
	Iteration 13Q: 3 clusters Score -2711957 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2712372.750000 Penalty: 4972.750000
	Iteration 14Q: 3 clusters Score -2712373 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2712581.500000 Penalty: 4972.750000
	Iteration 15Q: 3 clusters Score -2712582 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2712691.500000 Penalty: 4972.750000
	Iteration 16Q: 3 clusters Score -2712692 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2712748.500000 Penalty: 4972.750000
	Iteration 17Q: 3 clusters Score -2712748 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2712783.000000 Penalty: 4972.750000
	Iteration 18Q: 3 clusters Score -2712783 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2712815.500000 Penalty: 4972.750000
	Iteration 19Q: 3 clusters Score -2712816 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2712829.750000 Penalty: 4972.750000
	Iteration 20F: 3 clusters Score -2712830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2712845.750000 Penalty: 4972.750000
	Iteration 21Q: 3 clusters Score -2712846 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2712861.250000 Penalty: 4972.750000
	Iteration 22Q: 3 clusters Score -2712861 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2712873.750000 Penalty: 4972.750000
	Iteration 23Q: 3 clusters Score -2712874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2712874.750000 Penalty: 4972.750000
	Iteration 24Q: 3 clusters Score -2712875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2712876.250000 Penalty: 4972.750000
	Iteration 25Q: 3 clusters Score -2712876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2712874.750000 Penalty: 4972.750000
	Iteration 26Q: 3 clusters Score -2712875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2712876.250000 Penalty: 4972.750000
	Iteration 27Q: 3 clusters Score -2712876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2712871.000000 Penalty: 4972.750000
	Iteration 28Q: 3 clusters Score -2712871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2712877.250000 Penalty: 4972.750000
	Iteration 29Q: 3 clusters Score -2712877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2712868.250000 Penalty: 4972.750000
	Iteration 30Q: 3 clusters Score -2712868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2712871.000000 Penalty: 4972.750000
	Iteration 31Q: 3 clusters Score -2712871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2712870.250000 Penalty: 4972.750000
	Iteration 32Q: 3 clusters Score -2712870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2712872.000000 Penalty: 4972.750000
	Iteration 33Q: 3 clusters Score -2712872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2712868.750000 Penalty: 4972.750000
	Iteration 34Q: 3 clusters Score -2712869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2712870.500000 Penalty: 4972.750000
	Iteration 35Q: 3 clusters Score -2712870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2712868.500000 Penalty: 4972.750000
	Iteration 36Q: 3 clusters Score -2712868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2712872.250000 Penalty: 4972.750000
	Iteration 37Q: 3 clusters Score -2712872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2712872.500000 Penalty: 4972.750000
	Iteration 38Q: 3 clusters Score -2712872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2712872.500000 Penalty: 4972.750000
	Iteration 39F: 3 clusters Score -2712872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Entering Unmasked Estep 
Score: -726921.125000 Penalty: 2169.461426
	Iteration 0F: 2 clusters Score -726921.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -721553.250000 Penalty: 4338.922852
	Iteration 0F: 3 clusters Score -721553.2 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -722986.187500 Penalty: 4338.922852
	Iteration 1F: 3 clusters Score -722986.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -723273.687500 Penalty: 4338.922852
	Iteration 2F: 3 clusters Score -723273.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -723501.312500 Penalty: 4338.922852
	Iteration 3F: 3 clusters Score -723501.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -723717.812500 Penalty: 4338.922852
	Iteration 4Q: 3 clusters Score -723717.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -723967.312500 Penalty: 4338.922852
	Iteration 5Q: 3 clusters Score -723967.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -724256.500000 Penalty: 4338.922852
	Iteration 6F: 3 clusters Score -724256.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -724515.937500 Penalty: 4338.922852
	Iteration 7Q: 3 clusters Score -724515.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -724715.625000 Penalty: 4338.922852
	Iteration 8Q: 3 clusters Score -724715.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -724847.187500 Penalty: 4338.922852
	Iteration 9Q: 3 clusters Score -724847.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -724948.062500 Penalty: 4338.922852
	Iteration 10Q: 3 clusters Score -724948.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -725026.250000 Penalty: 4338.922852
	Iteration 11Q: 3 clusters Score -725026.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -725090.312500 Penalty: 4338.922852
	Iteration 12Q: 3 clusters Score -725090.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -725144.062500 Penalty: 4338.922852
	Iteration 13Q: 3 clusters Score -725144.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -725191.437500 Penalty: 4338.922852
	Iteration 14Q: 3 clusters Score -725191.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -725239.000000 Penalty: 4338.922852
	Iteration 15Q: 3 clusters Score -725239 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -725292.750000 Penalty: 4338.922852
	Iteration 16Q: 3 clusters Score -725292.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -725343.062500 Penalty: 4338.922852
	Iteration 17Q: 3 clusters Score -725343.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -725379.687500 Penalty: 4338.922852
	Iteration 18Q: 3 clusters Score -725379.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -725410.500000 Penalty: 4338.922852
	Iteration 19Q: 3 clusters Score -725410.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -725448.937500 Penalty: 4338.922852
	Iteration 20F: 3 clusters Score -725448.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -725496.437500 Penalty: 4338.922852
	Iteration 21Q: 3 clusters Score -725496.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -725542.125000 Penalty: 4338.922852
	Iteration 22Q: 3 clusters Score -725542.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -725580.000000 Penalty: 4338.922852
	Iteration 23Q: 3 clusters Score -725580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -725629.250000 Penalty: 4338.922852
	Iteration 24Q: 3 clusters Score -725629.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -725669.625000 Penalty: 4338.922852
	Iteration 25Q: 3 clusters Score -725669.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -725700.125000 Penalty: 4338.922852
	Iteration 26Q: 3 clusters Score -725700.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -725731.062500 Penalty: 4338.922852
	Iteration 27Q: 3 clusters Score -725731.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -725767.500000 Penalty: 4338.922852
	Iteration 28Q: 3 clusters Score -725767.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -725798.875000 Penalty: 4338.922852
	Iteration 29Q: 3 clusters Score -725798.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -725825.187500 Penalty: 4338.922852
	Iteration 30Q: 3 clusters Score -725825.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -725843.375000 Penalty: 4338.922852
	Iteration 31Q: 3 clusters Score -725843.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -725861.562500 Penalty: 4338.922852
	Iteration 32Q: 3 clusters Score -725861.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -725875.250000 Penalty: 4338.922852
	Iteration 33Q: 3 clusters Score -725875.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -725885.687500 Penalty: 4338.922852
	Iteration 34Q: 3 clusters Score -725885.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -725895.687500 Penalty: 4338.922852
	Iteration 35Q: 3 clusters Score -725895.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -725901.812500 Penalty: 4338.922852
	Iteration 36Q: 3 clusters Score -725901.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -725912.000000 Penalty: 4338.922852
	Iteration 37Q: 3 clusters Score -725912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -725912.937500 Penalty: 4338.922852
	Iteration 38Q: 3 clusters Score -725912.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -725918.937500 Penalty: 4338.922852
	Iteration 39Q: 3 clusters Score -725918.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -725926.187500 Penalty: 4338.922852
	Iteration 40F: 3 clusters Score -725926.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -725930.750000 Penalty: 4338.922852
	Iteration 41Q: 3 clusters Score -725930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -725933.812500 Penalty: 4338.922852
	Iteration 42Q: 3 clusters Score -725933.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -725937.250000 Penalty: 4338.922852
	Iteration 43Q: 3 clusters Score -725937.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -725940.062500 Penalty: 4338.922852
	Iteration 44Q: 3 clusters Score -725940.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -725942.125000 Penalty: 4338.922852
	Iteration 45Q: 3 clusters Score -725942.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -725946.562500 Penalty: 4338.922852
	Iteration 46Q: 3 clusters Score -725946.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -725949.937500 Penalty: 4338.922852
	Iteration 47Q: 3 clusters Score -725949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -725950.375000 Penalty: 4338.922852
	Iteration 48Q: 3 clusters Score -725950.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -725952.062500 Penalty: 4338.922852
	Iteration 49Q: 3 clusters Score -725952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -725954.250000 Penalty: 4338.922852
	Iteration 50Q: 3 clusters Score -725954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -725954.937500 Penalty: 4338.922852
	Iteration 51Q: 3 clusters Score -725954.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -725956.250000 Penalty: 4338.922852
	Iteration 52Q: 3 clusters Score -725956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -725956.000000 Penalty: 4338.922852
	Iteration 53Q: 3 clusters Score -725956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -725959.562500 Penalty: 4338.922852
	Iteration 54Q: 3 clusters Score -725959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -725960.125000 Penalty: 4338.922852
	Iteration 55Q: 3 clusters Score -725960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -725960.687500 Penalty: 4338.922852
	Iteration 56Q: 3 clusters Score -725960.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -725961.937500 Penalty: 4338.922852
	Iteration 57Q: 3 clusters Score -725961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -725963.500000 Penalty: 4338.922852
	Iteration 58Q: 3 clusters Score -725963.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -725963.562500 Penalty: 4338.922852
	Iteration 59Q: 3 clusters Score -725963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -725966.125000 Penalty: 4338.922852
	Iteration 60F: 3 clusters Score -725966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -725964.625000 Penalty: 4338.922852
	Iteration 61Q: 3 clusters Score -725964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -725965.187500 Penalty: 4338.922852
	Iteration 62Q: 3 clusters Score -725965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -725964.375000 Penalty: 4338.922852
	Iteration 63Q: 3 clusters Score -725964.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -725964.375000 Penalty: 4338.922852
	Iteration 64F: 3 clusters Score -725964.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -263045.125000 Penalty: 1949.517090
	Iteration 0F: 2 clusters Score -263045.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -260063.203125 Penalty: 3899.034180
	Iteration 0F: 3 clusters Score -260063.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -260701.578125 Penalty: 3899.034180
	Iteration 1F: 3 clusters Score -260701.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -260914.718750 Penalty: 3899.034180
	Iteration 2F: 3 clusters Score -260914.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -261048.343750 Penalty: 3899.034180
	Iteration 3F: 3 clusters Score -261048.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -261148.250000 Penalty: 3899.034180
	Iteration 4Q: 3 clusters Score -261148.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -261224.593750 Penalty: 3899.034180
	Iteration 5Q: 3 clusters Score -261224.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -261301.125000 Penalty: 3899.034180
	Iteration 6Q: 3 clusters Score -261301.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -261362.812500 Penalty: 3899.034180
	Iteration 7Q: 3 clusters Score -261362.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -261419.609375 Penalty: 3899.034180
	Iteration 8Q: 3 clusters Score -261419.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -261465.421875 Penalty: 3899.034180
	Iteration 9Q: 3 clusters Score -261465.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -261503.718750 Penalty: 3899.034180
	Iteration 10Q: 3 clusters Score -261503.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -261529.281250 Penalty: 3899.034180
	Iteration 11Q: 3 clusters Score -261529.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -261547.171875 Penalty: 3899.034180
	Iteration 12Q: 3 clusters Score -261547.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -261559.828125 Penalty: 3899.034180
	Iteration 13Q: 3 clusters Score -261559.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -261569.546875 Penalty: 3899.034180
	Iteration 14Q: 3 clusters Score -261569.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -261582.203125 Penalty: 3899.034180
	Iteration 15Q: 3 clusters Score -261582.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -261594.203125 Penalty: 3899.034180
	Iteration 16Q: 3 clusters Score -261594.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -261606.578125 Penalty: 3899.034180
	Iteration 17Q: 3 clusters Score -261606.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -261616.375000 Penalty: 3899.034180
	Iteration 18Q: 3 clusters Score -261616.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -261626.718750 Penalty: 3899.034180
	Iteration 19Q: 3 clusters Score -261626.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -261636.500000 Penalty: 3899.034180
	Iteration 20F: 3 clusters Score -261636.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -261643.203125 Penalty: 3899.034180
	Iteration 21Q: 3 clusters Score -261643.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -261649.359375 Penalty: 3899.034180
	Iteration 22Q: 3 clusters Score -261649.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -261657.328125 Penalty: 3899.034180
	Iteration 23Q: 3 clusters Score -261657.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -261668.531250 Penalty: 3899.034180
	Iteration 24Q: 3 clusters Score -261668.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -261674.140625 Penalty: 3899.034180
	Iteration 25Q: 3 clusters Score -261674.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -261679.031250 Penalty: 3899.034180
	Iteration 26Q: 3 clusters Score -261679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -261684.125000 Penalty: 3899.034180
	Iteration 27Q: 3 clusters Score -261684.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -261686.640625 Penalty: 3899.034180
	Iteration 28Q: 3 clusters Score -261686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -261687.406250 Penalty: 3899.034180
	Iteration 29Q: 3 clusters Score -261687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -261689.515625 Penalty: 3899.034180
	Iteration 30Q: 3 clusters Score -261689.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -261693.484375 Penalty: 3899.034180
	Iteration 31Q: 3 clusters Score -261693.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -261699.593750 Penalty: 3899.034180
	Iteration 32Q: 3 clusters Score -261699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -261702.015625 Penalty: 3899.034180
	Iteration 33Q: 3 clusters Score -261702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -261703.781250 Penalty: 3899.034180
	Iteration 34Q: 3 clusters Score -261703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -261705.781250 Penalty: 3899.034180
	Iteration 35Q: 3 clusters Score -261705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -261706.468750 Penalty: 3899.034180
	Iteration 36Q: 3 clusters Score -261706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -261707.937500 Penalty: 3899.034180
	Iteration 37Q: 3 clusters Score -261707.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -261709.921875 Penalty: 3899.034180
	Iteration 38Q: 3 clusters Score -261709.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -261713.328125 Penalty: 3899.034180
	Iteration 39Q: 3 clusters Score -261713.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -261715.734375 Penalty: 3899.034180
	Iteration 40F: 3 clusters Score -261715.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -261719.218750 Penalty: 3899.034180
	Iteration 41Q: 3 clusters Score -261719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -261720.796875 Penalty: 3899.034180
	Iteration 42Q: 3 clusters Score -261720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -261721.250000 Penalty: 3899.034180
	Iteration 43Q: 3 clusters Score -261721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -261722.656250 Penalty: 3899.034180
	Iteration 44Q: 3 clusters Score -261722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -261724.171875 Penalty: 3899.034180
	Iteration 45Q: 3 clusters Score -261724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -261727.859375 Penalty: 3899.034180
	Iteration 46Q: 3 clusters Score -261727.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -261731.296875 Penalty: 3899.034180
	Iteration 47Q: 3 clusters Score -261731.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -261734.203125 Penalty: 3899.034180
	Iteration 48Q: 3 clusters Score -261734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -261737.687500 Penalty: 3899.034180
	Iteration 49Q: 3 clusters Score -261737.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -261746.109375 Penalty: 3899.034180
	Iteration 50Q: 3 clusters Score -261746.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -261752.562500 Penalty: 3899.034180
	Iteration 51Q: 3 clusters Score -261752.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -261760.687500 Penalty: 3899.034180
	Iteration 52Q: 3 clusters Score -261760.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -261770.156250 Penalty: 3899.034180
	Iteration 53Q: 3 clusters Score -261770.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -261776.859375 Penalty: 3899.034180
	Iteration 54Q: 3 clusters Score -261776.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -261780.375000 Penalty: 3899.034180
	Iteration 55Q: 3 clusters Score -261780.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -261788.406250 Penalty: 3899.034180
	Iteration 56Q: 3 clusters Score -261788.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -261796.781250 Penalty: 3899.034180
	Iteration 57Q: 3 clusters Score -261796.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -261800.890625 Penalty: 3899.034180
	Iteration 58Q: 3 clusters Score -261800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -261803.656250 Penalty: 3899.034180
	Iteration 59Q: 3 clusters Score -261803.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -261807.390625 Penalty: 3899.034180
	Iteration 60F: 3 clusters Score -261807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -261809.640625 Penalty: 3899.034180
	Iteration 61Q: 3 clusters Score -261809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -261815.078125 Penalty: 3899.034180
	Iteration 62Q: 3 clusters Score -261815.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -261818.187500 Penalty: 3899.034180
	Iteration 63Q: 3 clusters Score -261818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -261821.109375 Penalty: 3899.034180
	Iteration 64Q: 3 clusters Score -261821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -261824.640625 Penalty: 3899.034180
	Iteration 65Q: 3 clusters Score -261824.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -261827.343750 Penalty: 3899.034180
	Iteration 66Q: 3 clusters Score -261827.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -261833.312500 Penalty: 3899.034180
	Iteration 67Q: 3 clusters Score -261833.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -261838.125000 Penalty: 3899.034180
	Iteration 68Q: 3 clusters Score -261838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -261839.437500 Penalty: 3899.034180
	Iteration 69Q: 3 clusters Score -261839.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -261842.765625 Penalty: 3899.034180
	Iteration 70Q: 3 clusters Score -261842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -261844.546875 Penalty: 3899.034180
	Iteration 71Q: 3 clusters Score -261844.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -261848.734375 Penalty: 3899.034180
	Iteration 72Q: 3 clusters Score -261848.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -261852.171875 Penalty: 3899.034180
	Iteration 73Q: 3 clusters Score -261852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -261855.578125 Penalty: 3899.034180
	Iteration 74Q: 3 clusters Score -261855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -261858.437500 Penalty: 3899.034180
	Iteration 75Q: 3 clusters Score -261858.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -261860.171875 Penalty: 3899.034180
	Iteration 76Q: 3 clusters Score -261860.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -261861.765625 Penalty: 3899.034180
	Iteration 77Q: 3 clusters Score -261861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -261864.484375 Penalty: 3899.034180
	Iteration 78Q: 3 clusters Score -261864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -261866.093750 Penalty: 3899.034180
	Iteration 79Q: 3 clusters Score -261866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -261866.296875 Penalty: 3899.034180
	Iteration 80F: 3 clusters Score -261866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -261868.296875 Penalty: 3899.034180
	Iteration 81Q: 3 clusters Score -261868.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -261870.750000 Penalty: 3899.034180
	Iteration 82Q: 3 clusters Score -261870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -261879.343750 Penalty: 3899.034180
	Iteration 83Q: 3 clusters Score -261879.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -261888.921875 Penalty: 3899.034180
	Iteration 84Q: 3 clusters Score -261888.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -261895.546875 Penalty: 3899.034180
	Iteration 85Q: 3 clusters Score -261895.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -261898.734375 Penalty: 3899.034180
	Iteration 86Q: 3 clusters Score -261898.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -261907.765625 Penalty: 3899.034180
	Iteration 87Q: 3 clusters Score -261907.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -261917.359375 Penalty: 3899.034180
	Iteration 88Q: 3 clusters Score -261917.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -261931.265625 Penalty: 3899.034180
	Iteration 89Q: 3 clusters Score -261931.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -261947.781250 Penalty: 3899.034180
	Iteration 90Q: 3 clusters Score -261947.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -261966.406250 Penalty: 3899.034180
	Iteration 91Q: 3 clusters Score -261966.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -261989.031250 Penalty: 3899.034180
	Iteration 92Q: 3 clusters Score -261989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -262017.015625 Penalty: 3899.034180
	Iteration 93Q: 3 clusters Score -262017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -262040.046875 Penalty: 3899.034180
	Iteration 94Q: 3 clusters Score -262040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -262064.359375 Penalty: 3899.034180
	Iteration 95Q: 3 clusters Score -262064.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -262089.890625 Penalty: 3899.034180
	Iteration 96Q: 3 clusters Score -262089.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -262102.984375 Penalty: 3899.034180
	Iteration 97Q: 3 clusters Score -262103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -262115.656250 Penalty: 3899.034180
	Iteration 98Q: 3 clusters Score -262115.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -262128.812500 Penalty: 3899.034180
	Iteration 99Q: 3 clusters Score -262128.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -262148.406250 Penalty: 3899.034180
	Iteration 100F: 3 clusters Score -262148.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -262165.968750 Penalty: 3899.034180
	Iteration 101Q: 3 clusters Score -262166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -262170.375000 Penalty: 3899.034180
	Iteration 102Q: 3 clusters Score -262170.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -262178.125000 Penalty: 3899.034180
	Iteration 103Q: 3 clusters Score -262178.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -262190.468750 Penalty: 3899.034180
	Iteration 104Q: 3 clusters Score -262190.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -262199.656250 Penalty: 3899.034180
	Iteration 105Q: 3 clusters Score -262199.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -262204.750000 Penalty: 3899.034180
	Iteration 106Q: 3 clusters Score -262204.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -262210.343750 Penalty: 3899.034180
	Iteration 107Q: 3 clusters Score -262210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -262216.312500 Penalty: 3899.034180
	Iteration 108Q: 3 clusters Score -262216.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -262222.843750 Penalty: 3899.034180
	Iteration 109Q: 3 clusters Score -262222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -262225.500000 Penalty: 3899.034180
	Iteration 110Q: 3 clusters Score -262225.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -262229.375000 Penalty: 3899.034180
	Iteration 111Q: 3 clusters Score -262229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -262235.406250 Penalty: 3899.034180
	Iteration 112Q: 3 clusters Score -262235.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -262243.687500 Penalty: 3899.034180
	Iteration 113Q: 3 clusters Score -262243.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -262260.906250 Penalty: 3899.034180
	Iteration 114Q: 3 clusters Score -262260.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -262273.468750 Penalty: 3899.034180
	Iteration 115Q: 3 clusters Score -262273.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -262290.312500 Penalty: 3899.034180
	Iteration 116Q: 3 clusters Score -262290.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -262298.656250 Penalty: 3899.034180
	Iteration 117Q: 3 clusters Score -262298.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -262308.375000 Penalty: 3899.034180
	Iteration 118Q: 3 clusters Score -262308.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -262320.093750 Penalty: 3899.034180
	Iteration 119Q: 3 clusters Score -262320.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -262329.562500 Penalty: 3899.034180
	Iteration 120F: 3 clusters Score -262329.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -262339.250000 Penalty: 3899.034180
	Iteration 121Q: 3 clusters Score -262339.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -262354.093750 Penalty: 3899.034180
	Iteration 122Q: 3 clusters Score -262354.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -262366.937500 Penalty: 3899.034180
	Iteration 123Q: 3 clusters Score -262366.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -262385.906250 Penalty: 3899.034180
	Iteration 124Q: 3 clusters Score -262385.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -262421.968750 Penalty: 3899.034180
	Iteration 125Q: 3 clusters Score -262422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -262439.406250 Penalty: 3899.034180
	Iteration 126Q: 3 clusters Score -262439.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -262452.687500 Penalty: 3899.034180
	Iteration 127Q: 3 clusters Score -262452.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -262461.312500 Penalty: 3899.034180
	Iteration 128Q: 3 clusters Score -262461.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -262469.000000 Penalty: 3899.034180
	Iteration 129Q: 3 clusters Score -262469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -262470.500000 Penalty: 3899.034180
	Iteration 130Q: 3 clusters Score -262470.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -262470.718750 Penalty: 3899.034180
	Iteration 131Q: 3 clusters Score -262470.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -262470.718750 Penalty: 3899.034180
	Iteration 132F: 3 clusters Score -262470.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Entering Unmasked Estep 
Score: -3939591.000000 Penalty: 2576.234375
	Iteration 0F: 2 clusters Score -3939591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3917353.500000 Penalty: 5152.468750
	Iteration 0F: 3 clusters Score -3917354 nChanged 14811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3925760.000000 Penalty: 5152.468750
	Iteration 1F: 3 clusters Score -3925760 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3926609.250000 Penalty: 5152.468750
	Iteration 2F: 3 clusters Score -3926609 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3927567.750000 Penalty: 5152.468750
	Iteration 3F: 3 clusters Score -3927568 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3928639.000000 Penalty: 5152.468750
	Iteration 4F: 3 clusters Score -3928639 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3929822.500000 Penalty: 5152.468750
	Iteration 5F: 3 clusters Score -3929822 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -3931247.250000 Penalty: 5152.468750
	Iteration 6F: 3 clusters Score -3931247 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -3932851.500000 Penalty: 5152.468750
	Iteration 7F: 3 clusters Score -3932852 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3934501.000000 Penalty: 5152.468750
	Iteration 8F: 3 clusters Score -3934501 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3936102.000000 Penalty: 5152.468750
	Iteration 9F: 3 clusters Score -3936102 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3937414.000000 Penalty: 5152.468750
	Iteration 10Q: 3 clusters Score -3937414 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3938361.000000 Penalty: 5152.468750
	Iteration 11Q: 3 clusters Score -3938361 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3938953.500000 Penalty: 5152.468750
	Iteration 12Q: 3 clusters Score -3938954 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3939273.250000 Penalty: 5152.468750
	Iteration 13Q: 3 clusters Score -3939273 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3939437.250000 Penalty: 5152.468750
	Iteration 14Q: 3 clusters Score -3939437 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3939514.750000 Penalty: 5152.468750
	Iteration 15Q: 3 clusters Score -3939515 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3939562.750000 Penalty: 5152.468750
	Iteration 16Q: 3 clusters Score -3939563 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3939597.250000 Penalty: 5152.468750
	Iteration 17Q: 3 clusters Score -3939597 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3939624.250000 Penalty: 5152.468750
	Iteration 18Q: 3 clusters Score -3939624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3939631.750000 Penalty: 5152.468750
	Iteration 19Q: 3 clusters Score -3939632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3939639.000000 Penalty: 5152.468750
	Iteration 20F: 3 clusters Score -3939639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3939642.750000 Penalty: 5152.468750
	Iteration 21Q: 3 clusters Score -3939643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3939647.250000 Penalty: 5152.468750
	Iteration 22Q: 3 clusters Score -3939647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3939653.250000 Penalty: 5152.468750
	Iteration 23Q: 3 clusters Score -3939653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3939661.750000 Penalty: 5152.468750
	Iteration 24Q: 3 clusters Score -3939662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3939659.250000 Penalty: 5152.468750
	Iteration 25Q: 3 clusters Score -3939659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3939655.500000 Penalty: 5152.468750
	Iteration 26Q: 3 clusters Score -3939656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3939660.750000 Penalty: 5152.468750
	Iteration 27Q: 3 clusters Score -3939661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3939659.250000 Penalty: 5152.468750
	Iteration 28Q: 3 clusters Score -3939659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3939661.000000 Penalty: 5152.468750
	Iteration 29Q: 3 clusters Score -3939661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3939661.000000 Penalty: 5152.468750
	Iteration 30Q: 3 clusters Score -3939661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3939657.750000 Penalty: 5152.468750
	Iteration 31Q: 3 clusters Score -3939658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3939655.500000 Penalty: 5152.468750
	Iteration 32Q: 3 clusters Score -3939656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3939659.000000 Penalty: 5152.468750
	Iteration 33Q: 3 clusters Score -3939659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3939659.000000 Penalty: 5152.468750
	Iteration 34F: 3 clusters Score -3939659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44633 members 
Mstep: Class 4 contains 22600 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 29766 members 
Mstep: Class 8 contains 136516 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8633 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15843 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5388 members 
Mstep: Class 18 contains 14864 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94200 members 
Mstep: Class 23 contains 16833 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7687 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17188 members 
Mstep: Class 29 contains 23626 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17954 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69829 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16747 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1450 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91383 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228886 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 6011 members 
Mstep: Class 61 contains 9729 members 
Mstep: Class 62 contains 1974 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 7214 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6355 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3792 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3988 members 
Mstep: Class 76 contains 10652 members 
Mstep: Class 77 contains 2703 members 
Mstep: Class 78 contains 5245 members 
Mstep: Class 79 contains 21104 members 
Mstep: Class 80 contains 33146 members 
Mstep: Class 81 contains 2308 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
Score: -154539152.000000 Penalty: 286492.562500
Splitting cluster 7 changes total score from -154540352.000000 to -154539152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (136516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136516 members 
Entering Unmasked Estep 
Score: -16566168.000000 Penalty: 2932.400879
	Iteration 0F: 2 clusters Score -1.656617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -16475070.000000 Penalty: 5864.801758
	Iteration 0F: 3 clusters Score -1.647507e+07 nChanged 65231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70763 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -16512522.000000 Penalty: 5864.801758
	Iteration 1F: 3 clusters Score -1.651252e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -16513419.000000 Penalty: 5864.801758
	Iteration 2Q: 3 clusters Score -1.651342e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73786 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -16514441.000000 Penalty: 5864.801758
	Iteration 3Q: 3 clusters Score -1.651444e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -16515771.000000 Penalty: 5864.801758
	Iteration 4Q: 3 clusters Score -1.651577e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -16517782.000000 Penalty: 5864.801758
	Iteration 5Q: 3 clusters Score -1.651778e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -16520973.000000 Penalty: 5864.801758
	Iteration 6Q: 3 clusters Score -1.652097e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -16526401.000000 Penalty: 5864.801758
	Iteration 7F: 3 clusters Score -1.65264e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -16534719.000000 Penalty: 5864.801758
	Iteration 8F: 3 clusters Score -1.653472e+07 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116602 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -16545207.000000 Penalty: 5864.801758
	Iteration 9F: 3 clusters Score -1.654521e+07 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126537 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -16554676.000000 Penalty: 5864.801758
	Iteration 10F: 3 clusters Score -1.655468e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132484 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -16560087.000000 Penalty: 5864.801758
	Iteration 11Q: 3 clusters Score -1.656009e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134973 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -16562326.000000 Penalty: 5864.801758
	Iteration 12Q: 3 clusters Score -1.656233e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135783 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -16563037.000000 Penalty: 5864.801758
	Iteration 13Q: 3 clusters Score -1.656304e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136033 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -16563300.000000 Penalty: 5864.801758
	Iteration 14Q: 3 clusters Score -1.65633e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136131 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16563428.000000 Penalty: 5864.801758
	Iteration 15Q: 3 clusters Score -1.656343e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136181 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -16563504.000000 Penalty: 5864.801758
	Iteration 16Q: 3 clusters Score -1.65635e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136209 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -16563568.000000 Penalty: 5864.801758
	Iteration 17Q: 3 clusters Score -1.656357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136221 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -16563599.000000 Penalty: 5864.801758
	Iteration 18Q: 3 clusters Score -1.65636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136229 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16563634.000000 Penalty: 5864.801758
	Iteration 19Q: 3 clusters Score -1.656363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136233 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16563640.000000 Penalty: 5864.801758
	Iteration 20F: 3 clusters Score -1.656364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136235 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16563649.000000 Penalty: 5864.801758
	Iteration 21Q: 3 clusters Score -1.656365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136236 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16563659.000000 Penalty: 5864.801758
	Iteration 22Q: 3 clusters Score -1.656366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136239 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16563669.000000 Penalty: 5864.801758
	Iteration 23Q: 3 clusters Score -1.656367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136240 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16563681.000000 Penalty: 5864.801758
	Iteration 24Q: 3 clusters Score -1.656368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136240 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16563682.000000 Penalty: 5864.801758
	Iteration 25Q: 3 clusters Score -1.656368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136240 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16563682.000000 Penalty: 5864.801758
	Iteration 26F: 3 clusters Score -1.656368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -94840.242188 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -94840.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -93309.804688 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -93309.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93635.492188 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -93635.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -93790.203125 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -93790.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93940.617188 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -93940.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94081.531250 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -94081.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -94189.742188 Penalty: 3176.993408
	Iteration 5F: 3 clusters Score -94189.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -94255.398438 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -94255.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -94308.367188 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -94308.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -94332.078125 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -94332.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -94357.289062 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -94357.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -94371.687500 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -94371.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -94386.882812 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -94386.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -94403.164062 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -94403.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -94402.406250 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -94402.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -94407.640625 Penalty: 3176.993408
	Iteration 14Q: 3 clusters Score -94407.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -94412.375000 Penalty: 3176.993408
	Iteration 15Q: 3 clusters Score -94412.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -94425.882812 Penalty: 3176.993408
	Iteration 16Q: 3 clusters Score -94425.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -94425.187500 Penalty: 3176.993408
	Iteration 17Q: 3 clusters Score -94425.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -94497.656250 Penalty: 3176.993408
	Iteration 18Q: 3 clusters Score -94497.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -94539.968750 Penalty: 3176.993408
	Iteration 19Q: 3 clusters Score -94539.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -94560.585938 Penalty: 3176.993408
	Iteration 20F: 3 clusters Score -94560.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -94569.843750 Penalty: 3176.993408
	Iteration 21Q: 3 clusters Score -94569.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -94569.843750 Penalty: 3176.993408
	Iteration 22F: 3 clusters Score -94569.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Entering Unmasked Estep 
Score: -1336494.250000 Penalty: 2309.284668
	Iteration 0F: 2 clusters Score -1336494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1328125.500000 Penalty: 4618.569336
	Iteration 0F: 3 clusters Score -1328126 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1330558.500000 Penalty: 4618.569336
	Iteration 1F: 3 clusters Score -1330558 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1330904.250000 Penalty: 4618.569336
	Iteration 2F: 3 clusters Score -1330904 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1331251.750000 Penalty: 4618.569336
	Iteration 3F: 3 clusters Score -1331252 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1331560.875000 Penalty: 4618.569336
	Iteration 4Q: 3 clusters Score -1331561 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1331864.000000 Penalty: 4618.569336
	Iteration 5Q: 3 clusters Score -1331864 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1332156.500000 Penalty: 4618.569336
	Iteration 6Q: 3 clusters Score -1332156 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1332472.375000 Penalty: 4618.569336
	Iteration 7Q: 3 clusters Score -1332472 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1332903.000000 Penalty: 4618.569336
	Iteration 8Q: 3 clusters Score -1332903 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1333475.500000 Penalty: 4618.569336
	Iteration 9F: 3 clusters Score -1333476 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1334020.000000 Penalty: 4618.569336
	Iteration 10F: 3 clusters Score -1334020 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1334465.375000 Penalty: 4618.569336
	Iteration 11Q: 3 clusters Score -1334465 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1334804.625000 Penalty: 4618.569336
	Iteration 12Q: 3 clusters Score -1334805 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1335031.500000 Penalty: 4618.569336
	Iteration 13Q: 3 clusters Score -1335032 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1335186.875000 Penalty: 4618.569336
	Iteration 14Q: 3 clusters Score -1335187 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1335278.500000 Penalty: 4618.569336
	Iteration 15Q: 3 clusters Score -1335278 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1335350.750000 Penalty: 4618.569336
	Iteration 16Q: 3 clusters Score -1335351 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1335399.625000 Penalty: 4618.569336
	Iteration 17Q: 3 clusters Score -1335400 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1335448.250000 Penalty: 4618.569336
	Iteration 18Q: 3 clusters Score -1335448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1335487.625000 Penalty: 4618.569336
	Iteration 19Q: 3 clusters Score -1335488 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1335514.250000 Penalty: 4618.569336
	Iteration 20F: 3 clusters Score -1335514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1335541.000000 Penalty: 4618.569336
	Iteration 21Q: 3 clusters Score -1335541 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1335561.625000 Penalty: 4618.569336
	Iteration 22Q: 3 clusters Score -1335562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1335581.125000 Penalty: 4618.569336
	Iteration 23Q: 3 clusters Score -1335581 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1335596.750000 Penalty: 4618.569336
	Iteration 24Q: 3 clusters Score -1335597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1335605.625000 Penalty: 4618.569336
	Iteration 25Q: 3 clusters Score -1335606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1335612.250000 Penalty: 4618.569336
	Iteration 26Q: 3 clusters Score -1335612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1335622.875000 Penalty: 4618.569336
	Iteration 27Q: 3 clusters Score -1335623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1335629.500000 Penalty: 4618.569336
	Iteration 28Q: 3 clusters Score -1335630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1335637.500000 Penalty: 4618.569336
	Iteration 29Q: 3 clusters Score -1335638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1335643.000000 Penalty: 4618.569336
	Iteration 30Q: 3 clusters Score -1335643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1335648.000000 Penalty: 4618.569336
	Iteration 31Q: 3 clusters Score -1335648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1335652.875000 Penalty: 4618.569336
	Iteration 32Q: 3 clusters Score -1335653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1335651.500000 Penalty: 4618.569336
	Iteration 33Q: 3 clusters Score -1335652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1335658.375000 Penalty: 4618.569336
	Iteration 34Q: 3 clusters Score -1335658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1335660.375000 Penalty: 4618.569336
	Iteration 35Q: 3 clusters Score -1335660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1335660.125000 Penalty: 4618.569336
	Iteration 36Q: 3 clusters Score -1335660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1335660.875000 Penalty: 4618.569336
	Iteration 37Q: 3 clusters Score -1335661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1335661.875000 Penalty: 4618.569336
	Iteration 38Q: 3 clusters Score -1335662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1335662.875000 Penalty: 4618.569336
	Iteration 39Q: 3 clusters Score -1335663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1335663.375000 Penalty: 4618.569336
	Iteration 40F: 3 clusters Score -1335663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1335666.000000 Penalty: 4618.569336
	Iteration 41Q: 3 clusters Score -1335666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1335666.250000 Penalty: 4618.569336
	Iteration 42Q: 3 clusters Score -1335666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1335668.125000 Penalty: 4618.569336
	Iteration 43Q: 3 clusters Score -1335668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1335669.375000 Penalty: 4618.569336
	Iteration 44Q: 3 clusters Score -1335669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1335673.000000 Penalty: 4618.569336
	Iteration 45Q: 3 clusters Score -1335673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1335672.500000 Penalty: 4618.569336
	Iteration 46Q: 3 clusters Score -1335672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1335677.875000 Penalty: 4618.569336
	Iteration 47Q: 3 clusters Score -1335678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1335678.000000 Penalty: 4618.569336
	Iteration 48Q: 3 clusters Score -1335678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1335681.000000 Penalty: 4618.569336
	Iteration 49Q: 3 clusters Score -1335681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1335685.000000 Penalty: 4618.569336
	Iteration 50Q: 3 clusters Score -1335685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1335688.125000 Penalty: 4618.569336
	Iteration 51Q: 3 clusters Score -1335688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1335692.500000 Penalty: 4618.569336
	Iteration 52Q: 3 clusters Score -1335692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1335698.750000 Penalty: 4618.569336
	Iteration 53Q: 3 clusters Score -1335699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1335701.500000 Penalty: 4618.569336
	Iteration 54Q: 3 clusters Score -1335702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1335708.000000 Penalty: 4618.569336
	Iteration 55Q: 3 clusters Score -1335708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1335707.875000 Penalty: 4618.569336
	Iteration 56Q: 3 clusters Score -1335708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1335711.250000 Penalty: 4618.569336
	Iteration 57Q: 3 clusters Score -1335711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1335716.250000 Penalty: 4618.569336
	Iteration 58Q: 3 clusters Score -1335716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1335717.750000 Penalty: 4618.569336
	Iteration 59Q: 3 clusters Score -1335718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1335719.500000 Penalty: 4618.569336
	Iteration 60F: 3 clusters Score -1335720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1335721.000000 Penalty: 4618.569336
	Iteration 61Q: 3 clusters Score -1335721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1335728.250000 Penalty: 4618.569336
	Iteration 62Q: 3 clusters Score -1335728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1335740.125000 Penalty: 4618.569336
	Iteration 63Q: 3 clusters Score -1335740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1335743.875000 Penalty: 4618.569336
	Iteration 64Q: 3 clusters Score -1335744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1335745.125000 Penalty: 4618.569336
	Iteration 65Q: 3 clusters Score -1335745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1335750.250000 Penalty: 4618.569336
	Iteration 66Q: 3 clusters Score -1335750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1335753.500000 Penalty: 4618.569336
	Iteration 67Q: 3 clusters Score -1335754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1335753.375000 Penalty: 4618.569336
	Iteration 68Q: 3 clusters Score -1335753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1335761.625000 Penalty: 4618.569336
	Iteration 69Q: 3 clusters Score -1335762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1335766.125000 Penalty: 4618.569336
	Iteration 70Q: 3 clusters Score -1335766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1335768.000000 Penalty: 4618.569336
	Iteration 71Q: 3 clusters Score -1335768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1335771.375000 Penalty: 4618.569336
	Iteration 72Q: 3 clusters Score -1335771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1335771.000000 Penalty: 4618.569336
	Iteration 73Q: 3 clusters Score -1335771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1335776.750000 Penalty: 4618.569336
	Iteration 74Q: 3 clusters Score -1335777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1335777.875000 Penalty: 4618.569336
	Iteration 75Q: 3 clusters Score -1335778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1335780.000000 Penalty: 4618.569336
	Iteration 76Q: 3 clusters Score -1335780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1335785.125000 Penalty: 4618.569336
	Iteration 77Q: 3 clusters Score -1335785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1335785.750000 Penalty: 4618.569336
	Iteration 78Q: 3 clusters Score -1335786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1335786.250000 Penalty: 4618.569336
	Iteration 79Q: 3 clusters Score -1335786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1335785.000000 Penalty: 4618.569336
	Iteration 80F: 3 clusters Score -1335785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1335785.375000 Penalty: 4618.569336
	Iteration 81Q: 3 clusters Score -1335785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1335791.125000 Penalty: 4618.569336
	Iteration 82Q: 3 clusters Score -1335791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1335790.250000 Penalty: 4618.569336
	Iteration 83Q: 3 clusters Score -1335790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1335792.750000 Penalty: 4618.569336
	Iteration 84Q: 3 clusters Score -1335793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1335793.500000 Penalty: 4618.569336
	Iteration 85Q: 3 clusters Score -1335794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1335793.625000 Penalty: 4618.569336
	Iteration 86Q: 3 clusters Score -1335794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1335797.625000 Penalty: 4618.569336
	Iteration 87Q: 3 clusters Score -1335798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1335798.625000 Penalty: 4618.569336
	Iteration 88Q: 3 clusters Score -1335799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1335801.000000 Penalty: 4618.569336
	Iteration 89Q: 3 clusters Score -1335801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1335800.750000 Penalty: 4618.569336
	Iteration 90Q: 3 clusters Score -1335801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1335801.750000 Penalty: 4618.569336
	Iteration 91Q: 3 clusters Score -1335802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1335801.750000 Penalty: 4618.569336
	Iteration 92F: 3 clusters Score -1335802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Entering Unmasked Estep 
Score: -1036432.062500 Penalty: 2247.710205
	Iteration 0F: 2 clusters Score -1036432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1029635.625000 Penalty: 4495.420410
	Iteration 0F: 3 clusters Score -1029636 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1031459.500000 Penalty: 4495.420410
	Iteration 1F: 3 clusters Score -1031460 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1031719.312500 Penalty: 4495.420410
	Iteration 2F: 3 clusters Score -1031719 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1031890.375000 Penalty: 4495.420410
	Iteration 3F: 3 clusters Score -1031890 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1032009.000000 Penalty: 4495.420410
	Iteration 4Q: 3 clusters Score -1032009 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1032107.062500 Penalty: 4495.420410
	Iteration 5Q: 3 clusters Score -1032107 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1032200.187500 Penalty: 4495.420410
	Iteration 6Q: 3 clusters Score -1032200 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1032278.312500 Penalty: 4495.420410
	Iteration 7Q: 3 clusters Score -1032278 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1032353.562500 Penalty: 4495.420410
	Iteration 8Q: 3 clusters Score -1032354 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1032422.312500 Penalty: 4495.420410
	Iteration 9Q: 3 clusters Score -1032422 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1032505.125000 Penalty: 4495.420410
	Iteration 10Q: 3 clusters Score -1032505 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1032606.875000 Penalty: 4495.420410
	Iteration 11Q: 3 clusters Score -1032607 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1032708.062500 Penalty: 4495.420410
	Iteration 12Q: 3 clusters Score -1032708 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1032813.250000 Penalty: 4495.420410
	Iteration 13Q: 3 clusters Score -1032813 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1032929.250000 Penalty: 4495.420410
	Iteration 14Q: 3 clusters Score -1032929 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1033076.625000 Penalty: 4495.420410
	Iteration 15Q: 3 clusters Score -1033077 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1033268.500000 Penalty: 4495.420410
	Iteration 16Q: 3 clusters Score -1033268 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1033464.187500 Penalty: 4495.420410
	Iteration 17Q: 3 clusters Score -1033464 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1033651.625000 Penalty: 4495.420410
	Iteration 18Q: 3 clusters Score -1033652 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1033832.562500 Penalty: 4495.420410
	Iteration 19Q: 3 clusters Score -1033833 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1033974.562500 Penalty: 4495.420410
	Iteration 20F: 3 clusters Score -1033975 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1034093.375000 Penalty: 4495.420410
	Iteration 21Q: 3 clusters Score -1034093 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1034178.625000 Penalty: 4495.420410
	Iteration 22Q: 3 clusters Score -1034179 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1034232.250000 Penalty: 4495.420410
	Iteration 23Q: 3 clusters Score -1034232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1034271.562500 Penalty: 4495.420410
	Iteration 24Q: 3 clusters Score -1034272 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1034314.250000 Penalty: 4495.420410
	Iteration 25Q: 3 clusters Score -1034314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1034346.687500 Penalty: 4495.420410
	Iteration 26Q: 3 clusters Score -1034347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1034366.687500 Penalty: 4495.420410
	Iteration 27Q: 3 clusters Score -1034367 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1034395.937500 Penalty: 4495.420410
	Iteration 28Q: 3 clusters Score -1034396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1034419.562500 Penalty: 4495.420410
	Iteration 29Q: 3 clusters Score -1034420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1034445.187500 Penalty: 4495.420410
	Iteration 30Q: 3 clusters Score -1034445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1034462.875000 Penalty: 4495.420410
	Iteration 31Q: 3 clusters Score -1034463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1034481.625000 Penalty: 4495.420410
	Iteration 32Q: 3 clusters Score -1034482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1034489.375000 Penalty: 4495.420410
	Iteration 33Q: 3 clusters Score -1034489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1034499.812500 Penalty: 4495.420410
	Iteration 34Q: 3 clusters Score -1034500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1034508.687500 Penalty: 4495.420410
	Iteration 35Q: 3 clusters Score -1034509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1034515.312500 Penalty: 4495.420410
	Iteration 36Q: 3 clusters Score -1034515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1034519.750000 Penalty: 4495.420410
	Iteration 37Q: 3 clusters Score -1034520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1034524.250000 Penalty: 4495.420410
	Iteration 38Q: 3 clusters Score -1034524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1034529.625000 Penalty: 4495.420410
	Iteration 39Q: 3 clusters Score -1034530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1034538.062500 Penalty: 4495.420410
	Iteration 40F: 3 clusters Score -1034538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1034541.750000 Penalty: 4495.420410
	Iteration 41Q: 3 clusters Score -1034542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1034543.250000 Penalty: 4495.420410
	Iteration 42Q: 3 clusters Score -1034543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1034545.187500 Penalty: 4495.420410
	Iteration 43Q: 3 clusters Score -1034545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1034546.437500 Penalty: 4495.420410
	Iteration 44Q: 3 clusters Score -1034546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1034548.125000 Penalty: 4495.420410
	Iteration 45Q: 3 clusters Score -1034548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1034547.687500 Penalty: 4495.420410
	Iteration 46Q: 3 clusters Score -1034548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1034547.687500 Penalty: 4495.420410
	Iteration 47F: 3 clusters Score -1034548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Entering Unmasked Estep 
Score: -2018741.250000 Penalty: 2404.264893
	Iteration 0F: 2 clusters Score -2018741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2007186.750000 Penalty: 4808.529785
	Iteration 0F: 3 clusters Score -2007187 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2010844.250000 Penalty: 4808.529785
	Iteration 1F: 3 clusters Score -2010844 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2011177.000000 Penalty: 4808.529785
	Iteration 2F: 3 clusters Score -2011177 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2011405.125000 Penalty: 4808.529785
	Iteration 3Q: 3 clusters Score -2011405 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2011610.250000 Penalty: 4808.529785
	Iteration 4Q: 3 clusters Score -2011610 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2011794.000000 Penalty: 4808.529785
	Iteration 5Q: 3 clusters Score -2011794 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2011982.500000 Penalty: 4808.529785
	Iteration 6Q: 3 clusters Score -2011982 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2012187.250000 Penalty: 4808.529785
	Iteration 7Q: 3 clusters Score -2012187 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2012462.125000 Penalty: 4808.529785
	Iteration 8Q: 3 clusters Score -2012462 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2012839.250000 Penalty: 4808.529785
	Iteration 9Q: 3 clusters Score -2012839 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2013433.500000 Penalty: 4808.529785
	Iteration 10F: 3 clusters Score -2013434 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2014244.375000 Penalty: 4808.529785
	Iteration 11F: 3 clusters Score -2014244 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2015118.625000 Penalty: 4808.529785
	Iteration 12F: 3 clusters Score -2015119 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2015797.375000 Penalty: 4808.529785
	Iteration 13Q: 3 clusters Score -2015797 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2016234.750000 Penalty: 4808.529785
	Iteration 14Q: 3 clusters Score -2016235 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2016465.875000 Penalty: 4808.529785
	Iteration 15Q: 3 clusters Score -2016466 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2016578.000000 Penalty: 4808.529785
	Iteration 16Q: 3 clusters Score -2016578 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2016647.375000 Penalty: 4808.529785
	Iteration 17Q: 3 clusters Score -2016647 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2016688.875000 Penalty: 4808.529785
	Iteration 18Q: 3 clusters Score -2016689 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2016719.125000 Penalty: 4808.529785
	Iteration 19Q: 3 clusters Score -2016719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2016745.625000 Penalty: 4808.529785
	Iteration 20F: 3 clusters Score -2016746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2016760.000000 Penalty: 4808.529785
	Iteration 21Q: 3 clusters Score -2016760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2016777.250000 Penalty: 4808.529785
	Iteration 22Q: 3 clusters Score -2016777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2016792.625000 Penalty: 4808.529785
	Iteration 23Q: 3 clusters Score -2016793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2016798.500000 Penalty: 4808.529785
	Iteration 24Q: 3 clusters Score -2016798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2016805.750000 Penalty: 4808.529785
	Iteration 25Q: 3 clusters Score -2016806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2016807.000000 Penalty: 4808.529785
	Iteration 26Q: 3 clusters Score -2016807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2016810.875000 Penalty: 4808.529785
	Iteration 27Q: 3 clusters Score -2016811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2016813.750000 Penalty: 4808.529785
	Iteration 28Q: 3 clusters Score -2016814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2016813.750000 Penalty: 4808.529785
	Iteration 29F: 3 clusters Score -2016814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Entering Unmasked Estep 
Score: -1985655.750000 Penalty: 2398.279785
	Iteration 0F: 2 clusters Score -1985656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1974238.250000 Penalty: 4796.559570
	Iteration 0F: 3 clusters Score -1974238 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1977834.250000 Penalty: 4796.559570
	Iteration 1F: 3 clusters Score -1977834 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1978175.125000 Penalty: 4796.559570
	Iteration 2F: 3 clusters Score -1978175 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1978425.625000 Penalty: 4796.559570
	Iteration 3Q: 3 clusters Score -1978426 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1978639.875000 Penalty: 4796.559570
	Iteration 4Q: 3 clusters Score -1978640 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1978861.750000 Penalty: 4796.559570
	Iteration 5Q: 3 clusters Score -1978862 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1979156.000000 Penalty: 4796.559570
	Iteration 6Q: 3 clusters Score -1979156 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1979547.500000 Penalty: 4796.559570
	Iteration 7Q: 3 clusters Score -1979548 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1980048.250000 Penalty: 4796.559570
	Iteration 8F: 3 clusters Score -1980048 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1980722.500000 Penalty: 4796.559570
	Iteration 9F: 3 clusters Score -1980722 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1981451.625000 Penalty: 4796.559570
	Iteration 10F: 3 clusters Score -1981452 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1982097.000000 Penalty: 4796.559570
	Iteration 11Q: 3 clusters Score -1982097 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1982641.750000 Penalty: 4796.559570
	Iteration 12Q: 3 clusters Score -1982642 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1983033.000000 Penalty: 4796.559570
	Iteration 13Q: 3 clusters Score -1983033 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1983248.875000 Penalty: 4796.559570
	Iteration 14Q: 3 clusters Score -1983249 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1983363.250000 Penalty: 4796.559570
	Iteration 15Q: 3 clusters Score -1983363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1983417.750000 Penalty: 4796.559570
	Iteration 16Q: 3 clusters Score -1983418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1983446.250000 Penalty: 4796.559570
	Iteration 17Q: 3 clusters Score -1983446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1983457.875000 Penalty: 4796.559570
	Iteration 18Q: 3 clusters Score -1983458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1983459.375000 Penalty: 4796.559570
	Iteration 19Q: 3 clusters Score -1983459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1983467.000000 Penalty: 4796.559570
	Iteration 20F: 3 clusters Score -1983467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1983475.000000 Penalty: 4796.559570
	Iteration 21Q: 3 clusters Score -1983475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1983481.500000 Penalty: 4796.559570
	Iteration 22Q: 3 clusters Score -1983482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1983493.250000 Penalty: 4796.559570
	Iteration 23Q: 3 clusters Score -1983493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1983504.250000 Penalty: 4796.559570
	Iteration 24Q: 3 clusters Score -1983504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1983523.375000 Penalty: 4796.559570
	Iteration 25Q: 3 clusters Score -1983523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1983528.000000 Penalty: 4796.559570
	Iteration 26Q: 3 clusters Score -1983528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1983531.625000 Penalty: 4796.559570
	Iteration 27Q: 3 clusters Score -1983532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1983537.250000 Penalty: 4796.559570
	Iteration 28Q: 3 clusters Score -1983537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1983543.500000 Penalty: 4796.559570
	Iteration 29Q: 3 clusters Score -1983544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1983548.500000 Penalty: 4796.559570
	Iteration 30Q: 3 clusters Score -1983548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1983548.500000 Penalty: 4796.559570
	Iteration 31F: 3 clusters Score -1983548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -459373.281250 Penalty: 2049.817627
	Iteration 0F: 2 clusters Score -459373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -455542.437500 Penalty: 4099.635254
	Iteration 0F: 3 clusters Score -455542.4 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -456489.375000 Penalty: 4099.635254
	Iteration 1F: 3 clusters Score -456489.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -456723.218750 Penalty: 4099.635254
	Iteration 2F: 3 clusters Score -456723.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -456924.781250 Penalty: 4099.635254
	Iteration 3F: 3 clusters Score -456924.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -457123.906250 Penalty: 4099.635254
	Iteration 4F: 3 clusters Score -457123.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -457370.531250 Penalty: 4099.635254
	Iteration 5F: 3 clusters Score -457370.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -457654.843750 Penalty: 4099.635254
	Iteration 6F: 3 clusters Score -457654.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -457948.093750 Penalty: 4099.635254
	Iteration 7F: 3 clusters Score -457948.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -458168.437500 Penalty: 4099.635254
	Iteration 8F: 3 clusters Score -458168.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -458298.437500 Penalty: 4099.635254
	Iteration 9Q: 3 clusters Score -458298.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -458376.406250 Penalty: 4099.635254
	Iteration 10Q: 3 clusters Score -458376.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -458429.843750 Penalty: 4099.635254
	Iteration 11Q: 3 clusters Score -458429.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -458459.312500 Penalty: 4099.635254
	Iteration 12Q: 3 clusters Score -458459.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -458473.656250 Penalty: 4099.635254
	Iteration 13Q: 3 clusters Score -458473.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -458491.406250 Penalty: 4099.635254
	Iteration 14Q: 3 clusters Score -458491.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -458504.437500 Penalty: 4099.635254
	Iteration 15Q: 3 clusters Score -458504.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -458512.781250 Penalty: 4099.635254
	Iteration 16Q: 3 clusters Score -458512.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -458525.843750 Penalty: 4099.635254
	Iteration 17Q: 3 clusters Score -458525.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -458545.031250 Penalty: 4099.635254
	Iteration 18Q: 3 clusters Score -458545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -458572.187500 Penalty: 4099.635254
	Iteration 19Q: 3 clusters Score -458572.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -458610.062500 Penalty: 4099.635254
	Iteration 20F: 3 clusters Score -458610.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -458646.562500 Penalty: 4099.635254
	Iteration 21Q: 3 clusters Score -458646.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -458696.875000 Penalty: 4099.635254
	Iteration 22Q: 3 clusters Score -458696.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -458760.156250 Penalty: 4099.635254
	Iteration 23Q: 3 clusters Score -458760.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -458795.718750 Penalty: 4099.635254
	Iteration 24Q: 3 clusters Score -458795.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -458813.968750 Penalty: 4099.635254
	Iteration 25Q: 3 clusters Score -458814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -458822.281250 Penalty: 4099.635254
	Iteration 26Q: 3 clusters Score -458822.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -458827.531250 Penalty: 4099.635254
	Iteration 27Q: 3 clusters Score -458827.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -458829.625000 Penalty: 4099.635254
	Iteration 28Q: 3 clusters Score -458829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -458829.843750 Penalty: 4099.635254
	Iteration 29Q: 3 clusters Score -458829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -458829.843750 Penalty: 4099.635254
	Iteration 30F: 3 clusters Score -458829.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -631405.500000 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -631405.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -626655.875000 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -626655.9 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -627844.250000 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -627844.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -628068.625000 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -628068.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -628217.000000 Penalty: 4260.675781
	Iteration 3Q: 3 clusters Score -628217 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -628349.750000 Penalty: 4260.675781
	Iteration 4Q: 3 clusters Score -628349.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -628453.750000 Penalty: 4260.675781
	Iteration 5Q: 3 clusters Score -628453.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -628542.625000 Penalty: 4260.675781
	Iteration 6Q: 3 clusters Score -628542.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -628646.312500 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -628646.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -628775.500000 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -628775.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -628901.375000 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -628901.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -629031.250000 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -629031.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -629187.250000 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -629187.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -629398.125000 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -629398.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -629639.250000 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -629639.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -629909.187500 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -629909.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -630210.562500 Penalty: 4260.675781
	Iteration 15F: 3 clusters Score -630210.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -630467.187500 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -630467.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -630718.375000 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -630718.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -630895.125000 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -630895.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -631037.250000 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -631037.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -631130.687500 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -631130.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -631218.062500 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -631218.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -631290.125000 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -631290.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -631332.062500 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -631332.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -631356.250000 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -631356.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -631377.437500 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -631377.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -631389.187500 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -631389.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -631394.312500 Penalty: 4260.675781
	Iteration 27Q: 3 clusters Score -631394.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -631397.562500 Penalty: 4260.675781
	Iteration 28Q: 3 clusters Score -631397.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -631400.125000 Penalty: 4260.675781
	Iteration 29Q: 3 clusters Score -631400.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -631401.187500 Penalty: 4260.675781
	Iteration 30Q: 3 clusters Score -631401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -631401.875000 Penalty: 4260.675781
	Iteration 31Q: 3 clusters Score -631401.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -631401.875000 Penalty: 4260.675781
	Iteration 32F: 3 clusters Score -631401.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24614.433594 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -24614.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23488.802734 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -23488.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23575.697266 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -23575.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23586.265625 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -23586.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23586.265625 Penalty: 2697.287354
	Iteration 3F: 3 clusters Score -23586.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Entering Unmasked Estep 
Score: -668865.000000 Penalty: 2130.798584
	Iteration 0F: 2 clusters Score -668865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -664183.625000 Penalty: 4261.597168
	Iteration 0F: 3 clusters Score -664183.6 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -665517.312500 Penalty: 4261.597168
	Iteration 1F: 3 clusters Score -665517.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -665889.250000 Penalty: 4261.597168
	Iteration 2F: 3 clusters Score -665889.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -666271.437500 Penalty: 4261.597168
	Iteration 3F: 3 clusters Score -666271.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -666596.000000 Penalty: 4261.597168
	Iteration 4F: 3 clusters Score -666596 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -666900.687500 Penalty: 4261.597168
	Iteration 5F: 3 clusters Score -666900.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -667126.125000 Penalty: 4261.597168
	Iteration 6F: 3 clusters Score -667126.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -667292.437500 Penalty: 4261.597168
	Iteration 7Q: 3 clusters Score -667292.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -667421.500000 Penalty: 4261.597168
	Iteration 8Q: 3 clusters Score -667421.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -667499.125000 Penalty: 4261.597168
	Iteration 9Q: 3 clusters Score -667499.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -667551.375000 Penalty: 4261.597168
	Iteration 10Q: 3 clusters Score -667551.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -667588.875000 Penalty: 4261.597168
	Iteration 11Q: 3 clusters Score -667588.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -667616.250000 Penalty: 4261.597168
	Iteration 12Q: 3 clusters Score -667616.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -667637.875000 Penalty: 4261.597168
	Iteration 13Q: 3 clusters Score -667637.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -667653.500000 Penalty: 4261.597168
	Iteration 14Q: 3 clusters Score -667653.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -667664.750000 Penalty: 4261.597168
	Iteration 15Q: 3 clusters Score -667664.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -667678.687500 Penalty: 4261.597168
	Iteration 16Q: 3 clusters Score -667678.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -667694.125000 Penalty: 4261.597168
	Iteration 17Q: 3 clusters Score -667694.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -667703.750000 Penalty: 4261.597168
	Iteration 18Q: 3 clusters Score -667703.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -667708.625000 Penalty: 4261.597168
	Iteration 19Q: 3 clusters Score -667708.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -667710.875000 Penalty: 4261.597168
	Iteration 20F: 3 clusters Score -667710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -667710.750000 Penalty: 4261.597168
	Iteration 21Q: 3 clusters Score -667710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -667711.500000 Penalty: 4261.597168
	Iteration 22Q: 3 clusters Score -667711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -667711.500000 Penalty: 4261.597168
	Iteration 23F: 3 clusters Score -667711.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Entering Unmasked Estep 
Score: -1784321.875000 Penalty: 2382.460938
	Iteration 0F: 2 clusters Score -1784322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1773476.750000 Penalty: 4764.921875
	Iteration 0F: 3 clusters Score -1773477 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1776844.750000 Penalty: 4764.921875
	Iteration 1F: 3 clusters Score -1776845 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1777247.125000 Penalty: 4764.921875
	Iteration 2F: 3 clusters Score -1777247 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1777552.250000 Penalty: 4764.921875
	Iteration 3F: 3 clusters Score -1777552 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1777821.125000 Penalty: 4764.921875
	Iteration 4Q: 3 clusters Score -1777821 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1778051.250000 Penalty: 4764.921875
	Iteration 5Q: 3 clusters Score -1778051 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1778285.625000 Penalty: 4764.921875
	Iteration 6Q: 3 clusters Score -1778286 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1778513.250000 Penalty: 4764.921875
	Iteration 7Q: 3 clusters Score -1778513 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1778760.750000 Penalty: 4764.921875
	Iteration 8Q: 3 clusters Score -1778761 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1778995.000000 Penalty: 4764.921875
	Iteration 9Q: 3 clusters Score -1778995 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1779213.500000 Penalty: 4764.921875
	Iteration 10Q: 3 clusters Score -1779214 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1779412.750000 Penalty: 4764.921875
	Iteration 11Q: 3 clusters Score -1779413 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1779614.375000 Penalty: 4764.921875
	Iteration 12Q: 3 clusters Score -1779614 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1779817.750000 Penalty: 4764.921875
	Iteration 13Q: 3 clusters Score -1779818 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1780025.625000 Penalty: 4764.921875
	Iteration 14Q: 3 clusters Score -1780026 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1780210.750000 Penalty: 4764.921875
	Iteration 15Q: 3 clusters Score -1780211 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1780381.250000 Penalty: 4764.921875
	Iteration 16Q: 3 clusters Score -1780381 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1780517.750000 Penalty: 4764.921875
	Iteration 17Q: 3 clusters Score -1780518 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1780656.500000 Penalty: 4764.921875
	Iteration 18Q: 3 clusters Score -1780656 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1780760.000000 Penalty: 4764.921875
	Iteration 19Q: 3 clusters Score -1780760 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1780843.000000 Penalty: 4764.921875
	Iteration 20F: 3 clusters Score -1780843 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1780904.125000 Penalty: 4764.921875
	Iteration 21Q: 3 clusters Score -1780904 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1780950.875000 Penalty: 4764.921875
	Iteration 22Q: 3 clusters Score -1780951 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1780988.000000 Penalty: 4764.921875
	Iteration 23Q: 3 clusters Score -1780988 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1781022.625000 Penalty: 4764.921875
	Iteration 24Q: 3 clusters Score -1781023 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1781056.875000 Penalty: 4764.921875
	Iteration 25Q: 3 clusters Score -1781057 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1781096.875000 Penalty: 4764.921875
	Iteration 26Q: 3 clusters Score -1781097 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1781127.875000 Penalty: 4764.921875
	Iteration 27Q: 3 clusters Score -1781128 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1781153.625000 Penalty: 4764.921875
	Iteration 28Q: 3 clusters Score -1781154 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1781185.375000 Penalty: 4764.921875
	Iteration 29Q: 3 clusters Score -1781185 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1781224.625000 Penalty: 4764.921875
	Iteration 30Q: 3 clusters Score -1781225 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1781266.250000 Penalty: 4764.921875
	Iteration 31Q: 3 clusters Score -1781266 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1781305.625000 Penalty: 4764.921875
	Iteration 32Q: 3 clusters Score -1781306 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1781342.875000 Penalty: 4764.921875
	Iteration 33Q: 3 clusters Score -1781343 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1781387.375000 Penalty: 4764.921875
	Iteration 34Q: 3 clusters Score -1781387 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1781430.750000 Penalty: 4764.921875
	Iteration 35Q: 3 clusters Score -1781431 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1781481.250000 Penalty: 4764.921875
	Iteration 36Q: 3 clusters Score -1781481 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1781519.875000 Penalty: 4764.921875
	Iteration 37Q: 3 clusters Score -1781520 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1781578.500000 Penalty: 4764.921875
	Iteration 38Q: 3 clusters Score -1781578 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1781640.375000 Penalty: 4764.921875
	Iteration 39Q: 3 clusters Score -1781640 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1781697.625000 Penalty: 4764.921875
	Iteration 40F: 3 clusters Score -1781698 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1781778.625000 Penalty: 4764.921875
	Iteration 41Q: 3 clusters Score -1781779 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1781870.875000 Penalty: 4764.921875
	Iteration 42Q: 3 clusters Score -1781871 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1781945.500000 Penalty: 4764.921875
	Iteration 43Q: 3 clusters Score -1781946 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1782042.250000 Penalty: 4764.921875
	Iteration 44Q: 3 clusters Score -1782042 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1782136.250000 Penalty: 4764.921875
	Iteration 45Q: 3 clusters Score -1782136 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1782207.250000 Penalty: 4764.921875
	Iteration 46Q: 3 clusters Score -1782207 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1782251.750000 Penalty: 4764.921875
	Iteration 47Q: 3 clusters Score -1782252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1782295.750000 Penalty: 4764.921875
	Iteration 48Q: 3 clusters Score -1782296 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1782334.500000 Penalty: 4764.921875
	Iteration 49Q: 3 clusters Score -1782334 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1782358.625000 Penalty: 4764.921875
	Iteration 50Q: 3 clusters Score -1782359 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1782372.750000 Penalty: 4764.921875
	Iteration 51Q: 3 clusters Score -1782373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1782384.000000 Penalty: 4764.921875
	Iteration 52Q: 3 clusters Score -1782384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1782400.875000 Penalty: 4764.921875
	Iteration 53Q: 3 clusters Score -1782401 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1782417.500000 Penalty: 4764.921875
	Iteration 54Q: 3 clusters Score -1782418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1782423.500000 Penalty: 4764.921875
	Iteration 55Q: 3 clusters Score -1782424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1782424.875000 Penalty: 4764.921875
	Iteration 56Q: 3 clusters Score -1782425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1782429.125000 Penalty: 4764.921875
	Iteration 57Q: 3 clusters Score -1782429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1782430.000000 Penalty: 4764.921875
	Iteration 58Q: 3 clusters Score -1782430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1782429.625000 Penalty: 4764.921875
	Iteration 59Q: 3 clusters Score -1782430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1782430.125000 Penalty: 4764.921875
	Iteration 60F: 3 clusters Score -1782430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1782427.750000 Penalty: 4764.921875
	Iteration 61Q: 3 clusters Score -1782428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1782429.000000 Penalty: 4764.921875
	Iteration 62Q: 3 clusters Score -1782429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1782428.625000 Penalty: 4764.921875
	Iteration 63Q: 3 clusters Score -1782429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1782434.000000 Penalty: 4764.921875
	Iteration 64Q: 3 clusters Score -1782434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1782434.000000 Penalty: 4764.921875
	Iteration 65Q: 3 clusters Score -1782434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1782433.125000 Penalty: 4764.921875
	Iteration 66Q: 3 clusters Score -1782433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1782433.375000 Penalty: 4764.921875
	Iteration 67Q: 3 clusters Score -1782433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1782432.625000 Penalty: 4764.921875
	Iteration 68Q: 3 clusters Score -1782433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1782431.500000 Penalty: 4764.921875
	Iteration 69Q: 3 clusters Score -1782432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1782434.875000 Penalty: 4764.921875
	Iteration 70Q: 3 clusters Score -1782435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1782434.875000 Penalty: 4764.921875
	Iteration 71F: 3 clusters Score -1782435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -341282.750000 Penalty: 1978.875977
	Iteration 0F: 2 clusters Score -341282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -338111.875000 Penalty: 3957.751953
	Iteration 0F: 3 clusters Score -338111.9 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -338852.843750 Penalty: 3957.751953
	Iteration 1F: 3 clusters Score -338852.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -339082.375000 Penalty: 3957.751953
	Iteration 2F: 3 clusters Score -339082.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -339229.781250 Penalty: 3957.751953
	Iteration 3F: 3 clusters Score -339229.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -339377.093750 Penalty: 3957.751953
	Iteration 4Q: 3 clusters Score -339377.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -339518.781250 Penalty: 3957.751953
	Iteration 5Q: 3 clusters Score -339518.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -339643.218750 Penalty: 3957.751953
	Iteration 6Q: 3 clusters Score -339643.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -339746.531250 Penalty: 3957.751953
	Iteration 7Q: 3 clusters Score -339746.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -339824.062500 Penalty: 3957.751953
	Iteration 8Q: 3 clusters Score -339824.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -339885.375000 Penalty: 3957.751953
	Iteration 9Q: 3 clusters Score -339885.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -339924.375000 Penalty: 3957.751953
	Iteration 10Q: 3 clusters Score -339924.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -339951.937500 Penalty: 3957.751953
	Iteration 11Q: 3 clusters Score -339951.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -339971.625000 Penalty: 3957.751953
	Iteration 12Q: 3 clusters Score -339971.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -339986.031250 Penalty: 3957.751953
	Iteration 13Q: 3 clusters Score -339986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -339995.750000 Penalty: 3957.751953
	Iteration 14Q: 3 clusters Score -339995.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -340003.468750 Penalty: 3957.751953
	Iteration 15Q: 3 clusters Score -340003.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -340012.718750 Penalty: 3957.751953
	Iteration 16Q: 3 clusters Score -340012.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -340017.718750 Penalty: 3957.751953
	Iteration 17Q: 3 clusters Score -340017.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -340020.093750 Penalty: 3957.751953
	Iteration 18Q: 3 clusters Score -340020.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -340022.937500 Penalty: 3957.751953
	Iteration 19Q: 3 clusters Score -340022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -340026.375000 Penalty: 3957.751953
	Iteration 20F: 3 clusters Score -340026.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -340028.843750 Penalty: 3957.751953
	Iteration 21Q: 3 clusters Score -340028.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -340031.000000 Penalty: 3957.751953
	Iteration 22Q: 3 clusters Score -340031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -340031.750000 Penalty: 3957.751953
	Iteration 23Q: 3 clusters Score -340031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -340033.250000 Penalty: 3957.751953
	Iteration 24Q: 3 clusters Score -340033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -340033.312500 Penalty: 3957.751953
	Iteration 25Q: 3 clusters Score -340033.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -340033.687500 Penalty: 3957.751953
	Iteration 26Q: 3 clusters Score -340033.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -340034.906250 Penalty: 3957.751953
	Iteration 27Q: 3 clusters Score -340034.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -340035.312500 Penalty: 3957.751953
	Iteration 28Q: 3 clusters Score -340035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -340036.000000 Penalty: 3957.751953
	Iteration 29Q: 3 clusters Score -340036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -340036.968750 Penalty: 3957.751953
	Iteration 30Q: 3 clusters Score -340037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -340037.500000 Penalty: 3957.751953
	Iteration 31Q: 3 clusters Score -340037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -340038.968750 Penalty: 3957.751953
	Iteration 32Q: 3 clusters Score -340039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -340040.000000 Penalty: 3957.751953
	Iteration 33Q: 3 clusters Score -340040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -340042.718750 Penalty: 3957.751953
	Iteration 34Q: 3 clusters Score -340042.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -340044.843750 Penalty: 3957.751953
	Iteration 35Q: 3 clusters Score -340044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -340046.937500 Penalty: 3957.751953
	Iteration 36Q: 3 clusters Score -340046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -340047.281250 Penalty: 3957.751953
	Iteration 37Q: 3 clusters Score -340047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -340049.250000 Penalty: 3957.751953
	Iteration 38Q: 3 clusters Score -340049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -340050.062500 Penalty: 3957.751953
	Iteration 39Q: 3 clusters Score -340050.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -340051.906250 Penalty: 3957.751953
	Iteration 40F: 3 clusters Score -340051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -340053.593750 Penalty: 3957.751953
	Iteration 41Q: 3 clusters Score -340053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -340054.906250 Penalty: 3957.751953
	Iteration 42Q: 3 clusters Score -340054.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -340056.312500 Penalty: 3957.751953
	Iteration 43Q: 3 clusters Score -340056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -340058.406250 Penalty: 3957.751953
	Iteration 44Q: 3 clusters Score -340058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -340058.031250 Penalty: 3957.751953
	Iteration 45Q: 3 clusters Score -340058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -340058.031250 Penalty: 3957.751953
	Iteration 46F: 3 clusters Score -340058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Entering Unmasked Estep 
Score: -502799.812500 Penalty: 2072.541992
	Iteration 0F: 2 clusters Score -502799.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -498730.250000 Penalty: 4145.083984
	Iteration 0F: 3 clusters Score -498730.2 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -499640.812500 Penalty: 4145.083984
	Iteration 1F: 3 clusters Score -499640.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -499857.937500 Penalty: 4145.083984
	Iteration 2F: 3 clusters Score -499857.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -500023.093750 Penalty: 4145.083984
	Iteration 3F: 3 clusters Score -500023.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -500139.500000 Penalty: 4145.083984
	Iteration 4Q: 3 clusters Score -500139.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -500223.437500 Penalty: 4145.083984
	Iteration 5Q: 3 clusters Score -500223.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -500303.875000 Penalty: 4145.083984
	Iteration 6Q: 3 clusters Score -500303.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -500373.250000 Penalty: 4145.083984
	Iteration 7Q: 3 clusters Score -500373.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -500451.593750 Penalty: 4145.083984
	Iteration 8Q: 3 clusters Score -500451.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -500524.000000 Penalty: 4145.083984
	Iteration 9Q: 3 clusters Score -500524 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -500599.718750 Penalty: 4145.083984
	Iteration 10Q: 3 clusters Score -500599.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -500677.843750 Penalty: 4145.083984
	Iteration 11Q: 3 clusters Score -500677.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -500772.218750 Penalty: 4145.083984
	Iteration 12Q: 3 clusters Score -500772.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -500878.375000 Penalty: 4145.083984
	Iteration 13Q: 3 clusters Score -500878.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -501003.156250 Penalty: 4145.083984
	Iteration 14Q: 3 clusters Score -501003.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -501147.875000 Penalty: 4145.083984
	Iteration 15Q: 3 clusters Score -501147.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -501278.750000 Penalty: 4145.083984
	Iteration 16Q: 3 clusters Score -501278.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -501387.500000 Penalty: 4145.083984
	Iteration 17Q: 3 clusters Score -501387.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -501511.718750 Penalty: 4145.083984
	Iteration 18Q: 3 clusters Score -501511.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -501634.218750 Penalty: 4145.083984
	Iteration 19Q: 3 clusters Score -501634.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -501737.593750 Penalty: 4145.083984
	Iteration 20F: 3 clusters Score -501737.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -501854.500000 Penalty: 4145.083984
	Iteration 21Q: 3 clusters Score -501854.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -501983.250000 Penalty: 4145.083984
	Iteration 22Q: 3 clusters Score -501983.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -502062.218750 Penalty: 4145.083984
	Iteration 23Q: 3 clusters Score -502062.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -502120.250000 Penalty: 4145.083984
	Iteration 24Q: 3 clusters Score -502120.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -502151.562500 Penalty: 4145.083984
	Iteration 25Q: 3 clusters Score -502151.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -502173.437500 Penalty: 4145.083984
	Iteration 26Q: 3 clusters Score -502173.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -502189.906250 Penalty: 4145.083984
	Iteration 27Q: 3 clusters Score -502189.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -502199.687500 Penalty: 4145.083984
	Iteration 28Q: 3 clusters Score -502199.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -502205.093750 Penalty: 4145.083984
	Iteration 29Q: 3 clusters Score -502205.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -502208.343750 Penalty: 4145.083984
	Iteration 30Q: 3 clusters Score -502208.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -502211.468750 Penalty: 4145.083984
	Iteration 31Q: 3 clusters Score -502211.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -502214.281250 Penalty: 4145.083984
	Iteration 32Q: 3 clusters Score -502214.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -502218.718750 Penalty: 4145.083984
	Iteration 33Q: 3 clusters Score -502218.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -502225.281250 Penalty: 4145.083984
	Iteration 34Q: 3 clusters Score -502225.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -502227.000000 Penalty: 4145.083984
	Iteration 35Q: 3 clusters Score -502227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -502229.843750 Penalty: 4145.083984
	Iteration 36Q: 3 clusters Score -502229.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -502234.000000 Penalty: 4145.083984
	Iteration 37Q: 3 clusters Score -502234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -502239.781250 Penalty: 4145.083984
	Iteration 38Q: 3 clusters Score -502239.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -502242.500000 Penalty: 4145.083984
	Iteration 39Q: 3 clusters Score -502242.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -502247.281250 Penalty: 4145.083984
	Iteration 40F: 3 clusters Score -502247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -502251.156250 Penalty: 4145.083984
	Iteration 41Q: 3 clusters Score -502251.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -502254.218750 Penalty: 4145.083984
	Iteration 42Q: 3 clusters Score -502254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -502258.218750 Penalty: 4145.083984
	Iteration 43Q: 3 clusters Score -502258.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -502263.281250 Penalty: 4145.083984
	Iteration 44Q: 3 clusters Score -502263.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -502268.656250 Penalty: 4145.083984
	Iteration 45Q: 3 clusters Score -502268.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -502269.843750 Penalty: 4145.083984
	Iteration 46Q: 3 clusters Score -502269.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -502272.968750 Penalty: 4145.083984
	Iteration 47Q: 3 clusters Score -502273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -502277.312500 Penalty: 4145.083984
	Iteration 48Q: 3 clusters Score -502277.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -502280.093750 Penalty: 4145.083984
	Iteration 49Q: 3 clusters Score -502280.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -502284.062500 Penalty: 4145.083984
	Iteration 50Q: 3 clusters Score -502284.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -502287.718750 Penalty: 4145.083984
	Iteration 51Q: 3 clusters Score -502287.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -502290.593750 Penalty: 4145.083984
	Iteration 52Q: 3 clusters Score -502290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -502290.468750 Penalty: 4145.083984
	Iteration 53Q: 3 clusters Score -502290.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -502293.593750 Penalty: 4145.083984
	Iteration 54Q: 3 clusters Score -502293.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -502293.937500 Penalty: 4145.083984
	Iteration 55Q: 3 clusters Score -502293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -502296.281250 Penalty: 4145.083984
	Iteration 56Q: 3 clusters Score -502296.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -502297.937500 Penalty: 4145.083984
	Iteration 57Q: 3 clusters Score -502297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -502298.187500 Penalty: 4145.083984
	Iteration 58Q: 3 clusters Score -502298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -502298.593750 Penalty: 4145.083984
	Iteration 59Q: 3 clusters Score -502298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -502298.593750 Penalty: 4145.083984
	Iteration 60F: 3 clusters Score -502298.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Entering Unmasked Estep 
Score: -478651.437500 Penalty: 2052.924316
	Iteration 0F: 2 clusters Score -478651.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -474754.281250 Penalty: 4105.848633
	Iteration 0F: 3 clusters Score -474754.3 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -475621.468750 Penalty: 4105.848633
	Iteration 1F: 3 clusters Score -475621.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -475853.062500 Penalty: 4105.848633
	Iteration 2F: 3 clusters Score -475853.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -476019.187500 Penalty: 4105.848633
	Iteration 3F: 3 clusters Score -476019.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -476127.937500 Penalty: 4105.848633
	Iteration 4Q: 3 clusters Score -476127.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -476194.625000 Penalty: 4105.848633
	Iteration 5Q: 3 clusters Score -476194.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -476263.656250 Penalty: 4105.848633
	Iteration 6Q: 3 clusters Score -476263.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -476339.156250 Penalty: 4105.848633
	Iteration 7Q: 3 clusters Score -476339.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -476397.531250 Penalty: 4105.848633
	Iteration 8Q: 3 clusters Score -476397.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -476447.093750 Penalty: 4105.848633
	Iteration 9Q: 3 clusters Score -476447.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -476492.500000 Penalty: 4105.848633
	Iteration 10Q: 3 clusters Score -476492.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -476540.062500 Penalty: 4105.848633
	Iteration 11Q: 3 clusters Score -476540.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -476604.968750 Penalty: 4105.848633
	Iteration 12Q: 3 clusters Score -476605 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -476655.562500 Penalty: 4105.848633
	Iteration 13Q: 3 clusters Score -476655.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -476695.187500 Penalty: 4105.848633
	Iteration 14Q: 3 clusters Score -476695.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -476722.781250 Penalty: 4105.848633
	Iteration 15Q: 3 clusters Score -476722.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -476739.093750 Penalty: 4105.848633
	Iteration 16Q: 3 clusters Score -476739.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -476753.750000 Penalty: 4105.848633
	Iteration 17Q: 3 clusters Score -476753.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -476773.156250 Penalty: 4105.848633
	Iteration 18Q: 3 clusters Score -476773.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -476793.781250 Penalty: 4105.848633
	Iteration 19Q: 3 clusters Score -476793.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -476805.687500 Penalty: 4105.848633
	Iteration 20F: 3 clusters Score -476805.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -476817.812500 Penalty: 4105.848633
	Iteration 21Q: 3 clusters Score -476817.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -476832.281250 Penalty: 4105.848633
	Iteration 22Q: 3 clusters Score -476832.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -476845.687500 Penalty: 4105.848633
	Iteration 23Q: 3 clusters Score -476845.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -476858.406250 Penalty: 4105.848633
	Iteration 24Q: 3 clusters Score -476858.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -476865.750000 Penalty: 4105.848633
	Iteration 25Q: 3 clusters Score -476865.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -476875.125000 Penalty: 4105.848633
	Iteration 26Q: 3 clusters Score -476875.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -476880.750000 Penalty: 4105.848633
	Iteration 27Q: 3 clusters Score -476880.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -476888.968750 Penalty: 4105.848633
	Iteration 28Q: 3 clusters Score -476889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -476895.250000 Penalty: 4105.848633
	Iteration 29Q: 3 clusters Score -476895.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -476900.500000 Penalty: 4105.848633
	Iteration 30Q: 3 clusters Score -476900.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -476904.875000 Penalty: 4105.848633
	Iteration 31Q: 3 clusters Score -476904.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -476907.031250 Penalty: 4105.848633
	Iteration 32Q: 3 clusters Score -476907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -476907.968750 Penalty: 4105.848633
	Iteration 33Q: 3 clusters Score -476908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -476911.062500 Penalty: 4105.848633
	Iteration 34Q: 3 clusters Score -476911.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -476912.218750 Penalty: 4105.848633
	Iteration 35Q: 3 clusters Score -476912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -476914.218750 Penalty: 4105.848633
	Iteration 36Q: 3 clusters Score -476914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -476916.312500 Penalty: 4105.848633
	Iteration 37Q: 3 clusters Score -476916.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -476916.906250 Penalty: 4105.848633
	Iteration 38Q: 3 clusters Score -476916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -476918.281250 Penalty: 4105.848633
	Iteration 39Q: 3 clusters Score -476918.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -476918.281250 Penalty: 4105.848633
	Iteration 40F: 3 clusters Score -476918.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -476918.062500 Penalty: 4105.848633
	Iteration 41Q: 3 clusters Score -476918.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -476920.593750 Penalty: 4105.848633
	Iteration 42Q: 3 clusters Score -476920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -476921.687500 Penalty: 4105.848633
	Iteration 43Q: 3 clusters Score -476921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -476922.406250 Penalty: 4105.848633
	Iteration 44Q: 3 clusters Score -476922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -476924.281250 Penalty: 4105.848633
	Iteration 45Q: 3 clusters Score -476924.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -476925.125000 Penalty: 4105.848633
	Iteration 46Q: 3 clusters Score -476925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -476926.156250 Penalty: 4105.848633
	Iteration 47Q: 3 clusters Score -476926.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -476926.156250 Penalty: 4105.848633
	Iteration 48F: 3 clusters Score -476926.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (94200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94200 members 
Entering Unmasked Estep 
Score: -11448755.000000 Penalty: 2840.387451
	Iteration 0F: 2 clusters Score -1.144876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -11385808.000000 Penalty: 5680.774902
	Iteration 0F: 3 clusters Score -1.138581e+07 nChanged 44692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -11411582.000000 Penalty: 5680.774902
	Iteration 1F: 3 clusters Score -1.141158e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -11412617.000000 Penalty: 5680.774902
	Iteration 2Q: 3 clusters Score -1.141262e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -11414071.000000 Penalty: 5680.774902
	Iteration 3Q: 3 clusters Score -1.141407e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -11415845.000000 Penalty: 5680.774902
	Iteration 4Q: 3 clusters Score -1.141584e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -11418656.000000 Penalty: 5680.774902
	Iteration 5F: 3 clusters Score -1.141866e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -11422736.000000 Penalty: 5680.774902
	Iteration 6F: 3 clusters Score -1.142274e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 72580 members 
Entering Unmasked Estep 
Score: -11427977.000000 Penalty: 5680.774902
	Iteration 7F: 3 clusters Score -1.142798e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -11433529.000000 Penalty: 5680.774902
	Iteration 8F: 3 clusters Score -1.143353e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 84662 members 
Entering Unmasked Estep 
Score: -11438318.000000 Penalty: 5680.774902
	Iteration 9F: 3 clusters Score -1.143832e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 88591 members 
Entering Unmasked Estep 
Score: -11441936.000000 Penalty: 5680.774902
	Iteration 10Q: 3 clusters Score -1.144194e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -11444137.000000 Penalty: 5680.774902
	Iteration 11Q: 3 clusters Score -1.144414e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 92317 members 
Entering Unmasked Estep 
Score: -11445268.000000 Penalty: 5680.774902
	Iteration 12Q: 3 clusters Score -1.144527e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 92956 members 
Entering Unmasked Estep 
Score: -11445753.000000 Penalty: 5680.774902
	Iteration 13Q: 3 clusters Score -1.144575e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 93250 members 
Entering Unmasked Estep 
Score: -11446043.000000 Penalty: 5680.774902
	Iteration 14Q: 3 clusters Score -1.144604e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -11446146.000000 Penalty: 5680.774902
	Iteration 15Q: 3 clusters Score -1.144615e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -11446260.000000 Penalty: 5680.774902
	Iteration 16Q: 3 clusters Score -1.144626e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 93523 members 
Entering Unmasked Estep 
Score: -11446317.000000 Penalty: 5680.774902
	Iteration 17Q: 3 clusters Score -1.144632e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -11446350.000000 Penalty: 5680.774902
	Iteration 18Q: 3 clusters Score -1.144635e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 93587 members 
Entering Unmasked Estep 
Score: -11446356.000000 Penalty: 5680.774902
	Iteration 19Q: 3 clusters Score -1.144636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -11446387.000000 Penalty: 5680.774902
	Iteration 20F: 3 clusters Score -1.144639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -11446387.000000 Penalty: 5680.774902
	Iteration 21Q: 3 clusters Score -1.144639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 93638 members 
Entering Unmasked Estep 
Score: -11446399.000000 Penalty: 5680.774902
	Iteration 22Q: 3 clusters Score -1.14464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 93650 members 
Entering Unmasked Estep 
Score: -11446413.000000 Penalty: 5680.774902
	Iteration 23Q: 3 clusters Score -1.144641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -11446417.000000 Penalty: 5680.774902
	Iteration 24Q: 3 clusters Score -1.144642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -11446419.000000 Penalty: 5680.774902
	Iteration 25Q: 3 clusters Score -1.144642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -11446441.000000 Penalty: 5680.774902
	Iteration 26Q: 3 clusters Score -1.144644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -11446428.000000 Penalty: 5680.774902
	Iteration 27Q: 3 clusters Score -1.144643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -11446438.000000 Penalty: 5680.774902
	Iteration 28Q: 3 clusters Score -1.144644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -11446448.000000 Penalty: 5680.774902
	Iteration 29Q: 3 clusters Score -1.144645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 93664 members 
Entering Unmasked Estep 
Score: -11446451.000000 Penalty: 5680.774902
	Iteration 30Q: 3 clusters Score -1.144645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 93669 members 
Entering Unmasked Estep 
Score: -11446464.000000 Penalty: 5680.774902
	Iteration 31Q: 3 clusters Score -1.144646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 93672 members 
Entering Unmasked Estep 
Score: -11446482.000000 Penalty: 5680.774902
	Iteration 32Q: 3 clusters Score -1.144648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -11446478.000000 Penalty: 5680.774902
	Iteration 33Q: 3 clusters Score -1.144648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -11446481.000000 Penalty: 5680.774902
	Iteration 34Q: 3 clusters Score -1.144648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -11446481.000000 Penalty: 5680.774902
	Iteration 35F: 3 clusters Score -1.144648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Entering Unmasked Estep 
Score: -2093455.000000 Penalty: 2413.311768
	Iteration 0F: 2 clusters Score -2093455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2081478.375000 Penalty: 4826.623535
	Iteration 0F: 3 clusters Score -2081478 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2085279.125000 Penalty: 4826.623535
	Iteration 1F: 3 clusters Score -2085279 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2085677.250000 Penalty: 4826.623535
	Iteration 2F: 3 clusters Score -2085677 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2085996.875000 Penalty: 4826.623535
	Iteration 3Q: 3 clusters Score -2085997 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2086278.875000 Penalty: 4826.623535
	Iteration 4Q: 3 clusters Score -2086279 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2086533.875000 Penalty: 4826.623535
	Iteration 5Q: 3 clusters Score -2086534 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2086802.750000 Penalty: 4826.623535
	Iteration 6Q: 3 clusters Score -2086803 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2087081.375000 Penalty: 4826.623535
	Iteration 7Q: 3 clusters Score -2087081 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2087365.375000 Penalty: 4826.623535
	Iteration 8Q: 3 clusters Score -2087365 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2087621.250000 Penalty: 4826.623535
	Iteration 9Q: 3 clusters Score -2087621 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2087866.625000 Penalty: 4826.623535
	Iteration 10Q: 3 clusters Score -2087867 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2088116.500000 Penalty: 4826.623535
	Iteration 11Q: 3 clusters Score -2088116 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2088406.125000 Penalty: 4826.623535
	Iteration 12Q: 3 clusters Score -2088406 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2088694.625000 Penalty: 4826.623535
	Iteration 13Q: 3 clusters Score -2088695 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2089000.875000 Penalty: 4826.623535
	Iteration 14Q: 3 clusters Score -2089001 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2089272.875000 Penalty: 4826.623535
	Iteration 15Q: 3 clusters Score -2089273 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2089516.625000 Penalty: 4826.623535
	Iteration 16Q: 3 clusters Score -2089517 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2089695.875000 Penalty: 4826.623535
	Iteration 17Q: 3 clusters Score -2089696 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2089839.250000 Penalty: 4826.623535
	Iteration 18Q: 3 clusters Score -2089839 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2089956.000000 Penalty: 4826.623535
	Iteration 19Q: 3 clusters Score -2089956 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2090048.250000 Penalty: 4826.623535
	Iteration 20F: 3 clusters Score -2090048 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2090137.375000 Penalty: 4826.623535
	Iteration 21Q: 3 clusters Score -2090137 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2090223.250000 Penalty: 4826.623535
	Iteration 22Q: 3 clusters Score -2090223 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2090307.000000 Penalty: 4826.623535
	Iteration 23Q: 3 clusters Score -2090307 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2090389.250000 Penalty: 4826.623535
	Iteration 24Q: 3 clusters Score -2090389 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2090449.750000 Penalty: 4826.623535
	Iteration 25Q: 3 clusters Score -2090450 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2090518.375000 Penalty: 4826.623535
	Iteration 26Q: 3 clusters Score -2090518 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2090587.375000 Penalty: 4826.623535
	Iteration 27Q: 3 clusters Score -2090587 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2090647.250000 Penalty: 4826.623535
	Iteration 28Q: 3 clusters Score -2090647 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2090697.750000 Penalty: 4826.623535
	Iteration 29Q: 3 clusters Score -2090698 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2090737.625000 Penalty: 4826.623535
	Iteration 30Q: 3 clusters Score -2090738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2090771.625000 Penalty: 4826.623535
	Iteration 31Q: 3 clusters Score -2090772 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2090804.625000 Penalty: 4826.623535
	Iteration 32Q: 3 clusters Score -2090805 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2090848.125000 Penalty: 4826.623535
	Iteration 33Q: 3 clusters Score -2090848 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2090875.125000 Penalty: 4826.623535
	Iteration 34Q: 3 clusters Score -2090875 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2090906.000000 Penalty: 4826.623535
	Iteration 35Q: 3 clusters Score -2090906 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2090933.625000 Penalty: 4826.623535
	Iteration 36Q: 3 clusters Score -2090934 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2090963.125000 Penalty: 4826.623535
	Iteration 37Q: 3 clusters Score -2090963 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2090982.000000 Penalty: 4826.623535
	Iteration 38Q: 3 clusters Score -2090982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2090998.250000 Penalty: 4826.623535
	Iteration 39Q: 3 clusters Score -2090998 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2091018.125000 Penalty: 4826.623535
	Iteration 40F: 3 clusters Score -2091018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2091044.750000 Penalty: 4826.623535
	Iteration 41Q: 3 clusters Score -2091045 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2091066.125000 Penalty: 4826.623535
	Iteration 42Q: 3 clusters Score -2091066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2091081.750000 Penalty: 4826.623535
	Iteration 43Q: 3 clusters Score -2091082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2091100.625000 Penalty: 4826.623535
	Iteration 44Q: 3 clusters Score -2091101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2091114.125000 Penalty: 4826.623535
	Iteration 45Q: 3 clusters Score -2091114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2091132.500000 Penalty: 4826.623535
	Iteration 46Q: 3 clusters Score -2091132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2091139.125000 Penalty: 4826.623535
	Iteration 47Q: 3 clusters Score -2091139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2091164.625000 Penalty: 4826.623535
	Iteration 48Q: 3 clusters Score -2091165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2091186.875000 Penalty: 4826.623535
	Iteration 49Q: 3 clusters Score -2091187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2091202.875000 Penalty: 4826.623535
	Iteration 50Q: 3 clusters Score -2091203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2091219.500000 Penalty: 4826.623535
	Iteration 51Q: 3 clusters Score -2091220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2091230.750000 Penalty: 4826.623535
	Iteration 52Q: 3 clusters Score -2091231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2091243.125000 Penalty: 4826.623535
	Iteration 53Q: 3 clusters Score -2091243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2091253.875000 Penalty: 4826.623535
	Iteration 54Q: 3 clusters Score -2091254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2091266.250000 Penalty: 4826.623535
	Iteration 55Q: 3 clusters Score -2091266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2091278.750000 Penalty: 4826.623535
	Iteration 56Q: 3 clusters Score -2091279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2091294.500000 Penalty: 4826.623535
	Iteration 57Q: 3 clusters Score -2091294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2091302.625000 Penalty: 4826.623535
	Iteration 58Q: 3 clusters Score -2091303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2091307.625000 Penalty: 4826.623535
	Iteration 59Q: 3 clusters Score -2091308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2091309.750000 Penalty: 4826.623535
	Iteration 60F: 3 clusters Score -2091310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2091314.375000 Penalty: 4826.623535
	Iteration 61Q: 3 clusters Score -2091314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2091317.500000 Penalty: 4826.623535
	Iteration 62Q: 3 clusters Score -2091318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2091325.750000 Penalty: 4826.623535
	Iteration 63Q: 3 clusters Score -2091326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2091328.000000 Penalty: 4826.623535
	Iteration 64Q: 3 clusters Score -2091328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2091329.125000 Penalty: 4826.623535
	Iteration 65Q: 3 clusters Score -2091329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2091333.625000 Penalty: 4826.623535
	Iteration 66Q: 3 clusters Score -2091334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2091340.000000 Penalty: 4826.623535
	Iteration 67Q: 3 clusters Score -2091340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2091342.625000 Penalty: 4826.623535
	Iteration 68Q: 3 clusters Score -2091343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2091348.250000 Penalty: 4826.623535
	Iteration 69Q: 3 clusters Score -2091348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2091353.000000 Penalty: 4826.623535
	Iteration 70Q: 3 clusters Score -2091353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2091362.375000 Penalty: 4826.623535
	Iteration 71Q: 3 clusters Score -2091362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2091369.000000 Penalty: 4826.623535
	Iteration 72Q: 3 clusters Score -2091369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2091374.250000 Penalty: 4826.623535
	Iteration 73Q: 3 clusters Score -2091374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2091383.125000 Penalty: 4826.623535
	Iteration 74Q: 3 clusters Score -2091383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2091383.875000 Penalty: 4826.623535
	Iteration 75Q: 3 clusters Score -2091384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2091389.125000 Penalty: 4826.623535
	Iteration 76Q: 3 clusters Score -2091389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2091388.750000 Penalty: 4826.623535
	Iteration 77Q: 3 clusters Score -2091389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2091390.125000 Penalty: 4826.623535
	Iteration 78Q: 3 clusters Score -2091390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2091396.750000 Penalty: 4826.623535
	Iteration 79Q: 3 clusters Score -2091397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2091400.625000 Penalty: 4826.623535
	Iteration 80F: 3 clusters Score -2091401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2091407.500000 Penalty: 4826.623535
	Iteration 81Q: 3 clusters Score -2091408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2091408.625000 Penalty: 4826.623535
	Iteration 82Q: 3 clusters Score -2091409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2091407.625000 Penalty: 4826.623535
	Iteration 83Q: 3 clusters Score -2091408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2091408.375000 Penalty: 4826.623535
	Iteration 84Q: 3 clusters Score -2091408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2091409.000000 Penalty: 4826.623535
	Iteration 85Q: 3 clusters Score -2091409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2091408.125000 Penalty: 4826.623535
	Iteration 86Q: 3 clusters Score -2091408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2091406.500000 Penalty: 4826.623535
	Iteration 87Q: 3 clusters Score -2091406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2091406.500000 Penalty: 4826.623535
	Iteration 88F: 3 clusters Score -2091406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Entering Unmasked Estep 
Score: -167886.765625 Penalty: 1851.624390
	Iteration 0F: 2 clusters Score -167886.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -165551.218750 Penalty: 3703.248779
	Iteration 0F: 3 clusters Score -165551.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -166296.515625 Penalty: 3703.248779
	Iteration 1F: 3 clusters Score -166296.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -166888.671875 Penalty: 3703.248779
	Iteration 2F: 3 clusters Score -166888.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -167384.921875 Penalty: 3703.248779
	Iteration 3F: 3 clusters Score -167384.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -167608.125000 Penalty: 3703.248779
	Iteration 4F: 3 clusters Score -167608.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -167736.640625 Penalty: 3703.248779
	Iteration 5Q: 3 clusters Score -167736.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -167809.921875 Penalty: 3703.248779
	Iteration 6Q: 3 clusters Score -167809.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -167853.109375 Penalty: 3703.248779
	Iteration 7Q: 3 clusters Score -167853.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -167878.609375 Penalty: 3703.248779
	Iteration 8Q: 3 clusters Score -167878.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -167897.593750 Penalty: 3703.248779
	Iteration 9Q: 3 clusters Score -167897.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -167905.765625 Penalty: 3703.248779
	Iteration 10Q: 3 clusters Score -167905.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -167916.187500 Penalty: 3703.248779
	Iteration 11Q: 3 clusters Score -167916.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -167927.687500 Penalty: 3703.248779
	Iteration 12Q: 3 clusters Score -167927.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -167928.562500 Penalty: 3703.248779
	Iteration 13Q: 3 clusters Score -167928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -167928.562500 Penalty: 3703.248779
	Iteration 14F: 3 clusters Score -167928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44633 members 
Mstep: Class 4 contains 22600 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136516 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8633 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15843 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5388 members 
Mstep: Class 18 contains 14864 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94200 members 
Mstep: Class 23 contains 16833 members 
Mstep: Class 24 contains 1142 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7687 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 17188 members 
Mstep: Class 29 contains 23626 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17954 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69829 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16747 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1450 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91383 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228886 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 6011 members 
Mstep: Class 61 contains 9729 members 
Mstep: Class 62 contains 1974 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 7214 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6355 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3792 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3988 members 
Mstep: Class 76 contains 10652 members 
Mstep: Class 77 contains 606 members 
Mstep: Class 78 contains 5245 members 
Mstep: Class 79 contains 21104 members 
Mstep: Class 80 contains 33146 members 
Mstep: Class 81 contains 2308 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
Score: -154538432.000000 Penalty: 286492.562500
Splitting cluster 24 changes total score from -154540352.000000 to -154538432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (92449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92449 members 
Entering Unmasked Estep 
Score: -11322717.000000 Penalty: 2835.734131
	Iteration 0F: 2 clusters Score -1.132272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -11260866.000000 Penalty: 5671.468262
	Iteration 0F: 3 clusters Score -1.126087e+07 nChanged 43727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -11285671.000000 Penalty: 5671.468262
	Iteration 1F: 3 clusters Score -1.128567e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -11286627.000000 Penalty: 5671.468262
	Iteration 2Q: 3 clusters Score -1.128663e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -11287804.000000 Penalty: 5671.468262
	Iteration 3Q: 3 clusters Score -1.12878e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -11289722.000000 Penalty: 5671.468262
	Iteration 4Q: 3 clusters Score -1.128972e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -11293238.000000 Penalty: 5671.468262
	Iteration 5F: 3 clusters Score -1.129324e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -11299642.000000 Penalty: 5671.468262
	Iteration 6F: 3 clusters Score -1.129964e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78995 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -11307863.000000 Penalty: 5671.468262
	Iteration 7F: 3 clusters Score -1.130786e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85515 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -11314251.000000 Penalty: 5671.468262
	Iteration 8F: 3 clusters Score -1.131425e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -11317677.000000 Penalty: 5671.468262
	Iteration 9Q: 3 clusters Score -1.131768e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -11319111.000000 Penalty: 5671.468262
	Iteration 10Q: 3 clusters Score -1.131911e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91278 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11319740.000000 Penalty: 5671.468262
	Iteration 11Q: 3 clusters Score -1.131974e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11320043.000000 Penalty: 5671.468262
	Iteration 12Q: 3 clusters Score -1.132004e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91671 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -11320185.000000 Penalty: 5671.468262
	Iteration 13Q: 3 clusters Score -1.132018e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11320272.000000 Penalty: 5671.468262
	Iteration 14Q: 3 clusters Score -1.132027e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91786 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11320350.000000 Penalty: 5671.468262
	Iteration 15Q: 3 clusters Score -1.132035e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91804 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -11320391.000000 Penalty: 5671.468262
	Iteration 16Q: 3 clusters Score -1.132039e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91817 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -11320422.000000 Penalty: 5671.468262
	Iteration 17Q: 3 clusters Score -1.132042e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91828 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11320446.000000 Penalty: 5671.468262
	Iteration 18Q: 3 clusters Score -1.132045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11320453.000000 Penalty: 5671.468262
	Iteration 19Q: 3 clusters Score -1.132045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91850 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -11320452.000000 Penalty: 5671.468262
	Iteration 20F: 3 clusters Score -1.132045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91852 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11320454.000000 Penalty: 5671.468262
	Iteration 21Q: 3 clusters Score -1.132045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11320476.000000 Penalty: 5671.468262
	Iteration 22Q: 3 clusters Score -1.132048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11320475.000000 Penalty: 5671.468262
	Iteration 23Q: 3 clusters Score -1.132048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91852 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11320483.000000 Penalty: 5671.468262
	Iteration 24Q: 3 clusters Score -1.132048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -11320502.000000 Penalty: 5671.468262
	Iteration 25Q: 3 clusters Score -1.13205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -11320502.000000 Penalty: 5671.468262
	Iteration 26Q: 3 clusters Score -1.13205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -11320521.000000 Penalty: 5671.468262
	Iteration 27Q: 3 clusters Score -1.132052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11320521.000000 Penalty: 5671.468262
	Iteration 28Q: 3 clusters Score -1.132052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11320528.000000 Penalty: 5671.468262
	Iteration 29Q: 3 clusters Score -1.132053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11320531.000000 Penalty: 5671.468262
	Iteration 30Q: 3 clusters Score -1.132053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11320530.000000 Penalty: 5671.468262
	Iteration 31Q: 3 clusters Score -1.132053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -11320534.000000 Penalty: 5671.468262
	Iteration 32Q: 3 clusters Score -1.132053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11320533.000000 Penalty: 5671.468262
	Iteration 33Q: 3 clusters Score -1.132053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11320541.000000 Penalty: 5671.468262
	Iteration 34Q: 3 clusters Score -1.132054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11320541.000000 Penalty: 5671.468262
	Iteration 35F: 3 clusters Score -1.132054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Entering Unmasked Estep 
Score: -1222657.000000 Penalty: 2218.926758
	Iteration 0F: 2 clusters Score -1222657 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 3868 members 
Entering Unmasked Estep 
Score: -1216463.375000 Penalty: 4437.853516
	Iteration 0F: 3 clusters Score -1216463 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1218301.125000 Penalty: 4437.853516
	Iteration 1F: 3 clusters Score -1218301 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1218879.500000 Penalty: 4437.853516
	Iteration 2F: 3 clusters Score -1218880 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1219515.500000 Penalty: 4437.853516
	Iteration 3F: 3 clusters Score -1219516 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1220078.625000 Penalty: 4437.853516
	Iteration 4F: 3 clusters Score -1220079 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1220525.000000 Penalty: 4437.853516
	Iteration 5F: 3 clusters Score -1220525 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1220850.375000 Penalty: 4437.853516
	Iteration 6F: 3 clusters Score -1220850 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1221140.875000 Penalty: 4437.853516
	Iteration 7Q: 3 clusters Score -1221141 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1221378.875000 Penalty: 4437.853516
	Iteration 8Q: 3 clusters Score -1221379 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1221570.625000 Penalty: 4437.853516
	Iteration 9Q: 3 clusters Score -1221571 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1221722.125000 Penalty: 4437.853516
	Iteration 10Q: 3 clusters Score -1221722 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1221809.875000 Penalty: 4437.853516
	Iteration 11Q: 3 clusters Score -1221810 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1221871.000000 Penalty: 4437.853516
	Iteration 12Q: 3 clusters Score -1221871 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1221923.875000 Penalty: 4437.853516
	Iteration 13Q: 3 clusters Score -1221924 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1221966.250000 Penalty: 4437.853516
	Iteration 14Q: 3 clusters Score -1221966 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1222004.125000 Penalty: 4437.853516
	Iteration 15Q: 3 clusters Score -1222004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1222042.500000 Penalty: 4437.853516
	Iteration 16Q: 3 clusters Score -1222042 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1222081.000000 Penalty: 4437.853516
	Iteration 17Q: 3 clusters Score -1222081 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1222121.500000 Penalty: 4437.853516
	Iteration 18Q: 3 clusters Score -1222122 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1222157.750000 Penalty: 4437.853516
	Iteration 19Q: 3 clusters Score -1222158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1222200.250000 Penalty: 4437.853516
	Iteration 20F: 3 clusters Score -1222200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1222230.125000 Penalty: 4437.853516
	Iteration 21Q: 3 clusters Score -1222230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1222250.125000 Penalty: 4437.853516
	Iteration 22Q: 3 clusters Score -1222250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1222264.125000 Penalty: 4437.853516
	Iteration 23Q: 3 clusters Score -1222264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1222270.250000 Penalty: 4437.853516
	Iteration 24Q: 3 clusters Score -1222270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1222275.875000 Penalty: 4437.853516
	Iteration 25Q: 3 clusters Score -1222276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1222279.750000 Penalty: 4437.853516
	Iteration 26Q: 3 clusters Score -1222280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1222281.375000 Penalty: 4437.853516
	Iteration 27Q: 3 clusters Score -1222281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1222289.250000 Penalty: 4437.853516
	Iteration 28Q: 3 clusters Score -1222289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1222293.750000 Penalty: 4437.853516
	Iteration 29Q: 3 clusters Score -1222294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1222292.500000 Penalty: 4437.853516
	Iteration 30Q: 3 clusters Score -1222292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1222296.125000 Penalty: 4437.853516
	Iteration 31Q: 3 clusters Score -1222296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1222296.250000 Penalty: 4437.853516
	Iteration 32Q: 3 clusters Score -1222296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1222298.625000 Penalty: 4437.853516
	Iteration 33Q: 3 clusters Score -1222299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1222298.250000 Penalty: 4437.853516
	Iteration 34Q: 3 clusters Score -1222298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1222302.000000 Penalty: 4437.853516
	Iteration 35Q: 3 clusters Score -1222302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1222296.625000 Penalty: 4437.853516
	Iteration 36Q: 3 clusters Score -1222297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1222296.625000 Penalty: 4437.853516
	Iteration 37F: 3 clusters Score -1222297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -190623.437500 Penalty: 1862.315063
	Iteration 0F: 2 clusters Score -190623.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -188141.218750 Penalty: 3724.630127
	Iteration 0F: 3 clusters Score -188141.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -188568.500000 Penalty: 3724.630127
	Iteration 1F: 3 clusters Score -188568.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -188680.171875 Penalty: 3724.630127
	Iteration 2F: 3 clusters Score -188680.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188739.093750 Penalty: 3724.630127
	Iteration 3Q: 3 clusters Score -188739.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188776.546875 Penalty: 3724.630127
	Iteration 4Q: 3 clusters Score -188776.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -188807.828125 Penalty: 3724.630127
	Iteration 5Q: 3 clusters Score -188807.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -188831.453125 Penalty: 3724.630127
	Iteration 6Q: 3 clusters Score -188831.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -188849.687500 Penalty: 3724.630127
	Iteration 7Q: 3 clusters Score -188849.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -188864.343750 Penalty: 3724.630127
	Iteration 8Q: 3 clusters Score -188864.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -188878.234375 Penalty: 3724.630127
	Iteration 9Q: 3 clusters Score -188878.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -188894.203125 Penalty: 3724.630127
	Iteration 10Q: 3 clusters Score -188894.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -188912.031250 Penalty: 3724.630127
	Iteration 11Q: 3 clusters Score -188912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -188929.109375 Penalty: 3724.630127
	Iteration 12Q: 3 clusters Score -188929.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -188947.546875 Penalty: 3724.630127
	Iteration 13Q: 3 clusters Score -188947.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -188957.109375 Penalty: 3724.630127
	Iteration 14Q: 3 clusters Score -188957.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -188973.718750 Penalty: 3724.630127
	Iteration 15Q: 3 clusters Score -188973.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -188990.406250 Penalty: 3724.630127
	Iteration 16Q: 3 clusters Score -188990.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -188997.171875 Penalty: 3724.630127
	Iteration 17Q: 3 clusters Score -188997.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -189000.921875 Penalty: 3724.630127
	Iteration 18Q: 3 clusters Score -189000.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -189006.015625 Penalty: 3724.630127
	Iteration 19Q: 3 clusters Score -189006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -189009.234375 Penalty: 3724.630127
	Iteration 20F: 3 clusters Score -189009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -189015.640625 Penalty: 3724.630127
	Iteration 21Q: 3 clusters Score -189015.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -189023.312500 Penalty: 3724.630127
	Iteration 22Q: 3 clusters Score -189023.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -189028.390625 Penalty: 3724.630127
	Iteration 23Q: 3 clusters Score -189028.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -189032.312500 Penalty: 3724.630127
	Iteration 24Q: 3 clusters Score -189032.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -189041.046875 Penalty: 3724.630127
	Iteration 25Q: 3 clusters Score -189041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -189050.312500 Penalty: 3724.630127
	Iteration 26Q: 3 clusters Score -189050.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -189059.296875 Penalty: 3724.630127
	Iteration 27Q: 3 clusters Score -189059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -189064.531250 Penalty: 3724.630127
	Iteration 28Q: 3 clusters Score -189064.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -189069.765625 Penalty: 3724.630127
	Iteration 29Q: 3 clusters Score -189069.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -189072.937500 Penalty: 3724.630127
	Iteration 30Q: 3 clusters Score -189072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -189075.500000 Penalty: 3724.630127
	Iteration 31Q: 3 clusters Score -189075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -189077.484375 Penalty: 3724.630127
	Iteration 32Q: 3 clusters Score -189077.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -189082.953125 Penalty: 3724.630127
	Iteration 33Q: 3 clusters Score -189083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -189087.531250 Penalty: 3724.630127
	Iteration 34Q: 3 clusters Score -189087.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -189092.812500 Penalty: 3724.630127
	Iteration 35Q: 3 clusters Score -189092.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -189099.828125 Penalty: 3724.630127
	Iteration 36Q: 3 clusters Score -189099.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -189106.000000 Penalty: 3724.630127
	Iteration 37Q: 3 clusters Score -189106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -189116.937500 Penalty: 3724.630127
	Iteration 38Q: 3 clusters Score -189116.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -189129.531250 Penalty: 3724.630127
	Iteration 39Q: 3 clusters Score -189129.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -189140.984375 Penalty: 3724.630127
	Iteration 40F: 3 clusters Score -189141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -189152.890625 Penalty: 3724.630127
	Iteration 41Q: 3 clusters Score -189152.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -189168.390625 Penalty: 3724.630127
	Iteration 42Q: 3 clusters Score -189168.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -189181.828125 Penalty: 3724.630127
	Iteration 43Q: 3 clusters Score -189181.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -189193.234375 Penalty: 3724.630127
	Iteration 44Q: 3 clusters Score -189193.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -189205.328125 Penalty: 3724.630127
	Iteration 45Q: 3 clusters Score -189205.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -189211.578125 Penalty: 3724.630127
	Iteration 46Q: 3 clusters Score -189211.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -189217.312500 Penalty: 3724.630127
	Iteration 47Q: 3 clusters Score -189217.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -189229.937500 Penalty: 3724.630127
	Iteration 48Q: 3 clusters Score -189229.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -189237.421875 Penalty: 3724.630127
	Iteration 49Q: 3 clusters Score -189237.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -189251.593750 Penalty: 3724.630127
	Iteration 50Q: 3 clusters Score -189251.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -189260.203125 Penalty: 3724.630127
	Iteration 51Q: 3 clusters Score -189260.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -189268.531250 Penalty: 3724.630127
	Iteration 52Q: 3 clusters Score -189268.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -189276.343750 Penalty: 3724.630127
	Iteration 53Q: 3 clusters Score -189276.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -189278.906250 Penalty: 3724.630127
	Iteration 54Q: 3 clusters Score -189278.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -189282.546875 Penalty: 3724.630127
	Iteration 55Q: 3 clusters Score -189282.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -189287.218750 Penalty: 3724.630127
	Iteration 56Q: 3 clusters Score -189287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -189291.031250 Penalty: 3724.630127
	Iteration 57Q: 3 clusters Score -189291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -189294.531250 Penalty: 3724.630127
	Iteration 58Q: 3 clusters Score -189294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -189295.796875 Penalty: 3724.630127
	Iteration 59Q: 3 clusters Score -189295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -189296.656250 Penalty: 3724.630127
	Iteration 60F: 3 clusters Score -189296.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -189296.765625 Penalty: 3724.630127
	Iteration 61Q: 3 clusters Score -189296.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -189296.765625 Penalty: 3724.630127
	Iteration 62F: 3 clusters Score -189296.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Entering Unmasked Estep 
Score: -2032856.625000 Penalty: 2418.487793
	Iteration 0F: 2 clusters Score -2032857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2020604.500000 Penalty: 4836.975586
	Iteration 0F: 3 clusters Score -2020604 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2024626.250000 Penalty: 4836.975586
	Iteration 1F: 3 clusters Score -2024626 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2025333.125000 Penalty: 4836.975586
	Iteration 2F: 3 clusters Score -2025333 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2026147.875000 Penalty: 4836.975586
	Iteration 3F: 3 clusters Score -2026148 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2027082.125000 Penalty: 4836.975586
	Iteration 4F: 3 clusters Score -2027082 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2028304.125000 Penalty: 4836.975586
	Iteration 5F: 3 clusters Score -2028304 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2029765.750000 Penalty: 4836.975586
	Iteration 6F: 3 clusters Score -2029766 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2031092.500000 Penalty: 4836.975586
	Iteration 7F: 3 clusters Score -2031092 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2032074.250000 Penalty: 4836.975586
	Iteration 8F: 3 clusters Score -2032074 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2032741.750000 Penalty: 4836.975586
	Iteration 9Q: 3 clusters Score -2032742 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2033244.750000 Penalty: 4836.975586
	Iteration 10Q: 3 clusters Score -2033245 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2033648.250000 Penalty: 4836.975586
	Iteration 11Q: 3 clusters Score -2033648 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2034005.875000 Penalty: 4836.975586
	Iteration 12Q: 3 clusters Score -2034006 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2034263.875000 Penalty: 4836.975586
	Iteration 13Q: 3 clusters Score -2034264 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2034411.625000 Penalty: 4836.975586
	Iteration 14Q: 3 clusters Score -2034412 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2034476.750000 Penalty: 4836.975586
	Iteration 15Q: 3 clusters Score -2034477 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2034521.875000 Penalty: 4836.975586
	Iteration 16Q: 3 clusters Score -2034522 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2034552.875000 Penalty: 4836.975586
	Iteration 17Q: 3 clusters Score -2034553 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2034563.375000 Penalty: 4836.975586
	Iteration 18Q: 3 clusters Score -2034563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2034574.125000 Penalty: 4836.975586
	Iteration 19Q: 3 clusters Score -2034574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2034585.750000 Penalty: 4836.975586
	Iteration 20F: 3 clusters Score -2034586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2034595.250000 Penalty: 4836.975586
	Iteration 21Q: 3 clusters Score -2034595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2034598.125000 Penalty: 4836.975586
	Iteration 22Q: 3 clusters Score -2034598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2034598.250000 Penalty: 4836.975586
	Iteration 23Q: 3 clusters Score -2034598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2034604.125000 Penalty: 4836.975586
	Iteration 24Q: 3 clusters Score -2034604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2034606.000000 Penalty: 4836.975586
	Iteration 25Q: 3 clusters Score -2034606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2034609.125000 Penalty: 4836.975586
	Iteration 26Q: 3 clusters Score -2034609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2034610.500000 Penalty: 4836.975586
	Iteration 27Q: 3 clusters Score -2034610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2034611.500000 Penalty: 4836.975586
	Iteration 28Q: 3 clusters Score -2034612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2034615.625000 Penalty: 4836.975586
	Iteration 29Q: 3 clusters Score -2034616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2034608.000000 Penalty: 4836.975586
	Iteration 30Q: 3 clusters Score -2034608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2034610.750000 Penalty: 4836.975586
	Iteration 31Q: 3 clusters Score -2034611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2034614.875000 Penalty: 4836.975586
	Iteration 32Q: 3 clusters Score -2034615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2034616.375000 Penalty: 4836.975586
	Iteration 33Q: 3 clusters Score -2034616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2034613.625000 Penalty: 4836.975586
	Iteration 34Q: 3 clusters Score -2034614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2034617.500000 Penalty: 4836.975586
	Iteration 35Q: 3 clusters Score -2034618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2034619.375000 Penalty: 4836.975586
	Iteration 36Q: 3 clusters Score -2034619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2034615.625000 Penalty: 4836.975586
	Iteration 37Q: 3 clusters Score -2034616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2034616.250000 Penalty: 4836.975586
	Iteration 38Q: 3 clusters Score -2034616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2034620.875000 Penalty: 4836.975586
	Iteration 39Q: 3 clusters Score -2034621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2034623.750000 Penalty: 4836.975586
	Iteration 40F: 3 clusters Score -2034624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2034621.875000 Penalty: 4836.975586
	Iteration 41Q: 3 clusters Score -2034622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2034624.750000 Penalty: 4836.975586
	Iteration 42Q: 3 clusters Score -2034625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2034624.750000 Penalty: 4836.975586
	Iteration 43F: 3 clusters Score -2034625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44633 members 
Mstep: Class 4 contains 22600 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136516 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8633 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15843 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5388 members 
Mstep: Class 18 contains 14864 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94200 members 
Mstep: Class 23 contains 16833 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7687 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 10640 members 
Mstep: Class 29 contains 23626 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17954 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69829 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16747 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1450 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91383 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228886 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 6011 members 
Mstep: Class 61 contains 9729 members 
Mstep: Class 62 contains 1974 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 7214 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6355 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3792 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3988 members 
Mstep: Class 76 contains 10652 members 
Mstep: Class 77 contains 6548 members 
Mstep: Class 78 contains 5245 members 
Mstep: Class 79 contains 21104 members 
Mstep: Class 80 contains 33146 members 
Mstep: Class 81 contains 2308 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
Score: -154540640.000000 Penalty: 286492.562500
Splitting cluster 28 changes total score from -154540352.000000 to -154540640.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 29 (23626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Entering Unmasked Estep 
Score: -2862678.000000 Penalty: 2497.385498
	Iteration 0F: 2 clusters Score -2862678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2846349.000000 Penalty: 4994.770996
	Iteration 0F: 3 clusters Score -2846349 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2852249.750000 Penalty: 4994.770996
	Iteration 1F: 3 clusters Score -2852250 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2853036.500000 Penalty: 4994.770996
	Iteration 2F: 3 clusters Score -2853036 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2854017.000000 Penalty: 4994.770996
	Iteration 3F: 3 clusters Score -2854017 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2855171.000000 Penalty: 4994.770996
	Iteration 4F: 3 clusters Score -2855171 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2856321.000000 Penalty: 4994.770996
	Iteration 5F: 3 clusters Score -2856321 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2857308.750000 Penalty: 4994.770996
	Iteration 6F: 3 clusters Score -2857309 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2858126.000000 Penalty: 4994.770996
	Iteration 7Q: 3 clusters Score -2858126 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2858835.500000 Penalty: 4994.770996
	Iteration 8Q: 3 clusters Score -2858836 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2859509.500000 Penalty: 4994.770996
	Iteration 9Q: 3 clusters Score -2859510 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2859992.500000 Penalty: 4994.770996
	Iteration 10Q: 3 clusters Score -2859992 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2860316.500000 Penalty: 4994.770996
	Iteration 11Q: 3 clusters Score -2860316 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2860497.000000 Penalty: 4994.770996
	Iteration 12Q: 3 clusters Score -2860497 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2860626.750000 Penalty: 4994.770996
	Iteration 13Q: 3 clusters Score -2860627 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2860707.000000 Penalty: 4994.770996
	Iteration 14Q: 3 clusters Score -2860707 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2860758.250000 Penalty: 4994.770996
	Iteration 15Q: 3 clusters Score -2860758 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2860797.500000 Penalty: 4994.770996
	Iteration 16Q: 3 clusters Score -2860798 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2860843.250000 Penalty: 4994.770996
	Iteration 17Q: 3 clusters Score -2860843 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2860860.250000 Penalty: 4994.770996
	Iteration 18Q: 3 clusters Score -2860860 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2860875.250000 Penalty: 4994.770996
	Iteration 19Q: 3 clusters Score -2860875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2860893.750000 Penalty: 4994.770996
	Iteration 20F: 3 clusters Score -2860894 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2860917.500000 Penalty: 4994.770996
	Iteration 21Q: 3 clusters Score -2860918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2860924.500000 Penalty: 4994.770996
	Iteration 22Q: 3 clusters Score -2860924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2860935.250000 Penalty: 4994.770996
	Iteration 23Q: 3 clusters Score -2860935 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2860945.500000 Penalty: 4994.770996
	Iteration 24Q: 3 clusters Score -2860946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2860959.750000 Penalty: 4994.770996
	Iteration 25Q: 3 clusters Score -2860960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2860973.250000 Penalty: 4994.770996
	Iteration 26Q: 3 clusters Score -2860973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2860974.750000 Penalty: 4994.770996
	Iteration 27Q: 3 clusters Score -2860975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2860980.750000 Penalty: 4994.770996
	Iteration 28Q: 3 clusters Score -2860981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2860985.750000 Penalty: 4994.770996
	Iteration 29Q: 3 clusters Score -2860986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2860989.500000 Penalty: 4994.770996
	Iteration 30Q: 3 clusters Score -2860990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2860992.750000 Penalty: 4994.770996
	Iteration 31Q: 3 clusters Score -2860993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2861002.500000 Penalty: 4994.770996
	Iteration 32Q: 3 clusters Score -2861002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2861019.750000 Penalty: 4994.770996
	Iteration 33Q: 3 clusters Score -2861020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2861025.250000 Penalty: 4994.770996
	Iteration 34Q: 3 clusters Score -2861025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2861032.000000 Penalty: 4994.770996
	Iteration 35Q: 3 clusters Score -2861032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2861037.250000 Penalty: 4994.770996
	Iteration 36Q: 3 clusters Score -2861037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2861043.750000 Penalty: 4994.770996
	Iteration 37Q: 3 clusters Score -2861044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2861052.500000 Penalty: 4994.770996
	Iteration 38Q: 3 clusters Score -2861052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2861056.250000 Penalty: 4994.770996
	Iteration 39Q: 3 clusters Score -2861056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2861067.750000 Penalty: 4994.770996
	Iteration 40F: 3 clusters Score -2861068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2861081.750000 Penalty: 4994.770996
	Iteration 41Q: 3 clusters Score -2861082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2861103.250000 Penalty: 4994.770996
	Iteration 42Q: 3 clusters Score -2861103 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2861109.750000 Penalty: 4994.770996
	Iteration 43Q: 3 clusters Score -2861110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2861128.250000 Penalty: 4994.770996
	Iteration 44Q: 3 clusters Score -2861128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2861149.000000 Penalty: 4994.770996
	Iteration 45Q: 3 clusters Score -2861149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2861155.000000 Penalty: 4994.770996
	Iteration 46Q: 3 clusters Score -2861155 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2861181.000000 Penalty: 4994.770996
	Iteration 47Q: 3 clusters Score -2861181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2861192.750000 Penalty: 4994.770996
	Iteration 48Q: 3 clusters Score -2861193 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2861214.750000 Penalty: 4994.770996
	Iteration 49Q: 3 clusters Score -2861215 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2861225.250000 Penalty: 4994.770996
	Iteration 50Q: 3 clusters Score -2861225 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2861244.250000 Penalty: 4994.770996
	Iteration 51Q: 3 clusters Score -2861244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2861264.000000 Penalty: 4994.770996
	Iteration 52Q: 3 clusters Score -2861264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2861277.500000 Penalty: 4994.770996
	Iteration 53Q: 3 clusters Score -2861278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2861293.250000 Penalty: 4994.770996
	Iteration 54Q: 3 clusters Score -2861293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2861298.750000 Penalty: 4994.770996
	Iteration 55Q: 3 clusters Score -2861299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2861311.250000 Penalty: 4994.770996
	Iteration 56Q: 3 clusters Score -2861311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2861312.750000 Penalty: 4994.770996
	Iteration 57Q: 3 clusters Score -2861313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2861320.500000 Penalty: 4994.770996
	Iteration 58Q: 3 clusters Score -2861320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2861325.500000 Penalty: 4994.770996
	Iteration 59Q: 3 clusters Score -2861326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2861332.500000 Penalty: 4994.770996
	Iteration 60F: 3 clusters Score -2861332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2861335.500000 Penalty: 4994.770996
	Iteration 61Q: 3 clusters Score -2861336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2861345.750000 Penalty: 4994.770996
	Iteration 62Q: 3 clusters Score -2861346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2861350.500000 Penalty: 4994.770996
	Iteration 63Q: 3 clusters Score -2861350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2861356.000000 Penalty: 4994.770996
	Iteration 64Q: 3 clusters Score -2861356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2861367.500000 Penalty: 4994.770996
	Iteration 65Q: 3 clusters Score -2861368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2861366.000000 Penalty: 4994.770996
	Iteration 66Q: 3 clusters Score -2861366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2861382.750000 Penalty: 4994.770996
	Iteration 67Q: 3 clusters Score -2861383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2861397.000000 Penalty: 4994.770996
	Iteration 68Q: 3 clusters Score -2861397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2861390.250000 Penalty: 4994.770996
	Iteration 69Q: 3 clusters Score -2861390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2861405.500000 Penalty: 4994.770996
	Iteration 70Q: 3 clusters Score -2861406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2861415.500000 Penalty: 4994.770996
	Iteration 71Q: 3 clusters Score -2861416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2861415.250000 Penalty: 4994.770996
	Iteration 72Q: 3 clusters Score -2861415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2861417.250000 Penalty: 4994.770996
	Iteration 73Q: 3 clusters Score -2861417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2861425.750000 Penalty: 4994.770996
	Iteration 74Q: 3 clusters Score -2861426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2861427.250000 Penalty: 4994.770996
	Iteration 75Q: 3 clusters Score -2861427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2861428.000000 Penalty: 4994.770996
	Iteration 76Q: 3 clusters Score -2861428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2861427.000000 Penalty: 4994.770996
	Iteration 77Q: 3 clusters Score -2861427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2861427.750000 Penalty: 4994.770996
	Iteration 78Q: 3 clusters Score -2861428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2861431.000000 Penalty: 4994.770996
	Iteration 79Q: 3 clusters Score -2861431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2861431.250000 Penalty: 4994.770996
	Iteration 80F: 3 clusters Score -2861431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2861434.000000 Penalty: 4994.770996
	Iteration 81Q: 3 clusters Score -2861434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2861433.000000 Penalty: 4994.770996
	Iteration 82Q: 3 clusters Score -2861433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2861432.000000 Penalty: 4994.770996
	Iteration 83Q: 3 clusters Score -2861432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2861432.750000 Penalty: 4994.770996
	Iteration 84Q: 3 clusters Score -2861433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2861431.500000 Penalty: 4994.770996
	Iteration 85Q: 3 clusters Score -2861432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2861432.500000 Penalty: 4994.770996
	Iteration 86Q: 3 clusters Score -2861432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2861432.250000 Penalty: 4994.770996
	Iteration 87Q: 3 clusters Score -2861432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2861436.500000 Penalty: 4994.770996
	Iteration 88Q: 3 clusters Score -2861436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2861436.750000 Penalty: 4994.770996
	Iteration 89Q: 3 clusters Score -2861437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2861434.000000 Penalty: 4994.770996
	Iteration 90Q: 3 clusters Score -2861434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2861434.250000 Penalty: 4994.770996
	Iteration 91Q: 3 clusters Score -2861434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2861434.250000 Penalty: 4994.770996
	Iteration 92F: 3 clusters Score -2861434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (39198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Entering Unmasked Estep 
Score: -4884182.000000 Penalty: 2622.942383
	Iteration 0F: 2 clusters Score -4884182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -4857651.000000 Penalty: 5245.884766
	Iteration 0F: 3 clusters Score -4857651 nChanged 17949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -4867139.000000 Penalty: 5245.884766
	Iteration 1F: 3 clusters Score -4867139 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -4867566.000000 Penalty: 5245.884766
	Iteration 2Q: 3 clusters Score -4867566 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -4867914.500000 Penalty: 5245.884766
	Iteration 3Q: 3 clusters Score -4867914 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4868293.500000 Penalty: 5245.884766
	Iteration 4Q: 3 clusters Score -4868294 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -4868691.500000 Penalty: 5245.884766
	Iteration 5Q: 3 clusters Score -4868692 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -4869119.500000 Penalty: 5245.884766
	Iteration 6Q: 3 clusters Score -4869120 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -4869720.000000 Penalty: 5245.884766
	Iteration 7Q: 3 clusters Score -4869720 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -4870713.500000 Penalty: 5245.884766
	Iteration 8Q: 3 clusters Score -4870714 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -4872187.500000 Penalty: 5245.884766
	Iteration 9F: 3 clusters Score -4872188 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -4874380.000000 Penalty: 5245.884766
	Iteration 10F: 3 clusters Score -4874380 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -4876952.000000 Penalty: 5245.884766
	Iteration 11F: 3 clusters Score -4876952 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4879251.000000 Penalty: 5245.884766
	Iteration 12F: 3 clusters Score -4879251 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4880660.500000 Penalty: 5245.884766
	Iteration 13Q: 3 clusters Score -4880660 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4881335.000000 Penalty: 5245.884766
	Iteration 14Q: 3 clusters Score -4881335 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4881647.000000 Penalty: 5245.884766
	Iteration 15Q: 3 clusters Score -4881647 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4881742.000000 Penalty: 5245.884766
	Iteration 16Q: 3 clusters Score -4881742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4881789.500000 Penalty: 5245.884766
	Iteration 17Q: 3 clusters Score -4881790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4881824.500000 Penalty: 5245.884766
	Iteration 18Q: 3 clusters Score -4881824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4881831.000000 Penalty: 5245.884766
	Iteration 19Q: 3 clusters Score -4881831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4881835.500000 Penalty: 5245.884766
	Iteration 20F: 3 clusters Score -4881836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4881843.500000 Penalty: 5245.884766
	Iteration 21Q: 3 clusters Score -4881844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4881838.000000 Penalty: 5245.884766
	Iteration 22Q: 3 clusters Score -4881838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4881841.500000 Penalty: 5245.884766
	Iteration 23Q: 3 clusters Score -4881842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4881842.500000 Penalty: 5245.884766
	Iteration 24Q: 3 clusters Score -4881842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4881845.500000 Penalty: 5245.884766
	Iteration 25Q: 3 clusters Score -4881846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4881845.500000 Penalty: 5245.884766
	Iteration 26F: 3 clusters Score -4881846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Entering Unmasked Estep 
Score: -596894.562500 Penalty: 2117.806152
	Iteration 0F: 2 clusters Score -596894.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -592335.625000 Penalty: 4235.612305
	Iteration 0F: 3 clusters Score -592335.6 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -593394.375000 Penalty: 4235.612305
	Iteration 1F: 3 clusters Score -593394.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -593581.437500 Penalty: 4235.612305
	Iteration 2F: 3 clusters Score -593581.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -593715.750000 Penalty: 4235.612305
	Iteration 3Q: 3 clusters Score -593715.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -593818.000000 Penalty: 4235.612305
	Iteration 4Q: 3 clusters Score -593818 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -593922.937500 Penalty: 4235.612305
	Iteration 5Q: 3 clusters Score -593922.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -594033.062500 Penalty: 4235.612305
	Iteration 6Q: 3 clusters Score -594033.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -594143.062500 Penalty: 4235.612305
	Iteration 7Q: 3 clusters Score -594143.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -594284.000000 Penalty: 4235.612305
	Iteration 8Q: 3 clusters Score -594284 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -594463.625000 Penalty: 4235.612305
	Iteration 9Q: 3 clusters Score -594463.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -594678.250000 Penalty: 4235.612305
	Iteration 10Q: 3 clusters Score -594678.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -594871.687500 Penalty: 4235.612305
	Iteration 11Q: 3 clusters Score -594871.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -595041.125000 Penalty: 4235.612305
	Iteration 12Q: 3 clusters Score -595041.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -595161.062500 Penalty: 4235.612305
	Iteration 13Q: 3 clusters Score -595161.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -595236.875000 Penalty: 4235.612305
	Iteration 14Q: 3 clusters Score -595236.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -595294.687500 Penalty: 4235.612305
	Iteration 15Q: 3 clusters Score -595294.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -595355.875000 Penalty: 4235.612305
	Iteration 16Q: 3 clusters Score -595355.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -595402.312500 Penalty: 4235.612305
	Iteration 17Q: 3 clusters Score -595402.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -595448.250000 Penalty: 4235.612305
	Iteration 18Q: 3 clusters Score -595448.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -595487.750000 Penalty: 4235.612305
	Iteration 19Q: 3 clusters Score -595487.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -595519.187500 Penalty: 4235.612305
	Iteration 20F: 3 clusters Score -595519.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -595542.375000 Penalty: 4235.612305
	Iteration 21Q: 3 clusters Score -595542.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -595560.750000 Penalty: 4235.612305
	Iteration 22Q: 3 clusters Score -595560.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -595580.625000 Penalty: 4235.612305
	Iteration 23Q: 3 clusters Score -595580.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -595602.500000 Penalty: 4235.612305
	Iteration 24Q: 3 clusters Score -595602.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -595614.625000 Penalty: 4235.612305
	Iteration 25Q: 3 clusters Score -595614.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -595622.937500 Penalty: 4235.612305
	Iteration 26Q: 3 clusters Score -595622.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -595629.125000 Penalty: 4235.612305
	Iteration 27Q: 3 clusters Score -595629.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -595633.500000 Penalty: 4235.612305
	Iteration 28Q: 3 clusters Score -595633.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -595635.562500 Penalty: 4235.612305
	Iteration 29Q: 3 clusters Score -595635.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -595637.812500 Penalty: 4235.612305
	Iteration 30Q: 3 clusters Score -595637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -595639.562500 Penalty: 4235.612305
	Iteration 31Q: 3 clusters Score -595639.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -595642.187500 Penalty: 4235.612305
	Iteration 32Q: 3 clusters Score -595642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -595642.812500 Penalty: 4235.612305
	Iteration 33Q: 3 clusters Score -595642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -595643.687500 Penalty: 4235.612305
	Iteration 34Q: 3 clusters Score -595643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -595643.875000 Penalty: 4235.612305
	Iteration 35Q: 3 clusters Score -595643.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -595643.937500 Penalty: 4235.612305
	Iteration 36Q: 3 clusters Score -595643.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -595645.437500 Penalty: 4235.612305
	Iteration 37Q: 3 clusters Score -595645.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -595649.125000 Penalty: 4235.612305
	Iteration 38Q: 3 clusters Score -595649.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -595652.375000 Penalty: 4235.612305
	Iteration 39Q: 3 clusters Score -595652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -595654.000000 Penalty: 4235.612305
	Iteration 40F: 3 clusters Score -595654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -595656.000000 Penalty: 4235.612305
	Iteration 41Q: 3 clusters Score -595656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -595658.000000 Penalty: 4235.612305
	Iteration 42Q: 3 clusters Score -595658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -595657.687500 Penalty: 4235.612305
	Iteration 43Q: 3 clusters Score -595657.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -595658.062500 Penalty: 4235.612305
	Iteration 44Q: 3 clusters Score -595658.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -595658.875000 Penalty: 4235.612305
	Iteration 45Q: 3 clusters Score -595658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -595659.500000 Penalty: 4235.612305
	Iteration 46Q: 3 clusters Score -595659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -595657.812500 Penalty: 4235.612305
	Iteration 47Q: 3 clusters Score -595657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -595659.625000 Penalty: 4235.612305
	Iteration 48Q: 3 clusters Score -595659.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -595658.500000 Penalty: 4235.612305
	Iteration 49Q: 3 clusters Score -595658.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -595658.500000 Penalty: 4235.612305
	Iteration 50F: 3 clusters Score -595658.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Entering Unmasked Estep 
Score: -378522.406250 Penalty: 2004.512329
	Iteration 0F: 2 clusters Score -378522.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -375082.875000 Penalty: 4009.024658
	Iteration 0F: 3 clusters Score -375082.9 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -375815.312500 Penalty: 4009.024658
	Iteration 1F: 3 clusters Score -375815.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -375986.718750 Penalty: 4009.024658
	Iteration 2F: 3 clusters Score -375986.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -376088.593750 Penalty: 4009.024658
	Iteration 3F: 3 clusters Score -376088.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -376147.625000 Penalty: 4009.024658
	Iteration 4Q: 3 clusters Score -376147.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -376187.187500 Penalty: 4009.024658
	Iteration 5Q: 3 clusters Score -376187.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -376213.875000 Penalty: 4009.024658
	Iteration 6Q: 3 clusters Score -376213.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -376240.625000 Penalty: 4009.024658
	Iteration 7Q: 3 clusters Score -376240.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -376261.625000 Penalty: 4009.024658
	Iteration 8Q: 3 clusters Score -376261.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -376283.875000 Penalty: 4009.024658
	Iteration 9Q: 3 clusters Score -376283.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -376303.937500 Penalty: 4009.024658
	Iteration 10Q: 3 clusters Score -376303.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -376319.531250 Penalty: 4009.024658
	Iteration 11Q: 3 clusters Score -376319.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -376331.593750 Penalty: 4009.024658
	Iteration 12Q: 3 clusters Score -376331.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -376339.093750 Penalty: 4009.024658
	Iteration 13Q: 3 clusters Score -376339.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -376345.500000 Penalty: 4009.024658
	Iteration 14Q: 3 clusters Score -376345.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -376349.187500 Penalty: 4009.024658
	Iteration 15Q: 3 clusters Score -376349.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -376352.187500 Penalty: 4009.024658
	Iteration 16Q: 3 clusters Score -376352.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -376355.437500 Penalty: 4009.024658
	Iteration 17Q: 3 clusters Score -376355.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -376356.656250 Penalty: 4009.024658
	Iteration 18Q: 3 clusters Score -376356.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -376359.937500 Penalty: 4009.024658
	Iteration 19Q: 3 clusters Score -376359.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -376361.718750 Penalty: 4009.024658
	Iteration 20F: 3 clusters Score -376361.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -376364.968750 Penalty: 4009.024658
	Iteration 21Q: 3 clusters Score -376365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -376369.781250 Penalty: 4009.024658
	Iteration 22Q: 3 clusters Score -376369.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -376377.687500 Penalty: 4009.024658
	Iteration 23Q: 3 clusters Score -376377.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -376383.218750 Penalty: 4009.024658
	Iteration 24Q: 3 clusters Score -376383.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -376393.000000 Penalty: 4009.024658
	Iteration 25Q: 3 clusters Score -376393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -376405.656250 Penalty: 4009.024658
	Iteration 26Q: 3 clusters Score -376405.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -376420.343750 Penalty: 4009.024658
	Iteration 27Q: 3 clusters Score -376420.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -376439.750000 Penalty: 4009.024658
	Iteration 28Q: 3 clusters Score -376439.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -376478.218750 Penalty: 4009.024658
	Iteration 29Q: 3 clusters Score -376478.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -376520.718750 Penalty: 4009.024658
	Iteration 30Q: 3 clusters Score -376520.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -376577.218750 Penalty: 4009.024658
	Iteration 31Q: 3 clusters Score -376577.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -376635.093750 Penalty: 4009.024658
	Iteration 32Q: 3 clusters Score -376635.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -376691.875000 Penalty: 4009.024658
	Iteration 33Q: 3 clusters Score -376691.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -376752.187500 Penalty: 4009.024658
	Iteration 34Q: 3 clusters Score -376752.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -376805.750000 Penalty: 4009.024658
	Iteration 35Q: 3 clusters Score -376805.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -376848.250000 Penalty: 4009.024658
	Iteration 36Q: 3 clusters Score -376848.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -376887.843750 Penalty: 4009.024658
	Iteration 37Q: 3 clusters Score -376887.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -376922.187500 Penalty: 4009.024658
	Iteration 38Q: 3 clusters Score -376922.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -376965.812500 Penalty: 4009.024658
	Iteration 39Q: 3 clusters Score -376965.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -377007.625000 Penalty: 4009.024658
	Iteration 40F: 3 clusters Score -377007.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -377075.187500 Penalty: 4009.024658
	Iteration 41Q: 3 clusters Score -377075.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -377144.093750 Penalty: 4009.024658
	Iteration 42Q: 3 clusters Score -377144.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -377205.500000 Penalty: 4009.024658
	Iteration 43Q: 3 clusters Score -377205.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -377258.468750 Penalty: 4009.024658
	Iteration 44Q: 3 clusters Score -377258.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -377315.468750 Penalty: 4009.024658
	Iteration 45Q: 3 clusters Score -377315.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -377382.156250 Penalty: 4009.024658
	Iteration 46Q: 3 clusters Score -377382.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -377444.812500 Penalty: 4009.024658
	Iteration 47Q: 3 clusters Score -377444.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -377505.718750 Penalty: 4009.024658
	Iteration 48Q: 3 clusters Score -377505.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -377553.281250 Penalty: 4009.024658
	Iteration 49Q: 3 clusters Score -377553.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -377587.843750 Penalty: 4009.024658
	Iteration 50Q: 3 clusters Score -377587.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -377611.312500 Penalty: 4009.024658
	Iteration 51Q: 3 clusters Score -377611.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -377645.750000 Penalty: 4009.024658
	Iteration 52Q: 3 clusters Score -377645.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -377677.156250 Penalty: 4009.024658
	Iteration 53Q: 3 clusters Score -377677.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -377706.593750 Penalty: 4009.024658
	Iteration 54Q: 3 clusters Score -377706.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -377736.218750 Penalty: 4009.024658
	Iteration 55Q: 3 clusters Score -377736.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -377760.968750 Penalty: 4009.024658
	Iteration 56Q: 3 clusters Score -377761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -377794.625000 Penalty: 4009.024658
	Iteration 57Q: 3 clusters Score -377794.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -377821.906250 Penalty: 4009.024658
	Iteration 58Q: 3 clusters Score -377821.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -377848.375000 Penalty: 4009.024658
	Iteration 59Q: 3 clusters Score -377848.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -377871.625000 Penalty: 4009.024658
	Iteration 60F: 3 clusters Score -377871.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -377896.812500 Penalty: 4009.024658
	Iteration 61Q: 3 clusters Score -377896.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -377920.375000 Penalty: 4009.024658
	Iteration 62Q: 3 clusters Score -377920.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -377957.531250 Penalty: 4009.024658
	Iteration 63Q: 3 clusters Score -377957.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -377983.406250 Penalty: 4009.024658
	Iteration 64Q: 3 clusters Score -377983.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -378004.968750 Penalty: 4009.024658
	Iteration 65Q: 3 clusters Score -378005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -378018.125000 Penalty: 4009.024658
	Iteration 66Q: 3 clusters Score -378018.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -378051.468750 Penalty: 4009.024658
	Iteration 67Q: 3 clusters Score -378051.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -378088.125000 Penalty: 4009.024658
	Iteration 68Q: 3 clusters Score -378088.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -378138.718750 Penalty: 4009.024658
	Iteration 69Q: 3 clusters Score -378138.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -378193.656250 Penalty: 4009.024658
	Iteration 70Q: 3 clusters Score -378193.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -378246.531250 Penalty: 4009.024658
	Iteration 71Q: 3 clusters Score -378246.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -378273.406250 Penalty: 4009.024658
	Iteration 72Q: 3 clusters Score -378273.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -378280.906250 Penalty: 4009.024658
	Iteration 73Q: 3 clusters Score -378280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -378283.437500 Penalty: 4009.024658
	Iteration 74Q: 3 clusters Score -378283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -378284.468750 Penalty: 4009.024658
	Iteration 75Q: 3 clusters Score -378284.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -378284.468750 Penalty: 4009.024658
	Iteration 76F: 3 clusters Score -378284.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -48780.636719 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -48780.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47709.875000 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -47709.88 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -48102.996094 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -48103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -48232.753906 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -48232.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -48264.097656 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -48264.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -48278.792969 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -48278.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -48290.171875 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -48290.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -48290.171875 Penalty: 2993.598877
	Iteration 6F: 3 clusters Score -48290.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1533711.125000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1533711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1524815.125000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1524815 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1527411.375000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1527411 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1527687.125000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1527687 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1527881.875000 Penalty: 4651.012207
	Iteration 3Q: 3 clusters Score -1527882 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1528021.125000 Penalty: 4651.012207
	Iteration 4Q: 3 clusters Score -1528021 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1528127.500000 Penalty: 4651.012207
	Iteration 5Q: 3 clusters Score -1528128 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1528206.125000 Penalty: 4651.012207
	Iteration 6Q: 3 clusters Score -1528206 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1528258.625000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1528259 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1528305.125000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1528305 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1528337.250000 Penalty: 4651.012207
	Iteration 9Q: 3 clusters Score -1528337 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1528356.750000 Penalty: 4651.012207
	Iteration 10Q: 3 clusters Score -1528357 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1528380.625000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1528381 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1528404.250000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1528404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1528438.250000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1528438 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1528463.000000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1528463 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1528469.250000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1528469 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1528488.125000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1528488 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1528507.000000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1528507 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1528520.500000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1528520 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1528554.875000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1528555 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1528584.500000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1528584 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1528615.625000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1528616 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1528657.000000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1528657 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1528701.625000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1528702 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1528758.125000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1528758 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1528825.500000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1528826 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1528909.750000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1528910 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1529040.875000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1529041 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1529231.750000 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -1529232 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1529512.875000 Penalty: 4651.012207
	Iteration 29Q: 3 clusters Score -1529513 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1529825.000000 Penalty: 4651.012207
	Iteration 30Q: 3 clusters Score -1529825 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1530163.500000 Penalty: 4651.012207
	Iteration 31Q: 3 clusters Score -1530164 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1530558.875000 Penalty: 4651.012207
	Iteration 32Q: 3 clusters Score -1530559 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1530909.625000 Penalty: 4651.012207
	Iteration 33Q: 3 clusters Score -1530910 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1531148.375000 Penalty: 4651.012207
	Iteration 34Q: 3 clusters Score -1531148 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1531299.625000 Penalty: 4651.012207
	Iteration 35Q: 3 clusters Score -1531300 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1531412.875000 Penalty: 4651.012207
	Iteration 36Q: 3 clusters Score -1531413 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1531483.875000 Penalty: 4651.012207
	Iteration 37Q: 3 clusters Score -1531484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1531531.125000 Penalty: 4651.012207
	Iteration 38Q: 3 clusters Score -1531531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1531565.375000 Penalty: 4651.012207
	Iteration 39Q: 3 clusters Score -1531565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1531588.500000 Penalty: 4651.012207
	Iteration 40F: 3 clusters Score -1531588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1531605.750000 Penalty: 4651.012207
	Iteration 41Q: 3 clusters Score -1531606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1531619.750000 Penalty: 4651.012207
	Iteration 42Q: 3 clusters Score -1531620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1531639.625000 Penalty: 4651.012207
	Iteration 43Q: 3 clusters Score -1531640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1531646.500000 Penalty: 4651.012207
	Iteration 44Q: 3 clusters Score -1531646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1531651.125000 Penalty: 4651.012207
	Iteration 45Q: 3 clusters Score -1531651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1531655.625000 Penalty: 4651.012207
	Iteration 46Q: 3 clusters Score -1531656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1531657.875000 Penalty: 4651.012207
	Iteration 47Q: 3 clusters Score -1531658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1531662.750000 Penalty: 4651.012207
	Iteration 48Q: 3 clusters Score -1531663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1531667.875000 Penalty: 4651.012207
	Iteration 49Q: 3 clusters Score -1531668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1531669.125000 Penalty: 4651.012207
	Iteration 50Q: 3 clusters Score -1531669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1531669.125000 Penalty: 4651.012207
	Iteration 51F: 3 clusters Score -1531669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Entering Unmasked Estep 
Score: -685241.187500 Penalty: 2141.297607
	Iteration 0F: 2 clusters Score -685241.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -680333.625000 Penalty: 4282.595215
	Iteration 0F: 3 clusters Score -680333.6 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -681663.750000 Penalty: 4282.595215
	Iteration 1F: 3 clusters Score -681663.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -682004.375000 Penalty: 4282.595215
	Iteration 2F: 3 clusters Score -682004.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -682256.687500 Penalty: 4282.595215
	Iteration 3F: 3 clusters Score -682256.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -682442.812500 Penalty: 4282.595215
	Iteration 4Q: 3 clusters Score -682442.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -682568.062500 Penalty: 4282.595215
	Iteration 5Q: 3 clusters Score -682568.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -682652.125000 Penalty: 4282.595215
	Iteration 6Q: 3 clusters Score -682652.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -682723.937500 Penalty: 4282.595215
	Iteration 7Q: 3 clusters Score -682723.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -682774.375000 Penalty: 4282.595215
	Iteration 8Q: 3 clusters Score -682774.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -682831.500000 Penalty: 4282.595215
	Iteration 9Q: 3 clusters Score -682831.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -682894.625000 Penalty: 4282.595215
	Iteration 10Q: 3 clusters Score -682894.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -682942.875000 Penalty: 4282.595215
	Iteration 11Q: 3 clusters Score -682942.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -682989.312500 Penalty: 4282.595215
	Iteration 12Q: 3 clusters Score -682989.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -683043.187500 Penalty: 4282.595215
	Iteration 13Q: 3 clusters Score -683043.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -683087.562500 Penalty: 4282.595215
	Iteration 14Q: 3 clusters Score -683087.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -683130.437500 Penalty: 4282.595215
	Iteration 15Q: 3 clusters Score -683130.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -683190.000000 Penalty: 4282.595215
	Iteration 16Q: 3 clusters Score -683190 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -683247.187500 Penalty: 4282.595215
	Iteration 17Q: 3 clusters Score -683247.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -683301.125000 Penalty: 4282.595215
	Iteration 18Q: 3 clusters Score -683301.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -683363.187500 Penalty: 4282.595215
	Iteration 19Q: 3 clusters Score -683363.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -683411.937500 Penalty: 4282.595215
	Iteration 20F: 3 clusters Score -683411.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -683448.500000 Penalty: 4282.595215
	Iteration 21Q: 3 clusters Score -683448.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -683484.375000 Penalty: 4282.595215
	Iteration 22Q: 3 clusters Score -683484.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -683518.375000 Penalty: 4282.595215
	Iteration 23Q: 3 clusters Score -683518.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -683541.437500 Penalty: 4282.595215
	Iteration 24Q: 3 clusters Score -683541.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -683555.500000 Penalty: 4282.595215
	Iteration 25Q: 3 clusters Score -683555.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -683564.125000 Penalty: 4282.595215
	Iteration 26Q: 3 clusters Score -683564.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -683571.625000 Penalty: 4282.595215
	Iteration 27Q: 3 clusters Score -683571.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -683581.625000 Penalty: 4282.595215
	Iteration 28Q: 3 clusters Score -683581.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -683591.250000 Penalty: 4282.595215
	Iteration 29Q: 3 clusters Score -683591.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -683598.312500 Penalty: 4282.595215
	Iteration 30Q: 3 clusters Score -683598.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -683601.937500 Penalty: 4282.595215
	Iteration 31Q: 3 clusters Score -683601.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -683602.687500 Penalty: 4282.595215
	Iteration 32Q: 3 clusters Score -683602.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -683608.125000 Penalty: 4282.595215
	Iteration 33Q: 3 clusters Score -683608.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -683613.562500 Penalty: 4282.595215
	Iteration 34Q: 3 clusters Score -683613.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -683617.812500 Penalty: 4282.595215
	Iteration 35Q: 3 clusters Score -683617.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -683623.687500 Penalty: 4282.595215
	Iteration 36Q: 3 clusters Score -683623.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -683627.562500 Penalty: 4282.595215
	Iteration 37Q: 3 clusters Score -683627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -683630.187500 Penalty: 4282.595215
	Iteration 38Q: 3 clusters Score -683630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -683630.687500 Penalty: 4282.595215
	Iteration 39Q: 3 clusters Score -683630.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -683632.437500 Penalty: 4282.595215
	Iteration 40F: 3 clusters Score -683632.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -683633.375000 Penalty: 4282.595215
	Iteration 41Q: 3 clusters Score -683633.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -683637.000000 Penalty: 4282.595215
	Iteration 42Q: 3 clusters Score -683637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -683637.000000 Penalty: 4282.595215
	Iteration 43F: 3 clusters Score -683637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Entering Unmasked Estep 
Score: -316935.437500 Penalty: 1958.437256
	Iteration 0F: 2 clusters Score -316935.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -313896.093750 Penalty: 3916.874512
	Iteration 0F: 3 clusters Score -313896.1 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -314474.750000 Penalty: 3916.874512
	Iteration 1F: 3 clusters Score -314474.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -314601.750000 Penalty: 3916.874512
	Iteration 2F: 3 clusters Score -314601.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -314702.031250 Penalty: 3916.874512
	Iteration 3Q: 3 clusters Score -314702 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -314791.156250 Penalty: 3916.874512
	Iteration 4Q: 3 clusters Score -314791.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -314868.375000 Penalty: 3916.874512
	Iteration 5Q: 3 clusters Score -314868.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -314936.718750 Penalty: 3916.874512
	Iteration 6Q: 3 clusters Score -314936.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -315007.125000 Penalty: 3916.874512
	Iteration 7Q: 3 clusters Score -315007.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -315091.218750 Penalty: 3916.874512
	Iteration 8Q: 3 clusters Score -315091.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -315178.000000 Penalty: 3916.874512
	Iteration 9Q: 3 clusters Score -315178 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -315275.093750 Penalty: 3916.874512
	Iteration 10Q: 3 clusters Score -315275.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -315360.281250 Penalty: 3916.874512
	Iteration 11Q: 3 clusters Score -315360.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -315434.218750 Penalty: 3916.874512
	Iteration 12Q: 3 clusters Score -315434.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -315491.625000 Penalty: 3916.874512
	Iteration 13Q: 3 clusters Score -315491.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -315528.875000 Penalty: 3916.874512
	Iteration 14Q: 3 clusters Score -315528.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -315557.281250 Penalty: 3916.874512
	Iteration 15Q: 3 clusters Score -315557.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -315581.218750 Penalty: 3916.874512
	Iteration 16Q: 3 clusters Score -315581.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -315604.093750 Penalty: 3916.874512
	Iteration 17Q: 3 clusters Score -315604.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -315622.375000 Penalty: 3916.874512
	Iteration 18Q: 3 clusters Score -315622.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -315652.625000 Penalty: 3916.874512
	Iteration 19Q: 3 clusters Score -315652.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -315672.343750 Penalty: 3916.874512
	Iteration 20F: 3 clusters Score -315672.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -315689.093750 Penalty: 3916.874512
	Iteration 21Q: 3 clusters Score -315689.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -315697.406250 Penalty: 3916.874512
	Iteration 22Q: 3 clusters Score -315697.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -315709.468750 Penalty: 3916.874512
	Iteration 23Q: 3 clusters Score -315709.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -315727.250000 Penalty: 3916.874512
	Iteration 24Q: 3 clusters Score -315727.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -315741.437500 Penalty: 3916.874512
	Iteration 25Q: 3 clusters Score -315741.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -315756.656250 Penalty: 3916.874512
	Iteration 26Q: 3 clusters Score -315756.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -315770.437500 Penalty: 3916.874512
	Iteration 27Q: 3 clusters Score -315770.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -315780.718750 Penalty: 3916.874512
	Iteration 28Q: 3 clusters Score -315780.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -315796.656250 Penalty: 3916.874512
	Iteration 29Q: 3 clusters Score -315796.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -315813.468750 Penalty: 3916.874512
	Iteration 30Q: 3 clusters Score -315813.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -315830.468750 Penalty: 3916.874512
	Iteration 31Q: 3 clusters Score -315830.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -315844.593750 Penalty: 3916.874512
	Iteration 32Q: 3 clusters Score -315844.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -315854.031250 Penalty: 3916.874512
	Iteration 33Q: 3 clusters Score -315854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -315858.250000 Penalty: 3916.874512
	Iteration 34Q: 3 clusters Score -315858.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -315861.718750 Penalty: 3916.874512
	Iteration 35Q: 3 clusters Score -315861.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -315865.625000 Penalty: 3916.874512
	Iteration 36Q: 3 clusters Score -315865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -315868.906250 Penalty: 3916.874512
	Iteration 37Q: 3 clusters Score -315868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -315871.812500 Penalty: 3916.874512
	Iteration 38Q: 3 clusters Score -315871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -315872.281250 Penalty: 3916.874512
	Iteration 39Q: 3 clusters Score -315872.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -315873.375000 Penalty: 3916.874512
	Iteration 40F: 3 clusters Score -315873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -315874.187500 Penalty: 3916.874512
	Iteration 41Q: 3 clusters Score -315874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -315874.625000 Penalty: 3916.874512
	Iteration 42Q: 3 clusters Score -315874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -315874.875000 Penalty: 3916.874512
	Iteration 43Q: 3 clusters Score -315874.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -315875.125000 Penalty: 3916.874512
	Iteration 44Q: 3 clusters Score -315875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -315875.750000 Penalty: 3916.874512
	Iteration 45Q: 3 clusters Score -315875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -315876.218750 Penalty: 3916.874512
	Iteration 46Q: 3 clusters Score -315876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -315879.593750 Penalty: 3916.874512
	Iteration 47Q: 3 clusters Score -315879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -315879.875000 Penalty: 3916.874512
	Iteration 48Q: 3 clusters Score -315879.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -315879.875000 Penalty: 3916.874512
	Iteration 49F: 3 clusters Score -315879.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -264906.000000 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -264906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -262110.546875 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -262110.5 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -262614.281250 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -262614.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -262753.375000 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -262753.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -262824.281250 Penalty: 3822.926025
	Iteration 3Q: 3 clusters Score -262824.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -262876.406250 Penalty: 3822.926025
	Iteration 4Q: 3 clusters Score -262876.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -262913.906250 Penalty: 3822.926025
	Iteration 5Q: 3 clusters Score -262913.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -262943.656250 Penalty: 3822.926025
	Iteration 6Q: 3 clusters Score -262943.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -262968.312500 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -262968.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -262988.062500 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -262988.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -263008.875000 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -263008.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263034.687500 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -263034.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -263063.031250 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -263063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -263087.125000 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -263087.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -263104.218750 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -263104.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -263123.156250 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -263123.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -263149.593750 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -263149.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -263183.687500 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -263183.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -263218.718750 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -263218.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -263239.218750 Penalty: 3822.926025
	Iteration 18Q: 3 clusters Score -263239.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -263261.468750 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -263261.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -263287.500000 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -263287.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -263305.875000 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -263305.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -263324.437500 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -263324.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -263343.000000 Penalty: 3822.926025
	Iteration 23Q: 3 clusters Score -263343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -263364.906250 Penalty: 3822.926025
	Iteration 24Q: 3 clusters Score -263364.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -263390.750000 Penalty: 3822.926025
	Iteration 25Q: 3 clusters Score -263390.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -263417.562500 Penalty: 3822.926025
	Iteration 26Q: 3 clusters Score -263417.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -263448.531250 Penalty: 3822.926025
	Iteration 27Q: 3 clusters Score -263448.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -263476.031250 Penalty: 3822.926025
	Iteration 28Q: 3 clusters Score -263476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -263494.156250 Penalty: 3822.926025
	Iteration 29Q: 3 clusters Score -263494.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -263510.156250 Penalty: 3822.926025
	Iteration 30Q: 3 clusters Score -263510.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -263526.250000 Penalty: 3822.926025
	Iteration 31Q: 3 clusters Score -263526.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -263536.156250 Penalty: 3822.926025
	Iteration 32Q: 3 clusters Score -263536.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -263546.906250 Penalty: 3822.926025
	Iteration 33Q: 3 clusters Score -263546.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -263556.281250 Penalty: 3822.926025
	Iteration 34Q: 3 clusters Score -263556.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -263567.437500 Penalty: 3822.926025
	Iteration 35Q: 3 clusters Score -263567.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -263586.781250 Penalty: 3822.926025
	Iteration 36Q: 3 clusters Score -263586.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -263609.656250 Penalty: 3822.926025
	Iteration 37Q: 3 clusters Score -263609.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -263629.281250 Penalty: 3822.926025
	Iteration 38Q: 3 clusters Score -263629.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -263640.906250 Penalty: 3822.926025
	Iteration 39Q: 3 clusters Score -263640.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -263647.968750 Penalty: 3822.926025
	Iteration 40F: 3 clusters Score -263648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -263655.750000 Penalty: 3822.926025
	Iteration 41Q: 3 clusters Score -263655.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -263668.625000 Penalty: 3822.926025
	Iteration 42Q: 3 clusters Score -263668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -263683.656250 Penalty: 3822.926025
	Iteration 43Q: 3 clusters Score -263683.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -263695.093750 Penalty: 3822.926025
	Iteration 44Q: 3 clusters Score -263695.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -263703.437500 Penalty: 3822.926025
	Iteration 45Q: 3 clusters Score -263703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -263708.093750 Penalty: 3822.926025
	Iteration 46Q: 3 clusters Score -263708.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -263717.406250 Penalty: 3822.926025
	Iteration 47Q: 3 clusters Score -263717.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -263720.218750 Penalty: 3822.926025
	Iteration 48Q: 3 clusters Score -263720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -263723.656250 Penalty: 3822.926025
	Iteration 49Q: 3 clusters Score -263723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -263727.031250 Penalty: 3822.926025
	Iteration 50Q: 3 clusters Score -263727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -263729.718750 Penalty: 3822.926025
	Iteration 51Q: 3 clusters Score -263729.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -263731.593750 Penalty: 3822.926025
	Iteration 52Q: 3 clusters Score -263731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -263733.000000 Penalty: 3822.926025
	Iteration 53Q: 3 clusters Score -263733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -263735.250000 Penalty: 3822.926025
	Iteration 54Q: 3 clusters Score -263735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -263737.187500 Penalty: 3822.926025
	Iteration 55Q: 3 clusters Score -263737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -263737.718750 Penalty: 3822.926025
	Iteration 56Q: 3 clusters Score -263737.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -263738.031250 Penalty: 3822.926025
	Iteration 57Q: 3 clusters Score -263738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -263738.031250 Penalty: 3822.926025
	Iteration 58F: 3 clusters Score -263738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Entering Unmasked Estep 
Score: -2199371.500000 Penalty: 2429.301025
	Iteration 0F: 2 clusters Score -2199372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2186500.250000 Penalty: 4858.602051
	Iteration 0F: 3 clusters Score -2186500 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2190781.500000 Penalty: 4858.602051
	Iteration 1F: 3 clusters Score -2190782 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2191231.750000 Penalty: 4858.602051
	Iteration 2F: 3 clusters Score -2191232 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2191588.250000 Penalty: 4858.602051
	Iteration 3F: 3 clusters Score -2191588 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2191880.000000 Penalty: 4858.602051
	Iteration 4Q: 3 clusters Score -2191880 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2192198.750000 Penalty: 4858.602051
	Iteration 5Q: 3 clusters Score -2192199 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2192538.750000 Penalty: 4858.602051
	Iteration 6Q: 3 clusters Score -2192539 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2192878.500000 Penalty: 4858.602051
	Iteration 7Q: 3 clusters Score -2192878 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2193292.250000 Penalty: 4858.602051
	Iteration 8Q: 3 clusters Score -2193292 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2193729.000000 Penalty: 4858.602051
	Iteration 9Q: 3 clusters Score -2193729 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2194159.750000 Penalty: 4858.602051
	Iteration 10Q: 3 clusters Score -2194160 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2194674.750000 Penalty: 4858.602051
	Iteration 11Q: 3 clusters Score -2194675 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2195213.000000 Penalty: 4858.602051
	Iteration 12Q: 3 clusters Score -2195213 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2195638.250000 Penalty: 4858.602051
	Iteration 13Q: 3 clusters Score -2195638 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2195929.750000 Penalty: 4858.602051
	Iteration 14Q: 3 clusters Score -2195930 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2196118.750000 Penalty: 4858.602051
	Iteration 15Q: 3 clusters Score -2196119 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2196219.750000 Penalty: 4858.602051
	Iteration 16Q: 3 clusters Score -2196220 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2196301.000000 Penalty: 4858.602051
	Iteration 17Q: 3 clusters Score -2196301 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2196360.750000 Penalty: 4858.602051
	Iteration 18Q: 3 clusters Score -2196361 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2196405.250000 Penalty: 4858.602051
	Iteration 19Q: 3 clusters Score -2196405 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2196451.000000 Penalty: 4858.602051
	Iteration 20F: 3 clusters Score -2196451 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2196488.000000 Penalty: 4858.602051
	Iteration 21Q: 3 clusters Score -2196488 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2196511.250000 Penalty: 4858.602051
	Iteration 22Q: 3 clusters Score -2196511 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2196534.750000 Penalty: 4858.602051
	Iteration 23Q: 3 clusters Score -2196535 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2196566.500000 Penalty: 4858.602051
	Iteration 24Q: 3 clusters Score -2196566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2196568.500000 Penalty: 4858.602051
	Iteration 25Q: 3 clusters Score -2196568 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2196588.500000 Penalty: 4858.602051
	Iteration 26Q: 3 clusters Score -2196588 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2196604.500000 Penalty: 4858.602051
	Iteration 27Q: 3 clusters Score -2196604 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2196621.500000 Penalty: 4858.602051
	Iteration 28Q: 3 clusters Score -2196622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2196640.500000 Penalty: 4858.602051
	Iteration 29Q: 3 clusters Score -2196640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2196643.000000 Penalty: 4858.602051
	Iteration 30Q: 3 clusters Score -2196643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2196649.750000 Penalty: 4858.602051
	Iteration 31Q: 3 clusters Score -2196650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2196663.500000 Penalty: 4858.602051
	Iteration 32Q: 3 clusters Score -2196664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2196675.750000 Penalty: 4858.602051
	Iteration 33Q: 3 clusters Score -2196676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2196691.250000 Penalty: 4858.602051
	Iteration 34Q: 3 clusters Score -2196691 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2196695.250000 Penalty: 4858.602051
	Iteration 35Q: 3 clusters Score -2196695 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2196715.750000 Penalty: 4858.602051
	Iteration 36Q: 3 clusters Score -2196716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2196719.500000 Penalty: 4858.602051
	Iteration 37Q: 3 clusters Score -2196720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2196729.000000 Penalty: 4858.602051
	Iteration 38Q: 3 clusters Score -2196729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2196744.250000 Penalty: 4858.602051
	Iteration 39Q: 3 clusters Score -2196744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2196768.000000 Penalty: 4858.602051
	Iteration 40F: 3 clusters Score -2196768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2196780.000000 Penalty: 4858.602051
	Iteration 41Q: 3 clusters Score -2196780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2196788.750000 Penalty: 4858.602051
	Iteration 42Q: 3 clusters Score -2196789 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2196793.250000 Penalty: 4858.602051
	Iteration 43Q: 3 clusters Score -2196793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2196797.250000 Penalty: 4858.602051
	Iteration 44Q: 3 clusters Score -2196797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2196799.250000 Penalty: 4858.602051
	Iteration 45Q: 3 clusters Score -2196799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2196806.250000 Penalty: 4858.602051
	Iteration 46Q: 3 clusters Score -2196806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2196807.250000 Penalty: 4858.602051
	Iteration 47Q: 3 clusters Score -2196807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2196813.500000 Penalty: 4858.602051
	Iteration 48Q: 3 clusters Score -2196814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2196815.750000 Penalty: 4858.602051
	Iteration 49Q: 3 clusters Score -2196816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2196815.500000 Penalty: 4858.602051
	Iteration 50Q: 3 clusters Score -2196816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2196822.750000 Penalty: 4858.602051
	Iteration 51Q: 3 clusters Score -2196823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2196829.000000 Penalty: 4858.602051
	Iteration 52Q: 3 clusters Score -2196829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2196834.000000 Penalty: 4858.602051
	Iteration 53Q: 3 clusters Score -2196834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2196840.250000 Penalty: 4858.602051
	Iteration 54Q: 3 clusters Score -2196840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2196836.250000 Penalty: 4858.602051
	Iteration 55Q: 3 clusters Score -2196836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2196844.500000 Penalty: 4858.602051
	Iteration 56Q: 3 clusters Score -2196844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2196844.750000 Penalty: 4858.602051
	Iteration 57Q: 3 clusters Score -2196845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2196846.000000 Penalty: 4858.602051
	Iteration 58Q: 3 clusters Score -2196846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2196846.750000 Penalty: 4858.602051
	Iteration 59Q: 3 clusters Score -2196847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2196852.000000 Penalty: 4858.602051
	Iteration 60F: 3 clusters Score -2196852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2196853.500000 Penalty: 4858.602051
	Iteration 61Q: 3 clusters Score -2196854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2196855.250000 Penalty: 4858.602051
	Iteration 62Q: 3 clusters Score -2196855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2196855.000000 Penalty: 4858.602051
	Iteration 63Q: 3 clusters Score -2196855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2196852.000000 Penalty: 4858.602051
	Iteration 64Q: 3 clusters Score -2196852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2196855.000000 Penalty: 4858.602051
	Iteration 65Q: 3 clusters Score -2196855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2196855.750000 Penalty: 4858.602051
	Iteration 66Q: 3 clusters Score -2196856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2196854.250000 Penalty: 4858.602051
	Iteration 67Q: 3 clusters Score -2196854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2196855.000000 Penalty: 4858.602051
	Iteration 68Q: 3 clusters Score -2196855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2196857.500000 Penalty: 4858.602051
	Iteration 69Q: 3 clusters Score -2196858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2196856.250000 Penalty: 4858.602051
	Iteration 70Q: 3 clusters Score -2196856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2196860.250000 Penalty: 4858.602051
	Iteration 71Q: 3 clusters Score -2196860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2196860.500000 Penalty: 4858.602051
	Iteration 72Q: 3 clusters Score -2196860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2196861.000000 Penalty: 4858.602051
	Iteration 73Q: 3 clusters Score -2196861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2196858.250000 Penalty: 4858.602051
	Iteration 74Q: 3 clusters Score -2196858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2196860.500000 Penalty: 4858.602051
	Iteration 75Q: 3 clusters Score -2196860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2196860.000000 Penalty: 4858.602051
	Iteration 76Q: 3 clusters Score -2196860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2196860.000000 Penalty: 4858.602051
	Iteration 77F: 3 clusters Score -2196860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Entering Unmasked Estep 
Score: -687545.312500 Penalty: 2143.537598
	Iteration 0F: 2 clusters Score -687545.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -682621.750000 Penalty: 4287.075195
	Iteration 0F: 3 clusters Score -682621.8 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -683845.062500 Penalty: 4287.075195
	Iteration 1F: 3 clusters Score -683845.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -684210.187500 Penalty: 4287.075195
	Iteration 2F: 3 clusters Score -684210.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -684530.812500 Penalty: 4287.075195
	Iteration 3F: 3 clusters Score -684530.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -684836.562500 Penalty: 4287.075195
	Iteration 4F: 3 clusters Score -684836.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -685152.750000 Penalty: 4287.075195
	Iteration 5F: 3 clusters Score -685152.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -685494.437500 Penalty: 4287.075195
	Iteration 6F: 3 clusters Score -685494.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -685812.250000 Penalty: 4287.075195
	Iteration 7F: 3 clusters Score -685812.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -686080.687500 Penalty: 4287.075195
	Iteration 8Q: 3 clusters Score -686080.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -686258.250000 Penalty: 4287.075195
	Iteration 9Q: 3 clusters Score -686258.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -686347.687500 Penalty: 4287.075195
	Iteration 10Q: 3 clusters Score -686347.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -686412.375000 Penalty: 4287.075195
	Iteration 11Q: 3 clusters Score -686412.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -686450.812500 Penalty: 4287.075195
	Iteration 12Q: 3 clusters Score -686450.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -686477.562500 Penalty: 4287.075195
	Iteration 13Q: 3 clusters Score -686477.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -686492.875000 Penalty: 4287.075195
	Iteration 14Q: 3 clusters Score -686492.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -686504.125000 Penalty: 4287.075195
	Iteration 15Q: 3 clusters Score -686504.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -686516.625000 Penalty: 4287.075195
	Iteration 16Q: 3 clusters Score -686516.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -686527.062500 Penalty: 4287.075195
	Iteration 17Q: 3 clusters Score -686527.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -686531.687500 Penalty: 4287.075195
	Iteration 18Q: 3 clusters Score -686531.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -686538.625000 Penalty: 4287.075195
	Iteration 19Q: 3 clusters Score -686538.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -686548.812500 Penalty: 4287.075195
	Iteration 20F: 3 clusters Score -686548.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -686561.687500 Penalty: 4287.075195
	Iteration 21Q: 3 clusters Score -686561.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -686575.312500 Penalty: 4287.075195
	Iteration 22Q: 3 clusters Score -686575.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -686590.500000 Penalty: 4287.075195
	Iteration 23Q: 3 clusters Score -686590.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -686606.875000 Penalty: 4287.075195
	Iteration 24Q: 3 clusters Score -686606.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -686620.250000 Penalty: 4287.075195
	Iteration 25Q: 3 clusters Score -686620.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -686626.625000 Penalty: 4287.075195
	Iteration 26Q: 3 clusters Score -686626.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -686632.562500 Penalty: 4287.075195
	Iteration 27Q: 3 clusters Score -686632.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -686637.937500 Penalty: 4287.075195
	Iteration 28Q: 3 clusters Score -686637.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -686639.750000 Penalty: 4287.075195
	Iteration 29Q: 3 clusters Score -686639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -686641.625000 Penalty: 4287.075195
	Iteration 30Q: 3 clusters Score -686641.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -686643.312500 Penalty: 4287.075195
	Iteration 31Q: 3 clusters Score -686643.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -686645.500000 Penalty: 4287.075195
	Iteration 32Q: 3 clusters Score -686645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -686645.062500 Penalty: 4287.075195
	Iteration 33Q: 3 clusters Score -686645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -686646.437500 Penalty: 4287.075195
	Iteration 34Q: 3 clusters Score -686646.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -686648.187500 Penalty: 4287.075195
	Iteration 35Q: 3 clusters Score -686648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -686649.750000 Penalty: 4287.075195
	Iteration 36Q: 3 clusters Score -686649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -686649.750000 Penalty: 4287.075195
	Iteration 37Q: 3 clusters Score -686649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -686649.500000 Penalty: 4287.075195
	Iteration 38Q: 3 clusters Score -686649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -686651.750000 Penalty: 4287.075195
	Iteration 39Q: 3 clusters Score -686651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -686651.687500 Penalty: 4287.075195
	Iteration 40F: 3 clusters Score -686651.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -686653.125000 Penalty: 4287.075195
	Iteration 41Q: 3 clusters Score -686653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -686655.875000 Penalty: 4287.075195
	Iteration 42Q: 3 clusters Score -686655.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -686657.250000 Penalty: 4287.075195
	Iteration 43Q: 3 clusters Score -686657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -686656.875000 Penalty: 4287.075195
	Iteration 44Q: 3 clusters Score -686656.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -686657.687500 Penalty: 4287.075195
	Iteration 45Q: 3 clusters Score -686657.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -686658.437500 Penalty: 4287.075195
	Iteration 46Q: 3 clusters Score -686658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -686658.687500 Penalty: 4287.075195
	Iteration 47Q: 3 clusters Score -686658.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -686658.687500 Penalty: 4287.075195
	Iteration 48F: 3 clusters Score -686658.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (69829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Entering Unmasked Estep 
Score: -7834734.500000 Penalty: 2766.143555
	Iteration 0F: 2 clusters Score -7834734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -7788085.500000 Penalty: 5532.287109
	Iteration 0F: 3 clusters Score -7788086 nChanged 32638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -7806923.000000 Penalty: 5532.287109
	Iteration 1F: 3 clusters Score -7806923 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -7807909.000000 Penalty: 5532.287109
	Iteration 2Q: 3 clusters Score -7807909 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -7809095.000000 Penalty: 5532.287109
	Iteration 3Q: 3 clusters Score -7809095 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -7810742.500000 Penalty: 5532.287109
	Iteration 4Q: 3 clusters Score -7810742 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -7812871.000000 Penalty: 5532.287109
	Iteration 5F: 3 clusters Score -7812871 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -7815814.500000 Penalty: 5532.287109
	Iteration 6F: 3 clusters Score -7815814 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -7819383.000000 Penalty: 5532.287109
	Iteration 7F: 3 clusters Score -7819383 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -7822756.000000 Penalty: 5532.287109
	Iteration 8F: 3 clusters Score -7822756 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -7825499.500000 Penalty: 5532.287109
	Iteration 9Q: 3 clusters Score -7825500 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -7827472.500000 Penalty: 5532.287109
	Iteration 10Q: 3 clusters Score -7827472 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -7828771.500000 Penalty: 5532.287109
	Iteration 11Q: 3 clusters Score -7828772 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -7829753.500000 Penalty: 5532.287109
	Iteration 12Q: 3 clusters Score -7829754 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -7830512.500000 Penalty: 5532.287109
	Iteration 13Q: 3 clusters Score -7830512 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -7831035.500000 Penalty: 5532.287109
	Iteration 14Q: 3 clusters Score -7831036 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 66858 members 
Entering Unmasked Estep 
Score: -7831463.500000 Penalty: 5532.287109
	Iteration 15Q: 3 clusters Score -7831464 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -7831783.000000 Penalty: 5532.287109
	Iteration 16Q: 3 clusters Score -7831783 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -7832008.000000 Penalty: 5532.287109
	Iteration 17Q: 3 clusters Score -7832008 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -7832198.000000 Penalty: 5532.287109
	Iteration 18Q: 3 clusters Score -7832198 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -7832347.500000 Penalty: 5532.287109
	Iteration 19Q: 3 clusters Score -7832348 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -7832461.000000 Penalty: 5532.287109
	Iteration 20F: 3 clusters Score -7832461 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -7832549.500000 Penalty: 5532.287109
	Iteration 21Q: 3 clusters Score -7832550 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 68717 members 
Entering Unmasked Estep 
Score: -7832636.000000 Penalty: 5532.287109
	Iteration 22Q: 3 clusters Score -7832636 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -7832726.000000 Penalty: 5532.287109
	Iteration 23Q: 3 clusters Score -7832726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -7832782.500000 Penalty: 5532.287109
	Iteration 24Q: 3 clusters Score -7832782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -7832817.000000 Penalty: 5532.287109
	Iteration 25Q: 3 clusters Score -7832817 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -7832821.000000 Penalty: 5532.287109
	Iteration 26Q: 3 clusters Score -7832821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 68897 members 
Entering Unmasked Estep 
Score: -7832827.000000 Penalty: 5532.287109
	Iteration 27Q: 3 clusters Score -7832827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -7832831.500000 Penalty: 5532.287109
	Iteration 28Q: 3 clusters Score -7832832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -7832846.500000 Penalty: 5532.287109
	Iteration 29Q: 3 clusters Score -7832846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -7832844.000000 Penalty: 5532.287109
	Iteration 30Q: 3 clusters Score -7832844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -7832857.000000 Penalty: 5532.287109
	Iteration 31Q: 3 clusters Score -7832857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -7832855.500000 Penalty: 5532.287109
	Iteration 32Q: 3 clusters Score -7832856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -7832854.000000 Penalty: 5532.287109
	Iteration 33Q: 3 clusters Score -7832854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -7832854.000000 Penalty: 5532.287109
	Iteration 34F: 3 clusters Score -7832854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Entering Unmasked Estep 
Score: -621593.875000 Penalty: 2154.485596
	Iteration 0F: 2 clusters Score -621593.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -616576.187500 Penalty: 4308.971191
	Iteration 0F: 3 clusters Score -616576.2 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -618308.187500 Penalty: 4308.971191
	Iteration 1F: 3 clusters Score -618308.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -618982.812500 Penalty: 4308.971191
	Iteration 2F: 3 clusters Score -618982.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -619464.625000 Penalty: 4308.971191
	Iteration 3F: 3 clusters Score -619464.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -619831.687500 Penalty: 4308.971191
	Iteration 4F: 3 clusters Score -619831.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -620086.500000 Penalty: 4308.971191
	Iteration 5F: 3 clusters Score -620086.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -620230.437500 Penalty: 4308.971191
	Iteration 6Q: 3 clusters Score -620230.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -620311.312500 Penalty: 4308.971191
	Iteration 7Q: 3 clusters Score -620311.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -620365.875000 Penalty: 4308.971191
	Iteration 8Q: 3 clusters Score -620365.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -620409.437500 Penalty: 4308.971191
	Iteration 9Q: 3 clusters Score -620409.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -620439.500000 Penalty: 4308.971191
	Iteration 10Q: 3 clusters Score -620439.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -620463.812500 Penalty: 4308.971191
	Iteration 11Q: 3 clusters Score -620463.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -620477.750000 Penalty: 4308.971191
	Iteration 12Q: 3 clusters Score -620477.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -620491.250000 Penalty: 4308.971191
	Iteration 13Q: 3 clusters Score -620491.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -620503.812500 Penalty: 4308.971191
	Iteration 14Q: 3 clusters Score -620503.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -620511.562500 Penalty: 4308.971191
	Iteration 15Q: 3 clusters Score -620511.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -620514.437500 Penalty: 4308.971191
	Iteration 16Q: 3 clusters Score -620514.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -620518.812500 Penalty: 4308.971191
	Iteration 17Q: 3 clusters Score -620518.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -620522.125000 Penalty: 4308.971191
	Iteration 18Q: 3 clusters Score -620522.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -620524.312500 Penalty: 4308.971191
	Iteration 19Q: 3 clusters Score -620524.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -620525.750000 Penalty: 4308.971191
	Iteration 20F: 3 clusters Score -620525.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -620529.812500 Penalty: 4308.971191
	Iteration 21Q: 3 clusters Score -620529.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -620534.625000 Penalty: 4308.971191
	Iteration 22Q: 3 clusters Score -620534.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -620537.312500 Penalty: 4308.971191
	Iteration 23Q: 3 clusters Score -620537.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -620537.312500 Penalty: 4308.971191
	Iteration 24Q: 3 clusters Score -620537.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -620537.312500 Penalty: 4308.971191
	Iteration 25F: 3 clusters Score -620537.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -57210.664062 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -57210.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55865.847656 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -55865.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56023.640625 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -56023.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56067.011719 Penalty: 2956.658691
	Iteration 2Q: 3 clusters Score -56067.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56131.859375 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -56131.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56226.414062 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -56226.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56260.269531 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -56260.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56287.925781 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -56287.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -56316.531250 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -56316.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56340.117188 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -56340.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56353.222656 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -56353.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -56360.687500 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -56360.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56387.292969 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -56387.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56398.660156 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -56398.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -56403.453125 Penalty: 2956.658691
	Iteration 13Q: 3 clusters Score -56403.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -56407.195312 Penalty: 2956.658691
	Iteration 14Q: 3 clusters Score -56407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -56409.843750 Penalty: 2956.658691
	Iteration 15Q: 3 clusters Score -56409.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -56409.843750 Penalty: 2956.658691
	Iteration 16F: 3 clusters Score -56409.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (19402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Entering Unmasked Estep 
Score: -2449411.250000 Penalty: 2448.536621
	Iteration 0F: 2 clusters Score -2449411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2435751.250000 Penalty: 4897.073242
	Iteration 0F: 3 clusters Score -2435751 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2440172.500000 Penalty: 4897.073242
	Iteration 1F: 3 clusters Score -2440172 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2440592.000000 Penalty: 4897.073242
	Iteration 2F: 3 clusters Score -2440592 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2441046.500000 Penalty: 4897.073242
	Iteration 3F: 3 clusters Score -2441046 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2441600.000000 Penalty: 4897.073242
	Iteration 4F: 3 clusters Score -2441600 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2442235.500000 Penalty: 4897.073242
	Iteration 5F: 3 clusters Score -2442236 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2443032.000000 Penalty: 4897.073242
	Iteration 6F: 3 clusters Score -2443032 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2443974.500000 Penalty: 4897.073242
	Iteration 7F: 3 clusters Score -2443974 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2444974.750000 Penalty: 4897.073242
	Iteration 8F: 3 clusters Score -2444975 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2445864.750000 Penalty: 4897.073242
	Iteration 9F: 3 clusters Score -2445865 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2446462.250000 Penalty: 4897.073242
	Iteration 10Q: 3 clusters Score -2446462 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2446831.500000 Penalty: 4897.073242
	Iteration 11Q: 3 clusters Score -2446832 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2447046.000000 Penalty: 4897.073242
	Iteration 12Q: 3 clusters Score -2447046 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2447149.250000 Penalty: 4897.073242
	Iteration 13Q: 3 clusters Score -2447149 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2447209.000000 Penalty: 4897.073242
	Iteration 14Q: 3 clusters Score -2447209 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2447247.500000 Penalty: 4897.073242
	Iteration 15Q: 3 clusters Score -2447248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2447273.250000 Penalty: 4897.073242
	Iteration 16Q: 3 clusters Score -2447273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2447285.000000 Penalty: 4897.073242
	Iteration 17Q: 3 clusters Score -2447285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2447303.000000 Penalty: 4897.073242
	Iteration 18Q: 3 clusters Score -2447303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2447311.750000 Penalty: 4897.073242
	Iteration 19Q: 3 clusters Score -2447312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2447315.750000 Penalty: 4897.073242
	Iteration 20F: 3 clusters Score -2447316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2447317.750000 Penalty: 4897.073242
	Iteration 21Q: 3 clusters Score -2447318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2447323.750000 Penalty: 4897.073242
	Iteration 22Q: 3 clusters Score -2447324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2447325.000000 Penalty: 4897.073242
	Iteration 23Q: 3 clusters Score -2447325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2447325.000000 Penalty: 4897.073242
	Iteration 24F: 3 clusters Score -2447325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -391097.718750 Penalty: 1996.495361
	Iteration 0F: 2 clusters Score -391097.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -387750.531250 Penalty: 3992.990723
	Iteration 0F: 3 clusters Score -387750.5 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -388435.562500 Penalty: 3992.990723
	Iteration 1F: 3 clusters Score -388435.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -388582.343750 Penalty: 3992.990723
	Iteration 2F: 3 clusters Score -388582.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -388663.218750 Penalty: 3992.990723
	Iteration 3Q: 3 clusters Score -388663.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -388708.281250 Penalty: 3992.990723
	Iteration 4Q: 3 clusters Score -388708.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -388739.781250 Penalty: 3992.990723
	Iteration 5Q: 3 clusters Score -388739.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -388762.062500 Penalty: 3992.990723
	Iteration 6Q: 3 clusters Score -388762.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -388781.750000 Penalty: 3992.990723
	Iteration 7Q: 3 clusters Score -388781.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -388799.406250 Penalty: 3992.990723
	Iteration 8Q: 3 clusters Score -388799.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -388808.562500 Penalty: 3992.990723
	Iteration 9Q: 3 clusters Score -388808.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -388815.500000 Penalty: 3992.990723
	Iteration 10Q: 3 clusters Score -388815.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -388823.062500 Penalty: 3992.990723
	Iteration 11Q: 3 clusters Score -388823.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -388831.500000 Penalty: 3992.990723
	Iteration 12Q: 3 clusters Score -388831.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -388840.375000 Penalty: 3992.990723
	Iteration 13Q: 3 clusters Score -388840.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -388847.750000 Penalty: 3992.990723
	Iteration 14Q: 3 clusters Score -388847.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -388855.468750 Penalty: 3992.990723
	Iteration 15Q: 3 clusters Score -388855.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -388862.687500 Penalty: 3992.990723
	Iteration 16Q: 3 clusters Score -388862.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -388866.968750 Penalty: 3992.990723
	Iteration 17Q: 3 clusters Score -388867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -388870.156250 Penalty: 3992.990723
	Iteration 18Q: 3 clusters Score -388870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -388872.406250 Penalty: 3992.990723
	Iteration 19Q: 3 clusters Score -388872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -388874.906250 Penalty: 3992.990723
	Iteration 20F: 3 clusters Score -388874.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -388879.781250 Penalty: 3992.990723
	Iteration 21Q: 3 clusters Score -388879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -388882.375000 Penalty: 3992.990723
	Iteration 22Q: 3 clusters Score -388882.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -388885.718750 Penalty: 3992.990723
	Iteration 23Q: 3 clusters Score -388885.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -388889.187500 Penalty: 3992.990723
	Iteration 24Q: 3 clusters Score -388889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -388893.593750 Penalty: 3992.990723
	Iteration 25Q: 3 clusters Score -388893.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -388897.156250 Penalty: 3992.990723
	Iteration 26Q: 3 clusters Score -388897.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -388900.531250 Penalty: 3992.990723
	Iteration 27Q: 3 clusters Score -388900.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -388905.125000 Penalty: 3992.990723
	Iteration 28Q: 3 clusters Score -388905.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -388907.687500 Penalty: 3992.990723
	Iteration 29Q: 3 clusters Score -388907.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -388909.125000 Penalty: 3992.990723
	Iteration 30Q: 3 clusters Score -388909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -388911.500000 Penalty: 3992.990723
	Iteration 31Q: 3 clusters Score -388911.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -388912.250000 Penalty: 3992.990723
	Iteration 32Q: 3 clusters Score -388912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -388911.875000 Penalty: 3992.990723
	Iteration 33Q: 3 clusters Score -388911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -388912.562500 Penalty: 3992.990723
	Iteration 34Q: 3 clusters Score -388912.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -388912.562500 Penalty: 3992.990723
	Iteration 35F: 3 clusters Score -388912.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -500512.781250 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -500512.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -496425.343750 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -496425.3 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -497419.250000 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -497419.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -497690.250000 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -497690.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -497970.718750 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -497970.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -498334.812500 Penalty: 4147.986328
	Iteration 4F: 3 clusters Score -498334.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -498789.125000 Penalty: 4147.986328
	Iteration 5F: 3 clusters Score -498789.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -499229.062500 Penalty: 4147.986328
	Iteration 6F: 3 clusters Score -499229.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -499544.250000 Penalty: 4147.986328
	Iteration 7F: 3 clusters Score -499544.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -499735.468750 Penalty: 4147.986328
	Iteration 8Q: 3 clusters Score -499735.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -499860.125000 Penalty: 4147.986328
	Iteration 9Q: 3 clusters Score -499860.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -499951.468750 Penalty: 4147.986328
	Iteration 10Q: 3 clusters Score -499951.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -500014.906250 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -500014.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -500052.906250 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -500052.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -500074.531250 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -500074.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -500091.875000 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -500091.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -500107.218750 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -500107.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -500119.187500 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -500119.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -500125.500000 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -500125.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -500129.250000 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -500129.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -500131.656250 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -500131.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -500132.875000 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -500132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -500132.468750 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -500132.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -500133.125000 Penalty: 4147.986328
	Iteration 22Q: 3 clusters Score -500133.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -500134.093750 Penalty: 4147.986328
	Iteration 23Q: 3 clusters Score -500134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -500134.406250 Penalty: 4147.986328
	Iteration 24Q: 3 clusters Score -500134.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -500134.406250 Penalty: 4147.986328
	Iteration 25F: 3 clusters Score -500134.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -32468.677734 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -32468.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31182.376953 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -31182.38 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -31539.265625 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -31539.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -31791.226562 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -31791.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31977.673828 Penalty: 3079.460693
	Iteration 3F: 3 clusters Score -31977.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -32052.880859 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -32052.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -32098.238281 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -32098.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -32123.761719 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -32123.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -32135.431641 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -32135.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -32150.654297 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -32150.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32157.871094 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -32157.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32157.871094 Penalty: 3079.460693
	Iteration 10F: 3 clusters Score -32157.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -433885.875000 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -433885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -430212.375000 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -430212.4 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -431034.406250 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -431034.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -431241.625000 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -431241.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -431397.093750 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -431397.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -431510.156250 Penalty: 4076.785645
	Iteration 4Q: 3 clusters Score -431510.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -431599.687500 Penalty: 4076.785645
	Iteration 5Q: 3 clusters Score -431599.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -431682.750000 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -431682.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -431802.843750 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -431802.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -431912.812500 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -431912.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -432017.250000 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -432017.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -432113.062500 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -432113.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -432197.781250 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -432197.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -432280.531250 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -432280.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -432354.875000 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -432354.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -432424.812500 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -432424.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -432493.312500 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -432493.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -432565.156250 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -432565.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -432626.718750 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -432626.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -432668.468750 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -432668.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -432702.031250 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -432702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -432723.062500 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -432723.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -432738.562500 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -432738.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -432749.750000 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -432749.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -432754.750000 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -432754.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -432759.968750 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -432760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -432765.218750 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -432765.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -432769.937500 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -432769.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -432772.375000 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -432772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -432771.500000 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -432771.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -432772.937500 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -432772.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -432772.937500 Penalty: 4076.785645
	Iteration 30F: 3 clusters Score -432772.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (16747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Entering Unmasked Estep 
Score: -2000385.875000 Penalty: 2412.041504
	Iteration 0F: 2 clusters Score -2000386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1988454.000000 Penalty: 4824.083008
	Iteration 0F: 3 clusters Score -1988454 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1992750.125000 Penalty: 4824.083008
	Iteration 1F: 3 clusters Score -1992750 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1993567.000000 Penalty: 4824.083008
	Iteration 2F: 3 clusters Score -1993567 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1994493.125000 Penalty: 4824.083008
	Iteration 3F: 3 clusters Score -1994493 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1995483.250000 Penalty: 4824.083008
	Iteration 4F: 3 clusters Score -1995483 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1996242.625000 Penalty: 4824.083008
	Iteration 5F: 3 clusters Score -1996243 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1996736.625000 Penalty: 4824.083008
	Iteration 6F: 3 clusters Score -1996737 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1997049.875000 Penalty: 4824.083008
	Iteration 7Q: 3 clusters Score -1997050 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1997218.625000 Penalty: 4824.083008
	Iteration 8Q: 3 clusters Score -1997219 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1997335.375000 Penalty: 4824.083008
	Iteration 9Q: 3 clusters Score -1997335 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1997441.125000 Penalty: 4824.083008
	Iteration 10Q: 3 clusters Score -1997441 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1997523.875000 Penalty: 4824.083008
	Iteration 11Q: 3 clusters Score -1997524 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1997600.000000 Penalty: 4824.083008
	Iteration 12Q: 3 clusters Score -1997600 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1997682.625000 Penalty: 4824.083008
	Iteration 13Q: 3 clusters Score -1997683 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1997756.875000 Penalty: 4824.083008
	Iteration 14Q: 3 clusters Score -1997757 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1997828.375000 Penalty: 4824.083008
	Iteration 15Q: 3 clusters Score -1997828 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1997890.625000 Penalty: 4824.083008
	Iteration 16Q: 3 clusters Score -1997891 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1997951.625000 Penalty: 4824.083008
	Iteration 17Q: 3 clusters Score -1997952 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1998016.625000 Penalty: 4824.083008
	Iteration 18Q: 3 clusters Score -1998017 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1998075.875000 Penalty: 4824.083008
	Iteration 19Q: 3 clusters Score -1998076 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1998135.375000 Penalty: 4824.083008
	Iteration 20F: 3 clusters Score -1998135 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1998182.250000 Penalty: 4824.083008
	Iteration 21Q: 3 clusters Score -1998182 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1998220.625000 Penalty: 4824.083008
	Iteration 22Q: 3 clusters Score -1998221 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1998267.250000 Penalty: 4824.083008
	Iteration 23Q: 3 clusters Score -1998267 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1998302.625000 Penalty: 4824.083008
	Iteration 24Q: 3 clusters Score -1998303 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1998327.875000 Penalty: 4824.083008
	Iteration 25Q: 3 clusters Score -1998328 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1998357.125000 Penalty: 4824.083008
	Iteration 26Q: 3 clusters Score -1998357 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1998380.625000 Penalty: 4824.083008
	Iteration 27Q: 3 clusters Score -1998381 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1998404.125000 Penalty: 4824.083008
	Iteration 28Q: 3 clusters Score -1998404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1998417.875000 Penalty: 4824.083008
	Iteration 29Q: 3 clusters Score -1998418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1998429.500000 Penalty: 4824.083008
	Iteration 30Q: 3 clusters Score -1998430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1998441.875000 Penalty: 4824.083008
	Iteration 31Q: 3 clusters Score -1998442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1998450.750000 Penalty: 4824.083008
	Iteration 32Q: 3 clusters Score -1998451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1998465.125000 Penalty: 4824.083008
	Iteration 33Q: 3 clusters Score -1998465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1998483.250000 Penalty: 4824.083008
	Iteration 34Q: 3 clusters Score -1998483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1998488.375000 Penalty: 4824.083008
	Iteration 35Q: 3 clusters Score -1998488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1998498.000000 Penalty: 4824.083008
	Iteration 36Q: 3 clusters Score -1998498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1998504.375000 Penalty: 4824.083008
	Iteration 37Q: 3 clusters Score -1998504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1998512.875000 Penalty: 4824.083008
	Iteration 38Q: 3 clusters Score -1998513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1998522.000000 Penalty: 4824.083008
	Iteration 39Q: 3 clusters Score -1998522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1998527.500000 Penalty: 4824.083008
	Iteration 40F: 3 clusters Score -1998528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1998532.625000 Penalty: 4824.083008
	Iteration 41Q: 3 clusters Score -1998533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1998543.500000 Penalty: 4824.083008
	Iteration 42Q: 3 clusters Score -1998544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1998543.750000 Penalty: 4824.083008
	Iteration 43Q: 3 clusters Score -1998544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1998549.125000 Penalty: 4824.083008
	Iteration 44Q: 3 clusters Score -1998549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1998550.250000 Penalty: 4824.083008
	Iteration 45Q: 3 clusters Score -1998550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1998556.750000 Penalty: 4824.083008
	Iteration 46Q: 3 clusters Score -1998557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1998559.500000 Penalty: 4824.083008
	Iteration 47Q: 3 clusters Score -1998560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1998563.500000 Penalty: 4824.083008
	Iteration 48Q: 3 clusters Score -1998564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1998569.250000 Penalty: 4824.083008
	Iteration 49Q: 3 clusters Score -1998569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1998573.500000 Penalty: 4824.083008
	Iteration 50Q: 3 clusters Score -1998574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1998578.750000 Penalty: 4824.083008
	Iteration 51Q: 3 clusters Score -1998579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1998582.000000 Penalty: 4824.083008
	Iteration 52Q: 3 clusters Score -1998582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1998584.250000 Penalty: 4824.083008
	Iteration 53Q: 3 clusters Score -1998584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1998584.750000 Penalty: 4824.083008
	Iteration 54Q: 3 clusters Score -1998585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1998587.375000 Penalty: 4824.083008
	Iteration 55Q: 3 clusters Score -1998587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1998589.500000 Penalty: 4824.083008
	Iteration 56Q: 3 clusters Score -1998590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1998590.000000 Penalty: 4824.083008
	Iteration 57Q: 3 clusters Score -1998590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1998592.875000 Penalty: 4824.083008
	Iteration 58Q: 3 clusters Score -1998593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1998592.875000 Penalty: 4824.083008
	Iteration 59F: 3 clusters Score -1998593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Entering Unmasked Estep 
Score: -369109.718750 Penalty: 1995.067261
	Iteration 0F: 2 clusters Score -369109.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -365746.750000 Penalty: 3990.134521
	Iteration 0F: 3 clusters Score -365746.8 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -366438.437500 Penalty: 3990.134521
	Iteration 1F: 3 clusters Score -366438.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -366625.875000 Penalty: 3990.134521
	Iteration 2F: 3 clusters Score -366625.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -366731.375000 Penalty: 3990.134521
	Iteration 3F: 3 clusters Score -366731.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -366808.218750 Penalty: 3990.134521
	Iteration 4Q: 3 clusters Score -366808.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -366872.562500 Penalty: 3990.134521
	Iteration 5Q: 3 clusters Score -366872.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -366905.718750 Penalty: 3990.134521
	Iteration 6Q: 3 clusters Score -366905.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -366931.406250 Penalty: 3990.134521
	Iteration 7Q: 3 clusters Score -366931.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -366956.218750 Penalty: 3990.134521
	Iteration 8Q: 3 clusters Score -366956.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -366971.125000 Penalty: 3990.134521
	Iteration 9Q: 3 clusters Score -366971.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -366981.500000 Penalty: 3990.134521
	Iteration 10Q: 3 clusters Score -366981.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -366994.312500 Penalty: 3990.134521
	Iteration 11Q: 3 clusters Score -366994.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -367010.656250 Penalty: 3990.134521
	Iteration 12Q: 3 clusters Score -367010.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -367022.343750 Penalty: 3990.134521
	Iteration 13Q: 3 clusters Score -367022.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -367035.968750 Penalty: 3990.134521
	Iteration 14Q: 3 clusters Score -367036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -367045.593750 Penalty: 3990.134521
	Iteration 15Q: 3 clusters Score -367045.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -367051.375000 Penalty: 3990.134521
	Iteration 16Q: 3 clusters Score -367051.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -367058.125000 Penalty: 3990.134521
	Iteration 17Q: 3 clusters Score -367058.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -367066.437500 Penalty: 3990.134521
	Iteration 18Q: 3 clusters Score -367066.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -367075.875000 Penalty: 3990.134521
	Iteration 19Q: 3 clusters Score -367075.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -367079.531250 Penalty: 3990.134521
	Iteration 20F: 3 clusters Score -367079.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -367083.093750 Penalty: 3990.134521
	Iteration 21Q: 3 clusters Score -367083.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -367086.125000 Penalty: 3990.134521
	Iteration 22Q: 3 clusters Score -367086.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -367087.875000 Penalty: 3990.134521
	Iteration 23Q: 3 clusters Score -367087.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -367089.531250 Penalty: 3990.134521
	Iteration 24Q: 3 clusters Score -367089.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -367093.062500 Penalty: 3990.134521
	Iteration 25Q: 3 clusters Score -367093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -367095.281250 Penalty: 3990.134521
	Iteration 26Q: 3 clusters Score -367095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -367097.312500 Penalty: 3990.134521
	Iteration 27Q: 3 clusters Score -367097.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -367100.250000 Penalty: 3990.134521
	Iteration 28Q: 3 clusters Score -367100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -367101.656250 Penalty: 3990.134521
	Iteration 29Q: 3 clusters Score -367101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -367103.375000 Penalty: 3990.134521
	Iteration 30Q: 3 clusters Score -367103.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -367105.875000 Penalty: 3990.134521
	Iteration 31Q: 3 clusters Score -367105.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -367107.906250 Penalty: 3990.134521
	Iteration 32Q: 3 clusters Score -367107.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -367113.625000 Penalty: 3990.134521
	Iteration 33Q: 3 clusters Score -367113.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -367114.625000 Penalty: 3990.134521
	Iteration 34Q: 3 clusters Score -367114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -367115.593750 Penalty: 3990.134521
	Iteration 35Q: 3 clusters Score -367115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -367116.875000 Penalty: 3990.134521
	Iteration 36Q: 3 clusters Score -367116.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -367119.343750 Penalty: 3990.134521
	Iteration 37Q: 3 clusters Score -367119.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -367122.593750 Penalty: 3990.134521
	Iteration 38Q: 3 clusters Score -367122.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -367126.531250 Penalty: 3990.134521
	Iteration 39Q: 3 clusters Score -367126.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -367127.687500 Penalty: 3990.134521
	Iteration 40F: 3 clusters Score -367127.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -367130.375000 Penalty: 3990.134521
	Iteration 41Q: 3 clusters Score -367130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -367132.406250 Penalty: 3990.134521
	Iteration 42Q: 3 clusters Score -367132.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -367133.656250 Penalty: 3990.134521
	Iteration 43Q: 3 clusters Score -367133.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -367134.625000 Penalty: 3990.134521
	Iteration 44Q: 3 clusters Score -367134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -367135.750000 Penalty: 3990.134521
	Iteration 45Q: 3 clusters Score -367135.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -367136.406250 Penalty: 3990.134521
	Iteration 46Q: 3 clusters Score -367136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -367139.812500 Penalty: 3990.134521
	Iteration 47Q: 3 clusters Score -367139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -367140.156250 Penalty: 3990.134521
	Iteration 48Q: 3 clusters Score -367140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -367141.000000 Penalty: 3990.134521
	Iteration 49Q: 3 clusters Score -367141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -367141.812500 Penalty: 3990.134521
	Iteration 50Q: 3 clusters Score -367141.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -367141.812500 Penalty: 3990.134521
	Iteration 51F: 3 clusters Score -367141.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -75109.171875 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -75109.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73396.742188 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -73396.74 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73642.117188 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -73642.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73729.953125 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -73729.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73782.882812 Penalty: 3257.766602
	Iteration 3Q: 3 clusters Score -73782.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73823.601562 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -73823.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -73853.171875 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -73853.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -73879.273438 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -73879.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73892.148438 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -73892.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73910.781250 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -73910.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73938.929688 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -73938.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -73959.914062 Penalty: 3257.766602
	Iteration 10Q: 3 clusters Score -73959.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -73979.289062 Penalty: 3257.766602
	Iteration 11Q: 3 clusters Score -73979.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74003.195312 Penalty: 3257.766602
	Iteration 12Q: 3 clusters Score -74003.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74014.789062 Penalty: 3257.766602
	Iteration 13Q: 3 clusters Score -74014.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74018.671875 Penalty: 3257.766602
	Iteration 14Q: 3 clusters Score -74018.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -74021.367188 Penalty: 3257.766602
	Iteration 15Q: 3 clusters Score -74021.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -74025.968750 Penalty: 3257.766602
	Iteration 16Q: 3 clusters Score -74025.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74040.500000 Penalty: 3257.766602
	Iteration 17Q: 3 clusters Score -74040.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74057.835938 Penalty: 3257.766602
	Iteration 18Q: 3 clusters Score -74057.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74069.265625 Penalty: 3257.766602
	Iteration 19Q: 3 clusters Score -74069.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74075.671875 Penalty: 3257.766602
	Iteration 20F: 3 clusters Score -74075.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -74085.945312 Penalty: 3257.766602
	Iteration 21Q: 3 clusters Score -74085.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74102.093750 Penalty: 3257.766602
	Iteration 22Q: 3 clusters Score -74102.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74113.070312 Penalty: 3257.766602
	Iteration 23Q: 3 clusters Score -74113.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -74121.601562 Penalty: 3257.766602
	Iteration 24Q: 3 clusters Score -74121.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74138.882812 Penalty: 3257.766602
	Iteration 25Q: 3 clusters Score -74138.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74161.726562 Penalty: 3257.766602
	Iteration 26Q: 3 clusters Score -74161.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74183.750000 Penalty: 3257.766602
	Iteration 27Q: 3 clusters Score -74183.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74207.953125 Penalty: 3257.766602
	Iteration 28Q: 3 clusters Score -74207.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74229.359375 Penalty: 3257.766602
	Iteration 29Q: 3 clusters Score -74229.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74270.265625 Penalty: 3257.766602
	Iteration 30Q: 3 clusters Score -74270.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74312.601562 Penalty: 3257.766602
	Iteration 31Q: 3 clusters Score -74312.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74331.562500 Penalty: 3257.766602
	Iteration 32Q: 3 clusters Score -74331.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74338.531250 Penalty: 3257.766602
	Iteration 33Q: 3 clusters Score -74338.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74339.085938 Penalty: 3257.766602
	Iteration 34Q: 3 clusters Score -74339.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74340.593750 Penalty: 3257.766602
	Iteration 35F: 3 clusters Score -74340.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74347.820312 Penalty: 3257.766602
	Iteration 36Q: 3 clusters Score -74347.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -74354.656250 Penalty: 3257.766602
	Iteration 37Q: 3 clusters Score -74354.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74356.820312 Penalty: 3257.766602
	Iteration 38Q: 3 clusters Score -74356.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74356.820312 Penalty: 3257.766602
	Iteration 39F: 3 clusters Score -74356.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -218861.859375 Penalty: 1805.271118
	Iteration 0F: 2 clusters Score -218861.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -216575.843750 Penalty: 3610.542236
	Iteration 0F: 3 clusters Score -216575.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -217066.171875 Penalty: 3610.542236
	Iteration 1F: 3 clusters Score -217066.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -217360.250000 Penalty: 3610.542236
	Iteration 2F: 3 clusters Score -217360.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -217565.875000 Penalty: 3610.542236
	Iteration 3F: 3 clusters Score -217565.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -217695.843750 Penalty: 3610.542236
	Iteration 4F: 3 clusters Score -217695.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -217803.156250 Penalty: 3610.542236
	Iteration 5Q: 3 clusters Score -217803.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -217869.187500 Penalty: 3610.542236
	Iteration 6Q: 3 clusters Score -217869.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -217931.843750 Penalty: 3610.542236
	Iteration 7Q: 3 clusters Score -217931.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -217972.531250 Penalty: 3610.542236
	Iteration 8Q: 3 clusters Score -217972.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -217994.500000 Penalty: 3610.542236
	Iteration 9Q: 3 clusters Score -217994.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -218013.234375 Penalty: 3610.542236
	Iteration 10Q: 3 clusters Score -218013.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -218027.093750 Penalty: 3610.542236
	Iteration 11Q: 3 clusters Score -218027.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -218038.625000 Penalty: 3610.542236
	Iteration 12Q: 3 clusters Score -218038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -218053.015625 Penalty: 3610.542236
	Iteration 13Q: 3 clusters Score -218053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -218064.218750 Penalty: 3610.542236
	Iteration 14Q: 3 clusters Score -218064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -218068.937500 Penalty: 3610.542236
	Iteration 15Q: 3 clusters Score -218068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -218068.937500 Penalty: 3610.542236
	Iteration 16F: 3 clusters Score -218068.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -180523.937500 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -180523.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -178177.968750 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -178178 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -178540.109375 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -178540.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -178647.812500 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -178647.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -178691.796875 Penalty: 3629.337402
	Iteration 3Q: 3 clusters Score -178691.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -178713.953125 Penalty: 3629.337402
	Iteration 4Q: 3 clusters Score -178714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -178729.843750 Penalty: 3629.337402
	Iteration 5Q: 3 clusters Score -178729.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -178745.984375 Penalty: 3629.337402
	Iteration 6Q: 3 clusters Score -178746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -178764.984375 Penalty: 3629.337402
	Iteration 7Q: 3 clusters Score -178765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -178780.406250 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -178780.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -178790.281250 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -178790.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -178800.156250 Penalty: 3629.337402
	Iteration 10Q: 3 clusters Score -178800.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -178810.031250 Penalty: 3629.337402
	Iteration 11Q: 3 clusters Score -178810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -178815.062500 Penalty: 3629.337402
	Iteration 12Q: 3 clusters Score -178815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -178817.984375 Penalty: 3629.337402
	Iteration 13Q: 3 clusters Score -178818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -178822.109375 Penalty: 3629.337402
	Iteration 14Q: 3 clusters Score -178822.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -178832.156250 Penalty: 3629.337402
	Iteration 15Q: 3 clusters Score -178832.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -178841.937500 Penalty: 3629.337402
	Iteration 16Q: 3 clusters Score -178841.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -178849.218750 Penalty: 3629.337402
	Iteration 17Q: 3 clusters Score -178849.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -178854.140625 Penalty: 3629.337402
	Iteration 18Q: 3 clusters Score -178854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -178858.656250 Penalty: 3629.337402
	Iteration 19Q: 3 clusters Score -178858.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -178863.828125 Penalty: 3629.337402
	Iteration 20F: 3 clusters Score -178863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -178867.609375 Penalty: 3629.337402
	Iteration 21Q: 3 clusters Score -178867.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -178870.203125 Penalty: 3629.337402
	Iteration 22Q: 3 clusters Score -178870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -178871.359375 Penalty: 3629.337402
	Iteration 23Q: 3 clusters Score -178871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -178873.578125 Penalty: 3629.337402
	Iteration 24Q: 3 clusters Score -178873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -178874.671875 Penalty: 3629.337402
	Iteration 25Q: 3 clusters Score -178874.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -178876.218750 Penalty: 3629.337402
	Iteration 26Q: 3 clusters Score -178876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -178877.125000 Penalty: 3629.337402
	Iteration 27Q: 3 clusters Score -178877.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -178878.015625 Penalty: 3629.337402
	Iteration 28Q: 3 clusters Score -178878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -178878.671875 Penalty: 3629.337402
	Iteration 29Q: 3 clusters Score -178878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -178878.671875 Penalty: 3629.337402
	Iteration 30F: 3 clusters Score -178878.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -259130.984375 Penalty: 1909.336182
	Iteration 0F: 2 clusters Score -259131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -256367.875000 Penalty: 3818.672363
	Iteration 0F: 3 clusters Score -256367.9 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -256949.140625 Penalty: 3818.672363
	Iteration 1F: 3 clusters Score -256949.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -257099.281250 Penalty: 3818.672363
	Iteration 2F: 3 clusters Score -257099.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -257214.234375 Penalty: 3818.672363
	Iteration 3Q: 3 clusters Score -257214.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -257355.296875 Penalty: 3818.672363
	Iteration 4F: 3 clusters Score -257355.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -257460.375000 Penalty: 3818.672363
	Iteration 5Q: 3 clusters Score -257460.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -257601.609375 Penalty: 3818.672363
	Iteration 6Q: 3 clusters Score -257601.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -257698.046875 Penalty: 3818.672363
	Iteration 7Q: 3 clusters Score -257698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -257766.406250 Penalty: 3818.672363
	Iteration 8Q: 3 clusters Score -257766.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -257813.375000 Penalty: 3818.672363
	Iteration 9Q: 3 clusters Score -257813.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -257852.921875 Penalty: 3818.672363
	Iteration 10Q: 3 clusters Score -257852.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -257885.734375 Penalty: 3818.672363
	Iteration 11Q: 3 clusters Score -257885.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -257908.734375 Penalty: 3818.672363
	Iteration 12Q: 3 clusters Score -257908.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -257923.421875 Penalty: 3818.672363
	Iteration 13Q: 3 clusters Score -257923.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -257931.812500 Penalty: 3818.672363
	Iteration 14Q: 3 clusters Score -257931.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -257936.906250 Penalty: 3818.672363
	Iteration 15Q: 3 clusters Score -257936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -257938.109375 Penalty: 3818.672363
	Iteration 16Q: 3 clusters Score -257938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -257939.250000 Penalty: 3818.672363
	Iteration 17Q: 3 clusters Score -257939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -257939.250000 Penalty: 3818.672363
	Iteration 18F: 3 clusters Score -257939.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (91383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91383 members 
Entering Unmasked Estep 
Score: -11139641.000000 Penalty: 2832.857910
	Iteration 0F: 2 clusters Score -1.113964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -11078205.000000 Penalty: 5665.715820
	Iteration 0F: 3 clusters Score -1.10782e+07 nChanged 43234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -11103343.000000 Penalty: 5665.715820
	Iteration 1F: 3 clusters Score -1.110334e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -11104772.000000 Penalty: 5665.715820
	Iteration 2Q: 3 clusters Score -1.110477e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -11107049.000000 Penalty: 5665.715820
	Iteration 3F: 3 clusters Score -1.110705e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -11110889.000000 Penalty: 5665.715820
	Iteration 4F: 3 clusters Score -1.111089e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -11115879.000000 Penalty: 5665.715820
	Iteration 5F: 3 clusters Score -1.111588e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 71244 members 
Entering Unmasked Estep 
Score: -11121140.000000 Penalty: 5665.715820
	Iteration 6F: 3 clusters Score -1.112114e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -11125723.000000 Penalty: 5665.715820
	Iteration 7F: 3 clusters Score -1.112572e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 81413 members 
Entering Unmasked Estep 
Score: -11129330.000000 Penalty: 5665.715820
	Iteration 8F: 3 clusters Score -1.112933e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 84951 members 
Entering Unmasked Estep 
Score: -11132144.000000 Penalty: 5665.715820
	Iteration 9Q: 3 clusters Score -1.113214e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -11134305.000000 Penalty: 5665.715820
	Iteration 10Q: 3 clusters Score -1.11343e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 89127 members 
Entering Unmasked Estep 
Score: -11135617.000000 Penalty: 5665.715820
	Iteration 11Q: 3 clusters Score -1.113562e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -11136361.000000 Penalty: 5665.715820
	Iteration 12Q: 3 clusters Score -1.113636e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -11136747.000000 Penalty: 5665.715820
	Iteration 13Q: 3 clusters Score -1.113675e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -11136952.000000 Penalty: 5665.715820
	Iteration 14Q: 3 clusters Score -1.113695e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 90774 members 
Entering Unmasked Estep 
Score: -11137041.000000 Penalty: 5665.715820
	Iteration 15Q: 3 clusters Score -1.113704e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -11137113.000000 Penalty: 5665.715820
	Iteration 16Q: 3 clusters Score -1.113711e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 90857 members 
Entering Unmasked Estep 
Score: -11137137.000000 Penalty: 5665.715820
	Iteration 17Q: 3 clusters Score -1.113714e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -11137176.000000 Penalty: 5665.715820
	Iteration 18Q: 3 clusters Score -1.113718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -11137196.000000 Penalty: 5665.715820
	Iteration 19Q: 3 clusters Score -1.11372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -11137202.000000 Penalty: 5665.715820
	Iteration 20F: 3 clusters Score -1.11372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -11137204.000000 Penalty: 5665.715820
	Iteration 21Q: 3 clusters Score -1.11372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 90929 members 
Entering Unmasked Estep 
Score: -11137227.000000 Penalty: 5665.715820
	Iteration 22Q: 3 clusters Score -1.113723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -11137246.000000 Penalty: 5665.715820
	Iteration 23Q: 3 clusters Score -1.113725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 90941 members 
Entering Unmasked Estep 
Score: -11137249.000000 Penalty: 5665.715820
	Iteration 24Q: 3 clusters Score -1.113725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 90946 members 
Entering Unmasked Estep 
Score: -11137261.000000 Penalty: 5665.715820
	Iteration 25Q: 3 clusters Score -1.113726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 90951 members 
Entering Unmasked Estep 
Score: -11137259.000000 Penalty: 5665.715820
	Iteration 26Q: 3 clusters Score -1.113726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -11137262.000000 Penalty: 5665.715820
	Iteration 27Q: 3 clusters Score -1.113726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 90957 members 
Entering Unmasked Estep 
Score: -11137270.000000 Penalty: 5665.715820
	Iteration 28Q: 3 clusters Score -1.113727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 90962 members 
Entering Unmasked Estep 
Score: -11137274.000000 Penalty: 5665.715820
	Iteration 29Q: 3 clusters Score -1.113727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -11137277.000000 Penalty: 5665.715820
	Iteration 30Q: 3 clusters Score -1.113728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -11137285.000000 Penalty: 5665.715820
	Iteration 31Q: 3 clusters Score -1.113728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 90966 members 
Entering Unmasked Estep 
Score: -11137288.000000 Penalty: 5665.715820
	Iteration 32Q: 3 clusters Score -1.113729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 90966 members 
Entering Unmasked Estep 
Score: -11137288.000000 Penalty: 5665.715820
	Iteration 33F: 3 clusters Score -1.113729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -428868.937500 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -428868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -425171.156250 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -425171.2 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -426023.406250 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -426023.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -426214.375000 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -426214.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -426326.625000 Penalty: 4071.006348
	Iteration 3F: 3 clusters Score -426326.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -426399.468750 Penalty: 4071.006348
	Iteration 4Q: 3 clusters Score -426399.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -426455.375000 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -426455.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -426506.781250 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -426506.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -426559.656250 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -426559.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -426608.187500 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -426608.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -426652.031250 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -426652 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -426699.812500 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -426699.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -426750.250000 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -426750.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -426798.281250 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -426798.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -426847.562500 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -426847.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -426912.562500 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -426912.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -426982.000000 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -426982 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -427043.968750 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -427044 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -427122.218750 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -427122.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -427220.593750 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -427220.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -427340.062500 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -427340.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -427466.593750 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -427466.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -427591.156250 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -427591.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -427702.625000 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -427702.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -427757.875000 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -427757.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -427792.500000 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -427792.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -427818.000000 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -427818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -427833.250000 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -427833.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -427843.718750 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -427843.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -427849.468750 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -427849.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -427853.343750 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -427853.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -427858.250000 Penalty: 4071.006348
	Iteration 30Q: 3 clusters Score -427858.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -427863.375000 Penalty: 4071.006348
	Iteration 31Q: 3 clusters Score -427863.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -427866.843750 Penalty: 4071.006348
	Iteration 32Q: 3 clusters Score -427866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -427867.843750 Penalty: 4071.006348
	Iteration 33Q: 3 clusters Score -427867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -427868.656250 Penalty: 4071.006348
	Iteration 34Q: 3 clusters Score -427868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -427868.562500 Penalty: 4071.006348
	Iteration 35Q: 3 clusters Score -427868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -427869.187500 Penalty: 4071.006348
	Iteration 36Q: 3 clusters Score -427869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -427869.437500 Penalty: 4071.006348
	Iteration 37Q: 3 clusters Score -427869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -427870.343750 Penalty: 4071.006348
	Iteration 38Q: 3 clusters Score -427870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -427870.250000 Penalty: 4071.006348
	Iteration 39Q: 3 clusters Score -427870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -427871.125000 Penalty: 4071.006348
	Iteration 40F: 3 clusters Score -427871.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -427870.531250 Penalty: 4071.006348
	Iteration 41Q: 3 clusters Score -427870.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -427870.531250 Penalty: 4071.006348
	Iteration 42F: 3 clusters Score -427870.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Entering Unmasked Estep 
Score: -955982.500000 Penalty: 2228.297119
	Iteration 0F: 2 clusters Score -955982.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -949621.562500 Penalty: 4456.594238
	Iteration 0F: 3 clusters Score -949621.6 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -951290.125000 Penalty: 4456.594238
	Iteration 1F: 3 clusters Score -951290.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -951590.062500 Penalty: 4456.594238
	Iteration 2F: 3 clusters Score -951590.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -951816.312500 Penalty: 4456.594238
	Iteration 3F: 3 clusters Score -951816.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -952060.062500 Penalty: 4456.594238
	Iteration 4Q: 3 clusters Score -952060.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -952277.625000 Penalty: 4456.594238
	Iteration 5Q: 3 clusters Score -952277.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -952495.500000 Penalty: 4456.594238
	Iteration 6Q: 3 clusters Score -952495.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -952678.187500 Penalty: 4456.594238
	Iteration 7Q: 3 clusters Score -952678.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -952857.375000 Penalty: 4456.594238
	Iteration 8Q: 3 clusters Score -952857.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -953020.375000 Penalty: 4456.594238
	Iteration 9Q: 3 clusters Score -953020.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -953176.375000 Penalty: 4456.594238
	Iteration 10Q: 3 clusters Score -953176.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -953327.687500 Penalty: 4456.594238
	Iteration 11Q: 3 clusters Score -953327.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -953472.562500 Penalty: 4456.594238
	Iteration 12Q: 3 clusters Score -953472.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -953585.687500 Penalty: 4456.594238
	Iteration 13Q: 3 clusters Score -953585.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -953667.437500 Penalty: 4456.594238
	Iteration 14Q: 3 clusters Score -953667.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -953728.937500 Penalty: 4456.594238
	Iteration 15Q: 3 clusters Score -953728.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -953807.187500 Penalty: 4456.594238
	Iteration 16Q: 3 clusters Score -953807.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -953871.312500 Penalty: 4456.594238
	Iteration 17Q: 3 clusters Score -953871.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -953929.187500 Penalty: 4456.594238
	Iteration 18Q: 3 clusters Score -953929.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -953975.562500 Penalty: 4456.594238
	Iteration 19Q: 3 clusters Score -953975.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -954011.687500 Penalty: 4456.594238
	Iteration 20F: 3 clusters Score -954011.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -954047.812500 Penalty: 4456.594238
	Iteration 21Q: 3 clusters Score -954047.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -954074.625000 Penalty: 4456.594238
	Iteration 22Q: 3 clusters Score -954074.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -954091.875000 Penalty: 4456.594238
	Iteration 23Q: 3 clusters Score -954091.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -954106.750000 Penalty: 4456.594238
	Iteration 24Q: 3 clusters Score -954106.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -954120.500000 Penalty: 4456.594238
	Iteration 25Q: 3 clusters Score -954120.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -954130.687500 Penalty: 4456.594238
	Iteration 26Q: 3 clusters Score -954130.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -954137.937500 Penalty: 4456.594238
	Iteration 27Q: 3 clusters Score -954137.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -954145.375000 Penalty: 4456.594238
	Iteration 28Q: 3 clusters Score -954145.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -954157.125000 Penalty: 4456.594238
	Iteration 29Q: 3 clusters Score -954157.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -954171.750000 Penalty: 4456.594238
	Iteration 30Q: 3 clusters Score -954171.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -954177.125000 Penalty: 4456.594238
	Iteration 31Q: 3 clusters Score -954177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -954178.375000 Penalty: 4456.594238
	Iteration 32Q: 3 clusters Score -954178.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -954181.500000 Penalty: 4456.594238
	Iteration 33Q: 3 clusters Score -954181.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -954185.500000 Penalty: 4456.594238
	Iteration 34Q: 3 clusters Score -954185.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -954192.187500 Penalty: 4456.594238
	Iteration 35Q: 3 clusters Score -954192.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -954198.062500 Penalty: 4456.594238
	Iteration 36Q: 3 clusters Score -954198.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -954207.187500 Penalty: 4456.594238
	Iteration 37Q: 3 clusters Score -954207.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -954216.750000 Penalty: 4456.594238
	Iteration 38Q: 3 clusters Score -954216.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -954228.187500 Penalty: 4456.594238
	Iteration 39Q: 3 clusters Score -954228.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -954238.687500 Penalty: 4456.594238
	Iteration 40F: 3 clusters Score -954238.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -954243.562500 Penalty: 4456.594238
	Iteration 41Q: 3 clusters Score -954243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -954245.000000 Penalty: 4456.594238
	Iteration 42Q: 3 clusters Score -954245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -954247.250000 Penalty: 4456.594238
	Iteration 43Q: 3 clusters Score -954247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -954247.750000 Penalty: 4456.594238
	Iteration 44Q: 3 clusters Score -954247.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -954251.000000 Penalty: 4456.594238
	Iteration 45Q: 3 clusters Score -954251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -954253.062500 Penalty: 4456.594238
	Iteration 46Q: 3 clusters Score -954253.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -954254.500000 Penalty: 4456.594238
	Iteration 47Q: 3 clusters Score -954254.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -954257.062500 Penalty: 4456.594238
	Iteration 48Q: 3 clusters Score -954257.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -954257.062500 Penalty: 4456.594238
	Iteration 49F: 3 clusters Score -954257.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (228886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228886 members 
Entering Unmasked Estep 
Score: -27927464.000000 Penalty: 3060.562988
	Iteration 0F: 2 clusters Score -2.792746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114482 members 
Mstep: Class 2 contains 114404 members 
Entering Unmasked Estep 
Score: -27784082.000000 Penalty: 6121.125977
	Iteration 0F: 3 clusters Score -2.778408e+07 nChanged 110729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115319 members 
Mstep: Class 2 contains 113567 members 
Entering Unmasked Estep 
Score: -27848246.000000 Penalty: 6121.125977
	Iteration 1F: 3 clusters Score -2.784825e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116120 members 
Mstep: Class 2 contains 112766 members 
Entering Unmasked Estep 
Score: -27849562.000000 Penalty: 6121.125977
	Iteration 2Q: 3 clusters Score -2.784956e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117384 members 
Mstep: Class 2 contains 111502 members 
Entering Unmasked Estep 
Score: -27851228.000000 Penalty: 6121.125977
	Iteration 3Q: 3 clusters Score -2.785123e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119389 members 
Mstep: Class 2 contains 109497 members 
Entering Unmasked Estep 
Score: -27853228.000000 Penalty: 6121.125977
	Iteration 4Q: 3 clusters Score -2.785323e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122270 members 
Mstep: Class 2 contains 106616 members 
Entering Unmasked Estep 
Score: -27855844.000000 Penalty: 6121.125977
	Iteration 5Q: 3 clusters Score -2.785584e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126397 members 
Mstep: Class 2 contains 102489 members 
Entering Unmasked Estep 
Score: -27859354.000000 Penalty: 6121.125977
	Iteration 6Q: 3 clusters Score -2.785935e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132303 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -27864238.000000 Penalty: 6121.125977
	Iteration 7Q: 3 clusters Score -2.786424e+07 nChanged 12699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140462 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -27870678.000000 Penalty: 6121.125977
	Iteration 8F: 3 clusters Score -2.787068e+07 nChanged 14084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150100 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -27878902.000000 Penalty: 6121.125977
	Iteration 9F: 3 clusters Score -2.78789e+07 nChanged 14106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159904 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -27888004.000000 Penalty: 6121.125977
	Iteration 10F: 3 clusters Score -2.7888e+07 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168421 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -27897076.000000 Penalty: 6121.125977
	Iteration 11F: 3 clusters Score -2.789708e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174996 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -27904142.000000 Penalty: 6121.125977
	Iteration 12Q: 3 clusters Score -2.790414e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179545 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -27908684.000000 Penalty: 6121.125977
	Iteration 13Q: 3 clusters Score -2.790868e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183327 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -27911482.000000 Penalty: 6121.125977
	Iteration 14Q: 3 clusters Score -2.791148e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186802 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -27913234.000000 Penalty: 6121.125977
	Iteration 15Q: 3 clusters Score -2.791323e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190189 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -27914764.000000 Penalty: 6121.125977
	Iteration 16Q: 3 clusters Score -2.791476e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193554 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -27916024.000000 Penalty: 6121.125977
	Iteration 17Q: 3 clusters Score -2.791602e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196810 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -27917098.000000 Penalty: 6121.125977
	Iteration 18Q: 3 clusters Score -2.79171e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199916 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -27918228.000000 Penalty: 6121.125977
	Iteration 19Q: 3 clusters Score -2.791823e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202837 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -27919228.000000 Penalty: 6121.125977
	Iteration 20F: 3 clusters Score -2.791923e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205553 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -27920064.000000 Penalty: 6121.125977
	Iteration 21Q: 3 clusters Score -2.792006e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208098 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -27920702.000000 Penalty: 6121.125977
	Iteration 22Q: 3 clusters Score -2.79207e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210364 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -27921140.000000 Penalty: 6121.125977
	Iteration 23Q: 3 clusters Score -2.792114e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212434 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -27921630.000000 Penalty: 6121.125977
	Iteration 24Q: 3 clusters Score -2.792163e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214300 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -27922122.000000 Penalty: 6121.125977
	Iteration 25Q: 3 clusters Score -2.792212e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215968 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -27922524.000000 Penalty: 6121.125977
	Iteration 26Q: 3 clusters Score -2.792252e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217498 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -27922864.000000 Penalty: 6121.125977
	Iteration 27Q: 3 clusters Score -2.792286e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218872 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -27923254.000000 Penalty: 6121.125977
	Iteration 28Q: 3 clusters Score -2.792325e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220039 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -27923520.000000 Penalty: 6121.125977
	Iteration 29Q: 3 clusters Score -2.792352e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221073 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -27923706.000000 Penalty: 6121.125977
	Iteration 30Q: 3 clusters Score -2.792371e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221948 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -27923902.000000 Penalty: 6121.125977
	Iteration 31Q: 3 clusters Score -2.79239e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222692 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -27924102.000000 Penalty: 6121.125977
	Iteration 32Q: 3 clusters Score -2.79241e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223319 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -27924308.000000 Penalty: 6121.125977
	Iteration 33Q: 3 clusters Score -2.792431e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223847 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -27924358.000000 Penalty: 6121.125977
	Iteration 34Q: 3 clusters Score -2.792436e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224280 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -27924436.000000 Penalty: 6121.125977
	Iteration 35Q: 3 clusters Score -2.792444e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224642 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -27924590.000000 Penalty: 6121.125977
	Iteration 36Q: 3 clusters Score -2.792459e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224940 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -27924652.000000 Penalty: 6121.125977
	Iteration 37Q: 3 clusters Score -2.792465e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225183 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -27924658.000000 Penalty: 6121.125977
	Iteration 38Q: 3 clusters Score -2.792466e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225403 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -27924748.000000 Penalty: 6121.125977
	Iteration 39Q: 3 clusters Score -2.792475e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225584 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -27924760.000000 Penalty: 6121.125977
	Iteration 40F: 3 clusters Score -2.792476e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225731 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -27924804.000000 Penalty: 6121.125977
	Iteration 41Q: 3 clusters Score -2.79248e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225858 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -27924870.000000 Penalty: 6121.125977
	Iteration 42Q: 3 clusters Score -2.792487e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225965 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -27924916.000000 Penalty: 6121.125977
	Iteration 43Q: 3 clusters Score -2.792492e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226067 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -27924948.000000 Penalty: 6121.125977
	Iteration 44Q: 3 clusters Score -2.792495e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226141 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -27924982.000000 Penalty: 6121.125977
	Iteration 45Q: 3 clusters Score -2.792498e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226200 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -27925024.000000 Penalty: 6121.125977
	Iteration 46Q: 3 clusters Score -2.792502e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226266 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -27925024.000000 Penalty: 6121.125977
	Iteration 47Q: 3 clusters Score -2.792502e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226327 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -27925048.000000 Penalty: 6121.125977
	Iteration 48Q: 3 clusters Score -2.792505e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226379 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -27925026.000000 Penalty: 6121.125977
	Iteration 49Q: 3 clusters Score -2.792503e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226428 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -27925052.000000 Penalty: 6121.125977
	Iteration 50Q: 3 clusters Score -2.792505e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226465 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -27925062.000000 Penalty: 6121.125977
	Iteration 51Q: 3 clusters Score -2.792506e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226483 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -27925090.000000 Penalty: 6121.125977
	Iteration 52Q: 3 clusters Score -2.792509e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226512 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -27925088.000000 Penalty: 6121.125977
	Iteration 53Q: 3 clusters Score -2.792509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226542 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -27925100.000000 Penalty: 6121.125977
	Iteration 54Q: 3 clusters Score -2.79251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226572 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -27925110.000000 Penalty: 6121.125977
	Iteration 55Q: 3 clusters Score -2.792511e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226598 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -27925104.000000 Penalty: 6121.125977
	Iteration 56Q: 3 clusters Score -2.79251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226615 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -27925128.000000 Penalty: 6121.125977
	Iteration 57Q: 3 clusters Score -2.792513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226630 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -27925132.000000 Penalty: 6121.125977
	Iteration 58Q: 3 clusters Score -2.792513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226650 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -27925140.000000 Penalty: 6121.125977
	Iteration 59Q: 3 clusters Score -2.792514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226669 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -27925136.000000 Penalty: 6121.125977
	Iteration 60F: 3 clusters Score -2.792514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226680 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -27925150.000000 Penalty: 6121.125977
	Iteration 61Q: 3 clusters Score -2.792515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226685 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -27925160.000000 Penalty: 6121.125977
	Iteration 62Q: 3 clusters Score -2.792516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226693 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -27925130.000000 Penalty: 6121.125977
	Iteration 63Q: 3 clusters Score -2.792513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226697 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -27925136.000000 Penalty: 6121.125977
	Iteration 64Q: 3 clusters Score -2.792514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226704 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -27925152.000000 Penalty: 6121.125977
	Iteration 65Q: 3 clusters Score -2.792515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226714 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -27925142.000000 Penalty: 6121.125977
	Iteration 66Q: 3 clusters Score -2.792514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226724 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -27925162.000000 Penalty: 6121.125977
	Iteration 67Q: 3 clusters Score -2.792516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226730 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -27925158.000000 Penalty: 6121.125977
	Iteration 68Q: 3 clusters Score -2.792516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226737 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -27925140.000000 Penalty: 6121.125977
	Iteration 69Q: 3 clusters Score -2.792514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226742 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -27925146.000000 Penalty: 6121.125977
	Iteration 70Q: 3 clusters Score -2.792515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226743 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -27925142.000000 Penalty: 6121.125977
	Iteration 71Q: 3 clusters Score -2.792514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226744 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -27925142.000000 Penalty: 6121.125977
	Iteration 72Q: 3 clusters Score -2.792514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226744 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -27925142.000000 Penalty: 6121.125977
	Iteration 73F: 3 clusters Score -2.792514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Entering Unmasked Estep 
Score: -239717.390625 Penalty: 1892.715332
	Iteration 0F: 2 clusters Score -239717.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -237046.968750 Penalty: 3785.430664
	Iteration 0F: 3 clusters Score -237047 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -237513.265625 Penalty: 3785.430664
	Iteration 1F: 3 clusters Score -237513.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -237633.484375 Penalty: 3785.430664
	Iteration 2F: 3 clusters Score -237633.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -237694.937500 Penalty: 3785.430664
	Iteration 3Q: 3 clusters Score -237694.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -237733.250000 Penalty: 3785.430664
	Iteration 4Q: 3 clusters Score -237733.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -237764.906250 Penalty: 3785.430664
	Iteration 5Q: 3 clusters Score -237764.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -237794.500000 Penalty: 3785.430664
	Iteration 6Q: 3 clusters Score -237794.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -237820.437500 Penalty: 3785.430664
	Iteration 7Q: 3 clusters Score -237820.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -237844.390625 Penalty: 3785.430664
	Iteration 8Q: 3 clusters Score -237844.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -237859.718750 Penalty: 3785.430664
	Iteration 9Q: 3 clusters Score -237859.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -237870.906250 Penalty: 3785.430664
	Iteration 10Q: 3 clusters Score -237870.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -237881.453125 Penalty: 3785.430664
	Iteration 11Q: 3 clusters Score -237881.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -237890.968750 Penalty: 3785.430664
	Iteration 12Q: 3 clusters Score -237891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -237896.187500 Penalty: 3785.430664
	Iteration 13Q: 3 clusters Score -237896.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -237900.312500 Penalty: 3785.430664
	Iteration 14Q: 3 clusters Score -237900.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -237907.156250 Penalty: 3785.430664
	Iteration 15Q: 3 clusters Score -237907.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -237916.171875 Penalty: 3785.430664
	Iteration 16Q: 3 clusters Score -237916.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -237926.671875 Penalty: 3785.430664
	Iteration 17Q: 3 clusters Score -237926.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -237933.703125 Penalty: 3785.430664
	Iteration 18Q: 3 clusters Score -237933.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -237936.421875 Penalty: 3785.430664
	Iteration 19Q: 3 clusters Score -237936.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -237937.312500 Penalty: 3785.430664
	Iteration 20F: 3 clusters Score -237937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -237939.281250 Penalty: 3785.430664
	Iteration 21Q: 3 clusters Score -237939.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -237942.031250 Penalty: 3785.430664
	Iteration 22Q: 3 clusters Score -237942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -237944.578125 Penalty: 3785.430664
	Iteration 23Q: 3 clusters Score -237944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -237950.250000 Penalty: 3785.430664
	Iteration 24Q: 3 clusters Score -237950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -237953.671875 Penalty: 3785.430664
	Iteration 25Q: 3 clusters Score -237953.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -237956.218750 Penalty: 3785.430664
	Iteration 26Q: 3 clusters Score -237956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -237957.437500 Penalty: 3785.430664
	Iteration 27Q: 3 clusters Score -237957.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -237959.500000 Penalty: 3785.430664
	Iteration 28Q: 3 clusters Score -237959.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -237963.921875 Penalty: 3785.430664
	Iteration 29Q: 3 clusters Score -237963.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -237971.218750 Penalty: 3785.430664
	Iteration 30Q: 3 clusters Score -237971.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -237977.859375 Penalty: 3785.430664
	Iteration 31Q: 3 clusters Score -237977.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -237984.921875 Penalty: 3785.430664
	Iteration 32Q: 3 clusters Score -237984.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -237995.359375 Penalty: 3785.430664
	Iteration 33Q: 3 clusters Score -237995.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -238001.687500 Penalty: 3785.430664
	Iteration 34Q: 3 clusters Score -238001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -238004.156250 Penalty: 3785.430664
	Iteration 35Q: 3 clusters Score -238004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -238006.500000 Penalty: 3785.430664
	Iteration 36Q: 3 clusters Score -238006.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -238006.875000 Penalty: 3785.430664
	Iteration 37Q: 3 clusters Score -238006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -238007.234375 Penalty: 3785.430664
	Iteration 38Q: 3 clusters Score -238007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -238007.546875 Penalty: 3785.430664
	Iteration 39Q: 3 clusters Score -238007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -238008.000000 Penalty: 3785.430664
	Iteration 40F: 3 clusters Score -238008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -238008.750000 Penalty: 3785.430664
	Iteration 41Q: 3 clusters Score -238008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -238010.812500 Penalty: 3785.430664
	Iteration 42Q: 3 clusters Score -238010.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -238014.140625 Penalty: 3785.430664
	Iteration 43Q: 3 clusters Score -238014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -238016.515625 Penalty: 3785.430664
	Iteration 44Q: 3 clusters Score -238016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -238018.515625 Penalty: 3785.430664
	Iteration 45Q: 3 clusters Score -238018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -238020.187500 Penalty: 3785.430664
	Iteration 46Q: 3 clusters Score -238020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -238021.140625 Penalty: 3785.430664
	Iteration 47Q: 3 clusters Score -238021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -238022.156250 Penalty: 3785.430664
	Iteration 48Q: 3 clusters Score -238022.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -238022.156250 Penalty: 3785.430664
	Iteration 49F: 3 clusters Score -238022.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (8402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Entering Unmasked Estep 
Score: -985736.250000 Penalty: 2240.983887
	Iteration 0F: 2 clusters Score -985736.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -979062.500000 Penalty: 4481.967773
	Iteration 0F: 3 clusters Score -979062.5 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -980993.125000 Penalty: 4481.967773
	Iteration 1F: 3 clusters Score -980993.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -981388.625000 Penalty: 4481.967773
	Iteration 2F: 3 clusters Score -981388.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -981778.125000 Penalty: 4481.967773
	Iteration 3F: 3 clusters Score -981778.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -982214.437500 Penalty: 4481.967773
	Iteration 4F: 3 clusters Score -982214.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -982585.000000 Penalty: 4481.967773
	Iteration 5F: 3 clusters Score -982585 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -982876.687500 Penalty: 4481.967773
	Iteration 6F: 3 clusters Score -982876.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -983094.125000 Penalty: 4481.967773
	Iteration 7Q: 3 clusters Score -983094.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -983280.937500 Penalty: 4481.967773
	Iteration 8Q: 3 clusters Score -983280.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -983400.625000 Penalty: 4481.967773
	Iteration 9Q: 3 clusters Score -983400.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -983471.062500 Penalty: 4481.967773
	Iteration 10Q: 3 clusters Score -983471.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -983515.250000 Penalty: 4481.967773
	Iteration 11Q: 3 clusters Score -983515.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -983552.625000 Penalty: 4481.967773
	Iteration 12Q: 3 clusters Score -983552.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -983577.375000 Penalty: 4481.967773
	Iteration 13Q: 3 clusters Score -983577.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -983598.187500 Penalty: 4481.967773
	Iteration 14Q: 3 clusters Score -983598.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -983606.437500 Penalty: 4481.967773
	Iteration 15Q: 3 clusters Score -983606.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -983617.500000 Penalty: 4481.967773
	Iteration 16Q: 3 clusters Score -983617.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -983628.375000 Penalty: 4481.967773
	Iteration 17Q: 3 clusters Score -983628.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -983634.875000 Penalty: 4481.967773
	Iteration 18Q: 3 clusters Score -983634.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -983636.312500 Penalty: 4481.967773
	Iteration 19Q: 3 clusters Score -983636.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -983638.812500 Penalty: 4481.967773
	Iteration 20F: 3 clusters Score -983638.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -983643.000000 Penalty: 4481.967773
	Iteration 21Q: 3 clusters Score -983643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -983644.687500 Penalty: 4481.967773
	Iteration 22Q: 3 clusters Score -983644.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -983645.812500 Penalty: 4481.967773
	Iteration 23Q: 3 clusters Score -983645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -983647.562500 Penalty: 4481.967773
	Iteration 24Q: 3 clusters Score -983647.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -983649.687500 Penalty: 4481.967773
	Iteration 25Q: 3 clusters Score -983649.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -983651.125000 Penalty: 4481.967773
	Iteration 26Q: 3 clusters Score -983651.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -983651.875000 Penalty: 4481.967773
	Iteration 27Q: 3 clusters Score -983651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -983652.375000 Penalty: 4481.967773
	Iteration 28Q: 3 clusters Score -983652.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -983652.000000 Penalty: 4481.967773
	Iteration 29Q: 3 clusters Score -983652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -983652.562500 Penalty: 4481.967773
	Iteration 30Q: 3 clusters Score -983652.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -983652.687500 Penalty: 4481.967773
	Iteration 31Q: 3 clusters Score -983652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -983653.375000 Penalty: 4481.967773
	Iteration 32Q: 3 clusters Score -983653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -983653.375000 Penalty: 4481.967773
	Iteration 33F: 3 clusters Score -983653.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -689636.250000 Penalty: 2157.933838
	Iteration 0F: 2 clusters Score -689636.2 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 3081 members 
Entering Unmasked Estep 
Score: -684536.687500 Penalty: 4315.867676
	Iteration 0F: 3 clusters Score -684536.7 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -685865.187500 Penalty: 4315.867676
	Iteration 1F: 3 clusters Score -685865.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -686164.062500 Penalty: 4315.867676
	Iteration 2F: 3 clusters Score -686164.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -686396.000000 Penalty: 4315.867676
	Iteration 3F: 3 clusters Score -686396 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -686617.312500 Penalty: 4315.867676
	Iteration 4Q: 3 clusters Score -686617.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -686816.062500 Penalty: 4315.867676
	Iteration 5Q: 3 clusters Score -686816.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -686991.687500 Penalty: 4315.867676
	Iteration 6Q: 3 clusters Score -686991.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -687170.062500 Penalty: 4315.867676
	Iteration 7Q: 3 clusters Score -687170.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -687343.500000 Penalty: 4315.867676
	Iteration 8Q: 3 clusters Score -687343.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -687505.375000 Penalty: 4315.867676
	Iteration 9Q: 3 clusters Score -687505.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -687666.875000 Penalty: 4315.867676
	Iteration 10Q: 3 clusters Score -687666.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -687803.750000 Penalty: 4315.867676
	Iteration 11Q: 3 clusters Score -687803.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -687924.125000 Penalty: 4315.867676
	Iteration 12Q: 3 clusters Score -687924.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -688017.187500 Penalty: 4315.867676
	Iteration 13Q: 3 clusters Score -688017.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -688112.937500 Penalty: 4315.867676
	Iteration 14Q: 3 clusters Score -688112.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -688209.187500 Penalty: 4315.867676
	Iteration 15Q: 3 clusters Score -688209.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -688301.187500 Penalty: 4315.867676
	Iteration 16Q: 3 clusters Score -688301.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -688373.312500 Penalty: 4315.867676
	Iteration 17Q: 3 clusters Score -688373.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -688424.437500 Penalty: 4315.867676
	Iteration 18Q: 3 clusters Score -688424.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -688478.812500 Penalty: 4315.867676
	Iteration 19Q: 3 clusters Score -688478.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -688523.000000 Penalty: 4315.867676
	Iteration 20F: 3 clusters Score -688523 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -688555.000000 Penalty: 4315.867676
	Iteration 21Q: 3 clusters Score -688555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -688573.875000 Penalty: 4315.867676
	Iteration 22Q: 3 clusters Score -688573.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -688588.500000 Penalty: 4315.867676
	Iteration 23Q: 3 clusters Score -688588.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -688595.500000 Penalty: 4315.867676
	Iteration 24Q: 3 clusters Score -688595.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -688599.625000 Penalty: 4315.867676
	Iteration 25Q: 3 clusters Score -688599.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -688602.562500 Penalty: 4315.867676
	Iteration 26Q: 3 clusters Score -688602.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -688604.875000 Penalty: 4315.867676
	Iteration 27Q: 3 clusters Score -688604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -688606.312500 Penalty: 4315.867676
	Iteration 28Q: 3 clusters Score -688606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -688609.687500 Penalty: 4315.867676
	Iteration 29Q: 3 clusters Score -688609.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -688611.625000 Penalty: 4315.867676
	Iteration 30Q: 3 clusters Score -688611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -688614.125000 Penalty: 4315.867676
	Iteration 31Q: 3 clusters Score -688614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -688615.875000 Penalty: 4315.867676
	Iteration 32Q: 3 clusters Score -688615.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -688616.875000 Penalty: 4315.867676
	Iteration 33Q: 3 clusters Score -688616.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -688618.625000 Penalty: 4315.867676
	Iteration 34Q: 3 clusters Score -688618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -688618.937500 Penalty: 4315.867676
	Iteration 35Q: 3 clusters Score -688618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -688620.125000 Penalty: 4315.867676
	Iteration 36Q: 3 clusters Score -688620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -688623.625000 Penalty: 4315.867676
	Iteration 37Q: 3 clusters Score -688623.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -688627.562500 Penalty: 4315.867676
	Iteration 38Q: 3 clusters Score -688627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -688628.687500 Penalty: 4315.867676
	Iteration 39Q: 3 clusters Score -688628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -688631.500000 Penalty: 4315.867676
	Iteration 40F: 3 clusters Score -688631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -688632.562500 Penalty: 4315.867676
	Iteration 41Q: 3 clusters Score -688632.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -688636.875000 Penalty: 4315.867676
	Iteration 42Q: 3 clusters Score -688636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -688636.875000 Penalty: 4315.867676
	Iteration 43Q: 3 clusters Score -688636.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -688636.875000 Penalty: 4315.867676
	Iteration 44F: 3 clusters Score -688636.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (9729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Entering Unmasked Estep 
Score: -1048662.875000 Penalty: 2277.350830
	Iteration 0F: 2 clusters Score -1048663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1041167.812500 Penalty: 4554.701660
	Iteration 0F: 3 clusters Score -1041168 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1043460.000000 Penalty: 4554.701660
	Iteration 1F: 3 clusters Score -1043460 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1043865.875000 Penalty: 4554.701660
	Iteration 2F: 3 clusters Score -1043866 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1044203.062500 Penalty: 4554.701660
	Iteration 3F: 3 clusters Score -1044203 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1044502.375000 Penalty: 4554.701660
	Iteration 4F: 3 clusters Score -1044502 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1044786.187500 Penalty: 4554.701660
	Iteration 5Q: 3 clusters Score -1044786 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1045045.062500 Penalty: 4554.701660
	Iteration 6Q: 3 clusters Score -1045045 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1045305.937500 Penalty: 4554.701660
	Iteration 7Q: 3 clusters Score -1045306 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1045589.000000 Penalty: 4554.701660
	Iteration 8Q: 3 clusters Score -1045589 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1045855.875000 Penalty: 4554.701660
	Iteration 9Q: 3 clusters Score -1045856 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1046111.562500 Penalty: 4554.701660
	Iteration 10Q: 3 clusters Score -1046112 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1046356.750000 Penalty: 4554.701660
	Iteration 11Q: 3 clusters Score -1046357 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1046544.125000 Penalty: 4554.701660
	Iteration 12Q: 3 clusters Score -1046544 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1046679.750000 Penalty: 4554.701660
	Iteration 13Q: 3 clusters Score -1046680 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1046793.312500 Penalty: 4554.701660
	Iteration 14Q: 3 clusters Score -1046793 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1046883.250000 Penalty: 4554.701660
	Iteration 15Q: 3 clusters Score -1046883 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1046945.500000 Penalty: 4554.701660
	Iteration 16Q: 3 clusters Score -1046946 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1046991.437500 Penalty: 4554.701660
	Iteration 17Q: 3 clusters Score -1046991 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1047036.125000 Penalty: 4554.701660
	Iteration 18Q: 3 clusters Score -1047036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1047066.687500 Penalty: 4554.701660
	Iteration 19Q: 3 clusters Score -1047067 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1047094.875000 Penalty: 4554.701660
	Iteration 20F: 3 clusters Score -1047095 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1047116.687500 Penalty: 4554.701660
	Iteration 21Q: 3 clusters Score -1047117 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1047140.812500 Penalty: 4554.701660
	Iteration 22Q: 3 clusters Score -1047141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1047158.250000 Penalty: 4554.701660
	Iteration 23Q: 3 clusters Score -1047158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1047175.937500 Penalty: 4554.701660
	Iteration 24Q: 3 clusters Score -1047176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1047189.875000 Penalty: 4554.701660
	Iteration 25Q: 3 clusters Score -1047190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1047199.500000 Penalty: 4554.701660
	Iteration 26Q: 3 clusters Score -1047200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1047213.250000 Penalty: 4554.701660
	Iteration 27Q: 3 clusters Score -1047213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1047225.062500 Penalty: 4554.701660
	Iteration 28Q: 3 clusters Score -1047225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1047237.500000 Penalty: 4554.701660
	Iteration 29Q: 3 clusters Score -1047238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1047241.312500 Penalty: 4554.701660
	Iteration 30Q: 3 clusters Score -1047241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1047250.500000 Penalty: 4554.701660
	Iteration 31Q: 3 clusters Score -1047250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1047253.062500 Penalty: 4554.701660
	Iteration 32Q: 3 clusters Score -1047253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1047256.437500 Penalty: 4554.701660
	Iteration 33Q: 3 clusters Score -1047256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1047260.687500 Penalty: 4554.701660
	Iteration 34Q: 3 clusters Score -1047261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1047265.437500 Penalty: 4554.701660
	Iteration 35Q: 3 clusters Score -1047265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1047272.937500 Penalty: 4554.701660
	Iteration 36Q: 3 clusters Score -1047273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1047276.625000 Penalty: 4554.701660
	Iteration 37Q: 3 clusters Score -1047277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1047282.375000 Penalty: 4554.701660
	Iteration 38Q: 3 clusters Score -1047282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1047290.062500 Penalty: 4554.701660
	Iteration 39Q: 3 clusters Score -1047290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1047294.437500 Penalty: 4554.701660
	Iteration 40F: 3 clusters Score -1047294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1047299.500000 Penalty: 4554.701660
	Iteration 41Q: 3 clusters Score -1047300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1047306.750000 Penalty: 4554.701660
	Iteration 42Q: 3 clusters Score -1047307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1047309.625000 Penalty: 4554.701660
	Iteration 43Q: 3 clusters Score -1047310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1047314.500000 Penalty: 4554.701660
	Iteration 44Q: 3 clusters Score -1047314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1047320.187500 Penalty: 4554.701660
	Iteration 45Q: 3 clusters Score -1047320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1047321.750000 Penalty: 4554.701660
	Iteration 46Q: 3 clusters Score -1047322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1047325.875000 Penalty: 4554.701660
	Iteration 47Q: 3 clusters Score -1047326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1047327.000000 Penalty: 4554.701660
	Iteration 48Q: 3 clusters Score -1047327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1047330.750000 Penalty: 4554.701660
	Iteration 49Q: 3 clusters Score -1047331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1047332.875000 Penalty: 4554.701660
	Iteration 50Q: 3 clusters Score -1047333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1047335.062500 Penalty: 4554.701660
	Iteration 51Q: 3 clusters Score -1047335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1047340.875000 Penalty: 4554.701660
	Iteration 52Q: 3 clusters Score -1047341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1047346.250000 Penalty: 4554.701660
	Iteration 53Q: 3 clusters Score -1047346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1047352.250000 Penalty: 4554.701660
	Iteration 54Q: 3 clusters Score -1047352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1047360.187500 Penalty: 4554.701660
	Iteration 55Q: 3 clusters Score -1047360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1047361.625000 Penalty: 4554.701660
	Iteration 56Q: 3 clusters Score -1047362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1047363.062500 Penalty: 4554.701660
	Iteration 57Q: 3 clusters Score -1047363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1047362.687500 Penalty: 4554.701660
	Iteration 58Q: 3 clusters Score -1047363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1047364.937500 Penalty: 4554.701660
	Iteration 59Q: 3 clusters Score -1047365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1047366.750000 Penalty: 4554.701660
	Iteration 60F: 3 clusters Score -1047367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1047367.500000 Penalty: 4554.701660
	Iteration 61Q: 3 clusters Score -1047368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1047367.437500 Penalty: 4554.701660
	Iteration 62Q: 3 clusters Score -1047367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1047371.562500 Penalty: 4554.701660
	Iteration 63Q: 3 clusters Score -1047372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1047372.312500 Penalty: 4554.701660
	Iteration 64Q: 3 clusters Score -1047372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1047373.937500 Penalty: 4554.701660
	Iteration 65Q: 3 clusters Score -1047374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1047373.500000 Penalty: 4554.701660
	Iteration 66Q: 3 clusters Score -1047374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1047374.875000 Penalty: 4554.701660
	Iteration 67Q: 3 clusters Score -1047375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1047375.187500 Penalty: 4554.701660
	Iteration 68Q: 3 clusters Score -1047375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1047375.187500 Penalty: 4554.701660
	Iteration 69Q: 3 clusters Score -1047375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1047376.625000 Penalty: 4554.701660
	Iteration 70Q: 3 clusters Score -1047377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1047376.500000 Penalty: 4554.701660
	Iteration 71Q: 3 clusters Score -1047376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1047376.500000 Penalty: 4554.701660
	Iteration 72F: 3 clusters Score -1047376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Entering Unmasked Estep 
Score: -303929.781250 Penalty: 1881.778687
	Iteration 0F: 2 clusters Score -303929.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -301426.687500 Penalty: 3763.557373
	Iteration 0F: 3 clusters Score -301426.7 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -302316.562500 Penalty: 3763.557373
	Iteration 1F: 3 clusters Score -302316.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -303138.656250 Penalty: 3763.557373
	Iteration 2F: 3 clusters Score -303138.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -303966.500000 Penalty: 3763.557373
	Iteration 3F: 3 clusters Score -303966.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -304651.500000 Penalty: 3763.557373
	Iteration 4F: 3 clusters Score -304651.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -305153.375000 Penalty: 3763.557373
	Iteration 5F: 3 clusters Score -305153.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -305357.875000 Penalty: 3763.557373
	Iteration 6Q: 3 clusters Score -305357.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -305406.468750 Penalty: 3763.557373
	Iteration 7Q: 3 clusters Score -305406.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -305416.281250 Penalty: 3763.557373
	Iteration 8Q: 3 clusters Score -305416.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -305418.062500 Penalty: 3763.557373
	Iteration 9Q: 3 clusters Score -305418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -305421.500000 Penalty: 3763.557373
	Iteration 10Q: 3 clusters Score -305421.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -305417.281250 Penalty: 3763.557373
	Iteration 11Q: 3 clusters Score -305417.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -305417.281250 Penalty: 3763.557373
	Iteration 12F: 3 clusters Score -305417.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44633 members 
Mstep: Class 4 contains 22600 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136516 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8633 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15843 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5388 members 
Mstep: Class 18 contains 14864 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94200 members 
Mstep: Class 23 contains 16833 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7687 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 10640 members 
Mstep: Class 29 contains 23626 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17954 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69829 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16747 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1450 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91383 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228886 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 6011 members 
Mstep: Class 61 contains 9729 members 
Mstep: Class 62 contains 1361 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 7214 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6355 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3792 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3988 members 
Mstep: Class 76 contains 10652 members 
Mstep: Class 77 contains 6548 members 
Mstep: Class 78 contains 5245 members 
Mstep: Class 79 contains 21104 members 
Mstep: Class 80 contains 33146 members 
Mstep: Class 81 contains 2308 members 
Mstep: Class 82 contains 1872 members 
Mstep: Class 83 contains 613 members 
Entering Unmasked Estep 
Score: -154540576.000000 Penalty: 289986.375000
Splitting cluster 62 changes total score from -154540352.000000 to -154540576.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 63 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -64531.316406 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -64531.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62897.710938 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -62897.71 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63235.734375 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -63235.73 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63409.812500 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -63409.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -63542.472656 Penalty: 3242.917236
	Iteration 3F: 3 clusters Score -63542.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -63673.078125 Penalty: 3242.917236
	Iteration 4F: 3 clusters Score -63673.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -63855.238281 Penalty: 3242.917236
	Iteration 5F: 3 clusters Score -63855.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -64037.917969 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -64037.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -64214.171875 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -64214.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -64383.550781 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -64383.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -64486.476562 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -64486.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -64565.488281 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -64565.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -64619.050781 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -64619.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64644.058594 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -64644.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64663.781250 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -64663.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64674.324219 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -64674.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64682.000000 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -64682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64686.394531 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -64686.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64687.617188 Penalty: 3242.917236
	Iteration 17Q: 3 clusters Score -64687.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64691.269531 Penalty: 3242.917236
	Iteration 18Q: 3 clusters Score -64691.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64705.273438 Penalty: 3242.917236
	Iteration 19F: 3 clusters Score -64705.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64729.171875 Penalty: 3242.917236
	Iteration 20F: 3 clusters Score -64729.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -64767.964844 Penalty: 3242.917236
	Iteration 21Q: 3 clusters Score -64767.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64770.089844 Penalty: 3242.917236
	Iteration 22Q: 3 clusters Score -64770.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64773.566406 Penalty: 3242.917236
	Iteration 23Q: 3 clusters Score -64773.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64775.054688 Penalty: 3242.917236
	Iteration 24Q: 3 clusters Score -64775.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64775.054688 Penalty: 3242.917236
	Iteration 25F: 3 clusters Score -64775.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44633 members 
Mstep: Class 4 contains 22600 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136516 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8633 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15843 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5388 members 
Mstep: Class 18 contains 14864 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94200 members 
Mstep: Class 23 contains 16833 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7687 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 10640 members 
Mstep: Class 29 contains 23626 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17954 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69829 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16747 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1450 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91383 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228886 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 6011 members 
Mstep: Class 61 contains 9729 members 
Mstep: Class 62 contains 1361 members 
Mstep: Class 63 contains 303 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 7214 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6355 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3792 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3988 members 
Mstep: Class 76 contains 10652 members 
Mstep: Class 77 contains 6548 members 
Mstep: Class 78 contains 5245 members 
Mstep: Class 79 contains 21104 members 
Mstep: Class 80 contains 33146 members 
Mstep: Class 81 contains 2308 members 
Mstep: Class 82 contains 1872 members 
Mstep: Class 83 contains 613 members 
Mstep: Class 84 contains 388 members 
Entering Unmasked Estep 
Score: -154539008.000000 Penalty: 293480.187500
Splitting cluster 63 changes total score from -154540352.000000 to -154539008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -204902.500000 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -204902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -202431.078125 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -202431.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -202865.187500 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -202865.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -202991.375000 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -202991.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -203092.906250 Penalty: 3713.916016
	Iteration 3Q: 3 clusters Score -203092.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -203223.156250 Penalty: 3713.916016
	Iteration 4Q: 3 clusters Score -203223.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -203335.312500 Penalty: 3713.916016
	Iteration 5Q: 3 clusters Score -203335.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -203432.453125 Penalty: 3713.916016
	Iteration 6Q: 3 clusters Score -203432.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -203539.171875 Penalty: 3713.916016
	Iteration 7Q: 3 clusters Score -203539.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -203650.281250 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -203650.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -203780.421875 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -203780.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -203914.656250 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -203914.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -204067.937500 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -204067.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -204273.937500 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -204273.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -204437.687500 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -204437.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -204540.609375 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -204540.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -204635.796875 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -204635.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -204697.343750 Penalty: 3713.916016
	Iteration 16Q: 3 clusters Score -204697.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -204745.093750 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -204745.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -204764.406250 Penalty: 3713.916016
	Iteration 18Q: 3 clusters Score -204764.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -204773.875000 Penalty: 3713.916016
	Iteration 19Q: 3 clusters Score -204773.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -204779.546875 Penalty: 3713.916016
	Iteration 20F: 3 clusters Score -204779.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -204785.687500 Penalty: 3713.916016
	Iteration 21Q: 3 clusters Score -204785.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -204795.046875 Penalty: 3713.916016
	Iteration 22Q: 3 clusters Score -204795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -204803.203125 Penalty: 3713.916016
	Iteration 23Q: 3 clusters Score -204803.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -204813.781250 Penalty: 3713.916016
	Iteration 24Q: 3 clusters Score -204813.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -204824.515625 Penalty: 3713.916016
	Iteration 25Q: 3 clusters Score -204824.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -204830.265625 Penalty: 3713.916016
	Iteration 26Q: 3 clusters Score -204830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -204836.421875 Penalty: 3713.916016
	Iteration 27Q: 3 clusters Score -204836.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -204843.203125 Penalty: 3713.916016
	Iteration 28Q: 3 clusters Score -204843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -204847.984375 Penalty: 3713.916016
	Iteration 29Q: 3 clusters Score -204848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -204849.718750 Penalty: 3713.916016
	Iteration 30Q: 3 clusters Score -204849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -204851.671875 Penalty: 3713.916016
	Iteration 31Q: 3 clusters Score -204851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -204854.390625 Penalty: 3713.916016
	Iteration 32Q: 3 clusters Score -204854.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -204857.375000 Penalty: 3713.916016
	Iteration 33Q: 3 clusters Score -204857.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -204857.921875 Penalty: 3713.916016
	Iteration 34Q: 3 clusters Score -204857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -204857.921875 Penalty: 3713.916016
	Iteration 35F: 3 clusters Score -204857.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Entering Unmasked Estep 
Score: -336585.343750 Penalty: 1971.812012
	Iteration 0F: 2 clusters Score -336585.3 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 1433 members 
Entering Unmasked Estep 
Score: -333436.343750 Penalty: 3943.624023
	Iteration 0F: 3 clusters Score -333436.3 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -334129.000000 Penalty: 3943.624023
	Iteration 1F: 3 clusters Score -334129 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -334308.125000 Penalty: 3943.624023
	Iteration 2F: 3 clusters Score -334308.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -334423.812500 Penalty: 3943.624023
	Iteration 3F: 3 clusters Score -334423.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -334493.843750 Penalty: 3943.624023
	Iteration 4Q: 3 clusters Score -334493.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -334551.343750 Penalty: 3943.624023
	Iteration 5Q: 3 clusters Score -334551.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -334590.968750 Penalty: 3943.624023
	Iteration 6Q: 3 clusters Score -334591 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -334633.500000 Penalty: 3943.624023
	Iteration 7Q: 3 clusters Score -334633.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -334666.687500 Penalty: 3943.624023
	Iteration 8Q: 3 clusters Score -334666.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -334691.656250 Penalty: 3943.624023
	Iteration 9Q: 3 clusters Score -334691.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -334718.500000 Penalty: 3943.624023
	Iteration 10Q: 3 clusters Score -334718.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -334750.093750 Penalty: 3943.624023
	Iteration 11Q: 3 clusters Score -334750.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -334774.031250 Penalty: 3943.624023
	Iteration 12Q: 3 clusters Score -334774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -334798.406250 Penalty: 3943.624023
	Iteration 13Q: 3 clusters Score -334798.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -334818.781250 Penalty: 3943.624023
	Iteration 14Q: 3 clusters Score -334818.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -334837.687500 Penalty: 3943.624023
	Iteration 15Q: 3 clusters Score -334837.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -334855.093750 Penalty: 3943.624023
	Iteration 16Q: 3 clusters Score -334855.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -334870.812500 Penalty: 3943.624023
	Iteration 17Q: 3 clusters Score -334870.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -334890.281250 Penalty: 3943.624023
	Iteration 18Q: 3 clusters Score -334890.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -334908.093750 Penalty: 3943.624023
	Iteration 19Q: 3 clusters Score -334908.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -334921.687500 Penalty: 3943.624023
	Iteration 20F: 3 clusters Score -334921.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -334941.218750 Penalty: 3943.624023
	Iteration 21Q: 3 clusters Score -334941.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -334974.375000 Penalty: 3943.624023
	Iteration 22Q: 3 clusters Score -334974.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -335011.750000 Penalty: 3943.624023
	Iteration 23Q: 3 clusters Score -335011.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -335050.406250 Penalty: 3943.624023
	Iteration 24Q: 3 clusters Score -335050.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -335070.406250 Penalty: 3943.624023
	Iteration 25Q: 3 clusters Score -335070.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -335089.906250 Penalty: 3943.624023
	Iteration 26Q: 3 clusters Score -335089.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -335110.625000 Penalty: 3943.624023
	Iteration 27Q: 3 clusters Score -335110.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -335128.718750 Penalty: 3943.624023
	Iteration 28Q: 3 clusters Score -335128.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -335144.906250 Penalty: 3943.624023
	Iteration 29Q: 3 clusters Score -335144.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -335160.281250 Penalty: 3943.624023
	Iteration 30Q: 3 clusters Score -335160.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -335171.375000 Penalty: 3943.624023
	Iteration 31Q: 3 clusters Score -335171.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -335183.937500 Penalty: 3943.624023
	Iteration 32Q: 3 clusters Score -335183.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -335193.656250 Penalty: 3943.624023
	Iteration 33Q: 3 clusters Score -335193.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -335205.000000 Penalty: 3943.624023
	Iteration 34Q: 3 clusters Score -335205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -335213.593750 Penalty: 3943.624023
	Iteration 35Q: 3 clusters Score -335213.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -335219.968750 Penalty: 3943.624023
	Iteration 36Q: 3 clusters Score -335220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -335229.500000 Penalty: 3943.624023
	Iteration 37Q: 3 clusters Score -335229.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -335235.593750 Penalty: 3943.624023
	Iteration 38Q: 3 clusters Score -335235.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -335244.906250 Penalty: 3943.624023
	Iteration 39Q: 3 clusters Score -335244.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -335255.875000 Penalty: 3943.624023
	Iteration 40F: 3 clusters Score -335255.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -335260.906250 Penalty: 3943.624023
	Iteration 41Q: 3 clusters Score -335260.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -335265.156250 Penalty: 3943.624023
	Iteration 42Q: 3 clusters Score -335265.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -335270.843750 Penalty: 3943.624023
	Iteration 43Q: 3 clusters Score -335270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -335273.812500 Penalty: 3943.624023
	Iteration 44Q: 3 clusters Score -335273.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -335278.031250 Penalty: 3943.624023
	Iteration 45Q: 3 clusters Score -335278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -335278.312500 Penalty: 3943.624023
	Iteration 46Q: 3 clusters Score -335278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -335278.312500 Penalty: 3943.624023
	Iteration 47F: 3 clusters Score -335278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Entering Unmasked Estep 
Score: -842817.812500 Penalty: 2219.345947
	Iteration 0F: 2 clusters Score -842817.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -836641.750000 Penalty: 4438.691895
	Iteration 0F: 3 clusters Score -836641.8 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -838576.500000 Penalty: 4438.691895
	Iteration 1F: 3 clusters Score -838576.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -839007.812500 Penalty: 4438.691895
	Iteration 2F: 3 clusters Score -839007.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -839307.437500 Penalty: 4438.691895
	Iteration 3F: 3 clusters Score -839307.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -839543.687500 Penalty: 4438.691895
	Iteration 4F: 3 clusters Score -839543.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -839764.125000 Penalty: 4438.691895
	Iteration 5Q: 3 clusters Score -839764.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -839963.875000 Penalty: 4438.691895
	Iteration 6Q: 3 clusters Score -839963.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -840137.500000 Penalty: 4438.691895
	Iteration 7Q: 3 clusters Score -840137.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -840328.750000 Penalty: 4438.691895
	Iteration 8Q: 3 clusters Score -840328.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -840508.625000 Penalty: 4438.691895
	Iteration 9Q: 3 clusters Score -840508.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -840680.687500 Penalty: 4438.691895
	Iteration 10Q: 3 clusters Score -840680.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -840841.062500 Penalty: 4438.691895
	Iteration 11Q: 3 clusters Score -840841.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -840969.500000 Penalty: 4438.691895
	Iteration 12Q: 3 clusters Score -840969.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -841088.000000 Penalty: 4438.691895
	Iteration 13Q: 3 clusters Score -841088 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -841196.750000 Penalty: 4438.691895
	Iteration 14Q: 3 clusters Score -841196.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -841276.687500 Penalty: 4438.691895
	Iteration 15Q: 3 clusters Score -841276.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -841340.562500 Penalty: 4438.691895
	Iteration 16Q: 3 clusters Score -841340.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -841396.187500 Penalty: 4438.691895
	Iteration 17Q: 3 clusters Score -841396.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -841442.250000 Penalty: 4438.691895
	Iteration 18Q: 3 clusters Score -841442.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -841478.437500 Penalty: 4438.691895
	Iteration 19Q: 3 clusters Score -841478.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -841505.812500 Penalty: 4438.691895
	Iteration 20F: 3 clusters Score -841505.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -841521.750000 Penalty: 4438.691895
	Iteration 21Q: 3 clusters Score -841521.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -841534.312500 Penalty: 4438.691895
	Iteration 22Q: 3 clusters Score -841534.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -841538.000000 Penalty: 4438.691895
	Iteration 23Q: 3 clusters Score -841538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -841545.437500 Penalty: 4438.691895
	Iteration 24Q: 3 clusters Score -841545.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -841548.937500 Penalty: 4438.691895
	Iteration 25Q: 3 clusters Score -841548.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -841556.500000 Penalty: 4438.691895
	Iteration 26Q: 3 clusters Score -841556.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -841561.687500 Penalty: 4438.691895
	Iteration 27Q: 3 clusters Score -841561.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -841569.375000 Penalty: 4438.691895
	Iteration 28Q: 3 clusters Score -841569.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -841573.625000 Penalty: 4438.691895
	Iteration 29Q: 3 clusters Score -841573.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -841582.250000 Penalty: 4438.691895
	Iteration 30Q: 3 clusters Score -841582.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -841595.625000 Penalty: 4438.691895
	Iteration 31Q: 3 clusters Score -841595.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -841611.312500 Penalty: 4438.691895
	Iteration 32Q: 3 clusters Score -841611.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -841630.437500 Penalty: 4438.691895
	Iteration 33Q: 3 clusters Score -841630.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -841635.562500 Penalty: 4438.691895
	Iteration 34Q: 3 clusters Score -841635.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -841638.875000 Penalty: 4438.691895
	Iteration 35Q: 3 clusters Score -841638.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -841649.875000 Penalty: 4438.691895
	Iteration 36Q: 3 clusters Score -841649.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -841656.062500 Penalty: 4438.691895
	Iteration 37Q: 3 clusters Score -841656.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -841662.562500 Penalty: 4438.691895
	Iteration 38Q: 3 clusters Score -841662.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -841670.625000 Penalty: 4438.691895
	Iteration 39Q: 3 clusters Score -841670.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -841674.312500 Penalty: 4438.691895
	Iteration 40F: 3 clusters Score -841674.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -841678.125000 Penalty: 4438.691895
	Iteration 41Q: 3 clusters Score -841678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -841678.812500 Penalty: 4438.691895
	Iteration 42Q: 3 clusters Score -841678.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -841678.125000 Penalty: 4438.691895
	Iteration 43Q: 3 clusters Score -841678.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -841678.125000 Penalty: 4438.691895
	Iteration 44F: 3 clusters Score -841678.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Entering Unmasked Estep 
Score: -852301.250000 Penalty: 2203.177002
	Iteration 0F: 2 clusters Score -852301.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -846417.937500 Penalty: 4406.354004
	Iteration 0F: 3 clusters Score -846417.9 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -848148.250000 Penalty: 4406.354004
	Iteration 1F: 3 clusters Score -848148.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -848597.375000 Penalty: 4406.354004
	Iteration 2F: 3 clusters Score -848597.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -849055.000000 Penalty: 4406.354004
	Iteration 3F: 3 clusters Score -849055 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -849436.062500 Penalty: 4406.354004
	Iteration 4F: 3 clusters Score -849436.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -849722.187500 Penalty: 4406.354004
	Iteration 5F: 3 clusters Score -849722.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -849953.125000 Penalty: 4406.354004
	Iteration 6Q: 3 clusters Score -849953.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -850134.062500 Penalty: 4406.354004
	Iteration 7Q: 3 clusters Score -850134.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -850272.250000 Penalty: 4406.354004
	Iteration 8Q: 3 clusters Score -850272.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -850372.500000 Penalty: 4406.354004
	Iteration 9Q: 3 clusters Score -850372.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -850461.062500 Penalty: 4406.354004
	Iteration 10Q: 3 clusters Score -850461.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -850537.750000 Penalty: 4406.354004
	Iteration 11Q: 3 clusters Score -850537.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -850588.062500 Penalty: 4406.354004
	Iteration 12Q: 3 clusters Score -850588.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -850635.000000 Penalty: 4406.354004
	Iteration 13Q: 3 clusters Score -850635 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -850681.000000 Penalty: 4406.354004
	Iteration 14Q: 3 clusters Score -850681 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -850720.937500 Penalty: 4406.354004
	Iteration 15Q: 3 clusters Score -850720.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -850757.187500 Penalty: 4406.354004
	Iteration 16Q: 3 clusters Score -850757.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -850788.937500 Penalty: 4406.354004
	Iteration 17Q: 3 clusters Score -850788.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -850816.437500 Penalty: 4406.354004
	Iteration 18Q: 3 clusters Score -850816.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -850838.250000 Penalty: 4406.354004
	Iteration 19Q: 3 clusters Score -850838.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -850869.437500 Penalty: 4406.354004
	Iteration 20F: 3 clusters Score -850869.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -850897.000000 Penalty: 4406.354004
	Iteration 21Q: 3 clusters Score -850897 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -850914.187500 Penalty: 4406.354004
	Iteration 22Q: 3 clusters Score -850914.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -850932.312500 Penalty: 4406.354004
	Iteration 23Q: 3 clusters Score -850932.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -850947.250000 Penalty: 4406.354004
	Iteration 24Q: 3 clusters Score -850947.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -850963.625000 Penalty: 4406.354004
	Iteration 25Q: 3 clusters Score -850963.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -850986.437500 Penalty: 4406.354004
	Iteration 26Q: 3 clusters Score -850986.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -851010.687500 Penalty: 4406.354004
	Iteration 27Q: 3 clusters Score -851010.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -851040.625000 Penalty: 4406.354004
	Iteration 28Q: 3 clusters Score -851040.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -851067.875000 Penalty: 4406.354004
	Iteration 29Q: 3 clusters Score -851067.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -851094.062500 Penalty: 4406.354004
	Iteration 30Q: 3 clusters Score -851094.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -851122.687500 Penalty: 4406.354004
	Iteration 31Q: 3 clusters Score -851122.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -851151.187500 Penalty: 4406.354004
	Iteration 32Q: 3 clusters Score -851151.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -851179.250000 Penalty: 4406.354004
	Iteration 33Q: 3 clusters Score -851179.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -851200.375000 Penalty: 4406.354004
	Iteration 34Q: 3 clusters Score -851200.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -851228.812500 Penalty: 4406.354004
	Iteration 35Q: 3 clusters Score -851228.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -851260.625000 Penalty: 4406.354004
	Iteration 36Q: 3 clusters Score -851260.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -851299.500000 Penalty: 4406.354004
	Iteration 37Q: 3 clusters Score -851299.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -851337.875000 Penalty: 4406.354004
	Iteration 38Q: 3 clusters Score -851337.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -851370.875000 Penalty: 4406.354004
	Iteration 39Q: 3 clusters Score -851370.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -851405.500000 Penalty: 4406.354004
	Iteration 40F: 3 clusters Score -851405.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -851436.937500 Penalty: 4406.354004
	Iteration 41Q: 3 clusters Score -851436.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -851456.875000 Penalty: 4406.354004
	Iteration 42Q: 3 clusters Score -851456.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -851478.750000 Penalty: 4406.354004
	Iteration 43Q: 3 clusters Score -851478.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -851498.062500 Penalty: 4406.354004
	Iteration 44Q: 3 clusters Score -851498.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -851511.250000 Penalty: 4406.354004
	Iteration 45Q: 3 clusters Score -851511.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -851524.125000 Penalty: 4406.354004
	Iteration 46Q: 3 clusters Score -851524.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -851530.437500 Penalty: 4406.354004
	Iteration 47Q: 3 clusters Score -851530.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -851533.625000 Penalty: 4406.354004
	Iteration 48Q: 3 clusters Score -851533.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -851538.625000 Penalty: 4406.354004
	Iteration 49Q: 3 clusters Score -851538.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -851540.625000 Penalty: 4406.354004
	Iteration 50Q: 3 clusters Score -851540.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -851544.062500 Penalty: 4406.354004
	Iteration 51Q: 3 clusters Score -851544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -851544.312500 Penalty: 4406.354004
	Iteration 52Q: 3 clusters Score -851544.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -851548.500000 Penalty: 4406.354004
	Iteration 53Q: 3 clusters Score -851548.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -851548.375000 Penalty: 4406.354004
	Iteration 54Q: 3 clusters Score -851548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -851550.687500 Penalty: 4406.354004
	Iteration 55Q: 3 clusters Score -851550.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -851548.625000 Penalty: 4406.354004
	Iteration 56Q: 3 clusters Score -851548.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -851550.750000 Penalty: 4406.354004
	Iteration 57Q: 3 clusters Score -851550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -851552.062500 Penalty: 4406.354004
	Iteration 58Q: 3 clusters Score -851552.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -851552.062500 Penalty: 4406.354004
	Iteration 59F: 3 clusters Score -851552.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (6412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Entering Unmasked Estep 
Score: -771249.875000 Penalty: 2173.949707
	Iteration 0F: 2 clusters Score -771249.9 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 3254 members 
Entering Unmasked Estep 
Score: -765794.000000 Penalty: 4347.899414
	Iteration 0F: 3 clusters Score -765794 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -767157.250000 Penalty: 4347.899414
	Iteration 1F: 3 clusters Score -767157.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -767403.000000 Penalty: 4347.899414
	Iteration 2F: 3 clusters Score -767403 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -767594.375000 Penalty: 4347.899414
	Iteration 3F: 3 clusters Score -767594.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -767757.250000 Penalty: 4347.899414
	Iteration 4Q: 3 clusters Score -767757.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -767917.437500 Penalty: 4347.899414
	Iteration 5Q: 3 clusters Score -767917.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -768085.437500 Penalty: 4347.899414
	Iteration 6Q: 3 clusters Score -768085.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -768249.687500 Penalty: 4347.899414
	Iteration 7Q: 3 clusters Score -768249.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -768392.937500 Penalty: 4347.899414
	Iteration 8Q: 3 clusters Score -768392.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -768546.187500 Penalty: 4347.899414
	Iteration 9Q: 3 clusters Score -768546.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -768717.312500 Penalty: 4347.899414
	Iteration 10Q: 3 clusters Score -768717.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -768877.312500 Penalty: 4347.899414
	Iteration 11Q: 3 clusters Score -768877.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -768984.250000 Penalty: 4347.899414
	Iteration 12Q: 3 clusters Score -768984.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -769055.937500 Penalty: 4347.899414
	Iteration 13Q: 3 clusters Score -769055.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -769100.750000 Penalty: 4347.899414
	Iteration 14Q: 3 clusters Score -769100.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -769134.750000 Penalty: 4347.899414
	Iteration 15Q: 3 clusters Score -769134.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -769162.937500 Penalty: 4347.899414
	Iteration 16Q: 3 clusters Score -769162.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -769194.750000 Penalty: 4347.899414
	Iteration 17Q: 3 clusters Score -769194.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -769229.125000 Penalty: 4347.899414
	Iteration 18Q: 3 clusters Score -769229.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -769255.437500 Penalty: 4347.899414
	Iteration 19Q: 3 clusters Score -769255.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -769273.687500 Penalty: 4347.899414
	Iteration 20F: 3 clusters Score -769273.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -769282.625000 Penalty: 4347.899414
	Iteration 21Q: 3 clusters Score -769282.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -769295.437500 Penalty: 4347.899414
	Iteration 22Q: 3 clusters Score -769295.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -769308.125000 Penalty: 4347.899414
	Iteration 23Q: 3 clusters Score -769308.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -769321.187500 Penalty: 4347.899414
	Iteration 24Q: 3 clusters Score -769321.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -769330.625000 Penalty: 4347.899414
	Iteration 25Q: 3 clusters Score -769330.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -769333.625000 Penalty: 4347.899414
	Iteration 26Q: 3 clusters Score -769333.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -769339.062500 Penalty: 4347.899414
	Iteration 27Q: 3 clusters Score -769339.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -769342.875000 Penalty: 4347.899414
	Iteration 28Q: 3 clusters Score -769342.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -769348.687500 Penalty: 4347.899414
	Iteration 29Q: 3 clusters Score -769348.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -769351.375000 Penalty: 4347.899414
	Iteration 30Q: 3 clusters Score -769351.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -769352.625000 Penalty: 4347.899414
	Iteration 31Q: 3 clusters Score -769352.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -769352.437500 Penalty: 4347.899414
	Iteration 32Q: 3 clusters Score -769352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -769354.937500 Penalty: 4347.899414
	Iteration 33Q: 3 clusters Score -769354.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -769356.500000 Penalty: 4347.899414
	Iteration 34Q: 3 clusters Score -769356.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -769357.812500 Penalty: 4347.899414
	Iteration 35Q: 3 clusters Score -769357.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -769357.812500 Penalty: 4347.899414
	Iteration 36F: 3 clusters Score -769357.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (3626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Entering Unmasked Estep 
Score: -369818.468750 Penalty: 2032.579590
	Iteration 0F: 2 clusters Score -369818.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -366156.468750 Penalty: 4065.159180
	Iteration 0F: 3 clusters Score -366156.5 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -367240.250000 Penalty: 4065.159180
	Iteration 1F: 3 clusters Score -367240.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -367657.562500 Penalty: 4065.159180
	Iteration 2F: 3 clusters Score -367657.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -367880.000000 Penalty: 4065.159180
	Iteration 3F: 3 clusters Score -367880 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -368045.125000 Penalty: 4065.159180
	Iteration 4Q: 3 clusters Score -368045.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -368179.000000 Penalty: 4065.159180
	Iteration 5Q: 3 clusters Score -368179 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -368273.250000 Penalty: 4065.159180
	Iteration 6Q: 3 clusters Score -368273.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -368352.281250 Penalty: 4065.159180
	Iteration 7Q: 3 clusters Score -368352.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -368432.187500 Penalty: 4065.159180
	Iteration 8Q: 3 clusters Score -368432.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -368503.656250 Penalty: 4065.159180
	Iteration 9Q: 3 clusters Score -368503.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -368547.031250 Penalty: 4065.159180
	Iteration 10Q: 3 clusters Score -368547 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -368577.625000 Penalty: 4065.159180
	Iteration 11Q: 3 clusters Score -368577.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -368618.187500 Penalty: 4065.159180
	Iteration 12Q: 3 clusters Score -368618.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -368654.968750 Penalty: 4065.159180
	Iteration 13Q: 3 clusters Score -368655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -368684.656250 Penalty: 4065.159180
	Iteration 14Q: 3 clusters Score -368684.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -368706.062500 Penalty: 4065.159180
	Iteration 15Q: 3 clusters Score -368706.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -368725.812500 Penalty: 4065.159180
	Iteration 16Q: 3 clusters Score -368725.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -368733.000000 Penalty: 4065.159180
	Iteration 17Q: 3 clusters Score -368733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -368736.750000 Penalty: 4065.159180
	Iteration 18Q: 3 clusters Score -368736.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -368742.062500 Penalty: 4065.159180
	Iteration 19Q: 3 clusters Score -368742.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -368747.500000 Penalty: 4065.159180
	Iteration 20F: 3 clusters Score -368747.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -368752.187500 Penalty: 4065.159180
	Iteration 21Q: 3 clusters Score -368752.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -368756.468750 Penalty: 4065.159180
	Iteration 22Q: 3 clusters Score -368756.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -368758.781250 Penalty: 4065.159180
	Iteration 23Q: 3 clusters Score -368758.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -368762.062500 Penalty: 4065.159180
	Iteration 24Q: 3 clusters Score -368762.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -368764.093750 Penalty: 4065.159180
	Iteration 25Q: 3 clusters Score -368764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -368764.843750 Penalty: 4065.159180
	Iteration 26Q: 3 clusters Score -368764.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -368764.843750 Penalty: 4065.159180
	Iteration 27F: 3 clusters Score -368764.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -61600.445312 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -61600.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60222.281250 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -60222.28 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -60360.457031 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -60360.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60409.757812 Penalty: 2968.032471
	Iteration 2Q: 3 clusters Score -60409.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60423.292969 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -60423.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60441.476562 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -60441.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60469.328125 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -60469.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60502.402344 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -60502.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60553.886719 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -60553.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60607.953125 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -60607.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60619.742188 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -60619.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60634.722656 Penalty: 2968.032471
	Iteration 10Q: 3 clusters Score -60634.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60640.199219 Penalty: 2968.032471
	Iteration 11Q: 3 clusters Score -60640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60645.722656 Penalty: 2968.032471
	Iteration 12Q: 3 clusters Score -60645.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60649.093750 Penalty: 2968.032471
	Iteration 13Q: 3 clusters Score -60649.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60725.191406 Penalty: 2968.032471
	Iteration 14Q: 3 clusters Score -60725.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60741.816406 Penalty: 2968.032471
	Iteration 15Q: 3 clusters Score -60741.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -60752.027344 Penalty: 2968.032471
	Iteration 16Q: 3 clusters Score -60752.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -60759.691406 Penalty: 2968.032471
	Iteration 17Q: 3 clusters Score -60759.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60762.250000 Penalty: 2968.032471
	Iteration 18Q: 3 clusters Score -60762.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60763.363281 Penalty: 2968.032471
	Iteration 19Q: 3 clusters Score -60763.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60763.363281 Penalty: 2968.032471
	Iteration 20F: 3 clusters Score -60763.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Entering Unmasked Estep 
Score: -763575.875000 Penalty: 2171.735352
	Iteration 0F: 2 clusters Score -763575.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -758219.812500 Penalty: 4343.470703
	Iteration 0F: 3 clusters Score -758219.8 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -759667.750000 Penalty: 4343.470703
	Iteration 1F: 3 clusters Score -759667.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -760016.062500 Penalty: 4343.470703
	Iteration 2F: 3 clusters Score -760016.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -760300.875000 Penalty: 4343.470703
	Iteration 3F: 3 clusters Score -760300.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -760608.000000 Penalty: 4343.470703
	Iteration 4F: 3 clusters Score -760608 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -760886.500000 Penalty: 4343.470703
	Iteration 5F: 3 clusters Score -760886.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -761124.187500 Penalty: 4343.470703
	Iteration 6Q: 3 clusters Score -761124.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -761325.375000 Penalty: 4343.470703
	Iteration 7Q: 3 clusters Score -761325.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -761473.187500 Penalty: 4343.470703
	Iteration 8Q: 3 clusters Score -761473.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -761592.500000 Penalty: 4343.470703
	Iteration 9Q: 3 clusters Score -761592.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -761686.375000 Penalty: 4343.470703
	Iteration 10Q: 3 clusters Score -761686.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -761768.312500 Penalty: 4343.470703
	Iteration 11Q: 3 clusters Score -761768.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -761832.750000 Penalty: 4343.470703
	Iteration 12Q: 3 clusters Score -761832.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -761894.312500 Penalty: 4343.470703
	Iteration 13Q: 3 clusters Score -761894.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -761942.562500 Penalty: 4343.470703
	Iteration 14Q: 3 clusters Score -761942.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -761989.937500 Penalty: 4343.470703
	Iteration 15Q: 3 clusters Score -761989.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -762043.187500 Penalty: 4343.470703
	Iteration 16Q: 3 clusters Score -762043.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -762082.437500 Penalty: 4343.470703
	Iteration 17Q: 3 clusters Score -762082.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -762120.562500 Penalty: 4343.470703
	Iteration 18Q: 3 clusters Score -762120.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -762143.250000 Penalty: 4343.470703
	Iteration 19Q: 3 clusters Score -762143.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -762162.562500 Penalty: 4343.470703
	Iteration 20F: 3 clusters Score -762162.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -762177.437500 Penalty: 4343.470703
	Iteration 21Q: 3 clusters Score -762177.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -762189.562500 Penalty: 4343.470703
	Iteration 22Q: 3 clusters Score -762189.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -762206.062500 Penalty: 4343.470703
	Iteration 23Q: 3 clusters Score -762206.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -762227.937500 Penalty: 4343.470703
	Iteration 24Q: 3 clusters Score -762227.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -762246.562500 Penalty: 4343.470703
	Iteration 25Q: 3 clusters Score -762246.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -762255.937500 Penalty: 4343.470703
	Iteration 26Q: 3 clusters Score -762255.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -762271.937500 Penalty: 4343.470703
	Iteration 27Q: 3 clusters Score -762271.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -762282.500000 Penalty: 4343.470703
	Iteration 28Q: 3 clusters Score -762282.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -762286.562500 Penalty: 4343.470703
	Iteration 29Q: 3 clusters Score -762286.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -762294.750000 Penalty: 4343.470703
	Iteration 30Q: 3 clusters Score -762294.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -762305.562500 Penalty: 4343.470703
	Iteration 31Q: 3 clusters Score -762305.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -762313.562500 Penalty: 4343.470703
	Iteration 32Q: 3 clusters Score -762313.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -762320.437500 Penalty: 4343.470703
	Iteration 33Q: 3 clusters Score -762320.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -762327.562500 Penalty: 4343.470703
	Iteration 34Q: 3 clusters Score -762327.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -762331.187500 Penalty: 4343.470703
	Iteration 35Q: 3 clusters Score -762331.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -762334.812500 Penalty: 4343.470703
	Iteration 36Q: 3 clusters Score -762334.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -762337.187500 Penalty: 4343.470703
	Iteration 37Q: 3 clusters Score -762337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -762338.437500 Penalty: 4343.470703
	Iteration 38Q: 3 clusters Score -762338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -762339.687500 Penalty: 4343.470703
	Iteration 39Q: 3 clusters Score -762339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -762339.250000 Penalty: 4343.470703
	Iteration 40F: 3 clusters Score -762339.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -159081.875000 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -159081.9 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 704 members 
Entering Unmasked Estep 
Score: -156881.531250 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -156881.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -157310.765625 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -157310.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -157483.515625 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -157483.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -157610.171875 Penalty: 3592.782471
	Iteration 3F: 3 clusters Score -157610.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -157743.453125 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -157743.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -157905.140625 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -157905.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -158088.390625 Penalty: 3592.782471
	Iteration 6F: 3 clusters Score -158088.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -158246.750000 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -158246.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -158341.312500 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -158341.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -158409.515625 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -158409.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -158437.218750 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -158437.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -158450.000000 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -158450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -158454.125000 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -158454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -158454.578125 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -158454.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -158454.578125 Penalty: 3592.782471
	Iteration 14F: 3 clusters Score -158454.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -603543.312500 Penalty: 2043.681030
	Iteration 0F: 2 clusters Score -603543.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -599845.375000 Penalty: 4087.362061
	Iteration 0F: 3 clusters Score -599845.4 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -600978.875000 Penalty: 4087.362061
	Iteration 1F: 3 clusters Score -600978.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -601411.687500 Penalty: 4087.362061
	Iteration 2F: 3 clusters Score -601411.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -601807.312500 Penalty: 4087.362061
	Iteration 3F: 3 clusters Score -601807.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -602142.250000 Penalty: 4087.362061
	Iteration 4F: 3 clusters Score -602142.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -602353.375000 Penalty: 4087.362061
	Iteration 5F: 3 clusters Score -602353.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -602478.000000 Penalty: 4087.362061
	Iteration 6Q: 3 clusters Score -602478 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -602564.562500 Penalty: 4087.362061
	Iteration 7Q: 3 clusters Score -602564.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -602620.125000 Penalty: 4087.362061
	Iteration 8Q: 3 clusters Score -602620.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -602656.250000 Penalty: 4087.362061
	Iteration 9Q: 3 clusters Score -602656.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -602688.312500 Penalty: 4087.362061
	Iteration 10Q: 3 clusters Score -602688.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -602716.000000 Penalty: 4087.362061
	Iteration 11Q: 3 clusters Score -602716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -602738.312500 Penalty: 4087.362061
	Iteration 12Q: 3 clusters Score -602738.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -602765.125000 Penalty: 4087.362061
	Iteration 13Q: 3 clusters Score -602765.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -602781.812500 Penalty: 4087.362061
	Iteration 14Q: 3 clusters Score -602781.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -602796.937500 Penalty: 4087.362061
	Iteration 15Q: 3 clusters Score -602796.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -602809.937500 Penalty: 4087.362061
	Iteration 16Q: 3 clusters Score -602809.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -602822.125000 Penalty: 4087.362061
	Iteration 17Q: 3 clusters Score -602822.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -602830.250000 Penalty: 4087.362061
	Iteration 18Q: 3 clusters Score -602830.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -602842.375000 Penalty: 4087.362061
	Iteration 19Q: 3 clusters Score -602842.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -602862.000000 Penalty: 4087.362061
	Iteration 20F: 3 clusters Score -602862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -602875.937500 Penalty: 4087.362061
	Iteration 21Q: 3 clusters Score -602875.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -602891.562500 Penalty: 4087.362061
	Iteration 22Q: 3 clusters Score -602891.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -602906.437500 Penalty: 4087.362061
	Iteration 23Q: 3 clusters Score -602906.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -602920.750000 Penalty: 4087.362061
	Iteration 24Q: 3 clusters Score -602920.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -602935.875000 Penalty: 4087.362061
	Iteration 25Q: 3 clusters Score -602935.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -602946.250000 Penalty: 4087.362061
	Iteration 26Q: 3 clusters Score -602946.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -602952.125000 Penalty: 4087.362061
	Iteration 27Q: 3 clusters Score -602952.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -602958.187500 Penalty: 4087.362061
	Iteration 28Q: 3 clusters Score -602958.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -602960.875000 Penalty: 4087.362061
	Iteration 29Q: 3 clusters Score -602960.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -602963.250000 Penalty: 4087.362061
	Iteration 30Q: 3 clusters Score -602963.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -602965.562500 Penalty: 4087.362061
	Iteration 31Q: 3 clusters Score -602965.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -602966.187500 Penalty: 4087.362061
	Iteration 32Q: 3 clusters Score -602966.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -602966.187500 Penalty: 4087.362061
	Iteration 33F: 3 clusters Score -602966.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -233954.312500 Penalty: 1881.652954
	Iteration 0F: 2 clusters Score -233954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -231336.609375 Penalty: 3763.305908
	Iteration 0F: 3 clusters Score -231336.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -231803.406250 Penalty: 3763.305908
	Iteration 1F: 3 clusters Score -231803.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -231929.218750 Penalty: 3763.305908
	Iteration 2F: 3 clusters Score -231929.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -231989.343750 Penalty: 3763.305908
	Iteration 3Q: 3 clusters Score -231989.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -232018.421875 Penalty: 3763.305908
	Iteration 4Q: 3 clusters Score -232018.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -232050.000000 Penalty: 3763.305908
	Iteration 5Q: 3 clusters Score -232050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -232070.359375 Penalty: 3763.305908
	Iteration 6Q: 3 clusters Score -232070.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -232084.593750 Penalty: 3763.305908
	Iteration 7Q: 3 clusters Score -232084.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -232102.343750 Penalty: 3763.305908
	Iteration 8Q: 3 clusters Score -232102.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -232115.046875 Penalty: 3763.305908
	Iteration 9Q: 3 clusters Score -232115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -232127.203125 Penalty: 3763.305908
	Iteration 10Q: 3 clusters Score -232127.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -232139.828125 Penalty: 3763.305908
	Iteration 11Q: 3 clusters Score -232139.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -232159.031250 Penalty: 3763.305908
	Iteration 12Q: 3 clusters Score -232159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -232176.437500 Penalty: 3763.305908
	Iteration 13Q: 3 clusters Score -232176.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -232198.187500 Penalty: 3763.305908
	Iteration 14Q: 3 clusters Score -232198.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -232224.171875 Penalty: 3763.305908
	Iteration 15Q: 3 clusters Score -232224.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -232251.843750 Penalty: 3763.305908
	Iteration 16Q: 3 clusters Score -232251.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -232268.500000 Penalty: 3763.305908
	Iteration 17Q: 3 clusters Score -232268.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -232298.578125 Penalty: 3763.305908
	Iteration 18Q: 3 clusters Score -232298.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -232338.703125 Penalty: 3763.305908
	Iteration 19Q: 3 clusters Score -232338.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -232370.843750 Penalty: 3763.305908
	Iteration 20F: 3 clusters Score -232370.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -232404.406250 Penalty: 3763.305908
	Iteration 21Q: 3 clusters Score -232404.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -232437.125000 Penalty: 3763.305908
	Iteration 22Q: 3 clusters Score -232437.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -232464.953125 Penalty: 3763.305908
	Iteration 23Q: 3 clusters Score -232465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -232494.796875 Penalty: 3763.305908
	Iteration 24Q: 3 clusters Score -232494.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -232525.203125 Penalty: 3763.305908
	Iteration 25Q: 3 clusters Score -232525.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -232542.406250 Penalty: 3763.305908
	Iteration 26Q: 3 clusters Score -232542.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -232563.421875 Penalty: 3763.305908
	Iteration 27Q: 3 clusters Score -232563.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -232591.390625 Penalty: 3763.305908
	Iteration 28Q: 3 clusters Score -232591.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -232608.703125 Penalty: 3763.305908
	Iteration 29Q: 3 clusters Score -232608.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -232630.234375 Penalty: 3763.305908
	Iteration 30Q: 3 clusters Score -232630.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -232654.687500 Penalty: 3763.305908
	Iteration 31Q: 3 clusters Score -232654.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -232668.328125 Penalty: 3763.305908
	Iteration 32Q: 3 clusters Score -232668.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -232675.000000 Penalty: 3763.305908
	Iteration 33Q: 3 clusters Score -232675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -232681.640625 Penalty: 3763.305908
	Iteration 34Q: 3 clusters Score -232681.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -232685.203125 Penalty: 3763.305908
	Iteration 35Q: 3 clusters Score -232685.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -232690.453125 Penalty: 3763.305908
	Iteration 36Q: 3 clusters Score -232690.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -232694.890625 Penalty: 3763.305908
	Iteration 37Q: 3 clusters Score -232694.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -232702.640625 Penalty: 3763.305908
	Iteration 38Q: 3 clusters Score -232702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -232708.875000 Penalty: 3763.305908
	Iteration 39Q: 3 clusters Score -232708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -232714.312500 Penalty: 3763.305908
	Iteration 40F: 3 clusters Score -232714.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -232719.640625 Penalty: 3763.305908
	Iteration 41Q: 3 clusters Score -232719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -232724.750000 Penalty: 3763.305908
	Iteration 42Q: 3 clusters Score -232724.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -232733.281250 Penalty: 3763.305908
	Iteration 43Q: 3 clusters Score -232733.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -232738.750000 Penalty: 3763.305908
	Iteration 44Q: 3 clusters Score -232738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -232742.593750 Penalty: 3763.305908
	Iteration 45Q: 3 clusters Score -232742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -232744.843750 Penalty: 3763.305908
	Iteration 46Q: 3 clusters Score -232744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -232747.031250 Penalty: 3763.305908
	Iteration 47Q: 3 clusters Score -232747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -232751.093750 Penalty: 3763.305908
	Iteration 48Q: 3 clusters Score -232751.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -232752.312500 Penalty: 3763.305908
	Iteration 49Q: 3 clusters Score -232752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -232755.500000 Penalty: 3763.305908
	Iteration 50Q: 3 clusters Score -232755.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -232758.875000 Penalty: 3763.305908
	Iteration 51Q: 3 clusters Score -232758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -232760.125000 Penalty: 3763.305908
	Iteration 52Q: 3 clusters Score -232760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -232760.859375 Penalty: 3763.305908
	Iteration 53Q: 3 clusters Score -232760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -232760.859375 Penalty: 3763.305908
	Iteration 54F: 3 clusters Score -232760.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (3988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Entering Unmasked Estep 
Score: -474799.781250 Penalty: 2056.179199
	Iteration 0F: 2 clusters Score -474799.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -470959.531250 Penalty: 4112.358398
	Iteration 0F: 3 clusters Score -470959.5 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -472028.562500 Penalty: 4112.358398
	Iteration 1F: 3 clusters Score -472028.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -472404.625000 Penalty: 4112.358398
	Iteration 2F: 3 clusters Score -472404.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -472699.781250 Penalty: 4112.358398
	Iteration 3F: 3 clusters Score -472699.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -472947.781250 Penalty: 4112.358398
	Iteration 4F: 3 clusters Score -472947.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -473116.906250 Penalty: 4112.358398
	Iteration 5Q: 3 clusters Score -473116.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -473221.906250 Penalty: 4112.358398
	Iteration 6Q: 3 clusters Score -473221.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -473296.593750 Penalty: 4112.358398
	Iteration 7Q: 3 clusters Score -473296.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -473335.531250 Penalty: 4112.358398
	Iteration 8Q: 3 clusters Score -473335.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -473374.875000 Penalty: 4112.358398
	Iteration 9Q: 3 clusters Score -473374.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -473403.687500 Penalty: 4112.358398
	Iteration 10Q: 3 clusters Score -473403.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -473421.906250 Penalty: 4112.358398
	Iteration 11Q: 3 clusters Score -473421.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -473433.406250 Penalty: 4112.358398
	Iteration 12Q: 3 clusters Score -473433.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -473442.000000 Penalty: 4112.358398
	Iteration 13Q: 3 clusters Score -473442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -473447.593750 Penalty: 4112.358398
	Iteration 14Q: 3 clusters Score -473447.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -473451.156250 Penalty: 4112.358398
	Iteration 15Q: 3 clusters Score -473451.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -473457.812500 Penalty: 4112.358398
	Iteration 16Q: 3 clusters Score -473457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -473462.062500 Penalty: 4112.358398
	Iteration 17Q: 3 clusters Score -473462.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -473465.781250 Penalty: 4112.358398
	Iteration 18Q: 3 clusters Score -473465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -473467.218750 Penalty: 4112.358398
	Iteration 19Q: 3 clusters Score -473467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -473469.156250 Penalty: 4112.358398
	Iteration 20F: 3 clusters Score -473469.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -473473.937500 Penalty: 4112.358398
	Iteration 21Q: 3 clusters Score -473473.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -473474.468750 Penalty: 4112.358398
	Iteration 22Q: 3 clusters Score -473474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -473475.812500 Penalty: 4112.358398
	Iteration 23Q: 3 clusters Score -473475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -473478.187500 Penalty: 4112.358398
	Iteration 24Q: 3 clusters Score -473478.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -473480.531250 Penalty: 4112.358398
	Iteration 25Q: 3 clusters Score -473480.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -473486.437500 Penalty: 4112.358398
	Iteration 26Q: 3 clusters Score -473486.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -473492.718750 Penalty: 4112.358398
	Iteration 27Q: 3 clusters Score -473492.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -473500.218750 Penalty: 4112.358398
	Iteration 28Q: 3 clusters Score -473500.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -473514.312500 Penalty: 4112.358398
	Iteration 29Q: 3 clusters Score -473514.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -473524.406250 Penalty: 4112.358398
	Iteration 30Q: 3 clusters Score -473524.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -473532.000000 Penalty: 4112.358398
	Iteration 31Q: 3 clusters Score -473532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -473537.093750 Penalty: 4112.358398
	Iteration 32Q: 3 clusters Score -473537.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -473539.968750 Penalty: 4112.358398
	Iteration 33Q: 3 clusters Score -473540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -473540.031250 Penalty: 4112.358398
	Iteration 34Q: 3 clusters Score -473540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -473540.187500 Penalty: 4112.358398
	Iteration 35Q: 3 clusters Score -473540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -473541.000000 Penalty: 4112.358398
	Iteration 36Q: 3 clusters Score -473541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -473541.000000 Penalty: 4112.358398
	Iteration 37F: 3 clusters Score -473541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (10652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Entering Unmasked Estep 
Score: -1293410.875000 Penalty: 2299.828857
	Iteration 0F: 2 clusters Score -1293411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1285301.125000 Penalty: 4599.657715
	Iteration 0F: 3 clusters Score -1285301 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1287815.375000 Penalty: 4599.657715
	Iteration 1F: 3 clusters Score -1287815 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1288299.625000 Penalty: 4599.657715
	Iteration 2F: 3 clusters Score -1288300 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1288748.250000 Penalty: 4599.657715
	Iteration 3F: 3 clusters Score -1288748 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1289188.125000 Penalty: 4599.657715
	Iteration 4F: 3 clusters Score -1289188 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1289520.000000 Penalty: 4599.657715
	Iteration 5F: 3 clusters Score -1289520 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1289765.000000 Penalty: 4599.657715
	Iteration 6Q: 3 clusters Score -1289765 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1289964.125000 Penalty: 4599.657715
	Iteration 7Q: 3 clusters Score -1289964 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1290120.250000 Penalty: 4599.657715
	Iteration 8Q: 3 clusters Score -1290120 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1290255.000000 Penalty: 4599.657715
	Iteration 9Q: 3 clusters Score -1290255 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1290376.625000 Penalty: 4599.657715
	Iteration 10Q: 3 clusters Score -1290377 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1290494.875000 Penalty: 4599.657715
	Iteration 11Q: 3 clusters Score -1290495 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1290615.125000 Penalty: 4599.657715
	Iteration 12Q: 3 clusters Score -1290615 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1290730.125000 Penalty: 4599.657715
	Iteration 13Q: 3 clusters Score -1290730 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1290834.375000 Penalty: 4599.657715
	Iteration 14Q: 3 clusters Score -1290834 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1290930.250000 Penalty: 4599.657715
	Iteration 15Q: 3 clusters Score -1290930 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1291015.750000 Penalty: 4599.657715
	Iteration 16Q: 3 clusters Score -1291016 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1291088.000000 Penalty: 4599.657715
	Iteration 17Q: 3 clusters Score -1291088 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1291140.250000 Penalty: 4599.657715
	Iteration 18Q: 3 clusters Score -1291140 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1291197.375000 Penalty: 4599.657715
	Iteration 19Q: 3 clusters Score -1291197 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1291244.750000 Penalty: 4599.657715
	Iteration 20F: 3 clusters Score -1291245 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1291286.000000 Penalty: 4599.657715
	Iteration 21Q: 3 clusters Score -1291286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1291324.000000 Penalty: 4599.657715
	Iteration 22Q: 3 clusters Score -1291324 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1291351.375000 Penalty: 4599.657715
	Iteration 23Q: 3 clusters Score -1291351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1291369.125000 Penalty: 4599.657715
	Iteration 24Q: 3 clusters Score -1291369 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1291397.375000 Penalty: 4599.657715
	Iteration 25Q: 3 clusters Score -1291397 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1291416.000000 Penalty: 4599.657715
	Iteration 26Q: 3 clusters Score -1291416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1291436.500000 Penalty: 4599.657715
	Iteration 27Q: 3 clusters Score -1291436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1291445.250000 Penalty: 4599.657715
	Iteration 28Q: 3 clusters Score -1291445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1291461.750000 Penalty: 4599.657715
	Iteration 29Q: 3 clusters Score -1291462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1291477.875000 Penalty: 4599.657715
	Iteration 30Q: 3 clusters Score -1291478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1291488.875000 Penalty: 4599.657715
	Iteration 31Q: 3 clusters Score -1291489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1291498.250000 Penalty: 4599.657715
	Iteration 32Q: 3 clusters Score -1291498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1291509.000000 Penalty: 4599.657715
	Iteration 33Q: 3 clusters Score -1291509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1291519.500000 Penalty: 4599.657715
	Iteration 34Q: 3 clusters Score -1291520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1291525.000000 Penalty: 4599.657715
	Iteration 35Q: 3 clusters Score -1291525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1291530.750000 Penalty: 4599.657715
	Iteration 36Q: 3 clusters Score -1291531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1291532.125000 Penalty: 4599.657715
	Iteration 37Q: 3 clusters Score -1291532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1291534.375000 Penalty: 4599.657715
	Iteration 38Q: 3 clusters Score -1291534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1291538.375000 Penalty: 4599.657715
	Iteration 39Q: 3 clusters Score -1291538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1291538.875000 Penalty: 4599.657715
	Iteration 40F: 3 clusters Score -1291539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1291537.125000 Penalty: 4599.657715
	Iteration 41Q: 3 clusters Score -1291537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1291540.750000 Penalty: 4599.657715
	Iteration 42Q: 3 clusters Score -1291541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1291539.125000 Penalty: 4599.657715
	Iteration 43Q: 3 clusters Score -1291539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1291543.000000 Penalty: 4599.657715
	Iteration 44Q: 3 clusters Score -1291543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1291540.500000 Penalty: 4599.657715
	Iteration 45Q: 3 clusters Score -1291540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1291539.625000 Penalty: 4599.657715
	Iteration 46Q: 3 clusters Score -1291540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1291539.625000 Penalty: 4599.657715
	Iteration 47F: 3 clusters Score -1291540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Entering Unmasked Estep 
Score: -630534.312500 Penalty: 2124.127441
	Iteration 0F: 2 clusters Score -630534.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -625836.375000 Penalty: 4248.254883
	Iteration 0F: 3 clusters Score -625836.4 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -627009.687500 Penalty: 4248.254883
	Iteration 1F: 3 clusters Score -627009.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -627298.312500 Penalty: 4248.254883
	Iteration 2F: 3 clusters Score -627298.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -627506.875000 Penalty: 4248.254883
	Iteration 3F: 3 clusters Score -627506.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -627710.062500 Penalty: 4248.254883
	Iteration 4F: 3 clusters Score -627710.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -627866.625000 Penalty: 4248.254883
	Iteration 5Q: 3 clusters Score -627866.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -627996.562500 Penalty: 4248.254883
	Iteration 6Q: 3 clusters Score -627996.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -628111.562500 Penalty: 4248.254883
	Iteration 7Q: 3 clusters Score -628111.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -628214.000000 Penalty: 4248.254883
	Iteration 8Q: 3 clusters Score -628214 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -628300.500000 Penalty: 4248.254883
	Iteration 9Q: 3 clusters Score -628300.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -628377.812500 Penalty: 4248.254883
	Iteration 10Q: 3 clusters Score -628377.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -628431.125000 Penalty: 4248.254883
	Iteration 11Q: 3 clusters Score -628431.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -628462.750000 Penalty: 4248.254883
	Iteration 12Q: 3 clusters Score -628462.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -628486.062500 Penalty: 4248.254883
	Iteration 13Q: 3 clusters Score -628486.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -628506.937500 Penalty: 4248.254883
	Iteration 14Q: 3 clusters Score -628506.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -628526.937500 Penalty: 4248.254883
	Iteration 15Q: 3 clusters Score -628526.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -628546.000000 Penalty: 4248.254883
	Iteration 16Q: 3 clusters Score -628546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -628561.687500 Penalty: 4248.254883
	Iteration 17Q: 3 clusters Score -628561.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -628573.312500 Penalty: 4248.254883
	Iteration 18Q: 3 clusters Score -628573.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -628585.125000 Penalty: 4248.254883
	Iteration 19Q: 3 clusters Score -628585.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -628595.687500 Penalty: 4248.254883
	Iteration 20F: 3 clusters Score -628595.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -628607.500000 Penalty: 4248.254883
	Iteration 21Q: 3 clusters Score -628607.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -628615.500000 Penalty: 4248.254883
	Iteration 22Q: 3 clusters Score -628615.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -628623.250000 Penalty: 4248.254883
	Iteration 23Q: 3 clusters Score -628623.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -628627.062500 Penalty: 4248.254883
	Iteration 24Q: 3 clusters Score -628627.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -628631.250000 Penalty: 4248.254883
	Iteration 25Q: 3 clusters Score -628631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -628634.312500 Penalty: 4248.254883
	Iteration 26Q: 3 clusters Score -628634.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -628638.562500 Penalty: 4248.254883
	Iteration 27Q: 3 clusters Score -628638.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -628640.750000 Penalty: 4248.254883
	Iteration 28Q: 3 clusters Score -628640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -628640.750000 Penalty: 4248.254883
	Iteration 29F: 3 clusters Score -628640.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (21104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Entering Unmasked Estep 
Score: -2628745.000000 Penalty: 2469.390137
	Iteration 0F: 2 clusters Score -2628745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2614019.500000 Penalty: 4938.780273
	Iteration 0F: 3 clusters Score -2614020 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2618833.750000 Penalty: 4938.780273
	Iteration 1F: 3 clusters Score -2618834 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2619205.750000 Penalty: 4938.780273
	Iteration 2Q: 3 clusters Score -2619206 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2619483.500000 Penalty: 4938.780273
	Iteration 3Q: 3 clusters Score -2619484 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2619755.250000 Penalty: 4938.780273
	Iteration 4Q: 3 clusters Score -2619755 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2620004.000000 Penalty: 4938.780273
	Iteration 5Q: 3 clusters Score -2620004 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2620291.750000 Penalty: 4938.780273
	Iteration 6Q: 3 clusters Score -2620292 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2620629.250000 Penalty: 4938.780273
	Iteration 7Q: 3 clusters Score -2620629 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2621061.750000 Penalty: 4938.780273
	Iteration 8Q: 3 clusters Score -2621062 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2621602.250000 Penalty: 4938.780273
	Iteration 9Q: 3 clusters Score -2621602 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2622268.250000 Penalty: 4938.780273
	Iteration 10F: 3 clusters Score -2622268 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2623032.250000 Penalty: 4938.780273
	Iteration 11F: 3 clusters Score -2623032 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2623865.750000 Penalty: 4938.780273
	Iteration 12F: 3 clusters Score -2623866 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2624688.000000 Penalty: 4938.780273
	Iteration 13Q: 3 clusters Score -2624688 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2625348.500000 Penalty: 4938.780273
	Iteration 14Q: 3 clusters Score -2625348 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2625801.000000 Penalty: 4938.780273
	Iteration 15Q: 3 clusters Score -2625801 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2626077.000000 Penalty: 4938.780273
	Iteration 16Q: 3 clusters Score -2626077 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2626225.500000 Penalty: 4938.780273
	Iteration 17Q: 3 clusters Score -2626226 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2626349.750000 Penalty: 4938.780273
	Iteration 18Q: 3 clusters Score -2626350 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2626461.500000 Penalty: 4938.780273
	Iteration 19Q: 3 clusters Score -2626462 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2626516.500000 Penalty: 4938.780273
	Iteration 20F: 3 clusters Score -2626516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2626557.500000 Penalty: 4938.780273
	Iteration 21Q: 3 clusters Score -2626558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2626579.250000 Penalty: 4938.780273
	Iteration 22Q: 3 clusters Score -2626579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2626597.750000 Penalty: 4938.780273
	Iteration 23Q: 3 clusters Score -2626598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2626600.500000 Penalty: 4938.780273
	Iteration 24Q: 3 clusters Score -2626600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2626604.750000 Penalty: 4938.780273
	Iteration 25Q: 3 clusters Score -2626605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2626604.750000 Penalty: 4938.780273
	Iteration 26F: 3 clusters Score -2626605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (33146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Entering Unmasked Estep 
Score: -3960035.500000 Penalty: 2581.351807
	Iteration 0F: 2 clusters Score -3960036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -3937319.000000 Penalty: 5162.703613
	Iteration 0F: 3 clusters Score -3937319 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3945425.500000 Penalty: 5162.703613
	Iteration 1F: 3 clusters Score -3945426 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3945954.500000 Penalty: 5162.703613
	Iteration 2Q: 3 clusters Score -3945954 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -3946528.500000 Penalty: 5162.703613
	Iteration 3Q: 3 clusters Score -3946528 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3947125.500000 Penalty: 5162.703613
	Iteration 4Q: 3 clusters Score -3947126 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3947777.250000 Penalty: 5162.703613
	Iteration 5Q: 3 clusters Score -3947777 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -3948495.750000 Penalty: 5162.703613
	Iteration 6Q: 3 clusters Score -3948496 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3949292.250000 Penalty: 5162.703613
	Iteration 7Q: 3 clusters Score -3949292 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3950230.750000 Penalty: 5162.703613
	Iteration 8Q: 3 clusters Score -3950231 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3951423.250000 Penalty: 5162.703613
	Iteration 9F: 3 clusters Score -3951423 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3952712.750000 Penalty: 5162.703613
	Iteration 10F: 3 clusters Score -3952713 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -3953974.500000 Penalty: 5162.703613
	Iteration 11Q: 3 clusters Score -3953974 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3954869.000000 Penalty: 5162.703613
	Iteration 12Q: 3 clusters Score -3954869 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3955432.500000 Penalty: 5162.703613
	Iteration 13Q: 3 clusters Score -3955432 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -3955823.250000 Penalty: 5162.703613
	Iteration 14Q: 3 clusters Score -3955823 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3956180.500000 Penalty: 5162.703613
	Iteration 15Q: 3 clusters Score -3956180 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3956501.250000 Penalty: 5162.703613
	Iteration 16Q: 3 clusters Score -3956501 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3956801.500000 Penalty: 5162.703613
	Iteration 17Q: 3 clusters Score -3956802 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3957062.750000 Penalty: 5162.703613
	Iteration 18Q: 3 clusters Score -3957063 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3957290.250000 Penalty: 5162.703613
	Iteration 19Q: 3 clusters Score -3957290 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3957461.500000 Penalty: 5162.703613
	Iteration 20F: 3 clusters Score -3957462 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -3957597.500000 Penalty: 5162.703613
	Iteration 21Q: 3 clusters Score -3957598 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3957691.000000 Penalty: 5162.703613
	Iteration 22Q: 3 clusters Score -3957691 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3957737.500000 Penalty: 5162.703613
	Iteration 23Q: 3 clusters Score -3957738 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3957830.250000 Penalty: 5162.703613
	Iteration 24Q: 3 clusters Score -3957830 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3957896.250000 Penalty: 5162.703613
	Iteration 25Q: 3 clusters Score -3957896 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3957955.750000 Penalty: 5162.703613
	Iteration 26Q: 3 clusters Score -3957956 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3958014.250000 Penalty: 5162.703613
	Iteration 27Q: 3 clusters Score -3958014 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3958072.750000 Penalty: 5162.703613
	Iteration 28Q: 3 clusters Score -3958073 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3958143.250000 Penalty: 5162.703613
	Iteration 29Q: 3 clusters Score -3958143 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3958180.750000 Penalty: 5162.703613
	Iteration 30Q: 3 clusters Score -3958181 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3958237.750000 Penalty: 5162.703613
	Iteration 31Q: 3 clusters Score -3958238 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3958277.000000 Penalty: 5162.703613
	Iteration 32Q: 3 clusters Score -3958277 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -3958312.000000 Penalty: 5162.703613
	Iteration 33Q: 3 clusters Score -3958312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3958348.500000 Penalty: 5162.703613
	Iteration 34Q: 3 clusters Score -3958348 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3958367.250000 Penalty: 5162.703613
	Iteration 35Q: 3 clusters Score -3958367 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3958396.500000 Penalty: 5162.703613
	Iteration 36Q: 3 clusters Score -3958396 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3958406.250000 Penalty: 5162.703613
	Iteration 37Q: 3 clusters Score -3958406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -3958429.500000 Penalty: 5162.703613
	Iteration 38Q: 3 clusters Score -3958430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3958448.750000 Penalty: 5162.703613
	Iteration 39Q: 3 clusters Score -3958449 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3958453.250000 Penalty: 5162.703613
	Iteration 40F: 3 clusters Score -3958453 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -3958456.750000 Penalty: 5162.703613
	Iteration 41Q: 3 clusters Score -3958457 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3958476.000000 Penalty: 5162.703613
	Iteration 42Q: 3 clusters Score -3958476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3958485.500000 Penalty: 5162.703613
	Iteration 43Q: 3 clusters Score -3958486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -3958490.750000 Penalty: 5162.703613
	Iteration 44Q: 3 clusters Score -3958491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -3958497.000000 Penalty: 5162.703613
	Iteration 45Q: 3 clusters Score -3958497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3958492.000000 Penalty: 5162.703613
	Iteration 46Q: 3 clusters Score -3958492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -3958493.250000 Penalty: 5162.703613
	Iteration 47Q: 3 clusters Score -3958493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -3958509.750000 Penalty: 5162.703613
	Iteration 48Q: 3 clusters Score -3958510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -3958512.500000 Penalty: 5162.703613
	Iteration 49Q: 3 clusters Score -3958512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -3958514.250000 Penalty: 5162.703613
	Iteration 50Q: 3 clusters Score -3958514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -3958514.250000 Penalty: 5162.703613
	Iteration 51Q: 3 clusters Score -3958514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3958511.750000 Penalty: 5162.703613
	Iteration 52Q: 3 clusters Score -3958512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -3958507.000000 Penalty: 5162.703613
	Iteration 53Q: 3 clusters Score -3958507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3958510.500000 Penalty: 5162.703613
	Iteration 54Q: 3 clusters Score -3958510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3958508.750000 Penalty: 5162.703613
	Iteration 55Q: 3 clusters Score -3958509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3958512.250000 Penalty: 5162.703613
	Iteration 56Q: 3 clusters Score -3958512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -3958509.750000 Penalty: 5162.703613
	Iteration 57Q: 3 clusters Score -3958510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3958519.250000 Penalty: 5162.703613
	Iteration 58Q: 3 clusters Score -3958519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3958518.500000 Penalty: 5162.703613
	Iteration 59Q: 3 clusters Score -3958518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -3958520.250000 Penalty: 5162.703613
	Iteration 60F: 3 clusters Score -3958520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3958518.750000 Penalty: 5162.703613
	Iteration 61Q: 3 clusters Score -3958519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3958521.000000 Penalty: 5162.703613
	Iteration 62Q: 3 clusters Score -3958521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -3958518.500000 Penalty: 5162.703613
	Iteration 63Q: 3 clusters Score -3958518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -3958516.500000 Penalty: 5162.703613
	Iteration 64Q: 3 clusters Score -3958516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3958520.000000 Penalty: 5162.703613
	Iteration 65Q: 3 clusters Score -3958520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -3958520.500000 Penalty: 5162.703613
	Iteration 66Q: 3 clusters Score -3958520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -3958525.500000 Penalty: 5162.703613
	Iteration 67Q: 3 clusters Score -3958526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3958524.500000 Penalty: 5162.703613
	Iteration 68Q: 3 clusters Score -3958524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3958527.250000 Penalty: 5162.703613
	Iteration 69Q: 3 clusters Score -3958527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3958535.000000 Penalty: 5162.703613
	Iteration 70Q: 3 clusters Score -3958535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3958525.500000 Penalty: 5162.703613
	Iteration 71Q: 3 clusters Score -3958526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3958523.250000 Penalty: 5162.703613
	Iteration 72Q: 3 clusters Score -3958523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -3958526.000000 Penalty: 5162.703613
	Iteration 73Q: 3 clusters Score -3958526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3958527.750000 Penalty: 5162.703613
	Iteration 74Q: 3 clusters Score -3958528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -3958528.000000 Penalty: 5162.703613
	Iteration 75Q: 3 clusters Score -3958528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -3958528.750000 Penalty: 5162.703613
	Iteration 76Q: 3 clusters Score -3958529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3958523.250000 Penalty: 5162.703613
	Iteration 77Q: 3 clusters Score -3958523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3958520.500000 Penalty: 5162.703613
	Iteration 78Q: 3 clusters Score -3958520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3958523.000000 Penalty: 5162.703613
	Iteration 79Q: 3 clusters Score -3958523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -3958530.000000 Penalty: 5162.703613
	Iteration 80F: 3 clusters Score -3958530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3958536.750000 Penalty: 5162.703613
	Iteration 81Q: 3 clusters Score -3958537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3958533.000000 Penalty: 5162.703613
	Iteration 82Q: 3 clusters Score -3958533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3958530.750000 Penalty: 5162.703613
	Iteration 83Q: 3 clusters Score -3958531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -3958538.500000 Penalty: 5162.703613
	Iteration 84Q: 3 clusters Score -3958538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3958540.750000 Penalty: 5162.703613
	Iteration 85Q: 3 clusters Score -3958541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3958543.000000 Penalty: 5162.703613
	Iteration 86Q: 3 clusters Score -3958543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3958538.250000 Penalty: 5162.703613
	Iteration 87Q: 3 clusters Score -3958538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3958539.250000 Penalty: 5162.703613
	Iteration 88Q: 3 clusters Score -3958539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3958535.750000 Penalty: 5162.703613
	Iteration 89Q: 3 clusters Score -3958536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3958535.750000 Penalty: 5162.703613
	Iteration 90Q: 3 clusters Score -3958536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3958536.750000 Penalty: 5162.703613
	Iteration 91Q: 3 clusters Score -3958537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3958536.750000 Penalty: 5162.703613
	Iteration 92F: 3 clusters Score -3958537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -367338.875000 Penalty: 1920.545898
	Iteration 0F: 2 clusters Score -367338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -364505.937500 Penalty: 3841.091797
	Iteration 0F: 3 clusters Score -364505.9 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -365048.406250 Penalty: 3841.091797
	Iteration 1F: 3 clusters Score -365048.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -365298.843750 Penalty: 3841.091797
	Iteration 2F: 3 clusters Score -365298.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -365441.656250 Penalty: 3841.091797
	Iteration 3F: 3 clusters Score -365441.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -365553.531250 Penalty: 3841.091797
	Iteration 4Q: 3 clusters Score -365553.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -365645.500000 Penalty: 3841.091797
	Iteration 5Q: 3 clusters Score -365645.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -365738.812500 Penalty: 3841.091797
	Iteration 6Q: 3 clusters Score -365738.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -365817.281250 Penalty: 3841.091797
	Iteration 7Q: 3 clusters Score -365817.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -365879.906250 Penalty: 3841.091797
	Iteration 8Q: 3 clusters Score -365879.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -365939.843750 Penalty: 3841.091797
	Iteration 9Q: 3 clusters Score -365939.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -365987.343750 Penalty: 3841.091797
	Iteration 10Q: 3 clusters Score -365987.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -366031.937500 Penalty: 3841.091797
	Iteration 11Q: 3 clusters Score -366031.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -366082.781250 Penalty: 3841.091797
	Iteration 12Q: 3 clusters Score -366082.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -366129.750000 Penalty: 3841.091797
	Iteration 13Q: 3 clusters Score -366129.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -366166.843750 Penalty: 3841.091797
	Iteration 14Q: 3 clusters Score -366166.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -366193.656250 Penalty: 3841.091797
	Iteration 15Q: 3 clusters Score -366193.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -366219.406250 Penalty: 3841.091797
	Iteration 16Q: 3 clusters Score -366219.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -366247.125000 Penalty: 3841.091797
	Iteration 17Q: 3 clusters Score -366247.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -366275.406250 Penalty: 3841.091797
	Iteration 18Q: 3 clusters Score -366275.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -366323.562500 Penalty: 3841.091797
	Iteration 19Q: 3 clusters Score -366323.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -366363.375000 Penalty: 3841.091797
	Iteration 20F: 3 clusters Score -366363.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -366408.218750 Penalty: 3841.091797
	Iteration 21Q: 3 clusters Score -366408.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -366440.468750 Penalty: 3841.091797
	Iteration 22Q: 3 clusters Score -366440.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -366471.687500 Penalty: 3841.091797
	Iteration 23Q: 3 clusters Score -366471.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -366497.312500 Penalty: 3841.091797
	Iteration 24Q: 3 clusters Score -366497.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -366523.812500 Penalty: 3841.091797
	Iteration 25Q: 3 clusters Score -366523.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -366571.468750 Penalty: 3841.091797
	Iteration 26Q: 3 clusters Score -366571.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -366608.875000 Penalty: 3841.091797
	Iteration 27Q: 3 clusters Score -366608.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -366635.125000 Penalty: 3841.091797
	Iteration 28Q: 3 clusters Score -366635.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -366657.968750 Penalty: 3841.091797
	Iteration 29Q: 3 clusters Score -366658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -366669.968750 Penalty: 3841.091797
	Iteration 30Q: 3 clusters Score -366670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -366675.468750 Penalty: 3841.091797
	Iteration 31Q: 3 clusters Score -366675.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -366683.000000 Penalty: 3841.091797
	Iteration 32Q: 3 clusters Score -366683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -366687.625000 Penalty: 3841.091797
	Iteration 33Q: 3 clusters Score -366687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -366691.062500 Penalty: 3841.091797
	Iteration 34Q: 3 clusters Score -366691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -366693.343750 Penalty: 3841.091797
	Iteration 35Q: 3 clusters Score -366693.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -366695.250000 Penalty: 3841.091797
	Iteration 36Q: 3 clusters Score -366695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -366696.718750 Penalty: 3841.091797
	Iteration 37Q: 3 clusters Score -366696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -366699.031250 Penalty: 3841.091797
	Iteration 38Q: 3 clusters Score -366699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -366699.656250 Penalty: 3841.091797
	Iteration 39Q: 3 clusters Score -366699.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -366700.625000 Penalty: 3841.091797
	Iteration 40F: 3 clusters Score -366700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -366702.781250 Penalty: 3841.091797
	Iteration 41Q: 3 clusters Score -366702.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -366702.781250 Penalty: 3841.091797
	Iteration 42F: 3 clusters Score -366702.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -221597.625000 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -221597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -219089.906250 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -219089.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -219504.828125 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -219504.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -219612.734375 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -219612.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -219664.937500 Penalty: 3737.242432
	Iteration 3Q: 3 clusters Score -219664.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -219692.218750 Penalty: 3737.242432
	Iteration 4Q: 3 clusters Score -219692.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -219709.828125 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -219709.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -219720.781250 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -219720.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -219729.828125 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -219729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -219736.843750 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -219736.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -219742.390625 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -219742.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -219748.765625 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -219748.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -219757.203125 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -219757.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -219768.250000 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -219768.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -219781.453125 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -219781.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -219793.640625 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -219793.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219800.015625 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -219800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -219804.500000 Penalty: 3737.242432
	Iteration 16Q: 3 clusters Score -219804.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -219808.140625 Penalty: 3737.242432
	Iteration 17Q: 3 clusters Score -219808.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -219812.281250 Penalty: 3737.242432
	Iteration 18Q: 3 clusters Score -219812.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -219820.593750 Penalty: 3737.242432
	Iteration 19Q: 3 clusters Score -219820.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -219826.546875 Penalty: 3737.242432
	Iteration 20F: 3 clusters Score -219826.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -219828.984375 Penalty: 3737.242432
	Iteration 21Q: 3 clusters Score -219829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -219830.171875 Penalty: 3737.242432
	Iteration 22Q: 3 clusters Score -219830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -219830.812500 Penalty: 3737.242432
	Iteration 23Q: 3 clusters Score -219830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -219832.031250 Penalty: 3737.242432
	Iteration 24Q: 3 clusters Score -219832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -219835.171875 Penalty: 3737.242432
	Iteration 25Q: 3 clusters Score -219835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -219836.156250 Penalty: 3737.242432
	Iteration 26Q: 3 clusters Score -219836.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -219837.500000 Penalty: 3737.242432
	Iteration 27Q: 3 clusters Score -219837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -219837.921875 Penalty: 3737.242432
	Iteration 28Q: 3 clusters Score -219837.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -219838.296875 Penalty: 3737.242432
	Iteration 29Q: 3 clusters Score -219838.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -219838.296875 Penalty: 3737.242432
	Iteration 30F: 3 clusters Score -219838.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44633 members 
Mstep: Class 4 contains 22600 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136516 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8633 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15843 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5388 members 
Mstep: Class 18 contains 14864 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94200 members 
Mstep: Class 23 contains 16833 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7687 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 10640 members 
Mstep: Class 29 contains 23626 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5621 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17954 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69829 members 
Mstep: Class 41 contains 5928 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16747 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1450 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91383 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228886 members 
Mstep: Class 58 contains 2063 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 6011 members 
Mstep: Class 61 contains 9729 members 
Mstep: Class 62 contains 1361 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 7214 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6355 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3792 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3988 members 
Mstep: Class 76 contains 10652 members 
Mstep: Class 78 contains 5245 members 
Mstep: Class 79 contains 21104 members 
Mstep: Class 80 contains 33146 members 
Mstep: Class 81 contains 2308 members 
Mstep: Class 82 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154541440.000000 Penalty: 289986.375000
Iteration 199Q: 84 clusters Score -1.545414e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44726 members 
Mstep: Class 4 contains 22604 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2595 members 
Mstep: Class 7 contains 32469 members 
Mstep: Class 8 contains 136515 members 
Mstep: Class 9 contains 598 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8633 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15841 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5387 members 
Mstep: Class 18 contains 14861 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4260 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94200 members 
Mstep: Class 23 contains 16833 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7541 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 10598 members 
Mstep: Class 29 contains 23626 members 
Mstep: Class 30 contains 39200 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5627 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17955 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69858 members 
Mstep: Class 41 contains 5930 members 
Mstep: Class 42 contains 393 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16747 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1471 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2208 members 
Mstep: Class 54 contains 91383 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228885 members 
Mstep: Class 58 contains 2065 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 6011 members 
Mstep: Class 61 contains 9849 members 
Mstep: Class 62 contains 1531 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2838 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 7138 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 398 members 
Mstep: Class 71 contains 6437 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3784 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3956 members 
Mstep: Class 76 contains 10652 members 
Mstep: Class 77 contains 6357 members 
Mstep: Class 78 contains 5240 members 
Mstep: Class 79 contains 21105 members 
Mstep: Class 80 contains 33149 members 
Mstep: Class 81 contains 2303 members 
Mstep: Class 82 contains 1876 members 
Mstep: Class 83 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154542336.000000 Penalty: 289986.375000
Iteration 200F: 84 clusters Score -1.545423e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44698 members 
Mstep: Class 4 contains 22602 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 32470 members 
Mstep: Class 8 contains 136518 members 
Mstep: Class 9 contains 589 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15843 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5386 members 
Mstep: Class 18 contains 14865 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94205 members 
Mstep: Class 23 contains 16833 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 7423 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 10546 members 
Mstep: Class 29 contains 23626 members 
Mstep: Class 30 contains 39199 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5641 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17954 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69777 members 
Mstep: Class 41 contains 5926 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 19403 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4286 members 
Mstep: Class 46 contains 497 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16737 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1475 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2207 members 
Mstep: Class 54 contains 91384 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228882 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 6011 members 
Mstep: Class 61 contains 9884 members 
Mstep: Class 62 contains 1638 members 
Mstep: Class 63 contains 692 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2837 members 
Mstep: Class 66 contains 7689 members 
Mstep: Class 67 contains 7085 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6460 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3778 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3935 members 
Mstep: Class 76 contains 10652 members 
Mstep: Class 77 contains 6555 members 
Mstep: Class 78 contains 5235 members 
Mstep: Class 79 contains 21105 members 
Mstep: Class 80 contains 33144 members 
Mstep: Class 81 contains 2306 members 
Mstep: Class 82 contains 1877 members 
Mstep: Class 83 contains 595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154542528.000000 Penalty: 289986.375000
Iteration 201Q: 84 clusters Score -1.545425e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44683 members 
Mstep: Class 4 contains 22604 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2596 members 
Mstep: Class 7 contains 32471 members 
Mstep: Class 8 contains 136515 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 11066 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15847 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5383 members 
Mstep: Class 18 contains 14861 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94202 members 
Mstep: Class 23 contains 16832 members 
Mstep: Class 24 contains 1749 members 
Mstep: Class 25 contains 92447 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 10554 members 
Mstep: Class 29 contains 23627 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5113 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 417 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5653 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17952 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69723 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 401 members 
Mstep: Class 43 contains 19403 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 496 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16737 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1484 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91383 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228885 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 6012 members 
Mstep: Class 61 contains 9921 members 
Mstep: Class 62 contains 1734 members 
Mstep: Class 63 contains 693 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7689 members 
Mstep: Class 67 contains 7031 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3626 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6466 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3780 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3920 members 
Mstep: Class 76 contains 10651 members 
Mstep: Class 77 contains 6646 members 
Mstep: Class 78 contains 5234 members 
Mstep: Class 79 contains 21105 members 
Mstep: Class 80 contains 33139 members 
Mstep: Class 81 contains 2314 members 
Mstep: Class 82 contains 1877 members 
Mstep: Class 83 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543088.000000 Penalty: 289986.375000
Iteration 202Q: 84 clusters Score -1.545431e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 44659 members 
Mstep: Class 4 contains 22603 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 32474 members 
Mstep: Class 8 contains 136513 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 11065 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15849 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5381 members 
Mstep: Class 18 contains 14857 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4261 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94194 members 
Mstep: Class 23 contains 16832 members 
Mstep: Class 24 contains 1749 members 
Mstep: Class 25 contains 92446 members 
Mstep: Class 26 contains 7216 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 10550 members 
Mstep: Class 29 contains 23627 members 
Mstep: Class 30 contains 39199 members 
Mstep: Class 31 contains 5114 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 417 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5668 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17950 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69678 members 
Mstep: Class 41 contains 5924 members 
Mstep: Class 42 contains 404 members 
Mstep: Class 43 contains 19403 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16739 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1488 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91383 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7983 members 
Mstep: Class 57 contains 228887 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8402 members 
Mstep: Class 60 contains 6013 members 
Mstep: Class 61 contains 9945 members 
Mstep: Class 62 contains 1808 members 
Mstep: Class 63 contains 694 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7692 members 
Mstep: Class 67 contains 7003 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3631 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6472 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3778 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3906 members 
Mstep: Class 76 contains 10654 members 
Mstep: Class 77 contains 6709 members 
Mstep: Class 78 contains 5231 members 
Mstep: Class 79 contains 21105 members 
Mstep: Class 80 contains 33144 members 
Mstep: Class 81 contains 2322 members 
Mstep: Class 82 contains 1877 members 
Mstep: Class 83 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543152.000000 Penalty: 289986.375000
Iteration 203Q: 84 clusters Score -1.545432e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1810 members 
Mstep: Class 3 contains 44646 members 
Mstep: Class 4 contains 22601 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 32472 members 
Mstep: Class 8 contains 136516 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 11065 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5380 members 
Mstep: Class 18 contains 14859 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4264 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94186 members 
Mstep: Class 23 contains 16832 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92443 members 
Mstep: Class 26 contains 7139 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 10542 members 
Mstep: Class 29 contains 23625 members 
Mstep: Class 30 contains 39197 members 
Mstep: Class 31 contains 5115 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 417 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5686 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 5672 members 
Mstep: Class 40 contains 69651 members 
Mstep: Class 41 contains 5924 members 
Mstep: Class 42 contains 403 members 
Mstep: Class 43 contains 19403 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16740 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1489 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91381 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7982 members 
Mstep: Class 57 contains 228889 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6014 members 
Mstep: Class 61 contains 9974 members 
Mstep: Class 62 contains 1881 members 
Mstep: Class 63 contains 694 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7695 members 
Mstep: Class 67 contains 6974 members 
Mstep: Class 68 contains 6412 members 
Mstep: Class 69 contains 3631 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6470 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3771 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3905 members 
Mstep: Class 76 contains 10654 members 
Mstep: Class 77 contains 6746 members 
Mstep: Class 78 contains 5225 members 
Mstep: Class 79 contains 21107 members 
Mstep: Class 80 contains 33150 members 
Mstep: Class 81 contains 2328 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543120.000000 Penalty: 289986.375000
Iteration 204Q: 84 clusters Score -1.545431e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1807 members 
Mstep: Class 3 contains 44637 members 
Mstep: Class 4 contains 22600 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 32475 members 
Mstep: Class 8 contains 136512 members 
Mstep: Class 9 contains 581 members 
Mstep: Class 10 contains 11065 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16230 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5379 members 
Mstep: Class 18 contains 14861 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4264 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94181 members 
Mstep: Class 23 contains 16832 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92442 members 
Mstep: Class 26 contains 7068 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 10545 members 
Mstep: Class 29 contains 23619 members 
Mstep: Class 30 contains 39197 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 417 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5695 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17948 members 
Mstep: Class 39 contains 5671 members 
Mstep: Class 40 contains 69628 members 
Mstep: Class 41 contains 5925 members 
Mstep: Class 42 contains 401 members 
Mstep: Class 43 contains 19403 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16737 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1495 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91377 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7982 members 
Mstep: Class 57 contains 228889 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6017 members 
Mstep: Class 61 contains 10003 members 
Mstep: Class 62 contains 1942 members 
Mstep: Class 63 contains 694 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7696 members 
Mstep: Class 67 contains 6955 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3631 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3765 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3898 members 
Mstep: Class 76 contains 10653 members 
Mstep: Class 77 contains 6770 members 
Mstep: Class 78 contains 5225 members 
Mstep: Class 79 contains 21108 members 
Mstep: Class 80 contains 33157 members 
Mstep: Class 81 contains 2334 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543120.000000 Penalty: 289986.375000
Iteration 205Q: 84 clusters Score -1.545431e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1805 members 
Mstep: Class 3 contains 44620 members 
Mstep: Class 4 contains 22598 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 32479 members 
Mstep: Class 8 contains 136514 members 
Mstep: Class 9 contains 576 members 
Mstep: Class 10 contains 11064 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16229 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14864 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4264 members 
Mstep: Class 21 contains 3936 members 
Mstep: Class 22 contains 94177 members 
Mstep: Class 23 contains 16832 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92438 members 
Mstep: Class 26 contains 6993 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 10545 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 39197 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 417 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5699 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17947 members 
Mstep: Class 39 contains 5671 members 
Mstep: Class 40 contains 69618 members 
Mstep: Class 41 contains 5924 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 19403 members 
Mstep: Class 44 contains 3135 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16736 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1506 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91374 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7982 members 
Mstep: Class 57 contains 228882 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6023 members 
Mstep: Class 61 contains 10025 members 
Mstep: Class 62 contains 2010 members 
Mstep: Class 63 contains 694 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7697 members 
Mstep: Class 67 contains 6943 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3629 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3755 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3894 members 
Mstep: Class 76 contains 10653 members 
Mstep: Class 77 contains 6783 members 
Mstep: Class 78 contains 5230 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33171 members 
Mstep: Class 81 contains 2339 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543264.000000 Penalty: 289986.375000
Iteration 206Q: 84 clusters Score -1.545433e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1799 members 
Mstep: Class 3 contains 44610 members 
Mstep: Class 4 contains 22595 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2608 members 
Mstep: Class 7 contains 32484 members 
Mstep: Class 8 contains 136519 members 
Mstep: Class 9 contains 570 members 
Mstep: Class 10 contains 11064 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16227 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14860 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4264 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94178 members 
Mstep: Class 23 contains 16831 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92429 members 
Mstep: Class 26 contains 6925 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 10545 members 
Mstep: Class 29 contains 23612 members 
Mstep: Class 30 contains 39197 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 417 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5708 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 5671 members 
Mstep: Class 40 contains 69594 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 19403 members 
Mstep: Class 44 contains 3136 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16737 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1513 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91371 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7982 members 
Mstep: Class 57 contains 228871 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6030 members 
Mstep: Class 61 contains 10037 members 
Mstep: Class 62 contains 2076 members 
Mstep: Class 63 contains 694 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7697 members 
Mstep: Class 67 contains 6936 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3630 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6478 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3747 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3892 members 
Mstep: Class 76 contains 10652 members 
Mstep: Class 77 contains 6792 members 
Mstep: Class 78 contains 5236 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33197 members 
Mstep: Class 81 contains 2344 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543504.000000 Penalty: 289986.375000
Iteration 207Q: 84 clusters Score -1.545435e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1795 members 
Mstep: Class 3 contains 44597 members 
Mstep: Class 4 contains 22598 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 32487 members 
Mstep: Class 8 contains 136520 members 
Mstep: Class 9 contains 567 members 
Mstep: Class 10 contains 11064 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16225 members 
Mstep: Class 13 contains 15850 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14862 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94175 members 
Mstep: Class 23 contains 16830 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92425 members 
Mstep: Class 26 contains 6870 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 10543 members 
Mstep: Class 29 contains 23609 members 
Mstep: Class 30 contains 39197 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 417 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5715 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 5670 members 
Mstep: Class 40 contains 69576 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 399 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16738 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1515 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91370 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7982 members 
Mstep: Class 57 contains 228864 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 10046 members 
Mstep: Class 62 contains 2126 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7699 members 
Mstep: Class 67 contains 6930 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3632 members 
Mstep: Class 70 contains 398 members 
Mstep: Class 71 contains 6481 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3742 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3889 members 
Mstep: Class 76 contains 10652 members 
Mstep: Class 77 contains 6799 members 
Mstep: Class 78 contains 5239 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33217 members 
Mstep: Class 81 contains 2349 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543632.000000 Penalty: 289986.375000
Iteration 208Q: 84 clusters Score -1.545436e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1793 members 
Mstep: Class 3 contains 44590 members 
Mstep: Class 4 contains 22599 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 32488 members 
Mstep: Class 8 contains 136523 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16223 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14860 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94171 members 
Mstep: Class 23 contains 16831 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92422 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10539 members 
Mstep: Class 29 contains 23606 members 
Mstep: Class 30 contains 39197 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 417 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5732 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17936 members 
Mstep: Class 39 contains 5669 members 
Mstep: Class 40 contains 69562 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 401 members 
Mstep: Class 43 contains 19402 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16736 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1517 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91366 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7982 members 
Mstep: Class 57 contains 228854 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6042 members 
Mstep: Class 61 contains 10052 members 
Mstep: Class 62 contains 2166 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 6924 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3632 members 
Mstep: Class 70 contains 398 members 
Mstep: Class 71 contains 6478 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3740 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3887 members 
Mstep: Class 76 contains 10653 members 
Mstep: Class 77 contains 6807 members 
Mstep: Class 78 contains 5241 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33246 members 
Mstep: Class 81 contains 2346 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543600.000000 Penalty: 289986.375000
Iteration 209Q: 84 clusters Score -1.545436e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1792 members 
Mstep: Class 3 contains 44580 members 
Mstep: Class 4 contains 22601 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 32497 members 
Mstep: Class 8 contains 136519 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 11062 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16216 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14862 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94169 members 
Mstep: Class 23 contains 16832 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92417 members 
Mstep: Class 26 contains 6773 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10536 members 
Mstep: Class 29 contains 23597 members 
Mstep: Class 30 contains 39197 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 417 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5748 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17933 members 
Mstep: Class 39 contains 5669 members 
Mstep: Class 40 contains 69550 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16736 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1528 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91363 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7981 members 
Mstep: Class 57 contains 228852 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6054 members 
Mstep: Class 61 contains 10054 members 
Mstep: Class 62 contains 2197 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7700 members 
Mstep: Class 67 contains 6919 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3633 members 
Mstep: Class 70 contains 398 members 
Mstep: Class 71 contains 6477 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3740 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3887 members 
Mstep: Class 76 contains 10653 members 
Mstep: Class 77 contains 6814 members 
Mstep: Class 78 contains 5235 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33270 members 
Mstep: Class 81 contains 2351 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543456.000000 Penalty: 289986.375000
Iteration 210Q: 84 clusters Score -1.545435e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1788 members 
Mstep: Class 3 contains 44570 members 
Mstep: Class 4 contains 22601 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 32502 members 
Mstep: Class 8 contains 136517 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 11062 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16212 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14860 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94158 members 
Mstep: Class 23 contains 16831 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92415 members 
Mstep: Class 26 contains 6730 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10534 members 
Mstep: Class 29 contains 23592 members 
Mstep: Class 30 contains 39197 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5763 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17931 members 
Mstep: Class 39 contains 5669 members 
Mstep: Class 40 contains 69545 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 400 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16735 members 
Mstep: Class 49 contains 3118 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1535 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91362 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7979 members 
Mstep: Class 57 contains 228846 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6067 members 
Mstep: Class 61 contains 10057 members 
Mstep: Class 62 contains 2227 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7701 members 
Mstep: Class 67 contains 6915 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3633 members 
Mstep: Class 70 contains 398 members 
Mstep: Class 71 contains 6475 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3737 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3888 members 
Mstep: Class 76 contains 10652 members 
Mstep: Class 77 contains 6822 members 
Mstep: Class 78 contains 5228 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33295 members 
Mstep: Class 81 contains 2353 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543232.000000 Penalty: 289986.375000
Iteration 211Q: 84 clusters Score -1.545432e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1786 members 
Mstep: Class 3 contains 44566 members 
Mstep: Class 4 contains 22601 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 32507 members 
Mstep: Class 8 contains 136516 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 11062 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16210 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14862 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94147 members 
Mstep: Class 23 contains 16830 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92414 members 
Mstep: Class 26 contains 6699 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10537 members 
Mstep: Class 29 contains 23585 members 
Mstep: Class 30 contains 39197 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5776 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17928 members 
Mstep: Class 39 contains 5669 members 
Mstep: Class 40 contains 69536 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 403 members 
Mstep: Class 43 contains 19399 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16734 members 
Mstep: Class 49 contains 3118 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1536 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91359 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7979 members 
Mstep: Class 57 contains 228846 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6077 members 
Mstep: Class 61 contains 10060 members 
Mstep: Class 62 contains 2251 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7702 members 
Mstep: Class 67 contains 6911 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3635 members 
Mstep: Class 70 contains 398 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3733 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3886 members 
Mstep: Class 76 contains 10651 members 
Mstep: Class 77 contains 6824 members 
Mstep: Class 78 contains 5220 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33318 members 
Mstep: Class 81 contains 2356 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543376.000000 Penalty: 289986.375000
Iteration 212Q: 84 clusters Score -1.545434e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1783 members 
Mstep: Class 3 contains 44562 members 
Mstep: Class 4 contains 22600 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 32510 members 
Mstep: Class 8 contains 136512 members 
Mstep: Class 9 contains 565 members 
Mstep: Class 10 contains 11062 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16208 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14866 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3938 members 
Mstep: Class 22 contains 94138 members 
Mstep: Class 23 contains 16829 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92413 members 
Mstep: Class 26 contains 6668 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10539 members 
Mstep: Class 29 contains 23586 members 
Mstep: Class 30 contains 39197 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5789 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17927 members 
Mstep: Class 39 contains 5669 members 
Mstep: Class 40 contains 69525 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 404 members 
Mstep: Class 43 contains 19398 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16735 members 
Mstep: Class 49 contains 3118 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1538 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91356 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7976 members 
Mstep: Class 57 contains 228842 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6086 members 
Mstep: Class 61 contains 10064 members 
Mstep: Class 62 contains 2275 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7706 members 
Mstep: Class 67 contains 6906 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3636 members 
Mstep: Class 70 contains 397 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3733 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3885 members 
Mstep: Class 76 contains 10652 members 
Mstep: Class 77 contains 6826 members 
Mstep: Class 78 contains 5217 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33328 members 
Mstep: Class 81 contains 2358 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543296.000000 Penalty: 289986.375000
Iteration 213Q: 84 clusters Score -1.545433e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1779 members 
Mstep: Class 3 contains 44555 members 
Mstep: Class 4 contains 22597 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 32516 members 
Mstep: Class 8 contains 136510 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 11061 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16205 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14870 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3938 members 
Mstep: Class 22 contains 94132 members 
Mstep: Class 23 contains 16827 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92411 members 
Mstep: Class 26 contains 6654 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10540 members 
Mstep: Class 29 contains 23585 members 
Mstep: Class 30 contains 39197 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5797 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17927 members 
Mstep: Class 39 contains 5669 members 
Mstep: Class 40 contains 69516 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 404 members 
Mstep: Class 43 contains 19399 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16739 members 
Mstep: Class 49 contains 3118 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1541 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91350 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7976 members 
Mstep: Class 57 contains 228841 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6097 members 
Mstep: Class 61 contains 10069 members 
Mstep: Class 62 contains 2287 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7706 members 
Mstep: Class 67 contains 6903 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3639 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3731 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3884 members 
Mstep: Class 76 contains 10652 members 
Mstep: Class 77 contains 6829 members 
Mstep: Class 78 contains 5214 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33336 members 
Mstep: Class 81 contains 2359 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543408.000000 Penalty: 289986.375000
Iteration 214Q: 84 clusters Score -1.545434e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1778 members 
Mstep: Class 3 contains 44556 members 
Mstep: Class 4 contains 22593 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 32517 members 
Mstep: Class 8 contains 136512 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8629 members 
Mstep: Class 12 contains 16202 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14872 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94124 members 
Mstep: Class 23 contains 16827 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92411 members 
Mstep: Class 26 contains 6628 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10541 members 
Mstep: Class 29 contains 23582 members 
Mstep: Class 30 contains 39197 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5802 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17924 members 
Mstep: Class 39 contains 5669 members 
Mstep: Class 40 contains 69503 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 405 members 
Mstep: Class 43 contains 19398 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16741 members 
Mstep: Class 49 contains 3118 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1545 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91350 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7976 members 
Mstep: Class 57 contains 228840 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6108 members 
Mstep: Class 61 contains 10074 members 
Mstep: Class 62 contains 2298 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7705 members 
Mstep: Class 67 contains 6900 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3640 members 
Mstep: Class 70 contains 395 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3736 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3884 members 
Mstep: Class 76 contains 10651 members 
Mstep: Class 77 contains 6832 members 
Mstep: Class 78 contains 5210 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33351 members 
Mstep: Class 81 contains 2363 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543424.000000 Penalty: 289986.375000
Iteration 215Q: 84 clusters Score -1.545434e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1777 members 
Mstep: Class 3 contains 44554 members 
Mstep: Class 4 contains 22591 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 32520 members 
Mstep: Class 8 contains 136513 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16200 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14876 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94119 members 
Mstep: Class 23 contains 16827 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92410 members 
Mstep: Class 26 contains 6610 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10543 members 
Mstep: Class 29 contains 23581 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5806 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17921 members 
Mstep: Class 39 contains 5668 members 
Mstep: Class 40 contains 69488 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 19397 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16744 members 
Mstep: Class 49 contains 3117 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1548 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91347 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7976 members 
Mstep: Class 57 contains 228841 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6118 members 
Mstep: Class 61 contains 10076 members 
Mstep: Class 62 contains 2305 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7706 members 
Mstep: Class 67 contains 6898 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3640 members 
Mstep: Class 70 contains 395 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3736 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3883 members 
Mstep: Class 76 contains 10650 members 
Mstep: Class 77 contains 6832 members 
Mstep: Class 78 contains 5207 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33363 members 
Mstep: Class 81 contains 2366 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543312.000000 Penalty: 289986.375000
Iteration 216Q: 84 clusters Score -1.545433e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1777 members 
Mstep: Class 3 contains 44553 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 32519 members 
Mstep: Class 8 contains 136514 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16200 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14879 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94116 members 
Mstep: Class 23 contains 16828 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92410 members 
Mstep: Class 26 contains 6596 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10544 members 
Mstep: Class 29 contains 23581 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5812 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17917 members 
Mstep: Class 39 contains 5668 members 
Mstep: Class 40 contains 69482 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 19397 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16744 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1553 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91343 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7976 members 
Mstep: Class 57 contains 228838 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6124 members 
Mstep: Class 61 contains 10080 members 
Mstep: Class 62 contains 2311 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7706 members 
Mstep: Class 67 contains 6896 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3640 members 
Mstep: Class 70 contains 395 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3736 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3883 members 
Mstep: Class 76 contains 10650 members 
Mstep: Class 77 contains 6832 members 
Mstep: Class 78 contains 5202 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33375 members 
Mstep: Class 81 contains 2366 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543328.000000 Penalty: 289986.375000
Iteration 217Q: 84 clusters Score -1.545433e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1778 members 
Mstep: Class 3 contains 44554 members 
Mstep: Class 4 contains 22586 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 32520 members 
Mstep: Class 8 contains 136514 members 
Mstep: Class 9 contains 566 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 16199 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14881 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94113 members 
Mstep: Class 23 contains 16828 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92409 members 
Mstep: Class 26 contains 6587 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10544 members 
Mstep: Class 29 contains 23576 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5814 members 
Mstep: Class 36 contains 2689 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17910 members 
Mstep: Class 39 contains 5668 members 
Mstep: Class 40 contains 69478 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 19398 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16744 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1555 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91339 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7976 members 
Mstep: Class 57 contains 228841 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6130 members 
Mstep: Class 61 contains 10081 members 
Mstep: Class 62 contains 2315 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7707 members 
Mstep: Class 67 contains 6895 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3640 members 
Mstep: Class 70 contains 395 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3733 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3883 members 
Mstep: Class 76 contains 10650 members 
Mstep: Class 77 contains 6832 members 
Mstep: Class 78 contains 5201 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33385 members 
Mstep: Class 81 contains 2366 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543408.000000 Penalty: 289986.375000
Iteration 218Q: 84 clusters Score -1.545434e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1778 members 
Mstep: Class 3 contains 44554 members 
Mstep: Class 4 contains 22584 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 32519 members 
Mstep: Class 8 contains 136512 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16197 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14881 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94110 members 
Mstep: Class 23 contains 16828 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92408 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10546 members 
Mstep: Class 29 contains 23572 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5817 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17907 members 
Mstep: Class 39 contains 5668 members 
Mstep: Class 40 contains 69475 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 19398 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16744 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1562 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91338 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7975 members 
Mstep: Class 57 contains 228843 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6137 members 
Mstep: Class 61 contains 10083 members 
Mstep: Class 62 contains 2317 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7708 members 
Mstep: Class 67 contains 6894 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3640 members 
Mstep: Class 70 contains 395 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3728 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10650 members 
Mstep: Class 77 contains 6832 members 
Mstep: Class 78 contains 5199 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33393 members 
Mstep: Class 81 contains 2370 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543344.000000 Penalty: 289986.375000
Iteration 219Q: 84 clusters Score -1.545433e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1775 members 
Mstep: Class 3 contains 44555 members 
Mstep: Class 4 contains 22584 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 32519 members 
Mstep: Class 8 contains 136510 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16194 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14886 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94109 members 
Mstep: Class 23 contains 16828 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92407 members 
Mstep: Class 26 contains 6570 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10548 members 
Mstep: Class 29 contains 23568 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5819 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17906 members 
Mstep: Class 39 contains 5668 members 
Mstep: Class 40 contains 69468 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 19397 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16744 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1569 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91335 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7975 members 
Mstep: Class 57 contains 228844 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6145 members 
Mstep: Class 61 contains 10087 members 
Mstep: Class 62 contains 2324 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7708 members 
Mstep: Class 67 contains 6893 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3641 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3719 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3881 members 
Mstep: Class 76 contains 10650 members 
Mstep: Class 77 contains 6832 members 
Mstep: Class 78 contains 5195 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33402 members 
Mstep: Class 81 contains 2369 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543280.000000 Penalty: 289986.375000
Iteration 220F: 84 clusters Score -1.545433e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1774 members 
Mstep: Class 3 contains 44555 members 
Mstep: Class 4 contains 22586 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 32518 members 
Mstep: Class 8 contains 136509 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16190 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14888 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94107 members 
Mstep: Class 23 contains 16828 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92408 members 
Mstep: Class 26 contains 6565 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10549 members 
Mstep: Class 29 contains 23562 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5822 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17902 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69461 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 19397 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16745 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1575 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91335 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7975 members 
Mstep: Class 57 contains 228846 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6157 members 
Mstep: Class 61 contains 10092 members 
Mstep: Class 62 contains 2325 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7706 members 
Mstep: Class 67 contains 6893 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3642 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3715 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3879 members 
Mstep: Class 76 contains 10649 members 
Mstep: Class 77 contains 6832 members 
Mstep: Class 78 contains 5192 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33407 members 
Mstep: Class 81 contains 2368 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543392.000000 Penalty: 289986.375000
Iteration 221Q: 84 clusters Score -1.545434e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1774 members 
Mstep: Class 3 contains 44557 members 
Mstep: Class 4 contains 22586 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 32516 members 
Mstep: Class 8 contains 136508 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16187 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14889 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94106 members 
Mstep: Class 23 contains 16828 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92406 members 
Mstep: Class 26 contains 6557 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10549 members 
Mstep: Class 29 contains 23558 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5827 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17902 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69460 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 19398 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16745 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1582 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91331 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7975 members 
Mstep: Class 57 contains 228844 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6162 members 
Mstep: Class 61 contains 10093 members 
Mstep: Class 62 contains 2330 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7705 members 
Mstep: Class 67 contains 6893 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3643 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3712 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3880 members 
Mstep: Class 76 contains 10648 members 
Mstep: Class 77 contains 6833 members 
Mstep: Class 78 contains 5186 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33416 members 
Mstep: Class 81 contains 2367 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543344.000000 Penalty: 289986.375000
Iteration 222Q: 84 clusters Score -1.545433e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1774 members 
Mstep: Class 3 contains 44556 members 
Mstep: Class 4 contains 22585 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 32514 members 
Mstep: Class 8 contains 136504 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16184 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14889 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94105 members 
Mstep: Class 23 contains 16827 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92405 members 
Mstep: Class 26 contains 6552 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10549 members 
Mstep: Class 29 contains 23555 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5828 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17899 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69457 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 19399 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16745 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1584 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91330 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7975 members 
Mstep: Class 57 contains 228844 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6168 members 
Mstep: Class 61 contains 10093 members 
Mstep: Class 62 contains 2333 members 
Mstep: Class 63 contains 696 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7705 members 
Mstep: Class 67 contains 6893 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3644 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3712 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3881 members 
Mstep: Class 76 contains 10651 members 
Mstep: Class 77 contains 6835 members 
Mstep: Class 78 contains 5184 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33426 members 
Mstep: Class 81 contains 2368 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543360.000000 Penalty: 289986.375000
Iteration 223Q: 84 clusters Score -1.545434e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1770 members 
Mstep: Class 3 contains 44554 members 
Mstep: Class 4 contains 22585 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32517 members 
Mstep: Class 8 contains 136503 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8632 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14889 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94097 members 
Mstep: Class 23 contains 16824 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92405 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10550 members 
Mstep: Class 29 contains 23554 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5830 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17898 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69455 members 
Mstep: Class 41 contains 5924 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 19399 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16746 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1587 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91328 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7975 members 
Mstep: Class 57 contains 228845 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6175 members 
Mstep: Class 61 contains 10096 members 
Mstep: Class 62 contains 2333 members 
Mstep: Class 63 contains 696 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6893 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3710 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3881 members 
Mstep: Class 76 contains 10654 members 
Mstep: Class 77 contains 6834 members 
Mstep: Class 78 contains 5183 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33430 members 
Mstep: Class 81 contains 2368 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 224Q: 84 clusters Score -1.545435e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1769 members 
Mstep: Class 3 contains 44552 members 
Mstep: Class 4 contains 22586 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32517 members 
Mstep: Class 8 contains 136500 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8632 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14888 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94091 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92403 members 
Mstep: Class 26 contains 6552 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10551 members 
Mstep: Class 29 contains 23556 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5832 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17899 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69456 members 
Mstep: Class 41 contains 5924 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 19396 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16745 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1590 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91325 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7974 members 
Mstep: Class 57 contains 228841 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6186 members 
Mstep: Class 61 contains 10099 members 
Mstep: Class 62 contains 2333 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7701 members 
Mstep: Class 67 contains 6892 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3705 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3881 members 
Mstep: Class 76 contains 10657 members 
Mstep: Class 77 contains 6835 members 
Mstep: Class 78 contains 5181 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33438 members 
Mstep: Class 81 contains 2369 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543424.000000 Penalty: 289986.375000
Iteration 225Q: 84 clusters Score -1.545434e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1769 members 
Mstep: Class 3 contains 44553 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32519 members 
Mstep: Class 8 contains 136499 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8632 members 
Mstep: Class 12 contains 16184 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14888 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94089 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92402 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10549 members 
Mstep: Class 29 contains 23554 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5834 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17894 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69451 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 19394 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16745 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1594 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91323 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7973 members 
Mstep: Class 57 contains 228841 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6193 members 
Mstep: Class 61 contains 10100 members 
Mstep: Class 62 contains 2335 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7701 members 
Mstep: Class 67 contains 6892 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6475 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3704 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3881 members 
Mstep: Class 76 contains 10658 members 
Mstep: Class 77 contains 6839 members 
Mstep: Class 78 contains 5180 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33441 members 
Mstep: Class 81 contains 2369 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543536.000000 Penalty: 289986.375000
Iteration 226Q: 84 clusters Score -1.545435e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44553 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32523 members 
Mstep: Class 8 contains 136494 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14890 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94086 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92402 members 
Mstep: Class 26 contains 6543 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10548 members 
Mstep: Class 29 contains 23553 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5835 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17891 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69453 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 409 members 
Mstep: Class 43 contains 19394 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16745 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1593 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91324 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7972 members 
Mstep: Class 57 contains 228837 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6199 members 
Mstep: Class 61 contains 10100 members 
Mstep: Class 62 contains 2336 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7701 members 
Mstep: Class 67 contains 6892 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6475 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3706 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3881 members 
Mstep: Class 76 contains 10660 members 
Mstep: Class 77 contains 6841 members 
Mstep: Class 78 contains 5177 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33447 members 
Mstep: Class 81 contains 2370 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543376.000000 Penalty: 289986.375000
Iteration 227Q: 84 clusters Score -1.545434e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44551 members 
Mstep: Class 4 contains 22588 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32524 members 
Mstep: Class 8 contains 136495 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94084 members 
Mstep: Class 23 contains 16823 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92402 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10548 members 
Mstep: Class 29 contains 23552 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5835 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17889 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69452 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 410 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16744 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1594 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91325 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7972 members 
Mstep: Class 57 contains 228832 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6200 members 
Mstep: Class 61 contains 10103 members 
Mstep: Class 62 contains 2336 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7701 members 
Mstep: Class 67 contains 6892 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3705 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3881 members 
Mstep: Class 76 contains 10662 members 
Mstep: Class 77 contains 6841 members 
Mstep: Class 78 contains 5175 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33454 members 
Mstep: Class 81 contains 2368 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543360.000000 Penalty: 289986.375000
Iteration 228Q: 84 clusters Score -1.545434e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44550 members 
Mstep: Class 4 contains 22588 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32527 members 
Mstep: Class 8 contains 136498 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14893 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94082 members 
Mstep: Class 23 contains 16823 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92402 members 
Mstep: Class 26 contains 6543 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10546 members 
Mstep: Class 29 contains 23550 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5835 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17888 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69447 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16743 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91324 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7971 members 
Mstep: Class 57 contains 228829 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6200 members 
Mstep: Class 61 contains 10107 members 
Mstep: Class 62 contains 2335 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7701 members 
Mstep: Class 67 contains 6892 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3703 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3881 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6844 members 
Mstep: Class 78 contains 5175 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33458 members 
Mstep: Class 81 contains 2366 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543488.000000 Penalty: 289986.375000
Iteration 229Q: 84 clusters Score -1.545435e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44550 members 
Mstep: Class 4 contains 22588 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32528 members 
Mstep: Class 8 contains 136498 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94080 members 
Mstep: Class 23 contains 16823 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92399 members 
Mstep: Class 26 contains 6540 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10545 members 
Mstep: Class 29 contains 23552 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5835 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17888 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69449 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 411 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16743 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1597 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91323 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7970 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6201 members 
Mstep: Class 61 contains 10109 members 
Mstep: Class 62 contains 2336 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7701 members 
Mstep: Class 67 contains 6892 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3704 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3881 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6846 members 
Mstep: Class 78 contains 5175 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33460 members 
Mstep: Class 81 contains 2366 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543264.000000 Penalty: 289986.375000
Iteration 230Q: 84 clusters Score -1.545433e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44550 members 
Mstep: Class 4 contains 22588 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32528 members 
Mstep: Class 8 contains 136500 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 11061 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94079 members 
Mstep: Class 23 contains 16823 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92399 members 
Mstep: Class 26 contains 6539 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10543 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5835 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17888 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69445 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16743 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1596 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91323 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7969 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6202 members 
Mstep: Class 61 contains 10111 members 
Mstep: Class 62 contains 2338 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7702 members 
Mstep: Class 67 contains 6892 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3704 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3881 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6848 members 
Mstep: Class 78 contains 5174 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33463 members 
Mstep: Class 81 contains 2366 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543328.000000 Penalty: 289986.375000
Iteration 231Q: 84 clusters Score -1.545433e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44550 members 
Mstep: Class 4 contains 22588 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32528 members 
Mstep: Class 8 contains 136502 members 
Mstep: Class 9 contains 561 members 
Mstep: Class 10 contains 11062 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16823 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92399 members 
Mstep: Class 26 contains 6539 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10540 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5836 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17888 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69444 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16743 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2062 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6204 members 
Mstep: Class 61 contains 10111 members 
Mstep: Class 62 contains 2341 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6892 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3704 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3881 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6851 members 
Mstep: Class 78 contains 5172 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33464 members 
Mstep: Class 81 contains 2363 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543328.000000 Penalty: 289986.375000
Iteration 232Q: 84 clusters Score -1.545433e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44549 members 
Mstep: Class 4 contains 22588 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32528 members 
Mstep: Class 8 contains 136500 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 11062 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92397 members 
Mstep: Class 26 contains 6537 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10534 members 
Mstep: Class 29 contains 23551 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5836 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17888 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69444 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16743 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228828 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6205 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2340 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6892 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3705 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3881 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6858 members 
Mstep: Class 78 contains 5171 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33466 members 
Mstep: Class 81 contains 2363 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543296.000000 Penalty: 289986.375000
Iteration 233Q: 84 clusters Score -1.545433e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44546 members 
Mstep: Class 4 contains 22588 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32528 members 
Mstep: Class 8 contains 136499 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 11062 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92397 members 
Mstep: Class 26 contains 6534 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10528 members 
Mstep: Class 29 contains 23551 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5837 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69444 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228828 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6205 members 
Mstep: Class 61 contains 10113 members 
Mstep: Class 62 contains 2344 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6892 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3706 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6864 members 
Mstep: Class 78 contains 5170 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33469 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543392.000000 Penalty: 289986.375000
Iteration 234Q: 84 clusters Score -1.545434e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44546 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32528 members 
Mstep: Class 8 contains 136498 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92397 members 
Mstep: Class 26 contains 6533 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10525 members 
Mstep: Class 29 contains 23550 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69443 members 
Mstep: Class 41 contains 5922 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91321 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228829 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6206 members 
Mstep: Class 61 contains 10115 members 
Mstep: Class 62 contains 2344 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6891 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3706 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6867 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33469 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543392.000000 Penalty: 289986.375000
Iteration 235Q: 84 clusters Score -1.545434e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44546 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32529 members 
Mstep: Class 8 contains 136498 members 
Mstep: Class 9 contains 564 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92397 members 
Mstep: Class 26 contains 6533 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10526 members 
Mstep: Class 29 contains 23550 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69441 members 
Mstep: Class 41 contains 5922 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91321 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228829 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8401 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10114 members 
Mstep: Class 62 contains 2345 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3706 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6869 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33470 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 236Q: 84 clusters Score -1.545435e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44545 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32530 members 
Mstep: Class 8 contains 136498 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6532 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10525 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69442 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228828 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10114 members 
Mstep: Class 62 contains 2346 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3706 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6870 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33471 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543424.000000 Penalty: 289986.375000
Iteration 237Q: 84 clusters Score -1.545434e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44545 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6532 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10522 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69442 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10114 members 
Mstep: Class 62 contains 2347 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6474 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3706 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6873 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33472 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543456.000000 Penalty: 289986.375000
Iteration 238Q: 84 clusters Score -1.545435e+08 nChanged 6
Entering ConstructFrom: 
Score: -154543456.000000 Penalty: 289986.375000
Entering ConstructFrom: 
Trying to split cluster 1 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -941205.500000 Penalty: 2227.301270
	Iteration 0F: 2 clusters Score -941205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -934898.000000 Penalty: 4454.602539
	Iteration 0F: 3 clusters Score -934898 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -936723.937500 Penalty: 4454.602539
	Iteration 1F: 3 clusters Score -936723.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -937156.437500 Penalty: 4454.602539
	Iteration 2F: 3 clusters Score -937156.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -937633.937500 Penalty: 4454.602539
	Iteration 3F: 3 clusters Score -937633.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -938215.500000 Penalty: 4454.602539
	Iteration 4F: 3 clusters Score -938215.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -938796.187500 Penalty: 4454.602539
	Iteration 5F: 3 clusters Score -938796.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -939250.250000 Penalty: 4454.602539
	Iteration 6F: 3 clusters Score -939250.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -939530.500000 Penalty: 4454.602539
	Iteration 7Q: 3 clusters Score -939530.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -939685.562500 Penalty: 4454.602539
	Iteration 8Q: 3 clusters Score -939685.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -939775.562500 Penalty: 4454.602539
	Iteration 9Q: 3 clusters Score -939775.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -939820.375000 Penalty: 4454.602539
	Iteration 10Q: 3 clusters Score -939820.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -939853.000000 Penalty: 4454.602539
	Iteration 11Q: 3 clusters Score -939853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -939872.500000 Penalty: 4454.602539
	Iteration 12Q: 3 clusters Score -939872.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -939890.187500 Penalty: 4454.602539
	Iteration 13Q: 3 clusters Score -939890.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -939904.187500 Penalty: 4454.602539
	Iteration 14Q: 3 clusters Score -939904.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -939915.750000 Penalty: 4454.602539
	Iteration 15Q: 3 clusters Score -939915.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -939922.562500 Penalty: 4454.602539
	Iteration 16Q: 3 clusters Score -939922.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -939929.250000 Penalty: 4454.602539
	Iteration 17Q: 3 clusters Score -939929.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -939935.687500 Penalty: 4454.602539
	Iteration 18Q: 3 clusters Score -939935.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -939939.875000 Penalty: 4454.602539
	Iteration 19Q: 3 clusters Score -939939.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -939949.812500 Penalty: 4454.602539
	Iteration 20F: 3 clusters Score -939949.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -939958.812500 Penalty: 4454.602539
	Iteration 21Q: 3 clusters Score -939958.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -939966.875000 Penalty: 4454.602539
	Iteration 22Q: 3 clusters Score -939966.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -939973.500000 Penalty: 4454.602539
	Iteration 23Q: 3 clusters Score -939973.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -939976.625000 Penalty: 4454.602539
	Iteration 24Q: 3 clusters Score -939976.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -939983.500000 Penalty: 4454.602539
	Iteration 25Q: 3 clusters Score -939983.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -939988.250000 Penalty: 4454.602539
	Iteration 26Q: 3 clusters Score -939988.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -939994.937500 Penalty: 4454.602539
	Iteration 27Q: 3 clusters Score -939994.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -939999.500000 Penalty: 4454.602539
	Iteration 28Q: 3 clusters Score -939999.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -940012.437500 Penalty: 4454.602539
	Iteration 29Q: 3 clusters Score -940012.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -940024.625000 Penalty: 4454.602539
	Iteration 30Q: 3 clusters Score -940024.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -940037.000000 Penalty: 4454.602539
	Iteration 31Q: 3 clusters Score -940037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -940045.500000 Penalty: 4454.602539
	Iteration 32Q: 3 clusters Score -940045.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -940049.812500 Penalty: 4454.602539
	Iteration 33Q: 3 clusters Score -940049.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -940060.125000 Penalty: 4454.602539
	Iteration 34Q: 3 clusters Score -940060.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -940065.250000 Penalty: 4454.602539
	Iteration 35Q: 3 clusters Score -940065.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -940071.312500 Penalty: 4454.602539
	Iteration 36Q: 3 clusters Score -940071.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -940076.687500 Penalty: 4454.602539
	Iteration 37Q: 3 clusters Score -940076.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -940082.062500 Penalty: 4454.602539
	Iteration 38Q: 3 clusters Score -940082.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -940084.250000 Penalty: 4454.602539
	Iteration 39Q: 3 clusters Score -940084.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -940084.375000 Penalty: 4454.602539
	Iteration 40F: 3 clusters Score -940084.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -940086.875000 Penalty: 4454.602539
	Iteration 41Q: 3 clusters Score -940086.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -940090.250000 Penalty: 4454.602539
	Iteration 42Q: 3 clusters Score -940090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -940088.187500 Penalty: 4454.602539
	Iteration 43Q: 3 clusters Score -940088.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -940091.312500 Penalty: 4454.602539
	Iteration 44Q: 3 clusters Score -940091.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -940095.812500 Penalty: 4454.602539
	Iteration 45Q: 3 clusters Score -940095.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -940101.000000 Penalty: 4454.602539
	Iteration 46Q: 3 clusters Score -940101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -940101.437500 Penalty: 4454.602539
	Iteration 47Q: 3 clusters Score -940101.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -940106.187500 Penalty: 4454.602539
	Iteration 48Q: 3 clusters Score -940106.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -940110.375000 Penalty: 4454.602539
	Iteration 49Q: 3 clusters Score -940110.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -940110.812500 Penalty: 4454.602539
	Iteration 50Q: 3 clusters Score -940110.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -940114.250000 Penalty: 4454.602539
	Iteration 51Q: 3 clusters Score -940114.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -940115.562500 Penalty: 4454.602539
	Iteration 52Q: 3 clusters Score -940115.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -940119.312500 Penalty: 4454.602539
	Iteration 53Q: 3 clusters Score -940119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -940117.500000 Penalty: 4454.602539
	Iteration 54Q: 3 clusters Score -940117.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -940118.812500 Penalty: 4454.602539
	Iteration 55Q: 3 clusters Score -940118.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -940120.437500 Penalty: 4454.602539
	Iteration 56Q: 3 clusters Score -940120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -940120.500000 Penalty: 4454.602539
	Iteration 57Q: 3 clusters Score -940120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -940122.062500 Penalty: 4454.602539
	Iteration 58Q: 3 clusters Score -940122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -940122.187500 Penalty: 4454.602539
	Iteration 59Q: 3 clusters Score -940122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -940122.187500 Penalty: 4454.602539
	Iteration 60F: 3 clusters Score -940122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -209268.187500 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -209268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -206815.218750 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -206815.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -207223.921875 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -207223.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -207330.984375 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -207331 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -207397.937500 Penalty: 3708.611084
	Iteration 3Q: 3 clusters Score -207397.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -207446.812500 Penalty: 3708.611084
	Iteration 4Q: 3 clusters Score -207446.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -207476.265625 Penalty: 3708.611084
	Iteration 5Q: 3 clusters Score -207476.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -207497.968750 Penalty: 3708.611084
	Iteration 6Q: 3 clusters Score -207498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -207527.125000 Penalty: 3708.611084
	Iteration 7Q: 3 clusters Score -207527.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -207557.734375 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -207557.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -207576.968750 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -207577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -207591.546875 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -207591.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -207604.750000 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -207604.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -207612.937500 Penalty: 3708.611084
	Iteration 12Q: 3 clusters Score -207612.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -207622.703125 Penalty: 3708.611084
	Iteration 13Q: 3 clusters Score -207622.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -207628.937500 Penalty: 3708.611084
	Iteration 14Q: 3 clusters Score -207628.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -207633.859375 Penalty: 3708.611084
	Iteration 15Q: 3 clusters Score -207633.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -207636.921875 Penalty: 3708.611084
	Iteration 16Q: 3 clusters Score -207636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -207639.500000 Penalty: 3708.611084
	Iteration 17Q: 3 clusters Score -207639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -207642.312500 Penalty: 3708.611084
	Iteration 18Q: 3 clusters Score -207642.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -207644.656250 Penalty: 3708.611084
	Iteration 19Q: 3 clusters Score -207644.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -207646.453125 Penalty: 3708.611084
	Iteration 20F: 3 clusters Score -207646.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -207649.843750 Penalty: 3708.611084
	Iteration 21Q: 3 clusters Score -207649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -207652.421875 Penalty: 3708.611084
	Iteration 22Q: 3 clusters Score -207652.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -207657.921875 Penalty: 3708.611084
	Iteration 23Q: 3 clusters Score -207657.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -207666.656250 Penalty: 3708.611084
	Iteration 24Q: 3 clusters Score -207666.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -207671.843750 Penalty: 3708.611084
	Iteration 25Q: 3 clusters Score -207671.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -207680.843750 Penalty: 3708.611084
	Iteration 26Q: 3 clusters Score -207680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -207685.031250 Penalty: 3708.611084
	Iteration 27Q: 3 clusters Score -207685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -207690.187500 Penalty: 3708.611084
	Iteration 28Q: 3 clusters Score -207690.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -207693.359375 Penalty: 3708.611084
	Iteration 29Q: 3 clusters Score -207693.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -207694.750000 Penalty: 3708.611084
	Iteration 30Q: 3 clusters Score -207694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -207694.750000 Penalty: 3708.611084
	Iteration 31F: 3 clusters Score -207694.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Entering Unmasked Estep 
Score: -5374361.500000 Penalty: 2654.655273
	Iteration 0F: 2 clusters Score -5374362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -5344396.500000 Penalty: 5309.310547
	Iteration 0F: 3 clusters Score -5344396 nChanged 20394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -5356126.500000 Penalty: 5309.310547
	Iteration 1F: 3 clusters Score -5356126 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -5357409.000000 Penalty: 5309.310547
	Iteration 2F: 3 clusters Score -5357409 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -5358963.500000 Penalty: 5309.310547
	Iteration 3F: 3 clusters Score -5358964 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -5360758.000000 Penalty: 5309.310547
	Iteration 4F: 3 clusters Score -5360758 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -5362537.500000 Penalty: 5309.310547
	Iteration 5F: 3 clusters Score -5362538 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -5364100.500000 Penalty: 5309.310547
	Iteration 6F: 3 clusters Score -5364100 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -5365338.000000 Penalty: 5309.310547
	Iteration 7F: 3 clusters Score -5365338 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -5366344.000000 Penalty: 5309.310547
	Iteration 8Q: 3 clusters Score -5366344 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -5367202.500000 Penalty: 5309.310547
	Iteration 9Q: 3 clusters Score -5367202 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -5368066.000000 Penalty: 5309.310547
	Iteration 10Q: 3 clusters Score -5368066 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -5368835.500000 Penalty: 5309.310547
	Iteration 11Q: 3 clusters Score -5368836 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5369484 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5370072 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -5370567.000000 Penalty: 5309.310547
	Iteration 14Q: 3 clusters Score -5370567 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -5371071.500000 Penalty: 5309.310547
	Iteration 15Q: 3 clusters Score -5371072 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -5371545.500000 Penalty: 5309.310547
	Iteration 16Q: 3 clusters Score -5371546 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -5372083.500000 Penalty: 5309.310547
	Iteration 17Q: 3 clusters Score -5372084 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -5372643.000000 Penalty: 5309.310547
	Iteration 18Q: 3 clusters Score -5372643 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -5373089.500000 Penalty: 5309.310547
	Iteration 19Q: 3 clusters Score -5373090 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -5373444.500000 Penalty: 5309.310547
	Iteration 20F: 3 clusters Score -5373444 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -5373677.500000 Penalty: 5309.310547
	Iteration 21Q: 3 clusters Score -5373678 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -5373851.000000 Penalty: 5309.310547
	Iteration 22Q: 3 clusters Score -5373851 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -5373981.000000 Penalty: 5309.310547
	Iteration 23Q: 3 clusters Score -5373981 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -5374095.000000 Penalty: 5309.310547
	Iteration 24Q: 3 clusters Score -5374095 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -5374149.500000 Penalty: 5309.310547
	Iteration 25Q: 3 clusters Score -5374150 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -5374182.000000 Penalty: 5309.310547
	Iteration 26Q: 3 clusters Score -5374182 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -5374194.000000 Penalty: 5309.310547
	Iteration 27Q: 3 clusters Score -5374194 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -5374227.500000 Penalty: 5309.310547
	Iteration 28Q: 3 clusters Score -5374228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -5374247.000000 Penalty: 5309.310547
	Iteration 29Q: 3 clusters Score -5374247 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -5374248.000000 Penalty: 5309.310547
	Iteration 30Q: 3 clusters Score -5374248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -5374259.500000 Penalty: 5309.310547
	Iteration 31Q: 3 clusters Score -5374260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -5374252.000000 Penalty: 5309.310547
	Iteration 32Q: 3 clusters Score -5374252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -5374247.500000 Penalty: 5309.310547
	Iteration 33Q: 3 clusters Score -5374248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -5374262.000000 Penalty: 5309.310547
	Iteration 34Q: 3 clusters Score -5374262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -5374271.500000 Penalty: 5309.310547
	Iteration 35Q: 3 clusters Score -5374272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5374277.500000 Penalty: 5309.310547
	Iteration 36Q: 3 clusters Score -5374278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -5374280.500000 Penalty: 5309.310547
	Iteration 37Q: 3 clusters Score -5374280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -5374279.000000 Penalty: 5309.310547
	Iteration 38Q: 3 clusters Score -5374279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -5374271.500000 Penalty: 5309.310547
	Iteration 39Q: 3 clusters Score -5374272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -5374284.000000 Penalty: 5309.310547
	Iteration 40F: 3 clusters Score -5374284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -5374278.500000 Penalty: 5309.310547
	Iteration 41Q: 3 clusters Score -5374278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -5374278.500000 Penalty: 5309.310547
	Iteration 42Q: 3 clusters Score -5374278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -5374285.500000 Penalty: 5309.310547
	Iteration 43Q: 3 clusters Score -5374286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -5374289.000000 Penalty: 5309.310547
	Iteration 44Q: 3 clusters Score -5374289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -5374298.000000 Penalty: 5309.310547
	Iteration 45Q: 3 clusters Score -5374298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -5374299.500000 Penalty: 5309.310547
	Iteration 46Q: 3 clusters Score -5374300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -5374303.500000 Penalty: 5309.310547
	Iteration 47Q: 3 clusters Score -5374304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -5374308.500000 Penalty: 5309.310547
	Iteration 48Q: 3 clusters Score -5374308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -5374319.000000 Penalty: 5309.310547
	Iteration 49Q: 3 clusters Score -5374319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -5374315.000000 Penalty: 5309.310547
	Iteration 50Q: 3 clusters Score -5374315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -5374310.000000 Penalty: 5309.310547
	Iteration 51Q: 3 clusters Score -5374310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -5374310.000000 Penalty: 5309.310547
	Iteration 52Q: 3 clusters Score -5374310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -5374323.000000 Penalty: 5309.310547
	Iteration 53Q: 3 clusters Score -5374323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5374326.000000 Penalty: 5309.310547
	Iteration 54Q: 3 clusters Score -5374326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -5374325.000000 Penalty: 5309.310547
	Iteration 55Q: 3 clusters Score -5374325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -5374337.000000 Penalty: 5309.310547
	Iteration 56Q: 3 clusters Score -5374337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -5374331.500000 Penalty: 5309.310547
	Iteration 57Q: 3 clusters Score -5374332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -5374323.000000 Penalty: 5309.310547
	Iteration 58Q: 3 clusters Score -5374323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -5374320.500000 Penalty: 5309.310547
	Iteration 59Q: 3 clusters Score -5374320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -5374315.000000 Penalty: 5309.310547
	Iteration 60F: 3 clusters Score -5374315 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -5374324.000000 Penalty: 5309.310547
	Iteration 61Q: 3 clusters Score -5374324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -5374326.000000 Penalty: 5309.310547
	Iteration 62Q: 3 clusters Score -5374326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -5374321.000000 Penalty: 5309.310547
	Iteration 63Q: 3 clusters Score -5374321 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -5374317.000000 Penalty: 5309.310547
	Iteration 64Q: 3 clusters Score -5374317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -5374319.000000 Penalty: 5309.310547
	Iteration 65Q: 3 clusters Score -5374319 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -5374320.500000 Penalty: 5309.310547
	Iteration 66Q: 3 clusters Score -5374320 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -5374325.500000 Penalty: 5309.310547
	Iteration 67Q: 3 clusters Score -5374326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -5374333.000000 Penalty: 5309.310547
	Iteration 68Q: 3 clusters Score -5374333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -5374337.500000 Penalty: 5309.310547
	Iteration 69Q: 3 clusters Score -5374338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -5374333.500000 Penalty: 5309.310547
	Iteration 70Q: 3 clusters Score -5374334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -5374339.000000 Penalty: 5309.310547
	Iteration 71Q: 3 clusters Score -5374339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -5374343.500000 Penalty: 5309.310547
	Iteration 72Q: 3 clusters Score -5374344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -5374348.000000 Penalty: 5309.310547
	Iteration 73Q: 3 clusters Score -5374348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -5374349.000000 Penalty: 5309.310547
	Iteration 74Q: 3 clusters Score -5374349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -5374355.000000 Penalty: 5309.310547
	Iteration 75Q: 3 clusters Score -5374355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -5374356.500000 Penalty: 5309.310547
	Iteration 76Q: 3 clusters Score -5374356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -5374361.000000 Penalty: 5309.310547
	Iteration 77Q: 3 clusters Score -5374361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -5374357.000000 Penalty: 5309.310547
	Iteration 78Q: 3 clusters Score -5374357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -5374361.000000 Penalty: 5309.310547
	Iteration 79Q: 3 clusters Score -5374361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -5374354.500000 Penalty: 5309.310547
	Iteration 80F: 3 clusters Score -5374354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -5374356.500000 Penalty: 5309.310547
	Iteration 81Q: 3 clusters Score -5374356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -5374350.000000 Penalty: 5309.310547
	Iteration 82Q: 3 clusters Score -5374350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -5374355.000000 Penalty: 5309.310547
	Iteration 83Q: 3 clusters Score -5374355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -5374345.500000 Penalty: 5309.310547
	Iteration 84Q: 3 clusters Score -5374346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -5374353.500000 Penalty: 5309.310547
	Iteration 85Q: 3 clusters Score -5374354 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -5374368.000000 Penalty: 5309.310547
	Iteration 86Q: 3 clusters Score -5374368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -5374375.500000 Penalty: 5309.310547
	Iteration 87Q: 3 clusters Score -5374376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -5374367.500000 Penalty: 5309.310547
	Iteration 88Q: 3 clusters Score -5374368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -5374367.000000 Penalty: 5309.310547
	Iteration 89Q: 3 clusters Score -5374367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -5374364.500000 Penalty: 5309.310547
	Iteration 90Q: 3 clusters Score -5374364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -5374367.000000 Penalty: 5309.310547
	Iteration 91Q: 3 clusters Score -5374367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -5374369.000000 Penalty: 5309.310547
	Iteration 92Q: 3 clusters Score -5374369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -5374354.500000 Penalty: 5309.310547
	Iteration 93Q: 3 clusters Score -5374354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -5374364.000000 Penalty: 5309.310547
	Iteration 94Q: 3 clusters Score -5374364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -5374369.500000 Penalty: 5309.310547
	Iteration 95Q: 3 clusters Score -5374370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -5374379.000000 Penalty: 5309.310547
	Iteration 96Q: 3 clusters Score -5374379 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -5374374.500000 Penalty: 5309.310547
	Iteration 97Q: 3 clusters Score -5374374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -5374380.000000 Penalty: 5309.310547
	Iteration 98Q: 3 clusters Score -5374380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5374382.500000 Penalty: 5309.310547
	Iteration 99Q: 3 clusters Score -5374382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -5374381.000000 Penalty: 5309.310547
	Iteration 100F: 3 clusters Score -5374381 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -5374389.500000 Penalty: 5309.310547
	Iteration 101Q: 3 clusters Score -5374390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -5374394.500000 Penalty: 5309.310547
	Iteration 102Q: 3 clusters Score -5374394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -5374395.000000 Penalty: 5309.310547
	Iteration 103Q: 3 clusters Score -5374395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -5374399.500000 Penalty: 5309.310547
	Iteration 104Q: 3 clusters Score -5374400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -5374405.500000 Penalty: 5309.310547
	Iteration 105Q: 3 clusters Score -5374406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -5374410.500000 Penalty: 5309.310547
	Iteration 106Q: 3 clusters Score -5374410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -5374409.000000 Penalty: 5309.310547
	Iteration 107Q: 3 clusters Score -5374409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -5374398.000000 Penalty: 5309.310547
	Iteration 108Q: 3 clusters Score -5374398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -5374399.500000 Penalty: 5309.310547
	Iteration 109Q: 3 clusters Score -5374400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5374391.000000 Penalty: 5309.310547
	Iteration 110Q: 3 clusters Score -5374391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -5374392.000000 Penalty: 5309.310547
	Iteration 111Q: 3 clusters Score -5374392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -5374394.500000 Penalty: 5309.310547
	Iteration 112Q: 3 clusters Score -5374394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -5374409.000000 Penalty: 5309.310547
	Iteration 113Q: 3 clusters Score -5374409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -5374397.000000 Penalty: 5309.310547
	Iteration 114Q: 3 clusters Score -5374397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -5374400.500000 Penalty: 5309.310547
	Iteration 115Q: 3 clusters Score -5374400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -5374400.500000 Penalty: 5309.310547
	Iteration 116Q: 3 clusters Score -5374400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5374403.000000 Penalty: 5309.310547
	Iteration 117Q: 3 clusters Score -5374403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -5374406.000000 Penalty: 5309.310547
	Iteration 118Q: 3 clusters Score -5374406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -5374413.500000 Penalty: 5309.310547
	Iteration 119Q: 3 clusters Score -5374414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -5374418.500000 Penalty: 5309.310547
	Iteration 120F: 3 clusters Score -5374418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -5374422.000000 Penalty: 5309.310547
	Iteration 121Q: 3 clusters Score -5374422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -5374424.000000 Penalty: 5309.310547
	Iteration 122Q: 3 clusters Score -5374424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -5374425.000000 Penalty: 5309.310547
	Iteration 123Q: 3 clusters Score -5374425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -5374431.500000 Penalty: 5309.310547
	Iteration 124Q: 3 clusters Score -5374432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -5374433.500000 Penalty: 5309.310547
	Iteration 125Q: 3 clusters Score -5374434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -5374449.500000 Penalty: 5309.310547
	Iteration 126Q: 3 clusters Score -5374450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -5374461.500000 Penalty: 5309.310547
	Iteration 127Q: 3 clusters Score -5374462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -5374455.000000 Penalty: 5309.310547
	Iteration 128Q: 3 clusters Score -5374455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -5374448.000000 Penalty: 5309.310547
	Iteration 129Q: 3 clusters Score -5374448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -5374454.500000 Penalty: 5309.310547
	Iteration 130Q: 3 clusters Score -5374454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -5374469.500000 Penalty: 5309.310547
	Iteration 131Q: 3 clusters Score -5374470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -5374479.000000 Penalty: 5309.310547
	Iteration 132Q: 3 clusters Score -5374479 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5374479.500000 Penalty: 5309.310547
	Iteration 133Q: 3 clusters Score -5374480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -5374486.000000 Penalty: 5309.310547
	Iteration 134Q: 3 clusters Score -5374486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -5374500.500000 Penalty: 5309.310547
	Iteration 135Q: 3 clusters Score -5374500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -5374526.500000 Penalty: 5309.310547
	Iteration 136Q: 3 clusters Score -5374526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -5374528.500000 Penalty: 5309.310547
	Iteration 137Q: 3 clusters Score -5374528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -5374528.000000 Penalty: 5309.310547
	Iteration 138Q: 3 clusters Score -5374528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -5374533.000000 Penalty: 5309.310547
	Iteration 139Q: 3 clusters Score -5374533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -5374526.000000 Penalty: 5309.310547
	Iteration 140F: 3 clusters Score -5374526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -5374534.500000 Penalty: 5309.310547
	Iteration 141Q: 3 clusters Score -5374534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -5374532.500000 Penalty: 5309.310547
	Iteration 142Q: 3 clusters Score -5374532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -5374534.000000 Penalty: 5309.310547
	Iteration 143Q: 3 clusters Score -5374534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -5374541.500000 Penalty: 5309.310547
	Iteration 144Q: 3 clusters Score -5374542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -5374536.500000 Penalty: 5309.310547
	Iteration 145Q: 3 clusters Score -5374536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -5374529.000000 Penalty: 5309.310547
	Iteration 146Q: 3 clusters Score -5374529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -5374528.500000 Penalty: 5309.310547
	Iteration 147Q: 3 clusters Score -5374528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5374534.000000 Penalty: 5309.310547
	Iteration 148Q: 3 clusters Score -5374534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -5374530.000000 Penalty: 5309.310547
	Iteration 149Q: 3 clusters Score -5374530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -5374534.000000 Penalty: 5309.310547
	Iteration 150Q: 3 clusters Score -5374534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -5374527.000000 Penalty: 5309.310547
	Iteration 151Q: 3 clusters Score -5374527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -5374518.000000 Penalty: 5309.310547
	Iteration 152Q: 3 clusters Score -5374518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -5374517.000000 Penalty: 5309.310547
	Iteration 153Q: 3 clusters Score -5374517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -5374514.500000 Penalty: 5309.310547
	Iteration 154Q: 3 clusters Score -5374514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -5374516.500000 Penalty: 5309.310547
	Iteration 155Q: 3 clusters Score -5374516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -5374518.000000 Penalty: 5309.310547
	Iteration 156Q: 3 clusters Score -5374518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -5374521.500000 Penalty: 5309.310547
	Iteration 157Q: 3 clusters Score -5374522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -5374521.500000 Penalty: 5309.310547
	Iteration 158F: 3 clusters Score -5374522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 3331 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10520 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69442 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10115 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3705 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6875 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33472 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 41214 members 
Entering Unmasked Estep 
Score: -154542768.000000 Penalty: 293480.187500
Splitting cluster 3 changes total score from -154543456.000000 to -154542768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (22589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Entering Unmasked Estep 
Score: -2713031.000000 Penalty: 2486.254150
	Iteration 0F: 2 clusters Score -2713031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2697303.750000 Penalty: 4972.508301
	Iteration 0F: 3 clusters Score -2697304 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2702943.500000 Penalty: 4972.508301
	Iteration 1F: 3 clusters Score -2702944 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2703578.500000 Penalty: 4972.508301
	Iteration 2F: 3 clusters Score -2703578 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2704309.250000 Penalty: 4972.508301
	Iteration 3F: 3 clusters Score -2704309 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2705119.000000 Penalty: 4972.508301
	Iteration 4F: 3 clusters Score -2705119 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2706079.750000 Penalty: 4972.508301
	Iteration 5F: 3 clusters Score -2706080 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2707077.250000 Penalty: 4972.508301
	Iteration 6F: 3 clusters Score -2707077 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2707954.750000 Penalty: 4972.508301
	Iteration 7F: 3 clusters Score -2707955 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2708722.250000 Penalty: 4972.508301
	Iteration 8Q: 3 clusters Score -2708722 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2709423.500000 Penalty: 4972.508301
	Iteration 9Q: 3 clusters Score -2709424 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2710045.000000 Penalty: 4972.508301
	Iteration 10Q: 3 clusters Score -2710045 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2710640.500000 Penalty: 4972.508301
	Iteration 11Q: 3 clusters Score -2710640 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2711282.500000 Penalty: 4972.508301
	Iteration 12Q: 3 clusters Score -2711282 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2711846.000000 Penalty: 4972.508301
	Iteration 13Q: 3 clusters Score -2711846 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2712222.250000 Penalty: 4972.508301
	Iteration 14Q: 3 clusters Score -2712222 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2712419.250000 Penalty: 4972.508301
	Iteration 15Q: 3 clusters Score -2712419 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2712532.000000 Penalty: 4972.508301
	Iteration 16Q: 3 clusters Score -2712532 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2712592.250000 Penalty: 4972.508301
	Iteration 17Q: 3 clusters Score -2712592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2712623.250000 Penalty: 4972.508301
	Iteration 18Q: 3 clusters Score -2712623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2712626.250000 Penalty: 4972.508301
	Iteration 19Q: 3 clusters Score -2712626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2712641.000000 Penalty: 4972.508301
	Iteration 20F: 3 clusters Score -2712641 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2712654.000000 Penalty: 4972.508301
	Iteration 21Q: 3 clusters Score -2712654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2712654.750000 Penalty: 4972.508301
	Iteration 22Q: 3 clusters Score -2712655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2712657.750000 Penalty: 4972.508301
	Iteration 23Q: 3 clusters Score -2712658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2712656.750000 Penalty: 4972.508301
	Iteration 24Q: 3 clusters Score -2712657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2712657.500000 Penalty: 4972.508301
	Iteration 25Q: 3 clusters Score -2712658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2712657.500000 Penalty: 4972.508301
	Iteration 26Q: 3 clusters Score -2712658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2712658.750000 Penalty: 4972.508301
	Iteration 27Q: 3 clusters Score -2712659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2712656.500000 Penalty: 4972.508301
	Iteration 28Q: 3 clusters Score -2712656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2712661.000000 Penalty: 4972.508301
	Iteration 29Q: 3 clusters Score -2712661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2712661.250000 Penalty: 4972.508301
	Iteration 30Q: 3 clusters Score -2712661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2712661.000000 Penalty: 4972.508301
	Iteration 31Q: 3 clusters Score -2712661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2712662.000000 Penalty: 4972.508301
	Iteration 32Q: 3 clusters Score -2712662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2712661.500000 Penalty: 4972.508301
	Iteration 33Q: 3 clusters Score -2712662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2712663.250000 Penalty: 4972.508301
	Iteration 34Q: 3 clusters Score -2712663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2712663.250000 Penalty: 4972.508301
	Iteration 35F: 3 clusters Score -2712663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Entering Unmasked Estep 
Score: -727030.062500 Penalty: 2169.500977
	Iteration 0F: 2 clusters Score -727030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -721744.312500 Penalty: 4339.001953
	Iteration 0F: 3 clusters Score -721744.3 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -723158.187500 Penalty: 4339.001953
	Iteration 1F: 3 clusters Score -723158.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -723399.750000 Penalty: 4339.001953
	Iteration 2F: 3 clusters Score -723399.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -723605.562500 Penalty: 4339.001953
	Iteration 3F: 3 clusters Score -723605.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -723804.875000 Penalty: 4339.001953
	Iteration 4Q: 3 clusters Score -723804.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -723997.812500 Penalty: 4339.001953
	Iteration 5Q: 3 clusters Score -723997.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -724152.500000 Penalty: 4339.001953
	Iteration 6Q: 3 clusters Score -724152.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -724269.312500 Penalty: 4339.001953
	Iteration 7Q: 3 clusters Score -724269.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -724347.125000 Penalty: 4339.001953
	Iteration 8Q: 3 clusters Score -724347.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -724424.125000 Penalty: 4339.001953
	Iteration 9Q: 3 clusters Score -724424.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -724496.187500 Penalty: 4339.001953
	Iteration 10Q: 3 clusters Score -724496.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -724556.187500 Penalty: 4339.001953
	Iteration 11Q: 3 clusters Score -724556.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -724611.750000 Penalty: 4339.001953
	Iteration 12Q: 3 clusters Score -724611.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -724650.812500 Penalty: 4339.001953
	Iteration 13Q: 3 clusters Score -724650.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -724682.875000 Penalty: 4339.001953
	Iteration 14Q: 3 clusters Score -724682.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -724703.437500 Penalty: 4339.001953
	Iteration 15Q: 3 clusters Score -724703.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -724725.687500 Penalty: 4339.001953
	Iteration 16Q: 3 clusters Score -724725.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -724739.625000 Penalty: 4339.001953
	Iteration 17Q: 3 clusters Score -724739.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -724755.812500 Penalty: 4339.001953
	Iteration 18Q: 3 clusters Score -724755.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -724769.125000 Penalty: 4339.001953
	Iteration 19Q: 3 clusters Score -724769.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -724783.937500 Penalty: 4339.001953
	Iteration 20F: 3 clusters Score -724783.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -724800.562500 Penalty: 4339.001953
	Iteration 21Q: 3 clusters Score -724800.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -724811.812500 Penalty: 4339.001953
	Iteration 22Q: 3 clusters Score -724811.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -724820.062500 Penalty: 4339.001953
	Iteration 23Q: 3 clusters Score -724820.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -724833.187500 Penalty: 4339.001953
	Iteration 24Q: 3 clusters Score -724833.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -724848.875000 Penalty: 4339.001953
	Iteration 25Q: 3 clusters Score -724848.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -724861.875000 Penalty: 4339.001953
	Iteration 26Q: 3 clusters Score -724861.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -724879.187500 Penalty: 4339.001953
	Iteration 27Q: 3 clusters Score -724879.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -724894.687500 Penalty: 4339.001953
	Iteration 28Q: 3 clusters Score -724894.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -724919.312500 Penalty: 4339.001953
	Iteration 29Q: 3 clusters Score -724919.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -724941.812500 Penalty: 4339.001953
	Iteration 30Q: 3 clusters Score -724941.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -724968.000000 Penalty: 4339.001953
	Iteration 31Q: 3 clusters Score -724968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -724994.937500 Penalty: 4339.001953
	Iteration 32Q: 3 clusters Score -724994.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -725016.812500 Penalty: 4339.001953
	Iteration 33Q: 3 clusters Score -725016.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -725027.875000 Penalty: 4339.001953
	Iteration 34Q: 3 clusters Score -725027.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -725043.375000 Penalty: 4339.001953
	Iteration 35Q: 3 clusters Score -725043.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -725063.875000 Penalty: 4339.001953
	Iteration 36Q: 3 clusters Score -725063.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -725085.062500 Penalty: 4339.001953
	Iteration 37Q: 3 clusters Score -725085.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -725109.187500 Penalty: 4339.001953
	Iteration 38Q: 3 clusters Score -725109.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -725141.125000 Penalty: 4339.001953
	Iteration 39Q: 3 clusters Score -725141.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -725173.125000 Penalty: 4339.001953
	Iteration 40F: 3 clusters Score -725173.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -725201.000000 Penalty: 4339.001953
	Iteration 41Q: 3 clusters Score -725201 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -725229.312500 Penalty: 4339.001953
	Iteration 42Q: 3 clusters Score -725229.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -725256.312500 Penalty: 4339.001953
	Iteration 43Q: 3 clusters Score -725256.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -725288.500000 Penalty: 4339.001953
	Iteration 44Q: 3 clusters Score -725288.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -725324.500000 Penalty: 4339.001953
	Iteration 45Q: 3 clusters Score -725324.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -725358.625000 Penalty: 4339.001953
	Iteration 46Q: 3 clusters Score -725358.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -725398.812500 Penalty: 4339.001953
	Iteration 47Q: 3 clusters Score -725398.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -725431.187500 Penalty: 4339.001953
	Iteration 48Q: 3 clusters Score -725431.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -725447.812500 Penalty: 4339.001953
	Iteration 49Q: 3 clusters Score -725447.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -725459.125000 Penalty: 4339.001953
	Iteration 50Q: 3 clusters Score -725459.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -725464.937500 Penalty: 4339.001953
	Iteration 51Q: 3 clusters Score -725464.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -725472.875000 Penalty: 4339.001953
	Iteration 52Q: 3 clusters Score -725472.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -725480.750000 Penalty: 4339.001953
	Iteration 53Q: 3 clusters Score -725480.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -725487.625000 Penalty: 4339.001953
	Iteration 54Q: 3 clusters Score -725487.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -725492.187500 Penalty: 4339.001953
	Iteration 55Q: 3 clusters Score -725492.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -725503.250000 Penalty: 4339.001953
	Iteration 56Q: 3 clusters Score -725503.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -725506.000000 Penalty: 4339.001953
	Iteration 57Q: 3 clusters Score -725506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -725510.125000 Penalty: 4339.001953
	Iteration 58Q: 3 clusters Score -725510.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -725512.375000 Penalty: 4339.001953
	Iteration 59Q: 3 clusters Score -725512.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -725515.250000 Penalty: 4339.001953
	Iteration 60F: 3 clusters Score -725515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -725519.250000 Penalty: 4339.001953
	Iteration 61Q: 3 clusters Score -725519.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -725522.687500 Penalty: 4339.001953
	Iteration 62Q: 3 clusters Score -725522.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -725530.812500 Penalty: 4339.001953
	Iteration 63Q: 3 clusters Score -725530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -725533.500000 Penalty: 4339.001953
	Iteration 64Q: 3 clusters Score -725533.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -725542.312500 Penalty: 4339.001953
	Iteration 65Q: 3 clusters Score -725542.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -725549.875000 Penalty: 4339.001953
	Iteration 66Q: 3 clusters Score -725549.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -725557.500000 Penalty: 4339.001953
	Iteration 67Q: 3 clusters Score -725557.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -725562.750000 Penalty: 4339.001953
	Iteration 68Q: 3 clusters Score -725562.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -725568.500000 Penalty: 4339.001953
	Iteration 69Q: 3 clusters Score -725568.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -725572.437500 Penalty: 4339.001953
	Iteration 70Q: 3 clusters Score -725572.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -725577.437500 Penalty: 4339.001953
	Iteration 71Q: 3 clusters Score -725577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -725581.000000 Penalty: 4339.001953
	Iteration 72Q: 3 clusters Score -725581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -725587.500000 Penalty: 4339.001953
	Iteration 73Q: 3 clusters Score -725587.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -725591.750000 Penalty: 4339.001953
	Iteration 74Q: 3 clusters Score -725591.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -725593.250000 Penalty: 4339.001953
	Iteration 75Q: 3 clusters Score -725593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -725593.562500 Penalty: 4339.001953
	Iteration 76Q: 3 clusters Score -725593.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -725593.562500 Penalty: 4339.001953
	Iteration 77F: 3 clusters Score -725593.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -264742.187500 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -264742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -261785.031250 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -261785 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -262478.281250 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -262478.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -262651.031250 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -262651 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -262733.093750 Penalty: 3902.464111
	Iteration 3Q: 3 clusters Score -262733.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -262796.000000 Penalty: 3902.464111
	Iteration 4Q: 3 clusters Score -262796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -262855.375000 Penalty: 3902.464111
	Iteration 5Q: 3 clusters Score -262855.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -262920.968750 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -262921 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -262995.187500 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -262995.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -263059.062500 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -263059.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -263115.312500 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -263115.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -263169.218750 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -263169.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -263236.406250 Penalty: 3902.464111
	Iteration 11Q: 3 clusters Score -263236.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -263301.312500 Penalty: 3902.464111
	Iteration 12Q: 3 clusters Score -263301.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -263371.656250 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -263371.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -263439.656250 Penalty: 3902.464111
	Iteration 14Q: 3 clusters Score -263439.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -263507.250000 Penalty: 3902.464111
	Iteration 15Q: 3 clusters Score -263507.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -263553.312500 Penalty: 3902.464111
	Iteration 16Q: 3 clusters Score -263553.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -263584.250000 Penalty: 3902.464111
	Iteration 17Q: 3 clusters Score -263584.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -263611.937500 Penalty: 3902.464111
	Iteration 18Q: 3 clusters Score -263611.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -263646.968750 Penalty: 3902.464111
	Iteration 19Q: 3 clusters Score -263647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -263711.468750 Penalty: 3902.464111
	Iteration 20F: 3 clusters Score -263711.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -263763.281250 Penalty: 3902.464111
	Iteration 21Q: 3 clusters Score -263763.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -263796.375000 Penalty: 3902.464111
	Iteration 22Q: 3 clusters Score -263796.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -263814.562500 Penalty: 3902.464111
	Iteration 23Q: 3 clusters Score -263814.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -263829.437500 Penalty: 3902.464111
	Iteration 24Q: 3 clusters Score -263829.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -263841.437500 Penalty: 3902.464111
	Iteration 25Q: 3 clusters Score -263841.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -263848.281250 Penalty: 3902.464111
	Iteration 26Q: 3 clusters Score -263848.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -263853.718750 Penalty: 3902.464111
	Iteration 27Q: 3 clusters Score -263853.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -263858.250000 Penalty: 3902.464111
	Iteration 28Q: 3 clusters Score -263858.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -263863.250000 Penalty: 3902.464111
	Iteration 29Q: 3 clusters Score -263863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -263864.656250 Penalty: 3902.464111
	Iteration 30Q: 3 clusters Score -263864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -263865.312500 Penalty: 3902.464111
	Iteration 31Q: 3 clusters Score -263865.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -263865.312500 Penalty: 3902.464111
	Iteration 32F: 3 clusters Score -263865.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Entering Unmasked Estep 
Score: -3946871.500000 Penalty: 2576.707275
	Iteration 0F: 2 clusters Score -3946872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3924628.750000 Penalty: 5153.414551
	Iteration 0F: 3 clusters Score -3924629 nChanged 14835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3932717.500000 Penalty: 5153.414551
	Iteration 1F: 3 clusters Score -3932718 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3933409.500000 Penalty: 5153.414551
	Iteration 2F: 3 clusters Score -3933410 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3934204.750000 Penalty: 5153.414551
	Iteration 3Q: 3 clusters Score -3934205 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3935309.500000 Penalty: 5153.414551
	Iteration 4F: 3 clusters Score -3935310 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3936538.500000 Penalty: 5153.414551
	Iteration 5F: 3 clusters Score -3936538 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3937721.500000 Penalty: 5153.414551
	Iteration 6F: 3 clusters Score -3937722 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3938694.500000 Penalty: 5153.414551
	Iteration 7F: 3 clusters Score -3938694 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3939399.500000 Penalty: 5153.414551
	Iteration 8Q: 3 clusters Score -3939400 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3939981.000000 Penalty: 5153.414551
	Iteration 9Q: 3 clusters Score -3939981 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3940417.750000 Penalty: 5153.414551
	Iteration 10Q: 3 clusters Score -3940418 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -3940788.000000 Penalty: 5153.414551
	Iteration 11Q: 3 clusters Score -3940788 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -3941084.750000 Penalty: 5153.414551
	Iteration 12Q: 3 clusters Score -3941085 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3941323.250000 Penalty: 5153.414551
	Iteration 13Q: 3 clusters Score -3941323 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3941520.500000 Penalty: 5153.414551
	Iteration 14Q: 3 clusters Score -3941520 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -3941662.750000 Penalty: 5153.414551
	Iteration 15Q: 3 clusters Score -3941663 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3941798.000000 Penalty: 5153.414551
	Iteration 16Q: 3 clusters Score -3941798 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3941902.250000 Penalty: 5153.414551
	Iteration 17Q: 3 clusters Score -3941902 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3941985.000000 Penalty: 5153.414551
	Iteration 18Q: 3 clusters Score -3941985 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3942068.750000 Penalty: 5153.414551
	Iteration 19Q: 3 clusters Score -3942069 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -3942178.500000 Penalty: 5153.414551
	Iteration 20F: 3 clusters Score -3942178 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3942273.500000 Penalty: 5153.414551
	Iteration 21Q: 3 clusters Score -3942274 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3942376.750000 Penalty: 5153.414551
	Iteration 22Q: 3 clusters Score -3942377 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3942477.500000 Penalty: 5153.414551
	Iteration 23Q: 3 clusters Score -3942478 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3942592.000000 Penalty: 5153.414551
	Iteration 24Q: 3 clusters Score -3942592 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -3942706.500000 Penalty: 5153.414551
	Iteration 25Q: 3 clusters Score -3942706 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3942839.000000 Penalty: 5153.414551
	Iteration 26Q: 3 clusters Score -3942839 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3942973.250000 Penalty: 5153.414551
	Iteration 27Q: 3 clusters Score -3942973 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3943073.000000 Penalty: 5153.414551
	Iteration 28Q: 3 clusters Score -3943073 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -3943202.000000 Penalty: 5153.414551
	Iteration 29Q: 3 clusters Score -3943202 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3943307.500000 Penalty: 5153.414551
	Iteration 30Q: 3 clusters Score -3943308 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3943436.500000 Penalty: 5153.414551
	Iteration 31Q: 3 clusters Score -3943436 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3943566.250000 Penalty: 5153.414551
	Iteration 32Q: 3 clusters Score -3943566 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3943690.000000 Penalty: 5153.414551
	Iteration 33Q: 3 clusters Score -3943690 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3943794.250000 Penalty: 5153.414551
	Iteration 34Q: 3 clusters Score -3943794 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3943918.750000 Penalty: 5153.414551
	Iteration 35Q: 3 clusters Score -3943919 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3944011.000000 Penalty: 5153.414551
	Iteration 36Q: 3 clusters Score -3944011 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3944090.500000 Penalty: 5153.414551
	Iteration 37Q: 3 clusters Score -3944090 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3944171.000000 Penalty: 5153.414551
	Iteration 38Q: 3 clusters Score -3944171 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3944237.750000 Penalty: 5153.414551
	Iteration 39Q: 3 clusters Score -3944238 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3944287.000000 Penalty: 5153.414551
	Iteration 40F: 3 clusters Score -3944287 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3944352.250000 Penalty: 5153.414551
	Iteration 41Q: 3 clusters Score -3944352 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3944389.750000 Penalty: 5153.414551
	Iteration 42Q: 3 clusters Score -3944390 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3944433.000000 Penalty: 5153.414551
	Iteration 43Q: 3 clusters Score -3944433 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3944458.750000 Penalty: 5153.414551
	Iteration 44Q: 3 clusters Score -3944459 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3944489.750000 Penalty: 5153.414551
	Iteration 45Q: 3 clusters Score -3944490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3944514.750000 Penalty: 5153.414551
	Iteration 46Q: 3 clusters Score -3944515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3944539.750000 Penalty: 5153.414551
	Iteration 47Q: 3 clusters Score -3944540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3944557.000000 Penalty: 5153.414551
	Iteration 48Q: 3 clusters Score -3944557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3944558.500000 Penalty: 5153.414551
	Iteration 49Q: 3 clusters Score -3944558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3944585.250000 Penalty: 5153.414551
	Iteration 50Q: 3 clusters Score -3944585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3944593.750000 Penalty: 5153.414551
	Iteration 51Q: 3 clusters Score -3944594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3944612.500000 Penalty: 5153.414551
	Iteration 52Q: 3 clusters Score -3944612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3944624.500000 Penalty: 5153.414551
	Iteration 53Q: 3 clusters Score -3944624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3944635.000000 Penalty: 5153.414551
	Iteration 54Q: 3 clusters Score -3944635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3944649.250000 Penalty: 5153.414551
	Iteration 55Q: 3 clusters Score -3944649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3944658.250000 Penalty: 5153.414551
	Iteration 56Q: 3 clusters Score -3944658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3944659.000000 Penalty: 5153.414551
	Iteration 57Q: 3 clusters Score -3944659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3944663.000000 Penalty: 5153.414551
	Iteration 58Q: 3 clusters Score -3944663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3944674.000000 Penalty: 5153.414551
	Iteration 59Q: 3 clusters Score -3944674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3944684.250000 Penalty: 5153.414551
	Iteration 60F: 3 clusters Score -3944684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3944688.250000 Penalty: 5153.414551
	Iteration 61Q: 3 clusters Score -3944688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3944703.750000 Penalty: 5153.414551
	Iteration 62Q: 3 clusters Score -3944704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3944702.250000 Penalty: 5153.414551
	Iteration 63Q: 3 clusters Score -3944702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3944707.750000 Penalty: 5153.414551
	Iteration 64Q: 3 clusters Score -3944708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3944704.750000 Penalty: 5153.414551
	Iteration 65Q: 3 clusters Score -3944705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3944710.500000 Penalty: 5153.414551
	Iteration 66Q: 3 clusters Score -3944710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3944720.250000 Penalty: 5153.414551
	Iteration 67Q: 3 clusters Score -3944720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3944721.500000 Penalty: 5153.414551
	Iteration 68Q: 3 clusters Score -3944722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3944727.250000 Penalty: 5153.414551
	Iteration 69Q: 3 clusters Score -3944727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3944731.500000 Penalty: 5153.414551
	Iteration 70Q: 3 clusters Score -3944732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3944731.750000 Penalty: 5153.414551
	Iteration 71Q: 3 clusters Score -3944732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3944733.500000 Penalty: 5153.414551
	Iteration 72Q: 3 clusters Score -3944734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3944738.750000 Penalty: 5153.414551
	Iteration 73Q: 3 clusters Score -3944739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3944740.000000 Penalty: 5153.414551
	Iteration 74Q: 3 clusters Score -3944740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3944740.000000 Penalty: 5153.414551
	Iteration 75F: 3 clusters Score -3944740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (136497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136497 members 
Entering Unmasked Estep 
Score: -16564025.000000 Penalty: 2932.366211
	Iteration 0F: 2 clusters Score -1.656402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -16472824.000000 Penalty: 5864.732422
	Iteration 0F: 3 clusters Score -1.647282e+07 nChanged 65148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -16510397.000000 Penalty: 5864.732422
	Iteration 1F: 3 clusters Score -1.65104e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66311 members 
Mstep: Class 2 contains 70186 members 
Entering Unmasked Estep 
Score: -16511376.000000 Penalty: 5864.732422
	Iteration 2Q: 3 clusters Score -1.651138e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -16512304.000000 Penalty: 5864.732422
	Iteration 3Q: 3 clusters Score -1.65123e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -16513685.000000 Penalty: 5864.732422
	Iteration 4Q: 3 clusters Score -1.651368e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 73689 members 
Entering Unmasked Estep 
Score: -16515226.000000 Penalty: 5864.732422
	Iteration 5Q: 3 clusters Score -1.651523e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -16517210.000000 Penalty: 5864.732422
	Iteration 6Q: 3 clusters Score -1.651721e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 78826 members 
Entering Unmasked Estep 
Score: -16519778.000000 Penalty: 5864.732422
	Iteration 7Q: 3 clusters Score -1.651978e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 82780 members 
Entering Unmasked Estep 
Score: -16523041.000000 Penalty: 5864.732422
	Iteration 8Q: 3 clusters Score -1.652304e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -16527423.000000 Penalty: 5864.732422
	Iteration 9F: 3 clusters Score -1.652742e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 92904 members 
Entering Unmasked Estep 
Score: -16532545.000000 Penalty: 5864.732422
	Iteration 10F: 3 clusters Score -1.653254e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 97951 members 
Entering Unmasked Estep 
Score: -16537371.000000 Penalty: 5864.732422
	Iteration 11F: 3 clusters Score -1.653737e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 102265 members 
Entering Unmasked Estep 
Score: -16541110.000000 Penalty: 5864.732422
	Iteration 12Q: 3 clusters Score -1.654111e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 105876 members 
Entering Unmasked Estep 
Score: -16543707.000000 Penalty: 5864.732422
	Iteration 13Q: 3 clusters Score -1.654371e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 109165 members 
Entering Unmasked Estep 
Score: -16545601.000000 Penalty: 5864.732422
	Iteration 14Q: 3 clusters Score -1.65456e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -16547232.000000 Penalty: 5864.732422
	Iteration 15Q: 3 clusters Score -1.654723e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 115177 members 
Entering Unmasked Estep 
Score: -16548630.000000 Penalty: 5864.732422
	Iteration 16Q: 3 clusters Score -1.654863e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 118027 members 
Entering Unmasked Estep 
Score: -16550118.000000 Penalty: 5864.732422
	Iteration 17Q: 3 clusters Score -1.655012e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 120836 members 
Entering Unmasked Estep 
Score: -16551684.000000 Penalty: 5864.732422
	Iteration 18Q: 3 clusters Score -1.655168e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 123576 members 
Entering Unmasked Estep 
Score: -16553241.000000 Penalty: 5864.732422
	Iteration 19Q: 3 clusters Score -1.655324e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 126160 members 
Entering Unmasked Estep 
Score: -16554806.000000 Penalty: 5864.732422
	Iteration 20F: 3 clusters Score -1.655481e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 128554 members 
Entering Unmasked Estep 
Score: -16556447.000000 Penalty: 5864.732422
	Iteration 21Q: 3 clusters Score -1.655645e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 130629 members 
Entering Unmasked Estep 
Score: -16557959.000000 Penalty: 5864.732422
	Iteration 22Q: 3 clusters Score -1.655796e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 132302 members 
Entering Unmasked Estep 
Score: -16559342.000000 Penalty: 5864.732422
	Iteration 23Q: 3 clusters Score -1.655934e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 133425 members 
Entering Unmasked Estep 
Score: -16560197.000000 Penalty: 5864.732422
	Iteration 24Q: 3 clusters Score -1.65602e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 134155 members 
Entering Unmasked Estep 
Score: -16560696.000000 Penalty: 5864.732422
	Iteration 25Q: 3 clusters Score -1.65607e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 134616 members 
Entering Unmasked Estep 
Score: -16561069.000000 Penalty: 5864.732422
	Iteration 26Q: 3 clusters Score -1.656107e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 134900 members 
Entering Unmasked Estep 
Score: -16561257.000000 Penalty: 5864.732422
	Iteration 27Q: 3 clusters Score -1.656126e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 135060 members 
Entering Unmasked Estep 
Score: -16561337.000000 Penalty: 5864.732422
	Iteration 28Q: 3 clusters Score -1.656134e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 135178 members 
Entering Unmasked Estep 
Score: -16561470.000000 Penalty: 5864.732422
	Iteration 29Q: 3 clusters Score -1.656147e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 135249 members 
Entering Unmasked Estep 
Score: -16561522.000000 Penalty: 5864.732422
	Iteration 30Q: 3 clusters Score -1.656152e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 135301 members 
Entering Unmasked Estep 
Score: -16561566.000000 Penalty: 5864.732422
	Iteration 31Q: 3 clusters Score -1.656157e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 135343 members 
Entering Unmasked Estep 
Score: -16561580.000000 Penalty: 5864.732422
	Iteration 32Q: 3 clusters Score -1.656158e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 135382 members 
Entering Unmasked Estep 
Score: -16561618.000000 Penalty: 5864.732422
	Iteration 33Q: 3 clusters Score -1.656162e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 135423 members 
Entering Unmasked Estep 
Score: -16561643.000000 Penalty: 5864.732422
	Iteration 34Q: 3 clusters Score -1.656164e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 135450 members 
Entering Unmasked Estep 
Score: -16561651.000000 Penalty: 5864.732422
	Iteration 35Q: 3 clusters Score -1.656165e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 135477 members 
Entering Unmasked Estep 
Score: -16561704.000000 Penalty: 5864.732422
	Iteration 36Q: 3 clusters Score -1.65617e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 135500 members 
Entering Unmasked Estep 
Score: -16561720.000000 Penalty: 5864.732422
	Iteration 37Q: 3 clusters Score -1.656172e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 135513 members 
Entering Unmasked Estep 
Score: -16561722.000000 Penalty: 5864.732422
	Iteration 38Q: 3 clusters Score -1.656172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 135520 members 
Entering Unmasked Estep 
Score: -16561729.000000 Penalty: 5864.732422
	Iteration 39Q: 3 clusters Score -1.656173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 135527 members 
Entering Unmasked Estep 
Score: -16561736.000000 Penalty: 5864.732422
	Iteration 40F: 3 clusters Score -1.656174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 135531 members 
Entering Unmasked Estep 
Score: -16561744.000000 Penalty: 5864.732422
	Iteration 41Q: 3 clusters Score -1.656174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 135541 members 
Entering Unmasked Estep 
Score: -16561757.000000 Penalty: 5864.732422
	Iteration 42Q: 3 clusters Score -1.656176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 135551 members 
Entering Unmasked Estep 
Score: -16561765.000000 Penalty: 5864.732422
	Iteration 43Q: 3 clusters Score -1.656176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 135560 members 
Entering Unmasked Estep 
Score: -16561770.000000 Penalty: 5864.732422
	Iteration 44Q: 3 clusters Score -1.656177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 135569 members 
Entering Unmasked Estep 
Score: -16561757.000000 Penalty: 5864.732422
	Iteration 45Q: 3 clusters Score -1.656176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 135575 members 
Entering Unmasked Estep 
Score: -16561773.000000 Penalty: 5864.732422
	Iteration 46Q: 3 clusters Score -1.656177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 135578 members 
Entering Unmasked Estep 
Score: -16561758.000000 Penalty: 5864.732422
	Iteration 47Q: 3 clusters Score -1.656176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 135583 members 
Entering Unmasked Estep 
Score: -16561764.000000 Penalty: 5864.732422
	Iteration 48Q: 3 clusters Score -1.656176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 135587 members 
Entering Unmasked Estep 
Score: -16561771.000000 Penalty: 5864.732422
	Iteration 49Q: 3 clusters Score -1.656177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 135591 members 
Entering Unmasked Estep 
Score: -16561776.000000 Penalty: 5864.732422
	Iteration 50Q: 3 clusters Score -1.656178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 135594 members 
Entering Unmasked Estep 
Score: -16561773.000000 Penalty: 5864.732422
	Iteration 51Q: 3 clusters Score -1.656177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 135595 members 
Entering Unmasked Estep 
Score: -16561766.000000 Penalty: 5864.732422
	Iteration 52Q: 3 clusters Score -1.656177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 135596 members 
Entering Unmasked Estep 
Score: -16561773.000000 Penalty: 5864.732422
	Iteration 53Q: 3 clusters Score -1.656177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 135598 members 
Entering Unmasked Estep 
Score: -16561775.000000 Penalty: 5864.732422
	Iteration 54Q: 3 clusters Score -1.656178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 135602 members 
Entering Unmasked Estep 
Score: -16561772.000000 Penalty: 5864.732422
	Iteration 55Q: 3 clusters Score -1.656177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 135604 members 
Entering Unmasked Estep 
Score: -16561772.000000 Penalty: 5864.732422
	Iteration 56Q: 3 clusters Score -1.656177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 135604 members 
Entering Unmasked Estep 
Score: -16561769.000000 Penalty: 5864.732422
	Iteration 57Q: 3 clusters Score -1.656177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 135607 members 
Entering Unmasked Estep 
Score: -16561771.000000 Penalty: 5864.732422
	Iteration 58Q: 3 clusters Score -1.656177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 135611 members 
Entering Unmasked Estep 
Score: -16561778.000000 Penalty: 5864.732422
	Iteration 59Q: 3 clusters Score -1.656178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 135617 members 
Entering Unmasked Estep 
Score: -16561770.000000 Penalty: 5864.732422
	Iteration 60F: 3 clusters Score -1.656177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 135623 members 
Entering Unmasked Estep 
Score: -16561789.000000 Penalty: 5864.732422
	Iteration 61Q: 3 clusters Score -1.656179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 135625 members 
Entering Unmasked Estep 
Score: -16561779.000000 Penalty: 5864.732422
	Iteration 62Q: 3 clusters Score -1.656178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 135627 members 
Entering Unmasked Estep 
Score: -16561778.000000 Penalty: 5864.732422
	Iteration 63Q: 3 clusters Score -1.656178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 135628 members 
Entering Unmasked Estep 
Score: -16561795.000000 Penalty: 5864.732422
	Iteration 64Q: 3 clusters Score -1.65618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 135630 members 
Entering Unmasked Estep 
Score: -16561791.000000 Penalty: 5864.732422
	Iteration 65Q: 3 clusters Score -1.656179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 135632 members 
Entering Unmasked Estep 
Score: -16561795.000000 Penalty: 5864.732422
	Iteration 66Q: 3 clusters Score -1.65618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 135632 members 
Entering Unmasked Estep 
Score: -16561795.000000 Penalty: 5864.732422
	Iteration 67F: 3 clusters Score -1.65618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -88249.546875 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -88249.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -86792.328125 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -86792.33 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87197.945312 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -87197.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87335.664062 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -87335.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87493.601562 Penalty: 3141.306641
	Iteration 3F: 3 clusters Score -87493.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -87595.148438 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -87595.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87651.585938 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -87651.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87693.109375 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -87693.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -87711.171875 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -87711.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87712.851562 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -87712.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87719.609375 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -87719.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87720.054688 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -87720.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87720.054688 Penalty: 3141.306641
	Iteration 11F: 3 clusters Score -87720.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Entering Unmasked Estep 
Score: -1336150.750000 Penalty: 2309.217529
	Iteration 0F: 2 clusters Score -1336151 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 5443 members 
Entering Unmasked Estep 
Score: -1327773.125000 Penalty: 4618.435059
	Iteration 0F: 3 clusters Score -1327773 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1330331.125000 Penalty: 4618.435059
	Iteration 1F: 3 clusters Score -1330331 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1330692.375000 Penalty: 4618.435059
	Iteration 2F: 3 clusters Score -1330692 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1330969.625000 Penalty: 4618.435059
	Iteration 3F: 3 clusters Score -1330970 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1331232.000000 Penalty: 4618.435059
	Iteration 4Q: 3 clusters Score -1331232 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1331519.750000 Penalty: 4618.435059
	Iteration 5Q: 3 clusters Score -1331520 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1331834.125000 Penalty: 4618.435059
	Iteration 6Q: 3 clusters Score -1331834 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1332183.250000 Penalty: 4618.435059
	Iteration 7Q: 3 clusters Score -1332183 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1332567.125000 Penalty: 4618.435059
	Iteration 8Q: 3 clusters Score -1332567 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1332922.000000 Penalty: 4618.435059
	Iteration 9Q: 3 clusters Score -1332922 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1333184.375000 Penalty: 4618.435059
	Iteration 10Q: 3 clusters Score -1333184 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1333392.125000 Penalty: 4618.435059
	Iteration 11Q: 3 clusters Score -1333392 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1333574.500000 Penalty: 4618.435059
	Iteration 12Q: 3 clusters Score -1333574 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1333700.500000 Penalty: 4618.435059
	Iteration 13Q: 3 clusters Score -1333700 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1333789.500000 Penalty: 4618.435059
	Iteration 14Q: 3 clusters Score -1333790 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1333862.625000 Penalty: 4618.435059
	Iteration 15Q: 3 clusters Score -1333863 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1333908.875000 Penalty: 4618.435059
	Iteration 16Q: 3 clusters Score -1333909 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1333947.750000 Penalty: 4618.435059
	Iteration 17Q: 3 clusters Score -1333948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1333985.625000 Penalty: 4618.435059
	Iteration 18Q: 3 clusters Score -1333986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1334015.750000 Penalty: 4618.435059
	Iteration 19Q: 3 clusters Score -1334016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1334050.625000 Penalty: 4618.435059
	Iteration 20F: 3 clusters Score -1334051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1334076.875000 Penalty: 4618.435059
	Iteration 21Q: 3 clusters Score -1334077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1334095.250000 Penalty: 4618.435059
	Iteration 22Q: 3 clusters Score -1334095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1334116.500000 Penalty: 4618.435059
	Iteration 23Q: 3 clusters Score -1334116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1334126.875000 Penalty: 4618.435059
	Iteration 24Q: 3 clusters Score -1334127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1334130.875000 Penalty: 4618.435059
	Iteration 25Q: 3 clusters Score -1334131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1334134.000000 Penalty: 4618.435059
	Iteration 26Q: 3 clusters Score -1334134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1334140.750000 Penalty: 4618.435059
	Iteration 27Q: 3 clusters Score -1334141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1334150.000000 Penalty: 4618.435059
	Iteration 28Q: 3 clusters Score -1334150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1334152.875000 Penalty: 4618.435059
	Iteration 29Q: 3 clusters Score -1334153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1334152.375000 Penalty: 4618.435059
	Iteration 30Q: 3 clusters Score -1334152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1334152.375000 Penalty: 4618.435059
	Iteration 31F: 3 clusters Score -1334152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -1036194.937500 Penalty: 2247.652832
	Iteration 0F: 2 clusters Score -1036195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1029313.562500 Penalty: 4495.305664
	Iteration 0F: 3 clusters Score -1029314 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1031237.875000 Penalty: 4495.305664
	Iteration 1F: 3 clusters Score -1031238 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1031560.875000 Penalty: 4495.305664
	Iteration 2F: 3 clusters Score -1031561 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1031798.312500 Penalty: 4495.305664
	Iteration 3F: 3 clusters Score -1031798 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1031999.000000 Penalty: 4495.305664
	Iteration 4Q: 3 clusters Score -1031999 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1032184.875000 Penalty: 4495.305664
	Iteration 5Q: 3 clusters Score -1032185 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1032375.375000 Penalty: 4495.305664
	Iteration 6Q: 3 clusters Score -1032375 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1032597.625000 Penalty: 4495.305664
	Iteration 7Q: 3 clusters Score -1032598 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1032817.437500 Penalty: 4495.305664
	Iteration 8Q: 3 clusters Score -1032817 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1033064.062500 Penalty: 4495.305664
	Iteration 9Q: 3 clusters Score -1033064 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1033295.625000 Penalty: 4495.305664
	Iteration 10Q: 3 clusters Score -1033296 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1033509.125000 Penalty: 4495.305664
	Iteration 11Q: 3 clusters Score -1033509 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1033705.937500 Penalty: 4495.305664
	Iteration 12Q: 3 clusters Score -1033706 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1033887.375000 Penalty: 4495.305664
	Iteration 13Q: 3 clusters Score -1033887 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1034034.500000 Penalty: 4495.305664
	Iteration 14Q: 3 clusters Score -1034034 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1034180.687500 Penalty: 4495.305664
	Iteration 15Q: 3 clusters Score -1034181 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1034287.937500 Penalty: 4495.305664
	Iteration 16Q: 3 clusters Score -1034288 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1034353.625000 Penalty: 4495.305664
	Iteration 17Q: 3 clusters Score -1034354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1034412.875000 Penalty: 4495.305664
	Iteration 18Q: 3 clusters Score -1034413 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1034468.812500 Penalty: 4495.305664
	Iteration 19Q: 3 clusters Score -1034469 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1034513.000000 Penalty: 4495.305664
	Iteration 20F: 3 clusters Score -1034513 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1034547.375000 Penalty: 4495.305664
	Iteration 21Q: 3 clusters Score -1034547 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1034577.562500 Penalty: 4495.305664
	Iteration 22Q: 3 clusters Score -1034578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1034603.250000 Penalty: 4495.305664
	Iteration 23Q: 3 clusters Score -1034603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1034622.687500 Penalty: 4495.305664
	Iteration 24Q: 3 clusters Score -1034623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1034631.000000 Penalty: 4495.305664
	Iteration 25Q: 3 clusters Score -1034631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1034636.062500 Penalty: 4495.305664
	Iteration 26Q: 3 clusters Score -1034636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1034647.062500 Penalty: 4495.305664
	Iteration 27Q: 3 clusters Score -1034647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1034653.062500 Penalty: 4495.305664
	Iteration 28Q: 3 clusters Score -1034653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1034658.500000 Penalty: 4495.305664
	Iteration 29Q: 3 clusters Score -1034658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1034661.875000 Penalty: 4495.305664
	Iteration 30Q: 3 clusters Score -1034662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1034665.125000 Penalty: 4495.305664
	Iteration 31Q: 3 clusters Score -1034665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1034672.125000 Penalty: 4495.305664
	Iteration 32Q: 3 clusters Score -1034672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1034676.000000 Penalty: 4495.305664
	Iteration 33Q: 3 clusters Score -1034676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1034683.375000 Penalty: 4495.305664
	Iteration 34Q: 3 clusters Score -1034683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1034685.687500 Penalty: 4495.305664
	Iteration 35Q: 3 clusters Score -1034686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1034689.812500 Penalty: 4495.305664
	Iteration 36Q: 3 clusters Score -1034690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1034690.875000 Penalty: 4495.305664
	Iteration 37Q: 3 clusters Score -1034691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1034692.625000 Penalty: 4495.305664
	Iteration 38Q: 3 clusters Score -1034693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1034692.375000 Penalty: 4495.305664
	Iteration 39Q: 3 clusters Score -1034692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1034692.375000 Penalty: 4495.305664
	Iteration 40F: 3 clusters Score -1034692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1034694.500000 Penalty: 4495.305664
	Iteration 41Q: 3 clusters Score -1034694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1034693.125000 Penalty: 4495.305664
	Iteration 42Q: 3 clusters Score -1034693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1034691.875000 Penalty: 4495.305664
	Iteration 43Q: 3 clusters Score -1034692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1034691.875000 Penalty: 4495.305664
	Iteration 44F: 3 clusters Score -1034692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Entering Unmasked Estep 
Score: -2013192.750000 Penalty: 2403.515137
	Iteration 0F: 2 clusters Score -2013193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2001608.500000 Penalty: 4807.030273
	Iteration 0F: 3 clusters Score -2001608 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2005346.875000 Penalty: 4807.030273
	Iteration 1F: 3 clusters Score -2005347 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2005855.875000 Penalty: 4807.030273
	Iteration 2F: 3 clusters Score -2005856 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2006486.250000 Penalty: 4807.030273
	Iteration 3F: 3 clusters Score -2006486 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2007324.375000 Penalty: 4807.030273
	Iteration 4F: 3 clusters Score -2007324 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2008258.000000 Penalty: 4807.030273
	Iteration 5F: 3 clusters Score -2008258 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2009087.250000 Penalty: 4807.030273
	Iteration 6F: 3 clusters Score -2009087 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2009715.625000 Penalty: 4807.030273
	Iteration 7F: 3 clusters Score -2009716 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2010099.625000 Penalty: 4807.030273
	Iteration 8Q: 3 clusters Score -2010100 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2010359.625000 Penalty: 4807.030273
	Iteration 9Q: 3 clusters Score -2010360 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2010525.000000 Penalty: 4807.030273
	Iteration 10Q: 3 clusters Score -2010525 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2010629.125000 Penalty: 4807.030273
	Iteration 11Q: 3 clusters Score -2010629 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2010714.375000 Penalty: 4807.030273
	Iteration 12Q: 3 clusters Score -2010714 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2010790.250000 Penalty: 4807.030273
	Iteration 13Q: 3 clusters Score -2010790 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2010845.500000 Penalty: 4807.030273
	Iteration 14Q: 3 clusters Score -2010846 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2010900.000000 Penalty: 4807.030273
	Iteration 15Q: 3 clusters Score -2010900 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2010944.250000 Penalty: 4807.030273
	Iteration 16Q: 3 clusters Score -2010944 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2010980.000000 Penalty: 4807.030273
	Iteration 17Q: 3 clusters Score -2010980 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2011014.000000 Penalty: 4807.030273
	Iteration 18Q: 3 clusters Score -2011014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2011035.125000 Penalty: 4807.030273
	Iteration 19Q: 3 clusters Score -2011035 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2011062.500000 Penalty: 4807.030273
	Iteration 20F: 3 clusters Score -2011062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2011083.500000 Penalty: 4807.030273
	Iteration 21Q: 3 clusters Score -2011084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2011103.750000 Penalty: 4807.030273
	Iteration 22Q: 3 clusters Score -2011104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2011135.375000 Penalty: 4807.030273
	Iteration 23Q: 3 clusters Score -2011135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2011163.625000 Penalty: 4807.030273
	Iteration 24Q: 3 clusters Score -2011164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2011184.125000 Penalty: 4807.030273
	Iteration 25Q: 3 clusters Score -2011184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2011197.875000 Penalty: 4807.030273
	Iteration 26Q: 3 clusters Score -2011198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2011216.375000 Penalty: 4807.030273
	Iteration 27Q: 3 clusters Score -2011216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2011225.500000 Penalty: 4807.030273
	Iteration 28Q: 3 clusters Score -2011226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2011227.125000 Penalty: 4807.030273
	Iteration 29Q: 3 clusters Score -2011227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2011234.625000 Penalty: 4807.030273
	Iteration 30Q: 3 clusters Score -2011235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2011244.250000 Penalty: 4807.030273
	Iteration 31Q: 3 clusters Score -2011244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2011253.000000 Penalty: 4807.030273
	Iteration 32Q: 3 clusters Score -2011253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2011256.000000 Penalty: 4807.030273
	Iteration 33Q: 3 clusters Score -2011256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2011262.625000 Penalty: 4807.030273
	Iteration 34Q: 3 clusters Score -2011263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2011261.875000 Penalty: 4807.030273
	Iteration 35Q: 3 clusters Score -2011262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2011266.750000 Penalty: 4807.030273
	Iteration 36Q: 3 clusters Score -2011267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2011272.125000 Penalty: 4807.030273
	Iteration 37Q: 3 clusters Score -2011272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2011274.375000 Penalty: 4807.030273
	Iteration 38Q: 3 clusters Score -2011274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2011274.500000 Penalty: 4807.030273
	Iteration 39Q: 3 clusters Score -2011274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2011274.500000 Penalty: 4807.030273
	Iteration 40F: 3 clusters Score -2011274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Entering Unmasked Estep 
Score: -1986616.125000 Penalty: 2398.405029
	Iteration 0F: 2 clusters Score -1986616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1975184.625000 Penalty: 4796.810059
	Iteration 0F: 3 clusters Score -1975185 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1978759.250000 Penalty: 4796.810059
	Iteration 1F: 3 clusters Score -1978759 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1979107.125000 Penalty: 4796.810059
	Iteration 2F: 3 clusters Score -1979107 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1979390.500000 Penalty: 4796.810059
	Iteration 3Q: 3 clusters Score -1979390 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1979659.500000 Penalty: 4796.810059
	Iteration 4Q: 3 clusters Score -1979660 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1979984.875000 Penalty: 4796.810059
	Iteration 5Q: 3 clusters Score -1979985 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1980385.000000 Penalty: 4796.810059
	Iteration 6Q: 3 clusters Score -1980385 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1980889.375000 Penalty: 4796.810059
	Iteration 7F: 3 clusters Score -1980889 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1981526.125000 Penalty: 4796.810059
	Iteration 8F: 3 clusters Score -1981526 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1982210.500000 Penalty: 4796.810059
	Iteration 9F: 3 clusters Score -1982210 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1982872.250000 Penalty: 4796.810059
	Iteration 10F: 3 clusters Score -1982872 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1983399.125000 Penalty: 4796.810059
	Iteration 11Q: 3 clusters Score -1983399 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1983771.500000 Penalty: 4796.810059
	Iteration 12Q: 3 clusters Score -1983772 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1984010.250000 Penalty: 4796.810059
	Iteration 13Q: 3 clusters Score -1984010 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1984148.875000 Penalty: 4796.810059
	Iteration 14Q: 3 clusters Score -1984149 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1984261.000000 Penalty: 4796.810059
	Iteration 15Q: 3 clusters Score -1984261 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1984339.625000 Penalty: 4796.810059
	Iteration 16Q: 3 clusters Score -1984340 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1984398.500000 Penalty: 4796.810059
	Iteration 17Q: 3 clusters Score -1984398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1984432.000000 Penalty: 4796.810059
	Iteration 18Q: 3 clusters Score -1984432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1984453.625000 Penalty: 4796.810059
	Iteration 19Q: 3 clusters Score -1984454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1984470.375000 Penalty: 4796.810059
	Iteration 20F: 3 clusters Score -1984470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1984485.000000 Penalty: 4796.810059
	Iteration 21Q: 3 clusters Score -1984485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1984491.750000 Penalty: 4796.810059
	Iteration 22Q: 3 clusters Score -1984492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1984497.750000 Penalty: 4796.810059
	Iteration 23Q: 3 clusters Score -1984498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1984504.125000 Penalty: 4796.810059
	Iteration 24Q: 3 clusters Score -1984504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1984507.250000 Penalty: 4796.810059
	Iteration 25Q: 3 clusters Score -1984507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1984513.000000 Penalty: 4796.810059
	Iteration 26Q: 3 clusters Score -1984513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1984521.625000 Penalty: 4796.810059
	Iteration 27Q: 3 clusters Score -1984522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1984524.125000 Penalty: 4796.810059
	Iteration 28Q: 3 clusters Score -1984524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1984528.750000 Penalty: 4796.810059
	Iteration 29Q: 3 clusters Score -1984529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1984534.750000 Penalty: 4796.810059
	Iteration 30Q: 3 clusters Score -1984535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1984539.000000 Penalty: 4796.810059
	Iteration 31Q: 3 clusters Score -1984539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1984537.000000 Penalty: 4796.810059
	Iteration 32Q: 3 clusters Score -1984537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1984537.750000 Penalty: 4796.810059
	Iteration 33Q: 3 clusters Score -1984538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1984537.750000 Penalty: 4796.810059
	Iteration 34F: 3 clusters Score -1984538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -459373.281250 Penalty: 2049.817627
	Iteration 0F: 2 clusters Score -459373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -455587.812500 Penalty: 4099.635254
	Iteration 0F: 3 clusters Score -455587.8 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -456454.031250 Penalty: 4099.635254
	Iteration 1F: 3 clusters Score -456454 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -456693.937500 Penalty: 4099.635254
	Iteration 2F: 3 clusters Score -456693.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -456874.000000 Penalty: 4099.635254
	Iteration 3F: 3 clusters Score -456874 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -457076.187500 Penalty: 4099.635254
	Iteration 4F: 3 clusters Score -457076.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -457308.906250 Penalty: 4099.635254
	Iteration 5F: 3 clusters Score -457308.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -457619.718750 Penalty: 4099.635254
	Iteration 6F: 3 clusters Score -457619.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -457941.968750 Penalty: 4099.635254
	Iteration 7F: 3 clusters Score -457942 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -458146.156250 Penalty: 4099.635254
	Iteration 8F: 3 clusters Score -458146.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -458246.750000 Penalty: 4099.635254
	Iteration 9Q: 3 clusters Score -458246.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -458300.281250 Penalty: 4099.635254
	Iteration 10Q: 3 clusters Score -458300.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -458330.031250 Penalty: 4099.635254
	Iteration 11Q: 3 clusters Score -458330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -458351.062500 Penalty: 4099.635254
	Iteration 12Q: 3 clusters Score -458351.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -458364.343750 Penalty: 4099.635254
	Iteration 13Q: 3 clusters Score -458364.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -458377.687500 Penalty: 4099.635254
	Iteration 14Q: 3 clusters Score -458377.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -458385.781250 Penalty: 4099.635254
	Iteration 15Q: 3 clusters Score -458385.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -458392.437500 Penalty: 4099.635254
	Iteration 16Q: 3 clusters Score -458392.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -458397.250000 Penalty: 4099.635254
	Iteration 17Q: 3 clusters Score -458397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -458398.562500 Penalty: 4099.635254
	Iteration 18Q: 3 clusters Score -458398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -458399.250000 Penalty: 4099.635254
	Iteration 19Q: 3 clusters Score -458399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -458399.187500 Penalty: 4099.635254
	Iteration 20F: 3 clusters Score -458399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -458401.218750 Penalty: 4099.635254
	Iteration 21Q: 3 clusters Score -458401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -458402.500000 Penalty: 4099.635254
	Iteration 22Q: 3 clusters Score -458402.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -458405.375000 Penalty: 4099.635254
	Iteration 23Q: 3 clusters Score -458405.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -458406.031250 Penalty: 4099.635254
	Iteration 24Q: 3 clusters Score -458406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -458406.156250 Penalty: 4099.635254
	Iteration 25Q: 3 clusters Score -458406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -458406.781250 Penalty: 4099.635254
	Iteration 26Q: 3 clusters Score -458406.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -458406.781250 Penalty: 4099.635254
	Iteration 27F: 3 clusters Score -458406.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -631409.062500 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -631409.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -626643.000000 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -626643 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -627952.812500 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -627952.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -628239.000000 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -628239 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -628488.812500 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -628488.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -628752.625000 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -628752.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -629063.375000 Penalty: 4260.675781
	Iteration 5F: 3 clusters Score -629063.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -629448.750000 Penalty: 4260.675781
	Iteration 6F: 3 clusters Score -629448.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -629938.250000 Penalty: 4260.675781
	Iteration 7F: 3 clusters Score -629938.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -630358.875000 Penalty: 4260.675781
	Iteration 8F: 3 clusters Score -630358.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -630611.250000 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -630611.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -630731.625000 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -630731.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -630795.250000 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -630795.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -630848.125000 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -630848.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -630896.562500 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -630896.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -630943.125000 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -630943.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -630989.875000 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -630989.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -631033.625000 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -631033.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -631078.125000 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -631078.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -631124.875000 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -631124.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -631157.312500 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -631157.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -631180.812500 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -631180.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -631205.187500 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -631205.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -631225.000000 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -631225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -631233.187500 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -631233.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -631242.562500 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -631242.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -631255.937500 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -631255.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -631264.750000 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -631264.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -631270.062500 Penalty: 4260.675781
	Iteration 27Q: 3 clusters Score -631270.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -631274.500000 Penalty: 4260.675781
	Iteration 28Q: 3 clusters Score -631274.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -631278.500000 Penalty: 4260.675781
	Iteration 29Q: 3 clusters Score -631278.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -631281.375000 Penalty: 4260.675781
	Iteration 30Q: 3 clusters Score -631281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -631284.125000 Penalty: 4260.675781
	Iteration 31Q: 3 clusters Score -631284.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -631290.000000 Penalty: 4260.675781
	Iteration 32Q: 3 clusters Score -631290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -631293.187500 Penalty: 4260.675781
	Iteration 33Q: 3 clusters Score -631293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -631296.687500 Penalty: 4260.675781
	Iteration 34Q: 3 clusters Score -631296.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -631299.125000 Penalty: 4260.675781
	Iteration 35Q: 3 clusters Score -631299.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -631302.375000 Penalty: 4260.675781
	Iteration 36Q: 3 clusters Score -631302.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -631306.812500 Penalty: 4260.675781
	Iteration 37Q: 3 clusters Score -631306.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -631309.437500 Penalty: 4260.675781
	Iteration 38Q: 3 clusters Score -631309.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -631314.062500 Penalty: 4260.675781
	Iteration 39Q: 3 clusters Score -631314.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -631319.812500 Penalty: 4260.675781
	Iteration 40F: 3 clusters Score -631319.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -631326.562500 Penalty: 4260.675781
	Iteration 41Q: 3 clusters Score -631326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -631328.875000 Penalty: 4260.675781
	Iteration 42Q: 3 clusters Score -631328.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -631335.875000 Penalty: 4260.675781
	Iteration 43Q: 3 clusters Score -631335.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -631341.500000 Penalty: 4260.675781
	Iteration 44Q: 3 clusters Score -631341.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -631346.625000 Penalty: 4260.675781
	Iteration 45Q: 3 clusters Score -631346.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -631347.937500 Penalty: 4260.675781
	Iteration 46Q: 3 clusters Score -631347.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -631349.875000 Penalty: 4260.675781
	Iteration 47Q: 3 clusters Score -631349.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -631353.375000 Penalty: 4260.675781
	Iteration 48Q: 3 clusters Score -631353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -631356.125000 Penalty: 4260.675781
	Iteration 49Q: 3 clusters Score -631356.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -631360.062500 Penalty: 4260.675781
	Iteration 50Q: 3 clusters Score -631360.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -631365.875000 Penalty: 4260.675781
	Iteration 51Q: 3 clusters Score -631365.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -631372.500000 Penalty: 4260.675781
	Iteration 52Q: 3 clusters Score -631372.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -631375.437500 Penalty: 4260.675781
	Iteration 53Q: 3 clusters Score -631375.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -631376.125000 Penalty: 4260.675781
	Iteration 54Q: 3 clusters Score -631376.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -631378.937500 Penalty: 4260.675781
	Iteration 55Q: 3 clusters Score -631378.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -631381.625000 Penalty: 4260.675781
	Iteration 56Q: 3 clusters Score -631381.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -631383.250000 Penalty: 4260.675781
	Iteration 57Q: 3 clusters Score -631383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -631383.250000 Penalty: 4260.675781
	Iteration 58F: 3 clusters Score -631383.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24614.433594 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -24614.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23497.560547 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -23497.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23554.578125 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -23554.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23561.582031 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -23561.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23562.664062 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -23562.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23563.271484 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -23563.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23564.359375 Penalty: 2697.287354
	Iteration 5Q: 3 clusters Score -23564.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23564.359375 Penalty: 2697.287354
	Iteration 6F: 3 clusters Score -23564.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -667653.125000 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -667653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -662908.125000 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -662908.1 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -664070.187500 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -664070.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -664338.812500 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -664338.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -664529.000000 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -664529 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -664743.500000 Penalty: 4260.675781
	Iteration 4Q: 3 clusters Score -664743.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -664951.125000 Penalty: 4260.675781
	Iteration 5Q: 3 clusters Score -664951.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -665170.875000 Penalty: 4260.675781
	Iteration 6Q: 3 clusters Score -665170.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -665382.500000 Penalty: 4260.675781
	Iteration 7F: 3 clusters Score -665382.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -665572.750000 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -665572.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -665738.375000 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -665738.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -665889.500000 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -665889.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -665997.687500 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -665997.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -666080.750000 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -666080.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -666143.875000 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -666143.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -666186.375000 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -666186.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -666217.750000 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -666217.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -666240.750000 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -666240.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -666265.625000 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -666265.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -666283.000000 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -666283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -666299.375000 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -666299.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -666309.875000 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -666309.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -666323.937500 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -666323.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -666340.375000 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -666340.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -666353.500000 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -666353.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -666360.875000 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -666360.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -666364.187500 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -666364.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -666366.437500 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -666366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -666366.125000 Penalty: 4260.675781
	Iteration 27Q: 3 clusters Score -666366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -666369.062500 Penalty: 4260.675781
	Iteration 28Q: 3 clusters Score -666369.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -666372.125000 Penalty: 4260.675781
	Iteration 29Q: 3 clusters Score -666372.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -666375.437500 Penalty: 4260.675781
	Iteration 30Q: 3 clusters Score -666375.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -666377.250000 Penalty: 4260.675781
	Iteration 31Q: 3 clusters Score -666377.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -666379.875000 Penalty: 4260.675781
	Iteration 32Q: 3 clusters Score -666379.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -666384.937500 Penalty: 4260.675781
	Iteration 33Q: 3 clusters Score -666384.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -666388.187500 Penalty: 4260.675781
	Iteration 34Q: 3 clusters Score -666388.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -666393.312500 Penalty: 4260.675781
	Iteration 35Q: 3 clusters Score -666393.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -666402.375000 Penalty: 4260.675781
	Iteration 36Q: 3 clusters Score -666402.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -666407.750000 Penalty: 4260.675781
	Iteration 37Q: 3 clusters Score -666407.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -666417.125000 Penalty: 4260.675781
	Iteration 38Q: 3 clusters Score -666417.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -666428.437500 Penalty: 4260.675781
	Iteration 39Q: 3 clusters Score -666428.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -666437.062500 Penalty: 4260.675781
	Iteration 40F: 3 clusters Score -666437.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -666447.062500 Penalty: 4260.675781
	Iteration 41Q: 3 clusters Score -666447.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -666464.062500 Penalty: 4260.675781
	Iteration 42Q: 3 clusters Score -666464.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -666476.812500 Penalty: 4260.675781
	Iteration 43Q: 3 clusters Score -666476.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -666485.375000 Penalty: 4260.675781
	Iteration 44Q: 3 clusters Score -666485.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -666494.687500 Penalty: 4260.675781
	Iteration 45Q: 3 clusters Score -666494.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -666504.062500 Penalty: 4260.675781
	Iteration 46Q: 3 clusters Score -666504.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -666506.562500 Penalty: 4260.675781
	Iteration 47Q: 3 clusters Score -666506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -666508.000000 Penalty: 4260.675781
	Iteration 48Q: 3 clusters Score -666508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -666509.250000 Penalty: 4260.675781
	Iteration 49Q: 3 clusters Score -666509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -666509.250000 Penalty: 4260.675781
	Iteration 50Q: 3 clusters Score -666509.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -666511.625000 Penalty: 4260.675781
	Iteration 51Q: 3 clusters Score -666511.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -666512.875000 Penalty: 4260.675781
	Iteration 52Q: 3 clusters Score -666512.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -666515.437500 Penalty: 4260.675781
	Iteration 53Q: 3 clusters Score -666515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -666516.437500 Penalty: 4260.675781
	Iteration 54Q: 3 clusters Score -666516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -666518.000000 Penalty: 4260.675781
	Iteration 55Q: 3 clusters Score -666518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -666519.312500 Penalty: 4260.675781
	Iteration 56Q: 3 clusters Score -666519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -666518.125000 Penalty: 4260.675781
	Iteration 57Q: 3 clusters Score -666518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -666518.125000 Penalty: 4260.675781
	Iteration 58F: 3 clusters Score -666518.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Entering Unmasked Estep 
Score: -1787539.000000 Penalty: 2382.910889
	Iteration 0F: 2 clusters Score -1787539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1776731.875000 Penalty: 4765.821777
	Iteration 0F: 3 clusters Score -1776732 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1780163.000000 Penalty: 4765.821777
	Iteration 1F: 3 clusters Score -1780163 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1780657.875000 Penalty: 4765.821777
	Iteration 2F: 3 clusters Score -1780658 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1781073.625000 Penalty: 4765.821777
	Iteration 3F: 3 clusters Score -1781074 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1781442.500000 Penalty: 4765.821777
	Iteration 4Q: 3 clusters Score -1781442 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1781809.875000 Penalty: 4765.821777
	Iteration 5Q: 3 clusters Score -1781810 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1782202.750000 Penalty: 4765.821777
	Iteration 6Q: 3 clusters Score -1782203 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1782594.000000 Penalty: 4765.821777
	Iteration 7Q: 3 clusters Score -1782594 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1783007.875000 Penalty: 4765.821777
	Iteration 8Q: 3 clusters Score -1783008 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1783387.250000 Penalty: 4765.821777
	Iteration 9Q: 3 clusters Score -1783387 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1783694.375000 Penalty: 4765.821777
	Iteration 10Q: 3 clusters Score -1783694 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1783927.250000 Penalty: 4765.821777
	Iteration 11Q: 3 clusters Score -1783927 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1784118.000000 Penalty: 4765.821777
	Iteration 12Q: 3 clusters Score -1784118 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1784309.875000 Penalty: 4765.821777
	Iteration 13Q: 3 clusters Score -1784310 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1784478.500000 Penalty: 4765.821777
	Iteration 14Q: 3 clusters Score -1784478 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1784647.500000 Penalty: 4765.821777
	Iteration 15Q: 3 clusters Score -1784648 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1784813.125000 Penalty: 4765.821777
	Iteration 16Q: 3 clusters Score -1784813 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1784985.250000 Penalty: 4765.821777
	Iteration 17Q: 3 clusters Score -1784985 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1785140.000000 Penalty: 4765.821777
	Iteration 18Q: 3 clusters Score -1785140 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1785307.625000 Penalty: 4765.821777
	Iteration 19Q: 3 clusters Score -1785308 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1785464.375000 Penalty: 4765.821777
	Iteration 20F: 3 clusters Score -1785464 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1785601.875000 Penalty: 4765.821777
	Iteration 21Q: 3 clusters Score -1785602 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1785714.625000 Penalty: 4765.821777
	Iteration 22Q: 3 clusters Score -1785715 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1785800.000000 Penalty: 4765.821777
	Iteration 23Q: 3 clusters Score -1785800 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1785894.750000 Penalty: 4765.821777
	Iteration 24Q: 3 clusters Score -1785895 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1785963.000000 Penalty: 4765.821777
	Iteration 25Q: 3 clusters Score -1785963 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1786023.000000 Penalty: 4765.821777
	Iteration 26Q: 3 clusters Score -1786023 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1786054.750000 Penalty: 4765.821777
	Iteration 27Q: 3 clusters Score -1786055 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1786078.000000 Penalty: 4765.821777
	Iteration 28Q: 3 clusters Score -1786078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1786083.250000 Penalty: 4765.821777
	Iteration 29Q: 3 clusters Score -1786083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1786102.250000 Penalty: 4765.821777
	Iteration 30Q: 3 clusters Score -1786102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1786106.750000 Penalty: 4765.821777
	Iteration 31Q: 3 clusters Score -1786107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1786110.000000 Penalty: 4765.821777
	Iteration 32Q: 3 clusters Score -1786110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1786113.125000 Penalty: 4765.821777
	Iteration 33Q: 3 clusters Score -1786113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1786118.000000 Penalty: 4765.821777
	Iteration 34Q: 3 clusters Score -1786118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1786122.750000 Penalty: 4765.821777
	Iteration 35Q: 3 clusters Score -1786123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1786122.500000 Penalty: 4765.821777
	Iteration 36Q: 3 clusters Score -1786122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1786124.125000 Penalty: 4765.821777
	Iteration 37Q: 3 clusters Score -1786124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1786125.750000 Penalty: 4765.821777
	Iteration 38Q: 3 clusters Score -1786126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1786129.250000 Penalty: 4765.821777
	Iteration 39Q: 3 clusters Score -1786129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1786128.125000 Penalty: 4765.821777
	Iteration 40F: 3 clusters Score -1786128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1786130.750000 Penalty: 4765.821777
	Iteration 41Q: 3 clusters Score -1786131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1786132.500000 Penalty: 4765.821777
	Iteration 42Q: 3 clusters Score -1786132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1786134.375000 Penalty: 4765.821777
	Iteration 43Q: 3 clusters Score -1786134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1786137.875000 Penalty: 4765.821777
	Iteration 44Q: 3 clusters Score -1786138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1786134.250000 Penalty: 4765.821777
	Iteration 45Q: 3 clusters Score -1786134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1786130.625000 Penalty: 4765.821777
	Iteration 46Q: 3 clusters Score -1786131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1786135.750000 Penalty: 4765.821777
	Iteration 47Q: 3 clusters Score -1786136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1786131.250000 Penalty: 4765.821777
	Iteration 48Q: 3 clusters Score -1786131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1786130.875000 Penalty: 4765.821777
	Iteration 49Q: 3 clusters Score -1786131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1786133.250000 Penalty: 4765.821777
	Iteration 50Q: 3 clusters Score -1786133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1786134.000000 Penalty: 4765.821777
	Iteration 51Q: 3 clusters Score -1786134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1786134.000000 Penalty: 4765.821777
	Iteration 52Q: 3 clusters Score -1786134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1786137.000000 Penalty: 4765.821777
	Iteration 53Q: 3 clusters Score -1786137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1786137.375000 Penalty: 4765.821777
	Iteration 54Q: 3 clusters Score -1786137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1786138.875000 Penalty: 4765.821777
	Iteration 55Q: 3 clusters Score -1786139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1786139.375000 Penalty: 4765.821777
	Iteration 56Q: 3 clusters Score -1786139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1786139.250000 Penalty: 4765.821777
	Iteration 57Q: 3 clusters Score -1786139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1786137.250000 Penalty: 4765.821777
	Iteration 58Q: 3 clusters Score -1786137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1786138.750000 Penalty: 4765.821777
	Iteration 59Q: 3 clusters Score -1786139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1786143.000000 Penalty: 4765.821777
	Iteration 60F: 3 clusters Score -1786143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1786144.000000 Penalty: 4765.821777
	Iteration 61Q: 3 clusters Score -1786144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1786142.250000 Penalty: 4765.821777
	Iteration 62Q: 3 clusters Score -1786142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1786142.250000 Penalty: 4765.821777
	Iteration 63F: 3 clusters Score -1786142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -341282.750000 Penalty: 1978.875977
	Iteration 0F: 2 clusters Score -341282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -338004.843750 Penalty: 3957.751953
	Iteration 0F: 3 clusters Score -338004.8 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -338665.218750 Penalty: 3957.751953
	Iteration 1F: 3 clusters Score -338665.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -338926.031250 Penalty: 3957.751953
	Iteration 2F: 3 clusters Score -338926 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -339139.875000 Penalty: 3957.751953
	Iteration 3F: 3 clusters Score -339139.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -339397.593750 Penalty: 3957.751953
	Iteration 4F: 3 clusters Score -339397.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -339741.812500 Penalty: 3957.751953
	Iteration 5F: 3 clusters Score -339741.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -340052.218750 Penalty: 3957.751953
	Iteration 6F: 3 clusters Score -340052.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -340420.843750 Penalty: 3957.751953
	Iteration 7F: 3 clusters Score -340420.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -340728.031250 Penalty: 3957.751953
	Iteration 8F: 3 clusters Score -340728 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -340924.750000 Penalty: 3957.751953
	Iteration 9F: 3 clusters Score -340924.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -341040.031250 Penalty: 3957.751953
	Iteration 10Q: 3 clusters Score -341040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -341084.843750 Penalty: 3957.751953
	Iteration 11Q: 3 clusters Score -341084.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -341115.250000 Penalty: 3957.751953
	Iteration 12Q: 3 clusters Score -341115.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -341134.437500 Penalty: 3957.751953
	Iteration 13Q: 3 clusters Score -341134.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -341148.093750 Penalty: 3957.751953
	Iteration 14Q: 3 clusters Score -341148.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -341157.125000 Penalty: 3957.751953
	Iteration 15Q: 3 clusters Score -341157.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -341162.218750 Penalty: 3957.751953
	Iteration 16Q: 3 clusters Score -341162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -341163.343750 Penalty: 3957.751953
	Iteration 17Q: 3 clusters Score -341163.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -341164.000000 Penalty: 3957.751953
	Iteration 18Q: 3 clusters Score -341164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -341166.156250 Penalty: 3957.751953
	Iteration 19Q: 3 clusters Score -341166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -341168.187500 Penalty: 3957.751953
	Iteration 20F: 3 clusters Score -341168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -341167.375000 Penalty: 3957.751953
	Iteration 21Q: 3 clusters Score -341167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -341167.375000 Penalty: 3957.751953
	Iteration 22F: 3 clusters Score -341167.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -503405.687500 Penalty: 2072.833008
	Iteration 0F: 2 clusters Score -503405.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -499363.125000 Penalty: 4145.666016
	Iteration 0F: 3 clusters Score -499363.1 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -500313.718750 Penalty: 4145.666016
	Iteration 1F: 3 clusters Score -500313.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -500553.875000 Penalty: 4145.666016
	Iteration 2F: 3 clusters Score -500553.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -500760.375000 Penalty: 4145.666016
	Iteration 3F: 3 clusters Score -500760.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -500944.031250 Penalty: 4145.666016
	Iteration 4Q: 3 clusters Score -500944 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -501111.187500 Penalty: 4145.666016
	Iteration 5Q: 3 clusters Score -501111.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -501235.812500 Penalty: 4145.666016
	Iteration 6Q: 3 clusters Score -501235.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -501346.562500 Penalty: 4145.666016
	Iteration 7Q: 3 clusters Score -501346.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -501451.531250 Penalty: 4145.666016
	Iteration 8Q: 3 clusters Score -501451.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -501541.718750 Penalty: 4145.666016
	Iteration 9Q: 3 clusters Score -501541.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -501622.062500 Penalty: 4145.666016
	Iteration 10Q: 3 clusters Score -501622.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -501686.156250 Penalty: 4145.666016
	Iteration 11Q: 3 clusters Score -501686.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -501738.250000 Penalty: 4145.666016
	Iteration 12Q: 3 clusters Score -501738.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -501787.625000 Penalty: 4145.666016
	Iteration 13Q: 3 clusters Score -501787.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -501832.843750 Penalty: 4145.666016
	Iteration 14Q: 3 clusters Score -501832.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -501877.062500 Penalty: 4145.666016
	Iteration 15Q: 3 clusters Score -501877.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -501920.937500 Penalty: 4145.666016
	Iteration 16Q: 3 clusters Score -501920.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -501957.500000 Penalty: 4145.666016
	Iteration 17Q: 3 clusters Score -501957.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -501990.906250 Penalty: 4145.666016
	Iteration 18Q: 3 clusters Score -501990.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -502015.125000 Penalty: 4145.666016
	Iteration 19Q: 3 clusters Score -502015.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -502034.093750 Penalty: 4145.666016
	Iteration 20F: 3 clusters Score -502034.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -502046.906250 Penalty: 4145.666016
	Iteration 21Q: 3 clusters Score -502046.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -502057.312500 Penalty: 4145.666016
	Iteration 22Q: 3 clusters Score -502057.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -502062.000000 Penalty: 4145.666016
	Iteration 23Q: 3 clusters Score -502062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -502065.562500 Penalty: 4145.666016
	Iteration 24Q: 3 clusters Score -502065.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -502065.250000 Penalty: 4145.666016
	Iteration 25Q: 3 clusters Score -502065.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -502066.593750 Penalty: 4145.666016
	Iteration 26Q: 3 clusters Score -502066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -502068.750000 Penalty: 4145.666016
	Iteration 27Q: 3 clusters Score -502068.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -502069.843750 Penalty: 4145.666016
	Iteration 28Q: 3 clusters Score -502069.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -502070.531250 Penalty: 4145.666016
	Iteration 29Q: 3 clusters Score -502070.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -502074.000000 Penalty: 4145.666016
	Iteration 30Q: 3 clusters Score -502074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -502076.281250 Penalty: 4145.666016
	Iteration 31Q: 3 clusters Score -502076.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -502077.750000 Penalty: 4145.666016
	Iteration 32Q: 3 clusters Score -502077.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -502079.093750 Penalty: 4145.666016
	Iteration 33Q: 3 clusters Score -502079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -502081.750000 Penalty: 4145.666016
	Iteration 34Q: 3 clusters Score -502081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -502082.562500 Penalty: 4145.666016
	Iteration 35Q: 3 clusters Score -502082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -502082.375000 Penalty: 4145.666016
	Iteration 36Q: 3 clusters Score -502082.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -502082.375000 Penalty: 4145.666016
	Iteration 37F: 3 clusters Score -502082.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -478781.562500 Penalty: 2052.987305
	Iteration 0F: 2 clusters Score -478781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -474914.031250 Penalty: 4105.974609
	Iteration 0F: 3 clusters Score -474914 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -475768.687500 Penalty: 4105.974609
	Iteration 1F: 3 clusters Score -475768.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -475956.781250 Penalty: 4105.974609
	Iteration 2F: 3 clusters Score -475956.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -476068.187500 Penalty: 4105.974609
	Iteration 3Q: 3 clusters Score -476068.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -476130.062500 Penalty: 4105.974609
	Iteration 4Q: 3 clusters Score -476130.1 nChanged 102
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: -476185.937500 Penalty: 4105.974609
	Iteration 5Q: 3 clusters Score -476185.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -476230.250000 Penalty: 4105.974609
	Iteration 6Q: 3 clusters Score -476230.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -476285.843750 Penalty: 4105.974609
	Iteration 7Q: 3 clusters Score -476285.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -476345.187500 Penalty: 4105.974609
	Iteration 8Q: 3 clusters Score -476345.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -476393.375000 Penalty: 4105.974609
	Iteration 9Q: 3 clusters Score -476393.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -476440.562500 Penalty: 4105.974609
	Iteration 10Q: 3 clusters Score -476440.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -476475.218750 Penalty: 4105.974609
	Iteration 11Q: 3 clusters Score -476475.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -476509.281250 Penalty: 4105.974609
	Iteration 12Q: 3 clusters Score -476509.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -476543.593750 Penalty: 4105.974609
	Iteration 13Q: 3 clusters Score -476543.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -476580.750000 Penalty: 4105.974609
	Iteration 14Q: 3 clusters Score -476580.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -476604.281250 Penalty: 4105.974609
	Iteration 15Q: 3 clusters Score -476604.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -476619.781250 Penalty: 4105.974609
	Iteration 16Q: 3 clusters Score -476619.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -476634.843750 Penalty: 4105.974609
	Iteration 17Q: 3 clusters Score -476634.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -476649.656250 Penalty: 4105.974609
	Iteration 18Q: 3 clusters Score -476649.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -476669.437500 Penalty: 4105.974609
	Iteration 19Q: 3 clusters Score -476669.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -476689.625000 Penalty: 4105.974609
	Iteration 20F: 3 clusters Score -476689.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -476708.625000 Penalty: 4105.974609
	Iteration 21Q: 3 clusters Score -476708.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -476724.937500 Penalty: 4105.974609
	Iteration 22Q: 3 clusters Score -476724.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -476742.656250 Penalty: 4105.974609
	Iteration 23Q: 3 clusters Score -476742.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -476754.562500 Penalty: 4105.974609
	Iteration 24Q: 3 clusters Score -476754.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -476765.281250 Penalty: 4105.974609
	Iteration 25Q: 3 clusters Score -476765.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -476772.750000 Penalty: 4105.974609
	Iteration 26Q: 3 clusters Score -476772.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -476783.062500 Penalty: 4105.974609
	Iteration 27Q: 3 clusters Score -476783.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -476796.156250 Penalty: 4105.974609
	Iteration 28Q: 3 clusters Score -476796.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -476810.906250 Penalty: 4105.974609
	Iteration 29Q: 3 clusters Score -476810.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -476822.687500 Penalty: 4105.974609
	Iteration 30Q: 3 clusters Score -476822.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -476835.406250 Penalty: 4105.974609
	Iteration 31Q: 3 clusters Score -476835.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -476851.500000 Penalty: 4105.974609
	Iteration 32Q: 3 clusters Score -476851.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -476868.750000 Penalty: 4105.974609
	Iteration 33Q: 3 clusters Score -476868.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -476882.968750 Penalty: 4105.974609
	Iteration 34Q: 3 clusters Score -476883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -476901.593750 Penalty: 4105.974609
	Iteration 35Q: 3 clusters Score -476901.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -476918.000000 Penalty: 4105.974609
	Iteration 36Q: 3 clusters Score -476918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -476928.000000 Penalty: 4105.974609
	Iteration 37Q: 3 clusters Score -476928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -476937.062500 Penalty: 4105.974609
	Iteration 38Q: 3 clusters Score -476937.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -476941.031250 Penalty: 4105.974609
	Iteration 39Q: 3 clusters Score -476941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -476943.125000 Penalty: 4105.974609
	Iteration 40F: 3 clusters Score -476943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -476945.750000 Penalty: 4105.974609
	Iteration 41Q: 3 clusters Score -476945.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -476949.656250 Penalty: 4105.974609
	Iteration 42Q: 3 clusters Score -476949.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -476956.187500 Penalty: 4105.974609
	Iteration 43Q: 3 clusters Score -476956.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -476961.468750 Penalty: 4105.974609
	Iteration 44Q: 3 clusters Score -476961.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -476966.656250 Penalty: 4105.974609
	Iteration 45Q: 3 clusters Score -476966.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -476973.031250 Penalty: 4105.974609
	Iteration 46Q: 3 clusters Score -476973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -476978.562500 Penalty: 4105.974609
	Iteration 47Q: 3 clusters Score -476978.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -476985.031250 Penalty: 4105.974609
	Iteration 48Q: 3 clusters Score -476985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -476990.781250 Penalty: 4105.974609
	Iteration 49Q: 3 clusters Score -476990.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -476993.843750 Penalty: 4105.974609
	Iteration 50Q: 3 clusters Score -476993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -476997.187500 Penalty: 4105.974609
	Iteration 51Q: 3 clusters Score -476997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -476997.937500 Penalty: 4105.974609
	Iteration 52Q: 3 clusters Score -476997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -477000.125000 Penalty: 4105.974609
	Iteration 53Q: 3 clusters Score -477000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -477001.031250 Penalty: 4105.974609
	Iteration 54Q: 3 clusters Score -477001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -477002.812500 Penalty: 4105.974609
	Iteration 55Q: 3 clusters Score -477002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -477005.312500 Penalty: 4105.974609
	Iteration 56Q: 3 clusters Score -477005.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -477008.937500 Penalty: 4105.974609
	Iteration 57Q: 3 clusters Score -477008.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -477013.062500 Penalty: 4105.974609
	Iteration 58Q: 3 clusters Score -477013.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -477013.968750 Penalty: 4105.974609
	Iteration 59Q: 3 clusters Score -477014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -477015.625000 Penalty: 4105.974609
	Iteration 60F: 3 clusters Score -477015.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -477019.250000 Penalty: 4105.974609
	Iteration 61Q: 3 clusters Score -477019.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -477021.500000 Penalty: 4105.974609
	Iteration 62Q: 3 clusters Score -477021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -477024.093750 Penalty: 4105.974609
	Iteration 63Q: 3 clusters Score -477024.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -477026.406250 Penalty: 4105.974609
	Iteration 64Q: 3 clusters Score -477026.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -477030.062500 Penalty: 4105.974609
	Iteration 65Q: 3 clusters Score -477030.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -477034.062500 Penalty: 4105.974609
	Iteration 66Q: 3 clusters Score -477034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -477034.750000 Penalty: 4105.974609
	Iteration 67Q: 3 clusters Score -477034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -477034.750000 Penalty: 4105.974609
	Iteration 68F: 3 clusters Score -477034.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (94078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Entering Unmasked Estep 
Score: -11434523.000000 Penalty: 2840.066162
	Iteration 0F: 2 clusters Score -1.143452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -11371313.000000 Penalty: 5680.132324
	Iteration 0F: 3 clusters Score -1.137131e+07 nChanged 44597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -11396896.000000 Penalty: 5680.132324
	Iteration 1F: 3 clusters Score -1.13969e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -11397707.000000 Penalty: 5680.132324
	Iteration 2Q: 3 clusters Score -1.139771e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -11398644.000000 Penalty: 5680.132324
	Iteration 3Q: 3 clusters Score -1.139864e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -11399826.000000 Penalty: 5680.132324
	Iteration 4Q: 3 clusters Score -1.139983e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -11401276.000000 Penalty: 5680.132324
	Iteration 5Q: 3 clusters Score -1.140128e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -11403131.000000 Penalty: 5680.132324
	Iteration 6Q: 3 clusters Score -1.140313e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -11405427.000000 Penalty: 5680.132324
	Iteration 7F: 3 clusters Score -1.140543e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -11407484.000000 Penalty: 5680.132324
	Iteration 8F: 3 clusters Score -1.140748e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -11409494.000000 Penalty: 5680.132324
	Iteration 9Q: 3 clusters Score -1.140949e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -11411297.000000 Penalty: 5680.132324
	Iteration 10Q: 3 clusters Score -1.14113e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -11413139.000000 Penalty: 5680.132324
	Iteration 11Q: 3 clusters Score -1.141314e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70996 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -11415202.000000 Penalty: 5680.132324
	Iteration 12Q: 3 clusters Score -1.14152e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -11417459.000000 Penalty: 5680.132324
	Iteration 13Q: 3 clusters Score -1.141746e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -11420138.000000 Penalty: 5680.132324
	Iteration 14Q: 3 clusters Score -1.142014e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -11423104.000000 Penalty: 5680.132324
	Iteration 15Q: 3 clusters Score -1.14231e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86365 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -11425984.000000 Penalty: 5680.132324
	Iteration 16Q: 3 clusters Score -1.142598e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89249 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -11428473.000000 Penalty: 5680.132324
	Iteration 17Q: 3 clusters Score -1.142847e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91226 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -11430173.000000 Penalty: 5680.132324
	Iteration 18Q: 3 clusters Score -1.143017e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92317 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -11431026.000000 Penalty: 5680.132324
	Iteration 19Q: 3 clusters Score -1.143103e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11431572.000000 Penalty: 5680.132324
	Iteration 20F: 3 clusters Score -1.143157e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11431775.000000 Penalty: 5680.132324
	Iteration 21Q: 3 clusters Score -1.143178e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -11431891.000000 Penalty: 5680.132324
	Iteration 22Q: 3 clusters Score -1.143189e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93394 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -11431968.000000 Penalty: 5680.132324
	Iteration 23Q: 3 clusters Score -1.143197e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93445 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11431998.000000 Penalty: 5680.132324
	Iteration 24Q: 3 clusters Score -1.1432e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -11432056.000000 Penalty: 5680.132324
	Iteration 25Q: 3 clusters Score -1.143206e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93499 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11432072.000000 Penalty: 5680.132324
	Iteration 26Q: 3 clusters Score -1.143207e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93513 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11432078.000000 Penalty: 5680.132324
	Iteration 27Q: 3 clusters Score -1.143208e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93521 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11432104.000000 Penalty: 5680.132324
	Iteration 28Q: 3 clusters Score -1.14321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93533 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11432127.000000 Penalty: 5680.132324
	Iteration 29Q: 3 clusters Score -1.143213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11432142.000000 Penalty: 5680.132324
	Iteration 30Q: 3 clusters Score -1.143214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93550 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11432152.000000 Penalty: 5680.132324
	Iteration 31Q: 3 clusters Score -1.143215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11432161.000000 Penalty: 5680.132324
	Iteration 32Q: 3 clusters Score -1.143216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93558 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11432160.000000 Penalty: 5680.132324
	Iteration 33Q: 3 clusters Score -1.143216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93558 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11432172.000000 Penalty: 5680.132324
	Iteration 34Q: 3 clusters Score -1.143217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93558 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11432172.000000 Penalty: 5680.132324
	Iteration 35F: 3 clusters Score -1.143217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Entering Unmasked Estep 
Score: -2092168.250000 Penalty: 2413.149902
	Iteration 0F: 2 clusters Score -2092168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2080153.000000 Penalty: 4826.299805
	Iteration 0F: 3 clusters Score -2080153 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2084227.250000 Penalty: 4826.299805
	Iteration 1F: 3 clusters Score -2084227 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2084647.500000 Penalty: 4826.299805
	Iteration 2F: 3 clusters Score -2084648 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2085044.125000 Penalty: 4826.299805
	Iteration 3F: 3 clusters Score -2085044 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2085461.000000 Penalty: 4826.299805
	Iteration 4F: 3 clusters Score -2085461 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2085981.000000 Penalty: 4826.299805
	Iteration 5F: 3 clusters Score -2085981 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2086617.625000 Penalty: 4826.299805
	Iteration 6F: 3 clusters Score -2086618 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2087276.000000 Penalty: 4826.299805
	Iteration 7F: 3 clusters Score -2087276 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2087901.500000 Penalty: 4826.299805
	Iteration 8F: 3 clusters Score -2087902 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2088494.750000 Penalty: 4826.299805
	Iteration 9Q: 3 clusters Score -2088495 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2088955.625000 Penalty: 4826.299805
	Iteration 10Q: 3 clusters Score -2088956 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2089278.875000 Penalty: 4826.299805
	Iteration 11Q: 3 clusters Score -2089279 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2089483.625000 Penalty: 4826.299805
	Iteration 12Q: 3 clusters Score -2089484 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2089651.375000 Penalty: 4826.299805
	Iteration 13Q: 3 clusters Score -2089651 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2089759.375000 Penalty: 4826.299805
	Iteration 14Q: 3 clusters Score -2089759 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2089853.375000 Penalty: 4826.299805
	Iteration 15Q: 3 clusters Score -2089853 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2089907.375000 Penalty: 4826.299805
	Iteration 16Q: 3 clusters Score -2089907 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2089955.625000 Penalty: 4826.299805
	Iteration 17Q: 3 clusters Score -2089956 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2089985.750000 Penalty: 4826.299805
	Iteration 18Q: 3 clusters Score -2089986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2090007.375000 Penalty: 4826.299805
	Iteration 19Q: 3 clusters Score -2090007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2090024.125000 Penalty: 4826.299805
	Iteration 20F: 3 clusters Score -2090024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2090044.625000 Penalty: 4826.299805
	Iteration 21Q: 3 clusters Score -2090045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2090059.250000 Penalty: 4826.299805
	Iteration 22Q: 3 clusters Score -2090059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2090068.375000 Penalty: 4826.299805
	Iteration 23Q: 3 clusters Score -2090068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2090075.375000 Penalty: 4826.299805
	Iteration 24Q: 3 clusters Score -2090075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2090079.500000 Penalty: 4826.299805
	Iteration 25Q: 3 clusters Score -2090080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2090089.625000 Penalty: 4826.299805
	Iteration 26Q: 3 clusters Score -2090090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2090095.625000 Penalty: 4826.299805
	Iteration 27Q: 3 clusters Score -2090096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2090099.500000 Penalty: 4826.299805
	Iteration 28Q: 3 clusters Score -2090100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2090114.125000 Penalty: 4826.299805
	Iteration 29Q: 3 clusters Score -2090114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2090119.000000 Penalty: 4826.299805
	Iteration 30Q: 3 clusters Score -2090119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2090125.250000 Penalty: 4826.299805
	Iteration 31Q: 3 clusters Score -2090125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2090125.000000 Penalty: 4826.299805
	Iteration 32Q: 3 clusters Score -2090125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2090125.000000 Penalty: 4826.299805
	Iteration 33F: 3 clusters Score -2090125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -168076.890625 Penalty: 1851.907959
	Iteration 0F: 2 clusters Score -168076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -165702.875000 Penalty: 3703.815918
	Iteration 0F: 3 clusters Score -165702.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -166343.125000 Penalty: 3703.815918
	Iteration 1F: 3 clusters Score -166343.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -166816.125000 Penalty: 3703.815918
	Iteration 2F: 3 clusters Score -166816.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -167313.718750 Penalty: 3703.815918
	Iteration 3F: 3 clusters Score -167313.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -167627.468750 Penalty: 3703.815918
	Iteration 4F: 3 clusters Score -167627.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -167870.406250 Penalty: 3703.815918
	Iteration 5F: 3 clusters Score -167870.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -168002.843750 Penalty: 3703.815918
	Iteration 6Q: 3 clusters Score -168002.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -168043.171875 Penalty: 3703.815918
	Iteration 7Q: 3 clusters Score -168043.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -168073.703125 Penalty: 3703.815918
	Iteration 8Q: 3 clusters Score -168073.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -168088.171875 Penalty: 3703.815918
	Iteration 9Q: 3 clusters Score -168088.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -168099.984375 Penalty: 3703.815918
	Iteration 10Q: 3 clusters Score -168100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -168109.078125 Penalty: 3703.815918
	Iteration 11Q: 3 clusters Score -168109.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -168112.078125 Penalty: 3703.815918
	Iteration 12Q: 3 clusters Score -168112.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -168117.421875 Penalty: 3703.815918
	Iteration 13Q: 3 clusters Score -168117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -168119.296875 Penalty: 3703.815918
	Iteration 14Q: 3 clusters Score -168119.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -168120.171875 Penalty: 3703.815918
	Iteration 15Q: 3 clusters Score -168120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -168122.328125 Penalty: 3703.815918
	Iteration 16Q: 3 clusters Score -168122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -168124.281250 Penalty: 3703.815918
	Iteration 17Q: 3 clusters Score -168124.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -168124.281250 Penalty: 3703.815918
	Iteration 18F: 3 clusters Score -168124.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44545 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 623 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10520 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69442 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10115 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3705 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6875 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33472 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 1127 members 
Entering Unmasked Estep 
Score: -154541616.000000 Penalty: 293480.187500
Splitting cluster 24 changes total score from -154543456.000000 to -154541616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (92396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Entering Unmasked Estep 
Score: -11316576.000000 Penalty: 2835.592041
	Iteration 0F: 2 clusters Score -1.131658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -11254957.000000 Penalty: 5671.184082
	Iteration 0F: 3 clusters Score -1.125496e+07 nChanged 43461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -11279090.000000 Penalty: 5671.184082
	Iteration 1F: 3 clusters Score -1.127909e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -11279829.000000 Penalty: 5671.184082
	Iteration 2Q: 3 clusters Score -1.127983e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -11280711.000000 Penalty: 5671.184082
	Iteration 3Q: 3 clusters Score -1.128071e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -11282053.000000 Penalty: 5671.184082
	Iteration 4Q: 3 clusters Score -1.128205e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -11284393.000000 Penalty: 5671.184082
	Iteration 5F: 3 clusters Score -1.128439e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -11288464.000000 Penalty: 5671.184082
	Iteration 6F: 3 clusters Score -1.128846e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -11294451.000000 Penalty: 5671.184082
	Iteration 7F: 3 clusters Score -1.129445e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -11301378.000000 Penalty: 5671.184082
	Iteration 8F: 3 clusters Score -1.130138e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81868 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -11306737.000000 Penalty: 5671.184082
	Iteration 9F: 3 clusters Score -1.130674e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -11310090.000000 Penalty: 5671.184082
	Iteration 10Q: 3 clusters Score -1.131009e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87974 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -11311935.000000 Penalty: 5671.184082
	Iteration 11Q: 3 clusters Score -1.131194e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -11313004.000000 Penalty: 5671.184082
	Iteration 12Q: 3 clusters Score -1.1313e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -11313573.000000 Penalty: 5671.184082
	Iteration 13Q: 3 clusters Score -1.131357e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90418 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -11313880.000000 Penalty: 5671.184082
	Iteration 14Q: 3 clusters Score -1.131388e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90662 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -11314095.000000 Penalty: 5671.184082
	Iteration 15Q: 3 clusters Score -1.13141e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -11314201.000000 Penalty: 5671.184082
	Iteration 16Q: 3 clusters Score -1.13142e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11314293.000000 Penalty: 5671.184082
	Iteration 17Q: 3 clusters Score -1.131429e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11314355.000000 Penalty: 5671.184082
	Iteration 18Q: 3 clusters Score -1.131436e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -11314381.000000 Penalty: 5671.184082
	Iteration 19Q: 3 clusters Score -1.131438e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91102 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -11314411.000000 Penalty: 5671.184082
	Iteration 20F: 3 clusters Score -1.131441e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91143 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -11314424.000000 Penalty: 5671.184082
	Iteration 21Q: 3 clusters Score -1.131442e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -11314463.000000 Penalty: 5671.184082
	Iteration 22Q: 3 clusters Score -1.131446e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11314482.000000 Penalty: 5671.184082
	Iteration 23Q: 3 clusters Score -1.131448e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91226 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -11314505.000000 Penalty: 5671.184082
	Iteration 24Q: 3 clusters Score -1.13145e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91247 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -11314512.000000 Penalty: 5671.184082
	Iteration 25Q: 3 clusters Score -1.131451e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91266 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -11314524.000000 Penalty: 5671.184082
	Iteration 26Q: 3 clusters Score -1.131452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -11314519.000000 Penalty: 5671.184082
	Iteration 27Q: 3 clusters Score -1.131452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11314520.000000 Penalty: 5671.184082
	Iteration 28Q: 3 clusters Score -1.131452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91297 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11314520.000000 Penalty: 5671.184082
	Iteration 29Q: 3 clusters Score -1.131452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91306 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11314542.000000 Penalty: 5671.184082
	Iteration 30Q: 3 clusters Score -1.131454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91315 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11314558.000000 Penalty: 5671.184082
	Iteration 31Q: 3 clusters Score -1.131456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11314545.000000 Penalty: 5671.184082
	Iteration 32Q: 3 clusters Score -1.131454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11314554.000000 Penalty: 5671.184082
	Iteration 33Q: 3 clusters Score -1.131455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91331 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11314552.000000 Penalty: 5671.184082
	Iteration 34Q: 3 clusters Score -1.131455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11314565.000000 Penalty: 5671.184082
	Iteration 35Q: 3 clusters Score -1.131456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -11314562.000000 Penalty: 5671.184082
	Iteration 36Q: 3 clusters Score -1.131456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91334 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11314560.000000 Penalty: 5671.184082
	Iteration 37Q: 3 clusters Score -1.131456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91333 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -11314555.000000 Penalty: 5671.184082
	Iteration 38Q: 3 clusters Score -1.131456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91331 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11314561.000000 Penalty: 5671.184082
	Iteration 39Q: 3 clusters Score -1.131456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11314572.000000 Penalty: 5671.184082
	Iteration 40F: 3 clusters Score -1.131457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11314567.000000 Penalty: 5671.184082
	Iteration 41Q: 3 clusters Score -1.131457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91329 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11314581.000000 Penalty: 5671.184082
	Iteration 42Q: 3 clusters Score -1.131458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91327 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11314570.000000 Penalty: 5671.184082
	Iteration 43Q: 3 clusters Score -1.131457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -11314569.000000 Penalty: 5671.184082
	Iteration 44Q: 3 clusters Score -1.131457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91327 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11314567.000000 Penalty: 5671.184082
	Iteration 45Q: 3 clusters Score -1.131457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91327 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11314567.000000 Penalty: 5671.184082
	Iteration 46F: 3 clusters Score -1.131457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Entering Unmasked Estep 
Score: -1041191.000000 Penalty: 2178.510254
	Iteration 0F: 2 clusters Score -1041191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1035866.625000 Penalty: 4357.020508
	Iteration 0F: 3 clusters Score -1035867 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1037749.812500 Penalty: 4357.020508
	Iteration 1F: 3 clusters Score -1037750 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1038329.437500 Penalty: 4357.020508
	Iteration 2F: 3 clusters Score -1038329 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1038747.937500 Penalty: 4357.020508
	Iteration 3F: 3 clusters Score -1038748 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1039049.625000 Penalty: 4357.020508
	Iteration 4F: 3 clusters Score -1039050 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1039300.937500 Penalty: 4357.020508
	Iteration 5F: 3 clusters Score -1039301 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1039502.750000 Penalty: 4357.020508
	Iteration 6Q: 3 clusters Score -1039503 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1039657.062500 Penalty: 4357.020508
	Iteration 7Q: 3 clusters Score -1039657 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1039783.750000 Penalty: 4357.020508
	Iteration 8Q: 3 clusters Score -1039784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1039851.437500 Penalty: 4357.020508
	Iteration 9Q: 3 clusters Score -1039851 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1039894.875000 Penalty: 4357.020508
	Iteration 10Q: 3 clusters Score -1039895 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1039920.562500 Penalty: 4357.020508
	Iteration 11Q: 3 clusters Score -1039921 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1039938.625000 Penalty: 4357.020508
	Iteration 12Q: 3 clusters Score -1039939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1039953.437500 Penalty: 4357.020508
	Iteration 13Q: 3 clusters Score -1039953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1039972.000000 Penalty: 4357.020508
	Iteration 14Q: 3 clusters Score -1039972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1039992.562500 Penalty: 4357.020508
	Iteration 15Q: 3 clusters Score -1039993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1040007.750000 Penalty: 4357.020508
	Iteration 16Q: 3 clusters Score -1040008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1040028.625000 Penalty: 4357.020508
	Iteration 17Q: 3 clusters Score -1040029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1040061.250000 Penalty: 4357.020508
	Iteration 18Q: 3 clusters Score -1040061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1040090.562500 Penalty: 4357.020508
	Iteration 19Q: 3 clusters Score -1040091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1040111.562500 Penalty: 4357.020508
	Iteration 20F: 3 clusters Score -1040112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1040120.375000 Penalty: 4357.020508
	Iteration 21Q: 3 clusters Score -1040120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1040133.062500 Penalty: 4357.020508
	Iteration 22Q: 3 clusters Score -1040133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1040147.000000 Penalty: 4357.020508
	Iteration 23Q: 3 clusters Score -1040147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1040160.437500 Penalty: 4357.020508
	Iteration 24Q: 3 clusters Score -1040160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1040170.937500 Penalty: 4357.020508
	Iteration 25Q: 3 clusters Score -1040171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1040176.875000 Penalty: 4357.020508
	Iteration 26Q: 3 clusters Score -1040177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1040182.875000 Penalty: 4357.020508
	Iteration 27Q: 3 clusters Score -1040183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1040190.500000 Penalty: 4357.020508
	Iteration 28Q: 3 clusters Score -1040190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1040200.500000 Penalty: 4357.020508
	Iteration 29Q: 3 clusters Score -1040200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1040212.062500 Penalty: 4357.020508
	Iteration 30Q: 3 clusters Score -1040212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1040219.687500 Penalty: 4357.020508
	Iteration 31Q: 3 clusters Score -1040220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1040234.812500 Penalty: 4357.020508
	Iteration 32Q: 3 clusters Score -1040235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1040248.500000 Penalty: 4357.020508
	Iteration 33Q: 3 clusters Score -1040248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1040259.187500 Penalty: 4357.020508
	Iteration 34Q: 3 clusters Score -1040259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1040267.187500 Penalty: 4357.020508
	Iteration 35Q: 3 clusters Score -1040267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1040271.625000 Penalty: 4357.020508
	Iteration 36Q: 3 clusters Score -1040272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1040274.812500 Penalty: 4357.020508
	Iteration 37Q: 3 clusters Score -1040275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1040281.187500 Penalty: 4357.020508
	Iteration 38Q: 3 clusters Score -1040281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1040282.187500 Penalty: 4357.020508
	Iteration 39Q: 3 clusters Score -1040282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1040283.250000 Penalty: 4357.020508
	Iteration 40F: 3 clusters Score -1040283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1040285.125000 Penalty: 4357.020508
	Iteration 41Q: 3 clusters Score -1040285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1040291.437500 Penalty: 4357.020508
	Iteration 42Q: 3 clusters Score -1040291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1040293.000000 Penalty: 4357.020508
	Iteration 43Q: 3 clusters Score -1040293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1040295.125000 Penalty: 4357.020508
	Iteration 44Q: 3 clusters Score -1040295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1040296.187500 Penalty: 4357.020508
	Iteration 45Q: 3 clusters Score -1040296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1040296.187500 Penalty: 4357.020508
	Iteration 46F: 3 clusters Score -1040296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -190338.515625 Penalty: 1861.907104
	Iteration 0F: 2 clusters Score -190338.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -187860.703125 Penalty: 3723.814209
	Iteration 0F: 3 clusters Score -187860.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -188315.937500 Penalty: 3723.814209
	Iteration 1F: 3 clusters Score -188315.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -188433.546875 Penalty: 3723.814209
	Iteration 2F: 3 clusters Score -188433.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -188514.921875 Penalty: 3723.814209
	Iteration 3Q: 3 clusters Score -188514.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -188575.296875 Penalty: 3723.814209
	Iteration 4Q: 3 clusters Score -188575.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -188608.296875 Penalty: 3723.814209
	Iteration 5Q: 3 clusters Score -188608.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -188635.796875 Penalty: 3723.814209
	Iteration 6Q: 3 clusters Score -188635.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -188664.937500 Penalty: 3723.814209
	Iteration 7Q: 3 clusters Score -188664.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -188700.203125 Penalty: 3723.814209
	Iteration 8Q: 3 clusters Score -188700.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -188735.015625 Penalty: 3723.814209
	Iteration 9Q: 3 clusters Score -188735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -188757.296875 Penalty: 3723.814209
	Iteration 10Q: 3 clusters Score -188757.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -188780.281250 Penalty: 3723.814209
	Iteration 11Q: 3 clusters Score -188780.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -188796.109375 Penalty: 3723.814209
	Iteration 12Q: 3 clusters Score -188796.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -188806.640625 Penalty: 3723.814209
	Iteration 13Q: 3 clusters Score -188806.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -188815.359375 Penalty: 3723.814209
	Iteration 14Q: 3 clusters Score -188815.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -188823.468750 Penalty: 3723.814209
	Iteration 15Q: 3 clusters Score -188823.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -188830.187500 Penalty: 3723.814209
	Iteration 16Q: 3 clusters Score -188830.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -188838.031250 Penalty: 3723.814209
	Iteration 17Q: 3 clusters Score -188838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -188845.890625 Penalty: 3723.814209
	Iteration 18Q: 3 clusters Score -188845.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -188850.859375 Penalty: 3723.814209
	Iteration 19Q: 3 clusters Score -188850.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -188857.296875 Penalty: 3723.814209
	Iteration 20F: 3 clusters Score -188857.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -188864.203125 Penalty: 3723.814209
	Iteration 21Q: 3 clusters Score -188864.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -188875.390625 Penalty: 3723.814209
	Iteration 22Q: 3 clusters Score -188875.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -188884.250000 Penalty: 3723.814209
	Iteration 23Q: 3 clusters Score -188884.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -188889.796875 Penalty: 3723.814209
	Iteration 24Q: 3 clusters Score -188889.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -188897.937500 Penalty: 3723.814209
	Iteration 25Q: 3 clusters Score -188897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -188905.671875 Penalty: 3723.814209
	Iteration 26Q: 3 clusters Score -188905.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -188910.953125 Penalty: 3723.814209
	Iteration 27Q: 3 clusters Score -188911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -188917.921875 Penalty: 3723.814209
	Iteration 28Q: 3 clusters Score -188917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -188919.046875 Penalty: 3723.814209
	Iteration 29Q: 3 clusters Score -188919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -188920.968750 Penalty: 3723.814209
	Iteration 30Q: 3 clusters Score -188921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -188921.640625 Penalty: 3723.814209
	Iteration 31Q: 3 clusters Score -188921.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -188923.015625 Penalty: 3723.814209
	Iteration 32Q: 3 clusters Score -188923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -188923.156250 Penalty: 3723.814209
	Iteration 33Q: 3 clusters Score -188923.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -188923.156250 Penalty: 3723.814209
	Iteration 34F: 3 clusters Score -188923.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Entering Unmasked Estep 
Score: -1256419.375000 Penalty: 2296.736084
	Iteration 0F: 2 clusters Score -1256419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1248439.375000 Penalty: 4593.472168
	Iteration 0F: 3 clusters Score -1248439 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1251003.125000 Penalty: 4593.472168
	Iteration 1F: 3 clusters Score -1251003 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1251498.625000 Penalty: 4593.472168
	Iteration 2F: 3 clusters Score -1251499 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1251962.375000 Penalty: 4593.472168
	Iteration 3F: 3 clusters Score -1251962 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1252435.000000 Penalty: 4593.472168
	Iteration 4F: 3 clusters Score -1252435 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1252920.125000 Penalty: 4593.472168
	Iteration 5F: 3 clusters Score -1252920 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1253384.500000 Penalty: 4593.472168
	Iteration 6F: 3 clusters Score -1253384 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1253780.625000 Penalty: 4593.472168
	Iteration 7Q: 3 clusters Score -1253781 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1254096.500000 Penalty: 4593.472168
	Iteration 8Q: 3 clusters Score -1254096 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1254307.750000 Penalty: 4593.472168
	Iteration 9Q: 3 clusters Score -1254308 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1254442.000000 Penalty: 4593.472168
	Iteration 10Q: 3 clusters Score -1254442 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1254540.625000 Penalty: 4593.472168
	Iteration 11Q: 3 clusters Score -1254541 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1254596.250000 Penalty: 4593.472168
	Iteration 12Q: 3 clusters Score -1254596 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1254645.625000 Penalty: 4593.472168
	Iteration 13Q: 3 clusters Score -1254646 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1254692.375000 Penalty: 4593.472168
	Iteration 14Q: 3 clusters Score -1254692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1254720.375000 Penalty: 4593.472168
	Iteration 15Q: 3 clusters Score -1254720 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1254748.125000 Penalty: 4593.472168
	Iteration 16Q: 3 clusters Score -1254748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1254770.000000 Penalty: 4593.472168
	Iteration 17Q: 3 clusters Score -1254770 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1254800.625000 Penalty: 4593.472168
	Iteration 18Q: 3 clusters Score -1254801 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1254829.375000 Penalty: 4593.472168
	Iteration 19Q: 3 clusters Score -1254829 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1254858.500000 Penalty: 4593.472168
	Iteration 20F: 3 clusters Score -1254858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1254878.750000 Penalty: 4593.472168
	Iteration 21Q: 3 clusters Score -1254879 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1254888.000000 Penalty: 4593.472168
	Iteration 22Q: 3 clusters Score -1254888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1254900.500000 Penalty: 4593.472168
	Iteration 23Q: 3 clusters Score -1254900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1254917.375000 Penalty: 4593.472168
	Iteration 24Q: 3 clusters Score -1254917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1254925.000000 Penalty: 4593.472168
	Iteration 25Q: 3 clusters Score -1254925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1254937.500000 Penalty: 4593.472168
	Iteration 26Q: 3 clusters Score -1254938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1254952.250000 Penalty: 4593.472168
	Iteration 27Q: 3 clusters Score -1254952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1254961.125000 Penalty: 4593.472168
	Iteration 28Q: 3 clusters Score -1254961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1254971.750000 Penalty: 4593.472168
	Iteration 29Q: 3 clusters Score -1254972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1254984.250000 Penalty: 4593.472168
	Iteration 30Q: 3 clusters Score -1254984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1254989.875000 Penalty: 4593.472168
	Iteration 31Q: 3 clusters Score -1254990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1254994.375000 Penalty: 4593.472168
	Iteration 32Q: 3 clusters Score -1254994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1255004.500000 Penalty: 4593.472168
	Iteration 33Q: 3 clusters Score -1255004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1255010.250000 Penalty: 4593.472168
	Iteration 34Q: 3 clusters Score -1255010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1255013.500000 Penalty: 4593.472168
	Iteration 35Q: 3 clusters Score -1255014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1255013.750000 Penalty: 4593.472168
	Iteration 36Q: 3 clusters Score -1255014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1255016.500000 Penalty: 4593.472168
	Iteration 37Q: 3 clusters Score -1255016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1255020.000000 Penalty: 4593.472168
	Iteration 38Q: 3 clusters Score -1255020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1255017.625000 Penalty: 4593.472168
	Iteration 39Q: 3 clusters Score -1255018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1255018.250000 Penalty: 4593.472168
	Iteration 40F: 3 clusters Score -1255018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1255019.750000 Penalty: 4593.472168
	Iteration 41Q: 3 clusters Score -1255020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1255018.500000 Penalty: 4593.472168
	Iteration 42Q: 3 clusters Score -1255018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1255019.000000 Penalty: 4593.472168
	Iteration 43Q: 3 clusters Score -1255019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1255019.750000 Penalty: 4593.472168
	Iteration 44Q: 3 clusters Score -1255020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1255021.750000 Penalty: 4593.472168
	Iteration 45Q: 3 clusters Score -1255022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1255020.250000 Penalty: 4593.472168
	Iteration 46Q: 3 clusters Score -1255020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1255022.000000 Penalty: 4593.472168
	Iteration 47Q: 3 clusters Score -1255022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1255020.375000 Penalty: 4593.472168
	Iteration 48Q: 3 clusters Score -1255020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1255025.500000 Penalty: 4593.472168
	Iteration 49Q: 3 clusters Score -1255026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1255025.125000 Penalty: 4593.472168
	Iteration 50Q: 3 clusters Score -1255025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1255024.125000 Penalty: 4593.472168
	Iteration 51Q: 3 clusters Score -1255024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1255024.125000 Penalty: 4593.472168
	Iteration 52F: 3 clusters Score -1255024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Entering Unmasked Estep 
Score: -2853657.000000 Penalty: 2496.575928
	Iteration 0F: 2 clusters Score -2853657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2837398.000000 Penalty: 4993.151855
	Iteration 0F: 3 clusters Score -2837398 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2843143.500000 Penalty: 4993.151855
	Iteration 1F: 3 clusters Score -2843144 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2843822.250000 Penalty: 4993.151855
	Iteration 2F: 3 clusters Score -2843822 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2844556.250000 Penalty: 4993.151855
	Iteration 3F: 3 clusters Score -2844556 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2845409.750000 Penalty: 4993.151855
	Iteration 4F: 3 clusters Score -2845410 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2846299.500000 Penalty: 4993.151855
	Iteration 5F: 3 clusters Score -2846300 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2847272.000000 Penalty: 4993.151855
	Iteration 6F: 3 clusters Score -2847272 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2848278.250000 Penalty: 4993.151855
	Iteration 7F: 3 clusters Score -2848278 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2849273.500000 Penalty: 4993.151855
	Iteration 8F: 3 clusters Score -2849274 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2850137.000000 Penalty: 4993.151855
	Iteration 9F: 3 clusters Score -2850137 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2850664.750000 Penalty: 4993.151855
	Iteration 10Q: 3 clusters Score -2850665 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2850923.250000 Penalty: 4993.151855
	Iteration 11Q: 3 clusters Score -2850923 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2851049.500000 Penalty: 4993.151855
	Iteration 12Q: 3 clusters Score -2851050 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2851110.500000 Penalty: 4993.151855
	Iteration 13Q: 3 clusters Score -2851110 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2851161.500000 Penalty: 4993.151855
	Iteration 14Q: 3 clusters Score -2851162 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2851203.250000 Penalty: 4993.151855
	Iteration 15Q: 3 clusters Score -2851203 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2851222.000000 Penalty: 4993.151855
	Iteration 16Q: 3 clusters Score -2851222 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2851231.250000 Penalty: 4993.151855
	Iteration 17Q: 3 clusters Score -2851231 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2851252.250000 Penalty: 4993.151855
	Iteration 18Q: 3 clusters Score -2851252 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2851257.000000 Penalty: 4993.151855
	Iteration 19Q: 3 clusters Score -2851257 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2851268.500000 Penalty: 4993.151855
	Iteration 20F: 3 clusters Score -2851268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2851287.500000 Penalty: 4993.151855
	Iteration 21Q: 3 clusters Score -2851288 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2851285.000000 Penalty: 4993.151855
	Iteration 22Q: 3 clusters Score -2851285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2851295.500000 Penalty: 4993.151855
	Iteration 23Q: 3 clusters Score -2851296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2851297.750000 Penalty: 4993.151855
	Iteration 24Q: 3 clusters Score -2851298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2851311.000000 Penalty: 4993.151855
	Iteration 25Q: 3 clusters Score -2851311 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2851319.750000 Penalty: 4993.151855
	Iteration 26Q: 3 clusters Score -2851320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2851327.250000 Penalty: 4993.151855
	Iteration 27Q: 3 clusters Score -2851327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2851326.500000 Penalty: 4993.151855
	Iteration 28Q: 3 clusters Score -2851326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2851339.250000 Penalty: 4993.151855
	Iteration 29Q: 3 clusters Score -2851339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2851338.750000 Penalty: 4993.151855
	Iteration 30Q: 3 clusters Score -2851339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2851336.750000 Penalty: 4993.151855
	Iteration 31Q: 3 clusters Score -2851337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2851334.500000 Penalty: 4993.151855
	Iteration 32Q: 3 clusters Score -2851334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2851338.250000 Penalty: 4993.151855
	Iteration 33Q: 3 clusters Score -2851338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2851336.750000 Penalty: 4993.151855
	Iteration 34Q: 3 clusters Score -2851337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2851338.500000 Penalty: 4993.151855
	Iteration 35Q: 3 clusters Score -2851338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2851338.000000 Penalty: 4993.151855
	Iteration 36Q: 3 clusters Score -2851338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2851344.750000 Penalty: 4993.151855
	Iteration 37Q: 3 clusters Score -2851345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2851343.000000 Penalty: 4993.151855
	Iteration 38Q: 3 clusters Score -2851343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2851341.750000 Penalty: 4993.151855
	Iteration 39Q: 3 clusters Score -2851342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2851336.500000 Penalty: 4993.151855
	Iteration 40F: 3 clusters Score -2851336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2851344.250000 Penalty: 4993.151855
	Iteration 41Q: 3 clusters Score -2851344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2851348.500000 Penalty: 4993.151855
	Iteration 42Q: 3 clusters Score -2851348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2851343.000000 Penalty: 4993.151855
	Iteration 43Q: 3 clusters Score -2851343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2851349.250000 Penalty: 4993.151855
	Iteration 44Q: 3 clusters Score -2851349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2851348.000000 Penalty: 4993.151855
	Iteration 45Q: 3 clusters Score -2851348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2851353.750000 Penalty: 4993.151855
	Iteration 46Q: 3 clusters Score -2851354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2851346.250000 Penalty: 4993.151855
	Iteration 47Q: 3 clusters Score -2851346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2851341.000000 Penalty: 4993.151855
	Iteration 48Q: 3 clusters Score -2851341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2851344.500000 Penalty: 4993.151855
	Iteration 49Q: 3 clusters Score -2851344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2851348.750000 Penalty: 4993.151855
	Iteration 50Q: 3 clusters Score -2851349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2851348.750000 Penalty: 4993.151855
	Iteration 51Q: 3 clusters Score -2851349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2851349.500000 Penalty: 4993.151855
	Iteration 52Q: 3 clusters Score -2851350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2851347.500000 Penalty: 4993.151855
	Iteration 53Q: 3 clusters Score -2851348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2851349.000000 Penalty: 4993.151855
	Iteration 54Q: 3 clusters Score -2851349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2851348.000000 Penalty: 4993.151855
	Iteration 55Q: 3 clusters Score -2851348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2851350.750000 Penalty: 4993.151855
	Iteration 56Q: 3 clusters Score -2851351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2851351.000000 Penalty: 4993.151855
	Iteration 57Q: 3 clusters Score -2851351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2851351.500000 Penalty: 4993.151855
	Iteration 58Q: 3 clusters Score -2851352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2851354.000000 Penalty: 4993.151855
	Iteration 59Q: 3 clusters Score -2851354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2851355.500000 Penalty: 4993.151855
	Iteration 60F: 3 clusters Score -2851356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (39198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Entering Unmasked Estep 
Score: -4884186.000000 Penalty: 2622.942383
	Iteration 0F: 2 clusters Score -4884186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4857628.000000 Penalty: 5245.884766
	Iteration 0F: 3 clusters Score -4857628 nChanged 17906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -4867637.500000 Penalty: 5245.884766
	Iteration 1F: 3 clusters Score -4867638 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -4868311.500000 Penalty: 5245.884766
	Iteration 2Q: 3 clusters Score -4868312 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -4869224.500000 Penalty: 5245.884766
	Iteration 3Q: 3 clusters Score -4869224 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -4870407.000000 Penalty: 5245.884766
	Iteration 4F: 3 clusters Score -4870407 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -4872114.500000 Penalty: 5245.884766
	Iteration 5F: 3 clusters Score -4872114 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -4874160.500000 Penalty: 5245.884766
	Iteration 6F: 3 clusters Score -4874160 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -4876258.500000 Penalty: 5245.884766
	Iteration 7F: 3 clusters Score -4876258 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -4878215.000000 Penalty: 5245.884766
	Iteration 8F: 3 clusters Score -4878215 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4879620.500000 Penalty: 5245.884766
	Iteration 9Q: 3 clusters Score -4879620 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -4880442.000000 Penalty: 5245.884766
	Iteration 10Q: 3 clusters Score -4880442 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4880986.500000 Penalty: 5245.884766
	Iteration 11Q: 3 clusters Score -4880986 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -4881323.000000 Penalty: 5245.884766
	Iteration 12Q: 3 clusters Score -4881323 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -4881533.500000 Penalty: 5245.884766
	Iteration 13Q: 3 clusters Score -4881534 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -4881683.500000 Penalty: 5245.884766
	Iteration 14Q: 3 clusters Score -4881684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -4881723.500000 Penalty: 5245.884766
	Iteration 15Q: 3 clusters Score -4881724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -4881767.000000 Penalty: 5245.884766
	Iteration 16Q: 3 clusters Score -4881767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4881804.500000 Penalty: 5245.884766
	Iteration 17Q: 3 clusters Score -4881804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -4881815.500000 Penalty: 5245.884766
	Iteration 18Q: 3 clusters Score -4881816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -4881839.500000 Penalty: 5245.884766
	Iteration 19Q: 3 clusters Score -4881840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -4881850.500000 Penalty: 5245.884766
	Iteration 20F: 3 clusters Score -4881850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -4881864.000000 Penalty: 5245.884766
	Iteration 21Q: 3 clusters Score -4881864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -4881879.500000 Penalty: 5245.884766
	Iteration 22Q: 3 clusters Score -4881880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -4881898.000000 Penalty: 5245.884766
	Iteration 23Q: 3 clusters Score -4881898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -4881914.500000 Penalty: 5245.884766
	Iteration 24Q: 3 clusters Score -4881914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -4881917.000000 Penalty: 5245.884766
	Iteration 25Q: 3 clusters Score -4881917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -4881923.000000 Penalty: 5245.884766
	Iteration 26Q: 3 clusters Score -4881923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -4881934.000000 Penalty: 5245.884766
	Iteration 27Q: 3 clusters Score -4881934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -4881940.500000 Penalty: 5245.884766
	Iteration 28Q: 3 clusters Score -4881940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4881945.000000 Penalty: 5245.884766
	Iteration 29Q: 3 clusters Score -4881945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4881945.500000 Penalty: 5245.884766
	Iteration 30Q: 3 clusters Score -4881946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4881945.500000 Penalty: 5245.884766
	Iteration 31F: 3 clusters Score -4881946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -597221.312500 Penalty: 2117.951660
	Iteration 0F: 2 clusters Score -597221.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -592630.562500 Penalty: 4235.903320
	Iteration 0F: 3 clusters Score -592630.6 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -593817.812500 Penalty: 4235.903320
	Iteration 1F: 3 clusters Score -593817.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -594181.000000 Penalty: 4235.903320
	Iteration 2F: 3 clusters Score -594181 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -594514.937500 Penalty: 4235.903320
	Iteration 3F: 3 clusters Score -594514.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -594845.562500 Penalty: 4235.903320
	Iteration 4F: 3 clusters Score -594845.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -595160.187500 Penalty: 4235.903320
	Iteration 5F: 3 clusters Score -595160.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -595417.000000 Penalty: 4235.903320
	Iteration 6F: 3 clusters Score -595417 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -595584.375000 Penalty: 4235.903320
	Iteration 7Q: 3 clusters Score -595584.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -595684.000000 Penalty: 4235.903320
	Iteration 8Q: 3 clusters Score -595684 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -595755.000000 Penalty: 4235.903320
	Iteration 9Q: 3 clusters Score -595755 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -595799.625000 Penalty: 4235.903320
	Iteration 10Q: 3 clusters Score -595799.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -595833.312500 Penalty: 4235.903320
	Iteration 11Q: 3 clusters Score -595833.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -595855.687500 Penalty: 4235.903320
	Iteration 12Q: 3 clusters Score -595855.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -595883.375000 Penalty: 4235.903320
	Iteration 13Q: 3 clusters Score -595883.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -595905.625000 Penalty: 4235.903320
	Iteration 14Q: 3 clusters Score -595905.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -595927.062500 Penalty: 4235.903320
	Iteration 15Q: 3 clusters Score -595927.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -595944.125000 Penalty: 4235.903320
	Iteration 16Q: 3 clusters Score -595944.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -595963.562500 Penalty: 4235.903320
	Iteration 17Q: 3 clusters Score -595963.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -595982.562500 Penalty: 4235.903320
	Iteration 18Q: 3 clusters Score -595982.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -596001.250000 Penalty: 4235.903320
	Iteration 19Q: 3 clusters Score -596001.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -596012.750000 Penalty: 4235.903320
	Iteration 20F: 3 clusters Score -596012.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -596021.937500 Penalty: 4235.903320
	Iteration 21Q: 3 clusters Score -596021.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -596030.312500 Penalty: 4235.903320
	Iteration 22Q: 3 clusters Score -596030.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -596038.437500 Penalty: 4235.903320
	Iteration 23Q: 3 clusters Score -596038.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -596047.437500 Penalty: 4235.903320
	Iteration 24Q: 3 clusters Score -596047.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -596054.812500 Penalty: 4235.903320
	Iteration 25Q: 3 clusters Score -596054.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -596064.250000 Penalty: 4235.903320
	Iteration 26Q: 3 clusters Score -596064.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -596071.062500 Penalty: 4235.903320
	Iteration 27Q: 3 clusters Score -596071.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -596074.812500 Penalty: 4235.903320
	Iteration 28Q: 3 clusters Score -596074.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -596079.125000 Penalty: 4235.903320
	Iteration 29Q: 3 clusters Score -596079.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -596084.750000 Penalty: 4235.903320
	Iteration 30Q: 3 clusters Score -596084.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -596087.125000 Penalty: 4235.903320
	Iteration 31Q: 3 clusters Score -596087.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -596092.562500 Penalty: 4235.903320
	Iteration 32Q: 3 clusters Score -596092.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -596095.875000 Penalty: 4235.903320
	Iteration 33Q: 3 clusters Score -596095.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -596100.625000 Penalty: 4235.903320
	Iteration 34Q: 3 clusters Score -596100.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -596105.000000 Penalty: 4235.903320
	Iteration 35Q: 3 clusters Score -596105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -596109.500000 Penalty: 4235.903320
	Iteration 36Q: 3 clusters Score -596109.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -596113.875000 Penalty: 4235.903320
	Iteration 37Q: 3 clusters Score -596113.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -596117.875000 Penalty: 4235.903320
	Iteration 38Q: 3 clusters Score -596117.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -596122.312500 Penalty: 4235.903320
	Iteration 39Q: 3 clusters Score -596122.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -596124.750000 Penalty: 4235.903320
	Iteration 40F: 3 clusters Score -596124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -596126.000000 Penalty: 4235.903320
	Iteration 41Q: 3 clusters Score -596126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -596131.125000 Penalty: 4235.903320
	Iteration 42Q: 3 clusters Score -596131.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -596130.875000 Penalty: 4235.903320
	Iteration 43Q: 3 clusters Score -596130.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -596133.750000 Penalty: 4235.903320
	Iteration 44Q: 3 clusters Score -596133.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -596136.250000 Penalty: 4235.903320
	Iteration 45Q: 3 clusters Score -596136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -596137.062500 Penalty: 4235.903320
	Iteration 46Q: 3 clusters Score -596137.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -596138.312500 Penalty: 4235.903320
	Iteration 47Q: 3 clusters Score -596138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -596138.375000 Penalty: 4235.903320
	Iteration 48Q: 3 clusters Score -596138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -596138.375000 Penalty: 4235.903320
	Iteration 49F: 3 clusters Score -596138.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -378413.125000 Penalty: 2004.435791
	Iteration 0F: 2 clusters Score -378413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -374985.250000 Penalty: 4008.871582
	Iteration 0F: 3 clusters Score -374985.2 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -375810.312500 Penalty: 4008.871582
	Iteration 1F: 3 clusters Score -375810.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -376067.437500 Penalty: 4008.871582
	Iteration 2F: 3 clusters Score -376067.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -376251.750000 Penalty: 4008.871582
	Iteration 3F: 3 clusters Score -376251.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -376372.906250 Penalty: 4008.871582
	Iteration 4Q: 3 clusters Score -376372.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -376447.781250 Penalty: 4008.871582
	Iteration 5Q: 3 clusters Score -376447.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -376510.437500 Penalty: 4008.871582
	Iteration 6Q: 3 clusters Score -376510.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -376569.156250 Penalty: 4008.871582
	Iteration 7Q: 3 clusters Score -376569.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -376613.375000 Penalty: 4008.871582
	Iteration 8Q: 3 clusters Score -376613.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -376648.718750 Penalty: 4008.871582
	Iteration 9Q: 3 clusters Score -376648.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -376677.906250 Penalty: 4008.871582
	Iteration 10Q: 3 clusters Score -376677.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -376700.468750 Penalty: 4008.871582
	Iteration 11Q: 3 clusters Score -376700.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -376725.812500 Penalty: 4008.871582
	Iteration 12Q: 3 clusters Score -376725.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -376743.750000 Penalty: 4008.871582
	Iteration 13Q: 3 clusters Score -376743.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -376763.125000 Penalty: 4008.871582
	Iteration 14Q: 3 clusters Score -376763.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -376781.500000 Penalty: 4008.871582
	Iteration 15Q: 3 clusters Score -376781.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -376792.812500 Penalty: 4008.871582
	Iteration 16Q: 3 clusters Score -376792.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -376804.781250 Penalty: 4008.871582
	Iteration 17Q: 3 clusters Score -376804.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -376814.437500 Penalty: 4008.871582
	Iteration 18Q: 3 clusters Score -376814.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -376829.687500 Penalty: 4008.871582
	Iteration 19Q: 3 clusters Score -376829.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -376849.656250 Penalty: 4008.871582
	Iteration 20F: 3 clusters Score -376849.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -376863.937500 Penalty: 4008.871582
	Iteration 21Q: 3 clusters Score -376863.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -376882.593750 Penalty: 4008.871582
	Iteration 22Q: 3 clusters Score -376882.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -376903.812500 Penalty: 4008.871582
	Iteration 23Q: 3 clusters Score -376903.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -376931.062500 Penalty: 4008.871582
	Iteration 24Q: 3 clusters Score -376931.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -376964.468750 Penalty: 4008.871582
	Iteration 25Q: 3 clusters Score -376964.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -377012.000000 Penalty: 4008.871582
	Iteration 26Q: 3 clusters Score -377012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -377067.406250 Penalty: 4008.871582
	Iteration 27Q: 3 clusters Score -377067.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -377121.437500 Penalty: 4008.871582
	Iteration 28Q: 3 clusters Score -377121.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -377181.281250 Penalty: 4008.871582
	Iteration 29Q: 3 clusters Score -377181.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -377271.562500 Penalty: 4008.871582
	Iteration 30Q: 3 clusters Score -377271.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -377392.843750 Penalty: 4008.871582
	Iteration 31Q: 3 clusters Score -377392.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -377522.437500 Penalty: 4008.871582
	Iteration 32Q: 3 clusters Score -377522.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -377723.843750 Penalty: 4008.871582
	Iteration 33Q: 3 clusters Score -377723.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -377913.781250 Penalty: 4008.871582
	Iteration 34Q: 3 clusters Score -377913.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -378027.625000 Penalty: 4008.871582
	Iteration 35Q: 3 clusters Score -378027.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -378103.125000 Penalty: 4008.871582
	Iteration 36Q: 3 clusters Score -378103.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -378148.968750 Penalty: 4008.871582
	Iteration 37Q: 3 clusters Score -378149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -378162.062500 Penalty: 4008.871582
	Iteration 38Q: 3 clusters Score -378162.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -378167.625000 Penalty: 4008.871582
	Iteration 39Q: 3 clusters Score -378167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -378173.531250 Penalty: 4008.871582
	Iteration 40F: 3 clusters Score -378173.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -378174.031250 Penalty: 4008.871582
	Iteration 41Q: 3 clusters Score -378174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -378174.031250 Penalty: 4008.871582
	Iteration 42F: 3 clusters Score -378174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -48775.851562 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -48775.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47580.128906 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -47580.13 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47860.628906 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -47860.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47945.824219 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -47945.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48024.640625 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -48024.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48051.519531 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -48051.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48121.886719 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -48121.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48187.152344 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -48187.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48243.906250 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -48243.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48284.777344 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -48284.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48296.363281 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -48296.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48321.460938 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -48321.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48378.812500 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -48378.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48400.152344 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -48400.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48430.898438 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -48430.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48443.367188 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -48443.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48448.238281 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -48448.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48450.656250 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -48450.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48453.199219 Penalty: 2993.598877
	Iteration 17Q: 3 clusters Score -48453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48453.199219 Penalty: 2993.598877
	Iteration 18F: 3 clusters Score -48453.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1533711.125000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1533711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1524784.750000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1524785 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1527459.875000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1527460 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1527745.250000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1527745 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1527969.500000 Penalty: 4651.012207
	Iteration 3Q: 3 clusters Score -1527970 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1528143.125000 Penalty: 4651.012207
	Iteration 4Q: 3 clusters Score -1528143 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1528301.250000 Penalty: 4651.012207
	Iteration 5Q: 3 clusters Score -1528301 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1528444.750000 Penalty: 4651.012207
	Iteration 6Q: 3 clusters Score -1528445 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1528585.500000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1528586 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1528722.000000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1528722 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1528893.250000 Penalty: 4651.012207
	Iteration 9Q: 3 clusters Score -1528893 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1529118.875000 Penalty: 4651.012207
	Iteration 10Q: 3 clusters Score -1529119 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1529407.125000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1529407 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1529794.500000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1529794 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1530236.375000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1530236 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1530676.625000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1530677 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1531037.250000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1531037 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1531270.750000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1531271 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1531422.125000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1531422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1531512.125000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1531512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1531560.875000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1531561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1531594.000000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1531594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1531613.375000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1531613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1531625.875000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1531626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1531635.750000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1531636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1531643.000000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1531643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1531651.125000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1531651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1531656.250000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1531656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1531663.875000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1531664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1531678.625000 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -1531679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1531686.875000 Penalty: 4651.012207
	Iteration 29Q: 3 clusters Score -1531687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1531694.500000 Penalty: 4651.012207
	Iteration 30Q: 3 clusters Score -1531694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1531694.500000 Penalty: 4651.012207
	Iteration 31F: 3 clusters Score -1531694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -711658.812500 Penalty: 2150.691650
	Iteration 0F: 2 clusters Score -711658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -706625.312500 Penalty: 4301.383301
	Iteration 0F: 3 clusters Score -706625.3 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -707955.437500 Penalty: 4301.383301
	Iteration 1F: 3 clusters Score -707955.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -708248.187500 Penalty: 4301.383301
	Iteration 2F: 3 clusters Score -708248.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -708493.187500 Penalty: 4301.383301
	Iteration 3F: 3 clusters Score -708493.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -708692.750000 Penalty: 4301.383301
	Iteration 4F: 3 clusters Score -708692.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -708849.875000 Penalty: 4301.383301
	Iteration 5Q: 3 clusters Score -708849.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -709007.437500 Penalty: 4301.383301
	Iteration 6Q: 3 clusters Score -709007.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -709158.750000 Penalty: 4301.383301
	Iteration 7Q: 3 clusters Score -709158.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -709298.750000 Penalty: 4301.383301
	Iteration 8Q: 3 clusters Score -709298.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -709427.750000 Penalty: 4301.383301
	Iteration 9Q: 3 clusters Score -709427.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -709549.125000 Penalty: 4301.383301
	Iteration 10Q: 3 clusters Score -709549.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -709646.437500 Penalty: 4301.383301
	Iteration 11Q: 3 clusters Score -709646.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -709727.437500 Penalty: 4301.383301
	Iteration 12Q: 3 clusters Score -709727.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -709787.375000 Penalty: 4301.383301
	Iteration 13Q: 3 clusters Score -709787.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -709840.625000 Penalty: 4301.383301
	Iteration 14Q: 3 clusters Score -709840.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -709884.187500 Penalty: 4301.383301
	Iteration 15Q: 3 clusters Score -709884.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -709918.187500 Penalty: 4301.383301
	Iteration 16Q: 3 clusters Score -709918.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -709947.625000 Penalty: 4301.383301
	Iteration 17Q: 3 clusters Score -709947.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -709975.062500 Penalty: 4301.383301
	Iteration 18Q: 3 clusters Score -709975.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -709996.687500 Penalty: 4301.383301
	Iteration 19Q: 3 clusters Score -709996.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -710009.125000 Penalty: 4301.383301
	Iteration 20F: 3 clusters Score -710009.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -710022.625000 Penalty: 4301.383301
	Iteration 21Q: 3 clusters Score -710022.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -710036.000000 Penalty: 4301.383301
	Iteration 22Q: 3 clusters Score -710036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -710044.250000 Penalty: 4301.383301
	Iteration 23Q: 3 clusters Score -710044.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -710048.125000 Penalty: 4301.383301
	Iteration 24Q: 3 clusters Score -710048.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -710054.187500 Penalty: 4301.383301
	Iteration 25Q: 3 clusters Score -710054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -710055.687500 Penalty: 4301.383301
	Iteration 26Q: 3 clusters Score -710055.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -710056.625000 Penalty: 4301.383301
	Iteration 27Q: 3 clusters Score -710056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -710059.750000 Penalty: 4301.383301
	Iteration 28Q: 3 clusters Score -710059.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -710060.312500 Penalty: 4301.383301
	Iteration 29Q: 3 clusters Score -710060.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -710063.812500 Penalty: 4301.383301
	Iteration 30Q: 3 clusters Score -710063.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -710065.750000 Penalty: 4301.383301
	Iteration 31Q: 3 clusters Score -710065.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -710071.062500 Penalty: 4301.383301
	Iteration 32Q: 3 clusters Score -710071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -710073.437500 Penalty: 4301.383301
	Iteration 33Q: 3 clusters Score -710073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -710077.750000 Penalty: 4301.383301
	Iteration 34Q: 3 clusters Score -710077.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -710078.312500 Penalty: 4301.383301
	Iteration 35Q: 3 clusters Score -710078.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -710078.312500 Penalty: 4301.383301
	Iteration 36F: 3 clusters Score -710078.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -317040.937500 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -317040.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -314029.968750 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -314030 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -314591.843750 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -314591.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -314762.343750 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -314762.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -314890.687500 Penalty: 3917.059082
	Iteration 3Q: 3 clusters Score -314890.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -315021.218750 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -315021.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -315129.500000 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -315129.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -315247.968750 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -315248 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -315407.687500 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -315407.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -315534.875000 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -315534.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -315643.218750 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -315643.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -315721.062500 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -315721.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -315799.125000 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -315799.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -315880.468750 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -315880.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -315950.406250 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -315950.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -316062.687500 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -316062.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -316184.312500 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -316184.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -316330.156250 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -316330.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -316469.031250 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -316469 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -316534.906250 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -316534.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -316573.500000 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -316573.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -316599.968750 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -316600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -316616.718750 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -316616.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -316631.156250 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -316631.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -316642.343750 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -316642.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -316649.687500 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -316649.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -316652.843750 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -316652.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -316654.750000 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -316654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -316657.093750 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -316657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -316658.437500 Penalty: 3917.059082
	Iteration 28Q: 3 clusters Score -316658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -316659.593750 Penalty: 3917.059082
	Iteration 29Q: 3 clusters Score -316659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -316659.437500 Penalty: 3917.059082
	Iteration 30Q: 3 clusters Score -316659.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -316660.468750 Penalty: 3917.059082
	Iteration 31Q: 3 clusters Score -316660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -316661.500000 Penalty: 3917.059082
	Iteration 32Q: 3 clusters Score -316661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -316661.500000 Penalty: 3917.059082
	Iteration 33F: 3 clusters Score -316661.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -264906.000000 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -264906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -262142.000000 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -262142 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -262666.375000 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -262666.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -262802.625000 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -262802.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -262864.843750 Penalty: 3822.926025
	Iteration 3Q: 3 clusters Score -262864.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -262902.312500 Penalty: 3822.926025
	Iteration 4Q: 3 clusters Score -262902.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -262921.218750 Penalty: 3822.926025
	Iteration 5Q: 3 clusters Score -262921.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -262936.937500 Penalty: 3822.926025
	Iteration 6Q: 3 clusters Score -262936.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -262945.000000 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -262945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -262953.406250 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -262953.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -262960.250000 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -262960.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -262968.406250 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -262968.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -262975.562500 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -262975.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -262985.281250 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -262985.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -262992.843750 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -262992.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -263006.468750 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -263006.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -263012.562500 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -263012.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -263017.343750 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -263017.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -263021.906250 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -263021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -263024.093750 Penalty: 3822.926025
	Iteration 18Q: 3 clusters Score -263024.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -263028.343750 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -263028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -263033.843750 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -263033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -263038.718750 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -263038.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -263040.875000 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -263040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -263042.312500 Penalty: 3822.926025
	Iteration 23Q: 3 clusters Score -263042.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -263043.000000 Penalty: 3822.926025
	Iteration 24Q: 3 clusters Score -263043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -263045.750000 Penalty: 3822.926025
	Iteration 25Q: 3 clusters Score -263045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -263046.781250 Penalty: 3822.926025
	Iteration 26Q: 3 clusters Score -263046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -263048.000000 Penalty: 3822.926025
	Iteration 27Q: 3 clusters Score -263048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -263049.656250 Penalty: 3822.926025
	Iteration 28Q: 3 clusters Score -263049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -263050.187500 Penalty: 3822.926025
	Iteration 29Q: 3 clusters Score -263050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -263050.281250 Penalty: 3822.926025
	Iteration 30Q: 3 clusters Score -263050.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -263050.281250 Penalty: 3822.926025
	Iteration 31F: 3 clusters Score -263050.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Entering Unmasked Estep 
Score: -2191346.500000 Penalty: 2428.373535
	Iteration 0F: 2 clusters Score -2191346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2178615.000000 Penalty: 4856.747070
	Iteration 0F: 3 clusters Score -2178615 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2182816.500000 Penalty: 4856.747070
	Iteration 1F: 3 clusters Score -2182816 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2183343.250000 Penalty: 4856.747070
	Iteration 2F: 3 clusters Score -2183343 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2183921.250000 Penalty: 4856.747070
	Iteration 3F: 3 clusters Score -2183921 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2184560.250000 Penalty: 4856.747070
	Iteration 4F: 3 clusters Score -2184560 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2185275.250000 Penalty: 4856.747070
	Iteration 5F: 3 clusters Score -2185275 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2186021.000000 Penalty: 4856.747070
	Iteration 6F: 3 clusters Score -2186021 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2186767.000000 Penalty: 4856.747070
	Iteration 7F: 3 clusters Score -2186767 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2187542.750000 Penalty: 4856.747070
	Iteration 8F: 3 clusters Score -2187543 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2188246.750000 Penalty: 4856.747070
	Iteration 9Q: 3 clusters Score -2188247 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2188779.250000 Penalty: 4856.747070
	Iteration 10Q: 3 clusters Score -2188779 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2189091.750000 Penalty: 4856.747070
	Iteration 11Q: 3 clusters Score -2189092 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2189311.250000 Penalty: 4856.747070
	Iteration 12Q: 3 clusters Score -2189311 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2189429.250000 Penalty: 4856.747070
	Iteration 13Q: 3 clusters Score -2189429 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2189509.000000 Penalty: 4856.747070
	Iteration 14Q: 3 clusters Score -2189509 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2189558.250000 Penalty: 4856.747070
	Iteration 15Q: 3 clusters Score -2189558 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2189596.250000 Penalty: 4856.747070
	Iteration 16Q: 3 clusters Score -2189596 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2189622.000000 Penalty: 4856.747070
	Iteration 17Q: 3 clusters Score -2189622 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2189636.500000 Penalty: 4856.747070
	Iteration 18Q: 3 clusters Score -2189636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2189649.000000 Penalty: 4856.747070
	Iteration 19Q: 3 clusters Score -2189649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2189654.500000 Penalty: 4856.747070
	Iteration 20F: 3 clusters Score -2189654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2189659.750000 Penalty: 4856.747070
	Iteration 21Q: 3 clusters Score -2189660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2189661.250000 Penalty: 4856.747070
	Iteration 22Q: 3 clusters Score -2189661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2189664.750000 Penalty: 4856.747070
	Iteration 23Q: 3 clusters Score -2189665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2189669.750000 Penalty: 4856.747070
	Iteration 24Q: 3 clusters Score -2189670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2189681.250000 Penalty: 4856.747070
	Iteration 25Q: 3 clusters Score -2189681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2189677.000000 Penalty: 4856.747070
	Iteration 26Q: 3 clusters Score -2189677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2189678.000000 Penalty: 4856.747070
	Iteration 27Q: 3 clusters Score -2189678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2189677.500000 Penalty: 4856.747070
	Iteration 28Q: 3 clusters Score -2189678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2189677.750000 Penalty: 4856.747070
	Iteration 29Q: 3 clusters Score -2189678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2189679.250000 Penalty: 4856.747070
	Iteration 30Q: 3 clusters Score -2189679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2189681.750000 Penalty: 4856.747070
	Iteration 31Q: 3 clusters Score -2189682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2189679.750000 Penalty: 4856.747070
	Iteration 32Q: 3 clusters Score -2189680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2189680.500000 Penalty: 4856.747070
	Iteration 33Q: 3 clusters Score -2189680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2189682.750000 Penalty: 4856.747070
	Iteration 34Q: 3 clusters Score -2189683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2189682.000000 Penalty: 4856.747070
	Iteration 35Q: 3 clusters Score -2189682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2189682.750000 Penalty: 4856.747070
	Iteration 36Q: 3 clusters Score -2189683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2189682.250000 Penalty: 4856.747070
	Iteration 37Q: 3 clusters Score -2189682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2189682.750000 Penalty: 4856.747070
	Iteration 38Q: 3 clusters Score -2189683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2189681.750000 Penalty: 4856.747070
	Iteration 39Q: 3 clusters Score -2189682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2189687.000000 Penalty: 4856.747070
	Iteration 40F: 3 clusters Score -2189687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2189686.750000 Penalty: 4856.747070
	Iteration 41Q: 3 clusters Score -2189687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2189688.500000 Penalty: 4856.747070
	Iteration 42Q: 3 clusters Score -2189688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2189687.250000 Penalty: 4856.747070
	Iteration 43Q: 3 clusters Score -2189687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2189688.250000 Penalty: 4856.747070
	Iteration 44Q: 3 clusters Score -2189688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2189687.000000 Penalty: 4856.747070
	Iteration 45Q: 3 clusters Score -2189687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2189687.000000 Penalty: 4856.747070
	Iteration 46F: 3 clusters Score -2189687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -686948.875000 Penalty: 2143.318848
	Iteration 0F: 2 clusters Score -686948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -682067.437500 Penalty: 4286.637695
	Iteration 0F: 3 clusters Score -682067.4 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -683271.062500 Penalty: 4286.637695
	Iteration 1F: 3 clusters Score -683271.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -683512.625000 Penalty: 4286.637695
	Iteration 2F: 3 clusters Score -683512.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -683694.562500 Penalty: 4286.637695
	Iteration 3Q: 3 clusters Score -683694.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -683909.625000 Penalty: 4286.637695
	Iteration 4Q: 3 clusters Score -683909.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -684192.062500 Penalty: 4286.637695
	Iteration 5F: 3 clusters Score -684192.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -684506.250000 Penalty: 4286.637695
	Iteration 6F: 3 clusters Score -684506.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -684835.937500 Penalty: 4286.637695
	Iteration 7F: 3 clusters Score -684835.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -685129.437500 Penalty: 4286.637695
	Iteration 8F: 3 clusters Score -685129.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -685403.875000 Penalty: 4286.637695
	Iteration 9Q: 3 clusters Score -685403.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -685594.000000 Penalty: 4286.637695
	Iteration 10Q: 3 clusters Score -685594 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -685723.187500 Penalty: 4286.637695
	Iteration 11Q: 3 clusters Score -685723.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -685816.937500 Penalty: 4286.637695
	Iteration 12Q: 3 clusters Score -685816.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -685889.937500 Penalty: 4286.637695
	Iteration 13Q: 3 clusters Score -685889.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -685942.500000 Penalty: 4286.637695
	Iteration 14Q: 3 clusters Score -685942.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -685972.875000 Penalty: 4286.637695
	Iteration 15Q: 3 clusters Score -685972.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -685990.312500 Penalty: 4286.637695
	Iteration 16Q: 3 clusters Score -685990.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -686006.250000 Penalty: 4286.637695
	Iteration 17Q: 3 clusters Score -686006.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -686013.437500 Penalty: 4286.637695
	Iteration 18Q: 3 clusters Score -686013.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -686020.312500 Penalty: 4286.637695
	Iteration 19Q: 3 clusters Score -686020.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -686027.687500 Penalty: 4286.637695
	Iteration 20F: 3 clusters Score -686027.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -686032.687500 Penalty: 4286.637695
	Iteration 21Q: 3 clusters Score -686032.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -686034.000000 Penalty: 4286.637695
	Iteration 22Q: 3 clusters Score -686034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -686035.125000 Penalty: 4286.637695
	Iteration 23Q: 3 clusters Score -686035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -686037.562500 Penalty: 4286.637695
	Iteration 24Q: 3 clusters Score -686037.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -686037.437500 Penalty: 4286.637695
	Iteration 25Q: 3 clusters Score -686037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -686038.875000 Penalty: 4286.637695
	Iteration 26Q: 3 clusters Score -686038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -686040.000000 Penalty: 4286.637695
	Iteration 27Q: 3 clusters Score -686040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -686041.375000 Penalty: 4286.637695
	Iteration 28Q: 3 clusters Score -686041.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -686043.125000 Penalty: 4286.637695
	Iteration 29Q: 3 clusters Score -686043.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -686043.312500 Penalty: 4286.637695
	Iteration 30Q: 3 clusters Score -686043.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -686046.812500 Penalty: 4286.637695
	Iteration 31Q: 3 clusters Score -686046.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -686048.750000 Penalty: 4286.637695
	Iteration 32Q: 3 clusters Score -686048.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -686051.125000 Penalty: 4286.637695
	Iteration 33Q: 3 clusters Score -686051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -686052.312500 Penalty: 4286.637695
	Iteration 34Q: 3 clusters Score -686052.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -686053.312500 Penalty: 4286.637695
	Iteration 35Q: 3 clusters Score -686053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -686053.250000 Penalty: 4286.637695
	Iteration 36Q: 3 clusters Score -686053.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -686053.250000 Penalty: 4286.637695
	Iteration 37F: 3 clusters Score -686053.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (69442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69442 members 
Entering Unmasked Estep 
Score: -7792224.000000 Penalty: 2764.765137
	Iteration 0F: 2 clusters Score -7792224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -7745472.000000 Penalty: 5529.530273
	Iteration 0F: 3 clusters Score -7745472 nChanged 32596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -7764253.000000 Penalty: 5529.530273
	Iteration 1F: 3 clusters Score -7764253 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -7765000.500000 Penalty: 5529.530273
	Iteration 2Q: 3 clusters Score -7765000 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -7765821.000000 Penalty: 5529.530273
	Iteration 3Q: 3 clusters Score -7765821 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -7766703.000000 Penalty: 5529.530273
	Iteration 4Q: 3 clusters Score -7766703 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -7767867.000000 Penalty: 5529.530273
	Iteration 5Q: 3 clusters Score -7767867 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -7769417.500000 Penalty: 5529.530273
	Iteration 6Q: 3 clusters Score -7769418 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -7771469.000000 Penalty: 5529.530273
	Iteration 7F: 3 clusters Score -7771469 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -7773937.500000 Penalty: 5529.530273
	Iteration 8F: 3 clusters Score -7773938 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -7776617.500000 Penalty: 5529.530273
	Iteration 9F: 3 clusters Score -7776618 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -7779162.000000 Penalty: 5529.530273
	Iteration 10F: 3 clusters Score -7779162 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -7780985.500000 Penalty: 5529.530273
	Iteration 11Q: 3 clusters Score -7780986 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -7782048.000000 Penalty: 5529.530273
	Iteration 12Q: 3 clusters Score -7782048 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -7782736.500000 Penalty: 5529.530273
	Iteration 13Q: 3 clusters Score -7782736 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -7783358.500000 Penalty: 5529.530273
	Iteration 14Q: 3 clusters Score -7783358 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -7783856.000000 Penalty: 5529.530273
	Iteration 15Q: 3 clusters Score -7783856 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -7784398.000000 Penalty: 5529.530273
	Iteration 16Q: 3 clusters Score -7784398 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -7784972.500000 Penalty: 5529.530273
	Iteration 17Q: 3 clusters Score -7784972 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -7785519.000000 Penalty: 5529.530273
	Iteration 18Q: 3 clusters Score -7785519 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -7786021.500000 Penalty: 5529.530273
	Iteration 19Q: 3 clusters Score -7786022 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -7786518.500000 Penalty: 5529.530273
	Iteration 20F: 3 clusters Score -7786518 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -7787019.000000 Penalty: 5529.530273
	Iteration 21Q: 3 clusters Score -7787019 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -7787487.000000 Penalty: 5529.530273
	Iteration 22Q: 3 clusters Score -7787487 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -7787871.000000 Penalty: 5529.530273
	Iteration 23Q: 3 clusters Score -7787871 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -7788236.500000 Penalty: 5529.530273
	Iteration 24Q: 3 clusters Score -7788236 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -7788522.500000 Penalty: 5529.530273
	Iteration 25Q: 3 clusters Score -7788522 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -7788807.000000 Penalty: 5529.530273
	Iteration 26Q: 3 clusters Score -7788807 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -7789089.000000 Penalty: 5529.530273
	Iteration 27Q: 3 clusters Score -7789089 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -7789274.000000 Penalty: 5529.530273
	Iteration 28Q: 3 clusters Score -7789274 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -7789483.500000 Penalty: 5529.530273
	Iteration 29Q: 3 clusters Score -7789484 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -7789624.500000 Penalty: 5529.530273
	Iteration 30Q: 3 clusters Score -7789624 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -7789746.500000 Penalty: 5529.530273
	Iteration 31Q: 3 clusters Score -7789746 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -7789867.000000 Penalty: 5529.530273
	Iteration 32Q: 3 clusters Score -7789867 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -7789927.500000 Penalty: 5529.530273
	Iteration 33Q: 3 clusters Score -7789928 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -7789956.500000 Penalty: 5529.530273
	Iteration 34Q: 3 clusters Score -7789956 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66561 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -7790003.500000 Penalty: 5529.530273
	Iteration 35Q: 3 clusters Score -7790004 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -7790054.000000 Penalty: 5529.530273
	Iteration 36Q: 3 clusters Score -7790054 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -7790067.500000 Penalty: 5529.530273
	Iteration 37Q: 3 clusters Score -7790068 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7790095.500000 Penalty: 5529.530273
	Iteration 38Q: 3 clusters Score -7790096 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7790093.500000 Penalty: 5529.530273
	Iteration 39Q: 3 clusters Score -7790094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7790109.000000 Penalty: 5529.530273
	Iteration 40F: 3 clusters Score -7790109 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7790137.000000 Penalty: 5529.530273
	Iteration 41Q: 3 clusters Score -7790137 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -7790174.500000 Penalty: 5529.530273
	Iteration 42Q: 3 clusters Score -7790174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7790184.000000 Penalty: 5529.530273
	Iteration 43Q: 3 clusters Score -7790184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -7790196.500000 Penalty: 5529.530273
	Iteration 44Q: 3 clusters Score -7790196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -7790214.000000 Penalty: 5529.530273
	Iteration 45Q: 3 clusters Score -7790214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7790235.500000 Penalty: 5529.530273
	Iteration 46Q: 3 clusters Score -7790236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7790241.000000 Penalty: 5529.530273
	Iteration 47Q: 3 clusters Score -7790241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7790239.000000 Penalty: 5529.530273
	Iteration 48Q: 3 clusters Score -7790239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67462 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7790230.000000 Penalty: 5529.530273
	Iteration 49Q: 3 clusters Score -7790230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7790242.000000 Penalty: 5529.530273
	Iteration 50Q: 3 clusters Score -7790242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67512 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7790255.000000 Penalty: 5529.530273
	Iteration 51Q: 3 clusters Score -7790255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67531 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7790256.500000 Penalty: 5529.530273
	Iteration 52Q: 3 clusters Score -7790256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7790255.500000 Penalty: 5529.530273
	Iteration 53Q: 3 clusters Score -7790256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7790253.500000 Penalty: 5529.530273
	Iteration 54Q: 3 clusters Score -7790254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7790244.500000 Penalty: 5529.530273
	Iteration 55Q: 3 clusters Score -7790244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7790244.000000 Penalty: 5529.530273
	Iteration 56Q: 3 clusters Score -7790244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7790250.500000 Penalty: 5529.530273
	Iteration 57Q: 3 clusters Score -7790250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7790260.500000 Penalty: 5529.530273
	Iteration 58Q: 3 clusters Score -7790260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7790278.500000 Penalty: 5529.530273
	Iteration 59Q: 3 clusters Score -7790278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7790276.500000 Penalty: 5529.530273
	Iteration 60F: 3 clusters Score -7790276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7790280.000000 Penalty: 5529.530273
	Iteration 61Q: 3 clusters Score -7790280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7790279.000000 Penalty: 5529.530273
	Iteration 62Q: 3 clusters Score -7790279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7790284.500000 Penalty: 5529.530273
	Iteration 63Q: 3 clusters Score -7790284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67670 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7790289.000000 Penalty: 5529.530273
	Iteration 64Q: 3 clusters Score -7790289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7790281.000000 Penalty: 5529.530273
	Iteration 65Q: 3 clusters Score -7790281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7790281.000000 Penalty: 5529.530273
	Iteration 66F: 3 clusters Score -7790281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -621044.562500 Penalty: 2154.276611
	Iteration 0F: 2 clusters Score -621044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -616052.812500 Penalty: 4308.553223
	Iteration 0F: 3 clusters Score -616052.8 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -617545.375000 Penalty: 4308.553223
	Iteration 1F: 3 clusters Score -617545.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -617988.000000 Penalty: 4308.553223
	Iteration 2F: 3 clusters Score -617988 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -618358.500000 Penalty: 4308.553223
	Iteration 3F: 3 clusters Score -618358.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -618679.875000 Penalty: 4308.553223
	Iteration 4F: 3 clusters Score -618679.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -618959.937500 Penalty: 4308.553223
	Iteration 5F: 3 clusters Score -618959.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -619256.625000 Penalty: 4308.553223
	Iteration 6F: 3 clusters Score -619256.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -619565.187500 Penalty: 4308.553223
	Iteration 7F: 3 clusters Score -619565.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -619812.937500 Penalty: 4308.553223
	Iteration 8Q: 3 clusters Score -619812.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -619989.812500 Penalty: 4308.553223
	Iteration 9Q: 3 clusters Score -619989.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -620100.562500 Penalty: 4308.553223
	Iteration 10Q: 3 clusters Score -620100.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -620168.125000 Penalty: 4308.553223
	Iteration 11Q: 3 clusters Score -620168.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -620216.187500 Penalty: 4308.553223
	Iteration 12Q: 3 clusters Score -620216.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -620251.375000 Penalty: 4308.553223
	Iteration 13Q: 3 clusters Score -620251.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -620274.250000 Penalty: 4308.553223
	Iteration 14Q: 3 clusters Score -620274.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -620289.437500 Penalty: 4308.553223
	Iteration 15Q: 3 clusters Score -620289.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -620297.500000 Penalty: 4308.553223
	Iteration 16Q: 3 clusters Score -620297.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -620303.375000 Penalty: 4308.553223
	Iteration 17Q: 3 clusters Score -620303.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -620307.687500 Penalty: 4308.553223
	Iteration 18Q: 3 clusters Score -620307.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -620312.250000 Penalty: 4308.553223
	Iteration 19Q: 3 clusters Score -620312.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -620316.500000 Penalty: 4308.553223
	Iteration 20F: 3 clusters Score -620316.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -620319.062500 Penalty: 4308.553223
	Iteration 21Q: 3 clusters Score -620319.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -620321.687500 Penalty: 4308.553223
	Iteration 22Q: 3 clusters Score -620321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -620320.937500 Penalty: 4308.553223
	Iteration 23Q: 3 clusters Score -620320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -620321.750000 Penalty: 4308.553223
	Iteration 24Q: 3 clusters Score -620321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -620323.937500 Penalty: 4308.553223
	Iteration 25Q: 3 clusters Score -620323.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -620323.937500 Penalty: 4308.553223
	Iteration 26F: 3 clusters Score -620323.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -60864.640625 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -60864.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59492.503906 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -59492.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59665.937500 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -59665.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59835.695312 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -59835.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59958.929688 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -59958.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60012.230469 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -60012.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -60025.390625 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -60025.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -60040.203125 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -60040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60050.914062 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -60050.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60060.378906 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -60060.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60070.523438 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -60070.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -60084.851562 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -60084.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -60096.496094 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -60096.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -60102.363281 Penalty: 2986.427490
	Iteration 12Q: 3 clusters Score -60102.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -60124.324219 Penalty: 2986.427490
	Iteration 13Q: 3 clusters Score -60124.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -60146.328125 Penalty: 2986.427490
	Iteration 14Q: 3 clusters Score -60146.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -60169.167969 Penalty: 2986.427490
	Iteration 15Q: 3 clusters Score -60169.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -60183.167969 Penalty: 2986.427490
	Iteration 16Q: 3 clusters Score -60183.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -60189.218750 Penalty: 2986.427490
	Iteration 17Q: 3 clusters Score -60189.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -60196.636719 Penalty: 2986.427490
	Iteration 18Q: 3 clusters Score -60196.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -60207.035156 Penalty: 2986.427490
	Iteration 19Q: 3 clusters Score -60207.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -60207.035156 Penalty: 2986.427490
	Iteration 20F: 3 clusters Score -60207.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (19393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Entering Unmasked Estep 
Score: -2448331.750000 Penalty: 2448.421387
	Iteration 0F: 2 clusters Score -2448332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2434627.000000 Penalty: 4896.842773
	Iteration 0F: 3 clusters Score -2434627 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2439206.500000 Penalty: 4896.842773
	Iteration 1F: 3 clusters Score -2439206 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2439573.500000 Penalty: 4896.842773
	Iteration 2F: 3 clusters Score -2439574 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2439927.500000 Penalty: 4896.842773
	Iteration 3Q: 3 clusters Score -2439928 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2440289.000000 Penalty: 4896.842773
	Iteration 4Q: 3 clusters Score -2440289 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2440699.750000 Penalty: 4896.842773
	Iteration 5Q: 3 clusters Score -2440700 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2441217.750000 Penalty: 4896.842773
	Iteration 6F: 3 clusters Score -2441218 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2441949.250000 Penalty: 4896.842773
	Iteration 7F: 3 clusters Score -2441949 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2442898.500000 Penalty: 4896.842773
	Iteration 8F: 3 clusters Score -2442898 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2443860.500000 Penalty: 4896.842773
	Iteration 9F: 3 clusters Score -2443860 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2444719.000000 Penalty: 4896.842773
	Iteration 10F: 3 clusters Score -2444719 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2445314.750000 Penalty: 4896.842773
	Iteration 11Q: 3 clusters Score -2445315 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2445660.500000 Penalty: 4896.842773
	Iteration 12Q: 3 clusters Score -2445660 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2445873.250000 Penalty: 4896.842773
	Iteration 13Q: 3 clusters Score -2445873 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2446010.000000 Penalty: 4896.842773
	Iteration 14Q: 3 clusters Score -2446010 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2446097.250000 Penalty: 4896.842773
	Iteration 15Q: 3 clusters Score -2446097 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2446141.000000 Penalty: 4896.842773
	Iteration 16Q: 3 clusters Score -2446141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2446174.750000 Penalty: 4896.842773
	Iteration 17Q: 3 clusters Score -2446175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2446198.500000 Penalty: 4896.842773
	Iteration 18Q: 3 clusters Score -2446198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2446221.750000 Penalty: 4896.842773
	Iteration 19Q: 3 clusters Score -2446222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2446225.750000 Penalty: 4896.842773
	Iteration 20F: 3 clusters Score -2446226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2446230.500000 Penalty: 4896.842773
	Iteration 21Q: 3 clusters Score -2446230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2446239.750000 Penalty: 4896.842773
	Iteration 22Q: 3 clusters Score -2446240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2446247.250000 Penalty: 4896.842773
	Iteration 23Q: 3 clusters Score -2446247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2446256.250000 Penalty: 4896.842773
	Iteration 24Q: 3 clusters Score -2446256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2446263.500000 Penalty: 4896.842773
	Iteration 25Q: 3 clusters Score -2446264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2446271.250000 Penalty: 4896.842773
	Iteration 26Q: 3 clusters Score -2446271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2446271.000000 Penalty: 4896.842773
	Iteration 27Q: 3 clusters Score -2446271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2446271.000000 Penalty: 4896.842773
	Iteration 28F: 3 clusters Score -2446271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -391336.593750 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -391336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -387961.343750 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -387961.3 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -388607.875000 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -388607.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -388783.218750 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -388783.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -388904.968750 Penalty: 3993.307129
	Iteration 3F: 3 clusters Score -388905 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -388986.406250 Penalty: 3993.307129
	Iteration 4Q: 3 clusters Score -388986.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -389062.187500 Penalty: 3993.307129
	Iteration 5Q: 3 clusters Score -389062.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -389122.437500 Penalty: 3993.307129
	Iteration 6Q: 3 clusters Score -389122.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -389161.656250 Penalty: 3993.307129
	Iteration 7Q: 3 clusters Score -389161.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -389193.093750 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -389193.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -389224.375000 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -389224.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -389257.062500 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -389257.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -389296.187500 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -389296.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -389323.000000 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -389323 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -389349.281250 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -389349.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -389369.718750 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -389369.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -389392.468750 Penalty: 3993.307129
	Iteration 15Q: 3 clusters Score -389392.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -389409.093750 Penalty: 3993.307129
	Iteration 16Q: 3 clusters Score -389409.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -389420.156250 Penalty: 3993.307129
	Iteration 17Q: 3 clusters Score -389420.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -389427.843750 Penalty: 3993.307129
	Iteration 18Q: 3 clusters Score -389427.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -389435.468750 Penalty: 3993.307129
	Iteration 19Q: 3 clusters Score -389435.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -389442.687500 Penalty: 3993.307129
	Iteration 20F: 3 clusters Score -389442.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -389452.187500 Penalty: 3993.307129
	Iteration 21Q: 3 clusters Score -389452.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -389457.906250 Penalty: 3993.307129
	Iteration 22Q: 3 clusters Score -389457.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -389467.531250 Penalty: 3993.307129
	Iteration 23Q: 3 clusters Score -389467.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -389473.437500 Penalty: 3993.307129
	Iteration 24Q: 3 clusters Score -389473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -389476.625000 Penalty: 3993.307129
	Iteration 25Q: 3 clusters Score -389476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -389480.406250 Penalty: 3993.307129
	Iteration 26Q: 3 clusters Score -389480.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -389489.406250 Penalty: 3993.307129
	Iteration 27Q: 3 clusters Score -389489.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -389497.375000 Penalty: 3993.307129
	Iteration 28Q: 3 clusters Score -389497.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -389505.937500 Penalty: 3993.307129
	Iteration 29Q: 3 clusters Score -389505.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -389517.281250 Penalty: 3993.307129
	Iteration 30Q: 3 clusters Score -389517.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -389531.343750 Penalty: 3993.307129
	Iteration 31Q: 3 clusters Score -389531.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -389542.750000 Penalty: 3993.307129
	Iteration 32Q: 3 clusters Score -389542.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -389552.125000 Penalty: 3993.307129
	Iteration 33Q: 3 clusters Score -389552.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -389561.593750 Penalty: 3993.307129
	Iteration 34Q: 3 clusters Score -389561.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -389568.906250 Penalty: 3993.307129
	Iteration 35Q: 3 clusters Score -389568.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -389575.593750 Penalty: 3993.307129
	Iteration 36Q: 3 clusters Score -389575.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -389581.750000 Penalty: 3993.307129
	Iteration 37Q: 3 clusters Score -389581.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -389589.843750 Penalty: 3993.307129
	Iteration 38Q: 3 clusters Score -389589.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -389604.593750 Penalty: 3993.307129
	Iteration 39Q: 3 clusters Score -389604.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -389615.093750 Penalty: 3993.307129
	Iteration 40F: 3 clusters Score -389615.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -389619.500000 Penalty: 3993.307129
	Iteration 41Q: 3 clusters Score -389619.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -389624.312500 Penalty: 3993.307129
	Iteration 42Q: 3 clusters Score -389624.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -389629.718750 Penalty: 3993.307129
	Iteration 43Q: 3 clusters Score -389629.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -389636.656250 Penalty: 3993.307129
	Iteration 44Q: 3 clusters Score -389636.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -389644.500000 Penalty: 3993.307129
	Iteration 45Q: 3 clusters Score -389644.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -389653.593750 Penalty: 3993.307129
	Iteration 46Q: 3 clusters Score -389653.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -389657.593750 Penalty: 3993.307129
	Iteration 47Q: 3 clusters Score -389657.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -389663.687500 Penalty: 3993.307129
	Iteration 48Q: 3 clusters Score -389663.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -389669.250000 Penalty: 3993.307129
	Iteration 49Q: 3 clusters Score -389669.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -389674.718750 Penalty: 3993.307129
	Iteration 50Q: 3 clusters Score -389674.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -389678.843750 Penalty: 3993.307129
	Iteration 51Q: 3 clusters Score -389678.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -389682.343750 Penalty: 3993.307129
	Iteration 52Q: 3 clusters Score -389682.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -389684.531250 Penalty: 3993.307129
	Iteration 53Q: 3 clusters Score -389684.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -389687.031250 Penalty: 3993.307129
	Iteration 54Q: 3 clusters Score -389687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -389687.093750 Penalty: 3993.307129
	Iteration 55Q: 3 clusters Score -389687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -389686.812500 Penalty: 3993.307129
	Iteration 56Q: 3 clusters Score -389686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -389689.968750 Penalty: 3993.307129
	Iteration 57Q: 3 clusters Score -389690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -389693.968750 Penalty: 3993.307129
	Iteration 58Q: 3 clusters Score -389694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -389703.250000 Penalty: 3993.307129
	Iteration 59Q: 3 clusters Score -389703.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -389708.062500 Penalty: 3993.307129
	Iteration 60F: 3 clusters Score -389708.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -389711.656250 Penalty: 3993.307129
	Iteration 61Q: 3 clusters Score -389711.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -389713.781250 Penalty: 3993.307129
	Iteration 62Q: 3 clusters Score -389713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -389715.906250 Penalty: 3993.307129
	Iteration 63Q: 3 clusters Score -389715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -389717.843750 Penalty: 3993.307129
	Iteration 64Q: 3 clusters Score -389717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -389719.500000 Penalty: 3993.307129
	Iteration 65Q: 3 clusters Score -389719.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -389719.968750 Penalty: 3993.307129
	Iteration 66Q: 3 clusters Score -389720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -389719.968750 Penalty: 3993.307129
	Iteration 67F: 3 clusters Score -389720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -500519.218750 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -500519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -496440.375000 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -496440.4 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -497420.437500 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -497420.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -497685.593750 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -497685.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -497964.343750 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -497964.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -498258.781250 Penalty: 4147.986328
	Iteration 4F: 3 clusters Score -498258.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -498563.125000 Penalty: 4147.986328
	Iteration 5F: 3 clusters Score -498563.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -498834.000000 Penalty: 4147.986328
	Iteration 6F: 3 clusters Score -498834 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -499031.281250 Penalty: 4147.986328
	Iteration 7F: 3 clusters Score -499031.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -499173.031250 Penalty: 4147.986328
	Iteration 8Q: 3 clusters Score -499173 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -499283.593750 Penalty: 4147.986328
	Iteration 9Q: 3 clusters Score -499283.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -499401.375000 Penalty: 4147.986328
	Iteration 10Q: 3 clusters Score -499401.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -499517.937500 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -499517.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -499632.125000 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -499632.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -499706.500000 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -499706.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -499792.531250 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -499792.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -499884.781250 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -499884.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -499957.406250 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -499957.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -500026.156250 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -500026.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -500083.781250 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -500083.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -500125.843750 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -500125.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -500159.468750 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -500159.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -500194.531250 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -500194.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -500240.437500 Penalty: 4147.986328
	Iteration 22Q: 3 clusters Score -500240.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -500290.562500 Penalty: 4147.986328
	Iteration 23Q: 3 clusters Score -500290.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -500322.718750 Penalty: 4147.986328
	Iteration 24Q: 3 clusters Score -500322.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -500335.812500 Penalty: 4147.986328
	Iteration 25Q: 3 clusters Score -500335.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -500342.437500 Penalty: 4147.986328
	Iteration 26Q: 3 clusters Score -500342.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -500345.687500 Penalty: 4147.986328
	Iteration 27Q: 3 clusters Score -500345.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -500349.562500 Penalty: 4147.986328
	Iteration 28Q: 3 clusters Score -500349.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -500351.750000 Penalty: 4147.986328
	Iteration 29Q: 3 clusters Score -500351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -500352.093750 Penalty: 4147.986328
	Iteration 30Q: 3 clusters Score -500352.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -500352.875000 Penalty: 4147.986328
	Iteration 31Q: 3 clusters Score -500352.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -500353.312500 Penalty: 4147.986328
	Iteration 32Q: 3 clusters Score -500353.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -500353.312500 Penalty: 4147.986328
	Iteration 33F: 3 clusters Score -500353.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -32322.693359 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -32322.69 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 246 members 
Entering Unmasked Estep 
Score: -31016.777344 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -31016.78 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31348.375000 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -31348.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31624.207031 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -31624.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31763.294922 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -31763.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31803.730469 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -31803.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31820.505859 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -31820.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31837.382812 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -31837.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31843.507812 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -31843.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31850.447266 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -31850.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31854.281250 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -31854.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31854.281250 Penalty: 3077.460693
	Iteration 10F: 3 clusters Score -31854.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -433885.875000 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -433885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -430150.687500 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -430150.7 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -431077.312500 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -431077.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -431371.656250 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -431371.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -431643.875000 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -431643.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -431931.000000 Penalty: 4076.785645
	Iteration 4F: 3 clusters Score -431931 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -432245.437500 Penalty: 4076.785645
	Iteration 5F: 3 clusters Score -432245.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -432580.031250 Penalty: 4076.785645
	Iteration 6F: 3 clusters Score -432580 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -432866.187500 Penalty: 4076.785645
	Iteration 7F: 3 clusters Score -432866.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -433082.625000 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -433082.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -433196.125000 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -433196.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -433243.718750 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -433243.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -433273.187500 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -433273.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -433281.531250 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -433281.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -433286.781250 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -433286.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -433292.500000 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -433292.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -433295.500000 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -433295.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -433296.968750 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -433297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -433299.031250 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -433299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -433300.312500 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -433300.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -433302.375000 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -433302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -433302.906250 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -433302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -433302.781250 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -433302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -433304.625000 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -433304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -433305.500000 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -433305.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -433305.937500 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -433305.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -433306.781250 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -433306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -433306.781250 Penalty: 4076.785645
	Iteration 26F: 3 clusters Score -433306.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -1999647.875000 Penalty: 2411.967529
	Iteration 0F: 2 clusters Score -1999648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1987646.000000 Penalty: 4823.935059
	Iteration 0F: 3 clusters Score -1987646 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1991531.500000 Penalty: 4823.935059
	Iteration 1F: 3 clusters Score -1991532 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1991984.375000 Penalty: 4823.935059
	Iteration 2F: 3 clusters Score -1991984 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1992341.750000 Penalty: 4823.935059
	Iteration 3F: 3 clusters Score -1992342 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1992664.375000 Penalty: 4823.935059
	Iteration 4Q: 3 clusters Score -1992664 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1993016.875000 Penalty: 4823.935059
	Iteration 5Q: 3 clusters Score -1993017 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1993445.875000 Penalty: 4823.935059
	Iteration 6Q: 3 clusters Score -1993446 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1993950.750000 Penalty: 4823.935059
	Iteration 7Q: 3 clusters Score -1993951 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1994501.250000 Penalty: 4823.935059
	Iteration 8F: 3 clusters Score -1994501 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1995006.250000 Penalty: 4823.935059
	Iteration 9F: 3 clusters Score -1995006 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1995422.000000 Penalty: 4823.935059
	Iteration 10Q: 3 clusters Score -1995422 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1995727.250000 Penalty: 4823.935059
	Iteration 11Q: 3 clusters Score -1995727 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1995977.875000 Penalty: 4823.935059
	Iteration 12Q: 3 clusters Score -1995978 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1996148.250000 Penalty: 4823.935059
	Iteration 13Q: 3 clusters Score -1996148 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1996266.625000 Penalty: 4823.935059
	Iteration 14Q: 3 clusters Score -1996267 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1996378.625000 Penalty: 4823.935059
	Iteration 15Q: 3 clusters Score -1996379 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1996469.750000 Penalty: 4823.935059
	Iteration 16Q: 3 clusters Score -1996470 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1996549.625000 Penalty: 4823.935059
	Iteration 17Q: 3 clusters Score -1996550 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1996645.750000 Penalty: 4823.935059
	Iteration 18Q: 3 clusters Score -1996646 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1996754.875000 Penalty: 4823.935059
	Iteration 19Q: 3 clusters Score -1996755 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1996866.875000 Penalty: 4823.935059
	Iteration 20F: 3 clusters Score -1996867 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1996999.375000 Penalty: 4823.935059
	Iteration 21Q: 3 clusters Score -1996999 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1997120.125000 Penalty: 4823.935059
	Iteration 22Q: 3 clusters Score -1997120 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1997230.125000 Penalty: 4823.935059
	Iteration 23Q: 3 clusters Score -1997230 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1997316.750000 Penalty: 4823.935059
	Iteration 24Q: 3 clusters Score -1997317 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1997400.125000 Penalty: 4823.935059
	Iteration 25Q: 3 clusters Score -1997400 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1997497.625000 Penalty: 4823.935059
	Iteration 26Q: 3 clusters Score -1997498 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1997591.500000 Penalty: 4823.935059
	Iteration 27Q: 3 clusters Score -1997592 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1997712.625000 Penalty: 4823.935059
	Iteration 28Q: 3 clusters Score -1997713 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1997838.125000 Penalty: 4823.935059
	Iteration 29Q: 3 clusters Score -1997838 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1997937.750000 Penalty: 4823.935059
	Iteration 30Q: 3 clusters Score -1997938 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1998030.000000 Penalty: 4823.935059
	Iteration 31Q: 3 clusters Score -1998030 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1998099.375000 Penalty: 4823.935059
	Iteration 32Q: 3 clusters Score -1998099 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1998170.125000 Penalty: 4823.935059
	Iteration 33Q: 3 clusters Score -1998170 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1998222.875000 Penalty: 4823.935059
	Iteration 34Q: 3 clusters Score -1998223 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1998262.625000 Penalty: 4823.935059
	Iteration 35Q: 3 clusters Score -1998263 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1998300.125000 Penalty: 4823.935059
	Iteration 36Q: 3 clusters Score -1998300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1998320.375000 Penalty: 4823.935059
	Iteration 37Q: 3 clusters Score -1998320 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1998339.000000 Penalty: 4823.935059
	Iteration 38Q: 3 clusters Score -1998339 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1998349.500000 Penalty: 4823.935059
	Iteration 39Q: 3 clusters Score -1998350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1998360.625000 Penalty: 4823.935059
	Iteration 40F: 3 clusters Score -1998361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1998362.250000 Penalty: 4823.935059
	Iteration 41Q: 3 clusters Score -1998362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1998367.375000 Penalty: 4823.935059
	Iteration 42Q: 3 clusters Score -1998367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1998370.750000 Penalty: 4823.935059
	Iteration 43Q: 3 clusters Score -1998371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1998377.875000 Penalty: 4823.935059
	Iteration 44Q: 3 clusters Score -1998378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1998380.250000 Penalty: 4823.935059
	Iteration 45Q: 3 clusters Score -1998380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1998387.625000 Penalty: 4823.935059
	Iteration 46Q: 3 clusters Score -1998388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1998397.375000 Penalty: 4823.935059
	Iteration 47Q: 3 clusters Score -1998397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1998400.250000 Penalty: 4823.935059
	Iteration 48Q: 3 clusters Score -1998400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1998405.750000 Penalty: 4823.935059
	Iteration 49Q: 3 clusters Score -1998406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1998407.625000 Penalty: 4823.935059
	Iteration 50Q: 3 clusters Score -1998408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1998408.125000 Penalty: 4823.935059
	Iteration 51Q: 3 clusters Score -1998408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1998413.375000 Penalty: 4823.935059
	Iteration 52Q: 3 clusters Score -1998413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1998413.750000 Penalty: 4823.935059
	Iteration 53Q: 3 clusters Score -1998414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1998418.750000 Penalty: 4823.935059
	Iteration 54Q: 3 clusters Score -1998419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1998419.750000 Penalty: 4823.935059
	Iteration 55Q: 3 clusters Score -1998420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1998422.250000 Penalty: 4823.935059
	Iteration 56Q: 3 clusters Score -1998422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1998421.500000 Penalty: 4823.935059
	Iteration 57Q: 3 clusters Score -1998422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1998421.000000 Penalty: 4823.935059
	Iteration 58Q: 3 clusters Score -1998421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1998420.500000 Penalty: 4823.935059
	Iteration 59Q: 3 clusters Score -1998420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1998425.375000 Penalty: 4823.935059
	Iteration 60F: 3 clusters Score -1998425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1998425.500000 Penalty: 4823.935059
	Iteration 61Q: 3 clusters Score -1998426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1998425.250000 Penalty: 4823.935059
	Iteration 62Q: 3 clusters Score -1998425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1998428.375000 Penalty: 4823.935059
	Iteration 63Q: 3 clusters Score -1998428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1998429.875000 Penalty: 4823.935059
	Iteration 64Q: 3 clusters Score -1998430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1998425.000000 Penalty: 4823.935059
	Iteration 65Q: 3 clusters Score -1998425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1998428.625000 Penalty: 4823.935059
	Iteration 66Q: 3 clusters Score -1998429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1998426.125000 Penalty: 4823.935059
	Iteration 67Q: 3 clusters Score -1998426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1998424.125000 Penalty: 4823.935059
	Iteration 68Q: 3 clusters Score -1998424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1998424.125000 Penalty: 4823.935059
	Iteration 69F: 3 clusters Score -1998424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -369002.187500 Penalty: 1994.987793
	Iteration 0F: 2 clusters Score -369002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -365633.125000 Penalty: 3989.975586
	Iteration 0F: 3 clusters Score -365633.1 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -366362.218750 Penalty: 3989.975586
	Iteration 1F: 3 clusters Score -366362.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -366530.656250 Penalty: 3989.975586
	Iteration 2F: 3 clusters Score -366530.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -366610.343750 Penalty: 3989.975586
	Iteration 3Q: 3 clusters Score -366610.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -366666.250000 Penalty: 3989.975586
	Iteration 4Q: 3 clusters Score -366666.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -366726.812500 Penalty: 3989.975586
	Iteration 5Q: 3 clusters Score -366726.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -366781.343750 Penalty: 3989.975586
	Iteration 6Q: 3 clusters Score -366781.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -366832.625000 Penalty: 3989.975586
	Iteration 7Q: 3 clusters Score -366832.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -366874.125000 Penalty: 3989.975586
	Iteration 8Q: 3 clusters Score -366874.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -366901.156250 Penalty: 3989.975586
	Iteration 9Q: 3 clusters Score -366901.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -366922.281250 Penalty: 3989.975586
	Iteration 10Q: 3 clusters Score -366922.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -366940.718750 Penalty: 3989.975586
	Iteration 11Q: 3 clusters Score -366940.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -366972.875000 Penalty: 3989.975586
	Iteration 12Q: 3 clusters Score -366972.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -367008.687500 Penalty: 3989.975586
	Iteration 13Q: 3 clusters Score -367008.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -367047.500000 Penalty: 3989.975586
	Iteration 14Q: 3 clusters Score -367047.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -367088.093750 Penalty: 3989.975586
	Iteration 15Q: 3 clusters Score -367088.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -367128.593750 Penalty: 3989.975586
	Iteration 16Q: 3 clusters Score -367128.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -367144.000000 Penalty: 3989.975586
	Iteration 17Q: 3 clusters Score -367144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -367165.718750 Penalty: 3989.975586
	Iteration 18Q: 3 clusters Score -367165.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -367180.312500 Penalty: 3989.975586
	Iteration 19Q: 3 clusters Score -367180.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -367196.093750 Penalty: 3989.975586
	Iteration 20F: 3 clusters Score -367196.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -367218.562500 Penalty: 3989.975586
	Iteration 21Q: 3 clusters Score -367218.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -367235.750000 Penalty: 3989.975586
	Iteration 22Q: 3 clusters Score -367235.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -367251.562500 Penalty: 3989.975586
	Iteration 23Q: 3 clusters Score -367251.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -367270.687500 Penalty: 3989.975586
	Iteration 24Q: 3 clusters Score -367270.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -367285.000000 Penalty: 3989.975586
	Iteration 25Q: 3 clusters Score -367285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -367299.093750 Penalty: 3989.975586
	Iteration 26Q: 3 clusters Score -367299.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -367312.812500 Penalty: 3989.975586
	Iteration 27Q: 3 clusters Score -367312.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -367322.843750 Penalty: 3989.975586
	Iteration 28Q: 3 clusters Score -367322.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -367326.218750 Penalty: 3989.975586
	Iteration 29Q: 3 clusters Score -367326.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -367328.843750 Penalty: 3989.975586
	Iteration 30Q: 3 clusters Score -367328.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -367331.218750 Penalty: 3989.975586
	Iteration 31Q: 3 clusters Score -367331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -367332.156250 Penalty: 3989.975586
	Iteration 32Q: 3 clusters Score -367332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -367332.500000 Penalty: 3989.975586
	Iteration 33Q: 3 clusters Score -367332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -367334.406250 Penalty: 3989.975586
	Iteration 34Q: 3 clusters Score -367334.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -367336.375000 Penalty: 3989.975586
	Iteration 35Q: 3 clusters Score -367336.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -367338.031250 Penalty: 3989.975586
	Iteration 36Q: 3 clusters Score -367338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -367339.875000 Penalty: 3989.975586
	Iteration 37Q: 3 clusters Score -367339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -367341.312500 Penalty: 3989.975586
	Iteration 38Q: 3 clusters Score -367341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -367343.625000 Penalty: 3989.975586
	Iteration 39Q: 3 clusters Score -367343.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -367345.312500 Penalty: 3989.975586
	Iteration 40F: 3 clusters Score -367345.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -367347.312500 Penalty: 3989.975586
	Iteration 41Q: 3 clusters Score -367347.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -367348.656250 Penalty: 3989.975586
	Iteration 42Q: 3 clusters Score -367348.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -367349.031250 Penalty: 3989.975586
	Iteration 43Q: 3 clusters Score -367349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -367350.031250 Penalty: 3989.975586
	Iteration 44Q: 3 clusters Score -367350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -367351.468750 Penalty: 3989.975586
	Iteration 45Q: 3 clusters Score -367351.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -367351.656250 Penalty: 3989.975586
	Iteration 46Q: 3 clusters Score -367351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -367351.656250 Penalty: 3989.975586
	Iteration 47F: 3 clusters Score -367351.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -75109.171875 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -75109.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73408.796875 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -73408.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73643.453125 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -73643.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73713.023438 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -73713.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73748.085938 Penalty: 3257.766602
	Iteration 3Q: 3 clusters Score -73748.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -73767.875000 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -73767.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73787.710938 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -73787.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73805.312500 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -73805.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -73814.828125 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -73814.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73815.640625 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -73815.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73818.992188 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -73818.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73824.125000 Penalty: 3257.766602
	Iteration 10Q: 3 clusters Score -73824.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73831.210938 Penalty: 3257.766602
	Iteration 11Q: 3 clusters Score -73831.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73839.164062 Penalty: 3257.766602
	Iteration 12Q: 3 clusters Score -73839.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73846.242188 Penalty: 3257.766602
	Iteration 13Q: 3 clusters Score -73846.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73851.671875 Penalty: 3257.766602
	Iteration 14Q: 3 clusters Score -73851.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -73855.648438 Penalty: 3257.766602
	Iteration 15Q: 3 clusters Score -73855.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73863.242188 Penalty: 3257.766602
	Iteration 16Q: 3 clusters Score -73863.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73870.281250 Penalty: 3257.766602
	Iteration 17Q: 3 clusters Score -73870.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -73871.882812 Penalty: 3257.766602
	Iteration 18Q: 3 clusters Score -73871.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73873.250000 Penalty: 3257.766602
	Iteration 19Q: 3 clusters Score -73873.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73878.445312 Penalty: 3257.766602
	Iteration 20F: 3 clusters Score -73878.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73879.976562 Penalty: 3257.766602
	Iteration 21Q: 3 clusters Score -73879.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -73885.671875 Penalty: 3257.766602
	Iteration 22Q: 3 clusters Score -73885.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -73889.320312 Penalty: 3257.766602
	Iteration 23Q: 3 clusters Score -73889.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -73890.656250 Penalty: 3257.766602
	Iteration 24Q: 3 clusters Score -73890.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -73892.734375 Penalty: 3257.766602
	Iteration 25Q: 3 clusters Score -73892.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73893.984375 Penalty: 3257.766602
	Iteration 26Q: 3 clusters Score -73893.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -73897.515625 Penalty: 3257.766602
	Iteration 27Q: 3 clusters Score -73897.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -73903.195312 Penalty: 3257.766602
	Iteration 28Q: 3 clusters Score -73903.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -73905.781250 Penalty: 3257.766602
	Iteration 29Q: 3 clusters Score -73905.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73909.992188 Penalty: 3257.766602
	Iteration 30Q: 3 clusters Score -73909.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -73911.078125 Penalty: 3257.766602
	Iteration 31Q: 3 clusters Score -73911.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -73911.078125 Penalty: 3257.766602
	Iteration 32F: 3 clusters Score -73911.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Entering Unmasked Estep 
Score: -240716.140625 Penalty: 1828.907959
	Iteration 0F: 2 clusters Score -240716.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -238447.921875 Penalty: 3657.815918
	Iteration 0F: 3 clusters Score -238447.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -239004.281250 Penalty: 3657.815918
	Iteration 1F: 3 clusters Score -239004.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -239227.968750 Penalty: 3657.815918
	Iteration 2F: 3 clusters Score -239228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -239346.812500 Penalty: 3657.815918
	Iteration 3Q: 3 clusters Score -239346.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -239459.968750 Penalty: 3657.815918
	Iteration 4Q: 3 clusters Score -239460 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -239549.468750 Penalty: 3657.815918
	Iteration 5Q: 3 clusters Score -239549.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -239613.031250 Penalty: 3657.815918
	Iteration 6Q: 3 clusters Score -239613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -239674.031250 Penalty: 3657.815918
	Iteration 7Q: 3 clusters Score -239674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -239737.203125 Penalty: 3657.815918
	Iteration 8Q: 3 clusters Score -239737.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -239801.062500 Penalty: 3657.815918
	Iteration 9Q: 3 clusters Score -239801.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -239836.234375 Penalty: 3657.815918
	Iteration 10Q: 3 clusters Score -239836.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -239870.312500 Penalty: 3657.815918
	Iteration 11Q: 3 clusters Score -239870.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -239894.828125 Penalty: 3657.815918
	Iteration 12Q: 3 clusters Score -239894.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -239906.187500 Penalty: 3657.815918
	Iteration 13Q: 3 clusters Score -239906.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -239914.125000 Penalty: 3657.815918
	Iteration 14Q: 3 clusters Score -239914.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -239920.437500 Penalty: 3657.815918
	Iteration 15Q: 3 clusters Score -239920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -239929.078125 Penalty: 3657.815918
	Iteration 16Q: 3 clusters Score -239929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -239937.875000 Penalty: 3657.815918
	Iteration 17Q: 3 clusters Score -239937.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -239944.968750 Penalty: 3657.815918
	Iteration 18Q: 3 clusters Score -239945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -239958.609375 Penalty: 3657.815918
	Iteration 19Q: 3 clusters Score -239958.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -239971.312500 Penalty: 3657.815918
	Iteration 20F: 3 clusters Score -239971.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -239985.015625 Penalty: 3657.815918
	Iteration 21Q: 3 clusters Score -239985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -239989.125000 Penalty: 3657.815918
	Iteration 22Q: 3 clusters Score -239989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -239990.828125 Penalty: 3657.815918
	Iteration 23Q: 3 clusters Score -239990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -239991.671875 Penalty: 3657.815918
	Iteration 24Q: 3 clusters Score -239991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -239992.343750 Penalty: 3657.815918
	Iteration 25Q: 3 clusters Score -239992.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -239992.343750 Penalty: 3657.815918
	Iteration 26F: 3 clusters Score -239992.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -180523.937500 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -180523.9 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 749 members 
Entering Unmasked Estep 
Score: -178225.687500 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -178225.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -178594.140625 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -178594.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -178692.828125 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -178692.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -178739.796875 Penalty: 3629.337402
	Iteration 3Q: 3 clusters Score -178739.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -178763.937500 Penalty: 3629.337402
	Iteration 4Q: 3 clusters Score -178763.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -178778.578125 Penalty: 3629.337402
	Iteration 5Q: 3 clusters Score -178778.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -178804.921875 Penalty: 3629.337402
	Iteration 6Q: 3 clusters Score -178804.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -178819.906250 Penalty: 3629.337402
	Iteration 7Q: 3 clusters Score -178819.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -178829.578125 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -178829.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -178838.859375 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -178838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -178840.359375 Penalty: 3629.337402
	Iteration 10Q: 3 clusters Score -178840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -178841.546875 Penalty: 3629.337402
	Iteration 11Q: 3 clusters Score -178841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -178846.234375 Penalty: 3629.337402
	Iteration 12Q: 3 clusters Score -178846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -178850.453125 Penalty: 3629.337402
	Iteration 13Q: 3 clusters Score -178850.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -178856.843750 Penalty: 3629.337402
	Iteration 14Q: 3 clusters Score -178856.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -178860.781250 Penalty: 3629.337402
	Iteration 15Q: 3 clusters Score -178860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -178862.734375 Penalty: 3629.337402
	Iteration 16Q: 3 clusters Score -178862.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -178867.234375 Penalty: 3629.337402
	Iteration 17Q: 3 clusters Score -178867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -178868.687500 Penalty: 3629.337402
	Iteration 18Q: 3 clusters Score -178868.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -178871.781250 Penalty: 3629.337402
	Iteration 19Q: 3 clusters Score -178871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -178874.250000 Penalty: 3629.337402
	Iteration 20F: 3 clusters Score -178874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178875.593750 Penalty: 3629.337402
	Iteration 21Q: 3 clusters Score -178875.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178875.593750 Penalty: 3629.337402
	Iteration 22F: 3 clusters Score -178875.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -259135.578125 Penalty: 1909.336182
	Iteration 0F: 2 clusters Score -259135.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -256376.562500 Penalty: 3818.672363
	Iteration 0F: 3 clusters Score -256376.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -256889.531250 Penalty: 3818.672363
	Iteration 1F: 3 clusters Score -256889.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -257051.921875 Penalty: 3818.672363
	Iteration 2F: 3 clusters Score -257051.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -257167.031250 Penalty: 3818.672363
	Iteration 3F: 3 clusters Score -257167 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -257249.140625 Penalty: 3818.672363
	Iteration 4Q: 3 clusters Score -257249.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -257332.562500 Penalty: 3818.672363
	Iteration 5Q: 3 clusters Score -257332.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -257395.109375 Penalty: 3818.672363
	Iteration 6Q: 3 clusters Score -257395.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -257456.359375 Penalty: 3818.672363
	Iteration 7Q: 3 clusters Score -257456.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -257525.953125 Penalty: 3818.672363
	Iteration 8Q: 3 clusters Score -257526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -257569.296875 Penalty: 3818.672363
	Iteration 9Q: 3 clusters Score -257569.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -257601.718750 Penalty: 3818.672363
	Iteration 10Q: 3 clusters Score -257601.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -257633.062500 Penalty: 3818.672363
	Iteration 11Q: 3 clusters Score -257633.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -257656.828125 Penalty: 3818.672363
	Iteration 12Q: 3 clusters Score -257656.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -257683.562500 Penalty: 3818.672363
	Iteration 13Q: 3 clusters Score -257683.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -257708.484375 Penalty: 3818.672363
	Iteration 14Q: 3 clusters Score -257708.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -257730.515625 Penalty: 3818.672363
	Iteration 15Q: 3 clusters Score -257730.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -257754.953125 Penalty: 3818.672363
	Iteration 16Q: 3 clusters Score -257755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -257788.046875 Penalty: 3818.672363
	Iteration 17Q: 3 clusters Score -257788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -257804.171875 Penalty: 3818.672363
	Iteration 18Q: 3 clusters Score -257804.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -257810.625000 Penalty: 3818.672363
	Iteration 19Q: 3 clusters Score -257810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -257814.328125 Penalty: 3818.672363
	Iteration 20F: 3 clusters Score -257814.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -257820.703125 Penalty: 3818.672363
	Iteration 21Q: 3 clusters Score -257820.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -257823.859375 Penalty: 3818.672363
	Iteration 22Q: 3 clusters Score -257823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -257826.468750 Penalty: 3818.672363
	Iteration 23Q: 3 clusters Score -257826.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -257830.703125 Penalty: 3818.672363
	Iteration 24Q: 3 clusters Score -257830.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -257834.140625 Penalty: 3818.672363
	Iteration 25Q: 3 clusters Score -257834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -257836.500000 Penalty: 3818.672363
	Iteration 26Q: 3 clusters Score -257836.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -257836.453125 Penalty: 3818.672363
	Iteration 27Q: 3 clusters Score -257836.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -257838.078125 Penalty: 3818.672363
	Iteration 28Q: 3 clusters Score -257838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -257838.562500 Penalty: 3818.672363
	Iteration 29Q: 3 clusters Score -257838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -257840.515625 Penalty: 3818.672363
	Iteration 30Q: 3 clusters Score -257840.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -257842.375000 Penalty: 3818.672363
	Iteration 31Q: 3 clusters Score -257842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -257843.609375 Penalty: 3818.672363
	Iteration 32Q: 3 clusters Score -257843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -257845.093750 Penalty: 3818.672363
	Iteration 33Q: 3 clusters Score -257845.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -257848.031250 Penalty: 3818.672363
	Iteration 34Q: 3 clusters Score -257848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -257852.546875 Penalty: 3818.672363
	Iteration 35Q: 3 clusters Score -257852.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -257856.171875 Penalty: 3818.672363
	Iteration 36Q: 3 clusters Score -257856.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -257861.921875 Penalty: 3818.672363
	Iteration 37Q: 3 clusters Score -257861.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -257863.968750 Penalty: 3818.672363
	Iteration 38Q: 3 clusters Score -257864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -257865.546875 Penalty: 3818.672363
	Iteration 39Q: 3 clusters Score -257865.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -257867.500000 Penalty: 3818.672363
	Iteration 40F: 3 clusters Score -257867.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -257868.343750 Penalty: 3818.672363
	Iteration 41Q: 3 clusters Score -257868.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -257870.890625 Penalty: 3818.672363
	Iteration 42Q: 3 clusters Score -257870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -257871.828125 Penalty: 3818.672363
	Iteration 43Q: 3 clusters Score -257871.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -257871.828125 Penalty: 3818.672363
	Iteration 44F: 3 clusters Score -257871.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (91322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Entering Unmasked Estep 
Score: -11132433.000000 Penalty: 2832.692383
	Iteration 0F: 2 clusters Score -1.113243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -11071275.000000 Penalty: 5665.384766
	Iteration 0F: 3 clusters Score -1.107128e+07 nChanged 43096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -11095556.000000 Penalty: 5665.384766
	Iteration 1F: 3 clusters Score -1.109556e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -11096409.000000 Penalty: 5665.384766
	Iteration 2Q: 3 clusters Score -1.109641e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -11097536.000000 Penalty: 5665.384766
	Iteration 3Q: 3 clusters Score -1.109754e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -11098968.000000 Penalty: 5665.384766
	Iteration 4Q: 3 clusters Score -1.109897e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -11101144.000000 Penalty: 5665.384766
	Iteration 5F: 3 clusters Score -1.110114e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -11104012.000000 Penalty: 5665.384766
	Iteration 6F: 3 clusters Score -1.110401e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -11107845.000000 Penalty: 5665.384766
	Iteration 7F: 3 clusters Score -1.110784e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -11112088.000000 Penalty: 5665.384766
	Iteration 8F: 3 clusters Score -1.111209e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -11115953.000000 Penalty: 5665.384766
	Iteration 9F: 3 clusters Score -1.111595e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -11119440.000000 Penalty: 5665.384766
	Iteration 10F: 3 clusters Score -1.111944e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -11122517.000000 Penalty: 5665.384766
	Iteration 11Q: 3 clusters Score -1.112252e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85138 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -11125078.000000 Penalty: 5665.384766
	Iteration 12Q: 3 clusters Score -1.112508e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -11127189.000000 Penalty: 5665.384766
	Iteration 13Q: 3 clusters Score -1.112719e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -11128467.000000 Penalty: 5665.384766
	Iteration 14Q: 3 clusters Score -1.112847e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -11129226.000000 Penalty: 5665.384766
	Iteration 15Q: 3 clusters Score -1.112923e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90401 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11129554.000000 Penalty: 5665.384766
	Iteration 16Q: 3 clusters Score -1.112955e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90596 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -11129716.000000 Penalty: 5665.384766
	Iteration 17Q: 3 clusters Score -1.112972e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90713 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -11129838.000000 Penalty: 5665.384766
	Iteration 18Q: 3 clusters Score -1.112984e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11129906.000000 Penalty: 5665.384766
	Iteration 19Q: 3 clusters Score -1.112991e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -11129953.000000 Penalty: 5665.384766
	Iteration 20F: 3 clusters Score -1.112995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90849 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -11129988.000000 Penalty: 5665.384766
	Iteration 21Q: 3 clusters Score -1.112999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90859 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11129990.000000 Penalty: 5665.384766
	Iteration 22Q: 3 clusters Score -1.112999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90870 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11129987.000000 Penalty: 5665.384766
	Iteration 23Q: 3 clusters Score -1.112999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90878 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -11130002.000000 Penalty: 5665.384766
	Iteration 24Q: 3 clusters Score -1.113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90883 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11130000.000000 Penalty: 5665.384766
	Iteration 25Q: 3 clusters Score -1.113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90885 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11129990.000000 Penalty: 5665.384766
	Iteration 26Q: 3 clusters Score -1.112999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90889 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11129999.000000 Penalty: 5665.384766
	Iteration 27Q: 3 clusters Score -1.113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11130012.000000 Penalty: 5665.384766
	Iteration 28Q: 3 clusters Score -1.113001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90893 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -11130009.000000 Penalty: 5665.384766
	Iteration 29Q: 3 clusters Score -1.113001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90894 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -11130007.000000 Penalty: 5665.384766
	Iteration 30Q: 3 clusters Score -1.113001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90894 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -11130007.000000 Penalty: 5665.384766
	Iteration 31F: 3 clusters Score -1.113001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -428868.937500 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -428868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -425142.750000 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -425142.8 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -425968.406250 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -425968.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -426183.406250 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -426183.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -426328.781250 Penalty: 4071.006348
	Iteration 3F: 3 clusters Score -426328.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -426445.375000 Penalty: 4071.006348
	Iteration 4Q: 3 clusters Score -426445.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -426528.656250 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -426528.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -426603.718750 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -426603.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -426673.968750 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -426674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -426736.687500 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -426736.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -426788.937500 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -426788.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -426842.562500 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -426842.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -426886.312500 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -426886.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -426950.781250 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -426950.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -426988.781250 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -426988.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -427012.656250 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -427012.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -427033.093750 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -427033.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -427053.593750 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -427053.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -427074.187500 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -427074.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -427096.000000 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -427096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -427115.937500 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -427115.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -427133.031250 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -427133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -427148.312500 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -427148.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -427167.468750 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -427167.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -427189.281250 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -427189.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -427215.875000 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -427215.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -427237.593750 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -427237.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -427254.375000 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -427254.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -427264.468750 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -427264.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -427268.750000 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -427268.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -427270.281250 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -427270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -427271.656250 Penalty: 4071.006348
	Iteration 30Q: 3 clusters Score -427271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -427275.468750 Penalty: 4071.006348
	Iteration 31Q: 3 clusters Score -427275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -427275.406250 Penalty: 4071.006348
	Iteration 32Q: 3 clusters Score -427275.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -427275.406250 Penalty: 4071.006348
	Iteration 33F: 3 clusters Score -427275.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -954161.500000 Penalty: 2227.799805
	Iteration 0F: 2 clusters Score -954161.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -947811.375000 Penalty: 4455.599609
	Iteration 0F: 3 clusters Score -947811.4 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -949419.437500 Penalty: 4455.599609
	Iteration 1F: 3 clusters Score -949419.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -949681.500000 Penalty: 4455.599609
	Iteration 2F: 3 clusters Score -949681.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -949854.750000 Penalty: 4455.599609
	Iteration 3Q: 3 clusters Score -949854.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -949993.625000 Penalty: 4455.599609
	Iteration 4Q: 3 clusters Score -949993.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -950117.187500 Penalty: 4455.599609
	Iteration 5Q: 3 clusters Score -950117.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -950217.875000 Penalty: 4455.599609
	Iteration 6Q: 3 clusters Score -950217.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -950326.062500 Penalty: 4455.599609
	Iteration 7Q: 3 clusters Score -950326.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -950454.625000 Penalty: 4455.599609
	Iteration 8Q: 3 clusters Score -950454.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -950571.312500 Penalty: 4455.599609
	Iteration 9Q: 3 clusters Score -950571.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -950675.625000 Penalty: 4455.599609
	Iteration 10Q: 3 clusters Score -950675.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -950776.437500 Penalty: 4455.599609
	Iteration 11Q: 3 clusters Score -950776.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -950860.375000 Penalty: 4455.599609
	Iteration 12Q: 3 clusters Score -950860.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -950935.250000 Penalty: 4455.599609
	Iteration 13Q: 3 clusters Score -950935.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -951015.125000 Penalty: 4455.599609
	Iteration 14Q: 3 clusters Score -951015.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -951091.062500 Penalty: 4455.599609
	Iteration 15Q: 3 clusters Score -951091.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -951156.125000 Penalty: 4455.599609
	Iteration 16Q: 3 clusters Score -951156.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -951216.812500 Penalty: 4455.599609
	Iteration 17Q: 3 clusters Score -951216.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -951280.312500 Penalty: 4455.599609
	Iteration 18Q: 3 clusters Score -951280.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -951340.437500 Penalty: 4455.599609
	Iteration 19Q: 3 clusters Score -951340.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -951408.750000 Penalty: 4455.599609
	Iteration 20F: 3 clusters Score -951408.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -951485.812500 Penalty: 4455.599609
	Iteration 21Q: 3 clusters Score -951485.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -951580.750000 Penalty: 4455.599609
	Iteration 22Q: 3 clusters Score -951580.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -951637.062500 Penalty: 4455.599609
	Iteration 23Q: 3 clusters Score -951637.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -951692.687500 Penalty: 4455.599609
	Iteration 24Q: 3 clusters Score -951692.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -951737.687500 Penalty: 4455.599609
	Iteration 25Q: 3 clusters Score -951737.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -951778.187500 Penalty: 4455.599609
	Iteration 26Q: 3 clusters Score -951778.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -951814.000000 Penalty: 4455.599609
	Iteration 27Q: 3 clusters Score -951814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -951852.000000 Penalty: 4455.599609
	Iteration 28Q: 3 clusters Score -951852 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -951896.125000 Penalty: 4455.599609
	Iteration 29Q: 3 clusters Score -951896.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -951940.812500 Penalty: 4455.599609
	Iteration 30Q: 3 clusters Score -951940.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -951973.937500 Penalty: 4455.599609
	Iteration 31Q: 3 clusters Score -951973.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -951999.312500 Penalty: 4455.599609
	Iteration 32Q: 3 clusters Score -951999.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -952021.500000 Penalty: 4455.599609
	Iteration 33Q: 3 clusters Score -952021.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -952049.000000 Penalty: 4455.599609
	Iteration 34Q: 3 clusters Score -952049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -952069.750000 Penalty: 4455.599609
	Iteration 35Q: 3 clusters Score -952069.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -952089.062500 Penalty: 4455.599609
	Iteration 36Q: 3 clusters Score -952089.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -952107.562500 Penalty: 4455.599609
	Iteration 37Q: 3 clusters Score -952107.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -952121.812500 Penalty: 4455.599609
	Iteration 38Q: 3 clusters Score -952121.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -952138.312500 Penalty: 4455.599609
	Iteration 39Q: 3 clusters Score -952138.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -952154.937500 Penalty: 4455.599609
	Iteration 40F: 3 clusters Score -952154.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -952168.437500 Penalty: 4455.599609
	Iteration 41Q: 3 clusters Score -952168.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -952178.625000 Penalty: 4455.599609
	Iteration 42Q: 3 clusters Score -952178.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -952186.500000 Penalty: 4455.599609
	Iteration 43Q: 3 clusters Score -952186.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -952195.875000 Penalty: 4455.599609
	Iteration 44Q: 3 clusters Score -952195.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -952200.187500 Penalty: 4455.599609
	Iteration 45Q: 3 clusters Score -952200.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -952204.312500 Penalty: 4455.599609
	Iteration 46Q: 3 clusters Score -952204.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -952205.250000 Penalty: 4455.599609
	Iteration 47Q: 3 clusters Score -952205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -952208.437500 Penalty: 4455.599609
	Iteration 48Q: 3 clusters Score -952208.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -952211.437500 Penalty: 4455.599609
	Iteration 49Q: 3 clusters Score -952211.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -952217.500000 Penalty: 4455.599609
	Iteration 50Q: 3 clusters Score -952217.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -952224.250000 Penalty: 4455.599609
	Iteration 51Q: 3 clusters Score -952224.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -952226.937500 Penalty: 4455.599609
	Iteration 52Q: 3 clusters Score -952226.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -952230.937500 Penalty: 4455.599609
	Iteration 53Q: 3 clusters Score -952230.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -952233.875000 Penalty: 4455.599609
	Iteration 54Q: 3 clusters Score -952233.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -952243.875000 Penalty: 4455.599609
	Iteration 55Q: 3 clusters Score -952243.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -952251.750000 Penalty: 4455.599609
	Iteration 56Q: 3 clusters Score -952251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -952254.312500 Penalty: 4455.599609
	Iteration 57Q: 3 clusters Score -952254.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -952255.500000 Penalty: 4455.599609
	Iteration 58Q: 3 clusters Score -952255.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -952260.000000 Penalty: 4455.599609
	Iteration 59Q: 3 clusters Score -952260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -952262.625000 Penalty: 4455.599609
	Iteration 60F: 3 clusters Score -952262.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -952267.187500 Penalty: 4455.599609
	Iteration 61Q: 3 clusters Score -952267.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -952270.125000 Penalty: 4455.599609
	Iteration 62Q: 3 clusters Score -952270.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -952271.562500 Penalty: 4455.599609
	Iteration 63Q: 3 clusters Score -952271.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -952276.625000 Penalty: 4455.599609
	Iteration 64Q: 3 clusters Score -952276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -952278.625000 Penalty: 4455.599609
	Iteration 65Q: 3 clusters Score -952278.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -952278.312500 Penalty: 4455.599609
	Iteration 66Q: 3 clusters Score -952278.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -952282.375000 Penalty: 4455.599609
	Iteration 67Q: 3 clusters Score -952282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -952282.250000 Penalty: 4455.599609
	Iteration 68Q: 3 clusters Score -952282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -952282.687500 Penalty: 4455.599609
	Iteration 69Q: 3 clusters Score -952282.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -952283.937500 Penalty: 4455.599609
	Iteration 70Q: 3 clusters Score -952283.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -952283.125000 Penalty: 4455.599609
	Iteration 71Q: 3 clusters Score -952283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -952284.312500 Penalty: 4455.599609
	Iteration 72Q: 3 clusters Score -952284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -952284.187500 Penalty: 4455.599609
	Iteration 73Q: 3 clusters Score -952284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -952284.187500 Penalty: 4455.599609
	Iteration 74F: 3 clusters Score -952284.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (228827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228827 members 
Entering Unmasked Estep 
Score: -27920580.000000 Penalty: 3060.498779
	Iteration 0F: 2 clusters Score -2.792058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114379 members 
Mstep: Class 2 contains 114448 members 
Entering Unmasked Estep 
Score: -27778054.000000 Penalty: 6120.997559
	Iteration 0F: 3 clusters Score -2.777805e+07 nChanged 110039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117974 members 
Mstep: Class 2 contains 110853 members 
Entering Unmasked Estep 
Score: -27843794.000000 Penalty: 6120.997559
	Iteration 1F: 3 clusters Score -2.784379e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120663 members 
Mstep: Class 2 contains 108164 members 
Entering Unmasked Estep 
Score: -27846874.000000 Penalty: 6120.997559
	Iteration 2Q: 3 clusters Score -2.784687e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124944 members 
Mstep: Class 2 contains 103883 members 
Entering Unmasked Estep 
Score: -27851132.000000 Penalty: 6120.997559
	Iteration 3Q: 3 clusters Score -2.785113e+07 nChanged 12371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131275 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -27856298.000000 Penalty: 6120.997559
	Iteration 4F: 3 clusters Score -2.78563e+07 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140026 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -27863044.000000 Penalty: 6120.997559
	Iteration 5F: 3 clusters Score -2.786304e+07 nChanged 14915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151305 members 
Mstep: Class 2 contains 77522 members 
Entering Unmasked Estep 
Score: -27871038.000000 Penalty: 6120.997559
	Iteration 6F: 3 clusters Score -2.787104e+07 nChanged 15314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164315 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -27879798.000000 Penalty: 6120.997559
	Iteration 7F: 3 clusters Score -2.78798e+07 nChanged 14803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177572 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -27887334.000000 Penalty: 6120.997559
	Iteration 8F: 3 clusters Score -2.788733e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189912 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -27894892.000000 Penalty: 6120.997559
	Iteration 9F: 3 clusters Score -2.789489e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201463 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -27901746.000000 Penalty: 6120.997559
	Iteration 10F: 3 clusters Score -2.790175e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211553 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -27907776.000000 Penalty: 6120.997559
	Iteration 11Q: 3 clusters Score -2.790778e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219293 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -27912444.000000 Penalty: 6120.997559
	Iteration 12Q: 3 clusters Score -2.791244e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224244 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -27915548.000000 Penalty: 6120.997559
	Iteration 13Q: 3 clusters Score -2.791555e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226712 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -27917092.000000 Penalty: 6120.997559
	Iteration 14Q: 3 clusters Score -2.791709e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227718 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -27917678.000000 Penalty: 6120.997559
	Iteration 15Q: 3 clusters Score -2.791768e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228090 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -27917830.000000 Penalty: 6120.997559
	Iteration 16Q: 3 clusters Score -2.791783e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228236 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -27917962.000000 Penalty: 6120.997559
	Iteration 17Q: 3 clusters Score -2.791796e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228292 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -27918008.000000 Penalty: 6120.997559
	Iteration 18Q: 3 clusters Score -2.791801e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228324 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -27918038.000000 Penalty: 6120.997559
	Iteration 19Q: 3 clusters Score -2.791804e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228342 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -27918030.000000 Penalty: 6120.997559
	Iteration 20F: 3 clusters Score -2.791803e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228357 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -27918038.000000 Penalty: 6120.997559
	Iteration 21Q: 3 clusters Score -2.791804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228372 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -27918080.000000 Penalty: 6120.997559
	Iteration 22Q: 3 clusters Score -2.791808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228378 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -27918068.000000 Penalty: 6120.997559
	Iteration 23Q: 3 clusters Score -2.791807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228384 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -27918082.000000 Penalty: 6120.997559
	Iteration 24Q: 3 clusters Score -2.791808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228388 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -27918078.000000 Penalty: 6120.997559
	Iteration 25Q: 3 clusters Score -2.791808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228389 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -27918084.000000 Penalty: 6120.997559
	Iteration 26Q: 3 clusters Score -2.791808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228394 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -27918088.000000 Penalty: 6120.997559
	Iteration 27Q: 3 clusters Score -2.791809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228398 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -27918096.000000 Penalty: 6120.997559
	Iteration 28Q: 3 clusters Score -2.79181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228406 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -27918108.000000 Penalty: 6120.997559
	Iteration 29Q: 3 clusters Score -2.791811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228412 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -27918122.000000 Penalty: 6120.997559
	Iteration 30Q: 3 clusters Score -2.791812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228414 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -27918128.000000 Penalty: 6120.997559
	Iteration 31Q: 3 clusters Score -2.791813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228412 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -27918124.000000 Penalty: 6120.997559
	Iteration 32Q: 3 clusters Score -2.791812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228413 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -27918116.000000 Penalty: 6120.997559
	Iteration 33Q: 3 clusters Score -2.791812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228411 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -27918106.000000 Penalty: 6120.997559
	Iteration 34Q: 3 clusters Score -2.791811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228410 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -27918110.000000 Penalty: 6120.997559
	Iteration 35Q: 3 clusters Score -2.791811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228410 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -27918110.000000 Penalty: 6120.997559
	Iteration 36F: 3 clusters Score -2.791811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -239496.328125 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -239496.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -236858.203125 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -236858.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -237261.765625 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -237261.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -237373.109375 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -237373.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -237440.625000 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -237440.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -237505.953125 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -237506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -237546.687500 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -237546.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -237580.562500 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -237580.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -237604.328125 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -237604.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -237623.281250 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -237623.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -237637.187500 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -237637.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -237647.109375 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -237647.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -237655.093750 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -237655.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -237659.687500 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -237659.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -237664.656250 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -237664.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -237667.593750 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -237667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -237672.671875 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -237672.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -237674.593750 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -237674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -237676.890625 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -237676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -237679.140625 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -237679.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -237679.593750 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -237679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -237680.015625 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -237680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -237680.578125 Penalty: 3784.949463
	Iteration 21Q: 3 clusters Score -237680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -237680.578125 Penalty: 3784.949463
	Iteration 22F: 3 clusters Score -237680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -985504.937500 Penalty: 2240.924805
	Iteration 0F: 2 clusters Score -985504.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -978861.312500 Penalty: 4481.849609
	Iteration 0F: 3 clusters Score -978861.3 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -980732.437500 Penalty: 4481.849609
	Iteration 1F: 3 clusters Score -980732.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -980994.625000 Penalty: 4481.849609
	Iteration 2F: 3 clusters Score -980994.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -981173.125000 Penalty: 4481.849609
	Iteration 3Q: 3 clusters Score -981173.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -981326.875000 Penalty: 4481.849609
	Iteration 4Q: 3 clusters Score -981326.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -981448.687500 Penalty: 4481.849609
	Iteration 5Q: 3 clusters Score -981448.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -981545.312500 Penalty: 4481.849609
	Iteration 6Q: 3 clusters Score -981545.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -981622.625000 Penalty: 4481.849609
	Iteration 7Q: 3 clusters Score -981622.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -981693.875000 Penalty: 4481.849609
	Iteration 8Q: 3 clusters Score -981693.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -981768.750000 Penalty: 4481.849609
	Iteration 9Q: 3 clusters Score -981768.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -981865.750000 Penalty: 4481.849609
	Iteration 10Q: 3 clusters Score -981865.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -981960.187500 Penalty: 4481.849609
	Iteration 11Q: 3 clusters Score -981960.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -982086.000000 Penalty: 4481.849609
	Iteration 12Q: 3 clusters Score -982086 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -982242.000000 Penalty: 4481.849609
	Iteration 13Q: 3 clusters Score -982242 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -982398.500000 Penalty: 4481.849609
	Iteration 14Q: 3 clusters Score -982398.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -982579.437500 Penalty: 4481.849609
	Iteration 15Q: 3 clusters Score -982579.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -982770.187500 Penalty: 4481.849609
	Iteration 16Q: 3 clusters Score -982770.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -982939.312500 Penalty: 4481.849609
	Iteration 17Q: 3 clusters Score -982939.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -983099.812500 Penalty: 4481.849609
	Iteration 18Q: 3 clusters Score -983099.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -983245.625000 Penalty: 4481.849609
	Iteration 19Q: 3 clusters Score -983245.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -983341.375000 Penalty: 4481.849609
	Iteration 20F: 3 clusters Score -983341.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -983397.312500 Penalty: 4481.849609
	Iteration 21Q: 3 clusters Score -983397.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -983441.875000 Penalty: 4481.849609
	Iteration 22Q: 3 clusters Score -983441.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -983472.937500 Penalty: 4481.849609
	Iteration 23Q: 3 clusters Score -983472.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -983492.875000 Penalty: 4481.849609
	Iteration 24Q: 3 clusters Score -983492.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -983512.250000 Penalty: 4481.849609
	Iteration 25Q: 3 clusters Score -983512.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -983523.125000 Penalty: 4481.849609
	Iteration 26Q: 3 clusters Score -983523.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -983536.062500 Penalty: 4481.849609
	Iteration 27Q: 3 clusters Score -983536.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -983543.687500 Penalty: 4481.849609
	Iteration 28Q: 3 clusters Score -983543.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -983551.125000 Penalty: 4481.849609
	Iteration 29Q: 3 clusters Score -983551.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -983561.312500 Penalty: 4481.849609
	Iteration 30Q: 3 clusters Score -983561.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -983572.937500 Penalty: 4481.849609
	Iteration 31Q: 3 clusters Score -983572.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -983582.312500 Penalty: 4481.849609
	Iteration 32Q: 3 clusters Score -983582.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -983587.812500 Penalty: 4481.849609
	Iteration 33Q: 3 clusters Score -983587.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -983595.625000 Penalty: 4481.849609
	Iteration 34Q: 3 clusters Score -983595.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -983597.750000 Penalty: 4481.849609
	Iteration 35Q: 3 clusters Score -983597.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -983600.312500 Penalty: 4481.849609
	Iteration 36Q: 3 clusters Score -983600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -983601.437500 Penalty: 4481.849609
	Iteration 37Q: 3 clusters Score -983601.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -983602.312500 Penalty: 4481.849609
	Iteration 38Q: 3 clusters Score -983602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -983602.187500 Penalty: 4481.849609
	Iteration 39Q: 3 clusters Score -983602.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -983602.187500 Penalty: 4481.849609
	Iteration 40F: 3 clusters Score -983602.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (6208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Entering Unmasked Estep 
Score: -712276.062500 Penalty: 2165.931396
	Iteration 0F: 2 clusters Score -712276.1 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 3046 members 
Entering Unmasked Estep 
Score: -706956.062500 Penalty: 4331.862793
	Iteration 0F: 3 clusters Score -706956.1 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -708345.625000 Penalty: 4331.862793
	Iteration 1F: 3 clusters Score -708345.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -708712.312500 Penalty: 4331.862793
	Iteration 2F: 3 clusters Score -708712.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -708995.625000 Penalty: 4331.862793
	Iteration 3F: 3 clusters Score -708995.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -709218.062500 Penalty: 4331.862793
	Iteration 4F: 3 clusters Score -709218.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -709386.375000 Penalty: 4331.862793
	Iteration 5Q: 3 clusters Score -709386.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -709515.125000 Penalty: 4331.862793
	Iteration 6Q: 3 clusters Score -709515.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -709612.687500 Penalty: 4331.862793
	Iteration 7Q: 3 clusters Score -709612.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -709676.000000 Penalty: 4331.862793
	Iteration 8Q: 3 clusters Score -709676 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -709735.375000 Penalty: 4331.862793
	Iteration 9Q: 3 clusters Score -709735.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -709789.125000 Penalty: 4331.862793
	Iteration 10Q: 3 clusters Score -709789.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -709835.250000 Penalty: 4331.862793
	Iteration 11Q: 3 clusters Score -709835.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -709876.062500 Penalty: 4331.862793
	Iteration 12Q: 3 clusters Score -709876.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -709910.187500 Penalty: 4331.862793
	Iteration 13Q: 3 clusters Score -709910.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -709947.062500 Penalty: 4331.862793
	Iteration 14Q: 3 clusters Score -709947.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -709978.375000 Penalty: 4331.862793
	Iteration 15Q: 3 clusters Score -709978.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -710009.562500 Penalty: 4331.862793
	Iteration 16Q: 3 clusters Score -710009.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -710036.312500 Penalty: 4331.862793
	Iteration 17Q: 3 clusters Score -710036.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -710062.250000 Penalty: 4331.862793
	Iteration 18Q: 3 clusters Score -710062.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -710093.125000 Penalty: 4331.862793
	Iteration 19Q: 3 clusters Score -710093.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -710123.000000 Penalty: 4331.862793
	Iteration 20F: 3 clusters Score -710123 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -710145.187500 Penalty: 4331.862793
	Iteration 21Q: 3 clusters Score -710145.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -710164.812500 Penalty: 4331.862793
	Iteration 22Q: 3 clusters Score -710164.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -710186.187500 Penalty: 4331.862793
	Iteration 23Q: 3 clusters Score -710186.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -710207.437500 Penalty: 4331.862793
	Iteration 24Q: 3 clusters Score -710207.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -710232.437500 Penalty: 4331.862793
	Iteration 25Q: 3 clusters Score -710232.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -710267.437500 Penalty: 4331.862793
	Iteration 26Q: 3 clusters Score -710267.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -710303.625000 Penalty: 4331.862793
	Iteration 27Q: 3 clusters Score -710303.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -710330.687500 Penalty: 4331.862793
	Iteration 28Q: 3 clusters Score -710330.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -710351.375000 Penalty: 4331.862793
	Iteration 29Q: 3 clusters Score -710351.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -710370.000000 Penalty: 4331.862793
	Iteration 30Q: 3 clusters Score -710370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -710384.062500 Penalty: 4331.862793
	Iteration 31Q: 3 clusters Score -710384.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -710399.562500 Penalty: 4331.862793
	Iteration 32Q: 3 clusters Score -710399.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -710410.250000 Penalty: 4331.862793
	Iteration 33Q: 3 clusters Score -710410.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -710423.062500 Penalty: 4331.862793
	Iteration 34Q: 3 clusters Score -710423.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -710431.750000 Penalty: 4331.862793
	Iteration 35Q: 3 clusters Score -710431.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -710443.000000 Penalty: 4331.862793
	Iteration 36Q: 3 clusters Score -710443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -710453.562500 Penalty: 4331.862793
	Iteration 37Q: 3 clusters Score -710453.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -710464.875000 Penalty: 4331.862793
	Iteration 38Q: 3 clusters Score -710464.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -710478.625000 Penalty: 4331.862793
	Iteration 39Q: 3 clusters Score -710478.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -710501.187500 Penalty: 4331.862793
	Iteration 40F: 3 clusters Score -710501.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -710515.000000 Penalty: 4331.862793
	Iteration 41Q: 3 clusters Score -710515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -710528.312500 Penalty: 4331.862793
	Iteration 42Q: 3 clusters Score -710528.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -710542.437500 Penalty: 4331.862793
	Iteration 43Q: 3 clusters Score -710542.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -710554.312500 Penalty: 4331.862793
	Iteration 44Q: 3 clusters Score -710554.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -710565.500000 Penalty: 4331.862793
	Iteration 45Q: 3 clusters Score -710565.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -710577.250000 Penalty: 4331.862793
	Iteration 46Q: 3 clusters Score -710577.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -710587.125000 Penalty: 4331.862793
	Iteration 47Q: 3 clusters Score -710587.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -710590.625000 Penalty: 4331.862793
	Iteration 48Q: 3 clusters Score -710590.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -710594.125000 Penalty: 4331.862793
	Iteration 49Q: 3 clusters Score -710594.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -710599.562500 Penalty: 4331.862793
	Iteration 50Q: 3 clusters Score -710599.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -710603.500000 Penalty: 4331.862793
	Iteration 51Q: 3 clusters Score -710603.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -710611.375000 Penalty: 4331.862793
	Iteration 52Q: 3 clusters Score -710611.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -710619.750000 Penalty: 4331.862793
	Iteration 53Q: 3 clusters Score -710619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -710621.625000 Penalty: 4331.862793
	Iteration 54Q: 3 clusters Score -710621.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -710628.250000 Penalty: 4331.862793
	Iteration 55Q: 3 clusters Score -710628.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -710629.625000 Penalty: 4331.862793
	Iteration 56Q: 3 clusters Score -710629.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -710630.375000 Penalty: 4331.862793
	Iteration 57Q: 3 clusters Score -710630.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -710632.375000 Penalty: 4331.862793
	Iteration 58Q: 3 clusters Score -710632.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -710633.437500 Penalty: 4331.862793
	Iteration 59Q: 3 clusters Score -710633.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -710636.375000 Penalty: 4331.862793
	Iteration 60F: 3 clusters Score -710636.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -710645.000000 Penalty: 4331.862793
	Iteration 61Q: 3 clusters Score -710645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -710652.812500 Penalty: 4331.862793
	Iteration 62Q: 3 clusters Score -710652.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -710664.562500 Penalty: 4331.862793
	Iteration 63Q: 3 clusters Score -710664.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -710673.062500 Penalty: 4331.862793
	Iteration 64Q: 3 clusters Score -710673.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -710685.937500 Penalty: 4331.862793
	Iteration 65Q: 3 clusters Score -710685.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -710700.312500 Penalty: 4331.862793
	Iteration 66Q: 3 clusters Score -710700.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -710716.750000 Penalty: 4331.862793
	Iteration 67Q: 3 clusters Score -710716.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -710732.375000 Penalty: 4331.862793
	Iteration 68Q: 3 clusters Score -710732.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -710747.500000 Penalty: 4331.862793
	Iteration 69Q: 3 clusters Score -710747.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -710761.562500 Penalty: 4331.862793
	Iteration 70Q: 3 clusters Score -710761.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -710778.750000 Penalty: 4331.862793
	Iteration 71Q: 3 clusters Score -710778.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -710787.062500 Penalty: 4331.862793
	Iteration 72Q: 3 clusters Score -710787.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -710792.937500 Penalty: 4331.862793
	Iteration 73Q: 3 clusters Score -710792.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -710799.562500 Penalty: 4331.862793
	Iteration 74Q: 3 clusters Score -710799.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -710799.875000 Penalty: 4331.862793
	Iteration 75Q: 3 clusters Score -710799.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -710802.937500 Penalty: 4331.862793
	Iteration 76Q: 3 clusters Score -710802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -710803.500000 Penalty: 4331.862793
	Iteration 77Q: 3 clusters Score -710803.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -710807.062500 Penalty: 4331.862793
	Iteration 78Q: 3 clusters Score -710807.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -710812.625000 Penalty: 4331.862793
	Iteration 79Q: 3 clusters Score -710812.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -710817.812500 Penalty: 4331.862793
	Iteration 80F: 3 clusters Score -710817.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -710819.562500 Penalty: 4331.862793
	Iteration 81Q: 3 clusters Score -710819.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -710822.875000 Penalty: 4331.862793
	Iteration 82Q: 3 clusters Score -710822.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -710822.875000 Penalty: 4331.862793
	Iteration 83Q: 3 clusters Score -710822.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -710822.937500 Penalty: 4331.862793
	Iteration 84Q: 3 clusters Score -710822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -710822.937500 Penalty: 4331.862793
	Iteration 85F: 3 clusters Score -710822.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (10115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Entering Unmasked Estep 
Score: -1092394.125000 Penalty: 2287.000244
	Iteration 0F: 2 clusters Score -1092394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1084687.625000 Penalty: 4574.000488
	Iteration 0F: 3 clusters Score -1084688 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1087130.875000 Penalty: 4574.000488
	Iteration 1F: 3 clusters Score -1087131 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1087700.250000 Penalty: 4574.000488
	Iteration 2F: 3 clusters Score -1087700 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1088271.875000 Penalty: 4574.000488
	Iteration 3F: 3 clusters Score -1088272 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1088842.500000 Penalty: 4574.000488
	Iteration 4F: 3 clusters Score -1088842 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1089400.000000 Penalty: 4574.000488
	Iteration 5F: 3 clusters Score -1089400 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1089842.000000 Penalty: 4574.000488
	Iteration 6F: 3 clusters Score -1089842 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1090140.375000 Penalty: 4574.000488
	Iteration 7Q: 3 clusters Score -1090140 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1090325.000000 Penalty: 4574.000488
	Iteration 8Q: 3 clusters Score -1090325 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1090445.625000 Penalty: 4574.000488
	Iteration 9Q: 3 clusters Score -1090446 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1090536.125000 Penalty: 4574.000488
	Iteration 10Q: 3 clusters Score -1090536 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1090598.500000 Penalty: 4574.000488
	Iteration 11Q: 3 clusters Score -1090598 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1090645.000000 Penalty: 4574.000488
	Iteration 12Q: 3 clusters Score -1090645 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1090682.750000 Penalty: 4574.000488
	Iteration 13Q: 3 clusters Score -1090683 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1090718.875000 Penalty: 4574.000488
	Iteration 14Q: 3 clusters Score -1090719 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1090744.875000 Penalty: 4574.000488
	Iteration 15Q: 3 clusters Score -1090745 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1090770.625000 Penalty: 4574.000488
	Iteration 16Q: 3 clusters Score -1090771 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1090799.125000 Penalty: 4574.000488
	Iteration 17Q: 3 clusters Score -1090799 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1090813.000000 Penalty: 4574.000488
	Iteration 18Q: 3 clusters Score -1090813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1090832.125000 Penalty: 4574.000488
	Iteration 19Q: 3 clusters Score -1090832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1090845.250000 Penalty: 4574.000488
	Iteration 20F: 3 clusters Score -1090845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1090857.500000 Penalty: 4574.000488
	Iteration 21Q: 3 clusters Score -1090858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1090871.125000 Penalty: 4574.000488
	Iteration 22Q: 3 clusters Score -1090871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1090876.000000 Penalty: 4574.000488
	Iteration 23Q: 3 clusters Score -1090876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1090882.375000 Penalty: 4574.000488
	Iteration 24Q: 3 clusters Score -1090882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1090888.375000 Penalty: 4574.000488
	Iteration 25Q: 3 clusters Score -1090888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1090895.375000 Penalty: 4574.000488
	Iteration 26Q: 3 clusters Score -1090895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1090900.125000 Penalty: 4574.000488
	Iteration 27Q: 3 clusters Score -1090900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1090908.750000 Penalty: 4574.000488
	Iteration 28Q: 3 clusters Score -1090909 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1090920.875000 Penalty: 4574.000488
	Iteration 29Q: 3 clusters Score -1090921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1090928.500000 Penalty: 4574.000488
	Iteration 30Q: 3 clusters Score -1090928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1090938.625000 Penalty: 4574.000488
	Iteration 31Q: 3 clusters Score -1090939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1090942.750000 Penalty: 4574.000488
	Iteration 32Q: 3 clusters Score -1090943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1090953.500000 Penalty: 4574.000488
	Iteration 33Q: 3 clusters Score -1090954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1090960.250000 Penalty: 4574.000488
	Iteration 34Q: 3 clusters Score -1090960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1090968.625000 Penalty: 4574.000488
	Iteration 35Q: 3 clusters Score -1090969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1090977.000000 Penalty: 4574.000488
	Iteration 36Q: 3 clusters Score -1090977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1090983.000000 Penalty: 4574.000488
	Iteration 37Q: 3 clusters Score -1090983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1090988.375000 Penalty: 4574.000488
	Iteration 38Q: 3 clusters Score -1090988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1091000.250000 Penalty: 4574.000488
	Iteration 39Q: 3 clusters Score -1091000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1091005.750000 Penalty: 4574.000488
	Iteration 40F: 3 clusters Score -1091006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1091009.875000 Penalty: 4574.000488
	Iteration 41Q: 3 clusters Score -1091010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1091015.125000 Penalty: 4574.000488
	Iteration 42Q: 3 clusters Score -1091015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1091017.500000 Penalty: 4574.000488
	Iteration 43Q: 3 clusters Score -1091018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1091018.875000 Penalty: 4574.000488
	Iteration 44Q: 3 clusters Score -1091019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1091022.875000 Penalty: 4574.000488
	Iteration 45Q: 3 clusters Score -1091023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1091022.250000 Penalty: 4574.000488
	Iteration 46Q: 3 clusters Score -1091022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1091025.500000 Penalty: 4574.000488
	Iteration 47Q: 3 clusters Score -1091026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1091034.875000 Penalty: 4574.000488
	Iteration 48Q: 3 clusters Score -1091035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1091033.750000 Penalty: 4574.000488
	Iteration 49Q: 3 clusters Score -1091034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1091040.875000 Penalty: 4574.000488
	Iteration 50Q: 3 clusters Score -1091041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1091047.000000 Penalty: 4574.000488
	Iteration 51Q: 3 clusters Score -1091047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1091050.375000 Penalty: 4574.000488
	Iteration 52Q: 3 clusters Score -1091050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1091057.125000 Penalty: 4574.000488
	Iteration 53Q: 3 clusters Score -1091057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1091064.750000 Penalty: 4574.000488
	Iteration 54Q: 3 clusters Score -1091065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1091067.250000 Penalty: 4574.000488
	Iteration 55Q: 3 clusters Score -1091067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1091071.000000 Penalty: 4574.000488
	Iteration 56Q: 3 clusters Score -1091071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1091077.625000 Penalty: 4574.000488
	Iteration 57Q: 3 clusters Score -1091078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1091079.750000 Penalty: 4574.000488
	Iteration 58Q: 3 clusters Score -1091080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1091083.125000 Penalty: 4574.000488
	Iteration 59Q: 3 clusters Score -1091083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1091087.125000 Penalty: 4574.000488
	Iteration 60F: 3 clusters Score -1091087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1091090.375000 Penalty: 4574.000488
	Iteration 61Q: 3 clusters Score -1091090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1091095.625000 Penalty: 4574.000488
	Iteration 62Q: 3 clusters Score -1091096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1091098.375000 Penalty: 4574.000488
	Iteration 63Q: 3 clusters Score -1091098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1091100.625000 Penalty: 4574.000488
	Iteration 64Q: 3 clusters Score -1091101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1091102.375000 Penalty: 4574.000488
	Iteration 65Q: 3 clusters Score -1091102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1091105.125000 Penalty: 4574.000488
	Iteration 66Q: 3 clusters Score -1091105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1091106.500000 Penalty: 4574.000488
	Iteration 67Q: 3 clusters Score -1091106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1091110.250000 Penalty: 4574.000488
	Iteration 68Q: 3 clusters Score -1091110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1091113.750000 Penalty: 4574.000488
	Iteration 69Q: 3 clusters Score -1091114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1091114.250000 Penalty: 4574.000488
	Iteration 70Q: 3 clusters Score -1091114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1091118.000000 Penalty: 4574.000488
	Iteration 71Q: 3 clusters Score -1091118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1091118.375000 Penalty: 4574.000488
	Iteration 72Q: 3 clusters Score -1091118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1091117.500000 Penalty: 4574.000488
	Iteration 73Q: 3 clusters Score -1091118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1091120.500000 Penalty: 4574.000488
	Iteration 74Q: 3 clusters Score -1091120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1091124.625000 Penalty: 4574.000488
	Iteration 75Q: 3 clusters Score -1091125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1091126.500000 Penalty: 4574.000488
	Iteration 76Q: 3 clusters Score -1091126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1091128.875000 Penalty: 4574.000488
	Iteration 77Q: 3 clusters Score -1091129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1091130.875000 Penalty: 4574.000488
	Iteration 78Q: 3 clusters Score -1091131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1091131.625000 Penalty: 4574.000488
	Iteration 79Q: 3 clusters Score -1091132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1091131.625000 Penalty: 4574.000488
	Iteration 80F: 3 clusters Score -1091132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1091134.000000 Penalty: 4574.000488
	Iteration 81Q: 3 clusters Score -1091134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1091135.875000 Penalty: 4574.000488
	Iteration 82Q: 3 clusters Score -1091136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1091137.250000 Penalty: 4574.000488
	Iteration 83Q: 3 clusters Score -1091137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1091137.750000 Penalty: 4574.000488
	Iteration 84Q: 3 clusters Score -1091138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1091137.500000 Penalty: 4574.000488
	Iteration 85Q: 3 clusters Score -1091138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1091137.500000 Penalty: 4574.000488
	Iteration 86Q: 3 clusters Score -1091138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1091140.250000 Penalty: 4574.000488
	Iteration 87Q: 3 clusters Score -1091140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1091137.625000 Penalty: 4574.000488
	Iteration 88Q: 3 clusters Score -1091138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1091138.375000 Penalty: 4574.000488
	Iteration 89Q: 3 clusters Score -1091138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1091140.500000 Penalty: 4574.000488
	Iteration 90Q: 3 clusters Score -1091140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1091142.875000 Penalty: 4574.000488
	Iteration 91Q: 3 clusters Score -1091143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1091144.875000 Penalty: 4574.000488
	Iteration 92Q: 3 clusters Score -1091145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1091149.375000 Penalty: 4574.000488
	Iteration 93Q: 3 clusters Score -1091149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1091146.125000 Penalty: 4574.000488
	Iteration 94Q: 3 clusters Score -1091146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1091148.375000 Penalty: 4574.000488
	Iteration 95Q: 3 clusters Score -1091148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1091153.875000 Penalty: 4574.000488
	Iteration 96Q: 3 clusters Score -1091154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1091159.375000 Penalty: 4574.000488
	Iteration 97Q: 3 clusters Score -1091159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1091159.000000 Penalty: 4574.000488
	Iteration 98Q: 3 clusters Score -1091159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1091160.500000 Penalty: 4574.000488
	Iteration 99Q: 3 clusters Score -1091160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1091165.500000 Penalty: 4574.000488
	Iteration 100F: 3 clusters Score -1091166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1091170.000000 Penalty: 4574.000488
	Iteration 101Q: 3 clusters Score -1091170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1091170.500000 Penalty: 4574.000488
	Iteration 102Q: 3 clusters Score -1091170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1091171.750000 Penalty: 4574.000488
	Iteration 103Q: 3 clusters Score -1091172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1091172.875000 Penalty: 4574.000488
	Iteration 104Q: 3 clusters Score -1091173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1091173.875000 Penalty: 4574.000488
	Iteration 105Q: 3 clusters Score -1091174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1091174.000000 Penalty: 4574.000488
	Iteration 106Q: 3 clusters Score -1091174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1091177.500000 Penalty: 4574.000488
	Iteration 107Q: 3 clusters Score -1091178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1091177.625000 Penalty: 4574.000488
	Iteration 108Q: 3 clusters Score -1091178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1091176.250000 Penalty: 4574.000488
	Iteration 109Q: 3 clusters Score -1091176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1091176.250000 Penalty: 4574.000488
	Iteration 110F: 3 clusters Score -1091176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -372073.156250 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -372073.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -369193.531250 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -369193.5 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -369860.625000 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -369860.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -370099.875000 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -370099.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -370288.468750 Penalty: 3849.614258
	Iteration 3F: 3 clusters Score -370288.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -370488.656250 Penalty: 3849.614258
	Iteration 4Q: 3 clusters Score -370488.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -370660.375000 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -370660.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -370772.687500 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -370772.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -370867.500000 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -370867.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -370969.968750 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -370970 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -371111.281250 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -371111.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -371220.281250 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -371220.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -371337.406250 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -371337.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -371480.312500 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -371480.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -371576.468750 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -371576.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -371655.375000 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -371655.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -371698.250000 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -371698.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -371731.906250 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -371731.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -371760.468750 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -371760.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -371789.218750 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -371789.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -371814.812500 Penalty: 3849.614258
	Iteration 19Q: 3 clusters Score -371814.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -371827.343750 Penalty: 3849.614258
	Iteration 20F: 3 clusters Score -371827.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -371837.937500 Penalty: 3849.614258
	Iteration 21Q: 3 clusters Score -371837.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -371843.281250 Penalty: 3849.614258
	Iteration 22Q: 3 clusters Score -371843.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -371846.625000 Penalty: 3849.614258
	Iteration 23Q: 3 clusters Score -371846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -371847.593750 Penalty: 3849.614258
	Iteration 24Q: 3 clusters Score -371847.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -371847.593750 Penalty: 3849.614258
	Iteration 25F: 3 clusters Score -371847.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -65081.281250 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -65081.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63645.792969 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -63645.79 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -64284.730469 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -64284.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -64779.679688 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -64779.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -65004.093750 Penalty: 3247.205566
	Iteration 3F: 3 clusters Score -65004.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65223.148438 Penalty: 3247.205566
	Iteration 4Q: 3 clusters Score -65223.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -65279.414062 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -65279.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -65300.312500 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -65300.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65314.160156 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -65314.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65322.511719 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -65322.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65322.511719 Penalty: 3247.205566
	Iteration 9F: 3 clusters Score -65322.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44545 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10520 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69442 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10115 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 293 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3705 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6875 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33472 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 404 members 
Entering Unmasked Estep 
Score: -154541808.000000 Penalty: 293480.187500
Splitting cluster 63 changes total score from -154543456.000000 to -154541808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -204902.500000 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -204902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -202418.312500 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -202418.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -202850.046875 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -202850 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -202992.546875 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -202992.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -203072.296875 Penalty: 3713.916016
	Iteration 3Q: 3 clusters Score -203072.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -203123.406250 Penalty: 3713.916016
	Iteration 4Q: 3 clusters Score -203123.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -203161.062500 Penalty: 3713.916016
	Iteration 5Q: 3 clusters Score -203161.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -203210.812500 Penalty: 3713.916016
	Iteration 6Q: 3 clusters Score -203210.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -203248.500000 Penalty: 3713.916016
	Iteration 7Q: 3 clusters Score -203248.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -203291.203125 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -203291.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -203338.984375 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -203339 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -203395.968750 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -203396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -203462.000000 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -203462 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -203559.687500 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -203559.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -203700.328125 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -203700.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -203993.562500 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -203993.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -204442.484375 Penalty: 3713.916016
	Iteration 15F: 3 clusters Score -204442.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -204680.656250 Penalty: 3713.916016
	Iteration 16F: 3 clusters Score -204680.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -204779.687500 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -204779.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -204828.218750 Penalty: 3713.916016
	Iteration 18Q: 3 clusters Score -204828.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -204852.968750 Penalty: 3713.916016
	Iteration 19Q: 3 clusters Score -204853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -204866.828125 Penalty: 3713.916016
	Iteration 20F: 3 clusters Score -204866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -204876.625000 Penalty: 3713.916016
	Iteration 21Q: 3 clusters Score -204876.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -204886.250000 Penalty: 3713.916016
	Iteration 22Q: 3 clusters Score -204886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -204891.078125 Penalty: 3713.916016
	Iteration 23Q: 3 clusters Score -204891.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -204895.828125 Penalty: 3713.916016
	Iteration 24Q: 3 clusters Score -204895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -204898.234375 Penalty: 3713.916016
	Iteration 25Q: 3 clusters Score -204898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -204899.625000 Penalty: 3713.916016
	Iteration 26Q: 3 clusters Score -204899.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -204900.375000 Penalty: 3713.916016
	Iteration 27Q: 3 clusters Score -204900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -204902.921875 Penalty: 3713.916016
	Iteration 28Q: 3 clusters Score -204902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -204903.484375 Penalty: 3713.916016
	Iteration 29Q: 3 clusters Score -204903.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -204903.484375 Penalty: 3713.916016
	Iteration 30F: 3 clusters Score -204903.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44545 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10520 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69442 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10115 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1031 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3705 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6875 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33472 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 755 members 
Entering Unmasked Estep 
Score: -154541808.000000 Penalty: 293480.187500
Splitting cluster 64 changes total score from -154543456.000000 to -154541808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -336356.156250 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -336356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -333147.875000 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -333147.9 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -333818.218750 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -333818.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -334039.687500 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -334039.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -334221.562500 Penalty: 3943.274414
	Iteration 3F: 3 clusters Score -334221.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -334369.968750 Penalty: 3943.274414
	Iteration 4F: 3 clusters Score -334370 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -334473.531250 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -334473.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -334536.750000 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -334536.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -334589.406250 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -334589.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -334633.937500 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -334633.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -334668.343750 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -334668.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -334696.312500 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -334696.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -334725.250000 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -334725.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -334743.562500 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -334743.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -334766.468750 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -334766.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -334784.812500 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -334784.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -334799.781250 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -334799.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -334808.375000 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -334808.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -334815.156250 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -334815.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -334821.937500 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -334821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -334824.937500 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -334824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -334831.468750 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -334831.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -334838.687500 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -334838.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -334844.187500 Penalty: 3943.274414
	Iteration 22Q: 3 clusters Score -334844.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -334848.656250 Penalty: 3943.274414
	Iteration 23Q: 3 clusters Score -334848.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -334855.062500 Penalty: 3943.274414
	Iteration 24Q: 3 clusters Score -334855.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -334859.968750 Penalty: 3943.274414
	Iteration 25Q: 3 clusters Score -334860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -334867.687500 Penalty: 3943.274414
	Iteration 26Q: 3 clusters Score -334867.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -334877.093750 Penalty: 3943.274414
	Iteration 27Q: 3 clusters Score -334877.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -334879.968750 Penalty: 3943.274414
	Iteration 28Q: 3 clusters Score -334880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -334882.625000 Penalty: 3943.274414
	Iteration 29Q: 3 clusters Score -334882.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -334884.000000 Penalty: 3943.274414
	Iteration 30Q: 3 clusters Score -334884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -334886.281250 Penalty: 3943.274414
	Iteration 31Q: 3 clusters Score -334886.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -334890.375000 Penalty: 3943.274414
	Iteration 32Q: 3 clusters Score -334890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -334892.187500 Penalty: 3943.274414
	Iteration 33Q: 3 clusters Score -334892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -334892.250000 Penalty: 3943.274414
	Iteration 34Q: 3 clusters Score -334892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -334893.156250 Penalty: 3943.274414
	Iteration 35Q: 3 clusters Score -334893.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -334893.156250 Penalty: 3943.274414
	Iteration 36F: 3 clusters Score -334893.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Entering Unmasked Estep 
Score: -843312.375000 Penalty: 2219.474854
	Iteration 0F: 2 clusters Score -843312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -837123.812500 Penalty: 4438.949707
	Iteration 0F: 3 clusters Score -837123.8 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -839022.937500 Penalty: 4438.949707
	Iteration 1F: 3 clusters Score -839022.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -839386.500000 Penalty: 4438.949707
	Iteration 2F: 3 clusters Score -839386.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -839610.562500 Penalty: 4438.949707
	Iteration 3F: 3 clusters Score -839610.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -839751.125000 Penalty: 4438.949707
	Iteration 4Q: 3 clusters Score -839751.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -839847.062500 Penalty: 4438.949707
	Iteration 5Q: 3 clusters Score -839847.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -839919.812500 Penalty: 4438.949707
	Iteration 6Q: 3 clusters Score -839919.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -839980.250000 Penalty: 4438.949707
	Iteration 7Q: 3 clusters Score -839980.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -840024.562500 Penalty: 4438.949707
	Iteration 8Q: 3 clusters Score -840024.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -840066.812500 Penalty: 4438.949707
	Iteration 9Q: 3 clusters Score -840066.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -840112.000000 Penalty: 4438.949707
	Iteration 10Q: 3 clusters Score -840112 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -840142.375000 Penalty: 4438.949707
	Iteration 11Q: 3 clusters Score -840142.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -840166.000000 Penalty: 4438.949707
	Iteration 12Q: 3 clusters Score -840166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -840192.750000 Penalty: 4438.949707
	Iteration 13Q: 3 clusters Score -840192.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -840223.562500 Penalty: 4438.949707
	Iteration 14Q: 3 clusters Score -840223.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -840262.312500 Penalty: 4438.949707
	Iteration 15Q: 3 clusters Score -840262.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -840310.562500 Penalty: 4438.949707
	Iteration 16Q: 3 clusters Score -840310.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -840367.500000 Penalty: 4438.949707
	Iteration 17Q: 3 clusters Score -840367.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -840430.125000 Penalty: 4438.949707
	Iteration 18Q: 3 clusters Score -840430.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -840477.250000 Penalty: 4438.949707
	Iteration 19Q: 3 clusters Score -840477.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -840521.312500 Penalty: 4438.949707
	Iteration 20F: 3 clusters Score -840521.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -840564.125000 Penalty: 4438.949707
	Iteration 21Q: 3 clusters Score -840564.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -840609.750000 Penalty: 4438.949707
	Iteration 22Q: 3 clusters Score -840609.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -840660.750000 Penalty: 4438.949707
	Iteration 23Q: 3 clusters Score -840660.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -840710.062500 Penalty: 4438.949707
	Iteration 24Q: 3 clusters Score -840710.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -840756.000000 Penalty: 4438.949707
	Iteration 25Q: 3 clusters Score -840756 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -840797.500000 Penalty: 4438.949707
	Iteration 26Q: 3 clusters Score -840797.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -840833.250000 Penalty: 4438.949707
	Iteration 27Q: 3 clusters Score -840833.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -840874.500000 Penalty: 4438.949707
	Iteration 28Q: 3 clusters Score -840874.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -840912.625000 Penalty: 4438.949707
	Iteration 29Q: 3 clusters Score -840912.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -840934.937500 Penalty: 4438.949707
	Iteration 30Q: 3 clusters Score -840934.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -840954.062500 Penalty: 4438.949707
	Iteration 31Q: 3 clusters Score -840954.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -840969.750000 Penalty: 4438.949707
	Iteration 32Q: 3 clusters Score -840969.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -840986.562500 Penalty: 4438.949707
	Iteration 33Q: 3 clusters Score -840986.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -840999.625000 Penalty: 4438.949707
	Iteration 34Q: 3 clusters Score -840999.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -841013.437500 Penalty: 4438.949707
	Iteration 35Q: 3 clusters Score -841013.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -841031.125000 Penalty: 4438.949707
	Iteration 36Q: 3 clusters Score -841031.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -841052.312500 Penalty: 4438.949707
	Iteration 37Q: 3 clusters Score -841052.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -841072.312500 Penalty: 4438.949707
	Iteration 38Q: 3 clusters Score -841072.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -841089.125000 Penalty: 4438.949707
	Iteration 39Q: 3 clusters Score -841089.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -841104.187500 Penalty: 4438.949707
	Iteration 40F: 3 clusters Score -841104.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -841116.437500 Penalty: 4438.949707
	Iteration 41Q: 3 clusters Score -841116.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -841131.375000 Penalty: 4438.949707
	Iteration 42Q: 3 clusters Score -841131.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -841147.000000 Penalty: 4438.949707
	Iteration 43Q: 3 clusters Score -841147 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -841158.812500 Penalty: 4438.949707
	Iteration 44Q: 3 clusters Score -841158.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -841171.750000 Penalty: 4438.949707
	Iteration 45Q: 3 clusters Score -841171.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -841183.000000 Penalty: 4438.949707
	Iteration 46Q: 3 clusters Score -841183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -841191.437500 Penalty: 4438.949707
	Iteration 47Q: 3 clusters Score -841191.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -841199.312500 Penalty: 4438.949707
	Iteration 48Q: 3 clusters Score -841199.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -841205.875000 Penalty: 4438.949707
	Iteration 49Q: 3 clusters Score -841205.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -841212.375000 Penalty: 4438.949707
	Iteration 50Q: 3 clusters Score -841212.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -841220.750000 Penalty: 4438.949707
	Iteration 51Q: 3 clusters Score -841220.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -841231.312500 Penalty: 4438.949707
	Iteration 52Q: 3 clusters Score -841231.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -841246.687500 Penalty: 4438.949707
	Iteration 53Q: 3 clusters Score -841246.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -841258.937500 Penalty: 4438.949707
	Iteration 54Q: 3 clusters Score -841258.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -841267.250000 Penalty: 4438.949707
	Iteration 55Q: 3 clusters Score -841267.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -841282.437500 Penalty: 4438.949707
	Iteration 56Q: 3 clusters Score -841282.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -841297.437500 Penalty: 4438.949707
	Iteration 57Q: 3 clusters Score -841297.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -841316.625000 Penalty: 4438.949707
	Iteration 58Q: 3 clusters Score -841316.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -841342.875000 Penalty: 4438.949707
	Iteration 59Q: 3 clusters Score -841342.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -841359.312500 Penalty: 4438.949707
	Iteration 60F: 3 clusters Score -841359.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -841373.875000 Penalty: 4438.949707
	Iteration 61Q: 3 clusters Score -841373.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -841388.125000 Penalty: 4438.949707
	Iteration 62Q: 3 clusters Score -841388.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -841402.937500 Penalty: 4438.949707
	Iteration 63Q: 3 clusters Score -841402.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -841409.562500 Penalty: 4438.949707
	Iteration 64Q: 3 clusters Score -841409.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -841418.875000 Penalty: 4438.949707
	Iteration 65Q: 3 clusters Score -841418.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -841424.812500 Penalty: 4438.949707
	Iteration 66Q: 3 clusters Score -841424.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -841430.250000 Penalty: 4438.949707
	Iteration 67Q: 3 clusters Score -841430.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -841437.000000 Penalty: 4438.949707
	Iteration 68Q: 3 clusters Score -841437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -841445.750000 Penalty: 4438.949707
	Iteration 69Q: 3 clusters Score -841445.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -841447.937500 Penalty: 4438.949707
	Iteration 70Q: 3 clusters Score -841447.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -841450.437500 Penalty: 4438.949707
	Iteration 71Q: 3 clusters Score -841450.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -841453.562500 Penalty: 4438.949707
	Iteration 72Q: 3 clusters Score -841453.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -841454.375000 Penalty: 4438.949707
	Iteration 73Q: 3 clusters Score -841454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -841453.187500 Penalty: 4438.949707
	Iteration 74Q: 3 clusters Score -841453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -841454.812500 Penalty: 4438.949707
	Iteration 75Q: 3 clusters Score -841454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -841455.375000 Penalty: 4438.949707
	Iteration 76Q: 3 clusters Score -841455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -841454.562500 Penalty: 4438.949707
	Iteration 77Q: 3 clusters Score -841454.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -841457.000000 Penalty: 4438.949707
	Iteration 78Q: 3 clusters Score -841457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -841458.562500 Penalty: 4438.949707
	Iteration 79Q: 3 clusters Score -841458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -841461.562500 Penalty: 4438.949707
	Iteration 80F: 3 clusters Score -841461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -841460.937500 Penalty: 4438.949707
	Iteration 81Q: 3 clusters Score -841460.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -841461.250000 Penalty: 4438.949707
	Iteration 82Q: 3 clusters Score -841461.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -841462.812500 Penalty: 4438.949707
	Iteration 83Q: 3 clusters Score -841462.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -841463.312500 Penalty: 4438.949707
	Iteration 84Q: 3 clusters Score -841463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -841463.437500 Penalty: 4438.949707
	Iteration 85Q: 3 clusters Score -841463.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -841464.687500 Penalty: 4438.949707
	Iteration 86Q: 3 clusters Score -841464.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -841465.062500 Penalty: 4438.949707
	Iteration 87Q: 3 clusters Score -841465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -841464.000000 Penalty: 4438.949707
	Iteration 88Q: 3 clusters Score -841464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -841464.625000 Penalty: 4438.949707
	Iteration 89Q: 3 clusters Score -841464.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -841464.437500 Penalty: 4438.949707
	Iteration 90Q: 3 clusters Score -841464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -841463.875000 Penalty: 4438.949707
	Iteration 91Q: 3 clusters Score -841463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -841463.875000 Penalty: 4438.949707
	Iteration 92F: 3 clusters Score -841463.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (6890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Entering Unmasked Estep 
Score: -814440.062500 Penalty: 2191.781006
	Iteration 0F: 2 clusters Score -814440.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -808711.062500 Penalty: 4383.562012
	Iteration 0F: 3 clusters Score -808711.1 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -810441.750000 Penalty: 4383.562012
	Iteration 1F: 3 clusters Score -810441.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -810957.625000 Penalty: 4383.562012
	Iteration 2F: 3 clusters Score -810957.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -811448.875000 Penalty: 4383.562012
	Iteration 3F: 3 clusters Score -811448.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -811926.250000 Penalty: 4383.562012
	Iteration 4F: 3 clusters Score -811926.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -812342.375000 Penalty: 4383.562012
	Iteration 5F: 3 clusters Score -812342.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -812631.500000 Penalty: 4383.562012
	Iteration 6F: 3 clusters Score -812631.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -812829.687500 Penalty: 4383.562012
	Iteration 7Q: 3 clusters Score -812829.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -812980.375000 Penalty: 4383.562012
	Iteration 8Q: 3 clusters Score -812980.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -813119.562500 Penalty: 4383.562012
	Iteration 9Q: 3 clusters Score -813119.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -813220.750000 Penalty: 4383.562012
	Iteration 10Q: 3 clusters Score -813220.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -813293.125000 Penalty: 4383.562012
	Iteration 11Q: 3 clusters Score -813293.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -813338.437500 Penalty: 4383.562012
	Iteration 12Q: 3 clusters Score -813338.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -813371.062500 Penalty: 4383.562012
	Iteration 13Q: 3 clusters Score -813371.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -813396.625000 Penalty: 4383.562012
	Iteration 14Q: 3 clusters Score -813396.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -813422.000000 Penalty: 4383.562012
	Iteration 15Q: 3 clusters Score -813422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -813437.562500 Penalty: 4383.562012
	Iteration 16Q: 3 clusters Score -813437.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -813448.750000 Penalty: 4383.562012
	Iteration 17Q: 3 clusters Score -813448.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -813459.750000 Penalty: 4383.562012
	Iteration 18Q: 3 clusters Score -813459.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -813471.187500 Penalty: 4383.562012
	Iteration 19Q: 3 clusters Score -813471.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -813481.437500 Penalty: 4383.562012
	Iteration 20F: 3 clusters Score -813481.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -813488.687500 Penalty: 4383.562012
	Iteration 21Q: 3 clusters Score -813488.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -813493.437500 Penalty: 4383.562012
	Iteration 22Q: 3 clusters Score -813493.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -813496.625000 Penalty: 4383.562012
	Iteration 23Q: 3 clusters Score -813496.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -813500.250000 Penalty: 4383.562012
	Iteration 24Q: 3 clusters Score -813500.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -813502.062500 Penalty: 4383.562012
	Iteration 25Q: 3 clusters Score -813502.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -813502.062500 Penalty: 4383.562012
	Iteration 26Q: 3 clusters Score -813502.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -813504.562500 Penalty: 4383.562012
	Iteration 27Q: 3 clusters Score -813504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -813504.562500 Penalty: 4383.562012
	Iteration 28Q: 3 clusters Score -813504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -813505.750000 Penalty: 4383.562012
	Iteration 29Q: 3 clusters Score -813505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -813506.062500 Penalty: 4383.562012
	Iteration 30Q: 3 clusters Score -813506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -813505.750000 Penalty: 4383.562012
	Iteration 31Q: 3 clusters Score -813505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -813505.750000 Penalty: 4383.562012
	Iteration 32F: 3 clusters Score -813505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -771365.937500 Penalty: 2173.988525
	Iteration 0F: 2 clusters Score -771365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -765961.750000 Penalty: 4347.977051
	Iteration 0F: 3 clusters Score -765961.8 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -767326.312500 Penalty: 4347.977051
	Iteration 1F: 3 clusters Score -767326.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -767578.812500 Penalty: 4347.977051
	Iteration 2F: 3 clusters Score -767578.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -767741.062500 Penalty: 4347.977051
	Iteration 3F: 3 clusters Score -767741.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -767853.625000 Penalty: 4347.977051
	Iteration 4Q: 3 clusters Score -767853.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -767946.000000 Penalty: 4347.977051
	Iteration 5Q: 3 clusters Score -767946 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -768028.375000 Penalty: 4347.977051
	Iteration 6Q: 3 clusters Score -768028.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -768095.000000 Penalty: 4347.977051
	Iteration 7Q: 3 clusters Score -768095 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -768162.062500 Penalty: 4347.977051
	Iteration 8Q: 3 clusters Score -768162.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -768227.875000 Penalty: 4347.977051
	Iteration 9Q: 3 clusters Score -768227.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -768295.125000 Penalty: 4347.977051
	Iteration 10Q: 3 clusters Score -768295.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -768350.562500 Penalty: 4347.977051
	Iteration 11Q: 3 clusters Score -768350.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -768399.875000 Penalty: 4347.977051
	Iteration 12Q: 3 clusters Score -768399.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -768454.062500 Penalty: 4347.977051
	Iteration 13Q: 3 clusters Score -768454.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -768502.187500 Penalty: 4347.977051
	Iteration 14Q: 3 clusters Score -768502.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -768560.937500 Penalty: 4347.977051
	Iteration 15Q: 3 clusters Score -768560.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -768627.187500 Penalty: 4347.977051
	Iteration 16Q: 3 clusters Score -768627.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -768690.875000 Penalty: 4347.977051
	Iteration 17Q: 3 clusters Score -768690.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -768756.750000 Penalty: 4347.977051
	Iteration 18Q: 3 clusters Score -768756.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -768809.625000 Penalty: 4347.977051
	Iteration 19Q: 3 clusters Score -768809.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -768863.625000 Penalty: 4347.977051
	Iteration 20F: 3 clusters Score -768863.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -768911.500000 Penalty: 4347.977051
	Iteration 21Q: 3 clusters Score -768911.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -768956.562500 Penalty: 4347.977051
	Iteration 22Q: 3 clusters Score -768956.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -768996.375000 Penalty: 4347.977051
	Iteration 23Q: 3 clusters Score -768996.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -769040.750000 Penalty: 4347.977051
	Iteration 24Q: 3 clusters Score -769040.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -769081.687500 Penalty: 4347.977051
	Iteration 25Q: 3 clusters Score -769081.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -769132.875000 Penalty: 4347.977051
	Iteration 26Q: 3 clusters Score -769132.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -769186.500000 Penalty: 4347.977051
	Iteration 27Q: 3 clusters Score -769186.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -769236.187500 Penalty: 4347.977051
	Iteration 28Q: 3 clusters Score -769236.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -769278.312500 Penalty: 4347.977051
	Iteration 29Q: 3 clusters Score -769278.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -769318.937500 Penalty: 4347.977051
	Iteration 30Q: 3 clusters Score -769318.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -769353.250000 Penalty: 4347.977051
	Iteration 31Q: 3 clusters Score -769353.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -769381.312500 Penalty: 4347.977051
	Iteration 32Q: 3 clusters Score -769381.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -769404.562500 Penalty: 4347.977051
	Iteration 33Q: 3 clusters Score -769404.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -769424.437500 Penalty: 4347.977051
	Iteration 34Q: 3 clusters Score -769424.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -769440.187500 Penalty: 4347.977051
	Iteration 35Q: 3 clusters Score -769440.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -769449.062500 Penalty: 4347.977051
	Iteration 36Q: 3 clusters Score -769449.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -769458.000000 Penalty: 4347.977051
	Iteration 37Q: 3 clusters Score -769458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -769464.437500 Penalty: 4347.977051
	Iteration 38Q: 3 clusters Score -769464.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -769467.375000 Penalty: 4347.977051
	Iteration 39Q: 3 clusters Score -769467.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -769471.562500 Penalty: 4347.977051
	Iteration 40F: 3 clusters Score -769471.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -769476.687500 Penalty: 4347.977051
	Iteration 41Q: 3 clusters Score -769476.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -769480.250000 Penalty: 4347.977051
	Iteration 42Q: 3 clusters Score -769480.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -769486.000000 Penalty: 4347.977051
	Iteration 43Q: 3 clusters Score -769486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -769485.812500 Penalty: 4347.977051
	Iteration 44Q: 3 clusters Score -769485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -769489.375000 Penalty: 4347.977051
	Iteration 45Q: 3 clusters Score -769489.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -769490.000000 Penalty: 4347.977051
	Iteration 46Q: 3 clusters Score -769490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -769490.250000 Penalty: 4347.977051
	Iteration 47Q: 3 clusters Score -769490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -769491.375000 Penalty: 4347.977051
	Iteration 48Q: 3 clusters Score -769491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -769492.062500 Penalty: 4347.977051
	Iteration 49Q: 3 clusters Score -769492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -769495.062500 Penalty: 4347.977051
	Iteration 50Q: 3 clusters Score -769495.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -769496.437500 Penalty: 4347.977051
	Iteration 51Q: 3 clusters Score -769496.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -769497.375000 Penalty: 4347.977051
	Iteration 52Q: 3 clusters Score -769497.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -769498.437500 Penalty: 4347.977051
	Iteration 53Q: 3 clusters Score -769498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -769498.750000 Penalty: 4347.977051
	Iteration 54Q: 3 clusters Score -769498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -769499.375000 Penalty: 4347.977051
	Iteration 55Q: 3 clusters Score -769499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -769500.000000 Penalty: 4347.977051
	Iteration 56Q: 3 clusters Score -769500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -769501.937500 Penalty: 4347.977051
	Iteration 57Q: 3 clusters Score -769501.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -769503.625000 Penalty: 4347.977051
	Iteration 58Q: 3 clusters Score -769503.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -769504.875000 Penalty: 4347.977051
	Iteration 59Q: 3 clusters Score -769504.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -769508.250000 Penalty: 4347.977051
	Iteration 60F: 3 clusters Score -769508.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -769511.500000 Penalty: 4347.977051
	Iteration 61Q: 3 clusters Score -769511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -769514.125000 Penalty: 4347.977051
	Iteration 62Q: 3 clusters Score -769514.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -769515.000000 Penalty: 4347.977051
	Iteration 63Q: 3 clusters Score -769515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -769517.000000 Penalty: 4347.977051
	Iteration 64Q: 3 clusters Score -769517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -769515.750000 Penalty: 4347.977051
	Iteration 65Q: 3 clusters Score -769515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -769517.437500 Penalty: 4347.977051
	Iteration 66Q: 3 clusters Score -769517.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -769519.812500 Penalty: 4347.977051
	Iteration 67Q: 3 clusters Score -769519.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -769523.687500 Penalty: 4347.977051
	Iteration 68Q: 3 clusters Score -769523.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -769527.562500 Penalty: 4347.977051
	Iteration 69Q: 3 clusters Score -769527.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -769535.125000 Penalty: 4347.977051
	Iteration 70Q: 3 clusters Score -769535.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -769541.000000 Penalty: 4347.977051
	Iteration 71Q: 3 clusters Score -769541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -769546.062500 Penalty: 4347.977051
	Iteration 72Q: 3 clusters Score -769546.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -769550.375000 Penalty: 4347.977051
	Iteration 73Q: 3 clusters Score -769550.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -769552.812500 Penalty: 4347.977051
	Iteration 74Q: 3 clusters Score -769552.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -769556.687500 Penalty: 4347.977051
	Iteration 75Q: 3 clusters Score -769556.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -769559.000000 Penalty: 4347.977051
	Iteration 76Q: 3 clusters Score -769559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -769561.812500 Penalty: 4347.977051
	Iteration 77Q: 3 clusters Score -769561.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -769562.000000 Penalty: 4347.977051
	Iteration 78Q: 3 clusters Score -769562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -769563.562500 Penalty: 4347.977051
	Iteration 79Q: 3 clusters Score -769563.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -769566.250000 Penalty: 4347.977051
	Iteration 80F: 3 clusters Score -769566.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -769567.875000 Penalty: 4347.977051
	Iteration 81Q: 3 clusters Score -769567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -769570.312500 Penalty: 4347.977051
	Iteration 82Q: 3 clusters Score -769570.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -769574.500000 Penalty: 4347.977051
	Iteration 83Q: 3 clusters Score -769574.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -769577.437500 Penalty: 4347.977051
	Iteration 84Q: 3 clusters Score -769577.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -769577.312500 Penalty: 4347.977051
	Iteration 85Q: 3 clusters Score -769577.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -769581.437500 Penalty: 4347.977051
	Iteration 86Q: 3 clusters Score -769581.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -769580.562500 Penalty: 4347.977051
	Iteration 87Q: 3 clusters Score -769580.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -769580.375000 Penalty: 4347.977051
	Iteration 88Q: 3 clusters Score -769580.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -769584.437500 Penalty: 4347.977051
	Iteration 89Q: 3 clusters Score -769584.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -769586.312500 Penalty: 4347.977051
	Iteration 90Q: 3 clusters Score -769586.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -769586.625000 Penalty: 4347.977051
	Iteration 91Q: 3 clusters Score -769586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -769590.812500 Penalty: 4347.977051
	Iteration 92Q: 3 clusters Score -769590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -769591.125000 Penalty: 4347.977051
	Iteration 93Q: 3 clusters Score -769591.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -769591.375000 Penalty: 4347.977051
	Iteration 94Q: 3 clusters Score -769591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -769595.125000 Penalty: 4347.977051
	Iteration 95Q: 3 clusters Score -769595.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -769596.437500 Penalty: 4347.977051
	Iteration 96Q: 3 clusters Score -769596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -769596.625000 Penalty: 4347.977051
	Iteration 97Q: 3 clusters Score -769596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -769597.437500 Penalty: 4347.977051
	Iteration 98Q: 3 clusters Score -769597.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -769597.437500 Penalty: 4347.977051
	Iteration 99F: 3 clusters Score -769597.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -371756.593750 Penalty: 2033.943604
	Iteration 0F: 2 clusters Score -371756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -368148.250000 Penalty: 4067.887207
	Iteration 0F: 3 clusters Score -368148.2 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -369079.312500 Penalty: 4067.887207
	Iteration 1F: 3 clusters Score -369079.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -369391.281250 Penalty: 4067.887207
	Iteration 2F: 3 clusters Score -369391.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -369574.687500 Penalty: 4067.887207
	Iteration 3F: 3 clusters Score -369574.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -369692.656250 Penalty: 4067.887207
	Iteration 4Q: 3 clusters Score -369692.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -369792.062500 Penalty: 4067.887207
	Iteration 5Q: 3 clusters Score -369792.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -369877.875000 Penalty: 4067.887207
	Iteration 6Q: 3 clusters Score -369877.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -369946.750000 Penalty: 4067.887207
	Iteration 7Q: 3 clusters Score -369946.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -370038.843750 Penalty: 4067.887207
	Iteration 8Q: 3 clusters Score -370038.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -370163.718750 Penalty: 4067.887207
	Iteration 9Q: 3 clusters Score -370163.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -370269.281250 Penalty: 4067.887207
	Iteration 10Q: 3 clusters Score -370269.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -370347.281250 Penalty: 4067.887207
	Iteration 11Q: 3 clusters Score -370347.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -370412.000000 Penalty: 4067.887207
	Iteration 12Q: 3 clusters Score -370412 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -370460.406250 Penalty: 4067.887207
	Iteration 13Q: 3 clusters Score -370460.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -370494.812500 Penalty: 4067.887207
	Iteration 14Q: 3 clusters Score -370494.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -370520.062500 Penalty: 4067.887207
	Iteration 15Q: 3 clusters Score -370520.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -370537.718750 Penalty: 4067.887207
	Iteration 16Q: 3 clusters Score -370537.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -370556.125000 Penalty: 4067.887207
	Iteration 17Q: 3 clusters Score -370556.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -370570.781250 Penalty: 4067.887207
	Iteration 18Q: 3 clusters Score -370570.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -370578.593750 Penalty: 4067.887207
	Iteration 19Q: 3 clusters Score -370578.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -370583.718750 Penalty: 4067.887207
	Iteration 20F: 3 clusters Score -370583.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -370586.781250 Penalty: 4067.887207
	Iteration 21Q: 3 clusters Score -370586.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -370591.250000 Penalty: 4067.887207
	Iteration 22Q: 3 clusters Score -370591.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -370596.343750 Penalty: 4067.887207
	Iteration 23Q: 3 clusters Score -370596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -370598.656250 Penalty: 4067.887207
	Iteration 24Q: 3 clusters Score -370598.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -370601.250000 Penalty: 4067.887207
	Iteration 25Q: 3 clusters Score -370601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -370601.562500 Penalty: 4067.887207
	Iteration 26Q: 3 clusters Score -370601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -370601.312500 Penalty: 4067.887207
	Iteration 27Q: 3 clusters Score -370601.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -370601.312500 Penalty: 4067.887207
	Iteration 28F: 3 clusters Score -370601.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -61479.640625 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -61479.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60080.703125 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -60080.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60235.964844 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -60235.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60301.039062 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -60301.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60309.863281 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -60309.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60316.625000 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -60316.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60320.250000 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -60320.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60335.285156 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -60335.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60352.367188 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -60352.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60383.054688 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -60383.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60466.781250 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -60466.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60495.207031 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -60495.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60509.878906 Penalty: 2966.781494
	Iteration 11Q: 3 clusters Score -60509.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60515.000000 Penalty: 2966.781494
	Iteration 12Q: 3 clusters Score -60515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60521.804688 Penalty: 2966.781494
	Iteration 13Q: 3 clusters Score -60521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60528.765625 Penalty: 2966.781494
	Iteration 14Q: 3 clusters Score -60528.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60528.765625 Penalty: 2966.781494
	Iteration 15F: 3 clusters Score -60528.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -777591.062500 Penalty: 2176.298096
	Iteration 0F: 2 clusters Score -777591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -772082.875000 Penalty: 4352.596191
	Iteration 0F: 3 clusters Score -772082.9 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -773440.625000 Penalty: 4352.596191
	Iteration 1F: 3 clusters Score -773440.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -773746.437500 Penalty: 4352.596191
	Iteration 2F: 3 clusters Score -773746.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -773948.187500 Penalty: 4352.596191
	Iteration 3F: 3 clusters Score -773948.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -774097.062500 Penalty: 4352.596191
	Iteration 4Q: 3 clusters Score -774097.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -774228.812500 Penalty: 4352.596191
	Iteration 5Q: 3 clusters Score -774228.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -774396.312500 Penalty: 4352.596191
	Iteration 6Q: 3 clusters Score -774396.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -774597.375000 Penalty: 4352.596191
	Iteration 7Q: 3 clusters Score -774597.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -774822.812500 Penalty: 4352.596191
	Iteration 8Q: 3 clusters Score -774822.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -775082.937500 Penalty: 4352.596191
	Iteration 9Q: 3 clusters Score -775082.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -775343.625000 Penalty: 4352.596191
	Iteration 10Q: 3 clusters Score -775343.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -775573.312500 Penalty: 4352.596191
	Iteration 11Q: 3 clusters Score -775573.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -775793.500000 Penalty: 4352.596191
	Iteration 12Q: 3 clusters Score -775793.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -775937.875000 Penalty: 4352.596191
	Iteration 13Q: 3 clusters Score -775937.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -776058.000000 Penalty: 4352.596191
	Iteration 14Q: 3 clusters Score -776058 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -776157.000000 Penalty: 4352.596191
	Iteration 15Q: 3 clusters Score -776157 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -776239.312500 Penalty: 4352.596191
	Iteration 16Q: 3 clusters Score -776239.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -776307.500000 Penalty: 4352.596191
	Iteration 17Q: 3 clusters Score -776307.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -776352.000000 Penalty: 4352.596191
	Iteration 18Q: 3 clusters Score -776352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -776392.125000 Penalty: 4352.596191
	Iteration 19Q: 3 clusters Score -776392.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -776421.250000 Penalty: 4352.596191
	Iteration 20F: 3 clusters Score -776421.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -776437.187500 Penalty: 4352.596191
	Iteration 21Q: 3 clusters Score -776437.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -776453.375000 Penalty: 4352.596191
	Iteration 22Q: 3 clusters Score -776453.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -776463.562500 Penalty: 4352.596191
	Iteration 23Q: 3 clusters Score -776463.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -776469.250000 Penalty: 4352.596191
	Iteration 24Q: 3 clusters Score -776469.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -776469.375000 Penalty: 4352.596191
	Iteration 25Q: 3 clusters Score -776469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -776471.187500 Penalty: 4352.596191
	Iteration 26Q: 3 clusters Score -776471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -776471.187500 Penalty: 4352.596191
	Iteration 27F: 3 clusters Score -776471.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -159081.875000 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -159081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -156878.468750 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -156878.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -157287.375000 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -157287.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -157435.656250 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -157435.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -157517.109375 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -157517.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -157568.031250 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -157568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -157623.515625 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -157623.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -157683.062500 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -157683.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -157765.093750 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -157765.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -157843.687500 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -157843.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -157923.609375 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -157923.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -157985.921875 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -157985.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -158025.859375 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -158025.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -158054.437500 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -158054.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -158069.515625 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -158069.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -158078.312500 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -158078.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -158085.359375 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -158085.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -158093.234375 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -158093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -158098.453125 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -158098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -158102.890625 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -158102.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -158105.359375 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -158105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -158110.000000 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -158110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -158117.343750 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -158117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -158118.328125 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -158118.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -158119.500000 Penalty: 3592.782471
	Iteration 23Q: 3 clusters Score -158119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -158122.078125 Penalty: 3592.782471
	Iteration 24Q: 3 clusters Score -158122.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -158122.078125 Penalty: 3592.782471
	Iteration 25F: 3 clusters Score -158122.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -590186.062500 Penalty: 2037.924805
	Iteration 0F: 2 clusters Score -590186.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -586561.375000 Penalty: 4075.849609
	Iteration 0F: 3 clusters Score -586561.4 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -587912.375000 Penalty: 4075.849609
	Iteration 1F: 3 clusters Score -587912.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -588431.375000 Penalty: 4075.849609
	Iteration 2F: 3 clusters Score -588431.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -588806.812500 Penalty: 4075.849609
	Iteration 3F: 3 clusters Score -588806.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -589097.812500 Penalty: 4075.849609
	Iteration 4F: 3 clusters Score -589097.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -589325.875000 Penalty: 4075.849609
	Iteration 5F: 3 clusters Score -589325.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -589469.562500 Penalty: 4075.849609
	Iteration 6Q: 3 clusters Score -589469.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -589558.750000 Penalty: 4075.849609
	Iteration 7Q: 3 clusters Score -589558.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -589604.500000 Penalty: 4075.849609
	Iteration 8Q: 3 clusters Score -589604.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -589622.562500 Penalty: 4075.849609
	Iteration 9Q: 3 clusters Score -589622.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -589638.375000 Penalty: 4075.849609
	Iteration 10Q: 3 clusters Score -589638.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -589649.625000 Penalty: 4075.849609
	Iteration 11Q: 3 clusters Score -589649.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -589656.312500 Penalty: 4075.849609
	Iteration 12Q: 3 clusters Score -589656.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -589664.937500 Penalty: 4075.849609
	Iteration 13Q: 3 clusters Score -589664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -589666.250000 Penalty: 4075.849609
	Iteration 14Q: 3 clusters Score -589666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -589666.062500 Penalty: 4075.849609
	Iteration 15Q: 3 clusters Score -589666.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -589666.062500 Penalty: 4075.849609
	Iteration 16F: 3 clusters Score -589666.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -233954.312500 Penalty: 1881.652954
	Iteration 0F: 2 clusters Score -233954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -231346.984375 Penalty: 3763.305908
	Iteration 0F: 3 clusters Score -231347 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -231759.843750 Penalty: 3763.305908
	Iteration 1F: 3 clusters Score -231759.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -231871.546875 Penalty: 3763.305908
	Iteration 2F: 3 clusters Score -231871.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -231943.093750 Penalty: 3763.305908
	Iteration 3Q: 3 clusters Score -231943.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -231995.718750 Penalty: 3763.305908
	Iteration 4Q: 3 clusters Score -231995.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -232031.375000 Penalty: 3763.305908
	Iteration 5Q: 3 clusters Score -232031.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -232063.765625 Penalty: 3763.305908
	Iteration 6Q: 3 clusters Score -232063.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -232085.640625 Penalty: 3763.305908
	Iteration 7Q: 3 clusters Score -232085.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -232105.093750 Penalty: 3763.305908
	Iteration 8Q: 3 clusters Score -232105.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -232124.593750 Penalty: 3763.305908
	Iteration 9Q: 3 clusters Score -232124.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -232141.078125 Penalty: 3763.305908
	Iteration 10Q: 3 clusters Score -232141.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -232148.859375 Penalty: 3763.305908
	Iteration 11Q: 3 clusters Score -232148.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -232155.062500 Penalty: 3763.305908
	Iteration 12Q: 3 clusters Score -232155.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -232162.593750 Penalty: 3763.305908
	Iteration 13Q: 3 clusters Score -232162.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -232171.671875 Penalty: 3763.305908
	Iteration 14Q: 3 clusters Score -232171.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -232189.765625 Penalty: 3763.305908
	Iteration 15Q: 3 clusters Score -232189.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -232212.828125 Penalty: 3763.305908
	Iteration 16Q: 3 clusters Score -232212.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -232238.375000 Penalty: 3763.305908
	Iteration 17Q: 3 clusters Score -232238.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -232262.703125 Penalty: 3763.305908
	Iteration 18Q: 3 clusters Score -232262.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -232282.453125 Penalty: 3763.305908
	Iteration 19Q: 3 clusters Score -232282.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -232301.281250 Penalty: 3763.305908
	Iteration 20F: 3 clusters Score -232301.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -232321.687500 Penalty: 3763.305908
	Iteration 21Q: 3 clusters Score -232321.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -232334.796875 Penalty: 3763.305908
	Iteration 22Q: 3 clusters Score -232334.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -232345.000000 Penalty: 3763.305908
	Iteration 23Q: 3 clusters Score -232345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -232351.218750 Penalty: 3763.305908
	Iteration 24Q: 3 clusters Score -232351.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -232361.093750 Penalty: 3763.305908
	Iteration 25Q: 3 clusters Score -232361.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -232368.406250 Penalty: 3763.305908
	Iteration 26Q: 3 clusters Score -232368.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -232375.453125 Penalty: 3763.305908
	Iteration 27Q: 3 clusters Score -232375.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -232379.421875 Penalty: 3763.305908
	Iteration 28Q: 3 clusters Score -232379.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -232383.046875 Penalty: 3763.305908
	Iteration 29Q: 3 clusters Score -232383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -232384.562500 Penalty: 3763.305908
	Iteration 30Q: 3 clusters Score -232384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -232387.562500 Penalty: 3763.305908
	Iteration 31Q: 3 clusters Score -232387.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -232390.687500 Penalty: 3763.305908
	Iteration 32Q: 3 clusters Score -232390.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -232392.015625 Penalty: 3763.305908
	Iteration 33Q: 3 clusters Score -232392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -232395.484375 Penalty: 3763.305908
	Iteration 34Q: 3 clusters Score -232395.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -232397.375000 Penalty: 3763.305908
	Iteration 35Q: 3 clusters Score -232397.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -232401.140625 Penalty: 3763.305908
	Iteration 36Q: 3 clusters Score -232401.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -232403.250000 Penalty: 3763.305908
	Iteration 37Q: 3 clusters Score -232403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -232404.031250 Penalty: 3763.305908
	Iteration 38Q: 3 clusters Score -232404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -232404.734375 Penalty: 3763.305908
	Iteration 39Q: 3 clusters Score -232404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -232405.406250 Penalty: 3763.305908
	Iteration 40F: 3 clusters Score -232405.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -232406.500000 Penalty: 3763.305908
	Iteration 41Q: 3 clusters Score -232406.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -232406.500000 Penalty: 3763.305908
	Iteration 42F: 3 clusters Score -232406.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -461991.062500 Penalty: 2049.498291
	Iteration 0F: 2 clusters Score -461991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -458152.281250 Penalty: 4098.996582
	Iteration 0F: 3 clusters Score -458152.3 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -459061.906250 Penalty: 4098.996582
	Iteration 1F: 3 clusters Score -459061.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -459292.375000 Penalty: 4098.996582
	Iteration 2F: 3 clusters Score -459292.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -459444.250000 Penalty: 4098.996582
	Iteration 3F: 3 clusters Score -459444.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -459557.250000 Penalty: 4098.996582
	Iteration 4Q: 3 clusters Score -459557.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -459644.031250 Penalty: 4098.996582
	Iteration 5Q: 3 clusters Score -459644 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -459725.375000 Penalty: 4098.996582
	Iteration 6Q: 3 clusters Score -459725.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -459799.937500 Penalty: 4098.996582
	Iteration 7Q: 3 clusters Score -459799.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -459874.593750 Penalty: 4098.996582
	Iteration 8Q: 3 clusters Score -459874.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -459936.312500 Penalty: 4098.996582
	Iteration 9Q: 3 clusters Score -459936.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -459976.781250 Penalty: 4098.996582
	Iteration 10Q: 3 clusters Score -459976.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -459998.406250 Penalty: 4098.996582
	Iteration 11Q: 3 clusters Score -459998.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -460024.843750 Penalty: 4098.996582
	Iteration 12Q: 3 clusters Score -460024.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -460047.156250 Penalty: 4098.996582
	Iteration 13Q: 3 clusters Score -460047.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -460064.343750 Penalty: 4098.996582
	Iteration 14Q: 3 clusters Score -460064.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -460077.062500 Penalty: 4098.996582
	Iteration 15Q: 3 clusters Score -460077.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -460087.812500 Penalty: 4098.996582
	Iteration 16Q: 3 clusters Score -460087.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -460095.000000 Penalty: 4098.996582
	Iteration 17Q: 3 clusters Score -460095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -460101.000000 Penalty: 4098.996582
	Iteration 18Q: 3 clusters Score -460101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -460107.843750 Penalty: 4098.996582
	Iteration 19Q: 3 clusters Score -460107.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -460119.500000 Penalty: 4098.996582
	Iteration 20F: 3 clusters Score -460119.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -460137.218750 Penalty: 4098.996582
	Iteration 21Q: 3 clusters Score -460137.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -460168.156250 Penalty: 4098.996582
	Iteration 22Q: 3 clusters Score -460168.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -460218.187500 Penalty: 4098.996582
	Iteration 23Q: 3 clusters Score -460218.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -460308.375000 Penalty: 4098.996582
	Iteration 24Q: 3 clusters Score -460308.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -460379.062500 Penalty: 4098.996582
	Iteration 25Q: 3 clusters Score -460379.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -460433.125000 Penalty: 4098.996582
	Iteration 26Q: 3 clusters Score -460433.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -460461.875000 Penalty: 4098.996582
	Iteration 27Q: 3 clusters Score -460461.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -460479.625000 Penalty: 4098.996582
	Iteration 28Q: 3 clusters Score -460479.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -460494.468750 Penalty: 4098.996582
	Iteration 29Q: 3 clusters Score -460494.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -460516.093750 Penalty: 4098.996582
	Iteration 30Q: 3 clusters Score -460516.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -460532.468750 Penalty: 4098.996582
	Iteration 31Q: 3 clusters Score -460532.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -460539.656250 Penalty: 4098.996582
	Iteration 32Q: 3 clusters Score -460539.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -460545.343750 Penalty: 4098.996582
	Iteration 33Q: 3 clusters Score -460545.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -460552.031250 Penalty: 4098.996582
	Iteration 34Q: 3 clusters Score -460552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -460557.125000 Penalty: 4098.996582
	Iteration 35Q: 3 clusters Score -460557.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -460558.406250 Penalty: 4098.996582
	Iteration 36Q: 3 clusters Score -460558.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -460561.031250 Penalty: 4098.996582
	Iteration 37Q: 3 clusters Score -460561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -460563.312500 Penalty: 4098.996582
	Iteration 38Q: 3 clusters Score -460563.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -460563.718750 Penalty: 4098.996582
	Iteration 39Q: 3 clusters Score -460563.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -460564.156250 Penalty: 4098.996582
	Iteration 40F: 3 clusters Score -460564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -460564.000000 Penalty: 4098.996582
	Iteration 41Q: 3 clusters Score -460564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -460564.156250 Penalty: 4098.996582
	Iteration 42Q: 3 clusters Score -460564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -460564.156250 Penalty: 4098.996582
	Iteration 43F: 3 clusters Score -460564.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (10663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Entering Unmasked Estep 
Score: -1294838.000000 Penalty: 2300.084717
	Iteration 0F: 2 clusters Score -1294838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1286695.250000 Penalty: 4600.169434
	Iteration 0F: 3 clusters Score -1286695 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1289213.000000 Penalty: 4600.169434
	Iteration 1F: 3 clusters Score -1289213 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1289569.375000 Penalty: 4600.169434
	Iteration 2F: 3 clusters Score -1289569 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1289808.500000 Penalty: 4600.169434
	Iteration 3F: 3 clusters Score -1289808 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1289961.625000 Penalty: 4600.169434
	Iteration 4Q: 3 clusters Score -1289962 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1290069.500000 Penalty: 4600.169434
	Iteration 5Q: 3 clusters Score -1290070 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1290165.250000 Penalty: 4600.169434
	Iteration 6Q: 3 clusters Score -1290165 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1290258.625000 Penalty: 4600.169434
	Iteration 7Q: 3 clusters Score -1290259 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1290357.500000 Penalty: 4600.169434
	Iteration 8Q: 3 clusters Score -1290358 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1290440.250000 Penalty: 4600.169434
	Iteration 9Q: 3 clusters Score -1290440 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1290521.000000 Penalty: 4600.169434
	Iteration 10Q: 3 clusters Score -1290521 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1290617.500000 Penalty: 4600.169434
	Iteration 11Q: 3 clusters Score -1290618 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1290747.875000 Penalty: 4600.169434
	Iteration 12Q: 3 clusters Score -1290748 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1290898.500000 Penalty: 4600.169434
	Iteration 13Q: 3 clusters Score -1290898 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1291044.500000 Penalty: 4600.169434
	Iteration 14Q: 3 clusters Score -1291044 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1291184.375000 Penalty: 4600.169434
	Iteration 15Q: 3 clusters Score -1291184 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1291356.125000 Penalty: 4600.169434
	Iteration 16Q: 3 clusters Score -1291356 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1291506.250000 Penalty: 4600.169434
	Iteration 17Q: 3 clusters Score -1291506 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1291676.000000 Penalty: 4600.169434
	Iteration 18Q: 3 clusters Score -1291676 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1291837.500000 Penalty: 4600.169434
	Iteration 19Q: 3 clusters Score -1291838 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1291964.000000 Penalty: 4600.169434
	Iteration 20F: 3 clusters Score -1291964 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1292073.125000 Penalty: 4600.169434
	Iteration 21Q: 3 clusters Score -1292073 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1292163.875000 Penalty: 4600.169434
	Iteration 22Q: 3 clusters Score -1292164 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1292243.875000 Penalty: 4600.169434
	Iteration 23Q: 3 clusters Score -1292244 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1292314.375000 Penalty: 4600.169434
	Iteration 24Q: 3 clusters Score -1292314 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1292365.375000 Penalty: 4600.169434
	Iteration 25Q: 3 clusters Score -1292365 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1292404.750000 Penalty: 4600.169434
	Iteration 26Q: 3 clusters Score -1292405 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1292446.000000 Penalty: 4600.169434
	Iteration 27Q: 3 clusters Score -1292446 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1292484.125000 Penalty: 4600.169434
	Iteration 28Q: 3 clusters Score -1292484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1292509.625000 Penalty: 4600.169434
	Iteration 29Q: 3 clusters Score -1292510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1292537.750000 Penalty: 4600.169434
	Iteration 30Q: 3 clusters Score -1292538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1292555.125000 Penalty: 4600.169434
	Iteration 31Q: 3 clusters Score -1292555 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1292573.875000 Penalty: 4600.169434
	Iteration 32Q: 3 clusters Score -1292574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1292587.125000 Penalty: 4600.169434
	Iteration 33Q: 3 clusters Score -1292587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1292599.000000 Penalty: 4600.169434
	Iteration 34Q: 3 clusters Score -1292599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1292612.500000 Penalty: 4600.169434
	Iteration 35Q: 3 clusters Score -1292612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1292624.875000 Penalty: 4600.169434
	Iteration 36Q: 3 clusters Score -1292625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1292640.625000 Penalty: 4600.169434
	Iteration 37Q: 3 clusters Score -1292641 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1292660.125000 Penalty: 4600.169434
	Iteration 38Q: 3 clusters Score -1292660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1292668.375000 Penalty: 4600.169434
	Iteration 39Q: 3 clusters Score -1292668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1292675.000000 Penalty: 4600.169434
	Iteration 40F: 3 clusters Score -1292675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1292683.750000 Penalty: 4600.169434
	Iteration 41Q: 3 clusters Score -1292684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1292687.125000 Penalty: 4600.169434
	Iteration 42Q: 3 clusters Score -1292687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1292700.125000 Penalty: 4600.169434
	Iteration 43Q: 3 clusters Score -1292700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1292704.750000 Penalty: 4600.169434
	Iteration 44Q: 3 clusters Score -1292705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1292711.750000 Penalty: 4600.169434
	Iteration 45Q: 3 clusters Score -1292712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1292715.000000 Penalty: 4600.169434
	Iteration 46Q: 3 clusters Score -1292715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1292721.500000 Penalty: 4600.169434
	Iteration 47Q: 3 clusters Score -1292722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1292723.875000 Penalty: 4600.169434
	Iteration 48Q: 3 clusters Score -1292724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1292727.125000 Penalty: 4600.169434
	Iteration 49Q: 3 clusters Score -1292727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1292728.625000 Penalty: 4600.169434
	Iteration 50Q: 3 clusters Score -1292729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1292730.750000 Penalty: 4600.169434
	Iteration 51Q: 3 clusters Score -1292731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1292730.125000 Penalty: 4600.169434
	Iteration 52Q: 3 clusters Score -1292730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1292734.375000 Penalty: 4600.169434
	Iteration 53Q: 3 clusters Score -1292734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1292738.625000 Penalty: 4600.169434
	Iteration 54Q: 3 clusters Score -1292739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1292741.500000 Penalty: 4600.169434
	Iteration 55Q: 3 clusters Score -1292742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1292743.250000 Penalty: 4600.169434
	Iteration 56Q: 3 clusters Score -1292743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1292744.375000 Penalty: 4600.169434
	Iteration 57Q: 3 clusters Score -1292744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1292750.625000 Penalty: 4600.169434
	Iteration 58Q: 3 clusters Score -1292751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1292751.000000 Penalty: 4600.169434
	Iteration 59Q: 3 clusters Score -1292751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1292754.875000 Penalty: 4600.169434
	Iteration 60F: 3 clusters Score -1292755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1292756.000000 Penalty: 4600.169434
	Iteration 61Q: 3 clusters Score -1292756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1292755.500000 Penalty: 4600.169434
	Iteration 62Q: 3 clusters Score -1292756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1292758.500000 Penalty: 4600.169434
	Iteration 63Q: 3 clusters Score -1292758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1292768.375000 Penalty: 4600.169434
	Iteration 64Q: 3 clusters Score -1292768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1292770.875000 Penalty: 4600.169434
	Iteration 65Q: 3 clusters Score -1292771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1292771.875000 Penalty: 4600.169434
	Iteration 66Q: 3 clusters Score -1292772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1292777.125000 Penalty: 4600.169434
	Iteration 67Q: 3 clusters Score -1292777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1292780.875000 Penalty: 4600.169434
	Iteration 68Q: 3 clusters Score -1292781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1292781.375000 Penalty: 4600.169434
	Iteration 69Q: 3 clusters Score -1292781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1292786.125000 Penalty: 4600.169434
	Iteration 70Q: 3 clusters Score -1292786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1292787.000000 Penalty: 4600.169434
	Iteration 71Q: 3 clusters Score -1292787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1292789.500000 Penalty: 4600.169434
	Iteration 72Q: 3 clusters Score -1292790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1292789.500000 Penalty: 4600.169434
	Iteration 73Q: 3 clusters Score -1292790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1292794.125000 Penalty: 4600.169434
	Iteration 74Q: 3 clusters Score -1292794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1292796.125000 Penalty: 4600.169434
	Iteration 75Q: 3 clusters Score -1292796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1292798.500000 Penalty: 4600.169434
	Iteration 76Q: 3 clusters Score -1292798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1292800.250000 Penalty: 4600.169434
	Iteration 77Q: 3 clusters Score -1292800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1292801.750000 Penalty: 4600.169434
	Iteration 78Q: 3 clusters Score -1292802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1292803.000000 Penalty: 4600.169434
	Iteration 79Q: 3 clusters Score -1292803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1292804.250000 Penalty: 4600.169434
	Iteration 80F: 3 clusters Score -1292804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1292807.625000 Penalty: 4600.169434
	Iteration 81Q: 3 clusters Score -1292808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1292810.750000 Penalty: 4600.169434
	Iteration 82Q: 3 clusters Score -1292811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1292812.875000 Penalty: 4600.169434
	Iteration 83Q: 3 clusters Score -1292813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1292812.500000 Penalty: 4600.169434
	Iteration 84Q: 3 clusters Score -1292812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1292819.375000 Penalty: 4600.169434
	Iteration 85Q: 3 clusters Score -1292819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1292824.375000 Penalty: 4600.169434
	Iteration 86Q: 3 clusters Score -1292824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1292826.500000 Penalty: 4600.169434
	Iteration 87Q: 3 clusters Score -1292826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1292832.625000 Penalty: 4600.169434
	Iteration 88Q: 3 clusters Score -1292833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1292832.125000 Penalty: 4600.169434
	Iteration 89Q: 3 clusters Score -1292832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1292840.250000 Penalty: 4600.169434
	Iteration 90Q: 3 clusters Score -1292840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1292844.750000 Penalty: 4600.169434
	Iteration 91Q: 3 clusters Score -1292845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1292850.250000 Penalty: 4600.169434
	Iteration 92Q: 3 clusters Score -1292850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1292855.750000 Penalty: 4600.169434
	Iteration 93Q: 3 clusters Score -1292856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1292861.500000 Penalty: 4600.169434
	Iteration 94Q: 3 clusters Score -1292862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1292862.875000 Penalty: 4600.169434
	Iteration 95Q: 3 clusters Score -1292863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1292865.375000 Penalty: 4600.169434
	Iteration 96Q: 3 clusters Score -1292865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1292863.250000 Penalty: 4600.169434
	Iteration 97Q: 3 clusters Score -1292863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1292863.250000 Penalty: 4600.169434
	Iteration 98F: 3 clusters Score -1292863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (6875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Entering Unmasked Estep 
Score: -816098.125000 Penalty: 2191.240479
	Iteration 0F: 2 clusters Score -816098.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -810338.375000 Penalty: 4382.480957
	Iteration 0F: 3 clusters Score -810338.4 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -811843.875000 Penalty: 4382.480957
	Iteration 1F: 3 clusters Score -811843.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -812111.437500 Penalty: 4382.480957
	Iteration 2F: 3 clusters Score -812111.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -812333.625000 Penalty: 4382.480957
	Iteration 3F: 3 clusters Score -812333.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -812546.000000 Penalty: 4382.480957
	Iteration 4F: 3 clusters Score -812546 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -812770.500000 Penalty: 4382.480957
	Iteration 5Q: 3 clusters Score -812770.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -813001.937500 Penalty: 4382.480957
	Iteration 6F: 3 clusters Score -813001.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -813218.375000 Penalty: 4382.480957
	Iteration 7Q: 3 clusters Score -813218.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -813429.937500 Penalty: 4382.480957
	Iteration 8Q: 3 clusters Score -813429.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -813629.062500 Penalty: 4382.480957
	Iteration 9Q: 3 clusters Score -813629.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -813768.500000 Penalty: 4382.480957
	Iteration 10Q: 3 clusters Score -813768.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -813867.937500 Penalty: 4382.480957
	Iteration 11Q: 3 clusters Score -813867.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -813952.000000 Penalty: 4382.480957
	Iteration 12Q: 3 clusters Score -813952 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -814026.000000 Penalty: 4382.480957
	Iteration 13Q: 3 clusters Score -814026 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -814077.937500 Penalty: 4382.480957
	Iteration 14Q: 3 clusters Score -814077.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -814108.437500 Penalty: 4382.480957
	Iteration 15Q: 3 clusters Score -814108.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -814131.500000 Penalty: 4382.480957
	Iteration 16Q: 3 clusters Score -814131.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -814151.937500 Penalty: 4382.480957
	Iteration 17Q: 3 clusters Score -814151.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -814167.187500 Penalty: 4382.480957
	Iteration 18Q: 3 clusters Score -814167.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -814188.750000 Penalty: 4382.480957
	Iteration 19Q: 3 clusters Score -814188.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -814207.437500 Penalty: 4382.480957
	Iteration 20F: 3 clusters Score -814207.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -814227.937500 Penalty: 4382.480957
	Iteration 21Q: 3 clusters Score -814227.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -814242.437500 Penalty: 4382.480957
	Iteration 22Q: 3 clusters Score -814242.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -814248.250000 Penalty: 4382.480957
	Iteration 23Q: 3 clusters Score -814248.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -814256.000000 Penalty: 4382.480957
	Iteration 24Q: 3 clusters Score -814256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -814270.312500 Penalty: 4382.480957
	Iteration 25Q: 3 clusters Score -814270.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -814280.875000 Penalty: 4382.480957
	Iteration 26Q: 3 clusters Score -814280.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -814296.937500 Penalty: 4382.480957
	Iteration 27Q: 3 clusters Score -814296.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -814304.687500 Penalty: 4382.480957
	Iteration 28Q: 3 clusters Score -814304.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -814311.125000 Penalty: 4382.480957
	Iteration 29Q: 3 clusters Score -814311.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -814316.937500 Penalty: 4382.480957
	Iteration 30Q: 3 clusters Score -814316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -814318.312500 Penalty: 4382.480957
	Iteration 31Q: 3 clusters Score -814318.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -814319.437500 Penalty: 4382.480957
	Iteration 32Q: 3 clusters Score -814319.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -814319.125000 Penalty: 4382.480957
	Iteration 33Q: 3 clusters Score -814319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -814319.562500 Penalty: 4382.480957
	Iteration 34Q: 3 clusters Score -814319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -814324.250000 Penalty: 4382.480957
	Iteration 35Q: 3 clusters Score -814324.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -814324.187500 Penalty: 4382.480957
	Iteration 36Q: 3 clusters Score -814324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -814327.562500 Penalty: 4382.480957
	Iteration 37Q: 3 clusters Score -814327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -814327.125000 Penalty: 4382.480957
	Iteration 38Q: 3 clusters Score -814327.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -814329.375000 Penalty: 4382.480957
	Iteration 39Q: 3 clusters Score -814329.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -814333.375000 Penalty: 4382.480957
	Iteration 40F: 3 clusters Score -814333.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -814336.687500 Penalty: 4382.480957
	Iteration 41Q: 3 clusters Score -814336.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -814340.562500 Penalty: 4382.480957
	Iteration 42Q: 3 clusters Score -814340.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -814341.437500 Penalty: 4382.480957
	Iteration 43Q: 3 clusters Score -814341.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -814344.250000 Penalty: 4382.480957
	Iteration 44Q: 3 clusters Score -814344.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -814347.687500 Penalty: 4382.480957
	Iteration 45Q: 3 clusters Score -814347.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -814348.375000 Penalty: 4382.480957
	Iteration 46Q: 3 clusters Score -814348.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -814351.312500 Penalty: 4382.480957
	Iteration 47Q: 3 clusters Score -814351.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -814352.937500 Penalty: 4382.480957
	Iteration 48Q: 3 clusters Score -814352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -814354.187500 Penalty: 4382.480957
	Iteration 49Q: 3 clusters Score -814354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -814356.562500 Penalty: 4382.480957
	Iteration 50Q: 3 clusters Score -814356.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -814356.875000 Penalty: 4382.480957
	Iteration 51Q: 3 clusters Score -814356.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -814358.500000 Penalty: 4382.480957
	Iteration 52Q: 3 clusters Score -814358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -814358.250000 Penalty: 4382.480957
	Iteration 53Q: 3 clusters Score -814358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -814359.625000 Penalty: 4382.480957
	Iteration 54Q: 3 clusters Score -814359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -814358.437500 Penalty: 4382.480957
	Iteration 55Q: 3 clusters Score -814358.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -814360.750000 Penalty: 4382.480957
	Iteration 56Q: 3 clusters Score -814360.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -814360.750000 Penalty: 4382.480957
	Iteration 57F: 3 clusters Score -814360.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Entering Unmasked Estep 
Score: -621247.687500 Penalty: 2120.507568
	Iteration 0F: 2 clusters Score -621247.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -616621.812500 Penalty: 4241.015137
	Iteration 0F: 3 clusters Score -616621.8 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -617699.312500 Penalty: 4241.015137
	Iteration 1F: 3 clusters Score -617699.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -617957.687500 Penalty: 4241.015137
	Iteration 2F: 3 clusters Score -617957.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -618139.562500 Penalty: 4241.015137
	Iteration 3F: 3 clusters Score -618139.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -618287.687500 Penalty: 4241.015137
	Iteration 4Q: 3 clusters Score -618287.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -618421.375000 Penalty: 4241.015137
	Iteration 5Q: 3 clusters Score -618421.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -618537.187500 Penalty: 4241.015137
	Iteration 6Q: 3 clusters Score -618537.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -618651.812500 Penalty: 4241.015137
	Iteration 7Q: 3 clusters Score -618651.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -618748.312500 Penalty: 4241.015137
	Iteration 8Q: 3 clusters Score -618748.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -618828.000000 Penalty: 4241.015137
	Iteration 9Q: 3 clusters Score -618828 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -618893.750000 Penalty: 4241.015137
	Iteration 10Q: 3 clusters Score -618893.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -618970.250000 Penalty: 4241.015137
	Iteration 11Q: 3 clusters Score -618970.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -619053.312500 Penalty: 4241.015137
	Iteration 12Q: 3 clusters Score -619053.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -619116.500000 Penalty: 4241.015137
	Iteration 13Q: 3 clusters Score -619116.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -619178.562500 Penalty: 4241.015137
	Iteration 14Q: 3 clusters Score -619178.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -619248.000000 Penalty: 4241.015137
	Iteration 15Q: 3 clusters Score -619248 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -619310.437500 Penalty: 4241.015137
	Iteration 16Q: 3 clusters Score -619310.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -619394.000000 Penalty: 4241.015137
	Iteration 17Q: 3 clusters Score -619394 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -619468.875000 Penalty: 4241.015137
	Iteration 18Q: 3 clusters Score -619468.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -619531.562500 Penalty: 4241.015137
	Iteration 19Q: 3 clusters Score -619531.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -619594.000000 Penalty: 4241.015137
	Iteration 20F: 3 clusters Score -619594 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -619646.500000 Penalty: 4241.015137
	Iteration 21Q: 3 clusters Score -619646.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -619687.750000 Penalty: 4241.015137
	Iteration 22Q: 3 clusters Score -619687.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -619724.250000 Penalty: 4241.015137
	Iteration 23Q: 3 clusters Score -619724.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -619757.937500 Penalty: 4241.015137
	Iteration 24Q: 3 clusters Score -619757.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -619784.375000 Penalty: 4241.015137
	Iteration 25Q: 3 clusters Score -619784.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -619805.812500 Penalty: 4241.015137
	Iteration 26Q: 3 clusters Score -619805.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -619824.625000 Penalty: 4241.015137
	Iteration 27Q: 3 clusters Score -619824.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -619839.250000 Penalty: 4241.015137
	Iteration 28Q: 3 clusters Score -619839.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -619851.187500 Penalty: 4241.015137
	Iteration 29Q: 3 clusters Score -619851.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -619859.625000 Penalty: 4241.015137
	Iteration 30Q: 3 clusters Score -619859.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -619867.187500 Penalty: 4241.015137
	Iteration 31Q: 3 clusters Score -619867.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -619871.312500 Penalty: 4241.015137
	Iteration 32Q: 3 clusters Score -619871.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -619876.062500 Penalty: 4241.015137
	Iteration 33Q: 3 clusters Score -619876.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -619879.250000 Penalty: 4241.015137
	Iteration 34Q: 3 clusters Score -619879.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -619880.250000 Penalty: 4241.015137
	Iteration 35Q: 3 clusters Score -619880.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -619883.437500 Penalty: 4241.015137
	Iteration 36Q: 3 clusters Score -619883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -619885.250000 Penalty: 4241.015137
	Iteration 37Q: 3 clusters Score -619885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -619884.937500 Penalty: 4241.015137
	Iteration 38Q: 3 clusters Score -619884.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -619884.937500 Penalty: 4241.015137
	Iteration 39F: 3 clusters Score -619884.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (21109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Entering Unmasked Estep 
Score: -2629357.500000 Penalty: 2469.448730
	Iteration 0F: 2 clusters Score -2629358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2614577.000000 Penalty: 4938.897461
	Iteration 0F: 3 clusters Score -2614577 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2619411.500000 Penalty: 4938.897461
	Iteration 1F: 3 clusters Score -2619412 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2619810.500000 Penalty: 4938.897461
	Iteration 2F: 3 clusters Score -2619810 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2620220.500000 Penalty: 4938.897461
	Iteration 3Q: 3 clusters Score -2620220 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2620643.750000 Penalty: 4938.897461
	Iteration 4Q: 3 clusters Score -2620644 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2621169.250000 Penalty: 4938.897461
	Iteration 5Q: 3 clusters Score -2621169 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2621858.250000 Penalty: 4938.897461
	Iteration 6F: 3 clusters Score -2621858 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2622728.000000 Penalty: 4938.897461
	Iteration 7F: 3 clusters Score -2622728 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2623788.500000 Penalty: 4938.897461
	Iteration 8F: 3 clusters Score -2623788 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2624893.250000 Penalty: 4938.897461
	Iteration 9F: 3 clusters Score -2624893 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2625779.000000 Penalty: 4938.897461
	Iteration 10Q: 3 clusters Score -2625779 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2626331.000000 Penalty: 4938.897461
	Iteration 11Q: 3 clusters Score -2626331 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2626644.000000 Penalty: 4938.897461
	Iteration 12Q: 3 clusters Score -2626644 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2626861.750000 Penalty: 4938.897461
	Iteration 13Q: 3 clusters Score -2626862 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2626979.500000 Penalty: 4938.897461
	Iteration 14Q: 3 clusters Score -2626980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2627057.750000 Penalty: 4938.897461
	Iteration 15Q: 3 clusters Score -2627058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2627112.000000 Penalty: 4938.897461
	Iteration 16Q: 3 clusters Score -2627112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2627144.000000 Penalty: 4938.897461
	Iteration 17Q: 3 clusters Score -2627144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2627165.750000 Penalty: 4938.897461
	Iteration 18Q: 3 clusters Score -2627166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2627183.250000 Penalty: 4938.897461
	Iteration 19Q: 3 clusters Score -2627183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2627193.000000 Penalty: 4938.897461
	Iteration 20F: 3 clusters Score -2627193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2627194.750000 Penalty: 4938.897461
	Iteration 21Q: 3 clusters Score -2627195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2627200.750000 Penalty: 4938.897461
	Iteration 22Q: 3 clusters Score -2627201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2627206.250000 Penalty: 4938.897461
	Iteration 23Q: 3 clusters Score -2627206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2627212.500000 Penalty: 4938.897461
	Iteration 24Q: 3 clusters Score -2627212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2627214.750000 Penalty: 4938.897461
	Iteration 25Q: 3 clusters Score -2627215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2627215.500000 Penalty: 4938.897461
	Iteration 26Q: 3 clusters Score -2627216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2627215.500000 Penalty: 4938.897461
	Iteration 27F: 3 clusters Score -2627216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (33472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Entering Unmasked Estep 
Score: -3998506.250000 Penalty: 2583.779297
	Iteration 0F: 2 clusters Score -3998506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3975520.750000 Penalty: 5167.558594
	Iteration 0F: 3 clusters Score -3975521 nChanged 15245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -3983975.500000 Penalty: 5167.558594
	Iteration 1F: 3 clusters Score -3983976 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3984603.500000 Penalty: 5167.558594
	Iteration 2Q: 3 clusters Score -3984604 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3985242.750000 Penalty: 5167.558594
	Iteration 3Q: 3 clusters Score -3985243 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -3985941.250000 Penalty: 5167.558594
	Iteration 4Q: 3 clusters Score -3985941 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -3986673.500000 Penalty: 5167.558594
	Iteration 5Q: 3 clusters Score -3986674 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -3987537.250000 Penalty: 5167.558594
	Iteration 6F: 3 clusters Score -3987537 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -3988480.000000 Penalty: 5167.558594
	Iteration 7F: 3 clusters Score -3988480 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3989583.250000 Penalty: 5167.558594
	Iteration 8F: 3 clusters Score -3989583 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3990854.000000 Penalty: 5167.558594
	Iteration 9F: 3 clusters Score -3990854 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3992181.750000 Penalty: 5167.558594
	Iteration 10F: 3 clusters Score -3992182 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3993410.750000 Penalty: 5167.558594
	Iteration 11Q: 3 clusters Score -3993411 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3994450.000000 Penalty: 5167.558594
	Iteration 12Q: 3 clusters Score -3994450 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3995365.000000 Penalty: 5167.558594
	Iteration 13Q: 3 clusters Score -3995365 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3996147.250000 Penalty: 5167.558594
	Iteration 14Q: 3 clusters Score -3996147 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3996630.000000 Penalty: 5167.558594
	Iteration 15Q: 3 clusters Score -3996630 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -3996973.500000 Penalty: 5167.558594
	Iteration 16Q: 3 clusters Score -3996974 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -3997121.000000 Penalty: 5167.558594
	Iteration 17Q: 3 clusters Score -3997121 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -3997183.750000 Penalty: 5167.558594
	Iteration 18Q: 3 clusters Score -3997184 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -3997235.750000 Penalty: 5167.558594
	Iteration 19Q: 3 clusters Score -3997236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -3997257.250000 Penalty: 5167.558594
	Iteration 20F: 3 clusters Score -3997257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -3997267.500000 Penalty: 5167.558594
	Iteration 21Q: 3 clusters Score -3997268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -3997281.000000 Penalty: 5167.558594
	Iteration 22Q: 3 clusters Score -3997281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -3997291.000000 Penalty: 5167.558594
	Iteration 23Q: 3 clusters Score -3997291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -3997301.500000 Penalty: 5167.558594
	Iteration 24Q: 3 clusters Score -3997302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -3997319.000000 Penalty: 5167.558594
	Iteration 25Q: 3 clusters Score -3997319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -3997319.750000 Penalty: 5167.558594
	Iteration 26Q: 3 clusters Score -3997320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -3997323.250000 Penalty: 5167.558594
	Iteration 27Q: 3 clusters Score -3997323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3997330.000000 Penalty: 5167.558594
	Iteration 28Q: 3 clusters Score -3997330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -3997344.000000 Penalty: 5167.558594
	Iteration 29Q: 3 clusters Score -3997344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -3997364.500000 Penalty: 5167.558594
	Iteration 30Q: 3 clusters Score -3997364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -3997368.500000 Penalty: 5167.558594
	Iteration 31Q: 3 clusters Score -3997368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -3997385.500000 Penalty: 5167.558594
	Iteration 32Q: 3 clusters Score -3997386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -3997393.500000 Penalty: 5167.558594
	Iteration 33Q: 3 clusters Score -3997394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -3997403.750000 Penalty: 5167.558594
	Iteration 34Q: 3 clusters Score -3997404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -3997414.250000 Penalty: 5167.558594
	Iteration 35Q: 3 clusters Score -3997414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -3997411.500000 Penalty: 5167.558594
	Iteration 36Q: 3 clusters Score -3997412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -3997425.750000 Penalty: 5167.558594
	Iteration 37Q: 3 clusters Score -3997426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -3997438.250000 Penalty: 5167.558594
	Iteration 38Q: 3 clusters Score -3997438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -3997441.500000 Penalty: 5167.558594
	Iteration 39Q: 3 clusters Score -3997442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -3997442.000000 Penalty: 5167.558594
	Iteration 40F: 3 clusters Score -3997442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -3997437.750000 Penalty: 5167.558594
	Iteration 41Q: 3 clusters Score -3997438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -3997444.500000 Penalty: 5167.558594
	Iteration 42Q: 3 clusters Score -3997444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -3997446.750000 Penalty: 5167.558594
	Iteration 43Q: 3 clusters Score -3997447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -3997448.250000 Penalty: 5167.558594
	Iteration 44Q: 3 clusters Score -3997448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -3997453.000000 Penalty: 5167.558594
	Iteration 45Q: 3 clusters Score -3997453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -3997450.500000 Penalty: 5167.558594
	Iteration 46Q: 3 clusters Score -3997450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -3997450.500000 Penalty: 5167.558594
	Iteration 47Q: 3 clusters Score -3997450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -3997464.000000 Penalty: 5167.558594
	Iteration 48Q: 3 clusters Score -3997464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -3997459.250000 Penalty: 5167.558594
	Iteration 49Q: 3 clusters Score -3997459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -3997469.750000 Penalty: 5167.558594
	Iteration 50Q: 3 clusters Score -3997470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -3997469.500000 Penalty: 5167.558594
	Iteration 51Q: 3 clusters Score -3997470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -3997465.750000 Penalty: 5167.558594
	Iteration 52Q: 3 clusters Score -3997466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -3997465.000000 Penalty: 5167.558594
	Iteration 53Q: 3 clusters Score -3997465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -3997469.500000 Penalty: 5167.558594
	Iteration 54Q: 3 clusters Score -3997470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -3997470.500000 Penalty: 5167.558594
	Iteration 55Q: 3 clusters Score -3997470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -3997470.500000 Penalty: 5167.558594
	Iteration 56F: 3 clusters Score -3997470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -375993.437500 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -375993.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -373176.531250 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -373176.5 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -374063.156250 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -374063.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -374407.531250 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -374407.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -374611.500000 Penalty: 3852.562988
	Iteration 3F: 3 clusters Score -374611.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -374753.062500 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -374753.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -374889.625000 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -374889.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -375016.812500 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -375016.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -375116.625000 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -375116.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -375195.750000 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -375195.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -375258.468750 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -375258.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -375317.468750 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -375317.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -375349.968750 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -375350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -375378.531250 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -375378.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -375402.125000 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -375402.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -375414.406250 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -375414.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -375421.218750 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -375421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -375424.375000 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -375424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -375426.312500 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -375426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -375429.406250 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -375429.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -375434.781250 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -375434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -375436.812500 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -375436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -375437.968750 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -375438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -375438.687500 Penalty: 3852.562988
	Iteration 22Q: 3 clusters Score -375438.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -375438.687500 Penalty: 3852.562988
	Iteration 23F: 3 clusters Score -375438.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -222274.109375 Penalty: 1869.414673
	Iteration 0F: 2 clusters Score -222274.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -219708.906250 Penalty: 3738.829346
	Iteration 0F: 3 clusters Score -219708.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -220127.734375 Penalty: 3738.829346
	Iteration 1F: 3 clusters Score -220127.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -220255.875000 Penalty: 3738.829346
	Iteration 2F: 3 clusters Score -220255.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -220321.250000 Penalty: 3738.829346
	Iteration 3Q: 3 clusters Score -220321.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -220366.750000 Penalty: 3738.829346
	Iteration 4Q: 3 clusters Score -220366.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -220401.671875 Penalty: 3738.829346
	Iteration 5Q: 3 clusters Score -220401.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -220429.421875 Penalty: 3738.829346
	Iteration 6Q: 3 clusters Score -220429.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -220455.234375 Penalty: 3738.829346
	Iteration 7Q: 3 clusters Score -220455.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -220477.921875 Penalty: 3738.829346
	Iteration 8Q: 3 clusters Score -220477.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -220492.734375 Penalty: 3738.829346
	Iteration 9Q: 3 clusters Score -220492.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -220505.593750 Penalty: 3738.829346
	Iteration 10Q: 3 clusters Score -220505.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -220512.515625 Penalty: 3738.829346
	Iteration 11Q: 3 clusters Score -220512.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -220517.359375 Penalty: 3738.829346
	Iteration 12Q: 3 clusters Score -220517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -220521.906250 Penalty: 3738.829346
	Iteration 13Q: 3 clusters Score -220521.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -220522.437500 Penalty: 3738.829346
	Iteration 14Q: 3 clusters Score -220522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -220523.125000 Penalty: 3738.829346
	Iteration 15Q: 3 clusters Score -220523.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -220523.125000 Penalty: 3738.829346
	Iteration 16F: 3 clusters Score -220523.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -105518.382812 Penalty: 1621.099487
	Iteration 0F: 2 clusters Score -105518.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -103861.476562 Penalty: 3242.198975
	Iteration 0F: 3 clusters Score -103861.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -104159.015625 Penalty: 3242.198975
	Iteration 1F: 3 clusters Score -104159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -104399.992188 Penalty: 3242.198975
	Iteration 2F: 3 clusters Score -104400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -104598.812500 Penalty: 3242.198975
	Iteration 3F: 3 clusters Score -104598.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104754.531250 Penalty: 3242.198975
	Iteration 4F: 3 clusters Score -104754.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -104916.570312 Penalty: 3242.198975
	Iteration 5F: 3 clusters Score -104916.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105095.867188 Penalty: 3242.198975
	Iteration 6F: 3 clusters Score -105095.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105296.781250 Penalty: 3242.198975
	Iteration 7Q: 3 clusters Score -105296.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105397.351562 Penalty: 3242.198975
	Iteration 8Q: 3 clusters Score -105397.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -105447.617188 Penalty: 3242.198975
	Iteration 9Q: 3 clusters Score -105447.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105469.992188 Penalty: 3242.198975
	Iteration 10Q: 3 clusters Score -105470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105499.734375 Penalty: 3242.198975
	Iteration 11Q: 3 clusters Score -105499.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -105528.046875 Penalty: 3242.198975
	Iteration 12Q: 3 clusters Score -105528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -105558.460938 Penalty: 3242.198975
	Iteration 13Q: 3 clusters Score -105558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -105571.132812 Penalty: 3242.198975
	Iteration 14Q: 3 clusters Score -105571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -105579.171875 Penalty: 3242.198975
	Iteration 15Q: 3 clusters Score -105579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -105582.039062 Penalty: 3242.198975
	Iteration 16Q: 3 clusters Score -105582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -105582.039062 Penalty: 3242.198975
	Iteration 17F: 3 clusters Score -105582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44545 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10520 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69442 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10115 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3705 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6875 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33472 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 169 members 
Mstep: Class 84 contains 521 members 
Entering Unmasked Estep 
Score: -154541504.000000 Penalty: 293480.187500
Splitting cluster 83 changes total score from -154543456.000000 to -154541504.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44545 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10520 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69442 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10115 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3705 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6875 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33472 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543408.000000 Penalty: 289986.375000
Iteration 239Q: 84 clusters Score -1.545434e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44545 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6533 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10519 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69441 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1596 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10114 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3703 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6878 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33472 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543360.000000 Penalty: 289986.375000
Iteration 240F: 84 clusters Score -1.545434e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44545 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6533 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10518 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69441 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1598 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10114 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3700 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6879 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33472 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543264.000000 Penalty: 289986.375000
Iteration 241Q: 84 clusters Score -1.545433e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44545 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14891 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6533 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10515 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69441 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10115 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3700 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6881 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33472 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543376.000000 Penalty: 289986.375000
Iteration 242Q: 84 clusters Score -1.545434e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44544 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10510 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69441 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10116 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3701 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6885 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33472 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543392.000000 Penalty: 289986.375000
Iteration 243Q: 84 clusters Score -1.545434e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44544 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10510 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69441 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10115 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6886 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33472 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543504.000000 Penalty: 289986.375000
Iteration 244Q: 84 clusters Score -1.545435e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44543 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10510 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69441 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10115 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6887 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33472 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 245Q: 84 clusters Score -1.545434e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44541 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10510 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69441 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10114 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6889 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33473 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 246Q: 84 clusters Score -1.545435e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44539 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69441 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10113 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6891 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543424.000000 Penalty: 289986.375000
Iteration 247Q: 84 clusters Score -1.545434e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44539 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69441 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6892 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 248Q: 84 clusters Score -1.545435e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44538 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543424.000000 Penalty: 289986.375000
Iteration 249Q: 84 clusters Score -1.545434e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22589 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17888 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543552.000000 Penalty: 289986.375000
Iteration 250Q: 84 clusters Score -1.545436e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 251Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 252Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 253Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 254Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 255Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 256Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 257Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 258Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 259Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 260F: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 261Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 262Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 263Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 264Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 265Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 266Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 267Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 268Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 269Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 270Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 271Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 272Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 273Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 274Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 275Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 276Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 277Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 278Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering ConstructFrom: 
Score: -154543520.000000 Penalty: 289986.375000
Entering ConstructFrom: 
Trying to split cluster 1 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -941205.500000 Penalty: 2227.301270
	Iteration 0F: 2 clusters Score -941205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -934835.312500 Penalty: 4454.602539
	Iteration 0F: 3 clusters Score -934835.3 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -936552.250000 Penalty: 4454.602539
	Iteration 1F: 3 clusters Score -936552.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -936841.062500 Penalty: 4454.602539
	Iteration 2F: 3 clusters Score -936841.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -937083.687500 Penalty: 4454.602539
	Iteration 3F: 3 clusters Score -937083.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -937320.000000 Penalty: 4454.602539
	Iteration 4F: 3 clusters Score -937320 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -937578.750000 Penalty: 4454.602539
	Iteration 5Q: 3 clusters Score -937578.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -937875.500000 Penalty: 4454.602539
	Iteration 6F: 3 clusters Score -937875.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -938194.500000 Penalty: 4454.602539
	Iteration 7F: 3 clusters Score -938194.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -938474.750000 Penalty: 4454.602539
	Iteration 8Q: 3 clusters Score -938474.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -938759.937500 Penalty: 4454.602539
	Iteration 9Q: 3 clusters Score -938759.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -938993.625000 Penalty: 4454.602539
	Iteration 10Q: 3 clusters Score -938993.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -939165.687500 Penalty: 4454.602539
	Iteration 11Q: 3 clusters Score -939165.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -939278.062500 Penalty: 4454.602539
	Iteration 12Q: 3 clusters Score -939278.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -939357.312500 Penalty: 4454.602539
	Iteration 13Q: 3 clusters Score -939357.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -939416.000000 Penalty: 4454.602539
	Iteration 14Q: 3 clusters Score -939416 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -939457.437500 Penalty: 4454.602539
	Iteration 15Q: 3 clusters Score -939457.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -939497.437500 Penalty: 4454.602539
	Iteration 16Q: 3 clusters Score -939497.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -939527.500000 Penalty: 4454.602539
	Iteration 17Q: 3 clusters Score -939527.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -939550.000000 Penalty: 4454.602539
	Iteration 18Q: 3 clusters Score -939550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -939578.250000 Penalty: 4454.602539
	Iteration 19Q: 3 clusters Score -939578.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -939622.812500 Penalty: 4454.602539
	Iteration 20F: 3 clusters Score -939622.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -939663.500000 Penalty: 4454.602539
	Iteration 21Q: 3 clusters Score -939663.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -939696.062500 Penalty: 4454.602539
	Iteration 22Q: 3 clusters Score -939696.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -939723.187500 Penalty: 4454.602539
	Iteration 23Q: 3 clusters Score -939723.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -939742.937500 Penalty: 4454.602539
	Iteration 24Q: 3 clusters Score -939742.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -939753.437500 Penalty: 4454.602539
	Iteration 25Q: 3 clusters Score -939753.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -939763.250000 Penalty: 4454.602539
	Iteration 26Q: 3 clusters Score -939763.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -939772.312500 Penalty: 4454.602539
	Iteration 27Q: 3 clusters Score -939772.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -939778.375000 Penalty: 4454.602539
	Iteration 28Q: 3 clusters Score -939778.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -939783.312500 Penalty: 4454.602539
	Iteration 29Q: 3 clusters Score -939783.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -939786.125000 Penalty: 4454.602539
	Iteration 30Q: 3 clusters Score -939786.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -939790.937500 Penalty: 4454.602539
	Iteration 31Q: 3 clusters Score -939790.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -939795.250000 Penalty: 4454.602539
	Iteration 32Q: 3 clusters Score -939795.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -939801.250000 Penalty: 4454.602539
	Iteration 33Q: 3 clusters Score -939801.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -939806.000000 Penalty: 4454.602539
	Iteration 34Q: 3 clusters Score -939806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -939804.312500 Penalty: 4454.602539
	Iteration 35Q: 3 clusters Score -939804.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -939807.250000 Penalty: 4454.602539
	Iteration 36Q: 3 clusters Score -939807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -939809.687500 Penalty: 4454.602539
	Iteration 37Q: 3 clusters Score -939809.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -939810.750000 Penalty: 4454.602539
	Iteration 38Q: 3 clusters Score -939810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -939813.687500 Penalty: 4454.602539
	Iteration 39Q: 3 clusters Score -939813.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -939815.250000 Penalty: 4454.602539
	Iteration 40F: 3 clusters Score -939815.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -939815.625000 Penalty: 4454.602539
	Iteration 41Q: 3 clusters Score -939815.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -939816.062500 Penalty: 4454.602539
	Iteration 42Q: 3 clusters Score -939816.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -939821.250000 Penalty: 4454.602539
	Iteration 43Q: 3 clusters Score -939821.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -939822.437500 Penalty: 4454.602539
	Iteration 44Q: 3 clusters Score -939822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -939824.312500 Penalty: 4454.602539
	Iteration 45Q: 3 clusters Score -939824.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -939823.125000 Penalty: 4454.602539
	Iteration 46Q: 3 clusters Score -939823.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -939825.187500 Penalty: 4454.602539
	Iteration 47Q: 3 clusters Score -939825.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -939827.437500 Penalty: 4454.602539
	Iteration 48Q: 3 clusters Score -939827.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -939828.500000 Penalty: 4454.602539
	Iteration 49Q: 3 clusters Score -939828.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -939830.812500 Penalty: 4454.602539
	Iteration 50Q: 3 clusters Score -939830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -939832.875000 Penalty: 4454.602539
	Iteration 51Q: 3 clusters Score -939832.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -939832.875000 Penalty: 4454.602539
	Iteration 52F: 3 clusters Score -939832.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -209268.187500 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -209268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -206811.062500 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -206811.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -207258.484375 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -207258.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -207438.937500 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -207438.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -207568.000000 Penalty: 3708.611084
	Iteration 3F: 3 clusters Score -207568 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -207695.468750 Penalty: 3708.611084
	Iteration 4Q: 3 clusters Score -207695.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -207805.140625 Penalty: 3708.611084
	Iteration 5Q: 3 clusters Score -207805.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -207891.796875 Penalty: 3708.611084
	Iteration 6Q: 3 clusters Score -207891.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -207945.625000 Penalty: 3708.611084
	Iteration 7Q: 3 clusters Score -207945.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -207980.265625 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -207980.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -207995.656250 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -207995.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -208007.656250 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -208007.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -208013.781250 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -208013.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -208017.375000 Penalty: 3708.611084
	Iteration 12Q: 3 clusters Score -208017.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -208019.046875 Penalty: 3708.611084
	Iteration 13Q: 3 clusters Score -208019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -208022.093750 Penalty: 3708.611084
	Iteration 14Q: 3 clusters Score -208022.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -208022.093750 Penalty: 3708.611084
	Iteration 15F: 3 clusters Score -208022.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Entering Unmasked Estep 
Score: -5373412.000000 Penalty: 2654.610840
	Iteration 0F: 2 clusters Score -5373412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -5343396.500000 Penalty: 5309.221680
	Iteration 0F: 3 clusters Score -5343396 nChanged 20515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -5354908.500000 Penalty: 5309.221680
	Iteration 1F: 3 clusters Score -5354908 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -5355661.500000 Penalty: 5309.221680
	Iteration 2Q: 3 clusters Score -5355662 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5356515.500000 Penalty: 5309.221680
	Iteration 3Q: 3 clusters Score -5356516 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -5357630.500000 Penalty: 5309.221680
	Iteration 4F: 3 clusters Score -5357630 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -5359270.500000 Penalty: 5309.221680
	Iteration 5F: 3 clusters Score -5359270 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -5361396.000000 Penalty: 5309.221680
	Iteration 6F: 3 clusters Score -5361396 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -5363969.500000 Penalty: 5309.221680
	Iteration 7F: 3 clusters Score -5363970 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -5366398.000000 Penalty: 5309.221680
	Iteration 8F: 3 clusters Score -5366398 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -5368388.000000 Penalty: 5309.221680
	Iteration 9F: 3 clusters Score -5368388 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -5369528.500000 Penalty: 5309.221680
	Iteration 10Q: 3 clusters Score -5369528 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -5370145.500000 Penalty: 5309.221680
	Iteration 11Q: 3 clusters Score -5370146 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -5370530.500000 Penalty: 5309.221680
	Iteration 12Q: 3 clusters Score -5370530 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -5370851.000000 Penalty: 5309.221680
	Iteration 13Q: 3 clusters Score -5370851 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -5371064.000000 Penalty: 5309.221680
	Iteration 14Q: 3 clusters Score -5371064 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -5371246.500000 Penalty: 5309.221680
	Iteration 15Q: 3 clusters Score -5371246 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -5371484.500000 Penalty: 5309.221680
	Iteration 16Q: 3 clusters Score -5371484 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -5371647.500000 Penalty: 5309.221680
	Iteration 17Q: 3 clusters Score -5371648 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -5371818.500000 Penalty: 5309.221680
	Iteration 18Q: 3 clusters Score -5371818 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5371975.500000 Penalty: 5309.221680
	Iteration 19Q: 3 clusters Score -5371976 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -5372117.500000 Penalty: 5309.221680
	Iteration 20F: 3 clusters Score -5372118 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -5372199.000000 Penalty: 5309.221680
	Iteration 21Q: 3 clusters Score -5372199 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -5372321.500000 Penalty: 5309.221680
	Iteration 22Q: 3 clusters Score -5372322 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5372437.000000 Penalty: 5309.221680
	Iteration 23Q: 3 clusters Score -5372437 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -5372524.000000 Penalty: 5309.221680
	Iteration 24Q: 3 clusters Score -5372524 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5372597.000000 Penalty: 5309.221680
	Iteration 25Q: 3 clusters Score -5372597 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -5372692.000000 Penalty: 5309.221680
	Iteration 26Q: 3 clusters Score -5372692 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -5372794.000000 Penalty: 5309.221680
	Iteration 27Q: 3 clusters Score -5372794 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -5372873.500000 Penalty: 5309.221680
	Iteration 28Q: 3 clusters Score -5372874 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -5372967.500000 Penalty: 5309.221680
	Iteration 29Q: 3 clusters Score -5372968 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -5373070.500000 Penalty: 5309.221680
	Iteration 30Q: 3 clusters Score -5373070 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5373191.000000 Penalty: 5309.221680
	Iteration 31Q: 3 clusters Score -5373191 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -5373301.500000 Penalty: 5309.221680
	Iteration 32Q: 3 clusters Score -5373302 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -5373386.500000 Penalty: 5309.221680
	Iteration 33Q: 3 clusters Score -5373386 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -5373489.000000 Penalty: 5309.221680
	Iteration 34Q: 3 clusters Score -5373489 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -5373516.000000 Penalty: 5309.221680
	Iteration 35Q: 3 clusters Score -5373516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -5373542.000000 Penalty: 5309.221680
	Iteration 36Q: 3 clusters Score -5373542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -5373541.000000 Penalty: 5309.221680
	Iteration 37Q: 3 clusters Score -5373541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -5373556.500000 Penalty: 5309.221680
	Iteration 38Q: 3 clusters Score -5373556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -5373565.000000 Penalty: 5309.221680
	Iteration 39Q: 3 clusters Score -5373565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -5373568.500000 Penalty: 5309.221680
	Iteration 40F: 3 clusters Score -5373568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -5373573.000000 Penalty: 5309.221680
	Iteration 41Q: 3 clusters Score -5373573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -5373568.000000 Penalty: 5309.221680
	Iteration 42Q: 3 clusters Score -5373568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5373578.500000 Penalty: 5309.221680
	Iteration 43Q: 3 clusters Score -5373578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -5373579.500000 Penalty: 5309.221680
	Iteration 44Q: 3 clusters Score -5373580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -5373575.000000 Penalty: 5309.221680
	Iteration 45Q: 3 clusters Score -5373575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -5373573.000000 Penalty: 5309.221680
	Iteration 46Q: 3 clusters Score -5373573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -5373573.000000 Penalty: 5309.221680
	Iteration 47F: 3 clusters Score -5373573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 41522 members 
Entering Unmasked Estep 
Score: -154542816.000000 Penalty: 293480.187500
Splitting cluster 3 changes total score from -154543520.000000 to -154542816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (22590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Entering Unmasked Estep 
Score: -2713152.000000 Penalty: 2486.265137
	Iteration 0F: 2 clusters Score -2713152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2697513.000000 Penalty: 4972.530273
	Iteration 0F: 3 clusters Score -2697513 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2703019.500000 Penalty: 4972.530273
	Iteration 1F: 3 clusters Score -2703020 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2703673.750000 Penalty: 4972.530273
	Iteration 2F: 3 clusters Score -2703674 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2704292.750000 Penalty: 4972.530273
	Iteration 3F: 3 clusters Score -2704293 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2704986.000000 Penalty: 4972.530273
	Iteration 4F: 3 clusters Score -2704986 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2705677.500000 Penalty: 4972.530273
	Iteration 5F: 3 clusters Score -2705678 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2706394.500000 Penalty: 4972.530273
	Iteration 6F: 3 clusters Score -2706394 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2707177.750000 Penalty: 4972.530273
	Iteration 7F: 3 clusters Score -2707178 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2707933.000000 Penalty: 4972.530273
	Iteration 8Q: 3 clusters Score -2707933 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2708612.750000 Penalty: 4972.530273
	Iteration 9Q: 3 clusters Score -2708613 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2709120.500000 Penalty: 4972.530273
	Iteration 10Q: 3 clusters Score -2709120 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2709507.750000 Penalty: 4972.530273
	Iteration 11Q: 3 clusters Score -2709508 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2709796.000000 Penalty: 4972.530273
	Iteration 12Q: 3 clusters Score -2709796 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2710007.750000 Penalty: 4972.530273
	Iteration 13Q: 3 clusters Score -2710008 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2710156.500000 Penalty: 4972.530273
	Iteration 14Q: 3 clusters Score -2710156 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2710302.000000 Penalty: 4972.530273
	Iteration 15Q: 3 clusters Score -2710302 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2710461.000000 Penalty: 4972.530273
	Iteration 16Q: 3 clusters Score -2710461 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2710577.000000 Penalty: 4972.530273
	Iteration 17Q: 3 clusters Score -2710577 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2710717.000000 Penalty: 4972.530273
	Iteration 18Q: 3 clusters Score -2710717 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2710915.750000 Penalty: 4972.530273
	Iteration 19Q: 3 clusters Score -2710916 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2711060.250000 Penalty: 4972.530273
	Iteration 20F: 3 clusters Score -2711060 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2711206.000000 Penalty: 4972.530273
	Iteration 21Q: 3 clusters Score -2711206 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2711302.250000 Penalty: 4972.530273
	Iteration 22Q: 3 clusters Score -2711302 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2711384.500000 Penalty: 4972.530273
	Iteration 23Q: 3 clusters Score -2711384 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2711440.500000 Penalty: 4972.530273
	Iteration 24Q: 3 clusters Score -2711440 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2711484.250000 Penalty: 4972.530273
	Iteration 25Q: 3 clusters Score -2711484 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2711509.500000 Penalty: 4972.530273
	Iteration 26Q: 3 clusters Score -2711510 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2711529.750000 Penalty: 4972.530273
	Iteration 27Q: 3 clusters Score -2711530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2711542.000000 Penalty: 4972.530273
	Iteration 28Q: 3 clusters Score -2711542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2711558.750000 Penalty: 4972.530273
	Iteration 29Q: 3 clusters Score -2711559 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2711569.250000 Penalty: 4972.530273
	Iteration 30Q: 3 clusters Score -2711569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2711579.500000 Penalty: 4972.530273
	Iteration 31Q: 3 clusters Score -2711580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2711595.250000 Penalty: 4972.530273
	Iteration 32Q: 3 clusters Score -2711595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2711605.500000 Penalty: 4972.530273
	Iteration 33Q: 3 clusters Score -2711606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2711607.250000 Penalty: 4972.530273
	Iteration 34Q: 3 clusters Score -2711607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2711614.500000 Penalty: 4972.530273
	Iteration 35Q: 3 clusters Score -2711614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2711623.000000 Penalty: 4972.530273
	Iteration 36Q: 3 clusters Score -2711623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2711625.000000 Penalty: 4972.530273
	Iteration 37Q: 3 clusters Score -2711625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2711634.250000 Penalty: 4972.530273
	Iteration 38Q: 3 clusters Score -2711634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2711636.000000 Penalty: 4972.530273
	Iteration 39Q: 3 clusters Score -2711636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2711643.500000 Penalty: 4972.530273
	Iteration 40F: 3 clusters Score -2711644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2711636.000000 Penalty: 4972.530273
	Iteration 41Q: 3 clusters Score -2711636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2711640.000000 Penalty: 4972.530273
	Iteration 42Q: 3 clusters Score -2711640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2711641.000000 Penalty: 4972.530273
	Iteration 43Q: 3 clusters Score -2711641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2711642.250000 Penalty: 4972.530273
	Iteration 44Q: 3 clusters Score -2711642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2711644.500000 Penalty: 4972.530273
	Iteration 45Q: 3 clusters Score -2711644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2711647.250000 Penalty: 4972.530273
	Iteration 46Q: 3 clusters Score -2711647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2711653.500000 Penalty: 4972.530273
	Iteration 47Q: 3 clusters Score -2711654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2711661.250000 Penalty: 4972.530273
	Iteration 48Q: 3 clusters Score -2711661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2711660.750000 Penalty: 4972.530273
	Iteration 49Q: 3 clusters Score -2711661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2711660.500000 Penalty: 4972.530273
	Iteration 50Q: 3 clusters Score -2711660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2711658.250000 Penalty: 4972.530273
	Iteration 51Q: 3 clusters Score -2711658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2711660.500000 Penalty: 4972.530273
	Iteration 52Q: 3 clusters Score -2711660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2711660.500000 Penalty: 4972.530273
	Iteration 53F: 3 clusters Score -2711660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Entering Unmasked Estep 
Score: -727030.062500 Penalty: 2169.500977
	Iteration 0F: 2 clusters Score -727030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -721701.125000 Penalty: 4339.001953
	Iteration 0F: 3 clusters Score -721701.1 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -723119.000000 Penalty: 4339.001953
	Iteration 1F: 3 clusters Score -723119 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -723384.312500 Penalty: 4339.001953
	Iteration 2F: 3 clusters Score -723384.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -723574.750000 Penalty: 4339.001953
	Iteration 3F: 3 clusters Score -723574.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -723736.750000 Penalty: 4339.001953
	Iteration 4Q: 3 clusters Score -723736.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -723865.437500 Penalty: 4339.001953
	Iteration 5Q: 3 clusters Score -723865.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -723998.687500 Penalty: 4339.001953
	Iteration 6Q: 3 clusters Score -723998.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -724144.937500 Penalty: 4339.001953
	Iteration 7Q: 3 clusters Score -724144.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -724284.687500 Penalty: 4339.001953
	Iteration 8Q: 3 clusters Score -724284.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -724410.500000 Penalty: 4339.001953
	Iteration 9Q: 3 clusters Score -724410.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -724543.937500 Penalty: 4339.001953
	Iteration 10Q: 3 clusters Score -724543.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -724649.937500 Penalty: 4339.001953
	Iteration 11Q: 3 clusters Score -724649.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -724761.500000 Penalty: 4339.001953
	Iteration 12Q: 3 clusters Score -724761.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -724851.250000 Penalty: 4339.001953
	Iteration 13Q: 3 clusters Score -724851.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -724918.250000 Penalty: 4339.001953
	Iteration 14Q: 3 clusters Score -724918.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -724965.937500 Penalty: 4339.001953
	Iteration 15Q: 3 clusters Score -724965.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -725000.500000 Penalty: 4339.001953
	Iteration 16Q: 3 clusters Score -725000.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -725026.687500 Penalty: 4339.001953
	Iteration 17Q: 3 clusters Score -725026.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -725056.000000 Penalty: 4339.001953
	Iteration 18Q: 3 clusters Score -725056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -725083.625000 Penalty: 4339.001953
	Iteration 19Q: 3 clusters Score -725083.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -725105.625000 Penalty: 4339.001953
	Iteration 20F: 3 clusters Score -725105.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -725126.687500 Penalty: 4339.001953
	Iteration 21Q: 3 clusters Score -725126.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -725141.812500 Penalty: 4339.001953
	Iteration 22Q: 3 clusters Score -725141.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -725154.937500 Penalty: 4339.001953
	Iteration 23Q: 3 clusters Score -725154.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -725159.375000 Penalty: 4339.001953
	Iteration 24Q: 3 clusters Score -725159.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -725167.812500 Penalty: 4339.001953
	Iteration 25Q: 3 clusters Score -725167.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -725175.562500 Penalty: 4339.001953
	Iteration 26Q: 3 clusters Score -725175.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -725183.625000 Penalty: 4339.001953
	Iteration 27Q: 3 clusters Score -725183.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -725191.312500 Penalty: 4339.001953
	Iteration 28Q: 3 clusters Score -725191.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -725193.812500 Penalty: 4339.001953
	Iteration 29Q: 3 clusters Score -725193.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -725195.875000 Penalty: 4339.001953
	Iteration 30Q: 3 clusters Score -725195.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -725196.875000 Penalty: 4339.001953
	Iteration 31Q: 3 clusters Score -725196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -725195.937500 Penalty: 4339.001953
	Iteration 32Q: 3 clusters Score -725195.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -725197.562500 Penalty: 4339.001953
	Iteration 33Q: 3 clusters Score -725197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -725199.187500 Penalty: 4339.001953
	Iteration 34Q: 3 clusters Score -725199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -725200.437500 Penalty: 4339.001953
	Iteration 35Q: 3 clusters Score -725200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -725201.625000 Penalty: 4339.001953
	Iteration 36Q: 3 clusters Score -725201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -725201.437500 Penalty: 4339.001953
	Iteration 37Q: 3 clusters Score -725201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -725201.437500 Penalty: 4339.001953
	Iteration 38F: 3 clusters Score -725201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -264742.187500 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -264742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -261769.406250 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -261769.4 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -262525.062500 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -262525.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -262825.250000 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -262825.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -263106.406250 Penalty: 3902.464111
	Iteration 3F: 3 clusters Score -263106.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -263306.031250 Penalty: 3902.464111
	Iteration 4F: 3 clusters Score -263306 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -263472.687500 Penalty: 3902.464111
	Iteration 5F: 3 clusters Score -263472.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -263581.156250 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -263581.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -263668.593750 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -263668.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -263737.312500 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -263737.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -263776.406250 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -263776.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -263802.218750 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -263802.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -263821.687500 Penalty: 3902.464111
	Iteration 11Q: 3 clusters Score -263821.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -263834.156250 Penalty: 3902.464111
	Iteration 12Q: 3 clusters Score -263834.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -263842.500000 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -263842.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -263852.406250 Penalty: 3902.464111
	Iteration 14Q: 3 clusters Score -263852.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -263859.062500 Penalty: 3902.464111
	Iteration 15Q: 3 clusters Score -263859.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -263863.531250 Penalty: 3902.464111
	Iteration 16Q: 3 clusters Score -263863.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -263865.656250 Penalty: 3902.464111
	Iteration 17Q: 3 clusters Score -263865.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -263866.312500 Penalty: 3902.464111
	Iteration 18Q: 3 clusters Score -263866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -263868.187500 Penalty: 3902.464111
	Iteration 19Q: 3 clusters Score -263868.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -263873.218750 Penalty: 3902.464111
	Iteration 20F: 3 clusters Score -263873.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -263877.906250 Penalty: 3902.464111
	Iteration 21Q: 3 clusters Score -263877.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -263881.218750 Penalty: 3902.464111
	Iteration 22Q: 3 clusters Score -263881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -263881.437500 Penalty: 3902.464111
	Iteration 23Q: 3 clusters Score -263881.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -263881.437500 Penalty: 3902.464111
	Iteration 24F: 3 clusters Score -263881.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Entering Unmasked Estep 
Score: -3946871.500000 Penalty: 2576.707275
	Iteration 0F: 2 clusters Score -3946872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3924656.500000 Penalty: 5153.414551
	Iteration 0F: 3 clusters Score -3924656 nChanged 14764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3932712.250000 Penalty: 5153.414551
	Iteration 1F: 3 clusters Score -3932712 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3933464.750000 Penalty: 5153.414551
	Iteration 2Q: 3 clusters Score -3933465 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3934355.250000 Penalty: 5153.414551
	Iteration 3F: 3 clusters Score -3934355 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3935452.000000 Penalty: 5153.414551
	Iteration 4F: 3 clusters Score -3935452 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3936715.000000 Penalty: 5153.414551
	Iteration 5F: 3 clusters Score -3936715 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3938202.000000 Penalty: 5153.414551
	Iteration 6F: 3 clusters Score -3938202 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3939879.500000 Penalty: 5153.414551
	Iteration 7F: 3 clusters Score -3939880 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3941549.000000 Penalty: 5153.414551
	Iteration 8F: 3 clusters Score -3941549 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3942919.250000 Penalty: 5153.414551
	Iteration 9F: 3 clusters Score -3942919 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3944009.000000 Penalty: 5153.414551
	Iteration 10Q: 3 clusters Score -3944009 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3944944.000000 Penalty: 5153.414551
	Iteration 11Q: 3 clusters Score -3944944 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -3945743.500000 Penalty: 5153.414551
	Iteration 12Q: 3 clusters Score -3945744 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3946269.750000 Penalty: 5153.414551
	Iteration 13Q: 3 clusters Score -3946270 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3946522.000000 Penalty: 5153.414551
	Iteration 14Q: 3 clusters Score -3946522 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3946655.250000 Penalty: 5153.414551
	Iteration 15Q: 3 clusters Score -3946655 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3946724.250000 Penalty: 5153.414551
	Iteration 16Q: 3 clusters Score -3946724 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3946775.000000 Penalty: 5153.414551
	Iteration 17Q: 3 clusters Score -3946775 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3946795.000000 Penalty: 5153.414551
	Iteration 18Q: 3 clusters Score -3946795 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3946824.750000 Penalty: 5153.414551
	Iteration 19Q: 3 clusters Score -3946825 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3946839.750000 Penalty: 5153.414551
	Iteration 20F: 3 clusters Score -3946840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3946858.750000 Penalty: 5153.414551
	Iteration 21Q: 3 clusters Score -3946859 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3946871.750000 Penalty: 5153.414551
	Iteration 22Q: 3 clusters Score -3946872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3946885.250000 Penalty: 5153.414551
	Iteration 23Q: 3 clusters Score -3946885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3946891.250000 Penalty: 5153.414551
	Iteration 24Q: 3 clusters Score -3946891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3946898.750000 Penalty: 5153.414551
	Iteration 25Q: 3 clusters Score -3946899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3946900.500000 Penalty: 5153.414551
	Iteration 26Q: 3 clusters Score -3946900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3946905.500000 Penalty: 5153.414551
	Iteration 27Q: 3 clusters Score -3946906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3946897.750000 Penalty: 5153.414551
	Iteration 28Q: 3 clusters Score -3946898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3946905.000000 Penalty: 5153.414551
	Iteration 29Q: 3 clusters Score -3946905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3946905.500000 Penalty: 5153.414551
	Iteration 30Q: 3 clusters Score -3946906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3946904.750000 Penalty: 5153.414551
	Iteration 31Q: 3 clusters Score -3946905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3946906.000000 Penalty: 5153.414551
	Iteration 32Q: 3 clusters Score -3946906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3946909.500000 Penalty: 5153.414551
	Iteration 33Q: 3 clusters Score -3946910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3946906.750000 Penalty: 5153.414551
	Iteration 34Q: 3 clusters Score -3946907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3946913.500000 Penalty: 5153.414551
	Iteration 35Q: 3 clusters Score -3946914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3946914.000000 Penalty: 5153.414551
	Iteration 36Q: 3 clusters Score -3946914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3946919.000000 Penalty: 5153.414551
	Iteration 37Q: 3 clusters Score -3946919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3946912.000000 Penalty: 5153.414551
	Iteration 38Q: 3 clusters Score -3946912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3946913.500000 Penalty: 5153.414551
	Iteration 39Q: 3 clusters Score -3946914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3946912.500000 Penalty: 5153.414551
	Iteration 40F: 3 clusters Score -3946912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 29663 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 2868 members 
Entering Unmasked Estep 
Score: -154542560.000000 Penalty: 293480.187500
Splitting cluster 7 changes total score from -154543520.000000 to -154542560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (136497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136497 members 
Entering Unmasked Estep 
Score: -16564025.000000 Penalty: 2932.366211
	Iteration 0F: 2 clusters Score -1.656402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -16472659.000000 Penalty: 5864.732422
	Iteration 0F: 3 clusters Score -1.647266e+07 nChanged 65197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -16510510.000000 Penalty: 5864.732422
	Iteration 1F: 3 clusters Score -1.651051e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 66186 members 
Entering Unmasked Estep 
Score: -16511343.000000 Penalty: 5864.732422
	Iteration 2Q: 3 clusters Score -1.651134e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -16512181.000000 Penalty: 5864.732422
	Iteration 3Q: 3 clusters Score -1.651218e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -16513263.000000 Penalty: 5864.732422
	Iteration 4Q: 3 clusters Score -1.651326e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -16514701.000000 Penalty: 5864.732422
	Iteration 5Q: 3 clusters Score -1.65147e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -16516729.000000 Penalty: 5864.732422
	Iteration 6Q: 3 clusters Score -1.651673e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -16519826.000000 Penalty: 5864.732422
	Iteration 7Q: 3 clusters Score -1.651983e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90602 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -16524441.000000 Penalty: 5864.732422
	Iteration 8F: 3 clusters Score -1.652444e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99023 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -16531128.000000 Penalty: 5864.732422
	Iteration 9F: 3 clusters Score -1.653113e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108371 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -16539364.000000 Penalty: 5864.732422
	Iteration 10F: 3 clusters Score -1.653936e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116765 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -16546971.000000 Penalty: 5864.732422
	Iteration 11F: 3 clusters Score -1.654697e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122911 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -16552390.000000 Penalty: 5864.732422
	Iteration 12Q: 3 clusters Score -1.655239e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126915 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -16555731.000000 Penalty: 5864.732422
	Iteration 13Q: 3 clusters Score -1.655573e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129593 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -16557898.000000 Penalty: 5864.732422
	Iteration 14Q: 3 clusters Score -1.65579e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131403 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -16559294.000000 Penalty: 5864.732422
	Iteration 15Q: 3 clusters Score -1.655929e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132576 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -16560105.000000 Penalty: 5864.732422
	Iteration 16Q: 3 clusters Score -1.65601e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133345 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -16560652.000000 Penalty: 5864.732422
	Iteration 17Q: 3 clusters Score -1.656065e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133887 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -16561011.000000 Penalty: 5864.732422
	Iteration 18Q: 3 clusters Score -1.656101e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134254 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -16561220.000000 Penalty: 5864.732422
	Iteration 19Q: 3 clusters Score -1.656122e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134509 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -16561435.000000 Penalty: 5864.732422
	Iteration 20F: 3 clusters Score -1.656144e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134693 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -16561565.000000 Penalty: 5864.732422
	Iteration 21Q: 3 clusters Score -1.656156e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134838 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -16561641.000000 Penalty: 5864.732422
	Iteration 22Q: 3 clusters Score -1.656164e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134944 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -16561683.000000 Penalty: 5864.732422
	Iteration 23Q: 3 clusters Score -1.656168e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135017 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -16561741.000000 Penalty: 5864.732422
	Iteration 24Q: 3 clusters Score -1.656174e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135066 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -16561758.000000 Penalty: 5864.732422
	Iteration 25Q: 3 clusters Score -1.656176e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135111 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -16561781.000000 Penalty: 5864.732422
	Iteration 26Q: 3 clusters Score -1.656178e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135139 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -16561764.000000 Penalty: 5864.732422
	Iteration 27Q: 3 clusters Score -1.656176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135161 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -16561795.000000 Penalty: 5864.732422
	Iteration 28Q: 3 clusters Score -1.65618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135182 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -16561800.000000 Penalty: 5864.732422
	Iteration 29Q: 3 clusters Score -1.65618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135202 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -16561798.000000 Penalty: 5864.732422
	Iteration 30Q: 3 clusters Score -1.65618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135213 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -16561802.000000 Penalty: 5864.732422
	Iteration 31Q: 3 clusters Score -1.65618e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135230 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16561797.000000 Penalty: 5864.732422
	Iteration 32Q: 3 clusters Score -1.65618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135237 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -16561806.000000 Penalty: 5864.732422
	Iteration 33Q: 3 clusters Score -1.656181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135242 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -16561813.000000 Penalty: 5864.732422
	Iteration 34Q: 3 clusters Score -1.656181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135245 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -16561814.000000 Penalty: 5864.732422
	Iteration 35Q: 3 clusters Score -1.656181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135249 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -16561814.000000 Penalty: 5864.732422
	Iteration 36Q: 3 clusters Score -1.656181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135252 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -16561816.000000 Penalty: 5864.732422
	Iteration 37Q: 3 clusters Score -1.656182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135254 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -16561815.000000 Penalty: 5864.732422
	Iteration 38Q: 3 clusters Score -1.656182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135257 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -16561816.000000 Penalty: 5864.732422
	Iteration 39Q: 3 clusters Score -1.656182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135258 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -16561830.000000 Penalty: 5864.732422
	Iteration 40F: 3 clusters Score -1.656183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -88249.546875 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -88249.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86737.328125 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -86737.33 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87089.437500 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -87089.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -87283.156250 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -87283.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -87449.015625 Penalty: 3141.306641
	Iteration 3F: 3 clusters Score -87449.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -87626.195312 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -87626.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -87690.625000 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -87690.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -87714.570312 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -87714.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -87729.945312 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -87729.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -87720.054688 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -87720.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -87737.843750 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -87737.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -87735.734375 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -87735.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -87754.687500 Penalty: 3141.306641
	Iteration 11Q: 3 clusters Score -87754.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -87771.710938 Penalty: 3141.306641
	Iteration 12Q: 3 clusters Score -87771.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -87760.718750 Penalty: 3141.306641
	Iteration 13Q: 3 clusters Score -87760.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -87770.187500 Penalty: 3141.306641
	Iteration 14Q: 3 clusters Score -87770.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -87770.570312 Penalty: 3141.306641
	Iteration 15F: 3 clusters Score -87770.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -87756.320312 Penalty: 3141.306641
	Iteration 16Q: 3 clusters Score -87756.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -87770.164062 Penalty: 3141.306641
	Iteration 17Q: 3 clusters Score -87770.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -87770.164062 Penalty: 3141.306641
	Iteration 18F: 3 clusters Score -87770.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Entering Unmasked Estep 
Score: -1336150.750000 Penalty: 2309.217529
	Iteration 0F: 2 clusters Score -1336151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1327800.125000 Penalty: 4618.435059
	Iteration 0F: 3 clusters Score -1327800 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1330307.500000 Penalty: 4618.435059
	Iteration 1F: 3 clusters Score -1330308 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1330678.875000 Penalty: 4618.435059
	Iteration 2F: 3 clusters Score -1330679 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1331006.750000 Penalty: 4618.435059
	Iteration 3F: 3 clusters Score -1331007 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1331387.500000 Penalty: 4618.435059
	Iteration 4F: 3 clusters Score -1331388 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1331886.750000 Penalty: 4618.435059
	Iteration 5F: 3 clusters Score -1331887 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1332500.875000 Penalty: 4618.435059
	Iteration 6F: 3 clusters Score -1332501 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1333147.625000 Penalty: 4618.435059
	Iteration 7F: 3 clusters Score -1333148 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1333698.000000 Penalty: 4618.435059
	Iteration 8F: 3 clusters Score -1333698 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1334093.750000 Penalty: 4618.435059
	Iteration 9Q: 3 clusters Score -1334094 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1334337.750000 Penalty: 4618.435059
	Iteration 10Q: 3 clusters Score -1334338 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1334495.875000 Penalty: 4618.435059
	Iteration 11Q: 3 clusters Score -1334496 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1334621.125000 Penalty: 4618.435059
	Iteration 12Q: 3 clusters Score -1334621 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1334690.250000 Penalty: 4618.435059
	Iteration 13Q: 3 clusters Score -1334690 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1334745.125000 Penalty: 4618.435059
	Iteration 14Q: 3 clusters Score -1334745 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1334787.375000 Penalty: 4618.435059
	Iteration 15Q: 3 clusters Score -1334787 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1334823.500000 Penalty: 4618.435059
	Iteration 16Q: 3 clusters Score -1334824 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1334847.250000 Penalty: 4618.435059
	Iteration 17Q: 3 clusters Score -1334847 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1334871.625000 Penalty: 4618.435059
	Iteration 18Q: 3 clusters Score -1334872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1334889.750000 Penalty: 4618.435059
	Iteration 19Q: 3 clusters Score -1334890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1334901.250000 Penalty: 4618.435059
	Iteration 20F: 3 clusters Score -1334901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1334916.500000 Penalty: 4618.435059
	Iteration 21Q: 3 clusters Score -1334916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1334925.375000 Penalty: 4618.435059
	Iteration 22Q: 3 clusters Score -1334925 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1334931.625000 Penalty: 4618.435059
	Iteration 23Q: 3 clusters Score -1334932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1334936.500000 Penalty: 4618.435059
	Iteration 24Q: 3 clusters Score -1334936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1334942.500000 Penalty: 4618.435059
	Iteration 25Q: 3 clusters Score -1334942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1334950.750000 Penalty: 4618.435059
	Iteration 26Q: 3 clusters Score -1334951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1334953.500000 Penalty: 4618.435059
	Iteration 27Q: 3 clusters Score -1334954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1334955.625000 Penalty: 4618.435059
	Iteration 28Q: 3 clusters Score -1334956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1334959.750000 Penalty: 4618.435059
	Iteration 29Q: 3 clusters Score -1334960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1334959.750000 Penalty: 4618.435059
	Iteration 30Q: 3 clusters Score -1334960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1334964.875000 Penalty: 4618.435059
	Iteration 31Q: 3 clusters Score -1334965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1334972.250000 Penalty: 4618.435059
	Iteration 32Q: 3 clusters Score -1334972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1334975.875000 Penalty: 4618.435059
	Iteration 33Q: 3 clusters Score -1334976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1334978.875000 Penalty: 4618.435059
	Iteration 34Q: 3 clusters Score -1334979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1334986.625000 Penalty: 4618.435059
	Iteration 35Q: 3 clusters Score -1334987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1334981.250000 Penalty: 4618.435059
	Iteration 36Q: 3 clusters Score -1334981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1334985.125000 Penalty: 4618.435059
	Iteration 37Q: 3 clusters Score -1334985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1334988.000000 Penalty: 4618.435059
	Iteration 38Q: 3 clusters Score -1334988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1334987.750000 Penalty: 4618.435059
	Iteration 39Q: 3 clusters Score -1334988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1334986.500000 Penalty: 4618.435059
	Iteration 40F: 3 clusters Score -1334986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1334987.000000 Penalty: 4618.435059
	Iteration 41Q: 3 clusters Score -1334987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1334985.875000 Penalty: 4618.435059
	Iteration 42Q: 3 clusters Score -1334986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1334985.875000 Penalty: 4618.435059
	Iteration 43F: 3 clusters Score -1334986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -1036194.937500 Penalty: 2247.652832
	Iteration 0F: 2 clusters Score -1036195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1029367.625000 Penalty: 4495.305664
	Iteration 0F: 3 clusters Score -1029368 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1031342.000000 Penalty: 4495.305664
	Iteration 1F: 3 clusters Score -1031342 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1031711.812500 Penalty: 4495.305664
	Iteration 2F: 3 clusters Score -1031712 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1031988.000000 Penalty: 4495.305664
	Iteration 3F: 3 clusters Score -1031988 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1032271.375000 Penalty: 4495.305664
	Iteration 4F: 3 clusters Score -1032271 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1032567.500000 Penalty: 4495.305664
	Iteration 5Q: 3 clusters Score -1032568 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1032838.625000 Penalty: 4495.305664
	Iteration 6Q: 3 clusters Score -1032839 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1033070.375000 Penalty: 4495.305664
	Iteration 7Q: 3 clusters Score -1033070 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1033261.062500 Penalty: 4495.305664
	Iteration 8Q: 3 clusters Score -1033261 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1033418.250000 Penalty: 4495.305664
	Iteration 9Q: 3 clusters Score -1033418 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1033552.687500 Penalty: 4495.305664
	Iteration 10Q: 3 clusters Score -1033553 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1033667.187500 Penalty: 4495.305664
	Iteration 11Q: 3 clusters Score -1033667 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1033758.687500 Penalty: 4495.305664
	Iteration 12Q: 3 clusters Score -1033759 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1033827.500000 Penalty: 4495.305664
	Iteration 13Q: 3 clusters Score -1033828 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1033872.687500 Penalty: 4495.305664
	Iteration 14Q: 3 clusters Score -1033873 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1033911.750000 Penalty: 4495.305664
	Iteration 15Q: 3 clusters Score -1033912 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1033949.937500 Penalty: 4495.305664
	Iteration 16Q: 3 clusters Score -1033950 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1033987.562500 Penalty: 4495.305664
	Iteration 17Q: 3 clusters Score -1033988 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1034026.062500 Penalty: 4495.305664
	Iteration 18Q: 3 clusters Score -1034026 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1034059.625000 Penalty: 4495.305664
	Iteration 19Q: 3 clusters Score -1034060 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1034103.187500 Penalty: 4495.305664
	Iteration 20F: 3 clusters Score -1034103 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1034138.000000 Penalty: 4495.305664
	Iteration 21Q: 3 clusters Score -1034138 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1034163.437500 Penalty: 4495.305664
	Iteration 22Q: 3 clusters Score -1034163 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1034188.125000 Penalty: 4495.305664
	Iteration 23Q: 3 clusters Score -1034188 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1034208.875000 Penalty: 4495.305664
	Iteration 24Q: 3 clusters Score -1034209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1034223.375000 Penalty: 4495.305664
	Iteration 25Q: 3 clusters Score -1034223 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1034240.187500 Penalty: 4495.305664
	Iteration 26Q: 3 clusters Score -1034240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1034248.437500 Penalty: 4495.305664
	Iteration 27Q: 3 clusters Score -1034248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1034261.062500 Penalty: 4495.305664
	Iteration 28Q: 3 clusters Score -1034261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1034273.687500 Penalty: 4495.305664
	Iteration 29Q: 3 clusters Score -1034274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1034282.500000 Penalty: 4495.305664
	Iteration 30Q: 3 clusters Score -1034282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1034296.250000 Penalty: 4495.305664
	Iteration 31Q: 3 clusters Score -1034296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1034301.562500 Penalty: 4495.305664
	Iteration 32Q: 3 clusters Score -1034302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1034304.687500 Penalty: 4495.305664
	Iteration 33Q: 3 clusters Score -1034305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1034310.500000 Penalty: 4495.305664
	Iteration 34Q: 3 clusters Score -1034310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1034314.312500 Penalty: 4495.305664
	Iteration 35Q: 3 clusters Score -1034314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1034319.937500 Penalty: 4495.305664
	Iteration 36Q: 3 clusters Score -1034320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1034328.812500 Penalty: 4495.305664
	Iteration 37Q: 3 clusters Score -1034329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1034332.687500 Penalty: 4495.305664
	Iteration 38Q: 3 clusters Score -1034333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1034336.312500 Penalty: 4495.305664
	Iteration 39Q: 3 clusters Score -1034336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1034342.937500 Penalty: 4495.305664
	Iteration 40F: 3 clusters Score -1034343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1034346.562500 Penalty: 4495.305664
	Iteration 41Q: 3 clusters Score -1034347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1034350.062500 Penalty: 4495.305664
	Iteration 42Q: 3 clusters Score -1034350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1034350.687500 Penalty: 4495.305664
	Iteration 43Q: 3 clusters Score -1034351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1034354.875000 Penalty: 4495.305664
	Iteration 44Q: 3 clusters Score -1034355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1034354.812500 Penalty: 4495.305664
	Iteration 45Q: 3 clusters Score -1034355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1034358.375000 Penalty: 4495.305664
	Iteration 46Q: 3 clusters Score -1034358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1034358.625000 Penalty: 4495.305664
	Iteration 47Q: 3 clusters Score -1034359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1034359.437500 Penalty: 4495.305664
	Iteration 48Q: 3 clusters Score -1034359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1034361.625000 Penalty: 4495.305664
	Iteration 49Q: 3 clusters Score -1034362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1034361.187500 Penalty: 4495.305664
	Iteration 50Q: 3 clusters Score -1034361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1034362.125000 Penalty: 4495.305664
	Iteration 51Q: 3 clusters Score -1034362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1034363.125000 Penalty: 4495.305664
	Iteration 52Q: 3 clusters Score -1034363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1034364.500000 Penalty: 4495.305664
	Iteration 53Q: 3 clusters Score -1034364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1034364.500000 Penalty: 4495.305664
	Iteration 54F: 3 clusters Score -1034364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Entering Unmasked Estep 
Score: -2013192.750000 Penalty: 2403.515137
	Iteration 0F: 2 clusters Score -2013193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2001541.375000 Penalty: 4807.030273
	Iteration 0F: 3 clusters Score -2001541 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2005495.250000 Penalty: 4807.030273
	Iteration 1F: 3 clusters Score -2005495 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2006002.625000 Penalty: 4807.030273
	Iteration 2F: 3 clusters Score -2006003 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2006495.125000 Penalty: 4807.030273
	Iteration 3F: 3 clusters Score -2006495 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2007118.000000 Penalty: 4807.030273
	Iteration 4F: 3 clusters Score -2007118 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2007913.500000 Penalty: 4807.030273
	Iteration 5F: 3 clusters Score -2007914 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2008782.625000 Penalty: 4807.030273
	Iteration 6F: 3 clusters Score -2008783 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2009541.625000 Penalty: 4807.030273
	Iteration 7F: 3 clusters Score -2009542 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2010072.375000 Penalty: 4807.030273
	Iteration 8Q: 3 clusters Score -2010072 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2010366.500000 Penalty: 4807.030273
	Iteration 9Q: 3 clusters Score -2010366 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2010541.625000 Penalty: 4807.030273
	Iteration 10Q: 3 clusters Score -2010542 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2010662.250000 Penalty: 4807.030273
	Iteration 11Q: 3 clusters Score -2010662 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2010744.250000 Penalty: 4807.030273
	Iteration 12Q: 3 clusters Score -2010744 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2010823.625000 Penalty: 4807.030273
	Iteration 13Q: 3 clusters Score -2010824 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2010887.375000 Penalty: 4807.030273
	Iteration 14Q: 3 clusters Score -2010887 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2010936.375000 Penalty: 4807.030273
	Iteration 15Q: 3 clusters Score -2010936 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2010983.750000 Penalty: 4807.030273
	Iteration 16Q: 3 clusters Score -2010984 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2011023.000000 Penalty: 4807.030273
	Iteration 17Q: 3 clusters Score -2011023 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2011051.875000 Penalty: 4807.030273
	Iteration 18Q: 3 clusters Score -2011052 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2011079.875000 Penalty: 4807.030273
	Iteration 19Q: 3 clusters Score -2011080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2011107.000000 Penalty: 4807.030273
	Iteration 20F: 3 clusters Score -2011107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2011135.375000 Penalty: 4807.030273
	Iteration 21Q: 3 clusters Score -2011135 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2011154.000000 Penalty: 4807.030273
	Iteration 22Q: 3 clusters Score -2011154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2011173.125000 Penalty: 4807.030273
	Iteration 23Q: 3 clusters Score -2011173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2011195.500000 Penalty: 4807.030273
	Iteration 24Q: 3 clusters Score -2011196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2011208.750000 Penalty: 4807.030273
	Iteration 25Q: 3 clusters Score -2011209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2011220.625000 Penalty: 4807.030273
	Iteration 26Q: 3 clusters Score -2011221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2011229.125000 Penalty: 4807.030273
	Iteration 27Q: 3 clusters Score -2011229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2011232.750000 Penalty: 4807.030273
	Iteration 28Q: 3 clusters Score -2011233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2011234.625000 Penalty: 4807.030273
	Iteration 29Q: 3 clusters Score -2011235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2011238.375000 Penalty: 4807.030273
	Iteration 30Q: 3 clusters Score -2011238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2011238.500000 Penalty: 4807.030273
	Iteration 31Q: 3 clusters Score -2011238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2011243.125000 Penalty: 4807.030273
	Iteration 32Q: 3 clusters Score -2011243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2011244.125000 Penalty: 4807.030273
	Iteration 33Q: 3 clusters Score -2011244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2011247.500000 Penalty: 4807.030273
	Iteration 34Q: 3 clusters Score -2011248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2011252.000000 Penalty: 4807.030273
	Iteration 35Q: 3 clusters Score -2011252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2011252.250000 Penalty: 4807.030273
	Iteration 36Q: 3 clusters Score -2011252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2011255.500000 Penalty: 4807.030273
	Iteration 37Q: 3 clusters Score -2011256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2011261.750000 Penalty: 4807.030273
	Iteration 38Q: 3 clusters Score -2011262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2011260.500000 Penalty: 4807.030273
	Iteration 39Q: 3 clusters Score -2011260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2011261.875000 Penalty: 4807.030273
	Iteration 40F: 3 clusters Score -2011262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2011264.500000 Penalty: 4807.030273
	Iteration 41Q: 3 clusters Score -2011264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2011265.000000 Penalty: 4807.030273
	Iteration 42Q: 3 clusters Score -2011265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2011260.125000 Penalty: 4807.030273
	Iteration 43Q: 3 clusters Score -2011260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2011265.125000 Penalty: 4807.030273
	Iteration 44Q: 3 clusters Score -2011265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2011266.000000 Penalty: 4807.030273
	Iteration 45Q: 3 clusters Score -2011266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2011266.375000 Penalty: 4807.030273
	Iteration 46Q: 3 clusters Score -2011266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2011268.625000 Penalty: 4807.030273
	Iteration 47Q: 3 clusters Score -2011269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2011269.750000 Penalty: 4807.030273
	Iteration 48Q: 3 clusters Score -2011270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2011269.250000 Penalty: 4807.030273
	Iteration 49Q: 3 clusters Score -2011269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2011270.375000 Penalty: 4807.030273
	Iteration 50Q: 3 clusters Score -2011270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2011271.500000 Penalty: 4807.030273
	Iteration 51Q: 3 clusters Score -2011272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2011272.125000 Penalty: 4807.030273
	Iteration 52Q: 3 clusters Score -2011272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2011272.500000 Penalty: 4807.030273
	Iteration 53Q: 3 clusters Score -2011272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2011274.250000 Penalty: 4807.030273
	Iteration 54Q: 3 clusters Score -2011274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2011277.250000 Penalty: 4807.030273
	Iteration 55Q: 3 clusters Score -2011277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2011280.875000 Penalty: 4807.030273
	Iteration 56Q: 3 clusters Score -2011281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2011283.125000 Penalty: 4807.030273
	Iteration 57Q: 3 clusters Score -2011283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2011286.250000 Penalty: 4807.030273
	Iteration 58Q: 3 clusters Score -2011286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2011285.625000 Penalty: 4807.030273
	Iteration 59Q: 3 clusters Score -2011286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2011288.000000 Penalty: 4807.030273
	Iteration 60F: 3 clusters Score -2011288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2011293.750000 Penalty: 4807.030273
	Iteration 61Q: 3 clusters Score -2011294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2011298.125000 Penalty: 4807.030273
	Iteration 62Q: 3 clusters Score -2011298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2011298.125000 Penalty: 4807.030273
	Iteration 63F: 3 clusters Score -2011298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Entering Unmasked Estep 
Score: -1986616.125000 Penalty: 2398.405029
	Iteration 0F: 2 clusters Score -1986616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1975155.625000 Penalty: 4796.810059
	Iteration 0F: 3 clusters Score -1975156 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1978877.250000 Penalty: 4796.810059
	Iteration 1F: 3 clusters Score -1978877 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1979192.000000 Penalty: 4796.810059
	Iteration 2F: 3 clusters Score -1979192 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1979420.125000 Penalty: 4796.810059
	Iteration 3Q: 3 clusters Score -1979420 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1979622.875000 Penalty: 4796.810059
	Iteration 4Q: 3 clusters Score -1979623 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1979821.250000 Penalty: 4796.810059
	Iteration 5Q: 3 clusters Score -1979821 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1980034.375000 Penalty: 4796.810059
	Iteration 6Q: 3 clusters Score -1980034 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1980311.375000 Penalty: 4796.810059
	Iteration 7Q: 3 clusters Score -1980311 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1980624.500000 Penalty: 4796.810059
	Iteration 8Q: 3 clusters Score -1980624 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1981011.875000 Penalty: 4796.810059
	Iteration 9Q: 3 clusters Score -1981012 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1981452.625000 Penalty: 4796.810059
	Iteration 10Q: 3 clusters Score -1981453 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1981986.500000 Penalty: 4796.810059
	Iteration 11Q: 3 clusters Score -1981986 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1982548.375000 Penalty: 4796.810059
	Iteration 12Q: 3 clusters Score -1982548 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1983066.875000 Penalty: 4796.810059
	Iteration 13Q: 3 clusters Score -1983067 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1983462.250000 Penalty: 4796.810059
	Iteration 14Q: 3 clusters Score -1983462 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1983785.000000 Penalty: 4796.810059
	Iteration 15Q: 3 clusters Score -1983785 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1984047.875000 Penalty: 4796.810059
	Iteration 16Q: 3 clusters Score -1984048 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1984211.125000 Penalty: 4796.810059
	Iteration 17Q: 3 clusters Score -1984211 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1984327.375000 Penalty: 4796.810059
	Iteration 18Q: 3 clusters Score -1984327 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1984397.875000 Penalty: 4796.810059
	Iteration 19Q: 3 clusters Score -1984398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1984436.000000 Penalty: 4796.810059
	Iteration 20F: 3 clusters Score -1984436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1984484.375000 Penalty: 4796.810059
	Iteration 21Q: 3 clusters Score -1984484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1984515.750000 Penalty: 4796.810059
	Iteration 22Q: 3 clusters Score -1984516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1984541.250000 Penalty: 4796.810059
	Iteration 23Q: 3 clusters Score -1984541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1984556.375000 Penalty: 4796.810059
	Iteration 24Q: 3 clusters Score -1984556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1984564.250000 Penalty: 4796.810059
	Iteration 25Q: 3 clusters Score -1984564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1984569.250000 Penalty: 4796.810059
	Iteration 26Q: 3 clusters Score -1984569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1984576.250000 Penalty: 4796.810059
	Iteration 27Q: 3 clusters Score -1984576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1984585.125000 Penalty: 4796.810059
	Iteration 28Q: 3 clusters Score -1984585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1984587.125000 Penalty: 4796.810059
	Iteration 29Q: 3 clusters Score -1984587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1984587.750000 Penalty: 4796.810059
	Iteration 30Q: 3 clusters Score -1984588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1984587.750000 Penalty: 4796.810059
	Iteration 31F: 3 clusters Score -1984588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -459373.281250 Penalty: 2049.817627
	Iteration 0F: 2 clusters Score -459373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -455569.031250 Penalty: 4099.635254
	Iteration 0F: 3 clusters Score -455569 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -456473.531250 Penalty: 4099.635254
	Iteration 1F: 3 clusters Score -456473.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -456714.687500 Penalty: 4099.635254
	Iteration 2F: 3 clusters Score -456714.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -456905.968750 Penalty: 4099.635254
	Iteration 3F: 3 clusters Score -456906 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -457082.218750 Penalty: 4099.635254
	Iteration 4Q: 3 clusters Score -457082.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -457319.750000 Penalty: 4099.635254
	Iteration 5F: 3 clusters Score -457319.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -457605.750000 Penalty: 4099.635254
	Iteration 6F: 3 clusters Score -457605.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -457855.281250 Penalty: 4099.635254
	Iteration 7F: 3 clusters Score -457855.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -458071.625000 Penalty: 4099.635254
	Iteration 8F: 3 clusters Score -458071.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -458225.781250 Penalty: 4099.635254
	Iteration 9Q: 3 clusters Score -458225.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -458329.312500 Penalty: 4099.635254
	Iteration 10Q: 3 clusters Score -458329.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -458399.468750 Penalty: 4099.635254
	Iteration 11Q: 3 clusters Score -458399.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -458440.812500 Penalty: 4099.635254
	Iteration 12Q: 3 clusters Score -458440.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -458463.531250 Penalty: 4099.635254
	Iteration 13Q: 3 clusters Score -458463.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -458481.593750 Penalty: 4099.635254
	Iteration 14Q: 3 clusters Score -458481.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -458496.125000 Penalty: 4099.635254
	Iteration 15Q: 3 clusters Score -458496.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -458506.750000 Penalty: 4099.635254
	Iteration 16Q: 3 clusters Score -458506.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -458512.218750 Penalty: 4099.635254
	Iteration 17Q: 3 clusters Score -458512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -458515.343750 Penalty: 4099.635254
	Iteration 18Q: 3 clusters Score -458515.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -458519.656250 Penalty: 4099.635254
	Iteration 19Q: 3 clusters Score -458519.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -458524.250000 Penalty: 4099.635254
	Iteration 20F: 3 clusters Score -458524.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -458528.031250 Penalty: 4099.635254
	Iteration 21Q: 3 clusters Score -458528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -458530.500000 Penalty: 4099.635254
	Iteration 22Q: 3 clusters Score -458530.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -458534.343750 Penalty: 4099.635254
	Iteration 23Q: 3 clusters Score -458534.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -458537.750000 Penalty: 4099.635254
	Iteration 24Q: 3 clusters Score -458537.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -458540.468750 Penalty: 4099.635254
	Iteration 25Q: 3 clusters Score -458540.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -458543.843750 Penalty: 4099.635254
	Iteration 26Q: 3 clusters Score -458543.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -458547.843750 Penalty: 4099.635254
	Iteration 27Q: 3 clusters Score -458547.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -458555.812500 Penalty: 4099.635254
	Iteration 28Q: 3 clusters Score -458555.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -458562.468750 Penalty: 4099.635254
	Iteration 29Q: 3 clusters Score -458562.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -458569.062500 Penalty: 4099.635254
	Iteration 30Q: 3 clusters Score -458569.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -458573.281250 Penalty: 4099.635254
	Iteration 31Q: 3 clusters Score -458573.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -458581.593750 Penalty: 4099.635254
	Iteration 32Q: 3 clusters Score -458581.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -458590.218750 Penalty: 4099.635254
	Iteration 33Q: 3 clusters Score -458590.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -458599.843750 Penalty: 4099.635254
	Iteration 34Q: 3 clusters Score -458599.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -458607.312500 Penalty: 4099.635254
	Iteration 35Q: 3 clusters Score -458607.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -458615.531250 Penalty: 4099.635254
	Iteration 36Q: 3 clusters Score -458615.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -458619.968750 Penalty: 4099.635254
	Iteration 37Q: 3 clusters Score -458620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -458623.750000 Penalty: 4099.635254
	Iteration 38Q: 3 clusters Score -458623.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -458627.843750 Penalty: 4099.635254
	Iteration 39Q: 3 clusters Score -458627.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -458629.937500 Penalty: 4099.635254
	Iteration 40F: 3 clusters Score -458629.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -458636.031250 Penalty: 4099.635254
	Iteration 41Q: 3 clusters Score -458636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -458641.562500 Penalty: 4099.635254
	Iteration 42Q: 3 clusters Score -458641.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -458646.656250 Penalty: 4099.635254
	Iteration 43Q: 3 clusters Score -458646.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -458651.593750 Penalty: 4099.635254
	Iteration 44Q: 3 clusters Score -458651.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -458659.437500 Penalty: 4099.635254
	Iteration 45Q: 3 clusters Score -458659.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -458666.718750 Penalty: 4099.635254
	Iteration 46Q: 3 clusters Score -458666.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -458671.125000 Penalty: 4099.635254
	Iteration 47Q: 3 clusters Score -458671.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -458674.000000 Penalty: 4099.635254
	Iteration 48Q: 3 clusters Score -458674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -458676.187500 Penalty: 4099.635254
	Iteration 49Q: 3 clusters Score -458676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -458678.937500 Penalty: 4099.635254
	Iteration 50Q: 3 clusters Score -458678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -458680.687500 Penalty: 4099.635254
	Iteration 51Q: 3 clusters Score -458680.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -458684.000000 Penalty: 4099.635254
	Iteration 52Q: 3 clusters Score -458684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -458686.281250 Penalty: 4099.635254
	Iteration 53Q: 3 clusters Score -458686.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -458688.093750 Penalty: 4099.635254
	Iteration 54Q: 3 clusters Score -458688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -458688.968750 Penalty: 4099.635254
	Iteration 55Q: 3 clusters Score -458689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -458691.687500 Penalty: 4099.635254
	Iteration 56Q: 3 clusters Score -458691.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -458694.906250 Penalty: 4099.635254
	Iteration 57Q: 3 clusters Score -458694.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -458698.468750 Penalty: 4099.635254
	Iteration 58Q: 3 clusters Score -458698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -458698.687500 Penalty: 4099.635254
	Iteration 59Q: 3 clusters Score -458698.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -458701.718750 Penalty: 4099.635254
	Iteration 60F: 3 clusters Score -458701.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -458701.125000 Penalty: 4099.635254
	Iteration 61Q: 3 clusters Score -458701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -458701.562500 Penalty: 4099.635254
	Iteration 62Q: 3 clusters Score -458701.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -458701.562500 Penalty: 4099.635254
	Iteration 63F: 3 clusters Score -458701.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -631409.062500 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -631409.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -626679.437500 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -626679.4 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -627978.625000 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -627978.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -628360.562500 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -628360.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -628745.625000 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -628745.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -629105.875000 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -629105.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -629359.562500 Penalty: 4260.675781
	Iteration 5F: 3 clusters Score -629359.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -629571.500000 Penalty: 4260.675781
	Iteration 6Q: 3 clusters Score -629571.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -629801.312500 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -629801.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -630071.875000 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -630071.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -630406.687500 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -630406.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -630778.687500 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -630778.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -631079.187500 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -631079.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -631238.750000 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -631238.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -631329.687500 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -631329.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -631366.125000 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -631366.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -631394.562500 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -631394.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -631406.062500 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -631406.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -631409.125000 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -631409.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -631410.250000 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -631410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -631410.187500 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -631410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -631411.312500 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -631411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -631411.437500 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -631411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -631411.687500 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -631411.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -631411.687500 Penalty: 4260.675781
	Iteration 23F: 3 clusters Score -631411.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 3371 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 2007 members 
Entering Unmasked Estep 
Score: -154541856.000000 Penalty: 293480.187500
Splitting cluster 15 changes total score from -154543520.000000 to -154541856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24614.433594 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -24614.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23512.748047 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -23512.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23579.865234 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -23579.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23589.599609 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -23589.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23589.599609 Penalty: 2697.287354
	Iteration 3F: 3 clusters Score -23589.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -667653.125000 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -667653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -662944.187500 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -662944.2 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -664196.312500 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -664196.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -664507.687500 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -664507.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -664797.937500 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -664797.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -665051.437500 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -665051.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -665303.500000 Penalty: 4260.675781
	Iteration 5F: 3 clusters Score -665303.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -665531.562500 Penalty: 4260.675781
	Iteration 6F: 3 clusters Score -665531.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -665764.312500 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -665764.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -665981.875000 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -665981.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -666153.375000 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -666153.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -666247.062500 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -666247.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -666313.500000 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -666313.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -666364.500000 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -666364.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -666400.312500 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -666400.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -666421.187500 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -666421.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -666450.312500 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -666450.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -666471.437500 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -666471.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -666485.687500 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -666485.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -666508.625000 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -666508.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -666522.000000 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -666522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -666541.062500 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -666541.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -666554.250000 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -666554.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -666563.500000 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -666563.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -666567.812500 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -666567.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -666570.687500 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -666570.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -666572.750000 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -666572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -666573.187500 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -666573.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -666574.750000 Penalty: 4260.675781
	Iteration 27Q: 3 clusters Score -666574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -666576.937500 Penalty: 4260.675781
	Iteration 28Q: 3 clusters Score -666576.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -666577.125000 Penalty: 4260.675781
	Iteration 29Q: 3 clusters Score -666577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -666578.250000 Penalty: 4260.675781
	Iteration 30Q: 3 clusters Score -666578.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -666578.250000 Penalty: 4260.675781
	Iteration 31F: 3 clusters Score -666578.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Entering Unmasked Estep 
Score: -1787654.625000 Penalty: 2382.927734
	Iteration 0F: 2 clusters Score -1787655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1776918.125000 Penalty: 4765.855469
	Iteration 0F: 3 clusters Score -1776918 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1780383.500000 Penalty: 4765.855469
	Iteration 1F: 3 clusters Score -1780384 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1780794.125000 Penalty: 4765.855469
	Iteration 2F: 3 clusters Score -1780794 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1781102.625000 Penalty: 4765.855469
	Iteration 3F: 3 clusters Score -1781103 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1781360.250000 Penalty: 4765.855469
	Iteration 4Q: 3 clusters Score -1781360 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1781634.625000 Penalty: 4765.855469
	Iteration 5Q: 3 clusters Score -1781635 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1781976.625000 Penalty: 4765.855469
	Iteration 6Q: 3 clusters Score -1781977 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1782418.125000 Penalty: 4765.855469
	Iteration 7Q: 3 clusters Score -1782418 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1782908.500000 Penalty: 4765.855469
	Iteration 8F: 3 clusters Score -1782908 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1783366.750000 Penalty: 4765.855469
	Iteration 9Q: 3 clusters Score -1783367 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1783746.625000 Penalty: 4765.855469
	Iteration 10Q: 3 clusters Score -1783747 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1784052.375000 Penalty: 4765.855469
	Iteration 11Q: 3 clusters Score -1784052 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1784270.500000 Penalty: 4765.855469
	Iteration 12Q: 3 clusters Score -1784270 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1784501.000000 Penalty: 4765.855469
	Iteration 13Q: 3 clusters Score -1784501 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1784767.250000 Penalty: 4765.855469
	Iteration 14Q: 3 clusters Score -1784767 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1785041.125000 Penalty: 4765.855469
	Iteration 15Q: 3 clusters Score -1785041 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1785303.000000 Penalty: 4765.855469
	Iteration 16Q: 3 clusters Score -1785303 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1785544.250000 Penalty: 4765.855469
	Iteration 17Q: 3 clusters Score -1785544 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1785733.375000 Penalty: 4765.855469
	Iteration 18Q: 3 clusters Score -1785733 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1785878.250000 Penalty: 4765.855469
	Iteration 19Q: 3 clusters Score -1785878 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1785989.750000 Penalty: 4765.855469
	Iteration 20F: 3 clusters Score -1785990 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1786077.250000 Penalty: 4765.855469
	Iteration 21Q: 3 clusters Score -1786077 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1786134.500000 Penalty: 4765.855469
	Iteration 22Q: 3 clusters Score -1786134 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1786165.750000 Penalty: 4765.855469
	Iteration 23Q: 3 clusters Score -1786166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1786182.750000 Penalty: 4765.855469
	Iteration 24Q: 3 clusters Score -1786183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1786198.375000 Penalty: 4765.855469
	Iteration 25Q: 3 clusters Score -1786198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1786210.875000 Penalty: 4765.855469
	Iteration 26Q: 3 clusters Score -1786211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1786219.000000 Penalty: 4765.855469
	Iteration 27Q: 3 clusters Score -1786219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1786227.125000 Penalty: 4765.855469
	Iteration 28Q: 3 clusters Score -1786227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1786222.000000 Penalty: 4765.855469
	Iteration 29Q: 3 clusters Score -1786222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1786224.625000 Penalty: 4765.855469
	Iteration 30Q: 3 clusters Score -1786225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1786227.500000 Penalty: 4765.855469
	Iteration 31Q: 3 clusters Score -1786228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1786229.750000 Penalty: 4765.855469
	Iteration 32Q: 3 clusters Score -1786230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1786230.875000 Penalty: 4765.855469
	Iteration 33Q: 3 clusters Score -1786231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1786239.750000 Penalty: 4765.855469
	Iteration 34Q: 3 clusters Score -1786240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1786240.250000 Penalty: 4765.855469
	Iteration 35Q: 3 clusters Score -1786240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1786242.750000 Penalty: 4765.855469
	Iteration 36Q: 3 clusters Score -1786243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1786249.125000 Penalty: 4765.855469
	Iteration 37Q: 3 clusters Score -1786249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1786249.375000 Penalty: 4765.855469
	Iteration 38Q: 3 clusters Score -1786249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1786247.500000 Penalty: 4765.855469
	Iteration 39Q: 3 clusters Score -1786248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1786246.875000 Penalty: 4765.855469
	Iteration 40F: 3 clusters Score -1786247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1786246.750000 Penalty: 4765.855469
	Iteration 41Q: 3 clusters Score -1786247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1786248.875000 Penalty: 4765.855469
	Iteration 42Q: 3 clusters Score -1786249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1786251.250000 Penalty: 4765.855469
	Iteration 43Q: 3 clusters Score -1786251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1786249.875000 Penalty: 4765.855469
	Iteration 44Q: 3 clusters Score -1786250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1786252.625000 Penalty: 4765.855469
	Iteration 45Q: 3 clusters Score -1786253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1786251.000000 Penalty: 4765.855469
	Iteration 46Q: 3 clusters Score -1786251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1786252.500000 Penalty: 4765.855469
	Iteration 47Q: 3 clusters Score -1786252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1786252.500000 Penalty: 4765.855469
	Iteration 48F: 3 clusters Score -1786252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -341282.750000 Penalty: 1978.875977
	Iteration 0F: 2 clusters Score -341282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -338118.968750 Penalty: 3957.751953
	Iteration 0F: 3 clusters Score -338119 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -338859.781250 Penalty: 3957.751953
	Iteration 1F: 3 clusters Score -338859.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -339163.125000 Penalty: 3957.751953
	Iteration 2F: 3 clusters Score -339163.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -339464.718750 Penalty: 3957.751953
	Iteration 3F: 3 clusters Score -339464.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -339846.812500 Penalty: 3957.751953
	Iteration 4F: 3 clusters Score -339846.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -340200.937500 Penalty: 3957.751953
	Iteration 5F: 3 clusters Score -340200.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -340526.781250 Penalty: 3957.751953
	Iteration 6F: 3 clusters Score -340526.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -340757.250000 Penalty: 3957.751953
	Iteration 7F: 3 clusters Score -340757.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -340895.343750 Penalty: 3957.751953
	Iteration 8Q: 3 clusters Score -340895.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -341003.750000 Penalty: 3957.751953
	Iteration 9Q: 3 clusters Score -341003.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -341063.250000 Penalty: 3957.751953
	Iteration 10Q: 3 clusters Score -341063.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -341103.750000 Penalty: 3957.751953
	Iteration 11Q: 3 clusters Score -341103.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -341126.281250 Penalty: 3957.751953
	Iteration 12Q: 3 clusters Score -341126.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -341142.375000 Penalty: 3957.751953
	Iteration 13Q: 3 clusters Score -341142.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -341150.687500 Penalty: 3957.751953
	Iteration 14Q: 3 clusters Score -341150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -341157.375000 Penalty: 3957.751953
	Iteration 15Q: 3 clusters Score -341157.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -341160.687500 Penalty: 3957.751953
	Iteration 16Q: 3 clusters Score -341160.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -341161.750000 Penalty: 3957.751953
	Iteration 17Q: 3 clusters Score -341161.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -341166.312500 Penalty: 3957.751953
	Iteration 18Q: 3 clusters Score -341166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -341168.375000 Penalty: 3957.751953
	Iteration 19Q: 3 clusters Score -341168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -341169.093750 Penalty: 3957.751953
	Iteration 20F: 3 clusters Score -341169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -341169.875000 Penalty: 3957.751953
	Iteration 21Q: 3 clusters Score -341169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -341171.906250 Penalty: 3957.751953
	Iteration 22Q: 3 clusters Score -341171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -341172.156250 Penalty: 3957.751953
	Iteration 23Q: 3 clusters Score -341172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -341172.156250 Penalty: 3957.751953
	Iteration 24F: 3 clusters Score -341172.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -503405.687500 Penalty: 2072.833008
	Iteration 0F: 2 clusters Score -503405.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -499342.406250 Penalty: 4145.666016
	Iteration 0F: 3 clusters Score -499342.4 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -500310.781250 Penalty: 4145.666016
	Iteration 1F: 3 clusters Score -500310.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -500670.250000 Penalty: 4145.666016
	Iteration 2F: 3 clusters Score -500670.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -500945.468750 Penalty: 4145.666016
	Iteration 3F: 3 clusters Score -500945.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -501184.093750 Penalty: 4145.666016
	Iteration 4F: 3 clusters Score -501184.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -501424.000000 Penalty: 4145.666016
	Iteration 5F: 3 clusters Score -501424 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -501624.656250 Penalty: 4145.666016
	Iteration 6F: 3 clusters Score -501624.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -501776.093750 Penalty: 4145.666016
	Iteration 7Q: 3 clusters Score -501776.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -501932.937500 Penalty: 4145.666016
	Iteration 8Q: 3 clusters Score -501932.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -502089.937500 Penalty: 4145.666016
	Iteration 9Q: 3 clusters Score -502089.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -502230.062500 Penalty: 4145.666016
	Iteration 10Q: 3 clusters Score -502230.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -502365.781250 Penalty: 4145.666016
	Iteration 11Q: 3 clusters Score -502365.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -502543.750000 Penalty: 4145.666016
	Iteration 12Q: 3 clusters Score -502543.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -502751.187500 Penalty: 4145.666016
	Iteration 13Q: 3 clusters Score -502751.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -502900.468750 Penalty: 4145.666016
	Iteration 14Q: 3 clusters Score -502900.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -502957.281250 Penalty: 4145.666016
	Iteration 15Q: 3 clusters Score -502957.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -502995.531250 Penalty: 4145.666016
	Iteration 16Q: 3 clusters Score -502995.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -503025.562500 Penalty: 4145.666016
	Iteration 17Q: 3 clusters Score -503025.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -503057.875000 Penalty: 4145.666016
	Iteration 18Q: 3 clusters Score -503057.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -503079.031250 Penalty: 4145.666016
	Iteration 19Q: 3 clusters Score -503079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -503090.250000 Penalty: 4145.666016
	Iteration 20F: 3 clusters Score -503090.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -503109.687500 Penalty: 4145.666016
	Iteration 21Q: 3 clusters Score -503109.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -503137.812500 Penalty: 4145.666016
	Iteration 22Q: 3 clusters Score -503137.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -503165.843750 Penalty: 4145.666016
	Iteration 23Q: 3 clusters Score -503165.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -503189.875000 Penalty: 4145.666016
	Iteration 24Q: 3 clusters Score -503189.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -503214.000000 Penalty: 4145.666016
	Iteration 25Q: 3 clusters Score -503214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -503236.468750 Penalty: 4145.666016
	Iteration 26Q: 3 clusters Score -503236.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -503259.406250 Penalty: 4145.666016
	Iteration 27Q: 3 clusters Score -503259.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -503274.875000 Penalty: 4145.666016
	Iteration 28Q: 3 clusters Score -503274.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -503283.750000 Penalty: 4145.666016
	Iteration 29Q: 3 clusters Score -503283.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -503289.812500 Penalty: 4145.666016
	Iteration 30Q: 3 clusters Score -503289.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -503294.843750 Penalty: 4145.666016
	Iteration 31Q: 3 clusters Score -503294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -503301.937500 Penalty: 4145.666016
	Iteration 32Q: 3 clusters Score -503301.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -503307.156250 Penalty: 4145.666016
	Iteration 33Q: 3 clusters Score -503307.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -503310.812500 Penalty: 4145.666016
	Iteration 34Q: 3 clusters Score -503310.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -503315.281250 Penalty: 4145.666016
	Iteration 35Q: 3 clusters Score -503315.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -503320.531250 Penalty: 4145.666016
	Iteration 36Q: 3 clusters Score -503320.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -503324.250000 Penalty: 4145.666016
	Iteration 37Q: 3 clusters Score -503324.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -503326.843750 Penalty: 4145.666016
	Iteration 38Q: 3 clusters Score -503326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -503330.531250 Penalty: 4145.666016
	Iteration 39Q: 3 clusters Score -503330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -503332.812500 Penalty: 4145.666016
	Iteration 40F: 3 clusters Score -503332.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -503335.593750 Penalty: 4145.666016
	Iteration 41Q: 3 clusters Score -503335.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -503342.312500 Penalty: 4145.666016
	Iteration 42Q: 3 clusters Score -503342.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -503345.218750 Penalty: 4145.666016
	Iteration 43Q: 3 clusters Score -503345.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -503348.625000 Penalty: 4145.666016
	Iteration 44Q: 3 clusters Score -503348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -503350.343750 Penalty: 4145.666016
	Iteration 45Q: 3 clusters Score -503350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -503351.218750 Penalty: 4145.666016
	Iteration 46Q: 3 clusters Score -503351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -503352.562500 Penalty: 4145.666016
	Iteration 47Q: 3 clusters Score -503352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -503353.500000 Penalty: 4145.666016
	Iteration 48Q: 3 clusters Score -503353.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -503354.562500 Penalty: 4145.666016
	Iteration 49Q: 3 clusters Score -503354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -503355.437500 Penalty: 4145.666016
	Iteration 50Q: 3 clusters Score -503355.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -503355.437500 Penalty: 4145.666016
	Iteration 51F: 3 clusters Score -503355.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -478781.562500 Penalty: 2052.987305
	Iteration 0F: 2 clusters Score -478781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -474963.062500 Penalty: 4105.974609
	Iteration 0F: 3 clusters Score -474963.1 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -475789.468750 Penalty: 4105.974609
	Iteration 1F: 3 clusters Score -475789.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -476000.656250 Penalty: 4105.974609
	Iteration 2F: 3 clusters Score -476000.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -476153.250000 Penalty: 4105.974609
	Iteration 3F: 3 clusters Score -476153.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -476262.281250 Penalty: 4105.974609
	Iteration 4Q: 3 clusters Score -476262.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -476344.031250 Penalty: 4105.974609
	Iteration 5Q: 3 clusters Score -476344 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -476402.031250 Penalty: 4105.974609
	Iteration 6Q: 3 clusters Score -476402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -476443.625000 Penalty: 4105.974609
	Iteration 7Q: 3 clusters Score -476443.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -476481.750000 Penalty: 4105.974609
	Iteration 8Q: 3 clusters Score -476481.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -476513.718750 Penalty: 4105.974609
	Iteration 9Q: 3 clusters Score -476513.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -476536.218750 Penalty: 4105.974609
	Iteration 10Q: 3 clusters Score -476536.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -476557.906250 Penalty: 4105.974609
	Iteration 11Q: 3 clusters Score -476557.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -476578.406250 Penalty: 4105.974609
	Iteration 12Q: 3 clusters Score -476578.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -476590.625000 Penalty: 4105.974609
	Iteration 13Q: 3 clusters Score -476590.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -476601.968750 Penalty: 4105.974609
	Iteration 14Q: 3 clusters Score -476602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -476609.937500 Penalty: 4105.974609
	Iteration 15Q: 3 clusters Score -476609.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -476614.343750 Penalty: 4105.974609
	Iteration 16Q: 3 clusters Score -476614.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -476618.250000 Penalty: 4105.974609
	Iteration 17Q: 3 clusters Score -476618.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -476623.843750 Penalty: 4105.974609
	Iteration 18Q: 3 clusters Score -476623.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -476628.281250 Penalty: 4105.974609
	Iteration 19Q: 3 clusters Score -476628.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -476632.531250 Penalty: 4105.974609
	Iteration 20F: 3 clusters Score -476632.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -476639.093750 Penalty: 4105.974609
	Iteration 21Q: 3 clusters Score -476639.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -476644.812500 Penalty: 4105.974609
	Iteration 22Q: 3 clusters Score -476644.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -476649.968750 Penalty: 4105.974609
	Iteration 23Q: 3 clusters Score -476650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -476655.218750 Penalty: 4105.974609
	Iteration 24Q: 3 clusters Score -476655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -476658.187500 Penalty: 4105.974609
	Iteration 25Q: 3 clusters Score -476658.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -476660.437500 Penalty: 4105.974609
	Iteration 26Q: 3 clusters Score -476660.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -476661.656250 Penalty: 4105.974609
	Iteration 27Q: 3 clusters Score -476661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -476662.968750 Penalty: 4105.974609
	Iteration 28Q: 3 clusters Score -476663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -476666.062500 Penalty: 4105.974609
	Iteration 29Q: 3 clusters Score -476666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -476668.031250 Penalty: 4105.974609
	Iteration 30Q: 3 clusters Score -476668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -476669.750000 Penalty: 4105.974609
	Iteration 31Q: 3 clusters Score -476669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -476670.218750 Penalty: 4105.974609
	Iteration 32Q: 3 clusters Score -476670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -476671.343750 Penalty: 4105.974609
	Iteration 33Q: 3 clusters Score -476671.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -476675.125000 Penalty: 4105.974609
	Iteration 34Q: 3 clusters Score -476675.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -476676.718750 Penalty: 4105.974609
	Iteration 35Q: 3 clusters Score -476676.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -476680.218750 Penalty: 4105.974609
	Iteration 36Q: 3 clusters Score -476680.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -476687.343750 Penalty: 4105.974609
	Iteration 37Q: 3 clusters Score -476687.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -476691.593750 Penalty: 4105.974609
	Iteration 38Q: 3 clusters Score -476691.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -476695.937500 Penalty: 4105.974609
	Iteration 39Q: 3 clusters Score -476695.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -476700.062500 Penalty: 4105.974609
	Iteration 40F: 3 clusters Score -476700.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -476703.031250 Penalty: 4105.974609
	Iteration 41Q: 3 clusters Score -476703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -476706.187500 Penalty: 4105.974609
	Iteration 42Q: 3 clusters Score -476706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -476708.156250 Penalty: 4105.974609
	Iteration 43Q: 3 clusters Score -476708.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -476709.500000 Penalty: 4105.974609
	Iteration 44Q: 3 clusters Score -476709.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -476712.218750 Penalty: 4105.974609
	Iteration 45Q: 3 clusters Score -476712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -476713.906250 Penalty: 4105.974609
	Iteration 46Q: 3 clusters Score -476713.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -476715.187500 Penalty: 4105.974609
	Iteration 47Q: 3 clusters Score -476715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -476716.281250 Penalty: 4105.974609
	Iteration 48Q: 3 clusters Score -476716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -476716.812500 Penalty: 4105.974609
	Iteration 49Q: 3 clusters Score -476716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -476716.968750 Penalty: 4105.974609
	Iteration 50Q: 3 clusters Score -476717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -476718.031250 Penalty: 4105.974609
	Iteration 51Q: 3 clusters Score -476718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -476718.156250 Penalty: 4105.974609
	Iteration 52Q: 3 clusters Score -476718.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -476719.000000 Penalty: 4105.974609
	Iteration 53Q: 3 clusters Score -476719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -476719.125000 Penalty: 4105.974609
	Iteration 54Q: 3 clusters Score -476719.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -476719.218750 Penalty: 4105.974609
	Iteration 55Q: 3 clusters Score -476719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -476719.687500 Penalty: 4105.974609
	Iteration 56Q: 3 clusters Score -476719.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -476720.187500 Penalty: 4105.974609
	Iteration 57Q: 3 clusters Score -476720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -476723.250000 Penalty: 4105.974609
	Iteration 58Q: 3 clusters Score -476723.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -476725.093750 Penalty: 4105.974609
	Iteration 59Q: 3 clusters Score -476725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -476725.812500 Penalty: 4105.974609
	Iteration 60F: 3 clusters Score -476725.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -476726.906250 Penalty: 4105.974609
	Iteration 61Q: 3 clusters Score -476726.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -476726.906250 Penalty: 4105.974609
	Iteration 62F: 3 clusters Score -476726.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (94078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Entering Unmasked Estep 
Score: -11434523.000000 Penalty: 2840.066162
	Iteration 0F: 2 clusters Score -1.143452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -11371718.000000 Penalty: 5680.132324
	Iteration 0F: 3 clusters Score -1.137172e+07 nChanged 44471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -11396861.000000 Penalty: 5680.132324
	Iteration 1F: 3 clusters Score -1.139686e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -11397730.000000 Penalty: 5680.132324
	Iteration 2Q: 3 clusters Score -1.139773e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -11398777.000000 Penalty: 5680.132324
	Iteration 3Q: 3 clusters Score -1.139878e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -11400181.000000 Penalty: 5680.132324
	Iteration 4Q: 3 clusters Score -1.140018e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -11402144.000000 Penalty: 5680.132324
	Iteration 5Q: 3 clusters Score -1.140214e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -11405332.000000 Penalty: 5680.132324
	Iteration 6F: 3 clusters Score -1.140533e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -11410034.000000 Penalty: 5680.132324
	Iteration 7F: 3 clusters Score -1.141003e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77289 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -11415984.000000 Penalty: 5680.132324
	Iteration 8F: 3 clusters Score -1.141598e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -11422243.000000 Penalty: 5680.132324
	Iteration 9F: 3 clusters Score -1.142224e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -11427458.000000 Penalty: 5680.132324
	Iteration 10F: 3 clusters Score -1.142746e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92075 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -11430262.000000 Penalty: 5680.132324
	Iteration 11Q: 3 clusters Score -1.143026e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93210 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11431363.000000 Penalty: 5680.132324
	Iteration 12Q: 3 clusters Score -1.143136e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11431727.000000 Penalty: 5680.132324
	Iteration 13Q: 3 clusters Score -1.143173e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93661 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -11431863.000000 Penalty: 5680.132324
	Iteration 14Q: 3 clusters Score -1.143186e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11431949.000000 Penalty: 5680.132324
	Iteration 15Q: 3 clusters Score -1.143195e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11431989.000000 Penalty: 5680.132324
	Iteration 16Q: 3 clusters Score -1.143199e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -11432005.000000 Penalty: 5680.132324
	Iteration 17Q: 3 clusters Score -1.1432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -11432018.000000 Penalty: 5680.132324
	Iteration 18Q: 3 clusters Score -1.143202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -11432034.000000 Penalty: 5680.132324
	Iteration 19Q: 3 clusters Score -1.143203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11432039.000000 Penalty: 5680.132324
	Iteration 20F: 3 clusters Score -1.143204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -11432041.000000 Penalty: 5680.132324
	Iteration 21Q: 3 clusters Score -1.143204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93730 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -11432048.000000 Penalty: 5680.132324
	Iteration 22Q: 3 clusters Score -1.143205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93731 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11432050.000000 Penalty: 5680.132324
	Iteration 23Q: 3 clusters Score -1.143205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93731 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11432050.000000 Penalty: 5680.132324
	Iteration 24F: 3 clusters Score -1.143205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Entering Unmasked Estep 
Score: -2092168.250000 Penalty: 2413.149902
	Iteration 0F: 2 clusters Score -2092168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2080123.875000 Penalty: 4826.299805
	Iteration 0F: 3 clusters Score -2080124 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2084054.125000 Penalty: 4826.299805
	Iteration 1F: 3 clusters Score -2084054 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2084426.500000 Penalty: 4826.299805
	Iteration 2F: 3 clusters Score -2084426 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2084757.125000 Penalty: 4826.299805
	Iteration 3Q: 3 clusters Score -2084757 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2085135.875000 Penalty: 4826.299805
	Iteration 4Q: 3 clusters Score -2085136 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2085594.000000 Penalty: 4826.299805
	Iteration 5F: 3 clusters Score -2085594 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2086255.875000 Penalty: 4826.299805
	Iteration 6F: 3 clusters Score -2086256 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2087129.125000 Penalty: 4826.299805
	Iteration 7F: 3 clusters Score -2087129 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2087943.500000 Penalty: 4826.299805
	Iteration 8F: 3 clusters Score -2087944 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2088561.000000 Penalty: 4826.299805
	Iteration 9F: 3 clusters Score -2088561 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2088946.625000 Penalty: 4826.299805
	Iteration 10Q: 3 clusters Score -2088947 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2089181.250000 Penalty: 4826.299805
	Iteration 11Q: 3 clusters Score -2089181 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2089348.625000 Penalty: 4826.299805
	Iteration 12Q: 3 clusters Score -2089349 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2089508.125000 Penalty: 4826.299805
	Iteration 13Q: 3 clusters Score -2089508 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2089656.125000 Penalty: 4826.299805
	Iteration 14Q: 3 clusters Score -2089656 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2089800.500000 Penalty: 4826.299805
	Iteration 15Q: 3 clusters Score -2089800 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2089954.625000 Penalty: 4826.299805
	Iteration 16Q: 3 clusters Score -2089955 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2090102.125000 Penalty: 4826.299805
	Iteration 17Q: 3 clusters Score -2090102 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2090230.625000 Penalty: 4826.299805
	Iteration 18Q: 3 clusters Score -2090231 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2090327.125000 Penalty: 4826.299805
	Iteration 19Q: 3 clusters Score -2090327 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2090408.125000 Penalty: 4826.299805
	Iteration 20F: 3 clusters Score -2090408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2090468.125000 Penalty: 4826.299805
	Iteration 21Q: 3 clusters Score -2090468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2090530.250000 Penalty: 4826.299805
	Iteration 22Q: 3 clusters Score -2090530 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2090615.500000 Penalty: 4826.299805
	Iteration 23Q: 3 clusters Score -2090616 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2090697.750000 Penalty: 4826.299805
	Iteration 24Q: 3 clusters Score -2090698 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2090775.125000 Penalty: 4826.299805
	Iteration 25Q: 3 clusters Score -2090775 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2090844.500000 Penalty: 4826.299805
	Iteration 26Q: 3 clusters Score -2090844 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2090915.000000 Penalty: 4826.299805
	Iteration 27Q: 3 clusters Score -2090915 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2090981.375000 Penalty: 4826.299805
	Iteration 28Q: 3 clusters Score -2090981 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2091032.750000 Penalty: 4826.299805
	Iteration 29Q: 3 clusters Score -2091033 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2091075.625000 Penalty: 4826.299805
	Iteration 30Q: 3 clusters Score -2091076 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2091097.500000 Penalty: 4826.299805
	Iteration 31Q: 3 clusters Score -2091098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2091117.875000 Penalty: 4826.299805
	Iteration 32Q: 3 clusters Score -2091118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2091134.375000 Penalty: 4826.299805
	Iteration 33Q: 3 clusters Score -2091134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2091138.500000 Penalty: 4826.299805
	Iteration 34Q: 3 clusters Score -2091138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2091149.625000 Penalty: 4826.299805
	Iteration 35Q: 3 clusters Score -2091150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2091150.750000 Penalty: 4826.299805
	Iteration 36Q: 3 clusters Score -2091151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2091147.875000 Penalty: 4826.299805
	Iteration 37Q: 3 clusters Score -2091148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2091155.875000 Penalty: 4826.299805
	Iteration 38Q: 3 clusters Score -2091156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2091163.125000 Penalty: 4826.299805
	Iteration 39Q: 3 clusters Score -2091163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2091162.750000 Penalty: 4826.299805
	Iteration 40F: 3 clusters Score -2091163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2091166.500000 Penalty: 4826.299805
	Iteration 41Q: 3 clusters Score -2091166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2091168.500000 Penalty: 4826.299805
	Iteration 42Q: 3 clusters Score -2091168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2091167.875000 Penalty: 4826.299805
	Iteration 43Q: 3 clusters Score -2091168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2091168.375000 Penalty: 4826.299805
	Iteration 44Q: 3 clusters Score -2091168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2091171.750000 Penalty: 4826.299805
	Iteration 45Q: 3 clusters Score -2091172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2091172.000000 Penalty: 4826.299805
	Iteration 46Q: 3 clusters Score -2091172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2091174.625000 Penalty: 4826.299805
	Iteration 47Q: 3 clusters Score -2091175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2091176.000000 Penalty: 4826.299805
	Iteration 48Q: 3 clusters Score -2091176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2091175.500000 Penalty: 4826.299805
	Iteration 49Q: 3 clusters Score -2091176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2091173.625000 Penalty: 4826.299805
	Iteration 50Q: 3 clusters Score -2091174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2091173.625000 Penalty: 4826.299805
	Iteration 51F: 3 clusters Score -2091174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -168076.890625 Penalty: 1851.907959
	Iteration 0F: 2 clusters Score -168076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -165661.218750 Penalty: 3703.815918
	Iteration 0F: 3 clusters Score -165661.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -166308.390625 Penalty: 3703.815918
	Iteration 1F: 3 clusters Score -166308.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -166595.468750 Penalty: 3703.815918
	Iteration 2F: 3 clusters Score -166595.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -166830.906250 Penalty: 3703.815918
	Iteration 3F: 3 clusters Score -166830.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -167032.453125 Penalty: 3703.815918
	Iteration 4F: 3 clusters Score -167032.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -167184.906250 Penalty: 3703.815918
	Iteration 5F: 3 clusters Score -167184.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -167308.812500 Penalty: 3703.815918
	Iteration 6Q: 3 clusters Score -167308.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -167409.046875 Penalty: 3703.815918
	Iteration 7Q: 3 clusters Score -167409 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -167508.968750 Penalty: 3703.815918
	Iteration 8Q: 3 clusters Score -167509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -167589.375000 Penalty: 3703.815918
	Iteration 9Q: 3 clusters Score -167589.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -167681.062500 Penalty: 3703.815918
	Iteration 10Q: 3 clusters Score -167681.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -167803.515625 Penalty: 3703.815918
	Iteration 11Q: 3 clusters Score -167803.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -167883.203125 Penalty: 3703.815918
	Iteration 12Q: 3 clusters Score -167883.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -167921.609375 Penalty: 3703.815918
	Iteration 13Q: 3 clusters Score -167921.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -167945.375000 Penalty: 3703.815918
	Iteration 14Q: 3 clusters Score -167945.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -167960.156250 Penalty: 3703.815918
	Iteration 15Q: 3 clusters Score -167960.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -167984.109375 Penalty: 3703.815918
	Iteration 16Q: 3 clusters Score -167984.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -168007.015625 Penalty: 3703.815918
	Iteration 17Q: 3 clusters Score -168007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -168020.140625 Penalty: 3703.815918
	Iteration 18Q: 3 clusters Score -168020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -168027.468750 Penalty: 3703.815918
	Iteration 19Q: 3 clusters Score -168027.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -168034.640625 Penalty: 3703.815918
	Iteration 20F: 3 clusters Score -168034.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -168042.484375 Penalty: 3703.815918
	Iteration 21Q: 3 clusters Score -168042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -168045.906250 Penalty: 3703.815918
	Iteration 22Q: 3 clusters Score -168045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -168047.031250 Penalty: 3703.815918
	Iteration 23Q: 3 clusters Score -168047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -168047.031250 Penalty: 3703.815918
	Iteration 24F: 3 clusters Score -168047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (92396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Entering Unmasked Estep 
Score: -11316576.000000 Penalty: 2835.592041
	Iteration 0F: 2 clusters Score -1.131658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -11254893.000000 Penalty: 5671.184082
	Iteration 0F: 3 clusters Score -1.125489e+07 nChanged 43710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -11279483.000000 Penalty: 5671.184082
	Iteration 1F: 3 clusters Score -1.127948e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -11280386.000000 Penalty: 5671.184082
	Iteration 2Q: 3 clusters Score -1.128039e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -11282039.000000 Penalty: 5671.184082
	Iteration 3Q: 3 clusters Score -1.128204e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -11284486.000000 Penalty: 5671.184082
	Iteration 4F: 3 clusters Score -1.128449e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -11288236.000000 Penalty: 5671.184082
	Iteration 5F: 3 clusters Score -1.128824e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -11292745.000000 Penalty: 5671.184082
	Iteration 6F: 3 clusters Score -1.129274e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -11296939.000000 Penalty: 5671.184082
	Iteration 7F: 3 clusters Score -1.129694e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -11300271.000000 Penalty: 5671.184082
	Iteration 8F: 3 clusters Score -1.130027e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -11302714.000000 Penalty: 5671.184082
	Iteration 9Q: 3 clusters Score -1.130271e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 77353 members 
Entering Unmasked Estep 
Score: -11304932.000000 Penalty: 5671.184082
	Iteration 10Q: 3 clusters Score -1.130493e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -11306832.000000 Penalty: 5671.184082
	Iteration 11Q: 3 clusters Score -1.130683e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -11308614.000000 Penalty: 5671.184082
	Iteration 12Q: 3 clusters Score -1.130861e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 85557 members 
Entering Unmasked Estep 
Score: -11310265.000000 Penalty: 5671.184082
	Iteration 13Q: 3 clusters Score -1.131026e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 87469 members 
Entering Unmasked Estep 
Score: -11311570.000000 Penalty: 5671.184082
	Iteration 14Q: 3 clusters Score -1.131157e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -11312544.000000 Penalty: 5671.184082
	Iteration 15Q: 3 clusters Score -1.131254e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 89869 members 
Entering Unmasked Estep 
Score: -11313193.000000 Penalty: 5671.184082
	Iteration 16Q: 3 clusters Score -1.131319e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -11313638.000000 Penalty: 5671.184082
	Iteration 17Q: 3 clusters Score -1.131364e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 90865 members 
Entering Unmasked Estep 
Score: -11313884.000000 Penalty: 5671.184082
	Iteration 18Q: 3 clusters Score -1.131388e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
Score: -11314006.000000 Penalty: 5671.184082
	Iteration 19Q: 3 clusters Score -1.131401e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 91245 members 
Entering Unmasked Estep 
Score: -11314129.000000 Penalty: 5671.184082
	Iteration 20F: 3 clusters Score -1.131413e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 91352 members 
Entering Unmasked Estep 
Score: -11314223.000000 Penalty: 5671.184082
	Iteration 21Q: 3 clusters Score -1.131422e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -11314299.000000 Penalty: 5671.184082
	Iteration 22Q: 3 clusters Score -1.13143e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -11314322.000000 Penalty: 5671.184082
	Iteration 23Q: 3 clusters Score -1.131432e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -11314324.000000 Penalty: 5671.184082
	Iteration 24Q: 3 clusters Score -1.131432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -11314326.000000 Penalty: 5671.184082
	Iteration 25Q: 3 clusters Score -1.131433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -11314344.000000 Penalty: 5671.184082
	Iteration 26Q: 3 clusters Score -1.131434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 91525 members 
Entering Unmasked Estep 
Score: -11314348.000000 Penalty: 5671.184082
	Iteration 27Q: 3 clusters Score -1.131435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -11314366.000000 Penalty: 5671.184082
	Iteration 28Q: 3 clusters Score -1.131437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 91533 members 
Entering Unmasked Estep 
Score: -11314364.000000 Penalty: 5671.184082
	Iteration 29Q: 3 clusters Score -1.131436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -11314363.000000 Penalty: 5671.184082
	Iteration 30Q: 3 clusters Score -1.131436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 91546 members 
Entering Unmasked Estep 
Score: -11314377.000000 Penalty: 5671.184082
	Iteration 31Q: 3 clusters Score -1.131438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
Score: -11314368.000000 Penalty: 5671.184082
	Iteration 32Q: 3 clusters Score -1.131437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -11314373.000000 Penalty: 5671.184082
	Iteration 33Q: 3 clusters Score -1.131437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 91556 members 
Entering Unmasked Estep 
Score: -11314372.000000 Penalty: 5671.184082
	Iteration 34Q: 3 clusters Score -1.131437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -11314370.000000 Penalty: 5671.184082
	Iteration 35Q: 3 clusters Score -1.131437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -11314370.000000 Penalty: 5671.184082
	Iteration 36F: 3 clusters Score -1.131437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -1041022.437500 Penalty: 2178.472412
	Iteration 0F: 2 clusters Score -1041022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1035568.437500 Penalty: 4356.944824
	Iteration 0F: 3 clusters Score -1035568 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1037191.125000 Penalty: 4356.944824
	Iteration 1F: 3 clusters Score -1037191 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1037793.812500 Penalty: 4356.944824
	Iteration 2F: 3 clusters Score -1037794 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1038268.125000 Penalty: 4356.944824
	Iteration 3F: 3 clusters Score -1038268 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1038629.125000 Penalty: 4356.944824
	Iteration 4F: 3 clusters Score -1038629 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1039038.750000 Penalty: 4356.944824
	Iteration 5F: 3 clusters Score -1039039 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1039415.812500 Penalty: 4356.944824
	Iteration 6F: 3 clusters Score -1039416 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1039655.625000 Penalty: 4356.944824
	Iteration 7Q: 3 clusters Score -1039656 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1039805.062500 Penalty: 4356.944824
	Iteration 8Q: 3 clusters Score -1039805 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1039951.625000 Penalty: 4356.944824
	Iteration 9Q: 3 clusters Score -1039952 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1040071.437500 Penalty: 4356.944824
	Iteration 10Q: 3 clusters Score -1040071 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1040177.500000 Penalty: 4356.944824
	Iteration 11Q: 3 clusters Score -1040178 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1040277.125000 Penalty: 4356.944824
	Iteration 12Q: 3 clusters Score -1040277 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1040343.125000 Penalty: 4356.944824
	Iteration 13Q: 3 clusters Score -1040343 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1040402.187500 Penalty: 4356.944824
	Iteration 14Q: 3 clusters Score -1040402 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1040461.125000 Penalty: 4356.944824
	Iteration 15Q: 3 clusters Score -1040461 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1040521.937500 Penalty: 4356.944824
	Iteration 16Q: 3 clusters Score -1040522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1040579.687500 Penalty: 4356.944824
	Iteration 17Q: 3 clusters Score -1040580 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1040617.625000 Penalty: 4356.944824
	Iteration 18Q: 3 clusters Score -1040618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1040655.937500 Penalty: 4356.944824
	Iteration 19Q: 3 clusters Score -1040656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1040675.812500 Penalty: 4356.944824
	Iteration 20F: 3 clusters Score -1040676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1040699.812500 Penalty: 4356.944824
	Iteration 21Q: 3 clusters Score -1040700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1040727.437500 Penalty: 4356.944824
	Iteration 22Q: 3 clusters Score -1040727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1040744.000000 Penalty: 4356.944824
	Iteration 23Q: 3 clusters Score -1040744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1040757.375000 Penalty: 4356.944824
	Iteration 24Q: 3 clusters Score -1040757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1040763.687500 Penalty: 4356.944824
	Iteration 25Q: 3 clusters Score -1040764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1040773.000000 Penalty: 4356.944824
	Iteration 26Q: 3 clusters Score -1040773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1040778.875000 Penalty: 4356.944824
	Iteration 27Q: 3 clusters Score -1040779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1040782.750000 Penalty: 4356.944824
	Iteration 28Q: 3 clusters Score -1040783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1040787.000000 Penalty: 4356.944824
	Iteration 29Q: 3 clusters Score -1040787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1040792.812500 Penalty: 4356.944824
	Iteration 30Q: 3 clusters Score -1040793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1040799.500000 Penalty: 4356.944824
	Iteration 31Q: 3 clusters Score -1040800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1040805.687500 Penalty: 4356.944824
	Iteration 32Q: 3 clusters Score -1040806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1040813.812500 Penalty: 4356.944824
	Iteration 33Q: 3 clusters Score -1040814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1040823.562500 Penalty: 4356.944824
	Iteration 34Q: 3 clusters Score -1040824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1040828.937500 Penalty: 4356.944824
	Iteration 35Q: 3 clusters Score -1040829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1040832.875000 Penalty: 4356.944824
	Iteration 36Q: 3 clusters Score -1040833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1040835.312500 Penalty: 4356.944824
	Iteration 37Q: 3 clusters Score -1040835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1040838.875000 Penalty: 4356.944824
	Iteration 38Q: 3 clusters Score -1040839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1040842.875000 Penalty: 4356.944824
	Iteration 39Q: 3 clusters Score -1040843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1040848.562500 Penalty: 4356.944824
	Iteration 40F: 3 clusters Score -1040849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1040851.187500 Penalty: 4356.944824
	Iteration 41Q: 3 clusters Score -1040851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1040856.437500 Penalty: 4356.944824
	Iteration 42Q: 3 clusters Score -1040856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1040856.875000 Penalty: 4356.944824
	Iteration 43Q: 3 clusters Score -1040857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1040863.625000 Penalty: 4356.944824
	Iteration 44Q: 3 clusters Score -1040864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1040862.250000 Penalty: 4356.944824
	Iteration 45Q: 3 clusters Score -1040862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1040862.500000 Penalty: 4356.944824
	Iteration 46Q: 3 clusters Score -1040862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1040864.375000 Penalty: 4356.944824
	Iteration 47Q: 3 clusters Score -1040864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1040866.812500 Penalty: 4356.944824
	Iteration 48Q: 3 clusters Score -1040867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1040868.125000 Penalty: 4356.944824
	Iteration 49Q: 3 clusters Score -1040868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1040869.312500 Penalty: 4356.944824
	Iteration 50Q: 3 clusters Score -1040869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1040869.750000 Penalty: 4356.944824
	Iteration 51Q: 3 clusters Score -1040870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1040869.875000 Penalty: 4356.944824
	Iteration 52Q: 3 clusters Score -1040870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1040871.312500 Penalty: 4356.944824
	Iteration 53Q: 3 clusters Score -1040871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1040871.312500 Penalty: 4356.944824
	Iteration 54F: 3 clusters Score -1040871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -190338.515625 Penalty: 1861.907104
	Iteration 0F: 2 clusters Score -190338.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -187798.390625 Penalty: 3723.814209
	Iteration 0F: 3 clusters Score -187798.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -188253.234375 Penalty: 3723.814209
	Iteration 1F: 3 clusters Score -188253.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188422.328125 Penalty: 3723.814209
	Iteration 2F: 3 clusters Score -188422.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -188527.750000 Penalty: 3723.814209
	Iteration 3F: 3 clusters Score -188527.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -188595.734375 Penalty: 3723.814209
	Iteration 4Q: 3 clusters Score -188595.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -188649.921875 Penalty: 3723.814209
	Iteration 5Q: 3 clusters Score -188649.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -188696.500000 Penalty: 3723.814209
	Iteration 6Q: 3 clusters Score -188696.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -188754.140625 Penalty: 3723.814209
	Iteration 7Q: 3 clusters Score -188754.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -188800.890625 Penalty: 3723.814209
	Iteration 8Q: 3 clusters Score -188800.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -188843.281250 Penalty: 3723.814209
	Iteration 9Q: 3 clusters Score -188843.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -188875.734375 Penalty: 3723.814209
	Iteration 10Q: 3 clusters Score -188875.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -188892.531250 Penalty: 3723.814209
	Iteration 11Q: 3 clusters Score -188892.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -188898.609375 Penalty: 3723.814209
	Iteration 12Q: 3 clusters Score -188898.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -188904.375000 Penalty: 3723.814209
	Iteration 13Q: 3 clusters Score -188904.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -188908.437500 Penalty: 3723.814209
	Iteration 14Q: 3 clusters Score -188908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -188912.968750 Penalty: 3723.814209
	Iteration 15Q: 3 clusters Score -188913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -188918.656250 Penalty: 3723.814209
	Iteration 16Q: 3 clusters Score -188918.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188922.187500 Penalty: 3723.814209
	Iteration 17Q: 3 clusters Score -188922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -188925.859375 Penalty: 3723.814209
	Iteration 18Q: 3 clusters Score -188925.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -188929.640625 Penalty: 3723.814209
	Iteration 19Q: 3 clusters Score -188929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -188933.078125 Penalty: 3723.814209
	Iteration 20F: 3 clusters Score -188933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -188937.468750 Penalty: 3723.814209
	Iteration 21Q: 3 clusters Score -188937.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -188941.625000 Penalty: 3723.814209
	Iteration 22Q: 3 clusters Score -188941.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -188945.921875 Penalty: 3723.814209
	Iteration 23Q: 3 clusters Score -188945.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -188952.046875 Penalty: 3723.814209
	Iteration 24Q: 3 clusters Score -188952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -188956.890625 Penalty: 3723.814209
	Iteration 25Q: 3 clusters Score -188956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -188959.265625 Penalty: 3723.814209
	Iteration 26Q: 3 clusters Score -188959.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -188961.203125 Penalty: 3723.814209
	Iteration 27Q: 3 clusters Score -188961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -188961.203125 Penalty: 3723.814209
	Iteration 28F: 3 clusters Score -188961.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -1255135.750000 Penalty: 2296.476807
	Iteration 0F: 2 clusters Score -1255136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1247174.625000 Penalty: 4592.953613
	Iteration 0F: 3 clusters Score -1247175 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1249614.375000 Penalty: 4592.953613
	Iteration 1F: 3 clusters Score -1249614 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1250042.500000 Penalty: 4592.953613
	Iteration 2F: 3 clusters Score -1250042 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1250442.250000 Penalty: 4592.953613
	Iteration 3F: 3 clusters Score -1250442 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1250802.875000 Penalty: 4592.953613
	Iteration 4F: 3 clusters Score -1250803 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1251133.000000 Penalty: 4592.953613
	Iteration 5Q: 3 clusters Score -1251133 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1251455.375000 Penalty: 4592.953613
	Iteration 6Q: 3 clusters Score -1251455 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1251746.500000 Penalty: 4592.953613
	Iteration 7Q: 3 clusters Score -1251746 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1252109.625000 Penalty: 4592.953613
	Iteration 8Q: 3 clusters Score -1252110 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1252536.000000 Penalty: 4592.953613
	Iteration 9Q: 3 clusters Score -1252536 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1252894.250000 Penalty: 4592.953613
	Iteration 10Q: 3 clusters Score -1252894 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1253157.875000 Penalty: 4592.953613
	Iteration 11Q: 3 clusters Score -1253158 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1253355.750000 Penalty: 4592.953613
	Iteration 12Q: 3 clusters Score -1253356 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1253583.250000 Penalty: 4592.953613
	Iteration 13Q: 3 clusters Score -1253583 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1253738.500000 Penalty: 4592.953613
	Iteration 14Q: 3 clusters Score -1253738 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1253827.375000 Penalty: 4592.953613
	Iteration 15Q: 3 clusters Score -1253827 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1253867.375000 Penalty: 4592.953613
	Iteration 16Q: 3 clusters Score -1253867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1253890.000000 Penalty: 4592.953613
	Iteration 17Q: 3 clusters Score -1253890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1253907.250000 Penalty: 4592.953613
	Iteration 18Q: 3 clusters Score -1253907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1253914.125000 Penalty: 4592.953613
	Iteration 19Q: 3 clusters Score -1253914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1253921.000000 Penalty: 4592.953613
	Iteration 20F: 3 clusters Score -1253921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1253926.125000 Penalty: 4592.953613
	Iteration 21Q: 3 clusters Score -1253926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1253931.000000 Penalty: 4592.953613
	Iteration 22Q: 3 clusters Score -1253931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1253932.625000 Penalty: 4592.953613
	Iteration 23Q: 3 clusters Score -1253933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1253934.375000 Penalty: 4592.953613
	Iteration 24Q: 3 clusters Score -1253934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1253930.625000 Penalty: 4592.953613
	Iteration 25Q: 3 clusters Score -1253931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1253933.250000 Penalty: 4592.953613
	Iteration 26Q: 3 clusters Score -1253933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1253929.875000 Penalty: 4592.953613
	Iteration 27Q: 3 clusters Score -1253930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1253928.500000 Penalty: 4592.953613
	Iteration 28Q: 3 clusters Score -1253928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1253929.750000 Penalty: 4592.953613
	Iteration 29Q: 3 clusters Score -1253930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1253930.375000 Penalty: 4592.953613
	Iteration 30Q: 3 clusters Score -1253930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1253929.500000 Penalty: 4592.953613
	Iteration 31Q: 3 clusters Score -1253930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1253929.500000 Penalty: 4592.953613
	Iteration 32Q: 3 clusters Score -1253930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1253930.500000 Penalty: 4592.953613
	Iteration 33Q: 3 clusters Score -1253930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1253932.500000 Penalty: 4592.953613
	Iteration 34Q: 3 clusters Score -1253932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1253930.625000 Penalty: 4592.953613
	Iteration 35Q: 3 clusters Score -1253931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1253930.625000 Penalty: 4592.953613
	Iteration 36F: 3 clusters Score -1253931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Entering Unmasked Estep 
Score: -2853657.000000 Penalty: 2496.575928
	Iteration 0F: 2 clusters Score -2853657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2837262.000000 Penalty: 4993.151855
	Iteration 0F: 3 clusters Score -2837262 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2843212.250000 Penalty: 4993.151855
	Iteration 1F: 3 clusters Score -2843212 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2843929.750000 Penalty: 4993.151855
	Iteration 2F: 3 clusters Score -2843930 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2844699.500000 Penalty: 4993.151855
	Iteration 3F: 3 clusters Score -2844700 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2845487.250000 Penalty: 4993.151855
	Iteration 4F: 3 clusters Score -2845487 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2846321.250000 Penalty: 4993.151855
	Iteration 5F: 3 clusters Score -2846321 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2847261.250000 Penalty: 4993.151855
	Iteration 6F: 3 clusters Score -2847261 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2848256.000000 Penalty: 4993.151855
	Iteration 7F: 3 clusters Score -2848256 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2849157.000000 Penalty: 4993.151855
	Iteration 8F: 3 clusters Score -2849157 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2849914.000000 Penalty: 4993.151855
	Iteration 9Q: 3 clusters Score -2849914 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2850430.500000 Penalty: 4993.151855
	Iteration 10Q: 3 clusters Score -2850430 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2850759.500000 Penalty: 4993.151855
	Iteration 11Q: 3 clusters Score -2850760 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2850966.500000 Penalty: 4993.151855
	Iteration 12Q: 3 clusters Score -2850966 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2851081.500000 Penalty: 4993.151855
	Iteration 13Q: 3 clusters Score -2851082 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2851164.000000 Penalty: 4993.151855
	Iteration 14Q: 3 clusters Score -2851164 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2851227.500000 Penalty: 4993.151855
	Iteration 15Q: 3 clusters Score -2851228 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2851268.500000 Penalty: 4993.151855
	Iteration 16Q: 3 clusters Score -2851268 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2851290.000000 Penalty: 4993.151855
	Iteration 17Q: 3 clusters Score -2851290 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2851326.250000 Penalty: 4993.151855
	Iteration 18Q: 3 clusters Score -2851326 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2851348.750000 Penalty: 4993.151855
	Iteration 19Q: 3 clusters Score -2851349 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2851360.750000 Penalty: 4993.151855
	Iteration 20F: 3 clusters Score -2851361 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2851381.750000 Penalty: 4993.151855
	Iteration 21Q: 3 clusters Score -2851382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2851398.500000 Penalty: 4993.151855
	Iteration 22Q: 3 clusters Score -2851398 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2851401.750000 Penalty: 4993.151855
	Iteration 23Q: 3 clusters Score -2851402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2851411.500000 Penalty: 4993.151855
	Iteration 24Q: 3 clusters Score -2851412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2851424.000000 Penalty: 4993.151855
	Iteration 25Q: 3 clusters Score -2851424 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2851432.000000 Penalty: 4993.151855
	Iteration 26Q: 3 clusters Score -2851432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2851440.750000 Penalty: 4993.151855
	Iteration 27Q: 3 clusters Score -2851441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2851454.250000 Penalty: 4993.151855
	Iteration 28Q: 3 clusters Score -2851454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2851457.500000 Penalty: 4993.151855
	Iteration 29Q: 3 clusters Score -2851458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2851472.000000 Penalty: 4993.151855
	Iteration 30Q: 3 clusters Score -2851472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2851477.750000 Penalty: 4993.151855
	Iteration 31Q: 3 clusters Score -2851478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2851483.250000 Penalty: 4993.151855
	Iteration 32Q: 3 clusters Score -2851483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2851479.500000 Penalty: 4993.151855
	Iteration 33Q: 3 clusters Score -2851480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2851472.250000 Penalty: 4993.151855
	Iteration 34Q: 3 clusters Score -2851472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2851485.000000 Penalty: 4993.151855
	Iteration 35Q: 3 clusters Score -2851485 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2851484.500000 Penalty: 4993.151855
	Iteration 36Q: 3 clusters Score -2851484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2851498.500000 Penalty: 4993.151855
	Iteration 37Q: 3 clusters Score -2851498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2851509.750000 Penalty: 4993.151855
	Iteration 38Q: 3 clusters Score -2851510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2851508.250000 Penalty: 4993.151855
	Iteration 39Q: 3 clusters Score -2851508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2851514.500000 Penalty: 4993.151855
	Iteration 40F: 3 clusters Score -2851514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2851510.500000 Penalty: 4993.151855
	Iteration 41Q: 3 clusters Score -2851510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2851516.750000 Penalty: 4993.151855
	Iteration 42Q: 3 clusters Score -2851517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2851532.000000 Penalty: 4993.151855
	Iteration 43Q: 3 clusters Score -2851532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2851530.500000 Penalty: 4993.151855
	Iteration 44Q: 3 clusters Score -2851530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2851536.000000 Penalty: 4993.151855
	Iteration 45Q: 3 clusters Score -2851536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2851540.500000 Penalty: 4993.151855
	Iteration 46Q: 3 clusters Score -2851540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2851553.000000 Penalty: 4993.151855
	Iteration 47Q: 3 clusters Score -2851553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2851548.500000 Penalty: 4993.151855
	Iteration 48Q: 3 clusters Score -2851548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2851561.250000 Penalty: 4993.151855
	Iteration 49Q: 3 clusters Score -2851561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2851562.750000 Penalty: 4993.151855
	Iteration 50Q: 3 clusters Score -2851563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2851570.000000 Penalty: 4993.151855
	Iteration 51Q: 3 clusters Score -2851570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2851577.500000 Penalty: 4993.151855
	Iteration 52Q: 3 clusters Score -2851578 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2851583.250000 Penalty: 4993.151855
	Iteration 53Q: 3 clusters Score -2851583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2851583.250000 Penalty: 4993.151855
	Iteration 54Q: 3 clusters Score -2851583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2851591.000000 Penalty: 4993.151855
	Iteration 55Q: 3 clusters Score -2851591 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2851588.500000 Penalty: 4993.151855
	Iteration 56Q: 3 clusters Score -2851588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2851599.000000 Penalty: 4993.151855
	Iteration 57Q: 3 clusters Score -2851599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2851609.500000 Penalty: 4993.151855
	Iteration 58Q: 3 clusters Score -2851610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2851620.500000 Penalty: 4993.151855
	Iteration 59Q: 3 clusters Score -2851620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2851621.500000 Penalty: 4993.151855
	Iteration 60F: 3 clusters Score -2851622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2851630.000000 Penalty: 4993.151855
	Iteration 61Q: 3 clusters Score -2851630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2851644.000000 Penalty: 4993.151855
	Iteration 62Q: 3 clusters Score -2851644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2851637.750000 Penalty: 4993.151855
	Iteration 63Q: 3 clusters Score -2851638 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2851647.750000 Penalty: 4993.151855
	Iteration 64Q: 3 clusters Score -2851648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2851663.250000 Penalty: 4993.151855
	Iteration 65Q: 3 clusters Score -2851663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2851672.500000 Penalty: 4993.151855
	Iteration 66Q: 3 clusters Score -2851672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2851671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2851675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2851684.250000 Penalty: 4993.151855
	Iteration 69Q: 3 clusters Score -2851684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2851688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2851690.500000 Penalty: 4993.151855
	Iteration 71Q: 3 clusters Score -2851690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2851691.750000 Penalty: 4993.151855
	Iteration 72Q: 3 clusters Score -2851692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2851699.750000 Penalty: 4993.151855
	Iteration 73Q: 3 clusters Score -2851700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2851708.000000 Penalty: 4993.151855
	Iteration 74Q: 3 clusters Score -2851708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2851715.000000 Penalty: 4993.151855
	Iteration 75Q: 3 clusters Score -2851715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2851713.250000 Penalty: 4993.151855
	Iteration 76Q: 3 clusters Score -2851713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2851717.750000 Penalty: 4993.151855
	Iteration 77Q: 3 clusters Score -2851718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2851722.000000 Penalty: 4993.151855
	Iteration 78Q: 3 clusters Score -2851722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2851718.750000 Penalty: 4993.151855
	Iteration 79Q: 3 clusters Score -2851719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2851717.500000 Penalty: 4993.151855
	Iteration 80F: 3 clusters Score -2851718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2851721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2851721.250000 Penalty: 4993.151855
	Iteration 82Q: 3 clusters Score -2851721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2851725.500000 Penalty: 4993.151855
	Iteration 83Q: 3 clusters Score -2851726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2851726.750000 Penalty: 4993.151855
	Iteration 84Q: 3 clusters Score -2851727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2851730.500000 Penalty: 4993.151855
	Iteration 85Q: 3 clusters Score -2851730 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2851730.500000 Penalty: 4993.151855
	Iteration 86Q: 3 clusters Score -2851730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2851734.500000 Penalty: 4993.151855
	Iteration 87Q: 3 clusters Score -2851734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2851737.250000 Penalty: 4993.151855
	Iteration 88Q: 3 clusters Score -2851737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2851744.250000 Penalty: 4993.151855
	Iteration 89Q: 3 clusters Score -2851744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2851734.500000 Penalty: 4993.151855
	Iteration 90Q: 3 clusters Score -2851734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2851738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2851742.500000 Penalty: 4993.151855
	Iteration 92Q: 3 clusters Score -2851742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2851745.750000 Penalty: 4993.151855
	Iteration 93Q: 3 clusters Score -2851746 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2851744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2851741.750000 Penalty: 4993.151855
	Iteration 95Q: 3 clusters Score -2851742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2851739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2851741.750000 Penalty: 4993.151855
	Iteration 97Q: 3 clusters Score -2851742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2851736.000000 Penalty: 4993.151855
	Iteration 98Q: 3 clusters Score -2851736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2851738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2851740.750000 Penalty: 4993.151855
	Iteration 100F: 3 clusters Score -2851741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2851746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2851746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2851746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2851745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2851753.250000 Penalty: 4993.151855
	Iteration 105Q: 3 clusters Score -2851753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2851751.250000 Penalty: 4993.151855
	Iteration 106Q: 3 clusters Score -2851751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2851757.500000 Penalty: 4993.151855
	Iteration 107Q: 3 clusters Score -2851758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2851762.500000 Penalty: 4993.151855
	Iteration 108Q: 3 clusters Score -2851762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2851765.250000 Penalty: 4993.151855
	Iteration 109Q: 3 clusters Score -2851765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2851762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2851758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2851758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2851764.250000 Penalty: 4993.151855
	Iteration 113Q: 3 clusters Score -2851764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2851779.500000 Penalty: 4993.151855
	Iteration 114Q: 3 clusters Score -2851780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2851775.500000 Penalty: 4993.151855
	Iteration 115Q: 3 clusters Score -2851776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2851776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
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Entering Unmasked Estep 
Score: -2851789.000000 Penalty: 4993.151855
	Iteration 117Q: 3 clusters Score -2851789 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18430 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2851796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2851799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2851806.000000 Penalty: 4993.151855
	Iteration 120F: 3 clusters Score -2851806 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18504 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2851817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2851819.750000 Penalty: 4993.151855
	Iteration 122Q: 3 clusters Score -2851820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2851820 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2851833.500000 Penalty: 4993.151855
	Iteration 124Q: 3 clusters Score -2851834 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2851834 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2851842.750000 Penalty: 4993.151855
	Iteration 126Q: 3 clusters Score -2851843 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2851848.250000 Penalty: 4993.151855
	Iteration 127Q: 3 clusters Score -2851848 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2851845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2851851.750000 Penalty: 4993.151855
	Iteration 129Q: 3 clusters Score -2851852 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2851848 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2851859.000000 Penalty: 4993.151855
	Iteration 131Q: 3 clusters Score -2851859 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2851865.250000 Penalty: 4993.151855
	Iteration 132Q: 3 clusters Score -2851865 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2851887.750000 Penalty: 4993.151855
	Iteration 133Q: 3 clusters Score -2851888 nChanged 55
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Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2851888 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2851902 nChanged 65
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Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2851920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2851925.000000 Penalty: 4993.151855
	Iteration 137Q: 3 clusters Score -2851925 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2851934.000000 Penalty: 4993.151855
	Iteration 138Q: 3 clusters Score -2851934 nChanged 42
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Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2851935 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2851939.750000 Penalty: 4993.151855
	Iteration 140F: 3 clusters Score -2851940 nChanged 47
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Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2851955.250000 Penalty: 4993.151855
	Iteration 141Q: 3 clusters Score -2851955 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2851972.750000 Penalty: 4993.151855
	Iteration 142Q: 3 clusters Score -2851973 nChanged 44
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Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2851980.500000 Penalty: 4993.151855
	Iteration 143Q: 3 clusters Score -2851980 nChanged 42
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Mstep: Class 1 contains 19457 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2851976 nChanged 58
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Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2851987 nChanged 64
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Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2852008 nChanged 76
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Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2852021.750000 Penalty: 4993.151855
	Iteration 147Q: 3 clusters Score -2852022 nChanged 69
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Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2852035 nChanged 66
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Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2852052 nChanged 67
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Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2852073 nChanged 76
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Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2852093.750000 Penalty: 4993.151855
	Iteration 151Q: 3 clusters Score -2852094 nChanged 65
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Mstep: Class 1 contains 19974 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2852107 nChanged 70
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Mstep: Class 1 contains 20038 members 
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	Iteration 153Q: 3 clusters Score -2852120 nChanged 68
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Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2852153.500000 Penalty: 4993.151855
	Iteration 154Q: 3 clusters Score -2852154 nChanged 64
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Mstep: Class 1 contains 20160 members 
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Entering Unmasked Estep 
Score: -2852159.250000 Penalty: 4993.151855
	Iteration 155Q: 3 clusters Score -2852159 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2852173.000000 Penalty: 4993.151855
	Iteration 156Q: 3 clusters Score -2852173 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2852188.250000 Penalty: 4993.151855
	Iteration 157Q: 3 clusters Score -2852188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2852202.750000 Penalty: 4993.151855
	Iteration 158Q: 3 clusters Score -2852203 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2852227.000000 Penalty: 4993.151855
	Iteration 159Q: 3 clusters Score -2852227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2852228.000000 Penalty: 4993.151855
	Iteration 160F: 3 clusters Score -2852228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2852239.000000 Penalty: 4993.151855
	Iteration 161Q: 3 clusters Score -2852239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2852245.250000 Penalty: 4993.151855
	Iteration 162Q: 3 clusters Score -2852245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2852247.000000 Penalty: 4993.151855
	Iteration 163Q: 3 clusters Score -2852247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2852248.750000 Penalty: 4993.151855
	Iteration 164Q: 3 clusters Score -2852249 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20500 members 
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Entering Unmasked Estep 
Score: -2852254.500000 Penalty: 4993.151855
	Iteration 165Q: 3 clusters Score -2852254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2852257.250000 Penalty: 4993.151855
	Iteration 166Q: 3 clusters Score -2852257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2852258.250000 Penalty: 4993.151855
	Iteration 167Q: 3 clusters Score -2852258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2852256.500000 Penalty: 4993.151855
	Iteration 168Q: 3 clusters Score -2852256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2852255.500000 Penalty: 4993.151855
	Iteration 169Q: 3 clusters Score -2852256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2852261.250000 Penalty: 4993.151855
	Iteration 170Q: 3 clusters Score -2852261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2852263.000000 Penalty: 4993.151855
	Iteration 171Q: 3 clusters Score -2852263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2852267.000000 Penalty: 4993.151855
	Iteration 172Q: 3 clusters Score -2852267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2852266.250000 Penalty: 4993.151855
	Iteration 173Q: 3 clusters Score -2852266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2852266.000000 Penalty: 4993.151855
	Iteration 174Q: 3 clusters Score -2852266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2852265.750000 Penalty: 4993.151855
	Iteration 175Q: 3 clusters Score -2852266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2852270.250000 Penalty: 4993.151855
	Iteration 176Q: 3 clusters Score -2852270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2852277.000000 Penalty: 4993.151855
	Iteration 177Q: 3 clusters Score -2852277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2852277.000000 Penalty: 4993.151855
	Iteration 178Q: 3 clusters Score -2852277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2852277.250000 Penalty: 4993.151855
	Iteration 179Q: 3 clusters Score -2852277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2852290.750000 Penalty: 4993.151855
	Iteration 180F: 3 clusters Score -2852291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2852289.500000 Penalty: 4993.151855
	Iteration 181Q: 3 clusters Score -2852290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2852299.750000 Penalty: 4993.151855
	Iteration 182Q: 3 clusters Score -2852300 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20732 members 
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Entering Unmasked Estep 
Score: -2852309.250000 Penalty: 4993.151855
	Iteration 183Q: 3 clusters Score -2852309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2852309.750000 Penalty: 4993.151855
	Iteration 184Q: 3 clusters Score -2852310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2852309.000000 Penalty: 4993.151855
	Iteration 185Q: 3 clusters Score -2852309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2852318.750000 Penalty: 4993.151855
	Iteration 186Q: 3 clusters Score -2852319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2852330.000000 Penalty: 4993.151855
	Iteration 187Q: 3 clusters Score -2852330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2852342.250000 Penalty: 4993.151855
	Iteration 188Q: 3 clusters Score -2852342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
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Entering Unmasked Estep 
Score: -2852343.250000 Penalty: 4993.151855
	Iteration 189Q: 3 clusters Score -2852343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2852343.000000 Penalty: 4993.151855
	Iteration 190Q: 3 clusters Score -2852343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2852341.000000 Penalty: 4993.151855
	Iteration 191Q: 3 clusters Score -2852341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2852348.250000 Penalty: 4993.151855
	Iteration 192Q: 3 clusters Score -2852348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
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Entering Unmasked Estep 
Score: -2852343.500000 Penalty: 4993.151855
	Iteration 193Q: 3 clusters Score -2852344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
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Entering Unmasked Estep 
Score: -2852353.250000 Penalty: 4993.151855
	Iteration 194Q: 3 clusters Score -2852353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2852349.750000 Penalty: 4993.151855
	Iteration 195Q: 3 clusters Score -2852350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2852362.500000 Penalty: 4993.151855
	Iteration 196Q: 3 clusters Score -2852362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2852361.750000 Penalty: 4993.151855
	Iteration 197Q: 3 clusters Score -2852362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2852363.500000 Penalty: 4993.151855
	Iteration 198Q: 3 clusters Score -2852364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2852364.000000 Penalty: 4993.151855
	Iteration 199Q: 3 clusters Score -2852364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2852369.000000 Penalty: 4993.151855
	Iteration 200F: 3 clusters Score -2852369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2852372.000000 Penalty: 4993.151855
	Iteration 201Q: 3 clusters Score -2852372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2852377.250000 Penalty: 4993.151855
	Iteration 202Q: 3 clusters Score -2852377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2852378.250000 Penalty: 4993.151855
	Iteration 203Q: 3 clusters Score -2852378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2852385.250000 Penalty: 4993.151855
	Iteration 204Q: 3 clusters Score -2852385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2852395.500000 Penalty: 4993.151855
	Iteration 205Q: 3 clusters Score -2852396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2852396.750000 Penalty: 4993.151855
	Iteration 206Q: 3 clusters Score -2852397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
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Entering Unmasked Estep 
Score: -2852395.750000 Penalty: 4993.151855
	Iteration 207Q: 3 clusters Score -2852396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
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Entering Unmasked Estep 
Score: -2852391.750000 Penalty: 4993.151855
	Iteration 208Q: 3 clusters Score -2852392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2852397.000000 Penalty: 4993.151855
	Iteration 209Q: 3 clusters Score -2852397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
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Entering Unmasked Estep 
Score: -2852404.000000 Penalty: 4993.151855
	Iteration 210Q: 3 clusters Score -2852404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2852407.750000 Penalty: 4993.151855
	Iteration 211Q: 3 clusters Score -2852408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2852406.000000 Penalty: 4993.151855
	Iteration 212Q: 3 clusters Score -2852406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2852418.500000 Penalty: 4993.151855
	Iteration 213Q: 3 clusters Score -2852418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2852422.750000 Penalty: 4993.151855
	Iteration 214Q: 3 clusters Score -2852423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2852427.750000 Penalty: 4993.151855
	Iteration 215Q: 3 clusters Score -2852428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2852421.750000 Penalty: 4993.151855
	Iteration 216Q: 3 clusters Score -2852422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2852425.250000 Penalty: 4993.151855
	Iteration 217Q: 3 clusters Score -2852425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
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Entering Unmasked Estep 
Score: -2852430.500000 Penalty: 4993.151855
	Iteration 218Q: 3 clusters Score -2852430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2852429.000000 Penalty: 4993.151855
	Iteration 219Q: 3 clusters Score -2852429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2852435.250000 Penalty: 4993.151855
	Iteration 220F: 3 clusters Score -2852435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2852438.750000 Penalty: 4993.151855
	Iteration 221Q: 3 clusters Score -2852439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2852439.000000 Penalty: 4993.151855
	Iteration 222Q: 3 clusters Score -2852439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2852438.750000 Penalty: 4993.151855
	Iteration 223Q: 3 clusters Score -2852439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2852442.250000 Penalty: 4993.151855
	Iteration 224Q: 3 clusters Score -2852442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2852445.500000 Penalty: 4993.151855
	Iteration 225Q: 3 clusters Score -2852446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2852451.250000 Penalty: 4993.151855
	Iteration 226Q: 3 clusters Score -2852451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2852464.750000 Penalty: 4993.151855
	Iteration 227Q: 3 clusters Score -2852465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2852462.000000 Penalty: 4993.151855
	Iteration 228Q: 3 clusters Score -2852462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2852469.500000 Penalty: 4993.151855
	Iteration 229Q: 3 clusters Score -2852470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2852471.750000 Penalty: 4993.151855
	Iteration 230Q: 3 clusters Score -2852472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2852471.750000 Penalty: 4993.151855
	Iteration 231Q: 3 clusters Score -2852472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2852473.750000 Penalty: 4993.151855
	Iteration 232Q: 3 clusters Score -2852474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2852483.500000 Penalty: 4993.151855
	Iteration 233Q: 3 clusters Score -2852484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2852495.000000 Penalty: 4993.151855
	Iteration 234Q: 3 clusters Score -2852495 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -2852496 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2852504.500000 Penalty: 4993.151855
	Iteration 236Q: 3 clusters Score -2852504 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2852507.250000 Penalty: 4993.151855
	Iteration 237Q: 3 clusters Score -2852507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2852507.500000 Penalty: 4993.151855
	Iteration 238Q: 3 clusters Score -2852508 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21501 members 
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Entering Unmasked Estep 
Score: -2852506.750000 Penalty: 4993.151855
	Iteration 239Q: 3 clusters Score -2852507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
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Entering Unmasked Estep 
Score: -2852514.000000 Penalty: 4993.151855
	Iteration 240F: 3 clusters Score -2852514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2852514.000000 Penalty: 4993.151855
	Iteration 241Q: 3 clusters Score -2852514 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21524 members 
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Entering Unmasked Estep 
Score: -2852517.250000 Penalty: 4993.151855
	Iteration 242Q: 3 clusters Score -2852517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2852522.750000 Penalty: 4993.151855
	Iteration 243Q: 3 clusters Score -2852523 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2852522.750000 Penalty: 4993.151855
	Iteration 244Q: 3 clusters Score -2852523 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2852522.000000 Penalty: 4993.151855
	Iteration 245Q: 3 clusters Score -2852522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2852524.750000 Penalty: 4993.151855
	Iteration 246Q: 3 clusters Score -2852525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2852523.000000 Penalty: 4993.151855
	Iteration 247Q: 3 clusters Score -2852523 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2852526.750000 Penalty: 4993.151855
	Iteration 248Q: 3 clusters Score -2852527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2852534.000000 Penalty: 4993.151855
	Iteration 249Q: 3 clusters Score -2852534 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2852534.250000 Penalty: 4993.151855
	Iteration 250Q: 3 clusters Score -2852534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2852539.250000 Penalty: 4993.151855
	Iteration 251Q: 3 clusters Score -2852539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2852545.750000 Penalty: 4993.151855
	Iteration 252Q: 3 clusters Score -2852546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2852541.000000 Penalty: 4993.151855
	Iteration 253Q: 3 clusters Score -2852541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2852548.000000 Penalty: 4993.151855
	Iteration 254Q: 3 clusters Score -2852548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2852547.250000 Penalty: 4993.151855
	Iteration 255Q: 3 clusters Score -2852547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2852552.000000 Penalty: 4993.151855
	Iteration 256Q: 3 clusters Score -2852552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2852551.500000 Penalty: 4993.151855
	Iteration 257Q: 3 clusters Score -2852552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2852554.500000 Penalty: 4993.151855
	Iteration 258Q: 3 clusters Score -2852554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2852554.000000 Penalty: 4993.151855
	Iteration 259Q: 3 clusters Score -2852554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2852554.500000 Penalty: 4993.151855
	Iteration 260F: 3 clusters Score -2852554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2852551.000000 Penalty: 4993.151855
	Iteration 261Q: 3 clusters Score -2852551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2852550.250000 Penalty: 4993.151855
	Iteration 262Q: 3 clusters Score -2852550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2852549.750000 Penalty: 4993.151855
	Iteration 263Q: 3 clusters Score -2852550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2852549.750000 Penalty: 4993.151855
	Iteration 264F: 3 clusters Score -2852550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (39198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Entering Unmasked Estep 
Score: -4884186.000000 Penalty: 2622.942383
	Iteration 0F: 2 clusters Score -4884186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -4857669.500000 Penalty: 5245.884766
	Iteration 0F: 3 clusters Score -4857670 nChanged 17823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4867367.500000 Penalty: 5245.884766
	Iteration 1F: 3 clusters Score -4867368 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -4867842.500000 Penalty: 5245.884766
	Iteration 2Q: 3 clusters Score -4867842 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4868217.000000 Penalty: 5245.884766
	Iteration 3Q: 3 clusters Score -4868217 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -4868581.000000 Penalty: 5245.884766
	Iteration 4Q: 3 clusters Score -4868581 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -4868976.500000 Penalty: 5245.884766
	Iteration 5Q: 3 clusters Score -4868976 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -4869419.500000 Penalty: 5245.884766
	Iteration 6Q: 3 clusters Score -4869420 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -4869877.000000 Penalty: 5245.884766
	Iteration 7Q: 3 clusters Score -4869877 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -4870532.000000 Penalty: 5245.884766
	Iteration 8Q: 3 clusters Score -4870532 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4871354.000000 Penalty: 5245.884766
	Iteration 9Q: 3 clusters Score -4871354 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -4872275.000000 Penalty: 5245.884766
	Iteration 10Q: 3 clusters Score -4872275 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -4873235.500000 Penalty: 5245.884766
	Iteration 11Q: 3 clusters Score -4873236 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -4874263.000000 Penalty: 5245.884766
	Iteration 12Q: 3 clusters Score -4874263 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -4875258.500000 Penalty: 5245.884766
	Iteration 13Q: 3 clusters Score -4875258 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -4876109.500000 Penalty: 5245.884766
	Iteration 14Q: 3 clusters Score -4876110 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -4876779.500000 Penalty: 5245.884766
	Iteration 15Q: 3 clusters Score -4876780 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -4877196.500000 Penalty: 5245.884766
	Iteration 16Q: 3 clusters Score -4877196 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -4877424.000000 Penalty: 5245.884766
	Iteration 17Q: 3 clusters Score -4877424 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -4877595.500000 Penalty: 5245.884766
	Iteration 18Q: 3 clusters Score -4877596 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -4877733.500000 Penalty: 5245.884766
	Iteration 19Q: 3 clusters Score -4877734 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -4877816.500000 Penalty: 5245.884766
	Iteration 20F: 3 clusters Score -4877816 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -4877868.500000 Penalty: 5245.884766
	Iteration 21Q: 3 clusters Score -4877868 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -4877928.500000 Penalty: 5245.884766
	Iteration 22Q: 3 clusters Score -4877928 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -4877973.500000 Penalty: 5245.884766
	Iteration 23Q: 3 clusters Score -4877974 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -4878031.500000 Penalty: 5245.884766
	Iteration 24Q: 3 clusters Score -4878032 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4878058.500000 Penalty: 5245.884766
	Iteration 25Q: 3 clusters Score -4878058 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4878091.500000 Penalty: 5245.884766
	Iteration 26Q: 3 clusters Score -4878092 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4878112.500000 Penalty: 5245.884766
	Iteration 27Q: 3 clusters Score -4878112 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -4878130.000000 Penalty: 5245.884766
	Iteration 28Q: 3 clusters Score -4878130 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -4878141.500000 Penalty: 5245.884766
	Iteration 29Q: 3 clusters Score -4878142 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -4878149.500000 Penalty: 5245.884766
	Iteration 30Q: 3 clusters Score -4878150 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -4878188.000000 Penalty: 5245.884766
	Iteration 31Q: 3 clusters Score -4878188 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4878203.000000 Penalty: 5245.884766
	Iteration 32Q: 3 clusters Score -4878203 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -4878235.000000 Penalty: 5245.884766
	Iteration 33Q: 3 clusters Score -4878235 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -4878266.000000 Penalty: 5245.884766
	Iteration 34Q: 3 clusters Score -4878266 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -4878305.500000 Penalty: 5245.884766
	Iteration 35Q: 3 clusters Score -4878306 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -4878327.500000 Penalty: 5245.884766
	Iteration 36Q: 3 clusters Score -4878328 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -4878357.000000 Penalty: 5245.884766
	Iteration 37Q: 3 clusters Score -4878357 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -4878373.000000 Penalty: 5245.884766
	Iteration 38Q: 3 clusters Score -4878373 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -4878407.000000 Penalty: 5245.884766
	Iteration 39Q: 3 clusters Score -4878407 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -4878462.000000 Penalty: 5245.884766
	Iteration 40F: 3 clusters Score -4878462 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -4878502.000000 Penalty: 5245.884766
	Iteration 41Q: 3 clusters Score -4878502 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -4878548.000000 Penalty: 5245.884766
	Iteration 42Q: 3 clusters Score -4878548 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -4878582.000000 Penalty: 5245.884766
	Iteration 43Q: 3 clusters Score -4878582 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -4878644.000000 Penalty: 5245.884766
	Iteration 44Q: 3 clusters Score -4878644 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -4878718.000000 Penalty: 5245.884766
	Iteration 45Q: 3 clusters Score -4878718 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -4878786.000000 Penalty: 5245.884766
	Iteration 46Q: 3 clusters Score -4878786 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -4878854.000000 Penalty: 5245.884766
	Iteration 47Q: 3 clusters Score -4878854 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -4878933.500000 Penalty: 5245.884766
	Iteration 48Q: 3 clusters Score -4878934 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -4879000.500000 Penalty: 5245.884766
	Iteration 49Q: 3 clusters Score -4879000 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -4879102.500000 Penalty: 5245.884766
	Iteration 50Q: 3 clusters Score -4879102 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -4879193.500000 Penalty: 5245.884766
	Iteration 51Q: 3 clusters Score -4879194 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -4879287.000000 Penalty: 5245.884766
	Iteration 52Q: 3 clusters Score -4879287 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -4879386.500000 Penalty: 5245.884766
	Iteration 53Q: 3 clusters Score -4879386 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -4879487.000000 Penalty: 5245.884766
	Iteration 54Q: 3 clusters Score -4879487 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -4879587.500000 Penalty: 5245.884766
	Iteration 55Q: 3 clusters Score -4879588 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -4879706.500000 Penalty: 5245.884766
	Iteration 56Q: 3 clusters Score -4879706 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -4879836.000000 Penalty: 5245.884766
	Iteration 57Q: 3 clusters Score -4879836 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -4879959.500000 Penalty: 5245.884766
	Iteration 58Q: 3 clusters Score -4879960 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -4880069.500000 Penalty: 5245.884766
	Iteration 59Q: 3 clusters Score -4880070 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -4880184.000000 Penalty: 5245.884766
	Iteration 60F: 3 clusters Score -4880184 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -4880289.000000 Penalty: 5245.884766
	Iteration 61Q: 3 clusters Score -4880289 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4880406.500000 Penalty: 5245.884766
	Iteration 62Q: 3 clusters Score -4880406 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -4880524.500000 Penalty: 5245.884766
	Iteration 63Q: 3 clusters Score -4880524 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -4880638.000000 Penalty: 5245.884766
	Iteration 64Q: 3 clusters Score -4880638 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4880738.000000 Penalty: 5245.884766
	Iteration 65Q: 3 clusters Score -4880738 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -4880797.000000 Penalty: 5245.884766
	Iteration 66Q: 3 clusters Score -4880797 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -4880895.000000 Penalty: 5245.884766
	Iteration 67Q: 3 clusters Score -4880895 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -4880970.000000 Penalty: 5245.884766
	Iteration 68Q: 3 clusters Score -4880970 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4881036.500000 Penalty: 5245.884766
	Iteration 69Q: 3 clusters Score -4881036 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4881094.000000 Penalty: 5245.884766
	Iteration 70Q: 3 clusters Score -4881094 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -4881138.000000 Penalty: 5245.884766
	Iteration 71Q: 3 clusters Score -4881138 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -4881190.500000 Penalty: 5245.884766
	Iteration 72Q: 3 clusters Score -4881190 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -4881227.000000 Penalty: 5245.884766
	Iteration 73Q: 3 clusters Score -4881227 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -4881279.000000 Penalty: 5245.884766
	Iteration 74Q: 3 clusters Score -4881279 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -4881310.000000 Penalty: 5245.884766
	Iteration 75Q: 3 clusters Score -4881310 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -4881354.000000 Penalty: 5245.884766
	Iteration 76Q: 3 clusters Score -4881354 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -4881382.500000 Penalty: 5245.884766
	Iteration 77Q: 3 clusters Score -4881382 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -4881413.000000 Penalty: 5245.884766
	Iteration 78Q: 3 clusters Score -4881413 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -4881444.000000 Penalty: 5245.884766
	Iteration 79Q: 3 clusters Score -4881444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -4881475.000000 Penalty: 5245.884766
	Iteration 80F: 3 clusters Score -4881475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -4881509.000000 Penalty: 5245.884766
	Iteration 81Q: 3 clusters Score -4881509 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -4881548.500000 Penalty: 5245.884766
	Iteration 82Q: 3 clusters Score -4881548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -4881580.500000 Penalty: 5245.884766
	Iteration 83Q: 3 clusters Score -4881580 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -4881624.500000 Penalty: 5245.884766
	Iteration 84Q: 3 clusters Score -4881624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -4881647.500000 Penalty: 5245.884766
	Iteration 85Q: 3 clusters Score -4881648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -4881678.000000 Penalty: 5245.884766
	Iteration 86Q: 3 clusters Score -4881678 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -4881703.000000 Penalty: 5245.884766
	Iteration 87Q: 3 clusters Score -4881703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -4881734.000000 Penalty: 5245.884766
	Iteration 88Q: 3 clusters Score -4881734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -4881747.500000 Penalty: 5245.884766
	Iteration 89Q: 3 clusters Score -4881748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -4881774.000000 Penalty: 5245.884766
	Iteration 90Q: 3 clusters Score -4881774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -4881794.500000 Penalty: 5245.884766
	Iteration 91Q: 3 clusters Score -4881794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -4881820.500000 Penalty: 5245.884766
	Iteration 92Q: 3 clusters Score -4881820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -4881822.000000 Penalty: 5245.884766
	Iteration 93Q: 3 clusters Score -4881822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -4881829.000000 Penalty: 5245.884766
	Iteration 94Q: 3 clusters Score -4881829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -4881838.000000 Penalty: 5245.884766
	Iteration 95Q: 3 clusters Score -4881838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4881860.000000 Penalty: 5245.884766
	Iteration 96Q: 3 clusters Score -4881860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4881863.000000 Penalty: 5245.884766
	Iteration 97Q: 3 clusters Score -4881863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -4881871.500000 Penalty: 5245.884766
	Iteration 98Q: 3 clusters Score -4881872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -4881876.000000 Penalty: 5245.884766
	Iteration 99Q: 3 clusters Score -4881876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -4881892.000000 Penalty: 5245.884766
	Iteration 100F: 3 clusters Score -4881892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -4881891.500000 Penalty: 5245.884766
	Iteration 101Q: 3 clusters Score -4881892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -4881901.000000 Penalty: 5245.884766
	Iteration 102Q: 3 clusters Score -4881901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -4881900.000000 Penalty: 5245.884766
	Iteration 103Q: 3 clusters Score -4881900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -4881900.500000 Penalty: 5245.884766
	Iteration 104Q: 3 clusters Score -4881900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -4881907.000000 Penalty: 5245.884766
	Iteration 105Q: 3 clusters Score -4881907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -4881922.000000 Penalty: 5245.884766
	Iteration 106Q: 3 clusters Score -4881922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4881929.500000 Penalty: 5245.884766
	Iteration 107Q: 3 clusters Score -4881930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -4881930.500000 Penalty: 5245.884766
	Iteration 108Q: 3 clusters Score -4881930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -4881938.500000 Penalty: 5245.884766
	Iteration 109Q: 3 clusters Score -4881938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -4881948.500000 Penalty: 5245.884766
	Iteration 110Q: 3 clusters Score -4881948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -4881940.000000 Penalty: 5245.884766
	Iteration 111Q: 3 clusters Score -4881940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -4881946.500000 Penalty: 5245.884766
	Iteration 112Q: 3 clusters Score -4881946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -4881944.500000 Penalty: 5245.884766
	Iteration 113Q: 3 clusters Score -4881944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -4881947.000000 Penalty: 5245.884766
	Iteration 114Q: 3 clusters Score -4881947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -4881948.500000 Penalty: 5245.884766
	Iteration 115Q: 3 clusters Score -4881948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -4881948.000000 Penalty: 5245.884766
	Iteration 116Q: 3 clusters Score -4881948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -4881948.000000 Penalty: 5245.884766
	Iteration 117F: 3 clusters Score -4881948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -597221.312500 Penalty: 2117.951660
	Iteration 0F: 2 clusters Score -597221.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -592673.062500 Penalty: 4235.903320
	Iteration 0F: 3 clusters Score -592673.1 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -593893.750000 Penalty: 4235.903320
	Iteration 1F: 3 clusters Score -593893.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -594205.562500 Penalty: 4235.903320
	Iteration 2F: 3 clusters Score -594205.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -594451.375000 Penalty: 4235.903320
	Iteration 3F: 3 clusters Score -594451.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -594630.250000 Penalty: 4235.903320
	Iteration 4F: 3 clusters Score -594630.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -594785.687500 Penalty: 4235.903320
	Iteration 5Q: 3 clusters Score -594785.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -594965.812500 Penalty: 4235.903320
	Iteration 6Q: 3 clusters Score -594965.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -595161.062500 Penalty: 4235.903320
	Iteration 7Q: 3 clusters Score -595161.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -595364.562500 Penalty: 4235.903320
	Iteration 8Q: 3 clusters Score -595364.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -595543.375000 Penalty: 4235.903320
	Iteration 9Q: 3 clusters Score -595543.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -595646.812500 Penalty: 4235.903320
	Iteration 10Q: 3 clusters Score -595646.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -595730.875000 Penalty: 4235.903320
	Iteration 11Q: 3 clusters Score -595730.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -595789.062500 Penalty: 4235.903320
	Iteration 12Q: 3 clusters Score -595789.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -595845.562500 Penalty: 4235.903320
	Iteration 13Q: 3 clusters Score -595845.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -595892.812500 Penalty: 4235.903320
	Iteration 14Q: 3 clusters Score -595892.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -595933.500000 Penalty: 4235.903320
	Iteration 15Q: 3 clusters Score -595933.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -595971.437500 Penalty: 4235.903320
	Iteration 16Q: 3 clusters Score -595971.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -596001.125000 Penalty: 4235.903320
	Iteration 17Q: 3 clusters Score -596001.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -596027.812500 Penalty: 4235.903320
	Iteration 18Q: 3 clusters Score -596027.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -596048.750000 Penalty: 4235.903320
	Iteration 19Q: 3 clusters Score -596048.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -596066.312500 Penalty: 4235.903320
	Iteration 20F: 3 clusters Score -596066.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -596086.562500 Penalty: 4235.903320
	Iteration 21Q: 3 clusters Score -596086.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -596103.125000 Penalty: 4235.903320
	Iteration 22Q: 3 clusters Score -596103.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -596118.750000 Penalty: 4235.903320
	Iteration 23Q: 3 clusters Score -596118.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -596128.812500 Penalty: 4235.903320
	Iteration 24Q: 3 clusters Score -596128.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -596139.812500 Penalty: 4235.903320
	Iteration 25Q: 3 clusters Score -596139.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -596146.625000 Penalty: 4235.903320
	Iteration 26Q: 3 clusters Score -596146.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -596151.437500 Penalty: 4235.903320
	Iteration 27Q: 3 clusters Score -596151.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -596153.812500 Penalty: 4235.903320
	Iteration 28Q: 3 clusters Score -596153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -596155.312500 Penalty: 4235.903320
	Iteration 29Q: 3 clusters Score -596155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -596155.562500 Penalty: 4235.903320
	Iteration 30Q: 3 clusters Score -596155.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -596156.812500 Penalty: 4235.903320
	Iteration 31Q: 3 clusters Score -596156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -596157.687500 Penalty: 4235.903320
	Iteration 32Q: 3 clusters Score -596157.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -596157.687500 Penalty: 4235.903320
	Iteration 33F: 3 clusters Score -596157.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -378413.125000 Penalty: 2004.435791
	Iteration 0F: 2 clusters Score -378413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -375019.937500 Penalty: 4008.871582
	Iteration 0F: 3 clusters Score -375019.9 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -375740.000000 Penalty: 4008.871582
	Iteration 1F: 3 clusters Score -375740 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -375910.000000 Penalty: 4008.871582
	Iteration 2F: 3 clusters Score -375910 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -376030.906250 Penalty: 4008.871582
	Iteration 3Q: 3 clusters Score -376030.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -376138.875000 Penalty: 4008.871582
	Iteration 4Q: 3 clusters Score -376138.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -376234.625000 Penalty: 4008.871582
	Iteration 5Q: 3 clusters Score -376234.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -376340.875000 Penalty: 4008.871582
	Iteration 6Q: 3 clusters Score -376340.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -376420.281250 Penalty: 4008.871582
	Iteration 7Q: 3 clusters Score -376420.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -376488.843750 Penalty: 4008.871582
	Iteration 8Q: 3 clusters Score -376488.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -376555.000000 Penalty: 4008.871582
	Iteration 9Q: 3 clusters Score -376555 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -376629.343750 Penalty: 4008.871582
	Iteration 10Q: 3 clusters Score -376629.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -376707.468750 Penalty: 4008.871582
	Iteration 11Q: 3 clusters Score -376707.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -376771.031250 Penalty: 4008.871582
	Iteration 12Q: 3 clusters Score -376771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -376814.937500 Penalty: 4008.871582
	Iteration 13Q: 3 clusters Score -376814.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -376869.531250 Penalty: 4008.871582
	Iteration 14Q: 3 clusters Score -376869.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -376909.625000 Penalty: 4008.871582
	Iteration 15Q: 3 clusters Score -376909.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -376937.062500 Penalty: 4008.871582
	Iteration 16Q: 3 clusters Score -376937.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -376959.468750 Penalty: 4008.871582
	Iteration 17Q: 3 clusters Score -376959.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -376980.625000 Penalty: 4008.871582
	Iteration 18Q: 3 clusters Score -376980.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -376992.562500 Penalty: 4008.871582
	Iteration 19Q: 3 clusters Score -376992.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -377003.093750 Penalty: 4008.871582
	Iteration 20F: 3 clusters Score -377003.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -377010.250000 Penalty: 4008.871582
	Iteration 21Q: 3 clusters Score -377010.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -377016.437500 Penalty: 4008.871582
	Iteration 22Q: 3 clusters Score -377016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -377019.375000 Penalty: 4008.871582
	Iteration 23Q: 3 clusters Score -377019.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -377022.156250 Penalty: 4008.871582
	Iteration 24Q: 3 clusters Score -377022.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -377026.343750 Penalty: 4008.871582
	Iteration 25Q: 3 clusters Score -377026.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -377030.125000 Penalty: 4008.871582
	Iteration 26Q: 3 clusters Score -377030.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -377030.562500 Penalty: 4008.871582
	Iteration 27Q: 3 clusters Score -377030.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -377032.687500 Penalty: 4008.871582
	Iteration 28Q: 3 clusters Score -377032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -377033.187500 Penalty: 4008.871582
	Iteration 29Q: 3 clusters Score -377033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -377032.968750 Penalty: 4008.871582
	Iteration 30Q: 3 clusters Score -377033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -377032.968750 Penalty: 4008.871582
	Iteration 31F: 3 clusters Score -377033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -48775.851562 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -48775.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47582.355469 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -47582.36 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47928.316406 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -47928.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48030.953125 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -48030.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48096.398438 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -48096.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48122.250000 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -48122.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48128.355469 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -48128.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48128.355469 Penalty: 2993.598877
	Iteration 6F: 3 clusters Score -48128.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1533711.125000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1533711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1524823.000000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1524823 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1527411.875000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1527412 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1527668.375000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1527668 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1527840.875000 Penalty: 4651.012207
	Iteration 3Q: 3 clusters Score -1527841 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1527972.125000 Penalty: 4651.012207
	Iteration 4Q: 3 clusters Score -1527972 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1528091.250000 Penalty: 4651.012207
	Iteration 5Q: 3 clusters Score -1528091 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1528187.000000 Penalty: 4651.012207
	Iteration 6Q: 3 clusters Score -1528187 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1528271.375000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1528271 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1528350.125000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1528350 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1528429.750000 Penalty: 4651.012207
	Iteration 9Q: 3 clusters Score -1528430 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1528526.250000 Penalty: 4651.012207
	Iteration 10Q: 3 clusters Score -1528526 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1528618.375000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1528618 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1528759.750000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1528760 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1528922.875000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1528923 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1529137.625000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1529138 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1529395.875000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1529396 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1529701.250000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1529701 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1530026.875000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1530027 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1530302.000000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1530302 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1530531.875000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1530532 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1530711.375000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1530711 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1530864.125000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1530864 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1530970.875000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1530971 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1531056.875000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1531057 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1531131.875000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1531132 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1531177.375000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1531177 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1531222.625000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1531223 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1531269.500000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1531270 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1531304.250000 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -1531304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1531326.250000 Penalty: 4651.012207
	Iteration 29Q: 3 clusters Score -1531326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1531344.875000 Penalty: 4651.012207
	Iteration 30Q: 3 clusters Score -1531345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1531358.750000 Penalty: 4651.012207
	Iteration 31Q: 3 clusters Score -1531359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1531375.375000 Penalty: 4651.012207
	Iteration 32Q: 3 clusters Score -1531375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1531387.500000 Penalty: 4651.012207
	Iteration 33Q: 3 clusters Score -1531388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1531397.250000 Penalty: 4651.012207
	Iteration 34Q: 3 clusters Score -1531397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1531406.875000 Penalty: 4651.012207
	Iteration 35Q: 3 clusters Score -1531407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1531415.500000 Penalty: 4651.012207
	Iteration 36Q: 3 clusters Score -1531416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1531425.375000 Penalty: 4651.012207
	Iteration 37Q: 3 clusters Score -1531425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1531434.625000 Penalty: 4651.012207
	Iteration 38Q: 3 clusters Score -1531435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1531439.875000 Penalty: 4651.012207
	Iteration 39Q: 3 clusters Score -1531440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1531448.125000 Penalty: 4651.012207
	Iteration 40F: 3 clusters Score -1531448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1531453.875000 Penalty: 4651.012207
	Iteration 41Q: 3 clusters Score -1531454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1531456.375000 Penalty: 4651.012207
	Iteration 42Q: 3 clusters Score -1531456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1531463.500000 Penalty: 4651.012207
	Iteration 43Q: 3 clusters Score -1531464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1531465.750000 Penalty: 4651.012207
	Iteration 44Q: 3 clusters Score -1531466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1531472.000000 Penalty: 4651.012207
	Iteration 45Q: 3 clusters Score -1531472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1531478.875000 Penalty: 4651.012207
	Iteration 46Q: 3 clusters Score -1531479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1531488.000000 Penalty: 4651.012207
	Iteration 47Q: 3 clusters Score -1531488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1531493.500000 Penalty: 4651.012207
	Iteration 48Q: 3 clusters Score -1531494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1531498.125000 Penalty: 4651.012207
	Iteration 49Q: 3 clusters Score -1531498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1531503.000000 Penalty: 4651.012207
	Iteration 50Q: 3 clusters Score -1531503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1531505.250000 Penalty: 4651.012207
	Iteration 51Q: 3 clusters Score -1531505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1531507.750000 Penalty: 4651.012207
	Iteration 52Q: 3 clusters Score -1531508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1531515.250000 Penalty: 4651.012207
	Iteration 53Q: 3 clusters Score -1531515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1531520.750000 Penalty: 4651.012207
	Iteration 54Q: 3 clusters Score -1531521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1531522.000000 Penalty: 4651.012207
	Iteration 55Q: 3 clusters Score -1531522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1531523.250000 Penalty: 4651.012207
	Iteration 56Q: 3 clusters Score -1531523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1531525.500000 Penalty: 4651.012207
	Iteration 57Q: 3 clusters Score -1531526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1531526.125000 Penalty: 4651.012207
	Iteration 58Q: 3 clusters Score -1531526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1531527.500000 Penalty: 4651.012207
	Iteration 59Q: 3 clusters Score -1531528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1531529.250000 Penalty: 4651.012207
	Iteration 60F: 3 clusters Score -1531529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1531530.875000 Penalty: 4651.012207
	Iteration 61Q: 3 clusters Score -1531531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1531534.500000 Penalty: 4651.012207
	Iteration 62Q: 3 clusters Score -1531534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1531532.875000 Penalty: 4651.012207
	Iteration 63Q: 3 clusters Score -1531533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1531536.875000 Penalty: 4651.012207
	Iteration 64Q: 3 clusters Score -1531537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1531538.000000 Penalty: 4651.012207
	Iteration 65Q: 3 clusters Score -1531538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1531538.000000 Penalty: 4651.012207
	Iteration 66F: 3 clusters Score -1531538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -711658.812500 Penalty: 2150.691650
	Iteration 0F: 2 clusters Score -711658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -706647.375000 Penalty: 4301.383301
	Iteration 0F: 3 clusters Score -706647.4 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -707940.812500 Penalty: 4301.383301
	Iteration 1F: 3 clusters Score -707940.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -708264.937500 Penalty: 4301.383301
	Iteration 2F: 3 clusters Score -708264.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -708534.750000 Penalty: 4301.383301
	Iteration 3F: 3 clusters Score -708534.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -708775.750000 Penalty: 4301.383301
	Iteration 4F: 3 clusters Score -708775.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -708933.687500 Penalty: 4301.383301
	Iteration 5Q: 3 clusters Score -708933.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -709050.312500 Penalty: 4301.383301
	Iteration 6Q: 3 clusters Score -709050.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -709149.062500 Penalty: 4301.383301
	Iteration 7Q: 3 clusters Score -709149.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -709214.500000 Penalty: 4301.383301
	Iteration 8Q: 3 clusters Score -709214.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -709279.500000 Penalty: 4301.383301
	Iteration 9Q: 3 clusters Score -709279.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -709329.375000 Penalty: 4301.383301
	Iteration 10Q: 3 clusters Score -709329.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -709370.937500 Penalty: 4301.383301
	Iteration 11Q: 3 clusters Score -709370.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -709409.062500 Penalty: 4301.383301
	Iteration 12Q: 3 clusters Score -709409.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -709454.937500 Penalty: 4301.383301
	Iteration 13Q: 3 clusters Score -709454.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -709504.000000 Penalty: 4301.383301
	Iteration 14Q: 3 clusters Score -709504 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -709552.250000 Penalty: 4301.383301
	Iteration 15Q: 3 clusters Score -709552.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -709598.437500 Penalty: 4301.383301
	Iteration 16Q: 3 clusters Score -709598.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -709646.562500 Penalty: 4301.383301
	Iteration 17Q: 3 clusters Score -709646.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -709706.312500 Penalty: 4301.383301
	Iteration 18Q: 3 clusters Score -709706.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -709767.500000 Penalty: 4301.383301
	Iteration 19Q: 3 clusters Score -709767.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -709821.250000 Penalty: 4301.383301
	Iteration 20F: 3 clusters Score -709821.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -709879.125000 Penalty: 4301.383301
	Iteration 21Q: 3 clusters Score -709879.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -709917.812500 Penalty: 4301.383301
	Iteration 22Q: 3 clusters Score -709917.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -709950.062500 Penalty: 4301.383301
	Iteration 23Q: 3 clusters Score -709950.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -709982.312500 Penalty: 4301.383301
	Iteration 24Q: 3 clusters Score -709982.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -710016.625000 Penalty: 4301.383301
	Iteration 25Q: 3 clusters Score -710016.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -710043.250000 Penalty: 4301.383301
	Iteration 26Q: 3 clusters Score -710043.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -710073.437500 Penalty: 4301.383301
	Iteration 27Q: 3 clusters Score -710073.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -710103.937500 Penalty: 4301.383301
	Iteration 28Q: 3 clusters Score -710103.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -710131.375000 Penalty: 4301.383301
	Iteration 29Q: 3 clusters Score -710131.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -710159.687500 Penalty: 4301.383301
	Iteration 30Q: 3 clusters Score -710159.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -710185.375000 Penalty: 4301.383301
	Iteration 31Q: 3 clusters Score -710185.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -710212.062500 Penalty: 4301.383301
	Iteration 32Q: 3 clusters Score -710212.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -710235.500000 Penalty: 4301.383301
	Iteration 33Q: 3 clusters Score -710235.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -710254.125000 Penalty: 4301.383301
	Iteration 34Q: 3 clusters Score -710254.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -710273.375000 Penalty: 4301.383301
	Iteration 35Q: 3 clusters Score -710273.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -710291.937500 Penalty: 4301.383301
	Iteration 36Q: 3 clusters Score -710291.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -710307.062500 Penalty: 4301.383301
	Iteration 37Q: 3 clusters Score -710307.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -710317.125000 Penalty: 4301.383301
	Iteration 38Q: 3 clusters Score -710317.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -710332.000000 Penalty: 4301.383301
	Iteration 39Q: 3 clusters Score -710332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -710337.375000 Penalty: 4301.383301
	Iteration 40F: 3 clusters Score -710337.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -710340.437500 Penalty: 4301.383301
	Iteration 41Q: 3 clusters Score -710340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -710343.125000 Penalty: 4301.383301
	Iteration 42Q: 3 clusters Score -710343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -710344.937500 Penalty: 4301.383301
	Iteration 43Q: 3 clusters Score -710344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -710346.500000 Penalty: 4301.383301
	Iteration 44Q: 3 clusters Score -710346.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -710349.687500 Penalty: 4301.383301
	Iteration 45Q: 3 clusters Score -710349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -710351.437500 Penalty: 4301.383301
	Iteration 46Q: 3 clusters Score -710351.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -710354.437500 Penalty: 4301.383301
	Iteration 47Q: 3 clusters Score -710354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -710354.937500 Penalty: 4301.383301
	Iteration 48Q: 3 clusters Score -710354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -710356.375000 Penalty: 4301.383301
	Iteration 49Q: 3 clusters Score -710356.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -710359.625000 Penalty: 4301.383301
	Iteration 50Q: 3 clusters Score -710359.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -710361.250000 Penalty: 4301.383301
	Iteration 51Q: 3 clusters Score -710361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -710362.250000 Penalty: 4301.383301
	Iteration 52Q: 3 clusters Score -710362.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -710362.250000 Penalty: 4301.383301
	Iteration 53F: 3 clusters Score -710362.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -317040.937500 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -317040.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -313984.750000 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -313984.8 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -314618.062500 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -314618.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -314794.343750 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -314794.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -314966.312500 Penalty: 3917.059082
	Iteration 3F: 3 clusters Score -314966.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -315133.968750 Penalty: 3917.059082
	Iteration 4F: 3 clusters Score -315134 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -315307.437500 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -315307.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -315427.000000 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -315427 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -315560.531250 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -315560.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -315699.687500 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -315699.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -315825.281250 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -315825.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -315954.375000 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -315954.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -316069.093750 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -316069.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -316191.718750 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -316191.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -316301.437500 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -316301.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -316400.875000 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -316400.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -316504.843750 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -316504.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -316571.125000 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -316571.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -316601.656250 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -316601.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -316621.687500 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -316621.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -316629.343750 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -316629.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -316635.531250 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -316635.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -316646.781250 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -316646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -316650.343750 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -316650.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -316654.281250 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -316654.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -316656.406250 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -316656.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -316660.718750 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -316660.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -316666.031250 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -316666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -316667.875000 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -316667.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -316672.562500 Penalty: 3917.059082
	Iteration 28Q: 3 clusters Score -316672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -316673.875000 Penalty: 3917.059082
	Iteration 29Q: 3 clusters Score -316673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -316674.750000 Penalty: 3917.059082
	Iteration 30Q: 3 clusters Score -316674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -316675.312500 Penalty: 3917.059082
	Iteration 31Q: 3 clusters Score -316675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -316676.187500 Penalty: 3917.059082
	Iteration 32Q: 3 clusters Score -316676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -316676.718750 Penalty: 3917.059082
	Iteration 33Q: 3 clusters Score -316676.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -316676.781250 Penalty: 3917.059082
	Iteration 34Q: 3 clusters Score -316676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -316677.000000 Penalty: 3917.059082
	Iteration 35Q: 3 clusters Score -316677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -316677.000000 Penalty: 3917.059082
	Iteration 36F: 3 clusters Score -316677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -264906.000000 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -264906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -262191.843750 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -262191.8 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -262703.500000 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -262703.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -262842.593750 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -262842.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -262935.468750 Penalty: 3822.926025
	Iteration 3Q: 3 clusters Score -262935.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -263005.406250 Penalty: 3822.926025
	Iteration 4Q: 3 clusters Score -263005.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -263067.250000 Penalty: 3822.926025
	Iteration 5Q: 3 clusters Score -263067.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -263136.781250 Penalty: 3822.926025
	Iteration 6Q: 3 clusters Score -263136.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -263208.593750 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -263208.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -263286.218750 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -263286.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -263389.093750 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -263389.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -263488.187500 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -263488.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -263567.937500 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -263567.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -263626.500000 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -263626.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -263664.156250 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -263664.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -263692.343750 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -263692.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -263710.343750 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -263710.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -263728.062500 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -263728.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -263740.156250 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -263740.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -263748.343750 Penalty: 3822.926025
	Iteration 18Q: 3 clusters Score -263748.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -263755.187500 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -263755.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -263760.843750 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -263760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -263764.718750 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -263764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -263768.281250 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -263768.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -263770.656250 Penalty: 3822.926025
	Iteration 23Q: 3 clusters Score -263770.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -263773.750000 Penalty: 3822.926025
	Iteration 24Q: 3 clusters Score -263773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -263776.187500 Penalty: 3822.926025
	Iteration 25Q: 3 clusters Score -263776.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -263776.625000 Penalty: 3822.926025
	Iteration 26Q: 3 clusters Score -263776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -263777.968750 Penalty: 3822.926025
	Iteration 27Q: 3 clusters Score -263778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -263779.437500 Penalty: 3822.926025
	Iteration 28Q: 3 clusters Score -263779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -263780.125000 Penalty: 3822.926025
	Iteration 29Q: 3 clusters Score -263780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -263783.125000 Penalty: 3822.926025
	Iteration 30Q: 3 clusters Score -263783.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -263783.125000 Penalty: 3822.926025
	Iteration 31F: 3 clusters Score -263783.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Entering Unmasked Estep 
Score: -2191345.000000 Penalty: 2428.373535
	Iteration 0F: 2 clusters Score -2191345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2178744.000000 Penalty: 4856.747070
	Iteration 0F: 3 clusters Score -2178744 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2182834.750000 Penalty: 4856.747070
	Iteration 1F: 3 clusters Score -2182835 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2183224.750000 Penalty: 4856.747070
	Iteration 2F: 3 clusters Score -2183225 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2183556.250000 Penalty: 4856.747070
	Iteration 3Q: 3 clusters Score -2183556 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2183872.500000 Penalty: 4856.747070
	Iteration 4Q: 3 clusters Score -2183872 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2184236.250000 Penalty: 4856.747070
	Iteration 5Q: 3 clusters Score -2184236 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2184609.000000 Penalty: 4856.747070
	Iteration 6Q: 3 clusters Score -2184609 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2185042.500000 Penalty: 4856.747070
	Iteration 7Q: 3 clusters Score -2185042 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2185568.500000 Penalty: 4856.747070
	Iteration 8Q: 3 clusters Score -2185568 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2186172.000000 Penalty: 4856.747070
	Iteration 9Q: 3 clusters Score -2186172 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2186838.500000 Penalty: 4856.747070
	Iteration 10Q: 3 clusters Score -2186838 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2187490.000000 Penalty: 4856.747070
	Iteration 11Q: 3 clusters Score -2187490 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2188088.000000 Penalty: 4856.747070
	Iteration 12Q: 3 clusters Score -2188088 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2188559.500000 Penalty: 4856.747070
	Iteration 13Q: 3 clusters Score -2188560 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2188925.750000 Penalty: 4856.747070
	Iteration 14Q: 3 clusters Score -2188926 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2189144.750000 Penalty: 4856.747070
	Iteration 15Q: 3 clusters Score -2189145 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2189278.250000 Penalty: 4856.747070
	Iteration 16Q: 3 clusters Score -2189278 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2189360.000000 Penalty: 4856.747070
	Iteration 17Q: 3 clusters Score -2189360 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2189432.500000 Penalty: 4856.747070
	Iteration 18Q: 3 clusters Score -2189432 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2189471.000000 Penalty: 4856.747070
	Iteration 19Q: 3 clusters Score -2189471 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2189510.500000 Penalty: 4856.747070
	Iteration 20F: 3 clusters Score -2189510 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2189523.750000 Penalty: 4856.747070
	Iteration 21Q: 3 clusters Score -2189524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2189549.750000 Penalty: 4856.747070
	Iteration 22Q: 3 clusters Score -2189550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2189556.750000 Penalty: 4856.747070
	Iteration 23Q: 3 clusters Score -2189557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2189566.250000 Penalty: 4856.747070
	Iteration 24Q: 3 clusters Score -2189566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2189567.000000 Penalty: 4856.747070
	Iteration 25Q: 3 clusters Score -2189567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2189577.250000 Penalty: 4856.747070
	Iteration 26Q: 3 clusters Score -2189577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2189578.750000 Penalty: 4856.747070
	Iteration 27Q: 3 clusters Score -2189579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2189580.250000 Penalty: 4856.747070
	Iteration 28Q: 3 clusters Score -2189580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2189582.750000 Penalty: 4856.747070
	Iteration 29Q: 3 clusters Score -2189583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2189588.500000 Penalty: 4856.747070
	Iteration 30Q: 3 clusters Score -2189588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2189600.750000 Penalty: 4856.747070
	Iteration 31Q: 3 clusters Score -2189601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2189598.500000 Penalty: 4856.747070
	Iteration 32Q: 3 clusters Score -2189598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2189599.500000 Penalty: 4856.747070
	Iteration 33Q: 3 clusters Score -2189600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2189606.000000 Penalty: 4856.747070
	Iteration 34Q: 3 clusters Score -2189606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2189601.000000 Penalty: 4856.747070
	Iteration 35Q: 3 clusters Score -2189601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2189604.000000 Penalty: 4856.747070
	Iteration 36Q: 3 clusters Score -2189604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2189608.750000 Penalty: 4856.747070
	Iteration 37Q: 3 clusters Score -2189609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2189610.750000 Penalty: 4856.747070
	Iteration 38Q: 3 clusters Score -2189611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2189610.250000 Penalty: 4856.747070
	Iteration 39Q: 3 clusters Score -2189610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2189612.000000 Penalty: 4856.747070
	Iteration 40F: 3 clusters Score -2189612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2189612.750000 Penalty: 4856.747070
	Iteration 41Q: 3 clusters Score -2189613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2189615.000000 Penalty: 4856.747070
	Iteration 42Q: 3 clusters Score -2189615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2189616.250000 Penalty: 4856.747070
	Iteration 43Q: 3 clusters Score -2189616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2189614.000000 Penalty: 4856.747070
	Iteration 44Q: 3 clusters Score -2189614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2189611.000000 Penalty: 4856.747070
	Iteration 45Q: 3 clusters Score -2189611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2189607.750000 Penalty: 4856.747070
	Iteration 46Q: 3 clusters Score -2189608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2189608.750000 Penalty: 4856.747070
	Iteration 47Q: 3 clusters Score -2189609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2189607.250000 Penalty: 4856.747070
	Iteration 48Q: 3 clusters Score -2189607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2189611.500000 Penalty: 4856.747070
	Iteration 49Q: 3 clusters Score -2189612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2189611.500000 Penalty: 4856.747070
	Iteration 50F: 3 clusters Score -2189612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -686948.875000 Penalty: 2143.318848
	Iteration 0F: 2 clusters Score -686948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -682000.937500 Penalty: 4286.637695
	Iteration 0F: 3 clusters Score -682000.9 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -683182.562500 Penalty: 4286.637695
	Iteration 1F: 3 clusters Score -683182.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -683398.312500 Penalty: 4286.637695
	Iteration 2F: 3 clusters Score -683398.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -683551.937500 Penalty: 4286.637695
	Iteration 3Q: 3 clusters Score -683551.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -683687.687500 Penalty: 4286.637695
	Iteration 4Q: 3 clusters Score -683687.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -683828.250000 Penalty: 4286.637695
	Iteration 5Q: 3 clusters Score -683828.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -683986.562500 Penalty: 4286.637695
	Iteration 6Q: 3 clusters Score -683986.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -684211.000000 Penalty: 4286.637695
	Iteration 7Q: 3 clusters Score -684211 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -684454.187500 Penalty: 4286.637695
	Iteration 8Q: 3 clusters Score -684454.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -684677.875000 Penalty: 4286.637695
	Iteration 9Q: 3 clusters Score -684677.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -684920.250000 Penalty: 4286.637695
	Iteration 10Q: 3 clusters Score -684920.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -685131.250000 Penalty: 4286.637695
	Iteration 11Q: 3 clusters Score -685131.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -685304.375000 Penalty: 4286.637695
	Iteration 12Q: 3 clusters Score -685304.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -685447.375000 Penalty: 4286.637695
	Iteration 13Q: 3 clusters Score -685447.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -685559.437500 Penalty: 4286.637695
	Iteration 14Q: 3 clusters Score -685559.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -685651.750000 Penalty: 4286.637695
	Iteration 15Q: 3 clusters Score -685651.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -685712.437500 Penalty: 4286.637695
	Iteration 16Q: 3 clusters Score -685712.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -685750.000000 Penalty: 4286.637695
	Iteration 17Q: 3 clusters Score -685750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -685777.625000 Penalty: 4286.637695
	Iteration 18Q: 3 clusters Score -685777.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -685806.125000 Penalty: 4286.637695
	Iteration 19Q: 3 clusters Score -685806.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -685831.312500 Penalty: 4286.637695
	Iteration 20F: 3 clusters Score -685831.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -685850.562500 Penalty: 4286.637695
	Iteration 21Q: 3 clusters Score -685850.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -685870.312500 Penalty: 4286.637695
	Iteration 22Q: 3 clusters Score -685870.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -685888.437500 Penalty: 4286.637695
	Iteration 23Q: 3 clusters Score -685888.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -685901.312500 Penalty: 4286.637695
	Iteration 24Q: 3 clusters Score -685901.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -685911.312500 Penalty: 4286.637695
	Iteration 25Q: 3 clusters Score -685911.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -685919.250000 Penalty: 4286.637695
	Iteration 26Q: 3 clusters Score -685919.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -685927.750000 Penalty: 4286.637695
	Iteration 27Q: 3 clusters Score -685927.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -685933.125000 Penalty: 4286.637695
	Iteration 28Q: 3 clusters Score -685933.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -685938.312500 Penalty: 4286.637695
	Iteration 29Q: 3 clusters Score -685938.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -685940.875000 Penalty: 4286.637695
	Iteration 30Q: 3 clusters Score -685940.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -685940.812500 Penalty: 4286.637695
	Iteration 31Q: 3 clusters Score -685940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -685943.500000 Penalty: 4286.637695
	Iteration 32Q: 3 clusters Score -685943.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -685942.687500 Penalty: 4286.637695
	Iteration 33Q: 3 clusters Score -685942.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -685944.687500 Penalty: 4286.637695
	Iteration 34Q: 3 clusters Score -685944.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -685945.687500 Penalty: 4286.637695
	Iteration 35Q: 3 clusters Score -685945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -685946.250000 Penalty: 4286.637695
	Iteration 36Q: 3 clusters Score -685946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -685946.250000 Penalty: 4286.637695
	Iteration 37F: 3 clusters Score -685946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (69440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Entering Unmasked Estep 
Score: -7792004.000000 Penalty: 2764.758057
	Iteration 0F: 2 clusters Score -7792004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -7745404.000000 Penalty: 5529.516113
	Iteration 0F: 3 clusters Score -7745404 nChanged 32444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -7764276.500000 Penalty: 5529.516113
	Iteration 1F: 3 clusters Score -7764276 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -7765719.500000 Penalty: 5529.516113
	Iteration 2Q: 3 clusters Score -7765720 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -7767557.000000 Penalty: 5529.516113
	Iteration 3F: 3 clusters Score -7767557 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -7769908.000000 Penalty: 5529.516113
	Iteration 4F: 3 clusters Score -7769908 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -7772562.000000 Penalty: 5529.516113
	Iteration 5F: 3 clusters Score -7772562 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -7775380.000000 Penalty: 5529.516113
	Iteration 6F: 3 clusters Score -7775380 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -7778157.000000 Penalty: 5529.516113
	Iteration 7F: 3 clusters Score -7778157 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -7780830.000000 Penalty: 5529.516113
	Iteration 8F: 3 clusters Score -7780830 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -7782846.000000 Penalty: 5529.516113
	Iteration 9Q: 3 clusters Score -7782846 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -7784437.500000 Penalty: 5529.516113
	Iteration 10Q: 3 clusters Score -7784438 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -7785658.500000 Penalty: 5529.516113
	Iteration 11Q: 3 clusters Score -7785658 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -7786629.500000 Penalty: 5529.516113
	Iteration 12Q: 3 clusters Score -7786630 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -7787275.000000 Penalty: 5529.516113
	Iteration 13Q: 3 clusters Score -7787275 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -7787879.500000 Penalty: 5529.516113
	Iteration 14Q: 3 clusters Score -7787880 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -7788372.500000 Penalty: 5529.516113
	Iteration 15Q: 3 clusters Score -7788372 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -7788755.500000 Penalty: 5529.516113
	Iteration 16Q: 3 clusters Score -7788756 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -7789024.500000 Penalty: 5529.516113
	Iteration 17Q: 3 clusters Score -7789024 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -7789224.000000 Penalty: 5529.516113
	Iteration 18Q: 3 clusters Score -7789224 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 67226 members 
Entering Unmasked Estep 
Score: -7789362.500000 Penalty: 5529.516113
	Iteration 19Q: 3 clusters Score -7789362 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 67487 members 
Entering Unmasked Estep 
Score: -7789493.000000 Penalty: 5529.516113
	Iteration 20F: 3 clusters Score -7789493 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -7789616.000000 Penalty: 5529.516113
	Iteration 21Q: 3 clusters Score -7789616 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -7789654.500000 Penalty: 5529.516113
	Iteration 22Q: 3 clusters Score -7789654 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -7789732.000000 Penalty: 5529.516113
	Iteration 23Q: 3 clusters Score -7789732 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -7789752.500000 Penalty: 5529.516113
	Iteration 24Q: 3 clusters Score -7789752 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -7789775.000000 Penalty: 5529.516113
	Iteration 25Q: 3 clusters Score -7789775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -7789799.500000 Penalty: 5529.516113
	Iteration 26Q: 3 clusters Score -7789800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -7789819.500000 Penalty: 5529.516113
	Iteration 27Q: 3 clusters Score -7789820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -7789826.500000 Penalty: 5529.516113
	Iteration 28Q: 3 clusters Score -7789826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -7789841.000000 Penalty: 5529.516113
	Iteration 29Q: 3 clusters Score -7789841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -7789841.000000 Penalty: 5529.516113
	Iteration 30Q: 3 clusters Score -7789841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -7789854.000000 Penalty: 5529.516113
	Iteration 31Q: 3 clusters Score -7789854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -7789857.000000 Penalty: 5529.516113
	Iteration 32Q: 3 clusters Score -7789857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -7789859.500000 Penalty: 5529.516113
	Iteration 33Q: 3 clusters Score -7789860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -7789875.500000 Penalty: 5529.516113
	Iteration 34Q: 3 clusters Score -7789876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -7789871.500000 Penalty: 5529.516113
	Iteration 35Q: 3 clusters Score -7789872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -7789876.500000 Penalty: 5529.516113
	Iteration 36Q: 3 clusters Score -7789876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 68382 members 
Entering Unmasked Estep 
Score: -7789873.000000 Penalty: 5529.516113
	Iteration 37Q: 3 clusters Score -7789873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -7789871.000000 Penalty: 5529.516113
	Iteration 38Q: 3 clusters Score -7789871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -7789883.500000 Penalty: 5529.516113
	Iteration 39Q: 3 clusters Score -7789884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 68411 members 
Entering Unmasked Estep 
Score: -7789886.000000 Penalty: 5529.516113
	Iteration 40F: 3 clusters Score -7789886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -7789892.500000 Penalty: 5529.516113
	Iteration 41Q: 3 clusters Score -7789892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -7789903.500000 Penalty: 5529.516113
	Iteration 42Q: 3 clusters Score -7789904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -7789908.000000 Penalty: 5529.516113
	Iteration 43Q: 3 clusters Score -7789908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 68455 members 
Entering Unmasked Estep 
Score: -7789919.500000 Penalty: 5529.516113
	Iteration 44Q: 3 clusters Score -7789920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -7789932.000000 Penalty: 5529.516113
	Iteration 45Q: 3 clusters Score -7789932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -7789936.000000 Penalty: 5529.516113
	Iteration 46Q: 3 clusters Score -7789936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -7789944.500000 Penalty: 5529.516113
	Iteration 47Q: 3 clusters Score -7789944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -7789938.000000 Penalty: 5529.516113
	Iteration 48Q: 3 clusters Score -7789938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 68507 members 
Entering Unmasked Estep 
Score: -7789943.500000 Penalty: 5529.516113
	Iteration 49Q: 3 clusters Score -7789944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 68515 members 
Entering Unmasked Estep 
Score: -7789954.000000 Penalty: 5529.516113
	Iteration 50Q: 3 clusters Score -7789954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 68519 members 
Entering Unmasked Estep 
Score: -7789950.500000 Penalty: 5529.516113
	Iteration 51Q: 3 clusters Score -7789950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -7789952.500000 Penalty: 5529.516113
	Iteration 52Q: 3 clusters Score -7789952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -7789958.500000 Penalty: 5529.516113
	Iteration 53Q: 3 clusters Score -7789958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -7789952.000000 Penalty: 5529.516113
	Iteration 54Q: 3 clusters Score -7789952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -7789952.500000 Penalty: 5529.516113
	Iteration 55Q: 3 clusters Score -7789952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -7789958.000000 Penalty: 5529.516113
	Iteration 56Q: 3 clusters Score -7789958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -7789961.000000 Penalty: 5529.516113
	Iteration 57Q: 3 clusters Score -7789961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -7789961.500000 Penalty: 5529.516113
	Iteration 58Q: 3 clusters Score -7789962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -7789962.000000 Penalty: 5529.516113
	Iteration 59Q: 3 clusters Score -7789962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -7789966.000000 Penalty: 5529.516113
	Iteration 60F: 3 clusters Score -7789966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -7789969.000000 Penalty: 5529.516113
	Iteration 61Q: 3 clusters Score -7789969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -7789969.000000 Penalty: 5529.516113
	Iteration 62F: 3 clusters Score -7789969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -621044.562500 Penalty: 2154.276611
	Iteration 0F: 2 clusters Score -621044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -615941.500000 Penalty: 4308.553223
	Iteration 0F: 3 clusters Score -615941.5 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -617512.687500 Penalty: 4308.553223
	Iteration 1F: 3 clusters Score -617512.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -617963.500000 Penalty: 4308.553223
	Iteration 2F: 3 clusters Score -617963.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -618313.562500 Penalty: 4308.553223
	Iteration 3F: 3 clusters Score -618313.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -618615.687500 Penalty: 4308.553223
	Iteration 4F: 3 clusters Score -618615.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -618866.937500 Penalty: 4308.553223
	Iteration 5F: 3 clusters Score -618866.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -619073.500000 Penalty: 4308.553223
	Iteration 6Q: 3 clusters Score -619073.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -619284.000000 Penalty: 4308.553223
	Iteration 7Q: 3 clusters Score -619284 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -619506.187500 Penalty: 4308.553223
	Iteration 8Q: 3 clusters Score -619506.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -619701.562500 Penalty: 4308.553223
	Iteration 9Q: 3 clusters Score -619701.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -619838.000000 Penalty: 4308.553223
	Iteration 10Q: 3 clusters Score -619838 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -619927.375000 Penalty: 4308.553223
	Iteration 11Q: 3 clusters Score -619927.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -619999.625000 Penalty: 4308.553223
	Iteration 12Q: 3 clusters Score -619999.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -620042.500000 Penalty: 4308.553223
	Iteration 13Q: 3 clusters Score -620042.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -620069.625000 Penalty: 4308.553223
	Iteration 14Q: 3 clusters Score -620069.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -620092.750000 Penalty: 4308.553223
	Iteration 15Q: 3 clusters Score -620092.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -620106.375000 Penalty: 4308.553223
	Iteration 16Q: 3 clusters Score -620106.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -620115.500000 Penalty: 4308.553223
	Iteration 17Q: 3 clusters Score -620115.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -620121.187500 Penalty: 4308.553223
	Iteration 18Q: 3 clusters Score -620121.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -620132.812500 Penalty: 4308.553223
	Iteration 19Q: 3 clusters Score -620132.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -620137.625000 Penalty: 4308.553223
	Iteration 20F: 3 clusters Score -620137.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -620143.375000 Penalty: 4308.553223
	Iteration 21Q: 3 clusters Score -620143.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -620146.250000 Penalty: 4308.553223
	Iteration 22Q: 3 clusters Score -620146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -620146.750000 Penalty: 4308.553223
	Iteration 23Q: 3 clusters Score -620146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -620146.312500 Penalty: 4308.553223
	Iteration 24Q: 3 clusters Score -620146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -620146.500000 Penalty: 4308.553223
	Iteration 25Q: 3 clusters Score -620146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -620146.750000 Penalty: 4308.553223
	Iteration 26Q: 3 clusters Score -620146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -620146.750000 Penalty: 4308.553223
	Iteration 27F: 3 clusters Score -620146.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -60864.640625 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -60864.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59484.355469 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -59484.36 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59671.996094 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -59672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -59916.878906 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -59916.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59984.859375 Penalty: 2986.427490
	Iteration 3F: 3 clusters Score -59984.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60029.339844 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -60029.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60076.789062 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -60076.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60115.628906 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -60115.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60137.132812 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -60137.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60164.035156 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -60164.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60194.574219 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -60194.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60198.890625 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -60198.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60204.078125 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -60204.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60204.078125 Penalty: 2986.427490
	Iteration 12F: 3 clusters Score -60204.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (19393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Entering Unmasked Estep 
Score: -2448331.750000 Penalty: 2448.421387
	Iteration 0F: 2 clusters Score -2448332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2434739.500000 Penalty: 4896.842773
	Iteration 0F: 3 clusters Score -2434740 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2439159.250000 Penalty: 4896.842773
	Iteration 1F: 3 clusters Score -2439159 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2439491.500000 Penalty: 4896.842773
	Iteration 2Q: 3 clusters Score -2439492 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2439757.750000 Penalty: 4896.842773
	Iteration 3Q: 3 clusters Score -2439758 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2439986.500000 Penalty: 4896.842773
	Iteration 4Q: 3 clusters Score -2439986 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2440259.500000 Penalty: 4896.842773
	Iteration 5Q: 3 clusters Score -2440260 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2440524.500000 Penalty: 4896.842773
	Iteration 6Q: 3 clusters Score -2440524 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2440911.500000 Penalty: 4896.842773
	Iteration 7Q: 3 clusters Score -2440912 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2441473.750000 Penalty: 4896.842773
	Iteration 8Q: 3 clusters Score -2441474 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2442253.750000 Penalty: 4896.842773
	Iteration 9F: 3 clusters Score -2442254 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2443191.250000 Penalty: 4896.842773
	Iteration 10F: 3 clusters Score -2443191 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2444140.750000 Penalty: 4896.842773
	Iteration 11F: 3 clusters Score -2444141 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2444908.750000 Penalty: 4896.842773
	Iteration 12Q: 3 clusters Score -2444909 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2445397.500000 Penalty: 4896.842773
	Iteration 13Q: 3 clusters Score -2445398 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2445718.500000 Penalty: 4896.842773
	Iteration 14Q: 3 clusters Score -2445718 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2445904.750000 Penalty: 4896.842773
	Iteration 15Q: 3 clusters Score -2445905 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2445998.750000 Penalty: 4896.842773
	Iteration 16Q: 3 clusters Score -2445999 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2446056.000000 Penalty: 4896.842773
	Iteration 17Q: 3 clusters Score -2446056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2446101.750000 Penalty: 4896.842773
	Iteration 18Q: 3 clusters Score -2446102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2446135.250000 Penalty: 4896.842773
	Iteration 19Q: 3 clusters Score -2446135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2446152.500000 Penalty: 4896.842773
	Iteration 20F: 3 clusters Score -2446152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2446167.500000 Penalty: 4896.842773
	Iteration 21Q: 3 clusters Score -2446168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2446173.750000 Penalty: 4896.842773
	Iteration 22Q: 3 clusters Score -2446174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2446181.250000 Penalty: 4896.842773
	Iteration 23Q: 3 clusters Score -2446181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2446186.250000 Penalty: 4896.842773
	Iteration 24Q: 3 clusters Score -2446186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2446188.750000 Penalty: 4896.842773
	Iteration 25Q: 3 clusters Score -2446189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2446189.750000 Penalty: 4896.842773
	Iteration 26Q: 3 clusters Score -2446190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2446192.750000 Penalty: 4896.842773
	Iteration 27Q: 3 clusters Score -2446193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2446190.500000 Penalty: 4896.842773
	Iteration 28Q: 3 clusters Score -2446190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2446193.000000 Penalty: 4896.842773
	Iteration 29Q: 3 clusters Score -2446193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2446198.750000 Penalty: 4896.842773
	Iteration 30Q: 3 clusters Score -2446199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2446205.250000 Penalty: 4896.842773
	Iteration 31Q: 3 clusters Score -2446205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2446205.250000 Penalty: 4896.842773
	Iteration 32F: 3 clusters Score -2446205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -391336.593750 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -391336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -387937.156250 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -387937.2 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -388631.875000 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -388631.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -388792.968750 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -388793 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -388887.187500 Penalty: 3993.307129
	Iteration 3F: 3 clusters Score -388887.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -388942.937500 Penalty: 3993.307129
	Iteration 4Q: 3 clusters Score -388942.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -388989.125000 Penalty: 3993.307129
	Iteration 5Q: 3 clusters Score -388989.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -389017.625000 Penalty: 3993.307129
	Iteration 6Q: 3 clusters Score -389017.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -389040.437500 Penalty: 3993.307129
	Iteration 7Q: 3 clusters Score -389040.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -389060.781250 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -389060.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -389080.218750 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -389080.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -389099.000000 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -389099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -389120.968750 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -389121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -389145.375000 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -389145.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -389162.031250 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -389162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -389177.781250 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -389177.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -389189.093750 Penalty: 3993.307129
	Iteration 15Q: 3 clusters Score -389189.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -389204.843750 Penalty: 3993.307129
	Iteration 16Q: 3 clusters Score -389204.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -389224.625000 Penalty: 3993.307129
	Iteration 17Q: 3 clusters Score -389224.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -389247.656250 Penalty: 3993.307129
	Iteration 18Q: 3 clusters Score -389247.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -389266.125000 Penalty: 3993.307129
	Iteration 19Q: 3 clusters Score -389266.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -389279.062500 Penalty: 3993.307129
	Iteration 20F: 3 clusters Score -389279.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -389288.437500 Penalty: 3993.307129
	Iteration 21Q: 3 clusters Score -389288.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -389299.156250 Penalty: 3993.307129
	Iteration 22Q: 3 clusters Score -389299.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -389309.093750 Penalty: 3993.307129
	Iteration 23Q: 3 clusters Score -389309.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -389320.000000 Penalty: 3993.307129
	Iteration 24Q: 3 clusters Score -389320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -389331.093750 Penalty: 3993.307129
	Iteration 25Q: 3 clusters Score -389331.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -389346.906250 Penalty: 3993.307129
	Iteration 26Q: 3 clusters Score -389346.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -389359.468750 Penalty: 3993.307129
	Iteration 27Q: 3 clusters Score -389359.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -389372.218750 Penalty: 3993.307129
	Iteration 28Q: 3 clusters Score -389372.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -389379.906250 Penalty: 3993.307129
	Iteration 29Q: 3 clusters Score -389379.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -389384.062500 Penalty: 3993.307129
	Iteration 30Q: 3 clusters Score -389384.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -389389.687500 Penalty: 3993.307129
	Iteration 31Q: 3 clusters Score -389389.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -389391.937500 Penalty: 3993.307129
	Iteration 32Q: 3 clusters Score -389391.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -389396.406250 Penalty: 3993.307129
	Iteration 33Q: 3 clusters Score -389396.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -389403.375000 Penalty: 3993.307129
	Iteration 34Q: 3 clusters Score -389403.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -389408.250000 Penalty: 3993.307129
	Iteration 35Q: 3 clusters Score -389408.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -389411.500000 Penalty: 3993.307129
	Iteration 36Q: 3 clusters Score -389411.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -389415.968750 Penalty: 3993.307129
	Iteration 37Q: 3 clusters Score -389416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -389417.687500 Penalty: 3993.307129
	Iteration 38Q: 3 clusters Score -389417.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -389419.343750 Penalty: 3993.307129
	Iteration 39Q: 3 clusters Score -389419.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -389420.187500 Penalty: 3993.307129
	Iteration 40F: 3 clusters Score -389420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -389420.062500 Penalty: 3993.307129
	Iteration 41Q: 3 clusters Score -389420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -389421.000000 Penalty: 3993.307129
	Iteration 42Q: 3 clusters Score -389421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -389421.000000 Penalty: 3993.307129
	Iteration 43F: 3 clusters Score -389421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -500519.218750 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -500519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -496459.906250 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -496459.9 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -497696.687500 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -497696.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -498287.218750 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -498287.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -498818.781250 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -498818.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -499298.343750 Penalty: 4147.986328
	Iteration 4F: 3 clusters Score -499298.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -499675.000000 Penalty: 4147.986328
	Iteration 5F: 3 clusters Score -499675 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -499946.500000 Penalty: 4147.986328
	Iteration 6Q: 3 clusters Score -499946.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -500081.531250 Penalty: 4147.986328
	Iteration 7Q: 3 clusters Score -500081.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -500169.562500 Penalty: 4147.986328
	Iteration 8Q: 3 clusters Score -500169.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -500216.875000 Penalty: 4147.986328
	Iteration 9Q: 3 clusters Score -500216.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -500250.781250 Penalty: 4147.986328
	Iteration 10Q: 3 clusters Score -500250.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -500267.437500 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -500267.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -500283.093750 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -500283.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -500306.062500 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -500306.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -500316.781250 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -500316.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -500322.218750 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -500322.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -500323.125000 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -500323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -500323.718750 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -500323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -500324.375000 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -500324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -500326.062500 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -500326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -500327.062500 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -500327.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -500327.125000 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -500327.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -500327.125000 Penalty: 4147.986328
	Iteration 22F: 3 clusters Score -500327.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -32322.693359 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -32322.69 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 259 members 
Entering Unmasked Estep 
Score: -30971.236328 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -30971.24 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31203.658203 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -31203.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -31353.050781 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -31353.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -31486.058594 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -31486.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -31569.480469 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -31569.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -31682.382812 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -31682.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -31770.238281 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -31770.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -31790.617188 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -31790.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -31793.976562 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -31793.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -31796.472656 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -31796.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -31796.595703 Penalty: 3077.460693
	Iteration 10F: 3 clusters Score -31796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -31818.691406 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -31818.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -31843.630859 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -31843.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -31853.494141 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -31853.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -31857.949219 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -31857.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -31857.949219 Penalty: 3077.460693
	Iteration 15F: 3 clusters Score -31857.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -433885.875000 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -433885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -430178.312500 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -430178.3 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -431019.812500 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -431019.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -431271.125000 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -431271.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -431458.843750 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -431458.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -431656.156250 Penalty: 4076.785645
	Iteration 4F: 3 clusters Score -431656.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -431844.593750 Penalty: 4076.785645
	Iteration 5F: 3 clusters Score -431844.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -432050.750000 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -432050.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -432284.437500 Penalty: 4076.785645
	Iteration 7F: 3 clusters Score -432284.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -432469.812500 Penalty: 4076.785645
	Iteration 8F: 3 clusters Score -432469.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -432589.687500 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -432589.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -432660.187500 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -432660.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -432708.718750 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -432708.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -432743.625000 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -432743.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -432772.437500 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -432772.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -432796.062500 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -432796.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -432818.031250 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -432818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -432833.625000 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -432833.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -432848.906250 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -432848.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -432879.218750 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -432879.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -432922.750000 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -432922.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -432953.187500 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -432953.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -432988.468750 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -432988.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -433021.281250 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -433021.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -433049.875000 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -433049.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -433082.812500 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -433082.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -433108.125000 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -433108.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -433128.562500 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -433128.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -433150.687500 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -433150.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -433166.031250 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -433166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -433180.500000 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -433180.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -433199.500000 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -433199.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -433215.562500 Penalty: 4076.785645
	Iteration 31Q: 3 clusters Score -433215.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -433232.468750 Penalty: 4076.785645
	Iteration 32Q: 3 clusters Score -433232.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -433240.062500 Penalty: 4076.785645
	Iteration 33Q: 3 clusters Score -433240.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -433245.250000 Penalty: 4076.785645
	Iteration 34Q: 3 clusters Score -433245.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -433249.000000 Penalty: 4076.785645
	Iteration 35Q: 3 clusters Score -433249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -433253.187500 Penalty: 4076.785645
	Iteration 36Q: 3 clusters Score -433253.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -433256.125000 Penalty: 4076.785645
	Iteration 37Q: 3 clusters Score -433256.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -433258.156250 Penalty: 4076.785645
	Iteration 38Q: 3 clusters Score -433258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -433258.843750 Penalty: 4076.785645
	Iteration 39Q: 3 clusters Score -433258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -433260.000000 Penalty: 4076.785645
	Iteration 40F: 3 clusters Score -433260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -433260.281250 Penalty: 4076.785645
	Iteration 41Q: 3 clusters Score -433260.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -433260.281250 Penalty: 4076.785645
	Iteration 42F: 3 clusters Score -433260.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -1999647.875000 Penalty: 2411.967529
	Iteration 0F: 2 clusters Score -1999648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1987680.125000 Penalty: 4823.935059
	Iteration 0F: 3 clusters Score -1987680 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1991567.250000 Penalty: 4823.935059
	Iteration 1F: 3 clusters Score -1991567 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1991981.000000 Penalty: 4823.935059
	Iteration 2F: 3 clusters Score -1991981 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1992401.250000 Penalty: 4823.935059
	Iteration 3F: 3 clusters Score -1992401 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1992884.375000 Penalty: 4823.935059
	Iteration 4F: 3 clusters Score -1992884 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1993600.000000 Penalty: 4823.935059
	Iteration 5F: 3 clusters Score -1993600 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1994552.125000 Penalty: 4823.935059
	Iteration 6F: 3 clusters Score -1994552 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1995522.250000 Penalty: 4823.935059
	Iteration 7F: 3 clusters Score -1995522 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1996293.000000 Penalty: 4823.935059
	Iteration 8F: 3 clusters Score -1996293 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1996787.875000 Penalty: 4823.935059
	Iteration 9Q: 3 clusters Score -1996788 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1997066.250000 Penalty: 4823.935059
	Iteration 10Q: 3 clusters Score -1997066 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1997248.625000 Penalty: 4823.935059
	Iteration 11Q: 3 clusters Score -1997249 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1997373.250000 Penalty: 4823.935059
	Iteration 12Q: 3 clusters Score -1997373 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1997460.375000 Penalty: 4823.935059
	Iteration 13Q: 3 clusters Score -1997460 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1997543.375000 Penalty: 4823.935059
	Iteration 14Q: 3 clusters Score -1997543 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1997621.875000 Penalty: 4823.935059
	Iteration 15Q: 3 clusters Score -1997622 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1997667.375000 Penalty: 4823.935059
	Iteration 16Q: 3 clusters Score -1997667 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1997709.250000 Penalty: 4823.935059
	Iteration 17Q: 3 clusters Score -1997709 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1997748.000000 Penalty: 4823.935059
	Iteration 18Q: 3 clusters Score -1997748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1997774.750000 Penalty: 4823.935059
	Iteration 19Q: 3 clusters Score -1997775 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1997797.375000 Penalty: 4823.935059
	Iteration 20F: 3 clusters Score -1997797 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1997810.125000 Penalty: 4823.935059
	Iteration 21Q: 3 clusters Score -1997810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1997816.750000 Penalty: 4823.935059
	Iteration 22Q: 3 clusters Score -1997817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1997831.375000 Penalty: 4823.935059
	Iteration 23Q: 3 clusters Score -1997831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1997839.875000 Penalty: 4823.935059
	Iteration 24Q: 3 clusters Score -1997840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1997847.125000 Penalty: 4823.935059
	Iteration 25Q: 3 clusters Score -1997847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1997853.375000 Penalty: 4823.935059
	Iteration 26Q: 3 clusters Score -1997853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1997863.000000 Penalty: 4823.935059
	Iteration 27Q: 3 clusters Score -1997863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1997864.500000 Penalty: 4823.935059
	Iteration 28Q: 3 clusters Score -1997864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1997863.750000 Penalty: 4823.935059
	Iteration 29Q: 3 clusters Score -1997864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1997865.750000 Penalty: 4823.935059
	Iteration 30Q: 3 clusters Score -1997866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1997861.750000 Penalty: 4823.935059
	Iteration 31Q: 3 clusters Score -1997862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1997865.250000 Penalty: 4823.935059
	Iteration 32Q: 3 clusters Score -1997865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1997869.625000 Penalty: 4823.935059
	Iteration 33Q: 3 clusters Score -1997870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1997872.500000 Penalty: 4823.935059
	Iteration 34Q: 3 clusters Score -1997872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1997870.625000 Penalty: 4823.935059
	Iteration 35Q: 3 clusters Score -1997871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1997867.375000 Penalty: 4823.935059
	Iteration 36Q: 3 clusters Score -1997867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1997871.250000 Penalty: 4823.935059
	Iteration 37Q: 3 clusters Score -1997871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1997872.375000 Penalty: 4823.935059
	Iteration 38Q: 3 clusters Score -1997872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1997870.750000 Penalty: 4823.935059
	Iteration 39Q: 3 clusters Score -1997871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1997874.750000 Penalty: 4823.935059
	Iteration 40F: 3 clusters Score -1997875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1997871.500000 Penalty: 4823.935059
	Iteration 41Q: 3 clusters Score -1997872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1997873.375000 Penalty: 4823.935059
	Iteration 42Q: 3 clusters Score -1997873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1997872.250000 Penalty: 4823.935059
	Iteration 43Q: 3 clusters Score -1997872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1997873.625000 Penalty: 4823.935059
	Iteration 44Q: 3 clusters Score -1997874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1997871.500000 Penalty: 4823.935059
	Iteration 45Q: 3 clusters Score -1997872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1997871.500000 Penalty: 4823.935059
	Iteration 46F: 3 clusters Score -1997872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -369002.187500 Penalty: 1994.987793
	Iteration 0F: 2 clusters Score -369002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -365667.968750 Penalty: 3989.975586
	Iteration 0F: 3 clusters Score -365668 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -366370.250000 Penalty: 3989.975586
	Iteration 1F: 3 clusters Score -366370.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -366560.062500 Penalty: 3989.975586
	Iteration 2F: 3 clusters Score -366560.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -366676.562500 Penalty: 3989.975586
	Iteration 3F: 3 clusters Score -366676.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -366746.656250 Penalty: 3989.975586
	Iteration 4Q: 3 clusters Score -366746.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -366798.937500 Penalty: 3989.975586
	Iteration 5Q: 3 clusters Score -366798.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -366836.437500 Penalty: 3989.975586
	Iteration 6Q: 3 clusters Score -366836.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -366860.906250 Penalty: 3989.975586
	Iteration 7Q: 3 clusters Score -366860.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -366878.625000 Penalty: 3989.975586
	Iteration 8Q: 3 clusters Score -366878.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -366896.156250 Penalty: 3989.975586
	Iteration 9Q: 3 clusters Score -366896.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -366910.406250 Penalty: 3989.975586
	Iteration 10Q: 3 clusters Score -366910.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -366929.125000 Penalty: 3989.975586
	Iteration 11Q: 3 clusters Score -366929.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -366944.343750 Penalty: 3989.975586
	Iteration 12Q: 3 clusters Score -366944.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -366956.625000 Penalty: 3989.975586
	Iteration 13Q: 3 clusters Score -366956.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -366965.718750 Penalty: 3989.975586
	Iteration 14Q: 3 clusters Score -366965.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -366972.593750 Penalty: 3989.975586
	Iteration 15Q: 3 clusters Score -366972.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -366977.812500 Penalty: 3989.975586
	Iteration 16Q: 3 clusters Score -366977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -366980.625000 Penalty: 3989.975586
	Iteration 17Q: 3 clusters Score -366980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -366983.000000 Penalty: 3989.975586
	Iteration 18Q: 3 clusters Score -366983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -366985.250000 Penalty: 3989.975586
	Iteration 19Q: 3 clusters Score -366985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -366988.218750 Penalty: 3989.975586
	Iteration 20F: 3 clusters Score -366988.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -366991.156250 Penalty: 3989.975586
	Iteration 21Q: 3 clusters Score -366991.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -366997.031250 Penalty: 3989.975586
	Iteration 22Q: 3 clusters Score -366997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -367002.000000 Penalty: 3989.975586
	Iteration 23Q: 3 clusters Score -367002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -367005.937500 Penalty: 3989.975586
	Iteration 24Q: 3 clusters Score -367005.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -367008.687500 Penalty: 3989.975586
	Iteration 25Q: 3 clusters Score -367008.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -367014.031250 Penalty: 3989.975586
	Iteration 26Q: 3 clusters Score -367014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -367020.750000 Penalty: 3989.975586
	Iteration 27Q: 3 clusters Score -367020.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -367027.968750 Penalty: 3989.975586
	Iteration 28Q: 3 clusters Score -367028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -367036.718750 Penalty: 3989.975586
	Iteration 29Q: 3 clusters Score -367036.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -367044.968750 Penalty: 3989.975586
	Iteration 30Q: 3 clusters Score -367045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -367053.312500 Penalty: 3989.975586
	Iteration 31Q: 3 clusters Score -367053.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -367060.218750 Penalty: 3989.975586
	Iteration 32Q: 3 clusters Score -367060.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -367067.312500 Penalty: 3989.975586
	Iteration 33Q: 3 clusters Score -367067.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -367072.812500 Penalty: 3989.975586
	Iteration 34Q: 3 clusters Score -367072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -367075.750000 Penalty: 3989.975586
	Iteration 35Q: 3 clusters Score -367075.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -367078.250000 Penalty: 3989.975586
	Iteration 36Q: 3 clusters Score -367078.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -367085.750000 Penalty: 3989.975586
	Iteration 37Q: 3 clusters Score -367085.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -367091.500000 Penalty: 3989.975586
	Iteration 38Q: 3 clusters Score -367091.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -367099.718750 Penalty: 3989.975586
	Iteration 39Q: 3 clusters Score -367099.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -367108.125000 Penalty: 3989.975586
	Iteration 40F: 3 clusters Score -367108.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -367115.343750 Penalty: 3989.975586
	Iteration 41Q: 3 clusters Score -367115.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -367121.031250 Penalty: 3989.975586
	Iteration 42Q: 3 clusters Score -367121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -367126.906250 Penalty: 3989.975586
	Iteration 43Q: 3 clusters Score -367126.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -367136.281250 Penalty: 3989.975586
	Iteration 44Q: 3 clusters Score -367136.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -367146.250000 Penalty: 3989.975586
	Iteration 45Q: 3 clusters Score -367146.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -367155.937500 Penalty: 3989.975586
	Iteration 46Q: 3 clusters Score -367155.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -367164.500000 Penalty: 3989.975586
	Iteration 47Q: 3 clusters Score -367164.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -367173.843750 Penalty: 3989.975586
	Iteration 48Q: 3 clusters Score -367173.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -367183.250000 Penalty: 3989.975586
	Iteration 49Q: 3 clusters Score -367183.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -367189.687500 Penalty: 3989.975586
	Iteration 50Q: 3 clusters Score -367189.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -367196.281250 Penalty: 3989.975586
	Iteration 51Q: 3 clusters Score -367196.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -367204.812500 Penalty: 3989.975586
	Iteration 52Q: 3 clusters Score -367204.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -367214.125000 Penalty: 3989.975586
	Iteration 53Q: 3 clusters Score -367214.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -367224.656250 Penalty: 3989.975586
	Iteration 54Q: 3 clusters Score -367224.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -367239.875000 Penalty: 3989.975586
	Iteration 55Q: 3 clusters Score -367239.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -367250.625000 Penalty: 3989.975586
	Iteration 56Q: 3 clusters Score -367250.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -367260.562500 Penalty: 3989.975586
	Iteration 57Q: 3 clusters Score -367260.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -367266.937500 Penalty: 3989.975586
	Iteration 58Q: 3 clusters Score -367266.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -367271.937500 Penalty: 3989.975586
	Iteration 59Q: 3 clusters Score -367271.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -367277.312500 Penalty: 3989.975586
	Iteration 60F: 3 clusters Score -367277.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -367282.500000 Penalty: 3989.975586
	Iteration 61Q: 3 clusters Score -367282.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -367287.062500 Penalty: 3989.975586
	Iteration 62Q: 3 clusters Score -367287.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -367290.781250 Penalty: 3989.975586
	Iteration 63Q: 3 clusters Score -367290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -367294.312500 Penalty: 3989.975586
	Iteration 64Q: 3 clusters Score -367294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -367296.437500 Penalty: 3989.975586
	Iteration 65Q: 3 clusters Score -367296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -367297.656250 Penalty: 3989.975586
	Iteration 66Q: 3 clusters Score -367297.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -367299.125000 Penalty: 3989.975586
	Iteration 67Q: 3 clusters Score -367299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -367299.125000 Penalty: 3989.975586
	Iteration 68Q: 3 clusters Score -367299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -367300.562500 Penalty: 3989.975586
	Iteration 69Q: 3 clusters Score -367300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -367301.062500 Penalty: 3989.975586
	Iteration 70Q: 3 clusters Score -367301.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -367301.468750 Penalty: 3989.975586
	Iteration 71Q: 3 clusters Score -367301.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -367301.468750 Penalty: 3989.975586
	Iteration 72F: 3 clusters Score -367301.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -75109.171875 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -75109.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73408.820312 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -73408.82 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73628.062500 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -73628.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -73698.398438 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -73698.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73726.187500 Penalty: 3257.766602
	Iteration 3Q: 3 clusters Score -73726.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73744.984375 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -73744.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73753.968750 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -73753.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73760.859375 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -73760.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73763.515625 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -73763.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73768.914062 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -73768.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73775.125000 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -73775.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73775.125000 Penalty: 3257.766602
	Iteration 10F: 3 clusters Score -73775.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -241321.000000 Penalty: 1829.529175
	Iteration 0F: 2 clusters Score -241321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -238980.296875 Penalty: 3659.058350
	Iteration 0F: 3 clusters Score -238980.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -239429.046875 Penalty: 3659.058350
	Iteration 1F: 3 clusters Score -239429 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -239614.578125 Penalty: 3659.058350
	Iteration 2F: 3 clusters Score -239614.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -239811.562500 Penalty: 3659.058350
	Iteration 3F: 3 clusters Score -239811.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -239964.546875 Penalty: 3659.058350
	Iteration 4F: 3 clusters Score -239964.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -240091.968750 Penalty: 3659.058350
	Iteration 5Q: 3 clusters Score -240092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -240195.718750 Penalty: 3659.058350
	Iteration 6Q: 3 clusters Score -240195.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240251.000000 Penalty: 3659.058350
	Iteration 7Q: 3 clusters Score -240251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240285.781250 Penalty: 3659.058350
	Iteration 8Q: 3 clusters Score -240285.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -240319.578125 Penalty: 3659.058350
	Iteration 9Q: 3 clusters Score -240319.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -240347.953125 Penalty: 3659.058350
	Iteration 10Q: 3 clusters Score -240348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -240374.046875 Penalty: 3659.058350
	Iteration 11Q: 3 clusters Score -240374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -240391.406250 Penalty: 3659.058350
	Iteration 12Q: 3 clusters Score -240391.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -240399.421875 Penalty: 3659.058350
	Iteration 13Q: 3 clusters Score -240399.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240406.640625 Penalty: 3659.058350
	Iteration 14Q: 3 clusters Score -240406.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240409.671875 Penalty: 3659.058350
	Iteration 15Q: 3 clusters Score -240409.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -240411.671875 Penalty: 3659.058350
	Iteration 16Q: 3 clusters Score -240411.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -240415.062500 Penalty: 3659.058350
	Iteration 17Q: 3 clusters Score -240415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -240416.265625 Penalty: 3659.058350
	Iteration 18Q: 3 clusters Score -240416.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -240416.500000 Penalty: 3659.058350
	Iteration 19Q: 3 clusters Score -240416.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -240416.500000 Penalty: 3659.058350
	Iteration 20F: 3 clusters Score -240416.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -180523.937500 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -180523.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -178221.515625 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -178221.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -178577.296875 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -178577.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -178677.437500 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -178677.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -178735.671875 Penalty: 3629.337402
	Iteration 3Q: 3 clusters Score -178735.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -178776.343750 Penalty: 3629.337402
	Iteration 4Q: 3 clusters Score -178776.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -178802.875000 Penalty: 3629.337402
	Iteration 5Q: 3 clusters Score -178802.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -178826.937500 Penalty: 3629.337402
	Iteration 6Q: 3 clusters Score -178826.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -178843.359375 Penalty: 3629.337402
	Iteration 7Q: 3 clusters Score -178843.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -178852.359375 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -178852.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -178860.687500 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -178860.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -178867.359375 Penalty: 3629.337402
	Iteration 10Q: 3 clusters Score -178867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -178870.937500 Penalty: 3629.337402
	Iteration 11Q: 3 clusters Score -178870.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -178874.546875 Penalty: 3629.337402
	Iteration 12Q: 3 clusters Score -178874.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -178878.234375 Penalty: 3629.337402
	Iteration 13Q: 3 clusters Score -178878.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -178886.281250 Penalty: 3629.337402
	Iteration 14Q: 3 clusters Score -178886.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -178889.140625 Penalty: 3629.337402
	Iteration 15Q: 3 clusters Score -178889.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -178891.625000 Penalty: 3629.337402
	Iteration 16Q: 3 clusters Score -178891.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -178891.625000 Penalty: 3629.337402
	Iteration 17F: 3 clusters Score -178891.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -259135.578125 Penalty: 1909.336182
	Iteration 0F: 2 clusters Score -259135.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -256356.578125 Penalty: 3818.672363
	Iteration 0F: 3 clusters Score -256356.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -256898.984375 Penalty: 3818.672363
	Iteration 1F: 3 clusters Score -256899 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -257086.859375 Penalty: 3818.672363
	Iteration 2F: 3 clusters Score -257086.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -257236.609375 Penalty: 3818.672363
	Iteration 3F: 3 clusters Score -257236.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -257343.625000 Penalty: 3818.672363
	Iteration 4Q: 3 clusters Score -257343.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -257419.484375 Penalty: 3818.672363
	Iteration 5Q: 3 clusters Score -257419.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -257486.296875 Penalty: 3818.672363
	Iteration 6Q: 3 clusters Score -257486.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -257532.812500 Penalty: 3818.672363
	Iteration 7Q: 3 clusters Score -257532.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -257593.984375 Penalty: 3818.672363
	Iteration 8Q: 3 clusters Score -257594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -257634.796875 Penalty: 3818.672363
	Iteration 9Q: 3 clusters Score -257634.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -257677.125000 Penalty: 3818.672363
	Iteration 10Q: 3 clusters Score -257677.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -257713.187500 Penalty: 3818.672363
	Iteration 11Q: 3 clusters Score -257713.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -257736.875000 Penalty: 3818.672363
	Iteration 12Q: 3 clusters Score -257736.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -257755.609375 Penalty: 3818.672363
	Iteration 13Q: 3 clusters Score -257755.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -257775.984375 Penalty: 3818.672363
	Iteration 14Q: 3 clusters Score -257776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -257792.875000 Penalty: 3818.672363
	Iteration 15Q: 3 clusters Score -257792.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -257813.078125 Penalty: 3818.672363
	Iteration 16Q: 3 clusters Score -257813.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -257829.062500 Penalty: 3818.672363
	Iteration 17Q: 3 clusters Score -257829.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -257834.640625 Penalty: 3818.672363
	Iteration 18Q: 3 clusters Score -257834.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -257838.796875 Penalty: 3818.672363
	Iteration 19Q: 3 clusters Score -257838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -257840.921875 Penalty: 3818.672363
	Iteration 20F: 3 clusters Score -257840.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -257842.578125 Penalty: 3818.672363
	Iteration 21Q: 3 clusters Score -257842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -257845.375000 Penalty: 3818.672363
	Iteration 22Q: 3 clusters Score -257845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -257845.718750 Penalty: 3818.672363
	Iteration 23Q: 3 clusters Score -257845.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -257845.718750 Penalty: 3818.672363
	Iteration 24F: 3 clusters Score -257845.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (91322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Entering Unmasked Estep 
Score: -11132433.000000 Penalty: 2832.692383
	Iteration 0F: 2 clusters Score -1.113243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -11071307.000000 Penalty: 5665.384766
	Iteration 0F: 3 clusters Score -1.107131e+07 nChanged 43026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -11095299.000000 Penalty: 5665.384766
	Iteration 1F: 3 clusters Score -1.10953e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -11096046.000000 Penalty: 5665.384766
	Iteration 2Q: 3 clusters Score -1.109605e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -11096764.000000 Penalty: 5665.384766
	Iteration 3Q: 3 clusters Score -1.109676e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -11097879.000000 Penalty: 5665.384766
	Iteration 4Q: 3 clusters Score -1.109788e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -11099492.000000 Penalty: 5665.384766
	Iteration 5Q: 3 clusters Score -1.109949e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -11102207.000000 Penalty: 5665.384766
	Iteration 6F: 3 clusters Score -1.110221e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -11106375.000000 Penalty: 5665.384766
	Iteration 7F: 3 clusters Score -1.110638e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -11112007.000000 Penalty: 5665.384766
	Iteration 8F: 3 clusters Score -1.111201e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -11117874.000000 Penalty: 5665.384766
	Iteration 9F: 3 clusters Score -1.111787e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -11122831.000000 Penalty: 5665.384766
	Iteration 10F: 3 clusters Score -1.112283e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 86860 members 
Entering Unmasked Estep 
Score: -11126227.000000 Penalty: 5665.384766
	Iteration 11Q: 3 clusters Score -1.112623e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 89136 members 
Entering Unmasked Estep 
Score: -11128190.000000 Penalty: 5665.384766
	Iteration 12Q: 3 clusters Score -1.112819e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -11129132.000000 Penalty: 5665.384766
	Iteration 13Q: 3 clusters Score -1.112913e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 90661 members 
Entering Unmasked Estep 
Score: -11129531.000000 Penalty: 5665.384766
	Iteration 14Q: 3 clusters Score -1.112953e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -11129732.000000 Penalty: 5665.384766
	Iteration 15Q: 3 clusters Score -1.112973e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 90911 members 
Entering Unmasked Estep 
Score: -11129828.000000 Penalty: 5665.384766
	Iteration 16Q: 3 clusters Score -1.112983e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -11129865.000000 Penalty: 5665.384766
	Iteration 17Q: 3 clusters Score -1.112986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 90962 members 
Entering Unmasked Estep 
Score: -11129891.000000 Penalty: 5665.384766
	Iteration 18Q: 3 clusters Score -1.112989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 90969 members 
Entering Unmasked Estep 
Score: -11129901.000000 Penalty: 5665.384766
	Iteration 19Q: 3 clusters Score -1.11299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -11129917.000000 Penalty: 5665.384766
	Iteration 20F: 3 clusters Score -1.112992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 90974 members 
Entering Unmasked Estep 
Score: -11129929.000000 Penalty: 5665.384766
	Iteration 21Q: 3 clusters Score -1.112993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 90979 members 
Entering Unmasked Estep 
Score: -11129955.000000 Penalty: 5665.384766
	Iteration 22Q: 3 clusters Score -1.112996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -11129981.000000 Penalty: 5665.384766
	Iteration 23Q: 3 clusters Score -1.112998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 90989 members 
Entering Unmasked Estep 
Score: -11129995.000000 Penalty: 5665.384766
	Iteration 24Q: 3 clusters Score -1.113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 90991 members 
Entering Unmasked Estep 
Score: -11130007.000000 Penalty: 5665.384766
	Iteration 25Q: 3 clusters Score -1.113001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 90994 members 
Entering Unmasked Estep 
Score: -11130014.000000 Penalty: 5665.384766
	Iteration 26Q: 3 clusters Score -1.113001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 90994 members 
Entering Unmasked Estep 
Score: -11130025.000000 Penalty: 5665.384766
	Iteration 27Q: 3 clusters Score -1.113002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -11130046.000000 Penalty: 5665.384766
	Iteration 28Q: 3 clusters Score -1.113005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 91000 members 
Entering Unmasked Estep 
Score: -11130049.000000 Penalty: 5665.384766
	Iteration 29Q: 3 clusters Score -1.113005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 91001 members 
Entering Unmasked Estep 
Score: -11130045.000000 Penalty: 5665.384766
	Iteration 30Q: 3 clusters Score -1.113004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 91001 members 
Entering Unmasked Estep 
Score: -11130045.000000 Penalty: 5665.384766
	Iteration 31F: 3 clusters Score -1.113004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -428868.937500 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -428868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -425201.687500 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -425201.7 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -425971.812500 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -425971.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -426154.468750 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -426154.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -426270.625000 Penalty: 4071.006348
	Iteration 3Q: 3 clusters Score -426270.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -426374.875000 Penalty: 4071.006348
	Iteration 4Q: 3 clusters Score -426374.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -426470.031250 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -426470 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -426552.343750 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -426552.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -426631.218750 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -426631.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -426702.343750 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -426702.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -426796.468750 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -426796.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -426876.187500 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -426876.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -426941.718750 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -426941.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -427000.625000 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -427000.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -427076.156250 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -427076.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -427141.031250 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -427141 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -427195.500000 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -427195.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -427257.687500 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -427257.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -427320.031250 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -427320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -427368.250000 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -427368.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -427410.250000 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -427410.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -427442.000000 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -427442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -427479.312500 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -427479.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -427528.781250 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -427528.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -427582.406250 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -427582.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -427615.062500 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -427615.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -427631.406250 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -427631.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -427644.718750 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -427644.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -427654.187500 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -427654.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -427661.812500 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -427661.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -427664.968750 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -427665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -427668.531250 Penalty: 4071.006348
	Iteration 30Q: 3 clusters Score -427668.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -427672.125000 Penalty: 4071.006348
	Iteration 31Q: 3 clusters Score -427672.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -427673.750000 Penalty: 4071.006348
	Iteration 32Q: 3 clusters Score -427673.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -427677.125000 Penalty: 4071.006348
	Iteration 33Q: 3 clusters Score -427677.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -427679.531250 Penalty: 4071.006348
	Iteration 34Q: 3 clusters Score -427679.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -427684.031250 Penalty: 4071.006348
	Iteration 35Q: 3 clusters Score -427684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -427685.218750 Penalty: 4071.006348
	Iteration 36Q: 3 clusters Score -427685.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -427689.187500 Penalty: 4071.006348
	Iteration 37Q: 3 clusters Score -427689.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -427691.843750 Penalty: 4071.006348
	Iteration 38Q: 3 clusters Score -427691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -427694.031250 Penalty: 4071.006348
	Iteration 39Q: 3 clusters Score -427694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -427695.781250 Penalty: 4071.006348
	Iteration 40F: 3 clusters Score -427695.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -427698.968750 Penalty: 4071.006348
	Iteration 41Q: 3 clusters Score -427699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -427700.312500 Penalty: 4071.006348
	Iteration 42Q: 3 clusters Score -427700.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -427701.875000 Penalty: 4071.006348
	Iteration 43Q: 3 clusters Score -427701.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -427703.312500 Penalty: 4071.006348
	Iteration 44Q: 3 clusters Score -427703.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -427705.000000 Penalty: 4071.006348
	Iteration 45Q: 3 clusters Score -427705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -427705.343750 Penalty: 4071.006348
	Iteration 46Q: 3 clusters Score -427705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -427708.093750 Penalty: 4071.006348
	Iteration 47Q: 3 clusters Score -427708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -427708.843750 Penalty: 4071.006348
	Iteration 48Q: 3 clusters Score -427708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -427709.250000 Penalty: 4071.006348
	Iteration 49Q: 3 clusters Score -427709.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -427709.750000 Penalty: 4071.006348
	Iteration 50Q: 3 clusters Score -427709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -427709.750000 Penalty: 4071.006348
	Iteration 51F: 3 clusters Score -427709.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -954161.500000 Penalty: 2227.799805
	Iteration 0F: 2 clusters Score -954161.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -947772.937500 Penalty: 4455.599609
	Iteration 0F: 3 clusters Score -947772.9 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -949523.812500 Penalty: 4455.599609
	Iteration 1F: 3 clusters Score -949523.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -949774.250000 Penalty: 4455.599609
	Iteration 2F: 3 clusters Score -949774.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -949947.687500 Penalty: 4455.599609
	Iteration 3Q: 3 clusters Score -949947.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -950071.437500 Penalty: 4455.599609
	Iteration 4Q: 3 clusters Score -950071.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -950164.187500 Penalty: 4455.599609
	Iteration 5Q: 3 clusters Score -950164.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -950275.312500 Penalty: 4455.599609
	Iteration 6Q: 3 clusters Score -950275.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -950411.937500 Penalty: 4455.599609
	Iteration 7Q: 3 clusters Score -950411.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -950548.562500 Penalty: 4455.599609
	Iteration 8Q: 3 clusters Score -950548.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -950701.000000 Penalty: 4455.599609
	Iteration 9Q: 3 clusters Score -950701 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -950850.000000 Penalty: 4455.599609
	Iteration 10Q: 3 clusters Score -950850 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -951032.375000 Penalty: 4455.599609
	Iteration 11Q: 3 clusters Score -951032.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -951217.625000 Penalty: 4455.599609
	Iteration 12Q: 3 clusters Score -951217.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -951350.500000 Penalty: 4455.599609
	Iteration 13Q: 3 clusters Score -951350.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -951473.187500 Penalty: 4455.599609
	Iteration 14Q: 3 clusters Score -951473.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -951555.375000 Penalty: 4455.599609
	Iteration 15Q: 3 clusters Score -951555.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -951613.187500 Penalty: 4455.599609
	Iteration 16Q: 3 clusters Score -951613.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -951650.625000 Penalty: 4455.599609
	Iteration 17Q: 3 clusters Score -951650.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -951680.500000 Penalty: 4455.599609
	Iteration 18Q: 3 clusters Score -951680.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -951699.750000 Penalty: 4455.599609
	Iteration 19Q: 3 clusters Score -951699.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -951712.812500 Penalty: 4455.599609
	Iteration 20F: 3 clusters Score -951712.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -951720.187500 Penalty: 4455.599609
	Iteration 21Q: 3 clusters Score -951720.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -951732.437500 Penalty: 4455.599609
	Iteration 22Q: 3 clusters Score -951732.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -951740.187500 Penalty: 4455.599609
	Iteration 23Q: 3 clusters Score -951740.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -951747.062500 Penalty: 4455.599609
	Iteration 24Q: 3 clusters Score -951747.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -951750.312500 Penalty: 4455.599609
	Iteration 25Q: 3 clusters Score -951750.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -951755.125000 Penalty: 4455.599609
	Iteration 26Q: 3 clusters Score -951755.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -951759.375000 Penalty: 4455.599609
	Iteration 27Q: 3 clusters Score -951759.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -951761.062500 Penalty: 4455.599609
	Iteration 28Q: 3 clusters Score -951761.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -951768.250000 Penalty: 4455.599609
	Iteration 29Q: 3 clusters Score -951768.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -951768.625000 Penalty: 4455.599609
	Iteration 30Q: 3 clusters Score -951768.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -951773.812500 Penalty: 4455.599609
	Iteration 31Q: 3 clusters Score -951773.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -951776.000000 Penalty: 4455.599609
	Iteration 32Q: 3 clusters Score -951776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -951780.187500 Penalty: 4455.599609
	Iteration 33Q: 3 clusters Score -951780.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -951782.687500 Penalty: 4455.599609
	Iteration 34Q: 3 clusters Score -951782.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -951783.250000 Penalty: 4455.599609
	Iteration 35Q: 3 clusters Score -951783.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -951783.625000 Penalty: 4455.599609
	Iteration 36Q: 3 clusters Score -951783.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -951786.375000 Penalty: 4455.599609
	Iteration 37Q: 3 clusters Score -951786.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -951789.625000 Penalty: 4455.599609
	Iteration 38Q: 3 clusters Score -951789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -951790.812500 Penalty: 4455.599609
	Iteration 39Q: 3 clusters Score -951790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -951789.437500 Penalty: 4455.599609
	Iteration 40F: 3 clusters Score -951789.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -951792.000000 Penalty: 4455.599609
	Iteration 41Q: 3 clusters Score -951792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -951794.000000 Penalty: 4455.599609
	Iteration 42Q: 3 clusters Score -951794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -951794.750000 Penalty: 4455.599609
	Iteration 43Q: 3 clusters Score -951794.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -951794.500000 Penalty: 4455.599609
	Iteration 44Q: 3 clusters Score -951794.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -951793.812500 Penalty: 4455.599609
	Iteration 45Q: 3 clusters Score -951793.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -951793.125000 Penalty: 4455.599609
	Iteration 46Q: 3 clusters Score -951793.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -951793.000000 Penalty: 4455.599609
	Iteration 47Q: 3 clusters Score -951793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -951793.750000 Penalty: 4455.599609
	Iteration 48Q: 3 clusters Score -951793.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -951793.750000 Penalty: 4455.599609
	Iteration 49F: 3 clusters Score -951793.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (228827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228827 members 
Entering Unmasked Estep 
Score: -27920580.000000 Penalty: 3060.498779
	Iteration 0F: 2 clusters Score -2.792058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114404 members 
Mstep: Class 2 contains 114423 members 
Entering Unmasked Estep 
Score: -27777620.000000 Penalty: 6120.997559
	Iteration 0F: 3 clusters Score -2.777762e+07 nChanged 110469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114139 members 
Mstep: Class 2 contains 114688 members 
Entering Unmasked Estep 
Score: -27842596.000000 Penalty: 6120.997559
	Iteration 1F: 3 clusters Score -2.78426e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114491 members 
Mstep: Class 2 contains 114336 members 
Entering Unmasked Estep 
Score: -27844254.000000 Penalty: 6120.997559
	Iteration 2Q: 3 clusters Score -2.784425e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115258 members 
Mstep: Class 2 contains 113569 members 
Entering Unmasked Estep 
Score: -27846948.000000 Penalty: 6120.997559
	Iteration 3Q: 3 clusters Score -2.784695e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116863 members 
Mstep: Class 2 contains 111964 members 
Entering Unmasked Estep 
Score: -27850452.000000 Penalty: 6120.997559
	Iteration 4Q: 3 clusters Score -2.785045e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119808 members 
Mstep: Class 2 contains 109019 members 
Entering Unmasked Estep 
Score: -27854752.000000 Penalty: 6120.997559
	Iteration 5Q: 3 clusters Score -2.785475e+07 nChanged 12550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124562 members 
Mstep: Class 2 contains 104265 members 
Entering Unmasked Estep 
Score: -27860552.000000 Penalty: 6120.997559
	Iteration 6F: 3 clusters Score -2.786055e+07 nChanged 13188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130672 members 
Mstep: Class 2 contains 98155 members 
Entering Unmasked Estep 
Score: -27866698.000000 Penalty: 6120.997559
	Iteration 7F: 3 clusters Score -2.78667e+07 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137549 members 
Mstep: Class 2 contains 91278 members 
Entering Unmasked Estep 
Score: -27872542.000000 Penalty: 6120.997559
	Iteration 8F: 3 clusters Score -2.787254e+07 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145348 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -27878224.000000 Penalty: 6120.997559
	Iteration 9F: 3 clusters Score -2.787822e+07 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153519 members 
Mstep: Class 2 contains 75308 members 
Entering Unmasked Estep 
Score: -27882896.000000 Penalty: 6120.997559
	Iteration 10F: 3 clusters Score -2.78829e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161460 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -27886968.000000 Penalty: 6120.997559
	Iteration 11Q: 3 clusters Score -2.788697e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169190 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -27890702.000000 Penalty: 6120.997559
	Iteration 12Q: 3 clusters Score -2.78907e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176689 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -27894232.000000 Penalty: 6120.997559
	Iteration 13Q: 3 clusters Score -2.789423e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184134 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -27898682.000000 Penalty: 6120.997559
	Iteration 14Q: 3 clusters Score -2.789868e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191603 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -27902746.000000 Penalty: 6120.997559
	Iteration 15Q: 3 clusters Score -2.790275e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198805 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -27906112.000000 Penalty: 6120.997559
	Iteration 16Q: 3 clusters Score -2.790611e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205270 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -27908714.000000 Penalty: 6120.997559
	Iteration 17Q: 3 clusters Score -2.790871e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210760 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -27910992.000000 Penalty: 6120.997559
	Iteration 18Q: 3 clusters Score -2.791099e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215394 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -27912568.000000 Penalty: 6120.997559
	Iteration 19Q: 3 clusters Score -2.791257e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219240 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -27914200.000000 Penalty: 6120.997559
	Iteration 20F: 3 clusters Score -2.79142e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222549 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -27915674.000000 Penalty: 6120.997559
	Iteration 21Q: 3 clusters Score -2.791567e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224792 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -27916704.000000 Penalty: 6120.997559
	Iteration 22Q: 3 clusters Score -2.79167e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226161 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -27917158.000000 Penalty: 6120.997559
	Iteration 23Q: 3 clusters Score -2.791716e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226982 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -27917490.000000 Penalty: 6120.997559
	Iteration 24Q: 3 clusters Score -2.791749e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227445 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -27917740.000000 Penalty: 6120.997559
	Iteration 25Q: 3 clusters Score -2.791774e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227705 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -27917854.000000 Penalty: 6120.997559
	Iteration 26Q: 3 clusters Score -2.791785e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227855 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -27917882.000000 Penalty: 6120.997559
	Iteration 27Q: 3 clusters Score -2.791788e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227954 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -27917928.000000 Penalty: 6120.997559
	Iteration 28Q: 3 clusters Score -2.791793e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228007 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -27917962.000000 Penalty: 6120.997559
	Iteration 29Q: 3 clusters Score -2.791796e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228046 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -27918014.000000 Penalty: 6120.997559
	Iteration 30Q: 3 clusters Score -2.791801e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228083 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -27918026.000000 Penalty: 6120.997559
	Iteration 31Q: 3 clusters Score -2.791803e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228112 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -27918040.000000 Penalty: 6120.997559
	Iteration 32Q: 3 clusters Score -2.791804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228135 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -27918058.000000 Penalty: 6120.997559
	Iteration 33Q: 3 clusters Score -2.791806e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228151 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -27918072.000000 Penalty: 6120.997559
	Iteration 34Q: 3 clusters Score -2.791807e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228172 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -27918096.000000 Penalty: 6120.997559
	Iteration 35Q: 3 clusters Score -2.79181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228185 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -27918092.000000 Penalty: 6120.997559
	Iteration 36Q: 3 clusters Score -2.791809e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228194 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -27918116.000000 Penalty: 6120.997559
	Iteration 37Q: 3 clusters Score -2.791812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228195 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -27918126.000000 Penalty: 6120.997559
	Iteration 38Q: 3 clusters Score -2.791813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228200 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -27918134.000000 Penalty: 6120.997559
	Iteration 39Q: 3 clusters Score -2.791813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228202 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -27918154.000000 Penalty: 6120.997559
	Iteration 40F: 3 clusters Score -2.791815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228206 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -27918146.000000 Penalty: 6120.997559
	Iteration 41Q: 3 clusters Score -2.791815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228208 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -27918132.000000 Penalty: 6120.997559
	Iteration 42Q: 3 clusters Score -2.791813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228211 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -27918134.000000 Penalty: 6120.997559
	Iteration 43Q: 3 clusters Score -2.791813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228213 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -27918150.000000 Penalty: 6120.997559
	Iteration 44Q: 3 clusters Score -2.791815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228216 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -27918150.000000 Penalty: 6120.997559
	Iteration 45Q: 3 clusters Score -2.791815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228221 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -27918132.000000 Penalty: 6120.997559
	Iteration 46Q: 3 clusters Score -2.791813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228226 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -27918128.000000 Penalty: 6120.997559
	Iteration 47Q: 3 clusters Score -2.791813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228227 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -27918126.000000 Penalty: 6120.997559
	Iteration 48Q: 3 clusters Score -2.791813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228228 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -27918140.000000 Penalty: 6120.997559
	Iteration 49Q: 3 clusters Score -2.791814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228228 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -27918140.000000 Penalty: 6120.997559
	Iteration 50F: 3 clusters Score -2.791814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -239496.328125 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -239496.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -236868.703125 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -236868.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -237344.062500 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -237344.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -237444.234375 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -237444.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -237515.843750 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -237515.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -237561.953125 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -237562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -237595.312500 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -237595.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -237630.421875 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -237630.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -237660.828125 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -237660.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -237676.812500 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -237676.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -237689.078125 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -237689.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -237703.015625 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -237703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -237710.343750 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -237710.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -237720.468750 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -237720.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -237729.531250 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -237729.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -237736.890625 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -237736.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -237745.843750 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -237745.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -237758.546875 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -237758.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -237769.453125 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -237769.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -237778.125000 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -237778.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -237787.390625 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -237787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -237791.109375 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -237791.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -237797.765625 Penalty: 3784.949463
	Iteration 21Q: 3 clusters Score -237797.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -237806.031250 Penalty: 3784.949463
	Iteration 22Q: 3 clusters Score -237806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -237814.718750 Penalty: 3784.949463
	Iteration 23Q: 3 clusters Score -237814.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -237821.359375 Penalty: 3784.949463
	Iteration 24Q: 3 clusters Score -237821.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -237824.140625 Penalty: 3784.949463
	Iteration 25Q: 3 clusters Score -237824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -237826.921875 Penalty: 3784.949463
	Iteration 26Q: 3 clusters Score -237826.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -237830.437500 Penalty: 3784.949463
	Iteration 27Q: 3 clusters Score -237830.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -237835.875000 Penalty: 3784.949463
	Iteration 28Q: 3 clusters Score -237835.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -237840.375000 Penalty: 3784.949463
	Iteration 29Q: 3 clusters Score -237840.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -237842.796875 Penalty: 3784.949463
	Iteration 30Q: 3 clusters Score -237842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -237843.515625 Penalty: 3784.949463
	Iteration 31Q: 3 clusters Score -237843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -237844.625000 Penalty: 3784.949463
	Iteration 32Q: 3 clusters Score -237844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -237845.453125 Penalty: 3784.949463
	Iteration 33Q: 3 clusters Score -237845.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -237847.000000 Penalty: 3784.949463
	Iteration 34Q: 3 clusters Score -237847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -237846.812500 Penalty: 3784.949463
	Iteration 35Q: 3 clusters Score -237846.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -237846.812500 Penalty: 3784.949463
	Iteration 36F: 3 clusters Score -237846.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -985504.937500 Penalty: 2240.924805
	Iteration 0F: 2 clusters Score -985504.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -978810.250000 Penalty: 4481.849609
	Iteration 0F: 3 clusters Score -978810.2 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -980687.437500 Penalty: 4481.849609
	Iteration 1F: 3 clusters Score -980687.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -980973.875000 Penalty: 4481.849609
	Iteration 2F: 3 clusters Score -980973.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -981202.312500 Penalty: 4481.849609
	Iteration 3F: 3 clusters Score -981202.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -981380.375000 Penalty: 4481.849609
	Iteration 4Q: 3 clusters Score -981380.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -981578.250000 Penalty: 4481.849609
	Iteration 5Q: 3 clusters Score -981578.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -981812.187500 Penalty: 4481.849609
	Iteration 6Q: 3 clusters Score -981812.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -982063.562500 Penalty: 4481.849609
	Iteration 7Q: 3 clusters Score -982063.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -982310.187500 Penalty: 4481.849609
	Iteration 8Q: 3 clusters Score -982310.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -982530.750000 Penalty: 4481.849609
	Iteration 9Q: 3 clusters Score -982530.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -982744.187500 Penalty: 4481.849609
	Iteration 10Q: 3 clusters Score -982744.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -982936.187500 Penalty: 4481.849609
	Iteration 11Q: 3 clusters Score -982936.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -983090.312500 Penalty: 4481.849609
	Iteration 12Q: 3 clusters Score -983090.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -983195.312500 Penalty: 4481.849609
	Iteration 13Q: 3 clusters Score -983195.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -983271.125000 Penalty: 4481.849609
	Iteration 14Q: 3 clusters Score -983271.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -983328.375000 Penalty: 4481.849609
	Iteration 15Q: 3 clusters Score -983328.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -983366.687500 Penalty: 4481.849609
	Iteration 16Q: 3 clusters Score -983366.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -983388.312500 Penalty: 4481.849609
	Iteration 17Q: 3 clusters Score -983388.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -983404.062500 Penalty: 4481.849609
	Iteration 18Q: 3 clusters Score -983404.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -983415.500000 Penalty: 4481.849609
	Iteration 19Q: 3 clusters Score -983415.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -983423.625000 Penalty: 4481.849609
	Iteration 20F: 3 clusters Score -983423.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -983430.250000 Penalty: 4481.849609
	Iteration 21Q: 3 clusters Score -983430.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -983432.000000 Penalty: 4481.849609
	Iteration 22Q: 3 clusters Score -983432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -983437.062500 Penalty: 4481.849609
	Iteration 23Q: 3 clusters Score -983437.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -983441.812500 Penalty: 4481.849609
	Iteration 24Q: 3 clusters Score -983441.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -983445.562500 Penalty: 4481.849609
	Iteration 25Q: 3 clusters Score -983445.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -983449.187500 Penalty: 4481.849609
	Iteration 26Q: 3 clusters Score -983449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -983448.750000 Penalty: 4481.849609
	Iteration 27Q: 3 clusters Score -983448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -983450.875000 Penalty: 4481.849609
	Iteration 28Q: 3 clusters Score -983450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -983449.875000 Penalty: 4481.849609
	Iteration 29Q: 3 clusters Score -983449.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -983449.875000 Penalty: 4481.849609
	Iteration 30F: 3 clusters Score -983449.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (6208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Entering Unmasked Estep 
Score: -712276.062500 Penalty: 2165.931396
	Iteration 0F: 2 clusters Score -712276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -706981.812500 Penalty: 4331.862793
	Iteration 0F: 3 clusters Score -706981.8 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -708399.437500 Penalty: 4331.862793
	Iteration 1F: 3 clusters Score -708399.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -708806.187500 Penalty: 4331.862793
	Iteration 2F: 3 clusters Score -708806.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -709117.687500 Penalty: 4331.862793
	Iteration 3F: 3 clusters Score -709117.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -709389.125000 Penalty: 4331.862793
	Iteration 4F: 3 clusters Score -709389.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -709584.062500 Penalty: 4331.862793
	Iteration 5Q: 3 clusters Score -709584.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -709747.937500 Penalty: 4331.862793
	Iteration 6Q: 3 clusters Score -709747.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -709907.312500 Penalty: 4331.862793
	Iteration 7Q: 3 clusters Score -709907.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -710060.500000 Penalty: 4331.862793
	Iteration 8Q: 3 clusters Score -710060.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -710213.437500 Penalty: 4331.862793
	Iteration 9Q: 3 clusters Score -710213.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -710346.375000 Penalty: 4331.862793
	Iteration 10Q: 3 clusters Score -710346.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -710489.750000 Penalty: 4331.862793
	Iteration 11Q: 3 clusters Score -710489.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -710610.500000 Penalty: 4331.862793
	Iteration 12Q: 3 clusters Score -710610.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -710702.000000 Penalty: 4331.862793
	Iteration 13Q: 3 clusters Score -710702 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -710764.875000 Penalty: 4331.862793
	Iteration 14Q: 3 clusters Score -710764.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -710807.562500 Penalty: 4331.862793
	Iteration 15Q: 3 clusters Score -710807.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -710841.750000 Penalty: 4331.862793
	Iteration 16Q: 3 clusters Score -710841.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -710875.562500 Penalty: 4331.862793
	Iteration 17Q: 3 clusters Score -710875.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -710903.125000 Penalty: 4331.862793
	Iteration 18Q: 3 clusters Score -710903.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -710924.812500 Penalty: 4331.862793
	Iteration 19Q: 3 clusters Score -710924.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -710944.562500 Penalty: 4331.862793
	Iteration 20F: 3 clusters Score -710944.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -710958.750000 Penalty: 4331.862793
	Iteration 21Q: 3 clusters Score -710958.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -710974.062500 Penalty: 4331.862793
	Iteration 22Q: 3 clusters Score -710974.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -710984.437500 Penalty: 4331.862793
	Iteration 23Q: 3 clusters Score -710984.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -710998.812500 Penalty: 4331.862793
	Iteration 24Q: 3 clusters Score -710998.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -711009.812500 Penalty: 4331.862793
	Iteration 25Q: 3 clusters Score -711009.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -711024.437500 Penalty: 4331.862793
	Iteration 26Q: 3 clusters Score -711024.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -711038.125000 Penalty: 4331.862793
	Iteration 27Q: 3 clusters Score -711038.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -711046.250000 Penalty: 4331.862793
	Iteration 28Q: 3 clusters Score -711046.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -711057.250000 Penalty: 4331.862793
	Iteration 29Q: 3 clusters Score -711057.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -711070.125000 Penalty: 4331.862793
	Iteration 30Q: 3 clusters Score -711070.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -711086.062500 Penalty: 4331.862793
	Iteration 31Q: 3 clusters Score -711086.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -711095.500000 Penalty: 4331.862793
	Iteration 32Q: 3 clusters Score -711095.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -711099.687500 Penalty: 4331.862793
	Iteration 33Q: 3 clusters Score -711099.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -711103.812500 Penalty: 4331.862793
	Iteration 34Q: 3 clusters Score -711103.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -711108.125000 Penalty: 4331.862793
	Iteration 35Q: 3 clusters Score -711108.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -711109.125000 Penalty: 4331.862793
	Iteration 36Q: 3 clusters Score -711109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -711110.437500 Penalty: 4331.862793
	Iteration 37Q: 3 clusters Score -711110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -711113.000000 Penalty: 4331.862793
	Iteration 38Q: 3 clusters Score -711113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -711114.000000 Penalty: 4331.862793
	Iteration 39Q: 3 clusters Score -711114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -711117.875000 Penalty: 4331.862793
	Iteration 40F: 3 clusters Score -711117.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -711120.562500 Penalty: 4331.862793
	Iteration 41Q: 3 clusters Score -711120.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -711120.750000 Penalty: 4331.862793
	Iteration 42Q: 3 clusters Score -711120.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -711121.000000 Penalty: 4331.862793
	Iteration 43Q: 3 clusters Score -711121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -711123.375000 Penalty: 4331.862793
	Iteration 44Q: 3 clusters Score -711123.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -711124.312500 Penalty: 4331.862793
	Iteration 45Q: 3 clusters Score -711124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -711125.562500 Penalty: 4331.862793
	Iteration 46Q: 3 clusters Score -711125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -711128.187500 Penalty: 4331.862793
	Iteration 47Q: 3 clusters Score -711128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -711128.500000 Penalty: 4331.862793
	Iteration 48Q: 3 clusters Score -711128.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -711129.937500 Penalty: 4331.862793
	Iteration 49Q: 3 clusters Score -711129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -711131.125000 Penalty: 4331.862793
	Iteration 50Q: 3 clusters Score -711131.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -711130.750000 Penalty: 4331.862793
	Iteration 51Q: 3 clusters Score -711130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -711132.312500 Penalty: 4331.862793
	Iteration 52Q: 3 clusters Score -711132.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -711132.312500 Penalty: 4331.862793
	Iteration 53F: 3 clusters Score -711132.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (10112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Entering Unmasked Estep 
Score: -1092077.750000 Penalty: 2286.926758
	Iteration 0F: 2 clusters Score -1092078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1084491.625000 Penalty: 4573.853516
	Iteration 0F: 3 clusters Score -1084492 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1086986.750000 Penalty: 4573.853516
	Iteration 1F: 3 clusters Score -1086987 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1087474.625000 Penalty: 4573.853516
	Iteration 2F: 3 clusters Score -1087475 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1087899.750000 Penalty: 4573.853516
	Iteration 3F: 3 clusters Score -1087900 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1088285.500000 Penalty: 4573.853516
	Iteration 4F: 3 clusters Score -1088286 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1088606.250000 Penalty: 4573.853516
	Iteration 5F: 3 clusters Score -1088606 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1088846.375000 Penalty: 4573.853516
	Iteration 6Q: 3 clusters Score -1088846 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1089054.750000 Penalty: 4573.853516
	Iteration 7Q: 3 clusters Score -1089055 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1089246.625000 Penalty: 4573.853516
	Iteration 8Q: 3 clusters Score -1089247 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1089433.875000 Penalty: 4573.853516
	Iteration 9Q: 3 clusters Score -1089434 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1089603.000000 Penalty: 4573.853516
	Iteration 10Q: 3 clusters Score -1089603 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1089734.750000 Penalty: 4573.853516
	Iteration 11Q: 3 clusters Score -1089735 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1089859.000000 Penalty: 4573.853516
	Iteration 12Q: 3 clusters Score -1089859 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1089984.625000 Penalty: 4573.853516
	Iteration 13Q: 3 clusters Score -1089985 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1090093.375000 Penalty: 4573.853516
	Iteration 14Q: 3 clusters Score -1090093 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1090208.125000 Penalty: 4573.853516
	Iteration 15Q: 3 clusters Score -1090208 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1090289.500000 Penalty: 4573.853516
	Iteration 16Q: 3 clusters Score -1090290 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1090346.375000 Penalty: 4573.853516
	Iteration 17Q: 3 clusters Score -1090346 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1090388.875000 Penalty: 4573.853516
	Iteration 18Q: 3 clusters Score -1090389 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1090410.500000 Penalty: 4573.853516
	Iteration 19Q: 3 clusters Score -1090410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1090437.375000 Penalty: 4573.853516
	Iteration 20F: 3 clusters Score -1090437 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1090459.125000 Penalty: 4573.853516
	Iteration 21Q: 3 clusters Score -1090459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1090474.375000 Penalty: 4573.853516
	Iteration 22Q: 3 clusters Score -1090474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1090485.375000 Penalty: 4573.853516
	Iteration 23Q: 3 clusters Score -1090485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1090496.750000 Penalty: 4573.853516
	Iteration 24Q: 3 clusters Score -1090497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1090503.625000 Penalty: 4573.853516
	Iteration 25Q: 3 clusters Score -1090504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1090513.875000 Penalty: 4573.853516
	Iteration 26Q: 3 clusters Score -1090514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1090524.500000 Penalty: 4573.853516
	Iteration 27Q: 3 clusters Score -1090524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1090537.625000 Penalty: 4573.853516
	Iteration 28Q: 3 clusters Score -1090538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1090545.000000 Penalty: 4573.853516
	Iteration 29Q: 3 clusters Score -1090545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1090552.000000 Penalty: 4573.853516
	Iteration 30Q: 3 clusters Score -1090552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1090558.250000 Penalty: 4573.853516
	Iteration 31Q: 3 clusters Score -1090558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1090558.375000 Penalty: 4573.853516
	Iteration 32Q: 3 clusters Score -1090558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1090562.250000 Penalty: 4573.853516
	Iteration 33Q: 3 clusters Score -1090562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1090564.500000 Penalty: 4573.853516
	Iteration 34Q: 3 clusters Score -1090564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1090567.250000 Penalty: 4573.853516
	Iteration 35Q: 3 clusters Score -1090567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1090568.625000 Penalty: 4573.853516
	Iteration 36Q: 3 clusters Score -1090569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1090573.125000 Penalty: 4573.853516
	Iteration 37Q: 3 clusters Score -1090573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1090577.625000 Penalty: 4573.853516
	Iteration 38Q: 3 clusters Score -1090578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1090576.125000 Penalty: 4573.853516
	Iteration 39Q: 3 clusters Score -1090576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1090581.000000 Penalty: 4573.853516
	Iteration 40F: 3 clusters Score -1090581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1090581.750000 Penalty: 4573.853516
	Iteration 41Q: 3 clusters Score -1090582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1090581.125000 Penalty: 4573.853516
	Iteration 42Q: 3 clusters Score -1090581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1090580.750000 Penalty: 4573.853516
	Iteration 43Q: 3 clusters Score -1090581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1090580.750000 Penalty: 4573.853516
	Iteration 44F: 3 clusters Score -1090581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -372073.156250 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -372073.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -369183.375000 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -369183.4 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -369852.875000 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -369852.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -370351.218750 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -370351.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -370656.062500 Penalty: 3849.614258
	Iteration 3F: 3 clusters Score -370656.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -370801.500000 Penalty: 3849.614258
	Iteration 4F: 3 clusters Score -370801.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -370921.468750 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -370921.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -371018.281250 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -371018.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -371091.593750 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -371091.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -371141.843750 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -371141.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -371187.187500 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -371187.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -371230.562500 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -371230.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -371264.468750 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -371264.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -371285.968750 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -371286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -371307.343750 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -371307.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -371334.656250 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -371334.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -371358.093750 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -371358.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -371388.000000 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -371388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -371421.718750 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -371421.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -371442.312500 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -371442.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -371460.312500 Penalty: 3849.614258
	Iteration 19Q: 3 clusters Score -371460.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -371493.125000 Penalty: 3849.614258
	Iteration 20F: 3 clusters Score -371493.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -371524.218750 Penalty: 3849.614258
	Iteration 21Q: 3 clusters Score -371524.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -371533.656250 Penalty: 3849.614258
	Iteration 22Q: 3 clusters Score -371533.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -371539.218750 Penalty: 3849.614258
	Iteration 23Q: 3 clusters Score -371539.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -371541.812500 Penalty: 3849.614258
	Iteration 24Q: 3 clusters Score -371541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -371542.562500 Penalty: 3849.614258
	Iteration 25Q: 3 clusters Score -371542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -371545.906250 Penalty: 3849.614258
	Iteration 26Q: 3 clusters Score -371545.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -371545.906250 Penalty: 3849.614258
	Iteration 27F: 3 clusters Score -371545.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -65081.281250 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -65081.28 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 361 members 
Entering Unmasked Estep 
Score: -63464.261719 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -63464.26 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63970.671875 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -63970.67 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64435.035156 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -64435.04 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64785.765625 Penalty: 3247.205566
	Iteration 3F: 3 clusters Score -64785.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64933.898438 Penalty: 3247.205566
	Iteration 4F: 3 clusters Score -64933.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65022.824219 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -65022.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -65061.921875 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -65061.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -65089.554688 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -65089.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65109.667969 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -65109.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65124.722656 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -65124.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65135.902344 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -65135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65137.496094 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -65137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65137.496094 Penalty: 3247.205566
	Iteration 12F: 3 clusters Score -65137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 374 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 323 members 
Entering Unmasked Estep 
Score: -154541584.000000 Penalty: 293480.187500
Splitting cluster 63 changes total score from -154543520.000000 to -154541584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -204902.500000 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -204902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -202423.312500 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -202423.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -202908.375000 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -202908.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -203067.203125 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -203067.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -203178.359375 Penalty: 3713.916016
	Iteration 3F: 3 clusters Score -203178.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -203253.343750 Penalty: 3713.916016
	Iteration 4Q: 3 clusters Score -203253.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -203314.468750 Penalty: 3713.916016
	Iteration 5Q: 3 clusters Score -203314.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -203370.406250 Penalty: 3713.916016
	Iteration 6Q: 3 clusters Score -203370.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -203423.203125 Penalty: 3713.916016
	Iteration 7Q: 3 clusters Score -203423.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -203463.437500 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -203463.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -203497.828125 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -203497.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -203526.109375 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -203526.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -203550.562500 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -203550.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -203578.296875 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -203578.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -203600.218750 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -203600.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -203622.281250 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -203622.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -203647.125000 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -203647.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -203684.125000 Penalty: 3713.916016
	Iteration 16Q: 3 clusters Score -203684.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -203735.765625 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -203735.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -203806.859375 Penalty: 3713.916016
	Iteration 18Q: 3 clusters Score -203806.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -203864.046875 Penalty: 3713.916016
	Iteration 19Q: 3 clusters Score -203864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -203968.906250 Penalty: 3713.916016
	Iteration 20F: 3 clusters Score -203968.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -204091.531250 Penalty: 3713.916016
	Iteration 21Q: 3 clusters Score -204091.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -204331.125000 Penalty: 3713.916016
	Iteration 22Q: 3 clusters Score -204331.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -204495.218750 Penalty: 3713.916016
	Iteration 23Q: 3 clusters Score -204495.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -204598.312500 Penalty: 3713.916016
	Iteration 24Q: 3 clusters Score -204598.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -204668.859375 Penalty: 3713.916016
	Iteration 25Q: 3 clusters Score -204668.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -204709.281250 Penalty: 3713.916016
	Iteration 26Q: 3 clusters Score -204709.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -204743.984375 Penalty: 3713.916016
	Iteration 27Q: 3 clusters Score -204744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -204766.875000 Penalty: 3713.916016
	Iteration 28Q: 3 clusters Score -204766.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -204787.203125 Penalty: 3713.916016
	Iteration 29Q: 3 clusters Score -204787.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -204797.781250 Penalty: 3713.916016
	Iteration 30Q: 3 clusters Score -204797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -204803.093750 Penalty: 3713.916016
	Iteration 31Q: 3 clusters Score -204803.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -204810.359375 Penalty: 3713.916016
	Iteration 32Q: 3 clusters Score -204810.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -204820.046875 Penalty: 3713.916016
	Iteration 33Q: 3 clusters Score -204820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -204827.015625 Penalty: 3713.916016
	Iteration 34Q: 3 clusters Score -204827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -204839.156250 Penalty: 3713.916016
	Iteration 35Q: 3 clusters Score -204839.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -204844.390625 Penalty: 3713.916016
	Iteration 36Q: 3 clusters Score -204844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -204851.328125 Penalty: 3713.916016
	Iteration 37Q: 3 clusters Score -204851.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -204853.687500 Penalty: 3713.916016
	Iteration 38Q: 3 clusters Score -204853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -204854.890625 Penalty: 3713.916016
	Iteration 39Q: 3 clusters Score -204854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -204854.890625 Penalty: 3713.916016
	Iteration 40F: 3 clusters Score -204854.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -336356.156250 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -336356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -333212.656250 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -333212.7 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -333892.187500 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -333892.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -334066.093750 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -334066.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -334157.625000 Penalty: 3943.274414
	Iteration 3Q: 3 clusters Score -334157.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -334234.687500 Penalty: 3943.274414
	Iteration 4Q: 3 clusters Score -334234.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -334294.312500 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -334294.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -334344.812500 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -334344.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -334389.968750 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -334390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -334437.187500 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -334437.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -334471.093750 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -334471.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -334507.500000 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -334507.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -334536.968750 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -334537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -334555.781250 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -334555.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -334572.343750 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -334572.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -334583.406250 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -334583.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -334593.781250 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -334593.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -334601.656250 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -334601.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -334606.781250 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -334606.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -334613.218750 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -334613.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -334619.843750 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -334619.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -334629.406250 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -334629.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -334636.687500 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -334636.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -334646.937500 Penalty: 3943.274414
	Iteration 22Q: 3 clusters Score -334646.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -334657.687500 Penalty: 3943.274414
	Iteration 23Q: 3 clusters Score -334657.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -334666.718750 Penalty: 3943.274414
	Iteration 24Q: 3 clusters Score -334666.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -334672.281250 Penalty: 3943.274414
	Iteration 25Q: 3 clusters Score -334672.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -334677.625000 Penalty: 3943.274414
	Iteration 26Q: 3 clusters Score -334677.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -334684.500000 Penalty: 3943.274414
	Iteration 27Q: 3 clusters Score -334684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -334687.125000 Penalty: 3943.274414
	Iteration 28Q: 3 clusters Score -334687.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -334690.906250 Penalty: 3943.274414
	Iteration 29Q: 3 clusters Score -334690.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -334692.937500 Penalty: 3943.274414
	Iteration 30Q: 3 clusters Score -334692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -334693.906250 Penalty: 3943.274414
	Iteration 31Q: 3 clusters Score -334693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -334696.093750 Penalty: 3943.274414
	Iteration 32Q: 3 clusters Score -334696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -334697.187500 Penalty: 3943.274414
	Iteration 33Q: 3 clusters Score -334697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -334698.687500 Penalty: 3943.274414
	Iteration 34Q: 3 clusters Score -334698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -334699.656250 Penalty: 3943.274414
	Iteration 35Q: 3 clusters Score -334699.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -334701.125000 Penalty: 3943.274414
	Iteration 36Q: 3 clusters Score -334701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -334703.156250 Penalty: 3943.274414
	Iteration 37Q: 3 clusters Score -334703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -334704.375000 Penalty: 3943.274414
	Iteration 38Q: 3 clusters Score -334704.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -334704.625000 Penalty: 3943.274414
	Iteration 39Q: 3 clusters Score -334704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -334705.406250 Penalty: 3943.274414
	Iteration 40F: 3 clusters Score -334705.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Entering Unmasked Estep 
Score: -843312.375000 Penalty: 2219.474854
	Iteration 0F: 2 clusters Score -843312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -837132.250000 Penalty: 4438.949707
	Iteration 0F: 3 clusters Score -837132.2 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -838982.125000 Penalty: 4438.949707
	Iteration 1F: 3 clusters Score -838982.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -839341.750000 Penalty: 4438.949707
	Iteration 2F: 3 clusters Score -839341.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -839619.250000 Penalty: 4438.949707
	Iteration 3F: 3 clusters Score -839619.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -839840.500000 Penalty: 4438.949707
	Iteration 4F: 3 clusters Score -839840.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -840029.500000 Penalty: 4438.949707
	Iteration 5Q: 3 clusters Score -840029.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -840189.312500 Penalty: 4438.949707
	Iteration 6Q: 3 clusters Score -840189.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -840349.187500 Penalty: 4438.949707
	Iteration 7Q: 3 clusters Score -840349.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -840532.500000 Penalty: 4438.949707
	Iteration 8Q: 3 clusters Score -840532.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -840739.500000 Penalty: 4438.949707
	Iteration 9Q: 3 clusters Score -840739.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -840964.812500 Penalty: 4438.949707
	Iteration 10Q: 3 clusters Score -840964.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -841200.437500 Penalty: 4438.949707
	Iteration 11Q: 3 clusters Score -841200.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -841432.125000 Penalty: 4438.949707
	Iteration 12Q: 3 clusters Score -841432.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -841641.875000 Penalty: 4438.949707
	Iteration 13Q: 3 clusters Score -841641.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -841769.500000 Penalty: 4438.949707
	Iteration 14Q: 3 clusters Score -841769.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -841868.750000 Penalty: 4438.949707
	Iteration 15Q: 3 clusters Score -841868.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -841951.562500 Penalty: 4438.949707
	Iteration 16Q: 3 clusters Score -841951.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -842008.937500 Penalty: 4438.949707
	Iteration 17Q: 3 clusters Score -842008.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -842058.500000 Penalty: 4438.949707
	Iteration 18Q: 3 clusters Score -842058.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -842083.750000 Penalty: 4438.949707
	Iteration 19Q: 3 clusters Score -842083.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -842103.500000 Penalty: 4438.949707
	Iteration 20F: 3 clusters Score -842103.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -842126.750000 Penalty: 4438.949707
	Iteration 21Q: 3 clusters Score -842126.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -842146.000000 Penalty: 4438.949707
	Iteration 22Q: 3 clusters Score -842146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -842157.875000 Penalty: 4438.949707
	Iteration 23Q: 3 clusters Score -842157.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -842170.625000 Penalty: 4438.949707
	Iteration 24Q: 3 clusters Score -842170.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -842179.375000 Penalty: 4438.949707
	Iteration 25Q: 3 clusters Score -842179.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -842185.687500 Penalty: 4438.949707
	Iteration 26Q: 3 clusters Score -842185.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -842191.625000 Penalty: 4438.949707
	Iteration 27Q: 3 clusters Score -842191.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -842195.062500 Penalty: 4438.949707
	Iteration 28Q: 3 clusters Score -842195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -842196.937500 Penalty: 4438.949707
	Iteration 29Q: 3 clusters Score -842196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -842197.937500 Penalty: 4438.949707
	Iteration 30Q: 3 clusters Score -842197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -842198.125000 Penalty: 4438.949707
	Iteration 31Q: 3 clusters Score -842198.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -842198.125000 Penalty: 4438.949707
	Iteration 32F: 3 clusters Score -842198.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (6890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Entering Unmasked Estep 
Score: -814440.062500 Penalty: 2191.781006
	Iteration 0F: 2 clusters Score -814440.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -808785.312500 Penalty: 4383.562012
	Iteration 0F: 3 clusters Score -808785.3 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -810310.187500 Penalty: 4383.562012
	Iteration 1F: 3 clusters Score -810310.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -810598.125000 Penalty: 4383.562012
	Iteration 2F: 3 clusters Score -810598.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -810829.125000 Penalty: 4383.562012
	Iteration 3F: 3 clusters Score -810829.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -811060.437500 Penalty: 4383.562012
	Iteration 4Q: 3 clusters Score -811060.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -811322.750000 Penalty: 4383.562012
	Iteration 5Q: 3 clusters Score -811322.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -811676.625000 Penalty: 4383.562012
	Iteration 6F: 3 clusters Score -811676.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -812096.500000 Penalty: 4383.562012
	Iteration 7F: 3 clusters Score -812096.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -812544.937500 Penalty: 4383.562012
	Iteration 8F: 3 clusters Score -812544.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -812936.250000 Penalty: 4383.562012
	Iteration 9F: 3 clusters Score -812936.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -813292.375000 Penalty: 4383.562012
	Iteration 10F: 3 clusters Score -813292.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -813545.875000 Penalty: 4383.562012
	Iteration 11Q: 3 clusters Score -813545.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -813704.187500 Penalty: 4383.562012
	Iteration 12Q: 3 clusters Score -813704.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -813777.125000 Penalty: 4383.562012
	Iteration 13Q: 3 clusters Score -813777.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -813821.000000 Penalty: 4383.562012
	Iteration 14Q: 3 clusters Score -813821 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -813842.562500 Penalty: 4383.562012
	Iteration 15Q: 3 clusters Score -813842.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -813855.625000 Penalty: 4383.562012
	Iteration 16Q: 3 clusters Score -813855.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -813871.562500 Penalty: 4383.562012
	Iteration 17Q: 3 clusters Score -813871.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -813879.937500 Penalty: 4383.562012
	Iteration 18Q: 3 clusters Score -813879.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -813889.812500 Penalty: 4383.562012
	Iteration 19Q: 3 clusters Score -813889.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -813894.812500 Penalty: 4383.562012
	Iteration 20F: 3 clusters Score -813894.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -813897.250000 Penalty: 4383.562012
	Iteration 21Q: 3 clusters Score -813897.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -813900.375000 Penalty: 4383.562012
	Iteration 22Q: 3 clusters Score -813900.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -813903.687500 Penalty: 4383.562012
	Iteration 23Q: 3 clusters Score -813903.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -813903.875000 Penalty: 4383.562012
	Iteration 24Q: 3 clusters Score -813903.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -813903.125000 Penalty: 4383.562012
	Iteration 25Q: 3 clusters Score -813903.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -813903.062500 Penalty: 4383.562012
	Iteration 26Q: 3 clusters Score -813903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -813905.562500 Penalty: 4383.562012
	Iteration 27Q: 3 clusters Score -813905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -813907.437500 Penalty: 4383.562012
	Iteration 28Q: 3 clusters Score -813907.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -813906.187500 Penalty: 4383.562012
	Iteration 29Q: 3 clusters Score -813906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -813906.187500 Penalty: 4383.562012
	Iteration 30F: 3 clusters Score -813906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -771365.937500 Penalty: 2173.988525
	Iteration 0F: 2 clusters Score -771365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -765909.500000 Penalty: 4347.977051
	Iteration 0F: 3 clusters Score -765909.5 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -767223.312500 Penalty: 4347.977051
	Iteration 1F: 3 clusters Score -767223.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -767471.250000 Penalty: 4347.977051
	Iteration 2F: 3 clusters Score -767471.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -767679.875000 Penalty: 4347.977051
	Iteration 3F: 3 clusters Score -767679.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -767865.812500 Penalty: 4347.977051
	Iteration 4Q: 3 clusters Score -767865.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -768039.937500 Penalty: 4347.977051
	Iteration 5Q: 3 clusters Score -768039.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -768180.312500 Penalty: 4347.977051
	Iteration 6Q: 3 clusters Score -768180.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -768310.750000 Penalty: 4347.977051
	Iteration 7Q: 3 clusters Score -768310.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -768430.875000 Penalty: 4347.977051
	Iteration 8Q: 3 clusters Score -768430.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -768546.375000 Penalty: 4347.977051
	Iteration 9Q: 3 clusters Score -768546.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -768644.812500 Penalty: 4347.977051
	Iteration 10Q: 3 clusters Score -768644.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -768730.750000 Penalty: 4347.977051
	Iteration 11Q: 3 clusters Score -768730.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -768800.625000 Penalty: 4347.977051
	Iteration 12Q: 3 clusters Score -768800.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -768873.687500 Penalty: 4347.977051
	Iteration 13Q: 3 clusters Score -768873.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -768945.812500 Penalty: 4347.977051
	Iteration 14Q: 3 clusters Score -768945.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -769003.000000 Penalty: 4347.977051
	Iteration 15Q: 3 clusters Score -769003 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -769069.250000 Penalty: 4347.977051
	Iteration 16Q: 3 clusters Score -769069.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -769139.500000 Penalty: 4347.977051
	Iteration 17Q: 3 clusters Score -769139.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -769216.062500 Penalty: 4347.977051
	Iteration 18Q: 3 clusters Score -769216.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -769288.875000 Penalty: 4347.977051
	Iteration 19Q: 3 clusters Score -769288.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -769365.937500 Penalty: 4347.977051
	Iteration 20F: 3 clusters Score -769365.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -769439.250000 Penalty: 4347.977051
	Iteration 21Q: 3 clusters Score -769439.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -769512.687500 Penalty: 4347.977051
	Iteration 22Q: 3 clusters Score -769512.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -769565.000000 Penalty: 4347.977051
	Iteration 23Q: 3 clusters Score -769565 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -769602.937500 Penalty: 4347.977051
	Iteration 24Q: 3 clusters Score -769602.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -769628.562500 Penalty: 4347.977051
	Iteration 25Q: 3 clusters Score -769628.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -769648.250000 Penalty: 4347.977051
	Iteration 26Q: 3 clusters Score -769648.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -769664.687500 Penalty: 4347.977051
	Iteration 27Q: 3 clusters Score -769664.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -769678.312500 Penalty: 4347.977051
	Iteration 28Q: 3 clusters Score -769678.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -769692.187500 Penalty: 4347.977051
	Iteration 29Q: 3 clusters Score -769692.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -769700.687500 Penalty: 4347.977051
	Iteration 30Q: 3 clusters Score -769700.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -769705.062500 Penalty: 4347.977051
	Iteration 31Q: 3 clusters Score -769705.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -769712.875000 Penalty: 4347.977051
	Iteration 32Q: 3 clusters Score -769712.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -769717.062500 Penalty: 4347.977051
	Iteration 33Q: 3 clusters Score -769717.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -769722.875000 Penalty: 4347.977051
	Iteration 34Q: 3 clusters Score -769722.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -769725.750000 Penalty: 4347.977051
	Iteration 35Q: 3 clusters Score -769725.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -769730.937500 Penalty: 4347.977051
	Iteration 36Q: 3 clusters Score -769730.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -769738.187500 Penalty: 4347.977051
	Iteration 37Q: 3 clusters Score -769738.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -769741.812500 Penalty: 4347.977051
	Iteration 38Q: 3 clusters Score -769741.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -769746.875000 Penalty: 4347.977051
	Iteration 39Q: 3 clusters Score -769746.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -769749.750000 Penalty: 4347.977051
	Iteration 40F: 3 clusters Score -769749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -769750.625000 Penalty: 4347.977051
	Iteration 41Q: 3 clusters Score -769750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -769750.125000 Penalty: 4347.977051
	Iteration 42Q: 3 clusters Score -769750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -769752.000000 Penalty: 4347.977051
	Iteration 43Q: 3 clusters Score -769752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -769755.250000 Penalty: 4347.977051
	Iteration 44Q: 3 clusters Score -769755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -769756.375000 Penalty: 4347.977051
	Iteration 45Q: 3 clusters Score -769756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -769757.250000 Penalty: 4347.977051
	Iteration 46Q: 3 clusters Score -769757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -769756.125000 Penalty: 4347.977051
	Iteration 47Q: 3 clusters Score -769756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -769756.625000 Penalty: 4347.977051
	Iteration 48Q: 3 clusters Score -769756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -769757.000000 Penalty: 4347.977051
	Iteration 49Q: 3 clusters Score -769757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -769758.562500 Penalty: 4347.977051
	Iteration 50Q: 3 clusters Score -769758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -769759.625000 Penalty: 4347.977051
	Iteration 51Q: 3 clusters Score -769759.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -769762.562500 Penalty: 4347.977051
	Iteration 52Q: 3 clusters Score -769762.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -769765.062500 Penalty: 4347.977051
	Iteration 53Q: 3 clusters Score -769765.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -769767.750000 Penalty: 4347.977051
	Iteration 54Q: 3 clusters Score -769767.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -769769.750000 Penalty: 4347.977051
	Iteration 55Q: 3 clusters Score -769769.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -769772.562500 Penalty: 4347.977051
	Iteration 56Q: 3 clusters Score -769772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -769775.125000 Penalty: 4347.977051
	Iteration 57Q: 3 clusters Score -769775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -769776.375000 Penalty: 4347.977051
	Iteration 58Q: 3 clusters Score -769776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -769778.937500 Penalty: 4347.977051
	Iteration 59Q: 3 clusters Score -769778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -769777.687500 Penalty: 4347.977051
	Iteration 60F: 3 clusters Score -769777.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -769780.062500 Penalty: 4347.977051
	Iteration 61Q: 3 clusters Score -769780.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -769780.437500 Penalty: 4347.977051
	Iteration 62Q: 3 clusters Score -769780.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -769784.375000 Penalty: 4347.977051
	Iteration 63Q: 3 clusters Score -769784.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -769787.062500 Penalty: 4347.977051
	Iteration 64Q: 3 clusters Score -769787.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -769787.812500 Penalty: 4347.977051
	Iteration 65Q: 3 clusters Score -769787.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -769790.062500 Penalty: 4347.977051
	Iteration 66Q: 3 clusters Score -769790.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -769790.062500 Penalty: 4347.977051
	Iteration 67F: 3 clusters Score -769790.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -371756.593750 Penalty: 2033.943604
	Iteration 0F: 2 clusters Score -371756.6 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 1846 members 
Entering Unmasked Estep 
Score: -368149.656250 Penalty: 4067.887207
	Iteration 0F: 3 clusters Score -368149.7 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -369099.625000 Penalty: 4067.887207
	Iteration 1F: 3 clusters Score -369099.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -369448.031250 Penalty: 4067.887207
	Iteration 2F: 3 clusters Score -369448 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -369811.125000 Penalty: 4067.887207
	Iteration 3F: 3 clusters Score -369811.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -370177.218750 Penalty: 4067.887207
	Iteration 4F: 3 clusters Score -370177.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -370439.000000 Penalty: 4067.887207
	Iteration 5F: 3 clusters Score -370439 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -370612.437500 Penalty: 4067.887207
	Iteration 6F: 3 clusters Score -370612.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -370733.625000 Penalty: 4067.887207
	Iteration 7Q: 3 clusters Score -370733.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -370803.687500 Penalty: 4067.887207
	Iteration 8Q: 3 clusters Score -370803.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -370839.062500 Penalty: 4067.887207
	Iteration 9Q: 3 clusters Score -370839.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -370861.968750 Penalty: 4067.887207
	Iteration 10Q: 3 clusters Score -370862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -370875.750000 Penalty: 4067.887207
	Iteration 11Q: 3 clusters Score -370875.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -370886.000000 Penalty: 4067.887207
	Iteration 12Q: 3 clusters Score -370886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -370894.062500 Penalty: 4067.887207
	Iteration 13Q: 3 clusters Score -370894.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -370898.906250 Penalty: 4067.887207
	Iteration 14Q: 3 clusters Score -370898.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -370902.843750 Penalty: 4067.887207
	Iteration 15Q: 3 clusters Score -370902.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -370904.156250 Penalty: 4067.887207
	Iteration 16Q: 3 clusters Score -370904.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -370904.906250 Penalty: 4067.887207
	Iteration 17Q: 3 clusters Score -370904.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -370906.656250 Penalty: 4067.887207
	Iteration 18Q: 3 clusters Score -370906.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -370907.312500 Penalty: 4067.887207
	Iteration 19Q: 3 clusters Score -370907.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -370909.093750 Penalty: 4067.887207
	Iteration 20F: 3 clusters Score -370909.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -370911.062500 Penalty: 4067.887207
	Iteration 21Q: 3 clusters Score -370911.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -370912.218750 Penalty: 4067.887207
	Iteration 22Q: 3 clusters Score -370912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -370913.656250 Penalty: 4067.887207
	Iteration 23Q: 3 clusters Score -370913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -370914.406250 Penalty: 4067.887207
	Iteration 24Q: 3 clusters Score -370914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -370914.093750 Penalty: 4067.887207
	Iteration 25Q: 3 clusters Score -370914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -370914.375000 Penalty: 4067.887207
	Iteration 26Q: 3 clusters Score -370914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -370915.218750 Penalty: 4067.887207
	Iteration 27Q: 3 clusters Score -370915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -370915.593750 Penalty: 4067.887207
	Iteration 28Q: 3 clusters Score -370915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -370915.593750 Penalty: 4067.887207
	Iteration 29F: 3 clusters Score -370915.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -61479.640625 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -61479.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60060.273438 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -60060.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60198.371094 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -60198.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -60278.101562 Penalty: 2966.781494
	Iteration 2Q: 3 clusters Score -60278.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60331.308594 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -60331.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60379.082031 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -60379.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60405.195312 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -60405.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60446.324219 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -60446.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60457.519531 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -60457.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60467.792969 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -60467.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60473.757812 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -60473.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60475.628906 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -60475.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60475.628906 Penalty: 2966.781494
	Iteration 11F: 3 clusters Score -60475.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -777591.062500 Penalty: 2176.298096
	Iteration 0F: 2 clusters Score -777591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -772120.437500 Penalty: 4352.596191
	Iteration 0F: 3 clusters Score -772120.4 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -773530.687500 Penalty: 4352.596191
	Iteration 1F: 3 clusters Score -773530.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -773805.562500 Penalty: 4352.596191
	Iteration 2F: 3 clusters Score -773805.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -773958.125000 Penalty: 4352.596191
	Iteration 3F: 3 clusters Score -773958.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -774058.312500 Penalty: 4352.596191
	Iteration 4Q: 3 clusters Score -774058.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -774146.625000 Penalty: 4352.596191
	Iteration 5Q: 3 clusters Score -774146.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -774237.250000 Penalty: 4352.596191
	Iteration 6Q: 3 clusters Score -774237.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -774339.812500 Penalty: 4352.596191
	Iteration 7Q: 3 clusters Score -774339.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -774423.500000 Penalty: 4352.596191
	Iteration 8Q: 3 clusters Score -774423.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -774495.562500 Penalty: 4352.596191
	Iteration 9Q: 3 clusters Score -774495.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -774570.000000 Penalty: 4352.596191
	Iteration 10Q: 3 clusters Score -774570 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -774644.187500 Penalty: 4352.596191
	Iteration 11Q: 3 clusters Score -774644.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -774710.375000 Penalty: 4352.596191
	Iteration 12Q: 3 clusters Score -774710.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -774795.562500 Penalty: 4352.596191
	Iteration 13Q: 3 clusters Score -774795.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -774897.375000 Penalty: 4352.596191
	Iteration 14Q: 3 clusters Score -774897.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -774999.750000 Penalty: 4352.596191
	Iteration 15Q: 3 clusters Score -774999.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -775101.625000 Penalty: 4352.596191
	Iteration 16Q: 3 clusters Score -775101.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -775181.562500 Penalty: 4352.596191
	Iteration 17Q: 3 clusters Score -775181.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -775249.687500 Penalty: 4352.596191
	Iteration 18Q: 3 clusters Score -775249.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -775325.750000 Penalty: 4352.596191
	Iteration 19Q: 3 clusters Score -775325.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -775412.437500 Penalty: 4352.596191
	Iteration 20F: 3 clusters Score -775412.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -775482.312500 Penalty: 4352.596191
	Iteration 21Q: 3 clusters Score -775482.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -775551.375000 Penalty: 4352.596191
	Iteration 22Q: 3 clusters Score -775551.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -775602.625000 Penalty: 4352.596191
	Iteration 23Q: 3 clusters Score -775602.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -775641.312500 Penalty: 4352.596191
	Iteration 24Q: 3 clusters Score -775641.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -775666.875000 Penalty: 4352.596191
	Iteration 25Q: 3 clusters Score -775666.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -775693.937500 Penalty: 4352.596191
	Iteration 26Q: 3 clusters Score -775693.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -775713.687500 Penalty: 4352.596191
	Iteration 27Q: 3 clusters Score -775713.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -775725.250000 Penalty: 4352.596191
	Iteration 28Q: 3 clusters Score -775725.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -775735.750000 Penalty: 4352.596191
	Iteration 29Q: 3 clusters Score -775735.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -775742.125000 Penalty: 4352.596191
	Iteration 30Q: 3 clusters Score -775742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -775746.937500 Penalty: 4352.596191
	Iteration 31Q: 3 clusters Score -775746.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -775755.312500 Penalty: 4352.596191
	Iteration 32Q: 3 clusters Score -775755.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -775759.937500 Penalty: 4352.596191
	Iteration 33Q: 3 clusters Score -775759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -775763.312500 Penalty: 4352.596191
	Iteration 34Q: 3 clusters Score -775763.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -775764.937500 Penalty: 4352.596191
	Iteration 35Q: 3 clusters Score -775764.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -775769.562500 Penalty: 4352.596191
	Iteration 36Q: 3 clusters Score -775769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -775772.375000 Penalty: 4352.596191
	Iteration 37Q: 3 clusters Score -775772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -775775.125000 Penalty: 4352.596191
	Iteration 38Q: 3 clusters Score -775775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -775775.125000 Penalty: 4352.596191
	Iteration 39Q: 3 clusters Score -775775.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -775778.375000 Penalty: 4352.596191
	Iteration 40F: 3 clusters Score -775778.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -775780.687500 Penalty: 4352.596191
	Iteration 41Q: 3 clusters Score -775780.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -775783.750000 Penalty: 4352.596191
	Iteration 42Q: 3 clusters Score -775783.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -775786.625000 Penalty: 4352.596191
	Iteration 43Q: 3 clusters Score -775786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -775787.812500 Penalty: 4352.596191
	Iteration 44Q: 3 clusters Score -775787.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -775793.937500 Penalty: 4352.596191
	Iteration 45Q: 3 clusters Score -775793.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -775800.187500 Penalty: 4352.596191
	Iteration 46Q: 3 clusters Score -775800.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -775801.062500 Penalty: 4352.596191
	Iteration 47Q: 3 clusters Score -775801.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -775804.125000 Penalty: 4352.596191
	Iteration 48Q: 3 clusters Score -775804.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -775805.875000 Penalty: 4352.596191
	Iteration 49Q: 3 clusters Score -775805.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -775810.437500 Penalty: 4352.596191
	Iteration 50Q: 3 clusters Score -775810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -775812.562500 Penalty: 4352.596191
	Iteration 51Q: 3 clusters Score -775812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -775812.937500 Penalty: 4352.596191
	Iteration 52Q: 3 clusters Score -775812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -775818.125000 Penalty: 4352.596191
	Iteration 53Q: 3 clusters Score -775818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -775819.187500 Penalty: 4352.596191
	Iteration 54Q: 3 clusters Score -775819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -775819.062500 Penalty: 4352.596191
	Iteration 55Q: 3 clusters Score -775819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -775819.187500 Penalty: 4352.596191
	Iteration 56Q: 3 clusters Score -775819.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -775819.812500 Penalty: 4352.596191
	Iteration 57Q: 3 clusters Score -775819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -775819.375000 Penalty: 4352.596191
	Iteration 58Q: 3 clusters Score -775819.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -775819.375000 Penalty: 4352.596191
	Iteration 59F: 3 clusters Score -775819.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -159081.875000 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -159081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -156905.546875 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -156905.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157366.812500 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -157366.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -157597.078125 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -157597.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157780.000000 Penalty: 3592.782471
	Iteration 3F: 3 clusters Score -157780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -157906.875000 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -157906.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -158013.531250 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -158013.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -158136.718750 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -158136.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -158209.281250 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -158209.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -158253.828125 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -158253.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -158266.843750 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -158266.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -158281.046875 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -158281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -158288.031250 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -158288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158291.062500 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -158291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -158294.468750 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -158294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -158296.796875 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -158296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -158298.218750 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -158298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -158299.796875 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -158299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -158303.140625 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -158303.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -158303.859375 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -158303.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -158303.859375 Penalty: 3592.782471
	Iteration 19F: 3 clusters Score -158303.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Entering Unmasked Estep 
Score: -589754.812500 Penalty: 2037.723755
	Iteration 0F: 2 clusters Score -589754.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -586175.625000 Penalty: 4075.447510
	Iteration 0F: 3 clusters Score -586175.6 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -587278.687500 Penalty: 4075.447510
	Iteration 1F: 3 clusters Score -587278.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -587669.687500 Penalty: 4075.447510
	Iteration 2F: 3 clusters Score -587669.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -587970.500000 Penalty: 4075.447510
	Iteration 3F: 3 clusters Score -587970.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -588242.312500 Penalty: 4075.447510
	Iteration 4F: 3 clusters Score -588242.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -588457.812500 Penalty: 4075.447510
	Iteration 5F: 3 clusters Score -588457.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -588621.562500 Penalty: 4075.447510
	Iteration 6Q: 3 clusters Score -588621.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -588737.937500 Penalty: 4075.447510
	Iteration 7Q: 3 clusters Score -588737.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -588815.312500 Penalty: 4075.447510
	Iteration 8Q: 3 clusters Score -588815.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -588867.187500 Penalty: 4075.447510
	Iteration 9Q: 3 clusters Score -588867.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -588904.250000 Penalty: 4075.447510
	Iteration 10Q: 3 clusters Score -588904.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -588928.000000 Penalty: 4075.447510
	Iteration 11Q: 3 clusters Score -588928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -588950.625000 Penalty: 4075.447510
	Iteration 12Q: 3 clusters Score -588950.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -588966.437500 Penalty: 4075.447510
	Iteration 13Q: 3 clusters Score -588966.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -588973.062500 Penalty: 4075.447510
	Iteration 14Q: 3 clusters Score -588973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -588978.625000 Penalty: 4075.447510
	Iteration 15Q: 3 clusters Score -588978.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -588983.687500 Penalty: 4075.447510
	Iteration 16Q: 3 clusters Score -588983.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -588985.562500 Penalty: 4075.447510
	Iteration 17Q: 3 clusters Score -588985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -588985.875000 Penalty: 4075.447510
	Iteration 18Q: 3 clusters Score -588985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -588986.437500 Penalty: 4075.447510
	Iteration 19Q: 3 clusters Score -588986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -588987.875000 Penalty: 4075.447510
	Iteration 20F: 3 clusters Score -588987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -588989.812500 Penalty: 4075.447510
	Iteration 21Q: 3 clusters Score -588989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -588991.250000 Penalty: 4075.447510
	Iteration 22Q: 3 clusters Score -588991.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -588991.187500 Penalty: 4075.447510
	Iteration 23Q: 3 clusters Score -588991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -588993.875000 Penalty: 4075.447510
	Iteration 24Q: 3 clusters Score -588993.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -588993.875000 Penalty: 4075.447510
	Iteration 25F: 3 clusters Score -588993.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -233954.312500 Penalty: 1881.652954
	Iteration 0F: 2 clusters Score -233954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -231308.609375 Penalty: 3763.305908
	Iteration 0F: 3 clusters Score -231308.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -231729.781250 Penalty: 3763.305908
	Iteration 1F: 3 clusters Score -231729.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -231863.593750 Penalty: 3763.305908
	Iteration 2F: 3 clusters Score -231863.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -231965.281250 Penalty: 3763.305908
	Iteration 3F: 3 clusters Score -231965.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -232020.140625 Penalty: 3763.305908
	Iteration 4Q: 3 clusters Score -232020.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -232062.953125 Penalty: 3763.305908
	Iteration 5Q: 3 clusters Score -232063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -232087.468750 Penalty: 3763.305908
	Iteration 6Q: 3 clusters Score -232087.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -232109.718750 Penalty: 3763.305908
	Iteration 7Q: 3 clusters Score -232109.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -232147.828125 Penalty: 3763.305908
	Iteration 8Q: 3 clusters Score -232147.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -232184.921875 Penalty: 3763.305908
	Iteration 9Q: 3 clusters Score -232184.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -232210.968750 Penalty: 3763.305908
	Iteration 10Q: 3 clusters Score -232211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -232238.812500 Penalty: 3763.305908
	Iteration 11Q: 3 clusters Score -232238.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -232273.265625 Penalty: 3763.305908
	Iteration 12Q: 3 clusters Score -232273.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -232299.015625 Penalty: 3763.305908
	Iteration 13Q: 3 clusters Score -232299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -232327.062500 Penalty: 3763.305908
	Iteration 14Q: 3 clusters Score -232327.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -232358.843750 Penalty: 3763.305908
	Iteration 15Q: 3 clusters Score -232358.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -232395.968750 Penalty: 3763.305908
	Iteration 16Q: 3 clusters Score -232396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -232432.703125 Penalty: 3763.305908
	Iteration 17Q: 3 clusters Score -232432.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -232463.234375 Penalty: 3763.305908
	Iteration 18Q: 3 clusters Score -232463.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -232485.281250 Penalty: 3763.305908
	Iteration 19Q: 3 clusters Score -232485.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -232507.203125 Penalty: 3763.305908
	Iteration 20F: 3 clusters Score -232507.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -232525.359375 Penalty: 3763.305908
	Iteration 21Q: 3 clusters Score -232525.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -232537.312500 Penalty: 3763.305908
	Iteration 22Q: 3 clusters Score -232537.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -232544.968750 Penalty: 3763.305908
	Iteration 23Q: 3 clusters Score -232545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -232556.421875 Penalty: 3763.305908
	Iteration 24Q: 3 clusters Score -232556.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -232569.875000 Penalty: 3763.305908
	Iteration 25Q: 3 clusters Score -232569.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -232578.125000 Penalty: 3763.305908
	Iteration 26Q: 3 clusters Score -232578.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -232585.687500 Penalty: 3763.305908
	Iteration 27Q: 3 clusters Score -232585.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -232591.937500 Penalty: 3763.305908
	Iteration 28Q: 3 clusters Score -232591.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -232599.640625 Penalty: 3763.305908
	Iteration 29Q: 3 clusters Score -232599.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -232612.312500 Penalty: 3763.305908
	Iteration 30Q: 3 clusters Score -232612.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -232619.218750 Penalty: 3763.305908
	Iteration 31Q: 3 clusters Score -232619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -232621.984375 Penalty: 3763.305908
	Iteration 32Q: 3 clusters Score -232622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -232624.843750 Penalty: 3763.305908
	Iteration 33Q: 3 clusters Score -232624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -232626.109375 Penalty: 3763.305908
	Iteration 34Q: 3 clusters Score -232626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -232626.937500 Penalty: 3763.305908
	Iteration 35Q: 3 clusters Score -232626.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -232627.656250 Penalty: 3763.305908
	Iteration 36Q: 3 clusters Score -232627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -232627.656250 Penalty: 3763.305908
	Iteration 37F: 3 clusters Score -232627.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -461991.062500 Penalty: 2049.498291
	Iteration 0F: 2 clusters Score -461991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -458151.750000 Penalty: 4098.996582
	Iteration 0F: 3 clusters Score -458151.8 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -458999.625000 Penalty: 4098.996582
	Iteration 1F: 3 clusters Score -458999.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -459209.000000 Penalty: 4098.996582
	Iteration 2F: 3 clusters Score -459209 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -459337.437500 Penalty: 4098.996582
	Iteration 3Q: 3 clusters Score -459337.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -459425.625000 Penalty: 4098.996582
	Iteration 4Q: 3 clusters Score -459425.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -459526.562500 Penalty: 4098.996582
	Iteration 5Q: 3 clusters Score -459526.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -459645.906250 Penalty: 4098.996582
	Iteration 6Q: 3 clusters Score -459645.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -459774.156250 Penalty: 4098.996582
	Iteration 7Q: 3 clusters Score -459774.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -459915.718750 Penalty: 4098.996582
	Iteration 8Q: 3 clusters Score -459915.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -460023.625000 Penalty: 4098.996582
	Iteration 9Q: 3 clusters Score -460023.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -460103.125000 Penalty: 4098.996582
	Iteration 10Q: 3 clusters Score -460103.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -460178.656250 Penalty: 4098.996582
	Iteration 11Q: 3 clusters Score -460178.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -460227.125000 Penalty: 4098.996582
	Iteration 12Q: 3 clusters Score -460227.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -460266.875000 Penalty: 4098.996582
	Iteration 13Q: 3 clusters Score -460266.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -460309.875000 Penalty: 4098.996582
	Iteration 14Q: 3 clusters Score -460309.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -460344.281250 Penalty: 4098.996582
	Iteration 15Q: 3 clusters Score -460344.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -460373.093750 Penalty: 4098.996582
	Iteration 16Q: 3 clusters Score -460373.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -460401.250000 Penalty: 4098.996582
	Iteration 17Q: 3 clusters Score -460401.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -460432.593750 Penalty: 4098.996582
	Iteration 18Q: 3 clusters Score -460432.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -460453.281250 Penalty: 4098.996582
	Iteration 19Q: 3 clusters Score -460453.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -460472.500000 Penalty: 4098.996582
	Iteration 20F: 3 clusters Score -460472.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -460493.312500 Penalty: 4098.996582
	Iteration 21Q: 3 clusters Score -460493.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -460516.468750 Penalty: 4098.996582
	Iteration 22Q: 3 clusters Score -460516.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -460535.406250 Penalty: 4098.996582
	Iteration 23Q: 3 clusters Score -460535.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -460551.593750 Penalty: 4098.996582
	Iteration 24Q: 3 clusters Score -460551.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -460566.093750 Penalty: 4098.996582
	Iteration 25Q: 3 clusters Score -460566.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -460573.156250 Penalty: 4098.996582
	Iteration 26Q: 3 clusters Score -460573.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -460578.156250 Penalty: 4098.996582
	Iteration 27Q: 3 clusters Score -460578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -460581.687500 Penalty: 4098.996582
	Iteration 28Q: 3 clusters Score -460581.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -460588.562500 Penalty: 4098.996582
	Iteration 29Q: 3 clusters Score -460588.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -460592.343750 Penalty: 4098.996582
	Iteration 30Q: 3 clusters Score -460592.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -460593.468750 Penalty: 4098.996582
	Iteration 31Q: 3 clusters Score -460593.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -460597.281250 Penalty: 4098.996582
	Iteration 32Q: 3 clusters Score -460597.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -460600.843750 Penalty: 4098.996582
	Iteration 33Q: 3 clusters Score -460600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -460603.750000 Penalty: 4098.996582
	Iteration 34Q: 3 clusters Score -460603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -460604.875000 Penalty: 4098.996582
	Iteration 35Q: 3 clusters Score -460604.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -460606.093750 Penalty: 4098.996582
	Iteration 36Q: 3 clusters Score -460606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -460606.093750 Penalty: 4098.996582
	Iteration 37F: 3 clusters Score -460606.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (10663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Entering Unmasked Estep 
Score: -1294838.000000 Penalty: 2300.084717
	Iteration 0F: 2 clusters Score -1294838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1286803.500000 Penalty: 4600.169434
	Iteration 0F: 3 clusters Score -1286804 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1289090.875000 Penalty: 4600.169434
	Iteration 1F: 3 clusters Score -1289091 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1289401.250000 Penalty: 4600.169434
	Iteration 2F: 3 clusters Score -1289401 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1289700.375000 Penalty: 4600.169434
	Iteration 3F: 3 clusters Score -1289700 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1290066.250000 Penalty: 4600.169434
	Iteration 4F: 3 clusters Score -1290066 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1290431.250000 Penalty: 4600.169434
	Iteration 5F: 3 clusters Score -1290431 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1290755.500000 Penalty: 4600.169434
	Iteration 6F: 3 clusters Score -1290756 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1291075.125000 Penalty: 4600.169434
	Iteration 7Q: 3 clusters Score -1291075 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1291318.750000 Penalty: 4600.169434
	Iteration 8Q: 3 clusters Score -1291319 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1291508.625000 Penalty: 4600.169434
	Iteration 9Q: 3 clusters Score -1291509 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1291656.500000 Penalty: 4600.169434
	Iteration 10Q: 3 clusters Score -1291656 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1291761.500000 Penalty: 4600.169434
	Iteration 11Q: 3 clusters Score -1291762 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1291826.750000 Penalty: 4600.169434
	Iteration 12Q: 3 clusters Score -1291827 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1291876.875000 Penalty: 4600.169434
	Iteration 13Q: 3 clusters Score -1291877 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1291923.250000 Penalty: 4600.169434
	Iteration 14Q: 3 clusters Score -1291923 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1291954.625000 Penalty: 4600.169434
	Iteration 15Q: 3 clusters Score -1291955 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1291975.625000 Penalty: 4600.169434
	Iteration 16Q: 3 clusters Score -1291976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1291992.500000 Penalty: 4600.169434
	Iteration 17Q: 3 clusters Score -1291992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1292005.750000 Penalty: 4600.169434
	Iteration 18Q: 3 clusters Score -1292006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1292019.125000 Penalty: 4600.169434
	Iteration 19Q: 3 clusters Score -1292019 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1292031.500000 Penalty: 4600.169434
	Iteration 20F: 3 clusters Score -1292032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1292042.125000 Penalty: 4600.169434
	Iteration 21Q: 3 clusters Score -1292042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1292052.875000 Penalty: 4600.169434
	Iteration 22Q: 3 clusters Score -1292053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1292057.875000 Penalty: 4600.169434
	Iteration 23Q: 3 clusters Score -1292058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1292066.750000 Penalty: 4600.169434
	Iteration 24Q: 3 clusters Score -1292067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1292077.500000 Penalty: 4600.169434
	Iteration 25Q: 3 clusters Score -1292078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1292091.250000 Penalty: 4600.169434
	Iteration 26Q: 3 clusters Score -1292091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1292106.750000 Penalty: 4600.169434
	Iteration 27Q: 3 clusters Score -1292107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1292121.625000 Penalty: 4600.169434
	Iteration 28Q: 3 clusters Score -1292122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1292135.750000 Penalty: 4600.169434
	Iteration 29Q: 3 clusters Score -1292136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1292152.250000 Penalty: 4600.169434
	Iteration 30Q: 3 clusters Score -1292152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1292175.750000 Penalty: 4600.169434
	Iteration 31Q: 3 clusters Score -1292176 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1292188.250000 Penalty: 4600.169434
	Iteration 32Q: 3 clusters Score -1292188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1292202.000000 Penalty: 4600.169434
	Iteration 33Q: 3 clusters Score -1292202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1292213.375000 Penalty: 4600.169434
	Iteration 34Q: 3 clusters Score -1292213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1292227.125000 Penalty: 4600.169434
	Iteration 35Q: 3 clusters Score -1292227 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1292248.250000 Penalty: 4600.169434
	Iteration 36Q: 3 clusters Score -1292248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1292265.375000 Penalty: 4600.169434
	Iteration 37Q: 3 clusters Score -1292265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1292283.500000 Penalty: 4600.169434
	Iteration 38Q: 3 clusters Score -1292284 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1292304.375000 Penalty: 4600.169434
	Iteration 39Q: 3 clusters Score -1292304 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1292335.750000 Penalty: 4600.169434
	Iteration 40F: 3 clusters Score -1292336 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1292367.000000 Penalty: 4600.169434
	Iteration 41Q: 3 clusters Score -1292367 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1292392.625000 Penalty: 4600.169434
	Iteration 42Q: 3 clusters Score -1292393 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1292419.625000 Penalty: 4600.169434
	Iteration 43Q: 3 clusters Score -1292420 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1292449.875000 Penalty: 4600.169434
	Iteration 44Q: 3 clusters Score -1292450 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1292472.125000 Penalty: 4600.169434
	Iteration 45Q: 3 clusters Score -1292472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1292495.875000 Penalty: 4600.169434
	Iteration 46Q: 3 clusters Score -1292496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1292512.250000 Penalty: 4600.169434
	Iteration 47Q: 3 clusters Score -1292512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1292528.500000 Penalty: 4600.169434
	Iteration 48Q: 3 clusters Score -1292528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1292543.750000 Penalty: 4600.169434
	Iteration 49Q: 3 clusters Score -1292544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1292559.375000 Penalty: 4600.169434
	Iteration 50Q: 3 clusters Score -1292559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1292567.750000 Penalty: 4600.169434
	Iteration 51Q: 3 clusters Score -1292568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1292582.375000 Penalty: 4600.169434
	Iteration 52Q: 3 clusters Score -1292582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1292597.125000 Penalty: 4600.169434
	Iteration 53Q: 3 clusters Score -1292597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1292608.125000 Penalty: 4600.169434
	Iteration 54Q: 3 clusters Score -1292608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1292617.625000 Penalty: 4600.169434
	Iteration 55Q: 3 clusters Score -1292618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1292629.750000 Penalty: 4600.169434
	Iteration 56Q: 3 clusters Score -1292630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1292640.500000 Penalty: 4600.169434
	Iteration 57Q: 3 clusters Score -1292640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1292658.500000 Penalty: 4600.169434
	Iteration 58Q: 3 clusters Score -1292658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1292668.125000 Penalty: 4600.169434
	Iteration 59Q: 3 clusters Score -1292668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1292680.250000 Penalty: 4600.169434
	Iteration 60F: 3 clusters Score -1292680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1292700.000000 Penalty: 4600.169434
	Iteration 61Q: 3 clusters Score -1292700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1292708.000000 Penalty: 4600.169434
	Iteration 62Q: 3 clusters Score -1292708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1292714.375000 Penalty: 4600.169434
	Iteration 63Q: 3 clusters Score -1292714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1292721.000000 Penalty: 4600.169434
	Iteration 64Q: 3 clusters Score -1292721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1292729.750000 Penalty: 4600.169434
	Iteration 65Q: 3 clusters Score -1292730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1292739.125000 Penalty: 4600.169434
	Iteration 66Q: 3 clusters Score -1292739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1292750.500000 Penalty: 4600.169434
	Iteration 67Q: 3 clusters Score -1292750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1292758.250000 Penalty: 4600.169434
	Iteration 68Q: 3 clusters Score -1292758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1292766.125000 Penalty: 4600.169434
	Iteration 69Q: 3 clusters Score -1292766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1292775.125000 Penalty: 4600.169434
	Iteration 70Q: 3 clusters Score -1292775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1292777.250000 Penalty: 4600.169434
	Iteration 71Q: 3 clusters Score -1292777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1292782.125000 Penalty: 4600.169434
	Iteration 72Q: 3 clusters Score -1292782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1292784.625000 Penalty: 4600.169434
	Iteration 73Q: 3 clusters Score -1292785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1292792.375000 Penalty: 4600.169434
	Iteration 74Q: 3 clusters Score -1292792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1292793.625000 Penalty: 4600.169434
	Iteration 75Q: 3 clusters Score -1292794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1292801.750000 Penalty: 4600.169434
	Iteration 76Q: 3 clusters Score -1292802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1292806.750000 Penalty: 4600.169434
	Iteration 77Q: 3 clusters Score -1292807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1292808.875000 Penalty: 4600.169434
	Iteration 78Q: 3 clusters Score -1292809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1292813.500000 Penalty: 4600.169434
	Iteration 79Q: 3 clusters Score -1292814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1292819.875000 Penalty: 4600.169434
	Iteration 80F: 3 clusters Score -1292820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1292821.500000 Penalty: 4600.169434
	Iteration 81Q: 3 clusters Score -1292822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1292827.875000 Penalty: 4600.169434
	Iteration 82Q: 3 clusters Score -1292828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1292836.875000 Penalty: 4600.169434
	Iteration 83Q: 3 clusters Score -1292837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1292847.375000 Penalty: 4600.169434
	Iteration 84Q: 3 clusters Score -1292847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1292855.750000 Penalty: 4600.169434
	Iteration 85Q: 3 clusters Score -1292856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1292862.875000 Penalty: 4600.169434
	Iteration 86Q: 3 clusters Score -1292863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1292871.500000 Penalty: 4600.169434
	Iteration 87Q: 3 clusters Score -1292872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1292876.750000 Penalty: 4600.169434
	Iteration 88Q: 3 clusters Score -1292877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1292890.750000 Penalty: 4600.169434
	Iteration 89Q: 3 clusters Score -1292891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1292903.750000 Penalty: 4600.169434
	Iteration 90Q: 3 clusters Score -1292904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1292917.000000 Penalty: 4600.169434
	Iteration 91Q: 3 clusters Score -1292917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1292928.375000 Penalty: 4600.169434
	Iteration 92Q: 3 clusters Score -1292928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1292936.250000 Penalty: 4600.169434
	Iteration 93Q: 3 clusters Score -1292936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1292946.625000 Penalty: 4600.169434
	Iteration 94Q: 3 clusters Score -1292947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1292957.125000 Penalty: 4600.169434
	Iteration 95Q: 3 clusters Score -1292957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1292976.250000 Penalty: 4600.169434
	Iteration 96Q: 3 clusters Score -1292976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1292985.750000 Penalty: 4600.169434
	Iteration 97Q: 3 clusters Score -1292986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1292997.625000 Penalty: 4600.169434
	Iteration 98Q: 3 clusters Score -1292998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1293005.875000 Penalty: 4600.169434
	Iteration 99Q: 3 clusters Score -1293006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1293009.875000 Penalty: 4600.169434
	Iteration 100F: 3 clusters Score -1293010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1293012.625000 Penalty: 4600.169434
	Iteration 101Q: 3 clusters Score -1293013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1293014.500000 Penalty: 4600.169434
	Iteration 102Q: 3 clusters Score -1293014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1293018.250000 Penalty: 4600.169434
	Iteration 103Q: 3 clusters Score -1293018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1293020.625000 Penalty: 4600.169434
	Iteration 104Q: 3 clusters Score -1293021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1293022.750000 Penalty: 4600.169434
	Iteration 105Q: 3 clusters Score -1293023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1293024.375000 Penalty: 4600.169434
	Iteration 106Q: 3 clusters Score -1293024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1293025.500000 Penalty: 4600.169434
	Iteration 107Q: 3 clusters Score -1293026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1293025.500000 Penalty: 4600.169434
	Iteration 108F: 3 clusters Score -1293026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (6894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Entering Unmasked Estep 
Score: -818300.125000 Penalty: 2191.924805
	Iteration 0F: 2 clusters Score -818300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -812633.937500 Penalty: 4383.849609
	Iteration 0F: 3 clusters Score -812633.9 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -814088.250000 Penalty: 4383.849609
	Iteration 1F: 3 clusters Score -814088.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -814285.625000 Penalty: 4383.849609
	Iteration 2F: 3 clusters Score -814285.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -814419.750000 Penalty: 4383.849609
	Iteration 3Q: 3 clusters Score -814419.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -814528.937500 Penalty: 4383.849609
	Iteration 4Q: 3 clusters Score -814528.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -814641.562500 Penalty: 4383.849609
	Iteration 5Q: 3 clusters Score -814641.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -814781.187500 Penalty: 4383.849609
	Iteration 6Q: 3 clusters Score -814781.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -814937.500000 Penalty: 4383.849609
	Iteration 7Q: 3 clusters Score -814937.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -815111.625000 Penalty: 4383.849609
	Iteration 8Q: 3 clusters Score -815111.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -815267.187500 Penalty: 4383.849609
	Iteration 9Q: 3 clusters Score -815267.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -815427.625000 Penalty: 4383.849609
	Iteration 10Q: 3 clusters Score -815427.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -815625.062500 Penalty: 4383.849609
	Iteration 11Q: 3 clusters Score -815625.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -815836.937500 Penalty: 4383.849609
	Iteration 12Q: 3 clusters Score -815836.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -816027.875000 Penalty: 4383.849609
	Iteration 13Q: 3 clusters Score -816027.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -816194.625000 Penalty: 4383.849609
	Iteration 14Q: 3 clusters Score -816194.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -816305.000000 Penalty: 4383.849609
	Iteration 15Q: 3 clusters Score -816305 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -816384.375000 Penalty: 4383.849609
	Iteration 16Q: 3 clusters Score -816384.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -816445.312500 Penalty: 4383.849609
	Iteration 17Q: 3 clusters Score -816445.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -816492.750000 Penalty: 4383.849609
	Iteration 18Q: 3 clusters Score -816492.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -816530.250000 Penalty: 4383.849609
	Iteration 19Q: 3 clusters Score -816530.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -816570.312500 Penalty: 4383.849609
	Iteration 20F: 3 clusters Score -816570.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -816596.187500 Penalty: 4383.849609
	Iteration 21Q: 3 clusters Score -816596.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -816621.375000 Penalty: 4383.849609
	Iteration 22Q: 3 clusters Score -816621.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -816646.437500 Penalty: 4383.849609
	Iteration 23Q: 3 clusters Score -816646.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -816666.937500 Penalty: 4383.849609
	Iteration 24Q: 3 clusters Score -816666.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -816689.875000 Penalty: 4383.849609
	Iteration 25Q: 3 clusters Score -816689.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -816725.062500 Penalty: 4383.849609
	Iteration 26Q: 3 clusters Score -816725.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -816768.937500 Penalty: 4383.849609
	Iteration 27Q: 3 clusters Score -816768.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -816830.125000 Penalty: 4383.849609
	Iteration 28Q: 3 clusters Score -816830.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -816886.687500 Penalty: 4383.849609
	Iteration 29Q: 3 clusters Score -816886.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -816940.875000 Penalty: 4383.849609
	Iteration 30Q: 3 clusters Score -816940.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -817003.812500 Penalty: 4383.849609
	Iteration 31Q: 3 clusters Score -817003.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -817071.500000 Penalty: 4383.849609
	Iteration 32Q: 3 clusters Score -817071.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -817148.625000 Penalty: 4383.849609
	Iteration 33Q: 3 clusters Score -817148.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -817205.187500 Penalty: 4383.849609
	Iteration 34Q: 3 clusters Score -817205.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -817240.062500 Penalty: 4383.849609
	Iteration 35Q: 3 clusters Score -817240.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -817282.312500 Penalty: 4383.849609
	Iteration 36Q: 3 clusters Score -817282.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -817327.375000 Penalty: 4383.849609
	Iteration 37Q: 3 clusters Score -817327.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -817363.375000 Penalty: 4383.849609
	Iteration 38Q: 3 clusters Score -817363.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -817394.562500 Penalty: 4383.849609
	Iteration 39Q: 3 clusters Score -817394.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -817434.500000 Penalty: 4383.849609
	Iteration 40F: 3 clusters Score -817434.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -817475.312500 Penalty: 4383.849609
	Iteration 41Q: 3 clusters Score -817475.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -817509.437500 Penalty: 4383.849609
	Iteration 42Q: 3 clusters Score -817509.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -817527.125000 Penalty: 4383.849609
	Iteration 43Q: 3 clusters Score -817527.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -817535.812500 Penalty: 4383.849609
	Iteration 44Q: 3 clusters Score -817535.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -817540.687500 Penalty: 4383.849609
	Iteration 45Q: 3 clusters Score -817540.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -817545.125000 Penalty: 4383.849609
	Iteration 46Q: 3 clusters Score -817545.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -817553.125000 Penalty: 4383.849609
	Iteration 47Q: 3 clusters Score -817553.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -817555.312500 Penalty: 4383.849609
	Iteration 48Q: 3 clusters Score -817555.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -817557.062500 Penalty: 4383.849609
	Iteration 49Q: 3 clusters Score -817557.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -817560.937500 Penalty: 4383.849609
	Iteration 50Q: 3 clusters Score -817560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -817561.062500 Penalty: 4383.849609
	Iteration 51Q: 3 clusters Score -817561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -817561.312500 Penalty: 4383.849609
	Iteration 52Q: 3 clusters Score -817561.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -817561.312500 Penalty: 4383.849609
	Iteration 53Q: 3 clusters Score -817561.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -817561.312500 Penalty: 4383.849609
	Iteration 54F: 3 clusters Score -817561.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Entering Unmasked Estep 
Score: -621247.687500 Penalty: 2120.507568
	Iteration 0F: 2 clusters Score -621247.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -616603.250000 Penalty: 4241.015137
	Iteration 0F: 3 clusters Score -616603.2 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -617776.500000 Penalty: 4241.015137
	Iteration 1F: 3 clusters Score -617776.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -618068.125000 Penalty: 4241.015137
	Iteration 2F: 3 clusters Score -618068.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -618303.437500 Penalty: 4241.015137
	Iteration 3F: 3 clusters Score -618303.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -618469.562500 Penalty: 4241.015137
	Iteration 4F: 3 clusters Score -618469.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -618606.125000 Penalty: 4241.015137
	Iteration 5Q: 3 clusters Score -618606.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -618710.187500 Penalty: 4241.015137
	Iteration 6Q: 3 clusters Score -618710.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -618807.687500 Penalty: 4241.015137
	Iteration 7Q: 3 clusters Score -618807.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -618895.562500 Penalty: 4241.015137
	Iteration 8Q: 3 clusters Score -618895.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -618966.937500 Penalty: 4241.015137
	Iteration 9Q: 3 clusters Score -618966.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -619031.812500 Penalty: 4241.015137
	Iteration 10Q: 3 clusters Score -619031.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -619089.937500 Penalty: 4241.015137
	Iteration 11Q: 3 clusters Score -619089.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -619162.312500 Penalty: 4241.015137
	Iteration 12Q: 3 clusters Score -619162.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -619254.062500 Penalty: 4241.015137
	Iteration 13Q: 3 clusters Score -619254.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -619375.937500 Penalty: 4241.015137
	Iteration 14Q: 3 clusters Score -619375.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -619509.500000 Penalty: 4241.015137
	Iteration 15Q: 3 clusters Score -619509.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -619653.187500 Penalty: 4241.015137
	Iteration 16Q: 3 clusters Score -619653.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -619757.250000 Penalty: 4241.015137
	Iteration 17Q: 3 clusters Score -619757.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -619835.375000 Penalty: 4241.015137
	Iteration 18Q: 3 clusters Score -619835.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -619886.625000 Penalty: 4241.015137
	Iteration 19Q: 3 clusters Score -619886.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -619922.937500 Penalty: 4241.015137
	Iteration 20F: 3 clusters Score -619922.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -619959.625000 Penalty: 4241.015137
	Iteration 21Q: 3 clusters Score -619959.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -619994.250000 Penalty: 4241.015137
	Iteration 22Q: 3 clusters Score -619994.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -620024.187500 Penalty: 4241.015137
	Iteration 23Q: 3 clusters Score -620024.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -620040.437500 Penalty: 4241.015137
	Iteration 24Q: 3 clusters Score -620040.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -620050.875000 Penalty: 4241.015137
	Iteration 25Q: 3 clusters Score -620050.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -620056.187500 Penalty: 4241.015137
	Iteration 26Q: 3 clusters Score -620056.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -620057.750000 Penalty: 4241.015137
	Iteration 27Q: 3 clusters Score -620057.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -620059.625000 Penalty: 4241.015137
	Iteration 28Q: 3 clusters Score -620059.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -620063.250000 Penalty: 4241.015137
	Iteration 29Q: 3 clusters Score -620063.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -620065.500000 Penalty: 4241.015137
	Iteration 30Q: 3 clusters Score -620065.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -620068.375000 Penalty: 4241.015137
	Iteration 31Q: 3 clusters Score -620068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -620070.750000 Penalty: 4241.015137
	Iteration 32Q: 3 clusters Score -620070.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -620072.625000 Penalty: 4241.015137
	Iteration 33Q: 3 clusters Score -620072.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -620074.875000 Penalty: 4241.015137
	Iteration 34Q: 3 clusters Score -620074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -620076.437500 Penalty: 4241.015137
	Iteration 35Q: 3 clusters Score -620076.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -620077.062500 Penalty: 4241.015137
	Iteration 36Q: 3 clusters Score -620077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -620077.062500 Penalty: 4241.015137
	Iteration 37F: 3 clusters Score -620077.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (21109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Entering Unmasked Estep 
Score: -2629357.500000 Penalty: 2469.448730
	Iteration 0F: 2 clusters Score -2629358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2614489.000000 Penalty: 4938.897461
	Iteration 0F: 3 clusters Score -2614489 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2619367.750000 Penalty: 4938.897461
	Iteration 1F: 3 clusters Score -2619368 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2619732.000000 Penalty: 4938.897461
	Iteration 2F: 3 clusters Score -2619732 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2619999.250000 Penalty: 4938.897461
	Iteration 3Q: 3 clusters Score -2619999 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2620251.500000 Penalty: 4938.897461
	Iteration 4Q: 3 clusters Score -2620252 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2620462.250000 Penalty: 4938.897461
	Iteration 5Q: 3 clusters Score -2620462 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2620644.750000 Penalty: 4938.897461
	Iteration 6Q: 3 clusters Score -2620645 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2620824.250000 Penalty: 4938.897461
	Iteration 7Q: 3 clusters Score -2620824 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2620972.750000 Penalty: 4938.897461
	Iteration 8Q: 3 clusters Score -2620973 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2621120.500000 Penalty: 4938.897461
	Iteration 9Q: 3 clusters Score -2621120 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2621305.000000 Penalty: 4938.897461
	Iteration 10Q: 3 clusters Score -2621305 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2621522.250000 Penalty: 4938.897461
	Iteration 11Q: 3 clusters Score -2621522 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2621761.500000 Penalty: 4938.897461
	Iteration 12Q: 3 clusters Score -2621762 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2622107.750000 Penalty: 4938.897461
	Iteration 13Q: 3 clusters Score -2622108 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2622588.250000 Penalty: 4938.897461
	Iteration 14Q: 3 clusters Score -2622588 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2623142.000000 Penalty: 4938.897461
	Iteration 15Q: 3 clusters Score -2623142 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2623852.250000 Penalty: 4938.897461
	Iteration 16Q: 3 clusters Score -2623852 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2624581.500000 Penalty: 4938.897461
	Iteration 17Q: 3 clusters Score -2624582 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2625209.500000 Penalty: 4938.897461
	Iteration 18Q: 3 clusters Score -2625210 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2625691.250000 Penalty: 4938.897461
	Iteration 19Q: 3 clusters Score -2625691 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2626113.750000 Penalty: 4938.897461
	Iteration 20F: 3 clusters Score -2626114 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2626411.250000 Penalty: 4938.897461
	Iteration 21Q: 3 clusters Score -2626411 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2626612.500000 Penalty: 4938.897461
	Iteration 22Q: 3 clusters Score -2626612 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2626765.750000 Penalty: 4938.897461
	Iteration 23Q: 3 clusters Score -2626766 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2626868.500000 Penalty: 4938.897461
	Iteration 24Q: 3 clusters Score -2626868 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2626950.000000 Penalty: 4938.897461
	Iteration 25Q: 3 clusters Score -2626950 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2627003.500000 Penalty: 4938.897461
	Iteration 26Q: 3 clusters Score -2627004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2627045.000000 Penalty: 4938.897461
	Iteration 27Q: 3 clusters Score -2627045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2627070.500000 Penalty: 4938.897461
	Iteration 28Q: 3 clusters Score -2627070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2627095.250000 Penalty: 4938.897461
	Iteration 29Q: 3 clusters Score -2627095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2627116.500000 Penalty: 4938.897461
	Iteration 30Q: 3 clusters Score -2627116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2627133.750000 Penalty: 4938.897461
	Iteration 31Q: 3 clusters Score -2627134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2627151.250000 Penalty: 4938.897461
	Iteration 32Q: 3 clusters Score -2627151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2627167.750000 Penalty: 4938.897461
	Iteration 33Q: 3 clusters Score -2627168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2627179.500000 Penalty: 4938.897461
	Iteration 34Q: 3 clusters Score -2627180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2627188.500000 Penalty: 4938.897461
	Iteration 35Q: 3 clusters Score -2627188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2627193.000000 Penalty: 4938.897461
	Iteration 36Q: 3 clusters Score -2627193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2627194.000000 Penalty: 4938.897461
	Iteration 37Q: 3 clusters Score -2627194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2627195.000000 Penalty: 4938.897461
	Iteration 38Q: 3 clusters Score -2627195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2627193.500000 Penalty: 4938.897461
	Iteration 39Q: 3 clusters Score -2627194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2627200.500000 Penalty: 4938.897461
	Iteration 40F: 3 clusters Score -2627200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2627199.000000 Penalty: 4938.897461
	Iteration 41Q: 3 clusters Score -2627199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2627199.000000 Penalty: 4938.897461
	Iteration 42F: 3 clusters Score -2627199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (33475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Entering Unmasked Estep 
Score: -3998862.500000 Penalty: 2583.801514
	Iteration 0F: 2 clusters Score -3998862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3976034.500000 Penalty: 5167.603027
	Iteration 0F: 3 clusters Score -3976034 nChanged 15241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3984732.000000 Penalty: 5167.603027
	Iteration 1F: 3 clusters Score -3984732 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3985731.000000 Penalty: 5167.603027
	Iteration 2F: 3 clusters Score -3985731 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3986962.500000 Penalty: 5167.603027
	Iteration 3F: 3 clusters Score -3986962 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3988372.500000 Penalty: 5167.603027
	Iteration 4F: 3 clusters Score -3988372 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3989887.750000 Penalty: 5167.603027
	Iteration 5F: 3 clusters Score -3989888 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3991447.500000 Penalty: 5167.603027
	Iteration 6F: 3 clusters Score -3991448 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3992972.750000 Penalty: 5167.603027
	Iteration 7F: 3 clusters Score -3992973 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3994251.250000 Penalty: 5167.603027
	Iteration 8F: 3 clusters Score -3994251 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -3995257.750000 Penalty: 5167.603027
	Iteration 9Q: 3 clusters Score -3995258 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3995844.500000 Penalty: 5167.603027
	Iteration 10Q: 3 clusters Score -3995844 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3996241.750000 Penalty: 5167.603027
	Iteration 11Q: 3 clusters Score -3996242 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3996516.500000 Penalty: 5167.603027
	Iteration 12Q: 3 clusters Score -3996516 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3996681.000000 Penalty: 5167.603027
	Iteration 13Q: 3 clusters Score -3996681 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3996805.250000 Penalty: 5167.603027
	Iteration 14Q: 3 clusters Score -3996805 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -3996910.500000 Penalty: 5167.603027
	Iteration 15Q: 3 clusters Score -3996910 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3996995.500000 Penalty: 5167.603027
	Iteration 16Q: 3 clusters Score -3996996 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3997094.000000 Penalty: 5167.603027
	Iteration 17Q: 3 clusters Score -3997094 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3997150.750000 Penalty: 5167.603027
	Iteration 18Q: 3 clusters Score -3997151 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3997217.750000 Penalty: 5167.603027
	Iteration 19Q: 3 clusters Score -3997218 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3997260.250000 Penalty: 5167.603027
	Iteration 20F: 3 clusters Score -3997260 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -3997303.750000 Penalty: 5167.603027
	Iteration 21Q: 3 clusters Score -3997304 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3997334.750000 Penalty: 5167.603027
	Iteration 22Q: 3 clusters Score -3997335 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3997361.750000 Penalty: 5167.603027
	Iteration 23Q: 3 clusters Score -3997362 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3997412.500000 Penalty: 5167.603027
	Iteration 24Q: 3 clusters Score -3997412 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3997435.500000 Penalty: 5167.603027
	Iteration 25Q: 3 clusters Score -3997436 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3997444.250000 Penalty: 5167.603027
	Iteration 26Q: 3 clusters Score -3997444 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3997475.250000 Penalty: 5167.603027
	Iteration 27Q: 3 clusters Score -3997475 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3997504.250000 Penalty: 5167.603027
	Iteration 28Q: 3 clusters Score -3997504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3997511.500000 Penalty: 5167.603027
	Iteration 29Q: 3 clusters Score -3997512 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3997530.750000 Penalty: 5167.603027
	Iteration 30Q: 3 clusters Score -3997531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3997547.250000 Penalty: 5167.603027
	Iteration 31Q: 3 clusters Score -3997547 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3997573.750000 Penalty: 5167.603027
	Iteration 32Q: 3 clusters Score -3997574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3997594.000000 Penalty: 5167.603027
	Iteration 33Q: 3 clusters Score -3997594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3997599.000000 Penalty: 5167.603027
	Iteration 34Q: 3 clusters Score -3997599 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3997611.500000 Penalty: 5167.603027
	Iteration 35Q: 3 clusters Score -3997612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3997619.750000 Penalty: 5167.603027
	Iteration 36Q: 3 clusters Score -3997620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3997630.500000 Penalty: 5167.603027
	Iteration 37Q: 3 clusters Score -3997630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3997643.000000 Penalty: 5167.603027
	Iteration 38Q: 3 clusters Score -3997643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3997644.750000 Penalty: 5167.603027
	Iteration 39Q: 3 clusters Score -3997645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3997642.500000 Penalty: 5167.603027
	Iteration 40F: 3 clusters Score -3997642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3997655.750000 Penalty: 5167.603027
	Iteration 41Q: 3 clusters Score -3997656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3997658.500000 Penalty: 5167.603027
	Iteration 42Q: 3 clusters Score -3997658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3997666.000000 Penalty: 5167.603027
	Iteration 43Q: 3 clusters Score -3997666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3997667.500000 Penalty: 5167.603027
	Iteration 44Q: 3 clusters Score -3997668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3997691.250000 Penalty: 5167.603027
	Iteration 45Q: 3 clusters Score -3997691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3997688.750000 Penalty: 5167.603027
	Iteration 46Q: 3 clusters Score -3997689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3997689.500000 Penalty: 5167.603027
	Iteration 47Q: 3 clusters Score -3997690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3997692.500000 Penalty: 5167.603027
	Iteration 48Q: 3 clusters Score -3997692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3997698.750000 Penalty: 5167.603027
	Iteration 49Q: 3 clusters Score -3997699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3997700.250000 Penalty: 5167.603027
	Iteration 50Q: 3 clusters Score -3997700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3997711.250000 Penalty: 5167.603027
	Iteration 51Q: 3 clusters Score -3997711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3997710.000000 Penalty: 5167.603027
	Iteration 52Q: 3 clusters Score -3997710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3997709.250000 Penalty: 5167.603027
	Iteration 53Q: 3 clusters Score -3997709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3997716.500000 Penalty: 5167.603027
	Iteration 54Q: 3 clusters Score -3997716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3997730.250000 Penalty: 5167.603027
	Iteration 55Q: 3 clusters Score -3997730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3997732.500000 Penalty: 5167.603027
	Iteration 56Q: 3 clusters Score -3997732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3997733.500000 Penalty: 5167.603027
	Iteration 57Q: 3 clusters Score -3997734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3997741.750000 Penalty: 5167.603027
	Iteration 58Q: 3 clusters Score -3997742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3997750.250000 Penalty: 5167.603027
	Iteration 59Q: 3 clusters Score -3997750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3997752.250000 Penalty: 5167.603027
	Iteration 60F: 3 clusters Score -3997752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3997762.250000 Penalty: 5167.603027
	Iteration 61Q: 3 clusters Score -3997762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3997761.250000 Penalty: 5167.603027
	Iteration 62Q: 3 clusters Score -3997761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3997764.000000 Penalty: 5167.603027
	Iteration 63Q: 3 clusters Score -3997764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3997766.500000 Penalty: 5167.603027
	Iteration 64Q: 3 clusters Score -3997766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3997771.000000 Penalty: 5167.603027
	Iteration 65Q: 3 clusters Score -3997771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3997776.000000 Penalty: 5167.603027
	Iteration 66Q: 3 clusters Score -3997776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3997781.250000 Penalty: 5167.603027
	Iteration 67Q: 3 clusters Score -3997781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3997784.000000 Penalty: 5167.603027
	Iteration 68Q: 3 clusters Score -3997784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3997778.750000 Penalty: 5167.603027
	Iteration 69Q: 3 clusters Score -3997779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3997779.250000 Penalty: 5167.603027
	Iteration 70Q: 3 clusters Score -3997779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3997781.500000 Penalty: 5167.603027
	Iteration 71Q: 3 clusters Score -3997782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3997784.000000 Penalty: 5167.603027
	Iteration 72Q: 3 clusters Score -3997784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3997784.250000 Penalty: 5167.603027
	Iteration 73Q: 3 clusters Score -3997784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3997781.750000 Penalty: 5167.603027
	Iteration 74Q: 3 clusters Score -3997782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3997778.250000 Penalty: 5167.603027
	Iteration 75Q: 3 clusters Score -3997778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3997783.250000 Penalty: 5167.603027
	Iteration 76Q: 3 clusters Score -3997783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3997779.000000 Penalty: 5167.603027
	Iteration 77Q: 3 clusters Score -3997779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3997783.000000 Penalty: 5167.603027
	Iteration 78Q: 3 clusters Score -3997783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3997783.500000 Penalty: 5167.603027
	Iteration 79Q: 3 clusters Score -3997784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3997788.250000 Penalty: 5167.603027
	Iteration 80F: 3 clusters Score -3997788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3997792.000000 Penalty: 5167.603027
	Iteration 81Q: 3 clusters Score -3997792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3997798.500000 Penalty: 5167.603027
	Iteration 82Q: 3 clusters Score -3997798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3997807.750000 Penalty: 5167.603027
	Iteration 83Q: 3 clusters Score -3997808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3997808.750000 Penalty: 5167.603027
	Iteration 84Q: 3 clusters Score -3997809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3997813.750000 Penalty: 5167.603027
	Iteration 85Q: 3 clusters Score -3997814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3997826.500000 Penalty: 5167.603027
	Iteration 86Q: 3 clusters Score -3997826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3997825.250000 Penalty: 5167.603027
	Iteration 87Q: 3 clusters Score -3997825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3997825.000000 Penalty: 5167.603027
	Iteration 88Q: 3 clusters Score -3997825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3997827.750000 Penalty: 5167.603027
	Iteration 89Q: 3 clusters Score -3997828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3997820.000000 Penalty: 5167.603027
	Iteration 90Q: 3 clusters Score -3997820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3997821.750000 Penalty: 5167.603027
	Iteration 91Q: 3 clusters Score -3997822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3997821.750000 Penalty: 5167.603027
	Iteration 92F: 3 clusters Score -3997822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -375993.437500 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -375993.4 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 1197 members 
Entering Unmasked Estep 
Score: -373143.218750 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -373143.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -373880.906250 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -373880.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -374346.531250 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -374346.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -374685.687500 Penalty: 3852.562988
	Iteration 3F: 3 clusters Score -374685.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -374890.656250 Penalty: 3852.562988
	Iteration 4F: 3 clusters Score -374890.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -375059.875000 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -375059.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -375172.750000 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -375172.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -375231.593750 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -375231.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -375275.968750 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -375276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -375319.812500 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -375319.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -375351.125000 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -375351.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -375365.000000 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -375365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -375372.500000 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -375372.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -375378.437500 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -375378.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -375383.500000 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -375383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -375383.906250 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -375383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -375383.906250 Penalty: 3852.562988
	Iteration 16F: 3 clusters Score -375383.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -222274.109375 Penalty: 1869.414673
	Iteration 0F: 2 clusters Score -222274.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -219737.437500 Penalty: 3738.829346
	Iteration 0F: 3 clusters Score -219737.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -220164.531250 Penalty: 3738.829346
	Iteration 1F: 3 clusters Score -220164.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -220265.156250 Penalty: 3738.829346
	Iteration 2F: 3 clusters Score -220265.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -220332.484375 Penalty: 3738.829346
	Iteration 3Q: 3 clusters Score -220332.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -220377.984375 Penalty: 3738.829346
	Iteration 4Q: 3 clusters Score -220378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -220399.468750 Penalty: 3738.829346
	Iteration 5Q: 3 clusters Score -220399.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -220420.390625 Penalty: 3738.829346
	Iteration 6Q: 3 clusters Score -220420.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -220447.828125 Penalty: 3738.829346
	Iteration 7Q: 3 clusters Score -220447.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -220470.984375 Penalty: 3738.829346
	Iteration 8Q: 3 clusters Score -220471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -220496.531250 Penalty: 3738.829346
	Iteration 9Q: 3 clusters Score -220496.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -220514.015625 Penalty: 3738.829346
	Iteration 10Q: 3 clusters Score -220514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -220535.656250 Penalty: 3738.829346
	Iteration 11Q: 3 clusters Score -220535.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -220551.234375 Penalty: 3738.829346
	Iteration 12Q: 3 clusters Score -220551.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -220558.312500 Penalty: 3738.829346
	Iteration 13Q: 3 clusters Score -220558.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -220560.484375 Penalty: 3738.829346
	Iteration 14Q: 3 clusters Score -220560.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -220563.468750 Penalty: 3738.829346
	Iteration 15Q: 3 clusters Score -220563.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -220569.656250 Penalty: 3738.829346
	Iteration 16Q: 3 clusters Score -220569.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -220575.625000 Penalty: 3738.829346
	Iteration 17Q: 3 clusters Score -220575.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -220582.265625 Penalty: 3738.829346
	Iteration 18Q: 3 clusters Score -220582.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -220591.328125 Penalty: 3738.829346
	Iteration 19Q: 3 clusters Score -220591.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -220595.984375 Penalty: 3738.829346
	Iteration 20F: 3 clusters Score -220596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -220600.843750 Penalty: 3738.829346
	Iteration 21Q: 3 clusters Score -220600.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -220608.265625 Penalty: 3738.829346
	Iteration 22Q: 3 clusters Score -220608.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -220614.046875 Penalty: 3738.829346
	Iteration 23Q: 3 clusters Score -220614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -220621.015625 Penalty: 3738.829346
	Iteration 24Q: 3 clusters Score -220621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -220630.500000 Penalty: 3738.829346
	Iteration 25Q: 3 clusters Score -220630.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -220638.375000 Penalty: 3738.829346
	Iteration 26Q: 3 clusters Score -220638.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -220645.437500 Penalty: 3738.829346
	Iteration 27Q: 3 clusters Score -220645.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -220651.109375 Penalty: 3738.829346
	Iteration 28Q: 3 clusters Score -220651.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -220658.078125 Penalty: 3738.829346
	Iteration 29Q: 3 clusters Score -220658.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -220664.734375 Penalty: 3738.829346
	Iteration 30Q: 3 clusters Score -220664.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -220671.562500 Penalty: 3738.829346
	Iteration 31Q: 3 clusters Score -220671.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -220680.765625 Penalty: 3738.829346
	Iteration 32Q: 3 clusters Score -220680.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -220687.390625 Penalty: 3738.829346
	Iteration 33Q: 3 clusters Score -220687.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -220694.984375 Penalty: 3738.829346
	Iteration 34Q: 3 clusters Score -220695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -220699.859375 Penalty: 3738.829346
	Iteration 35Q: 3 clusters Score -220699.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -220704.859375 Penalty: 3738.829346
	Iteration 36Q: 3 clusters Score -220704.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -220715.281250 Penalty: 3738.829346
	Iteration 37Q: 3 clusters Score -220715.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -220728.781250 Penalty: 3738.829346
	Iteration 38Q: 3 clusters Score -220728.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -220741.437500 Penalty: 3738.829346
	Iteration 39Q: 3 clusters Score -220741.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -220750.078125 Penalty: 3738.829346
	Iteration 40F: 3 clusters Score -220750.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -220758.453125 Penalty: 3738.829346
	Iteration 41Q: 3 clusters Score -220758.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -220763.312500 Penalty: 3738.829346
	Iteration 42Q: 3 clusters Score -220763.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -220767.437500 Penalty: 3738.829346
	Iteration 43Q: 3 clusters Score -220767.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -220770.953125 Penalty: 3738.829346
	Iteration 44Q: 3 clusters Score -220771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -220773.578125 Penalty: 3738.829346
	Iteration 45Q: 3 clusters Score -220773.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -220776.921875 Penalty: 3738.829346
	Iteration 46Q: 3 clusters Score -220776.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -220780.375000 Penalty: 3738.829346
	Iteration 47Q: 3 clusters Score -220780.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -220784.906250 Penalty: 3738.829346
	Iteration 48Q: 3 clusters Score -220784.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -220790.171875 Penalty: 3738.829346
	Iteration 49Q: 3 clusters Score -220790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -220792.984375 Penalty: 3738.829346
	Iteration 50Q: 3 clusters Score -220793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -220795.562500 Penalty: 3738.829346
	Iteration 51Q: 3 clusters Score -220795.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -220795.562500 Penalty: 3738.829346
	Iteration 52F: 3 clusters Score -220795.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -105518.382812 Penalty: 1621.099487
	Iteration 0F: 2 clusters Score -105518.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103825.007812 Penalty: 3242.198975
	Iteration 0F: 3 clusters Score -103825 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -104079.992188 Penalty: 3242.198975
	Iteration 1F: 3 clusters Score -104080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -104208.484375 Penalty: 3242.198975
	Iteration 2F: 3 clusters Score -104208.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -104335.601562 Penalty: 3242.198975
	Iteration 3F: 3 clusters Score -104335.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -104591.984375 Penalty: 3242.198975
	Iteration 4F: 3 clusters Score -104592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104910.906250 Penalty: 3242.198975
	Iteration 5F: 3 clusters Score -104910.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105311.664062 Penalty: 3242.198975
	Iteration 6F: 3 clusters Score -105311.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -105676.750000 Penalty: 3242.198975
	Iteration 7F: 3 clusters Score -105676.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105838.906250 Penalty: 3242.198975
	Iteration 8Q: 3 clusters Score -105838.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105904.585938 Penalty: 3242.198975
	Iteration 9Q: 3 clusters Score -105904.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105950.117188 Penalty: 3242.198975
	Iteration 10Q: 3 clusters Score -105950.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105967.921875 Penalty: 3242.198975
	Iteration 11Q: 3 clusters Score -105967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105973.421875 Penalty: 3242.198975
	Iteration 12Q: 3 clusters Score -105973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105978.093750 Penalty: 3242.198975
	Iteration 13Q: 3 clusters Score -105978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105978.093750 Penalty: 3242.198975
	Iteration 14F: 3 clusters Score -105978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 251 members 
Mstep: Class 84 contains 439 members 
Entering Unmasked Estep 
Score: -154541824.000000 Penalty: 293480.187500
Splitting cluster 83 changes total score from -154543520.000000 to -154541824.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 279Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 280F: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 281Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 282Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 283Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 284Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 285Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 286Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 287Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 288Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 289Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 290Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 291Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 292Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 293Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 294Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 295Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 296Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 297Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 298Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 299Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 300F: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 301Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 302Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 303Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 304Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 305Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 306Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 307Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 308Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 309Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 310Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 311Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 312Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 313Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 314Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 315Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 316Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 317Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 318Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering ConstructFrom: 
Score: -154543520.000000 Penalty: 289986.375000
Entering ConstructFrom: 
Trying to split cluster 1 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -941205.500000 Penalty: 2227.301270
	Iteration 0F: 2 clusters Score -941205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -934772.500000 Penalty: 4454.602539
	Iteration 0F: 3 clusters Score -934772.5 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -936596.812500 Penalty: 4454.602539
	Iteration 1F: 3 clusters Score -936596.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -937020.312500 Penalty: 4454.602539
	Iteration 2F: 3 clusters Score -937020.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -937449.625000 Penalty: 4454.602539
	Iteration 3F: 3 clusters Score -937449.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -937885.750000 Penalty: 4454.602539
	Iteration 4F: 3 clusters Score -937885.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -938330.187500 Penalty: 4454.602539
	Iteration 5F: 3 clusters Score -938330.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -938757.062500 Penalty: 4454.602539
	Iteration 6F: 3 clusters Score -938757.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -939106.500000 Penalty: 4454.602539
	Iteration 7F: 3 clusters Score -939106.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -939411.812500 Penalty: 4454.602539
	Iteration 8Q: 3 clusters Score -939411.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -939597.500000 Penalty: 4454.602539
	Iteration 9Q: 3 clusters Score -939597.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -939690.687500 Penalty: 4454.602539
	Iteration 10Q: 3 clusters Score -939690.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -939747.250000 Penalty: 4454.602539
	Iteration 11Q: 3 clusters Score -939747.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -939783.687500 Penalty: 4454.602539
	Iteration 12Q: 3 clusters Score -939783.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -939806.375000 Penalty: 4454.602539
	Iteration 13Q: 3 clusters Score -939806.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -939815.062500 Penalty: 4454.602539
	Iteration 14Q: 3 clusters Score -939815.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -939821.125000 Penalty: 4454.602539
	Iteration 15Q: 3 clusters Score -939821.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -939825.187500 Penalty: 4454.602539
	Iteration 16Q: 3 clusters Score -939825.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -939824.625000 Penalty: 4454.602539
	Iteration 17Q: 3 clusters Score -939824.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -939829.437500 Penalty: 4454.602539
	Iteration 18Q: 3 clusters Score -939829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -939831.375000 Penalty: 4454.602539
	Iteration 19Q: 3 clusters Score -939831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -939834.125000 Penalty: 4454.602539
	Iteration 20F: 3 clusters Score -939834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -939832.187500 Penalty: 4454.602539
	Iteration 21Q: 3 clusters Score -939832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -939832.250000 Penalty: 4454.602539
	Iteration 22Q: 3 clusters Score -939832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -939832.375000 Penalty: 4454.602539
	Iteration 23Q: 3 clusters Score -939832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -939833.812500 Penalty: 4454.602539
	Iteration 24Q: 3 clusters Score -939833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -939833.812500 Penalty: 4454.602539
	Iteration 25F: 3 clusters Score -939833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -209268.187500 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -209268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -206776.281250 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -206776.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -207224.531250 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -207224.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -207352.359375 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -207352.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -207421.562500 Penalty: 3708.611084
	Iteration 3Q: 3 clusters Score -207421.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -207451.703125 Penalty: 3708.611084
	Iteration 4Q: 3 clusters Score -207451.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -207479.812500 Penalty: 3708.611084
	Iteration 5Q: 3 clusters Score -207479.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -207502.781250 Penalty: 3708.611084
	Iteration 6Q: 3 clusters Score -207502.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -207526.156250 Penalty: 3708.611084
	Iteration 7Q: 3 clusters Score -207526.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -207560.671875 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -207560.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -207584.234375 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -207584.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -207602.625000 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -207602.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -207614.265625 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -207614.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -207620.625000 Penalty: 3708.611084
	Iteration 12Q: 3 clusters Score -207620.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -207625.171875 Penalty: 3708.611084
	Iteration 13Q: 3 clusters Score -207625.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -207632.062500 Penalty: 3708.611084
	Iteration 14Q: 3 clusters Score -207632.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -207636.796875 Penalty: 3708.611084
	Iteration 15Q: 3 clusters Score -207636.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -207641.109375 Penalty: 3708.611084
	Iteration 16Q: 3 clusters Score -207641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -207644.640625 Penalty: 3708.611084
	Iteration 17Q: 3 clusters Score -207644.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -207648.578125 Penalty: 3708.611084
	Iteration 18Q: 3 clusters Score -207648.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -207650.109375 Penalty: 3708.611084
	Iteration 19Q: 3 clusters Score -207650.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -207653.437500 Penalty: 3708.611084
	Iteration 20F: 3 clusters Score -207653.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -207654.187500 Penalty: 3708.611084
	Iteration 21Q: 3 clusters Score -207654.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -207654.187500 Penalty: 3708.611084
	Iteration 22F: 3 clusters Score -207654.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Entering Unmasked Estep 
Score: -5373412.000000 Penalty: 2654.610840
	Iteration 0F: 2 clusters Score -5373412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -5343309.000000 Penalty: 5309.221680
	Iteration 0F: 3 clusters Score -5343309 nChanged 20507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -5354948.000000 Penalty: 5309.221680
	Iteration 1F: 3 clusters Score -5354948 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -5356002.500000 Penalty: 5309.221680
	Iteration 2F: 3 clusters Score -5356002 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -5357443.000000 Penalty: 5309.221680
	Iteration 3F: 3 clusters Score -5357443 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -5359311.000000 Penalty: 5309.221680
	Iteration 4F: 3 clusters Score -5359311 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -5361460.000000 Penalty: 5309.221680
	Iteration 5F: 3 clusters Score -5361460 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -5363721.500000 Penalty: 5309.221680
	Iteration 6F: 3 clusters Score -5363722 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -5366010.000000 Penalty: 5309.221680
	Iteration 7F: 3 clusters Score -5366010 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -5368145.000000 Penalty: 5309.221680
	Iteration 8F: 3 clusters Score -5368145 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5369678.000000 Penalty: 5309.221680
	Iteration 9Q: 3 clusters Score -5369678 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -5370536.500000 Penalty: 5309.221680
	Iteration 10Q: 3 clusters Score -5370536 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -5370910.500000 Penalty: 5309.221680
	Iteration 11Q: 3 clusters Score -5370910 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -5371102.500000 Penalty: 5309.221680
	Iteration 12Q: 3 clusters Score -5371102 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -5371161.500000 Penalty: 5309.221680
	Iteration 13Q: 3 clusters Score -5371162 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -5371205.000000 Penalty: 5309.221680
	Iteration 14Q: 3 clusters Score -5371205 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -5371225.000000 Penalty: 5309.221680
	Iteration 15Q: 3 clusters Score -5371225 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -5371223.000000 Penalty: 5309.221680
	Iteration 16Q: 3 clusters Score -5371223 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -5371249.500000 Penalty: 5309.221680
	Iteration 17Q: 3 clusters Score -5371250 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -5371258.000000 Penalty: 5309.221680
	Iteration 18Q: 3 clusters Score -5371258 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -5371260.000000 Penalty: 5309.221680
	Iteration 19Q: 3 clusters Score -5371260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -5371278.000000 Penalty: 5309.221680
	Iteration 20F: 3 clusters Score -5371278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5371273.500000 Penalty: 5309.221680
	Iteration 21Q: 3 clusters Score -5371274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5371259.000000 Penalty: 5309.221680
	Iteration 22Q: 3 clusters Score -5371259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5371263.000000 Penalty: 5309.221680
	Iteration 23Q: 3 clusters Score -5371263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -5371255.000000 Penalty: 5309.221680
	Iteration 24Q: 3 clusters Score -5371255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -5371242.000000 Penalty: 5309.221680
	Iteration 25Q: 3 clusters Score -5371242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -5371247.500000 Penalty: 5309.221680
	Iteration 26Q: 3 clusters Score -5371248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -5371253.500000 Penalty: 5309.221680
	Iteration 27Q: 3 clusters Score -5371254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -5371249.000000 Penalty: 5309.221680
	Iteration 28Q: 3 clusters Score -5371249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -5371246.000000 Penalty: 5309.221680
	Iteration 29Q: 3 clusters Score -5371246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -5371245.500000 Penalty: 5309.221680
	Iteration 30Q: 3 clusters Score -5371246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -5371242.000000 Penalty: 5309.221680
	Iteration 31Q: 3 clusters Score -5371242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -5371250.500000 Penalty: 5309.221680
	Iteration 32Q: 3 clusters Score -5371250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -5371253.000000 Penalty: 5309.221680
	Iteration 33Q: 3 clusters Score -5371253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -5371250.000000 Penalty: 5309.221680
	Iteration 34Q: 3 clusters Score -5371250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -5371250.000000 Penalty: 5309.221680
	Iteration 35F: 3 clusters Score -5371250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Entering Unmasked Estep 
Score: -2713152.000000 Penalty: 2486.265137
	Iteration 0F: 2 clusters Score -2713152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2697590.750000 Penalty: 4972.530273
	Iteration 0F: 3 clusters Score -2697591 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2702890.000000 Penalty: 4972.530273
	Iteration 1F: 3 clusters Score -2702890 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2703465.500000 Penalty: 4972.530273
	Iteration 2F: 3 clusters Score -2703466 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2704115.750000 Penalty: 4972.530273
	Iteration 3F: 3 clusters Score -2704116 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2704883.250000 Penalty: 4972.530273
	Iteration 4F: 3 clusters Score -2704883 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2705680.000000 Penalty: 4972.530273
	Iteration 5F: 3 clusters Score -2705680 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2706456.750000 Penalty: 4972.530273
	Iteration 6F: 3 clusters Score -2706457 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2707185.250000 Penalty: 4972.530273
	Iteration 7F: 3 clusters Score -2707185 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2707864.500000 Penalty: 4972.530273
	Iteration 8Q: 3 clusters Score -2707864 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2708497.500000 Penalty: 4972.530273
	Iteration 9Q: 3 clusters Score -2708498 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2709104.750000 Penalty: 4972.530273
	Iteration 10Q: 3 clusters Score -2709105 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2709676.000000 Penalty: 4972.530273
	Iteration 11Q: 3 clusters Score -2709676 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2710222.500000 Penalty: 4972.530273
	Iteration 12Q: 3 clusters Score -2710222 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2710798.000000 Penalty: 4972.530273
	Iteration 13Q: 3 clusters Score -2710798 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2711324.000000 Penalty: 4972.530273
	Iteration 14Q: 3 clusters Score -2711324 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2711717.000000 Penalty: 4972.530273
	Iteration 15Q: 3 clusters Score -2711717 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2711943.000000 Penalty: 4972.530273
	Iteration 16Q: 3 clusters Score -2711943 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2712092.000000 Penalty: 4972.530273
	Iteration 17Q: 3 clusters Score -2712092 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2712174.250000 Penalty: 4972.530273
	Iteration 18Q: 3 clusters Score -2712174 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2712221.750000 Penalty: 4972.530273
	Iteration 19Q: 3 clusters Score -2712222 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2712247.750000 Penalty: 4972.530273
	Iteration 20F: 3 clusters Score -2712248 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2712265.500000 Penalty: 4972.530273
	Iteration 21Q: 3 clusters Score -2712266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2712281.500000 Penalty: 4972.530273
	Iteration 22Q: 3 clusters Score -2712282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2712287.000000 Penalty: 4972.530273
	Iteration 23Q: 3 clusters Score -2712287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2712287.000000 Penalty: 4972.530273
	Iteration 24Q: 3 clusters Score -2712287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2712301.000000 Penalty: 4972.530273
	Iteration 25Q: 3 clusters Score -2712301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2712304.250000 Penalty: 4972.530273
	Iteration 26Q: 3 clusters Score -2712304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2712306.250000 Penalty: 4972.530273
	Iteration 27Q: 3 clusters Score -2712306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2712306.750000 Penalty: 4972.530273
	Iteration 28Q: 3 clusters Score -2712307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2712308.500000 Penalty: 4972.530273
	Iteration 29Q: 3 clusters Score -2712308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2712303.250000 Penalty: 4972.530273
	Iteration 30Q: 3 clusters Score -2712303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2712303.500000 Penalty: 4972.530273
	Iteration 31Q: 3 clusters Score -2712304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2712301.750000 Penalty: 4972.530273
	Iteration 32Q: 3 clusters Score -2712302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2712297.250000 Penalty: 4972.530273
	Iteration 33Q: 3 clusters Score -2712297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2712302.250000 Penalty: 4972.530273
	Iteration 34Q: 3 clusters Score -2712302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2712302.000000 Penalty: 4972.530273
	Iteration 35Q: 3 clusters Score -2712302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2712303.750000 Penalty: 4972.530273
	Iteration 36Q: 3 clusters Score -2712304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2712301.250000 Penalty: 4972.530273
	Iteration 37Q: 3 clusters Score -2712301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2712303.000000 Penalty: 4972.530273
	Iteration 38Q: 3 clusters Score -2712303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2712304.500000 Penalty: 4972.530273
	Iteration 39Q: 3 clusters Score -2712304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2712304.500000 Penalty: 4972.530273
	Iteration 40F: 3 clusters Score -2712304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Entering Unmasked Estep 
Score: -727030.062500 Penalty: 2169.500977
	Iteration 0F: 2 clusters Score -727030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -721721.562500 Penalty: 4339.001953
	Iteration 0F: 3 clusters Score -721721.6 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -723103.937500 Penalty: 4339.001953
	Iteration 1F: 3 clusters Score -723103.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -723418.062500 Penalty: 4339.001953
	Iteration 2F: 3 clusters Score -723418.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -723618.750000 Penalty: 4339.001953
	Iteration 3F: 3 clusters Score -723618.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -723744.875000 Penalty: 4339.001953
	Iteration 4Q: 3 clusters Score -723744.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -723836.437500 Penalty: 4339.001953
	Iteration 5Q: 3 clusters Score -723836.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -723917.312500 Penalty: 4339.001953
	Iteration 6Q: 3 clusters Score -723917.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -724013.250000 Penalty: 4339.001953
	Iteration 7Q: 3 clusters Score -724013.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -724134.125000 Penalty: 4339.001953
	Iteration 8Q: 3 clusters Score -724134.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -724245.437500 Penalty: 4339.001953
	Iteration 9Q: 3 clusters Score -724245.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -724339.000000 Penalty: 4339.001953
	Iteration 10Q: 3 clusters Score -724339 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -724422.812500 Penalty: 4339.001953
	Iteration 11Q: 3 clusters Score -724422.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -724515.437500 Penalty: 4339.001953
	Iteration 12Q: 3 clusters Score -724515.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -724623.625000 Penalty: 4339.001953
	Iteration 13Q: 3 clusters Score -724623.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -724725.812500 Penalty: 4339.001953
	Iteration 14Q: 3 clusters Score -724725.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -724839.687500 Penalty: 4339.001953
	Iteration 15Q: 3 clusters Score -724839.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -724968.250000 Penalty: 4339.001953
	Iteration 16Q: 3 clusters Score -724968.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -725110.687500 Penalty: 4339.001953
	Iteration 17Q: 3 clusters Score -725110.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -725253.375000 Penalty: 4339.001953
	Iteration 18Q: 3 clusters Score -725253.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -725358.187500 Penalty: 4339.001953
	Iteration 19Q: 3 clusters Score -725358.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -725458.000000 Penalty: 4339.001953
	Iteration 20F: 3 clusters Score -725458 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -725550.062500 Penalty: 4339.001953
	Iteration 21Q: 3 clusters Score -725550.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -725642.937500 Penalty: 4339.001953
	Iteration 22Q: 3 clusters Score -725642.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -725717.937500 Penalty: 4339.001953
	Iteration 23Q: 3 clusters Score -725717.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -725767.937500 Penalty: 4339.001953
	Iteration 24Q: 3 clusters Score -725767.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -725808.500000 Penalty: 4339.001953
	Iteration 25Q: 3 clusters Score -725808.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -725842.062500 Penalty: 4339.001953
	Iteration 26Q: 3 clusters Score -725842.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -725888.125000 Penalty: 4339.001953
	Iteration 27Q: 3 clusters Score -725888.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -725941.000000 Penalty: 4339.001953
	Iteration 28Q: 3 clusters Score -725941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -725970.375000 Penalty: 4339.001953
	Iteration 29Q: 3 clusters Score -725970.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -725992.437500 Penalty: 4339.001953
	Iteration 30Q: 3 clusters Score -725992.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -726012.875000 Penalty: 4339.001953
	Iteration 31Q: 3 clusters Score -726012.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -726024.875000 Penalty: 4339.001953
	Iteration 32Q: 3 clusters Score -726024.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -726036.375000 Penalty: 4339.001953
	Iteration 33Q: 3 clusters Score -726036.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -726046.937500 Penalty: 4339.001953
	Iteration 34Q: 3 clusters Score -726046.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -726052.125000 Penalty: 4339.001953
	Iteration 35Q: 3 clusters Score -726052.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -726056.687500 Penalty: 4339.001953
	Iteration 36Q: 3 clusters Score -726056.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -726060.875000 Penalty: 4339.001953
	Iteration 37Q: 3 clusters Score -726060.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -726060.625000 Penalty: 4339.001953
	Iteration 38Q: 3 clusters Score -726060.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -726065.125000 Penalty: 4339.001953
	Iteration 39Q: 3 clusters Score -726065.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -726067.937500 Penalty: 4339.001953
	Iteration 40F: 3 clusters Score -726067.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -726069.562500 Penalty: 4339.001953
	Iteration 41Q: 3 clusters Score -726069.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -726071.875000 Penalty: 4339.001953
	Iteration 42Q: 3 clusters Score -726071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -726074.187500 Penalty: 4339.001953
	Iteration 43Q: 3 clusters Score -726074.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -726077.187500 Penalty: 4339.001953
	Iteration 44Q: 3 clusters Score -726077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -726078.000000 Penalty: 4339.001953
	Iteration 45Q: 3 clusters Score -726078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -726078.187500 Penalty: 4339.001953
	Iteration 46Q: 3 clusters Score -726078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -726080.437500 Penalty: 4339.001953
	Iteration 47Q: 3 clusters Score -726080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -726080.375000 Penalty: 4339.001953
	Iteration 48Q: 3 clusters Score -726080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -726080.625000 Penalty: 4339.001953
	Iteration 49Q: 3 clusters Score -726080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -726081.625000 Penalty: 4339.001953
	Iteration 50Q: 3 clusters Score -726081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -726081.625000 Penalty: 4339.001953
	Iteration 51F: 3 clusters Score -726081.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -264742.187500 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -264742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -261786.671875 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -261786.7 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -262547.781250 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -262547.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -262814.000000 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -262814 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -262947.625000 Penalty: 3902.464111
	Iteration 3F: 3 clusters Score -262947.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -263044.187500 Penalty: 3902.464111
	Iteration 4Q: 3 clusters Score -263044.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -263110.156250 Penalty: 3902.464111
	Iteration 5Q: 3 clusters Score -263110.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -263146.343750 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -263146.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -263185.312500 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -263185.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -263223.718750 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -263223.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -263255.843750 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -263255.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -263287.218750 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -263287.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -263309.406250 Penalty: 3902.464111
	Iteration 11Q: 3 clusters Score -263309.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -263331.250000 Penalty: 3902.464111
	Iteration 12Q: 3 clusters Score -263331.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -263346.968750 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -263347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -263357.125000 Penalty: 3902.464111
	Iteration 14Q: 3 clusters Score -263357.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -263363.156250 Penalty: 3902.464111
	Iteration 15Q: 3 clusters Score -263363.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -263368.718750 Penalty: 3902.464111
	Iteration 16Q: 3 clusters Score -263368.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -263373.062500 Penalty: 3902.464111
	Iteration 17Q: 3 clusters Score -263373.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -263377.656250 Penalty: 3902.464111
	Iteration 18Q: 3 clusters Score -263377.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -263382.531250 Penalty: 3902.464111
	Iteration 19Q: 3 clusters Score -263382.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -263386.875000 Penalty: 3902.464111
	Iteration 20F: 3 clusters Score -263386.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -263391.000000 Penalty: 3902.464111
	Iteration 21Q: 3 clusters Score -263391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -263395.656250 Penalty: 3902.464111
	Iteration 22Q: 3 clusters Score -263395.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -263400.406250 Penalty: 3902.464111
	Iteration 23Q: 3 clusters Score -263400.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -263406.750000 Penalty: 3902.464111
	Iteration 24Q: 3 clusters Score -263406.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -263412.218750 Penalty: 3902.464111
	Iteration 25Q: 3 clusters Score -263412.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -263417.093750 Penalty: 3902.464111
	Iteration 26Q: 3 clusters Score -263417.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -263420.968750 Penalty: 3902.464111
	Iteration 27Q: 3 clusters Score -263421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -263422.031250 Penalty: 3902.464111
	Iteration 28Q: 3 clusters Score -263422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -263423.656250 Penalty: 3902.464111
	Iteration 29Q: 3 clusters Score -263423.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -263424.500000 Penalty: 3902.464111
	Iteration 30Q: 3 clusters Score -263424.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -263424.875000 Penalty: 3902.464111
	Iteration 31Q: 3 clusters Score -263424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -263424.875000 Penalty: 3902.464111
	Iteration 32F: 3 clusters Score -263424.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Entering Unmasked Estep 
Score: -3946871.500000 Penalty: 2576.707275
	Iteration 0F: 2 clusters Score -3946872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3924691.000000 Penalty: 5153.414551
	Iteration 0F: 3 clusters Score -3924691 nChanged 14664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3932879.750000 Penalty: 5153.414551
	Iteration 1F: 3 clusters Score -3932880 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3933803.000000 Penalty: 5153.414551
	Iteration 2F: 3 clusters Score -3933803 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -3935177.250000 Penalty: 5153.414551
	Iteration 3F: 3 clusters Score -3935177 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3937147.500000 Penalty: 5153.414551
	Iteration 4F: 3 clusters Score -3937148 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3939380.250000 Penalty: 5153.414551
	Iteration 5F: 3 clusters Score -3939380 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3940986.250000 Penalty: 5153.414551
	Iteration 6F: 3 clusters Score -3940986 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3942083.750000 Penalty: 5153.414551
	Iteration 7F: 3 clusters Score -3942084 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3942913.250000 Penalty: 5153.414551
	Iteration 8Q: 3 clusters Score -3942913 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3943693.500000 Penalty: 5153.414551
	Iteration 9Q: 3 clusters Score -3943694 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3944419.250000 Penalty: 5153.414551
	Iteration 10Q: 3 clusters Score -3944419 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3945117.000000 Penalty: 5153.414551
	Iteration 11Q: 3 clusters Score -3945117 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3945679.250000 Penalty: 5153.414551
	Iteration 12Q: 3 clusters Score -3945679 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3946159.750000 Penalty: 5153.414551
	Iteration 13Q: 3 clusters Score -3946160 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3946447.000000 Penalty: 5153.414551
	Iteration 14Q: 3 clusters Score -3946447 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3946607.250000 Penalty: 5153.414551
	Iteration 15Q: 3 clusters Score -3946607 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3946709.500000 Penalty: 5153.414551
	Iteration 16Q: 3 clusters Score -3946710 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3946768.250000 Penalty: 5153.414551
	Iteration 17Q: 3 clusters Score -3946768 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3946799.250000 Penalty: 5153.414551
	Iteration 18Q: 3 clusters Score -3946799 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3946823.750000 Penalty: 5153.414551
	Iteration 19Q: 3 clusters Score -3946824 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3946835.500000 Penalty: 5153.414551
	Iteration 20F: 3 clusters Score -3946836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3946845.500000 Penalty: 5153.414551
	Iteration 21Q: 3 clusters Score -3946846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3946853.750000 Penalty: 5153.414551
	Iteration 22Q: 3 clusters Score -3946854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3946860.500000 Penalty: 5153.414551
	Iteration 23Q: 3 clusters Score -3946860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3946874.750000 Penalty: 5153.414551
	Iteration 24Q: 3 clusters Score -3946875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3946880.000000 Penalty: 5153.414551
	Iteration 25Q: 3 clusters Score -3946880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3946883.750000 Penalty: 5153.414551
	Iteration 26Q: 3 clusters Score -3946884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3946891.750000 Penalty: 5153.414551
	Iteration 27Q: 3 clusters Score -3946892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3946891.500000 Penalty: 5153.414551
	Iteration 28Q: 3 clusters Score -3946892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3946887.000000 Penalty: 5153.414551
	Iteration 29Q: 3 clusters Score -3946887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3946892.250000 Penalty: 5153.414551
	Iteration 30Q: 3 clusters Score -3946892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3946901.500000 Penalty: 5153.414551
	Iteration 31Q: 3 clusters Score -3946902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3946900.500000 Penalty: 5153.414551
	Iteration 32Q: 3 clusters Score -3946900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3946903.750000 Penalty: 5153.414551
	Iteration 33Q: 3 clusters Score -3946904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3946902.750000 Penalty: 5153.414551
	Iteration 34Q: 3 clusters Score -3946903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3946908.750000 Penalty: 5153.414551
	Iteration 35Q: 3 clusters Score -3946909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3946911.500000 Penalty: 5153.414551
	Iteration 36Q: 3 clusters Score -3946912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3946915.500000 Penalty: 5153.414551
	Iteration 37Q: 3 clusters Score -3946916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3946920.250000 Penalty: 5153.414551
	Iteration 38Q: 3 clusters Score -3946920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3946913.250000 Penalty: 5153.414551
	Iteration 39Q: 3 clusters Score -3946913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3946913.500000 Penalty: 5153.414551
	Iteration 40F: 3 clusters Score -3946914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3946913.750000 Penalty: 5153.414551
	Iteration 41Q: 3 clusters Score -3946914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3946917.000000 Penalty: 5153.414551
	Iteration 42Q: 3 clusters Score -3946917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3946914.250000 Penalty: 5153.414551
	Iteration 43Q: 3 clusters Score -3946914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3946917.000000 Penalty: 5153.414551
	Iteration 44Q: 3 clusters Score -3946917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3946917.250000 Penalty: 5153.414551
	Iteration 45Q: 3 clusters Score -3946917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3946920.500000 Penalty: 5153.414551
	Iteration 46Q: 3 clusters Score -3946920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3946917.250000 Penalty: 5153.414551
	Iteration 47Q: 3 clusters Score -3946917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3946917.250000 Penalty: 5153.414551
	Iteration 48Q: 3 clusters Score -3946917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3946917.250000 Penalty: 5153.414551
	Iteration 49F: 3 clusters Score -3946917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 29673 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 2858 members 
Entering Unmasked Estep 
Score: -154542384.000000 Penalty: 293480.187500
Splitting cluster 7 changes total score from -154543520.000000 to -154542384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (136497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136497 members 
Entering Unmasked Estep 
Score: -16564025.000000 Penalty: 2932.366211
	Iteration 0F: 2 clusters Score -1.656402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -16473040.000000 Penalty: 5864.732422
	Iteration 0F: 3 clusters Score -1.647304e+07 nChanged 65336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -16510841.000000 Penalty: 5864.732422
	Iteration 1F: 3 clusters Score -1.651084e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 75417 members 
Entering Unmasked Estep 
Score: -16512052.000000 Penalty: 5864.732422
	Iteration 2Q: 3 clusters Score -1.651205e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -16513810.000000 Penalty: 5864.732422
	Iteration 3Q: 3 clusters Score -1.651381e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 85120 members 
Entering Unmasked Estep 
Score: -16516876.000000 Penalty: 5864.732422
	Iteration 4Q: 3 clusters Score -1.651688e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 93696 members 
Entering Unmasked Estep 
Score: -16522435.000000 Penalty: 5864.732422
	Iteration 5F: 3 clusters Score -1.652244e+07 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -16531962.000000 Penalty: 5864.732422
	Iteration 6F: 3 clusters Score -1.653196e+07 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 117864 members 
Entering Unmasked Estep 
Score: -16544233.000000 Penalty: 5864.732422
	Iteration 7F: 3 clusters Score -1.654423e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 128072 members 
Entering Unmasked Estep 
Score: -16554535.000000 Penalty: 5864.732422
	Iteration 8F: 3 clusters Score -1.655454e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 133201 members 
Entering Unmasked Estep 
Score: -16559625.000000 Penalty: 5864.732422
	Iteration 9Q: 3 clusters Score -1.655962e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 134881 members 
Entering Unmasked Estep 
Score: -16561564.000000 Penalty: 5864.732422
	Iteration 10Q: 3 clusters Score -1.656156e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 135300 members 
Entering Unmasked Estep 
Score: -16562301.000000 Penalty: 5864.732422
	Iteration 11Q: 3 clusters Score -1.65623e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 135383 members 
Entering Unmasked Estep 
Score: -16562612.000000 Penalty: 5864.732422
	Iteration 12Q: 3 clusters Score -1.656261e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 135393 members 
Entering Unmasked Estep 
Score: -16562729.000000 Penalty: 5864.732422
	Iteration 13Q: 3 clusters Score -1.656273e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 135408 members 
Entering Unmasked Estep 
Score: -16562784.000000 Penalty: 5864.732422
	Iteration 14Q: 3 clusters Score -1.656278e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 135407 members 
Entering Unmasked Estep 
Score: -16562807.000000 Penalty: 5864.732422
	Iteration 15Q: 3 clusters Score -1.656281e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 135403 members 
Entering Unmasked Estep 
Score: -16562814.000000 Penalty: 5864.732422
	Iteration 16Q: 3 clusters Score -1.656281e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 135398 members 
Entering Unmasked Estep 
Score: -16562840.000000 Penalty: 5864.732422
	Iteration 17Q: 3 clusters Score -1.656284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 135394 members 
Entering Unmasked Estep 
Score: -16562833.000000 Penalty: 5864.732422
	Iteration 18Q: 3 clusters Score -1.656283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 135391 members 
Entering Unmasked Estep 
Score: -16562821.000000 Penalty: 5864.732422
	Iteration 19Q: 3 clusters Score -1.656282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 135390 members 
Entering Unmasked Estep 
Score: -16562839.000000 Penalty: 5864.732422
	Iteration 20F: 3 clusters Score -1.656284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 135390 members 
Entering Unmasked Estep 
Score: -16562844.000000 Penalty: 5864.732422
	Iteration 21Q: 3 clusters Score -1.656284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 135389 members 
Entering Unmasked Estep 
Score: -16562852.000000 Penalty: 5864.732422
	Iteration 22Q: 3 clusters Score -1.656285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 135390 members 
Entering Unmasked Estep 
Score: -16562863.000000 Penalty: 5864.732422
	Iteration 23Q: 3 clusters Score -1.656286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 135389 members 
Entering Unmasked Estep 
Score: -16562856.000000 Penalty: 5864.732422
	Iteration 24Q: 3 clusters Score -1.656286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 135389 members 
Entering Unmasked Estep 
Score: -16562849.000000 Penalty: 5864.732422
	Iteration 25Q: 3 clusters Score -1.656285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 135386 members 
Entering Unmasked Estep 
Score: -16562843.000000 Penalty: 5864.732422
	Iteration 26Q: 3 clusters Score -1.656284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 135386 members 
Entering Unmasked Estep 
Score: -16562843.000000 Penalty: 5864.732422
	Iteration 27F: 3 clusters Score -1.656284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -88249.546875 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -88249.55 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 269 members 
Entering Unmasked Estep 
Score: -86827.328125 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -86827.33 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -87170.726562 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -87170.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -87385.781250 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -87385.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -87617.117188 Penalty: 3141.306641
	Iteration 3F: 3 clusters Score -87617.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -87673.421875 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -87673.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -87721.328125 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -87721.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -87755.273438 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -87755.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -87758.406250 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -87758.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -87755.429688 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -87755.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -87774.734375 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -87774.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -87783.812500 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -87783.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -87783.812500 Penalty: 3141.306641
	Iteration 11F: 3 clusters Score -87783.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Entering Unmasked Estep 
Score: -1336150.750000 Penalty: 2309.217529
	Iteration 0F: 2 clusters Score -1336151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1327699.750000 Penalty: 4618.435059
	Iteration 0F: 3 clusters Score -1327700 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1330183.000000 Penalty: 4618.435059
	Iteration 1F: 3 clusters Score -1330183 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1330590.000000 Penalty: 4618.435059
	Iteration 2F: 3 clusters Score -1330590 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1330922.500000 Penalty: 4618.435059
	Iteration 3F: 3 clusters Score -1330922 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1331270.375000 Penalty: 4618.435059
	Iteration 4F: 3 clusters Score -1331270 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1331663.250000 Penalty: 4618.435059
	Iteration 5Q: 3 clusters Score -1331663 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1332089.000000 Penalty: 4618.435059
	Iteration 6F: 3 clusters Score -1332089 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1332548.750000 Penalty: 4618.435059
	Iteration 7F: 3 clusters Score -1332549 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1332993.375000 Penalty: 4618.435059
	Iteration 8F: 3 clusters Score -1332993 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1333359.375000 Penalty: 4618.435059
	Iteration 9Q: 3 clusters Score -1333359 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1333674.750000 Penalty: 4618.435059
	Iteration 10Q: 3 clusters Score -1333675 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1333940.250000 Penalty: 4618.435059
	Iteration 11Q: 3 clusters Score -1333940 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1334140.625000 Penalty: 4618.435059
	Iteration 12Q: 3 clusters Score -1334141 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1334319.375000 Penalty: 4618.435059
	Iteration 13Q: 3 clusters Score -1334319 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1334461.875000 Penalty: 4618.435059
	Iteration 14Q: 3 clusters Score -1334462 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1334571.375000 Penalty: 4618.435059
	Iteration 15Q: 3 clusters Score -1334571 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1334651.875000 Penalty: 4618.435059
	Iteration 16Q: 3 clusters Score -1334652 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1334709.750000 Penalty: 4618.435059
	Iteration 17Q: 3 clusters Score -1334710 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1334747.500000 Penalty: 4618.435059
	Iteration 18Q: 3 clusters Score -1334748 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1334786.375000 Penalty: 4618.435059
	Iteration 19Q: 3 clusters Score -1334786 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1334817.625000 Penalty: 4618.435059
	Iteration 20F: 3 clusters Score -1334818 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1334852.625000 Penalty: 4618.435059
	Iteration 21Q: 3 clusters Score -1334853 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1334882.875000 Penalty: 4618.435059
	Iteration 22Q: 3 clusters Score -1334883 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1334905.625000 Penalty: 4618.435059
	Iteration 23Q: 3 clusters Score -1334906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1334930.375000 Penalty: 4618.435059
	Iteration 24Q: 3 clusters Score -1334930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1334949.875000 Penalty: 4618.435059
	Iteration 25Q: 3 clusters Score -1334950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1334961.625000 Penalty: 4618.435059
	Iteration 26Q: 3 clusters Score -1334962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1334973.500000 Penalty: 4618.435059
	Iteration 27Q: 3 clusters Score -1334974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1334988.875000 Penalty: 4618.435059
	Iteration 28Q: 3 clusters Score -1334989 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1335007.625000 Penalty: 4618.435059
	Iteration 29Q: 3 clusters Score -1335008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1335019.250000 Penalty: 4618.435059
	Iteration 30Q: 3 clusters Score -1335019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1335041.500000 Penalty: 4618.435059
	Iteration 31Q: 3 clusters Score -1335042 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1335059.500000 Penalty: 4618.435059
	Iteration 32Q: 3 clusters Score -1335060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1335072.125000 Penalty: 4618.435059
	Iteration 33Q: 3 clusters Score -1335072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1335078.250000 Penalty: 4618.435059
	Iteration 34Q: 3 clusters Score -1335078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1335086.375000 Penalty: 4618.435059
	Iteration 35Q: 3 clusters Score -1335086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1335098.250000 Penalty: 4618.435059
	Iteration 36Q: 3 clusters Score -1335098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1335110.125000 Penalty: 4618.435059
	Iteration 37Q: 3 clusters Score -1335110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1335115.500000 Penalty: 4618.435059
	Iteration 38Q: 3 clusters Score -1335116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1335121.250000 Penalty: 4618.435059
	Iteration 39Q: 3 clusters Score -1335121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1335126.500000 Penalty: 4618.435059
	Iteration 40F: 3 clusters Score -1335126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1335131.250000 Penalty: 4618.435059
	Iteration 41Q: 3 clusters Score -1335131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1335136.500000 Penalty: 4618.435059
	Iteration 42Q: 3 clusters Score -1335136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1335144.500000 Penalty: 4618.435059
	Iteration 43Q: 3 clusters Score -1335144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1335153.875000 Penalty: 4618.435059
	Iteration 44Q: 3 clusters Score -1335154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1335156.500000 Penalty: 4618.435059
	Iteration 45Q: 3 clusters Score -1335156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1335165.000000 Penalty: 4618.435059
	Iteration 46Q: 3 clusters Score -1335165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1335172.625000 Penalty: 4618.435059
	Iteration 47Q: 3 clusters Score -1335173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1335179.875000 Penalty: 4618.435059
	Iteration 48Q: 3 clusters Score -1335180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1335182.250000 Penalty: 4618.435059
	Iteration 49Q: 3 clusters Score -1335182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1335189.750000 Penalty: 4618.435059
	Iteration 50Q: 3 clusters Score -1335190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1335198.875000 Penalty: 4618.435059
	Iteration 51Q: 3 clusters Score -1335199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1335202.000000 Penalty: 4618.435059
	Iteration 52Q: 3 clusters Score -1335202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1335214.625000 Penalty: 4618.435059
	Iteration 53Q: 3 clusters Score -1335215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1335222.000000 Penalty: 4618.435059
	Iteration 54Q: 3 clusters Score -1335222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1335228.500000 Penalty: 4618.435059
	Iteration 55Q: 3 clusters Score -1335228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1335238.500000 Penalty: 4618.435059
	Iteration 56Q: 3 clusters Score -1335238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1335243.875000 Penalty: 4618.435059
	Iteration 57Q: 3 clusters Score -1335244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1335252.250000 Penalty: 4618.435059
	Iteration 58Q: 3 clusters Score -1335252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1335259.250000 Penalty: 4618.435059
	Iteration 59Q: 3 clusters Score -1335259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1335260.625000 Penalty: 4618.435059
	Iteration 60F: 3 clusters Score -1335261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1335261.000000 Penalty: 4618.435059
	Iteration 61Q: 3 clusters Score -1335261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1335262.625000 Penalty: 4618.435059
	Iteration 62Q: 3 clusters Score -1335263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1335269.375000 Penalty: 4618.435059
	Iteration 63Q: 3 clusters Score -1335269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1335278.250000 Penalty: 4618.435059
	Iteration 64Q: 3 clusters Score -1335278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1335286.125000 Penalty: 4618.435059
	Iteration 65Q: 3 clusters Score -1335286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1335291.625000 Penalty: 4618.435059
	Iteration 66Q: 3 clusters Score -1335292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1335295.000000 Penalty: 4618.435059
	Iteration 67Q: 3 clusters Score -1335295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1335296.250000 Penalty: 4618.435059
	Iteration 68Q: 3 clusters Score -1335296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1335298.125000 Penalty: 4618.435059
	Iteration 69Q: 3 clusters Score -1335298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1335296.000000 Penalty: 4618.435059
	Iteration 70Q: 3 clusters Score -1335296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1335296.000000 Penalty: 4618.435059
	Iteration 71Q: 3 clusters Score -1335296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1335300.500000 Penalty: 4618.435059
	Iteration 72Q: 3 clusters Score -1335300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1335302.125000 Penalty: 4618.435059
	Iteration 73Q: 3 clusters Score -1335302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1335303.000000 Penalty: 4618.435059
	Iteration 74Q: 3 clusters Score -1335303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1335302.125000 Penalty: 4618.435059
	Iteration 75Q: 3 clusters Score -1335302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1335305.250000 Penalty: 4618.435059
	Iteration 76Q: 3 clusters Score -1335305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1335304.125000 Penalty: 4618.435059
	Iteration 77Q: 3 clusters Score -1335304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1335308.500000 Penalty: 4618.435059
	Iteration 78Q: 3 clusters Score -1335308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1335308.250000 Penalty: 4618.435059
	Iteration 79Q: 3 clusters Score -1335308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1335310.125000 Penalty: 4618.435059
	Iteration 80F: 3 clusters Score -1335310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -1036194.937500 Penalty: 2247.652832
	Iteration 0F: 2 clusters Score -1036195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1029320.375000 Penalty: 4495.305664
	Iteration 0F: 3 clusters Score -1029320 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1031292.125000 Penalty: 4495.305664
	Iteration 1F: 3 clusters Score -1031292 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1031636.937500 Penalty: 4495.305664
	Iteration 2F: 3 clusters Score -1031637 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1031930.625000 Penalty: 4495.305664
	Iteration 3F: 3 clusters Score -1031931 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1032261.500000 Penalty: 4495.305664
	Iteration 4F: 3 clusters Score -1032262 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1032637.750000 Penalty: 4495.305664
	Iteration 5F: 3 clusters Score -1032638 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1033024.375000 Penalty: 4495.305664
	Iteration 6F: 3 clusters Score -1033024 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1033420.375000 Penalty: 4495.305664
	Iteration 7F: 3 clusters Score -1033420 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1033750.187500 Penalty: 4495.305664
	Iteration 8F: 3 clusters Score -1033750 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1034000.562500 Penalty: 4495.305664
	Iteration 9Q: 3 clusters Score -1034001 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1034171.000000 Penalty: 4495.305664
	Iteration 10Q: 3 clusters Score -1034171 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1034263.312500 Penalty: 4495.305664
	Iteration 11Q: 3 clusters Score -1034263 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1034322.000000 Penalty: 4495.305664
	Iteration 12Q: 3 clusters Score -1034322 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1034360.875000 Penalty: 4495.305664
	Iteration 13Q: 3 clusters Score -1034361 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1034379.437500 Penalty: 4495.305664
	Iteration 14Q: 3 clusters Score -1034379 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1034391.750000 Penalty: 4495.305664
	Iteration 15Q: 3 clusters Score -1034392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1034403.937500 Penalty: 4495.305664
	Iteration 16Q: 3 clusters Score -1034404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1034413.875000 Penalty: 4495.305664
	Iteration 17Q: 3 clusters Score -1034414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1034420.625000 Penalty: 4495.305664
	Iteration 18Q: 3 clusters Score -1034421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1034431.000000 Penalty: 4495.305664
	Iteration 19Q: 3 clusters Score -1034431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1034433.875000 Penalty: 4495.305664
	Iteration 20F: 3 clusters Score -1034434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1034435.062500 Penalty: 4495.305664
	Iteration 21Q: 3 clusters Score -1034435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1034436.250000 Penalty: 4495.305664
	Iteration 22Q: 3 clusters Score -1034436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1034442.750000 Penalty: 4495.305664
	Iteration 23Q: 3 clusters Score -1034443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1034445.437500 Penalty: 4495.305664
	Iteration 24Q: 3 clusters Score -1034445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1034450.750000 Penalty: 4495.305664
	Iteration 25Q: 3 clusters Score -1034451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1034451.375000 Penalty: 4495.305664
	Iteration 26Q: 3 clusters Score -1034451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1034452.437500 Penalty: 4495.305664
	Iteration 27Q: 3 clusters Score -1034452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1034453.125000 Penalty: 4495.305664
	Iteration 28Q: 3 clusters Score -1034453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1034453.875000 Penalty: 4495.305664
	Iteration 29Q: 3 clusters Score -1034454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1034455.250000 Penalty: 4495.305664
	Iteration 30Q: 3 clusters Score -1034455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1034457.500000 Penalty: 4495.305664
	Iteration 31Q: 3 clusters Score -1034458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1034461.125000 Penalty: 4495.305664
	Iteration 32Q: 3 clusters Score -1034461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1034461.625000 Penalty: 4495.305664
	Iteration 33Q: 3 clusters Score -1034462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1034460.187500 Penalty: 4495.305664
	Iteration 34Q: 3 clusters Score -1034460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1034460.312500 Penalty: 4495.305664
	Iteration 35Q: 3 clusters Score -1034460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1034460.562500 Penalty: 4495.305664
	Iteration 36Q: 3 clusters Score -1034461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1034460.937500 Penalty: 4495.305664
	Iteration 37Q: 3 clusters Score -1034461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1034462.312500 Penalty: 4495.305664
	Iteration 38Q: 3 clusters Score -1034462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1034461.937500 Penalty: 4495.305664
	Iteration 39Q: 3 clusters Score -1034462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1034461.937500 Penalty: 4495.305664
	Iteration 40F: 3 clusters Score -1034462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Entering Unmasked Estep 
Score: -2013192.750000 Penalty: 2403.515137
	Iteration 0F: 2 clusters Score -2013193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2001614.625000 Penalty: 4807.030273
	Iteration 0F: 3 clusters Score -2001615 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2005235.625000 Penalty: 4807.030273
	Iteration 1F: 3 clusters Score -2005236 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2005604.875000 Penalty: 4807.030273
	Iteration 2F: 3 clusters Score -2005605 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2005894.000000 Penalty: 4807.030273
	Iteration 3Q: 3 clusters Score -2005894 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2006167.250000 Penalty: 4807.030273
	Iteration 4Q: 3 clusters Score -2006167 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2006490.750000 Penalty: 4807.030273
	Iteration 5Q: 3 clusters Score -2006491 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2006924.750000 Penalty: 4807.030273
	Iteration 6Q: 3 clusters Score -2006925 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2007545.125000 Penalty: 4807.030273
	Iteration 7F: 3 clusters Score -2007545 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2008293.875000 Penalty: 4807.030273
	Iteration 8F: 3 clusters Score -2008294 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2009035.125000 Penalty: 4807.030273
	Iteration 9F: 3 clusters Score -2009035 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2009638.000000 Penalty: 4807.030273
	Iteration 10F: 3 clusters Score -2009638 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2010074.875000 Penalty: 4807.030273
	Iteration 11Q: 3 clusters Score -2010075 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2010380.875000 Penalty: 4807.030273
	Iteration 12Q: 3 clusters Score -2010381 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2010591.750000 Penalty: 4807.030273
	Iteration 13Q: 3 clusters Score -2010592 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2010766.500000 Penalty: 4807.030273
	Iteration 14Q: 3 clusters Score -2010766 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2010878.000000 Penalty: 4807.030273
	Iteration 15Q: 3 clusters Score -2010878 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2010953.875000 Penalty: 4807.030273
	Iteration 16Q: 3 clusters Score -2010954 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2011028.750000 Penalty: 4807.030273
	Iteration 17Q: 3 clusters Score -2011029 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2011076.500000 Penalty: 4807.030273
	Iteration 18Q: 3 clusters Score -2011076 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2011116.875000 Penalty: 4807.030273
	Iteration 19Q: 3 clusters Score -2011117 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2011155.500000 Penalty: 4807.030273
	Iteration 20F: 3 clusters Score -2011156 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2011182.500000 Penalty: 4807.030273
	Iteration 21Q: 3 clusters Score -2011182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2011199.125000 Penalty: 4807.030273
	Iteration 22Q: 3 clusters Score -2011199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2011211.875000 Penalty: 4807.030273
	Iteration 23Q: 3 clusters Score -2011212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2011226.750000 Penalty: 4807.030273
	Iteration 24Q: 3 clusters Score -2011227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2011228.750000 Penalty: 4807.030273
	Iteration 25Q: 3 clusters Score -2011229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2011233.625000 Penalty: 4807.030273
	Iteration 26Q: 3 clusters Score -2011234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2011237.625000 Penalty: 4807.030273
	Iteration 27Q: 3 clusters Score -2011238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2011236.375000 Penalty: 4807.030273
	Iteration 28Q: 3 clusters Score -2011236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2011241.500000 Penalty: 4807.030273
	Iteration 29Q: 3 clusters Score -2011242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2011244.125000 Penalty: 4807.030273
	Iteration 30Q: 3 clusters Score -2011244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2011246.125000 Penalty: 4807.030273
	Iteration 31Q: 3 clusters Score -2011246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2011243.875000 Penalty: 4807.030273
	Iteration 32Q: 3 clusters Score -2011244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2011245.125000 Penalty: 4807.030273
	Iteration 33Q: 3 clusters Score -2011245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2011244.750000 Penalty: 4807.030273
	Iteration 34Q: 3 clusters Score -2011245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2011248.000000 Penalty: 4807.030273
	Iteration 35Q: 3 clusters Score -2011248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2011248.000000 Penalty: 4807.030273
	Iteration 36F: 3 clusters Score -2011248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Entering Unmasked Estep 
Score: -1986616.125000 Penalty: 2398.405029
	Iteration 0F: 2 clusters Score -1986616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1975171.625000 Penalty: 4796.810059
	Iteration 0F: 3 clusters Score -1975172 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1978735.375000 Penalty: 4796.810059
	Iteration 1F: 3 clusters Score -1978735 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1979085.000000 Penalty: 4796.810059
	Iteration 2F: 3 clusters Score -1979085 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1979355.125000 Penalty: 4796.810059
	Iteration 3Q: 3 clusters Score -1979355 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1979584.125000 Penalty: 4796.810059
	Iteration 4Q: 3 clusters Score -1979584 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1979812.375000 Penalty: 4796.810059
	Iteration 5Q: 3 clusters Score -1979812 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1980060.875000 Penalty: 4796.810059
	Iteration 6Q: 3 clusters Score -1980061 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1980347.500000 Penalty: 4796.810059
	Iteration 7Q: 3 clusters Score -1980348 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1980699.875000 Penalty: 4796.810059
	Iteration 8Q: 3 clusters Score -1980700 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1981149.625000 Penalty: 4796.810059
	Iteration 9Q: 3 clusters Score -1981150 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1981704.000000 Penalty: 4796.810059
	Iteration 10Q: 3 clusters Score -1981704 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1982279.625000 Penalty: 4796.810059
	Iteration 11Q: 3 clusters Score -1982280 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1982809.375000 Penalty: 4796.810059
	Iteration 12Q: 3 clusters Score -1982809 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1983236.875000 Penalty: 4796.810059
	Iteration 13Q: 3 clusters Score -1983237 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1983578.375000 Penalty: 4796.810059
	Iteration 14Q: 3 clusters Score -1983578 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1983853.375000 Penalty: 4796.810059
	Iteration 15Q: 3 clusters Score -1983853 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1984031.250000 Penalty: 4796.810059
	Iteration 16Q: 3 clusters Score -1984031 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1984160.625000 Penalty: 4796.810059
	Iteration 17Q: 3 clusters Score -1984161 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1984260.875000 Penalty: 4796.810059
	Iteration 18Q: 3 clusters Score -1984261 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1984344.625000 Penalty: 4796.810059
	Iteration 19Q: 3 clusters Score -1984345 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1984395.250000 Penalty: 4796.810059
	Iteration 20F: 3 clusters Score -1984395 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1984428.250000 Penalty: 4796.810059
	Iteration 21Q: 3 clusters Score -1984428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1984455.125000 Penalty: 4796.810059
	Iteration 22Q: 3 clusters Score -1984455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1984471.250000 Penalty: 4796.810059
	Iteration 23Q: 3 clusters Score -1984471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1984488.750000 Penalty: 4796.810059
	Iteration 24Q: 3 clusters Score -1984489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1984497.125000 Penalty: 4796.810059
	Iteration 25Q: 3 clusters Score -1984497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1984510.375000 Penalty: 4796.810059
	Iteration 26Q: 3 clusters Score -1984510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1984525.250000 Penalty: 4796.810059
	Iteration 27Q: 3 clusters Score -1984525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1984531.375000 Penalty: 4796.810059
	Iteration 28Q: 3 clusters Score -1984531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1984535.875000 Penalty: 4796.810059
	Iteration 29Q: 3 clusters Score -1984536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1984539.750000 Penalty: 4796.810059
	Iteration 30Q: 3 clusters Score -1984540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1984546.625000 Penalty: 4796.810059
	Iteration 31Q: 3 clusters Score -1984547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1984554.375000 Penalty: 4796.810059
	Iteration 32Q: 3 clusters Score -1984554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1984559.125000 Penalty: 4796.810059
	Iteration 33Q: 3 clusters Score -1984559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1984565.625000 Penalty: 4796.810059
	Iteration 34Q: 3 clusters Score -1984566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1984570.625000 Penalty: 4796.810059
	Iteration 35Q: 3 clusters Score -1984571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1984578.500000 Penalty: 4796.810059
	Iteration 36Q: 3 clusters Score -1984578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1984581.375000 Penalty: 4796.810059
	Iteration 37Q: 3 clusters Score -1984581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1984587.875000 Penalty: 4796.810059
	Iteration 38Q: 3 clusters Score -1984588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1984591.125000 Penalty: 4796.810059
	Iteration 39Q: 3 clusters Score -1984591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1984593.750000 Penalty: 4796.810059
	Iteration 40F: 3 clusters Score -1984594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1984595.375000 Penalty: 4796.810059
	Iteration 41Q: 3 clusters Score -1984595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1984597.625000 Penalty: 4796.810059
	Iteration 42Q: 3 clusters Score -1984598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1984596.875000 Penalty: 4796.810059
	Iteration 43Q: 3 clusters Score -1984597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1984599.625000 Penalty: 4796.810059
	Iteration 44Q: 3 clusters Score -1984600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1984601.250000 Penalty: 4796.810059
	Iteration 45Q: 3 clusters Score -1984601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1984601.250000 Penalty: 4796.810059
	Iteration 46F: 3 clusters Score -1984601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -459373.281250 Penalty: 2049.817627
	Iteration 0F: 2 clusters Score -459373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -455572.781250 Penalty: 4099.635254
	Iteration 0F: 3 clusters Score -455572.8 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -456399.531250 Penalty: 4099.635254
	Iteration 1F: 3 clusters Score -456399.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -456635.156250 Penalty: 4099.635254
	Iteration 2F: 3 clusters Score -456635.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -456846.468750 Penalty: 4099.635254
	Iteration 3F: 3 clusters Score -456846.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -457134.031250 Penalty: 4099.635254
	Iteration 4F: 3 clusters Score -457134 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -457436.343750 Penalty: 4099.635254
	Iteration 5F: 3 clusters Score -457436.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -457753.093750 Penalty: 4099.635254
	Iteration 6F: 3 clusters Score -457753.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -458043.843750 Penalty: 4099.635254
	Iteration 7F: 3 clusters Score -458043.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -458308.750000 Penalty: 4099.635254
	Iteration 8Q: 3 clusters Score -458308.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -458520.968750 Penalty: 4099.635254
	Iteration 9Q: 3 clusters Score -458521 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -458616.406250 Penalty: 4099.635254
	Iteration 10Q: 3 clusters Score -458616.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -458669.562500 Penalty: 4099.635254
	Iteration 11Q: 3 clusters Score -458669.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -458703.718750 Penalty: 4099.635254
	Iteration 12Q: 3 clusters Score -458703.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -458718.843750 Penalty: 4099.635254
	Iteration 13Q: 3 clusters Score -458718.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -458727.468750 Penalty: 4099.635254
	Iteration 14Q: 3 clusters Score -458727.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -458736.437500 Penalty: 4099.635254
	Iteration 15Q: 3 clusters Score -458736.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -458740.531250 Penalty: 4099.635254
	Iteration 16Q: 3 clusters Score -458740.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -458743.250000 Penalty: 4099.635254
	Iteration 17Q: 3 clusters Score -458743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -458744.968750 Penalty: 4099.635254
	Iteration 18Q: 3 clusters Score -458745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -458746.843750 Penalty: 4099.635254
	Iteration 19Q: 3 clusters Score -458746.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -458755.250000 Penalty: 4099.635254
	Iteration 20F: 3 clusters Score -458755.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -458772.250000 Penalty: 4099.635254
	Iteration 21Q: 3 clusters Score -458772.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -458785.781250 Penalty: 4099.635254
	Iteration 22Q: 3 clusters Score -458785.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -458794.125000 Penalty: 4099.635254
	Iteration 23Q: 3 clusters Score -458794.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -458802.031250 Penalty: 4099.635254
	Iteration 24Q: 3 clusters Score -458802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -458810.187500 Penalty: 4099.635254
	Iteration 25Q: 3 clusters Score -458810.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -458815.000000 Penalty: 4099.635254
	Iteration 26Q: 3 clusters Score -458815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -458817.718750 Penalty: 4099.635254
	Iteration 27Q: 3 clusters Score -458817.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -458821.781250 Penalty: 4099.635254
	Iteration 28Q: 3 clusters Score -458821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -458823.343750 Penalty: 4099.635254
	Iteration 29Q: 3 clusters Score -458823.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -458823.468750 Penalty: 4099.635254
	Iteration 30Q: 3 clusters Score -458823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -458824.218750 Penalty: 4099.635254
	Iteration 31Q: 3 clusters Score -458824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -458823.718750 Penalty: 4099.635254
	Iteration 32Q: 3 clusters Score -458823.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -458825.250000 Penalty: 4099.635254
	Iteration 33Q: 3 clusters Score -458825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -458825.843750 Penalty: 4099.635254
	Iteration 34Q: 3 clusters Score -458825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -458825.843750 Penalty: 4099.635254
	Iteration 35F: 3 clusters Score -458825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -631409.062500 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -631409.1 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 2635 members 
Entering Unmasked Estep 
Score: -626695.750000 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -626695.8 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -627929.812500 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -627929.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -628279.500000 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -628279.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -628616.437500 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -628616.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -628985.687500 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -628985.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -629372.375000 Penalty: 4260.675781
	Iteration 5F: 3 clusters Score -629372.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -629674.000000 Penalty: 4260.675781
	Iteration 6F: 3 clusters Score -629674 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -629866.062500 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -629866.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -629989.375000 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -629989.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -630068.312500 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -630068.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -630121.062500 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -630121.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -630147.687500 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -630147.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -630160.937500 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -630160.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -630167.437500 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -630167.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -630170.750000 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -630170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -630171.562500 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -630171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -630172.750000 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -630172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -630171.937500 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -630171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -630174.250000 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -630174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -630175.125000 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -630175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -630175.125000 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -630175.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24614.433594 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -24614.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23522.197266 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -23522.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23582.687500 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -23582.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23599.083984 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -23599.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23606.832031 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -23606.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23611.939453 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -23611.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23619.447266 Penalty: 2697.287354
	Iteration 5Q: 3 clusters Score -23619.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23626.587891 Penalty: 2697.287354
	Iteration 6Q: 3 clusters Score -23626.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23634.615234 Penalty: 2697.287354
	Iteration 7Q: 3 clusters Score -23634.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23634.615234 Penalty: 2697.287354
	Iteration 8F: 3 clusters Score -23634.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -667653.125000 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -667653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -662933.687500 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -662933.7 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -664269.187500 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -664269.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -664707.312500 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -664707.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -665114.750000 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -665114.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -665485.062500 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -665485.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -665759.125000 Penalty: 4260.675781
	Iteration 5F: 3 clusters Score -665759.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -665963.812500 Penalty: 4260.675781
	Iteration 6Q: 3 clusters Score -665963.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -666106.437500 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -666106.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -666192.562500 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -666192.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -666250.750000 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -666250.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -666293.062500 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -666293.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -666322.750000 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -666322.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -666351.437500 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -666351.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -666370.500000 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -666370.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -666388.000000 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -666388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -666408.062500 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -666408.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -666425.000000 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -666425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -666442.937500 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -666442.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -666455.937500 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -666455.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -666468.937500 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -666468.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -666480.937500 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -666480.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -666489.562500 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -666489.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -666501.062500 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -666501.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -666509.812500 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -666509.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -666519.250000 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -666519.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -666525.500000 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -666525.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -666529.437500 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -666529.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -666531.437500 Penalty: 4260.675781
	Iteration 27Q: 3 clusters Score -666531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -666533.500000 Penalty: 4260.675781
	Iteration 28Q: 3 clusters Score -666533.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -666535.187500 Penalty: 4260.675781
	Iteration 29Q: 3 clusters Score -666535.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -666537.937500 Penalty: 4260.675781
	Iteration 30Q: 3 clusters Score -666537.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -666538.562500 Penalty: 4260.675781
	Iteration 31Q: 3 clusters Score -666538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -666540.562500 Penalty: 4260.675781
	Iteration 32Q: 3 clusters Score -666540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -666541.687500 Penalty: 4260.675781
	Iteration 33Q: 3 clusters Score -666541.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -666541.687500 Penalty: 4260.675781
	Iteration 34F: 3 clusters Score -666541.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Entering Unmasked Estep 
Score: -1787654.625000 Penalty: 2382.927734
	Iteration 0F: 2 clusters Score -1787655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1776895.375000 Penalty: 4765.855469
	Iteration 0F: 3 clusters Score -1776895 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1780697.375000 Penalty: 4765.855469
	Iteration 1F: 3 clusters Score -1780697 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1781428.000000 Penalty: 4765.855469
	Iteration 2F: 3 clusters Score -1781428 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1782074.125000 Penalty: 4765.855469
	Iteration 3F: 3 clusters Score -1782074 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1782616.000000 Penalty: 4765.855469
	Iteration 4F: 3 clusters Score -1782616 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1783038.250000 Penalty: 4765.855469
	Iteration 5F: 3 clusters Score -1783038 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1783399.125000 Penalty: 4765.855469
	Iteration 6Q: 3 clusters Score -1783399 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1783733.625000 Penalty: 4765.855469
	Iteration 7Q: 3 clusters Score -1783734 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1784015.750000 Penalty: 4765.855469
	Iteration 8Q: 3 clusters Score -1784016 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1784255.875000 Penalty: 4765.855469
	Iteration 9Q: 3 clusters Score -1784256 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1784457.250000 Penalty: 4765.855469
	Iteration 10Q: 3 clusters Score -1784457 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1784646.125000 Penalty: 4765.855469
	Iteration 11Q: 3 clusters Score -1784646 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1784865.750000 Penalty: 4765.855469
	Iteration 12Q: 3 clusters Score -1784866 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1785075.625000 Penalty: 4765.855469
	Iteration 13Q: 3 clusters Score -1785076 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1785267.500000 Penalty: 4765.855469
	Iteration 14Q: 3 clusters Score -1785268 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1785428.875000 Penalty: 4765.855469
	Iteration 15Q: 3 clusters Score -1785429 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1785569.625000 Penalty: 4765.855469
	Iteration 16Q: 3 clusters Score -1785570 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1785694.500000 Penalty: 4765.855469
	Iteration 17Q: 3 clusters Score -1785694 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1785775.375000 Penalty: 4765.855469
	Iteration 18Q: 3 clusters Score -1785775 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1785847.875000 Penalty: 4765.855469
	Iteration 19Q: 3 clusters Score -1785848 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1785919.625000 Penalty: 4765.855469
	Iteration 20F: 3 clusters Score -1785920 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1785986.875000 Penalty: 4765.855469
	Iteration 21Q: 3 clusters Score -1785987 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1786038.500000 Penalty: 4765.855469
	Iteration 22Q: 3 clusters Score -1786038 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1786083.125000 Penalty: 4765.855469
	Iteration 23Q: 3 clusters Score -1786083 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1786127.625000 Penalty: 4765.855469
	Iteration 24Q: 3 clusters Score -1786128 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1786150.375000 Penalty: 4765.855469
	Iteration 25Q: 3 clusters Score -1786150 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1786182.500000 Penalty: 4765.855469
	Iteration 26Q: 3 clusters Score -1786182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1786191.625000 Penalty: 4765.855469
	Iteration 27Q: 3 clusters Score -1786192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1786210.625000 Penalty: 4765.855469
	Iteration 28Q: 3 clusters Score -1786211 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1786226.750000 Penalty: 4765.855469
	Iteration 29Q: 3 clusters Score -1786227 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1786238.625000 Penalty: 4765.855469
	Iteration 30Q: 3 clusters Score -1786239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1786240.750000 Penalty: 4765.855469
	Iteration 31Q: 3 clusters Score -1786241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1786244.375000 Penalty: 4765.855469
	Iteration 32Q: 3 clusters Score -1786244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1786249.750000 Penalty: 4765.855469
	Iteration 33Q: 3 clusters Score -1786250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1786250.375000 Penalty: 4765.855469
	Iteration 34Q: 3 clusters Score -1786250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1786251.875000 Penalty: 4765.855469
	Iteration 35Q: 3 clusters Score -1786252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1786253.375000 Penalty: 4765.855469
	Iteration 36Q: 3 clusters Score -1786253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1786257.125000 Penalty: 4765.855469
	Iteration 37Q: 3 clusters Score -1786257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1786256.375000 Penalty: 4765.855469
	Iteration 38Q: 3 clusters Score -1786256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1786256.750000 Penalty: 4765.855469
	Iteration 39Q: 3 clusters Score -1786257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1786258.875000 Penalty: 4765.855469
	Iteration 40F: 3 clusters Score -1786259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1786258.125000 Penalty: 4765.855469
	Iteration 41Q: 3 clusters Score -1786258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1786260.750000 Penalty: 4765.855469
	Iteration 42Q: 3 clusters Score -1786261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1786262.250000 Penalty: 4765.855469
	Iteration 43Q: 3 clusters Score -1786262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1786262.125000 Penalty: 4765.855469
	Iteration 44Q: 3 clusters Score -1786262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1786266.375000 Penalty: 4765.855469
	Iteration 45Q: 3 clusters Score -1786266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1786263.875000 Penalty: 4765.855469
	Iteration 46Q: 3 clusters Score -1786264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1786265.500000 Penalty: 4765.855469
	Iteration 47Q: 3 clusters Score -1786266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1786265.500000 Penalty: 4765.855469
	Iteration 48F: 3 clusters Score -1786266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -341282.750000 Penalty: 1978.875977
	Iteration 0F: 2 clusters Score -341282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -338078.093750 Penalty: 3957.751953
	Iteration 0F: 3 clusters Score -338078.1 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -338737.937500 Penalty: 3957.751953
	Iteration 1F: 3 clusters Score -338737.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -338898.750000 Penalty: 3957.751953
	Iteration 2F: 3 clusters Score -338898.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -339009.218750 Penalty: 3957.751953
	Iteration 3Q: 3 clusters Score -339009.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -339090.187500 Penalty: 3957.751953
	Iteration 4Q: 3 clusters Score -339090.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -339178.531250 Penalty: 3957.751953
	Iteration 5Q: 3 clusters Score -339178.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -339284.468750 Penalty: 3957.751953
	Iteration 6Q: 3 clusters Score -339284.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -339413.437500 Penalty: 3957.751953
	Iteration 7Q: 3 clusters Score -339413.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -339679.031250 Penalty: 3957.751953
	Iteration 8F: 3 clusters Score -339679 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -340068.625000 Penalty: 3957.751953
	Iteration 9F: 3 clusters Score -340068.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -340435.937500 Penalty: 3957.751953
	Iteration 10F: 3 clusters Score -340435.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -340763.125000 Penalty: 3957.751953
	Iteration 11F: 3 clusters Score -340763.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -340971.781250 Penalty: 3957.751953
	Iteration 12Q: 3 clusters Score -340971.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -341054.500000 Penalty: 3957.751953
	Iteration 13Q: 3 clusters Score -341054.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -341097.906250 Penalty: 3957.751953
	Iteration 14Q: 3 clusters Score -341097.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -341126.531250 Penalty: 3957.751953
	Iteration 15Q: 3 clusters Score -341126.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -341150.218750 Penalty: 3957.751953
	Iteration 16Q: 3 clusters Score -341150.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -341164.125000 Penalty: 3957.751953
	Iteration 17Q: 3 clusters Score -341164.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -341171.906250 Penalty: 3957.751953
	Iteration 18Q: 3 clusters Score -341171.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -341178.343750 Penalty: 3957.751953
	Iteration 19Q: 3 clusters Score -341178.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -341181.375000 Penalty: 3957.751953
	Iteration 20F: 3 clusters Score -341181.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -341182.187500 Penalty: 3957.751953
	Iteration 21Q: 3 clusters Score -341182.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -341182.187500 Penalty: 3957.751953
	Iteration 22F: 3 clusters Score -341182.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -503405.687500 Penalty: 2072.833008
	Iteration 0F: 2 clusters Score -503405.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -499352.343750 Penalty: 4145.666016
	Iteration 0F: 3 clusters Score -499352.3 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -500237.000000 Penalty: 4145.666016
	Iteration 1F: 3 clusters Score -500237 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -500471.750000 Penalty: 4145.666016
	Iteration 2F: 3 clusters Score -500471.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -500638.031250 Penalty: 4145.666016
	Iteration 3F: 3 clusters Score -500638 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -500775.937500 Penalty: 4145.666016
	Iteration 4Q: 3 clusters Score -500775.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -500942.156250 Penalty: 4145.666016
	Iteration 5Q: 3 clusters Score -500942.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -501119.468750 Penalty: 4145.666016
	Iteration 6Q: 3 clusters Score -501119.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -501303.156250 Penalty: 4145.666016
	Iteration 7Q: 3 clusters Score -501303.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -501532.375000 Penalty: 4145.666016
	Iteration 8Q: 3 clusters Score -501532.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -501822.718750 Penalty: 4145.666016
	Iteration 9F: 3 clusters Score -501822.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -502230.531250 Penalty: 4145.666016
	Iteration 10F: 3 clusters Score -502230.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -502796.343750 Penalty: 4145.666016
	Iteration 11F: 3 clusters Score -502796.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -503273.437500 Penalty: 4145.666016
	Iteration 12Q: 3 clusters Score -503273.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -503447.843750 Penalty: 4145.666016
	Iteration 13Q: 3 clusters Score -503447.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -503481.406250 Penalty: 4145.666016
	Iteration 14Q: 3 clusters Score -503481.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -503487.156250 Penalty: 4145.666016
	Iteration 15Q: 3 clusters Score -503487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -503489.093750 Penalty: 4145.666016
	Iteration 16Q: 3 clusters Score -503489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -503490.312500 Penalty: 4145.666016
	Iteration 17Q: 3 clusters Score -503490.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -503490.312500 Penalty: 4145.666016
	Iteration 18F: 3 clusters Score -503490.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 1774 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 2491 members 
Entering Unmasked Estep 
Score: -154542016.000000 Penalty: 293480.187500
Splitting cluster 20 changes total score from -154543520.000000 to -154542016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -478781.562500 Penalty: 2052.987305
	Iteration 0F: 2 clusters Score -478781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -474895.093750 Penalty: 4105.974609
	Iteration 0F: 3 clusters Score -474895.1 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -475733.343750 Penalty: 4105.974609
	Iteration 1F: 3 clusters Score -475733.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -475943.500000 Penalty: 4105.974609
	Iteration 2F: 3 clusters Score -475943.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -476045.593750 Penalty: 4105.974609
	Iteration 3Q: 3 clusters Score -476045.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -476130.468750 Penalty: 4105.974609
	Iteration 4Q: 3 clusters Score -476130.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -476194.437500 Penalty: 4105.974609
	Iteration 5Q: 3 clusters Score -476194.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -476232.406250 Penalty: 4105.974609
	Iteration 6Q: 3 clusters Score -476232.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -476262.937500 Penalty: 4105.974609
	Iteration 7Q: 3 clusters Score -476262.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -476294.125000 Penalty: 4105.974609
	Iteration 8Q: 3 clusters Score -476294.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -476322.718750 Penalty: 4105.974609
	Iteration 9Q: 3 clusters Score -476322.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -476355.906250 Penalty: 4105.974609
	Iteration 10Q: 3 clusters Score -476355.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -476387.968750 Penalty: 4105.974609
	Iteration 11Q: 3 clusters Score -476388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -476420.000000 Penalty: 4105.974609
	Iteration 12Q: 3 clusters Score -476420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -476452.031250 Penalty: 4105.974609
	Iteration 13Q: 3 clusters Score -476452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -476480.875000 Penalty: 4105.974609
	Iteration 14Q: 3 clusters Score -476480.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -476508.468750 Penalty: 4105.974609
	Iteration 15Q: 3 clusters Score -476508.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -476526.406250 Penalty: 4105.974609
	Iteration 16Q: 3 clusters Score -476526.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -476544.187500 Penalty: 4105.974609
	Iteration 17Q: 3 clusters Score -476544.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -476564.187500 Penalty: 4105.974609
	Iteration 18Q: 3 clusters Score -476564.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -476584.843750 Penalty: 4105.974609
	Iteration 19Q: 3 clusters Score -476584.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -476598.968750 Penalty: 4105.974609
	Iteration 20F: 3 clusters Score -476599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -476622.468750 Penalty: 4105.974609
	Iteration 21Q: 3 clusters Score -476622.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -476639.187500 Penalty: 4105.974609
	Iteration 22Q: 3 clusters Score -476639.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -476647.875000 Penalty: 4105.974609
	Iteration 23Q: 3 clusters Score -476647.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -476658.375000 Penalty: 4105.974609
	Iteration 24Q: 3 clusters Score -476658.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -476664.343750 Penalty: 4105.974609
	Iteration 25Q: 3 clusters Score -476664.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -476668.718750 Penalty: 4105.974609
	Iteration 26Q: 3 clusters Score -476668.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -476669.906250 Penalty: 4105.974609
	Iteration 27Q: 3 clusters Score -476669.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -476672.125000 Penalty: 4105.974609
	Iteration 28Q: 3 clusters Score -476672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -476673.218750 Penalty: 4105.974609
	Iteration 29Q: 3 clusters Score -476673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -476674.187500 Penalty: 4105.974609
	Iteration 30Q: 3 clusters Score -476674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -476676.437500 Penalty: 4105.974609
	Iteration 31Q: 3 clusters Score -476676.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -476677.000000 Penalty: 4105.974609
	Iteration 32Q: 3 clusters Score -476677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -476676.750000 Penalty: 4105.974609
	Iteration 33Q: 3 clusters Score -476676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -476677.937500 Penalty: 4105.974609
	Iteration 34Q: 3 clusters Score -476677.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -476677.937500 Penalty: 4105.974609
	Iteration 35F: 3 clusters Score -476677.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (94078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Entering Unmasked Estep 
Score: -11434523.000000 Penalty: 2840.066162
	Iteration 0F: 2 clusters Score -1.143452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -11371546.000000 Penalty: 5680.132324
	Iteration 0F: 3 clusters Score -1.137155e+07 nChanged 44504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -11396764.000000 Penalty: 5680.132324
	Iteration 1F: 3 clusters Score -1.139676e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -11397571.000000 Penalty: 5680.132324
	Iteration 2Q: 3 clusters Score -1.139757e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -11398332.000000 Penalty: 5680.132324
	Iteration 3Q: 3 clusters Score -1.139833e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -11399175.000000 Penalty: 5680.132324
	Iteration 4Q: 3 clusters Score -1.139918e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -11400286.000000 Penalty: 5680.132324
	Iteration 5Q: 3 clusters Score -1.140029e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -11401699.000000 Penalty: 5680.132324
	Iteration 6Q: 3 clusters Score -1.14017e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -11403323.000000 Penalty: 5680.132324
	Iteration 7Q: 3 clusters Score -1.140332e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -11405542.000000 Penalty: 5680.132324
	Iteration 8Q: 3 clusters Score -1.140554e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -11407978.000000 Penalty: 5680.132324
	Iteration 9F: 3 clusters Score -1.140798e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -11410836.000000 Penalty: 5680.132324
	Iteration 10F: 3 clusters Score -1.141084e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -11413496.000000 Penalty: 5680.132324
	Iteration 11Q: 3 clusters Score -1.14135e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -11415770.000000 Penalty: 5680.132324
	Iteration 12Q: 3 clusters Score -1.141577e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -11417075.000000 Penalty: 5680.132324
	Iteration 13Q: 3 clusters Score -1.141708e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -11417748.000000 Penalty: 5680.132324
	Iteration 14Q: 3 clusters Score -1.141775e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -11418221.000000 Penalty: 5680.132324
	Iteration 15Q: 3 clusters Score -1.141822e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -11418560.000000 Penalty: 5680.132324
	Iteration 16Q: 3 clusters Score -1.141856e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -11418895.000000 Penalty: 5680.132324
	Iteration 17Q: 3 clusters Score -1.14189e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -11419255.000000 Penalty: 5680.132324
	Iteration 18Q: 3 clusters Score -1.141926e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -11419601.000000 Penalty: 5680.132324
	Iteration 19Q: 3 clusters Score -1.14196e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -11420021.000000 Penalty: 5680.132324
	Iteration 20F: 3 clusters Score -1.142002e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -11420453.000000 Penalty: 5680.132324
	Iteration 21Q: 3 clusters Score -1.142045e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70049 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -11420963.000000 Penalty: 5680.132324
	Iteration 22Q: 3 clusters Score -1.142096e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -11421383.000000 Penalty: 5680.132324
	Iteration 23Q: 3 clusters Score -1.142138e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -11421826.000000 Penalty: 5680.132324
	Iteration 24Q: 3 clusters Score -1.142183e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -11422469.000000 Penalty: 5680.132324
	Iteration 25Q: 3 clusters Score -1.142247e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -11423049.000000 Penalty: 5680.132324
	Iteration 26Q: 3 clusters Score -1.142305e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78191 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -11423636.000000 Penalty: 5680.132324
	Iteration 27Q: 3 clusters Score -1.142364e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -11424365.000000 Penalty: 5680.132324
	Iteration 28Q: 3 clusters Score -1.142436e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -11425147.000000 Penalty: 5680.132324
	Iteration 29Q: 3 clusters Score -1.142515e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -11426030.000000 Penalty: 5680.132324
	Iteration 30Q: 3 clusters Score -1.142603e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -11426934.000000 Penalty: 5680.132324
	Iteration 31Q: 3 clusters Score -1.142693e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -11427822.000000 Penalty: 5680.132324
	Iteration 32Q: 3 clusters Score -1.142782e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87708 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -11428573.000000 Penalty: 5680.132324
	Iteration 33Q: 3 clusters Score -1.142857e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -11429359.000000 Penalty: 5680.132324
	Iteration 34Q: 3 clusters Score -1.142936e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -11430010.000000 Penalty: 5680.132324
	Iteration 35Q: 3 clusters Score -1.143001e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90749 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -11430554.000000 Penalty: 5680.132324
	Iteration 36Q: 3 clusters Score -1.143055e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -11430941.000000 Penalty: 5680.132324
	Iteration 37Q: 3 clusters Score -1.143094e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91908 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -11431255.000000 Penalty: 5680.132324
	Iteration 38Q: 3 clusters Score -1.143126e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92300 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -11431530.000000 Penalty: 5680.132324
	Iteration 39Q: 3 clusters Score -1.143153e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92557 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11431686.000000 Penalty: 5680.132324
	Iteration 40F: 3 clusters Score -1.143169e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92771 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -11431812.000000 Penalty: 5680.132324
	Iteration 41Q: 3 clusters Score -1.143181e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11431873.000000 Penalty: 5680.132324
	Iteration 42Q: 3 clusters Score -1.143187e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11431945.000000 Penalty: 5680.132324
	Iteration 43Q: 3 clusters Score -1.143194e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11432020.000000 Penalty: 5680.132324
	Iteration 44Q: 3 clusters Score -1.143202e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11432073.000000 Penalty: 5680.132324
	Iteration 45Q: 3 clusters Score -1.143207e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93263 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11432113.000000 Penalty: 5680.132324
	Iteration 46Q: 3 clusters Score -1.143211e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93294 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11432151.000000 Penalty: 5680.132324
	Iteration 47Q: 3 clusters Score -1.143215e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -11432180.000000 Penalty: 5680.132324
	Iteration 48Q: 3 clusters Score -1.143218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93345 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11432187.000000 Penalty: 5680.132324
	Iteration 49Q: 3 clusters Score -1.143219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93360 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11432193.000000 Penalty: 5680.132324
	Iteration 50Q: 3 clusters Score -1.143219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93371 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11432191.000000 Penalty: 5680.132324
	Iteration 51Q: 3 clusters Score -1.143219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11432201.000000 Penalty: 5680.132324
	Iteration 52Q: 3 clusters Score -1.14322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -11432203.000000 Penalty: 5680.132324
	Iteration 53Q: 3 clusters Score -1.14322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93400 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11432210.000000 Penalty: 5680.132324
	Iteration 54Q: 3 clusters Score -1.143221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11432220.000000 Penalty: 5680.132324
	Iteration 55Q: 3 clusters Score -1.143222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11432220.000000 Penalty: 5680.132324
	Iteration 56F: 3 clusters Score -1.143222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Entering Unmasked Estep 
Score: -2092168.250000 Penalty: 2413.149902
	Iteration 0F: 2 clusters Score -2092168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2080107.875000 Penalty: 4826.299805
	Iteration 0F: 3 clusters Score -2080108 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2084017.125000 Penalty: 4826.299805
	Iteration 1F: 3 clusters Score -2084017 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2084740.000000 Penalty: 4826.299805
	Iteration 2F: 3 clusters Score -2084740 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2085566.000000 Penalty: 4826.299805
	Iteration 3F: 3 clusters Score -2085566 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2086516.375000 Penalty: 4826.299805
	Iteration 4F: 3 clusters Score -2086516 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2087408.625000 Penalty: 4826.299805
	Iteration 5F: 3 clusters Score -2087409 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2088238.750000 Penalty: 4826.299805
	Iteration 6F: 3 clusters Score -2088239 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2088876.250000 Penalty: 4826.299805
	Iteration 7F: 3 clusters Score -2088876 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2089369.500000 Penalty: 4826.299805
	Iteration 8Q: 3 clusters Score -2089370 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2089793.125000 Penalty: 4826.299805
	Iteration 9Q: 3 clusters Score -2089793 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2090200.625000 Penalty: 4826.299805
	Iteration 10Q: 3 clusters Score -2090201 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2090519.500000 Penalty: 4826.299805
	Iteration 11Q: 3 clusters Score -2090520 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2090685.875000 Penalty: 4826.299805
	Iteration 12Q: 3 clusters Score -2090686 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2090787.625000 Penalty: 4826.299805
	Iteration 13Q: 3 clusters Score -2090788 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2090846.750000 Penalty: 4826.299805
	Iteration 14Q: 3 clusters Score -2090847 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2090890.125000 Penalty: 4826.299805
	Iteration 15Q: 3 clusters Score -2090890 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2090937.625000 Penalty: 4826.299805
	Iteration 16Q: 3 clusters Score -2090938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2090979.000000 Penalty: 4826.299805
	Iteration 17Q: 3 clusters Score -2090979 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2090999.875000 Penalty: 4826.299805
	Iteration 18Q: 3 clusters Score -2091000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2091020.625000 Penalty: 4826.299805
	Iteration 19Q: 3 clusters Score -2091021 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2091041.500000 Penalty: 4826.299805
	Iteration 20F: 3 clusters Score -2091042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2091054.500000 Penalty: 4826.299805
	Iteration 21Q: 3 clusters Score -2091054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2091065.250000 Penalty: 4826.299805
	Iteration 22Q: 3 clusters Score -2091065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2091075.750000 Penalty: 4826.299805
	Iteration 23Q: 3 clusters Score -2091076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2091086.875000 Penalty: 4826.299805
	Iteration 24Q: 3 clusters Score -2091087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2091090.000000 Penalty: 4826.299805
	Iteration 25Q: 3 clusters Score -2091090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2091101.250000 Penalty: 4826.299805
	Iteration 26Q: 3 clusters Score -2091101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2091106.000000 Penalty: 4826.299805
	Iteration 27Q: 3 clusters Score -2091106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2091105.875000 Penalty: 4826.299805
	Iteration 28Q: 3 clusters Score -2091106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2091105.625000 Penalty: 4826.299805
	Iteration 29Q: 3 clusters Score -2091106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2091112.250000 Penalty: 4826.299805
	Iteration 30Q: 3 clusters Score -2091112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2091115.250000 Penalty: 4826.299805
	Iteration 31Q: 3 clusters Score -2091115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2091119.625000 Penalty: 4826.299805
	Iteration 32Q: 3 clusters Score -2091120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2091122.250000 Penalty: 4826.299805
	Iteration 33Q: 3 clusters Score -2091122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2091125.625000 Penalty: 4826.299805
	Iteration 34Q: 3 clusters Score -2091126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2091128.125000 Penalty: 4826.299805
	Iteration 35Q: 3 clusters Score -2091128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2091130.875000 Penalty: 4826.299805
	Iteration 36Q: 3 clusters Score -2091131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2091138.625000 Penalty: 4826.299805
	Iteration 37Q: 3 clusters Score -2091139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2091141.125000 Penalty: 4826.299805
	Iteration 38Q: 3 clusters Score -2091141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2091143.875000 Penalty: 4826.299805
	Iteration 39Q: 3 clusters Score -2091144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2091147.500000 Penalty: 4826.299805
	Iteration 40F: 3 clusters Score -2091148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2091149.625000 Penalty: 4826.299805
	Iteration 41Q: 3 clusters Score -2091150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2091148.250000 Penalty: 4826.299805
	Iteration 42Q: 3 clusters Score -2091148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2091152.750000 Penalty: 4826.299805
	Iteration 43Q: 3 clusters Score -2091153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2091151.250000 Penalty: 4826.299805
	Iteration 44Q: 3 clusters Score -2091151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2091157.500000 Penalty: 4826.299805
	Iteration 45Q: 3 clusters Score -2091158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2091156.375000 Penalty: 4826.299805
	Iteration 46Q: 3 clusters Score -2091156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2091156.250000 Penalty: 4826.299805
	Iteration 47Q: 3 clusters Score -2091156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2091156.250000 Penalty: 4826.299805
	Iteration 48Q: 3 clusters Score -2091156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2091156.000000 Penalty: 4826.299805
	Iteration 49Q: 3 clusters Score -2091156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2091159.000000 Penalty: 4826.299805
	Iteration 50Q: 3 clusters Score -2091159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2091162.500000 Penalty: 4826.299805
	Iteration 51Q: 3 clusters Score -2091162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2091164.250000 Penalty: 4826.299805
	Iteration 52Q: 3 clusters Score -2091164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2091163.625000 Penalty: 4826.299805
	Iteration 53Q: 3 clusters Score -2091164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2091161.000000 Penalty: 4826.299805
	Iteration 54Q: 3 clusters Score -2091161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2091162.375000 Penalty: 4826.299805
	Iteration 55Q: 3 clusters Score -2091162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2091162.625000 Penalty: 4826.299805
	Iteration 56Q: 3 clusters Score -2091163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2091165.375000 Penalty: 4826.299805
	Iteration 57Q: 3 clusters Score -2091165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2091163.500000 Penalty: 4826.299805
	Iteration 58Q: 3 clusters Score -2091164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2091163.500000 Penalty: 4826.299805
	Iteration 59F: 3 clusters Score -2091164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -168076.890625 Penalty: 1851.907959
	Iteration 0F: 2 clusters Score -168076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -165654.625000 Penalty: 3703.815918
	Iteration 0F: 3 clusters Score -165654.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -166301.406250 Penalty: 3703.815918
	Iteration 1F: 3 clusters Score -166301.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -166650.421875 Penalty: 3703.815918
	Iteration 2F: 3 clusters Score -166650.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -166863.718750 Penalty: 3703.815918
	Iteration 3F: 3 clusters Score -166863.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -167011.812500 Penalty: 3703.815918
	Iteration 4F: 3 clusters Score -167011.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -167128.218750 Penalty: 3703.815918
	Iteration 5Q: 3 clusters Score -167128.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -167242.125000 Penalty: 3703.815918
	Iteration 6Q: 3 clusters Score -167242.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -167314.359375 Penalty: 3703.815918
	Iteration 7Q: 3 clusters Score -167314.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -167396.062500 Penalty: 3703.815918
	Iteration 8Q: 3 clusters Score -167396.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -167461.390625 Penalty: 3703.815918
	Iteration 9Q: 3 clusters Score -167461.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -167521.765625 Penalty: 3703.815918
	Iteration 10Q: 3 clusters Score -167521.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -167589.843750 Penalty: 3703.815918
	Iteration 11Q: 3 clusters Score -167589.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -167689.203125 Penalty: 3703.815918
	Iteration 12Q: 3 clusters Score -167689.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -167770.953125 Penalty: 3703.815918
	Iteration 13Q: 3 clusters Score -167771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -167828.015625 Penalty: 3703.815918
	Iteration 14Q: 3 clusters Score -167828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -167872.687500 Penalty: 3703.815918
	Iteration 15Q: 3 clusters Score -167872.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -167924.843750 Penalty: 3703.815918
	Iteration 16Q: 3 clusters Score -167924.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -167961.406250 Penalty: 3703.815918
	Iteration 17Q: 3 clusters Score -167961.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -167985.031250 Penalty: 3703.815918
	Iteration 18Q: 3 clusters Score -167985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -167998.312500 Penalty: 3703.815918
	Iteration 19Q: 3 clusters Score -167998.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -168009.125000 Penalty: 3703.815918
	Iteration 20F: 3 clusters Score -168009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -168016.234375 Penalty: 3703.815918
	Iteration 21Q: 3 clusters Score -168016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -168024.796875 Penalty: 3703.815918
	Iteration 22Q: 3 clusters Score -168024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -168034.125000 Penalty: 3703.815918
	Iteration 23Q: 3 clusters Score -168034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -168043.734375 Penalty: 3703.815918
	Iteration 24Q: 3 clusters Score -168043.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -168056.671875 Penalty: 3703.815918
	Iteration 25Q: 3 clusters Score -168056.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -168061.140625 Penalty: 3703.815918
	Iteration 26Q: 3 clusters Score -168061.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -168062.656250 Penalty: 3703.815918
	Iteration 27Q: 3 clusters Score -168062.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -168065.265625 Penalty: 3703.815918
	Iteration 28Q: 3 clusters Score -168065.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -168068.671875 Penalty: 3703.815918
	Iteration 29Q: 3 clusters Score -168068.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -168072.953125 Penalty: 3703.815918
	Iteration 30Q: 3 clusters Score -168073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -168075.406250 Penalty: 3703.815918
	Iteration 31Q: 3 clusters Score -168075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -168079.921875 Penalty: 3703.815918
	Iteration 32Q: 3 clusters Score -168079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -168082.562500 Penalty: 3703.815918
	Iteration 33Q: 3 clusters Score -168082.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -168088.968750 Penalty: 3703.815918
	Iteration 34Q: 3 clusters Score -168089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -168096.328125 Penalty: 3703.815918
	Iteration 35Q: 3 clusters Score -168096.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -168098.875000 Penalty: 3703.815918
	Iteration 36Q: 3 clusters Score -168098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -168103.390625 Penalty: 3703.815918
	Iteration 37Q: 3 clusters Score -168103.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -168114.968750 Penalty: 3703.815918
	Iteration 38Q: 3 clusters Score -168115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -168127.156250 Penalty: 3703.815918
	Iteration 39Q: 3 clusters Score -168127.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -168136.062500 Penalty: 3703.815918
	Iteration 40F: 3 clusters Score -168136.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -168148.109375 Penalty: 3703.815918
	Iteration 41Q: 3 clusters Score -168148.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -168154.500000 Penalty: 3703.815918
	Iteration 42Q: 3 clusters Score -168154.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -168157.296875 Penalty: 3703.815918
	Iteration 43Q: 3 clusters Score -168157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -168159.421875 Penalty: 3703.815918
	Iteration 44Q: 3 clusters Score -168159.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -168160.015625 Penalty: 3703.815918
	Iteration 45Q: 3 clusters Score -168160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -168160.500000 Penalty: 3703.815918
	Iteration 46Q: 3 clusters Score -168160.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -168160.500000 Penalty: 3703.815918
	Iteration 47F: 3 clusters Score -168160.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 648 members 
Entering Unmasked Estep 
Score: -154541584.000000 Penalty: 293480.187500
Splitting cluster 24 changes total score from -154543520.000000 to -154541584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (92396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Entering Unmasked Estep 
Score: -11316576.000000 Penalty: 2835.592041
	Iteration 0F: 2 clusters Score -1.131658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -11254892.000000 Penalty: 5671.184082
	Iteration 0F: 3 clusters Score -1.125489e+07 nChanged 43684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -11279275.000000 Penalty: 5671.184082
	Iteration 1F: 3 clusters Score -1.127928e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -11280008.000000 Penalty: 5671.184082
	Iteration 2Q: 3 clusters Score -1.128001e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -11280973.000000 Penalty: 5671.184082
	Iteration 3Q: 3 clusters Score -1.128097e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -11282210.000000 Penalty: 5671.184082
	Iteration 4Q: 3 clusters Score -1.128221e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -11283975.000000 Penalty: 5671.184082
	Iteration 5Q: 3 clusters Score -1.128398e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -11286859.000000 Penalty: 5671.184082
	Iteration 6F: 3 clusters Score -1.128686e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -11291254.000000 Penalty: 5671.184082
	Iteration 7F: 3 clusters Score -1.129125e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71712 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -11297216.000000 Penalty: 5671.184082
	Iteration 8F: 3 clusters Score -1.129722e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -11303325.000000 Penalty: 5671.184082
	Iteration 9F: 3 clusters Score -1.130332e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83981 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -11308184.000000 Penalty: 5671.184082
	Iteration 10F: 3 clusters Score -1.130818e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87287 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -11311118.000000 Penalty: 5671.184082
	Iteration 11Q: 3 clusters Score -1.131112e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -11312848.000000 Penalty: 5671.184082
	Iteration 12Q: 3 clusters Score -1.131285e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -11313705.000000 Penalty: 5671.184082
	Iteration 13Q: 3 clusters Score -1.13137e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90358 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -11314095.000000 Penalty: 5671.184082
	Iteration 14Q: 3 clusters Score -1.13141e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90557 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -11314278.000000 Penalty: 5671.184082
	Iteration 15Q: 3 clusters Score -1.131428e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90693 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -11314380.000000 Penalty: 5671.184082
	Iteration 16Q: 3 clusters Score -1.131438e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11314421.000000 Penalty: 5671.184082
	Iteration 17Q: 3 clusters Score -1.131442e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -11314444.000000 Penalty: 5671.184082
	Iteration 18Q: 3 clusters Score -1.131444e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11314453.000000 Penalty: 5671.184082
	Iteration 19Q: 3 clusters Score -1.131445e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -11314458.000000 Penalty: 5671.184082
	Iteration 20F: 3 clusters Score -1.131446e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90950 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -11314505.000000 Penalty: 5671.184082
	Iteration 21Q: 3 clusters Score -1.13145e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90978 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11314529.000000 Penalty: 5671.184082
	Iteration 22Q: 3 clusters Score -1.131453e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91001 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -11314530.000000 Penalty: 5671.184082
	Iteration 23Q: 3 clusters Score -1.131453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11314539.000000 Penalty: 5671.184082
	Iteration 24Q: 3 clusters Score -1.131454e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11314542.000000 Penalty: 5671.184082
	Iteration 25Q: 3 clusters Score -1.131454e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91047 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -11314542.000000 Penalty: 5671.184082
	Iteration 26Q: 3 clusters Score -1.131454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91065 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -11314553.000000 Penalty: 5671.184082
	Iteration 27Q: 3 clusters Score -1.131455e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -11314574.000000 Penalty: 5671.184082
	Iteration 28Q: 3 clusters Score -1.131457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91087 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -11314564.000000 Penalty: 5671.184082
	Iteration 29Q: 3 clusters Score -1.131456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91100 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -11314572.000000 Penalty: 5671.184082
	Iteration 30Q: 3 clusters Score -1.131457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91101 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11314568.000000 Penalty: 5671.184082
	Iteration 31Q: 3 clusters Score -1.131457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91101 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11314578.000000 Penalty: 5671.184082
	Iteration 32Q: 3 clusters Score -1.131458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91104 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -11314576.000000 Penalty: 5671.184082
	Iteration 33Q: 3 clusters Score -1.131458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -11314579.000000 Penalty: 5671.184082
	Iteration 34Q: 3 clusters Score -1.131458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -11314588.000000 Penalty: 5671.184082
	Iteration 35Q: 3 clusters Score -1.131459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91112 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11314582.000000 Penalty: 5671.184082
	Iteration 36Q: 3 clusters Score -1.131458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91115 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -11314579.000000 Penalty: 5671.184082
	Iteration 37Q: 3 clusters Score -1.131458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91116 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -11314582.000000 Penalty: 5671.184082
	Iteration 38Q: 3 clusters Score -1.131458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91116 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -11314582.000000 Penalty: 5671.184082
	Iteration 39F: 3 clusters Score -1.131458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -1041022.437500 Penalty: 2178.472412
	Iteration 0F: 2 clusters Score -1041022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1035604.625000 Penalty: 4356.944824
	Iteration 0F: 3 clusters Score -1035605 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1037210.875000 Penalty: 4356.944824
	Iteration 1F: 3 clusters Score -1037211 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1037592.562500 Penalty: 4356.944824
	Iteration 2F: 3 clusters Score -1037593 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1037964.375000 Penalty: 4356.944824
	Iteration 3F: 3 clusters Score -1037964 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1038260.312500 Penalty: 4356.944824
	Iteration 4F: 3 clusters Score -1038260 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1038543.500000 Penalty: 4356.944824
	Iteration 5Q: 3 clusters Score -1038544 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1038861.312500 Penalty: 4356.944824
	Iteration 6F: 3 clusters Score -1038861 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1039093.500000 Penalty: 4356.944824
	Iteration 7Q: 3 clusters Score -1039094 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1039260.000000 Penalty: 4356.944824
	Iteration 8Q: 3 clusters Score -1039260 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1039388.312500 Penalty: 4356.944824
	Iteration 9Q: 3 clusters Score -1039388 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1039491.875000 Penalty: 4356.944824
	Iteration 10Q: 3 clusters Score -1039492 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1039558.187500 Penalty: 4356.944824
	Iteration 11Q: 3 clusters Score -1039558 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1039614.625000 Penalty: 4356.944824
	Iteration 12Q: 3 clusters Score -1039615 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1039665.250000 Penalty: 4356.944824
	Iteration 13Q: 3 clusters Score -1039665 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1039709.187500 Penalty: 4356.944824
	Iteration 14Q: 3 clusters Score -1039709 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1039754.312500 Penalty: 4356.944824
	Iteration 15Q: 3 clusters Score -1039754 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1039797.125000 Penalty: 4356.944824
	Iteration 16Q: 3 clusters Score -1039797 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1039831.812500 Penalty: 4356.944824
	Iteration 17Q: 3 clusters Score -1039832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1039869.062500 Penalty: 4356.944824
	Iteration 18Q: 3 clusters Score -1039869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1039901.312500 Penalty: 4356.944824
	Iteration 19Q: 3 clusters Score -1039901 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1039938.437500 Penalty: 4356.944824
	Iteration 20F: 3 clusters Score -1039938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1039963.375000 Penalty: 4356.944824
	Iteration 21Q: 3 clusters Score -1039963 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1039983.687500 Penalty: 4356.944824
	Iteration 22Q: 3 clusters Score -1039984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1040000.062500 Penalty: 4356.944824
	Iteration 23Q: 3 clusters Score -1040000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1040011.562500 Penalty: 4356.944824
	Iteration 24Q: 3 clusters Score -1040012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1040020.125000 Penalty: 4356.944824
	Iteration 25Q: 3 clusters Score -1040020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1040028.937500 Penalty: 4356.944824
	Iteration 26Q: 3 clusters Score -1040029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1040035.750000 Penalty: 4356.944824
	Iteration 27Q: 3 clusters Score -1040036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1040046.437500 Penalty: 4356.944824
	Iteration 28Q: 3 clusters Score -1040046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1040053.312500 Penalty: 4356.944824
	Iteration 29Q: 3 clusters Score -1040053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1040061.000000 Penalty: 4356.944824
	Iteration 30Q: 3 clusters Score -1040061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1040064.625000 Penalty: 4356.944824
	Iteration 31Q: 3 clusters Score -1040065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1040067.375000 Penalty: 4356.944824
	Iteration 32Q: 3 clusters Score -1040067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1040075.187500 Penalty: 4356.944824
	Iteration 33Q: 3 clusters Score -1040075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1040081.312500 Penalty: 4356.944824
	Iteration 34Q: 3 clusters Score -1040081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1040084.437500 Penalty: 4356.944824
	Iteration 35Q: 3 clusters Score -1040084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1040087.250000 Penalty: 4356.944824
	Iteration 36Q: 3 clusters Score -1040087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1040091.000000 Penalty: 4356.944824
	Iteration 37Q: 3 clusters Score -1040091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1040093.937500 Penalty: 4356.944824
	Iteration 38Q: 3 clusters Score -1040094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1040096.437500 Penalty: 4356.944824
	Iteration 39Q: 3 clusters Score -1040096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1040098.687500 Penalty: 4356.944824
	Iteration 40F: 3 clusters Score -1040099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1040100.125000 Penalty: 4356.944824
	Iteration 41Q: 3 clusters Score -1040100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1040099.500000 Penalty: 4356.944824
	Iteration 42Q: 3 clusters Score -1040100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1040099.500000 Penalty: 4356.944824
	Iteration 43F: 3 clusters Score -1040100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -190338.515625 Penalty: 1861.907104
	Iteration 0F: 2 clusters Score -190338.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -187827.750000 Penalty: 3723.814209
	Iteration 0F: 3 clusters Score -187827.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -188318.828125 Penalty: 3723.814209
	Iteration 1F: 3 clusters Score -188318.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -188463.062500 Penalty: 3723.814209
	Iteration 2F: 3 clusters Score -188463.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -188563.953125 Penalty: 3723.814209
	Iteration 3Q: 3 clusters Score -188564 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -188653.015625 Penalty: 3723.814209
	Iteration 4Q: 3 clusters Score -188653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -188737.953125 Penalty: 3723.814209
	Iteration 5Q: 3 clusters Score -188738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -188829.078125 Penalty: 3723.814209
	Iteration 6Q: 3 clusters Score -188829.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -188889.796875 Penalty: 3723.814209
	Iteration 7Q: 3 clusters Score -188889.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -188918.843750 Penalty: 3723.814209
	Iteration 8Q: 3 clusters Score -188918.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -188948.984375 Penalty: 3723.814209
	Iteration 9Q: 3 clusters Score -188949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -188967.406250 Penalty: 3723.814209
	Iteration 10Q: 3 clusters Score -188967.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -188978.234375 Penalty: 3723.814209
	Iteration 11Q: 3 clusters Score -188978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -188985.718750 Penalty: 3723.814209
	Iteration 12Q: 3 clusters Score -188985.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -188993.125000 Penalty: 3723.814209
	Iteration 13Q: 3 clusters Score -188993.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -188996.453125 Penalty: 3723.814209
	Iteration 14Q: 3 clusters Score -188996.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -189000.718750 Penalty: 3723.814209
	Iteration 15Q: 3 clusters Score -189000.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -189009.140625 Penalty: 3723.814209
	Iteration 16Q: 3 clusters Score -189009.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -189015.515625 Penalty: 3723.814209
	Iteration 17Q: 3 clusters Score -189015.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -189022.578125 Penalty: 3723.814209
	Iteration 18Q: 3 clusters Score -189022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -189031.781250 Penalty: 3723.814209
	Iteration 19Q: 3 clusters Score -189031.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -189040.921875 Penalty: 3723.814209
	Iteration 20F: 3 clusters Score -189040.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -189046.921875 Penalty: 3723.814209
	Iteration 21Q: 3 clusters Score -189046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -189048.718750 Penalty: 3723.814209
	Iteration 22Q: 3 clusters Score -189048.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -189049.828125 Penalty: 3723.814209
	Iteration 23Q: 3 clusters Score -189049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -189051.812500 Penalty: 3723.814209
	Iteration 24Q: 3 clusters Score -189051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -189052.890625 Penalty: 3723.814209
	Iteration 25Q: 3 clusters Score -189052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -189053.421875 Penalty: 3723.814209
	Iteration 26Q: 3 clusters Score -189053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -189054.640625 Penalty: 3723.814209
	Iteration 27Q: 3 clusters Score -189054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -189055.390625 Penalty: 3723.814209
	Iteration 28Q: 3 clusters Score -189055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -189056.140625 Penalty: 3723.814209
	Iteration 29Q: 3 clusters Score -189056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -189056.781250 Penalty: 3723.814209
	Iteration 30Q: 3 clusters Score -189056.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -189058.531250 Penalty: 3723.814209
	Iteration 31Q: 3 clusters Score -189058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -189060.078125 Penalty: 3723.814209
	Iteration 32Q: 3 clusters Score -189060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -189060.781250 Penalty: 3723.814209
	Iteration 33Q: 3 clusters Score -189060.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -189060.812500 Penalty: 3723.814209
	Iteration 34Q: 3 clusters Score -189060.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -189061.796875 Penalty: 3723.814209
	Iteration 35Q: 3 clusters Score -189061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -189063.531250 Penalty: 3723.814209
	Iteration 36Q: 3 clusters Score -189063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -189064.250000 Penalty: 3723.814209
	Iteration 37Q: 3 clusters Score -189064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -189064.250000 Penalty: 3723.814209
	Iteration 38F: 3 clusters Score -189064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -1255135.750000 Penalty: 2296.476807
	Iteration 0F: 2 clusters Score -1255136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1247101.000000 Penalty: 4592.953613
	Iteration 0F: 3 clusters Score -1247101 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1249681.500000 Penalty: 4592.953613
	Iteration 1F: 3 clusters Score -1249682 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1250116.750000 Penalty: 4592.953613
	Iteration 2F: 3 clusters Score -1250117 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1250501.625000 Penalty: 4592.953613
	Iteration 3F: 3 clusters Score -1250502 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1250906.000000 Penalty: 4592.953613
	Iteration 4F: 3 clusters Score -1250906 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1251320.250000 Penalty: 4592.953613
	Iteration 5F: 3 clusters Score -1251320 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1251721.625000 Penalty: 4592.953613
	Iteration 6F: 3 clusters Score -1251722 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1252050.875000 Penalty: 4592.953613
	Iteration 7Q: 3 clusters Score -1252051 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1252314.875000 Penalty: 4592.953613
	Iteration 8Q: 3 clusters Score -1252315 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1252505.250000 Penalty: 4592.953613
	Iteration 9Q: 3 clusters Score -1252505 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1252652.625000 Penalty: 4592.953613
	Iteration 10Q: 3 clusters Score -1252653 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1252776.500000 Penalty: 4592.953613
	Iteration 11Q: 3 clusters Score -1252776 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1252883.875000 Penalty: 4592.953613
	Iteration 12Q: 3 clusters Score -1252884 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1252978.375000 Penalty: 4592.953613
	Iteration 13Q: 3 clusters Score -1252978 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1253059.500000 Penalty: 4592.953613
	Iteration 14Q: 3 clusters Score -1253060 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1253131.375000 Penalty: 4592.953613
	Iteration 15Q: 3 clusters Score -1253131 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1253207.875000 Penalty: 4592.953613
	Iteration 16Q: 3 clusters Score -1253208 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1253274.000000 Penalty: 4592.953613
	Iteration 17Q: 3 clusters Score -1253274 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1253327.000000 Penalty: 4592.953613
	Iteration 18Q: 3 clusters Score -1253327 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1253366.375000 Penalty: 4592.953613
	Iteration 19Q: 3 clusters Score -1253366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1253387.250000 Penalty: 4592.953613
	Iteration 20F: 3 clusters Score -1253387 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1253404.375000 Penalty: 4592.953613
	Iteration 21Q: 3 clusters Score -1253404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1253414.875000 Penalty: 4592.953613
	Iteration 22Q: 3 clusters Score -1253415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1253431.250000 Penalty: 4592.953613
	Iteration 23Q: 3 clusters Score -1253431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1253446.125000 Penalty: 4592.953613
	Iteration 24Q: 3 clusters Score -1253446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1253456.750000 Penalty: 4592.953613
	Iteration 25Q: 3 clusters Score -1253457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1253463.625000 Penalty: 4592.953613
	Iteration 26Q: 3 clusters Score -1253464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1253466.875000 Penalty: 4592.953613
	Iteration 27Q: 3 clusters Score -1253467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1253478.000000 Penalty: 4592.953613
	Iteration 28Q: 3 clusters Score -1253478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1253489.750000 Penalty: 4592.953613
	Iteration 29Q: 3 clusters Score -1253490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1253500.125000 Penalty: 4592.953613
	Iteration 30Q: 3 clusters Score -1253500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1253513.125000 Penalty: 4592.953613
	Iteration 31Q: 3 clusters Score -1253513 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1253528.750000 Penalty: 4592.953613
	Iteration 32Q: 3 clusters Score -1253529 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1253547.750000 Penalty: 4592.953613
	Iteration 33Q: 3 clusters Score -1253548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1253569.125000 Penalty: 4592.953613
	Iteration 34Q: 3 clusters Score -1253569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1253582.125000 Penalty: 4592.953613
	Iteration 35Q: 3 clusters Score -1253582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1253605.375000 Penalty: 4592.953613
	Iteration 36Q: 3 clusters Score -1253605 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1253638.875000 Penalty: 4592.953613
	Iteration 37Q: 3 clusters Score -1253639 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1253671.375000 Penalty: 4592.953613
	Iteration 38Q: 3 clusters Score -1253671 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1253707.500000 Penalty: 4592.953613
	Iteration 39Q: 3 clusters Score -1253708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1253733.000000 Penalty: 4592.953613
	Iteration 40F: 3 clusters Score -1253733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1253752.000000 Penalty: 4592.953613
	Iteration 41Q: 3 clusters Score -1253752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1253761.750000 Penalty: 4592.953613
	Iteration 42Q: 3 clusters Score -1253762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1253771.000000 Penalty: 4592.953613
	Iteration 43Q: 3 clusters Score -1253771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1253780.625000 Penalty: 4592.953613
	Iteration 44Q: 3 clusters Score -1253781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1253783.750000 Penalty: 4592.953613
	Iteration 45Q: 3 clusters Score -1253784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1253792.750000 Penalty: 4592.953613
	Iteration 46Q: 3 clusters Score -1253793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1253795.500000 Penalty: 4592.953613
	Iteration 47Q: 3 clusters Score -1253796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1253804.750000 Penalty: 4592.953613
	Iteration 48Q: 3 clusters Score -1253805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1253810.875000 Penalty: 4592.953613
	Iteration 49Q: 3 clusters Score -1253811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1253812.625000 Penalty: 4592.953613
	Iteration 50Q: 3 clusters Score -1253813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1253813.625000 Penalty: 4592.953613
	Iteration 51Q: 3 clusters Score -1253814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1253814.125000 Penalty: 4592.953613
	Iteration 52Q: 3 clusters Score -1253814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1253813.625000 Penalty: 4592.953613
	Iteration 53Q: 3 clusters Score -1253814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1253814.625000 Penalty: 4592.953613
	Iteration 54Q: 3 clusters Score -1253815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1253814.625000 Penalty: 4592.953613
	Iteration 55F: 3 clusters Score -1253815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Entering Unmasked Estep 
Score: -2853657.000000 Penalty: 2496.575928
	Iteration 0F: 2 clusters Score -2853657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2837248.000000 Penalty: 4993.151855
	Iteration 0F: 3 clusters Score -2837248 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2842892.750000 Penalty: 4993.151855
	Iteration 1F: 3 clusters Score -2842893 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2843367.250000 Penalty: 4993.151855
	Iteration 2F: 3 clusters Score -2843367 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2843753.750000 Penalty: 4993.151855
	Iteration 3Q: 3 clusters Score -2843754 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2844096.000000 Penalty: 4993.151855
	Iteration 4Q: 3 clusters Score -2844096 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2844477.500000 Penalty: 4993.151855
	Iteration 5Q: 3 clusters Score -2844478 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2844946.250000 Penalty: 4993.151855
	Iteration 6Q: 3 clusters Score -2844946 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2845475.000000 Penalty: 4993.151855
	Iteration 7Q: 3 clusters Score -2845475 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2845988.500000 Penalty: 4993.151855
	Iteration 8Q: 3 clusters Score -2845988 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2846471.750000 Penalty: 4993.151855
	Iteration 9Q: 3 clusters Score -2846472 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2846907.000000 Penalty: 4993.151855
	Iteration 10Q: 3 clusters Score -2846907 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2847331.750000 Penalty: 4993.151855
	Iteration 11Q: 3 clusters Score -2847332 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2847742.000000 Penalty: 4993.151855
	Iteration 12Q: 3 clusters Score -2847742 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2848056.750000 Penalty: 4993.151855
	Iteration 13Q: 3 clusters Score -2848057 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2848369.000000 Penalty: 4993.151855
	Iteration 14Q: 3 clusters Score -2848369 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2848568.750000 Penalty: 4993.151855
	Iteration 15Q: 3 clusters Score -2848569 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2848706.750000 Penalty: 4993.151855
	Iteration 16Q: 3 clusters Score -2848707 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2848790.000000 Penalty: 4993.151855
	Iteration 17Q: 3 clusters Score -2848790 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2848842.500000 Penalty: 4993.151855
	Iteration 18Q: 3 clusters Score -2848842 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2848880.500000 Penalty: 4993.151855
	Iteration 19Q: 3 clusters Score -2848880 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2848905.000000 Penalty: 4993.151855
	Iteration 20F: 3 clusters Score -2848905 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2848939.750000 Penalty: 4993.151855
	Iteration 21Q: 3 clusters Score -2848940 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2848956.750000 Penalty: 4993.151855
	Iteration 22Q: 3 clusters Score -2848957 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2848984.250000 Penalty: 4993.151855
	Iteration 23Q: 3 clusters Score -2848984 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2849021.500000 Penalty: 4993.151855
	Iteration 24Q: 3 clusters Score -2849022 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2849045.250000 Penalty: 4993.151855
	Iteration 25Q: 3 clusters Score -2849045 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2849078.000000 Penalty: 4993.151855
	Iteration 26Q: 3 clusters Score -2849078 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2849116.000000 Penalty: 4993.151855
	Iteration 27Q: 3 clusters Score -2849116 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2849159.000000 Penalty: 4993.151855
	Iteration 28Q: 3 clusters Score -2849159 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2849232.250000 Penalty: 4993.151855
	Iteration 29Q: 3 clusters Score -2849232 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2849302.000000 Penalty: 4993.151855
	Iteration 30Q: 3 clusters Score -2849302 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2849395.500000 Penalty: 4993.151855
	Iteration 31Q: 3 clusters Score -2849396 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2849496.750000 Penalty: 4993.151855
	Iteration 32Q: 3 clusters Score -2849497 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2849602.000000 Penalty: 4993.151855
	Iteration 33Q: 3 clusters Score -2849602 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2849748.750000 Penalty: 4993.151855
	Iteration 34Q: 3 clusters Score -2849749 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2849929.250000 Penalty: 4993.151855
	Iteration 35Q: 3 clusters Score -2849929 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2850084.500000 Penalty: 4993.151855
	Iteration 36Q: 3 clusters Score -2850084 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2850278.750000 Penalty: 4993.151855
	Iteration 37Q: 3 clusters Score -2850279 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2850492.000000 Penalty: 4993.151855
	Iteration 38Q: 3 clusters Score -2850492 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2850726.250000 Penalty: 4993.151855
	Iteration 39Q: 3 clusters Score -2850726 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2850953.500000 Penalty: 4993.151855
	Iteration 40F: 3 clusters Score -2850954 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2851143.000000 Penalty: 4993.151855
	Iteration 41Q: 3 clusters Score -2851143 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2851302.000000 Penalty: 4993.151855
	Iteration 42Q: 3 clusters Score -2851302 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2851428.000000 Penalty: 4993.151855
	Iteration 43Q: 3 clusters Score -2851428 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2851538.500000 Penalty: 4993.151855
	Iteration 44Q: 3 clusters Score -2851538 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2851622.750000 Penalty: 4993.151855
	Iteration 45Q: 3 clusters Score -2851623 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2851710.000000 Penalty: 4993.151855
	Iteration 46Q: 3 clusters Score -2851710 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2851787.000000 Penalty: 4993.151855
	Iteration 47Q: 3 clusters Score -2851787 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2851845.750000 Penalty: 4993.151855
	Iteration 48Q: 3 clusters Score -2851846 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2851912.000000 Penalty: 4993.151855
	Iteration 49Q: 3 clusters Score -2851912 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2851969.500000 Penalty: 4993.151855
	Iteration 50Q: 3 clusters Score -2851970 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2852027.750000 Penalty: 4993.151855
	Iteration 51Q: 3 clusters Score -2852028 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2852072.250000 Penalty: 4993.151855
	Iteration 52Q: 3 clusters Score -2852072 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2852102.750000 Penalty: 4993.151855
	Iteration 53Q: 3 clusters Score -2852103 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2852147.000000 Penalty: 4993.151855
	Iteration 54Q: 3 clusters Score -2852147 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2852182.750000 Penalty: 4993.151855
	Iteration 55Q: 3 clusters Score -2852183 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2852206.500000 Penalty: 4993.151855
	Iteration 56Q: 3 clusters Score -2852206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2852235.000000 Penalty: 4993.151855
	Iteration 57Q: 3 clusters Score -2852235 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2852255.750000 Penalty: 4993.151855
	Iteration 58Q: 3 clusters Score -2852256 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2852274.500000 Penalty: 4993.151855
	Iteration 59Q: 3 clusters Score -2852274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2852294.750000 Penalty: 4993.151855
	Iteration 60F: 3 clusters Score -2852295 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2852302.500000 Penalty: 4993.151855
	Iteration 61Q: 3 clusters Score -2852302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2852315.000000 Penalty: 4993.151855
	Iteration 62Q: 3 clusters Score -2852315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2852327.000000 Penalty: 4993.151855
	Iteration 63Q: 3 clusters Score -2852327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2852339.500000 Penalty: 4993.151855
	Iteration 64Q: 3 clusters Score -2852340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2852343.250000 Penalty: 4993.151855
	Iteration 65Q: 3 clusters Score -2852343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2852354.250000 Penalty: 4993.151855
	Iteration 66Q: 3 clusters Score -2852354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2852357.500000 Penalty: 4993.151855
	Iteration 67Q: 3 clusters Score -2852358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2852360.750000 Penalty: 4993.151855
	Iteration 68Q: 3 clusters Score -2852361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2852365.250000 Penalty: 4993.151855
	Iteration 69Q: 3 clusters Score -2852365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2852381.500000 Penalty: 4993.151855
	Iteration 70Q: 3 clusters Score -2852382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2852374.500000 Penalty: 4993.151855
	Iteration 71Q: 3 clusters Score -2852374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2852386.750000 Penalty: 4993.151855
	Iteration 72Q: 3 clusters Score -2852387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2852392.750000 Penalty: 4993.151855
	Iteration 73Q: 3 clusters Score -2852393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2852399.500000 Penalty: 4993.151855
	Iteration 74Q: 3 clusters Score -2852400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2852409.500000 Penalty: 4993.151855
	Iteration 75Q: 3 clusters Score -2852410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2852410.500000 Penalty: 4993.151855
	Iteration 76Q: 3 clusters Score -2852410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2852417.000000 Penalty: 4993.151855
	Iteration 77Q: 3 clusters Score -2852417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2852426.000000 Penalty: 4993.151855
	Iteration 78Q: 3 clusters Score -2852426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2852430.250000 Penalty: 4993.151855
	Iteration 79Q: 3 clusters Score -2852430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2852432.000000 Penalty: 4993.151855
	Iteration 80F: 3 clusters Score -2852432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2852437.000000 Penalty: 4993.151855
	Iteration 81Q: 3 clusters Score -2852437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2852440.000000 Penalty: 4993.151855
	Iteration 82Q: 3 clusters Score -2852440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2852439.250000 Penalty: 4993.151855
	Iteration 83Q: 3 clusters Score -2852439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2852442.000000 Penalty: 4993.151855
	Iteration 84Q: 3 clusters Score -2852442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2852441.750000 Penalty: 4993.151855
	Iteration 85Q: 3 clusters Score -2852442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2852457.500000 Penalty: 4993.151855
	Iteration 86Q: 3 clusters Score -2852458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2852462.750000 Penalty: 4993.151855
	Iteration 87Q: 3 clusters Score -2852463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2852466.500000 Penalty: 4993.151855
	Iteration 88Q: 3 clusters Score -2852466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2852475.000000 Penalty: 4993.151855
	Iteration 89Q: 3 clusters Score -2852475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2852482.000000 Penalty: 4993.151855
	Iteration 90Q: 3 clusters Score -2852482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2852494.250000 Penalty: 4993.151855
	Iteration 91Q: 3 clusters Score -2852494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2852500.000000 Penalty: 4993.151855
	Iteration 92Q: 3 clusters Score -2852500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2852508.500000 Penalty: 4993.151855
	Iteration 93Q: 3 clusters Score -2852508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2852506.750000 Penalty: 4993.151855
	Iteration 94Q: 3 clusters Score -2852507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2852521.500000 Penalty: 4993.151855
	Iteration 95Q: 3 clusters Score -2852522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2852518.000000 Penalty: 4993.151855
	Iteration 96Q: 3 clusters Score -2852518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2852515.500000 Penalty: 4993.151855
	Iteration 97Q: 3 clusters Score -2852516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2852518.000000 Penalty: 4993.151855
	Iteration 98Q: 3 clusters Score -2852518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2852519.500000 Penalty: 4993.151855
	Iteration 99Q: 3 clusters Score -2852520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2852520.250000 Penalty: 4993.151855
	Iteration 100F: 3 clusters Score -2852520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2852527.750000 Penalty: 4993.151855
	Iteration 101Q: 3 clusters Score -2852528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2852524.500000 Penalty: 4993.151855
	Iteration 102Q: 3 clusters Score -2852524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2852527.750000 Penalty: 4993.151855
	Iteration 103Q: 3 clusters Score -2852528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2852528.500000 Penalty: 4993.151855
	Iteration 104Q: 3 clusters Score -2852528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2852525.000000 Penalty: 4993.151855
	Iteration 105Q: 3 clusters Score -2852525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2852529.000000 Penalty: 4993.151855
	Iteration 106Q: 3 clusters Score -2852529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2852527.250000 Penalty: 4993.151855
	Iteration 107Q: 3 clusters Score -2852527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2852527.250000 Penalty: 4993.151855
	Iteration 108F: 3 clusters Score -2852527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (39198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Entering Unmasked Estep 
Score: -4884186.000000 Penalty: 2622.942383
	Iteration 0F: 2 clusters Score -4884186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4857566.500000 Penalty: 5245.884766
	Iteration 0F: 3 clusters Score -4857566 nChanged 17978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -4867395.500000 Penalty: 5245.884766
	Iteration 1F: 3 clusters Score -4867396 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4867840.000000 Penalty: 5245.884766
	Iteration 2Q: 3 clusters Score -4867840 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -4868303.500000 Penalty: 5245.884766
	Iteration 3Q: 3 clusters Score -4868304 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -4868810.000000 Penalty: 5245.884766
	Iteration 4Q: 3 clusters Score -4868810 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -4869465.000000 Penalty: 5245.884766
	Iteration 5Q: 3 clusters Score -4869465 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -4870411.500000 Penalty: 5245.884766
	Iteration 6Q: 3 clusters Score -4870412 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -4871704.000000 Penalty: 5245.884766
	Iteration 7F: 3 clusters Score -4871704 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -4873208.000000 Penalty: 5245.884766
	Iteration 8F: 3 clusters Score -4873208 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -4874827.500000 Penalty: 5245.884766
	Iteration 9F: 3 clusters Score -4874828 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -4876294.000000 Penalty: 5245.884766
	Iteration 10F: 3 clusters Score -4876294 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4877583.500000 Penalty: 5245.884766
	Iteration 11Q: 3 clusters Score -4877584 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -4878666.500000 Penalty: 5245.884766
	Iteration 12Q: 3 clusters Score -4878666 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4879585.000000 Penalty: 5245.884766
	Iteration 13Q: 3 clusters Score -4879585 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -4880244.500000 Penalty: 5245.884766
	Iteration 14Q: 3 clusters Score -4880244 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -4880751.000000 Penalty: 5245.884766
	Iteration 15Q: 3 clusters Score -4880751 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -4881134.000000 Penalty: 5245.884766
	Iteration 16Q: 3 clusters Score -4881134 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4881353.500000 Penalty: 5245.884766
	Iteration 17Q: 3 clusters Score -4881354 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -4881517.000000 Penalty: 5245.884766
	Iteration 18Q: 3 clusters Score -4881517 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -4881632.000000 Penalty: 5245.884766
	Iteration 19Q: 3 clusters Score -4881632 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -4881702.500000 Penalty: 5245.884766
	Iteration 20F: 3 clusters Score -4881702 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -4881764.000000 Penalty: 5245.884766
	Iteration 21Q: 3 clusters Score -4881764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -4881797.000000 Penalty: 5245.884766
	Iteration 22Q: 3 clusters Score -4881797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -4881831.500000 Penalty: 5245.884766
	Iteration 23Q: 3 clusters Score -4881832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -4881853.000000 Penalty: 5245.884766
	Iteration 24Q: 3 clusters Score -4881853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -4881864.500000 Penalty: 5245.884766
	Iteration 25Q: 3 clusters Score -4881864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -4881880.000000 Penalty: 5245.884766
	Iteration 26Q: 3 clusters Score -4881880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -4881887.000000 Penalty: 5245.884766
	Iteration 27Q: 3 clusters Score -4881887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -4881893.500000 Penalty: 5245.884766
	Iteration 28Q: 3 clusters Score -4881894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -4881906.000000 Penalty: 5245.884766
	Iteration 29Q: 3 clusters Score -4881906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -4881926.000000 Penalty: 5245.884766
	Iteration 30Q: 3 clusters Score -4881926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -4881927.000000 Penalty: 5245.884766
	Iteration 31Q: 3 clusters Score -4881927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -4881929.000000 Penalty: 5245.884766
	Iteration 32Q: 3 clusters Score -4881929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -4881936.500000 Penalty: 5245.884766
	Iteration 33Q: 3 clusters Score -4881936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -4881939.000000 Penalty: 5245.884766
	Iteration 34Q: 3 clusters Score -4881939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -4881940.500000 Penalty: 5245.884766
	Iteration 35Q: 3 clusters Score -4881940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -4881944.000000 Penalty: 5245.884766
	Iteration 36Q: 3 clusters Score -4881944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -4881950.500000 Penalty: 5245.884766
	Iteration 37Q: 3 clusters Score -4881950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -4881950.000000 Penalty: 5245.884766
	Iteration 38Q: 3 clusters Score -4881950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -4881945.500000 Penalty: 5245.884766
	Iteration 39Q: 3 clusters Score -4881946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -4881950.500000 Penalty: 5245.884766
	Iteration 40F: 3 clusters Score -4881950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -597221.312500 Penalty: 2117.951660
	Iteration 0F: 2 clusters Score -597221.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -592656.625000 Penalty: 4235.903320
	Iteration 0F: 3 clusters Score -592656.6 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -593778.937500 Penalty: 4235.903320
	Iteration 1F: 3 clusters Score -593778.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -594033.312500 Penalty: 4235.903320
	Iteration 2F: 3 clusters Score -594033.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -594276.500000 Penalty: 4235.903320
	Iteration 3F: 3 clusters Score -594276.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -594488.625000 Penalty: 4235.903320
	Iteration 4F: 3 clusters Score -594488.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -594692.000000 Penalty: 4235.903320
	Iteration 5Q: 3 clusters Score -594692 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -594932.187500 Penalty: 4235.903320
	Iteration 6F: 3 clusters Score -594932.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -595176.625000 Penalty: 4235.903320
	Iteration 7F: 3 clusters Score -595176.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -595349.062500 Penalty: 4235.903320
	Iteration 8Q: 3 clusters Score -595349.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -595472.312500 Penalty: 4235.903320
	Iteration 9Q: 3 clusters Score -595472.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -595561.312500 Penalty: 4235.903320
	Iteration 10Q: 3 clusters Score -595561.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -595622.250000 Penalty: 4235.903320
	Iteration 11Q: 3 clusters Score -595622.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -595675.937500 Penalty: 4235.903320
	Iteration 12Q: 3 clusters Score -595675.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -595716.187500 Penalty: 4235.903320
	Iteration 13Q: 3 clusters Score -595716.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -595737.187500 Penalty: 4235.903320
	Iteration 14Q: 3 clusters Score -595737.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -595755.437500 Penalty: 4235.903320
	Iteration 15Q: 3 clusters Score -595755.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -595779.000000 Penalty: 4235.903320
	Iteration 16Q: 3 clusters Score -595779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -595800.437500 Penalty: 4235.903320
	Iteration 17Q: 3 clusters Score -595800.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -595816.875000 Penalty: 4235.903320
	Iteration 18Q: 3 clusters Score -595816.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -595830.500000 Penalty: 4235.903320
	Iteration 19Q: 3 clusters Score -595830.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -595842.562500 Penalty: 4235.903320
	Iteration 20F: 3 clusters Score -595842.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -595854.000000 Penalty: 4235.903320
	Iteration 21Q: 3 clusters Score -595854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -595866.312500 Penalty: 4235.903320
	Iteration 22Q: 3 clusters Score -595866.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -595877.625000 Penalty: 4235.903320
	Iteration 23Q: 3 clusters Score -595877.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -595885.937500 Penalty: 4235.903320
	Iteration 24Q: 3 clusters Score -595885.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -595898.000000 Penalty: 4235.903320
	Iteration 25Q: 3 clusters Score -595898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -595906.937500 Penalty: 4235.903320
	Iteration 26Q: 3 clusters Score -595906.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -595912.375000 Penalty: 4235.903320
	Iteration 27Q: 3 clusters Score -595912.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -595915.750000 Penalty: 4235.903320
	Iteration 28Q: 3 clusters Score -595915.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -595917.687500 Penalty: 4235.903320
	Iteration 29Q: 3 clusters Score -595917.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -595920.062500 Penalty: 4235.903320
	Iteration 30Q: 3 clusters Score -595920.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -595922.062500 Penalty: 4235.903320
	Iteration 31Q: 3 clusters Score -595922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -595923.500000 Penalty: 4235.903320
	Iteration 32Q: 3 clusters Score -595923.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -595925.187500 Penalty: 4235.903320
	Iteration 33Q: 3 clusters Score -595925.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -595927.250000 Penalty: 4235.903320
	Iteration 34Q: 3 clusters Score -595927.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -595929.062500 Penalty: 4235.903320
	Iteration 35Q: 3 clusters Score -595929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -595930.000000 Penalty: 4235.903320
	Iteration 36Q: 3 clusters Score -595930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -595929.562500 Penalty: 4235.903320
	Iteration 37Q: 3 clusters Score -595929.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -595929.937500 Penalty: 4235.903320
	Iteration 38Q: 3 clusters Score -595929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -595933.375000 Penalty: 4235.903320
	Iteration 39Q: 3 clusters Score -595933.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -595935.500000 Penalty: 4235.903320
	Iteration 40F: 3 clusters Score -595935.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -595936.437500 Penalty: 4235.903320
	Iteration 41Q: 3 clusters Score -595936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -595937.875000 Penalty: 4235.903320
	Iteration 42Q: 3 clusters Score -595937.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -595938.437500 Penalty: 4235.903320
	Iteration 43Q: 3 clusters Score -595938.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -595940.000000 Penalty: 4235.903320
	Iteration 44Q: 3 clusters Score -595940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -595942.687500 Penalty: 4235.903320
	Iteration 45Q: 3 clusters Score -595942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -595941.937500 Penalty: 4235.903320
	Iteration 46Q: 3 clusters Score -595941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -595943.437500 Penalty: 4235.903320
	Iteration 47Q: 3 clusters Score -595943.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -595943.812500 Penalty: 4235.903320
	Iteration 48Q: 3 clusters Score -595943.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -595946.125000 Penalty: 4235.903320
	Iteration 49Q: 3 clusters Score -595946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -595946.500000 Penalty: 4235.903320
	Iteration 50Q: 3 clusters Score -595946.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -595948.312500 Penalty: 4235.903320
	Iteration 51Q: 3 clusters Score -595948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -595948.500000 Penalty: 4235.903320
	Iteration 52Q: 3 clusters Score -595948.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -595947.875000 Penalty: 4235.903320
	Iteration 53Q: 3 clusters Score -595947.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -595947.625000 Penalty: 4235.903320
	Iteration 54Q: 3 clusters Score -595947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -595948.125000 Penalty: 4235.903320
	Iteration 55Q: 3 clusters Score -595948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -595948.687500 Penalty: 4235.903320
	Iteration 56Q: 3 clusters Score -595948.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -595948.687500 Penalty: 4235.903320
	Iteration 57F: 3 clusters Score -595948.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -378413.125000 Penalty: 2004.435791
	Iteration 0F: 2 clusters Score -378413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -375048.937500 Penalty: 4008.871582
	Iteration 0F: 3 clusters Score -375048.9 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -375770.062500 Penalty: 4008.871582
	Iteration 1F: 3 clusters Score -375770.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -375972.125000 Penalty: 4008.871582
	Iteration 2F: 3 clusters Score -375972.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -376122.187500 Penalty: 4008.871582
	Iteration 3F: 3 clusters Score -376122.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -376259.500000 Penalty: 4008.871582
	Iteration 4Q: 3 clusters Score -376259.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -376401.000000 Penalty: 4008.871582
	Iteration 5Q: 3 clusters Score -376401 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -376538.437500 Penalty: 4008.871582
	Iteration 6Q: 3 clusters Score -376538.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -376650.968750 Penalty: 4008.871582
	Iteration 7Q: 3 clusters Score -376651 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -376739.406250 Penalty: 4008.871582
	Iteration 8Q: 3 clusters Score -376739.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -376793.312500 Penalty: 4008.871582
	Iteration 9Q: 3 clusters Score -376793.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -376843.125000 Penalty: 4008.871582
	Iteration 10Q: 3 clusters Score -376843.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -376880.406250 Penalty: 4008.871582
	Iteration 11Q: 3 clusters Score -376880.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -376905.656250 Penalty: 4008.871582
	Iteration 12Q: 3 clusters Score -376905.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -376923.750000 Penalty: 4008.871582
	Iteration 13Q: 3 clusters Score -376923.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -376941.312500 Penalty: 4008.871582
	Iteration 14Q: 3 clusters Score -376941.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -376957.312500 Penalty: 4008.871582
	Iteration 15Q: 3 clusters Score -376957.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -376969.000000 Penalty: 4008.871582
	Iteration 16Q: 3 clusters Score -376969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -376976.875000 Penalty: 4008.871582
	Iteration 17Q: 3 clusters Score -376976.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -376984.625000 Penalty: 4008.871582
	Iteration 18Q: 3 clusters Score -376984.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -376986.531250 Penalty: 4008.871582
	Iteration 19Q: 3 clusters Score -376986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -376988.531250 Penalty: 4008.871582
	Iteration 20F: 3 clusters Score -376988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -376991.031250 Penalty: 4008.871582
	Iteration 21Q: 3 clusters Score -376991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -376991.093750 Penalty: 4008.871582
	Iteration 22Q: 3 clusters Score -376991.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -376991.718750 Penalty: 4008.871582
	Iteration 23Q: 3 clusters Score -376991.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -376992.968750 Penalty: 4008.871582
	Iteration 24Q: 3 clusters Score -376993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -376995.125000 Penalty: 4008.871582
	Iteration 25Q: 3 clusters Score -376995.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -377001.031250 Penalty: 4008.871582
	Iteration 26Q: 3 clusters Score -377001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -377006.750000 Penalty: 4008.871582
	Iteration 27Q: 3 clusters Score -377006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -377010.625000 Penalty: 4008.871582
	Iteration 28Q: 3 clusters Score -377010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -377014.156250 Penalty: 4008.871582
	Iteration 29Q: 3 clusters Score -377014.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -377015.531250 Penalty: 4008.871582
	Iteration 30Q: 3 clusters Score -377015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -377016.437500 Penalty: 4008.871582
	Iteration 31Q: 3 clusters Score -377016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -377017.812500 Penalty: 4008.871582
	Iteration 32Q: 3 clusters Score -377017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -377017.812500 Penalty: 4008.871582
	Iteration 33F: 3 clusters Score -377017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -48775.851562 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -48775.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47578.453125 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -47578.45 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47964.710938 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -47964.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48120.906250 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -48120.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48239.125000 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -48239.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48317.003906 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -48317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48342.074219 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -48342.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48357.656250 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -48357.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48363.199219 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -48363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48370.550781 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -48370.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -48376.421875 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -48376.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48379.933594 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -48379.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48379.933594 Penalty: 2993.598877
	Iteration 11F: 3 clusters Score -48379.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1533711.125000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1533711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1524830.375000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1524830 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1527392.875000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1527393 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1527678.500000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1527678 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1527885.125000 Penalty: 4651.012207
	Iteration 3Q: 3 clusters Score -1527885 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1528049.125000 Penalty: 4651.012207
	Iteration 4Q: 3 clusters Score -1528049 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1528171.875000 Penalty: 4651.012207
	Iteration 5Q: 3 clusters Score -1528172 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1528271.625000 Penalty: 4651.012207
	Iteration 6Q: 3 clusters Score -1528272 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1528356.375000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1528356 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1528441.125000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1528441 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1528515.000000 Penalty: 4651.012207
	Iteration 9Q: 3 clusters Score -1528515 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1528589.375000 Penalty: 4651.012207
	Iteration 10Q: 3 clusters Score -1528589 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1528658.000000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1528658 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1528736.750000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1528737 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1528825.625000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1528826 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1528931.750000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1528932 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1529054.750000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1529055 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1529199.500000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1529200 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1529378.125000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1529378 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1529586.125000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1529586 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1529788.125000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1529788 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1529983.750000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1529984 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1530180.750000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1530181 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1530362.625000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1530363 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1530544.375000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1530544 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1530720.375000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1530720 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1530862.375000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1530862 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1530977.750000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1530978 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1531061.750000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1531062 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1531124.875000 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -1531125 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1531173.000000 Penalty: 4651.012207
	Iteration 29Q: 3 clusters Score -1531173 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1531204.875000 Penalty: 4651.012207
	Iteration 30Q: 3 clusters Score -1531205 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1531223.000000 Penalty: 4651.012207
	Iteration 31Q: 3 clusters Score -1531223 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1531243.625000 Penalty: 4651.012207
	Iteration 32Q: 3 clusters Score -1531244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1531260.000000 Penalty: 4651.012207
	Iteration 33Q: 3 clusters Score -1531260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1531275.250000 Penalty: 4651.012207
	Iteration 34Q: 3 clusters Score -1531275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1531293.500000 Penalty: 4651.012207
	Iteration 35Q: 3 clusters Score -1531294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1531304.875000 Penalty: 4651.012207
	Iteration 36Q: 3 clusters Score -1531305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1531322.750000 Penalty: 4651.012207
	Iteration 37Q: 3 clusters Score -1531323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1531342.375000 Penalty: 4651.012207
	Iteration 38Q: 3 clusters Score -1531342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1531351.250000 Penalty: 4651.012207
	Iteration 39Q: 3 clusters Score -1531351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1531364.750000 Penalty: 4651.012207
	Iteration 40F: 3 clusters Score -1531365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1531372.375000 Penalty: 4651.012207
	Iteration 41Q: 3 clusters Score -1531372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1531377.625000 Penalty: 4651.012207
	Iteration 42Q: 3 clusters Score -1531378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1531389.500000 Penalty: 4651.012207
	Iteration 43Q: 3 clusters Score -1531390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1531399.250000 Penalty: 4651.012207
	Iteration 44Q: 3 clusters Score -1531399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1531407.375000 Penalty: 4651.012207
	Iteration 45Q: 3 clusters Score -1531407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1531414.375000 Penalty: 4651.012207
	Iteration 46Q: 3 clusters Score -1531414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1531430.125000 Penalty: 4651.012207
	Iteration 47Q: 3 clusters Score -1531430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1531439.500000 Penalty: 4651.012207
	Iteration 48Q: 3 clusters Score -1531440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1531443.875000 Penalty: 4651.012207
	Iteration 49Q: 3 clusters Score -1531444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1531453.625000 Penalty: 4651.012207
	Iteration 50Q: 3 clusters Score -1531454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1531461.125000 Penalty: 4651.012207
	Iteration 51Q: 3 clusters Score -1531461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1531474.750000 Penalty: 4651.012207
	Iteration 52Q: 3 clusters Score -1531475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1531483.875000 Penalty: 4651.012207
	Iteration 53Q: 3 clusters Score -1531484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1531498.125000 Penalty: 4651.012207
	Iteration 54Q: 3 clusters Score -1531498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1531506.500000 Penalty: 4651.012207
	Iteration 55Q: 3 clusters Score -1531506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1531519.500000 Penalty: 4651.012207
	Iteration 56Q: 3 clusters Score -1531520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1531534.875000 Penalty: 4651.012207
	Iteration 57Q: 3 clusters Score -1531535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1531534.375000 Penalty: 4651.012207
	Iteration 58Q: 3 clusters Score -1531534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1531543.375000 Penalty: 4651.012207
	Iteration 59Q: 3 clusters Score -1531543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1531543.625000 Penalty: 4651.012207
	Iteration 60F: 3 clusters Score -1531544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1531544.875000 Penalty: 4651.012207
	Iteration 61Q: 3 clusters Score -1531545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1531548.625000 Penalty: 4651.012207
	Iteration 62Q: 3 clusters Score -1531549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1531550.250000 Penalty: 4651.012207
	Iteration 63Q: 3 clusters Score -1531550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1531552.250000 Penalty: 4651.012207
	Iteration 64Q: 3 clusters Score -1531552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1531559.000000 Penalty: 4651.012207
	Iteration 65Q: 3 clusters Score -1531559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1531566.125000 Penalty: 4651.012207
	Iteration 66Q: 3 clusters Score -1531566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1531571.625000 Penalty: 4651.012207
	Iteration 67Q: 3 clusters Score -1531572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1531581.500000 Penalty: 4651.012207
	Iteration 68Q: 3 clusters Score -1531582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1531583.625000 Penalty: 4651.012207
	Iteration 69Q: 3 clusters Score -1531584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1531587.125000 Penalty: 4651.012207
	Iteration 70Q: 3 clusters Score -1531587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1531596.375000 Penalty: 4651.012207
	Iteration 71Q: 3 clusters Score -1531596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1531604.000000 Penalty: 4651.012207
	Iteration 72Q: 3 clusters Score -1531604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1531607.375000 Penalty: 4651.012207
	Iteration 73Q: 3 clusters Score -1531607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1531611.250000 Penalty: 4651.012207
	Iteration 74Q: 3 clusters Score -1531611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1531612.875000 Penalty: 4651.012207
	Iteration 75Q: 3 clusters Score -1531613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1531617.750000 Penalty: 4651.012207
	Iteration 76Q: 3 clusters Score -1531618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1531618.625000 Penalty: 4651.012207
	Iteration 77Q: 3 clusters Score -1531619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1531617.375000 Penalty: 4651.012207
	Iteration 78Q: 3 clusters Score -1531617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1531618.500000 Penalty: 4651.012207
	Iteration 79Q: 3 clusters Score -1531618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1531620.750000 Penalty: 4651.012207
	Iteration 80F: 3 clusters Score -1531621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1531622.375000 Penalty: 4651.012207
	Iteration 81Q: 3 clusters Score -1531622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1531624.125000 Penalty: 4651.012207
	Iteration 82Q: 3 clusters Score -1531624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1531623.500000 Penalty: 4651.012207
	Iteration 83Q: 3 clusters Score -1531624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1531623.750000 Penalty: 4651.012207
	Iteration 84Q: 3 clusters Score -1531624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1531624.875000 Penalty: 4651.012207
	Iteration 85Q: 3 clusters Score -1531625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1531627.000000 Penalty: 4651.012207
	Iteration 86Q: 3 clusters Score -1531627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1531627.375000 Penalty: 4651.012207
	Iteration 87Q: 3 clusters Score -1531627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1531633.000000 Penalty: 4651.012207
	Iteration 88Q: 3 clusters Score -1531633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1531633.375000 Penalty: 4651.012207
	Iteration 89Q: 3 clusters Score -1531633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1531634.500000 Penalty: 4651.012207
	Iteration 90Q: 3 clusters Score -1531634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1531636.125000 Penalty: 4651.012207
	Iteration 91Q: 3 clusters Score -1531636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1531636.125000 Penalty: 4651.012207
	Iteration 92F: 3 clusters Score -1531636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -711658.812500 Penalty: 2150.691650
	Iteration 0F: 2 clusters Score -711658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -706664.125000 Penalty: 4301.383301
	Iteration 0F: 3 clusters Score -706664.1 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -707934.937500 Penalty: 4301.383301
	Iteration 1F: 3 clusters Score -707934.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -708266.875000 Penalty: 4301.383301
	Iteration 2F: 3 clusters Score -708266.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -708536.000000 Penalty: 4301.383301
	Iteration 3F: 3 clusters Score -708536 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -708763.750000 Penalty: 4301.383301
	Iteration 4F: 3 clusters Score -708763.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -708951.250000 Penalty: 4301.383301
	Iteration 5Q: 3 clusters Score -708951.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -709128.312500 Penalty: 4301.383301
	Iteration 6Q: 3 clusters Score -709128.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -709290.500000 Penalty: 4301.383301
	Iteration 7Q: 3 clusters Score -709290.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -709459.500000 Penalty: 4301.383301
	Iteration 8Q: 3 clusters Score -709459.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -709597.937500 Penalty: 4301.383301
	Iteration 9Q: 3 clusters Score -709597.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -709700.625000 Penalty: 4301.383301
	Iteration 10Q: 3 clusters Score -709700.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -709774.812500 Penalty: 4301.383301
	Iteration 11Q: 3 clusters Score -709774.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -709834.375000 Penalty: 4301.383301
	Iteration 12Q: 3 clusters Score -709834.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -709893.625000 Penalty: 4301.383301
	Iteration 13Q: 3 clusters Score -709893.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -709946.375000 Penalty: 4301.383301
	Iteration 14Q: 3 clusters Score -709946.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -709990.437500 Penalty: 4301.383301
	Iteration 15Q: 3 clusters Score -709990.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -710025.812500 Penalty: 4301.383301
	Iteration 16Q: 3 clusters Score -710025.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -710047.437500 Penalty: 4301.383301
	Iteration 17Q: 3 clusters Score -710047.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -710072.187500 Penalty: 4301.383301
	Iteration 18Q: 3 clusters Score -710072.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -710087.500000 Penalty: 4301.383301
	Iteration 19Q: 3 clusters Score -710087.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -710092.000000 Penalty: 4301.383301
	Iteration 20F: 3 clusters Score -710092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -710100.562500 Penalty: 4301.383301
	Iteration 21Q: 3 clusters Score -710100.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -710109.937500 Penalty: 4301.383301
	Iteration 22Q: 3 clusters Score -710109.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -710118.375000 Penalty: 4301.383301
	Iteration 23Q: 3 clusters Score -710118.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -710126.062500 Penalty: 4301.383301
	Iteration 24Q: 3 clusters Score -710126.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -710133.125000 Penalty: 4301.383301
	Iteration 25Q: 3 clusters Score -710133.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -710141.125000 Penalty: 4301.383301
	Iteration 26Q: 3 clusters Score -710141.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -710145.937500 Penalty: 4301.383301
	Iteration 27Q: 3 clusters Score -710145.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -710152.250000 Penalty: 4301.383301
	Iteration 28Q: 3 clusters Score -710152.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -710154.937500 Penalty: 4301.383301
	Iteration 29Q: 3 clusters Score -710154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -710155.625000 Penalty: 4301.383301
	Iteration 30Q: 3 clusters Score -710155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -710156.437500 Penalty: 4301.383301
	Iteration 31Q: 3 clusters Score -710156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -710157.875000 Penalty: 4301.383301
	Iteration 32Q: 3 clusters Score -710157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -710157.125000 Penalty: 4301.383301
	Iteration 33Q: 3 clusters Score -710157.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -710157.125000 Penalty: 4301.383301
	Iteration 34F: 3 clusters Score -710157.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -317040.937500 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -317040.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -313950.375000 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -313950.4 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -314527.937500 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -314527.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -314721.187500 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -314721.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -314871.187500 Penalty: 3917.059082
	Iteration 3F: 3 clusters Score -314871.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -314982.562500 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -314982.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -315128.000000 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -315128 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -315286.437500 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -315286.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -315474.187500 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -315474.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -315669.375000 Penalty: 3917.059082
	Iteration 8F: 3 clusters Score -315669.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -315852.093750 Penalty: 3917.059082
	Iteration 9F: 3 clusters Score -315852.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -316010.562500 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -316010.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -316130.812500 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -316130.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -316222.718750 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -316222.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -316282.343750 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -316282.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -316322.531250 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -316322.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -316346.781250 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -316346.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -316359.968750 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -316360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -316372.093750 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -316372.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -316381.656250 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -316381.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -316387.406250 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -316387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -316390.156250 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -316390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -316391.750000 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -316391.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -316393.781250 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -316393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -316397.156250 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -316397.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -316400.125000 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -316400.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -316403.125000 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -316403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -316403.187500 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -316403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -316405.062500 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -316405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -316405.062500 Penalty: 3917.059082
	Iteration 28F: 3 clusters Score -316405.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -264906.000000 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -264906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -262133.171875 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -262133.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -262690.406250 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -262690.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -262859.687500 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -262859.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -262973.937500 Penalty: 3822.926025
	Iteration 3F: 3 clusters Score -262973.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -263056.875000 Penalty: 3822.926025
	Iteration 4Q: 3 clusters Score -263056.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -263145.531250 Penalty: 3822.926025
	Iteration 5Q: 3 clusters Score -263145.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -263237.937500 Penalty: 3822.926025
	Iteration 6Q: 3 clusters Score -263237.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -263315.781250 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -263315.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -263381.781250 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -263381.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -263437.562500 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -263437.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -263491.125000 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -263491.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -263535.750000 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -263535.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -263589.000000 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -263589 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -263638.406250 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -263638.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -263666.593750 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -263666.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -263685.906250 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -263685.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -263702.375000 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -263702.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -263713.187500 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -263713.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -263718.906250 Penalty: 3822.926025
	Iteration 18Q: 3 clusters Score -263718.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -263723.562500 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -263723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -263727.750000 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -263727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -263731.125000 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -263731.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -263733.031250 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -263733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -263737.250000 Penalty: 3822.926025
	Iteration 23Q: 3 clusters Score -263737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -263742.218750 Penalty: 3822.926025
	Iteration 24Q: 3 clusters Score -263742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -263743.343750 Penalty: 3822.926025
	Iteration 25Q: 3 clusters Score -263743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -263743.343750 Penalty: 3822.926025
	Iteration 26F: 3 clusters Score -263743.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Entering Unmasked Estep 
Score: -2191345.000000 Penalty: 2428.373535
	Iteration 0F: 2 clusters Score -2191345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2178628.250000 Penalty: 4856.747070
	Iteration 0F: 3 clusters Score -2178628 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2182812.250000 Penalty: 4856.747070
	Iteration 1F: 3 clusters Score -2182812 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2183234.000000 Penalty: 4856.747070
	Iteration 2F: 3 clusters Score -2183234 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2183571.500000 Penalty: 4856.747070
	Iteration 3Q: 3 clusters Score -2183572 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2183861.500000 Penalty: 4856.747070
	Iteration 4Q: 3 clusters Score -2183862 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2184210.500000 Penalty: 4856.747070
	Iteration 5Q: 3 clusters Score -2184210 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2184611.000000 Penalty: 4856.747070
	Iteration 6Q: 3 clusters Score -2184611 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2185084.250000 Penalty: 4856.747070
	Iteration 7Q: 3 clusters Score -2185084 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2185655.250000 Penalty: 4856.747070
	Iteration 8Q: 3 clusters Score -2185655 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2186396.250000 Penalty: 4856.747070
	Iteration 9F: 3 clusters Score -2186396 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2187204.750000 Penalty: 4856.747070
	Iteration 10F: 3 clusters Score -2187205 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2187958.750000 Penalty: 4856.747070
	Iteration 11F: 3 clusters Score -2187959 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2188511.750000 Penalty: 4856.747070
	Iteration 12Q: 3 clusters Score -2188512 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2188923.500000 Penalty: 4856.747070
	Iteration 13Q: 3 clusters Score -2188924 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2189226.750000 Penalty: 4856.747070
	Iteration 14Q: 3 clusters Score -2189227 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2189408.750000 Penalty: 4856.747070
	Iteration 15Q: 3 clusters Score -2189409 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2189539.250000 Penalty: 4856.747070
	Iteration 16Q: 3 clusters Score -2189539 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2189606.250000 Penalty: 4856.747070
	Iteration 17Q: 3 clusters Score -2189606 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2189643.500000 Penalty: 4856.747070
	Iteration 18Q: 3 clusters Score -2189644 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2189663.000000 Penalty: 4856.747070
	Iteration 19Q: 3 clusters Score -2189663 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2189681.500000 Penalty: 4856.747070
	Iteration 20F: 3 clusters Score -2189682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2189690.000000 Penalty: 4856.747070
	Iteration 21Q: 3 clusters Score -2189690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2189690.500000 Penalty: 4856.747070
	Iteration 22Q: 3 clusters Score -2189690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2189697.750000 Penalty: 4856.747070
	Iteration 23Q: 3 clusters Score -2189698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2189699.000000 Penalty: 4856.747070
	Iteration 24Q: 3 clusters Score -2189699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2189700.250000 Penalty: 4856.747070
	Iteration 25Q: 3 clusters Score -2189700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2189701.000000 Penalty: 4856.747070
	Iteration 26Q: 3 clusters Score -2189701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2189705.250000 Penalty: 4856.747070
	Iteration 27Q: 3 clusters Score -2189705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2189711.000000 Penalty: 4856.747070
	Iteration 28Q: 3 clusters Score -2189711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2189711.500000 Penalty: 4856.747070
	Iteration 29Q: 3 clusters Score -2189712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2189710.500000 Penalty: 4856.747070
	Iteration 30Q: 3 clusters Score -2189710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2189713.250000 Penalty: 4856.747070
	Iteration 31Q: 3 clusters Score -2189713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2189714.000000 Penalty: 4856.747070
	Iteration 32Q: 3 clusters Score -2189714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2189714.000000 Penalty: 4856.747070
	Iteration 33Q: 3 clusters Score -2189714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2189714.750000 Penalty: 4856.747070
	Iteration 34Q: 3 clusters Score -2189715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2189715.000000 Penalty: 4856.747070
	Iteration 35Q: 3 clusters Score -2189715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2189713.000000 Penalty: 4856.747070
	Iteration 36Q: 3 clusters Score -2189713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2189712.250000 Penalty: 4856.747070
	Iteration 37Q: 3 clusters Score -2189712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2189713.000000 Penalty: 4856.747070
	Iteration 38Q: 3 clusters Score -2189713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2189712.250000 Penalty: 4856.747070
	Iteration 39Q: 3 clusters Score -2189712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2189709.750000 Penalty: 4856.747070
	Iteration 40F: 3 clusters Score -2189710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2189710.500000 Penalty: 4856.747070
	Iteration 41Q: 3 clusters Score -2189710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2189710.500000 Penalty: 4856.747070
	Iteration 42F: 3 clusters Score -2189710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -686948.875000 Penalty: 2143.318848
	Iteration 0F: 2 clusters Score -686948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -681968.625000 Penalty: 4286.637695
	Iteration 0F: 3 clusters Score -681968.6 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -683149.000000 Penalty: 4286.637695
	Iteration 1F: 3 clusters Score -683149 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -683395.750000 Penalty: 4286.637695
	Iteration 2F: 3 clusters Score -683395.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -683545.875000 Penalty: 4286.637695
	Iteration 3F: 3 clusters Score -683545.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -683651.312500 Penalty: 4286.637695
	Iteration 4Q: 3 clusters Score -683651.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -683719.625000 Penalty: 4286.637695
	Iteration 5Q: 3 clusters Score -683719.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -683779.937500 Penalty: 4286.637695
	Iteration 6Q: 3 clusters Score -683779.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -683847.000000 Penalty: 4286.637695
	Iteration 7Q: 3 clusters Score -683847 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -683914.187500 Penalty: 4286.637695
	Iteration 8Q: 3 clusters Score -683914.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -683984.812500 Penalty: 4286.637695
	Iteration 9Q: 3 clusters Score -683984.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -684036.312500 Penalty: 4286.637695
	Iteration 10Q: 3 clusters Score -684036.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -684082.875000 Penalty: 4286.637695
	Iteration 11Q: 3 clusters Score -684082.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -684125.500000 Penalty: 4286.637695
	Iteration 12Q: 3 clusters Score -684125.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -684172.437500 Penalty: 4286.637695
	Iteration 13Q: 3 clusters Score -684172.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -684218.875000 Penalty: 4286.637695
	Iteration 14Q: 3 clusters Score -684218.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -684282.062500 Penalty: 4286.637695
	Iteration 15Q: 3 clusters Score -684282.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -684353.750000 Penalty: 4286.637695
	Iteration 16Q: 3 clusters Score -684353.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -684410.125000 Penalty: 4286.637695
	Iteration 17Q: 3 clusters Score -684410.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -684471.250000 Penalty: 4286.637695
	Iteration 18Q: 3 clusters Score -684471.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -684524.500000 Penalty: 4286.637695
	Iteration 19Q: 3 clusters Score -684524.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -684575.687500 Penalty: 4286.637695
	Iteration 20F: 3 clusters Score -684575.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -684626.500000 Penalty: 4286.637695
	Iteration 21Q: 3 clusters Score -684626.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -684677.375000 Penalty: 4286.637695
	Iteration 22Q: 3 clusters Score -684677.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -684718.687500 Penalty: 4286.637695
	Iteration 23Q: 3 clusters Score -684718.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -684762.187500 Penalty: 4286.637695
	Iteration 24Q: 3 clusters Score -684762.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -684804.812500 Penalty: 4286.637695
	Iteration 25Q: 3 clusters Score -684804.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -684848.625000 Penalty: 4286.637695
	Iteration 26Q: 3 clusters Score -684848.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -684896.687500 Penalty: 4286.637695
	Iteration 27Q: 3 clusters Score -684896.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -684938.625000 Penalty: 4286.637695
	Iteration 28Q: 3 clusters Score -684938.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -684980.875000 Penalty: 4286.637695
	Iteration 29Q: 3 clusters Score -684980.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -685022.437500 Penalty: 4286.637695
	Iteration 30Q: 3 clusters Score -685022.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -685060.000000 Penalty: 4286.637695
	Iteration 31Q: 3 clusters Score -685060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -685088.687500 Penalty: 4286.637695
	Iteration 32Q: 3 clusters Score -685088.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -685109.875000 Penalty: 4286.637695
	Iteration 33Q: 3 clusters Score -685109.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -685136.312500 Penalty: 4286.637695
	Iteration 34Q: 3 clusters Score -685136.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -685152.250000 Penalty: 4286.637695
	Iteration 35Q: 3 clusters Score -685152.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -685176.750000 Penalty: 4286.637695
	Iteration 36Q: 3 clusters Score -685176.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -685193.625000 Penalty: 4286.637695
	Iteration 37Q: 3 clusters Score -685193.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -685208.750000 Penalty: 4286.637695
	Iteration 38Q: 3 clusters Score -685208.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -685221.687500 Penalty: 4286.637695
	Iteration 39Q: 3 clusters Score -685221.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -685233.500000 Penalty: 4286.637695
	Iteration 40F: 3 clusters Score -685233.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -685244.562500 Penalty: 4286.637695
	Iteration 41Q: 3 clusters Score -685244.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -685255.000000 Penalty: 4286.637695
	Iteration 42Q: 3 clusters Score -685255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -685259.125000 Penalty: 4286.637695
	Iteration 43Q: 3 clusters Score -685259.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -685262.812500 Penalty: 4286.637695
	Iteration 44Q: 3 clusters Score -685262.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -685266.312500 Penalty: 4286.637695
	Iteration 45Q: 3 clusters Score -685266.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -685269.250000 Penalty: 4286.637695
	Iteration 46Q: 3 clusters Score -685269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -685269.937500 Penalty: 4286.637695
	Iteration 47Q: 3 clusters Score -685269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -685270.250000 Penalty: 4286.637695
	Iteration 48Q: 3 clusters Score -685270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -685270.375000 Penalty: 4286.637695
	Iteration 49Q: 3 clusters Score -685270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -685270.437500 Penalty: 4286.637695
	Iteration 50Q: 3 clusters Score -685270.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -685274.562500 Penalty: 4286.637695
	Iteration 51Q: 3 clusters Score -685274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -685275.937500 Penalty: 4286.637695
	Iteration 52Q: 3 clusters Score -685275.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -685276.812500 Penalty: 4286.637695
	Iteration 53Q: 3 clusters Score -685276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -685276.812500 Penalty: 4286.637695
	Iteration 54F: 3 clusters Score -685276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (69440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Entering Unmasked Estep 
Score: -7792004.000000 Penalty: 2764.758057
	Iteration 0F: 2 clusters Score -7792004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -7745459.500000 Penalty: 5529.516113
	Iteration 0F: 3 clusters Score -7745460 nChanged 32445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -7763993.000000 Penalty: 5529.516113
	Iteration 1F: 3 clusters Score -7763993 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -7765060.500000 Penalty: 5529.516113
	Iteration 2Q: 3 clusters Score -7765060 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -7766282.500000 Penalty: 5529.516113
	Iteration 3Q: 3 clusters Score -7766282 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -7767792.500000 Penalty: 5529.516113
	Iteration 4Q: 3 clusters Score -7767792 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -7769704.000000 Penalty: 5529.516113
	Iteration 5F: 3 clusters Score -7769704 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -7771909.500000 Penalty: 5529.516113
	Iteration 6F: 3 clusters Score -7771910 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -7774172.000000 Penalty: 5529.516113
	Iteration 7F: 3 clusters Score -7774172 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -7776400.500000 Penalty: 5529.516113
	Iteration 8F: 3 clusters Score -7776400 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -7778568.500000 Penalty: 5529.516113
	Iteration 9Q: 3 clusters Score -7778568 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -7780339.000000 Penalty: 5529.516113
	Iteration 10Q: 3 clusters Score -7780339 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -7781677.000000 Penalty: 5529.516113
	Iteration 11Q: 3 clusters Score -7781677 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -7782544.500000 Penalty: 5529.516113
	Iteration 12Q: 3 clusters Score -7782544 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -7783221.000000 Penalty: 5529.516113
	Iteration 13Q: 3 clusters Score -7783221 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -7783731.500000 Penalty: 5529.516113
	Iteration 14Q: 3 clusters Score -7783732 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -7784266.500000 Penalty: 5529.516113
	Iteration 15Q: 3 clusters Score -7784266 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -7784786.500000 Penalty: 5529.516113
	Iteration 16Q: 3 clusters Score -7784786 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -7785261.500000 Penalty: 5529.516113
	Iteration 17Q: 3 clusters Score -7785262 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -7785813.000000 Penalty: 5529.516113
	Iteration 18Q: 3 clusters Score -7785813 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -7786344.000000 Penalty: 5529.516113
	Iteration 19Q: 3 clusters Score -7786344 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -7786728.000000 Penalty: 5529.516113
	Iteration 20F: 3 clusters Score -7786728 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -7787097.000000 Penalty: 5529.516113
	Iteration 21Q: 3 clusters Score -7787097 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60867 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -7787427.500000 Penalty: 5529.516113
	Iteration 22Q: 3 clusters Score -7787428 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -7787728.000000 Penalty: 5529.516113
	Iteration 23Q: 3 clusters Score -7787728 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -7787983.500000 Penalty: 5529.516113
	Iteration 24Q: 3 clusters Score -7787984 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -7788285.500000 Penalty: 5529.516113
	Iteration 25Q: 3 clusters Score -7788286 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -7788560.000000 Penalty: 5529.516113
	Iteration 26Q: 3 clusters Score -7788560 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -7788796.000000 Penalty: 5529.516113
	Iteration 27Q: 3 clusters Score -7788796 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -7789010.500000 Penalty: 5529.516113
	Iteration 28Q: 3 clusters Score -7789010 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -7789208.500000 Penalty: 5529.516113
	Iteration 29Q: 3 clusters Score -7789208 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -7789329.000000 Penalty: 5529.516113
	Iteration 30Q: 3 clusters Score -7789329 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -7789428.500000 Penalty: 5529.516113
	Iteration 31Q: 3 clusters Score -7789428 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -7789510.500000 Penalty: 5529.516113
	Iteration 32Q: 3 clusters Score -7789510 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66132 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -7789598.000000 Penalty: 5529.516113
	Iteration 33Q: 3 clusters Score -7789598 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -7789629.000000 Penalty: 5529.516113
	Iteration 34Q: 3 clusters Score -7789629 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -7789697.000000 Penalty: 5529.516113
	Iteration 35Q: 3 clusters Score -7789697 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -7789756.000000 Penalty: 5529.516113
	Iteration 36Q: 3 clusters Score -7789756 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7789796.000000 Penalty: 5529.516113
	Iteration 37Q: 3 clusters Score -7789796 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -7789808.500000 Penalty: 5529.516113
	Iteration 38Q: 3 clusters Score -7789808 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66870 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7789813.500000 Penalty: 5529.516113
	Iteration 39Q: 3 clusters Score -7789814 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66931 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -7789823.000000 Penalty: 5529.516113
	Iteration 40F: 3 clusters Score -7789823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7789818.000000 Penalty: 5529.516113
	Iteration 41Q: 3 clusters Score -7789818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67030 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7789840.000000 Penalty: 5529.516113
	Iteration 42Q: 3 clusters Score -7789840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7789867.500000 Penalty: 5529.516113
	Iteration 43Q: 3 clusters Score -7789868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67114 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7789866.500000 Penalty: 5529.516113
	Iteration 44Q: 3 clusters Score -7789866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7789890.000000 Penalty: 5529.516113
	Iteration 45Q: 3 clusters Score -7789890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7789913.500000 Penalty: 5529.516113
	Iteration 46Q: 3 clusters Score -7789914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7789914.500000 Penalty: 5529.516113
	Iteration 47Q: 3 clusters Score -7789914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67280 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -7789915.500000 Penalty: 5529.516113
	Iteration 48Q: 3 clusters Score -7789916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7789938.500000 Penalty: 5529.516113
	Iteration 49Q: 3 clusters Score -7789938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67335 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7789947.500000 Penalty: 5529.516113
	Iteration 50Q: 3 clusters Score -7789948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7789953.000000 Penalty: 5529.516113
	Iteration 51Q: 3 clusters Score -7789953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7789946.500000 Penalty: 5529.516113
	Iteration 52Q: 3 clusters Score -7789946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7789957.000000 Penalty: 5529.516113
	Iteration 53Q: 3 clusters Score -7789957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7789972.000000 Penalty: 5529.516113
	Iteration 54Q: 3 clusters Score -7789972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7789974.000000 Penalty: 5529.516113
	Iteration 55Q: 3 clusters Score -7789974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7789969.000000 Penalty: 5529.516113
	Iteration 56Q: 3 clusters Score -7789969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67479 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7789963.000000 Penalty: 5529.516113
	Iteration 57Q: 3 clusters Score -7789963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7789974.500000 Penalty: 5529.516113
	Iteration 58Q: 3 clusters Score -7789974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67506 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7789973.500000 Penalty: 5529.516113
	Iteration 59Q: 3 clusters Score -7789974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7789982.500000 Penalty: 5529.516113
	Iteration 60F: 3 clusters Score -7789982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7789991.000000 Penalty: 5529.516113
	Iteration 61Q: 3 clusters Score -7789991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7789988.000000 Penalty: 5529.516113
	Iteration 62Q: 3 clusters Score -7789988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7790006.000000 Penalty: 5529.516113
	Iteration 63Q: 3 clusters Score -7790006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7790014.500000 Penalty: 5529.516113
	Iteration 64Q: 3 clusters Score -7790014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7790021.000000 Penalty: 5529.516113
	Iteration 65Q: 3 clusters Score -7790021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7790021.000000 Penalty: 5529.516113
	Iteration 66Q: 3 clusters Score -7790021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7790024.500000 Penalty: 5529.516113
	Iteration 67Q: 3 clusters Score -7790024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7790039.000000 Penalty: 5529.516113
	Iteration 68Q: 3 clusters Score -7790039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7790042.500000 Penalty: 5529.516113
	Iteration 69Q: 3 clusters Score -7790042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7790041.000000 Penalty: 5529.516113
	Iteration 70Q: 3 clusters Score -7790041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7790041.500000 Penalty: 5529.516113
	Iteration 71Q: 3 clusters Score -7790042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -7790047.000000 Penalty: 5529.516113
	Iteration 72Q: 3 clusters Score -7790047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7790043.500000 Penalty: 5529.516113
	Iteration 73Q: 3 clusters Score -7790044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7790044.000000 Penalty: 5529.516113
	Iteration 74Q: 3 clusters Score -7790044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7790043.500000 Penalty: 5529.516113
	Iteration 75Q: 3 clusters Score -7790044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7790048.000000 Penalty: 5529.516113
	Iteration 76Q: 3 clusters Score -7790048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7790048.000000 Penalty: 5529.516113
	Iteration 77F: 3 clusters Score -7790048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -621044.562500 Penalty: 2154.276611
	Iteration 0F: 2 clusters Score -621044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -615980.625000 Penalty: 4308.553223
	Iteration 0F: 3 clusters Score -615980.6 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -617496.750000 Penalty: 4308.553223
	Iteration 1F: 3 clusters Score -617496.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -618005.062500 Penalty: 4308.553223
	Iteration 2F: 3 clusters Score -618005.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -618430.250000 Penalty: 4308.553223
	Iteration 3F: 3 clusters Score -618430.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -618730.687500 Penalty: 4308.553223
	Iteration 4F: 3 clusters Score -618730.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -618965.500000 Penalty: 4308.553223
	Iteration 5F: 3 clusters Score -618965.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -619173.937500 Penalty: 4308.553223
	Iteration 6Q: 3 clusters Score -619173.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -619341.125000 Penalty: 4308.553223
	Iteration 7Q: 3 clusters Score -619341.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -619452.500000 Penalty: 4308.553223
	Iteration 8Q: 3 clusters Score -619452.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -619526.062500 Penalty: 4308.553223
	Iteration 9Q: 3 clusters Score -619526.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -619584.625000 Penalty: 4308.553223
	Iteration 10Q: 3 clusters Score -619584.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -619630.687500 Penalty: 4308.553223
	Iteration 11Q: 3 clusters Score -619630.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -619670.812500 Penalty: 4308.553223
	Iteration 12Q: 3 clusters Score -619670.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -619707.750000 Penalty: 4308.553223
	Iteration 13Q: 3 clusters Score -619707.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -619734.625000 Penalty: 4308.553223
	Iteration 14Q: 3 clusters Score -619734.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -619766.937500 Penalty: 4308.553223
	Iteration 15Q: 3 clusters Score -619766.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -619787.187500 Penalty: 4308.553223
	Iteration 16Q: 3 clusters Score -619787.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -619802.375000 Penalty: 4308.553223
	Iteration 17Q: 3 clusters Score -619802.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -619811.937500 Penalty: 4308.553223
	Iteration 18Q: 3 clusters Score -619811.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -619821.375000 Penalty: 4308.553223
	Iteration 19Q: 3 clusters Score -619821.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -619830.562500 Penalty: 4308.553223
	Iteration 20F: 3 clusters Score -619830.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -619836.000000 Penalty: 4308.553223
	Iteration 21Q: 3 clusters Score -619836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -619842.812500 Penalty: 4308.553223
	Iteration 22Q: 3 clusters Score -619842.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -619847.312500 Penalty: 4308.553223
	Iteration 23Q: 3 clusters Score -619847.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -619853.312500 Penalty: 4308.553223
	Iteration 24Q: 3 clusters Score -619853.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -619856.750000 Penalty: 4308.553223
	Iteration 25Q: 3 clusters Score -619856.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -619861.812500 Penalty: 4308.553223
	Iteration 26Q: 3 clusters Score -619861.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -619867.625000 Penalty: 4308.553223
	Iteration 27Q: 3 clusters Score -619867.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -619869.750000 Penalty: 4308.553223
	Iteration 28Q: 3 clusters Score -619869.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -619873.937500 Penalty: 4308.553223
	Iteration 29Q: 3 clusters Score -619873.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -619876.937500 Penalty: 4308.553223
	Iteration 30Q: 3 clusters Score -619876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -619878.312500 Penalty: 4308.553223
	Iteration 31Q: 3 clusters Score -619878.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -619877.625000 Penalty: 4308.553223
	Iteration 32Q: 3 clusters Score -619877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -619879.062500 Penalty: 4308.553223
	Iteration 33Q: 3 clusters Score -619879.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -619878.937500 Penalty: 4308.553223
	Iteration 34Q: 3 clusters Score -619878.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -619882.500000 Penalty: 4308.553223
	Iteration 35Q: 3 clusters Score -619882.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -619884.250000 Penalty: 4308.553223
	Iteration 36Q: 3 clusters Score -619884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -619884.437500 Penalty: 4308.553223
	Iteration 37Q: 3 clusters Score -619884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -619884.187500 Penalty: 4308.553223
	Iteration 38Q: 3 clusters Score -619884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -619884.187500 Penalty: 4308.553223
	Iteration 39F: 3 clusters Score -619884.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -60864.640625 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -60864.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59494.519531 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -59494.52 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59686.906250 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -59686.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59850.484375 Penalty: 2986.427490
	Iteration 2Q: 3 clusters Score -59850.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59880.902344 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -59880.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59911.449219 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -59911.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59931.265625 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -59931.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59942.289062 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -59942.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59954.988281 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -59954.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59959.078125 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -59959.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59963.207031 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -59963.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59979.394531 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -59979.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59992.386719 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -59992.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60006.316406 Penalty: 2986.427490
	Iteration 12Q: 3 clusters Score -60006.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60024.996094 Penalty: 2986.427490
	Iteration 13Q: 3 clusters Score -60025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60048.773438 Penalty: 2986.427490
	Iteration 14Q: 3 clusters Score -60048.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60064.710938 Penalty: 2986.427490
	Iteration 15Q: 3 clusters Score -60064.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60069.531250 Penalty: 2986.427490
	Iteration 16Q: 3 clusters Score -60069.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60082.078125 Penalty: 2986.427490
	Iteration 17Q: 3 clusters Score -60082.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60091.253906 Penalty: 2986.427490
	Iteration 18Q: 3 clusters Score -60091.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60101.933594 Penalty: 2986.427490
	Iteration 19Q: 3 clusters Score -60101.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60116.210938 Penalty: 2986.427490
	Iteration 20F: 3 clusters Score -60116.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60119.351562 Penalty: 2986.427490
	Iteration 21Q: 3 clusters Score -60119.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60119.351562 Penalty: 2986.427490
	Iteration 22F: 3 clusters Score -60119.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (19393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Entering Unmasked Estep 
Score: -2448331.750000 Penalty: 2448.421387
	Iteration 0F: 2 clusters Score -2448332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2434649.000000 Penalty: 4896.842773
	Iteration 0F: 3 clusters Score -2434649 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2439131.750000 Penalty: 4896.842773
	Iteration 1F: 3 clusters Score -2439132 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2439484.000000 Penalty: 4896.842773
	Iteration 2F: 3 clusters Score -2439484 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2439771.000000 Penalty: 4896.842773
	Iteration 3Q: 3 clusters Score -2439771 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2440000.250000 Penalty: 4896.842773
	Iteration 4Q: 3 clusters Score -2440000 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2440203.250000 Penalty: 4896.842773
	Iteration 5Q: 3 clusters Score -2440203 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2440401.000000 Penalty: 4896.842773
	Iteration 6Q: 3 clusters Score -2440401 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2440598.500000 Penalty: 4896.842773
	Iteration 7Q: 3 clusters Score -2440598 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2440818.000000 Penalty: 4896.842773
	Iteration 8Q: 3 clusters Score -2440818 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2441068.250000 Penalty: 4896.842773
	Iteration 9Q: 3 clusters Score -2441068 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2441329.250000 Penalty: 4896.842773
	Iteration 10Q: 3 clusters Score -2441329 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2441639.000000 Penalty: 4896.842773
	Iteration 11Q: 3 clusters Score -2441639 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2441956.000000 Penalty: 4896.842773
	Iteration 12Q: 3 clusters Score -2441956 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2442330.250000 Penalty: 4896.842773
	Iteration 13Q: 3 clusters Score -2442330 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2442782.000000 Penalty: 4896.842773
	Iteration 14Q: 3 clusters Score -2442782 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2443262.000000 Penalty: 4896.842773
	Iteration 15Q: 3 clusters Score -2443262 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2443788.250000 Penalty: 4896.842773
	Iteration 16Q: 3 clusters Score -2443788 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2444392.000000 Penalty: 4896.842773
	Iteration 17Q: 3 clusters Score -2444392 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2445005.750000 Penalty: 4896.842773
	Iteration 18Q: 3 clusters Score -2445006 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2445473.750000 Penalty: 4896.842773
	Iteration 19Q: 3 clusters Score -2445474 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2445764.500000 Penalty: 4896.842773
	Iteration 20F: 3 clusters Score -2445764 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2445942.500000 Penalty: 4896.842773
	Iteration 21Q: 3 clusters Score -2445942 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2446034.250000 Penalty: 4896.842773
	Iteration 22Q: 3 clusters Score -2446034 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2446090.250000 Penalty: 4896.842773
	Iteration 23Q: 3 clusters Score -2446090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2446128.250000 Penalty: 4896.842773
	Iteration 24Q: 3 clusters Score -2446128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2446162.750000 Penalty: 4896.842773
	Iteration 25Q: 3 clusters Score -2446163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2446197.500000 Penalty: 4896.842773
	Iteration 26Q: 3 clusters Score -2446198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2446218.000000 Penalty: 4896.842773
	Iteration 27Q: 3 clusters Score -2446218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2446235.750000 Penalty: 4896.842773
	Iteration 28Q: 3 clusters Score -2446236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2446251.750000 Penalty: 4896.842773
	Iteration 29Q: 3 clusters Score -2446252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2446264.250000 Penalty: 4896.842773
	Iteration 30Q: 3 clusters Score -2446264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2446267.250000 Penalty: 4896.842773
	Iteration 31Q: 3 clusters Score -2446267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2446271.500000 Penalty: 4896.842773
	Iteration 32Q: 3 clusters Score -2446272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2446274.000000 Penalty: 4896.842773
	Iteration 33Q: 3 clusters Score -2446274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2446279.000000 Penalty: 4896.842773
	Iteration 34Q: 3 clusters Score -2446279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2446278.000000 Penalty: 4896.842773
	Iteration 35Q: 3 clusters Score -2446278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2446278.000000 Penalty: 4896.842773
	Iteration 36F: 3 clusters Score -2446278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -391336.593750 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -391336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -388003.062500 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -388003.1 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -388695.468750 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -388695.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -388906.718750 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -388906.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -389019.500000 Penalty: 3993.307129
	Iteration 3F: 3 clusters Score -389019.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -389088.750000 Penalty: 3993.307129
	Iteration 4Q: 3 clusters Score -389088.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -389142.312500 Penalty: 3993.307129
	Iteration 5Q: 3 clusters Score -389142.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -389191.750000 Penalty: 3993.307129
	Iteration 6Q: 3 clusters Score -389191.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -389245.468750 Penalty: 3993.307129
	Iteration 7Q: 3 clusters Score -389245.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -389285.843750 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -389285.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -389318.906250 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -389318.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -389353.562500 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -389353.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -389386.156250 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -389386.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -389417.937500 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -389417.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -389454.000000 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -389454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -389483.156250 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -389483.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -389517.625000 Penalty: 3993.307129
	Iteration 15Q: 3 clusters Score -389517.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -389546.500000 Penalty: 3993.307129
	Iteration 16Q: 3 clusters Score -389546.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -389572.500000 Penalty: 3993.307129
	Iteration 17Q: 3 clusters Score -389572.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -389602.531250 Penalty: 3993.307129
	Iteration 18Q: 3 clusters Score -389602.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -389630.906250 Penalty: 3993.307129
	Iteration 19Q: 3 clusters Score -389630.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -389652.781250 Penalty: 3993.307129
	Iteration 20F: 3 clusters Score -389652.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -389669.000000 Penalty: 3993.307129
	Iteration 21Q: 3 clusters Score -389669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -389680.687500 Penalty: 3993.307129
	Iteration 22Q: 3 clusters Score -389680.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -389690.031250 Penalty: 3993.307129
	Iteration 23Q: 3 clusters Score -389690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -389696.187500 Penalty: 3993.307129
	Iteration 24Q: 3 clusters Score -389696.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -389701.250000 Penalty: 3993.307129
	Iteration 25Q: 3 clusters Score -389701.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -389702.562500 Penalty: 3993.307129
	Iteration 26Q: 3 clusters Score -389702.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -389705.062500 Penalty: 3993.307129
	Iteration 27Q: 3 clusters Score -389705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -389707.593750 Penalty: 3993.307129
	Iteration 28Q: 3 clusters Score -389707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -389709.312500 Penalty: 3993.307129
	Iteration 29Q: 3 clusters Score -389709.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -389709.156250 Penalty: 3993.307129
	Iteration 30Q: 3 clusters Score -389709.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -389709.156250 Penalty: 3993.307129
	Iteration 31F: 3 clusters Score -389709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -500519.218750 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -500519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -496518.687500 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -496518.7 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -497562.281250 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -497562.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -497849.656250 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -497849.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -498058.843750 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -498058.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -498243.937500 Penalty: 4147.986328
	Iteration 4Q: 3 clusters Score -498243.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -498435.906250 Penalty: 4147.986328
	Iteration 5Q: 3 clusters Score -498435.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -498676.312500 Penalty: 4147.986328
	Iteration 6Q: 3 clusters Score -498676.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -498949.656250 Penalty: 4147.986328
	Iteration 7F: 3 clusters Score -498949.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -499228.250000 Penalty: 4147.986328
	Iteration 8F: 3 clusters Score -499228.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -499436.000000 Penalty: 4147.986328
	Iteration 9Q: 3 clusters Score -499436 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -499552.156250 Penalty: 4147.986328
	Iteration 10Q: 3 clusters Score -499552.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -499609.531250 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -499609.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -499652.312500 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -499652.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -499687.468750 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -499687.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -499727.937500 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -499727.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -499756.125000 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -499756.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -499774.875000 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -499774.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -499796.343750 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -499796.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -499816.312500 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -499816.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -499829.531250 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -499829.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -499845.125000 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -499845.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -499866.281250 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -499866.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -499895.781250 Penalty: 4147.986328
	Iteration 22Q: 3 clusters Score -499895.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -499921.656250 Penalty: 4147.986328
	Iteration 23Q: 3 clusters Score -499921.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -499949.750000 Penalty: 4147.986328
	Iteration 24Q: 3 clusters Score -499949.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -499976.531250 Penalty: 4147.986328
	Iteration 25Q: 3 clusters Score -499976.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -499991.843750 Penalty: 4147.986328
	Iteration 26Q: 3 clusters Score -499991.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -500004.000000 Penalty: 4147.986328
	Iteration 27Q: 3 clusters Score -500004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -500018.968750 Penalty: 4147.986328
	Iteration 28Q: 3 clusters Score -500019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -500028.812500 Penalty: 4147.986328
	Iteration 29Q: 3 clusters Score -500028.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -500037.406250 Penalty: 4147.986328
	Iteration 30Q: 3 clusters Score -500037.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -500046.812500 Penalty: 4147.986328
	Iteration 31Q: 3 clusters Score -500046.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -500055.250000 Penalty: 4147.986328
	Iteration 32Q: 3 clusters Score -500055.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -500066.750000 Penalty: 4147.986328
	Iteration 33Q: 3 clusters Score -500066.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -500075.781250 Penalty: 4147.986328
	Iteration 34Q: 3 clusters Score -500075.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -500082.343750 Penalty: 4147.986328
	Iteration 35Q: 3 clusters Score -500082.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -500089.906250 Penalty: 4147.986328
	Iteration 36Q: 3 clusters Score -500089.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -500097.218750 Penalty: 4147.986328
	Iteration 37Q: 3 clusters Score -500097.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -500102.937500 Penalty: 4147.986328
	Iteration 38Q: 3 clusters Score -500102.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -500111.968750 Penalty: 4147.986328
	Iteration 39Q: 3 clusters Score -500112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -500123.437500 Penalty: 4147.986328
	Iteration 40F: 3 clusters Score -500123.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -500134.468750 Penalty: 4147.986328
	Iteration 41Q: 3 clusters Score -500134.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -500145.687500 Penalty: 4147.986328
	Iteration 42Q: 3 clusters Score -500145.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -500155.343750 Penalty: 4147.986328
	Iteration 43Q: 3 clusters Score -500155.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -500161.968750 Penalty: 4147.986328
	Iteration 44Q: 3 clusters Score -500162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -500167.218750 Penalty: 4147.986328
	Iteration 45Q: 3 clusters Score -500167.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -500172.343750 Penalty: 4147.986328
	Iteration 46Q: 3 clusters Score -500172.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -500176.656250 Penalty: 4147.986328
	Iteration 47Q: 3 clusters Score -500176.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -500179.781250 Penalty: 4147.986328
	Iteration 48Q: 3 clusters Score -500179.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -500186.531250 Penalty: 4147.986328
	Iteration 49Q: 3 clusters Score -500186.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -500190.250000 Penalty: 4147.986328
	Iteration 50Q: 3 clusters Score -500190.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -500195.718750 Penalty: 4147.986328
	Iteration 51Q: 3 clusters Score -500195.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -500197.968750 Penalty: 4147.986328
	Iteration 52Q: 3 clusters Score -500198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -500202.656250 Penalty: 4147.986328
	Iteration 53Q: 3 clusters Score -500202.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -500205.593750 Penalty: 4147.986328
	Iteration 54Q: 3 clusters Score -500205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -500205.468750 Penalty: 4147.986328
	Iteration 55Q: 3 clusters Score -500205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -500207.281250 Penalty: 4147.986328
	Iteration 56Q: 3 clusters Score -500207.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -500207.281250 Penalty: 4147.986328
	Iteration 57F: 3 clusters Score -500207.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -32322.693359 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -32322.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30956.460938 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -30956.46 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31229.080078 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -31229.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31316.646484 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -31316.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31368.576172 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -31368.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31402.421875 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -31402.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31428.082031 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -31428.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31441.654297 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -31441.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31447.328125 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -31447.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31450.378906 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -31450.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31451.072266 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -31451.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31453.886719 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -31453.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -31455.726562 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -31455.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31457.484375 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -31457.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -31460.722656 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -31460.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31463.701172 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -31463.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31470.306641 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -31470.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31477.320312 Penalty: 3077.460693
	Iteration 16Q: 3 clusters Score -31477.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -31515.046875 Penalty: 3077.460693
	Iteration 17Q: 3 clusters Score -31515.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31550.199219 Penalty: 3077.460693
	Iteration 18Q: 3 clusters Score -31550.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -31578.484375 Penalty: 3077.460693
	Iteration 19Q: 3 clusters Score -31578.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -31588.990234 Penalty: 3077.460693
	Iteration 20F: 3 clusters Score -31588.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -31631.517578 Penalty: 3077.460693
	Iteration 21Q: 3 clusters Score -31631.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -31687.300781 Penalty: 3077.460693
	Iteration 22Q: 3 clusters Score -31687.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -31700.984375 Penalty: 3077.460693
	Iteration 23Q: 3 clusters Score -31700.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -31710.871094 Penalty: 3077.460693
	Iteration 24Q: 3 clusters Score -31710.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -31712.230469 Penalty: 3077.460693
	Iteration 25Q: 3 clusters Score -31712.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -31713.470703 Penalty: 3077.460693
	Iteration 26Q: 3 clusters Score -31713.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -31714.714844 Penalty: 3077.460693
	Iteration 27Q: 3 clusters Score -31714.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -31714.714844 Penalty: 3077.460693
	Iteration 28F: 3 clusters Score -31714.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -433885.875000 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -433885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -430217.187500 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -430217.2 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -431049.937500 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -431049.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -431294.906250 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -431294.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -431489.031250 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -431489 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -431672.531250 Penalty: 4076.785645
	Iteration 4Q: 3 clusters Score -431672.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -431863.843750 Penalty: 4076.785645
	Iteration 5Q: 3 clusters Score -431863.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -432031.375000 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -432031.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -432196.250000 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -432196.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -432389.875000 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -432389.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -432573.843750 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -432573.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -432713.375000 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -432713.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -432816.187500 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -432816.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -432907.125000 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -432907.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -432971.187500 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -432971.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -433013.937500 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -433013.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -433056.281250 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -433056.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -433087.093750 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -433087.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -433124.312500 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -433124.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -433163.093750 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -433163.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -433195.281250 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -433195.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -433215.437500 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -433215.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -433228.343750 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -433228.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -433237.156250 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -433237.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -433246.406250 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -433246.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -433265.562500 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -433265.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -433280.343750 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -433280.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -433289.875000 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -433289.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -433294.218750 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -433294.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -433296.468750 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -433296.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -433299.812500 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -433299.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -433303.718750 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -433303.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -433304.375000 Penalty: 4076.785645
	Iteration 31Q: 3 clusters Score -433304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -433305.812500 Penalty: 4076.785645
	Iteration 32Q: 3 clusters Score -433305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -433306.312500 Penalty: 4076.785645
	Iteration 33Q: 3 clusters Score -433306.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -433306.906250 Penalty: 4076.785645
	Iteration 34Q: 3 clusters Score -433306.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -433306.906250 Penalty: 4076.785645
	Iteration 35F: 3 clusters Score -433306.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -1999647.875000 Penalty: 2411.967529
	Iteration 0F: 2 clusters Score -1999648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1987778.750000 Penalty: 4823.935059
	Iteration 0F: 3 clusters Score -1987779 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1991767.000000 Penalty: 4823.935059
	Iteration 1F: 3 clusters Score -1991767 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1992380.750000 Penalty: 4823.935059
	Iteration 2F: 3 clusters Score -1992381 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1993021.125000 Penalty: 4823.935059
	Iteration 3F: 3 clusters Score -1993021 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1993828.625000 Penalty: 4823.935059
	Iteration 4F: 3 clusters Score -1993829 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1994662.125000 Penalty: 4823.935059
	Iteration 5F: 3 clusters Score -1994662 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1995385.125000 Penalty: 4823.935059
	Iteration 6F: 3 clusters Score -1995385 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1995871.375000 Penalty: 4823.935059
	Iteration 7F: 3 clusters Score -1995871 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1996147.375000 Penalty: 4823.935059
	Iteration 8Q: 3 clusters Score -1996147 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1996299.625000 Penalty: 4823.935059
	Iteration 9Q: 3 clusters Score -1996300 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1996413.875000 Penalty: 4823.935059
	Iteration 10Q: 3 clusters Score -1996414 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1996492.625000 Penalty: 4823.935059
	Iteration 11Q: 3 clusters Score -1996493 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1996530.250000 Penalty: 4823.935059
	Iteration 12Q: 3 clusters Score -1996530 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1996583.750000 Penalty: 4823.935059
	Iteration 13Q: 3 clusters Score -1996584 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1996624.125000 Penalty: 4823.935059
	Iteration 14Q: 3 clusters Score -1996624 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1996656.125000 Penalty: 4823.935059
	Iteration 15Q: 3 clusters Score -1996656 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1996690.375000 Penalty: 4823.935059
	Iteration 16Q: 3 clusters Score -1996690 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1996743.125000 Penalty: 4823.935059
	Iteration 17Q: 3 clusters Score -1996743 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1996804.500000 Penalty: 4823.935059
	Iteration 18Q: 3 clusters Score -1996804 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1996904.250000 Penalty: 4823.935059
	Iteration 19Q: 3 clusters Score -1996904 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1997011.500000 Penalty: 4823.935059
	Iteration 20F: 3 clusters Score -1997012 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1997117.500000 Penalty: 4823.935059
	Iteration 21Q: 3 clusters Score -1997118 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1997216.375000 Penalty: 4823.935059
	Iteration 22Q: 3 clusters Score -1997216 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1997321.125000 Penalty: 4823.935059
	Iteration 23Q: 3 clusters Score -1997321 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1997419.625000 Penalty: 4823.935059
	Iteration 24Q: 3 clusters Score -1997420 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1997519.125000 Penalty: 4823.935059
	Iteration 25Q: 3 clusters Score -1997519 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1997607.375000 Penalty: 4823.935059
	Iteration 26Q: 3 clusters Score -1997607 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1997674.375000 Penalty: 4823.935059
	Iteration 27Q: 3 clusters Score -1997674 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1997720.250000 Penalty: 4823.935059
	Iteration 28Q: 3 clusters Score -1997720 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1997754.625000 Penalty: 4823.935059
	Iteration 29Q: 3 clusters Score -1997755 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1997803.500000 Penalty: 4823.935059
	Iteration 30Q: 3 clusters Score -1997804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1997857.875000 Penalty: 4823.935059
	Iteration 31Q: 3 clusters Score -1997858 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1997920.000000 Penalty: 4823.935059
	Iteration 32Q: 3 clusters Score -1997920 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1998010.625000 Penalty: 4823.935059
	Iteration 33Q: 3 clusters Score -1998011 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1998086.375000 Penalty: 4823.935059
	Iteration 34Q: 3 clusters Score -1998086 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1998152.625000 Penalty: 4823.935059
	Iteration 35Q: 3 clusters Score -1998153 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1998182.625000 Penalty: 4823.935059
	Iteration 36Q: 3 clusters Score -1998183 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1998225.250000 Penalty: 4823.935059
	Iteration 37Q: 3 clusters Score -1998225 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1998270.500000 Penalty: 4823.935059
	Iteration 38Q: 3 clusters Score -1998270 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1998306.875000 Penalty: 4823.935059
	Iteration 39Q: 3 clusters Score -1998307 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1998338.500000 Penalty: 4823.935059
	Iteration 40F: 3 clusters Score -1998338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1998361.875000 Penalty: 4823.935059
	Iteration 41Q: 3 clusters Score -1998362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1998392.500000 Penalty: 4823.935059
	Iteration 42Q: 3 clusters Score -1998392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1998410.875000 Penalty: 4823.935059
	Iteration 43Q: 3 clusters Score -1998411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1998422.125000 Penalty: 4823.935059
	Iteration 44Q: 3 clusters Score -1998422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1998435.000000 Penalty: 4823.935059
	Iteration 45Q: 3 clusters Score -1998435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1998452.375000 Penalty: 4823.935059
	Iteration 46Q: 3 clusters Score -1998452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1998464.250000 Penalty: 4823.935059
	Iteration 47Q: 3 clusters Score -1998464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1998472.750000 Penalty: 4823.935059
	Iteration 48Q: 3 clusters Score -1998473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1998478.000000 Penalty: 4823.935059
	Iteration 49Q: 3 clusters Score -1998478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1998481.000000 Penalty: 4823.935059
	Iteration 50Q: 3 clusters Score -1998481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1998486.500000 Penalty: 4823.935059
	Iteration 51Q: 3 clusters Score -1998486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1998488.375000 Penalty: 4823.935059
	Iteration 52Q: 3 clusters Score -1998488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1998489.875000 Penalty: 4823.935059
	Iteration 53Q: 3 clusters Score -1998490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1998491.625000 Penalty: 4823.935059
	Iteration 54Q: 3 clusters Score -1998492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1998491.000000 Penalty: 4823.935059
	Iteration 55Q: 3 clusters Score -1998491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1998491.250000 Penalty: 4823.935059
	Iteration 56Q: 3 clusters Score -1998491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1998492.875000 Penalty: 4823.935059
	Iteration 57Q: 3 clusters Score -1998493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1998491.500000 Penalty: 4823.935059
	Iteration 58Q: 3 clusters Score -1998492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1998493.125000 Penalty: 4823.935059
	Iteration 59Q: 3 clusters Score -1998493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1998493.125000 Penalty: 4823.935059
	Iteration 60F: 3 clusters Score -1998493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -369002.187500 Penalty: 1994.987793
	Iteration 0F: 2 clusters Score -369002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -365612.812500 Penalty: 3989.975586
	Iteration 0F: 3 clusters Score -365612.8 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -366307.687500 Penalty: 3989.975586
	Iteration 1F: 3 clusters Score -366307.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -366474.468750 Penalty: 3989.975586
	Iteration 2F: 3 clusters Score -366474.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -366577.562500 Penalty: 3989.975586
	Iteration 3F: 3 clusters Score -366577.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -366638.812500 Penalty: 3989.975586
	Iteration 4Q: 3 clusters Score -366638.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -366678.718750 Penalty: 3989.975586
	Iteration 5Q: 3 clusters Score -366678.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -366721.937500 Penalty: 3989.975586
	Iteration 6Q: 3 clusters Score -366721.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -366764.531250 Penalty: 3989.975586
	Iteration 7Q: 3 clusters Score -366764.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -366788.531250 Penalty: 3989.975586
	Iteration 8Q: 3 clusters Score -366788.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -366804.968750 Penalty: 3989.975586
	Iteration 9Q: 3 clusters Score -366805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -366818.750000 Penalty: 3989.975586
	Iteration 10Q: 3 clusters Score -366818.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -366831.468750 Penalty: 3989.975586
	Iteration 11Q: 3 clusters Score -366831.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -366845.718750 Penalty: 3989.975586
	Iteration 12Q: 3 clusters Score -366845.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -366861.968750 Penalty: 3989.975586
	Iteration 13Q: 3 clusters Score -366862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -366880.187500 Penalty: 3989.975586
	Iteration 14Q: 3 clusters Score -366880.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -366897.875000 Penalty: 3989.975586
	Iteration 15Q: 3 clusters Score -366897.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -366917.875000 Penalty: 3989.975586
	Iteration 16Q: 3 clusters Score -366917.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -366941.093750 Penalty: 3989.975586
	Iteration 17Q: 3 clusters Score -366941.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -366967.343750 Penalty: 3989.975586
	Iteration 18Q: 3 clusters Score -366967.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -366987.906250 Penalty: 3989.975586
	Iteration 19Q: 3 clusters Score -366987.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -367013.875000 Penalty: 3989.975586
	Iteration 20F: 3 clusters Score -367013.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -367043.000000 Penalty: 3989.975586
	Iteration 21Q: 3 clusters Score -367043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -367059.312500 Penalty: 3989.975586
	Iteration 22Q: 3 clusters Score -367059.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -367079.156250 Penalty: 3989.975586
	Iteration 23Q: 3 clusters Score -367079.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -367094.687500 Penalty: 3989.975586
	Iteration 24Q: 3 clusters Score -367094.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -367114.031250 Penalty: 3989.975586
	Iteration 25Q: 3 clusters Score -367114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -367134.000000 Penalty: 3989.975586
	Iteration 26Q: 3 clusters Score -367134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -367154.812500 Penalty: 3989.975586
	Iteration 27Q: 3 clusters Score -367154.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -367168.031250 Penalty: 3989.975586
	Iteration 28Q: 3 clusters Score -367168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -367197.625000 Penalty: 3989.975586
	Iteration 29Q: 3 clusters Score -367197.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -367218.468750 Penalty: 3989.975586
	Iteration 30Q: 3 clusters Score -367218.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -367235.968750 Penalty: 3989.975586
	Iteration 31Q: 3 clusters Score -367236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -367246.750000 Penalty: 3989.975586
	Iteration 32Q: 3 clusters Score -367246.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -367256.312500 Penalty: 3989.975586
	Iteration 33Q: 3 clusters Score -367256.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -367263.906250 Penalty: 3989.975586
	Iteration 34Q: 3 clusters Score -367263.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -367277.468750 Penalty: 3989.975586
	Iteration 35Q: 3 clusters Score -367277.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -367290.406250 Penalty: 3989.975586
	Iteration 36Q: 3 clusters Score -367290.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -367295.625000 Penalty: 3989.975586
	Iteration 37Q: 3 clusters Score -367295.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -367302.656250 Penalty: 3989.975586
	Iteration 38Q: 3 clusters Score -367302.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -367315.000000 Penalty: 3989.975586
	Iteration 39Q: 3 clusters Score -367315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -367321.906250 Penalty: 3989.975586
	Iteration 40F: 3 clusters Score -367321.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -367327.375000 Penalty: 3989.975586
	Iteration 41Q: 3 clusters Score -367327.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -367332.625000 Penalty: 3989.975586
	Iteration 42Q: 3 clusters Score -367332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -367333.750000 Penalty: 3989.975586
	Iteration 43Q: 3 clusters Score -367333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -367335.156250 Penalty: 3989.975586
	Iteration 44Q: 3 clusters Score -367335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -367337.375000 Penalty: 3989.975586
	Iteration 45Q: 3 clusters Score -367337.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -367340.562500 Penalty: 3989.975586
	Iteration 46Q: 3 clusters Score -367340.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -367343.062500 Penalty: 3989.975586
	Iteration 47Q: 3 clusters Score -367343.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -367344.468750 Penalty: 3989.975586
	Iteration 48Q: 3 clusters Score -367344.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -367347.625000 Penalty: 3989.975586
	Iteration 49Q: 3 clusters Score -367347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -367349.375000 Penalty: 3989.975586
	Iteration 50Q: 3 clusters Score -367349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -367350.906250 Penalty: 3989.975586
	Iteration 51Q: 3 clusters Score -367350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -367350.906250 Penalty: 3989.975586
	Iteration 52F: 3 clusters Score -367350.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -75109.171875 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -75109.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73430.000000 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -73430 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73698.898438 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -73698.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73804.812500 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -73804.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73895.531250 Penalty: 3257.766602
	Iteration 3F: 3 clusters Score -73895.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73963.703125 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -73963.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74021.312500 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -74021.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74097.398438 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -74097.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74147.859375 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -74147.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74207.015625 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -74207.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74236.828125 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -74236.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74254.890625 Penalty: 3257.766602
	Iteration 10Q: 3 clusters Score -74254.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74281.664062 Penalty: 3257.766602
	Iteration 11Q: 3 clusters Score -74281.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74301.960938 Penalty: 3257.766602
	Iteration 12Q: 3 clusters Score -74301.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74314.757812 Penalty: 3257.766602
	Iteration 13Q: 3 clusters Score -74314.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74325.242188 Penalty: 3257.766602
	Iteration 14Q: 3 clusters Score -74325.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74339.335938 Penalty: 3257.766602
	Iteration 15Q: 3 clusters Score -74339.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74344.437500 Penalty: 3257.766602
	Iteration 16Q: 3 clusters Score -74344.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74344.437500 Penalty: 3257.766602
	Iteration 17F: 3 clusters Score -74344.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -241321.000000 Penalty: 1829.529175
	Iteration 0F: 2 clusters Score -241321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -239045.140625 Penalty: 3659.058350
	Iteration 0F: 3 clusters Score -239045.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -239566.718750 Penalty: 3659.058350
	Iteration 1F: 3 clusters Score -239566.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -239796.484375 Penalty: 3659.058350
	Iteration 2F: 3 clusters Score -239796.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -239952.750000 Penalty: 3659.058350
	Iteration 3F: 3 clusters Score -239952.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -240078.640625 Penalty: 3659.058350
	Iteration 4Q: 3 clusters Score -240078.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -240158.484375 Penalty: 3659.058350
	Iteration 5Q: 3 clusters Score -240158.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -240242.375000 Penalty: 3659.058350
	Iteration 6Q: 3 clusters Score -240242.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -240292.968750 Penalty: 3659.058350
	Iteration 7Q: 3 clusters Score -240293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -240342.671875 Penalty: 3659.058350
	Iteration 8Q: 3 clusters Score -240342.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -240368.468750 Penalty: 3659.058350
	Iteration 9Q: 3 clusters Score -240368.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -240410.890625 Penalty: 3659.058350
	Iteration 10Q: 3 clusters Score -240410.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -240429.515625 Penalty: 3659.058350
	Iteration 11Q: 3 clusters Score -240429.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -240452.281250 Penalty: 3659.058350
	Iteration 12Q: 3 clusters Score -240452.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -240474.062500 Penalty: 3659.058350
	Iteration 13Q: 3 clusters Score -240474.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -240486.531250 Penalty: 3659.058350
	Iteration 14Q: 3 clusters Score -240486.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -240494.562500 Penalty: 3659.058350
	Iteration 15Q: 3 clusters Score -240494.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -240497.250000 Penalty: 3659.058350
	Iteration 16Q: 3 clusters Score -240497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -240499.015625 Penalty: 3659.058350
	Iteration 17Q: 3 clusters Score -240499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -240501.453125 Penalty: 3659.058350
	Iteration 18Q: 3 clusters Score -240501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -240504.625000 Penalty: 3659.058350
	Iteration 19Q: 3 clusters Score -240504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -240509.421875 Penalty: 3659.058350
	Iteration 20F: 3 clusters Score -240509.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -240515.187500 Penalty: 3659.058350
	Iteration 21Q: 3 clusters Score -240515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -240516.781250 Penalty: 3659.058350
	Iteration 22Q: 3 clusters Score -240516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -240518.578125 Penalty: 3659.058350
	Iteration 23Q: 3 clusters Score -240518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -240520.062500 Penalty: 3659.058350
	Iteration 24Q: 3 clusters Score -240520.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -240520.687500 Penalty: 3659.058350
	Iteration 25Q: 3 clusters Score -240520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -240521.671875 Penalty: 3659.058350
	Iteration 26Q: 3 clusters Score -240521.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -240522.062500 Penalty: 3659.058350
	Iteration 27Q: 3 clusters Score -240522.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -240522.062500 Penalty: 3659.058350
	Iteration 28F: 3 clusters Score -240522.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -180523.937500 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -180523.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -178212.796875 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -178212.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -178562.312500 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -178562.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -178657.718750 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -178657.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -178724.609375 Penalty: 3629.337402
	Iteration 3Q: 3 clusters Score -178724.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -178768.484375 Penalty: 3629.337402
	Iteration 4Q: 3 clusters Score -178768.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -178796.421875 Penalty: 3629.337402
	Iteration 5Q: 3 clusters Score -178796.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -178820.203125 Penalty: 3629.337402
	Iteration 6Q: 3 clusters Score -178820.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -178838.765625 Penalty: 3629.337402
	Iteration 7Q: 3 clusters Score -178838.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -178849.562500 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -178849.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -178855.250000 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -178855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -178856.984375 Penalty: 3629.337402
	Iteration 10Q: 3 clusters Score -178857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178857.906250 Penalty: 3629.337402
	Iteration 11Q: 3 clusters Score -178857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178859.296875 Penalty: 3629.337402
	Iteration 12Q: 3 clusters Score -178859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178860.984375 Penalty: 3629.337402
	Iteration 13Q: 3 clusters Score -178861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178861.671875 Penalty: 3629.337402
	Iteration 14Q: 3 clusters Score -178861.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178863.796875 Penalty: 3629.337402
	Iteration 15Q: 3 clusters Score -178863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -178870.890625 Penalty: 3629.337402
	Iteration 16Q: 3 clusters Score -178870.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178879.937500 Penalty: 3629.337402
	Iteration 17Q: 3 clusters Score -178879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -178882.796875 Penalty: 3629.337402
	Iteration 18Q: 3 clusters Score -178882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -178884.859375 Penalty: 3629.337402
	Iteration 19Q: 3 clusters Score -178884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -178886.187500 Penalty: 3629.337402
	Iteration 20F: 3 clusters Score -178886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -178887.484375 Penalty: 3629.337402
	Iteration 21Q: 3 clusters Score -178887.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -178890.187500 Penalty: 3629.337402
	Iteration 22Q: 3 clusters Score -178890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -178895.875000 Penalty: 3629.337402
	Iteration 23Q: 3 clusters Score -178895.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -178905.656250 Penalty: 3629.337402
	Iteration 24Q: 3 clusters Score -178905.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -178914.718750 Penalty: 3629.337402
	Iteration 25Q: 3 clusters Score -178914.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -178920.687500 Penalty: 3629.337402
	Iteration 26Q: 3 clusters Score -178920.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -178929.343750 Penalty: 3629.337402
	Iteration 27Q: 3 clusters Score -178929.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -178933.234375 Penalty: 3629.337402
	Iteration 28Q: 3 clusters Score -178933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -178936.781250 Penalty: 3629.337402
	Iteration 29Q: 3 clusters Score -178936.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -178940.234375 Penalty: 3629.337402
	Iteration 30Q: 3 clusters Score -178940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -178941.453125 Penalty: 3629.337402
	Iteration 31Q: 3 clusters Score -178941.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -178942.968750 Penalty: 3629.337402
	Iteration 32Q: 3 clusters Score -178943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -178945.109375 Penalty: 3629.337402
	Iteration 33Q: 3 clusters Score -178945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -178946.296875 Penalty: 3629.337402
	Iteration 34Q: 3 clusters Score -178946.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -178949.734375 Penalty: 3629.337402
	Iteration 35Q: 3 clusters Score -178949.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -178951.312500 Penalty: 3629.337402
	Iteration 36Q: 3 clusters Score -178951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -178952.781250 Penalty: 3629.337402
	Iteration 37Q: 3 clusters Score -178952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -178955.046875 Penalty: 3629.337402
	Iteration 38Q: 3 clusters Score -178955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -178955.046875 Penalty: 3629.337402
	Iteration 39F: 3 clusters Score -178955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -259135.578125 Penalty: 1909.336182
	Iteration 0F: 2 clusters Score -259135.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -256426.828125 Penalty: 3818.672363
	Iteration 0F: 3 clusters Score -256426.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -256978.140625 Penalty: 3818.672363
	Iteration 1F: 3 clusters Score -256978.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -257156.703125 Penalty: 3818.672363
	Iteration 2F: 3 clusters Score -257156.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -257300.515625 Penalty: 3818.672363
	Iteration 3F: 3 clusters Score -257300.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -257422.453125 Penalty: 3818.672363
	Iteration 4Q: 3 clusters Score -257422.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -257499.265625 Penalty: 3818.672363
	Iteration 5Q: 3 clusters Score -257499.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -257549.859375 Penalty: 3818.672363
	Iteration 6Q: 3 clusters Score -257549.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -257597.828125 Penalty: 3818.672363
	Iteration 7Q: 3 clusters Score -257597.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -257640.281250 Penalty: 3818.672363
	Iteration 8Q: 3 clusters Score -257640.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -257677.375000 Penalty: 3818.672363
	Iteration 9Q: 3 clusters Score -257677.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -257705.375000 Penalty: 3818.672363
	Iteration 10Q: 3 clusters Score -257705.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -257726.609375 Penalty: 3818.672363
	Iteration 11Q: 3 clusters Score -257726.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -257748.218750 Penalty: 3818.672363
	Iteration 12Q: 3 clusters Score -257748.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -257764.390625 Penalty: 3818.672363
	Iteration 13Q: 3 clusters Score -257764.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -257788.546875 Penalty: 3818.672363
	Iteration 14Q: 3 clusters Score -257788.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -257805.937500 Penalty: 3818.672363
	Iteration 15Q: 3 clusters Score -257805.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -257828.468750 Penalty: 3818.672363
	Iteration 16Q: 3 clusters Score -257828.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -257839.593750 Penalty: 3818.672363
	Iteration 17Q: 3 clusters Score -257839.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -257849.343750 Penalty: 3818.672363
	Iteration 18Q: 3 clusters Score -257849.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -257860.265625 Penalty: 3818.672363
	Iteration 19Q: 3 clusters Score -257860.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -257871.890625 Penalty: 3818.672363
	Iteration 20F: 3 clusters Score -257871.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -257883.265625 Penalty: 3818.672363
	Iteration 21Q: 3 clusters Score -257883.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -257888.000000 Penalty: 3818.672363
	Iteration 22Q: 3 clusters Score -257888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -257889.343750 Penalty: 3818.672363
	Iteration 23Q: 3 clusters Score -257889.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -257889.640625 Penalty: 3818.672363
	Iteration 24Q: 3 clusters Score -257889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -257890.171875 Penalty: 3818.672363
	Iteration 25Q: 3 clusters Score -257890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -257890.484375 Penalty: 3818.672363
	Iteration 26Q: 3 clusters Score -257890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -257891.390625 Penalty: 3818.672363
	Iteration 27Q: 3 clusters Score -257891.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -257892.812500 Penalty: 3818.672363
	Iteration 28Q: 3 clusters Score -257892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -257894.421875 Penalty: 3818.672363
	Iteration 29Q: 3 clusters Score -257894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -257895.203125 Penalty: 3818.672363
	Iteration 30Q: 3 clusters Score -257895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -257896.328125 Penalty: 3818.672363
	Iteration 31Q: 3 clusters Score -257896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -257897.406250 Penalty: 3818.672363
	Iteration 32Q: 3 clusters Score -257897.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -257901.125000 Penalty: 3818.672363
	Iteration 33Q: 3 clusters Score -257901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -257903.359375 Penalty: 3818.672363
	Iteration 34Q: 3 clusters Score -257903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -257903.812500 Penalty: 3818.672363
	Iteration 35Q: 3 clusters Score -257903.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -257903.812500 Penalty: 3818.672363
	Iteration 36F: 3 clusters Score -257903.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (91322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Entering Unmasked Estep 
Score: -11132433.000000 Penalty: 2832.692383
	Iteration 0F: 2 clusters Score -1.113243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -11071167.000000 Penalty: 5665.384766
	Iteration 0F: 3 clusters Score -1.107117e+07 nChanged 43211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -11095816.000000 Penalty: 5665.384766
	Iteration 1F: 3 clusters Score -1.109582e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -11096570.000000 Penalty: 5665.384766
	Iteration 2Q: 3 clusters Score -1.109657e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -11097411.000000 Penalty: 5665.384766
	Iteration 3Q: 3 clusters Score -1.109741e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -11098368.000000 Penalty: 5665.384766
	Iteration 4Q: 3 clusters Score -1.109837e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -11099633.000000 Penalty: 5665.384766
	Iteration 5Q: 3 clusters Score -1.109963e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -11101489.000000 Penalty: 5665.384766
	Iteration 6Q: 3 clusters Score -1.110149e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -11104339.000000 Penalty: 5665.384766
	Iteration 7F: 3 clusters Score -1.110434e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -11108707.000000 Penalty: 5665.384766
	Iteration 8F: 3 clusters Score -1.110871e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -11114290.000000 Penalty: 5665.384766
	Iteration 9F: 3 clusters Score -1.111429e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -11119417.000000 Penalty: 5665.384766
	Iteration 10F: 3 clusters Score -1.111942e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
Score: -11123092.000000 Penalty: 5665.384766
	Iteration 11Q: 3 clusters Score -1.112309e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 84110 members 
Entering Unmasked Estep 
Score: -11125284.000000 Penalty: 5665.384766
	Iteration 12Q: 3 clusters Score -1.112528e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 86053 members 
Entering Unmasked Estep 
Score: -11126790.000000 Penalty: 5665.384766
	Iteration 13Q: 3 clusters Score -1.112679e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -11127802.000000 Penalty: 5665.384766
	Iteration 14Q: 3 clusters Score -1.11278e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 88380 members 
Entering Unmasked Estep 
Score: -11128595.000000 Penalty: 5665.384766
	Iteration 15Q: 3 clusters Score -1.11286e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 89020 members 
Entering Unmasked Estep 
Score: -11129052.000000 Penalty: 5665.384766
	Iteration 16Q: 3 clusters Score -1.112905e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 89434 members 
Entering Unmasked Estep 
Score: -11129301.000000 Penalty: 5665.384766
	Iteration 17Q: 3 clusters Score -1.11293e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 89734 members 
Entering Unmasked Estep 
Score: -11129506.000000 Penalty: 5665.384766
	Iteration 18Q: 3 clusters Score -1.112951e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -11129649.000000 Penalty: 5665.384766
	Iteration 19Q: 3 clusters Score -1.112965e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 90090 members 
Entering Unmasked Estep 
Score: -11129748.000000 Penalty: 5665.384766
	Iteration 20F: 3 clusters Score -1.112975e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 90208 members 
Entering Unmasked Estep 
Score: -11129849.000000 Penalty: 5665.384766
	Iteration 21Q: 3 clusters Score -1.112985e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -11129883.000000 Penalty: 5665.384766
	Iteration 22Q: 3 clusters Score -1.112988e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 90349 members 
Entering Unmasked Estep 
Score: -11129928.000000 Penalty: 5665.384766
	Iteration 23Q: 3 clusters Score -1.112993e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 90388 members 
Entering Unmasked Estep 
Score: -11129938.000000 Penalty: 5665.384766
	Iteration 24Q: 3 clusters Score -1.112994e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 90425 members 
Entering Unmasked Estep 
Score: -11129963.000000 Penalty: 5665.384766
	Iteration 25Q: 3 clusters Score -1.112996e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 90448 members 
Entering Unmasked Estep 
Score: -11129975.000000 Penalty: 5665.384766
	Iteration 26Q: 3 clusters Score -1.112998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 90474 members 
Entering Unmasked Estep 
Score: -11129997.000000 Penalty: 5665.384766
	Iteration 27Q: 3 clusters Score -1.113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 90492 members 
Entering Unmasked Estep 
Score: -11129990.000000 Penalty: 5665.384766
	Iteration 28Q: 3 clusters Score -1.112999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 90506 members 
Entering Unmasked Estep 
Score: -11130022.000000 Penalty: 5665.384766
	Iteration 29Q: 3 clusters Score -1.113002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 90515 members 
Entering Unmasked Estep 
Score: -11130023.000000 Penalty: 5665.384766
	Iteration 30Q: 3 clusters Score -1.113002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 90523 members 
Entering Unmasked Estep 
Score: -11130019.000000 Penalty: 5665.384766
	Iteration 31Q: 3 clusters Score -1.113002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 90529 members 
Entering Unmasked Estep 
Score: -11130035.000000 Penalty: 5665.384766
	Iteration 32Q: 3 clusters Score -1.113004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 90537 members 
Entering Unmasked Estep 
Score: -11130036.000000 Penalty: 5665.384766
	Iteration 33Q: 3 clusters Score -1.113004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -11130046.000000 Penalty: 5665.384766
	Iteration 34Q: 3 clusters Score -1.113005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 90551 members 
Entering Unmasked Estep 
Score: -11130048.000000 Penalty: 5665.384766
	Iteration 35Q: 3 clusters Score -1.113005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 90556 members 
Entering Unmasked Estep 
Score: -11130055.000000 Penalty: 5665.384766
	Iteration 36Q: 3 clusters Score -1.113006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -11130055.000000 Penalty: 5665.384766
	Iteration 37Q: 3 clusters Score -1.113006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 90565 members 
Entering Unmasked Estep 
Score: -11130063.000000 Penalty: 5665.384766
	Iteration 38Q: 3 clusters Score -1.113006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
Score: -11130068.000000 Penalty: 5665.384766
	Iteration 39Q: 3 clusters Score -1.113007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 90576 members 
Entering Unmasked Estep 
Score: -11130071.000000 Penalty: 5665.384766
	Iteration 40F: 3 clusters Score -1.113007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -11130073.000000 Penalty: 5665.384766
	Iteration 41Q: 3 clusters Score -1.113007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -11130069.000000 Penalty: 5665.384766
	Iteration 42Q: 3 clusters Score -1.113007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -11130069.000000 Penalty: 5665.384766
	Iteration 43F: 3 clusters Score -1.113007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -428868.937500 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -428868.9 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 1872 members 
Entering Unmasked Estep 
Score: -425214.093750 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -425214.1 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -425941.218750 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -425941.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -426123.562500 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -426123.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -426251.812500 Penalty: 4071.006348
	Iteration 3Q: 3 clusters Score -426251.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -426351.468750 Penalty: 4071.006348
	Iteration 4Q: 3 clusters Score -426351.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -426438.687500 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -426438.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -426510.937500 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -426510.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -426579.125000 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -426579.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -426638.312500 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -426638.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -426699.906250 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -426699.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -426766.562500 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -426766.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -426858.343750 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -426858.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -426952.593750 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -426952.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -427061.750000 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -427061.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -427176.531250 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -427176.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -427295.843750 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -427295.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -427393.968750 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -427394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -427483.375000 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -427483.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -427549.375000 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -427549.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -427589.031250 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -427589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -427611.812500 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -427611.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -427637.906250 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -427637.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -427653.062500 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -427653.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -427666.625000 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -427666.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -427682.187500 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -427682.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -427697.531250 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -427697.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -427703.531250 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -427703.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -427712.875000 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -427712.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -427720.312500 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -427720.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -427725.312500 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -427725.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -427726.937500 Penalty: 4071.006348
	Iteration 30Q: 3 clusters Score -427726.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -427726.312500 Penalty: 4071.006348
	Iteration 31Q: 3 clusters Score -427726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -427727.375000 Penalty: 4071.006348
	Iteration 32Q: 3 clusters Score -427727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -427727.937500 Penalty: 4071.006348
	Iteration 33Q: 3 clusters Score -427727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -427729.062500 Penalty: 4071.006348
	Iteration 34Q: 3 clusters Score -427729.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -427728.843750 Penalty: 4071.006348
	Iteration 35Q: 3 clusters Score -427728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -427729.937500 Penalty: 4071.006348
	Iteration 36Q: 3 clusters Score -427729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -427730.218750 Penalty: 4071.006348
	Iteration 37Q: 3 clusters Score -427730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -427731.062500 Penalty: 4071.006348
	Iteration 38Q: 3 clusters Score -427731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -427731.625000 Penalty: 4071.006348
	Iteration 39Q: 3 clusters Score -427731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -427731.625000 Penalty: 4071.006348
	Iteration 40F: 3 clusters Score -427731.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -954161.500000 Penalty: 2227.799805
	Iteration 0F: 2 clusters Score -954161.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -947797.875000 Penalty: 4455.599609
	Iteration 0F: 3 clusters Score -947797.9 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -949562.000000 Penalty: 4455.599609
	Iteration 1F: 3 clusters Score -949562 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -949832.562500 Penalty: 4455.599609
	Iteration 2F: 3 clusters Score -949832.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -950023.250000 Penalty: 4455.599609
	Iteration 3Q: 3 clusters Score -950023.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -950198.875000 Penalty: 4455.599609
	Iteration 4Q: 3 clusters Score -950198.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -950374.875000 Penalty: 4455.599609
	Iteration 5Q: 3 clusters Score -950374.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -950542.812500 Penalty: 4455.599609
	Iteration 6Q: 3 clusters Score -950542.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -950699.687500 Penalty: 4455.599609
	Iteration 7Q: 3 clusters Score -950699.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -950844.375000 Penalty: 4455.599609
	Iteration 8Q: 3 clusters Score -950844.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -950979.562500 Penalty: 4455.599609
	Iteration 9Q: 3 clusters Score -950979.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -951091.687500 Penalty: 4455.599609
	Iteration 10Q: 3 clusters Score -951091.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -951186.437500 Penalty: 4455.599609
	Iteration 11Q: 3 clusters Score -951186.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -951272.875000 Penalty: 4455.599609
	Iteration 12Q: 3 clusters Score -951272.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -951345.687500 Penalty: 4455.599609
	Iteration 13Q: 3 clusters Score -951345.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -951416.312500 Penalty: 4455.599609
	Iteration 14Q: 3 clusters Score -951416.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -951476.812500 Penalty: 4455.599609
	Iteration 15Q: 3 clusters Score -951476.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -951523.687500 Penalty: 4455.599609
	Iteration 16Q: 3 clusters Score -951523.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -951559.062500 Penalty: 4455.599609
	Iteration 17Q: 3 clusters Score -951559.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -951584.312500 Penalty: 4455.599609
	Iteration 18Q: 3 clusters Score -951584.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -951607.437500 Penalty: 4455.599609
	Iteration 19Q: 3 clusters Score -951607.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -951630.687500 Penalty: 4455.599609
	Iteration 20F: 3 clusters Score -951630.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -951648.750000 Penalty: 4455.599609
	Iteration 21Q: 3 clusters Score -951648.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -951663.437500 Penalty: 4455.599609
	Iteration 22Q: 3 clusters Score -951663.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -951678.750000 Penalty: 4455.599609
	Iteration 23Q: 3 clusters Score -951678.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -951694.250000 Penalty: 4455.599609
	Iteration 24Q: 3 clusters Score -951694.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -951712.625000 Penalty: 4455.599609
	Iteration 25Q: 3 clusters Score -951712.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -951726.687500 Penalty: 4455.599609
	Iteration 26Q: 3 clusters Score -951726.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -951741.312500 Penalty: 4455.599609
	Iteration 27Q: 3 clusters Score -951741.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -951756.312500 Penalty: 4455.599609
	Iteration 28Q: 3 clusters Score -951756.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -951770.937500 Penalty: 4455.599609
	Iteration 29Q: 3 clusters Score -951770.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -951786.312500 Penalty: 4455.599609
	Iteration 30Q: 3 clusters Score -951786.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -951796.937500 Penalty: 4455.599609
	Iteration 31Q: 3 clusters Score -951796.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -951806.875000 Penalty: 4455.599609
	Iteration 32Q: 3 clusters Score -951806.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -951814.500000 Penalty: 4455.599609
	Iteration 33Q: 3 clusters Score -951814.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -951827.125000 Penalty: 4455.599609
	Iteration 34Q: 3 clusters Score -951827.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -951837.312500 Penalty: 4455.599609
	Iteration 35Q: 3 clusters Score -951837.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -951851.187500 Penalty: 4455.599609
	Iteration 36Q: 3 clusters Score -951851.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -951869.437500 Penalty: 4455.599609
	Iteration 37Q: 3 clusters Score -951869.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -951887.625000 Penalty: 4455.599609
	Iteration 38Q: 3 clusters Score -951887.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -951901.500000 Penalty: 4455.599609
	Iteration 39Q: 3 clusters Score -951901.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -951932.687500 Penalty: 4455.599609
	Iteration 40F: 3 clusters Score -951932.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -951963.062500 Penalty: 4455.599609
	Iteration 41Q: 3 clusters Score -951963.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -951994.187500 Penalty: 4455.599609
	Iteration 42Q: 3 clusters Score -951994.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -952029.687500 Penalty: 4455.599609
	Iteration 43Q: 3 clusters Score -952029.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -952075.375000 Penalty: 4455.599609
	Iteration 44Q: 3 clusters Score -952075.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -952143.687500 Penalty: 4455.599609
	Iteration 45Q: 3 clusters Score -952143.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -952199.062500 Penalty: 4455.599609
	Iteration 46Q: 3 clusters Score -952199.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -952249.250000 Penalty: 4455.599609
	Iteration 47Q: 3 clusters Score -952249.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -952277.562500 Penalty: 4455.599609
	Iteration 48Q: 3 clusters Score -952277.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -952304.750000 Penalty: 4455.599609
	Iteration 49Q: 3 clusters Score -952304.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -952329.312500 Penalty: 4455.599609
	Iteration 50Q: 3 clusters Score -952329.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -952346.312500 Penalty: 4455.599609
	Iteration 51Q: 3 clusters Score -952346.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -952359.000000 Penalty: 4455.599609
	Iteration 52Q: 3 clusters Score -952359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -952365.312500 Penalty: 4455.599609
	Iteration 53Q: 3 clusters Score -952365.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -952372.062500 Penalty: 4455.599609
	Iteration 54Q: 3 clusters Score -952372.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -952377.750000 Penalty: 4455.599609
	Iteration 55Q: 3 clusters Score -952377.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -952380.687500 Penalty: 4455.599609
	Iteration 56Q: 3 clusters Score -952380.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -952384.312500 Penalty: 4455.599609
	Iteration 57Q: 3 clusters Score -952384.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -952389.500000 Penalty: 4455.599609
	Iteration 58Q: 3 clusters Score -952389.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -952394.375000 Penalty: 4455.599609
	Iteration 59Q: 3 clusters Score -952394.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -952399.187500 Penalty: 4455.599609
	Iteration 60F: 3 clusters Score -952399.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -952405.312500 Penalty: 4455.599609
	Iteration 61Q: 3 clusters Score -952405.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -952410.062500 Penalty: 4455.599609
	Iteration 62Q: 3 clusters Score -952410.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -952412.625000 Penalty: 4455.599609
	Iteration 63Q: 3 clusters Score -952412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -952416.125000 Penalty: 4455.599609
	Iteration 64Q: 3 clusters Score -952416.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -952417.062500 Penalty: 4455.599609
	Iteration 65Q: 3 clusters Score -952417.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -952419.562500 Penalty: 4455.599609
	Iteration 66Q: 3 clusters Score -952419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -952426.375000 Penalty: 4455.599609
	Iteration 67Q: 3 clusters Score -952426.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -952429.000000 Penalty: 4455.599609
	Iteration 68Q: 3 clusters Score -952429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -952437.937500 Penalty: 4455.599609
	Iteration 69Q: 3 clusters Score -952437.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -952444.625000 Penalty: 4455.599609
	Iteration 70Q: 3 clusters Score -952444.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -952448.125000 Penalty: 4455.599609
	Iteration 71Q: 3 clusters Score -952448.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -952454.500000 Penalty: 4455.599609
	Iteration 72Q: 3 clusters Score -952454.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -952457.937500 Penalty: 4455.599609
	Iteration 73Q: 3 clusters Score -952457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -952462.687500 Penalty: 4455.599609
	Iteration 74Q: 3 clusters Score -952462.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -952466.187500 Penalty: 4455.599609
	Iteration 75Q: 3 clusters Score -952466.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -952469.875000 Penalty: 4455.599609
	Iteration 76Q: 3 clusters Score -952469.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -952473.125000 Penalty: 4455.599609
	Iteration 77Q: 3 clusters Score -952473.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -952472.312500 Penalty: 4455.599609
	Iteration 78Q: 3 clusters Score -952472.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -952472.312500 Penalty: 4455.599609
	Iteration 79F: 3 clusters Score -952472.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (228827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228827 members 
Entering Unmasked Estep 
Score: -27920580.000000 Penalty: 3060.498779
	Iteration 0F: 2 clusters Score -2.792058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114283 members 
Mstep: Class 2 contains 114544 members 
Entering Unmasked Estep 
Score: -27777612.000000 Penalty: 6120.997559
	Iteration 0F: 3 clusters Score -2.777761e+07 nChanged 110511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109856 members 
Mstep: Class 2 contains 118971 members 
Entering Unmasked Estep 
Score: -27842570.000000 Penalty: 6120.997559
	Iteration 1F: 3 clusters Score -2.784257e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106672 members 
Mstep: Class 2 contains 122155 members 
Entering Unmasked Estep 
Score: -27844234.000000 Penalty: 6120.997559
	Iteration 2Q: 3 clusters Score -2.784423e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101645 members 
Mstep: Class 2 contains 127182 members 
Entering Unmasked Estep 
Score: -27846980.000000 Penalty: 6120.997559
	Iteration 3Q: 3 clusters Score -2.784698e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 134725 members 
Entering Unmasked Estep 
Score: -27851490.000000 Penalty: 6120.997559
	Iteration 4Q: 3 clusters Score -2.785149e+07 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83528 members 
Mstep: Class 2 contains 145299 members 
Entering Unmasked Estep 
Score: -27858080.000000 Penalty: 6120.997559
	Iteration 5F: 3 clusters Score -2.785808e+07 nChanged 15751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70491 members 
Mstep: Class 2 contains 158336 members 
Entering Unmasked Estep 
Score: -27866936.000000 Penalty: 6120.997559
	Iteration 6F: 3 clusters Score -2.786694e+07 nChanged 16362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 172718 members 
Entering Unmasked Estep 
Score: -27877142.000000 Penalty: 6120.997559
	Iteration 7F: 3 clusters Score -2.787714e+07 nChanged 15215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 186921 members 
Entering Unmasked Estep 
Score: -27887962.000000 Penalty: 6120.997559
	Iteration 8F: 3 clusters Score -2.788796e+07 nChanged 13614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 200313 members 
Entering Unmasked Estep 
Score: -27897354.000000 Penalty: 6120.997559
	Iteration 9F: 3 clusters Score -2.789735e+07 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 211880 members 
Entering Unmasked Estep 
Score: -27905478.000000 Penalty: 6120.997559
	Iteration 10F: 3 clusters Score -2.790548e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 219939 members 
Entering Unmasked Estep 
Score: -27911304.000000 Penalty: 6120.997559
	Iteration 11Q: 3 clusters Score -2.79113e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 224444 members 
Entering Unmasked Estep 
Score: -27914836.000000 Penalty: 6120.997559
	Iteration 12Q: 3 clusters Score -2.791484e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 226495 members 
Entering Unmasked Estep 
Score: -27916428.000000 Penalty: 6120.997559
	Iteration 13Q: 3 clusters Score -2.791643e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 227398 members 
Entering Unmasked Estep 
Score: -27917152.000000 Penalty: 6120.997559
	Iteration 14Q: 3 clusters Score -2.791715e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 227810 members 
Entering Unmasked Estep 
Score: -27917392.000000 Penalty: 6120.997559
	Iteration 15Q: 3 clusters Score -2.791739e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 227988 members 
Entering Unmasked Estep 
Score: -27917548.000000 Penalty: 6120.997559
	Iteration 16Q: 3 clusters Score -2.791755e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 228084 members 
Entering Unmasked Estep 
Score: -27917646.000000 Penalty: 6120.997559
	Iteration 17Q: 3 clusters Score -2.791765e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 228129 members 
Entering Unmasked Estep 
Score: -27917652.000000 Penalty: 6120.997559
	Iteration 18Q: 3 clusters Score -2.791765e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 228169 members 
Entering Unmasked Estep 
Score: -27917706.000000 Penalty: 6120.997559
	Iteration 19Q: 3 clusters Score -2.791771e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 228194 members 
Entering Unmasked Estep 
Score: -27917802.000000 Penalty: 6120.997559
	Iteration 20F: 3 clusters Score -2.79178e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 228220 members 
Entering Unmasked Estep 
Score: -27917842.000000 Penalty: 6120.997559
	Iteration 21Q: 3 clusters Score -2.791784e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 228231 members 
Entering Unmasked Estep 
Score: -27917824.000000 Penalty: 6120.997559
	Iteration 22Q: 3 clusters Score -2.791782e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 228241 members 
Entering Unmasked Estep 
Score: -27917808.000000 Penalty: 6120.997559
	Iteration 23Q: 3 clusters Score -2.791781e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 228249 members 
Entering Unmasked Estep 
Score: -27917840.000000 Penalty: 6120.997559
	Iteration 24Q: 3 clusters Score -2.791784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 228252 members 
Entering Unmasked Estep 
Score: -27917852.000000 Penalty: 6120.997559
	Iteration 25Q: 3 clusters Score -2.791785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 228257 members 
Entering Unmasked Estep 
Score: -27917846.000000 Penalty: 6120.997559
	Iteration 26Q: 3 clusters Score -2.791785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 228259 members 
Entering Unmasked Estep 
Score: -27917856.000000 Penalty: 6120.997559
	Iteration 27Q: 3 clusters Score -2.791786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 228262 members 
Entering Unmasked Estep 
Score: -27917848.000000 Penalty: 6120.997559
	Iteration 28Q: 3 clusters Score -2.791785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 228263 members 
Entering Unmasked Estep 
Score: -27917856.000000 Penalty: 6120.997559
	Iteration 29Q: 3 clusters Score -2.791786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 228266 members 
Entering Unmasked Estep 
Score: -27917856.000000 Penalty: 6120.997559
	Iteration 30Q: 3 clusters Score -2.791786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 228264 members 
Entering Unmasked Estep 
Score: -27917854.000000 Penalty: 6120.997559
	Iteration 31Q: 3 clusters Score -2.791785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 228265 members 
Entering Unmasked Estep 
Score: -27917846.000000 Penalty: 6120.997559
	Iteration 32Q: 3 clusters Score -2.791785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 228266 members 
Entering Unmasked Estep 
Score: -27917844.000000 Penalty: 6120.997559
	Iteration 33Q: 3 clusters Score -2.791784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 228269 members 
Entering Unmasked Estep 
Score: -27917854.000000 Penalty: 6120.997559
	Iteration 34Q: 3 clusters Score -2.791785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 228270 members 
Entering Unmasked Estep 
Score: -27917860.000000 Penalty: 6120.997559
	Iteration 35Q: 3 clusters Score -2.791786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 228269 members 
Entering Unmasked Estep 
Score: -27917870.000000 Penalty: 6120.997559
	Iteration 36Q: 3 clusters Score -2.791787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 228268 members 
Entering Unmasked Estep 
Score: -27917870.000000 Penalty: 6120.997559
	Iteration 37Q: 3 clusters Score -2.791787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 228267 members 
Entering Unmasked Estep 
Score: -27917870.000000 Penalty: 6120.997559
	Iteration 38Q: 3 clusters Score -2.791787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 228267 members 
Entering Unmasked Estep 
Score: -27917870.000000 Penalty: 6120.997559
	Iteration 39F: 3 clusters Score -2.791787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -239496.328125 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -239496.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -236846.437500 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -236846.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -237299.796875 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -237299.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -237414.640625 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -237414.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -237470.562500 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -237470.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -237502.140625 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -237502.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -237519.390625 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -237519.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -237534.734375 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -237534.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -237546.625000 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -237546.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -237553.921875 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -237553.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -237559.562500 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -237559.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -237567.000000 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -237567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -237575.359375 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -237575.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -237582.250000 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -237582.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -237590.875000 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -237590.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -237602.593750 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -237602.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -237613.625000 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -237613.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -237627.812500 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -237627.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -237636.984375 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -237637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -237645.609375 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -237645.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -237657.187500 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -237657.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -237666.234375 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -237666.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -237672.546875 Penalty: 3784.949463
	Iteration 21Q: 3 clusters Score -237672.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -237678.000000 Penalty: 3784.949463
	Iteration 22Q: 3 clusters Score -237678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -237683.468750 Penalty: 3784.949463
	Iteration 23Q: 3 clusters Score -237683.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -237687.375000 Penalty: 3784.949463
	Iteration 24Q: 3 clusters Score -237687.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -237689.937500 Penalty: 3784.949463
	Iteration 25Q: 3 clusters Score -237689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -237691.156250 Penalty: 3784.949463
	Iteration 26Q: 3 clusters Score -237691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -237693.078125 Penalty: 3784.949463
	Iteration 27Q: 3 clusters Score -237693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -237695.218750 Penalty: 3784.949463
	Iteration 28Q: 3 clusters Score -237695.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -237698.562500 Penalty: 3784.949463
	Iteration 29Q: 3 clusters Score -237698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -237699.609375 Penalty: 3784.949463
	Iteration 30Q: 3 clusters Score -237699.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -237699.609375 Penalty: 3784.949463
	Iteration 31F: 3 clusters Score -237699.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -985504.937500 Penalty: 2240.924805
	Iteration 0F: 2 clusters Score -985504.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -978882.062500 Penalty: 4481.849609
	Iteration 0F: 3 clusters Score -978882.1 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -980634.750000 Penalty: 4481.849609
	Iteration 1F: 3 clusters Score -980634.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -980908.000000 Penalty: 4481.849609
	Iteration 2F: 3 clusters Score -980908 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -981088.500000 Penalty: 4481.849609
	Iteration 3Q: 3 clusters Score -981088.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -981228.437500 Penalty: 4481.849609
	Iteration 4Q: 3 clusters Score -981228.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -981349.000000 Penalty: 4481.849609
	Iteration 5Q: 3 clusters Score -981349 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -981459.500000 Penalty: 4481.849609
	Iteration 6Q: 3 clusters Score -981459.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -981575.250000 Penalty: 4481.849609
	Iteration 7Q: 3 clusters Score -981575.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -981705.812500 Penalty: 4481.849609
	Iteration 8Q: 3 clusters Score -981705.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -981840.937500 Penalty: 4481.849609
	Iteration 9Q: 3 clusters Score -981840.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -981953.812500 Penalty: 4481.849609
	Iteration 10Q: 3 clusters Score -981953.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -982059.937500 Penalty: 4481.849609
	Iteration 11Q: 3 clusters Score -982059.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -982159.187500 Penalty: 4481.849609
	Iteration 12Q: 3 clusters Score -982159.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -982272.250000 Penalty: 4481.849609
	Iteration 13Q: 3 clusters Score -982272.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -982376.812500 Penalty: 4481.849609
	Iteration 14Q: 3 clusters Score -982376.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -982480.750000 Penalty: 4481.849609
	Iteration 15Q: 3 clusters Score -982480.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -982591.500000 Penalty: 4481.849609
	Iteration 16Q: 3 clusters Score -982591.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -982709.375000 Penalty: 4481.849609
	Iteration 17Q: 3 clusters Score -982709.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -982825.062500 Penalty: 4481.849609
	Iteration 18Q: 3 clusters Score -982825.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -982930.000000 Penalty: 4481.849609
	Iteration 19Q: 3 clusters Score -982930 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -983025.937500 Penalty: 4481.849609
	Iteration 20F: 3 clusters Score -983025.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -983118.562500 Penalty: 4481.849609
	Iteration 21Q: 3 clusters Score -983118.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -983194.750000 Penalty: 4481.849609
	Iteration 22Q: 3 clusters Score -983194.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -983280.625000 Penalty: 4481.849609
	Iteration 23Q: 3 clusters Score -983280.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -983358.062500 Penalty: 4481.849609
	Iteration 24Q: 3 clusters Score -983358.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -983411.437500 Penalty: 4481.849609
	Iteration 25Q: 3 clusters Score -983411.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -983452.812500 Penalty: 4481.849609
	Iteration 26Q: 3 clusters Score -983452.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -983488.625000 Penalty: 4481.849609
	Iteration 27Q: 3 clusters Score -983488.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -983518.312500 Penalty: 4481.849609
	Iteration 28Q: 3 clusters Score -983518.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -983537.250000 Penalty: 4481.849609
	Iteration 29Q: 3 clusters Score -983537.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -983557.812500 Penalty: 4481.849609
	Iteration 30Q: 3 clusters Score -983557.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -983568.687500 Penalty: 4481.849609
	Iteration 31Q: 3 clusters Score -983568.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -983584.312500 Penalty: 4481.849609
	Iteration 32Q: 3 clusters Score -983584.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -983587.750000 Penalty: 4481.849609
	Iteration 33Q: 3 clusters Score -983587.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -983600.437500 Penalty: 4481.849609
	Iteration 34Q: 3 clusters Score -983600.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -983605.062500 Penalty: 4481.849609
	Iteration 35Q: 3 clusters Score -983605.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -983612.062500 Penalty: 4481.849609
	Iteration 36Q: 3 clusters Score -983612.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -983617.750000 Penalty: 4481.849609
	Iteration 37Q: 3 clusters Score -983617.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -983624.062500 Penalty: 4481.849609
	Iteration 38Q: 3 clusters Score -983624.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -983634.312500 Penalty: 4481.849609
	Iteration 39Q: 3 clusters Score -983634.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -983639.937500 Penalty: 4481.849609
	Iteration 40F: 3 clusters Score -983639.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -983645.875000 Penalty: 4481.849609
	Iteration 41Q: 3 clusters Score -983645.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -983649.312500 Penalty: 4481.849609
	Iteration 42Q: 3 clusters Score -983649.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -983650.375000 Penalty: 4481.849609
	Iteration 43Q: 3 clusters Score -983650.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -983650.562500 Penalty: 4481.849609
	Iteration 44Q: 3 clusters Score -983650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -983653.250000 Penalty: 4481.849609
	Iteration 45Q: 3 clusters Score -983653.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -983654.687500 Penalty: 4481.849609
	Iteration 46Q: 3 clusters Score -983654.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -983655.875000 Penalty: 4481.849609
	Iteration 47Q: 3 clusters Score -983655.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -983659.875000 Penalty: 4481.849609
	Iteration 48Q: 3 clusters Score -983659.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -983660.125000 Penalty: 4481.849609
	Iteration 49Q: 3 clusters Score -983660.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -983665.312500 Penalty: 4481.849609
	Iteration 50Q: 3 clusters Score -983665.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -983667.750000 Penalty: 4481.849609
	Iteration 51Q: 3 clusters Score -983667.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -983671.312500 Penalty: 4481.849609
	Iteration 52Q: 3 clusters Score -983671.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -983673.750000 Penalty: 4481.849609
	Iteration 53Q: 3 clusters Score -983673.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -983678.312500 Penalty: 4481.849609
	Iteration 54Q: 3 clusters Score -983678.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -983680.375000 Penalty: 4481.849609
	Iteration 55Q: 3 clusters Score -983680.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -983683.750000 Penalty: 4481.849609
	Iteration 56Q: 3 clusters Score -983683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -983684.187500 Penalty: 4481.849609
	Iteration 57Q: 3 clusters Score -983684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -983684.375000 Penalty: 4481.849609
	Iteration 58Q: 3 clusters Score -983684.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -983685.125000 Penalty: 4481.849609
	Iteration 59Q: 3 clusters Score -983685.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -983686.625000 Penalty: 4481.849609
	Iteration 60F: 3 clusters Score -983686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -983689.625000 Penalty: 4481.849609
	Iteration 61Q: 3 clusters Score -983689.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -983688.187500 Penalty: 4481.849609
	Iteration 62Q: 3 clusters Score -983688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -983687.500000 Penalty: 4481.849609
	Iteration 63Q: 3 clusters Score -983687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -983688.812500 Penalty: 4481.849609
	Iteration 64Q: 3 clusters Score -983688.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -983690.625000 Penalty: 4481.849609
	Iteration 65Q: 3 clusters Score -983690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -983690.437500 Penalty: 4481.849609
	Iteration 66Q: 3 clusters Score -983690.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -983691.625000 Penalty: 4481.849609
	Iteration 67Q: 3 clusters Score -983691.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -983691.375000 Penalty: 4481.849609
	Iteration 68Q: 3 clusters Score -983691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -983693.625000 Penalty: 4481.849609
	Iteration 69Q: 3 clusters Score -983693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -983693.687500 Penalty: 4481.849609
	Iteration 70Q: 3 clusters Score -983693.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -983695.562500 Penalty: 4481.849609
	Iteration 71Q: 3 clusters Score -983695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -983695.875000 Penalty: 4481.849609
	Iteration 72Q: 3 clusters Score -983695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -983696.375000 Penalty: 4481.849609
	Iteration 73Q: 3 clusters Score -983696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -983695.562500 Penalty: 4481.849609
	Iteration 74Q: 3 clusters Score -983695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -983697.625000 Penalty: 4481.849609
	Iteration 75Q: 3 clusters Score -983697.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -983698.250000 Penalty: 4481.849609
	Iteration 76Q: 3 clusters Score -983698.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -983698.250000 Penalty: 4481.849609
	Iteration 77F: 3 clusters Score -983698.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (6208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Entering Unmasked Estep 
Score: -712276.062500 Penalty: 2165.931396
	Iteration 0F: 2 clusters Score -712276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -706968.312500 Penalty: 4331.862793
	Iteration 0F: 3 clusters Score -706968.3 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -708272.500000 Penalty: 4331.862793
	Iteration 1F: 3 clusters Score -708272.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -708565.625000 Penalty: 4331.862793
	Iteration 2F: 3 clusters Score -708565.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -708802.312500 Penalty: 4331.862793
	Iteration 3F: 3 clusters Score -708802.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -708968.375000 Penalty: 4331.862793
	Iteration 4Q: 3 clusters Score -708968.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -709137.750000 Penalty: 4331.862793
	Iteration 5Q: 3 clusters Score -709137.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -709307.062500 Penalty: 4331.862793
	Iteration 6Q: 3 clusters Score -709307.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -709489.062500 Penalty: 4331.862793
	Iteration 7Q: 3 clusters Score -709489.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -709674.062500 Penalty: 4331.862793
	Iteration 8Q: 3 clusters Score -709674.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -709850.500000 Penalty: 4331.862793
	Iteration 9Q: 3 clusters Score -709850.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -710003.500000 Penalty: 4331.862793
	Iteration 10Q: 3 clusters Score -710003.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -710149.625000 Penalty: 4331.862793
	Iteration 11Q: 3 clusters Score -710149.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -710273.687500 Penalty: 4331.862793
	Iteration 12Q: 3 clusters Score -710273.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -710402.875000 Penalty: 4331.862793
	Iteration 13Q: 3 clusters Score -710402.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -710524.500000 Penalty: 4331.862793
	Iteration 14Q: 3 clusters Score -710524.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -710618.375000 Penalty: 4331.862793
	Iteration 15Q: 3 clusters Score -710618.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -710685.750000 Penalty: 4331.862793
	Iteration 16Q: 3 clusters Score -710685.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -710757.812500 Penalty: 4331.862793
	Iteration 17Q: 3 clusters Score -710757.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -710820.062500 Penalty: 4331.862793
	Iteration 18Q: 3 clusters Score -710820.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -710865.000000 Penalty: 4331.862793
	Iteration 19Q: 3 clusters Score -710865 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -710900.125000 Penalty: 4331.862793
	Iteration 20F: 3 clusters Score -710900.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -710919.437500 Penalty: 4331.862793
	Iteration 21Q: 3 clusters Score -710919.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -710942.687500 Penalty: 4331.862793
	Iteration 22Q: 3 clusters Score -710942.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -710957.437500 Penalty: 4331.862793
	Iteration 23Q: 3 clusters Score -710957.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -710973.250000 Penalty: 4331.862793
	Iteration 24Q: 3 clusters Score -710973.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -710996.625000 Penalty: 4331.862793
	Iteration 25Q: 3 clusters Score -710996.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -711013.437500 Penalty: 4331.862793
	Iteration 26Q: 3 clusters Score -711013.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -711023.812500 Penalty: 4331.862793
	Iteration 27Q: 3 clusters Score -711023.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -711034.562500 Penalty: 4331.862793
	Iteration 28Q: 3 clusters Score -711034.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -711040.312500 Penalty: 4331.862793
	Iteration 29Q: 3 clusters Score -711040.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -711048.875000 Penalty: 4331.862793
	Iteration 30Q: 3 clusters Score -711048.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -711061.437500 Penalty: 4331.862793
	Iteration 31Q: 3 clusters Score -711061.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -711069.125000 Penalty: 4331.862793
	Iteration 32Q: 3 clusters Score -711069.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -711077.750000 Penalty: 4331.862793
	Iteration 33Q: 3 clusters Score -711077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -711081.312500 Penalty: 4331.862793
	Iteration 34Q: 3 clusters Score -711081.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -711082.625000 Penalty: 4331.862793
	Iteration 35Q: 3 clusters Score -711082.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -711087.812500 Penalty: 4331.862793
	Iteration 36Q: 3 clusters Score -711087.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -711088.937500 Penalty: 4331.862793
	Iteration 37Q: 3 clusters Score -711088.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -711090.125000 Penalty: 4331.862793
	Iteration 38Q: 3 clusters Score -711090.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -711091.875000 Penalty: 4331.862793
	Iteration 39Q: 3 clusters Score -711091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -711090.625000 Penalty: 4331.862793
	Iteration 40F: 3 clusters Score -711090.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (10112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Entering Unmasked Estep 
Score: -1092077.750000 Penalty: 2286.926758
	Iteration 0F: 2 clusters Score -1092078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1084478.375000 Penalty: 4573.853516
	Iteration 0F: 3 clusters Score -1084478 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1086876.500000 Penalty: 4573.853516
	Iteration 1F: 3 clusters Score -1086876 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1087292.625000 Penalty: 4573.853516
	Iteration 2F: 3 clusters Score -1087293 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1087612.625000 Penalty: 4573.853516
	Iteration 3F: 3 clusters Score -1087613 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1087903.375000 Penalty: 4573.853516
	Iteration 4F: 3 clusters Score -1087903 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1088183.000000 Penalty: 4573.853516
	Iteration 5Q: 3 clusters Score -1088183 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1088433.875000 Penalty: 4573.853516
	Iteration 6Q: 3 clusters Score -1088434 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1088639.625000 Penalty: 4573.853516
	Iteration 7Q: 3 clusters Score -1088640 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1088858.500000 Penalty: 4573.853516
	Iteration 8Q: 3 clusters Score -1088858 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1089077.375000 Penalty: 4573.853516
	Iteration 9Q: 3 clusters Score -1089077 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1089305.750000 Penalty: 4573.853516
	Iteration 10Q: 3 clusters Score -1089306 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1089526.750000 Penalty: 4573.853516
	Iteration 11Q: 3 clusters Score -1089527 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1089762.125000 Penalty: 4573.853516
	Iteration 12Q: 3 clusters Score -1089762 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1090001.500000 Penalty: 4573.853516
	Iteration 13Q: 3 clusters Score -1090002 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1090181.500000 Penalty: 4573.853516
	Iteration 14Q: 3 clusters Score -1090182 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1090312.625000 Penalty: 4573.853516
	Iteration 15Q: 3 clusters Score -1090313 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1090406.000000 Penalty: 4573.853516
	Iteration 16Q: 3 clusters Score -1090406 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1090482.250000 Penalty: 4573.853516
	Iteration 17Q: 3 clusters Score -1090482 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1090545.750000 Penalty: 4573.853516
	Iteration 18Q: 3 clusters Score -1090546 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1090608.625000 Penalty: 4573.853516
	Iteration 19Q: 3 clusters Score -1090609 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1090661.625000 Penalty: 4573.853516
	Iteration 20F: 3 clusters Score -1090662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1090694.375000 Penalty: 4573.853516
	Iteration 21Q: 3 clusters Score -1090694 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1090733.000000 Penalty: 4573.853516
	Iteration 22Q: 3 clusters Score -1090733 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1090761.125000 Penalty: 4573.853516
	Iteration 23Q: 3 clusters Score -1090761 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1090786.125000 Penalty: 4573.853516
	Iteration 24Q: 3 clusters Score -1090786 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1090804.750000 Penalty: 4573.853516
	Iteration 25Q: 3 clusters Score -1090805 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1090822.250000 Penalty: 4573.853516
	Iteration 26Q: 3 clusters Score -1090822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1090836.375000 Penalty: 4573.853516
	Iteration 27Q: 3 clusters Score -1090836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1090848.875000 Penalty: 4573.853516
	Iteration 28Q: 3 clusters Score -1090849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1090862.250000 Penalty: 4573.853516
	Iteration 29Q: 3 clusters Score -1090862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1090866.375000 Penalty: 4573.853516
	Iteration 30Q: 3 clusters Score -1090866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1090874.500000 Penalty: 4573.853516
	Iteration 31Q: 3 clusters Score -1090874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1090879.500000 Penalty: 4573.853516
	Iteration 32Q: 3 clusters Score -1090880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1090893.500000 Penalty: 4573.853516
	Iteration 33Q: 3 clusters Score -1090894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1090902.625000 Penalty: 4573.853516
	Iteration 34Q: 3 clusters Score -1090903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1090916.125000 Penalty: 4573.853516
	Iteration 35Q: 3 clusters Score -1090916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1090924.000000 Penalty: 4573.853516
	Iteration 36Q: 3 clusters Score -1090924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1090930.750000 Penalty: 4573.853516
	Iteration 37Q: 3 clusters Score -1090931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1090938.500000 Penalty: 4573.853516
	Iteration 38Q: 3 clusters Score -1090938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1090943.000000 Penalty: 4573.853516
	Iteration 39Q: 3 clusters Score -1090943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1090950.750000 Penalty: 4573.853516
	Iteration 40F: 3 clusters Score -1090951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1090954.625000 Penalty: 4573.853516
	Iteration 41Q: 3 clusters Score -1090955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1090962.000000 Penalty: 4573.853516
	Iteration 42Q: 3 clusters Score -1090962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1090959.875000 Penalty: 4573.853516
	Iteration 43Q: 3 clusters Score -1090960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1090958.375000 Penalty: 4573.853516
	Iteration 44Q: 3 clusters Score -1090958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1090960.500000 Penalty: 4573.853516
	Iteration 45Q: 3 clusters Score -1090960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1090961.875000 Penalty: 4573.853516
	Iteration 46Q: 3 clusters Score -1090962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1090962.750000 Penalty: 4573.853516
	Iteration 47Q: 3 clusters Score -1090963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1090963.125000 Penalty: 4573.853516
	Iteration 48Q: 3 clusters Score -1090963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1090962.375000 Penalty: 4573.853516
	Iteration 49Q: 3 clusters Score -1090962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1090962.125000 Penalty: 4573.853516
	Iteration 50Q: 3 clusters Score -1090962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1090962.625000 Penalty: 4573.853516
	Iteration 51Q: 3 clusters Score -1090963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1090962.625000 Penalty: 4573.853516
	Iteration 52F: 3 clusters Score -1090963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -372073.156250 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -372073.2 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 1198 members 
Entering Unmasked Estep 
Score: -369181.875000 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -369181.9 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -370002.562500 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -370002.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -370611.687500 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -370611.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -370956.937500 Penalty: 3849.614258
	Iteration 3F: 3 clusters Score -370956.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -371207.500000 Penalty: 3849.614258
	Iteration 4F: 3 clusters Score -371207.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -371370.218750 Penalty: 3849.614258
	Iteration 5F: 3 clusters Score -371370.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -371490.093750 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -371490.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -371552.937500 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -371552.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -371588.281250 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -371588.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -371612.812500 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -371612.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -371625.843750 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -371625.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -371631.968750 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -371632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -371637.687500 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -371637.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -371643.000000 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -371643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -371644.437500 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -371644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -371644.687500 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -371644.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -371645.187500 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -371645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -371647.343750 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -371647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -371647.593750 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -371647.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -371647.593750 Penalty: 3849.614258
	Iteration 19F: 3 clusters Score -371647.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -65081.281250 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -65081.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63547.574219 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -63547.57 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64266.531250 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -64266.53 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -64708.066406 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -64708.07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65010.535156 Penalty: 3247.205566
	Iteration 3F: 3 clusters Score -65010.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -65114.394531 Penalty: 3247.205566
	Iteration 4Q: 3 clusters Score -65114.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65165.015625 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -65165.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -65230.804688 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -65230.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65260.867188 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -65260.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65267.722656 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -65267.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65271.816406 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -65271.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65278.128906 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -65278.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65280.101562 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -65280.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65281.066406 Penalty: 3247.205566
	Iteration 12F: 3 clusters Score -65281.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -65294.667969 Penalty: 3247.205566
	Iteration 13Q: 3 clusters Score -65294.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -65294.667969 Penalty: 3247.205566
	Iteration 14F: 3 clusters Score -65294.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 277 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 420 members 
Entering Unmasked Estep 
Score: -154541760.000000 Penalty: 293480.187500
Splitting cluster 63 changes total score from -154543520.000000 to -154541760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -204902.500000 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -204902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -202443.156250 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -202443.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -202895.421875 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -202895.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -203010.234375 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -203010.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -203093.625000 Penalty: 3713.916016
	Iteration 3Q: 3 clusters Score -203093.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -203165.343750 Penalty: 3713.916016
	Iteration 4Q: 3 clusters Score -203165.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -203221.484375 Penalty: 3713.916016
	Iteration 5Q: 3 clusters Score -203221.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -203276.093750 Penalty: 3713.916016
	Iteration 6Q: 3 clusters Score -203276.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -203309.328125 Penalty: 3713.916016
	Iteration 7Q: 3 clusters Score -203309.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -203340.921875 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -203340.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -203383.937500 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -203383.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -203430.515625 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -203430.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -203507.453125 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -203507.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -203594.187500 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -203594.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -203735.046875 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -203735 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -203920.171875 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -203920.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -204104.859375 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -204104.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -204283.343750 Penalty: 3713.916016
	Iteration 16Q: 3 clusters Score -204283.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -204479.968750 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -204480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -204631.890625 Penalty: 3713.916016
	Iteration 18Q: 3 clusters Score -204631.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -204771.531250 Penalty: 3713.916016
	Iteration 19Q: 3 clusters Score -204771.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -204835.578125 Penalty: 3713.916016
	Iteration 20F: 3 clusters Score -204835.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -204864.453125 Penalty: 3713.916016
	Iteration 21Q: 3 clusters Score -204864.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -204876.671875 Penalty: 3713.916016
	Iteration 22Q: 3 clusters Score -204876.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -204881.500000 Penalty: 3713.916016
	Iteration 23Q: 3 clusters Score -204881.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -204888.218750 Penalty: 3713.916016
	Iteration 24Q: 3 clusters Score -204888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -204895.921875 Penalty: 3713.916016
	Iteration 25Q: 3 clusters Score -204895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -204904.093750 Penalty: 3713.916016
	Iteration 26Q: 3 clusters Score -204904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -204912.000000 Penalty: 3713.916016
	Iteration 27Q: 3 clusters Score -204912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -204918.937500 Penalty: 3713.916016
	Iteration 28Q: 3 clusters Score -204918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -204920.093750 Penalty: 3713.916016
	Iteration 29Q: 3 clusters Score -204920.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -204920.093750 Penalty: 3713.916016
	Iteration 30F: 3 clusters Score -204920.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1067 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 719 members 
Entering Unmasked Estep 
Score: -154541792.000000 Penalty: 293480.187500
Splitting cluster 64 changes total score from -154543520.000000 to -154541792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -336356.156250 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -336356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -333229.781250 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -333229.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -333872.281250 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -333872.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -334080.593750 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -334080.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -334213.187500 Penalty: 3943.274414
	Iteration 3F: 3 clusters Score -334213.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -334306.718750 Penalty: 3943.274414
	Iteration 4Q: 3 clusters Score -334306.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -334367.718750 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -334367.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -334414.500000 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -334414.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -334444.531250 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -334444.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -334462.937500 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -334462.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -334477.000000 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -334477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -334484.312500 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -334484.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -334493.312500 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -334493.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -334501.812500 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -334501.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -334508.687500 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -334508.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -334518.718750 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -334518.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -334526.468750 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -334526.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -334533.812500 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -334533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -334537.718750 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -334537.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -334538.625000 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -334538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -334540.562500 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -334540.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -334541.406250 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -334541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -334542.031250 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -334542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -334542.000000 Penalty: 3943.274414
	Iteration 22Q: 3 clusters Score -334542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -334544.218750 Penalty: 3943.274414
	Iteration 23Q: 3 clusters Score -334544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -334544.312500 Penalty: 3943.274414
	Iteration 24Q: 3 clusters Score -334544.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -334544.937500 Penalty: 3943.274414
	Iteration 25Q: 3 clusters Score -334544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -334545.093750 Penalty: 3943.274414
	Iteration 26Q: 3 clusters Score -334545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -334545.843750 Penalty: 3943.274414
	Iteration 27Q: 3 clusters Score -334545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -334546.843750 Penalty: 3943.274414
	Iteration 28Q: 3 clusters Score -334546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -334547.125000 Penalty: 3943.274414
	Iteration 29Q: 3 clusters Score -334547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -334548.093750 Penalty: 3943.274414
	Iteration 30Q: 3 clusters Score -334548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -334548.500000 Penalty: 3943.274414
	Iteration 31Q: 3 clusters Score -334548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -334550.156250 Penalty: 3943.274414
	Iteration 32Q: 3 clusters Score -334550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -334554.156250 Penalty: 3943.274414
	Iteration 33Q: 3 clusters Score -334554.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -334557.812500 Penalty: 3943.274414
	Iteration 34Q: 3 clusters Score -334557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -334558.906250 Penalty: 3943.274414
	Iteration 35Q: 3 clusters Score -334558.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -334562.218750 Penalty: 3943.274414
	Iteration 36Q: 3 clusters Score -334562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -334564.937500 Penalty: 3943.274414
	Iteration 37Q: 3 clusters Score -334564.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -334568.687500 Penalty: 3943.274414
	Iteration 38Q: 3 clusters Score -334568.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -334571.437500 Penalty: 3943.274414
	Iteration 39Q: 3 clusters Score -334571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -334572.593750 Penalty: 3943.274414
	Iteration 40F: 3 clusters Score -334572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -334574.156250 Penalty: 3943.274414
	Iteration 41Q: 3 clusters Score -334574.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -334575.937500 Penalty: 3943.274414
	Iteration 42Q: 3 clusters Score -334575.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -334575.937500 Penalty: 3943.274414
	Iteration 43F: 3 clusters Score -334575.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Entering Unmasked Estep 
Score: -843312.375000 Penalty: 2219.474854
	Iteration 0F: 2 clusters Score -843312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -837045.187500 Penalty: 4438.949707
	Iteration 0F: 3 clusters Score -837045.2 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -838929.937500 Penalty: 4438.949707
	Iteration 1F: 3 clusters Score -838929.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -839401.750000 Penalty: 4438.949707
	Iteration 2F: 3 clusters Score -839401.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -839698.812500 Penalty: 4438.949707
	Iteration 3F: 3 clusters Score -839698.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -839950.125000 Penalty: 4438.949707
	Iteration 4F: 3 clusters Score -839950.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -840163.062500 Penalty: 4438.949707
	Iteration 5Q: 3 clusters Score -840163.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -840317.875000 Penalty: 4438.949707
	Iteration 6Q: 3 clusters Score -840317.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -840437.625000 Penalty: 4438.949707
	Iteration 7Q: 3 clusters Score -840437.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -840550.125000 Penalty: 4438.949707
	Iteration 8Q: 3 clusters Score -840550.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -840641.562500 Penalty: 4438.949707
	Iteration 9Q: 3 clusters Score -840641.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -840718.687500 Penalty: 4438.949707
	Iteration 10Q: 3 clusters Score -840718.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -840818.875000 Penalty: 4438.949707
	Iteration 11Q: 3 clusters Score -840818.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -840914.437500 Penalty: 4438.949707
	Iteration 12Q: 3 clusters Score -840914.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -841023.625000 Penalty: 4438.949707
	Iteration 13Q: 3 clusters Score -841023.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -841131.000000 Penalty: 4438.949707
	Iteration 14Q: 3 clusters Score -841131 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -841242.187500 Penalty: 4438.949707
	Iteration 15Q: 3 clusters Score -841242.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -841342.000000 Penalty: 4438.949707
	Iteration 16Q: 3 clusters Score -841342 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -841441.375000 Penalty: 4438.949707
	Iteration 17Q: 3 clusters Score -841441.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -841519.812500 Penalty: 4438.949707
	Iteration 18Q: 3 clusters Score -841519.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -841578.375000 Penalty: 4438.949707
	Iteration 19Q: 3 clusters Score -841578.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -841631.812500 Penalty: 4438.949707
	Iteration 20F: 3 clusters Score -841631.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -841671.500000 Penalty: 4438.949707
	Iteration 21Q: 3 clusters Score -841671.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -841698.437500 Penalty: 4438.949707
	Iteration 22Q: 3 clusters Score -841698.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -841720.062500 Penalty: 4438.949707
	Iteration 23Q: 3 clusters Score -841720.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -841736.937500 Penalty: 4438.949707
	Iteration 24Q: 3 clusters Score -841736.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -841747.562500 Penalty: 4438.949707
	Iteration 25Q: 3 clusters Score -841747.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -841758.000000 Penalty: 4438.949707
	Iteration 26Q: 3 clusters Score -841758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -841763.625000 Penalty: 4438.949707
	Iteration 27Q: 3 clusters Score -841763.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -841768.500000 Penalty: 4438.949707
	Iteration 28Q: 3 clusters Score -841768.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -841772.062500 Penalty: 4438.949707
	Iteration 29Q: 3 clusters Score -841772.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -841774.000000 Penalty: 4438.949707
	Iteration 30Q: 3 clusters Score -841774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -841780.000000 Penalty: 4438.949707
	Iteration 31Q: 3 clusters Score -841780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -841779.625000 Penalty: 4438.949707
	Iteration 32Q: 3 clusters Score -841779.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -841782.562500 Penalty: 4438.949707
	Iteration 33Q: 3 clusters Score -841782.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -841784.625000 Penalty: 4438.949707
	Iteration 34Q: 3 clusters Score -841784.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -841785.625000 Penalty: 4438.949707
	Iteration 35Q: 3 clusters Score -841785.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -841787.687500 Penalty: 4438.949707
	Iteration 36Q: 3 clusters Score -841787.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -841792.000000 Penalty: 4438.949707
	Iteration 37Q: 3 clusters Score -841792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -841798.312500 Penalty: 4438.949707
	Iteration 38Q: 3 clusters Score -841798.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -841800.750000 Penalty: 4438.949707
	Iteration 39Q: 3 clusters Score -841800.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -841804.062500 Penalty: 4438.949707
	Iteration 40F: 3 clusters Score -841804.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -841806.937500 Penalty: 4438.949707
	Iteration 41Q: 3 clusters Score -841806.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -841812.375000 Penalty: 4438.949707
	Iteration 42Q: 3 clusters Score -841812.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -841816.812500 Penalty: 4438.949707
	Iteration 43Q: 3 clusters Score -841816.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -841820.500000 Penalty: 4438.949707
	Iteration 44Q: 3 clusters Score -841820.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -841827.375000 Penalty: 4438.949707
	Iteration 45Q: 3 clusters Score -841827.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -841828.750000 Penalty: 4438.949707
	Iteration 46Q: 3 clusters Score -841828.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -841831.875000 Penalty: 4438.949707
	Iteration 47Q: 3 clusters Score -841831.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -841835.875000 Penalty: 4438.949707
	Iteration 48Q: 3 clusters Score -841835.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -841836.812500 Penalty: 4438.949707
	Iteration 49Q: 3 clusters Score -841836.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -841842.250000 Penalty: 4438.949707
	Iteration 50Q: 3 clusters Score -841842.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -841843.000000 Penalty: 4438.949707
	Iteration 51Q: 3 clusters Score -841843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -841845.312500 Penalty: 4438.949707
	Iteration 52Q: 3 clusters Score -841845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -841844.875000 Penalty: 4438.949707
	Iteration 53Q: 3 clusters Score -841844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -841845.625000 Penalty: 4438.949707
	Iteration 54Q: 3 clusters Score -841845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -841847.562500 Penalty: 4438.949707
	Iteration 55Q: 3 clusters Score -841847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -841850.562500 Penalty: 4438.949707
	Iteration 56Q: 3 clusters Score -841850.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -841851.625000 Penalty: 4438.949707
	Iteration 57Q: 3 clusters Score -841851.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -841855.812500 Penalty: 4438.949707
	Iteration 58Q: 3 clusters Score -841855.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -841858.125000 Penalty: 4438.949707
	Iteration 59Q: 3 clusters Score -841858.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -841859.750000 Penalty: 4438.949707
	Iteration 60F: 3 clusters Score -841859.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -841864.500000 Penalty: 4438.949707
	Iteration 61Q: 3 clusters Score -841864.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -841868.687500 Penalty: 4438.949707
	Iteration 62Q: 3 clusters Score -841868.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -841871.250000 Penalty: 4438.949707
	Iteration 63Q: 3 clusters Score -841871.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -841875.187500 Penalty: 4438.949707
	Iteration 64Q: 3 clusters Score -841875.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -841876.125000 Penalty: 4438.949707
	Iteration 65Q: 3 clusters Score -841876.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -841878.750000 Penalty: 4438.949707
	Iteration 66Q: 3 clusters Score -841878.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -841880.500000 Penalty: 4438.949707
	Iteration 67Q: 3 clusters Score -841880.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -841882.375000 Penalty: 4438.949707
	Iteration 68Q: 3 clusters Score -841882.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -841883.750000 Penalty: 4438.949707
	Iteration 69Q: 3 clusters Score -841883.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -841888.250000 Penalty: 4438.949707
	Iteration 70Q: 3 clusters Score -841888.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -841890.375000 Penalty: 4438.949707
	Iteration 71Q: 3 clusters Score -841890.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -841894.187500 Penalty: 4438.949707
	Iteration 72Q: 3 clusters Score -841894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -841893.875000 Penalty: 4438.949707
	Iteration 73Q: 3 clusters Score -841893.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -841897.625000 Penalty: 4438.949707
	Iteration 74Q: 3 clusters Score -841897.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -841897.750000 Penalty: 4438.949707
	Iteration 75Q: 3 clusters Score -841897.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -841900.812500 Penalty: 4438.949707
	Iteration 76Q: 3 clusters Score -841900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -841900.000000 Penalty: 4438.949707
	Iteration 77Q: 3 clusters Score -841900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -841905.062500 Penalty: 4438.949707
	Iteration 78Q: 3 clusters Score -841905.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -841909.187500 Penalty: 4438.949707
	Iteration 79Q: 3 clusters Score -841909.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -841913.875000 Penalty: 4438.949707
	Iteration 80F: 3 clusters Score -841913.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -841917.812500 Penalty: 4438.949707
	Iteration 81Q: 3 clusters Score -841917.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -841920.312500 Penalty: 4438.949707
	Iteration 82Q: 3 clusters Score -841920.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -841923.625000 Penalty: 4438.949707
	Iteration 83Q: 3 clusters Score -841923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -841925.500000 Penalty: 4438.949707
	Iteration 84Q: 3 clusters Score -841925.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -841927.562500 Penalty: 4438.949707
	Iteration 85Q: 3 clusters Score -841927.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -841929.562500 Penalty: 4438.949707
	Iteration 86Q: 3 clusters Score -841929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -841929.062500 Penalty: 4438.949707
	Iteration 87Q: 3 clusters Score -841929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -841931.125000 Penalty: 4438.949707
	Iteration 88Q: 3 clusters Score -841931.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -841932.375000 Penalty: 4438.949707
	Iteration 89Q: 3 clusters Score -841932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -841931.687500 Penalty: 4438.949707
	Iteration 90Q: 3 clusters Score -841931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -841933.500000 Penalty: 4438.949707
	Iteration 91Q: 3 clusters Score -841933.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -841934.812500 Penalty: 4438.949707
	Iteration 92Q: 3 clusters Score -841934.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -841935.750000 Penalty: 4438.949707
	Iteration 93Q: 3 clusters Score -841935.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -841937.062500 Penalty: 4438.949707
	Iteration 94Q: 3 clusters Score -841937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -841939.687500 Penalty: 4438.949707
	Iteration 95Q: 3 clusters Score -841939.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -841938.062500 Penalty: 4438.949707
	Iteration 96Q: 3 clusters Score -841938.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -841941.062500 Penalty: 4438.949707
	Iteration 97Q: 3 clusters Score -841941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -841942.687500 Penalty: 4438.949707
	Iteration 98Q: 3 clusters Score -841942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -841941.125000 Penalty: 4438.949707
	Iteration 99Q: 3 clusters Score -841941.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -841942.750000 Penalty: 4438.949707
	Iteration 100F: 3 clusters Score -841942.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (6890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Entering Unmasked Estep 
Score: -814440.062500 Penalty: 2191.781006
	Iteration 0F: 2 clusters Score -814440.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -808747.625000 Penalty: 4383.562012
	Iteration 0F: 3 clusters Score -808747.6 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -810428.375000 Penalty: 4383.562012
	Iteration 1F: 3 clusters Score -810428.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -810885.250000 Penalty: 4383.562012
	Iteration 2F: 3 clusters Score -810885.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -811326.250000 Penalty: 4383.562012
	Iteration 3F: 3 clusters Score -811326.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -811716.187500 Penalty: 4383.562012
	Iteration 4F: 3 clusters Score -811716.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -812018.125000 Penalty: 4383.562012
	Iteration 5F: 3 clusters Score -812018.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -812212.812500 Penalty: 4383.562012
	Iteration 6Q: 3 clusters Score -812212.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -812329.000000 Penalty: 4383.562012
	Iteration 7Q: 3 clusters Score -812329 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -812414.000000 Penalty: 4383.562012
	Iteration 8Q: 3 clusters Score -812414 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -812486.750000 Penalty: 4383.562012
	Iteration 9Q: 3 clusters Score -812486.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -812558.375000 Penalty: 4383.562012
	Iteration 10Q: 3 clusters Score -812558.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -812618.187500 Penalty: 4383.562012
	Iteration 11Q: 3 clusters Score -812618.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -812676.562500 Penalty: 4383.562012
	Iteration 12Q: 3 clusters Score -812676.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -812745.187500 Penalty: 4383.562012
	Iteration 13Q: 3 clusters Score -812745.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -812818.187500 Penalty: 4383.562012
	Iteration 14Q: 3 clusters Score -812818.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -812892.562500 Penalty: 4383.562012
	Iteration 15Q: 3 clusters Score -812892.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -812970.187500 Penalty: 4383.562012
	Iteration 16Q: 3 clusters Score -812970.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -813056.500000 Penalty: 4383.562012
	Iteration 17Q: 3 clusters Score -813056.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -813130.250000 Penalty: 4383.562012
	Iteration 18Q: 3 clusters Score -813130.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -813189.937500 Penalty: 4383.562012
	Iteration 19Q: 3 clusters Score -813189.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -813258.937500 Penalty: 4383.562012
	Iteration 20F: 3 clusters Score -813258.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -813336.750000 Penalty: 4383.562012
	Iteration 21Q: 3 clusters Score -813336.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -813401.750000 Penalty: 4383.562012
	Iteration 22Q: 3 clusters Score -813401.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -813464.125000 Penalty: 4383.562012
	Iteration 23Q: 3 clusters Score -813464.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -813519.250000 Penalty: 4383.562012
	Iteration 24Q: 3 clusters Score -813519.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -813567.125000 Penalty: 4383.562012
	Iteration 25Q: 3 clusters Score -813567.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -813604.312500 Penalty: 4383.562012
	Iteration 26Q: 3 clusters Score -813604.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -813635.000000 Penalty: 4383.562012
	Iteration 27Q: 3 clusters Score -813635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -813660.500000 Penalty: 4383.562012
	Iteration 28Q: 3 clusters Score -813660.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -813686.250000 Penalty: 4383.562012
	Iteration 29Q: 3 clusters Score -813686.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -813699.375000 Penalty: 4383.562012
	Iteration 30Q: 3 clusters Score -813699.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -813710.000000 Penalty: 4383.562012
	Iteration 31Q: 3 clusters Score -813710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -813715.437500 Penalty: 4383.562012
	Iteration 32Q: 3 clusters Score -813715.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -813719.812500 Penalty: 4383.562012
	Iteration 33Q: 3 clusters Score -813719.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -813723.187500 Penalty: 4383.562012
	Iteration 34Q: 3 clusters Score -813723.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -813727.937500 Penalty: 4383.562012
	Iteration 35Q: 3 clusters Score -813727.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -813730.250000 Penalty: 4383.562012
	Iteration 36Q: 3 clusters Score -813730.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -813731.250000 Penalty: 4383.562012
	Iteration 37Q: 3 clusters Score -813731.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -813733.250000 Penalty: 4383.562012
	Iteration 38Q: 3 clusters Score -813733.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -813733.687500 Penalty: 4383.562012
	Iteration 39Q: 3 clusters Score -813733.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -813734.812500 Penalty: 4383.562012
	Iteration 40F: 3 clusters Score -813734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -813735.250000 Penalty: 4383.562012
	Iteration 41Q: 3 clusters Score -813735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -813735.250000 Penalty: 4383.562012
	Iteration 42F: 3 clusters Score -813735.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -771365.937500 Penalty: 2173.988525
	Iteration 0F: 2 clusters Score -771365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -765983.937500 Penalty: 4347.977051
	Iteration 0F: 3 clusters Score -765983.9 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -767359.750000 Penalty: 4347.977051
	Iteration 1F: 3 clusters Score -767359.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -767586.500000 Penalty: 4347.977051
	Iteration 2F: 3 clusters Score -767586.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -767741.187500 Penalty: 4347.977051
	Iteration 3Q: 3 clusters Score -767741.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -767892.187500 Penalty: 4347.977051
	Iteration 4Q: 3 clusters Score -767892.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -768018.875000 Penalty: 4347.977051
	Iteration 5Q: 3 clusters Score -768018.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -768109.687500 Penalty: 4347.977051
	Iteration 6Q: 3 clusters Score -768109.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -768194.812500 Penalty: 4347.977051
	Iteration 7Q: 3 clusters Score -768194.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -768285.937500 Penalty: 4347.977051
	Iteration 8Q: 3 clusters Score -768285.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -768400.562500 Penalty: 4347.977051
	Iteration 9Q: 3 clusters Score -768400.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -768505.937500 Penalty: 4347.977051
	Iteration 10Q: 3 clusters Score -768505.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -768593.562500 Penalty: 4347.977051
	Iteration 11Q: 3 clusters Score -768593.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -768673.312500 Penalty: 4347.977051
	Iteration 12Q: 3 clusters Score -768673.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -768737.750000 Penalty: 4347.977051
	Iteration 13Q: 3 clusters Score -768737.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -768794.562500 Penalty: 4347.977051
	Iteration 14Q: 3 clusters Score -768794.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -768847.062500 Penalty: 4347.977051
	Iteration 15Q: 3 clusters Score -768847.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -768894.750000 Penalty: 4347.977051
	Iteration 16Q: 3 clusters Score -768894.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -768928.187500 Penalty: 4347.977051
	Iteration 17Q: 3 clusters Score -768928.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -768955.687500 Penalty: 4347.977051
	Iteration 18Q: 3 clusters Score -768955.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -768980.250000 Penalty: 4347.977051
	Iteration 19Q: 3 clusters Score -768980.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -769005.750000 Penalty: 4347.977051
	Iteration 20F: 3 clusters Score -769005.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -769028.500000 Penalty: 4347.977051
	Iteration 21Q: 3 clusters Score -769028.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -769044.250000 Penalty: 4347.977051
	Iteration 22Q: 3 clusters Score -769044.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -769059.687500 Penalty: 4347.977051
	Iteration 23Q: 3 clusters Score -769059.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -769077.562500 Penalty: 4347.977051
	Iteration 24Q: 3 clusters Score -769077.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -769091.625000 Penalty: 4347.977051
	Iteration 25Q: 3 clusters Score -769091.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -769108.375000 Penalty: 4347.977051
	Iteration 26Q: 3 clusters Score -769108.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -769119.937500 Penalty: 4347.977051
	Iteration 27Q: 3 clusters Score -769119.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -769134.250000 Penalty: 4347.977051
	Iteration 28Q: 3 clusters Score -769134.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -769148.000000 Penalty: 4347.977051
	Iteration 29Q: 3 clusters Score -769148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -769158.812500 Penalty: 4347.977051
	Iteration 30Q: 3 clusters Score -769158.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -769166.500000 Penalty: 4347.977051
	Iteration 31Q: 3 clusters Score -769166.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -769176.750000 Penalty: 4347.977051
	Iteration 32Q: 3 clusters Score -769176.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -769182.687500 Penalty: 4347.977051
	Iteration 33Q: 3 clusters Score -769182.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -769187.437500 Penalty: 4347.977051
	Iteration 34Q: 3 clusters Score -769187.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -769191.125000 Penalty: 4347.977051
	Iteration 35Q: 3 clusters Score -769191.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -769195.375000 Penalty: 4347.977051
	Iteration 36Q: 3 clusters Score -769195.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -769195.812500 Penalty: 4347.977051
	Iteration 37Q: 3 clusters Score -769195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -769199.125000 Penalty: 4347.977051
	Iteration 38Q: 3 clusters Score -769199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -769201.375000 Penalty: 4347.977051
	Iteration 39Q: 3 clusters Score -769201.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -769202.687500 Penalty: 4347.977051
	Iteration 40F: 3 clusters Score -769202.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -769205.500000 Penalty: 4347.977051
	Iteration 41Q: 3 clusters Score -769205.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -769208.562500 Penalty: 4347.977051
	Iteration 42Q: 3 clusters Score -769208.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -769210.562500 Penalty: 4347.977051
	Iteration 43Q: 3 clusters Score -769210.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -769210.687500 Penalty: 4347.977051
	Iteration 44Q: 3 clusters Score -769210.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -769217.062500 Penalty: 4347.977051
	Iteration 45Q: 3 clusters Score -769217.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -769221.125000 Penalty: 4347.977051
	Iteration 46Q: 3 clusters Score -769221.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -769230.062500 Penalty: 4347.977051
	Iteration 47Q: 3 clusters Score -769230.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -769240.875000 Penalty: 4347.977051
	Iteration 48Q: 3 clusters Score -769240.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -769256.687500 Penalty: 4347.977051
	Iteration 49Q: 3 clusters Score -769256.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -769279.500000 Penalty: 4347.977051
	Iteration 50Q: 3 clusters Score -769279.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -769312.375000 Penalty: 4347.977051
	Iteration 51Q: 3 clusters Score -769312.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -769347.375000 Penalty: 4347.977051
	Iteration 52Q: 3 clusters Score -769347.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -769381.125000 Penalty: 4347.977051
	Iteration 53Q: 3 clusters Score -769381.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -769429.937500 Penalty: 4347.977051
	Iteration 54Q: 3 clusters Score -769429.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -769458.187500 Penalty: 4347.977051
	Iteration 55Q: 3 clusters Score -769458.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -769480.062500 Penalty: 4347.977051
	Iteration 56Q: 3 clusters Score -769480.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -769504.187500 Penalty: 4347.977051
	Iteration 57Q: 3 clusters Score -769504.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -769526.687500 Penalty: 4347.977051
	Iteration 58Q: 3 clusters Score -769526.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -769550.812500 Penalty: 4347.977051
	Iteration 59Q: 3 clusters Score -769550.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -769580.250000 Penalty: 4347.977051
	Iteration 60F: 3 clusters Score -769580.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -769608.375000 Penalty: 4347.977051
	Iteration 61Q: 3 clusters Score -769608.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -769625.500000 Penalty: 4347.977051
	Iteration 62Q: 3 clusters Score -769625.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -769639.312500 Penalty: 4347.977051
	Iteration 63Q: 3 clusters Score -769639.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -769657.062500 Penalty: 4347.977051
	Iteration 64Q: 3 clusters Score -769657.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -769674.562500 Penalty: 4347.977051
	Iteration 65Q: 3 clusters Score -769674.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -769693.312500 Penalty: 4347.977051
	Iteration 66Q: 3 clusters Score -769693.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -769703.437500 Penalty: 4347.977051
	Iteration 67Q: 3 clusters Score -769703.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -769715.625000 Penalty: 4347.977051
	Iteration 68Q: 3 clusters Score -769715.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -769730.875000 Penalty: 4347.977051
	Iteration 69Q: 3 clusters Score -769730.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -769750.687500 Penalty: 4347.977051
	Iteration 70Q: 3 clusters Score -769750.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -769770.812500 Penalty: 4347.977051
	Iteration 71Q: 3 clusters Score -769770.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -769787.375000 Penalty: 4347.977051
	Iteration 72Q: 3 clusters Score -769787.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -769801.437500 Penalty: 4347.977051
	Iteration 73Q: 3 clusters Score -769801.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -769805.562500 Penalty: 4347.977051
	Iteration 74Q: 3 clusters Score -769805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -769808.437500 Penalty: 4347.977051
	Iteration 75Q: 3 clusters Score -769808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -769810.125000 Penalty: 4347.977051
	Iteration 76Q: 3 clusters Score -769810.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -769810.500000 Penalty: 4347.977051
	Iteration 77Q: 3 clusters Score -769810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -769811.937500 Penalty: 4347.977051
	Iteration 78Q: 3 clusters Score -769811.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -769811.250000 Penalty: 4347.977051
	Iteration 79Q: 3 clusters Score -769811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -769813.687500 Penalty: 4347.977051
	Iteration 80F: 3 clusters Score -769813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -769813.250000 Penalty: 4347.977051
	Iteration 81Q: 3 clusters Score -769813.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -769813.250000 Penalty: 4347.977051
	Iteration 82F: 3 clusters Score -769813.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -371756.593750 Penalty: 2033.943604
	Iteration 0F: 2 clusters Score -371756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -368163.750000 Penalty: 4067.887207
	Iteration 0F: 3 clusters Score -368163.8 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -369179.593750 Penalty: 4067.887207
	Iteration 1F: 3 clusters Score -369179.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -369668.593750 Penalty: 4067.887207
	Iteration 2F: 3 clusters Score -369668.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -370101.437500 Penalty: 4067.887207
	Iteration 3F: 3 clusters Score -370101.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -370458.968750 Penalty: 4067.887207
	Iteration 4F: 3 clusters Score -370459 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -370689.000000 Penalty: 4067.887207
	Iteration 5F: 3 clusters Score -370689 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -370826.312500 Penalty: 4067.887207
	Iteration 6Q: 3 clusters Score -370826.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -370926.468750 Penalty: 4067.887207
	Iteration 7Q: 3 clusters Score -370926.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -370993.281250 Penalty: 4067.887207
	Iteration 8Q: 3 clusters Score -370993.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -371046.375000 Penalty: 4067.887207
	Iteration 9Q: 3 clusters Score -371046.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -371098.062500 Penalty: 4067.887207
	Iteration 10Q: 3 clusters Score -371098.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -371134.875000 Penalty: 4067.887207
	Iteration 11Q: 3 clusters Score -371134.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -371150.156250 Penalty: 4067.887207
	Iteration 12Q: 3 clusters Score -371150.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -371160.250000 Penalty: 4067.887207
	Iteration 13Q: 3 clusters Score -371160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -371162.906250 Penalty: 4067.887207
	Iteration 14Q: 3 clusters Score -371162.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -371165.625000 Penalty: 4067.887207
	Iteration 15Q: 3 clusters Score -371165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -371165.718750 Penalty: 4067.887207
	Iteration 16Q: 3 clusters Score -371165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -371167.125000 Penalty: 4067.887207
	Iteration 17Q: 3 clusters Score -371167.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -371168.218750 Penalty: 4067.887207
	Iteration 18Q: 3 clusters Score -371168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -371168.968750 Penalty: 4067.887207
	Iteration 19Q: 3 clusters Score -371169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -371176.656250 Penalty: 4067.887207
	Iteration 20F: 3 clusters Score -371176.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -371183.500000 Penalty: 4067.887207
	Iteration 21Q: 3 clusters Score -371183.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -371186.968750 Penalty: 4067.887207
	Iteration 22Q: 3 clusters Score -371187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -371193.625000 Penalty: 4067.887207
	Iteration 23Q: 3 clusters Score -371193.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -371197.968750 Penalty: 4067.887207
	Iteration 24Q: 3 clusters Score -371198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -371201.375000 Penalty: 4067.887207
	Iteration 25Q: 3 clusters Score -371201.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -371202.312500 Penalty: 4067.887207
	Iteration 26Q: 3 clusters Score -371202.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -371204.531250 Penalty: 4067.887207
	Iteration 27Q: 3 clusters Score -371204.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -371205.843750 Penalty: 4067.887207
	Iteration 28Q: 3 clusters Score -371205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -371205.093750 Penalty: 4067.887207
	Iteration 29Q: 3 clusters Score -371205.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -371206.093750 Penalty: 4067.887207
	Iteration 30Q: 3 clusters Score -371206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -371206.093750 Penalty: 4067.887207
	Iteration 31F: 3 clusters Score -371206.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -61479.640625 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -61479.64 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 220 members 
Entering Unmasked Estep 
Score: -60102.546875 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -60102.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60254.195312 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -60254.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60295.980469 Penalty: 2966.781494
	Iteration 2Q: 3 clusters Score -60295.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60310.156250 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -60310.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60314.187500 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -60314.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60314.187500 Penalty: 2966.781494
	Iteration 5F: 3 clusters Score -60314.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -777591.062500 Penalty: 2176.298096
	Iteration 0F: 2 clusters Score -777591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -772131.250000 Penalty: 4352.596191
	Iteration 0F: 3 clusters Score -772131.2 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -773673.812500 Penalty: 4352.596191
	Iteration 1F: 3 clusters Score -773673.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -773989.312500 Penalty: 4352.596191
	Iteration 2F: 3 clusters Score -773989.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -774236.562500 Penalty: 4352.596191
	Iteration 3F: 3 clusters Score -774236.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -774441.875000 Penalty: 4352.596191
	Iteration 4Q: 3 clusters Score -774441.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -774637.250000 Penalty: 4352.596191
	Iteration 5Q: 3 clusters Score -774637.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -774836.625000 Penalty: 4352.596191
	Iteration 6Q: 3 clusters Score -774836.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -774991.625000 Penalty: 4352.596191
	Iteration 7Q: 3 clusters Score -774991.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -775108.375000 Penalty: 4352.596191
	Iteration 8Q: 3 clusters Score -775108.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -775212.062500 Penalty: 4352.596191
	Iteration 9Q: 3 clusters Score -775212.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -775282.687500 Penalty: 4352.596191
	Iteration 10Q: 3 clusters Score -775282.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -775329.625000 Penalty: 4352.596191
	Iteration 11Q: 3 clusters Score -775329.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -775379.625000 Penalty: 4352.596191
	Iteration 12Q: 3 clusters Score -775379.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -775419.187500 Penalty: 4352.596191
	Iteration 13Q: 3 clusters Score -775419.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -775457.687500 Penalty: 4352.596191
	Iteration 14Q: 3 clusters Score -775457.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -775500.062500 Penalty: 4352.596191
	Iteration 15Q: 3 clusters Score -775500.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -775532.062500 Penalty: 4352.596191
	Iteration 16Q: 3 clusters Score -775532.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -775565.000000 Penalty: 4352.596191
	Iteration 17Q: 3 clusters Score -775565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -775583.750000 Penalty: 4352.596191
	Iteration 18Q: 3 clusters Score -775583.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -775610.937500 Penalty: 4352.596191
	Iteration 19Q: 3 clusters Score -775610.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -775633.875000 Penalty: 4352.596191
	Iteration 20F: 3 clusters Score -775633.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -775649.562500 Penalty: 4352.596191
	Iteration 21Q: 3 clusters Score -775649.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -775669.562500 Penalty: 4352.596191
	Iteration 22Q: 3 clusters Score -775669.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -775684.437500 Penalty: 4352.596191
	Iteration 23Q: 3 clusters Score -775684.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -775690.562500 Penalty: 4352.596191
	Iteration 24Q: 3 clusters Score -775690.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -775697.500000 Penalty: 4352.596191
	Iteration 25Q: 3 clusters Score -775697.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -775708.125000 Penalty: 4352.596191
	Iteration 26Q: 3 clusters Score -775708.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -775721.562500 Penalty: 4352.596191
	Iteration 27Q: 3 clusters Score -775721.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -775731.937500 Penalty: 4352.596191
	Iteration 28Q: 3 clusters Score -775731.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -775744.437500 Penalty: 4352.596191
	Iteration 29Q: 3 clusters Score -775744.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -775753.187500 Penalty: 4352.596191
	Iteration 30Q: 3 clusters Score -775753.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -775757.312500 Penalty: 4352.596191
	Iteration 31Q: 3 clusters Score -775757.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -775763.500000 Penalty: 4352.596191
	Iteration 32Q: 3 clusters Score -775763.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -775766.250000 Penalty: 4352.596191
	Iteration 33Q: 3 clusters Score -775766.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -775768.437500 Penalty: 4352.596191
	Iteration 34Q: 3 clusters Score -775768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -775768.375000 Penalty: 4352.596191
	Iteration 35Q: 3 clusters Score -775768.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -775770.750000 Penalty: 4352.596191
	Iteration 36Q: 3 clusters Score -775770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -775770.437500 Penalty: 4352.596191
	Iteration 37Q: 3 clusters Score -775770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -775771.875000 Penalty: 4352.596191
	Iteration 38Q: 3 clusters Score -775771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -775770.562500 Penalty: 4352.596191
	Iteration 39Q: 3 clusters Score -775770.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -775772.500000 Penalty: 4352.596191
	Iteration 40F: 3 clusters Score -775772.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -775773.250000 Penalty: 4352.596191
	Iteration 41Q: 3 clusters Score -775773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -775774.500000 Penalty: 4352.596191
	Iteration 42Q: 3 clusters Score -775774.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -775774.125000 Penalty: 4352.596191
	Iteration 43Q: 3 clusters Score -775774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -775775.250000 Penalty: 4352.596191
	Iteration 44Q: 3 clusters Score -775775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -775775.250000 Penalty: 4352.596191
	Iteration 45F: 3 clusters Score -775775.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -159081.875000 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -159081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -156873.625000 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -156873.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -157270.218750 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -157270.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157427.718750 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -157427.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -157559.078125 Penalty: 3592.782471
	Iteration 3F: 3 clusters Score -157559.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -157655.531250 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -157655.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -157714.968750 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -157715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -157778.218750 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -157778.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -157868.531250 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -157868.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -157944.093750 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -157944.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -158001.343750 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -158001.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -158037.515625 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -158037.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -158062.421875 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -158062.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -158077.484375 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -158077.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -158096.703125 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -158096.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158124.406250 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -158124.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -158156.796875 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -158156.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -158185.734375 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -158185.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -158202.656250 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -158202.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -158215.343750 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -158215.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -158226.875000 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -158226.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -158241.640625 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -158241.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -158251.343750 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -158251.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -158266.937500 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -158266.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -158275.437500 Penalty: 3592.782471
	Iteration 23Q: 3 clusters Score -158275.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -158285.890625 Penalty: 3592.782471
	Iteration 24Q: 3 clusters Score -158285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -158293.984375 Penalty: 3592.782471
	Iteration 25Q: 3 clusters Score -158294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158296.343750 Penalty: 3592.782471
	Iteration 26Q: 3 clusters Score -158296.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158299.359375 Penalty: 3592.782471
	Iteration 27Q: 3 clusters Score -158299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -158302.531250 Penalty: 3592.782471
	Iteration 28Q: 3 clusters Score -158302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158307.093750 Penalty: 3592.782471
	Iteration 29Q: 3 clusters Score -158307.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -158313.656250 Penalty: 3592.782471
	Iteration 30Q: 3 clusters Score -158313.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158318.843750 Penalty: 3592.782471
	Iteration 31Q: 3 clusters Score -158318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -158321.562500 Penalty: 3592.782471
	Iteration 32Q: 3 clusters Score -158321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158322.343750 Penalty: 3592.782471
	Iteration 33Q: 3 clusters Score -158322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158322.343750 Penalty: 3592.782471
	Iteration 34F: 3 clusters Score -158322.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Entering Unmasked Estep 
Score: -589754.812500 Penalty: 2037.723755
	Iteration 0F: 2 clusters Score -589754.8 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 1829 members 
Entering Unmasked Estep 
Score: -586096.312500 Penalty: 4075.447510
	Iteration 0F: 3 clusters Score -586096.3 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -587330.125000 Penalty: 4075.447510
	Iteration 1F: 3 clusters Score -587330.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -587942.812500 Penalty: 4075.447510
	Iteration 2F: 3 clusters Score -587942.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -588441.000000 Penalty: 4075.447510
	Iteration 3F: 3 clusters Score -588441 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -588832.375000 Penalty: 4075.447510
	Iteration 4F: 3 clusters Score -588832.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -589000.062500 Penalty: 4075.447510
	Iteration 5Q: 3 clusters Score -589000.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -589090.750000 Penalty: 4075.447510
	Iteration 6Q: 3 clusters Score -589090.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -589133.125000 Penalty: 4075.447510
	Iteration 7Q: 3 clusters Score -589133.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -589153.500000 Penalty: 4075.447510
	Iteration 8Q: 3 clusters Score -589153.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -589168.937500 Penalty: 4075.447510
	Iteration 9Q: 3 clusters Score -589168.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -589184.437500 Penalty: 4075.447510
	Iteration 10Q: 3 clusters Score -589184.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -589197.250000 Penalty: 4075.447510
	Iteration 11Q: 3 clusters Score -589197.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -589207.312500 Penalty: 4075.447510
	Iteration 12Q: 3 clusters Score -589207.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -589212.000000 Penalty: 4075.447510
	Iteration 13Q: 3 clusters Score -589212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -589214.750000 Penalty: 4075.447510
	Iteration 14Q: 3 clusters Score -589214.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -589219.375000 Penalty: 4075.447510
	Iteration 15Q: 3 clusters Score -589219.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -589221.312500 Penalty: 4075.447510
	Iteration 16Q: 3 clusters Score -589221.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -589222.812500 Penalty: 4075.447510
	Iteration 17Q: 3 clusters Score -589222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -589223.187500 Penalty: 4075.447510
	Iteration 18Q: 3 clusters Score -589223.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -589223.187500 Penalty: 4075.447510
	Iteration 19F: 3 clusters Score -589223.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -233954.312500 Penalty: 1881.652954
	Iteration 0F: 2 clusters Score -233954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -231353.281250 Penalty: 3763.305908
	Iteration 0F: 3 clusters Score -231353.3 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -231779.453125 Penalty: 3763.305908
	Iteration 1F: 3 clusters Score -231779.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -231892.187500 Penalty: 3763.305908
	Iteration 2F: 3 clusters Score -231892.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -231966.500000 Penalty: 3763.305908
	Iteration 3Q: 3 clusters Score -231966.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -232023.796875 Penalty: 3763.305908
	Iteration 4Q: 3 clusters Score -232023.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -232057.718750 Penalty: 3763.305908
	Iteration 5Q: 3 clusters Score -232057.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -232086.703125 Penalty: 3763.305908
	Iteration 6Q: 3 clusters Score -232086.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -232109.875000 Penalty: 3763.305908
	Iteration 7Q: 3 clusters Score -232109.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -232135.015625 Penalty: 3763.305908
	Iteration 8Q: 3 clusters Score -232135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -232154.218750 Penalty: 3763.305908
	Iteration 9Q: 3 clusters Score -232154.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -232168.390625 Penalty: 3763.305908
	Iteration 10Q: 3 clusters Score -232168.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -232183.109375 Penalty: 3763.305908
	Iteration 11Q: 3 clusters Score -232183.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -232200.281250 Penalty: 3763.305908
	Iteration 12Q: 3 clusters Score -232200.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -232234.406250 Penalty: 3763.305908
	Iteration 13Q: 3 clusters Score -232234.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -232279.453125 Penalty: 3763.305908
	Iteration 14Q: 3 clusters Score -232279.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -232322.671875 Penalty: 3763.305908
	Iteration 15Q: 3 clusters Score -232322.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -232355.500000 Penalty: 3763.305908
	Iteration 16Q: 3 clusters Score -232355.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -232379.375000 Penalty: 3763.305908
	Iteration 17Q: 3 clusters Score -232379.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -232404.906250 Penalty: 3763.305908
	Iteration 18Q: 3 clusters Score -232404.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -232430.015625 Penalty: 3763.305908
	Iteration 19Q: 3 clusters Score -232430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -232455.140625 Penalty: 3763.305908
	Iteration 20F: 3 clusters Score -232455.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -232480.546875 Penalty: 3763.305908
	Iteration 21Q: 3 clusters Score -232480.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -232499.250000 Penalty: 3763.305908
	Iteration 22Q: 3 clusters Score -232499.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -232511.937500 Penalty: 3763.305908
	Iteration 23Q: 3 clusters Score -232511.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -232522.390625 Penalty: 3763.305908
	Iteration 24Q: 3 clusters Score -232522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -232528.125000 Penalty: 3763.305908
	Iteration 25Q: 3 clusters Score -232528.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -232536.546875 Penalty: 3763.305908
	Iteration 26Q: 3 clusters Score -232536.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -232543.812500 Penalty: 3763.305908
	Iteration 27Q: 3 clusters Score -232543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -232546.937500 Penalty: 3763.305908
	Iteration 28Q: 3 clusters Score -232546.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -232550.328125 Penalty: 3763.305908
	Iteration 29Q: 3 clusters Score -232550.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -232554.562500 Penalty: 3763.305908
	Iteration 30Q: 3 clusters Score -232554.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -232557.421875 Penalty: 3763.305908
	Iteration 31Q: 3 clusters Score -232557.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -232563.609375 Penalty: 3763.305908
	Iteration 32Q: 3 clusters Score -232563.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -232570.671875 Penalty: 3763.305908
	Iteration 33Q: 3 clusters Score -232570.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -232574.281250 Penalty: 3763.305908
	Iteration 34Q: 3 clusters Score -232574.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -232578.312500 Penalty: 3763.305908
	Iteration 35Q: 3 clusters Score -232578.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -232580.750000 Penalty: 3763.305908
	Iteration 36Q: 3 clusters Score -232580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -232584.265625 Penalty: 3763.305908
	Iteration 37Q: 3 clusters Score -232584.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -232588.062500 Penalty: 3763.305908
	Iteration 38Q: 3 clusters Score -232588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -232588.828125 Penalty: 3763.305908
	Iteration 39Q: 3 clusters Score -232588.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -232588.828125 Penalty: 3763.305908
	Iteration 40F: 3 clusters Score -232588.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -461991.062500 Penalty: 2049.498291
	Iteration 0F: 2 clusters Score -461991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -458166.593750 Penalty: 4098.996582
	Iteration 0F: 3 clusters Score -458166.6 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -459080.593750 Penalty: 4098.996582
	Iteration 1F: 3 clusters Score -459080.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -459357.687500 Penalty: 4098.996582
	Iteration 2F: 3 clusters Score -459357.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -459615.156250 Penalty: 4098.996582
	Iteration 3F: 3 clusters Score -459615.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -459880.187500 Penalty: 4098.996582
	Iteration 4F: 3 clusters Score -459880.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -460136.875000 Penalty: 4098.996582
	Iteration 5F: 3 clusters Score -460136.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -460332.031250 Penalty: 4098.996582
	Iteration 6Q: 3 clusters Score -460332 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -460488.875000 Penalty: 4098.996582
	Iteration 7Q: 3 clusters Score -460488.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -460613.031250 Penalty: 4098.996582
	Iteration 8Q: 3 clusters Score -460613 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -460722.156250 Penalty: 4098.996582
	Iteration 9Q: 3 clusters Score -460722.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -460821.812500 Penalty: 4098.996582
	Iteration 10Q: 3 clusters Score -460821.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -460885.968750 Penalty: 4098.996582
	Iteration 11Q: 3 clusters Score -460886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -460920.437500 Penalty: 4098.996582
	Iteration 12Q: 3 clusters Score -460920.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -460944.375000 Penalty: 4098.996582
	Iteration 13Q: 3 clusters Score -460944.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -460950.968750 Penalty: 4098.996582
	Iteration 14Q: 3 clusters Score -460951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -460953.843750 Penalty: 4098.996582
	Iteration 15Q: 3 clusters Score -460953.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -460955.843750 Penalty: 4098.996582
	Iteration 16Q: 3 clusters Score -460955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -460956.593750 Penalty: 4098.996582
	Iteration 17Q: 3 clusters Score -460956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -460958.625000 Penalty: 4098.996582
	Iteration 18Q: 3 clusters Score -460958.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -460958.625000 Penalty: 4098.996582
	Iteration 19F: 3 clusters Score -460958.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (10663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Entering Unmasked Estep 
Score: -1294838.000000 Penalty: 2300.084717
	Iteration 0F: 2 clusters Score -1294838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1286786.875000 Penalty: 4600.169434
	Iteration 0F: 3 clusters Score -1286787 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1289176.375000 Penalty: 4600.169434
	Iteration 1F: 3 clusters Score -1289176 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1289488.625000 Penalty: 4600.169434
	Iteration 2F: 3 clusters Score -1289489 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1289718.750000 Penalty: 4600.169434
	Iteration 3Q: 3 clusters Score -1289719 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1289887.125000 Penalty: 4600.169434
	Iteration 4Q: 3 clusters Score -1289887 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1290040.000000 Penalty: 4600.169434
	Iteration 5Q: 3 clusters Score -1290040 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1290183.000000 Penalty: 4600.169434
	Iteration 6Q: 3 clusters Score -1290183 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1290316.750000 Penalty: 4600.169434
	Iteration 7Q: 3 clusters Score -1290317 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1290474.750000 Penalty: 4600.169434
	Iteration 8Q: 3 clusters Score -1290475 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1290643.375000 Penalty: 4600.169434
	Iteration 9Q: 3 clusters Score -1290643 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1290796.250000 Penalty: 4600.169434
	Iteration 10Q: 3 clusters Score -1290796 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1290961.250000 Penalty: 4600.169434
	Iteration 11Q: 3 clusters Score -1290961 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1291115.250000 Penalty: 4600.169434
	Iteration 12Q: 3 clusters Score -1291115 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1291261.625000 Penalty: 4600.169434
	Iteration 13Q: 3 clusters Score -1291262 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1291374.750000 Penalty: 4600.169434
	Iteration 14Q: 3 clusters Score -1291375 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1291481.875000 Penalty: 4600.169434
	Iteration 15Q: 3 clusters Score -1291482 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1291571.500000 Penalty: 4600.169434
	Iteration 16Q: 3 clusters Score -1291572 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1291648.375000 Penalty: 4600.169434
	Iteration 17Q: 3 clusters Score -1291648 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1291717.750000 Penalty: 4600.169434
	Iteration 18Q: 3 clusters Score -1291718 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1291787.875000 Penalty: 4600.169434
	Iteration 19Q: 3 clusters Score -1291788 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1291849.500000 Penalty: 4600.169434
	Iteration 20F: 3 clusters Score -1291850 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1291906.875000 Penalty: 4600.169434
	Iteration 21Q: 3 clusters Score -1291907 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1291968.375000 Penalty: 4600.169434
	Iteration 22Q: 3 clusters Score -1291968 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1292025.250000 Penalty: 4600.169434
	Iteration 23Q: 3 clusters Score -1292025 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1292073.000000 Penalty: 4600.169434
	Iteration 24Q: 3 clusters Score -1292073 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1292129.000000 Penalty: 4600.169434
	Iteration 25Q: 3 clusters Score -1292129 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1292199.750000 Penalty: 4600.169434
	Iteration 26Q: 3 clusters Score -1292200 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1292256.125000 Penalty: 4600.169434
	Iteration 27Q: 3 clusters Score -1292256 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1292312.500000 Penalty: 4600.169434
	Iteration 28Q: 3 clusters Score -1292312 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1292362.750000 Penalty: 4600.169434
	Iteration 29Q: 3 clusters Score -1292363 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1292423.875000 Penalty: 4600.169434
	Iteration 30Q: 3 clusters Score -1292424 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1292479.500000 Penalty: 4600.169434
	Iteration 31Q: 3 clusters Score -1292480 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1292530.500000 Penalty: 4600.169434
	Iteration 32Q: 3 clusters Score -1292530 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1292576.125000 Penalty: 4600.169434
	Iteration 33Q: 3 clusters Score -1292576 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1292621.000000 Penalty: 4600.169434
	Iteration 34Q: 3 clusters Score -1292621 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1292649.375000 Penalty: 4600.169434
	Iteration 35Q: 3 clusters Score -1292649 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1292677.375000 Penalty: 4600.169434
	Iteration 36Q: 3 clusters Score -1292677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1292702.125000 Penalty: 4600.169434
	Iteration 37Q: 3 clusters Score -1292702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1292723.000000 Penalty: 4600.169434
	Iteration 38Q: 3 clusters Score -1292723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1292735.500000 Penalty: 4600.169434
	Iteration 39Q: 3 clusters Score -1292736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1292753.500000 Penalty: 4600.169434
	Iteration 40F: 3 clusters Score -1292754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1292767.125000 Penalty: 4600.169434
	Iteration 41Q: 3 clusters Score -1292767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1292781.375000 Penalty: 4600.169434
	Iteration 42Q: 3 clusters Score -1292781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1292798.500000 Penalty: 4600.169434
	Iteration 43Q: 3 clusters Score -1292798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1292820.375000 Penalty: 4600.169434
	Iteration 44Q: 3 clusters Score -1292820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1292834.250000 Penalty: 4600.169434
	Iteration 45Q: 3 clusters Score -1292834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1292841.875000 Penalty: 4600.169434
	Iteration 46Q: 3 clusters Score -1292842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1292849.125000 Penalty: 4600.169434
	Iteration 47Q: 3 clusters Score -1292849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1292857.875000 Penalty: 4600.169434
	Iteration 48Q: 3 clusters Score -1292858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1292863.750000 Penalty: 4600.169434
	Iteration 49Q: 3 clusters Score -1292864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1292872.625000 Penalty: 4600.169434
	Iteration 50Q: 3 clusters Score -1292873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1292880.500000 Penalty: 4600.169434
	Iteration 51Q: 3 clusters Score -1292880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1292882.000000 Penalty: 4600.169434
	Iteration 52Q: 3 clusters Score -1292882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1292881.875000 Penalty: 4600.169434
	Iteration 53Q: 3 clusters Score -1292882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1292888.375000 Penalty: 4600.169434
	Iteration 54Q: 3 clusters Score -1292888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1292887.750000 Penalty: 4600.169434
	Iteration 55Q: 3 clusters Score -1292888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1292887.875000 Penalty: 4600.169434
	Iteration 56Q: 3 clusters Score -1292888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1292889.250000 Penalty: 4600.169434
	Iteration 57Q: 3 clusters Score -1292889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1292893.000000 Penalty: 4600.169434
	Iteration 58Q: 3 clusters Score -1292893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1292896.000000 Penalty: 4600.169434
	Iteration 59Q: 3 clusters Score -1292896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1292898.125000 Penalty: 4600.169434
	Iteration 60F: 3 clusters Score -1292898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1292897.000000 Penalty: 4600.169434
	Iteration 61Q: 3 clusters Score -1292897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1292898.625000 Penalty: 4600.169434
	Iteration 62Q: 3 clusters Score -1292899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1292903.375000 Penalty: 4600.169434
	Iteration 63Q: 3 clusters Score -1292903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1292903.250000 Penalty: 4600.169434
	Iteration 64Q: 3 clusters Score -1292903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1292905.625000 Penalty: 4600.169434
	Iteration 65Q: 3 clusters Score -1292906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1292911.250000 Penalty: 4600.169434
	Iteration 66Q: 3 clusters Score -1292911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1292917.625000 Penalty: 4600.169434
	Iteration 67Q: 3 clusters Score -1292918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1292925.875000 Penalty: 4600.169434
	Iteration 68Q: 3 clusters Score -1292926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1292924.875000 Penalty: 4600.169434
	Iteration 69Q: 3 clusters Score -1292925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1292929.250000 Penalty: 4600.169434
	Iteration 70Q: 3 clusters Score -1292929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1292932.750000 Penalty: 4600.169434
	Iteration 71Q: 3 clusters Score -1292933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1292935.500000 Penalty: 4600.169434
	Iteration 72Q: 3 clusters Score -1292936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1292942.125000 Penalty: 4600.169434
	Iteration 73Q: 3 clusters Score -1292942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1292941.875000 Penalty: 4600.169434
	Iteration 74Q: 3 clusters Score -1292942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1292942.500000 Penalty: 4600.169434
	Iteration 75Q: 3 clusters Score -1292942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1292943.125000 Penalty: 4600.169434
	Iteration 76Q: 3 clusters Score -1292943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1292947.125000 Penalty: 4600.169434
	Iteration 77Q: 3 clusters Score -1292947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1292948.875000 Penalty: 4600.169434
	Iteration 78Q: 3 clusters Score -1292949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1292950.000000 Penalty: 4600.169434
	Iteration 79Q: 3 clusters Score -1292950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1292949.250000 Penalty: 4600.169434
	Iteration 80F: 3 clusters Score -1292949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1292950.625000 Penalty: 4600.169434
	Iteration 81Q: 3 clusters Score -1292951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1292952.375000 Penalty: 4600.169434
	Iteration 82Q: 3 clusters Score -1292952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1292952.375000 Penalty: 4600.169434
	Iteration 83Q: 3 clusters Score -1292952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1292952.625000 Penalty: 4600.169434
	Iteration 84Q: 3 clusters Score -1292953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1292951.500000 Penalty: 4600.169434
	Iteration 85Q: 3 clusters Score -1292952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1292957.625000 Penalty: 4600.169434
	Iteration 86Q: 3 clusters Score -1292958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1292957.375000 Penalty: 4600.169434
	Iteration 87Q: 3 clusters Score -1292957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1292959.000000 Penalty: 4600.169434
	Iteration 88Q: 3 clusters Score -1292959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1292960.625000 Penalty: 4600.169434
	Iteration 89Q: 3 clusters Score -1292961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1292959.750000 Penalty: 4600.169434
	Iteration 90Q: 3 clusters Score -1292960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1292959.750000 Penalty: 4600.169434
	Iteration 91F: 3 clusters Score -1292960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (6894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Entering Unmasked Estep 
Score: -818300.125000 Penalty: 2191.924805
	Iteration 0F: 2 clusters Score -818300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -812656.562500 Penalty: 4383.849609
	Iteration 0F: 3 clusters Score -812656.6 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -814127.875000 Penalty: 4383.849609
	Iteration 1F: 3 clusters Score -814127.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -814457.937500 Penalty: 4383.849609
	Iteration 2F: 3 clusters Score -814457.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -814717.812500 Penalty: 4383.849609
	Iteration 3F: 3 clusters Score -814717.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -815027.687500 Penalty: 4383.849609
	Iteration 4F: 3 clusters Score -815027.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -815404.750000 Penalty: 4383.849609
	Iteration 5F: 3 clusters Score -815404.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -815817.125000 Penalty: 4383.849609
	Iteration 6F: 3 clusters Score -815817.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -816195.375000 Penalty: 4383.849609
	Iteration 7F: 3 clusters Score -816195.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -816511.312500 Penalty: 4383.849609
	Iteration 8Q: 3 clusters Score -816511.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -816729.312500 Penalty: 4383.849609
	Iteration 9Q: 3 clusters Score -816729.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -816884.875000 Penalty: 4383.849609
	Iteration 10Q: 3 clusters Score -816884.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -816993.125000 Penalty: 4383.849609
	Iteration 11Q: 3 clusters Score -816993.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -817063.062500 Penalty: 4383.849609
	Iteration 12Q: 3 clusters Score -817063.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -817116.937500 Penalty: 4383.849609
	Iteration 13Q: 3 clusters Score -817116.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -817170.000000 Penalty: 4383.849609
	Iteration 14Q: 3 clusters Score -817170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -817204.437500 Penalty: 4383.849609
	Iteration 15Q: 3 clusters Score -817204.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -817240.562500 Penalty: 4383.849609
	Iteration 16Q: 3 clusters Score -817240.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -817269.875000 Penalty: 4383.849609
	Iteration 17Q: 3 clusters Score -817269.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -817297.187500 Penalty: 4383.849609
	Iteration 18Q: 3 clusters Score -817297.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -817329.500000 Penalty: 4383.849609
	Iteration 19Q: 3 clusters Score -817329.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -817354.812500 Penalty: 4383.849609
	Iteration 20F: 3 clusters Score -817354.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -817382.812500 Penalty: 4383.849609
	Iteration 21Q: 3 clusters Score -817382.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -817411.312500 Penalty: 4383.849609
	Iteration 22Q: 3 clusters Score -817411.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -817433.750000 Penalty: 4383.849609
	Iteration 23Q: 3 clusters Score -817433.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -817446.875000 Penalty: 4383.849609
	Iteration 24Q: 3 clusters Score -817446.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -817459.937500 Penalty: 4383.849609
	Iteration 25Q: 3 clusters Score -817459.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -817466.187500 Penalty: 4383.849609
	Iteration 26Q: 3 clusters Score -817466.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -817473.750000 Penalty: 4383.849609
	Iteration 27Q: 3 clusters Score -817473.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -817478.500000 Penalty: 4383.849609
	Iteration 28Q: 3 clusters Score -817478.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -817489.437500 Penalty: 4383.849609
	Iteration 29Q: 3 clusters Score -817489.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -817499.187500 Penalty: 4383.849609
	Iteration 30Q: 3 clusters Score -817499.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -817505.312500 Penalty: 4383.849609
	Iteration 31Q: 3 clusters Score -817505.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -817511.937500 Penalty: 4383.849609
	Iteration 32Q: 3 clusters Score -817511.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -817519.125000 Penalty: 4383.849609
	Iteration 33Q: 3 clusters Score -817519.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -817522.687500 Penalty: 4383.849609
	Iteration 34Q: 3 clusters Score -817522.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -817526.937500 Penalty: 4383.849609
	Iteration 35Q: 3 clusters Score -817526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -817529.625000 Penalty: 4383.849609
	Iteration 36Q: 3 clusters Score -817529.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -817530.312500 Penalty: 4383.849609
	Iteration 37Q: 3 clusters Score -817530.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -817536.000000 Penalty: 4383.849609
	Iteration 38Q: 3 clusters Score -817536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -817540.250000 Penalty: 4383.849609
	Iteration 39Q: 3 clusters Score -817540.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -817543.312500 Penalty: 4383.849609
	Iteration 40F: 3 clusters Score -817543.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -817546.750000 Penalty: 4383.849609
	Iteration 41Q: 3 clusters Score -817546.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -817550.312500 Penalty: 4383.849609
	Iteration 42Q: 3 clusters Score -817550.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -817553.875000 Penalty: 4383.849609
	Iteration 43Q: 3 clusters Score -817553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -817556.750000 Penalty: 4383.849609
	Iteration 44Q: 3 clusters Score -817556.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -817558.500000 Penalty: 4383.849609
	Iteration 45Q: 3 clusters Score -817558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -817557.875000 Penalty: 4383.849609
	Iteration 46Q: 3 clusters Score -817557.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -817559.687500 Penalty: 4383.849609
	Iteration 47Q: 3 clusters Score -817559.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -817558.937500 Penalty: 4383.849609
	Iteration 48Q: 3 clusters Score -817558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -817558.187500 Penalty: 4383.849609
	Iteration 49Q: 3 clusters Score -817558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -817559.500000 Penalty: 4383.849609
	Iteration 50Q: 3 clusters Score -817559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -817560.062500 Penalty: 4383.849609
	Iteration 51Q: 3 clusters Score -817560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -817562.750000 Penalty: 4383.849609
	Iteration 52Q: 3 clusters Score -817562.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -817563.562500 Penalty: 4383.849609
	Iteration 53Q: 3 clusters Score -817563.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -817566.062500 Penalty: 4383.849609
	Iteration 54Q: 3 clusters Score -817566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -817566.750000 Penalty: 4383.849609
	Iteration 55Q: 3 clusters Score -817566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -817568.125000 Penalty: 4383.849609
	Iteration 56Q: 3 clusters Score -817568.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -817569.812500 Penalty: 4383.849609
	Iteration 57Q: 3 clusters Score -817569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -817570.687500 Penalty: 4383.849609
	Iteration 58Q: 3 clusters Score -817570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -817571.187500 Penalty: 4383.849609
	Iteration 59Q: 3 clusters Score -817571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -817573.812500 Penalty: 4383.849609
	Iteration 60F: 3 clusters Score -817573.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -817577.625000 Penalty: 4383.849609
	Iteration 61Q: 3 clusters Score -817577.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -817579.812500 Penalty: 4383.849609
	Iteration 62Q: 3 clusters Score -817579.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -817582.250000 Penalty: 4383.849609
	Iteration 63Q: 3 clusters Score -817582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -817583.875000 Penalty: 4383.849609
	Iteration 64Q: 3 clusters Score -817583.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -817587.062500 Penalty: 4383.849609
	Iteration 65Q: 3 clusters Score -817587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -817586.875000 Penalty: 4383.849609
	Iteration 66Q: 3 clusters Score -817586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -817588.812500 Penalty: 4383.849609
	Iteration 67Q: 3 clusters Score -817588.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -817590.250000 Penalty: 4383.849609
	Iteration 68Q: 3 clusters Score -817590.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -817588.750000 Penalty: 4383.849609
	Iteration 69Q: 3 clusters Score -817588.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -817592.812500 Penalty: 4383.849609
	Iteration 70Q: 3 clusters Score -817592.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -817595.500000 Penalty: 4383.849609
	Iteration 71Q: 3 clusters Score -817595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -817594.875000 Penalty: 4383.849609
	Iteration 72Q: 3 clusters Score -817594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -817596.187500 Penalty: 4383.849609
	Iteration 73Q: 3 clusters Score -817596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -817597.750000 Penalty: 4383.849609
	Iteration 74Q: 3 clusters Score -817597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -817599.250000 Penalty: 4383.849609
	Iteration 75Q: 3 clusters Score -817599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -817598.687500 Penalty: 4383.849609
	Iteration 76Q: 3 clusters Score -817598.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -817598.687500 Penalty: 4383.849609
	Iteration 77F: 3 clusters Score -817598.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Entering Unmasked Estep 
Score: -621247.687500 Penalty: 2120.507568
	Iteration 0F: 2 clusters Score -621247.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -616581.312500 Penalty: 4241.015137
	Iteration 0F: 3 clusters Score -616581.3 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -617733.812500 Penalty: 4241.015137
	Iteration 1F: 3 clusters Score -617733.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -617947.937500 Penalty: 4241.015137
	Iteration 2F: 3 clusters Score -617947.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -618099.125000 Penalty: 4241.015137
	Iteration 3F: 3 clusters Score -618099.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -618201.125000 Penalty: 4241.015137
	Iteration 4Q: 3 clusters Score -618201.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -618262.812500 Penalty: 4241.015137
	Iteration 5Q: 3 clusters Score -618262.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -618318.062500 Penalty: 4241.015137
	Iteration 6Q: 3 clusters Score -618318.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -618369.500000 Penalty: 4241.015137
	Iteration 7Q: 3 clusters Score -618369.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -618419.625000 Penalty: 4241.015137
	Iteration 8Q: 3 clusters Score -618419.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -618472.875000 Penalty: 4241.015137
	Iteration 9Q: 3 clusters Score -618472.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -618530.812500 Penalty: 4241.015137
	Iteration 10Q: 3 clusters Score -618530.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -618586.250000 Penalty: 4241.015137
	Iteration 11Q: 3 clusters Score -618586.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -618634.875000 Penalty: 4241.015137
	Iteration 12Q: 3 clusters Score -618634.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -618683.812500 Penalty: 4241.015137
	Iteration 13Q: 3 clusters Score -618683.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -618735.375000 Penalty: 4241.015137
	Iteration 14Q: 3 clusters Score -618735.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -618789.187500 Penalty: 4241.015137
	Iteration 15Q: 3 clusters Score -618789.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -618854.687500 Penalty: 4241.015137
	Iteration 16Q: 3 clusters Score -618854.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -618925.250000 Penalty: 4241.015137
	Iteration 17Q: 3 clusters Score -618925.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -619000.562500 Penalty: 4241.015137
	Iteration 18Q: 3 clusters Score -619000.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -619072.937500 Penalty: 4241.015137
	Iteration 19Q: 3 clusters Score -619072.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -619126.125000 Penalty: 4241.015137
	Iteration 20F: 3 clusters Score -619126.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -619179.375000 Penalty: 4241.015137
	Iteration 21Q: 3 clusters Score -619179.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -619226.250000 Penalty: 4241.015137
	Iteration 22Q: 3 clusters Score -619226.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -619268.937500 Penalty: 4241.015137
	Iteration 23Q: 3 clusters Score -619268.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -619303.562500 Penalty: 4241.015137
	Iteration 24Q: 3 clusters Score -619303.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -619332.562500 Penalty: 4241.015137
	Iteration 25Q: 3 clusters Score -619332.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -619350.875000 Penalty: 4241.015137
	Iteration 26Q: 3 clusters Score -619350.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -619364.875000 Penalty: 4241.015137
	Iteration 27Q: 3 clusters Score -619364.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -619375.750000 Penalty: 4241.015137
	Iteration 28Q: 3 clusters Score -619375.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -619391.000000 Penalty: 4241.015137
	Iteration 29Q: 3 clusters Score -619391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -619402.375000 Penalty: 4241.015137
	Iteration 30Q: 3 clusters Score -619402.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -619408.125000 Penalty: 4241.015137
	Iteration 31Q: 3 clusters Score -619408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -619411.750000 Penalty: 4241.015137
	Iteration 32Q: 3 clusters Score -619411.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -619421.125000 Penalty: 4241.015137
	Iteration 33Q: 3 clusters Score -619421.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -619428.312500 Penalty: 4241.015137
	Iteration 34Q: 3 clusters Score -619428.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -619435.500000 Penalty: 4241.015137
	Iteration 35Q: 3 clusters Score -619435.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -619441.125000 Penalty: 4241.015137
	Iteration 36Q: 3 clusters Score -619441.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -619447.937500 Penalty: 4241.015137
	Iteration 37Q: 3 clusters Score -619447.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -619454.750000 Penalty: 4241.015137
	Iteration 38Q: 3 clusters Score -619454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -619458.187500 Penalty: 4241.015137
	Iteration 39Q: 3 clusters Score -619458.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -619458.812500 Penalty: 4241.015137
	Iteration 40F: 3 clusters Score -619458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -619463.812500 Penalty: 4241.015137
	Iteration 41Q: 3 clusters Score -619463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -619468.250000 Penalty: 4241.015137
	Iteration 42Q: 3 clusters Score -619468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -619473.187500 Penalty: 4241.015137
	Iteration 43Q: 3 clusters Score -619473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -619473.500000 Penalty: 4241.015137
	Iteration 44Q: 3 clusters Score -619473.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -619475.625000 Penalty: 4241.015137
	Iteration 45Q: 3 clusters Score -619475.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -619476.625000 Penalty: 4241.015137
	Iteration 46Q: 3 clusters Score -619476.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -619477.062500 Penalty: 4241.015137
	Iteration 47Q: 3 clusters Score -619477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -619480.375000 Penalty: 4241.015137
	Iteration 48Q: 3 clusters Score -619480.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -619481.812500 Penalty: 4241.015137
	Iteration 49Q: 3 clusters Score -619481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -619483.062500 Penalty: 4241.015137
	Iteration 50Q: 3 clusters Score -619483.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -619483.000000 Penalty: 4241.015137
	Iteration 51Q: 3 clusters Score -619483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -619485.750000 Penalty: 4241.015137
	Iteration 52Q: 3 clusters Score -619485.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -619488.062500 Penalty: 4241.015137
	Iteration 53Q: 3 clusters Score -619488.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -619488.562500 Penalty: 4241.015137
	Iteration 54Q: 3 clusters Score -619488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -619490.000000 Penalty: 4241.015137
	Iteration 55Q: 3 clusters Score -619490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -619490.000000 Penalty: 4241.015137
	Iteration 56F: 3 clusters Score -619490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (21109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Entering Unmasked Estep 
Score: -2629357.500000 Penalty: 2469.448730
	Iteration 0F: 2 clusters Score -2629358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2614587.750000 Penalty: 4938.897461
	Iteration 0F: 3 clusters Score -2614588 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2619555.750000 Penalty: 4938.897461
	Iteration 1F: 3 clusters Score -2619556 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2619919.000000 Penalty: 4938.897461
	Iteration 2Q: 3 clusters Score -2619919 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2620205.250000 Penalty: 4938.897461
	Iteration 3Q: 3 clusters Score -2620205 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2620447.250000 Penalty: 4938.897461
	Iteration 4Q: 3 clusters Score -2620447 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2620646.750000 Penalty: 4938.897461
	Iteration 5Q: 3 clusters Score -2620647 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2620808.250000 Penalty: 4938.897461
	Iteration 6Q: 3 clusters Score -2620808 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2620987.250000 Penalty: 4938.897461
	Iteration 7Q: 3 clusters Score -2620987 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2621147.500000 Penalty: 4938.897461
	Iteration 8Q: 3 clusters Score -2621148 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2621366.000000 Penalty: 4938.897461
	Iteration 9Q: 3 clusters Score -2621366 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2621628.750000 Penalty: 4938.897461
	Iteration 10Q: 3 clusters Score -2621629 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2621978.500000 Penalty: 4938.897461
	Iteration 11Q: 3 clusters Score -2621978 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2622467.500000 Penalty: 4938.897461
	Iteration 12Q: 3 clusters Score -2622468 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2623124.750000 Penalty: 4938.897461
	Iteration 13Q: 3 clusters Score -2623125 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2623991.000000 Penalty: 4938.897461
	Iteration 14F: 3 clusters Score -2623991 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2624906.000000 Penalty: 4938.897461
	Iteration 15F: 3 clusters Score -2624906 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2625726.750000 Penalty: 4938.897461
	Iteration 16Q: 3 clusters Score -2625727 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2626297.750000 Penalty: 4938.897461
	Iteration 17Q: 3 clusters Score -2626298 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2626695.000000 Penalty: 4938.897461
	Iteration 18Q: 3 clusters Score -2626695 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2626875.250000 Penalty: 4938.897461
	Iteration 19Q: 3 clusters Score -2626875 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2626995.250000 Penalty: 4938.897461
	Iteration 20F: 3 clusters Score -2626995 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2627065.000000 Penalty: 4938.897461
	Iteration 21Q: 3 clusters Score -2627065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2627115.250000 Penalty: 4938.897461
	Iteration 22Q: 3 clusters Score -2627115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2627145.500000 Penalty: 4938.897461
	Iteration 23Q: 3 clusters Score -2627146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2627168.500000 Penalty: 4938.897461
	Iteration 24Q: 3 clusters Score -2627168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2627184.250000 Penalty: 4938.897461
	Iteration 25Q: 3 clusters Score -2627184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2627190.750000 Penalty: 4938.897461
	Iteration 26Q: 3 clusters Score -2627191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2627208.250000 Penalty: 4938.897461
	Iteration 27Q: 3 clusters Score -2627208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2627215.500000 Penalty: 4938.897461
	Iteration 28Q: 3 clusters Score -2627216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2627215.750000 Penalty: 4938.897461
	Iteration 29Q: 3 clusters Score -2627216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2627215.500000 Penalty: 4938.897461
	Iteration 30Q: 3 clusters Score -2627216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2627221.250000 Penalty: 4938.897461
	Iteration 31Q: 3 clusters Score -2627221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2627224.500000 Penalty: 4938.897461
	Iteration 32Q: 3 clusters Score -2627224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2627230.250000 Penalty: 4938.897461
	Iteration 33Q: 3 clusters Score -2627230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2627234.250000 Penalty: 4938.897461
	Iteration 34Q: 3 clusters Score -2627234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2627234.250000 Penalty: 4938.897461
	Iteration 35F: 3 clusters Score -2627234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (33475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Entering Unmasked Estep 
Score: -3998862.500000 Penalty: 2583.801514
	Iteration 0F: 2 clusters Score -3998862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3976282.000000 Penalty: 5167.603027
	Iteration 0F: 3 clusters Score -3976282 nChanged 14979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -3984427.500000 Penalty: 5167.603027
	Iteration 1F: 3 clusters Score -3984428 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3984973.500000 Penalty: 5167.603027
	Iteration 2Q: 3 clusters Score -3984974 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3985523.500000 Penalty: 5167.603027
	Iteration 3Q: 3 clusters Score -3985524 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3986106.500000 Penalty: 5167.603027
	Iteration 4Q: 3 clusters Score -3986106 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -3986815.250000 Penalty: 5167.603027
	Iteration 5Q: 3 clusters Score -3986815 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3987624.250000 Penalty: 5167.603027
	Iteration 6Q: 3 clusters Score -3987624 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3988636.250000 Penalty: 5167.603027
	Iteration 7F: 3 clusters Score -3988636 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -3989877.750000 Penalty: 5167.603027
	Iteration 8F: 3 clusters Score -3989878 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -3991321.250000 Penalty: 5167.603027
	Iteration 9F: 3 clusters Score -3991321 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3992739.750000 Penalty: 5167.603027
	Iteration 10F: 3 clusters Score -3992740 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3993900.000000 Penalty: 5167.603027
	Iteration 11Q: 3 clusters Score -3993900 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3994828.750000 Penalty: 5167.603027
	Iteration 12Q: 3 clusters Score -3994829 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3995371.750000 Penalty: 5167.603027
	Iteration 13Q: 3 clusters Score -3995372 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3995738.250000 Penalty: 5167.603027
	Iteration 14Q: 3 clusters Score -3995738 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3995988.750000 Penalty: 5167.603027
	Iteration 15Q: 3 clusters Score -3995989 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -3996193.250000 Penalty: 5167.603027
	Iteration 16Q: 3 clusters Score -3996193 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3996361.750000 Penalty: 5167.603027
	Iteration 17Q: 3 clusters Score -3996362 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -3996548.250000 Penalty: 5167.603027
	Iteration 18Q: 3 clusters Score -3996548 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3996718.750000 Penalty: 5167.603027
	Iteration 19Q: 3 clusters Score -3996719 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -3996889.000000 Penalty: 5167.603027
	Iteration 20F: 3 clusters Score -3996889 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3997055.000000 Penalty: 5167.603027
	Iteration 21Q: 3 clusters Score -3997055 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3997199.750000 Penalty: 5167.603027
	Iteration 22Q: 3 clusters Score -3997200 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3997299.500000 Penalty: 5167.603027
	Iteration 23Q: 3 clusters Score -3997300 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -3997381.000000 Penalty: 5167.603027
	Iteration 24Q: 3 clusters Score -3997381 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -3997447.750000 Penalty: 5167.603027
	Iteration 25Q: 3 clusters Score -3997448 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3997506.000000 Penalty: 5167.603027
	Iteration 26Q: 3 clusters Score -3997506 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -3997553.250000 Penalty: 5167.603027
	Iteration 27Q: 3 clusters Score -3997553 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -3997593.750000 Penalty: 5167.603027
	Iteration 28Q: 3 clusters Score -3997594 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -3997607.250000 Penalty: 5167.603027
	Iteration 29Q: 3 clusters Score -3997607 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -3997624.000000 Penalty: 5167.603027
	Iteration 30Q: 3 clusters Score -3997624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -3997641.000000 Penalty: 5167.603027
	Iteration 31Q: 3 clusters Score -3997641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -3997664.000000 Penalty: 5167.603027
	Iteration 32Q: 3 clusters Score -3997664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -3997682.000000 Penalty: 5167.603027
	Iteration 33Q: 3 clusters Score -3997682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3997694.750000 Penalty: 5167.603027
	Iteration 34Q: 3 clusters Score -3997695 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -3997708.750000 Penalty: 5167.603027
	Iteration 35Q: 3 clusters Score -3997709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -3997716.750000 Penalty: 5167.603027
	Iteration 36Q: 3 clusters Score -3997717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -3997734.500000 Penalty: 5167.603027
	Iteration 37Q: 3 clusters Score -3997734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -3997748.750000 Penalty: 5167.603027
	Iteration 38Q: 3 clusters Score -3997749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -3997747.000000 Penalty: 5167.603027
	Iteration 39Q: 3 clusters Score -3997747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -3997748.000000 Penalty: 5167.603027
	Iteration 40F: 3 clusters Score -3997748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -3997751.750000 Penalty: 5167.603027
	Iteration 41Q: 3 clusters Score -3997752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -3997750.500000 Penalty: 5167.603027
	Iteration 42Q: 3 clusters Score -3997750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -3997761.000000 Penalty: 5167.603027
	Iteration 43Q: 3 clusters Score -3997761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -3997768.500000 Penalty: 5167.603027
	Iteration 44Q: 3 clusters Score -3997768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -3997761.000000 Penalty: 5167.603027
	Iteration 45Q: 3 clusters Score -3997761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -3997766.500000 Penalty: 5167.603027
	Iteration 46Q: 3 clusters Score -3997766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -3997769.500000 Penalty: 5167.603027
	Iteration 47Q: 3 clusters Score -3997770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -3997772.750000 Penalty: 5167.603027
	Iteration 48Q: 3 clusters Score -3997773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -3997771.750000 Penalty: 5167.603027
	Iteration 49Q: 3 clusters Score -3997772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -3997771.000000 Penalty: 5167.603027
	Iteration 50Q: 3 clusters Score -3997771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -3997781.500000 Penalty: 5167.603027
	Iteration 51Q: 3 clusters Score -3997782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -3997776.000000 Penalty: 5167.603027
	Iteration 52Q: 3 clusters Score -3997776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -3997778.750000 Penalty: 5167.603027
	Iteration 53Q: 3 clusters Score -3997779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -3997780.000000 Penalty: 5167.603027
	Iteration 54Q: 3 clusters Score -3997780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -3997782.000000 Penalty: 5167.603027
	Iteration 55Q: 3 clusters Score -3997782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -3997782.250000 Penalty: 5167.603027
	Iteration 56Q: 3 clusters Score -3997782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -3997794.750000 Penalty: 5167.603027
	Iteration 57Q: 3 clusters Score -3997795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -3997806.250000 Penalty: 5167.603027
	Iteration 58Q: 3 clusters Score -3997806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -3997816.250000 Penalty: 5167.603027
	Iteration 59Q: 3 clusters Score -3997816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3997819.000000 Penalty: 5167.603027
	Iteration 60F: 3 clusters Score -3997819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -3997822.250000 Penalty: 5167.603027
	Iteration 61Q: 3 clusters Score -3997822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -3997827.250000 Penalty: 5167.603027
	Iteration 62Q: 3 clusters Score -3997827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -3997828.500000 Penalty: 5167.603027
	Iteration 63Q: 3 clusters Score -3997828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -3997825.750000 Penalty: 5167.603027
	Iteration 64Q: 3 clusters Score -3997826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -3997824.000000 Penalty: 5167.603027
	Iteration 65Q: 3 clusters Score -3997824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -3997825.000000 Penalty: 5167.603027
	Iteration 66Q: 3 clusters Score -3997825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -3997823.750000 Penalty: 5167.603027
	Iteration 67Q: 3 clusters Score -3997824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -3997823.750000 Penalty: 5167.603027
	Iteration 68F: 3 clusters Score -3997824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -375993.437500 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -375993.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -373162.250000 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -373162.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -373918.500000 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -373918.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -374269.468750 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -374269.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -374480.750000 Penalty: 3852.562988
	Iteration 3F: 3 clusters Score -374480.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -374616.625000 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -374616.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -374689.031250 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -374689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -374761.468750 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -374761.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -374855.437500 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -374855.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -374993.687500 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -374993.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -375089.000000 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -375089 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -375167.937500 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -375167.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -375232.843750 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -375232.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -375304.437500 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -375304.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -375368.093750 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -375368.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -375413.687500 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -375413.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -375441.781250 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -375441.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -375453.156250 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -375453.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -375460.593750 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -375460.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -375466.093750 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -375466.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -375469.781250 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -375469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -375471.406250 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -375471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -375472.937500 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -375472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -375472.937500 Penalty: 3852.562988
	Iteration 22F: 3 clusters Score -375472.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -222274.109375 Penalty: 1869.414673
	Iteration 0F: 2 clusters Score -222274.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219762.265625 Penalty: 3738.829346
	Iteration 0F: 3 clusters Score -219762.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -220192.406250 Penalty: 3738.829346
	Iteration 1F: 3 clusters Score -220192.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -220303.765625 Penalty: 3738.829346
	Iteration 2F: 3 clusters Score -220303.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -220365.859375 Penalty: 3738.829346
	Iteration 3Q: 3 clusters Score -220365.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -220416.421875 Penalty: 3738.829346
	Iteration 4Q: 3 clusters Score -220416.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -220454.937500 Penalty: 3738.829346
	Iteration 5Q: 3 clusters Score -220454.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -220495.703125 Penalty: 3738.829346
	Iteration 6Q: 3 clusters Score -220495.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -220535.140625 Penalty: 3738.829346
	Iteration 7Q: 3 clusters Score -220535.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -220582.546875 Penalty: 3738.829346
	Iteration 8Q: 3 clusters Score -220582.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -220625.828125 Penalty: 3738.829346
	Iteration 9Q: 3 clusters Score -220625.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -220669.921875 Penalty: 3738.829346
	Iteration 10Q: 3 clusters Score -220669.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -220705.703125 Penalty: 3738.829346
	Iteration 11Q: 3 clusters Score -220705.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -220731.765625 Penalty: 3738.829346
	Iteration 12Q: 3 clusters Score -220731.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -220764.531250 Penalty: 3738.829346
	Iteration 13Q: 3 clusters Score -220764.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -220793.906250 Penalty: 3738.829346
	Iteration 14Q: 3 clusters Score -220793.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -220813.531250 Penalty: 3738.829346
	Iteration 15Q: 3 clusters Score -220813.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -220831.937500 Penalty: 3738.829346
	Iteration 16Q: 3 clusters Score -220831.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -220843.125000 Penalty: 3738.829346
	Iteration 17Q: 3 clusters Score -220843.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -220854.312500 Penalty: 3738.829346
	Iteration 18Q: 3 clusters Score -220854.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -220864.953125 Penalty: 3738.829346
	Iteration 19Q: 3 clusters Score -220865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -220870.359375 Penalty: 3738.829346
	Iteration 20F: 3 clusters Score -220870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -220871.687500 Penalty: 3738.829346
	Iteration 21Q: 3 clusters Score -220871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -220874.109375 Penalty: 3738.829346
	Iteration 22Q: 3 clusters Score -220874.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -220876.734375 Penalty: 3738.829346
	Iteration 23Q: 3 clusters Score -220876.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -220882.390625 Penalty: 3738.829346
	Iteration 24Q: 3 clusters Score -220882.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -220888.718750 Penalty: 3738.829346
	Iteration 25Q: 3 clusters Score -220888.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -220891.390625 Penalty: 3738.829346
	Iteration 26Q: 3 clusters Score -220891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -220892.968750 Penalty: 3738.829346
	Iteration 27Q: 3 clusters Score -220893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -220894.171875 Penalty: 3738.829346
	Iteration 28Q: 3 clusters Score -220894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -220896.375000 Penalty: 3738.829346
	Iteration 29Q: 3 clusters Score -220896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -220899.234375 Penalty: 3738.829346
	Iteration 30Q: 3 clusters Score -220899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -220899.453125 Penalty: 3738.829346
	Iteration 31Q: 3 clusters Score -220899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -220899.625000 Penalty: 3738.829346
	Iteration 32Q: 3 clusters Score -220899.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -220899.625000 Penalty: 3738.829346
	Iteration 33F: 3 clusters Score -220899.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -105518.382812 Penalty: 1621.099487
	Iteration 0F: 2 clusters Score -105518.4 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 344 members 
Entering Unmasked Estep 
Score: -103846.046875 Penalty: 3242.198975
	Iteration 0F: 3 clusters Score -103846 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -104076.429688 Penalty: 3242.198975
	Iteration 1F: 3 clusters Score -104076.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -104191.437500 Penalty: 3242.198975
	Iteration 2F: 3 clusters Score -104191.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -104309.023438 Penalty: 3242.198975
	Iteration 3Q: 3 clusters Score -104309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -104527.281250 Penalty: 3242.198975
	Iteration 4F: 3 clusters Score -104527.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -104712.445312 Penalty: 3242.198975
	Iteration 5F: 3 clusters Score -104712.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104936.390625 Penalty: 3242.198975
	Iteration 6F: 3 clusters Score -104936.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -105153.140625 Penalty: 3242.198975
	Iteration 7F: 3 clusters Score -105153.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105303.234375 Penalty: 3242.198975
	Iteration 8Q: 3 clusters Score -105303.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -105423.890625 Penalty: 3242.198975
	Iteration 9Q: 3 clusters Score -105423.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -105481.390625 Penalty: 3242.198975
	Iteration 10Q: 3 clusters Score -105481.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105530.148438 Penalty: 3242.198975
	Iteration 11Q: 3 clusters Score -105530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105538.476562 Penalty: 3242.198975
	Iteration 12Q: 3 clusters Score -105538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105551.968750 Penalty: 3242.198975
	Iteration 13Q: 3 clusters Score -105552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105558.148438 Penalty: 3242.198975
	Iteration 14Q: 3 clusters Score -105558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105562.265625 Penalty: 3242.198975
	Iteration 15Q: 3 clusters Score -105562.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105562.265625 Penalty: 3242.198975
	Iteration 16F: 3 clusters Score -105562.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 213 members 
Mstep: Class 84 contains 477 members 
Entering Unmasked Estep 
Score: -154541504.000000 Penalty: 293480.187500
Splitting cluster 83 changes total score from -154543520.000000 to -154541504.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 319Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 320F: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 321Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 322Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 323Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 324Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 325Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 326Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 327Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 328Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 329Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 330Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 331Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 332Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 333Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 334Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 335Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 336Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 337Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 338Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 339Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 340F: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 341Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 342Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 343Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 344Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 345Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 346Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 347Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 348Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 349Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 350Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 351Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 352Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 353Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 354Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 355Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 356Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 357Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 358Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering ConstructFrom: 
Score: -154543520.000000 Penalty: 289986.375000
Entering ConstructFrom: 
Trying to split cluster 1 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -941205.500000 Penalty: 2227.301270
	Iteration 0F: 2 clusters Score -941205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -934776.687500 Penalty: 4454.602539
	Iteration 0F: 3 clusters Score -934776.7 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -936612.312500 Penalty: 4454.602539
	Iteration 1F: 3 clusters Score -936612.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -937071.187500 Penalty: 4454.602539
	Iteration 2F: 3 clusters Score -937071.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -937559.562500 Penalty: 4454.602539
	Iteration 3F: 3 clusters Score -937559.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -938096.875000 Penalty: 4454.602539
	Iteration 4F: 3 clusters Score -938096.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -938623.375000 Penalty: 4454.602539
	Iteration 5F: 3 clusters Score -938623.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -939108.625000 Penalty: 4454.602539
	Iteration 6F: 3 clusters Score -939108.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -939418.875000 Penalty: 4454.602539
	Iteration 7F: 3 clusters Score -939418.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -939584.062500 Penalty: 4454.602539
	Iteration 8Q: 3 clusters Score -939584.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -939681.125000 Penalty: 4454.602539
	Iteration 9Q: 3 clusters Score -939681.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -939736.500000 Penalty: 4454.602539
	Iteration 10Q: 3 clusters Score -939736.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -939762.000000 Penalty: 4454.602539
	Iteration 11Q: 3 clusters Score -939762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -939782.562500 Penalty: 4454.602539
	Iteration 12Q: 3 clusters Score -939782.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -939794.750000 Penalty: 4454.602539
	Iteration 13Q: 3 clusters Score -939794.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -939802.375000 Penalty: 4454.602539
	Iteration 14Q: 3 clusters Score -939802.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -939806.562500 Penalty: 4454.602539
	Iteration 15Q: 3 clusters Score -939806.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -939806.625000 Penalty: 4454.602539
	Iteration 16Q: 3 clusters Score -939806.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -939813.250000 Penalty: 4454.602539
	Iteration 17Q: 3 clusters Score -939813.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -939818.187500 Penalty: 4454.602539
	Iteration 18Q: 3 clusters Score -939818.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -939820.812500 Penalty: 4454.602539
	Iteration 19Q: 3 clusters Score -939820.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -939825.812500 Penalty: 4454.602539
	Iteration 20F: 3 clusters Score -939825.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -939827.000000 Penalty: 4454.602539
	Iteration 21Q: 3 clusters Score -939827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -939830.937500 Penalty: 4454.602539
	Iteration 22Q: 3 clusters Score -939830.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -939833.125000 Penalty: 4454.602539
	Iteration 23Q: 3 clusters Score -939833.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -939833.750000 Penalty: 4454.602539
	Iteration 24Q: 3 clusters Score -939833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -939835.437500 Penalty: 4454.602539
	Iteration 25Q: 3 clusters Score -939835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -939834.750000 Penalty: 4454.602539
	Iteration 26Q: 3 clusters Score -939834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -939834.750000 Penalty: 4454.602539
	Iteration 27F: 3 clusters Score -939834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -209268.187500 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -209268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -206816.968750 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -206817 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -207280.734375 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -207280.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -207392.828125 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -207392.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -207451.640625 Penalty: 3708.611084
	Iteration 3Q: 3 clusters Score -207451.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -207487.328125 Penalty: 3708.611084
	Iteration 4Q: 3 clusters Score -207487.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -207517.578125 Penalty: 3708.611084
	Iteration 5Q: 3 clusters Score -207517.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -207553.156250 Penalty: 3708.611084
	Iteration 6Q: 3 clusters Score -207553.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -207578.546875 Penalty: 3708.611084
	Iteration 7Q: 3 clusters Score -207578.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -207603.015625 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -207603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -207621.203125 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -207621.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -207636.375000 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -207636.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -207646.578125 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -207646.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -207657.875000 Penalty: 3708.611084
	Iteration 12Q: 3 clusters Score -207657.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -207675.562500 Penalty: 3708.611084
	Iteration 13Q: 3 clusters Score -207675.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -207692.578125 Penalty: 3708.611084
	Iteration 14Q: 3 clusters Score -207692.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -207718.375000 Penalty: 3708.611084
	Iteration 15Q: 3 clusters Score -207718.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -207731.078125 Penalty: 3708.611084
	Iteration 16Q: 3 clusters Score -207731.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -207740.703125 Penalty: 3708.611084
	Iteration 17Q: 3 clusters Score -207740.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -207750.765625 Penalty: 3708.611084
	Iteration 18Q: 3 clusters Score -207750.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -207759.265625 Penalty: 3708.611084
	Iteration 19Q: 3 clusters Score -207759.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -207765.968750 Penalty: 3708.611084
	Iteration 20F: 3 clusters Score -207766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -207776.750000 Penalty: 3708.611084
	Iteration 21Q: 3 clusters Score -207776.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -207784.562500 Penalty: 3708.611084
	Iteration 22Q: 3 clusters Score -207784.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -207795.015625 Penalty: 3708.611084
	Iteration 23Q: 3 clusters Score -207795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -207806.453125 Penalty: 3708.611084
	Iteration 24Q: 3 clusters Score -207806.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -207813.828125 Penalty: 3708.611084
	Iteration 25Q: 3 clusters Score -207813.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -207822.406250 Penalty: 3708.611084
	Iteration 26Q: 3 clusters Score -207822.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -207830.609375 Penalty: 3708.611084
	Iteration 27Q: 3 clusters Score -207830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -207845.015625 Penalty: 3708.611084
	Iteration 28Q: 3 clusters Score -207845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -207852.234375 Penalty: 3708.611084
	Iteration 29Q: 3 clusters Score -207852.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -207862.890625 Penalty: 3708.611084
	Iteration 30Q: 3 clusters Score -207862.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -207869.062500 Penalty: 3708.611084
	Iteration 31Q: 3 clusters Score -207869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -207871.937500 Penalty: 3708.611084
	Iteration 32Q: 3 clusters Score -207871.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -207876.484375 Penalty: 3708.611084
	Iteration 33Q: 3 clusters Score -207876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -207880.859375 Penalty: 3708.611084
	Iteration 34Q: 3 clusters Score -207880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -207881.921875 Penalty: 3708.611084
	Iteration 35Q: 3 clusters Score -207881.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -207881.921875 Penalty: 3708.611084
	Iteration 36F: 3 clusters Score -207881.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Entering Unmasked Estep 
Score: -5373412.000000 Penalty: 2654.610840
	Iteration 0F: 2 clusters Score -5373412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -5343226.500000 Penalty: 5309.221680
	Iteration 0F: 3 clusters Score -5343226 nChanged 20476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -5354677.000000 Penalty: 5309.221680
	Iteration 1F: 3 clusters Score -5354677 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -5355611.500000 Penalty: 5309.221680
	Iteration 2Q: 3 clusters Score -5355612 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -5356829.000000 Penalty: 5309.221680
	Iteration 3F: 3 clusters Score -5356829 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -5358515.000000 Penalty: 5309.221680
	Iteration 4F: 3 clusters Score -5358515 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -5361082.500000 Penalty: 5309.221680
	Iteration 5F: 3 clusters Score -5361082 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -5364013.000000 Penalty: 5309.221680
	Iteration 6F: 3 clusters Score -5364013 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -5366591.500000 Penalty: 5309.221680
	Iteration 7F: 3 clusters Score -5366592 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -5368637.500000 Penalty: 5309.221680
	Iteration 8F: 3 clusters Score -5368638 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -5370140.000000 Penalty: 5309.221680
	Iteration 9Q: 3 clusters Score -5370140 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -5371115.500000 Penalty: 5309.221680
	Iteration 10Q: 3 clusters Score -5371116 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -5371708.000000 Penalty: 5309.221680
	Iteration 11Q: 3 clusters Score -5371708 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -5372100.000000 Penalty: 5309.221680
	Iteration 12Q: 3 clusters Score -5372100 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -5372331.500000 Penalty: 5309.221680
	Iteration 13Q: 3 clusters Score -5372332 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -5372521.000000 Penalty: 5309.221680
	Iteration 14Q: 3 clusters Score -5372521 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -5372687.000000 Penalty: 5309.221680
	Iteration 15Q: 3 clusters Score -5372687 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -5372833.500000 Penalty: 5309.221680
	Iteration 16Q: 3 clusters Score -5372834 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -5372967.000000 Penalty: 5309.221680
	Iteration 17Q: 3 clusters Score -5372967 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -5373062.000000 Penalty: 5309.221680
	Iteration 18Q: 3 clusters Score -5373062 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -5373130.000000 Penalty: 5309.221680
	Iteration 19Q: 3 clusters Score -5373130 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -5373190.500000 Penalty: 5309.221680
	Iteration 20F: 3 clusters Score -5373190 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5373232.500000 Penalty: 5309.221680
	Iteration 21Q: 3 clusters Score -5373232 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -5373256.500000 Penalty: 5309.221680
	Iteration 22Q: 3 clusters Score -5373256 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -5373265.000000 Penalty: 5309.221680
	Iteration 23Q: 3 clusters Score -5373265 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -5373291.000000 Penalty: 5309.221680
	Iteration 24Q: 3 clusters Score -5373291 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -5373295.500000 Penalty: 5309.221680
	Iteration 25Q: 3 clusters Score -5373296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -5373312.500000 Penalty: 5309.221680
	Iteration 26Q: 3 clusters Score -5373312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -5373315.500000 Penalty: 5309.221680
	Iteration 27Q: 3 clusters Score -5373316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -5373318.000000 Penalty: 5309.221680
	Iteration 28Q: 3 clusters Score -5373318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -5373333.500000 Penalty: 5309.221680
	Iteration 29Q: 3 clusters Score -5373334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -5373337.000000 Penalty: 5309.221680
	Iteration 30Q: 3 clusters Score -5373337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5373338.500000 Penalty: 5309.221680
	Iteration 31Q: 3 clusters Score -5373338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -5373343.000000 Penalty: 5309.221680
	Iteration 32Q: 3 clusters Score -5373343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -5373349.500000 Penalty: 5309.221680
	Iteration 33Q: 3 clusters Score -5373350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -5373349.000000 Penalty: 5309.221680
	Iteration 34Q: 3 clusters Score -5373349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -5373340.000000 Penalty: 5309.221680
	Iteration 35Q: 3 clusters Score -5373340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -5373346.000000 Penalty: 5309.221680
	Iteration 36Q: 3 clusters Score -5373346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -5373344.500000 Penalty: 5309.221680
	Iteration 37Q: 3 clusters Score -5373344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5373351.500000 Penalty: 5309.221680
	Iteration 38Q: 3 clusters Score -5373352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -5373358.500000 Penalty: 5309.221680
	Iteration 39Q: 3 clusters Score -5373358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -5373363.500000 Penalty: 5309.221680
	Iteration 40F: 3 clusters Score -5373364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -5373371.000000 Penalty: 5309.221680
	Iteration 41Q: 3 clusters Score -5373371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -5373375.500000 Penalty: 5309.221680
	Iteration 42Q: 3 clusters Score -5373376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -5373378.500000 Penalty: 5309.221680
	Iteration 43Q: 3 clusters Score -5373378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -5373371.000000 Penalty: 5309.221680
	Iteration 44Q: 3 clusters Score -5373371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -5373376.000000 Penalty: 5309.221680
	Iteration 45Q: 3 clusters Score -5373376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -5373375.000000 Penalty: 5309.221680
	Iteration 46Q: 3 clusters Score -5373375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -5373383.000000 Penalty: 5309.221680
	Iteration 47Q: 3 clusters Score -5373383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -5373381.000000 Penalty: 5309.221680
	Iteration 48Q: 3 clusters Score -5373381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -5373376.500000 Penalty: 5309.221680
	Iteration 49Q: 3 clusters Score -5373376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -5373379.500000 Penalty: 5309.221680
	Iteration 50Q: 3 clusters Score -5373380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -5373393.500000 Penalty: 5309.221680
	Iteration 51Q: 3 clusters Score -5373394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -5373396.000000 Penalty: 5309.221680
	Iteration 52Q: 3 clusters Score -5373396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -5373390.000000 Penalty: 5309.221680
	Iteration 53Q: 3 clusters Score -5373390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -5373398.500000 Penalty: 5309.221680
	Iteration 54Q: 3 clusters Score -5373398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -5373402.000000 Penalty: 5309.221680
	Iteration 55Q: 3 clusters Score -5373402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -5373395.000000 Penalty: 5309.221680
	Iteration 56Q: 3 clusters Score -5373395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -5373381.500000 Penalty: 5309.221680
	Iteration 57Q: 3 clusters Score -5373382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -5373393.000000 Penalty: 5309.221680
	Iteration 58Q: 3 clusters Score -5373393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -5373386.500000 Penalty: 5309.221680
	Iteration 59Q: 3 clusters Score -5373386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -5373386.000000 Penalty: 5309.221680
	Iteration 60F: 3 clusters Score -5373386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -5373380.000000 Penalty: 5309.221680
	Iteration 61Q: 3 clusters Score -5373380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -5373381.000000 Penalty: 5309.221680
	Iteration 62Q: 3 clusters Score -5373381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -5373385.000000 Penalty: 5309.221680
	Iteration 63Q: 3 clusters Score -5373385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -5373379.000000 Penalty: 5309.221680
	Iteration 64Q: 3 clusters Score -5373379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -5373379.000000 Penalty: 5309.221680
	Iteration 65Q: 3 clusters Score -5373379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -5373387.500000 Penalty: 5309.221680
	Iteration 66Q: 3 clusters Score -5373388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -5373379.000000 Penalty: 5309.221680
	Iteration 67Q: 3 clusters Score -5373379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -5373375.000000 Penalty: 5309.221680
	Iteration 68Q: 3 clusters Score -5373375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -5373367.500000 Penalty: 5309.221680
	Iteration 69Q: 3 clusters Score -5373368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -5373364.500000 Penalty: 5309.221680
	Iteration 70Q: 3 clusters Score -5373364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -5373373.500000 Penalty: 5309.221680
	Iteration 71Q: 3 clusters Score -5373374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -5373374.500000 Penalty: 5309.221680
	Iteration 72Q: 3 clusters Score -5373374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -5373388.000000 Penalty: 5309.221680
	Iteration 73Q: 3 clusters Score -5373388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -5373377.500000 Penalty: 5309.221680
	Iteration 74Q: 3 clusters Score -5373378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -5373382.500000 Penalty: 5309.221680
	Iteration 75Q: 3 clusters Score -5373382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -5373380.500000 Penalty: 5309.221680
	Iteration 76Q: 3 clusters Score -5373380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -5373382.000000 Penalty: 5309.221680
	Iteration 77Q: 3 clusters Score -5373382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5373380.500000 Penalty: 5309.221680
	Iteration 78Q: 3 clusters Score -5373380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -5373387.500000 Penalty: 5309.221680
	Iteration 79Q: 3 clusters Score -5373388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -5373381.000000 Penalty: 5309.221680
	Iteration 80F: 3 clusters Score -5373381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -5373382.000000 Penalty: 5309.221680
	Iteration 81Q: 3 clusters Score -5373382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -5373380.500000 Penalty: 5309.221680
	Iteration 82Q: 3 clusters Score -5373380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -5373381.000000 Penalty: 5309.221680
	Iteration 83Q: 3 clusters Score -5373381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -5373384.000000 Penalty: 5309.221680
	Iteration 84Q: 3 clusters Score -5373384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -5373384.500000 Penalty: 5309.221680
	Iteration 85Q: 3 clusters Score -5373384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -5373379.000000 Penalty: 5309.221680
	Iteration 86Q: 3 clusters Score -5373379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -5373385.000000 Penalty: 5309.221680
	Iteration 87Q: 3 clusters Score -5373385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -5373385.000000 Penalty: 5309.221680
	Iteration 88F: 3 clusters Score -5373385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Entering Unmasked Estep 
Score: -2713152.000000 Penalty: 2486.265137
	Iteration 0F: 2 clusters Score -2713152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2697228.750000 Penalty: 4972.530273
	Iteration 0F: 3 clusters Score -2697229 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2702695.000000 Penalty: 4972.530273
	Iteration 1F: 3 clusters Score -2702695 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2703128.000000 Penalty: 4972.530273
	Iteration 2F: 3 clusters Score -2703128 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2703543.250000 Penalty: 4972.530273
	Iteration 3Q: 3 clusters Score -2703543 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2703922.250000 Penalty: 4972.530273
	Iteration 4Q: 3 clusters Score -2703922 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2704253.000000 Penalty: 4972.530273
	Iteration 5Q: 3 clusters Score -2704253 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2704614.000000 Penalty: 4972.530273
	Iteration 6Q: 3 clusters Score -2704614 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2704958.500000 Penalty: 4972.530273
	Iteration 7Q: 3 clusters Score -2704958 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2705349.750000 Penalty: 4972.530273
	Iteration 8Q: 3 clusters Score -2705350 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2705752.000000 Penalty: 4972.530273
	Iteration 9Q: 3 clusters Score -2705752 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2706173.250000 Penalty: 4972.530273
	Iteration 10Q: 3 clusters Score -2706173 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2706690.250000 Penalty: 4972.530273
	Iteration 11Q: 3 clusters Score -2706690 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2707197.750000 Penalty: 4972.530273
	Iteration 12Q: 3 clusters Score -2707198 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2707666.500000 Penalty: 4972.530273
	Iteration 13Q: 3 clusters Score -2707666 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2708069.500000 Penalty: 4972.530273
	Iteration 14Q: 3 clusters Score -2708070 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2708366.500000 Penalty: 4972.530273
	Iteration 15Q: 3 clusters Score -2708366 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2708567.000000 Penalty: 4972.530273
	Iteration 16Q: 3 clusters Score -2708567 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2708718.500000 Penalty: 4972.530273
	Iteration 17Q: 3 clusters Score -2708718 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2708847.750000 Penalty: 4972.530273
	Iteration 18Q: 3 clusters Score -2708848 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2708898.500000 Penalty: 4972.530273
	Iteration 19Q: 3 clusters Score -2708898 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2708965.500000 Penalty: 4972.530273
	Iteration 20F: 3 clusters Score -2708966 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2709042.250000 Penalty: 4972.530273
	Iteration 21Q: 3 clusters Score -2709042 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2709108.000000 Penalty: 4972.530273
	Iteration 22Q: 3 clusters Score -2709108 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2709169.500000 Penalty: 4972.530273
	Iteration 23Q: 3 clusters Score -2709170 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2709209.000000 Penalty: 4972.530273
	Iteration 24Q: 3 clusters Score -2709209 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2709242.750000 Penalty: 4972.530273
	Iteration 25Q: 3 clusters Score -2709243 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2709289.250000 Penalty: 4972.530273
	Iteration 26Q: 3 clusters Score -2709289 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2709326.250000 Penalty: 4972.530273
	Iteration 27Q: 3 clusters Score -2709326 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2709363.250000 Penalty: 4972.530273
	Iteration 28Q: 3 clusters Score -2709363 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2709396.750000 Penalty: 4972.530273
	Iteration 29Q: 3 clusters Score -2709397 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2709425.750000 Penalty: 4972.530273
	Iteration 30Q: 3 clusters Score -2709426 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2709461.000000 Penalty: 4972.530273
	Iteration 31Q: 3 clusters Score -2709461 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2709491.500000 Penalty: 4972.530273
	Iteration 32Q: 3 clusters Score -2709492 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2709544.750000 Penalty: 4972.530273
	Iteration 33Q: 3 clusters Score -2709545 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2709573.000000 Penalty: 4972.530273
	Iteration 34Q: 3 clusters Score -2709573 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2709642.750000 Penalty: 4972.530273
	Iteration 35Q: 3 clusters Score -2709643 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2709688.750000 Penalty: 4972.530273
	Iteration 36Q: 3 clusters Score -2709689 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2709740.000000 Penalty: 4972.530273
	Iteration 37Q: 3 clusters Score -2709740 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2709806.500000 Penalty: 4972.530273
	Iteration 38Q: 3 clusters Score -2709806 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2709870.250000 Penalty: 4972.530273
	Iteration 39Q: 3 clusters Score -2709870 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2709954.750000 Penalty: 4972.530273
	Iteration 40F: 3 clusters Score -2709955 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2710038.500000 Penalty: 4972.530273
	Iteration 41Q: 3 clusters Score -2710038 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2710111.250000 Penalty: 4972.530273
	Iteration 42Q: 3 clusters Score -2710111 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2710197.000000 Penalty: 4972.530273
	Iteration 43Q: 3 clusters Score -2710197 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2710273.250000 Penalty: 4972.530273
	Iteration 44Q: 3 clusters Score -2710273 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2710364.500000 Penalty: 4972.530273
	Iteration 45Q: 3 clusters Score -2710364 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2710449.000000 Penalty: 4972.530273
	Iteration 46Q: 3 clusters Score -2710449 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2710546.500000 Penalty: 4972.530273
	Iteration 47Q: 3 clusters Score -2710546 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2710637.250000 Penalty: 4972.530273
	Iteration 48Q: 3 clusters Score -2710637 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2710742.000000 Penalty: 4972.530273
	Iteration 49Q: 3 clusters Score -2710742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2710827.000000 Penalty: 4972.530273
	Iteration 50Q: 3 clusters Score -2710827 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2710925.750000 Penalty: 4972.530273
	Iteration 51Q: 3 clusters Score -2710926 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2710999.500000 Penalty: 4972.530273
	Iteration 52Q: 3 clusters Score -2711000 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2711074.250000 Penalty: 4972.530273
	Iteration 53Q: 3 clusters Score -2711074 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2711143.250000 Penalty: 4972.530273
	Iteration 54Q: 3 clusters Score -2711143 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2711171.250000 Penalty: 4972.530273
	Iteration 55Q: 3 clusters Score -2711171 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2711202.250000 Penalty: 4972.530273
	Iteration 56Q: 3 clusters Score -2711202 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2711218.750000 Penalty: 4972.530273
	Iteration 57Q: 3 clusters Score -2711219 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2711240.500000 Penalty: 4972.530273
	Iteration 58Q: 3 clusters Score -2711240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2711251.500000 Penalty: 4972.530273
	Iteration 59Q: 3 clusters Score -2711252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2711257.500000 Penalty: 4972.530273
	Iteration 60F: 3 clusters Score -2711258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2711264.750000 Penalty: 4972.530273
	Iteration 61Q: 3 clusters Score -2711265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2711272.750000 Penalty: 4972.530273
	Iteration 62Q: 3 clusters Score -2711273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2711274.500000 Penalty: 4972.530273
	Iteration 63Q: 3 clusters Score -2711274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2711290.000000 Penalty: 4972.530273
	Iteration 64Q: 3 clusters Score -2711290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2711294.500000 Penalty: 4972.530273
	Iteration 65Q: 3 clusters Score -2711294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2711302.750000 Penalty: 4972.530273
	Iteration 66Q: 3 clusters Score -2711303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2711309.000000 Penalty: 4972.530273
	Iteration 67Q: 3 clusters Score -2711309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2711312.000000 Penalty: 4972.530273
	Iteration 68Q: 3 clusters Score -2711312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2711319.000000 Penalty: 4972.530273
	Iteration 69Q: 3 clusters Score -2711319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2711324.250000 Penalty: 4972.530273
	Iteration 70Q: 3 clusters Score -2711324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2711327.000000 Penalty: 4972.530273
	Iteration 71Q: 3 clusters Score -2711327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2711337.250000 Penalty: 4972.530273
	Iteration 72Q: 3 clusters Score -2711337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2711341.000000 Penalty: 4972.530273
	Iteration 73Q: 3 clusters Score -2711341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2711344.500000 Penalty: 4972.530273
	Iteration 74Q: 3 clusters Score -2711344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2711347.750000 Penalty: 4972.530273
	Iteration 75Q: 3 clusters Score -2711348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2711357.750000 Penalty: 4972.530273
	Iteration 76Q: 3 clusters Score -2711358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2711368.500000 Penalty: 4972.530273
	Iteration 77Q: 3 clusters Score -2711368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2711373.750000 Penalty: 4972.530273
	Iteration 78Q: 3 clusters Score -2711374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2711383.250000 Penalty: 4972.530273
	Iteration 79Q: 3 clusters Score -2711383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2711402.250000 Penalty: 4972.530273
	Iteration 80F: 3 clusters Score -2711402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2711420.000000 Penalty: 4972.530273
	Iteration 81Q: 3 clusters Score -2711420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2711437.250000 Penalty: 4972.530273
	Iteration 82Q: 3 clusters Score -2711437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2711463.750000 Penalty: 4972.530273
	Iteration 83Q: 3 clusters Score -2711464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2711506.500000 Penalty: 4972.530273
	Iteration 84Q: 3 clusters Score -2711506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2711547.250000 Penalty: 4972.530273
	Iteration 85Q: 3 clusters Score -2711547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2711582.250000 Penalty: 4972.530273
	Iteration 86Q: 3 clusters Score -2711582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2711594.250000 Penalty: 4972.530273
	Iteration 87Q: 3 clusters Score -2711594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2711607.000000 Penalty: 4972.530273
	Iteration 88Q: 3 clusters Score -2711607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2711613.250000 Penalty: 4972.530273
	Iteration 89Q: 3 clusters Score -2711613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2711613.000000 Penalty: 4972.530273
	Iteration 90Q: 3 clusters Score -2711613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2711614.000000 Penalty: 4972.530273
	Iteration 91Q: 3 clusters Score -2711614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2711612.000000 Penalty: 4972.530273
	Iteration 92Q: 3 clusters Score -2711612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2711612.000000 Penalty: 4972.530273
	Iteration 93F: 3 clusters Score -2711612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Entering Unmasked Estep 
Score: -727030.062500 Penalty: 2169.500977
	Iteration 0F: 2 clusters Score -727030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -721696.562500 Penalty: 4339.001953
	Iteration 0F: 3 clusters Score -721696.6 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -723113.937500 Penalty: 4339.001953
	Iteration 1F: 3 clusters Score -723113.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -723366.562500 Penalty: 4339.001953
	Iteration 2F: 3 clusters Score -723366.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -723574.312500 Penalty: 4339.001953
	Iteration 3F: 3 clusters Score -723574.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -723785.437500 Penalty: 4339.001953
	Iteration 4Q: 3 clusters Score -723785.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -724012.625000 Penalty: 4339.001953
	Iteration 5Q: 3 clusters Score -724012.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -724277.812500 Penalty: 4339.001953
	Iteration 6Q: 3 clusters Score -724277.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -724555.625000 Penalty: 4339.001953
	Iteration 7F: 3 clusters Score -724555.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -724794.937500 Penalty: 4339.001953
	Iteration 8Q: 3 clusters Score -724794.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -725017.750000 Penalty: 4339.001953
	Iteration 9Q: 3 clusters Score -725017.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -725178.562500 Penalty: 4339.001953
	Iteration 10Q: 3 clusters Score -725178.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -725305.750000 Penalty: 4339.001953
	Iteration 11Q: 3 clusters Score -725305.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -725414.000000 Penalty: 4339.001953
	Iteration 12Q: 3 clusters Score -725414 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -725503.062500 Penalty: 4339.001953
	Iteration 13Q: 3 clusters Score -725503.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -725577.187500 Penalty: 4339.001953
	Iteration 14Q: 3 clusters Score -725577.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -725666.687500 Penalty: 4339.001953
	Iteration 15Q: 3 clusters Score -725666.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -725743.750000 Penalty: 4339.001953
	Iteration 16Q: 3 clusters Score -725743.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -725806.437500 Penalty: 4339.001953
	Iteration 17Q: 3 clusters Score -725806.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -725847.562500 Penalty: 4339.001953
	Iteration 18Q: 3 clusters Score -725847.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -725879.437500 Penalty: 4339.001953
	Iteration 19Q: 3 clusters Score -725879.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -725904.562500 Penalty: 4339.001953
	Iteration 20F: 3 clusters Score -725904.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -725929.812500 Penalty: 4339.001953
	Iteration 21Q: 3 clusters Score -725929.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -725948.937500 Penalty: 4339.001953
	Iteration 22Q: 3 clusters Score -725948.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -725966.687500 Penalty: 4339.001953
	Iteration 23Q: 3 clusters Score -725966.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -725981.312500 Penalty: 4339.001953
	Iteration 24Q: 3 clusters Score -725981.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -725995.875000 Penalty: 4339.001953
	Iteration 25Q: 3 clusters Score -725995.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -726006.125000 Penalty: 4339.001953
	Iteration 26Q: 3 clusters Score -726006.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -726014.187500 Penalty: 4339.001953
	Iteration 27Q: 3 clusters Score -726014.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -726017.375000 Penalty: 4339.001953
	Iteration 28Q: 3 clusters Score -726017.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -726023.062500 Penalty: 4339.001953
	Iteration 29Q: 3 clusters Score -726023.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -726026.750000 Penalty: 4339.001953
	Iteration 30Q: 3 clusters Score -726026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -726028.375000 Penalty: 4339.001953
	Iteration 31Q: 3 clusters Score -726028.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -726030.812500 Penalty: 4339.001953
	Iteration 32Q: 3 clusters Score -726030.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -726034.312500 Penalty: 4339.001953
	Iteration 33Q: 3 clusters Score -726034.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -726039.062500 Penalty: 4339.001953
	Iteration 34Q: 3 clusters Score -726039.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -726041.875000 Penalty: 4339.001953
	Iteration 35Q: 3 clusters Score -726041.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -726047.000000 Penalty: 4339.001953
	Iteration 36Q: 3 clusters Score -726047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -726047.250000 Penalty: 4339.001953
	Iteration 37Q: 3 clusters Score -726047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -726049.437500 Penalty: 4339.001953
	Iteration 38Q: 3 clusters Score -726049.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -726051.000000 Penalty: 4339.001953
	Iteration 39Q: 3 clusters Score -726051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -726054.000000 Penalty: 4339.001953
	Iteration 40F: 3 clusters Score -726054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -726053.437500 Penalty: 4339.001953
	Iteration 41Q: 3 clusters Score -726053.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -726053.437500 Penalty: 4339.001953
	Iteration 42F: 3 clusters Score -726053.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -264742.187500 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -264742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -261782.000000 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -261782 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -262479.312500 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -262479.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -262750.781250 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -262750.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -262926.093750 Penalty: 3902.464111
	Iteration 3F: 3 clusters Score -262926.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263067.531250 Penalty: 3902.464111
	Iteration 4Q: 3 clusters Score -263067.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -263179.093750 Penalty: 3902.464111
	Iteration 5Q: 3 clusters Score -263179.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -263277.687500 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -263277.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -263355.187500 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -263355.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -263409.750000 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -263409.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -263458.156250 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -263458.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -263497.468750 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -263497.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -263545.906250 Penalty: 3902.464111
	Iteration 11Q: 3 clusters Score -263545.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -263587.968750 Penalty: 3902.464111
	Iteration 12Q: 3 clusters Score -263588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -263623.406250 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -263623.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -263648.156250 Penalty: 3902.464111
	Iteration 14Q: 3 clusters Score -263648.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -263670.718750 Penalty: 3902.464111
	Iteration 15Q: 3 clusters Score -263670.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -263682.906250 Penalty: 3902.464111
	Iteration 16Q: 3 clusters Score -263682.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -263691.437500 Penalty: 3902.464111
	Iteration 17Q: 3 clusters Score -263691.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -263698.718750 Penalty: 3902.464111
	Iteration 18Q: 3 clusters Score -263698.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -263710.281250 Penalty: 3902.464111
	Iteration 19Q: 3 clusters Score -263710.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -263716.468750 Penalty: 3902.464111
	Iteration 20F: 3 clusters Score -263716.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -263722.250000 Penalty: 3902.464111
	Iteration 21Q: 3 clusters Score -263722.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -263732.906250 Penalty: 3902.464111
	Iteration 22Q: 3 clusters Score -263732.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -263748.968750 Penalty: 3902.464111
	Iteration 23Q: 3 clusters Score -263749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -263758.718750 Penalty: 3902.464111
	Iteration 24Q: 3 clusters Score -263758.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -263764.187500 Penalty: 3902.464111
	Iteration 25Q: 3 clusters Score -263764.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -263773.062500 Penalty: 3902.464111
	Iteration 26Q: 3 clusters Score -263773.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -263779.562500 Penalty: 3902.464111
	Iteration 27Q: 3 clusters Score -263779.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -263785.031250 Penalty: 3902.464111
	Iteration 28Q: 3 clusters Score -263785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -263788.968750 Penalty: 3902.464111
	Iteration 29Q: 3 clusters Score -263789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -263791.937500 Penalty: 3902.464111
	Iteration 30Q: 3 clusters Score -263791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -263795.343750 Penalty: 3902.464111
	Iteration 31Q: 3 clusters Score -263795.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -263806.718750 Penalty: 3902.464111
	Iteration 32Q: 3 clusters Score -263806.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -263819.812500 Penalty: 3902.464111
	Iteration 33Q: 3 clusters Score -263819.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -263831.093750 Penalty: 3902.464111
	Iteration 34Q: 3 clusters Score -263831.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -263834.343750 Penalty: 3902.464111
	Iteration 35Q: 3 clusters Score -263834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -263837.812500 Penalty: 3902.464111
	Iteration 36Q: 3 clusters Score -263837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -263841.000000 Penalty: 3902.464111
	Iteration 37Q: 3 clusters Score -263841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -263843.093750 Penalty: 3902.464111
	Iteration 38Q: 3 clusters Score -263843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -263845.781250 Penalty: 3902.464111
	Iteration 39Q: 3 clusters Score -263845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -263847.156250 Penalty: 3902.464111
	Iteration 40F: 3 clusters Score -263847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -263849.312500 Penalty: 3902.464111
	Iteration 41Q: 3 clusters Score -263849.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -263850.562500 Penalty: 3902.464111
	Iteration 42Q: 3 clusters Score -263850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -263850.562500 Penalty: 3902.464111
	Iteration 43Q: 3 clusters Score -263850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -263852.000000 Penalty: 3902.464111
	Iteration 44Q: 3 clusters Score -263852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -263854.718750 Penalty: 3902.464111
	Iteration 45Q: 3 clusters Score -263854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -263857.031250 Penalty: 3902.464111
	Iteration 46Q: 3 clusters Score -263857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -263858.531250 Penalty: 3902.464111
	Iteration 47Q: 3 clusters Score -263858.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -263858.562500 Penalty: 3902.464111
	Iteration 48Q: 3 clusters Score -263858.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -263858.562500 Penalty: 3902.464111
	Iteration 49F: 3 clusters Score -263858.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Entering Unmasked Estep 
Score: -3946871.500000 Penalty: 2576.707275
	Iteration 0F: 2 clusters Score -3946872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3924677.500000 Penalty: 5153.414551
	Iteration 0F: 3 clusters Score -3924678 nChanged 14702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3932581.250000 Penalty: 5153.414551
	Iteration 1F: 3 clusters Score -3932581 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3933138.500000 Penalty: 5153.414551
	Iteration 2Q: 3 clusters Score -3933138 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3933810.250000 Penalty: 5153.414551
	Iteration 3Q: 3 clusters Score -3933810 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3934626.750000 Penalty: 5153.414551
	Iteration 4Q: 3 clusters Score -3934627 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3935627.500000 Penalty: 5153.414551
	Iteration 5F: 3 clusters Score -3935628 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3936674.250000 Penalty: 5153.414551
	Iteration 6F: 3 clusters Score -3936674 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -3937679.500000 Penalty: 5153.414551
	Iteration 7F: 3 clusters Score -3937680 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3938495.000000 Penalty: 5153.414551
	Iteration 8F: 3 clusters Score -3938495 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -3939162.750000 Penalty: 5153.414551
	Iteration 9Q: 3 clusters Score -3939163 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -3939676.000000 Penalty: 5153.414551
	Iteration 10Q: 3 clusters Score -3939676 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -3940136.750000 Penalty: 5153.414551
	Iteration 11Q: 3 clusters Score -3940137 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3940531.750000 Penalty: 5153.414551
	Iteration 12Q: 3 clusters Score -3940532 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3940869.500000 Penalty: 5153.414551
	Iteration 13Q: 3 clusters Score -3940870 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3941152.750000 Penalty: 5153.414551
	Iteration 14Q: 3 clusters Score -3941153 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3941435.500000 Penalty: 5153.414551
	Iteration 15Q: 3 clusters Score -3941436 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3941707.250000 Penalty: 5153.414551
	Iteration 16Q: 3 clusters Score -3941707 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3941922.500000 Penalty: 5153.414551
	Iteration 17Q: 3 clusters Score -3941922 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3942173.750000 Penalty: 5153.414551
	Iteration 18Q: 3 clusters Score -3942174 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3942380.250000 Penalty: 5153.414551
	Iteration 19Q: 3 clusters Score -3942380 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3942568.000000 Penalty: 5153.414551
	Iteration 20F: 3 clusters Score -3942568 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3942751.000000 Penalty: 5153.414551
	Iteration 21Q: 3 clusters Score -3942751 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3942949.750000 Penalty: 5153.414551
	Iteration 22Q: 3 clusters Score -3942950 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3943164.250000 Penalty: 5153.414551
	Iteration 23Q: 3 clusters Score -3943164 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3943415.500000 Penalty: 5153.414551
	Iteration 24Q: 3 clusters Score -3943416 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3943712.000000 Penalty: 5153.414551
	Iteration 25Q: 3 clusters Score -3943712 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3944010.250000 Penalty: 5153.414551
	Iteration 26Q: 3 clusters Score -3944010 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3944299.500000 Penalty: 5153.414551
	Iteration 27Q: 3 clusters Score -3944300 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3944642.500000 Penalty: 5153.414551
	Iteration 28Q: 3 clusters Score -3944642 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3945023.250000 Penalty: 5153.414551
	Iteration 29Q: 3 clusters Score -3945023 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3945405.750000 Penalty: 5153.414551
	Iteration 30Q: 3 clusters Score -3945406 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3945791.250000 Penalty: 5153.414551
	Iteration 31Q: 3 clusters Score -3945791 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3946154.500000 Penalty: 5153.414551
	Iteration 32Q: 3 clusters Score -3946154 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3946417.000000 Penalty: 5153.414551
	Iteration 33Q: 3 clusters Score -3946417 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3946572.000000 Penalty: 5153.414551
	Iteration 34Q: 3 clusters Score -3946572 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3946647.250000 Penalty: 5153.414551
	Iteration 35Q: 3 clusters Score -3946647 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3946732.500000 Penalty: 5153.414551
	Iteration 36Q: 3 clusters Score -3946732 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3946764.750000 Penalty: 5153.414551
	Iteration 37Q: 3 clusters Score -3946765 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3946797.250000 Penalty: 5153.414551
	Iteration 38Q: 3 clusters Score -3946797 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3946826.250000 Penalty: 5153.414551
	Iteration 39Q: 3 clusters Score -3946826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3946835.500000 Penalty: 5153.414551
	Iteration 40F: 3 clusters Score -3946836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3946842.750000 Penalty: 5153.414551
	Iteration 41Q: 3 clusters Score -3946843 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3946860.750000 Penalty: 5153.414551
	Iteration 42Q: 3 clusters Score -3946861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3946854.500000 Penalty: 5153.414551
	Iteration 43Q: 3 clusters Score -3946854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3946871.250000 Penalty: 5153.414551
	Iteration 44Q: 3 clusters Score -3946871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3946878.750000 Penalty: 5153.414551
	Iteration 45Q: 3 clusters Score -3946879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3946877.750000 Penalty: 5153.414551
	Iteration 46Q: 3 clusters Score -3946878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3946884.500000 Penalty: 5153.414551
	Iteration 47Q: 3 clusters Score -3946884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3946890.750000 Penalty: 5153.414551
	Iteration 48Q: 3 clusters Score -3946891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3946898.500000 Penalty: 5153.414551
	Iteration 49Q: 3 clusters Score -3946898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3946899.250000 Penalty: 5153.414551
	Iteration 50Q: 3 clusters Score -3946899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3946897.000000 Penalty: 5153.414551
	Iteration 51Q: 3 clusters Score -3946897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3946903.250000 Penalty: 5153.414551
	Iteration 52Q: 3 clusters Score -3946903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3946902.250000 Penalty: 5153.414551
	Iteration 53Q: 3 clusters Score -3946902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3946899.000000 Penalty: 5153.414551
	Iteration 54Q: 3 clusters Score -3946899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3946901.750000 Penalty: 5153.414551
	Iteration 55Q: 3 clusters Score -3946902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3946905.000000 Penalty: 5153.414551
	Iteration 56Q: 3 clusters Score -3946905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3946904.750000 Penalty: 5153.414551
	Iteration 57Q: 3 clusters Score -3946905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3946910.250000 Penalty: 5153.414551
	Iteration 58Q: 3 clusters Score -3946910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3946913.750000 Penalty: 5153.414551
	Iteration 59Q: 3 clusters Score -3946914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3946912.000000 Penalty: 5153.414551
	Iteration 60F: 3 clusters Score -3946912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3946916.250000 Penalty: 5153.414551
	Iteration 61Q: 3 clusters Score -3946916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3946917.000000 Penalty: 5153.414551
	Iteration 62Q: 3 clusters Score -3946917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3946914.500000 Penalty: 5153.414551
	Iteration 63Q: 3 clusters Score -3946914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3946914.000000 Penalty: 5153.414551
	Iteration 64Q: 3 clusters Score -3946914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3946914.000000 Penalty: 5153.414551
	Iteration 65Q: 3 clusters Score -3946914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3946911.750000 Penalty: 5153.414551
	Iteration 66Q: 3 clusters Score -3946912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3946911.750000 Penalty: 5153.414551
	Iteration 67Q: 3 clusters Score -3946912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3946911.500000 Penalty: 5153.414551
	Iteration 68Q: 3 clusters Score -3946912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3946915.000000 Penalty: 5153.414551
	Iteration 69Q: 3 clusters Score -3946915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3946915.000000 Penalty: 5153.414551
	Iteration 70F: 3 clusters Score -3946915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 29687 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 2844 members 
Entering Unmasked Estep 
Score: -154542400.000000 Penalty: 293480.187500
Splitting cluster 7 changes total score from -154543520.000000 to -154542400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (136497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136497 members 
Entering Unmasked Estep 
Score: -16564025.000000 Penalty: 2932.366211
	Iteration 0F: 2 clusters Score -1.656402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68162 members 
Mstep: Class 2 contains 68335 members 
Entering Unmasked Estep 
Score: -16473185.000000 Penalty: 5864.732422
	Iteration 0F: 3 clusters Score -1.647318e+07 nChanged 65179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 72496 members 
Entering Unmasked Estep 
Score: -16511920.000000 Penalty: 5864.732422
	Iteration 1F: 3 clusters Score -1.651192e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -16514256.000000 Penalty: 5864.732422
	Iteration 2Q: 3 clusters Score -1.651426e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -16517393.000000 Penalty: 5864.732422
	Iteration 3F: 3 clusters Score -1.651739e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
Score: -16521212.000000 Penalty: 5864.732422
	Iteration 4F: 3 clusters Score -1.652121e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -16525690.000000 Penalty: 5864.732422
	Iteration 5F: 3 clusters Score -1.652569e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 97819 members 
Entering Unmasked Estep 
Score: -16530565.000000 Penalty: 5864.732422
	Iteration 6F: 3 clusters Score -1.653056e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 105429 members 
Entering Unmasked Estep 
Score: -16535879.000000 Penalty: 5864.732422
	Iteration 7F: 3 clusters Score -1.653588e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 113121 members 
Entering Unmasked Estep 
Score: -16541539.000000 Penalty: 5864.732422
	Iteration 8F: 3 clusters Score -1.654154e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 120553 members 
Entering Unmasked Estep 
Score: -16547378.000000 Penalty: 5864.732422
	Iteration 9F: 3 clusters Score -1.654738e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 126937 members 
Entering Unmasked Estep 
Score: -16553003.000000 Penalty: 5864.732422
	Iteration 10Q: 3 clusters Score -1.6553e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 131540 members 
Entering Unmasked Estep 
Score: -16557165.000000 Penalty: 5864.732422
	Iteration 11Q: 3 clusters Score -1.655716e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 134117 members 
Entering Unmasked Estep 
Score: -16559586.000000 Penalty: 5864.732422
	Iteration 12Q: 3 clusters Score -1.655959e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 135313 members 
Entering Unmasked Estep 
Score: -16560704.000000 Penalty: 5864.732422
	Iteration 13Q: 3 clusters Score -1.65607e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 135768 members 
Entering Unmasked Estep 
Score: -16561102.000000 Penalty: 5864.732422
	Iteration 14Q: 3 clusters Score -1.65611e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 135946 members 
Entering Unmasked Estep 
Score: -16561323.000000 Penalty: 5864.732422
	Iteration 15Q: 3 clusters Score -1.656132e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 136025 members 
Entering Unmasked Estep 
Score: -16561474.000000 Penalty: 5864.732422
	Iteration 16Q: 3 clusters Score -1.656147e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 136068 members 
Entering Unmasked Estep 
Score: -16561575.000000 Penalty: 5864.732422
	Iteration 17Q: 3 clusters Score -1.656158e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 136079 members 
Entering Unmasked Estep 
Score: -16561611.000000 Penalty: 5864.732422
	Iteration 18Q: 3 clusters Score -1.656161e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 136090 members 
Entering Unmasked Estep 
Score: -16561644.000000 Penalty: 5864.732422
	Iteration 19Q: 3 clusters Score -1.656164e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 136101 members 
Entering Unmasked Estep 
Score: -16561659.000000 Penalty: 5864.732422
	Iteration 20F: 3 clusters Score -1.656166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 136101 members 
Entering Unmasked Estep 
Score: -16561676.000000 Penalty: 5864.732422
	Iteration 21Q: 3 clusters Score -1.656168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 136100 members 
Entering Unmasked Estep 
Score: -16561671.000000 Penalty: 5864.732422
	Iteration 22Q: 3 clusters Score -1.656167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 136094 members 
Entering Unmasked Estep 
Score: -16561687.000000 Penalty: 5864.732422
	Iteration 23Q: 3 clusters Score -1.656169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 136091 members 
Entering Unmasked Estep 
Score: -16561691.000000 Penalty: 5864.732422
	Iteration 24Q: 3 clusters Score -1.656169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 136090 members 
Entering Unmasked Estep 
Score: -16561698.000000 Penalty: 5864.732422
	Iteration 25Q: 3 clusters Score -1.65617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 136090 members 
Entering Unmasked Estep 
Score: -16561697.000000 Penalty: 5864.732422
	Iteration 26Q: 3 clusters Score -1.65617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 136094 members 
Entering Unmasked Estep 
Score: -16561719.000000 Penalty: 5864.732422
	Iteration 27Q: 3 clusters Score -1.656172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 136097 members 
Entering Unmasked Estep 
Score: -16561728.000000 Penalty: 5864.732422
	Iteration 28Q: 3 clusters Score -1.656173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 136103 members 
Entering Unmasked Estep 
Score: -16561733.000000 Penalty: 5864.732422
	Iteration 29Q: 3 clusters Score -1.656173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 136106 members 
Entering Unmasked Estep 
Score: -16561729.000000 Penalty: 5864.732422
	Iteration 30Q: 3 clusters Score -1.656173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 136109 members 
Entering Unmasked Estep 
Score: -16561738.000000 Penalty: 5864.732422
	Iteration 31Q: 3 clusters Score -1.656174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 136112 members 
Entering Unmasked Estep 
Score: -16561742.000000 Penalty: 5864.732422
	Iteration 32Q: 3 clusters Score -1.656174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 136114 members 
Entering Unmasked Estep 
Score: -16561752.000000 Penalty: 5864.732422
	Iteration 33Q: 3 clusters Score -1.656175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 136114 members 
Entering Unmasked Estep 
Score: -16561747.000000 Penalty: 5864.732422
	Iteration 34Q: 3 clusters Score -1.656175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 136114 members 
Entering Unmasked Estep 
Score: -16561757.000000 Penalty: 5864.732422
	Iteration 35Q: 3 clusters Score -1.656176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 136114 members 
Entering Unmasked Estep 
Score: -16561757.000000 Penalty: 5864.732422
	Iteration 36F: 3 clusters Score -1.656176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -88249.546875 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -88249.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -86731.437500 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -86731.44 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -86943.085938 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -86943.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87054.992188 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -87054.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87154.296875 Penalty: 3141.306641
	Iteration 3Q: 3 clusters Score -87154.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87208.257812 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -87208.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87263.695312 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -87263.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -87324.734375 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -87324.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -87391.093750 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -87391.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87456.484375 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -87456.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -87537.406250 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -87537.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -87595.382812 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -87595.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -87674.398438 Penalty: 3141.306641
	Iteration 11Q: 3 clusters Score -87674.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -87728.992188 Penalty: 3141.306641
	Iteration 12Q: 3 clusters Score -87728.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -87784.515625 Penalty: 3141.306641
	Iteration 13Q: 3 clusters Score -87784.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -87823.828125 Penalty: 3141.306641
	Iteration 14Q: 3 clusters Score -87823.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -87847.078125 Penalty: 3141.306641
	Iteration 15Q: 3 clusters Score -87847.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -87868.046875 Penalty: 3141.306641
	Iteration 16Q: 3 clusters Score -87868.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -87885.945312 Penalty: 3141.306641
	Iteration 17Q: 3 clusters Score -87885.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -87893.312500 Penalty: 3141.306641
	Iteration 18Q: 3 clusters Score -87893.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -87902.062500 Penalty: 3141.306641
	Iteration 19Q: 3 clusters Score -87902.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -87909.406250 Penalty: 3141.306641
	Iteration 20F: 3 clusters Score -87909.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -87924.335938 Penalty: 3141.306641
	Iteration 21Q: 3 clusters Score -87924.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -87929.085938 Penalty: 3141.306641
	Iteration 22Q: 3 clusters Score -87929.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -87929.085938 Penalty: 3141.306641
	Iteration 23F: 3 clusters Score -87929.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Entering Unmasked Estep 
Score: -1336150.750000 Penalty: 2309.217529
	Iteration 0F: 2 clusters Score -1336151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1327777.250000 Penalty: 4618.435059
	Iteration 0F: 3 clusters Score -1327777 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1330262.625000 Penalty: 4618.435059
	Iteration 1F: 3 clusters Score -1330263 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1330660.625000 Penalty: 4618.435059
	Iteration 2F: 3 clusters Score -1330661 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1331028.250000 Penalty: 4618.435059
	Iteration 3F: 3 clusters Score -1331028 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1331465.500000 Penalty: 4618.435059
	Iteration 4F: 3 clusters Score -1331466 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1332002.500000 Penalty: 4618.435059
	Iteration 5F: 3 clusters Score -1332002 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1332506.000000 Penalty: 4618.435059
	Iteration 6F: 3 clusters Score -1332506 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1332991.500000 Penalty: 4618.435059
	Iteration 7F: 3 clusters Score -1332992 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1333449.875000 Penalty: 4618.435059
	Iteration 8F: 3 clusters Score -1333450 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1333832.000000 Penalty: 4618.435059
	Iteration 9Q: 3 clusters Score -1333832 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1334146.375000 Penalty: 4618.435059
	Iteration 10Q: 3 clusters Score -1334146 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1334385.625000 Penalty: 4618.435059
	Iteration 11Q: 3 clusters Score -1334386 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1334565.000000 Penalty: 4618.435059
	Iteration 12Q: 3 clusters Score -1334565 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1334680.250000 Penalty: 4618.435059
	Iteration 13Q: 3 clusters Score -1334680 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1334776.625000 Penalty: 4618.435059
	Iteration 14Q: 3 clusters Score -1334777 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1334822.750000 Penalty: 4618.435059
	Iteration 15Q: 3 clusters Score -1334823 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1334860.375000 Penalty: 4618.435059
	Iteration 16Q: 3 clusters Score -1334860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1334883.375000 Penalty: 4618.435059
	Iteration 17Q: 3 clusters Score -1334883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1334895.125000 Penalty: 4618.435059
	Iteration 18Q: 3 clusters Score -1334895 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1334908.625000 Penalty: 4618.435059
	Iteration 19Q: 3 clusters Score -1334909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1334917.125000 Penalty: 4618.435059
	Iteration 20F: 3 clusters Score -1334917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1334923.125000 Penalty: 4618.435059
	Iteration 21Q: 3 clusters Score -1334923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1334931.125000 Penalty: 4618.435059
	Iteration 22Q: 3 clusters Score -1334931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1334937.500000 Penalty: 4618.435059
	Iteration 23Q: 3 clusters Score -1334938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1334940.250000 Penalty: 4618.435059
	Iteration 24Q: 3 clusters Score -1334940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1334946.500000 Penalty: 4618.435059
	Iteration 25Q: 3 clusters Score -1334946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1334947.500000 Penalty: 4618.435059
	Iteration 26Q: 3 clusters Score -1334948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1334951.875000 Penalty: 4618.435059
	Iteration 27Q: 3 clusters Score -1334952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1334954.875000 Penalty: 4618.435059
	Iteration 28Q: 3 clusters Score -1334955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1334955.750000 Penalty: 4618.435059
	Iteration 29Q: 3 clusters Score -1334956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1334956.125000 Penalty: 4618.435059
	Iteration 30Q: 3 clusters Score -1334956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1334955.500000 Penalty: 4618.435059
	Iteration 31Q: 3 clusters Score -1334956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1334957.250000 Penalty: 4618.435059
	Iteration 32Q: 3 clusters Score -1334957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1334959.250000 Penalty: 4618.435059
	Iteration 33Q: 3 clusters Score -1334959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1334958.500000 Penalty: 4618.435059
	Iteration 34Q: 3 clusters Score -1334958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1334957.375000 Penalty: 4618.435059
	Iteration 35Q: 3 clusters Score -1334957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1334957.375000 Penalty: 4618.435059
	Iteration 36F: 3 clusters Score -1334957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -1036194.937500 Penalty: 2247.652832
	Iteration 0F: 2 clusters Score -1036195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1029307.312500 Penalty: 4495.305664
	Iteration 0F: 3 clusters Score -1029307 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1031372.187500 Penalty: 4495.305664
	Iteration 1F: 3 clusters Score -1031372 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1031703.000000 Penalty: 4495.305664
	Iteration 2F: 3 clusters Score -1031703 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1031935.812500 Penalty: 4495.305664
	Iteration 3F: 3 clusters Score -1031936 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1032152.500000 Penalty: 4495.305664
	Iteration 4Q: 3 clusters Score -1032152 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1032376.187500 Penalty: 4495.305664
	Iteration 5Q: 3 clusters Score -1032376 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1032632.937500 Penalty: 4495.305664
	Iteration 6Q: 3 clusters Score -1032633 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1032928.500000 Penalty: 4495.305664
	Iteration 7Q: 3 clusters Score -1032928 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1033224.250000 Penalty: 4495.305664
	Iteration 8Q: 3 clusters Score -1033224 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1033504.125000 Penalty: 4495.305664
	Iteration 9Q: 3 clusters Score -1033504 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1033763.187500 Penalty: 4495.305664
	Iteration 10Q: 3 clusters Score -1033763 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1033950.000000 Penalty: 4495.305664
	Iteration 11Q: 3 clusters Score -1033950 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1034049.750000 Penalty: 4495.305664
	Iteration 12Q: 3 clusters Score -1034050 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1034111.125000 Penalty: 4495.305664
	Iteration 13Q: 3 clusters Score -1034111 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1034140.562500 Penalty: 4495.305664
	Iteration 14Q: 3 clusters Score -1034141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1034155.500000 Penalty: 4495.305664
	Iteration 15Q: 3 clusters Score -1034156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1034165.750000 Penalty: 4495.305664
	Iteration 16Q: 3 clusters Score -1034166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1034175.937500 Penalty: 4495.305664
	Iteration 17Q: 3 clusters Score -1034176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1034185.875000 Penalty: 4495.305664
	Iteration 18Q: 3 clusters Score -1034186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1034192.562500 Penalty: 4495.305664
	Iteration 19Q: 3 clusters Score -1034193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1034198.812500 Penalty: 4495.305664
	Iteration 20F: 3 clusters Score -1034199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1034203.375000 Penalty: 4495.305664
	Iteration 21Q: 3 clusters Score -1034203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1034209.937500 Penalty: 4495.305664
	Iteration 22Q: 3 clusters Score -1034210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1034212.500000 Penalty: 4495.305664
	Iteration 23Q: 3 clusters Score -1034212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1034216.625000 Penalty: 4495.305664
	Iteration 24Q: 3 clusters Score -1034217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1034217.937500 Penalty: 4495.305664
	Iteration 25Q: 3 clusters Score -1034218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1034219.250000 Penalty: 4495.305664
	Iteration 26Q: 3 clusters Score -1034219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1034219.937500 Penalty: 4495.305664
	Iteration 27Q: 3 clusters Score -1034220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1034220.125000 Penalty: 4495.305664
	Iteration 28Q: 3 clusters Score -1034220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1034222.937500 Penalty: 4495.305664
	Iteration 29Q: 3 clusters Score -1034223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1034221.000000 Penalty: 4495.305664
	Iteration 30Q: 3 clusters Score -1034221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1034221.250000 Penalty: 4495.305664
	Iteration 31Q: 3 clusters Score -1034221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1034222.937500 Penalty: 4495.305664
	Iteration 32Q: 3 clusters Score -1034223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1034223.625000 Penalty: 4495.305664
	Iteration 33Q: 3 clusters Score -1034224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1034226.625000 Penalty: 4495.305664
	Iteration 34Q: 3 clusters Score -1034227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1034226.000000 Penalty: 4495.305664
	Iteration 35Q: 3 clusters Score -1034226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1034228.875000 Penalty: 4495.305664
	Iteration 36Q: 3 clusters Score -1034229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1034229.500000 Penalty: 4495.305664
	Iteration 37Q: 3 clusters Score -1034230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1034230.937500 Penalty: 4495.305664
	Iteration 38Q: 3 clusters Score -1034231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1034235.437500 Penalty: 4495.305664
	Iteration 39Q: 3 clusters Score -1034235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1034234.375000 Penalty: 4495.305664
	Iteration 40F: 3 clusters Score -1034234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1034235.250000 Penalty: 4495.305664
	Iteration 41Q: 3 clusters Score -1034235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1034232.062500 Penalty: 4495.305664
	Iteration 42Q: 3 clusters Score -1034232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1034233.062500 Penalty: 4495.305664
	Iteration 43Q: 3 clusters Score -1034233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1034234.250000 Penalty: 4495.305664
	Iteration 44Q: 3 clusters Score -1034234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1034237.250000 Penalty: 4495.305664
	Iteration 45Q: 3 clusters Score -1034237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1034237.250000 Penalty: 4495.305664
	Iteration 46Q: 3 clusters Score -1034237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1034237.625000 Penalty: 4495.305664
	Iteration 47Q: 3 clusters Score -1034238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1034236.687500 Penalty: 4495.305664
	Iteration 48Q: 3 clusters Score -1034237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1034241.187500 Penalty: 4495.305664
	Iteration 49Q: 3 clusters Score -1034241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1034242.562500 Penalty: 4495.305664
	Iteration 50Q: 3 clusters Score -1034243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1034245.250000 Penalty: 4495.305664
	Iteration 51Q: 3 clusters Score -1034245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1034243.250000 Penalty: 4495.305664
	Iteration 52Q: 3 clusters Score -1034243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1034246.125000 Penalty: 4495.305664
	Iteration 53Q: 3 clusters Score -1034246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1034246.687500 Penalty: 4495.305664
	Iteration 54Q: 3 clusters Score -1034247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1034246.125000 Penalty: 4495.305664
	Iteration 55Q: 3 clusters Score -1034246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1034246.500000 Penalty: 4495.305664
	Iteration 56Q: 3 clusters Score -1034246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1034245.937500 Penalty: 4495.305664
	Iteration 57Q: 3 clusters Score -1034246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1034248.375000 Penalty: 4495.305664
	Iteration 58Q: 3 clusters Score -1034248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1034248.062500 Penalty: 4495.305664
	Iteration 59Q: 3 clusters Score -1034248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1034250.500000 Penalty: 4495.305664
	Iteration 60F: 3 clusters Score -1034250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1034249.812500 Penalty: 4495.305664
	Iteration 61Q: 3 clusters Score -1034250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1034254.187500 Penalty: 4495.305664
	Iteration 62Q: 3 clusters Score -1034254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1034253.937500 Penalty: 4495.305664
	Iteration 63Q: 3 clusters Score -1034254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1034252.000000 Penalty: 4495.305664
	Iteration 64Q: 3 clusters Score -1034252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1034251.312500 Penalty: 4495.305664
	Iteration 65Q: 3 clusters Score -1034251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1034252.375000 Penalty: 4495.305664
	Iteration 66Q: 3 clusters Score -1034252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1034254.875000 Penalty: 4495.305664
	Iteration 67Q: 3 clusters Score -1034255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1034254.062500 Penalty: 4495.305664
	Iteration 68Q: 3 clusters Score -1034254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1034253.375000 Penalty: 4495.305664
	Iteration 69Q: 3 clusters Score -1034253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1034253.375000 Penalty: 4495.305664
	Iteration 70F: 3 clusters Score -1034253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Entering Unmasked Estep 
Score: -2013192.750000 Penalty: 2403.515137
	Iteration 0F: 2 clusters Score -2013193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2001513.375000 Penalty: 4807.030273
	Iteration 0F: 3 clusters Score -2001513 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2005058.000000 Penalty: 4807.030273
	Iteration 1F: 3 clusters Score -2005058 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2005358.750000 Penalty: 4807.030273
	Iteration 2F: 3 clusters Score -2005359 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2005569.875000 Penalty: 4807.030273
	Iteration 3Q: 3 clusters Score -2005570 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2005742.375000 Penalty: 4807.030273
	Iteration 4Q: 3 clusters Score -2005742 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2005917.625000 Penalty: 4807.030273
	Iteration 5Q: 3 clusters Score -2005918 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2006099.250000 Penalty: 4807.030273
	Iteration 6Q: 3 clusters Score -2006099 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2006352.000000 Penalty: 4807.030273
	Iteration 7Q: 3 clusters Score -2006352 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2006732.500000 Penalty: 4807.030273
	Iteration 8Q: 3 clusters Score -2006732 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2007321.750000 Penalty: 4807.030273
	Iteration 9F: 3 clusters Score -2007322 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2008116.750000 Penalty: 4807.030273
	Iteration 10F: 3 clusters Score -2008117 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2008995.000000 Penalty: 4807.030273
	Iteration 11F: 3 clusters Score -2008995 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2009739.750000 Penalty: 4807.030273
	Iteration 12F: 3 clusters Score -2009740 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2010272.625000 Penalty: 4807.030273
	Iteration 13Q: 3 clusters Score -2010273 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2010606.375000 Penalty: 4807.030273
	Iteration 14Q: 3 clusters Score -2010606 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2010778.750000 Penalty: 4807.030273
	Iteration 15Q: 3 clusters Score -2010779 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2010923.875000 Penalty: 4807.030273
	Iteration 16Q: 3 clusters Score -2010924 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2011014.875000 Penalty: 4807.030273
	Iteration 17Q: 3 clusters Score -2011015 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2011075.875000 Penalty: 4807.030273
	Iteration 18Q: 3 clusters Score -2011076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2011105.625000 Penalty: 4807.030273
	Iteration 19Q: 3 clusters Score -2011106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2011142.375000 Penalty: 4807.030273
	Iteration 20F: 3 clusters Score -2011142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2011161.625000 Penalty: 4807.030273
	Iteration 21Q: 3 clusters Score -2011162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2011182.625000 Penalty: 4807.030273
	Iteration 22Q: 3 clusters Score -2011183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2011201.500000 Penalty: 4807.030273
	Iteration 23Q: 3 clusters Score -2011202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2011213.000000 Penalty: 4807.030273
	Iteration 24Q: 3 clusters Score -2011213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2011217.000000 Penalty: 4807.030273
	Iteration 25Q: 3 clusters Score -2011217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2011226.375000 Penalty: 4807.030273
	Iteration 26Q: 3 clusters Score -2011226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2011233.250000 Penalty: 4807.030273
	Iteration 27Q: 3 clusters Score -2011233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2011233.375000 Penalty: 4807.030273
	Iteration 28Q: 3 clusters Score -2011233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2011237.625000 Penalty: 4807.030273
	Iteration 29Q: 3 clusters Score -2011238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2011241.000000 Penalty: 4807.030273
	Iteration 30Q: 3 clusters Score -2011241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2011247.250000 Penalty: 4807.030273
	Iteration 31Q: 3 clusters Score -2011247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2011252.375000 Penalty: 4807.030273
	Iteration 32Q: 3 clusters Score -2011252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2011253.250000 Penalty: 4807.030273
	Iteration 33Q: 3 clusters Score -2011253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2011258.125000 Penalty: 4807.030273
	Iteration 34Q: 3 clusters Score -2011258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2011258.250000 Penalty: 4807.030273
	Iteration 35Q: 3 clusters Score -2011258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2011263.375000 Penalty: 4807.030273
	Iteration 36Q: 3 clusters Score -2011263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2011263.875000 Penalty: 4807.030273
	Iteration 37Q: 3 clusters Score -2011264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2011264.750000 Penalty: 4807.030273
	Iteration 38Q: 3 clusters Score -2011265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2011271.625000 Penalty: 4807.030273
	Iteration 39Q: 3 clusters Score -2011272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2011271.875000 Penalty: 4807.030273
	Iteration 40F: 3 clusters Score -2011272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2011274.500000 Penalty: 4807.030273
	Iteration 41Q: 3 clusters Score -2011274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2011277.750000 Penalty: 4807.030273
	Iteration 42Q: 3 clusters Score -2011278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2011277.750000 Penalty: 4807.030273
	Iteration 43Q: 3 clusters Score -2011278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2011277.875000 Penalty: 4807.030273
	Iteration 44Q: 3 clusters Score -2011278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2011281.625000 Penalty: 4807.030273
	Iteration 45Q: 3 clusters Score -2011282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2011279.000000 Penalty: 4807.030273
	Iteration 46Q: 3 clusters Score -2011279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2011279.000000 Penalty: 4807.030273
	Iteration 47F: 3 clusters Score -2011279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Entering Unmasked Estep 
Score: -1986616.125000 Penalty: 2398.405029
	Iteration 0F: 2 clusters Score -1986616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1975199.125000 Penalty: 4796.810059
	Iteration 0F: 3 clusters Score -1975199 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1978811.250000 Penalty: 4796.810059
	Iteration 1F: 3 clusters Score -1978811 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1979103.250000 Penalty: 4796.810059
	Iteration 2F: 3 clusters Score -1979103 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1979350.500000 Penalty: 4796.810059
	Iteration 3Q: 3 clusters Score -1979350 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1979555.000000 Penalty: 4796.810059
	Iteration 4Q: 3 clusters Score -1979555 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1979734.750000 Penalty: 4796.810059
	Iteration 5Q: 3 clusters Score -1979735 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1979897.375000 Penalty: 4796.810059
	Iteration 6Q: 3 clusters Score -1979897 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1980068.375000 Penalty: 4796.810059
	Iteration 7Q: 3 clusters Score -1980068 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1980298.750000 Penalty: 4796.810059
	Iteration 8Q: 3 clusters Score -1980299 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1980560.500000 Penalty: 4796.810059
	Iteration 9Q: 3 clusters Score -1980560 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1980890.000000 Penalty: 4796.810059
	Iteration 10Q: 3 clusters Score -1980890 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1981247.125000 Penalty: 4796.810059
	Iteration 11Q: 3 clusters Score -1981247 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1981671.625000 Penalty: 4796.810059
	Iteration 12Q: 3 clusters Score -1981672 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1982085.500000 Penalty: 4796.810059
	Iteration 13Q: 3 clusters Score -1982086 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1982426.375000 Penalty: 4796.810059
	Iteration 14Q: 3 clusters Score -1982426 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1982675.000000 Penalty: 4796.810059
	Iteration 15Q: 3 clusters Score -1982675 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1982841.625000 Penalty: 4796.810059
	Iteration 16Q: 3 clusters Score -1982842 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1982935.250000 Penalty: 4796.810059
	Iteration 17Q: 3 clusters Score -1982935 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1982994.625000 Penalty: 4796.810059
	Iteration 18Q: 3 clusters Score -1982995 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1983037.125000 Penalty: 4796.810059
	Iteration 19Q: 3 clusters Score -1983037 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1983070.750000 Penalty: 4796.810059
	Iteration 20F: 3 clusters Score -1983071 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1983100.250000 Penalty: 4796.810059
	Iteration 21Q: 3 clusters Score -1983100 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1983125.125000 Penalty: 4796.810059
	Iteration 22Q: 3 clusters Score -1983125 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1983158.125000 Penalty: 4796.810059
	Iteration 23Q: 3 clusters Score -1983158 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1983178.125000 Penalty: 4796.810059
	Iteration 24Q: 3 clusters Score -1983178 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1983198.000000 Penalty: 4796.810059
	Iteration 25Q: 3 clusters Score -1983198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1983207.625000 Penalty: 4796.810059
	Iteration 26Q: 3 clusters Score -1983208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1983224.250000 Penalty: 4796.810059
	Iteration 27Q: 3 clusters Score -1983224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1983224.375000 Penalty: 4796.810059
	Iteration 28Q: 3 clusters Score -1983224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1983234.750000 Penalty: 4796.810059
	Iteration 29Q: 3 clusters Score -1983235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1983235.375000 Penalty: 4796.810059
	Iteration 30Q: 3 clusters Score -1983235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1983235.500000 Penalty: 4796.810059
	Iteration 31Q: 3 clusters Score -1983236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1983243.250000 Penalty: 4796.810059
	Iteration 32Q: 3 clusters Score -1983243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1983248.500000 Penalty: 4796.810059
	Iteration 33Q: 3 clusters Score -1983248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1983248.000000 Penalty: 4796.810059
	Iteration 34Q: 3 clusters Score -1983248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1983252.625000 Penalty: 4796.810059
	Iteration 35Q: 3 clusters Score -1983253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1983254.250000 Penalty: 4796.810059
	Iteration 36Q: 3 clusters Score -1983254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1983255.625000 Penalty: 4796.810059
	Iteration 37Q: 3 clusters Score -1983256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1983259.000000 Penalty: 4796.810059
	Iteration 38Q: 3 clusters Score -1983259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1983256.875000 Penalty: 4796.810059
	Iteration 39Q: 3 clusters Score -1983257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1983260.750000 Penalty: 4796.810059
	Iteration 40F: 3 clusters Score -1983261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1983255.375000 Penalty: 4796.810059
	Iteration 41Q: 3 clusters Score -1983255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1983256.750000 Penalty: 4796.810059
	Iteration 42Q: 3 clusters Score -1983257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1983260.500000 Penalty: 4796.810059
	Iteration 43Q: 3 clusters Score -1983260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1983256.750000 Penalty: 4796.810059
	Iteration 44Q: 3 clusters Score -1983257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1983256.750000 Penalty: 4796.810059
	Iteration 45F: 3 clusters Score -1983257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -459373.281250 Penalty: 2049.817627
	Iteration 0F: 2 clusters Score -459373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -455574.312500 Penalty: 4099.635254
	Iteration 0F: 3 clusters Score -455574.3 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -456486.000000 Penalty: 4099.635254
	Iteration 1F: 3 clusters Score -456486 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -456749.031250 Penalty: 4099.635254
	Iteration 2F: 3 clusters Score -456749 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -457033.375000 Penalty: 4099.635254
	Iteration 3F: 3 clusters Score -457033.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -457308.125000 Penalty: 4099.635254
	Iteration 4F: 3 clusters Score -457308.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -457590.718750 Penalty: 4099.635254
	Iteration 5F: 3 clusters Score -457590.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -457836.500000 Penalty: 4099.635254
	Iteration 6F: 3 clusters Score -457836.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -458048.218750 Penalty: 4099.635254
	Iteration 7Q: 3 clusters Score -458048.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -458182.625000 Penalty: 4099.635254
	Iteration 8Q: 3 clusters Score -458182.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -458284.062500 Penalty: 4099.635254
	Iteration 9Q: 3 clusters Score -458284.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -458371.375000 Penalty: 4099.635254
	Iteration 10Q: 3 clusters Score -458371.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -458498.156250 Penalty: 4099.635254
	Iteration 11Q: 3 clusters Score -458498.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -458626.437500 Penalty: 4099.635254
	Iteration 12Q: 3 clusters Score -458626.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -458724.875000 Penalty: 4099.635254
	Iteration 13Q: 3 clusters Score -458724.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -458786.906250 Penalty: 4099.635254
	Iteration 14Q: 3 clusters Score -458786.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -458807.031250 Penalty: 4099.635254
	Iteration 15Q: 3 clusters Score -458807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -458817.125000 Penalty: 4099.635254
	Iteration 16Q: 3 clusters Score -458817.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -458823.562500 Penalty: 4099.635254
	Iteration 17Q: 3 clusters Score -458823.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -458828.218750 Penalty: 4099.635254
	Iteration 18Q: 3 clusters Score -458828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -458830.437500 Penalty: 4099.635254
	Iteration 19Q: 3 clusters Score -458830.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -458834.062500 Penalty: 4099.635254
	Iteration 20F: 3 clusters Score -458834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -458836.437500 Penalty: 4099.635254
	Iteration 21Q: 3 clusters Score -458836.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -458836.781250 Penalty: 4099.635254
	Iteration 22Q: 3 clusters Score -458836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -458836.781250 Penalty: 4099.635254
	Iteration 23F: 3 clusters Score -458836.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -631409.062500 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -631409.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -626645.625000 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -626645.6 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -627799.125000 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -627799.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -628148.937500 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -628148.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -628600.187500 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -628600.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -629134.000000 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -629134 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -629538.250000 Penalty: 4260.675781
	Iteration 5F: 3 clusters Score -629538.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -629802.875000 Penalty: 4260.675781
	Iteration 6F: 3 clusters Score -629802.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -629989.437500 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -629989.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -630094.500000 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -630094.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -630134.000000 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -630134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -630155.750000 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -630155.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -630173.250000 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -630173.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -630184.500000 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -630184.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -630195.812500 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -630195.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -630201.875000 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -630201.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -630207.625000 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -630207.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -630210.687500 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -630210.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -630214.625000 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -630214.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -630216.562500 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -630216.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -630218.937500 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -630218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -630220.000000 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -630220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -630221.687500 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -630221.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -630224.562500 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -630224.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -630225.187500 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -630225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -630225.750000 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -630225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -630226.625000 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -630226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -630228.125000 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -630228.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -630229.625000 Penalty: 4260.675781
	Iteration 27Q: 3 clusters Score -630229.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -630229.500000 Penalty: 4260.675781
	Iteration 28Q: 3 clusters Score -630229.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -630230.000000 Penalty: 4260.675781
	Iteration 29Q: 3 clusters Score -630230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -630230.000000 Penalty: 4260.675781
	Iteration 30F: 3 clusters Score -630230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24614.433594 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -24614.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23491.638672 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -23491.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23603.607422 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -23603.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -23648.302734 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -23648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23667.410156 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -23667.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -23669.912109 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -23669.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23676.066406 Penalty: 2697.287354
	Iteration 5Q: 3 clusters Score -23676.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23676.066406 Penalty: 2697.287354
	Iteration 6F: 3 clusters Score -23676.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -667653.125000 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -667653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -662888.062500 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -662888.1 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -664128.750000 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -664128.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -664395.875000 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -664395.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -664610.812500 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -664610.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -664836.250000 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -664836.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -665047.000000 Penalty: 4260.675781
	Iteration 5F: 3 clusters Score -665047 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -665244.375000 Penalty: 4260.675781
	Iteration 6Q: 3 clusters Score -665244.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -665439.750000 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -665439.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -665626.625000 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -665626.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -665793.375000 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -665793.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -665940.000000 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -665940 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -666046.062500 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -666046.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -666142.312500 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -666142.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -666226.062500 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -666226.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -666279.875000 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -666279.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -666301.562500 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -666301.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -666320.125000 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -666320.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -666336.062500 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -666336.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -666356.312500 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -666356.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -666374.000000 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -666374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -666387.187500 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -666387.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -666406.312500 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -666406.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -666422.062500 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -666422.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -666439.562500 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -666439.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -666455.625000 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -666455.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -666473.125000 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -666473.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -666487.562500 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -666487.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -666496.750000 Penalty: 4260.675781
	Iteration 27Q: 3 clusters Score -666496.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -666508.812500 Penalty: 4260.675781
	Iteration 28Q: 3 clusters Score -666508.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -666517.312500 Penalty: 4260.675781
	Iteration 29Q: 3 clusters Score -666517.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -666524.375000 Penalty: 4260.675781
	Iteration 30Q: 3 clusters Score -666524.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -666530.375000 Penalty: 4260.675781
	Iteration 31Q: 3 clusters Score -666530.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -666534.312500 Penalty: 4260.675781
	Iteration 32Q: 3 clusters Score -666534.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -666538.125000 Penalty: 4260.675781
	Iteration 33Q: 3 clusters Score -666538.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -666544.437500 Penalty: 4260.675781
	Iteration 34Q: 3 clusters Score -666544.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -666549.875000 Penalty: 4260.675781
	Iteration 35Q: 3 clusters Score -666549.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -666558.687500 Penalty: 4260.675781
	Iteration 36Q: 3 clusters Score -666558.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -666565.062500 Penalty: 4260.675781
	Iteration 37Q: 3 clusters Score -666565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -666566.687500 Penalty: 4260.675781
	Iteration 38Q: 3 clusters Score -666566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -666566.375000 Penalty: 4260.675781
	Iteration 39Q: 3 clusters Score -666566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -666568.937500 Penalty: 4260.675781
	Iteration 40F: 3 clusters Score -666568.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -666571.437500 Penalty: 4260.675781
	Iteration 41Q: 3 clusters Score -666571.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -666575.812500 Penalty: 4260.675781
	Iteration 42Q: 3 clusters Score -666575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -666575.437500 Penalty: 4260.675781
	Iteration 43Q: 3 clusters Score -666575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -666577.687500 Penalty: 4260.675781
	Iteration 44Q: 3 clusters Score -666577.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -666577.687500 Penalty: 4260.675781
	Iteration 45F: 3 clusters Score -666577.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Entering Unmasked Estep 
Score: -1787654.625000 Penalty: 2382.927734
	Iteration 0F: 2 clusters Score -1787655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1776909.250000 Penalty: 4765.855469
	Iteration 0F: 3 clusters Score -1776909 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1780310.125000 Penalty: 4765.855469
	Iteration 1F: 3 clusters Score -1780310 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1780754.250000 Penalty: 4765.855469
	Iteration 2F: 3 clusters Score -1780754 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1781198.625000 Penalty: 4765.855469
	Iteration 3F: 3 clusters Score -1781199 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1781710.125000 Penalty: 4765.855469
	Iteration 4F: 3 clusters Score -1781710 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1782235.875000 Penalty: 4765.855469
	Iteration 5F: 3 clusters Score -1782236 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1782852.375000 Penalty: 4765.855469
	Iteration 6F: 3 clusters Score -1782852 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1783494.250000 Penalty: 4765.855469
	Iteration 7F: 3 clusters Score -1783494 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1784006.375000 Penalty: 4765.855469
	Iteration 8F: 3 clusters Score -1784006 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1784402.125000 Penalty: 4765.855469
	Iteration 9Q: 3 clusters Score -1784402 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1784703.000000 Penalty: 4765.855469
	Iteration 10Q: 3 clusters Score -1784703 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1784958.000000 Penalty: 4765.855469
	Iteration 11Q: 3 clusters Score -1784958 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1785204.375000 Penalty: 4765.855469
	Iteration 12Q: 3 clusters Score -1785204 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1785419.750000 Penalty: 4765.855469
	Iteration 13Q: 3 clusters Score -1785420 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1785599.500000 Penalty: 4765.855469
	Iteration 14Q: 3 clusters Score -1785600 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1785740.750000 Penalty: 4765.855469
	Iteration 15Q: 3 clusters Score -1785741 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1785848.500000 Penalty: 4765.855469
	Iteration 16Q: 3 clusters Score -1785848 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1785923.125000 Penalty: 4765.855469
	Iteration 17Q: 3 clusters Score -1785923 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1785989.625000 Penalty: 4765.855469
	Iteration 18Q: 3 clusters Score -1785990 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1786036.375000 Penalty: 4765.855469
	Iteration 19Q: 3 clusters Score -1786036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1786081.125000 Penalty: 4765.855469
	Iteration 20F: 3 clusters Score -1786081 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1786117.375000 Penalty: 4765.855469
	Iteration 21Q: 3 clusters Score -1786117 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1786155.500000 Penalty: 4765.855469
	Iteration 22Q: 3 clusters Score -1786156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1786182.000000 Penalty: 4765.855469
	Iteration 23Q: 3 clusters Score -1786182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1786210.000000 Penalty: 4765.855469
	Iteration 24Q: 3 clusters Score -1786210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1786232.375000 Penalty: 4765.855469
	Iteration 25Q: 3 clusters Score -1786232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1786242.875000 Penalty: 4765.855469
	Iteration 26Q: 3 clusters Score -1786243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1786252.000000 Penalty: 4765.855469
	Iteration 27Q: 3 clusters Score -1786252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1786256.250000 Penalty: 4765.855469
	Iteration 28Q: 3 clusters Score -1786256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1786255.625000 Penalty: 4765.855469
	Iteration 29Q: 3 clusters Score -1786256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1786257.250000 Penalty: 4765.855469
	Iteration 30Q: 3 clusters Score -1786257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1786258.250000 Penalty: 4765.855469
	Iteration 31Q: 3 clusters Score -1786258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1786259.375000 Penalty: 4765.855469
	Iteration 32Q: 3 clusters Score -1786259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1786260.625000 Penalty: 4765.855469
	Iteration 33Q: 3 clusters Score -1786261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1786260.125000 Penalty: 4765.855469
	Iteration 34Q: 3 clusters Score -1786260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1786259.375000 Penalty: 4765.855469
	Iteration 35Q: 3 clusters Score -1786259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1786261.250000 Penalty: 4765.855469
	Iteration 36Q: 3 clusters Score -1786261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1786257.375000 Penalty: 4765.855469
	Iteration 37Q: 3 clusters Score -1786257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1786259.500000 Penalty: 4765.855469
	Iteration 38Q: 3 clusters Score -1786260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1786261.250000 Penalty: 4765.855469
	Iteration 39Q: 3 clusters Score -1786261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1786261.750000 Penalty: 4765.855469
	Iteration 40F: 3 clusters Score -1786262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1786263.125000 Penalty: 4765.855469
	Iteration 41Q: 3 clusters Score -1786263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1786263.125000 Penalty: 4765.855469
	Iteration 42F: 3 clusters Score -1786263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -341282.750000 Penalty: 1978.875977
	Iteration 0F: 2 clusters Score -341282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -338105.343750 Penalty: 3957.751953
	Iteration 0F: 3 clusters Score -338105.3 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -338772.812500 Penalty: 3957.751953
	Iteration 1F: 3 clusters Score -338772.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -339012.093750 Penalty: 3957.751953
	Iteration 2F: 3 clusters Score -339012.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -339153.875000 Penalty: 3957.751953
	Iteration 3F: 3 clusters Score -339153.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -339247.187500 Penalty: 3957.751953
	Iteration 4Q: 3 clusters Score -339247.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -339335.218750 Penalty: 3957.751953
	Iteration 5Q: 3 clusters Score -339335.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -339421.000000 Penalty: 3957.751953
	Iteration 6Q: 3 clusters Score -339421 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -339506.718750 Penalty: 3957.751953
	Iteration 7Q: 3 clusters Score -339506.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -339585.968750 Penalty: 3957.751953
	Iteration 8Q: 3 clusters Score -339586 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -339686.062500 Penalty: 3957.751953
	Iteration 9Q: 3 clusters Score -339686.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -339767.281250 Penalty: 3957.751953
	Iteration 10Q: 3 clusters Score -339767.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -339844.375000 Penalty: 3957.751953
	Iteration 11Q: 3 clusters Score -339844.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -339895.062500 Penalty: 3957.751953
	Iteration 12Q: 3 clusters Score -339895.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -339931.468750 Penalty: 3957.751953
	Iteration 13Q: 3 clusters Score -339931.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -339955.125000 Penalty: 3957.751953
	Iteration 14Q: 3 clusters Score -339955.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -339969.875000 Penalty: 3957.751953
	Iteration 15Q: 3 clusters Score -339969.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -339980.843750 Penalty: 3957.751953
	Iteration 16Q: 3 clusters Score -339980.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -339992.625000 Penalty: 3957.751953
	Iteration 17Q: 3 clusters Score -339992.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -340004.062500 Penalty: 3957.751953
	Iteration 18Q: 3 clusters Score -340004.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -340013.656250 Penalty: 3957.751953
	Iteration 19Q: 3 clusters Score -340013.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -340021.468750 Penalty: 3957.751953
	Iteration 20F: 3 clusters Score -340021.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -340026.031250 Penalty: 3957.751953
	Iteration 21Q: 3 clusters Score -340026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -340029.343750 Penalty: 3957.751953
	Iteration 22Q: 3 clusters Score -340029.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -340029.531250 Penalty: 3957.751953
	Iteration 23Q: 3 clusters Score -340029.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -340030.468750 Penalty: 3957.751953
	Iteration 24Q: 3 clusters Score -340030.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -340030.468750 Penalty: 3957.751953
	Iteration 25F: 3 clusters Score -340030.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -503405.687500 Penalty: 2072.833008
	Iteration 0F: 2 clusters Score -503405.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -499328.468750 Penalty: 4145.666016
	Iteration 0F: 3 clusters Score -499328.5 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -500255.687500 Penalty: 4145.666016
	Iteration 1F: 3 clusters Score -500255.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -500563.031250 Penalty: 4145.666016
	Iteration 2F: 3 clusters Score -500563 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -500853.312500 Penalty: 4145.666016
	Iteration 3F: 3 clusters Score -500853.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -501109.250000 Penalty: 4145.666016
	Iteration 4F: 3 clusters Score -501109.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -501293.125000 Penalty: 4145.666016
	Iteration 5F: 3 clusters Score -501293.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -501423.000000 Penalty: 4145.666016
	Iteration 6Q: 3 clusters Score -501423 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -501515.750000 Penalty: 4145.666016
	Iteration 7Q: 3 clusters Score -501515.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -501609.625000 Penalty: 4145.666016
	Iteration 8Q: 3 clusters Score -501609.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -501710.375000 Penalty: 4145.666016
	Iteration 9Q: 3 clusters Score -501710.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -501802.406250 Penalty: 4145.666016
	Iteration 10Q: 3 clusters Score -501802.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -501868.468750 Penalty: 4145.666016
	Iteration 11Q: 3 clusters Score -501868.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -501929.437500 Penalty: 4145.666016
	Iteration 12Q: 3 clusters Score -501929.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -501986.187500 Penalty: 4145.666016
	Iteration 13Q: 3 clusters Score -501986.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -502035.218750 Penalty: 4145.666016
	Iteration 14Q: 3 clusters Score -502035.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -502071.375000 Penalty: 4145.666016
	Iteration 15Q: 3 clusters Score -502071.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -502092.593750 Penalty: 4145.666016
	Iteration 16Q: 3 clusters Score -502092.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -502109.031250 Penalty: 4145.666016
	Iteration 17Q: 3 clusters Score -502109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -502120.875000 Penalty: 4145.666016
	Iteration 18Q: 3 clusters Score -502120.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -502133.968750 Penalty: 4145.666016
	Iteration 19Q: 3 clusters Score -502134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -502146.437500 Penalty: 4145.666016
	Iteration 20F: 3 clusters Score -502146.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -502154.156250 Penalty: 4145.666016
	Iteration 21Q: 3 clusters Score -502154.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -502159.468750 Penalty: 4145.666016
	Iteration 22Q: 3 clusters Score -502159.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -502162.093750 Penalty: 4145.666016
	Iteration 23Q: 3 clusters Score -502162.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -502163.156250 Penalty: 4145.666016
	Iteration 24Q: 3 clusters Score -502163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -502164.156250 Penalty: 4145.666016
	Iteration 25Q: 3 clusters Score -502164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -502165.031250 Penalty: 4145.666016
	Iteration 26Q: 3 clusters Score -502165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -502165.031250 Penalty: 4145.666016
	Iteration 27F: 3 clusters Score -502165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -478781.562500 Penalty: 2052.987305
	Iteration 0F: 2 clusters Score -478781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -474908.031250 Penalty: 4105.974609
	Iteration 0F: 3 clusters Score -474908 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -475719.625000 Penalty: 4105.974609
	Iteration 1F: 3 clusters Score -475719.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -475920.437500 Penalty: 4105.974609
	Iteration 2F: 3 clusters Score -475920.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -476039.031250 Penalty: 4105.974609
	Iteration 3F: 3 clusters Score -476039 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -476119.093750 Penalty: 4105.974609
	Iteration 4Q: 3 clusters Score -476119.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -476188.062500 Penalty: 4105.974609
	Iteration 5Q: 3 clusters Score -476188.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -476239.968750 Penalty: 4105.974609
	Iteration 6Q: 3 clusters Score -476240 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -476284.031250 Penalty: 4105.974609
	Iteration 7Q: 3 clusters Score -476284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -476320.156250 Penalty: 4105.974609
	Iteration 8Q: 3 clusters Score -476320.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -476348.468750 Penalty: 4105.974609
	Iteration 9Q: 3 clusters Score -476348.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -476366.593750 Penalty: 4105.974609
	Iteration 10Q: 3 clusters Score -476366.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -476382.906250 Penalty: 4105.974609
	Iteration 11Q: 3 clusters Score -476382.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -476394.312500 Penalty: 4105.974609
	Iteration 12Q: 3 clusters Score -476394.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -476405.656250 Penalty: 4105.974609
	Iteration 13Q: 3 clusters Score -476405.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -476416.937500 Penalty: 4105.974609
	Iteration 14Q: 3 clusters Score -476416.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -476429.687500 Penalty: 4105.974609
	Iteration 15Q: 3 clusters Score -476429.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -476443.062500 Penalty: 4105.974609
	Iteration 16Q: 3 clusters Score -476443.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -476456.687500 Penalty: 4105.974609
	Iteration 17Q: 3 clusters Score -476456.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -476469.187500 Penalty: 4105.974609
	Iteration 18Q: 3 clusters Score -476469.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -476478.937500 Penalty: 4105.974609
	Iteration 19Q: 3 clusters Score -476478.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -476488.125000 Penalty: 4105.974609
	Iteration 20F: 3 clusters Score -476488.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -476499.031250 Penalty: 4105.974609
	Iteration 21Q: 3 clusters Score -476499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -476509.062500 Penalty: 4105.974609
	Iteration 22Q: 3 clusters Score -476509.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -476525.250000 Penalty: 4105.974609
	Iteration 23Q: 3 clusters Score -476525.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -476547.125000 Penalty: 4105.974609
	Iteration 24Q: 3 clusters Score -476547.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -476568.125000 Penalty: 4105.974609
	Iteration 25Q: 3 clusters Score -476568.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -476590.093750 Penalty: 4105.974609
	Iteration 26Q: 3 clusters Score -476590.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -476613.000000 Penalty: 4105.974609
	Iteration 27Q: 3 clusters Score -476613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -476634.500000 Penalty: 4105.974609
	Iteration 28Q: 3 clusters Score -476634.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -476660.875000 Penalty: 4105.974609
	Iteration 29Q: 3 clusters Score -476660.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -476683.312500 Penalty: 4105.974609
	Iteration 30Q: 3 clusters Score -476683.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -476704.500000 Penalty: 4105.974609
	Iteration 31Q: 3 clusters Score -476704.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -476730.937500 Penalty: 4105.974609
	Iteration 32Q: 3 clusters Score -476730.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -476762.437500 Penalty: 4105.974609
	Iteration 33Q: 3 clusters Score -476762.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -476796.718750 Penalty: 4105.974609
	Iteration 34Q: 3 clusters Score -476796.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -476825.781250 Penalty: 4105.974609
	Iteration 35Q: 3 clusters Score -476825.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -476848.875000 Penalty: 4105.974609
	Iteration 36Q: 3 clusters Score -476848.9 nChanged 48
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: -476879.781250 Penalty: 4105.974609
	Iteration 37Q: 3 clusters Score -476879.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -476911.531250 Penalty: 4105.974609
	Iteration 38Q: 3 clusters Score -476911.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -476937.437500 Penalty: 4105.974609
	Iteration 39Q: 3 clusters Score -476937.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -476964.281250 Penalty: 4105.974609
	Iteration 40F: 3 clusters Score -476964.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -476984.906250 Penalty: 4105.974609
	Iteration 41Q: 3 clusters Score -476984.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -477006.562500 Penalty: 4105.974609
	Iteration 42Q: 3 clusters Score -477006.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -477023.968750 Penalty: 4105.974609
	Iteration 43Q: 3 clusters Score -477024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -477046.468750 Penalty: 4105.974609
	Iteration 44Q: 3 clusters Score -477046.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -477059.500000 Penalty: 4105.974609
	Iteration 45Q: 3 clusters Score -477059.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -477066.750000 Penalty: 4105.974609
	Iteration 46Q: 3 clusters Score -477066.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -477070.968750 Penalty: 4105.974609
	Iteration 47Q: 3 clusters Score -477071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -477073.968750 Penalty: 4105.974609
	Iteration 48Q: 3 clusters Score -477074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -477074.312500 Penalty: 4105.974609
	Iteration 49Q: 3 clusters Score -477074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -477075.531250 Penalty: 4105.974609
	Iteration 50Q: 3 clusters Score -477075.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -477075.531250 Penalty: 4105.974609
	Iteration 51F: 3 clusters Score -477075.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (94078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Entering Unmasked Estep 
Score: -11434523.000000 Penalty: 2840.066162
	Iteration 0F: 2 clusters Score -1.143452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -11371511.000000 Penalty: 5680.132324
	Iteration 0F: 3 clusters Score -1.137151e+07 nChanged 44436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -11396937.000000 Penalty: 5680.132324
	Iteration 1F: 3 clusters Score -1.139694e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -11397668.000000 Penalty: 5680.132324
	Iteration 2Q: 3 clusters Score -1.139767e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -11398537.000000 Penalty: 5680.132324
	Iteration 3Q: 3 clusters Score -1.139854e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -11399525.000000 Penalty: 5680.132324
	Iteration 4Q: 3 clusters Score -1.139952e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -11400977.000000 Penalty: 5680.132324
	Iteration 5Q: 3 clusters Score -1.140098e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -11403383.000000 Penalty: 5680.132324
	Iteration 6Q: 3 clusters Score -1.140338e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 67556 members 
Entering Unmasked Estep 
Score: -11407535.000000 Penalty: 5680.132324
	Iteration 7F: 3 clusters Score -1.140754e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -11414117.000000 Penalty: 5680.132324
	Iteration 8F: 3 clusters Score -1.141412e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -11421864.000000 Penalty: 5680.132324
	Iteration 9F: 3 clusters Score -1.142186e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -11427889.000000 Penalty: 5680.132324
	Iteration 10F: 3 clusters Score -1.142789e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 92769 members 
Entering Unmasked Estep 
Score: -11430736.000000 Penalty: 5680.132324
	Iteration 11Q: 3 clusters Score -1.143074e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 93596 members 
Entering Unmasked Estep 
Score: -11431539.000000 Penalty: 5680.132324
	Iteration 12Q: 3 clusters Score -1.143154e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -11431801.000000 Penalty: 5680.132324
	Iteration 13Q: 3 clusters Score -1.14318e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 93849 members 
Entering Unmasked Estep 
Score: -11431893.000000 Penalty: 5680.132324
	Iteration 14Q: 3 clusters Score -1.143189e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 93862 members 
Entering Unmasked Estep 
Score: -11431951.000000 Penalty: 5680.132324
	Iteration 15Q: 3 clusters Score -1.143195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -11431969.000000 Penalty: 5680.132324
	Iteration 16Q: 3 clusters Score -1.143197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 93868 members 
Entering Unmasked Estep 
Score: -11431973.000000 Penalty: 5680.132324
	Iteration 17Q: 3 clusters Score -1.143197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 93871 members 
Entering Unmasked Estep 
Score: -11431980.000000 Penalty: 5680.132324
	Iteration 18Q: 3 clusters Score -1.143198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 93870 members 
Entering Unmasked Estep 
Score: -11431995.000000 Penalty: 5680.132324
	Iteration 19Q: 3 clusters Score -1.1432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -11432000.000000 Penalty: 5680.132324
	Iteration 20F: 3 clusters Score -1.1432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 93873 members 
Entering Unmasked Estep 
Score: -11431995.000000 Penalty: 5680.132324
	Iteration 21Q: 3 clusters Score -1.1432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 93875 members 
Entering Unmasked Estep 
Score: -11432007.000000 Penalty: 5680.132324
	Iteration 22Q: 3 clusters Score -1.143201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 93876 members 
Entering Unmasked Estep 
Score: -11432005.000000 Penalty: 5680.132324
	Iteration 23Q: 3 clusters Score -1.1432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 93877 members 
Entering Unmasked Estep 
Score: -11432011.000000 Penalty: 5680.132324
	Iteration 24Q: 3 clusters Score -1.143201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 93877 members 
Entering Unmasked Estep 
Score: -11432021.000000 Penalty: 5680.132324
	Iteration 25Q: 3 clusters Score -1.143202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -11432022.000000 Penalty: 5680.132324
	Iteration 26Q: 3 clusters Score -1.143202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -11432027.000000 Penalty: 5680.132324
	Iteration 27Q: 3 clusters Score -1.143203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -11432023.000000 Penalty: 5680.132324
	Iteration 28Q: 3 clusters Score -1.143202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 93880 members 
Entering Unmasked Estep 
Score: -11432024.000000 Penalty: 5680.132324
	Iteration 29Q: 3 clusters Score -1.143202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 93880 members 
Entering Unmasked Estep 
Score: -11432024.000000 Penalty: 5680.132324
	Iteration 30F: 3 clusters Score -1.143202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Entering Unmasked Estep 
Score: -2092168.250000 Penalty: 2413.149902
	Iteration 0F: 2 clusters Score -2092168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2080200.625000 Penalty: 4826.299805
	Iteration 0F: 3 clusters Score -2080201 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2084160.875000 Penalty: 4826.299805
	Iteration 1F: 3 clusters Score -2084161 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2084860.125000 Penalty: 4826.299805
	Iteration 2F: 3 clusters Score -2084860 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2085737.750000 Penalty: 4826.299805
	Iteration 3F: 3 clusters Score -2085738 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2086788.875000 Penalty: 4826.299805
	Iteration 4F: 3 clusters Score -2086789 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2087724.250000 Penalty: 4826.299805
	Iteration 5F: 3 clusters Score -2087724 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2088382.500000 Penalty: 4826.299805
	Iteration 6F: 3 clusters Score -2088382 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2088776.875000 Penalty: 4826.299805
	Iteration 7Q: 3 clusters Score -2088777 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2089014.125000 Penalty: 4826.299805
	Iteration 8Q: 3 clusters Score -2089014 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2089166.625000 Penalty: 4826.299805
	Iteration 9Q: 3 clusters Score -2089167 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2089300.625000 Penalty: 4826.299805
	Iteration 10Q: 3 clusters Score -2089301 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2089447.750000 Penalty: 4826.299805
	Iteration 11Q: 3 clusters Score -2089448 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2089588.250000 Penalty: 4826.299805
	Iteration 12Q: 3 clusters Score -2089588 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2089763.125000 Penalty: 4826.299805
	Iteration 13Q: 3 clusters Score -2089763 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2089976.125000 Penalty: 4826.299805
	Iteration 14Q: 3 clusters Score -2089976 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2090208.875000 Penalty: 4826.299805
	Iteration 15Q: 3 clusters Score -2090209 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2090362.000000 Penalty: 4826.299805
	Iteration 16Q: 3 clusters Score -2090362 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2090467.125000 Penalty: 4826.299805
	Iteration 17Q: 3 clusters Score -2090467 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2090577.625000 Penalty: 4826.299805
	Iteration 18Q: 3 clusters Score -2090578 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2090681.250000 Penalty: 4826.299805
	Iteration 19Q: 3 clusters Score -2090681 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2090782.750000 Penalty: 4826.299805
	Iteration 20F: 3 clusters Score -2090783 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2090850.125000 Penalty: 4826.299805
	Iteration 21Q: 3 clusters Score -2090850 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2090911.875000 Penalty: 4826.299805
	Iteration 22Q: 3 clusters Score -2090912 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2090970.000000 Penalty: 4826.299805
	Iteration 23Q: 3 clusters Score -2090970 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2091021.000000 Penalty: 4826.299805
	Iteration 24Q: 3 clusters Score -2091021 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2091051.625000 Penalty: 4826.299805
	Iteration 25Q: 3 clusters Score -2091052 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2091084.250000 Penalty: 4826.299805
	Iteration 26Q: 3 clusters Score -2091084 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2091102.625000 Penalty: 4826.299805
	Iteration 27Q: 3 clusters Score -2091103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2091118.500000 Penalty: 4826.299805
	Iteration 28Q: 3 clusters Score -2091118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2091132.375000 Penalty: 4826.299805
	Iteration 29Q: 3 clusters Score -2091132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2091141.750000 Penalty: 4826.299805
	Iteration 30Q: 3 clusters Score -2091142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2091149.375000 Penalty: 4826.299805
	Iteration 31Q: 3 clusters Score -2091149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2091157.750000 Penalty: 4826.299805
	Iteration 32Q: 3 clusters Score -2091158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2091165.000000 Penalty: 4826.299805
	Iteration 33Q: 3 clusters Score -2091165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2091167.000000 Penalty: 4826.299805
	Iteration 34Q: 3 clusters Score -2091167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2091167.125000 Penalty: 4826.299805
	Iteration 35Q: 3 clusters Score -2091167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2091164.500000 Penalty: 4826.299805
	Iteration 36Q: 3 clusters Score -2091164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2091164.500000 Penalty: 4826.299805
	Iteration 37Q: 3 clusters Score -2091164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2091164.500000 Penalty: 4826.299805
	Iteration 38F: 3 clusters Score -2091164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -168076.890625 Penalty: 1851.907959
	Iteration 0F: 2 clusters Score -168076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -165619.531250 Penalty: 3703.815918
	Iteration 0F: 3 clusters Score -165619.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -166230.343750 Penalty: 3703.815918
	Iteration 1F: 3 clusters Score -166230.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -166549.265625 Penalty: 3703.815918
	Iteration 2F: 3 clusters Score -166549.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -166844.703125 Penalty: 3703.815918
	Iteration 3F: 3 clusters Score -166844.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -167095.125000 Penalty: 3703.815918
	Iteration 4F: 3 clusters Score -167095.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -167375.500000 Penalty: 3703.815918
	Iteration 5F: 3 clusters Score -167375.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -167577.468750 Penalty: 3703.815918
	Iteration 6F: 3 clusters Score -167577.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -167742.906250 Penalty: 3703.815918
	Iteration 7Q: 3 clusters Score -167742.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -167876.296875 Penalty: 3703.815918
	Iteration 8Q: 3 clusters Score -167876.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -167973.390625 Penalty: 3703.815918
	Iteration 9Q: 3 clusters Score -167973.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -167999.796875 Penalty: 3703.815918
	Iteration 10Q: 3 clusters Score -167999.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -168031.703125 Penalty: 3703.815918
	Iteration 11Q: 3 clusters Score -168031.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -168055.703125 Penalty: 3703.815918
	Iteration 12Q: 3 clusters Score -168055.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -168065.281250 Penalty: 3703.815918
	Iteration 13Q: 3 clusters Score -168065.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -168075.265625 Penalty: 3703.815918
	Iteration 14Q: 3 clusters Score -168075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -168078.375000 Penalty: 3703.815918
	Iteration 15Q: 3 clusters Score -168078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -168080.531250 Penalty: 3703.815918
	Iteration 16Q: 3 clusters Score -168080.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -168084.375000 Penalty: 3703.815918
	Iteration 17Q: 3 clusters Score -168084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -168089.234375 Penalty: 3703.815918
	Iteration 18Q: 3 clusters Score -168089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -168092.734375 Penalty: 3703.815918
	Iteration 19Q: 3 clusters Score -168092.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -168097.375000 Penalty: 3703.815918
	Iteration 20F: 3 clusters Score -168097.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -168101.906250 Penalty: 3703.815918
	Iteration 21Q: 3 clusters Score -168101.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -168104.343750 Penalty: 3703.815918
	Iteration 22Q: 3 clusters Score -168104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -168108.484375 Penalty: 3703.815918
	Iteration 23Q: 3 clusters Score -168108.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -168112.781250 Penalty: 3703.815918
	Iteration 24Q: 3 clusters Score -168112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -168116.390625 Penalty: 3703.815918
	Iteration 25Q: 3 clusters Score -168116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -168118.843750 Penalty: 3703.815918
	Iteration 26Q: 3 clusters Score -168118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -168121.015625 Penalty: 3703.815918
	Iteration 27Q: 3 clusters Score -168121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -168121.015625 Penalty: 3703.815918
	Iteration 28F: 3 clusters Score -168121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 627 members 
Entering Unmasked Estep 
Score: -154541664.000000 Penalty: 293480.187500
Splitting cluster 24 changes total score from -154543520.000000 to -154541664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (92396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Entering Unmasked Estep 
Score: -11316576.000000 Penalty: 2835.592041
	Iteration 0F: 2 clusters Score -1.131658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -11254971.000000 Penalty: 5671.184082
	Iteration 0F: 3 clusters Score -1.125497e+07 nChanged 43530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -11280438.000000 Penalty: 5671.184082
	Iteration 1F: 3 clusters Score -1.128044e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -11282794.000000 Penalty: 5671.184082
	Iteration 2F: 3 clusters Score -1.128279e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -11286748.000000 Penalty: 5671.184082
	Iteration 3F: 3 clusters Score -1.128675e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -11292064.000000 Penalty: 5671.184082
	Iteration 4F: 3 clusters Score -1.129206e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -11296956.000000 Penalty: 5671.184082
	Iteration 5F: 3 clusters Score -1.129696e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -11300888.000000 Penalty: 5671.184082
	Iteration 6F: 3 clusters Score -1.130089e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -11303553.000000 Penalty: 5671.184082
	Iteration 7Q: 3 clusters Score -1.130355e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79006 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -11305789.000000 Penalty: 5671.184082
	Iteration 8Q: 3 clusters Score -1.130579e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -11307815.000000 Penalty: 5671.184082
	Iteration 9Q: 3 clusters Score -1.130782e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84664 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -11309627.000000 Penalty: 5671.184082
	Iteration 10Q: 3 clusters Score -1.130963e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86758 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -11311068.000000 Penalty: 5671.184082
	Iteration 11Q: 3 clusters Score -1.131107e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -11312168.000000 Penalty: 5671.184082
	Iteration 12Q: 3 clusters Score -1.131217e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -11312938.000000 Penalty: 5671.184082
	Iteration 13Q: 3 clusters Score -1.131294e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90276 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -11313424.000000 Penalty: 5671.184082
	Iteration 14Q: 3 clusters Score -1.131342e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90754 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -11313789.000000 Penalty: 5671.184082
	Iteration 15Q: 3 clusters Score -1.131379e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91046 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -11313958.000000 Penalty: 5671.184082
	Iteration 16Q: 3 clusters Score -1.131396e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91214 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11314047.000000 Penalty: 5671.184082
	Iteration 17Q: 3 clusters Score -1.131405e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11314174.000000 Penalty: 5671.184082
	Iteration 18Q: 3 clusters Score -1.131417e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -11314245.000000 Penalty: 5671.184082
	Iteration 19Q: 3 clusters Score -1.131424e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91471 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -11314289.000000 Penalty: 5671.184082
	Iteration 20F: 3 clusters Score -1.131429e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11314313.000000 Penalty: 5671.184082
	Iteration 21Q: 3 clusters Score -1.131431e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11314325.000000 Penalty: 5671.184082
	Iteration 22Q: 3 clusters Score -1.131432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11314336.000000 Penalty: 5671.184082
	Iteration 23Q: 3 clusters Score -1.131434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91531 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11314349.000000 Penalty: 5671.184082
	Iteration 24Q: 3 clusters Score -1.131435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11314349.000000 Penalty: 5671.184082
	Iteration 25Q: 3 clusters Score -1.131435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11314363.000000 Penalty: 5671.184082
	Iteration 26Q: 3 clusters Score -1.131436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11314356.000000 Penalty: 5671.184082
	Iteration 27Q: 3 clusters Score -1.131436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91555 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11314354.000000 Penalty: 5671.184082
	Iteration 28Q: 3 clusters Score -1.131435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11314363.000000 Penalty: 5671.184082
	Iteration 29Q: 3 clusters Score -1.131436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11314363.000000 Penalty: 5671.184082
	Iteration 30F: 3 clusters Score -1.131436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -1041022.437500 Penalty: 2178.472412
	Iteration 0F: 2 clusters Score -1041022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1035564.437500 Penalty: 4356.944824
	Iteration 0F: 3 clusters Score -1035564 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1037072.312500 Penalty: 4356.944824
	Iteration 1F: 3 clusters Score -1037072 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1037380.687500 Penalty: 4356.944824
	Iteration 2F: 3 clusters Score -1037381 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1037599.875000 Penalty: 4356.944824
	Iteration 3F: 3 clusters Score -1037600 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1037849.187500 Penalty: 4356.944824
	Iteration 4F: 3 clusters Score -1037849 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1038132.437500 Penalty: 4356.944824
	Iteration 5Q: 3 clusters Score -1038132 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1038531.125000 Penalty: 4356.944824
	Iteration 6F: 3 clusters Score -1038531 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1039036.375000 Penalty: 4356.944824
	Iteration 7F: 3 clusters Score -1039036 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1039568.750000 Penalty: 4356.944824
	Iteration 8F: 3 clusters Score -1039569 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1040033.625000 Penalty: 4356.944824
	Iteration 9F: 3 clusters Score -1040034 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1040304.687500 Penalty: 4356.944824
	Iteration 10Q: 3 clusters Score -1040305 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1040431.187500 Penalty: 4356.944824
	Iteration 11Q: 3 clusters Score -1040431 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1040495.500000 Penalty: 4356.944824
	Iteration 12Q: 3 clusters Score -1040496 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1040531.375000 Penalty: 4356.944824
	Iteration 13Q: 3 clusters Score -1040531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1040549.875000 Penalty: 4356.944824
	Iteration 14Q: 3 clusters Score -1040550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1040563.500000 Penalty: 4356.944824
	Iteration 15Q: 3 clusters Score -1040564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1040573.312500 Penalty: 4356.944824
	Iteration 16Q: 3 clusters Score -1040573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1040581.500000 Penalty: 4356.944824
	Iteration 17Q: 3 clusters Score -1040582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1040590.625000 Penalty: 4356.944824
	Iteration 18Q: 3 clusters Score -1040591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1040599.062500 Penalty: 4356.944824
	Iteration 19Q: 3 clusters Score -1040599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1040613.312500 Penalty: 4356.944824
	Iteration 20F: 3 clusters Score -1040613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1040619.437500 Penalty: 4356.944824
	Iteration 21Q: 3 clusters Score -1040619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1040628.562500 Penalty: 4356.944824
	Iteration 22Q: 3 clusters Score -1040629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1040635.000000 Penalty: 4356.944824
	Iteration 23Q: 3 clusters Score -1040635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1040637.250000 Penalty: 4356.944824
	Iteration 24Q: 3 clusters Score -1040637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1040641.562500 Penalty: 4356.944824
	Iteration 25Q: 3 clusters Score -1040642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1040646.187500 Penalty: 4356.944824
	Iteration 26Q: 3 clusters Score -1040646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1040652.500000 Penalty: 4356.944824
	Iteration 27Q: 3 clusters Score -1040652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1040656.937500 Penalty: 4356.944824
	Iteration 28Q: 3 clusters Score -1040657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1040664.562500 Penalty: 4356.944824
	Iteration 29Q: 3 clusters Score -1040665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1040669.250000 Penalty: 4356.944824
	Iteration 30Q: 3 clusters Score -1040669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1040673.937500 Penalty: 4356.944824
	Iteration 31Q: 3 clusters Score -1040674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1040678.250000 Penalty: 4356.944824
	Iteration 32Q: 3 clusters Score -1040678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1040686.625000 Penalty: 4356.944824
	Iteration 33Q: 3 clusters Score -1040687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1040697.437500 Penalty: 4356.944824
	Iteration 34Q: 3 clusters Score -1040697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1040705.750000 Penalty: 4356.944824
	Iteration 35Q: 3 clusters Score -1040706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1040715.375000 Penalty: 4356.944824
	Iteration 36Q: 3 clusters Score -1040715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1040723.562500 Penalty: 4356.944824
	Iteration 37Q: 3 clusters Score -1040724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1040730.875000 Penalty: 4356.944824
	Iteration 38Q: 3 clusters Score -1040731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1040734.750000 Penalty: 4356.944824
	Iteration 39Q: 3 clusters Score -1040735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1040743.312500 Penalty: 4356.944824
	Iteration 40F: 3 clusters Score -1040743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1040746.625000 Penalty: 4356.944824
	Iteration 41Q: 3 clusters Score -1040747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1040759.062500 Penalty: 4356.944824
	Iteration 42Q: 3 clusters Score -1040759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1040759.125000 Penalty: 4356.944824
	Iteration 43Q: 3 clusters Score -1040759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1040768.250000 Penalty: 4356.944824
	Iteration 44Q: 3 clusters Score -1040768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1040771.062500 Penalty: 4356.944824
	Iteration 45Q: 3 clusters Score -1040771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1040778.125000 Penalty: 4356.944824
	Iteration 46Q: 3 clusters Score -1040778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1040779.562500 Penalty: 4356.944824
	Iteration 47Q: 3 clusters Score -1040780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1040780.562500 Penalty: 4356.944824
	Iteration 48Q: 3 clusters Score -1040781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1040784.187500 Penalty: 4356.944824
	Iteration 49Q: 3 clusters Score -1040784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1040785.437500 Penalty: 4356.944824
	Iteration 50Q: 3 clusters Score -1040785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1040786.500000 Penalty: 4356.944824
	Iteration 51Q: 3 clusters Score -1040786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1040788.437500 Penalty: 4356.944824
	Iteration 52Q: 3 clusters Score -1040788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1040787.500000 Penalty: 4356.944824
	Iteration 53Q: 3 clusters Score -1040788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1040788.875000 Penalty: 4356.944824
	Iteration 54Q: 3 clusters Score -1040789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1040790.187500 Penalty: 4356.944824
	Iteration 55Q: 3 clusters Score -1040790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1040788.250000 Penalty: 4356.944824
	Iteration 56Q: 3 clusters Score -1040788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1040790.687500 Penalty: 4356.944824
	Iteration 57Q: 3 clusters Score -1040791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1040788.125000 Penalty: 4356.944824
	Iteration 58Q: 3 clusters Score -1040788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1040793.437500 Penalty: 4356.944824
	Iteration 59Q: 3 clusters Score -1040793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1040794.625000 Penalty: 4356.944824
	Iteration 60F: 3 clusters Score -1040795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1040795.750000 Penalty: 4356.944824
	Iteration 61Q: 3 clusters Score -1040796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1040797.312500 Penalty: 4356.944824
	Iteration 62Q: 3 clusters Score -1040797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1040798.312500 Penalty: 4356.944824
	Iteration 63Q: 3 clusters Score -1040798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1040800.312500 Penalty: 4356.944824
	Iteration 64Q: 3 clusters Score -1040800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1040803.937500 Penalty: 4356.944824
	Iteration 65Q: 3 clusters Score -1040804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1040807.062500 Penalty: 4356.944824
	Iteration 66Q: 3 clusters Score -1040807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1040806.687500 Penalty: 4356.944824
	Iteration 67Q: 3 clusters Score -1040807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1040810.687500 Penalty: 4356.944824
	Iteration 68Q: 3 clusters Score -1040811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1040811.250000 Penalty: 4356.944824
	Iteration 69Q: 3 clusters Score -1040811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1040814.562500 Penalty: 4356.944824
	Iteration 70Q: 3 clusters Score -1040815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1040814.625000 Penalty: 4356.944824
	Iteration 71Q: 3 clusters Score -1040815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1040817.437500 Penalty: 4356.944824
	Iteration 72Q: 3 clusters Score -1040817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1040818.312500 Penalty: 4356.944824
	Iteration 73Q: 3 clusters Score -1040818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1040818.625000 Penalty: 4356.944824
	Iteration 74Q: 3 clusters Score -1040819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1040819.500000 Penalty: 4356.944824
	Iteration 75Q: 3 clusters Score -1040820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1040821.125000 Penalty: 4356.944824
	Iteration 76Q: 3 clusters Score -1040821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1040822.500000 Penalty: 4356.944824
	Iteration 77Q: 3 clusters Score -1040822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1040826.062500 Penalty: 4356.944824
	Iteration 78Q: 3 clusters Score -1040826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1040826.500000 Penalty: 4356.944824
	Iteration 79Q: 3 clusters Score -1040826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1040831.750000 Penalty: 4356.944824
	Iteration 80F: 3 clusters Score -1040832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1040842.500000 Penalty: 4356.944824
	Iteration 81Q: 3 clusters Score -1040842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1040848.312500 Penalty: 4356.944824
	Iteration 82Q: 3 clusters Score -1040848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1040856.812500 Penalty: 4356.944824
	Iteration 83Q: 3 clusters Score -1040857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1040861.187500 Penalty: 4356.944824
	Iteration 84Q: 3 clusters Score -1040861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1040863.500000 Penalty: 4356.944824
	Iteration 85Q: 3 clusters Score -1040864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1040868.062500 Penalty: 4356.944824
	Iteration 86Q: 3 clusters Score -1040868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1040876.375000 Penalty: 4356.944824
	Iteration 87Q: 3 clusters Score -1040876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1040879.937500 Penalty: 4356.944824
	Iteration 88Q: 3 clusters Score -1040880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1040893.625000 Penalty: 4356.944824
	Iteration 89Q: 3 clusters Score -1040894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1040918.812500 Penalty: 4356.944824
	Iteration 90Q: 3 clusters Score -1040919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1040941.000000 Penalty: 4356.944824
	Iteration 91Q: 3 clusters Score -1040941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1040970.375000 Penalty: 4356.944824
	Iteration 92Q: 3 clusters Score -1040970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1040996.562500 Penalty: 4356.944824
	Iteration 93Q: 3 clusters Score -1040997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1041009.625000 Penalty: 4356.944824
	Iteration 94Q: 3 clusters Score -1041010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1041015.437500 Penalty: 4356.944824
	Iteration 95Q: 3 clusters Score -1041015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1041019.312500 Penalty: 4356.944824
	Iteration 96Q: 3 clusters Score -1041019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1041022.750000 Penalty: 4356.944824
	Iteration 97Q: 3 clusters Score -1041023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1041019.500000 Penalty: 4356.944824
	Iteration 98Q: 3 clusters Score -1041020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1041021.937500 Penalty: 4356.944824
	Iteration 99Q: 3 clusters Score -1041022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1041021.937500 Penalty: 4356.944824
	Iteration 100F: 3 clusters Score -1041022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -190338.515625 Penalty: 1861.907104
	Iteration 0F: 2 clusters Score -190338.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -187876.156250 Penalty: 3723.814209
	Iteration 0F: 3 clusters Score -187876.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -188313.640625 Penalty: 3723.814209
	Iteration 1F: 3 clusters Score -188313.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -188456.078125 Penalty: 3723.814209
	Iteration 2F: 3 clusters Score -188456.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -188524.312500 Penalty: 3723.814209
	Iteration 3Q: 3 clusters Score -188524.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -188580.906250 Penalty: 3723.814209
	Iteration 4Q: 3 clusters Score -188580.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -188646.218750 Penalty: 3723.814209
	Iteration 5Q: 3 clusters Score -188646.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -188688.375000 Penalty: 3723.814209
	Iteration 6Q: 3 clusters Score -188688.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -188720.093750 Penalty: 3723.814209
	Iteration 7Q: 3 clusters Score -188720.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -188739.906250 Penalty: 3723.814209
	Iteration 8Q: 3 clusters Score -188739.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -188763.703125 Penalty: 3723.814209
	Iteration 9Q: 3 clusters Score -188763.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -188782.031250 Penalty: 3723.814209
	Iteration 10Q: 3 clusters Score -188782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -188792.671875 Penalty: 3723.814209
	Iteration 11Q: 3 clusters Score -188792.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -188802.203125 Penalty: 3723.814209
	Iteration 12Q: 3 clusters Score -188802.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -188813.906250 Penalty: 3723.814209
	Iteration 13Q: 3 clusters Score -188813.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -188822.031250 Penalty: 3723.814209
	Iteration 14Q: 3 clusters Score -188822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -188825.390625 Penalty: 3723.814209
	Iteration 15Q: 3 clusters Score -188825.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -188827.859375 Penalty: 3723.814209
	Iteration 16Q: 3 clusters Score -188827.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -188831.953125 Penalty: 3723.814209
	Iteration 17Q: 3 clusters Score -188832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -188832.765625 Penalty: 3723.814209
	Iteration 18Q: 3 clusters Score -188832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -188833.718750 Penalty: 3723.814209
	Iteration 19Q: 3 clusters Score -188833.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -188834.171875 Penalty: 3723.814209
	Iteration 20F: 3 clusters Score -188834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -188836.031250 Penalty: 3723.814209
	Iteration 21Q: 3 clusters Score -188836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -188837.437500 Penalty: 3723.814209
	Iteration 22Q: 3 clusters Score -188837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -188838.843750 Penalty: 3723.814209
	Iteration 23Q: 3 clusters Score -188838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -188841.468750 Penalty: 3723.814209
	Iteration 24Q: 3 clusters Score -188841.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -188843.765625 Penalty: 3723.814209
	Iteration 25Q: 3 clusters Score -188843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -188844.703125 Penalty: 3723.814209
	Iteration 26Q: 3 clusters Score -188844.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -188845.734375 Penalty: 3723.814209
	Iteration 27Q: 3 clusters Score -188845.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -188846.546875 Penalty: 3723.814209
	Iteration 28Q: 3 clusters Score -188846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -188846.734375 Penalty: 3723.814209
	Iteration 29Q: 3 clusters Score -188846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -188848.093750 Penalty: 3723.814209
	Iteration 30Q: 3 clusters Score -188848.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -188850.265625 Penalty: 3723.814209
	Iteration 31Q: 3 clusters Score -188850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -188850.984375 Penalty: 3723.814209
	Iteration 32Q: 3 clusters Score -188851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -188852.453125 Penalty: 3723.814209
	Iteration 33Q: 3 clusters Score -188852.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -188852.609375 Penalty: 3723.814209
	Iteration 34Q: 3 clusters Score -188852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -188853.687500 Penalty: 3723.814209
	Iteration 35Q: 3 clusters Score -188853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -188855.093750 Penalty: 3723.814209
	Iteration 36Q: 3 clusters Score -188855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -188856.218750 Penalty: 3723.814209
	Iteration 37Q: 3 clusters Score -188856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -188856.609375 Penalty: 3723.814209
	Iteration 38Q: 3 clusters Score -188856.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -188857.468750 Penalty: 3723.814209
	Iteration 39Q: 3 clusters Score -188857.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -188860.375000 Penalty: 3723.814209
	Iteration 40F: 3 clusters Score -188860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -188863.531250 Penalty: 3723.814209
	Iteration 41Q: 3 clusters Score -188863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -188865.265625 Penalty: 3723.814209
	Iteration 42Q: 3 clusters Score -188865.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -188868.031250 Penalty: 3723.814209
	Iteration 43Q: 3 clusters Score -188868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -188871.656250 Penalty: 3723.814209
	Iteration 44Q: 3 clusters Score -188871.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -188871.656250 Penalty: 3723.814209
	Iteration 45F: 3 clusters Score -188871.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -1255135.750000 Penalty: 2296.476807
	Iteration 0F: 2 clusters Score -1255136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1247229.250000 Penalty: 4592.953613
	Iteration 0F: 3 clusters Score -1247229 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1249733.125000 Penalty: 4592.953613
	Iteration 1F: 3 clusters Score -1249733 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1250166.375000 Penalty: 4592.953613
	Iteration 2F: 3 clusters Score -1250166 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1250502.875000 Penalty: 4592.953613
	Iteration 3F: 3 clusters Score -1250503 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1250851.375000 Penalty: 4592.953613
	Iteration 4F: 3 clusters Score -1250851 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1251204.250000 Penalty: 4592.953613
	Iteration 5F: 3 clusters Score -1251204 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1251551.375000 Penalty: 4592.953613
	Iteration 6F: 3 clusters Score -1251551 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1251911.125000 Penalty: 4592.953613
	Iteration 7F: 3 clusters Score -1251911 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1252231.375000 Penalty: 4592.953613
	Iteration 8Q: 3 clusters Score -1252231 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1252451.250000 Penalty: 4592.953613
	Iteration 9Q: 3 clusters Score -1252451 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1252587.125000 Penalty: 4592.953613
	Iteration 10Q: 3 clusters Score -1252587 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1252678.625000 Penalty: 4592.953613
	Iteration 11Q: 3 clusters Score -1252679 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1252753.250000 Penalty: 4592.953613
	Iteration 12Q: 3 clusters Score -1252753 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1252825.625000 Penalty: 4592.953613
	Iteration 13Q: 3 clusters Score -1252826 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1252884.375000 Penalty: 4592.953613
	Iteration 14Q: 3 clusters Score -1252884 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1252924.750000 Penalty: 4592.953613
	Iteration 15Q: 3 clusters Score -1252925 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1252956.875000 Penalty: 4592.953613
	Iteration 16Q: 3 clusters Score -1252957 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1252980.250000 Penalty: 4592.953613
	Iteration 17Q: 3 clusters Score -1252980 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1252997.375000 Penalty: 4592.953613
	Iteration 18Q: 3 clusters Score -1252997 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1253018.000000 Penalty: 4592.953613
	Iteration 19Q: 3 clusters Score -1253018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1253031.625000 Penalty: 4592.953613
	Iteration 20F: 3 clusters Score -1253032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1253048.875000 Penalty: 4592.953613
	Iteration 21Q: 3 clusters Score -1253049 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1253064.625000 Penalty: 4592.953613
	Iteration 22Q: 3 clusters Score -1253065 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1253073.500000 Penalty: 4592.953613
	Iteration 23Q: 3 clusters Score -1253074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1253083.625000 Penalty: 4592.953613
	Iteration 24Q: 3 clusters Score -1253084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1253092.250000 Penalty: 4592.953613
	Iteration 25Q: 3 clusters Score -1253092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1253099.125000 Penalty: 4592.953613
	Iteration 26Q: 3 clusters Score -1253099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1253104.750000 Penalty: 4592.953613
	Iteration 27Q: 3 clusters Score -1253105 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1253114.375000 Penalty: 4592.953613
	Iteration 28Q: 3 clusters Score -1253114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1253125.875000 Penalty: 4592.953613
	Iteration 29Q: 3 clusters Score -1253126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1253134.375000 Penalty: 4592.953613
	Iteration 30Q: 3 clusters Score -1253134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1253149.000000 Penalty: 4592.953613
	Iteration 31Q: 3 clusters Score -1253149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1253156.625000 Penalty: 4592.953613
	Iteration 32Q: 3 clusters Score -1253157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1253171.000000 Penalty: 4592.953613
	Iteration 33Q: 3 clusters Score -1253171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1253179.750000 Penalty: 4592.953613
	Iteration 34Q: 3 clusters Score -1253180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1253201.250000 Penalty: 4592.953613
	Iteration 35Q: 3 clusters Score -1253201 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1253224.375000 Penalty: 4592.953613
	Iteration 36Q: 3 clusters Score -1253224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1253247.500000 Penalty: 4592.953613
	Iteration 37Q: 3 clusters Score -1253248 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1253284.250000 Penalty: 4592.953613
	Iteration 38Q: 3 clusters Score -1253284 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1253348.250000 Penalty: 4592.953613
	Iteration 39Q: 3 clusters Score -1253348 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1253409.625000 Penalty: 4592.953613
	Iteration 40F: 3 clusters Score -1253410 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1253483.000000 Penalty: 4592.953613
	Iteration 41Q: 3 clusters Score -1253483 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1253557.375000 Penalty: 4592.953613
	Iteration 42Q: 3 clusters Score -1253557 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1253629.750000 Penalty: 4592.953613
	Iteration 43Q: 3 clusters Score -1253630 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1253711.500000 Penalty: 4592.953613
	Iteration 44Q: 3 clusters Score -1253712 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1253818.250000 Penalty: 4592.953613
	Iteration 45Q: 3 clusters Score -1253818 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1253958.875000 Penalty: 4592.953613
	Iteration 46Q: 3 clusters Score -1253959 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1254051.125000 Penalty: 4592.953613
	Iteration 47Q: 3 clusters Score -1254051 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1254099.750000 Penalty: 4592.953613
	Iteration 48Q: 3 clusters Score -1254100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1254138.125000 Penalty: 4592.953613
	Iteration 49Q: 3 clusters Score -1254138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1254163.000000 Penalty: 4592.953613
	Iteration 50Q: 3 clusters Score -1254163 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1254179.125000 Penalty: 4592.953613
	Iteration 51Q: 3 clusters Score -1254179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1254189.625000 Penalty: 4592.953613
	Iteration 52Q: 3 clusters Score -1254190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1254195.625000 Penalty: 4592.953613
	Iteration 53Q: 3 clusters Score -1254196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1254201.375000 Penalty: 4592.953613
	Iteration 54Q: 3 clusters Score -1254201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1254198.875000 Penalty: 4592.953613
	Iteration 55Q: 3 clusters Score -1254199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1254203.000000 Penalty: 4592.953613
	Iteration 56Q: 3 clusters Score -1254203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1254201.875000 Penalty: 4592.953613
	Iteration 57Q: 3 clusters Score -1254202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1254205.875000 Penalty: 4592.953613
	Iteration 58Q: 3 clusters Score -1254206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1254205.875000 Penalty: 4592.953613
	Iteration 59Q: 3 clusters Score -1254206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1254204.750000 Penalty: 4592.953613
	Iteration 60F: 3 clusters Score -1254205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1254207.250000 Penalty: 4592.953613
	Iteration 61Q: 3 clusters Score -1254207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1254207.000000 Penalty: 4592.953613
	Iteration 62Q: 3 clusters Score -1254207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1254208.625000 Penalty: 4592.953613
	Iteration 63Q: 3 clusters Score -1254209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1254208.625000 Penalty: 4592.953613
	Iteration 64F: 3 clusters Score -1254209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Entering Unmasked Estep 
Score: -2853657.000000 Penalty: 2496.575928
	Iteration 0F: 2 clusters Score -2853657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2837176.750000 Penalty: 4993.151855
	Iteration 0F: 3 clusters Score -2837177 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2842995.500000 Penalty: 4993.151855
	Iteration 1F: 3 clusters Score -2842996 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2843635.750000 Penalty: 4993.151855
	Iteration 2F: 3 clusters Score -2843636 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2844203.250000 Penalty: 4993.151855
	Iteration 3F: 3 clusters Score -2844203 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2844861.250000 Penalty: 4993.151855
	Iteration 4F: 3 clusters Score -2844861 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2845615.250000 Penalty: 4993.151855
	Iteration 5F: 3 clusters Score -2845615 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2846491.000000 Penalty: 4993.151855
	Iteration 6F: 3 clusters Score -2846491 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2847287.750000 Penalty: 4993.151855
	Iteration 7F: 3 clusters Score -2847288 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2848000.750000 Penalty: 4993.151855
	Iteration 8Q: 3 clusters Score -2848001 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2848701.250000 Penalty: 4993.151855
	Iteration 9Q: 3 clusters Score -2848701 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2849370.750000 Penalty: 4993.151855
	Iteration 10Q: 3 clusters Score -2849371 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2849938.000000 Penalty: 4993.151855
	Iteration 11Q: 3 clusters Score -2849938 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2850361.250000 Penalty: 4993.151855
	Iteration 12Q: 3 clusters Score -2850361 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2850636.500000 Penalty: 4993.151855
	Iteration 13Q: 3 clusters Score -2850636 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2850875.750000 Penalty: 4993.151855
	Iteration 14Q: 3 clusters Score -2850876 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2851053.750000 Penalty: 4993.151855
	Iteration 15Q: 3 clusters Score -2851054 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2851187.500000 Penalty: 4993.151855
	Iteration 16Q: 3 clusters Score -2851188 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2851284.750000 Penalty: 4993.151855
	Iteration 17Q: 3 clusters Score -2851285 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2851351.250000 Penalty: 4993.151855
	Iteration 18Q: 3 clusters Score -2851351 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2851399.000000 Penalty: 4993.151855
	Iteration 19Q: 3 clusters Score -2851399 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2851451.500000 Penalty: 4993.151855
	Iteration 20F: 3 clusters Score -2851452 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2851496.750000 Penalty: 4993.151855
	Iteration 21Q: 3 clusters Score -2851497 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2851525.750000 Penalty: 4993.151855
	Iteration 22Q: 3 clusters Score -2851526 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2851554.250000 Penalty: 4993.151855
	Iteration 23Q: 3 clusters Score -2851554 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2851573.500000 Penalty: 4993.151855
	Iteration 24Q: 3 clusters Score -2851574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2851602.250000 Penalty: 4993.151855
	Iteration 25Q: 3 clusters Score -2851602 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2851625.250000 Penalty: 4993.151855
	Iteration 26Q: 3 clusters Score -2851625 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2851647.000000 Penalty: 4993.151855
	Iteration 27Q: 3 clusters Score -2851647 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2851655.500000 Penalty: 4993.151855
	Iteration 28Q: 3 clusters Score -2851656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2851674.500000 Penalty: 4993.151855
	Iteration 29Q: 3 clusters Score -2851674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2851673.750000 Penalty: 4993.151855
	Iteration 30Q: 3 clusters Score -2851674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2851688.000000 Penalty: 4993.151855
	Iteration 31Q: 3 clusters Score -2851688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2851698.500000 Penalty: 4993.151855
	Iteration 32Q: 3 clusters Score -2851698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2851705.000000 Penalty: 4993.151855
	Iteration 33Q: 3 clusters Score -2851705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2851697.000000 Penalty: 4993.151855
	Iteration 34Q: 3 clusters Score -2851697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2851701.000000 Penalty: 4993.151855
	Iteration 35Q: 3 clusters Score -2851701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2851702.000000 Penalty: 4993.151855
	Iteration 36Q: 3 clusters Score -2851702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2851711.500000 Penalty: 4993.151855
	Iteration 37Q: 3 clusters Score -2851712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2851710.250000 Penalty: 4993.151855
	Iteration 38Q: 3 clusters Score -2851710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2851727.000000 Penalty: 4993.151855
	Iteration 39Q: 3 clusters Score -2851727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2851736.750000 Penalty: 4993.151855
	Iteration 40F: 3 clusters Score -2851737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2851740.750000 Penalty: 4993.151855
	Iteration 41Q: 3 clusters Score -2851741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2851749.750000 Penalty: 4993.151855
	Iteration 42Q: 3 clusters Score -2851750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2851751.250000 Penalty: 4993.151855
	Iteration 43Q: 3 clusters Score -2851751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2851762.250000 Penalty: 4993.151855
	Iteration 44Q: 3 clusters Score -2851762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2851776.500000 Penalty: 4993.151855
	Iteration 45Q: 3 clusters Score -2851776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2851790.000000 Penalty: 4993.151855
	Iteration 46Q: 3 clusters Score -2851790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2851791.500000 Penalty: 4993.151855
	Iteration 47Q: 3 clusters Score -2851792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2851795.000000 Penalty: 4993.151855
	Iteration 48Q: 3 clusters Score -2851795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2851799.750000 Penalty: 4993.151855
	Iteration 49Q: 3 clusters Score -2851800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2851802.750000 Penalty: 4993.151855
	Iteration 50Q: 3 clusters Score -2851803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2851812.750000 Penalty: 4993.151855
	Iteration 51Q: 3 clusters Score -2851813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2851813.750000 Penalty: 4993.151855
	Iteration 52Q: 3 clusters Score -2851814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2851817.750000 Penalty: 4993.151855
	Iteration 53Q: 3 clusters Score -2851818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2851837.250000 Penalty: 4993.151855
	Iteration 54Q: 3 clusters Score -2851837 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2851844.750000 Penalty: 4993.151855
	Iteration 55Q: 3 clusters Score -2851845 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2851857.000000 Penalty: 4993.151855
	Iteration 56Q: 3 clusters Score -2851857 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2851872.250000 Penalty: 4993.151855
	Iteration 57Q: 3 clusters Score -2851872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2851880.250000 Penalty: 4993.151855
	Iteration 58Q: 3 clusters Score -2851880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2851894.500000 Penalty: 4993.151855
	Iteration 59Q: 3 clusters Score -2851894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2851908.000000 Penalty: 4993.151855
	Iteration 60F: 3 clusters Score -2851908 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2851917.250000 Penalty: 4993.151855
	Iteration 61Q: 3 clusters Score -2851917 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2851923.750000 Penalty: 4993.151855
	Iteration 62Q: 3 clusters Score -2851924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2851946.000000 Penalty: 4993.151855
	Iteration 63Q: 3 clusters Score -2851946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2851950.000000 Penalty: 4993.151855
	Iteration 64Q: 3 clusters Score -2851950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2851961.250000 Penalty: 4993.151855
	Iteration 65Q: 3 clusters Score -2851961 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2851970.250000 Penalty: 4993.151855
	Iteration 66Q: 3 clusters Score -2851970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2851976.000000 Penalty: 4993.151855
	Iteration 67Q: 3 clusters Score -2851976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2851989.000000 Penalty: 4993.151855
	Iteration 68Q: 3 clusters Score -2851989 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2852012.250000 Penalty: 4993.151855
	Iteration 69Q: 3 clusters Score -2852012 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2852026.500000 Penalty: 4993.151855
	Iteration 70Q: 3 clusters Score -2852026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2852037.750000 Penalty: 4993.151855
	Iteration 71Q: 3 clusters Score -2852038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2852052.750000 Penalty: 4993.151855
	Iteration 72Q: 3 clusters Score -2852053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2852067.250000 Penalty: 4993.151855
	Iteration 73Q: 3 clusters Score -2852067 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2852077.000000 Penalty: 4993.151855
	Iteration 74Q: 3 clusters Score -2852077 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2852089.000000 Penalty: 4993.151855
	Iteration 75Q: 3 clusters Score -2852089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2852108.000000 Penalty: 4993.151855
	Iteration 76Q: 3 clusters Score -2852108 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2852133.250000 Penalty: 4993.151855
	Iteration 77Q: 3 clusters Score -2852133 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2852156.250000 Penalty: 4993.151855
	Iteration 78Q: 3 clusters Score -2852156 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2852170.000000 Penalty: 4993.151855
	Iteration 79Q: 3 clusters Score -2852170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2852181.250000 Penalty: 4993.151855
	Iteration 80F: 3 clusters Score -2852181 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2852203.000000 Penalty: 4993.151855
	Iteration 81Q: 3 clusters Score -2852203 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2852205.750000 Penalty: 4993.151855
	Iteration 82Q: 3 clusters Score -2852206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2852216.750000 Penalty: 4993.151855
	Iteration 83Q: 3 clusters Score -2852217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2852236.250000 Penalty: 4993.151855
	Iteration 84Q: 3 clusters Score -2852236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2852245.750000 Penalty: 4993.151855
	Iteration 85Q: 3 clusters Score -2852246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2852262.000000 Penalty: 4993.151855
	Iteration 86Q: 3 clusters Score -2852262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2852251.250000 Penalty: 4993.151855
	Iteration 87Q: 3 clusters Score -2852251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2852259.500000 Penalty: 4993.151855
	Iteration 88Q: 3 clusters Score -2852260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2852258.250000 Penalty: 4993.151855
	Iteration 89Q: 3 clusters Score -2852258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2852257.250000 Penalty: 4993.151855
	Iteration 90Q: 3 clusters Score -2852257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2852261.000000 Penalty: 4993.151855
	Iteration 91Q: 3 clusters Score -2852261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2852265.500000 Penalty: 4993.151855
	Iteration 92Q: 3 clusters Score -2852266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2852269.250000 Penalty: 4993.151855
	Iteration 93Q: 3 clusters Score -2852269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2852273.500000 Penalty: 4993.151855
	Iteration 94Q: 3 clusters Score -2852274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2852279.000000 Penalty: 4993.151855
	Iteration 95Q: 3 clusters Score -2852279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2852276.000000 Penalty: 4993.151855
	Iteration 96Q: 3 clusters Score -2852276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2852273.250000 Penalty: 4993.151855
	Iteration 97Q: 3 clusters Score -2852273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2852276.000000 Penalty: 4993.151855
	Iteration 98Q: 3 clusters Score -2852276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2852275.500000 Penalty: 4993.151855
	Iteration 99Q: 3 clusters Score -2852276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2852279.750000 Penalty: 4993.151855
	Iteration 100F: 3 clusters Score -2852280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2852281.750000 Penalty: 4993.151855
	Iteration 101Q: 3 clusters Score -2852282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2852288.000000 Penalty: 4993.151855
	Iteration 102Q: 3 clusters Score -2852288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2852288.750000 Penalty: 4993.151855
	Iteration 103Q: 3 clusters Score -2852289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2852291.000000 Penalty: 4993.151855
	Iteration 104Q: 3 clusters Score -2852291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
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Entering Unmasked Estep 
Score: -2852293.750000 Penalty: 4993.151855
	Iteration 105Q: 3 clusters Score -2852294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2852297.750000 Penalty: 4993.151855
	Iteration 106Q: 3 clusters Score -2852298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2852308.250000 Penalty: 4993.151855
	Iteration 107Q: 3 clusters Score -2852308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2852314.250000 Penalty: 4993.151855
	Iteration 108Q: 3 clusters Score -2852314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2852316.250000 Penalty: 4993.151855
	Iteration 109Q: 3 clusters Score -2852316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2852319.250000 Penalty: 4993.151855
	Iteration 110Q: 3 clusters Score -2852319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2852330.250000 Penalty: 4993.151855
	Iteration 111Q: 3 clusters Score -2852330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2852338.250000 Penalty: 4993.151855
	Iteration 112Q: 3 clusters Score -2852338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2852337.750000 Penalty: 4993.151855
	Iteration 113Q: 3 clusters Score -2852338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2852344.250000 Penalty: 4993.151855
	Iteration 114Q: 3 clusters Score -2852344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2852342.750000 Penalty: 4993.151855
	Iteration 115Q: 3 clusters Score -2852343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2852344.250000 Penalty: 4993.151855
	Iteration 116Q: 3 clusters Score -2852344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2852350.750000 Penalty: 4993.151855
	Iteration 117Q: 3 clusters Score -2852351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2852355.500000 Penalty: 4993.151855
	Iteration 118Q: 3 clusters Score -2852356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2852361.500000 Penalty: 4993.151855
	Iteration 119Q: 3 clusters Score -2852362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2852365.250000 Penalty: 4993.151855
	Iteration 120F: 3 clusters Score -2852365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2852371.750000 Penalty: 4993.151855
	Iteration 121Q: 3 clusters Score -2852372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2852374.250000 Penalty: 4993.151855
	Iteration 122Q: 3 clusters Score -2852374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2852370.750000 Penalty: 4993.151855
	Iteration 123Q: 3 clusters Score -2852371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2852376.000000 Penalty: 4993.151855
	Iteration 124Q: 3 clusters Score -2852376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2852382.750000 Penalty: 4993.151855
	Iteration 125Q: 3 clusters Score -2852383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2852380.250000 Penalty: 4993.151855
	Iteration 126Q: 3 clusters Score -2852380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2852379.000000 Penalty: 4993.151855
	Iteration 127Q: 3 clusters Score -2852379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2852385.250000 Penalty: 4993.151855
	Iteration 128Q: 3 clusters Score -2852385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2852384.000000 Penalty: 4993.151855
	Iteration 129Q: 3 clusters Score -2852384 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2504 members 
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Entering Unmasked Estep 
Score: -2852388.250000 Penalty: 4993.151855
	Iteration 130Q: 3 clusters Score -2852388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2852385.000000 Penalty: 4993.151855
	Iteration 131Q: 3 clusters Score -2852385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2852386.750000 Penalty: 4993.151855
	Iteration 132Q: 3 clusters Score -2852387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2852392.500000 Penalty: 4993.151855
	Iteration 133Q: 3 clusters Score -2852392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2852397.250000 Penalty: 4993.151855
	Iteration 134Q: 3 clusters Score -2852397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2852394.000000 Penalty: 4993.151855
	Iteration 135Q: 3 clusters Score -2852394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2852401.500000 Penalty: 4993.151855
	Iteration 136Q: 3 clusters Score -2852402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2852408.500000 Penalty: 4993.151855
	Iteration 137Q: 3 clusters Score -2852408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
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Entering Unmasked Estep 
Score: -2852409.750000 Penalty: 4993.151855
	Iteration 138Q: 3 clusters Score -2852410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2852410.000000 Penalty: 4993.151855
	Iteration 139Q: 3 clusters Score -2852410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2852409.750000 Penalty: 4993.151855
	Iteration 140F: 3 clusters Score -2852410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2852414.250000 Penalty: 4993.151855
	Iteration 141Q: 3 clusters Score -2852414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2852411.250000 Penalty: 4993.151855
	Iteration 142Q: 3 clusters Score -2852411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2852411.500000 Penalty: 4993.151855
	Iteration 143Q: 3 clusters Score -2852412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2852418.000000 Penalty: 4993.151855
	Iteration 144Q: 3 clusters Score -2852418 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2852418.750000 Penalty: 4993.151855
	Iteration 145Q: 3 clusters Score -2852419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2852415.250000 Penalty: 4993.151855
	Iteration 146Q: 3 clusters Score -2852415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2852425.250000 Penalty: 4993.151855
	Iteration 147Q: 3 clusters Score -2852425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2852434.750000 Penalty: 4993.151855
	Iteration 148Q: 3 clusters Score -2852435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2852427.500000 Penalty: 4993.151855
	Iteration 149Q: 3 clusters Score -2852428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2852444.000000 Penalty: 4993.151855
	Iteration 150Q: 3 clusters Score -2852444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2852444.000000 Penalty: 4993.151855
	Iteration 151Q: 3 clusters Score -2852444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2852440.500000 Penalty: 4993.151855
	Iteration 152Q: 3 clusters Score -2852440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2852441.750000 Penalty: 4993.151855
	Iteration 153Q: 3 clusters Score -2852442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2852446.500000 Penalty: 4993.151855
	Iteration 154Q: 3 clusters Score -2852446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2852453.250000 Penalty: 4993.151855
	Iteration 155Q: 3 clusters Score -2852453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2852449.750000 Penalty: 4993.151855
	Iteration 156Q: 3 clusters Score -2852450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2852447.750000 Penalty: 4993.151855
	Iteration 157Q: 3 clusters Score -2852448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2852454.750000 Penalty: 4993.151855
	Iteration 158Q: 3 clusters Score -2852455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2852454.000000 Penalty: 4993.151855
	Iteration 159Q: 3 clusters Score -2852454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2852463.250000 Penalty: 4993.151855
	Iteration 160F: 3 clusters Score -2852463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2852459.250000 Penalty: 4993.151855
	Iteration 161Q: 3 clusters Score -2852459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2852457.750000 Penalty: 4993.151855
	Iteration 162Q: 3 clusters Score -2852458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2852460.500000 Penalty: 4993.151855
	Iteration 163Q: 3 clusters Score -2852460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2852453.250000 Penalty: 4993.151855
	Iteration 164Q: 3 clusters Score -2852453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2852456.500000 Penalty: 4993.151855
	Iteration 165Q: 3 clusters Score -2852456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2852454.500000 Penalty: 4993.151855
	Iteration 166Q: 3 clusters Score -2852454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2852452.250000 Penalty: 4993.151855
	Iteration 167Q: 3 clusters Score -2852452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2852464.500000 Penalty: 4993.151855
	Iteration 168Q: 3 clusters Score -2852464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2852465.000000 Penalty: 4993.151855
	Iteration 169Q: 3 clusters Score -2852465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2852471.750000 Penalty: 4993.151855
	Iteration 170Q: 3 clusters Score -2852472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2852481.000000 Penalty: 4993.151855
	Iteration 171Q: 3 clusters Score -2852481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -2852488.500000 Penalty: 4993.151855
	Iteration 172Q: 3 clusters Score -2852488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2852488.250000 Penalty: 4993.151855
	Iteration 173Q: 3 clusters Score -2852488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -2852489.000000 Penalty: 4993.151855
	Iteration 174Q: 3 clusters Score -2852489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2852494.250000 Penalty: 4993.151855
	Iteration 175Q: 3 clusters Score -2852494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2852493.500000 Penalty: 4993.151855
	Iteration 176Q: 3 clusters Score -2852494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2852496.750000 Penalty: 4993.151855
	Iteration 177Q: 3 clusters Score -2852497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2852504.750000 Penalty: 4993.151855
	Iteration 178Q: 3 clusters Score -2852505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2852505.750000 Penalty: 4993.151855
	Iteration 179Q: 3 clusters Score -2852506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2852505.750000 Penalty: 4993.151855
	Iteration 180F: 3 clusters Score -2852506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2852512.250000 Penalty: 4993.151855
	Iteration 181Q: 3 clusters Score -2852512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2852513.000000 Penalty: 4993.151855
	Iteration 182Q: 3 clusters Score -2852513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2852513.750000 Penalty: 4993.151855
	Iteration 183Q: 3 clusters Score -2852514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2852517.250000 Penalty: 4993.151855
	Iteration 184Q: 3 clusters Score -2852517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2852517.000000 Penalty: 4993.151855
	Iteration 185Q: 3 clusters Score -2852517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2852516.750000 Penalty: 4993.151855
	Iteration 186Q: 3 clusters Score -2852517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2852521.500000 Penalty: 4993.151855
	Iteration 187Q: 3 clusters Score -2852522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2852520.000000 Penalty: 4993.151855
	Iteration 188Q: 3 clusters Score -2852520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2852523.000000 Penalty: 4993.151855
	Iteration 189Q: 3 clusters Score -2852523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2852525.250000 Penalty: 4993.151855
	Iteration 190Q: 3 clusters Score -2852525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2852526.250000 Penalty: 4993.151855
	Iteration 191Q: 3 clusters Score -2852526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2852528.000000 Penalty: 4993.151855
	Iteration 192Q: 3 clusters Score -2852528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2852527.500000 Penalty: 4993.151855
	Iteration 193Q: 3 clusters Score -2852528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2852528.750000 Penalty: 4993.151855
	Iteration 194Q: 3 clusters Score -2852529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2852528.250000 Penalty: 4993.151855
	Iteration 195Q: 3 clusters Score -2852528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2852524.250000 Penalty: 4993.151855
	Iteration 196Q: 3 clusters Score -2852524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2852524.250000 Penalty: 4993.151855
	Iteration 197F: 3 clusters Score -2852524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (39198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Entering Unmasked Estep 
Score: -4884186.000000 Penalty: 2622.942383
	Iteration 0F: 2 clusters Score -4884186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -4857659.500000 Penalty: 5245.884766
	Iteration 0F: 3 clusters Score -4857660 nChanged 17886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -4867515.000000 Penalty: 5245.884766
	Iteration 1F: 3 clusters Score -4867515 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4867910.500000 Penalty: 5245.884766
	Iteration 2Q: 3 clusters Score -4867910 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4868267.000000 Penalty: 5245.884766
	Iteration 3Q: 3 clusters Score -4868267 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -4868691.000000 Penalty: 5245.884766
	Iteration 4Q: 3 clusters Score -4868691 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4869208.500000 Penalty: 5245.884766
	Iteration 5Q: 3 clusters Score -4869208 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -4869915.000000 Penalty: 5245.884766
	Iteration 6Q: 3 clusters Score -4869915 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -4871085.500000 Penalty: 5245.884766
	Iteration 7F: 3 clusters Score -4871086 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4872722.500000 Penalty: 5245.884766
	Iteration 8F: 3 clusters Score -4872722 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -4874983.000000 Penalty: 5245.884766
	Iteration 9F: 3 clusters Score -4874983 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -4877243.000000 Penalty: 5245.884766
	Iteration 10F: 3 clusters Score -4877243 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -4879057.500000 Penalty: 5245.884766
	Iteration 11F: 3 clusters Score -4879058 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4880346.000000 Penalty: 5245.884766
	Iteration 12Q: 3 clusters Score -4880346 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4881113.500000 Penalty: 5245.884766
	Iteration 13Q: 3 clusters Score -4881114 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4881463.000000 Penalty: 5245.884766
	Iteration 14Q: 3 clusters Score -4881463 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4881662.500000 Penalty: 5245.884766
	Iteration 15Q: 3 clusters Score -4881662 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4881784.500000 Penalty: 5245.884766
	Iteration 16Q: 3 clusters Score -4881784 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4881867.500000 Penalty: 5245.884766
	Iteration 17Q: 3 clusters Score -4881868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4881913.500000 Penalty: 5245.884766
	Iteration 18Q: 3 clusters Score -4881914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4881929.500000 Penalty: 5245.884766
	Iteration 19Q: 3 clusters Score -4881930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4881941.500000 Penalty: 5245.884766
	Iteration 20F: 3 clusters Score -4881942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4881947.000000 Penalty: 5245.884766
	Iteration 21Q: 3 clusters Score -4881947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4881948.500000 Penalty: 5245.884766
	Iteration 22Q: 3 clusters Score -4881948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4881950.000000 Penalty: 5245.884766
	Iteration 23Q: 3 clusters Score -4881950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4881951.500000 Penalty: 5245.884766
	Iteration 24Q: 3 clusters Score -4881952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4881955.500000 Penalty: 5245.884766
	Iteration 25Q: 3 clusters Score -4881956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4881955.500000 Penalty: 5245.884766
	Iteration 26F: 3 clusters Score -4881956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -597221.312500 Penalty: 2117.951660
	Iteration 0F: 2 clusters Score -597221.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -592598.937500 Penalty: 4235.903320
	Iteration 0F: 3 clusters Score -592598.9 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -593721.812500 Penalty: 4235.903320
	Iteration 1F: 3 clusters Score -593721.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -593971.937500 Penalty: 4235.903320
	Iteration 2F: 3 clusters Score -593971.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -594129.875000 Penalty: 4235.903320
	Iteration 3F: 3 clusters Score -594129.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -594259.500000 Penalty: 4235.903320
	Iteration 4Q: 3 clusters Score -594259.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -594396.062500 Penalty: 4235.903320
	Iteration 5Q: 3 clusters Score -594396.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -594568.437500 Penalty: 4235.903320
	Iteration 6Q: 3 clusters Score -594568.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -594768.562500 Penalty: 4235.903320
	Iteration 7Q: 3 clusters Score -594768.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -594976.937500 Penalty: 4235.903320
	Iteration 8Q: 3 clusters Score -594976.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -595157.250000 Penalty: 4235.903320
	Iteration 9Q: 3 clusters Score -595157.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -595329.500000 Penalty: 4235.903320
	Iteration 10Q: 3 clusters Score -595329.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -595486.687500 Penalty: 4235.903320
	Iteration 11Q: 3 clusters Score -595486.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -595652.500000 Penalty: 4235.903320
	Iteration 12Q: 3 clusters Score -595652.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -595798.437500 Penalty: 4235.903320
	Iteration 13Q: 3 clusters Score -595798.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -595893.125000 Penalty: 4235.903320
	Iteration 14Q: 3 clusters Score -595893.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -595975.750000 Penalty: 4235.903320
	Iteration 15Q: 3 clusters Score -595975.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -596046.250000 Penalty: 4235.903320
	Iteration 16Q: 3 clusters Score -596046.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -596103.000000 Penalty: 4235.903320
	Iteration 17Q: 3 clusters Score -596103 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -596154.687500 Penalty: 4235.903320
	Iteration 18Q: 3 clusters Score -596154.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -596197.125000 Penalty: 4235.903320
	Iteration 19Q: 3 clusters Score -596197.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -596230.125000 Penalty: 4235.903320
	Iteration 20F: 3 clusters Score -596230.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -596256.125000 Penalty: 4235.903320
	Iteration 21Q: 3 clusters Score -596256.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -596285.062500 Penalty: 4235.903320
	Iteration 22Q: 3 clusters Score -596285.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -596305.125000 Penalty: 4235.903320
	Iteration 23Q: 3 clusters Score -596305.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -596316.062500 Penalty: 4235.903320
	Iteration 24Q: 3 clusters Score -596316.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -596324.562500 Penalty: 4235.903320
	Iteration 25Q: 3 clusters Score -596324.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -596330.250000 Penalty: 4235.903320
	Iteration 26Q: 3 clusters Score -596330.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -596331.312500 Penalty: 4235.903320
	Iteration 27Q: 3 clusters Score -596331.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -596334.687500 Penalty: 4235.903320
	Iteration 28Q: 3 clusters Score -596334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -596336.250000 Penalty: 4235.903320
	Iteration 29Q: 3 clusters Score -596336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -596337.625000 Penalty: 4235.903320
	Iteration 30Q: 3 clusters Score -596337.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -596340.000000 Penalty: 4235.903320
	Iteration 31Q: 3 clusters Score -596340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -596342.375000 Penalty: 4235.903320
	Iteration 32Q: 3 clusters Score -596342.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -596344.437500 Penalty: 4235.903320
	Iteration 33Q: 3 clusters Score -596344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -596345.312500 Penalty: 4235.903320
	Iteration 34Q: 3 clusters Score -596345.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -596345.312500 Penalty: 4235.903320
	Iteration 35F: 3 clusters Score -596345.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -378413.125000 Penalty: 2004.435791
	Iteration 0F: 2 clusters Score -378413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -375009.718750 Penalty: 4008.871582
	Iteration 0F: 3 clusters Score -375009.7 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -375738.125000 Penalty: 4008.871582
	Iteration 1F: 3 clusters Score -375738.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -375960.125000 Penalty: 4008.871582
	Iteration 2F: 3 clusters Score -375960.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -376140.156250 Penalty: 4008.871582
	Iteration 3F: 3 clusters Score -376140.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -376315.875000 Penalty: 4008.871582
	Iteration 4Q: 3 clusters Score -376315.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -376454.062500 Penalty: 4008.871582
	Iteration 5Q: 3 clusters Score -376454.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -376573.468750 Penalty: 4008.871582
	Iteration 6Q: 3 clusters Score -376573.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -376705.906250 Penalty: 4008.871582
	Iteration 7Q: 3 clusters Score -376705.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -376821.500000 Penalty: 4008.871582
	Iteration 8Q: 3 clusters Score -376821.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -376904.906250 Penalty: 4008.871582
	Iteration 9Q: 3 clusters Score -376904.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -376996.375000 Penalty: 4008.871582
	Iteration 10Q: 3 clusters Score -376996.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -377067.343750 Penalty: 4008.871582
	Iteration 11Q: 3 clusters Score -377067.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -377122.156250 Penalty: 4008.871582
	Iteration 12Q: 3 clusters Score -377122.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -377160.750000 Penalty: 4008.871582
	Iteration 13Q: 3 clusters Score -377160.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -377187.000000 Penalty: 4008.871582
	Iteration 14Q: 3 clusters Score -377187 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -377205.968750 Penalty: 4008.871582
	Iteration 15Q: 3 clusters Score -377206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -377216.031250 Penalty: 4008.871582
	Iteration 16Q: 3 clusters Score -377216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -377221.468750 Penalty: 4008.871582
	Iteration 17Q: 3 clusters Score -377221.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -377228.125000 Penalty: 4008.871582
	Iteration 18Q: 3 clusters Score -377228.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -377231.656250 Penalty: 4008.871582
	Iteration 19Q: 3 clusters Score -377231.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -377234.406250 Penalty: 4008.871582
	Iteration 20F: 3 clusters Score -377234.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -377234.625000 Penalty: 4008.871582
	Iteration 21Q: 3 clusters Score -377234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -377236.281250 Penalty: 4008.871582
	Iteration 22Q: 3 clusters Score -377236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -377237.437500 Penalty: 4008.871582
	Iteration 23Q: 3 clusters Score -377237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -377237.750000 Penalty: 4008.871582
	Iteration 24Q: 3 clusters Score -377237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -377238.531250 Penalty: 4008.871582
	Iteration 25Q: 3 clusters Score -377238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -377239.000000 Penalty: 4008.871582
	Iteration 26Q: 3 clusters Score -377239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -377239.750000 Penalty: 4008.871582
	Iteration 27Q: 3 clusters Score -377239.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -377239.750000 Penalty: 4008.871582
	Iteration 28F: 3 clusters Score -377239.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -48775.851562 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -48775.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47537.433594 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -47537.43 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47763.320312 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -47763.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47824.269531 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -47824.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47938.554688 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -47938.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48016.023438 Penalty: 2993.598877
	Iteration 4F: 3 clusters Score -48016.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48067.949219 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -48067.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48140.488281 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -48140.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48235.960938 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -48235.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -48266.738281 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -48266.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48283.960938 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -48283.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48291.136719 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -48291.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -48293.093750 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -48293.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -48293.093750 Penalty: 2993.598877
	Iteration 12F: 3 clusters Score -48293.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1533711.125000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1533711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1524898.500000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1524898 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1527488.875000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1527489 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1527777.000000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1527777 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1527963.125000 Penalty: 4651.012207
	Iteration 3Q: 3 clusters Score -1527963 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1528101.500000 Penalty: 4651.012207
	Iteration 4Q: 3 clusters Score -1528102 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1528207.750000 Penalty: 4651.012207
	Iteration 5Q: 3 clusters Score -1528208 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1528306.875000 Penalty: 4651.012207
	Iteration 6Q: 3 clusters Score -1528307 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1528386.750000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1528387 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1528471.375000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1528471 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1528552.000000 Penalty: 4651.012207
	Iteration 9Q: 3 clusters Score -1528552 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1528638.375000 Penalty: 4651.012207
	Iteration 10Q: 3 clusters Score -1528638 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1528728.250000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1528728 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1528834.500000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1528834 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1528956.500000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1528956 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1529115.750000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1529116 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1529329.250000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1529329 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1529578.625000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1529579 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1529908.625000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1529909 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1530304.625000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1530305 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1530660.000000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1530660 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1530915.625000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1530916 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1531099.125000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1531099 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1531211.625000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1531212 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1531297.750000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1531298 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1531363.875000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1531364 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1531403.375000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1531403 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1531428.500000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1531428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1531456.125000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1531456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1531475.375000 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -1531475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1531490.875000 Penalty: 4651.012207
	Iteration 29Q: 3 clusters Score -1531491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1531500.875000 Penalty: 4651.012207
	Iteration 30Q: 3 clusters Score -1531501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1531509.875000 Penalty: 4651.012207
	Iteration 31Q: 3 clusters Score -1531510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1531519.625000 Penalty: 4651.012207
	Iteration 32Q: 3 clusters Score -1531520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1531533.250000 Penalty: 4651.012207
	Iteration 33Q: 3 clusters Score -1531533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1531544.000000 Penalty: 4651.012207
	Iteration 34Q: 3 clusters Score -1531544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1531552.750000 Penalty: 4651.012207
	Iteration 35Q: 3 clusters Score -1531553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1531556.500000 Penalty: 4651.012207
	Iteration 36Q: 3 clusters Score -1531556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1531566.500000 Penalty: 4651.012207
	Iteration 37Q: 3 clusters Score -1531566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1531573.500000 Penalty: 4651.012207
	Iteration 38Q: 3 clusters Score -1531574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1531579.750000 Penalty: 4651.012207
	Iteration 39Q: 3 clusters Score -1531580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1531589.250000 Penalty: 4651.012207
	Iteration 40F: 3 clusters Score -1531589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1531590.125000 Penalty: 4651.012207
	Iteration 41Q: 3 clusters Score -1531590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1531592.375000 Penalty: 4651.012207
	Iteration 42Q: 3 clusters Score -1531592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1531596.250000 Penalty: 4651.012207
	Iteration 43Q: 3 clusters Score -1531596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1531597.750000 Penalty: 4651.012207
	Iteration 44Q: 3 clusters Score -1531598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1531598.875000 Penalty: 4651.012207
	Iteration 45Q: 3 clusters Score -1531599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1531602.500000 Penalty: 4651.012207
	Iteration 46Q: 3 clusters Score -1531602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1531604.000000 Penalty: 4651.012207
	Iteration 47Q: 3 clusters Score -1531604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1531606.000000 Penalty: 4651.012207
	Iteration 48Q: 3 clusters Score -1531606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1531606.125000 Penalty: 4651.012207
	Iteration 49Q: 3 clusters Score -1531606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1531606.375000 Penalty: 4651.012207
	Iteration 50Q: 3 clusters Score -1531606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1531609.500000 Penalty: 4651.012207
	Iteration 51Q: 3 clusters Score -1531610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1531612.375000 Penalty: 4651.012207
	Iteration 52Q: 3 clusters Score -1531612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1531612.375000 Penalty: 4651.012207
	Iteration 53F: 3 clusters Score -1531612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -711658.812500 Penalty: 2150.691650
	Iteration 0F: 2 clusters Score -711658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -706591.312500 Penalty: 4301.383301
	Iteration 0F: 3 clusters Score -706591.3 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -707959.062500 Penalty: 4301.383301
	Iteration 1F: 3 clusters Score -707959.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -708335.750000 Penalty: 4301.383301
	Iteration 2F: 3 clusters Score -708335.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -708583.437500 Penalty: 4301.383301
	Iteration 3F: 3 clusters Score -708583.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -708781.000000 Penalty: 4301.383301
	Iteration 4F: 3 clusters Score -708781 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -708929.562500 Penalty: 4301.383301
	Iteration 5Q: 3 clusters Score -708929.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -709044.437500 Penalty: 4301.383301
	Iteration 6Q: 3 clusters Score -709044.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -709143.687500 Penalty: 4301.383301
	Iteration 7Q: 3 clusters Score -709143.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -709233.812500 Penalty: 4301.383301
	Iteration 8Q: 3 clusters Score -709233.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -709329.187500 Penalty: 4301.383301
	Iteration 9Q: 3 clusters Score -709329.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -709441.062500 Penalty: 4301.383301
	Iteration 10Q: 3 clusters Score -709441.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -709552.437500 Penalty: 4301.383301
	Iteration 11Q: 3 clusters Score -709552.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -709654.062500 Penalty: 4301.383301
	Iteration 12Q: 3 clusters Score -709654.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -709727.562500 Penalty: 4301.383301
	Iteration 13Q: 3 clusters Score -709727.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -709792.625000 Penalty: 4301.383301
	Iteration 14Q: 3 clusters Score -709792.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -709838.062500 Penalty: 4301.383301
	Iteration 15Q: 3 clusters Score -709838.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -709886.937500 Penalty: 4301.383301
	Iteration 16Q: 3 clusters Score -709886.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -709928.500000 Penalty: 4301.383301
	Iteration 17Q: 3 clusters Score -709928.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -709961.687500 Penalty: 4301.383301
	Iteration 18Q: 3 clusters Score -709961.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -710005.187500 Penalty: 4301.383301
	Iteration 19Q: 3 clusters Score -710005.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -710050.250000 Penalty: 4301.383301
	Iteration 20F: 3 clusters Score -710050.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -710088.312500 Penalty: 4301.383301
	Iteration 21Q: 3 clusters Score -710088.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -710125.250000 Penalty: 4301.383301
	Iteration 22Q: 3 clusters Score -710125.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -710160.812500 Penalty: 4301.383301
	Iteration 23Q: 3 clusters Score -710160.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -710184.375000 Penalty: 4301.383301
	Iteration 24Q: 3 clusters Score -710184.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -710222.437500 Penalty: 4301.383301
	Iteration 25Q: 3 clusters Score -710222.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -710252.625000 Penalty: 4301.383301
	Iteration 26Q: 3 clusters Score -710252.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -710275.687500 Penalty: 4301.383301
	Iteration 27Q: 3 clusters Score -710275.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -710299.937500 Penalty: 4301.383301
	Iteration 28Q: 3 clusters Score -710299.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -710325.875000 Penalty: 4301.383301
	Iteration 29Q: 3 clusters Score -710325.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -710351.437500 Penalty: 4301.383301
	Iteration 30Q: 3 clusters Score -710351.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -710370.250000 Penalty: 4301.383301
	Iteration 31Q: 3 clusters Score -710370.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -710379.312500 Penalty: 4301.383301
	Iteration 32Q: 3 clusters Score -710379.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -710388.687500 Penalty: 4301.383301
	Iteration 33Q: 3 clusters Score -710388.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -710394.437500 Penalty: 4301.383301
	Iteration 34Q: 3 clusters Score -710394.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -710402.187500 Penalty: 4301.383301
	Iteration 35Q: 3 clusters Score -710402.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -710409.562500 Penalty: 4301.383301
	Iteration 36Q: 3 clusters Score -710409.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -710415.437500 Penalty: 4301.383301
	Iteration 37Q: 3 clusters Score -710415.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -710422.250000 Penalty: 4301.383301
	Iteration 38Q: 3 clusters Score -710422.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -710427.125000 Penalty: 4301.383301
	Iteration 39Q: 3 clusters Score -710427.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -710430.750000 Penalty: 4301.383301
	Iteration 40F: 3 clusters Score -710430.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -710437.562500 Penalty: 4301.383301
	Iteration 41Q: 3 clusters Score -710437.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -710439.250000 Penalty: 4301.383301
	Iteration 42Q: 3 clusters Score -710439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -710445.250000 Penalty: 4301.383301
	Iteration 43Q: 3 clusters Score -710445.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -710446.812500 Penalty: 4301.383301
	Iteration 44Q: 3 clusters Score -710446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -710446.812500 Penalty: 4301.383301
	Iteration 45F: 3 clusters Score -710446.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -317040.937500 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -317040.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -313953.281250 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -313953.3 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -314630.093750 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -314630.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -314836.687500 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -314836.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -315000.187500 Penalty: 3917.059082
	Iteration 3F: 3 clusters Score -315000.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -315119.718750 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -315119.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -315235.062500 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -315235.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -315356.750000 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -315356.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -315506.937500 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -315506.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -315677.437500 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -315677.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -315832.062500 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -315832.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -315978.593750 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -315978.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -316095.093750 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -316095.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -316170.656250 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -316170.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -316230.968750 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -316231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -316264.656250 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -316264.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -316296.593750 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -316296.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -316317.812500 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -316317.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -316331.187500 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -316331.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -316343.125000 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -316343.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -316352.312500 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -316352.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -316357.687500 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -316357.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -316361.187500 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -316361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -316362.843750 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -316362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -316365.343750 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -316365.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -316367.500000 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -316367.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -316369.656250 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -316369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -316370.156250 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -316370.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -316370.156250 Penalty: 3917.059082
	Iteration 27F: 3 clusters Score -316370.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -264906.000000 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -264906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -262110.984375 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -262111 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -262698.843750 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -262698.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -262939.937500 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -262939.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -263153.531250 Penalty: 3822.926025
	Iteration 3F: 3 clusters Score -263153.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -263315.218750 Penalty: 3822.926025
	Iteration 4F: 3 clusters Score -263315.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -263461.625000 Penalty: 3822.926025
	Iteration 5F: 3 clusters Score -263461.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -263564.250000 Penalty: 3822.926025
	Iteration 6Q: 3 clusters Score -263564.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -263634.781250 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -263634.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -263674.500000 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -263674.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -263710.406250 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -263710.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -263732.750000 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -263732.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -263753.875000 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -263753.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -263767.968750 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -263768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -263773.156250 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -263773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -263778.062500 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -263778.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -263783.593750 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -263783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -263788.312500 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -263788.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -263788.312500 Penalty: 3822.926025
	Iteration 17F: 3 clusters Score -263788.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Entering Unmasked Estep 
Score: -2191345.000000 Penalty: 2428.373535
	Iteration 0F: 2 clusters Score -2191345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2178768.750000 Penalty: 4856.747070
	Iteration 0F: 3 clusters Score -2178769 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2182807.000000 Penalty: 4856.747070
	Iteration 1F: 3 clusters Score -2182807 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2183146.500000 Penalty: 4856.747070
	Iteration 2F: 3 clusters Score -2183146 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2183416.000000 Penalty: 4856.747070
	Iteration 3Q: 3 clusters Score -2183416 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2183630.000000 Penalty: 4856.747070
	Iteration 4Q: 3 clusters Score -2183630 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2183824.000000 Penalty: 4856.747070
	Iteration 5Q: 3 clusters Score -2183824 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2184023.250000 Penalty: 4856.747070
	Iteration 6Q: 3 clusters Score -2184023 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2184234.750000 Penalty: 4856.747070
	Iteration 7Q: 3 clusters Score -2184235 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2184486.500000 Penalty: 4856.747070
	Iteration 8Q: 3 clusters Score -2184486 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2184773.250000 Penalty: 4856.747070
	Iteration 9Q: 3 clusters Score -2184773 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2185131.500000 Penalty: 4856.747070
	Iteration 10Q: 3 clusters Score -2185132 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2185591.000000 Penalty: 4856.747070
	Iteration 11Q: 3 clusters Score -2185591 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2186142.500000 Penalty: 4856.747070
	Iteration 12Q: 3 clusters Score -2186142 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2186720.500000 Penalty: 4856.747070
	Iteration 13Q: 3 clusters Score -2186720 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2187266.000000 Penalty: 4856.747070
	Iteration 14Q: 3 clusters Score -2187266 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2187733.250000 Penalty: 4856.747070
	Iteration 15Q: 3 clusters Score -2187733 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2188153.750000 Penalty: 4856.747070
	Iteration 16Q: 3 clusters Score -2188154 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2188547.000000 Penalty: 4856.747070
	Iteration 17Q: 3 clusters Score -2188547 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2188778.750000 Penalty: 4856.747070
	Iteration 18Q: 3 clusters Score -2188779 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2188983.500000 Penalty: 4856.747070
	Iteration 19Q: 3 clusters Score -2188984 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2189140.750000 Penalty: 4856.747070
	Iteration 20F: 3 clusters Score -2189141 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2189249.250000 Penalty: 4856.747070
	Iteration 21Q: 3 clusters Score -2189249 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2189329.250000 Penalty: 4856.747070
	Iteration 22Q: 3 clusters Score -2189329 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2189387.250000 Penalty: 4856.747070
	Iteration 23Q: 3 clusters Score -2189387 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2189434.000000 Penalty: 4856.747070
	Iteration 24Q: 3 clusters Score -2189434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2189467.250000 Penalty: 4856.747070
	Iteration 25Q: 3 clusters Score -2189467 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2189510.750000 Penalty: 4856.747070
	Iteration 26Q: 3 clusters Score -2189511 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2189536.250000 Penalty: 4856.747070
	Iteration 27Q: 3 clusters Score -2189536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2189552.750000 Penalty: 4856.747070
	Iteration 28Q: 3 clusters Score -2189553 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2189571.500000 Penalty: 4856.747070
	Iteration 29Q: 3 clusters Score -2189572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2189587.250000 Penalty: 4856.747070
	Iteration 30Q: 3 clusters Score -2189587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2189599.250000 Penalty: 4856.747070
	Iteration 31Q: 3 clusters Score -2189599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2189604.000000 Penalty: 4856.747070
	Iteration 32Q: 3 clusters Score -2189604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2189618.750000 Penalty: 4856.747070
	Iteration 33Q: 3 clusters Score -2189619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2189623.000000 Penalty: 4856.747070
	Iteration 34Q: 3 clusters Score -2189623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2189626.750000 Penalty: 4856.747070
	Iteration 35Q: 3 clusters Score -2189627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2189629.000000 Penalty: 4856.747070
	Iteration 36Q: 3 clusters Score -2189629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2189631.000000 Penalty: 4856.747070
	Iteration 37Q: 3 clusters Score -2189631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2189627.750000 Penalty: 4856.747070
	Iteration 38Q: 3 clusters Score -2189628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2189629.500000 Penalty: 4856.747070
	Iteration 39Q: 3 clusters Score -2189630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2189631.000000 Penalty: 4856.747070
	Iteration 40F: 3 clusters Score -2189631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2189628.500000 Penalty: 4856.747070
	Iteration 41Q: 3 clusters Score -2189628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2189630.750000 Penalty: 4856.747070
	Iteration 42Q: 3 clusters Score -2189631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2189631.250000 Penalty: 4856.747070
	Iteration 43Q: 3 clusters Score -2189631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2189633.000000 Penalty: 4856.747070
	Iteration 44Q: 3 clusters Score -2189633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2189633.250000 Penalty: 4856.747070
	Iteration 45Q: 3 clusters Score -2189633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2189636.000000 Penalty: 4856.747070
	Iteration 46Q: 3 clusters Score -2189636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2189636.000000 Penalty: 4856.747070
	Iteration 47F: 3 clusters Score -2189636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -686948.875000 Penalty: 2143.318848
	Iteration 0F: 2 clusters Score -686948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -682005.000000 Penalty: 4286.637695
	Iteration 0F: 3 clusters Score -682005 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -683286.875000 Penalty: 4286.637695
	Iteration 1F: 3 clusters Score -683286.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -683539.000000 Penalty: 4286.637695
	Iteration 2F: 3 clusters Score -683539 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -683711.000000 Penalty: 4286.637695
	Iteration 3F: 3 clusters Score -683711 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -683891.250000 Penalty: 4286.637695
	Iteration 4Q: 3 clusters Score -683891.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -684083.750000 Penalty: 4286.637695
	Iteration 5Q: 3 clusters Score -684083.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -684283.187500 Penalty: 4286.637695
	Iteration 6Q: 3 clusters Score -684283.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -684461.000000 Penalty: 4286.637695
	Iteration 7Q: 3 clusters Score -684461 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -684668.750000 Penalty: 4286.637695
	Iteration 8Q: 3 clusters Score -684668.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -684890.312500 Penalty: 4286.637695
	Iteration 9Q: 3 clusters Score -684890.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -685148.250000 Penalty: 4286.637695
	Iteration 10Q: 3 clusters Score -685148.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -685373.187500 Penalty: 4286.637695
	Iteration 11Q: 3 clusters Score -685373.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -685522.625000 Penalty: 4286.637695
	Iteration 12Q: 3 clusters Score -685522.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -685606.500000 Penalty: 4286.637695
	Iteration 13Q: 3 clusters Score -685606.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -685670.687500 Penalty: 4286.637695
	Iteration 14Q: 3 clusters Score -685670.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -685716.125000 Penalty: 4286.637695
	Iteration 15Q: 3 clusters Score -685716.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -685749.312500 Penalty: 4286.637695
	Iteration 16Q: 3 clusters Score -685749.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -685778.062500 Penalty: 4286.637695
	Iteration 17Q: 3 clusters Score -685778.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -685801.750000 Penalty: 4286.637695
	Iteration 18Q: 3 clusters Score -685801.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -685818.125000 Penalty: 4286.637695
	Iteration 19Q: 3 clusters Score -685818.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -685827.937500 Penalty: 4286.637695
	Iteration 20F: 3 clusters Score -685827.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -685834.125000 Penalty: 4286.637695
	Iteration 21Q: 3 clusters Score -685834.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -685839.562500 Penalty: 4286.637695
	Iteration 22Q: 3 clusters Score -685839.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -685850.500000 Penalty: 4286.637695
	Iteration 23Q: 3 clusters Score -685850.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -685860.250000 Penalty: 4286.637695
	Iteration 24Q: 3 clusters Score -685860.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -685870.062500 Penalty: 4286.637695
	Iteration 25Q: 3 clusters Score -685870.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -685877.125000 Penalty: 4286.637695
	Iteration 26Q: 3 clusters Score -685877.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -685881.187500 Penalty: 4286.637695
	Iteration 27Q: 3 clusters Score -685881.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -685885.625000 Penalty: 4286.637695
	Iteration 28Q: 3 clusters Score -685885.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -685888.437500 Penalty: 4286.637695
	Iteration 29Q: 3 clusters Score -685888.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -685894.562500 Penalty: 4286.637695
	Iteration 30Q: 3 clusters Score -685894.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -685896.875000 Penalty: 4286.637695
	Iteration 31Q: 3 clusters Score -685896.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -685898.375000 Penalty: 4286.637695
	Iteration 32Q: 3 clusters Score -685898.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -685903.375000 Penalty: 4286.637695
	Iteration 33Q: 3 clusters Score -685903.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -685906.187500 Penalty: 4286.637695
	Iteration 34Q: 3 clusters Score -685906.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -685907.125000 Penalty: 4286.637695
	Iteration 35Q: 3 clusters Score -685907.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -685908.312500 Penalty: 4286.637695
	Iteration 36Q: 3 clusters Score -685908.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -685910.375000 Penalty: 4286.637695
	Iteration 37Q: 3 clusters Score -685910.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -685914.125000 Penalty: 4286.637695
	Iteration 38Q: 3 clusters Score -685914.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -685920.062500 Penalty: 4286.637695
	Iteration 39Q: 3 clusters Score -685920.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -685924.062500 Penalty: 4286.637695
	Iteration 40F: 3 clusters Score -685924.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -685927.250000 Penalty: 4286.637695
	Iteration 41Q: 3 clusters Score -685927.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -685928.750000 Penalty: 4286.637695
	Iteration 42Q: 3 clusters Score -685928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -685930.687500 Penalty: 4286.637695
	Iteration 43Q: 3 clusters Score -685930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -685929.625000 Penalty: 4286.637695
	Iteration 44Q: 3 clusters Score -685929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -685931.000000 Penalty: 4286.637695
	Iteration 45Q: 3 clusters Score -685931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -685931.250000 Penalty: 4286.637695
	Iteration 46Q: 3 clusters Score -685931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -685930.375000 Penalty: 4286.637695
	Iteration 47Q: 3 clusters Score -685930.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -685932.125000 Penalty: 4286.637695
	Iteration 48Q: 3 clusters Score -685932.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -685932.125000 Penalty: 4286.637695
	Iteration 49F: 3 clusters Score -685932.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (69440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Entering Unmasked Estep 
Score: -7792004.000000 Penalty: 2764.758057
	Iteration 0F: 2 clusters Score -7792004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -7745490.500000 Penalty: 5529.516113
	Iteration 0F: 3 clusters Score -7745490 nChanged 32347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -7764022.000000 Penalty: 5529.516113
	Iteration 1F: 3 clusters Score -7764022 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -7764789.000000 Penalty: 5529.516113
	Iteration 2Q: 3 clusters Score -7764789 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -7765611.500000 Penalty: 5529.516113
	Iteration 3Q: 3 clusters Score -7765612 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -7766465.000000 Penalty: 5529.516113
	Iteration 4Q: 3 clusters Score -7766465 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -7767606.000000 Penalty: 5529.516113
	Iteration 5Q: 3 clusters Score -7767606 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -7769128.500000 Penalty: 5529.516113
	Iteration 6Q: 3 clusters Score -7769128 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -7771385.500000 Penalty: 5529.516113
	Iteration 7F: 3 clusters Score -7771386 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -7774420.000000 Penalty: 5529.516113
	Iteration 8F: 3 clusters Score -7774420 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -7778050.000000 Penalty: 5529.516113
	Iteration 9F: 3 clusters Score -7778050 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -7781757.000000 Penalty: 5529.516113
	Iteration 10F: 3 clusters Score -7781757 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -7784685.500000 Penalty: 5529.516113
	Iteration 11Q: 3 clusters Score -7784686 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -7786584.500000 Penalty: 5529.516113
	Iteration 12Q: 3 clusters Score -7786584 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -7787859.500000 Penalty: 5529.516113
	Iteration 13Q: 3 clusters Score -7787860 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -7788624.000000 Penalty: 5529.516113
	Iteration 14Q: 3 clusters Score -7788624 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -7789126.000000 Penalty: 5529.516113
	Iteration 15Q: 3 clusters Score -7789126 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -7789418.500000 Penalty: 5529.516113
	Iteration 16Q: 3 clusters Score -7789418 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -7789614.500000 Penalty: 5529.516113
	Iteration 17Q: 3 clusters Score -7789614 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7789734.500000 Penalty: 5529.516113
	Iteration 18Q: 3 clusters Score -7789734 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67328 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -7789822.500000 Penalty: 5529.516113
	Iteration 19Q: 3 clusters Score -7789822 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7789884.000000 Penalty: 5529.516113
	Iteration 20F: 3 clusters Score -7789884 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67551 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7789941.500000 Penalty: 5529.516113
	Iteration 21Q: 3 clusters Score -7789942 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7789960.000000 Penalty: 5529.516113
	Iteration 22Q: 3 clusters Score -7789960 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7789970.500000 Penalty: 5529.516113
	Iteration 23Q: 3 clusters Score -7789970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7789990.000000 Penalty: 5529.516113
	Iteration 24Q: 3 clusters Score -7789990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7789989.500000 Penalty: 5529.516113
	Iteration 25Q: 3 clusters Score -7789990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7790005.000000 Penalty: 5529.516113
	Iteration 26Q: 3 clusters Score -7790005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67830 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7790028.500000 Penalty: 5529.516113
	Iteration 27Q: 3 clusters Score -7790028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7790047.000000 Penalty: 5529.516113
	Iteration 28Q: 3 clusters Score -7790047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -7790048.500000 Penalty: 5529.516113
	Iteration 29Q: 3 clusters Score -7790048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7790053.500000 Penalty: 5529.516113
	Iteration 30Q: 3 clusters Score -7790054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67895 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7790065.500000 Penalty: 5529.516113
	Iteration 31Q: 3 clusters Score -7790066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7790074.500000 Penalty: 5529.516113
	Iteration 32Q: 3 clusters Score -7790074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7790068.500000 Penalty: 5529.516113
	Iteration 33Q: 3 clusters Score -7790068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67930 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -7790073.500000 Penalty: 5529.516113
	Iteration 34Q: 3 clusters Score -7790074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7790073.000000 Penalty: 5529.516113
	Iteration 35Q: 3 clusters Score -7790073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7790077.000000 Penalty: 5529.516113
	Iteration 36Q: 3 clusters Score -7790077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67952 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7790083.000000 Penalty: 5529.516113
	Iteration 37Q: 3 clusters Score -7790083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7790081.500000 Penalty: 5529.516113
	Iteration 38Q: 3 clusters Score -7790082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7790077.500000 Penalty: 5529.516113
	Iteration 39Q: 3 clusters Score -7790078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7790077.500000 Penalty: 5529.516113
	Iteration 40F: 3 clusters Score -7790078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7790078.500000 Penalty: 5529.516113
	Iteration 41Q: 3 clusters Score -7790078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7790071.500000 Penalty: 5529.516113
	Iteration 42Q: 3 clusters Score -7790072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7790075.500000 Penalty: 5529.516113
	Iteration 43Q: 3 clusters Score -7790076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7790076.000000 Penalty: 5529.516113
	Iteration 44Q: 3 clusters Score -7790076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7790074.500000 Penalty: 5529.516113
	Iteration 45Q: 3 clusters Score -7790074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7790075.500000 Penalty: 5529.516113
	Iteration 46Q: 3 clusters Score -7790076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7790077.500000 Penalty: 5529.516113
	Iteration 47Q: 3 clusters Score -7790078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7790076.500000 Penalty: 5529.516113
	Iteration 48Q: 3 clusters Score -7790076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -7790075.000000 Penalty: 5529.516113
	Iteration 49Q: 3 clusters Score -7790075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7790074.500000 Penalty: 5529.516113
	Iteration 50Q: 3 clusters Score -7790074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7790085.500000 Penalty: 5529.516113
	Iteration 51Q: 3 clusters Score -7790086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7790080.000000 Penalty: 5529.516113
	Iteration 52Q: 3 clusters Score -7790080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68031 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7790080.500000 Penalty: 5529.516113
	Iteration 53Q: 3 clusters Score -7790080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -7790093.500000 Penalty: 5529.516113
	Iteration 54Q: 3 clusters Score -7790094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7790097.500000 Penalty: 5529.516113
	Iteration 55Q: 3 clusters Score -7790098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7790097.500000 Penalty: 5529.516113
	Iteration 56F: 3 clusters Score -7790098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -621044.562500 Penalty: 2154.276611
	Iteration 0F: 2 clusters Score -621044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -616004.062500 Penalty: 4308.553223
	Iteration 0F: 3 clusters Score -616004.1 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -617454.062500 Penalty: 4308.553223
	Iteration 1F: 3 clusters Score -617454.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -617856.937500 Penalty: 4308.553223
	Iteration 2F: 3 clusters Score -617856.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -618263.187500 Penalty: 4308.553223
	Iteration 3F: 3 clusters Score -618263.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -618598.312500 Penalty: 4308.553223
	Iteration 4F: 3 clusters Score -618598.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -618883.312500 Penalty: 4308.553223
	Iteration 5F: 3 clusters Score -618883.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -619129.312500 Penalty: 4308.553223
	Iteration 6F: 3 clusters Score -619129.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -619293.750000 Penalty: 4308.553223
	Iteration 7Q: 3 clusters Score -619293.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -619394.062500 Penalty: 4308.553223
	Iteration 8Q: 3 clusters Score -619394.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -619482.500000 Penalty: 4308.553223
	Iteration 9Q: 3 clusters Score -619482.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -619537.187500 Penalty: 4308.553223
	Iteration 10Q: 3 clusters Score -619537.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -619588.875000 Penalty: 4308.553223
	Iteration 11Q: 3 clusters Score -619588.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -619637.437500 Penalty: 4308.553223
	Iteration 12Q: 3 clusters Score -619637.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -619666.687500 Penalty: 4308.553223
	Iteration 13Q: 3 clusters Score -619666.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -619701.687500 Penalty: 4308.553223
	Iteration 14Q: 3 clusters Score -619701.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -619722.687500 Penalty: 4308.553223
	Iteration 15Q: 3 clusters Score -619722.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -619744.562500 Penalty: 4308.553223
	Iteration 16Q: 3 clusters Score -619744.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -619762.000000 Penalty: 4308.553223
	Iteration 17Q: 3 clusters Score -619762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -619778.562500 Penalty: 4308.553223
	Iteration 18Q: 3 clusters Score -619778.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -619788.562500 Penalty: 4308.553223
	Iteration 19Q: 3 clusters Score -619788.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -619795.562500 Penalty: 4308.553223
	Iteration 20F: 3 clusters Score -619795.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -619797.312500 Penalty: 4308.553223
	Iteration 21Q: 3 clusters Score -619797.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -619800.062500 Penalty: 4308.553223
	Iteration 22Q: 3 clusters Score -619800.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -619800.812500 Penalty: 4308.553223
	Iteration 23Q: 3 clusters Score -619800.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -619805.250000 Penalty: 4308.553223
	Iteration 24Q: 3 clusters Score -619805.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -619806.687500 Penalty: 4308.553223
	Iteration 25Q: 3 clusters Score -619806.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -619807.875000 Penalty: 4308.553223
	Iteration 26Q: 3 clusters Score -619807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -619807.750000 Penalty: 4308.553223
	Iteration 27Q: 3 clusters Score -619807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -619807.062500 Penalty: 4308.553223
	Iteration 28Q: 3 clusters Score -619807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -619806.937500 Penalty: 4308.553223
	Iteration 29Q: 3 clusters Score -619806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -619807.812500 Penalty: 4308.553223
	Iteration 30Q: 3 clusters Score -619807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -619808.875000 Penalty: 4308.553223
	Iteration 31Q: 3 clusters Score -619808.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -619809.062500 Penalty: 4308.553223
	Iteration 32Q: 3 clusters Score -619809.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -619809.687500 Penalty: 4308.553223
	Iteration 33Q: 3 clusters Score -619809.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -619809.687500 Penalty: 4308.553223
	Iteration 34F: 3 clusters Score -619809.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -60864.640625 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -60864.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59493.675781 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -59493.68 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59664.964844 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -59664.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59760.562500 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -59760.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59845.417969 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -59845.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60043.660156 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -60043.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60113.000000 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -60113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60205.140625 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -60205.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60317.125000 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -60317.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60412.539062 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -60412.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60472.832031 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -60472.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60497.566406 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -60497.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60512.417969 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -60512.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60515.210938 Penalty: 2986.427490
	Iteration 12Q: 3 clusters Score -60515.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60516.355469 Penalty: 2986.427490
	Iteration 13Q: 3 clusters Score -60516.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60523.605469 Penalty: 2986.427490
	Iteration 14Q: 3 clusters Score -60523.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60529.578125 Penalty: 2986.427490
	Iteration 15Q: 3 clusters Score -60529.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60546.070312 Penalty: 2986.427490
	Iteration 16Q: 3 clusters Score -60546.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60555.128906 Penalty: 2986.427490
	Iteration 17Q: 3 clusters Score -60555.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60568.476562 Penalty: 2986.427490
	Iteration 18Q: 3 clusters Score -60568.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60574.875000 Penalty: 2986.427490
	Iteration 19Q: 3 clusters Score -60574.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60583.093750 Penalty: 2986.427490
	Iteration 20F: 3 clusters Score -60583.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60597.738281 Penalty: 2986.427490
	Iteration 21Q: 3 clusters Score -60597.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60597.738281 Penalty: 2986.427490
	Iteration 22F: 3 clusters Score -60597.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (19393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Entering Unmasked Estep 
Score: -2448331.750000 Penalty: 2448.421387
	Iteration 0F: 2 clusters Score -2448332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2434725.750000 Penalty: 4896.842773
	Iteration 0F: 3 clusters Score -2434726 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2439216.500000 Penalty: 4896.842773
	Iteration 1F: 3 clusters Score -2439216 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2439629.250000 Penalty: 4896.842773
	Iteration 2F: 3 clusters Score -2439629 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2439909.250000 Penalty: 4896.842773
	Iteration 3Q: 3 clusters Score -2439909 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2440163.750000 Penalty: 4896.842773
	Iteration 4Q: 3 clusters Score -2440164 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2440411.250000 Penalty: 4896.842773
	Iteration 5Q: 3 clusters Score -2440411 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2440703.000000 Penalty: 4896.842773
	Iteration 6Q: 3 clusters Score -2440703 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2441101.000000 Penalty: 4896.842773
	Iteration 7Q: 3 clusters Score -2441101 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2441639.250000 Penalty: 4896.842773
	Iteration 8Q: 3 clusters Score -2441639 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2442341.500000 Penalty: 4896.842773
	Iteration 9Q: 3 clusters Score -2442342 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2443130.000000 Penalty: 4896.842773
	Iteration 10Q: 3 clusters Score -2443130 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2443932.500000 Penalty: 4896.842773
	Iteration 11Q: 3 clusters Score -2443932 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2444548.250000 Penalty: 4896.842773
	Iteration 12Q: 3 clusters Score -2444548 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2445019.500000 Penalty: 4896.842773
	Iteration 13Q: 3 clusters Score -2445020 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2445336.000000 Penalty: 4896.842773
	Iteration 14Q: 3 clusters Score -2445336 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2445599.500000 Penalty: 4896.842773
	Iteration 15Q: 3 clusters Score -2445600 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2445790.000000 Penalty: 4896.842773
	Iteration 16Q: 3 clusters Score -2445790 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2445920.250000 Penalty: 4896.842773
	Iteration 17Q: 3 clusters Score -2445920 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2445999.000000 Penalty: 4896.842773
	Iteration 18Q: 3 clusters Score -2445999 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2446046.250000 Penalty: 4896.842773
	Iteration 19Q: 3 clusters Score -2446046 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2446083.750000 Penalty: 4896.842773
	Iteration 20F: 3 clusters Score -2446084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2446126.750000 Penalty: 4896.842773
	Iteration 21Q: 3 clusters Score -2446127 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2446147.250000 Penalty: 4896.842773
	Iteration 22Q: 3 clusters Score -2446147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2446170.500000 Penalty: 4896.842773
	Iteration 23Q: 3 clusters Score -2446170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2446182.750000 Penalty: 4896.842773
	Iteration 24Q: 3 clusters Score -2446183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2446199.750000 Penalty: 4896.842773
	Iteration 25Q: 3 clusters Score -2446200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2446203.250000 Penalty: 4896.842773
	Iteration 26Q: 3 clusters Score -2446203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2446217.750000 Penalty: 4896.842773
	Iteration 27Q: 3 clusters Score -2446218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2446224.500000 Penalty: 4896.842773
	Iteration 28Q: 3 clusters Score -2446224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2446238.500000 Penalty: 4896.842773
	Iteration 29Q: 3 clusters Score -2446238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2446240.500000 Penalty: 4896.842773
	Iteration 30Q: 3 clusters Score -2446240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2446246.500000 Penalty: 4896.842773
	Iteration 31Q: 3 clusters Score -2446246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2446248.750000 Penalty: 4896.842773
	Iteration 32Q: 3 clusters Score -2446249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2446249.000000 Penalty: 4896.842773
	Iteration 33Q: 3 clusters Score -2446249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2446250.750000 Penalty: 4896.842773
	Iteration 34Q: 3 clusters Score -2446251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2446253.500000 Penalty: 4896.842773
	Iteration 35Q: 3 clusters Score -2446254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2446252.250000 Penalty: 4896.842773
	Iteration 36Q: 3 clusters Score -2446252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2446258.500000 Penalty: 4896.842773
	Iteration 37Q: 3 clusters Score -2446258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2446261.250000 Penalty: 4896.842773
	Iteration 38Q: 3 clusters Score -2446261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2446259.500000 Penalty: 4896.842773
	Iteration 39Q: 3 clusters Score -2446260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2446262.500000 Penalty: 4896.842773
	Iteration 40F: 3 clusters Score -2446262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2446259.500000 Penalty: 4896.842773
	Iteration 41Q: 3 clusters Score -2446260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2446259.750000 Penalty: 4896.842773
	Iteration 42Q: 3 clusters Score -2446260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2446262.000000 Penalty: 4896.842773
	Iteration 43Q: 3 clusters Score -2446262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2446263.750000 Penalty: 4896.842773
	Iteration 44Q: 3 clusters Score -2446264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2446262.750000 Penalty: 4896.842773
	Iteration 45Q: 3 clusters Score -2446263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2446261.000000 Penalty: 4896.842773
	Iteration 46Q: 3 clusters Score -2446261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2446259.500000 Penalty: 4896.842773
	Iteration 47Q: 3 clusters Score -2446260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2446259.500000 Penalty: 4896.842773
	Iteration 48F: 3 clusters Score -2446260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -391336.593750 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -391336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -387959.437500 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -387959.4 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -388663.031250 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -388663 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -388794.937500 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -388794.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -388865.750000 Penalty: 3993.307129
	Iteration 3Q: 3 clusters Score -388865.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -388912.156250 Penalty: 3993.307129
	Iteration 4Q: 3 clusters Score -388912.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -388957.437500 Penalty: 3993.307129
	Iteration 5Q: 3 clusters Score -388957.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -388990.156250 Penalty: 3993.307129
	Iteration 6Q: 3 clusters Score -388990.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -389010.812500 Penalty: 3993.307129
	Iteration 7Q: 3 clusters Score -389010.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -389027.593750 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -389027.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -389036.156250 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -389036.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -389040.875000 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -389040.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -389044.906250 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -389044.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -389051.156250 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -389051.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -389058.281250 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -389058.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -389061.875000 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -389061.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -389065.593750 Penalty: 3993.307129
	Iteration 15Q: 3 clusters Score -389065.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -389071.593750 Penalty: 3993.307129
	Iteration 16Q: 3 clusters Score -389071.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -389075.562500 Penalty: 3993.307129
	Iteration 17Q: 3 clusters Score -389075.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -389080.250000 Penalty: 3993.307129
	Iteration 18Q: 3 clusters Score -389080.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -389082.312500 Penalty: 3993.307129
	Iteration 19Q: 3 clusters Score -389082.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -389085.968750 Penalty: 3993.307129
	Iteration 20F: 3 clusters Score -389086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -389086.531250 Penalty: 3993.307129
	Iteration 21Q: 3 clusters Score -389086.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -389089.093750 Penalty: 3993.307129
	Iteration 22Q: 3 clusters Score -389089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -389091.156250 Penalty: 3993.307129
	Iteration 23Q: 3 clusters Score -389091.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -389092.843750 Penalty: 3993.307129
	Iteration 24Q: 3 clusters Score -389092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -389095.343750 Penalty: 3993.307129
	Iteration 25Q: 3 clusters Score -389095.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -389096.500000 Penalty: 3993.307129
	Iteration 26Q: 3 clusters Score -389096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -389097.062500 Penalty: 3993.307129
	Iteration 27Q: 3 clusters Score -389097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -389099.156250 Penalty: 3993.307129
	Iteration 28Q: 3 clusters Score -389099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -389101.031250 Penalty: 3993.307129
	Iteration 29Q: 3 clusters Score -389101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -389101.812500 Penalty: 3993.307129
	Iteration 30Q: 3 clusters Score -389101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -389102.906250 Penalty: 3993.307129
	Iteration 31Q: 3 clusters Score -389102.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -389102.468750 Penalty: 3993.307129
	Iteration 32Q: 3 clusters Score -389102.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -389103.625000 Penalty: 3993.307129
	Iteration 33Q: 3 clusters Score -389103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -389104.187500 Penalty: 3993.307129
	Iteration 34Q: 3 clusters Score -389104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -389103.625000 Penalty: 3993.307129
	Iteration 35Q: 3 clusters Score -389103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -389105.312500 Penalty: 3993.307129
	Iteration 36Q: 3 clusters Score -389105.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -389105.312500 Penalty: 3993.307129
	Iteration 37F: 3 clusters Score -389105.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -500519.218750 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -500519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -496395.937500 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -496395.9 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -497430.093750 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -497430.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -497753.250000 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -497753.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -498012.218750 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -498012.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -498309.093750 Penalty: 4147.986328
	Iteration 4F: 3 clusters Score -498309.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -498565.781250 Penalty: 4147.986328
	Iteration 5F: 3 clusters Score -498565.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -498788.093750 Penalty: 4147.986328
	Iteration 6F: 3 clusters Score -498788.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -498990.750000 Penalty: 4147.986328
	Iteration 7Q: 3 clusters Score -498990.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -499194.000000 Penalty: 4147.986328
	Iteration 8Q: 3 clusters Score -499194 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -499384.531250 Penalty: 4147.986328
	Iteration 9Q: 3 clusters Score -499384.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -499552.468750 Penalty: 4147.986328
	Iteration 10Q: 3 clusters Score -499552.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -499692.531250 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -499692.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -499774.812500 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -499774.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -499838.875000 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -499838.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -499890.531250 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -499890.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -499933.125000 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -499933.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -499974.531250 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -499974.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -500013.750000 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -500013.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -500045.281250 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -500045.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -500071.656250 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -500071.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -500088.218750 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -500088.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -500096.406250 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -500096.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -500102.125000 Penalty: 4147.986328
	Iteration 22Q: 3 clusters Score -500102.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -500105.812500 Penalty: 4147.986328
	Iteration 23Q: 3 clusters Score -500105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -500107.250000 Penalty: 4147.986328
	Iteration 24Q: 3 clusters Score -500107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -500108.656250 Penalty: 4147.986328
	Iteration 25Q: 3 clusters Score -500108.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -500107.750000 Penalty: 4147.986328
	Iteration 26Q: 3 clusters Score -500107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -500107.750000 Penalty: 4147.986328
	Iteration 27F: 3 clusters Score -500107.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -32322.693359 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -32322.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31010.980469 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -31010.98 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -31331.316406 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -31331.32 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -31584.820312 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -31584.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -31727.937500 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -31727.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -31824.544922 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -31824.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -31895.125000 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -31895.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -31960.175781 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -31960.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -32002.582031 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -32002.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -32027.216797 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -32027.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -32029.173828 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -32029.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -32031.882812 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -32031.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -32036.103516 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -32036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -32039.699219 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -32039.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -32039.699219 Penalty: 3077.460693
	Iteration 13F: 3 clusters Score -32039.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -433885.875000 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -433885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -430213.687500 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -430213.7 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -431034.031250 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -431034 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -431303.156250 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -431303.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -431530.750000 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -431530.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -431769.781250 Penalty: 4076.785645
	Iteration 4F: 3 clusters Score -431769.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -432022.218750 Penalty: 4076.785645
	Iteration 5F: 3 clusters Score -432022.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -432222.062500 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -432222.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -432414.062500 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -432414.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -432564.093750 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -432564.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -432691.562500 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -432691.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -432811.000000 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -432811 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -432910.125000 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -432910.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -432989.187500 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -432989.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -433022.937500 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -433022.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -433062.156250 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -433062.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -433091.093750 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -433091.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -433115.062500 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -433115.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -433134.406250 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -433134.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -433152.656250 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -433152.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -433167.781250 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -433167.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -433185.531250 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -433185.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -433208.093750 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -433208.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -433226.781250 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -433226.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -433255.218750 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -433255.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -433273.750000 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -433273.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -433280.812500 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -433280.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -433283.156250 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -433283.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -433286.437500 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -433286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -433288.750000 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -433288.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -433291.000000 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -433291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -433291.562500 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -433291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -433293.312500 Penalty: 4076.785645
	Iteration 31Q: 3 clusters Score -433293.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -433293.312500 Penalty: 4076.785645
	Iteration 32F: 3 clusters Score -433293.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -1999647.875000 Penalty: 2411.967529
	Iteration 0F: 2 clusters Score -1999648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1987797.750000 Penalty: 4823.935059
	Iteration 0F: 3 clusters Score -1987798 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1991727.875000 Penalty: 4823.935059
	Iteration 1F: 3 clusters Score -1991728 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1992320.625000 Penalty: 4823.935059
	Iteration 2F: 3 clusters Score -1992321 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1992996.125000 Penalty: 4823.935059
	Iteration 3F: 3 clusters Score -1992996 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1993785.750000 Penalty: 4823.935059
	Iteration 4F: 3 clusters Score -1993786 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1994686.375000 Penalty: 4823.935059
	Iteration 5F: 3 clusters Score -1994686 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1995546.750000 Penalty: 4823.935059
	Iteration 6F: 3 clusters Score -1995547 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1996207.750000 Penalty: 4823.935059
	Iteration 7F: 3 clusters Score -1996208 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1996670.000000 Penalty: 4823.935059
	Iteration 8Q: 3 clusters Score -1996670 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1996940.875000 Penalty: 4823.935059
	Iteration 9Q: 3 clusters Score -1996941 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1997130.000000 Penalty: 4823.935059
	Iteration 10Q: 3 clusters Score -1997130 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1997292.625000 Penalty: 4823.935059
	Iteration 11Q: 3 clusters Score -1997293 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1997424.250000 Penalty: 4823.935059
	Iteration 12Q: 3 clusters Score -1997424 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1997513.375000 Penalty: 4823.935059
	Iteration 13Q: 3 clusters Score -1997513 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1997571.125000 Penalty: 4823.935059
	Iteration 14Q: 3 clusters Score -1997571 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1997605.000000 Penalty: 4823.935059
	Iteration 15Q: 3 clusters Score -1997605 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1997632.750000 Penalty: 4823.935059
	Iteration 16Q: 3 clusters Score -1997633 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1997656.625000 Penalty: 4823.935059
	Iteration 17Q: 3 clusters Score -1997657 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1997668.250000 Penalty: 4823.935059
	Iteration 18Q: 3 clusters Score -1997668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1997679.500000 Penalty: 4823.935059
	Iteration 19Q: 3 clusters Score -1997680 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1997698.625000 Penalty: 4823.935059
	Iteration 20F: 3 clusters Score -1997699 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1997718.375000 Penalty: 4823.935059
	Iteration 21Q: 3 clusters Score -1997718 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1997737.500000 Penalty: 4823.935059
	Iteration 22Q: 3 clusters Score -1997738 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1997750.250000 Penalty: 4823.935059
	Iteration 23Q: 3 clusters Score -1997750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1997757.375000 Penalty: 4823.935059
	Iteration 24Q: 3 clusters Score -1997757 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1997765.500000 Penalty: 4823.935059
	Iteration 25Q: 3 clusters Score -1997766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1997767.000000 Penalty: 4823.935059
	Iteration 26Q: 3 clusters Score -1997767 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1997778.000000 Penalty: 4823.935059
	Iteration 27Q: 3 clusters Score -1997778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1997784.750000 Penalty: 4823.935059
	Iteration 28Q: 3 clusters Score -1997785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1997796.625000 Penalty: 4823.935059
	Iteration 29Q: 3 clusters Score -1997797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1997799.375000 Penalty: 4823.935059
	Iteration 30Q: 3 clusters Score -1997799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1997813.625000 Penalty: 4823.935059
	Iteration 31Q: 3 clusters Score -1997814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1997822.125000 Penalty: 4823.935059
	Iteration 32Q: 3 clusters Score -1997822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1997823.000000 Penalty: 4823.935059
	Iteration 33Q: 3 clusters Score -1997823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1997822.750000 Penalty: 4823.935059
	Iteration 34Q: 3 clusters Score -1997823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1997826.250000 Penalty: 4823.935059
	Iteration 35Q: 3 clusters Score -1997826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1997824.750000 Penalty: 4823.935059
	Iteration 36Q: 3 clusters Score -1997825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1997827.750000 Penalty: 4823.935059
	Iteration 37Q: 3 clusters Score -1997828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1997825.625000 Penalty: 4823.935059
	Iteration 38Q: 3 clusters Score -1997826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1997830.500000 Penalty: 4823.935059
	Iteration 39Q: 3 clusters Score -1997830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1997831.750000 Penalty: 4823.935059
	Iteration 40F: 3 clusters Score -1997832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1997833.375000 Penalty: 4823.935059
	Iteration 41Q: 3 clusters Score -1997833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1997829.500000 Penalty: 4823.935059
	Iteration 42Q: 3 clusters Score -1997830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1997829.500000 Penalty: 4823.935059
	Iteration 43F: 3 clusters Score -1997830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -369002.187500 Penalty: 1994.987793
	Iteration 0F: 2 clusters Score -369002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -365663.218750 Penalty: 3989.975586
	Iteration 0F: 3 clusters Score -365663.2 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -366355.312500 Penalty: 3989.975586
	Iteration 1F: 3 clusters Score -366355.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -366527.562500 Penalty: 3989.975586
	Iteration 2F: 3 clusters Score -366527.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -366629.562500 Penalty: 3989.975586
	Iteration 3Q: 3 clusters Score -366629.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -366684.781250 Penalty: 3989.975586
	Iteration 4Q: 3 clusters Score -366684.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -366723.937500 Penalty: 3989.975586
	Iteration 5Q: 3 clusters Score -366723.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -366758.125000 Penalty: 3989.975586
	Iteration 6Q: 3 clusters Score -366758.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -366785.281250 Penalty: 3989.975586
	Iteration 7Q: 3 clusters Score -366785.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -366817.625000 Penalty: 3989.975586
	Iteration 8Q: 3 clusters Score -366817.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -366846.968750 Penalty: 3989.975586
	Iteration 9Q: 3 clusters Score -366847 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -366878.500000 Penalty: 3989.975586
	Iteration 10Q: 3 clusters Score -366878.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -366917.093750 Penalty: 3989.975586
	Iteration 11Q: 3 clusters Score -366917.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -366959.562500 Penalty: 3989.975586
	Iteration 12Q: 3 clusters Score -366959.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -366994.437500 Penalty: 3989.975586
	Iteration 13Q: 3 clusters Score -366994.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -367023.812500 Penalty: 3989.975586
	Iteration 14Q: 3 clusters Score -367023.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -367048.093750 Penalty: 3989.975586
	Iteration 15Q: 3 clusters Score -367048.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -367083.625000 Penalty: 3989.975586
	Iteration 16Q: 3 clusters Score -367083.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -367112.468750 Penalty: 3989.975586
	Iteration 17Q: 3 clusters Score -367112.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -367145.843750 Penalty: 3989.975586
	Iteration 18Q: 3 clusters Score -367145.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -367164.187500 Penalty: 3989.975586
	Iteration 19Q: 3 clusters Score -367164.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -367177.031250 Penalty: 3989.975586
	Iteration 20F: 3 clusters Score -367177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -367193.343750 Penalty: 3989.975586
	Iteration 21Q: 3 clusters Score -367193.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -367211.718750 Penalty: 3989.975586
	Iteration 22Q: 3 clusters Score -367211.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -367220.093750 Penalty: 3989.975586
	Iteration 23Q: 3 clusters Score -367220.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -367226.093750 Penalty: 3989.975586
	Iteration 24Q: 3 clusters Score -367226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -367228.156250 Penalty: 3989.975586
	Iteration 25Q: 3 clusters Score -367228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -367229.812500 Penalty: 3989.975586
	Iteration 26Q: 3 clusters Score -367229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -367230.125000 Penalty: 3989.975586
	Iteration 27Q: 3 clusters Score -367230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -367230.218750 Penalty: 3989.975586
	Iteration 28Q: 3 clusters Score -367230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -367230.906250 Penalty: 3989.975586
	Iteration 29Q: 3 clusters Score -367230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -367230.906250 Penalty: 3989.975586
	Iteration 30F: 3 clusters Score -367230.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -75109.171875 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -75109.17 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 357 members 
Entering Unmasked Estep 
Score: -73389.312500 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -73389.31 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73614.359375 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -73614.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -73715.742188 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -73715.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73773.085938 Penalty: 3257.766602
	Iteration 3Q: 3 clusters Score -73773.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73840.234375 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -73840.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73924.039062 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -73924.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74005.921875 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -74005.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74052.695312 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -74052.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74071.867188 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -74071.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74076.328125 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -74076.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74080.898438 Penalty: 3257.766602
	Iteration 10Q: 3 clusters Score -74080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74081.968750 Penalty: 3257.766602
	Iteration 11Q: 3 clusters Score -74081.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74083.296875 Penalty: 3257.766602
	Iteration 12Q: 3 clusters Score -74083.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74083.296875 Penalty: 3257.766602
	Iteration 13F: 3 clusters Score -74083.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -241321.000000 Penalty: 1829.529175
	Iteration 0F: 2 clusters Score -241321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -239022.171875 Penalty: 3659.058350
	Iteration 0F: 3 clusters Score -239022.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -239563.546875 Penalty: 3659.058350
	Iteration 1F: 3 clusters Score -239563.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -239808.453125 Penalty: 3659.058350
	Iteration 2F: 3 clusters Score -239808.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -240081.187500 Penalty: 3659.058350
	Iteration 3F: 3 clusters Score -240081.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -240288.953125 Penalty: 3659.058350
	Iteration 4F: 3 clusters Score -240289 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -240427.296875 Penalty: 3659.058350
	Iteration 5F: 3 clusters Score -240427.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -240499.375000 Penalty: 3659.058350
	Iteration 6Q: 3 clusters Score -240499.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -240540.078125 Penalty: 3659.058350
	Iteration 7Q: 3 clusters Score -240540.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -240565.093750 Penalty: 3659.058350
	Iteration 8Q: 3 clusters Score -240565.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -240586.265625 Penalty: 3659.058350
	Iteration 9Q: 3 clusters Score -240586.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -240604.859375 Penalty: 3659.058350
	Iteration 10Q: 3 clusters Score -240604.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -240612.937500 Penalty: 3659.058350
	Iteration 11Q: 3 clusters Score -240612.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -240619.015625 Penalty: 3659.058350
	Iteration 12Q: 3 clusters Score -240619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -240623.140625 Penalty: 3659.058350
	Iteration 13Q: 3 clusters Score -240623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -240626.390625 Penalty: 3659.058350
	Iteration 14Q: 3 clusters Score -240626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -240634.406250 Penalty: 3659.058350
	Iteration 15Q: 3 clusters Score -240634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -240635.500000 Penalty: 3659.058350
	Iteration 16Q: 3 clusters Score -240635.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -240635.500000 Penalty: 3659.058350
	Iteration 17F: 3 clusters Score -240635.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -180523.937500 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -180523.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -178195.875000 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -178195.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -178544.453125 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -178544.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -178656.609375 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -178656.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -178716.796875 Penalty: 3629.337402
	Iteration 3Q: 3 clusters Score -178716.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -178751.296875 Penalty: 3629.337402
	Iteration 4Q: 3 clusters Score -178751.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -178774.671875 Penalty: 3629.337402
	Iteration 5Q: 3 clusters Score -178774.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -178801.328125 Penalty: 3629.337402
	Iteration 6Q: 3 clusters Score -178801.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -178820.156250 Penalty: 3629.337402
	Iteration 7Q: 3 clusters Score -178820.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -178842.234375 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -178842.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -178856.531250 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -178856.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -178864.375000 Penalty: 3629.337402
	Iteration 10Q: 3 clusters Score -178864.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -178877.171875 Penalty: 3629.337402
	Iteration 11Q: 3 clusters Score -178877.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -178884.984375 Penalty: 3629.337402
	Iteration 12Q: 3 clusters Score -178885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -178891.125000 Penalty: 3629.337402
	Iteration 13Q: 3 clusters Score -178891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -178895.968750 Penalty: 3629.337402
	Iteration 14Q: 3 clusters Score -178896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -178900.687500 Penalty: 3629.337402
	Iteration 15Q: 3 clusters Score -178900.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -178904.250000 Penalty: 3629.337402
	Iteration 16Q: 3 clusters Score -178904.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -178911.500000 Penalty: 3629.337402
	Iteration 17Q: 3 clusters Score -178911.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -178915.562500 Penalty: 3629.337402
	Iteration 18Q: 3 clusters Score -178915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -178920.625000 Penalty: 3629.337402
	Iteration 19Q: 3 clusters Score -178920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -178923.796875 Penalty: 3629.337402
	Iteration 20F: 3 clusters Score -178923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -178931.125000 Penalty: 3629.337402
	Iteration 21Q: 3 clusters Score -178931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -178934.359375 Penalty: 3629.337402
	Iteration 22Q: 3 clusters Score -178934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -178937.890625 Penalty: 3629.337402
	Iteration 23Q: 3 clusters Score -178937.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -178941.343750 Penalty: 3629.337402
	Iteration 24Q: 3 clusters Score -178941.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -178942.625000 Penalty: 3629.337402
	Iteration 25Q: 3 clusters Score -178942.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -178946.312500 Penalty: 3629.337402
	Iteration 26Q: 3 clusters Score -178946.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -178946.765625 Penalty: 3629.337402
	Iteration 27Q: 3 clusters Score -178946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -178947.640625 Penalty: 3629.337402
	Iteration 28Q: 3 clusters Score -178947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -178948.453125 Penalty: 3629.337402
	Iteration 29Q: 3 clusters Score -178948.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -178948.453125 Penalty: 3629.337402
	Iteration 30F: 3 clusters Score -178948.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -259135.578125 Penalty: 1909.336182
	Iteration 0F: 2 clusters Score -259135.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -256393.890625 Penalty: 3818.672363
	Iteration 0F: 3 clusters Score -256393.9 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -256894.453125 Penalty: 3818.672363
	Iteration 1F: 3 clusters Score -256894.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -257046.031250 Penalty: 3818.672363
	Iteration 2F: 3 clusters Score -257046 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -257150.546875 Penalty: 3818.672363
	Iteration 3Q: 3 clusters Score -257150.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -257227.296875 Penalty: 3818.672363
	Iteration 4Q: 3 clusters Score -257227.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -257283.515625 Penalty: 3818.672363
	Iteration 5Q: 3 clusters Score -257283.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -257338.656250 Penalty: 3818.672363
	Iteration 6Q: 3 clusters Score -257338.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -257391.968750 Penalty: 3818.672363
	Iteration 7Q: 3 clusters Score -257392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -257443.453125 Penalty: 3818.672363
	Iteration 8Q: 3 clusters Score -257443.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -257495.109375 Penalty: 3818.672363
	Iteration 9Q: 3 clusters Score -257495.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -257561.687500 Penalty: 3818.672363
	Iteration 10Q: 3 clusters Score -257561.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -257626.109375 Penalty: 3818.672363
	Iteration 11Q: 3 clusters Score -257626.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -257684.312500 Penalty: 3818.672363
	Iteration 12Q: 3 clusters Score -257684.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -257718.406250 Penalty: 3818.672363
	Iteration 13Q: 3 clusters Score -257718.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -257737.156250 Penalty: 3818.672363
	Iteration 14Q: 3 clusters Score -257737.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -257759.093750 Penalty: 3818.672363
	Iteration 15Q: 3 clusters Score -257759.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -257773.968750 Penalty: 3818.672363
	Iteration 16Q: 3 clusters Score -257774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -257787.484375 Penalty: 3818.672363
	Iteration 17Q: 3 clusters Score -257787.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -257799.234375 Penalty: 3818.672363
	Iteration 18Q: 3 clusters Score -257799.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -257804.703125 Penalty: 3818.672363
	Iteration 19Q: 3 clusters Score -257804.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -257805.265625 Penalty: 3818.672363
	Iteration 20F: 3 clusters Score -257805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -257806.375000 Penalty: 3818.672363
	Iteration 21Q: 3 clusters Score -257806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -257809.453125 Penalty: 3818.672363
	Iteration 22Q: 3 clusters Score -257809.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -257812.765625 Penalty: 3818.672363
	Iteration 23Q: 3 clusters Score -257812.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -257818.859375 Penalty: 3818.672363
	Iteration 24Q: 3 clusters Score -257818.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -257830.812500 Penalty: 3818.672363
	Iteration 25Q: 3 clusters Score -257830.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -257839.312500 Penalty: 3818.672363
	Iteration 26Q: 3 clusters Score -257839.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -257845.765625 Penalty: 3818.672363
	Iteration 27Q: 3 clusters Score -257845.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -257850.203125 Penalty: 3818.672363
	Iteration 28Q: 3 clusters Score -257850.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -257854.437500 Penalty: 3818.672363
	Iteration 29Q: 3 clusters Score -257854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -257860.796875 Penalty: 3818.672363
	Iteration 30Q: 3 clusters Score -257860.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -257867.265625 Penalty: 3818.672363
	Iteration 31Q: 3 clusters Score -257867.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -257872.203125 Penalty: 3818.672363
	Iteration 32Q: 3 clusters Score -257872.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -257872.875000 Penalty: 3818.672363
	Iteration 33Q: 3 clusters Score -257872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -257875.093750 Penalty: 3818.672363
	Iteration 34Q: 3 clusters Score -257875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -257875.093750 Penalty: 3818.672363
	Iteration 35F: 3 clusters Score -257875.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (91322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Entering Unmasked Estep 
Score: -11132433.000000 Penalty: 2832.692383
	Iteration 0F: 2 clusters Score -1.113243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -11071033.000000 Penalty: 5665.384766
	Iteration 0F: 3 clusters Score -1.107103e+07 nChanged 43148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -11095489.000000 Penalty: 5665.384766
	Iteration 1F: 3 clusters Score -1.109549e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -11096262.000000 Penalty: 5665.384766
	Iteration 2Q: 3 clusters Score -1.109626e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -11097167.000000 Penalty: 5665.384766
	Iteration 3Q: 3 clusters Score -1.109717e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -11098408.000000 Penalty: 5665.384766
	Iteration 4Q: 3 clusters Score -1.109841e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -11100270.000000 Penalty: 5665.384766
	Iteration 5Q: 3 clusters Score -1.110027e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -11102489.000000 Penalty: 5665.384766
	Iteration 6F: 3 clusters Score -1.110249e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -11105107.000000 Penalty: 5665.384766
	Iteration 7F: 3 clusters Score -1.110511e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -11107737.000000 Penalty: 5665.384766
	Iteration 8F: 3 clusters Score -1.110774e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -11110039.000000 Penalty: 5665.384766
	Iteration 9F: 3 clusters Score -1.111004e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -11111868.000000 Penalty: 5665.384766
	Iteration 10Q: 3 clusters Score -1.111187e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -11113353.000000 Penalty: 5665.384766
	Iteration 11Q: 3 clusters Score -1.111335e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -11114639.000000 Penalty: 5665.384766
	Iteration 12Q: 3 clusters Score -1.111464e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -11115760.000000 Penalty: 5665.384766
	Iteration 13Q: 3 clusters Score -1.111576e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -11117137.000000 Penalty: 5665.384766
	Iteration 14Q: 3 clusters Score -1.111714e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -11118701.000000 Penalty: 5665.384766
	Iteration 15Q: 3 clusters Score -1.11187e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -11120500.000000 Penalty: 5665.384766
	Iteration 16Q: 3 clusters Score -1.11205e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74528 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -11122401.000000 Penalty: 5665.384766
	Iteration 17Q: 3 clusters Score -1.11224e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -11124263.000000 Penalty: 5665.384766
	Iteration 18Q: 3 clusters Score -1.112426e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -11125816.000000 Penalty: 5665.384766
	Iteration 19Q: 3 clusters Score -1.112582e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -11127119.000000 Penalty: 5665.384766
	Iteration 20F: 3 clusters Score -1.112712e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -11127982.000000 Penalty: 5665.384766
	Iteration 21Q: 3 clusters Score -1.112798e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86724 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -11128718.000000 Penalty: 5665.384766
	Iteration 22Q: 3 clusters Score -1.112872e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -11129120.000000 Penalty: 5665.384766
	Iteration 23Q: 3 clusters Score -1.112912e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -11129458.000000 Penalty: 5665.384766
	Iteration 24Q: 3 clusters Score -1.112946e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -11129684.000000 Penalty: 5665.384766
	Iteration 25Q: 3 clusters Score -1.112968e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -11129814.000000 Penalty: 5665.384766
	Iteration 26Q: 3 clusters Score -1.112981e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89351 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -11129911.000000 Penalty: 5665.384766
	Iteration 27Q: 3 clusters Score -1.112991e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -11129983.000000 Penalty: 5665.384766
	Iteration 28Q: 3 clusters Score -1.112998e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -11130032.000000 Penalty: 5665.384766
	Iteration 29Q: 3 clusters Score -1.113003e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89699 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -11130040.000000 Penalty: 5665.384766
	Iteration 30Q: 3 clusters Score -1.113004e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -11130080.000000 Penalty: 5665.384766
	Iteration 31Q: 3 clusters Score -1.113008e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89823 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -11130116.000000 Penalty: 5665.384766
	Iteration 32Q: 3 clusters Score -1.113012e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -11130141.000000 Penalty: 5665.384766
	Iteration 33Q: 3 clusters Score -1.113014e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -11130158.000000 Penalty: 5665.384766
	Iteration 34Q: 3 clusters Score -1.113016e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11130185.000000 Penalty: 5665.384766
	Iteration 35Q: 3 clusters Score -1.113018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89978 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -11130192.000000 Penalty: 5665.384766
	Iteration 36Q: 3 clusters Score -1.113019e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89999 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -11130189.000000 Penalty: 5665.384766
	Iteration 37Q: 3 clusters Score -1.113019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11130194.000000 Penalty: 5665.384766
	Iteration 38Q: 3 clusters Score -1.113019e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -11130208.000000 Penalty: 5665.384766
	Iteration 39Q: 3 clusters Score -1.113021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -11130218.000000 Penalty: 5665.384766
	Iteration 40F: 3 clusters Score -1.113022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90060 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11130229.000000 Penalty: 5665.384766
	Iteration 41Q: 3 clusters Score -1.113023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -11130232.000000 Penalty: 5665.384766
	Iteration 42Q: 3 clusters Score -1.113023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -11130222.000000 Penalty: 5665.384766
	Iteration 43Q: 3 clusters Score -1.113022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -11130226.000000 Penalty: 5665.384766
	Iteration 44Q: 3 clusters Score -1.113023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11130228.000000 Penalty: 5665.384766
	Iteration 45Q: 3 clusters Score -1.113023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -11130246.000000 Penalty: 5665.384766
	Iteration 46Q: 3 clusters Score -1.113025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90097 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -11130246.000000 Penalty: 5665.384766
	Iteration 47Q: 3 clusters Score -1.113025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90111 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -11130256.000000 Penalty: 5665.384766
	Iteration 48Q: 3 clusters Score -1.113026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90125 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -11130267.000000 Penalty: 5665.384766
	Iteration 49Q: 3 clusters Score -1.113027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11130266.000000 Penalty: 5665.384766
	Iteration 50Q: 3 clusters Score -1.113027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -11130286.000000 Penalty: 5665.384766
	Iteration 51Q: 3 clusters Score -1.113029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11130283.000000 Penalty: 5665.384766
	Iteration 52Q: 3 clusters Score -1.113028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11130294.000000 Penalty: 5665.384766
	Iteration 53Q: 3 clusters Score -1.113029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -11130289.000000 Penalty: 5665.384766
	Iteration 54Q: 3 clusters Score -1.113029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90181 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11130295.000000 Penalty: 5665.384766
	Iteration 55Q: 3 clusters Score -1.11303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90185 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11130285.000000 Penalty: 5665.384766
	Iteration 56Q: 3 clusters Score -1.113028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -11130296.000000 Penalty: 5665.384766
	Iteration 57Q: 3 clusters Score -1.11303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11130297.000000 Penalty: 5665.384766
	Iteration 58Q: 3 clusters Score -1.11303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90193 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11130300.000000 Penalty: 5665.384766
	Iteration 59Q: 3 clusters Score -1.11303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -11130294.000000 Penalty: 5665.384766
	Iteration 60F: 3 clusters Score -1.113029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -11130292.000000 Penalty: 5665.384766
	Iteration 61Q: 3 clusters Score -1.113029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -11130292.000000 Penalty: 5665.384766
	Iteration 62F: 3 clusters Score -1.113029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -428868.937500 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -428868.9 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 1818 members 
Entering Unmasked Estep 
Score: -425176.562500 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -425176.6 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -425943.250000 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -425943.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -426124.343750 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -426124.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -426262.968750 Penalty: 4071.006348
	Iteration 3F: 3 clusters Score -426263 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -426362.218750 Penalty: 4071.006348
	Iteration 4Q: 3 clusters Score -426362.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -426447.093750 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -426447.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -426535.000000 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -426535 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -426620.000000 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -426620 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -426712.062500 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -426712.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -426819.093750 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -426819.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -426943.437500 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -426943.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -427051.531250 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -427051.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -427153.125000 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -427153.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -427271.187500 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -427271.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -427359.031250 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -427359 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -427412.468750 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -427412.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -427463.625000 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -427463.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -427517.843750 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -427517.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -427557.250000 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -427557.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -427591.156250 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -427591.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -427621.500000 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -427621.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -427645.656250 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -427645.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -427658.343750 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -427658.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -427669.218750 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -427669.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -427673.593750 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -427673.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -427676.843750 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -427676.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -427678.531250 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -427678.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -427681.218750 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -427681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -427683.000000 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -427683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -427684.875000 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -427684.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -427686.000000 Penalty: 4071.006348
	Iteration 30Q: 3 clusters Score -427686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -427686.718750 Penalty: 4071.006348
	Iteration 31Q: 3 clusters Score -427686.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -427686.906250 Penalty: 4071.006348
	Iteration 32Q: 3 clusters Score -427686.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -427686.906250 Penalty: 4071.006348
	Iteration 33F: 3 clusters Score -427686.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -954161.500000 Penalty: 2227.799805
	Iteration 0F: 2 clusters Score -954161.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -947723.687500 Penalty: 4455.599609
	Iteration 0F: 3 clusters Score -947723.7 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -949415.125000 Penalty: 4455.599609
	Iteration 1F: 3 clusters Score -949415.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -949716.812500 Penalty: 4455.599609
	Iteration 2F: 3 clusters Score -949716.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -949907.187500 Penalty: 4455.599609
	Iteration 3F: 3 clusters Score -949907.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -950037.750000 Penalty: 4455.599609
	Iteration 4Q: 3 clusters Score -950037.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -950143.750000 Penalty: 4455.599609
	Iteration 5Q: 3 clusters Score -950143.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -950250.312500 Penalty: 4455.599609
	Iteration 6Q: 3 clusters Score -950250.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -950363.375000 Penalty: 4455.599609
	Iteration 7Q: 3 clusters Score -950363.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -950462.187500 Penalty: 4455.599609
	Iteration 8Q: 3 clusters Score -950462.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -950556.687500 Penalty: 4455.599609
	Iteration 9Q: 3 clusters Score -950556.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -950664.125000 Penalty: 4455.599609
	Iteration 10Q: 3 clusters Score -950664.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -950790.812500 Penalty: 4455.599609
	Iteration 11Q: 3 clusters Score -950790.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -950907.625000 Penalty: 4455.599609
	Iteration 12Q: 3 clusters Score -950907.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -950998.562500 Penalty: 4455.599609
	Iteration 13Q: 3 clusters Score -950998.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -951069.312500 Penalty: 4455.599609
	Iteration 14Q: 3 clusters Score -951069.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -951130.437500 Penalty: 4455.599609
	Iteration 15Q: 3 clusters Score -951130.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -951194.187500 Penalty: 4455.599609
	Iteration 16Q: 3 clusters Score -951194.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -951259.000000 Penalty: 4455.599609
	Iteration 17Q: 3 clusters Score -951259 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -951328.500000 Penalty: 4455.599609
	Iteration 18Q: 3 clusters Score -951328.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -951393.812500 Penalty: 4455.599609
	Iteration 19Q: 3 clusters Score -951393.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -951467.437500 Penalty: 4455.599609
	Iteration 20F: 3 clusters Score -951467.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -951536.750000 Penalty: 4455.599609
	Iteration 21Q: 3 clusters Score -951536.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -951595.625000 Penalty: 4455.599609
	Iteration 22Q: 3 clusters Score -951595.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -951652.750000 Penalty: 4455.599609
	Iteration 23Q: 3 clusters Score -951652.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -951724.375000 Penalty: 4455.599609
	Iteration 24Q: 3 clusters Score -951724.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -951795.500000 Penalty: 4455.599609
	Iteration 25Q: 3 clusters Score -951795.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -951858.687500 Penalty: 4455.599609
	Iteration 26Q: 3 clusters Score -951858.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -951914.375000 Penalty: 4455.599609
	Iteration 27Q: 3 clusters Score -951914.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -951978.875000 Penalty: 4455.599609
	Iteration 28Q: 3 clusters Score -951978.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -952044.062500 Penalty: 4455.599609
	Iteration 29Q: 3 clusters Score -952044.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -952104.250000 Penalty: 4455.599609
	Iteration 30Q: 3 clusters Score -952104.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -952141.562500 Penalty: 4455.599609
	Iteration 31Q: 3 clusters Score -952141.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -952175.375000 Penalty: 4455.599609
	Iteration 32Q: 3 clusters Score -952175.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -952209.625000 Penalty: 4455.599609
	Iteration 33Q: 3 clusters Score -952209.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -952242.062500 Penalty: 4455.599609
	Iteration 34Q: 3 clusters Score -952242.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -952268.062500 Penalty: 4455.599609
	Iteration 35Q: 3 clusters Score -952268.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -952282.625000 Penalty: 4455.599609
	Iteration 36Q: 3 clusters Score -952282.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -952302.062500 Penalty: 4455.599609
	Iteration 37Q: 3 clusters Score -952302.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -952317.937500 Penalty: 4455.599609
	Iteration 38Q: 3 clusters Score -952317.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -952331.937500 Penalty: 4455.599609
	Iteration 39Q: 3 clusters Score -952331.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -952347.750000 Penalty: 4455.599609
	Iteration 40F: 3 clusters Score -952347.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -952363.312500 Penalty: 4455.599609
	Iteration 41Q: 3 clusters Score -952363.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -952373.875000 Penalty: 4455.599609
	Iteration 42Q: 3 clusters Score -952373.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -952382.812500 Penalty: 4455.599609
	Iteration 43Q: 3 clusters Score -952382.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -952386.000000 Penalty: 4455.599609
	Iteration 44Q: 3 clusters Score -952386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -952387.312500 Penalty: 4455.599609
	Iteration 45Q: 3 clusters Score -952387.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -952390.437500 Penalty: 4455.599609
	Iteration 46Q: 3 clusters Score -952390.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -952392.000000 Penalty: 4455.599609
	Iteration 47Q: 3 clusters Score -952392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -952391.875000 Penalty: 4455.599609
	Iteration 48Q: 3 clusters Score -952391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -952391.687500 Penalty: 4455.599609
	Iteration 49Q: 3 clusters Score -952391.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -952393.125000 Penalty: 4455.599609
	Iteration 50Q: 3 clusters Score -952393.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -952393.437500 Penalty: 4455.599609
	Iteration 51Q: 3 clusters Score -952393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -952394.562500 Penalty: 4455.599609
	Iteration 52Q: 3 clusters Score -952394.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -952396.437500 Penalty: 4455.599609
	Iteration 53Q: 3 clusters Score -952396.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -952396.437500 Penalty: 4455.599609
	Iteration 54F: 3 clusters Score -952396.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (228827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228827 members 
Entering Unmasked Estep 
Score: -27920580.000000 Penalty: 3060.498779
	Iteration 0F: 2 clusters Score -2.792058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114323 members 
Mstep: Class 2 contains 114504 members 
Entering Unmasked Estep 
Score: -27778068.000000 Penalty: 6120.997559
	Iteration 0F: 3 clusters Score -2.777807e+07 nChanged 110257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110864 members 
Mstep: Class 2 contains 117963 members 
Entering Unmasked Estep 
Score: -27844050.000000 Penalty: 6120.997559
	Iteration 1F: 3 clusters Score -2.784405e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107855 members 
Mstep: Class 2 contains 120972 members 
Entering Unmasked Estep 
Score: -27847340.000000 Penalty: 6120.997559
	Iteration 2Q: 3 clusters Score -2.784734e+07 nChanged 11513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103124 members 
Mstep: Class 2 contains 125703 members 
Entering Unmasked Estep 
Score: -27852520.000000 Penalty: 6120.997559
	Iteration 3F: 3 clusters Score -2.785252e+07 nChanged 13814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 132361 members 
Entering Unmasked Estep 
Score: -27859738.000000 Penalty: 6120.997559
	Iteration 4F: 3 clusters Score -2.785974e+07 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 140927 members 
Entering Unmasked Estep 
Score: -27867212.000000 Penalty: 6120.997559
	Iteration 5F: 3 clusters Score -2.786721e+07 nChanged 14795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 151104 members 
Entering Unmasked Estep 
Score: -27874276.000000 Penalty: 6120.997559
	Iteration 6F: 3 clusters Score -2.787428e+07 nChanged 14006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 162130 members 
Entering Unmasked Estep 
Score: -27881136.000000 Penalty: 6120.997559
	Iteration 7F: 3 clusters Score -2.788114e+07 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 173473 members 
Entering Unmasked Estep 
Score: -27887436.000000 Penalty: 6120.997559
	Iteration 8F: 3 clusters Score -2.788744e+07 nChanged 12227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 184818 members 
Entering Unmasked Estep 
Score: -27894054.000000 Penalty: 6120.997559
	Iteration 9F: 3 clusters Score -2.789405e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 196311 members 
Entering Unmasked Estep 
Score: -27901022.000000 Penalty: 6120.997559
	Iteration 10F: 3 clusters Score -2.790102e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 207284 members 
Entering Unmasked Estep 
Score: -27907330.000000 Penalty: 6120.997559
	Iteration 11Q: 3 clusters Score -2.790733e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 216381 members 
Entering Unmasked Estep 
Score: -27912434.000000 Penalty: 6120.997559
	Iteration 12Q: 3 clusters Score -2.791243e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 222659 members 
Entering Unmasked Estep 
Score: -27915638.000000 Penalty: 6120.997559
	Iteration 13Q: 3 clusters Score -2.791564e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 225930 members 
Entering Unmasked Estep 
Score: -27917270.000000 Penalty: 6120.997559
	Iteration 14Q: 3 clusters Score -2.791727e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 227291 members 
Entering Unmasked Estep 
Score: -27917874.000000 Penalty: 6120.997559
	Iteration 15Q: 3 clusters Score -2.791787e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 227767 members 
Entering Unmasked Estep 
Score: -27918218.000000 Penalty: 6120.997559
	Iteration 16Q: 3 clusters Score -2.791822e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 227935 members 
Entering Unmasked Estep 
Score: -27918320.000000 Penalty: 6120.997559
	Iteration 17Q: 3 clusters Score -2.791832e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 227992 members 
Entering Unmasked Estep 
Score: -27918444.000000 Penalty: 6120.997559
	Iteration 18Q: 3 clusters Score -2.791844e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 228017 members 
Entering Unmasked Estep 
Score: -27918448.000000 Penalty: 6120.997559
	Iteration 19Q: 3 clusters Score -2.791845e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 228023 members 
Entering Unmasked Estep 
Score: -27918502.000000 Penalty: 6120.997559
	Iteration 20F: 3 clusters Score -2.79185e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 228036 members 
Entering Unmasked Estep 
Score: -27918546.000000 Penalty: 6120.997559
	Iteration 21Q: 3 clusters Score -2.791855e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 228048 members 
Entering Unmasked Estep 
Score: -27918570.000000 Penalty: 6120.997559
	Iteration 22Q: 3 clusters Score -2.791857e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 228051 members 
Entering Unmasked Estep 
Score: -27918580.000000 Penalty: 6120.997559
	Iteration 23Q: 3 clusters Score -2.791858e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 228056 members 
Entering Unmasked Estep 
Score: -27918586.000000 Penalty: 6120.997559
	Iteration 24Q: 3 clusters Score -2.791859e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 228066 members 
Entering Unmasked Estep 
Score: -27918586.000000 Penalty: 6120.997559
	Iteration 25Q: 3 clusters Score -2.791859e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 228068 members 
Entering Unmasked Estep 
Score: -27918584.000000 Penalty: 6120.997559
	Iteration 26Q: 3 clusters Score -2.791858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 228069 members 
Entering Unmasked Estep 
Score: -27918602.000000 Penalty: 6120.997559
	Iteration 27Q: 3 clusters Score -2.79186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 228071 members 
Entering Unmasked Estep 
Score: -27918594.000000 Penalty: 6120.997559
	Iteration 28Q: 3 clusters Score -2.791859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 228072 members 
Entering Unmasked Estep 
Score: -27918604.000000 Penalty: 6120.997559
	Iteration 29Q: 3 clusters Score -2.79186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 228074 members 
Entering Unmasked Estep 
Score: -27918604.000000 Penalty: 6120.997559
	Iteration 30Q: 3 clusters Score -2.79186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 228076 members 
Entering Unmasked Estep 
Score: -27918598.000000 Penalty: 6120.997559
	Iteration 31Q: 3 clusters Score -2.79186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 228079 members 
Entering Unmasked Estep 
Score: -27918618.000000 Penalty: 6120.997559
	Iteration 32Q: 3 clusters Score -2.791862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 228077 members 
Entering Unmasked Estep 
Score: -27918628.000000 Penalty: 6120.997559
	Iteration 33Q: 3 clusters Score -2.791863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 228078 members 
Entering Unmasked Estep 
Score: -27918620.000000 Penalty: 6120.997559
	Iteration 34Q: 3 clusters Score -2.791862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 228080 members 
Entering Unmasked Estep 
Score: -27918626.000000 Penalty: 6120.997559
	Iteration 35Q: 3 clusters Score -2.791863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 228079 members 
Entering Unmasked Estep 
Score: -27918628.000000 Penalty: 6120.997559
	Iteration 36Q: 3 clusters Score -2.791863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 228078 members 
Entering Unmasked Estep 
Score: -27918626.000000 Penalty: 6120.997559
	Iteration 37Q: 3 clusters Score -2.791863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 228079 members 
Entering Unmasked Estep 
Score: -27918620.000000 Penalty: 6120.997559
	Iteration 38Q: 3 clusters Score -2.791862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 228078 members 
Entering Unmasked Estep 
Score: -27918612.000000 Penalty: 6120.997559
	Iteration 39Q: 3 clusters Score -2.791861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 228078 members 
Entering Unmasked Estep 
Score: -27918612.000000 Penalty: 6120.997559
	Iteration 40F: 3 clusters Score -2.791861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -239496.328125 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -239496.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -236840.671875 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -236840.7 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -237305.421875 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -237305.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -237442.500000 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -237442.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -237526.609375 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -237526.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -237574.546875 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -237574.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -237601.062500 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -237601.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -237620.000000 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -237620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -237636.531250 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -237636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -237647.812500 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -237647.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -237659.796875 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -237659.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -237668.906250 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -237668.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -237678.359375 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -237678.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -237685.625000 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -237685.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -237688.375000 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -237688.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237694.296875 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -237694.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -237699.750000 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -237699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -237701.125000 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -237701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -237702.531250 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -237702.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -237706.250000 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -237706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -237709.359375 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -237709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -237712.890625 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -237712.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -237717.812500 Penalty: 3784.949463
	Iteration 21Q: 3 clusters Score -237717.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -237723.609375 Penalty: 3784.949463
	Iteration 22Q: 3 clusters Score -237723.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -237726.796875 Penalty: 3784.949463
	Iteration 23Q: 3 clusters Score -237726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -237728.000000 Penalty: 3784.949463
	Iteration 24Q: 3 clusters Score -237728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -237728.906250 Penalty: 3784.949463
	Iteration 25Q: 3 clusters Score -237728.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -237729.406250 Penalty: 3784.949463
	Iteration 26Q: 3 clusters Score -237729.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -237733.406250 Penalty: 3784.949463
	Iteration 27Q: 3 clusters Score -237733.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -237736.968750 Penalty: 3784.949463
	Iteration 28Q: 3 clusters Score -237737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -237741.265625 Penalty: 3784.949463
	Iteration 29Q: 3 clusters Score -237741.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -237745.484375 Penalty: 3784.949463
	Iteration 30Q: 3 clusters Score -237745.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -237749.078125 Penalty: 3784.949463
	Iteration 31Q: 3 clusters Score -237749.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -237752.296875 Penalty: 3784.949463
	Iteration 32Q: 3 clusters Score -237752.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -237754.796875 Penalty: 3784.949463
	Iteration 33Q: 3 clusters Score -237754.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -237758.250000 Penalty: 3784.949463
	Iteration 34Q: 3 clusters Score -237758.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -237762.203125 Penalty: 3784.949463
	Iteration 35Q: 3 clusters Score -237762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -237762.203125 Penalty: 3784.949463
	Iteration 36F: 3 clusters Score -237762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -985504.937500 Penalty: 2240.924805
	Iteration 0F: 2 clusters Score -985504.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -978897.500000 Penalty: 4481.849609
	Iteration 0F: 3 clusters Score -978897.5 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -980720.750000 Penalty: 4481.849609
	Iteration 1F: 3 clusters Score -980720.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -980985.500000 Penalty: 4481.849609
	Iteration 2F: 3 clusters Score -980985.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -981173.687500 Penalty: 4481.849609
	Iteration 3Q: 3 clusters Score -981173.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -981315.250000 Penalty: 4481.849609
	Iteration 4Q: 3 clusters Score -981315.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -981436.625000 Penalty: 4481.849609
	Iteration 5Q: 3 clusters Score -981436.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -981532.750000 Penalty: 4481.849609
	Iteration 6Q: 3 clusters Score -981532.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -981627.937500 Penalty: 4481.849609
	Iteration 7Q: 3 clusters Score -981627.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -981724.125000 Penalty: 4481.849609
	Iteration 8Q: 3 clusters Score -981724.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -981830.875000 Penalty: 4481.849609
	Iteration 9Q: 3 clusters Score -981830.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -981963.312500 Penalty: 4481.849609
	Iteration 10Q: 3 clusters Score -981963.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -982103.562500 Penalty: 4481.849609
	Iteration 11Q: 3 clusters Score -982103.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -982249.625000 Penalty: 4481.849609
	Iteration 12Q: 3 clusters Score -982249.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -982389.312500 Penalty: 4481.849609
	Iteration 13Q: 3 clusters Score -982389.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -982535.000000 Penalty: 4481.849609
	Iteration 14Q: 3 clusters Score -982535 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -982658.875000 Penalty: 4481.849609
	Iteration 15Q: 3 clusters Score -982658.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -982758.250000 Penalty: 4481.849609
	Iteration 16Q: 3 clusters Score -982758.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -982853.000000 Penalty: 4481.849609
	Iteration 17Q: 3 clusters Score -982853 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -982929.250000 Penalty: 4481.849609
	Iteration 18Q: 3 clusters Score -982929.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -983017.312500 Penalty: 4481.849609
	Iteration 19Q: 3 clusters Score -983017.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -983101.812500 Penalty: 4481.849609
	Iteration 20F: 3 clusters Score -983101.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -983174.125000 Penalty: 4481.849609
	Iteration 21Q: 3 clusters Score -983174.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -983228.625000 Penalty: 4481.849609
	Iteration 22Q: 3 clusters Score -983228.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -983267.437500 Penalty: 4481.849609
	Iteration 23Q: 3 clusters Score -983267.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -983302.500000 Penalty: 4481.849609
	Iteration 24Q: 3 clusters Score -983302.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -983326.250000 Penalty: 4481.849609
	Iteration 25Q: 3 clusters Score -983326.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -983337.562500 Penalty: 4481.849609
	Iteration 26Q: 3 clusters Score -983337.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -983348.937500 Penalty: 4481.849609
	Iteration 27Q: 3 clusters Score -983348.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -983363.437500 Penalty: 4481.849609
	Iteration 28Q: 3 clusters Score -983363.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -983375.000000 Penalty: 4481.849609
	Iteration 29Q: 3 clusters Score -983375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -983380.125000 Penalty: 4481.849609
	Iteration 30Q: 3 clusters Score -983380.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -983387.562500 Penalty: 4481.849609
	Iteration 31Q: 3 clusters Score -983387.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -983391.687500 Penalty: 4481.849609
	Iteration 32Q: 3 clusters Score -983391.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -983397.937500 Penalty: 4481.849609
	Iteration 33Q: 3 clusters Score -983397.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -983402.562500 Penalty: 4481.849609
	Iteration 34Q: 3 clusters Score -983402.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -983407.562500 Penalty: 4481.849609
	Iteration 35Q: 3 clusters Score -983407.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -983408.000000 Penalty: 4481.849609
	Iteration 36Q: 3 clusters Score -983408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -983407.187500 Penalty: 4481.849609
	Iteration 37Q: 3 clusters Score -983407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -983407.187500 Penalty: 4481.849609
	Iteration 38F: 3 clusters Score -983407.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (6208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Entering Unmasked Estep 
Score: -712276.062500 Penalty: 2165.931396
	Iteration 0F: 2 clusters Score -712276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -707054.187500 Penalty: 4331.862793
	Iteration 0F: 3 clusters Score -707054.2 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -708500.812500 Penalty: 4331.862793
	Iteration 1F: 3 clusters Score -708500.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -708834.062500 Penalty: 4331.862793
	Iteration 2F: 3 clusters Score -708834.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -709062.250000 Penalty: 4331.862793
	Iteration 3F: 3 clusters Score -709062.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -709233.250000 Penalty: 4331.862793
	Iteration 4Q: 3 clusters Score -709233.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -709406.312500 Penalty: 4331.862793
	Iteration 5Q: 3 clusters Score -709406.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -709576.312500 Penalty: 4331.862793
	Iteration 6Q: 3 clusters Score -709576.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -709726.937500 Penalty: 4331.862793
	Iteration 7Q: 3 clusters Score -709726.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -709867.875000 Penalty: 4331.862793
	Iteration 8Q: 3 clusters Score -709867.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -710031.687500 Penalty: 4331.862793
	Iteration 9Q: 3 clusters Score -710031.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -710205.000000 Penalty: 4331.862793
	Iteration 10Q: 3 clusters Score -710205 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -710366.750000 Penalty: 4331.862793
	Iteration 11Q: 3 clusters Score -710366.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -710513.187500 Penalty: 4331.862793
	Iteration 12Q: 3 clusters Score -710513.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -710632.750000 Penalty: 4331.862793
	Iteration 13Q: 3 clusters Score -710632.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -710725.375000 Penalty: 4331.862793
	Iteration 14Q: 3 clusters Score -710725.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -710794.562500 Penalty: 4331.862793
	Iteration 15Q: 3 clusters Score -710794.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -710855.812500 Penalty: 4331.862793
	Iteration 16Q: 3 clusters Score -710855.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -710894.687500 Penalty: 4331.862793
	Iteration 17Q: 3 clusters Score -710894.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -710919.750000 Penalty: 4331.862793
	Iteration 18Q: 3 clusters Score -710919.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -710943.437500 Penalty: 4331.862793
	Iteration 19Q: 3 clusters Score -710943.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -710966.500000 Penalty: 4331.862793
	Iteration 20F: 3 clusters Score -710966.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -710998.437500 Penalty: 4331.862793
	Iteration 21Q: 3 clusters Score -710998.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -711043.875000 Penalty: 4331.862793
	Iteration 22Q: 3 clusters Score -711043.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -711081.125000 Penalty: 4331.862793
	Iteration 23Q: 3 clusters Score -711081.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -711101.937500 Penalty: 4331.862793
	Iteration 24Q: 3 clusters Score -711101.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -711126.875000 Penalty: 4331.862793
	Iteration 25Q: 3 clusters Score -711126.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -711156.437500 Penalty: 4331.862793
	Iteration 26Q: 3 clusters Score -711156.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -711185.875000 Penalty: 4331.862793
	Iteration 27Q: 3 clusters Score -711185.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -711208.062500 Penalty: 4331.862793
	Iteration 28Q: 3 clusters Score -711208.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -711220.437500 Penalty: 4331.862793
	Iteration 29Q: 3 clusters Score -711220.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -711226.062500 Penalty: 4331.862793
	Iteration 30Q: 3 clusters Score -711226.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -711235.062500 Penalty: 4331.862793
	Iteration 31Q: 3 clusters Score -711235.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -711238.875000 Penalty: 4331.862793
	Iteration 32Q: 3 clusters Score -711238.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -711237.625000 Penalty: 4331.862793
	Iteration 33Q: 3 clusters Score -711237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -711239.750000 Penalty: 4331.862793
	Iteration 34Q: 3 clusters Score -711239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -711241.750000 Penalty: 4331.862793
	Iteration 35Q: 3 clusters Score -711241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -711242.937500 Penalty: 4331.862793
	Iteration 36Q: 3 clusters Score -711242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -711246.375000 Penalty: 4331.862793
	Iteration 37Q: 3 clusters Score -711246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -711247.250000 Penalty: 4331.862793
	Iteration 38Q: 3 clusters Score -711247.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -711246.500000 Penalty: 4331.862793
	Iteration 39Q: 3 clusters Score -711246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -711246.500000 Penalty: 4331.862793
	Iteration 40F: 3 clusters Score -711246.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (10112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Entering Unmasked Estep 
Score: -1092077.750000 Penalty: 2286.926758
	Iteration 0F: 2 clusters Score -1092078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1084319.750000 Penalty: 4573.853516
	Iteration 0F: 3 clusters Score -1084320 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1086692.250000 Penalty: 4573.853516
	Iteration 1F: 3 clusters Score -1086692 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1087139.750000 Penalty: 4573.853516
	Iteration 2F: 3 clusters Score -1087140 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1087521.875000 Penalty: 4573.853516
	Iteration 3F: 3 clusters Score -1087522 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1087841.125000 Penalty: 4573.853516
	Iteration 4F: 3 clusters Score -1087841 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1088132.250000 Penalty: 4573.853516
	Iteration 5Q: 3 clusters Score -1088132 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1088396.875000 Penalty: 4573.853516
	Iteration 6Q: 3 clusters Score -1088397 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1088630.625000 Penalty: 4573.853516
	Iteration 7Q: 3 clusters Score -1088631 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1088840.625000 Penalty: 4573.853516
	Iteration 8Q: 3 clusters Score -1088841 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1089026.875000 Penalty: 4573.853516
	Iteration 9Q: 3 clusters Score -1089027 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1089207.125000 Penalty: 4573.853516
	Iteration 10Q: 3 clusters Score -1089207 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1089366.875000 Penalty: 4573.853516
	Iteration 11Q: 3 clusters Score -1089367 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1089527.250000 Penalty: 4573.853516
	Iteration 12Q: 3 clusters Score -1089527 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1089666.125000 Penalty: 4573.853516
	Iteration 13Q: 3 clusters Score -1089666 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1089817.875000 Penalty: 4573.853516
	Iteration 14Q: 3 clusters Score -1089818 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1089967.750000 Penalty: 4573.853516
	Iteration 15Q: 3 clusters Score -1089968 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1090106.875000 Penalty: 4573.853516
	Iteration 16Q: 3 clusters Score -1090107 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1090228.375000 Penalty: 4573.853516
	Iteration 17Q: 3 clusters Score -1090228 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1090360.750000 Penalty: 4573.853516
	Iteration 18Q: 3 clusters Score -1090361 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1090461.875000 Penalty: 4573.853516
	Iteration 19Q: 3 clusters Score -1090462 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1090558.000000 Penalty: 4573.853516
	Iteration 20F: 3 clusters Score -1090558 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1090617.625000 Penalty: 4573.853516
	Iteration 21Q: 3 clusters Score -1090618 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1090648.375000 Penalty: 4573.853516
	Iteration 22Q: 3 clusters Score -1090648 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1090671.500000 Penalty: 4573.853516
	Iteration 23Q: 3 clusters Score -1090672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1090692.125000 Penalty: 4573.853516
	Iteration 24Q: 3 clusters Score -1090692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1090709.000000 Penalty: 4573.853516
	Iteration 25Q: 3 clusters Score -1090709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1090716.625000 Penalty: 4573.853516
	Iteration 26Q: 3 clusters Score -1090717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1090726.250000 Penalty: 4573.853516
	Iteration 27Q: 3 clusters Score -1090726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1090730.750000 Penalty: 4573.853516
	Iteration 28Q: 3 clusters Score -1090731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1090733.750000 Penalty: 4573.853516
	Iteration 29Q: 3 clusters Score -1090734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1090740.875000 Penalty: 4573.853516
	Iteration 30Q: 3 clusters Score -1090741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1090748.000000 Penalty: 4573.853516
	Iteration 31Q: 3 clusters Score -1090748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1090754.875000 Penalty: 4573.853516
	Iteration 32Q: 3 clusters Score -1090755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1090754.125000 Penalty: 4573.853516
	Iteration 33Q: 3 clusters Score -1090754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1090757.500000 Penalty: 4573.853516
	Iteration 34Q: 3 clusters Score -1090758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1090758.875000 Penalty: 4573.853516
	Iteration 35Q: 3 clusters Score -1090759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1090761.625000 Penalty: 4573.853516
	Iteration 36Q: 3 clusters Score -1090762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1090761.375000 Penalty: 4573.853516
	Iteration 37Q: 3 clusters Score -1090761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1090762.375000 Penalty: 4573.853516
	Iteration 38Q: 3 clusters Score -1090762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1090765.500000 Penalty: 4573.853516
	Iteration 39Q: 3 clusters Score -1090766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1090771.000000 Penalty: 4573.853516
	Iteration 40F: 3 clusters Score -1090771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1090770.375000 Penalty: 4573.853516
	Iteration 41Q: 3 clusters Score -1090770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1090773.875000 Penalty: 4573.853516
	Iteration 42Q: 3 clusters Score -1090774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1090772.250000 Penalty: 4573.853516
	Iteration 43Q: 3 clusters Score -1090772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1090774.625000 Penalty: 4573.853516
	Iteration 44Q: 3 clusters Score -1090775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1090775.750000 Penalty: 4573.853516
	Iteration 45Q: 3 clusters Score -1090776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1090781.375000 Penalty: 4573.853516
	Iteration 46Q: 3 clusters Score -1090781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1090783.375000 Penalty: 4573.853516
	Iteration 47Q: 3 clusters Score -1090783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1090782.125000 Penalty: 4573.853516
	Iteration 48Q: 3 clusters Score -1090782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1090784.750000 Penalty: 4573.853516
	Iteration 49Q: 3 clusters Score -1090785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1090784.000000 Penalty: 4573.853516
	Iteration 50Q: 3 clusters Score -1090784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1090785.125000 Penalty: 4573.853516
	Iteration 51Q: 3 clusters Score -1090785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1090782.875000 Penalty: 4573.853516
	Iteration 52Q: 3 clusters Score -1090783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1090783.750000 Penalty: 4573.853516
	Iteration 53Q: 3 clusters Score -1090784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1090783.750000 Penalty: 4573.853516
	Iteration 54F: 3 clusters Score -1090784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -372073.156250 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -372073.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -369214.625000 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -369214.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -370008.843750 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -370008.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -370494.687500 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -370494.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -370750.156250 Penalty: 3849.614258
	Iteration 3F: 3 clusters Score -370750.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -370931.343750 Penalty: 3849.614258
	Iteration 4F: 3 clusters Score -370931.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -371064.312500 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -371064.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -371153.687500 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -371153.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -371219.593750 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -371219.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -371266.031250 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -371266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -371293.843750 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -371293.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -371315.218750 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -371315.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -371329.250000 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -371329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -371336.937500 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -371336.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -371344.500000 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -371344.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -371354.875000 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -371354.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -371367.093750 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -371367.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -371374.000000 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -371374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -371383.843750 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -371383.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -371402.187500 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -371402.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -371414.687500 Penalty: 3849.614258
	Iteration 19Q: 3 clusters Score -371414.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -371421.937500 Penalty: 3849.614258
	Iteration 20F: 3 clusters Score -371421.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -371433.718750 Penalty: 3849.614258
	Iteration 21Q: 3 clusters Score -371433.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -371436.375000 Penalty: 3849.614258
	Iteration 22Q: 3 clusters Score -371436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -371438.312500 Penalty: 3849.614258
	Iteration 23Q: 3 clusters Score -371438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -371440.625000 Penalty: 3849.614258
	Iteration 24Q: 3 clusters Score -371440.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -371441.843750 Penalty: 3849.614258
	Iteration 25Q: 3 clusters Score -371441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -371443.718750 Penalty: 3849.614258
	Iteration 26Q: 3 clusters Score -371443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -371445.437500 Penalty: 3849.614258
	Iteration 27Q: 3 clusters Score -371445.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -371447.687500 Penalty: 3849.614258
	Iteration 28Q: 3 clusters Score -371447.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -371450.343750 Penalty: 3849.614258
	Iteration 29Q: 3 clusters Score -371450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -371451.125000 Penalty: 3849.614258
	Iteration 30Q: 3 clusters Score -371451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -371453.062500 Penalty: 3849.614258
	Iteration 31Q: 3 clusters Score -371453.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -371454.218750 Penalty: 3849.614258
	Iteration 32Q: 3 clusters Score -371454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -371457.500000 Penalty: 3849.614258
	Iteration 33Q: 3 clusters Score -371457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -371459.937500 Penalty: 3849.614258
	Iteration 34Q: 3 clusters Score -371459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -371464.000000 Penalty: 3849.614258
	Iteration 35Q: 3 clusters Score -371464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -371467.656250 Penalty: 3849.614258
	Iteration 36Q: 3 clusters Score -371467.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -371471.531250 Penalty: 3849.614258
	Iteration 37Q: 3 clusters Score -371471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -371472.750000 Penalty: 3849.614258
	Iteration 38Q: 3 clusters Score -371472.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -371472.750000 Penalty: 3849.614258
	Iteration 39F: 3 clusters Score -371472.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -65081.281250 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -65081.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63489.089844 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -63489.09 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63894.714844 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -63894.71 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64276.406250 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -64276.41 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64758.062500 Penalty: 3247.205566
	Iteration 3F: 3 clusters Score -64758.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64977.718750 Penalty: 3247.205566
	Iteration 4F: 3 clusters Score -64977.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65104.492188 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -65104.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -65171.511719 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -65171.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65237.011719 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -65237.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65252.066406 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -65252.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65257.378906 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -65257.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65260.175781 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -65260.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65261.093750 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -65261.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65261.093750 Penalty: 3247.205566
	Iteration 12F: 3 clusters Score -65261.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 330 members 
Entering Unmasked Estep 
Score: -154541776.000000 Penalty: 293480.187500
Splitting cluster 63 changes total score from -154543520.000000 to -154541776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -204902.500000 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -204902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -202432.312500 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -202432.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -202856.187500 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -202856.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -202988.125000 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -202988.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -203085.656250 Penalty: 3713.916016
	Iteration 3Q: 3 clusters Score -203085.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -203240.796875 Penalty: 3713.916016
	Iteration 4Q: 3 clusters Score -203240.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -203431.515625 Penalty: 3713.916016
	Iteration 5F: 3 clusters Score -203431.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -203642.890625 Penalty: 3713.916016
	Iteration 6F: 3 clusters Score -203642.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -203894.625000 Penalty: 3713.916016
	Iteration 7F: 3 clusters Score -203894.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -204198.703125 Penalty: 3713.916016
	Iteration 8F: 3 clusters Score -204198.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -204501.781250 Penalty: 3713.916016
	Iteration 9F: 3 clusters Score -204501.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -204677.078125 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -204677.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -204741.312500 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -204741.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -204769.515625 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -204769.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -204784.843750 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -204784.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -204805.656250 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -204805.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -204821.062500 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -204821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -204827.562500 Penalty: 3713.916016
	Iteration 16Q: 3 clusters Score -204827.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -204832.250000 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -204832.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -204836.921875 Penalty: 3713.916016
	Iteration 18Q: 3 clusters Score -204836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -204842.109375 Penalty: 3713.916016
	Iteration 19Q: 3 clusters Score -204842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -204844.078125 Penalty: 3713.916016
	Iteration 20F: 3 clusters Score -204844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -204845.375000 Penalty: 3713.916016
	Iteration 21Q: 3 clusters Score -204845.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -204845.375000 Penalty: 3713.916016
	Iteration 22F: 3 clusters Score -204845.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -336356.156250 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -336356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -333308.281250 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -333308.3 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -333960.500000 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -333960.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -334141.062500 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -334141.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -334248.250000 Penalty: 3943.274414
	Iteration 3Q: 3 clusters Score -334248.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -334347.125000 Penalty: 3943.274414
	Iteration 4Q: 3 clusters Score -334347.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -334418.781250 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -334418.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -334459.562500 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -334459.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -334480.437500 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -334480.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -334499.750000 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -334499.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -334515.281250 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -334515.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -334527.468750 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -334527.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -334535.375000 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -334535.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -334543.875000 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -334543.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -334548.250000 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -334548.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -334551.687500 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -334551.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -334554.656250 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -334554.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -334558.000000 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -334558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -334561.187500 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -334561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -334563.281250 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -334563.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -334565.250000 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -334565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -334566.531250 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -334566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -334566.875000 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -334566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -334567.750000 Penalty: 3943.274414
	Iteration 22Q: 3 clusters Score -334567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -334567.750000 Penalty: 3943.274414
	Iteration 23F: 3 clusters Score -334567.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Entering Unmasked Estep 
Score: -843312.375000 Penalty: 2219.474854
	Iteration 0F: 2 clusters Score -843312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -837111.250000 Penalty: 4438.949707
	Iteration 0F: 3 clusters Score -837111.2 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -838912.562500 Penalty: 4438.949707
	Iteration 1F: 3 clusters Score -838912.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -839386.125000 Penalty: 4438.949707
	Iteration 2F: 3 clusters Score -839386.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -839780.500000 Penalty: 4438.949707
	Iteration 3F: 3 clusters Score -839780.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -840096.187500 Penalty: 4438.949707
	Iteration 4F: 3 clusters Score -840096.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -840312.125000 Penalty: 4438.949707
	Iteration 5F: 3 clusters Score -840312.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -840479.062500 Penalty: 4438.949707
	Iteration 6Q: 3 clusters Score -840479.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -840635.375000 Penalty: 4438.949707
	Iteration 7Q: 3 clusters Score -840635.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -840796.937500 Penalty: 4438.949707
	Iteration 8Q: 3 clusters Score -840796.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -840936.812500 Penalty: 4438.949707
	Iteration 9Q: 3 clusters Score -840936.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -841069.500000 Penalty: 4438.949707
	Iteration 10Q: 3 clusters Score -841069.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -841181.375000 Penalty: 4438.949707
	Iteration 11Q: 3 clusters Score -841181.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -841292.000000 Penalty: 4438.949707
	Iteration 12Q: 3 clusters Score -841292 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -841402.375000 Penalty: 4438.949707
	Iteration 13Q: 3 clusters Score -841402.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -841496.812500 Penalty: 4438.949707
	Iteration 14Q: 3 clusters Score -841496.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -841575.000000 Penalty: 4438.949707
	Iteration 15Q: 3 clusters Score -841575 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -841629.812500 Penalty: 4438.949707
	Iteration 16Q: 3 clusters Score -841629.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -841676.875000 Penalty: 4438.949707
	Iteration 17Q: 3 clusters Score -841676.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -841701.187500 Penalty: 4438.949707
	Iteration 18Q: 3 clusters Score -841701.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -841712.625000 Penalty: 4438.949707
	Iteration 19Q: 3 clusters Score -841712.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -841720.125000 Penalty: 4438.949707
	Iteration 20F: 3 clusters Score -841720.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -841730.312500 Penalty: 4438.949707
	Iteration 21Q: 3 clusters Score -841730.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -841741.000000 Penalty: 4438.949707
	Iteration 22Q: 3 clusters Score -841741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -841744.125000 Penalty: 4438.949707
	Iteration 23Q: 3 clusters Score -841744.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -841750.062500 Penalty: 4438.949707
	Iteration 24Q: 3 clusters Score -841750.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -841757.062500 Penalty: 4438.949707
	Iteration 25Q: 3 clusters Score -841757.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -841765.125000 Penalty: 4438.949707
	Iteration 26Q: 3 clusters Score -841765.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -841771.625000 Penalty: 4438.949707
	Iteration 27Q: 3 clusters Score -841771.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -841778.250000 Penalty: 4438.949707
	Iteration 28Q: 3 clusters Score -841778.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -841781.500000 Penalty: 4438.949707
	Iteration 29Q: 3 clusters Score -841781.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -841785.625000 Penalty: 4438.949707
	Iteration 30Q: 3 clusters Score -841785.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -841788.000000 Penalty: 4438.949707
	Iteration 31Q: 3 clusters Score -841788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -841791.812500 Penalty: 4438.949707
	Iteration 32Q: 3 clusters Score -841791.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -841793.375000 Penalty: 4438.949707
	Iteration 33Q: 3 clusters Score -841793.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -841797.750000 Penalty: 4438.949707
	Iteration 34Q: 3 clusters Score -841797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -841798.687500 Penalty: 4438.949707
	Iteration 35Q: 3 clusters Score -841798.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -841802.687500 Penalty: 4438.949707
	Iteration 36Q: 3 clusters Score -841802.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -841808.062500 Penalty: 4438.949707
	Iteration 37Q: 3 clusters Score -841808.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -841811.687500 Penalty: 4438.949707
	Iteration 38Q: 3 clusters Score -841811.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -841812.937500 Penalty: 4438.949707
	Iteration 39Q: 3 clusters Score -841812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -841813.625000 Penalty: 4438.949707
	Iteration 40F: 3 clusters Score -841813.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -841813.562500 Penalty: 4438.949707
	Iteration 41Q: 3 clusters Score -841813.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -841814.437500 Penalty: 4438.949707
	Iteration 42Q: 3 clusters Score -841814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -841818.000000 Penalty: 4438.949707
	Iteration 43Q: 3 clusters Score -841818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -841820.812500 Penalty: 4438.949707
	Iteration 44Q: 3 clusters Score -841820.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -841823.437500 Penalty: 4438.949707
	Iteration 45Q: 3 clusters Score -841823.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -841825.187500 Penalty: 4438.949707
	Iteration 46Q: 3 clusters Score -841825.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -841826.437500 Penalty: 4438.949707
	Iteration 47Q: 3 clusters Score -841826.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -841828.312500 Penalty: 4438.949707
	Iteration 48Q: 3 clusters Score -841828.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -841829.437500 Penalty: 4438.949707
	Iteration 49Q: 3 clusters Score -841829.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -841828.000000 Penalty: 4438.949707
	Iteration 50Q: 3 clusters Score -841828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -841834.375000 Penalty: 4438.949707
	Iteration 51Q: 3 clusters Score -841834.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -841836.000000 Penalty: 4438.949707
	Iteration 52Q: 3 clusters Score -841836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -841841.187500 Penalty: 4438.949707
	Iteration 53Q: 3 clusters Score -841841.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -841844.750000 Penalty: 4438.949707
	Iteration 54Q: 3 clusters Score -841844.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -841846.875000 Penalty: 4438.949707
	Iteration 55Q: 3 clusters Score -841846.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -841852.187500 Penalty: 4438.949707
	Iteration 56Q: 3 clusters Score -841852.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -841857.062500 Penalty: 4438.949707
	Iteration 57Q: 3 clusters Score -841857.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -841860.250000 Penalty: 4438.949707
	Iteration 58Q: 3 clusters Score -841860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -841861.000000 Penalty: 4438.949707
	Iteration 59Q: 3 clusters Score -841861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -841863.937500 Penalty: 4438.949707
	Iteration 60F: 3 clusters Score -841863.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -841867.187500 Penalty: 4438.949707
	Iteration 61Q: 3 clusters Score -841867.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -841868.500000 Penalty: 4438.949707
	Iteration 62Q: 3 clusters Score -841868.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -841869.875000 Penalty: 4438.949707
	Iteration 63Q: 3 clusters Score -841869.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -841873.000000 Penalty: 4438.949707
	Iteration 64Q: 3 clusters Score -841873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -841873.187500 Penalty: 4438.949707
	Iteration 65Q: 3 clusters Score -841873.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -841874.375000 Penalty: 4438.949707
	Iteration 66Q: 3 clusters Score -841874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -841873.312500 Penalty: 4438.949707
	Iteration 67Q: 3 clusters Score -841873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -841873.125000 Penalty: 4438.949707
	Iteration 68Q: 3 clusters Score -841873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -841872.562500 Penalty: 4438.949707
	Iteration 69Q: 3 clusters Score -841872.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -841878.437500 Penalty: 4438.949707
	Iteration 70Q: 3 clusters Score -841878.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -841877.812500 Penalty: 4438.949707
	Iteration 71Q: 3 clusters Score -841877.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -841880.562500 Penalty: 4438.949707
	Iteration 72Q: 3 clusters Score -841880.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -841882.125000 Penalty: 4438.949707
	Iteration 73Q: 3 clusters Score -841882.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -841886.062500 Penalty: 4438.949707
	Iteration 74Q: 3 clusters Score -841886.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -841889.625000 Penalty: 4438.949707
	Iteration 75Q: 3 clusters Score -841889.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -841895.812500 Penalty: 4438.949707
	Iteration 76Q: 3 clusters Score -841895.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -841902.625000 Penalty: 4438.949707
	Iteration 77Q: 3 clusters Score -841902.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -841905.875000 Penalty: 4438.949707
	Iteration 78Q: 3 clusters Score -841905.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -841912.375000 Penalty: 4438.949707
	Iteration 79Q: 3 clusters Score -841912.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -841912.937500 Penalty: 4438.949707
	Iteration 80F: 3 clusters Score -841912.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -841915.500000 Penalty: 4438.949707
	Iteration 81Q: 3 clusters Score -841915.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -841915.937500 Penalty: 4438.949707
	Iteration 82Q: 3 clusters Score -841915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -841919.000000 Penalty: 4438.949707
	Iteration 83Q: 3 clusters Score -841919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -841921.125000 Penalty: 4438.949707
	Iteration 84Q: 3 clusters Score -841921.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -841922.437500 Penalty: 4438.949707
	Iteration 85Q: 3 clusters Score -841922.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -841924.812500 Penalty: 4438.949707
	Iteration 86Q: 3 clusters Score -841924.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -841931.250000 Penalty: 4438.949707
	Iteration 87Q: 3 clusters Score -841931.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -841933.312500 Penalty: 4438.949707
	Iteration 88Q: 3 clusters Score -841933.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -841938.625000 Penalty: 4438.949707
	Iteration 89Q: 3 clusters Score -841938.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -841943.250000 Penalty: 4438.949707
	Iteration 90Q: 3 clusters Score -841943.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -841947.937500 Penalty: 4438.949707
	Iteration 91Q: 3 clusters Score -841947.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -841956.000000 Penalty: 4438.949707
	Iteration 92Q: 3 clusters Score -841956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -841962.937500 Penalty: 4438.949707
	Iteration 93Q: 3 clusters Score -841962.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -841969.625000 Penalty: 4438.949707
	Iteration 94Q: 3 clusters Score -841969.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -841975.562500 Penalty: 4438.949707
	Iteration 95Q: 3 clusters Score -841975.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -841980.625000 Penalty: 4438.949707
	Iteration 96Q: 3 clusters Score -841980.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -841990.500000 Penalty: 4438.949707
	Iteration 97Q: 3 clusters Score -841990.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -842000.250000 Penalty: 4438.949707
	Iteration 98Q: 3 clusters Score -842000.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -842008.812500 Penalty: 4438.949707
	Iteration 99Q: 3 clusters Score -842008.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -842012.937500 Penalty: 4438.949707
	Iteration 100F: 3 clusters Score -842012.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -842025.375000 Penalty: 4438.949707
	Iteration 101Q: 3 clusters Score -842025.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -842035.687500 Penalty: 4438.949707
	Iteration 102Q: 3 clusters Score -842035.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -842042.125000 Penalty: 4438.949707
	Iteration 103Q: 3 clusters Score -842042.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -842047.625000 Penalty: 4438.949707
	Iteration 104Q: 3 clusters Score -842047.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -842052.625000 Penalty: 4438.949707
	Iteration 105Q: 3 clusters Score -842052.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -842055.312500 Penalty: 4438.949707
	Iteration 106Q: 3 clusters Score -842055.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -842063.312500 Penalty: 4438.949707
	Iteration 107Q: 3 clusters Score -842063.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -842067.875000 Penalty: 4438.949707
	Iteration 108Q: 3 clusters Score -842067.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -842074.500000 Penalty: 4438.949707
	Iteration 109Q: 3 clusters Score -842074.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -842087.875000 Penalty: 4438.949707
	Iteration 110Q: 3 clusters Score -842087.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -842094.375000 Penalty: 4438.949707
	Iteration 111Q: 3 clusters Score -842094.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -842105.000000 Penalty: 4438.949707
	Iteration 112Q: 3 clusters Score -842105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -842112.937500 Penalty: 4438.949707
	Iteration 113Q: 3 clusters Score -842112.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -842120.125000 Penalty: 4438.949707
	Iteration 114Q: 3 clusters Score -842120.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -842128.875000 Penalty: 4438.949707
	Iteration 115Q: 3 clusters Score -842128.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -842133.187500 Penalty: 4438.949707
	Iteration 116Q: 3 clusters Score -842133.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -842133.500000 Penalty: 4438.949707
	Iteration 117Q: 3 clusters Score -842133.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -842136.000000 Penalty: 4438.949707
	Iteration 118Q: 3 clusters Score -842136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -842136.562500 Penalty: 4438.949707
	Iteration 119Q: 3 clusters Score -842136.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -842136.937500 Penalty: 4438.949707
	Iteration 120F: 3 clusters Score -842136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -842135.250000 Penalty: 4438.949707
	Iteration 121Q: 3 clusters Score -842135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -842135.875000 Penalty: 4438.949707
	Iteration 122Q: 3 clusters Score -842135.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -842135.875000 Penalty: 4438.949707
	Iteration 123F: 3 clusters Score -842135.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (6890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Entering Unmasked Estep 
Score: -814440.062500 Penalty: 2191.781006
	Iteration 0F: 2 clusters Score -814440.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -808668.187500 Penalty: 4383.562012
	Iteration 0F: 3 clusters Score -808668.2 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -810183.437500 Penalty: 4383.562012
	Iteration 1F: 3 clusters Score -810183.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -810548.750000 Penalty: 4383.562012
	Iteration 2F: 3 clusters Score -810548.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -810887.562500 Penalty: 4383.562012
	Iteration 3F: 3 clusters Score -810887.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -811258.312500 Penalty: 4383.562012
	Iteration 4F: 3 clusters Score -811258.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -811569.750000 Penalty: 4383.562012
	Iteration 5F: 3 clusters Score -811569.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -811876.187500 Penalty: 4383.562012
	Iteration 6F: 3 clusters Score -811876.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -812218.062500 Penalty: 4383.562012
	Iteration 7F: 3 clusters Score -812218.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -812633.812500 Penalty: 4383.562012
	Iteration 8F: 3 clusters Score -812633.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -813029.875000 Penalty: 4383.562012
	Iteration 9F: 3 clusters Score -813029.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -813289.437500 Penalty: 4383.562012
	Iteration 10Q: 3 clusters Score -813289.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -813528.437500 Penalty: 4383.562012
	Iteration 11Q: 3 clusters Score -813528.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -813726.000000 Penalty: 4383.562012
	Iteration 12Q: 3 clusters Score -813726 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -813816.687500 Penalty: 4383.562012
	Iteration 13Q: 3 clusters Score -813816.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -813854.562500 Penalty: 4383.562012
	Iteration 14Q: 3 clusters Score -813854.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -813878.375000 Penalty: 4383.562012
	Iteration 15Q: 3 clusters Score -813878.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -813890.250000 Penalty: 4383.562012
	Iteration 16Q: 3 clusters Score -813890.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -813895.250000 Penalty: 4383.562012
	Iteration 17Q: 3 clusters Score -813895.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -813901.625000 Penalty: 4383.562012
	Iteration 18Q: 3 clusters Score -813901.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -813902.375000 Penalty: 4383.562012
	Iteration 19Q: 3 clusters Score -813902.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -813904.437500 Penalty: 4383.562012
	Iteration 20F: 3 clusters Score -813904.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -813905.687500 Penalty: 4383.562012
	Iteration 21Q: 3 clusters Score -813905.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -813905.750000 Penalty: 4383.562012
	Iteration 22Q: 3 clusters Score -813905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -813905.437500 Penalty: 4383.562012
	Iteration 23Q: 3 clusters Score -813905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -813906.875000 Penalty: 4383.562012
	Iteration 24Q: 3 clusters Score -813906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -813906.875000 Penalty: 4383.562012
	Iteration 25F: 3 clusters Score -813906.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -771365.937500 Penalty: 2173.988525
	Iteration 0F: 2 clusters Score -771365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -765938.187500 Penalty: 4347.977051
	Iteration 0F: 3 clusters Score -765938.2 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -767315.250000 Penalty: 4347.977051
	Iteration 1F: 3 clusters Score -767315.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -767547.500000 Penalty: 4347.977051
	Iteration 2F: 3 clusters Score -767547.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -767701.687500 Penalty: 4347.977051
	Iteration 3Q: 3 clusters Score -767701.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -767829.750000 Penalty: 4347.977051
	Iteration 4Q: 3 clusters Score -767829.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -767938.750000 Penalty: 4347.977051
	Iteration 5Q: 3 clusters Score -767938.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -768042.000000 Penalty: 4347.977051
	Iteration 6Q: 3 clusters Score -768042 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -768168.875000 Penalty: 4347.977051
	Iteration 7Q: 3 clusters Score -768168.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -768312.187500 Penalty: 4347.977051
	Iteration 8Q: 3 clusters Score -768312.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -768441.750000 Penalty: 4347.977051
	Iteration 9Q: 3 clusters Score -768441.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -768556.250000 Penalty: 4347.977051
	Iteration 10Q: 3 clusters Score -768556.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -768651.875000 Penalty: 4347.977051
	Iteration 11Q: 3 clusters Score -768651.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -768724.875000 Penalty: 4347.977051
	Iteration 12Q: 3 clusters Score -768724.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -768792.562500 Penalty: 4347.977051
	Iteration 13Q: 3 clusters Score -768792.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -768852.437500 Penalty: 4347.977051
	Iteration 14Q: 3 clusters Score -768852.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -768910.625000 Penalty: 4347.977051
	Iteration 15Q: 3 clusters Score -768910.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -768955.062500 Penalty: 4347.977051
	Iteration 16Q: 3 clusters Score -768955.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -768998.812500 Penalty: 4347.977051
	Iteration 17Q: 3 clusters Score -768998.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -769031.375000 Penalty: 4347.977051
	Iteration 18Q: 3 clusters Score -769031.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -769054.437500 Penalty: 4347.977051
	Iteration 19Q: 3 clusters Score -769054.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -769074.625000 Penalty: 4347.977051
	Iteration 20F: 3 clusters Score -769074.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -769088.937500 Penalty: 4347.977051
	Iteration 21Q: 3 clusters Score -769088.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -769102.875000 Penalty: 4347.977051
	Iteration 22Q: 3 clusters Score -769102.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -769114.750000 Penalty: 4347.977051
	Iteration 23Q: 3 clusters Score -769114.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -769123.875000 Penalty: 4347.977051
	Iteration 24Q: 3 clusters Score -769123.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -769131.687500 Penalty: 4347.977051
	Iteration 25Q: 3 clusters Score -769131.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -769137.062500 Penalty: 4347.977051
	Iteration 26Q: 3 clusters Score -769137.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -769146.250000 Penalty: 4347.977051
	Iteration 27Q: 3 clusters Score -769146.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -769150.312500 Penalty: 4347.977051
	Iteration 28Q: 3 clusters Score -769150.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -769155.437500 Penalty: 4347.977051
	Iteration 29Q: 3 clusters Score -769155.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -769163.062500 Penalty: 4347.977051
	Iteration 30Q: 3 clusters Score -769163.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -769172.812500 Penalty: 4347.977051
	Iteration 31Q: 3 clusters Score -769172.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -769177.000000 Penalty: 4347.977051
	Iteration 32Q: 3 clusters Score -769177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -769182.312500 Penalty: 4347.977051
	Iteration 33Q: 3 clusters Score -769182.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -769187.000000 Penalty: 4347.977051
	Iteration 34Q: 3 clusters Score -769187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -769189.625000 Penalty: 4347.977051
	Iteration 35Q: 3 clusters Score -769189.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -769192.375000 Penalty: 4347.977051
	Iteration 36Q: 3 clusters Score -769192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -769194.125000 Penalty: 4347.977051
	Iteration 37Q: 3 clusters Score -769194.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -769193.812500 Penalty: 4347.977051
	Iteration 38Q: 3 clusters Score -769193.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -769197.187500 Penalty: 4347.977051
	Iteration 39Q: 3 clusters Score -769197.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -769198.500000 Penalty: 4347.977051
	Iteration 40F: 3 clusters Score -769198.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -769198.750000 Penalty: 4347.977051
	Iteration 41Q: 3 clusters Score -769198.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -769197.562500 Penalty: 4347.977051
	Iteration 42Q: 3 clusters Score -769197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -769198.000000 Penalty: 4347.977051
	Iteration 43Q: 3 clusters Score -769198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -769198.500000 Penalty: 4347.977051
	Iteration 44Q: 3 clusters Score -769198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -769200.187500 Penalty: 4347.977051
	Iteration 45Q: 3 clusters Score -769200.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -769198.937500 Penalty: 4347.977051
	Iteration 46Q: 3 clusters Score -769198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -769200.812500 Penalty: 4347.977051
	Iteration 47Q: 3 clusters Score -769200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -769200.437500 Penalty: 4347.977051
	Iteration 48Q: 3 clusters Score -769200.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -769201.000000 Penalty: 4347.977051
	Iteration 49Q: 3 clusters Score -769201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -769201.000000 Penalty: 4347.977051
	Iteration 50F: 3 clusters Score -769201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -371756.593750 Penalty: 2033.943604
	Iteration 0F: 2 clusters Score -371756.6 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 1825 members 
Entering Unmasked Estep 
Score: -368214.812500 Penalty: 4067.887207
	Iteration 0F: 3 clusters Score -368214.8 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -369099.156250 Penalty: 4067.887207
	Iteration 1F: 3 clusters Score -369099.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -369315.593750 Penalty: 4067.887207
	Iteration 2F: 3 clusters Score -369315.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -369468.531250 Penalty: 4067.887207
	Iteration 3F: 3 clusters Score -369468.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -369584.812500 Penalty: 4067.887207
	Iteration 4Q: 3 clusters Score -369584.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -369684.250000 Penalty: 4067.887207
	Iteration 5Q: 3 clusters Score -369684.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -369758.437500 Penalty: 4067.887207
	Iteration 6Q: 3 clusters Score -369758.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -369817.625000 Penalty: 4067.887207
	Iteration 7Q: 3 clusters Score -369817.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -369873.656250 Penalty: 4067.887207
	Iteration 8Q: 3 clusters Score -369873.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -369941.093750 Penalty: 4067.887207
	Iteration 9Q: 3 clusters Score -369941.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -370022.000000 Penalty: 4067.887207
	Iteration 10Q: 3 clusters Score -370022 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -370103.937500 Penalty: 4067.887207
	Iteration 11Q: 3 clusters Score -370103.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -370178.218750 Penalty: 4067.887207
	Iteration 12Q: 3 clusters Score -370178.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -370251.187500 Penalty: 4067.887207
	Iteration 13Q: 3 clusters Score -370251.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -370324.281250 Penalty: 4067.887207
	Iteration 14Q: 3 clusters Score -370324.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -370379.750000 Penalty: 4067.887207
	Iteration 15Q: 3 clusters Score -370379.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -370420.156250 Penalty: 4067.887207
	Iteration 16Q: 3 clusters Score -370420.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -370455.218750 Penalty: 4067.887207
	Iteration 17Q: 3 clusters Score -370455.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -370480.500000 Penalty: 4067.887207
	Iteration 18Q: 3 clusters Score -370480.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -370515.562500 Penalty: 4067.887207
	Iteration 19Q: 3 clusters Score -370515.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -370538.875000 Penalty: 4067.887207
	Iteration 20F: 3 clusters Score -370538.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -370558.281250 Penalty: 4067.887207
	Iteration 21Q: 3 clusters Score -370558.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -370573.750000 Penalty: 4067.887207
	Iteration 22Q: 3 clusters Score -370573.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -370588.875000 Penalty: 4067.887207
	Iteration 23Q: 3 clusters Score -370588.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -370605.437500 Penalty: 4067.887207
	Iteration 24Q: 3 clusters Score -370605.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -370614.468750 Penalty: 4067.887207
	Iteration 25Q: 3 clusters Score -370614.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -370623.750000 Penalty: 4067.887207
	Iteration 26Q: 3 clusters Score -370623.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -370633.812500 Penalty: 4067.887207
	Iteration 27Q: 3 clusters Score -370633.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -370642.687500 Penalty: 4067.887207
	Iteration 28Q: 3 clusters Score -370642.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -370647.750000 Penalty: 4067.887207
	Iteration 29Q: 3 clusters Score -370647.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -370655.625000 Penalty: 4067.887207
	Iteration 30Q: 3 clusters Score -370655.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -370659.218750 Penalty: 4067.887207
	Iteration 31Q: 3 clusters Score -370659.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -370663.968750 Penalty: 4067.887207
	Iteration 32Q: 3 clusters Score -370664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -370668.968750 Penalty: 4067.887207
	Iteration 33Q: 3 clusters Score -370669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -370673.250000 Penalty: 4067.887207
	Iteration 34Q: 3 clusters Score -370673.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -370676.812500 Penalty: 4067.887207
	Iteration 35Q: 3 clusters Score -370676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -370678.843750 Penalty: 4067.887207
	Iteration 36Q: 3 clusters Score -370678.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -370686.062500 Penalty: 4067.887207
	Iteration 37Q: 3 clusters Score -370686.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -370692.218750 Penalty: 4067.887207
	Iteration 38Q: 3 clusters Score -370692.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -370694.687500 Penalty: 4067.887207
	Iteration 39Q: 3 clusters Score -370694.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -370697.687500 Penalty: 4067.887207
	Iteration 40F: 3 clusters Score -370697.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -370703.906250 Penalty: 4067.887207
	Iteration 41Q: 3 clusters Score -370703.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -370707.937500 Penalty: 4067.887207
	Iteration 42Q: 3 clusters Score -370707.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -370708.375000 Penalty: 4067.887207
	Iteration 43Q: 3 clusters Score -370708.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -370711.281250 Penalty: 4067.887207
	Iteration 44Q: 3 clusters Score -370711.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -370712.843750 Penalty: 4067.887207
	Iteration 45Q: 3 clusters Score -370712.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -370716.375000 Penalty: 4067.887207
	Iteration 46Q: 3 clusters Score -370716.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -370721.812500 Penalty: 4067.887207
	Iteration 47Q: 3 clusters Score -370721.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -370725.312500 Penalty: 4067.887207
	Iteration 48Q: 3 clusters Score -370725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -370725.375000 Penalty: 4067.887207
	Iteration 49Q: 3 clusters Score -370725.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -370727.406250 Penalty: 4067.887207
	Iteration 50Q: 3 clusters Score -370727.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -370728.750000 Penalty: 4067.887207
	Iteration 51Q: 3 clusters Score -370728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -370729.531250 Penalty: 4067.887207
	Iteration 52Q: 3 clusters Score -370729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -370730.343750 Penalty: 4067.887207
	Iteration 53Q: 3 clusters Score -370730.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -370730.343750 Penalty: 4067.887207
	Iteration 54F: 3 clusters Score -370730.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -61479.640625 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -61479.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60096.234375 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -60096.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60279.871094 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -60279.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60355.976562 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -60355.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -60426.777344 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -60426.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60444.820312 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -60444.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60455.503906 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -60455.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60455.503906 Penalty: 2966.781494
	Iteration 6F: 3 clusters Score -60455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -777591.062500 Penalty: 2176.298096
	Iteration 0F: 2 clusters Score -777591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -772105.437500 Penalty: 4352.596191
	Iteration 0F: 3 clusters Score -772105.4 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -773506.312500 Penalty: 4352.596191
	Iteration 1F: 3 clusters Score -773506.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -773767.437500 Penalty: 4352.596191
	Iteration 2F: 3 clusters Score -773767.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -773954.750000 Penalty: 4352.596191
	Iteration 3F: 3 clusters Score -773954.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -774065.437500 Penalty: 4352.596191
	Iteration 4Q: 3 clusters Score -774065.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -774143.500000 Penalty: 4352.596191
	Iteration 5Q: 3 clusters Score -774143.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -774218.000000 Penalty: 4352.596191
	Iteration 6Q: 3 clusters Score -774218 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -774283.437500 Penalty: 4352.596191
	Iteration 7Q: 3 clusters Score -774283.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -774343.625000 Penalty: 4352.596191
	Iteration 8Q: 3 clusters Score -774343.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -774398.250000 Penalty: 4352.596191
	Iteration 9Q: 3 clusters Score -774398.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -774484.562500 Penalty: 4352.596191
	Iteration 10Q: 3 clusters Score -774484.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -774599.750000 Penalty: 4352.596191
	Iteration 11Q: 3 clusters Score -774599.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -774762.937500 Penalty: 4352.596191
	Iteration 12Q: 3 clusters Score -774762.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -774968.562500 Penalty: 4352.596191
	Iteration 13Q: 3 clusters Score -774968.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -775208.562500 Penalty: 4352.596191
	Iteration 14Q: 3 clusters Score -775208.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -775412.500000 Penalty: 4352.596191
	Iteration 15Q: 3 clusters Score -775412.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -775569.625000 Penalty: 4352.596191
	Iteration 16Q: 3 clusters Score -775569.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -775694.750000 Penalty: 4352.596191
	Iteration 17Q: 3 clusters Score -775694.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -775790.375000 Penalty: 4352.596191
	Iteration 18Q: 3 clusters Score -775790.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -775860.875000 Penalty: 4352.596191
	Iteration 19Q: 3 clusters Score -775860.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -775924.187500 Penalty: 4352.596191
	Iteration 20F: 3 clusters Score -775924.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -775986.312500 Penalty: 4352.596191
	Iteration 21Q: 3 clusters Score -775986.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -776051.375000 Penalty: 4352.596191
	Iteration 22Q: 3 clusters Score -776051.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -776108.062500 Penalty: 4352.596191
	Iteration 23Q: 3 clusters Score -776108.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -776143.875000 Penalty: 4352.596191
	Iteration 24Q: 3 clusters Score -776143.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -776177.625000 Penalty: 4352.596191
	Iteration 25Q: 3 clusters Score -776177.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -776196.312500 Penalty: 4352.596191
	Iteration 26Q: 3 clusters Score -776196.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -776212.187500 Penalty: 4352.596191
	Iteration 27Q: 3 clusters Score -776212.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -776229.500000 Penalty: 4352.596191
	Iteration 28Q: 3 clusters Score -776229.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -776246.500000 Penalty: 4352.596191
	Iteration 29Q: 3 clusters Score -776246.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -776259.000000 Penalty: 4352.596191
	Iteration 30Q: 3 clusters Score -776259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -776269.750000 Penalty: 4352.596191
	Iteration 31Q: 3 clusters Score -776269.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -776277.250000 Penalty: 4352.596191
	Iteration 32Q: 3 clusters Score -776277.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -776283.125000 Penalty: 4352.596191
	Iteration 33Q: 3 clusters Score -776283.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -776286.937500 Penalty: 4352.596191
	Iteration 34Q: 3 clusters Score -776286.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -776289.062500 Penalty: 4352.596191
	Iteration 35Q: 3 clusters Score -776289.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -776295.000000 Penalty: 4352.596191
	Iteration 36Q: 3 clusters Score -776295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -776296.125000 Penalty: 4352.596191
	Iteration 37Q: 3 clusters Score -776296.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -776301.812500 Penalty: 4352.596191
	Iteration 38Q: 3 clusters Score -776301.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -776310.250000 Penalty: 4352.596191
	Iteration 39Q: 3 clusters Score -776310.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -776317.000000 Penalty: 4352.596191
	Iteration 40F: 3 clusters Score -776317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -776318.875000 Penalty: 4352.596191
	Iteration 41Q: 3 clusters Score -776318.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -776322.000000 Penalty: 4352.596191
	Iteration 42Q: 3 clusters Score -776322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -776323.062500 Penalty: 4352.596191
	Iteration 43Q: 3 clusters Score -776323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -776324.687500 Penalty: 4352.596191
	Iteration 44Q: 3 clusters Score -776324.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -776326.750000 Penalty: 4352.596191
	Iteration 45Q: 3 clusters Score -776326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -776326.312500 Penalty: 4352.596191
	Iteration 46Q: 3 clusters Score -776326.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -776326.312500 Penalty: 4352.596191
	Iteration 47F: 3 clusters Score -776326.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -159081.875000 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -159081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -156868.328125 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -156868.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -157260.687500 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -157260.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157387.921875 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -157387.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -157473.921875 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -157473.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157547.687500 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -157547.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -157587.078125 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -157587.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -157615.843750 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -157615.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -157640.781250 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -157640.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -157672.562500 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -157672.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -157705.000000 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -157705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -157727.328125 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -157727.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -157753.656250 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -157753.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -157776.515625 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -157776.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -157800.359375 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -157800.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -157822.062500 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -157822.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -157842.718750 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -157842.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157862.406250 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -157862.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157870.312500 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -157870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157875.890625 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -157875.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -157884.890625 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -157884.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -157897.343750 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -157897.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -157909.046875 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -157909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -157921.390625 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -157921.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -157932.296875 Penalty: 3592.782471
	Iteration 23Q: 3 clusters Score -157932.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -157943.453125 Penalty: 3592.782471
	Iteration 24Q: 3 clusters Score -157943.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -157950.484375 Penalty: 3592.782471
	Iteration 25Q: 3 clusters Score -157950.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -157960.031250 Penalty: 3592.782471
	Iteration 26Q: 3 clusters Score -157960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -157967.828125 Penalty: 3592.782471
	Iteration 27Q: 3 clusters Score -157967.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -157975.843750 Penalty: 3592.782471
	Iteration 28Q: 3 clusters Score -157975.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -157983.578125 Penalty: 3592.782471
	Iteration 29Q: 3 clusters Score -157983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -157987.593750 Penalty: 3592.782471
	Iteration 30Q: 3 clusters Score -157987.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -157990.250000 Penalty: 3592.782471
	Iteration 31Q: 3 clusters Score -157990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -157992.468750 Penalty: 3592.782471
	Iteration 32Q: 3 clusters Score -157992.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -157993.546875 Penalty: 3592.782471
	Iteration 33Q: 3 clusters Score -157993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -157996.062500 Penalty: 3592.782471
	Iteration 34Q: 3 clusters Score -157996.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -157996.640625 Penalty: 3592.782471
	Iteration 35Q: 3 clusters Score -157996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -157996.640625 Penalty: 3592.782471
	Iteration 36F: 3 clusters Score -157996.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Entering Unmasked Estep 
Score: -589754.812500 Penalty: 2037.723755
	Iteration 0F: 2 clusters Score -589754.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -586083.875000 Penalty: 4075.447510
	Iteration 0F: 3 clusters Score -586083.9 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -587159.312500 Penalty: 4075.447510
	Iteration 1F: 3 clusters Score -587159.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -587491.000000 Penalty: 4075.447510
	Iteration 2F: 3 clusters Score -587491 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -587731.500000 Penalty: 4075.447510
	Iteration 3F: 3 clusters Score -587731.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -587931.062500 Penalty: 4075.447510
	Iteration 4F: 3 clusters Score -587931.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -588090.187500 Penalty: 4075.447510
	Iteration 5Q: 3 clusters Score -588090.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -588256.000000 Penalty: 4075.447510
	Iteration 6Q: 3 clusters Score -588256 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -588400.187500 Penalty: 4075.447510
	Iteration 7Q: 3 clusters Score -588400.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -588545.312500 Penalty: 4075.447510
	Iteration 8Q: 3 clusters Score -588545.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -588650.937500 Penalty: 4075.447510
	Iteration 9Q: 3 clusters Score -588650.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -588737.750000 Penalty: 4075.447510
	Iteration 10Q: 3 clusters Score -588737.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -588810.687500 Penalty: 4075.447510
	Iteration 11Q: 3 clusters Score -588810.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -588866.250000 Penalty: 4075.447510
	Iteration 12Q: 3 clusters Score -588866.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -588910.812500 Penalty: 4075.447510
	Iteration 13Q: 3 clusters Score -588910.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -588952.875000 Penalty: 4075.447510
	Iteration 14Q: 3 clusters Score -588952.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -588988.750000 Penalty: 4075.447510
	Iteration 15Q: 3 clusters Score -588988.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -589005.750000 Penalty: 4075.447510
	Iteration 16Q: 3 clusters Score -589005.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -589019.062500 Penalty: 4075.447510
	Iteration 17Q: 3 clusters Score -589019.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -589029.562500 Penalty: 4075.447510
	Iteration 18Q: 3 clusters Score -589029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -589036.812500 Penalty: 4075.447510
	Iteration 19Q: 3 clusters Score -589036.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -589044.500000 Penalty: 4075.447510
	Iteration 20F: 3 clusters Score -589044.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -589049.812500 Penalty: 4075.447510
	Iteration 21Q: 3 clusters Score -589049.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -589058.062500 Penalty: 4075.447510
	Iteration 22Q: 3 clusters Score -589058.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -589067.500000 Penalty: 4075.447510
	Iteration 23Q: 3 clusters Score -589067.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -589076.875000 Penalty: 4075.447510
	Iteration 24Q: 3 clusters Score -589076.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -589082.312500 Penalty: 4075.447510
	Iteration 25Q: 3 clusters Score -589082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -589085.125000 Penalty: 4075.447510
	Iteration 26Q: 3 clusters Score -589085.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -589085.312500 Penalty: 4075.447510
	Iteration 27Q: 3 clusters Score -589085.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -589087.187500 Penalty: 4075.447510
	Iteration 28Q: 3 clusters Score -589087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -589087.937500 Penalty: 4075.447510
	Iteration 29Q: 3 clusters Score -589087.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -589093.437500 Penalty: 4075.447510
	Iteration 30Q: 3 clusters Score -589093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -589095.437500 Penalty: 4075.447510
	Iteration 31Q: 3 clusters Score -589095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -589097.250000 Penalty: 4075.447510
	Iteration 32Q: 3 clusters Score -589097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -589097.750000 Penalty: 4075.447510
	Iteration 33Q: 3 clusters Score -589097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -589097.750000 Penalty: 4075.447510
	Iteration 34F: 3 clusters Score -589097.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -233954.312500 Penalty: 1881.652954
	Iteration 0F: 2 clusters Score -233954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -231314.765625 Penalty: 3763.305908
	Iteration 0F: 3 clusters Score -231314.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -231798.843750 Penalty: 3763.305908
	Iteration 1F: 3 clusters Score -231798.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -231953.625000 Penalty: 3763.305908
	Iteration 2F: 3 clusters Score -231953.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -232027.093750 Penalty: 3763.305908
	Iteration 3Q: 3 clusters Score -232027.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -232077.140625 Penalty: 3763.305908
	Iteration 4Q: 3 clusters Score -232077.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -232115.671875 Penalty: 3763.305908
	Iteration 5Q: 3 clusters Score -232115.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -232153.750000 Penalty: 3763.305908
	Iteration 6Q: 3 clusters Score -232153.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -232175.234375 Penalty: 3763.305908
	Iteration 7Q: 3 clusters Score -232175.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -232206.328125 Penalty: 3763.305908
	Iteration 8Q: 3 clusters Score -232206.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -232232.171875 Penalty: 3763.305908
	Iteration 9Q: 3 clusters Score -232232.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -232251.609375 Penalty: 3763.305908
	Iteration 10Q: 3 clusters Score -232251.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -232264.093750 Penalty: 3763.305908
	Iteration 11Q: 3 clusters Score -232264.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -232277.296875 Penalty: 3763.305908
	Iteration 12Q: 3 clusters Score -232277.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -232289.890625 Penalty: 3763.305908
	Iteration 13Q: 3 clusters Score -232289.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -232299.687500 Penalty: 3763.305908
	Iteration 14Q: 3 clusters Score -232299.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -232308.000000 Penalty: 3763.305908
	Iteration 15Q: 3 clusters Score -232308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -232313.312500 Penalty: 3763.305908
	Iteration 16Q: 3 clusters Score -232313.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -232319.890625 Penalty: 3763.305908
	Iteration 17Q: 3 clusters Score -232319.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -232330.625000 Penalty: 3763.305908
	Iteration 18Q: 3 clusters Score -232330.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -232345.687500 Penalty: 3763.305908
	Iteration 19Q: 3 clusters Score -232345.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -232359.109375 Penalty: 3763.305908
	Iteration 20F: 3 clusters Score -232359.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -232368.984375 Penalty: 3763.305908
	Iteration 21Q: 3 clusters Score -232369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -232383.828125 Penalty: 3763.305908
	Iteration 22Q: 3 clusters Score -232383.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -232392.437500 Penalty: 3763.305908
	Iteration 23Q: 3 clusters Score -232392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -232395.890625 Penalty: 3763.305908
	Iteration 24Q: 3 clusters Score -232395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -232400.437500 Penalty: 3763.305908
	Iteration 25Q: 3 clusters Score -232400.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -232406.234375 Penalty: 3763.305908
	Iteration 26Q: 3 clusters Score -232406.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -232409.531250 Penalty: 3763.305908
	Iteration 27Q: 3 clusters Score -232409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -232411.640625 Penalty: 3763.305908
	Iteration 28Q: 3 clusters Score -232411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -232412.687500 Penalty: 3763.305908
	Iteration 29Q: 3 clusters Score -232412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -232414.484375 Penalty: 3763.305908
	Iteration 30Q: 3 clusters Score -232414.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -232415.781250 Penalty: 3763.305908
	Iteration 31Q: 3 clusters Score -232415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -232417.890625 Penalty: 3763.305908
	Iteration 32Q: 3 clusters Score -232417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -232419.546875 Penalty: 3763.305908
	Iteration 33Q: 3 clusters Score -232419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -232420.437500 Penalty: 3763.305908
	Iteration 34Q: 3 clusters Score -232420.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -232422.140625 Penalty: 3763.305908
	Iteration 35Q: 3 clusters Score -232422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -232423.531250 Penalty: 3763.305908
	Iteration 36Q: 3 clusters Score -232423.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -232424.906250 Penalty: 3763.305908
	Iteration 37Q: 3 clusters Score -232424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -232427.687500 Penalty: 3763.305908
	Iteration 38Q: 3 clusters Score -232427.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -232429.375000 Penalty: 3763.305908
	Iteration 39Q: 3 clusters Score -232429.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -232429.375000 Penalty: 3763.305908
	Iteration 40F: 3 clusters Score -232429.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -461991.062500 Penalty: 2049.498291
	Iteration 0F: 2 clusters Score -461991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -458194.500000 Penalty: 4098.996582
	Iteration 0F: 3 clusters Score -458194.5 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -459165.062500 Penalty: 4098.996582
	Iteration 1F: 3 clusters Score -459165.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -459529.968750 Penalty: 4098.996582
	Iteration 2F: 3 clusters Score -459530 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -459888.843750 Penalty: 4098.996582
	Iteration 3F: 3 clusters Score -459888.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -460210.718750 Penalty: 4098.996582
	Iteration 4F: 3 clusters Score -460210.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -460443.937500 Penalty: 4098.996582
	Iteration 5F: 3 clusters Score -460443.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -460612.343750 Penalty: 4098.996582
	Iteration 6Q: 3 clusters Score -460612.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -460741.843750 Penalty: 4098.996582
	Iteration 7Q: 3 clusters Score -460741.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -460814.062500 Penalty: 4098.996582
	Iteration 8Q: 3 clusters Score -460814.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -460854.375000 Penalty: 4098.996582
	Iteration 9Q: 3 clusters Score -460854.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -460878.062500 Penalty: 4098.996582
	Iteration 10Q: 3 clusters Score -460878.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -460896.281250 Penalty: 4098.996582
	Iteration 11Q: 3 clusters Score -460896.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -460909.562500 Penalty: 4098.996582
	Iteration 12Q: 3 clusters Score -460909.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -460917.625000 Penalty: 4098.996582
	Iteration 13Q: 3 clusters Score -460917.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -460920.968750 Penalty: 4098.996582
	Iteration 14Q: 3 clusters Score -460921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -460925.843750 Penalty: 4098.996582
	Iteration 15Q: 3 clusters Score -460925.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -460929.437500 Penalty: 4098.996582
	Iteration 16Q: 3 clusters Score -460929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -460930.437500 Penalty: 4098.996582
	Iteration 17Q: 3 clusters Score -460930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -460931.281250 Penalty: 4098.996582
	Iteration 18Q: 3 clusters Score -460931.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -460930.656250 Penalty: 4098.996582
	Iteration 19Q: 3 clusters Score -460930.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -460930.656250 Penalty: 4098.996582
	Iteration 20F: 3 clusters Score -460930.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (10663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Entering Unmasked Estep 
Score: -1294838.000000 Penalty: 2300.084717
	Iteration 0F: 2 clusters Score -1294838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1286795.625000 Penalty: 4600.169434
	Iteration 0F: 3 clusters Score -1286796 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1289160.375000 Penalty: 4600.169434
	Iteration 1F: 3 clusters Score -1289160 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1289505.375000 Penalty: 4600.169434
	Iteration 2F: 3 clusters Score -1289505 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1289768.125000 Penalty: 4600.169434
	Iteration 3F: 3 clusters Score -1289768 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1290025.250000 Penalty: 4600.169434
	Iteration 4Q: 3 clusters Score -1290025 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1290295.375000 Penalty: 4600.169434
	Iteration 5Q: 3 clusters Score -1290295 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1290557.750000 Penalty: 4600.169434
	Iteration 6Q: 3 clusters Score -1290558 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1290820.125000 Penalty: 4600.169434
	Iteration 7Q: 3 clusters Score -1290820 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1291130.500000 Penalty: 4600.169434
	Iteration 8Q: 3 clusters Score -1291130 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1291430.000000 Penalty: 4600.169434
	Iteration 9Q: 3 clusters Score -1291430 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1291727.000000 Penalty: 4600.169434
	Iteration 10Q: 3 clusters Score -1291727 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1291979.500000 Penalty: 4600.169434
	Iteration 11Q: 3 clusters Score -1291980 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1292184.625000 Penalty: 4600.169434
	Iteration 12Q: 3 clusters Score -1292185 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1292337.875000 Penalty: 4600.169434
	Iteration 13Q: 3 clusters Score -1292338 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1292447.500000 Penalty: 4600.169434
	Iteration 14Q: 3 clusters Score -1292448 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1292525.250000 Penalty: 4600.169434
	Iteration 15Q: 3 clusters Score -1292525 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1292590.125000 Penalty: 4600.169434
	Iteration 16Q: 3 clusters Score -1292590 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1292628.125000 Penalty: 4600.169434
	Iteration 17Q: 3 clusters Score -1292628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1292661.125000 Penalty: 4600.169434
	Iteration 18Q: 3 clusters Score -1292661 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1292701.125000 Penalty: 4600.169434
	Iteration 19Q: 3 clusters Score -1292701 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1292721.625000 Penalty: 4600.169434
	Iteration 20F: 3 clusters Score -1292722 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1292750.250000 Penalty: 4600.169434
	Iteration 21Q: 3 clusters Score -1292750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1292770.250000 Penalty: 4600.169434
	Iteration 22Q: 3 clusters Score -1292770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1292800.875000 Penalty: 4600.169434
	Iteration 23Q: 3 clusters Score -1292801 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1292828.375000 Penalty: 4600.169434
	Iteration 24Q: 3 clusters Score -1292828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1292853.875000 Penalty: 4600.169434
	Iteration 25Q: 3 clusters Score -1292854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1292874.250000 Penalty: 4600.169434
	Iteration 26Q: 3 clusters Score -1292874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1292890.500000 Penalty: 4600.169434
	Iteration 27Q: 3 clusters Score -1292890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1292898.125000 Penalty: 4600.169434
	Iteration 28Q: 3 clusters Score -1292898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1292910.750000 Penalty: 4600.169434
	Iteration 29Q: 3 clusters Score -1292911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1292919.500000 Penalty: 4600.169434
	Iteration 30Q: 3 clusters Score -1292920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1292924.750000 Penalty: 4600.169434
	Iteration 31Q: 3 clusters Score -1292925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1292934.250000 Penalty: 4600.169434
	Iteration 32Q: 3 clusters Score -1292934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1292936.875000 Penalty: 4600.169434
	Iteration 33Q: 3 clusters Score -1292937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1292941.500000 Penalty: 4600.169434
	Iteration 34Q: 3 clusters Score -1292942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1292948.625000 Penalty: 4600.169434
	Iteration 35Q: 3 clusters Score -1292949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1292949.375000 Penalty: 4600.169434
	Iteration 36Q: 3 clusters Score -1292949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1292951.125000 Penalty: 4600.169434
	Iteration 37Q: 3 clusters Score -1292951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1292956.250000 Penalty: 4600.169434
	Iteration 38Q: 3 clusters Score -1292956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1292960.375000 Penalty: 4600.169434
	Iteration 39Q: 3 clusters Score -1292960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1292960.500000 Penalty: 4600.169434
	Iteration 40F: 3 clusters Score -1292960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1292962.875000 Penalty: 4600.169434
	Iteration 41Q: 3 clusters Score -1292963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1292963.250000 Penalty: 4600.169434
	Iteration 42Q: 3 clusters Score -1292963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1292963.250000 Penalty: 4600.169434
	Iteration 43F: 3 clusters Score -1292963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (6894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Entering Unmasked Estep 
Score: -818300.125000 Penalty: 2191.924805
	Iteration 0F: 2 clusters Score -818300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -812670.312500 Penalty: 4383.849609
	Iteration 0F: 3 clusters Score -812670.3 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -814113.125000 Penalty: 4383.849609
	Iteration 1F: 3 clusters Score -814113.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -814385.437500 Penalty: 4383.849609
	Iteration 2F: 3 clusters Score -814385.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -814585.000000 Penalty: 4383.849609
	Iteration 3F: 3 clusters Score -814585 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -814769.750000 Penalty: 4383.849609
	Iteration 4Q: 3 clusters Score -814769.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -814969.062500 Penalty: 4383.849609
	Iteration 5Q: 3 clusters Score -814969.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -815189.187500 Penalty: 4383.849609
	Iteration 6Q: 3 clusters Score -815189.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -815439.562500 Penalty: 4383.849609
	Iteration 7Q: 3 clusters Score -815439.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -815736.125000 Penalty: 4383.849609
	Iteration 8Q: 3 clusters Score -815736.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -816093.312500 Penalty: 4383.849609
	Iteration 9Q: 3 clusters Score -816093.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -816428.187500 Penalty: 4383.849609
	Iteration 10Q: 3 clusters Score -816428.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -816654.750000 Penalty: 4383.849609
	Iteration 11Q: 3 clusters Score -816654.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -816836.437500 Penalty: 4383.849609
	Iteration 12Q: 3 clusters Score -816836.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -816953.000000 Penalty: 4383.849609
	Iteration 13Q: 3 clusters Score -816953 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -817019.437500 Penalty: 4383.849609
	Iteration 14Q: 3 clusters Score -817019.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -817072.250000 Penalty: 4383.849609
	Iteration 15Q: 3 clusters Score -817072.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -817102.500000 Penalty: 4383.849609
	Iteration 16Q: 3 clusters Score -817102.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -817115.687500 Penalty: 4383.849609
	Iteration 17Q: 3 clusters Score -817115.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -817127.625000 Penalty: 4383.849609
	Iteration 18Q: 3 clusters Score -817127.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -817136.875000 Penalty: 4383.849609
	Iteration 19Q: 3 clusters Score -817136.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -817147.875000 Penalty: 4383.849609
	Iteration 20F: 3 clusters Score -817147.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -817156.375000 Penalty: 4383.849609
	Iteration 21Q: 3 clusters Score -817156.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -817162.375000 Penalty: 4383.849609
	Iteration 22Q: 3 clusters Score -817162.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -817166.875000 Penalty: 4383.849609
	Iteration 23Q: 3 clusters Score -817166.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -817170.000000 Penalty: 4383.849609
	Iteration 24Q: 3 clusters Score -817170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -817174.500000 Penalty: 4383.849609
	Iteration 25Q: 3 clusters Score -817174.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -817180.875000 Penalty: 4383.849609
	Iteration 26Q: 3 clusters Score -817180.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -817190.687500 Penalty: 4383.849609
	Iteration 27Q: 3 clusters Score -817190.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -817199.750000 Penalty: 4383.849609
	Iteration 28Q: 3 clusters Score -817199.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -817207.875000 Penalty: 4383.849609
	Iteration 29Q: 3 clusters Score -817207.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -817208.875000 Penalty: 4383.849609
	Iteration 30Q: 3 clusters Score -817208.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -817214.812500 Penalty: 4383.849609
	Iteration 31Q: 3 clusters Score -817214.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -817216.562500 Penalty: 4383.849609
	Iteration 32Q: 3 clusters Score -817216.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -817215.875000 Penalty: 4383.849609
	Iteration 33Q: 3 clusters Score -817215.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -817219.500000 Penalty: 4383.849609
	Iteration 34Q: 3 clusters Score -817219.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -817221.000000 Penalty: 4383.849609
	Iteration 35Q: 3 clusters Score -817221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -817222.750000 Penalty: 4383.849609
	Iteration 36Q: 3 clusters Score -817222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -817224.375000 Penalty: 4383.849609
	Iteration 37Q: 3 clusters Score -817224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -817223.937500 Penalty: 4383.849609
	Iteration 38Q: 3 clusters Score -817223.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -817224.187500 Penalty: 4383.849609
	Iteration 39Q: 3 clusters Score -817224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -817226.125000 Penalty: 4383.849609
	Iteration 40F: 3 clusters Score -817226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -817227.250000 Penalty: 4383.849609
	Iteration 41Q: 3 clusters Score -817227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -817227.062500 Penalty: 4383.849609
	Iteration 42Q: 3 clusters Score -817227.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -817226.375000 Penalty: 4383.849609
	Iteration 43Q: 3 clusters Score -817226.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -817226.375000 Penalty: 4383.849609
	Iteration 44F: 3 clusters Score -817226.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Entering Unmasked Estep 
Score: -621247.687500 Penalty: 2120.507568
	Iteration 0F: 2 clusters Score -621247.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -616610.000000 Penalty: 4241.015137
	Iteration 0F: 3 clusters Score -616610 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -617689.062500 Penalty: 4241.015137
	Iteration 1F: 3 clusters Score -617689.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -617913.062500 Penalty: 4241.015137
	Iteration 2F: 3 clusters Score -617913.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -618067.562500 Penalty: 4241.015137
	Iteration 3F: 3 clusters Score -618067.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -618159.500000 Penalty: 4241.015137
	Iteration 4Q: 3 clusters Score -618159.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -618227.250000 Penalty: 4241.015137
	Iteration 5Q: 3 clusters Score -618227.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -618295.750000 Penalty: 4241.015137
	Iteration 6Q: 3 clusters Score -618295.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -618363.187500 Penalty: 4241.015137
	Iteration 7Q: 3 clusters Score -618363.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -618433.812500 Penalty: 4241.015137
	Iteration 8Q: 3 clusters Score -618433.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -618492.875000 Penalty: 4241.015137
	Iteration 9Q: 3 clusters Score -618492.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -618540.937500 Penalty: 4241.015137
	Iteration 10Q: 3 clusters Score -618540.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -618595.500000 Penalty: 4241.015137
	Iteration 11Q: 3 clusters Score -618595.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -618649.437500 Penalty: 4241.015137
	Iteration 12Q: 3 clusters Score -618649.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -618697.437500 Penalty: 4241.015137
	Iteration 13Q: 3 clusters Score -618697.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -618734.125000 Penalty: 4241.015137
	Iteration 14Q: 3 clusters Score -618734.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -618777.250000 Penalty: 4241.015137
	Iteration 15Q: 3 clusters Score -618777.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -618806.875000 Penalty: 4241.015137
	Iteration 16Q: 3 clusters Score -618806.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -618836.562500 Penalty: 4241.015137
	Iteration 17Q: 3 clusters Score -618836.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -618857.312500 Penalty: 4241.015137
	Iteration 18Q: 3 clusters Score -618857.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -618874.562500 Penalty: 4241.015137
	Iteration 19Q: 3 clusters Score -618874.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -618899.750000 Penalty: 4241.015137
	Iteration 20F: 3 clusters Score -618899.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -618927.250000 Penalty: 4241.015137
	Iteration 21Q: 3 clusters Score -618927.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -618955.250000 Penalty: 4241.015137
	Iteration 22Q: 3 clusters Score -618955.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -618982.750000 Penalty: 4241.015137
	Iteration 23Q: 3 clusters Score -618982.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -619002.625000 Penalty: 4241.015137
	Iteration 24Q: 3 clusters Score -619002.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -619020.125000 Penalty: 4241.015137
	Iteration 25Q: 3 clusters Score -619020.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -619039.500000 Penalty: 4241.015137
	Iteration 26Q: 3 clusters Score -619039.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -619053.562500 Penalty: 4241.015137
	Iteration 27Q: 3 clusters Score -619053.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -619070.250000 Penalty: 4241.015137
	Iteration 28Q: 3 clusters Score -619070.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -619090.875000 Penalty: 4241.015137
	Iteration 29Q: 3 clusters Score -619090.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -619107.125000 Penalty: 4241.015137
	Iteration 30Q: 3 clusters Score -619107.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -619119.375000 Penalty: 4241.015137
	Iteration 31Q: 3 clusters Score -619119.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -619138.937500 Penalty: 4241.015137
	Iteration 32Q: 3 clusters Score -619138.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -619160.500000 Penalty: 4241.015137
	Iteration 33Q: 3 clusters Score -619160.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -619175.687500 Penalty: 4241.015137
	Iteration 34Q: 3 clusters Score -619175.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -619190.875000 Penalty: 4241.015137
	Iteration 35Q: 3 clusters Score -619190.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -619209.187500 Penalty: 4241.015137
	Iteration 36Q: 3 clusters Score -619209.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -619228.125000 Penalty: 4241.015137
	Iteration 37Q: 3 clusters Score -619228.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -619241.000000 Penalty: 4241.015137
	Iteration 38Q: 3 clusters Score -619241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -619251.937500 Penalty: 4241.015137
	Iteration 39Q: 3 clusters Score -619251.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -619259.312500 Penalty: 4241.015137
	Iteration 40F: 3 clusters Score -619259.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -619263.875000 Penalty: 4241.015137
	Iteration 41Q: 3 clusters Score -619263.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -619263.187500 Penalty: 4241.015137
	Iteration 42Q: 3 clusters Score -619263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -619263.812500 Penalty: 4241.015137
	Iteration 43Q: 3 clusters Score -619263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -619265.000000 Penalty: 4241.015137
	Iteration 44Q: 3 clusters Score -619265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -619265.187500 Penalty: 4241.015137
	Iteration 45Q: 3 clusters Score -619265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -619266.187500 Penalty: 4241.015137
	Iteration 46Q: 3 clusters Score -619266.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -619265.625000 Penalty: 4241.015137
	Iteration 47Q: 3 clusters Score -619265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -619268.062500 Penalty: 4241.015137
	Iteration 48Q: 3 clusters Score -619268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -619268.062500 Penalty: 4241.015137
	Iteration 49F: 3 clusters Score -619268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (21109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Entering Unmasked Estep 
Score: -2629357.500000 Penalty: 2469.448730
	Iteration 0F: 2 clusters Score -2629358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2614633.250000 Penalty: 4938.897461
	Iteration 0F: 3 clusters Score -2614633 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2619536.750000 Penalty: 4938.897461
	Iteration 1F: 3 clusters Score -2619537 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2619903.000000 Penalty: 4938.897461
	Iteration 2Q: 3 clusters Score -2619903 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2620164.000000 Penalty: 4938.897461
	Iteration 3Q: 3 clusters Score -2620164 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2620364.750000 Penalty: 4938.897461
	Iteration 4Q: 3 clusters Score -2620365 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2620546.750000 Penalty: 4938.897461
	Iteration 5Q: 3 clusters Score -2620547 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2620716.250000 Penalty: 4938.897461
	Iteration 6Q: 3 clusters Score -2620716 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2620886.000000 Penalty: 4938.897461
	Iteration 7Q: 3 clusters Score -2620886 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2621085.500000 Penalty: 4938.897461
	Iteration 8Q: 3 clusters Score -2621086 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2621277.500000 Penalty: 4938.897461
	Iteration 9Q: 3 clusters Score -2621278 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2621478.250000 Penalty: 4938.897461
	Iteration 10Q: 3 clusters Score -2621478 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2621683.000000 Penalty: 4938.897461
	Iteration 11Q: 3 clusters Score -2621683 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2621933.250000 Penalty: 4938.897461
	Iteration 12Q: 3 clusters Score -2621933 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2622169.000000 Penalty: 4938.897461
	Iteration 13Q: 3 clusters Score -2622169 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2622435.250000 Penalty: 4938.897461
	Iteration 14Q: 3 clusters Score -2622435 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2622761.750000 Penalty: 4938.897461
	Iteration 15Q: 3 clusters Score -2622762 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2623168.500000 Penalty: 4938.897461
	Iteration 16Q: 3 clusters Score -2623168 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2623573.500000 Penalty: 4938.897461
	Iteration 17Q: 3 clusters Score -2623574 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2624006.250000 Penalty: 4938.897461
	Iteration 18Q: 3 clusters Score -2624006 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2624393.750000 Penalty: 4938.897461
	Iteration 19Q: 3 clusters Score -2624394 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2624770.750000 Penalty: 4938.897461
	Iteration 20F: 3 clusters Score -2624771 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2625125.500000 Penalty: 4938.897461
	Iteration 21Q: 3 clusters Score -2625126 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2625451.750000 Penalty: 4938.897461
	Iteration 22Q: 3 clusters Score -2625452 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2625710.000000 Penalty: 4938.897461
	Iteration 23Q: 3 clusters Score -2625710 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2625930.500000 Penalty: 4938.897461
	Iteration 24Q: 3 clusters Score -2625930 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2626126.000000 Penalty: 4938.897461
	Iteration 25Q: 3 clusters Score -2626126 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2626306.500000 Penalty: 4938.897461
	Iteration 26Q: 3 clusters Score -2626306 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2626464.750000 Penalty: 4938.897461
	Iteration 27Q: 3 clusters Score -2626465 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2626599.500000 Penalty: 4938.897461
	Iteration 28Q: 3 clusters Score -2626600 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2626714.000000 Penalty: 4938.897461
	Iteration 29Q: 3 clusters Score -2626714 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2626801.500000 Penalty: 4938.897461
	Iteration 30Q: 3 clusters Score -2626802 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2626889.750000 Penalty: 4938.897461
	Iteration 31Q: 3 clusters Score -2626890 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2626974.250000 Penalty: 4938.897461
	Iteration 32Q: 3 clusters Score -2626974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2627009.000000 Penalty: 4938.897461
	Iteration 33Q: 3 clusters Score -2627009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2627040.500000 Penalty: 4938.897461
	Iteration 34Q: 3 clusters Score -2627040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2627053.500000 Penalty: 4938.897461
	Iteration 35Q: 3 clusters Score -2627054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2627071.000000 Penalty: 4938.897461
	Iteration 36Q: 3 clusters Score -2627071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2627098.250000 Penalty: 4938.897461
	Iteration 37Q: 3 clusters Score -2627098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2627124.750000 Penalty: 4938.897461
	Iteration 38Q: 3 clusters Score -2627125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2627147.250000 Penalty: 4938.897461
	Iteration 39Q: 3 clusters Score -2627147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2627164.500000 Penalty: 4938.897461
	Iteration 40F: 3 clusters Score -2627164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2627191.750000 Penalty: 4938.897461
	Iteration 41Q: 3 clusters Score -2627192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2627204.500000 Penalty: 4938.897461
	Iteration 42Q: 3 clusters Score -2627204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2627215.250000 Penalty: 4938.897461
	Iteration 43Q: 3 clusters Score -2627215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2627218.500000 Penalty: 4938.897461
	Iteration 44Q: 3 clusters Score -2627218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2627231.250000 Penalty: 4938.897461
	Iteration 45Q: 3 clusters Score -2627231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2627237.500000 Penalty: 4938.897461
	Iteration 46Q: 3 clusters Score -2627238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2627240.250000 Penalty: 4938.897461
	Iteration 47Q: 3 clusters Score -2627240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2627250.750000 Penalty: 4938.897461
	Iteration 48Q: 3 clusters Score -2627251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2627258.500000 Penalty: 4938.897461
	Iteration 49Q: 3 clusters Score -2627258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2627258.500000 Penalty: 4938.897461
	Iteration 50Q: 3 clusters Score -2627258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2627260.250000 Penalty: 4938.897461
	Iteration 51Q: 3 clusters Score -2627260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2627260.250000 Penalty: 4938.897461
	Iteration 52F: 3 clusters Score -2627260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (33475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Entering Unmasked Estep 
Score: -3998862.500000 Penalty: 2583.801514
	Iteration 0F: 2 clusters Score -3998862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3975870.750000 Penalty: 5167.603027
	Iteration 0F: 3 clusters Score -3975871 nChanged 15360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3984851.500000 Penalty: 5167.603027
	Iteration 1F: 3 clusters Score -3984852 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3985665.250000 Penalty: 5167.603027
	Iteration 2F: 3 clusters Score -3985665 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3986414.750000 Penalty: 5167.603027
	Iteration 3F: 3 clusters Score -3986415 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3987174.000000 Penalty: 5167.603027
	Iteration 4Q: 3 clusters Score -3987174 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3988056.250000 Penalty: 5167.603027
	Iteration 5F: 3 clusters Score -3988056 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3989156.000000 Penalty: 5167.603027
	Iteration 6F: 3 clusters Score -3989156 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3990509.750000 Penalty: 5167.603027
	Iteration 7F: 3 clusters Score -3990510 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3991917.500000 Penalty: 5167.603027
	Iteration 8F: 3 clusters Score -3991918 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3993202.500000 Penalty: 5167.603027
	Iteration 9Q: 3 clusters Score -3993202 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3994200.750000 Penalty: 5167.603027
	Iteration 10Q: 3 clusters Score -3994201 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -3995015.250000 Penalty: 5167.603027
	Iteration 11Q: 3 clusters Score -3995015 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3995562.750000 Penalty: 5167.603027
	Iteration 12Q: 3 clusters Score -3995563 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3995987.500000 Penalty: 5167.603027
	Iteration 13Q: 3 clusters Score -3995988 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3996290.000000 Penalty: 5167.603027
	Iteration 14Q: 3 clusters Score -3996290 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3996534.250000 Penalty: 5167.603027
	Iteration 15Q: 3 clusters Score -3996534 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3996731.250000 Penalty: 5167.603027
	Iteration 16Q: 3 clusters Score -3996731 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3996912.750000 Penalty: 5167.603027
	Iteration 17Q: 3 clusters Score -3996913 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3997018.750000 Penalty: 5167.603027
	Iteration 18Q: 3 clusters Score -3997019 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3997118.000000 Penalty: 5167.603027
	Iteration 19Q: 3 clusters Score -3997118 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3997223.250000 Penalty: 5167.603027
	Iteration 20F: 3 clusters Score -3997223 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3997283.500000 Penalty: 5167.603027
	Iteration 21Q: 3 clusters Score -3997284 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3997316.750000 Penalty: 5167.603027
	Iteration 22Q: 3 clusters Score -3997317 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3997349.000000 Penalty: 5167.603027
	Iteration 23Q: 3 clusters Score -3997349 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3997385.250000 Penalty: 5167.603027
	Iteration 24Q: 3 clusters Score -3997385 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3997417.750000 Penalty: 5167.603027
	Iteration 25Q: 3 clusters Score -3997418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3997450.750000 Penalty: 5167.603027
	Iteration 26Q: 3 clusters Score -3997451 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3997470.500000 Penalty: 5167.603027
	Iteration 27Q: 3 clusters Score -3997470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3997487.250000 Penalty: 5167.603027
	Iteration 28Q: 3 clusters Score -3997487 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3997502.500000 Penalty: 5167.603027
	Iteration 29Q: 3 clusters Score -3997502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3997510.000000 Penalty: 5167.603027
	Iteration 30Q: 3 clusters Score -3997510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3997524.000000 Penalty: 5167.603027
	Iteration 31Q: 3 clusters Score -3997524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3997538.500000 Penalty: 5167.603027
	Iteration 32Q: 3 clusters Score -3997538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3997547.500000 Penalty: 5167.603027
	Iteration 33Q: 3 clusters Score -3997548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3997555.750000 Penalty: 5167.603027
	Iteration 34Q: 3 clusters Score -3997556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3997560.000000 Penalty: 5167.603027
	Iteration 35Q: 3 clusters Score -3997560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3997565.250000 Penalty: 5167.603027
	Iteration 36Q: 3 clusters Score -3997565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3997567.250000 Penalty: 5167.603027
	Iteration 37Q: 3 clusters Score -3997567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3997568.250000 Penalty: 5167.603027
	Iteration 38Q: 3 clusters Score -3997568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3997581.250000 Penalty: 5167.603027
	Iteration 39Q: 3 clusters Score -3997581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3997588.750000 Penalty: 5167.603027
	Iteration 40F: 3 clusters Score -3997589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3997597.000000 Penalty: 5167.603027
	Iteration 41Q: 3 clusters Score -3997597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3997601.500000 Penalty: 5167.603027
	Iteration 42Q: 3 clusters Score -3997602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3997601.750000 Penalty: 5167.603027
	Iteration 43Q: 3 clusters Score -3997602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3997603.500000 Penalty: 5167.603027
	Iteration 44Q: 3 clusters Score -3997604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3997603.500000 Penalty: 5167.603027
	Iteration 45Q: 3 clusters Score -3997604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3997606.750000 Penalty: 5167.603027
	Iteration 46Q: 3 clusters Score -3997607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3997606.750000 Penalty: 5167.603027
	Iteration 47Q: 3 clusters Score -3997607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3997615.000000 Penalty: 5167.603027
	Iteration 48Q: 3 clusters Score -3997615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3997623.500000 Penalty: 5167.603027
	Iteration 49Q: 3 clusters Score -3997624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3997622.500000 Penalty: 5167.603027
	Iteration 50Q: 3 clusters Score -3997622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3997626.250000 Penalty: 5167.603027
	Iteration 51Q: 3 clusters Score -3997626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3997629.000000 Penalty: 5167.603027
	Iteration 52Q: 3 clusters Score -3997629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3997642.500000 Penalty: 5167.603027
	Iteration 53Q: 3 clusters Score -3997642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3997640.250000 Penalty: 5167.603027
	Iteration 54Q: 3 clusters Score -3997640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3997645.500000 Penalty: 5167.603027
	Iteration 55Q: 3 clusters Score -3997646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3997647.000000 Penalty: 5167.603027
	Iteration 56Q: 3 clusters Score -3997647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3997645.750000 Penalty: 5167.603027
	Iteration 57Q: 3 clusters Score -3997646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3997643.250000 Penalty: 5167.603027
	Iteration 58Q: 3 clusters Score -3997643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3997643.750000 Penalty: 5167.603027
	Iteration 59Q: 3 clusters Score -3997644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3997642.500000 Penalty: 5167.603027
	Iteration 60F: 3 clusters Score -3997642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3997639.250000 Penalty: 5167.603027
	Iteration 61Q: 3 clusters Score -3997639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3997648.500000 Penalty: 5167.603027
	Iteration 62Q: 3 clusters Score -3997648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3997649.250000 Penalty: 5167.603027
	Iteration 63Q: 3 clusters Score -3997649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3997650.500000 Penalty: 5167.603027
	Iteration 64Q: 3 clusters Score -3997650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3997652.000000 Penalty: 5167.603027
	Iteration 65Q: 3 clusters Score -3997652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3997651.250000 Penalty: 5167.603027
	Iteration 66Q: 3 clusters Score -3997651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3997650.750000 Penalty: 5167.603027
	Iteration 67Q: 3 clusters Score -3997651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3997650.750000 Penalty: 5167.603027
	Iteration 68Q: 3 clusters Score -3997651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3997654.000000 Penalty: 5167.603027
	Iteration 69Q: 3 clusters Score -3997654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3997654.000000 Penalty: 5167.603027
	Iteration 70Q: 3 clusters Score -3997654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3997654.000000 Penalty: 5167.603027
	Iteration 71F: 3 clusters Score -3997654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -375993.437500 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -375993.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -373184.312500 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -373184.3 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -374031.281250 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -374031.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -374417.875000 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -374417.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -374713.156250 Penalty: 3852.562988
	Iteration 3F: 3 clusters Score -374713.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -374894.281250 Penalty: 3852.562988
	Iteration 4F: 3 clusters Score -374894.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -375003.406250 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -375003.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -375071.156250 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -375071.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -375131.906250 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -375131.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -375175.062500 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -375175.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -375203.468750 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -375203.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -375218.218750 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -375218.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -375225.000000 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -375225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -375227.062500 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -375227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -375228.968750 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -375229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -375230.593750 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -375230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -375230.593750 Penalty: 3852.562988
	Iteration 15F: 3 clusters Score -375230.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -222274.109375 Penalty: 1869.414673
	Iteration 0F: 2 clusters Score -222274.1 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 934 members 
Entering Unmasked Estep 
Score: -219703.296875 Penalty: 3738.829346
	Iteration 0F: 3 clusters Score -219703.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -220140.484375 Penalty: 3738.829346
	Iteration 1F: 3 clusters Score -220140.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -220323.500000 Penalty: 3738.829346
	Iteration 2F: 3 clusters Score -220323.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -220472.875000 Penalty: 3738.829346
	Iteration 3F: 3 clusters Score -220472.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -220588.328125 Penalty: 3738.829346
	Iteration 4F: 3 clusters Score -220588.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -220682.953125 Penalty: 3738.829346
	Iteration 5Q: 3 clusters Score -220683 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -220775.984375 Penalty: 3738.829346
	Iteration 6Q: 3 clusters Score -220776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -220850.843750 Penalty: 3738.829346
	Iteration 7Q: 3 clusters Score -220850.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -220902.359375 Penalty: 3738.829346
	Iteration 8Q: 3 clusters Score -220902.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -220938.796875 Penalty: 3738.829346
	Iteration 9Q: 3 clusters Score -220938.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -220955.453125 Penalty: 3738.829346
	Iteration 10Q: 3 clusters Score -220955.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -220964.328125 Penalty: 3738.829346
	Iteration 11Q: 3 clusters Score -220964.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -220971.500000 Penalty: 3738.829346
	Iteration 12Q: 3 clusters Score -220971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -220978.078125 Penalty: 3738.829346
	Iteration 13Q: 3 clusters Score -220978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -220980.406250 Penalty: 3738.829346
	Iteration 14Q: 3 clusters Score -220980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -220980.406250 Penalty: 3738.829346
	Iteration 15F: 3 clusters Score -220980.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -105518.382812 Penalty: 1621.099487
	Iteration 0F: 2 clusters Score -105518.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103891.242188 Penalty: 3242.198975
	Iteration 0F: 3 clusters Score -103891.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104224.281250 Penalty: 3242.198975
	Iteration 1F: 3 clusters Score -104224.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -104414.195312 Penalty: 3242.198975
	Iteration 2F: 3 clusters Score -104414.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -104502.046875 Penalty: 3242.198975
	Iteration 3Q: 3 clusters Score -104502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -104576.148438 Penalty: 3242.198975
	Iteration 4Q: 3 clusters Score -104576.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -104603.585938 Penalty: 3242.198975
	Iteration 5Q: 3 clusters Score -104603.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -104646.890625 Penalty: 3242.198975
	Iteration 6Q: 3 clusters Score -104646.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -104669.789062 Penalty: 3242.198975
	Iteration 7Q: 3 clusters Score -104669.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -104711.101562 Penalty: 3242.198975
	Iteration 8Q: 3 clusters Score -104711.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -104755.125000 Penalty: 3242.198975
	Iteration 9Q: 3 clusters Score -104755.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -104795.437500 Penalty: 3242.198975
	Iteration 10Q: 3 clusters Score -104795.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -104826.562500 Penalty: 3242.198975
	Iteration 11Q: 3 clusters Score -104826.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -104860.210938 Penalty: 3242.198975
	Iteration 12Q: 3 clusters Score -104860.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -104894.171875 Penalty: 3242.198975
	Iteration 13Q: 3 clusters Score -104894.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -104944.859375 Penalty: 3242.198975
	Iteration 14Q: 3 clusters Score -104944.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -105036.609375 Penalty: 3242.198975
	Iteration 15Q: 3 clusters Score -105036.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -105189.734375 Penalty: 3242.198975
	Iteration 16Q: 3 clusters Score -105189.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -105363.609375 Penalty: 3242.198975
	Iteration 17Q: 3 clusters Score -105363.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -105464.695312 Penalty: 3242.198975
	Iteration 18Q: 3 clusters Score -105464.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -105551.875000 Penalty: 3242.198975
	Iteration 19Q: 3 clusters Score -105551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -105573.328125 Penalty: 3242.198975
	Iteration 20F: 3 clusters Score -105573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -105584.976562 Penalty: 3242.198975
	Iteration 21Q: 3 clusters Score -105585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -105588.453125 Penalty: 3242.198975
	Iteration 22Q: 3 clusters Score -105588.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -105588.453125 Penalty: 3242.198975
	Iteration 23F: 3 clusters Score -105588.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 503 members 
Mstep: Class 84 contains 187 members 
Entering Unmasked Estep 
Score: -154541504.000000 Penalty: 293480.187500
Splitting cluster 83 changes total score from -154543520.000000 to -154541504.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 359Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 360F: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 361Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 362Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 363Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 364Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 365Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 366Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 367Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 368Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 369Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 370Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 371Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 372Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 373Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 374Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 375Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 376Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 377Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 378Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 379Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 380F: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 381Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 382Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 383Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 384Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 385Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 386Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 387Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 388Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 389Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 390Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 391Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 392Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 393Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 394Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 395Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 396Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 397Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 398Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering ConstructFrom: 
Score: -154543520.000000 Penalty: 289986.375000
Entering ConstructFrom: 
Trying to split cluster 1 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -941205.500000 Penalty: 2227.301270
	Iteration 0F: 2 clusters Score -941205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -934873.625000 Penalty: 4454.602539
	Iteration 0F: 3 clusters Score -934873.6 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -936948.812500 Penalty: 4454.602539
	Iteration 1F: 3 clusters Score -936948.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -937457.000000 Penalty: 4454.602539
	Iteration 2F: 3 clusters Score -937457 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -937950.625000 Penalty: 4454.602539
	Iteration 3F: 3 clusters Score -937950.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -938490.687500 Penalty: 4454.602539
	Iteration 4F: 3 clusters Score -938490.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -938962.562500 Penalty: 4454.602539
	Iteration 5F: 3 clusters Score -938962.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -939351.312500 Penalty: 4454.602539
	Iteration 6F: 3 clusters Score -939351.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -939598.000000 Penalty: 4454.602539
	Iteration 7Q: 3 clusters Score -939598 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -939749.312500 Penalty: 4454.602539
	Iteration 8Q: 3 clusters Score -939749.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -939817.000000 Penalty: 4454.602539
	Iteration 9Q: 3 clusters Score -939817 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -939842.812500 Penalty: 4454.602539
	Iteration 10Q: 3 clusters Score -939842.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -939862.812500 Penalty: 4454.602539
	Iteration 11Q: 3 clusters Score -939862.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -939872.375000 Penalty: 4454.602539
	Iteration 12Q: 3 clusters Score -939872.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -939874.812500 Penalty: 4454.602539
	Iteration 13Q: 3 clusters Score -939874.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -939878.000000 Penalty: 4454.602539
	Iteration 14Q: 3 clusters Score -939878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -939882.687500 Penalty: 4454.602539
	Iteration 15Q: 3 clusters Score -939882.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -939884.062500 Penalty: 4454.602539
	Iteration 16Q: 3 clusters Score -939884.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -939885.187500 Penalty: 4454.602539
	Iteration 17Q: 3 clusters Score -939885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -939889.000000 Penalty: 4454.602539
	Iteration 18Q: 3 clusters Score -939889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -939887.687500 Penalty: 4454.602539
	Iteration 19Q: 3 clusters Score -939887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -939888.062500 Penalty: 4454.602539
	Iteration 20F: 3 clusters Score -939888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -939887.812500 Penalty: 4454.602539
	Iteration 21Q: 3 clusters Score -939887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -939887.812500 Penalty: 4454.602539
	Iteration 22F: 3 clusters Score -939887.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -209268.187500 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -209268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -206779.703125 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -206779.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -207192.796875 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -207192.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -207288.359375 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -207288.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -207332.750000 Penalty: 3708.611084
	Iteration 3Q: 3 clusters Score -207332.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -207369.031250 Penalty: 3708.611084
	Iteration 4Q: 3 clusters Score -207369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -207396.718750 Penalty: 3708.611084
	Iteration 5Q: 3 clusters Score -207396.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -207413.281250 Penalty: 3708.611084
	Iteration 6Q: 3 clusters Score -207413.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -207419.281250 Penalty: 3708.611084
	Iteration 7Q: 3 clusters Score -207419.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -207423.765625 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -207423.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -207430.968750 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -207431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -207437.000000 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -207437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -207443.062500 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -207443.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -207450.468750 Penalty: 3708.611084
	Iteration 12Q: 3 clusters Score -207450.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -207457.281250 Penalty: 3708.611084
	Iteration 13Q: 3 clusters Score -207457.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -207462.000000 Penalty: 3708.611084
	Iteration 14Q: 3 clusters Score -207462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -207465.359375 Penalty: 3708.611084
	Iteration 15Q: 3 clusters Score -207465.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -207466.515625 Penalty: 3708.611084
	Iteration 16Q: 3 clusters Score -207466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -207467.656250 Penalty: 3708.611084
	Iteration 17Q: 3 clusters Score -207467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -207468.296875 Penalty: 3708.611084
	Iteration 18Q: 3 clusters Score -207468.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -207468.296875 Penalty: 3708.611084
	Iteration 19F: 3 clusters Score -207468.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Entering Unmasked Estep 
Score: -5373412.000000 Penalty: 2654.610840
	Iteration 0F: 2 clusters Score -5373412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -5343487.000000 Penalty: 5309.221680
	Iteration 0F: 3 clusters Score -5343487 nChanged 20502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -5354725.000000 Penalty: 5309.221680
	Iteration 1F: 3 clusters Score -5354725 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5355370.500000 Penalty: 5309.221680
	Iteration 2Q: 3 clusters Score -5355370 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -5356001.000000 Penalty: 5309.221680
	Iteration 3Q: 3 clusters Score -5356001 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -5356665.500000 Penalty: 5309.221680
	Iteration 4Q: 3 clusters Score -5356666 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -5357388.500000 Penalty: 5309.221680
	Iteration 5Q: 3 clusters Score -5357388 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -5358301.500000 Penalty: 5309.221680
	Iteration 6Q: 3 clusters Score -5358302 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -5359587.500000 Penalty: 5309.221680
	Iteration 7F: 3 clusters Score -5359588 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -5361181.000000 Penalty: 5309.221680
	Iteration 8F: 3 clusters Score -5361181 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -5363008.000000 Penalty: 5309.221680
	Iteration 9F: 3 clusters Score -5363008 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -5364663.000000 Penalty: 5309.221680
	Iteration 10F: 3 clusters Score -5364663 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -5365892.500000 Penalty: 5309.221680
	Iteration 11Q: 3 clusters Score -5365892 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -5366636.000000 Penalty: 5309.221680
	Iteration 12Q: 3 clusters Score -5366636 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -5367065.500000 Penalty: 5309.221680
	Iteration 13Q: 3 clusters Score -5367066 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -5367375.000000 Penalty: 5309.221680
	Iteration 14Q: 3 clusters Score -5367375 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -5367664.500000 Penalty: 5309.221680
	Iteration 15Q: 3 clusters Score -5367664 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -5367891.000000 Penalty: 5309.221680
	Iteration 16Q: 3 clusters Score -5367891 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -5368145.000000 Penalty: 5309.221680
	Iteration 17Q: 3 clusters Score -5368145 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -5368421.000000 Penalty: 5309.221680
	Iteration 18Q: 3 clusters Score -5368421 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -5368720.000000 Penalty: 5309.221680
	Iteration 19Q: 3 clusters Score -5368720 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -5368963.500000 Penalty: 5309.221680
	Iteration 20F: 3 clusters Score -5368964 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -5369226.000000 Penalty: 5309.221680
	Iteration 21Q: 3 clusters Score -5369226 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -5369426.500000 Penalty: 5309.221680
	Iteration 22Q: 3 clusters Score -5369426 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -5369612.000000 Penalty: 5309.221680
	Iteration 23Q: 3 clusters Score -5369612 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -5369782.000000 Penalty: 5309.221680
	Iteration 24Q: 3 clusters Score -5369782 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -5369911.000000 Penalty: 5309.221680
	Iteration 25Q: 3 clusters Score -5369911 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -5370015.500000 Penalty: 5309.221680
	Iteration 26Q: 3 clusters Score -5370016 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -5370132.000000 Penalty: 5309.221680
	Iteration 27Q: 3 clusters Score -5370132 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -5370274.500000 Penalty: 5309.221680
	Iteration 28Q: 3 clusters Score -5370274 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -5370445.500000 Penalty: 5309.221680
	Iteration 29Q: 3 clusters Score -5370446 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -5370607.500000 Penalty: 5309.221680
	Iteration 30Q: 3 clusters Score -5370608 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -5370733.000000 Penalty: 5309.221680
	Iteration 31Q: 3 clusters Score -5370733 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -5370881.500000 Penalty: 5309.221680
	Iteration 32Q: 3 clusters Score -5370882 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -5371027.000000 Penalty: 5309.221680
	Iteration 33Q: 3 clusters Score -5371027 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -5371176.000000 Penalty: 5309.221680
	Iteration 34Q: 3 clusters Score -5371176 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -5371334.500000 Penalty: 5309.221680
	Iteration 35Q: 3 clusters Score -5371334 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -5371495.500000 Penalty: 5309.221680
	Iteration 36Q: 3 clusters Score -5371496 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -5371674.000000 Penalty: 5309.221680
	Iteration 37Q: 3 clusters Score -5371674 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -5371871.500000 Penalty: 5309.221680
	Iteration 38Q: 3 clusters Score -5371872 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -5371999.000000 Penalty: 5309.221680
	Iteration 39Q: 3 clusters Score -5371999 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -5372140.000000 Penalty: 5309.221680
	Iteration 40F: 3 clusters Score -5372140 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -5372254.500000 Penalty: 5309.221680
	Iteration 41Q: 3 clusters Score -5372254 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -5372335.500000 Penalty: 5309.221680
	Iteration 42Q: 3 clusters Score -5372336 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -5372438.000000 Penalty: 5309.221680
	Iteration 43Q: 3 clusters Score -5372438 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -5372518.500000 Penalty: 5309.221680
	Iteration 44Q: 3 clusters Score -5372518 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -5372610.000000 Penalty: 5309.221680
	Iteration 45Q: 3 clusters Score -5372610 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -5372661.000000 Penalty: 5309.221680
	Iteration 46Q: 3 clusters Score -5372661 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -5372743.000000 Penalty: 5309.221680
	Iteration 47Q: 3 clusters Score -5372743 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -5372809.500000 Penalty: 5309.221680
	Iteration 48Q: 3 clusters Score -5372810 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -5372884.500000 Penalty: 5309.221680
	Iteration 49Q: 3 clusters Score -5372884 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -5372938.000000 Penalty: 5309.221680
	Iteration 50Q: 3 clusters Score -5372938 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -5373049.500000 Penalty: 5309.221680
	Iteration 51Q: 3 clusters Score -5373050 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -5373150.500000 Penalty: 5309.221680
	Iteration 52Q: 3 clusters Score -5373150 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -5373236.500000 Penalty: 5309.221680
	Iteration 53Q: 3 clusters Score -5373236 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -5373342.000000 Penalty: 5309.221680
	Iteration 54Q: 3 clusters Score -5373342 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -5373436.500000 Penalty: 5309.221680
	Iteration 55Q: 3 clusters Score -5373436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -5373487.000000 Penalty: 5309.221680
	Iteration 56Q: 3 clusters Score -5373487 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -5373515.000000 Penalty: 5309.221680
	Iteration 57Q: 3 clusters Score -5373515 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -5373533.500000 Penalty: 5309.221680
	Iteration 58Q: 3 clusters Score -5373534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -5373553.000000 Penalty: 5309.221680
	Iteration 59Q: 3 clusters Score -5373553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -5373569.000000 Penalty: 5309.221680
	Iteration 60F: 3 clusters Score -5373569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -5373589.000000 Penalty: 5309.221680
	Iteration 61Q: 3 clusters Score -5373589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -5373594.500000 Penalty: 5309.221680
	Iteration 62Q: 3 clusters Score -5373594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -5373595.000000 Penalty: 5309.221680
	Iteration 63Q: 3 clusters Score -5373595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -5373589.500000 Penalty: 5309.221680
	Iteration 64Q: 3 clusters Score -5373590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5373596.500000 Penalty: 5309.221680
	Iteration 65Q: 3 clusters Score -5373596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5373600.500000 Penalty: 5309.221680
	Iteration 66Q: 3 clusters Score -5373600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5373606.000000 Penalty: 5309.221680
	Iteration 67Q: 3 clusters Score -5373606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -5373602.000000 Penalty: 5309.221680
	Iteration 68Q: 3 clusters Score -5373602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -5373604.500000 Penalty: 5309.221680
	Iteration 69Q: 3 clusters Score -5373604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -5373606.000000 Penalty: 5309.221680
	Iteration 70Q: 3 clusters Score -5373606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -5373607.000000 Penalty: 5309.221680
	Iteration 71Q: 3 clusters Score -5373607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -5373604.500000 Penalty: 5309.221680
	Iteration 72Q: 3 clusters Score -5373604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -5373604.000000 Penalty: 5309.221680
	Iteration 73Q: 3 clusters Score -5373604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -5373602.500000 Penalty: 5309.221680
	Iteration 74Q: 3 clusters Score -5373602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -5373602.500000 Penalty: 5309.221680
	Iteration 75F: 3 clusters Score -5373602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 2907 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 41630 members 
Entering Unmasked Estep 
Score: -154542784.000000 Penalty: 293480.187500
Splitting cluster 3 changes total score from -154543520.000000 to -154542784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (22590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Entering Unmasked Estep 
Score: -2713152.000000 Penalty: 2486.265137
	Iteration 0F: 2 clusters Score -2713152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2697266 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2702950 nChanged 1307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2703575 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2704317 nChanged 1275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2705160 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2706112 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2707121 nChanged 1287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2708066 nChanged 1230
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Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2708867 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2709492 nChanged 876
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2709925 nChanged 696
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2710234 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2710456 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2710627.250000 Penalty: 4972.530273
	Iteration 13Q: 3 clusters Score -2710627 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2710771 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2710877 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2710994 nChanged 265
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2711078 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2711167 nChanged 261
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Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2711233 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2711276.250000 Penalty: 4972.530273
	Iteration 20F: 3 clusters Score -2711276 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2711334.000000 Penalty: 4972.530273
	Iteration 21Q: 3 clusters Score -2711334 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2711382 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2711397.250000 Penalty: 4972.530273
	Iteration 23Q: 3 clusters Score -2711397 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2711421.250000 Penalty: 4972.530273
	Iteration 24Q: 3 clusters Score -2711421 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2711443.500000 Penalty: 4972.530273
	Iteration 25Q: 3 clusters Score -2711444 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2711468 nChanged 92
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Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2711478.250000 Penalty: 4972.530273
	Iteration 27Q: 3 clusters Score -2711478 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2711482 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2711496 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2711507.000000 Penalty: 4972.530273
	Iteration 30Q: 3 clusters Score -2711507 nChanged 86
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Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2711524.750000 Penalty: 4972.530273
	Iteration 31Q: 3 clusters Score -2711525 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2711531.000000 Penalty: 4972.530273
	Iteration 32Q: 3 clusters Score -2711531 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2711554 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2711558.250000 Penalty: 4972.530273
	Iteration 34Q: 3 clusters Score -2711558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2711570.500000 Penalty: 4972.530273
	Iteration 35Q: 3 clusters Score -2711570 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12029 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2711580 nChanged 67
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Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2711596 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2711603.500000 Penalty: 4972.530273
	Iteration 38Q: 3 clusters Score -2711604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2711619.500000 Penalty: 4972.530273
	Iteration 39Q: 3 clusters Score -2711620 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2711616.000000 Penalty: 4972.530273
	Iteration 40F: 3 clusters Score -2711616 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2711630.000000 Penalty: 4972.530273
	Iteration 41Q: 3 clusters Score -2711630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2711641.500000 Penalty: 4972.530273
	Iteration 42Q: 3 clusters Score -2711642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2711649.250000 Penalty: 4972.530273
	Iteration 43Q: 3 clusters Score -2711649 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12539 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2711660 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2711666.500000 Penalty: 4972.530273
	Iteration 45Q: 3 clusters Score -2711666 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2711679.750000 Penalty: 4972.530273
	Iteration 46Q: 3 clusters Score -2711680 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2711678 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2711681.500000 Penalty: 4972.530273
	Iteration 48Q: 3 clusters Score -2711682 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2711683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2711680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2711690.000000 Penalty: 4972.530273
	Iteration 51Q: 3 clusters Score -2711690 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2711694.000000 Penalty: 4972.530273
	Iteration 52Q: 3 clusters Score -2711694 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12880 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2711697 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2711701.500000 Penalty: 4972.530273
	Iteration 54Q: 3 clusters Score -2711702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2711708.750000 Penalty: 4972.530273
	Iteration 55Q: 3 clusters Score -2711709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
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Entering Unmasked Estep 
Score: -2711717.250000 Penalty: 4972.530273
	Iteration 56Q: 3 clusters Score -2711717 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13029 members 
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Entering Unmasked Estep 
Score: -2711720.000000 Penalty: 4972.530273
	Iteration 57Q: 3 clusters Score -2711720 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2711720 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2711735.750000 Penalty: 4972.530273
	Iteration 59Q: 3 clusters Score -2711736 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2711744.000000 Penalty: 4972.530273
	Iteration 60F: 3 clusters Score -2711744 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13216 members 
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Entering Unmasked Estep 
Score: -2711745.000000 Penalty: 4972.530273
	Iteration 61Q: 3 clusters Score -2711745 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2711759 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13329 members 
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Entering Unmasked Estep 
Score: -2711772.000000 Penalty: 4972.530273
	Iteration 63Q: 3 clusters Score -2711772 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2711779.000000 Penalty: 4972.530273
	Iteration 64Q: 3 clusters Score -2711779 nChanged 68
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Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2711789.250000 Penalty: 4972.530273
	Iteration 65Q: 3 clusters Score -2711789 nChanged 68
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Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2711810 nChanged 84
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Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2711828 nChanged 94
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Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2711853.750000 Penalty: 4972.530273
	Iteration 68Q: 3 clusters Score -2711854 nChanged 112
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Mstep: Class 1 contains 13779 members 
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Entering Unmasked Estep 
Score: -2711871.250000 Penalty: 4972.530273
	Iteration 69Q: 3 clusters Score -2711871 nChanged 87
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Mstep: Class 1 contains 13864 members 
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	Iteration 70Q: 3 clusters Score -2711892 nChanged 95
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Mstep: Class 1 contains 13949 members 
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Entering Unmasked Estep 
Score: -2711905.750000 Penalty: 4972.530273
	Iteration 71Q: 3 clusters Score -2711906 nChanged 98
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Entering Unmasked Estep 
Score: -2711921.000000 Penalty: 4972.530273
	Iteration 72Q: 3 clusters Score -2711921 nChanged 75
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Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2711938 nChanged 84
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Mstep: Class 1 contains 14192 members 
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Entering Unmasked Estep 
Score: -2711956.250000 Penalty: 4972.530273
	Iteration 74Q: 3 clusters Score -2711956 nChanged 87
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Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 8313 members 
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	Iteration 75Q: 3 clusters Score -2711980 nChanged 107
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Mstep: Class 2 contains 8212 members 
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	Iteration 76Q: 3 clusters Score -2712003 nChanged 106
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	Iteration 77Q: 3 clusters Score -2712010 nChanged 114
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Entering Unmasked Estep 
Score: -2712031.250000 Penalty: 4972.530273
	Iteration 78Q: 3 clusters Score -2712031 nChanged 106
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	Iteration 79Q: 3 clusters Score -2712059 nChanged 104
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Mstep: Class 1 contains 14804 members 
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Score: -2712074.500000 Penalty: 4972.530273
	Iteration 80F: 3 clusters Score -2712074 nChanged 96
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Mstep: Class 1 contains 14898 members 
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	Iteration 81Q: 3 clusters Score -2712091 nChanged 92
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Mstep: Class 1 contains 14986 members 
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	Iteration 82Q: 3 clusters Score -2712106 nChanged 76
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Mstep: Class 1 contains 15062 members 
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	Iteration 83Q: 3 clusters Score -2712119 nChanged 66
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Entering Unmasked Estep 
Score: -2712140.000000 Penalty: 4972.530273
	Iteration 84Q: 3 clusters Score -2712140 nChanged 68
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Entering Unmasked Estep 
Score: -2712152.750000 Penalty: 4972.530273
	Iteration 85Q: 3 clusters Score -2712153 nChanged 64
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Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2712154 nChanged 61
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2712180 nChanged 60
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Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2712185 nChanged 58
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2712204 nChanged 73
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Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2712210 nChanged 65
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2712224 nChanged 74
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2712236 nChanged 60
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2712250 nChanged 60
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Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2712256.500000 Penalty: 4972.530273
	Iteration 94Q: 3 clusters Score -2712256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2712268.250000 Penalty: 4972.530273
	Iteration 95Q: 3 clusters Score -2712268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2712286.000000 Penalty: 4972.530273
	Iteration 96Q: 3 clusters Score -2712286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2712289.250000 Penalty: 4972.530273
	Iteration 97Q: 3 clusters Score -2712289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2712288.000000 Penalty: 4972.530273
	Iteration 98Q: 3 clusters Score -2712288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2712293.500000 Penalty: 4972.530273
	Iteration 99Q: 3 clusters Score -2712294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2712297.500000 Penalty: 4972.530273
	Iteration 100F: 3 clusters Score -2712298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2712297.500000 Penalty: 4972.530273
	Iteration 101Q: 3 clusters Score -2712298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2712305.250000 Penalty: 4972.530273
	Iteration 102Q: 3 clusters Score -2712305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2712302.250000 Penalty: 4972.530273
	Iteration 103Q: 3 clusters Score -2712302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2712294.250000 Penalty: 4972.530273
	Iteration 104Q: 3 clusters Score -2712294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2712297.500000 Penalty: 4972.530273
	Iteration 105Q: 3 clusters Score -2712298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2712300.000000 Penalty: 4972.530273
	Iteration 106Q: 3 clusters Score -2712300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2712304.000000 Penalty: 4972.530273
	Iteration 107Q: 3 clusters Score -2712304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2712308.250000 Penalty: 4972.530273
	Iteration 108Q: 3 clusters Score -2712308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2712307.250000 Penalty: 4972.530273
	Iteration 109Q: 3 clusters Score -2712307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2712310.000000 Penalty: 4972.530273
	Iteration 110Q: 3 clusters Score -2712310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2712310.250000 Penalty: 4972.530273
	Iteration 111Q: 3 clusters Score -2712310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2712310.250000 Penalty: 4972.530273
	Iteration 112Q: 3 clusters Score -2712310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2712312.500000 Penalty: 4972.530273
	Iteration 113Q: 3 clusters Score -2712312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2712311.500000 Penalty: 4972.530273
	Iteration 114Q: 3 clusters Score -2712312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2712311.250000 Penalty: 4972.530273
	Iteration 115Q: 3 clusters Score -2712311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2712311.500000 Penalty: 4972.530273
	Iteration 116Q: 3 clusters Score -2712312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2712309.500000 Penalty: 4972.530273
	Iteration 117Q: 3 clusters Score -2712310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2712310.000000 Penalty: 4972.530273
	Iteration 118Q: 3 clusters Score -2712310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2712309.750000 Penalty: 4972.530273
	Iteration 119Q: 3 clusters Score -2712310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2712310.000000 Penalty: 4972.530273
	Iteration 120F: 3 clusters Score -2712310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Entering Unmasked Estep 
Score: -727030.062500 Penalty: 2169.500977
	Iteration 0F: 2 clusters Score -727030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -721678.625000 Penalty: 4339.001953
	Iteration 0F: 3 clusters Score -721678.6 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -723037.062500 Penalty: 4339.001953
	Iteration 1F: 3 clusters Score -723037.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -723427.250000 Penalty: 4339.001953
	Iteration 2F: 3 clusters Score -723427.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -723804.937500 Penalty: 4339.001953
	Iteration 3F: 3 clusters Score -723804.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -724167.625000 Penalty: 4339.001953
	Iteration 4F: 3 clusters Score -724167.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -724482.000000 Penalty: 4339.001953
	Iteration 5F: 3 clusters Score -724482 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -724734.000000 Penalty: 4339.001953
	Iteration 6F: 3 clusters Score -724734 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -724940.750000 Penalty: 4339.001953
	Iteration 7Q: 3 clusters Score -724940.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -725129.500000 Penalty: 4339.001953
	Iteration 8Q: 3 clusters Score -725129.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -725289.562500 Penalty: 4339.001953
	Iteration 9Q: 3 clusters Score -725289.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -725429.312500 Penalty: 4339.001953
	Iteration 10Q: 3 clusters Score -725429.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -725529.000000 Penalty: 4339.001953
	Iteration 11Q: 3 clusters Score -725529 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -725612.125000 Penalty: 4339.001953
	Iteration 12Q: 3 clusters Score -725612.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -725675.187500 Penalty: 4339.001953
	Iteration 13Q: 3 clusters Score -725675.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -725731.062500 Penalty: 4339.001953
	Iteration 14Q: 3 clusters Score -725731.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -725778.125000 Penalty: 4339.001953
	Iteration 15Q: 3 clusters Score -725778.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -725814.625000 Penalty: 4339.001953
	Iteration 16Q: 3 clusters Score -725814.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -725848.375000 Penalty: 4339.001953
	Iteration 17Q: 3 clusters Score -725848.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -725875.812500 Penalty: 4339.001953
	Iteration 18Q: 3 clusters Score -725875.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -725902.250000 Penalty: 4339.001953
	Iteration 19Q: 3 clusters Score -725902.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -725927.937500 Penalty: 4339.001953
	Iteration 20F: 3 clusters Score -725927.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -725944.875000 Penalty: 4339.001953
	Iteration 21Q: 3 clusters Score -725944.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -725961.375000 Penalty: 4339.001953
	Iteration 22Q: 3 clusters Score -725961.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -725979.062500 Penalty: 4339.001953
	Iteration 23Q: 3 clusters Score -725979.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -725992.500000 Penalty: 4339.001953
	Iteration 24Q: 3 clusters Score -725992.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -726002.750000 Penalty: 4339.001953
	Iteration 25Q: 3 clusters Score -726002.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -726012.187500 Penalty: 4339.001953
	Iteration 26Q: 3 clusters Score -726012.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -726022.250000 Penalty: 4339.001953
	Iteration 27Q: 3 clusters Score -726022.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -726025.937500 Penalty: 4339.001953
	Iteration 28Q: 3 clusters Score -726025.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -726032.250000 Penalty: 4339.001953
	Iteration 29Q: 3 clusters Score -726032.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -726034.437500 Penalty: 4339.001953
	Iteration 30Q: 3 clusters Score -726034.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -726042.750000 Penalty: 4339.001953
	Iteration 31Q: 3 clusters Score -726042.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -726045.562500 Penalty: 4339.001953
	Iteration 32Q: 3 clusters Score -726045.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -726046.437500 Penalty: 4339.001953
	Iteration 33Q: 3 clusters Score -726046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -726047.500000 Penalty: 4339.001953
	Iteration 34Q: 3 clusters Score -726047.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -726046.937500 Penalty: 4339.001953
	Iteration 35Q: 3 clusters Score -726046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -726047.187500 Penalty: 4339.001953
	Iteration 36Q: 3 clusters Score -726047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -726047.562500 Penalty: 4339.001953
	Iteration 37Q: 3 clusters Score -726047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -726049.125000 Penalty: 4339.001953
	Iteration 38Q: 3 clusters Score -726049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -726048.312500 Penalty: 4339.001953
	Iteration 39Q: 3 clusters Score -726048.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -726048.312500 Penalty: 4339.001953
	Iteration 40F: 3 clusters Score -726048.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -264742.187500 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -264742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -261764.546875 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -261764.5 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -262429.531250 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -262429.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -262629.437500 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -262629.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -262751.093750 Penalty: 3902.464111
	Iteration 3F: 3 clusters Score -262751.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -262856.281250 Penalty: 3902.464111
	Iteration 4Q: 3 clusters Score -262856.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -262956.968750 Penalty: 3902.464111
	Iteration 5Q: 3 clusters Score -262957 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -263053.468750 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -263053.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -263148.406250 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -263148.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -263242.781250 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -263242.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -263346.562500 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -263346.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -263405.906250 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -263405.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -263463.125000 Penalty: 3902.464111
	Iteration 11Q: 3 clusters Score -263463.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -263531.343750 Penalty: 3902.464111
	Iteration 12Q: 3 clusters Score -263531.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -263589.343750 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -263589.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -263642.343750 Penalty: 3902.464111
	Iteration 14Q: 3 clusters Score -263642.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -263683.468750 Penalty: 3902.464111
	Iteration 15Q: 3 clusters Score -263683.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -263725.437500 Penalty: 3902.464111
	Iteration 16Q: 3 clusters Score -263725.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -263763.437500 Penalty: 3902.464111
	Iteration 17Q: 3 clusters Score -263763.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -263792.125000 Penalty: 3902.464111
	Iteration 18Q: 3 clusters Score -263792.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -263810.562500 Penalty: 3902.464111
	Iteration 19Q: 3 clusters Score -263810.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -263832.156250 Penalty: 3902.464111
	Iteration 20F: 3 clusters Score -263832.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -263842.906250 Penalty: 3902.464111
	Iteration 21Q: 3 clusters Score -263842.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -263850.093750 Penalty: 3902.464111
	Iteration 22Q: 3 clusters Score -263850.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -263856.906250 Penalty: 3902.464111
	Iteration 23Q: 3 clusters Score -263856.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -263861.281250 Penalty: 3902.464111
	Iteration 24Q: 3 clusters Score -263861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -263862.687500 Penalty: 3902.464111
	Iteration 25Q: 3 clusters Score -263862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -263863.593750 Penalty: 3902.464111
	Iteration 26Q: 3 clusters Score -263863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -263864.437500 Penalty: 3902.464111
	Iteration 27Q: 3 clusters Score -263864.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -263865.062500 Penalty: 3902.464111
	Iteration 28Q: 3 clusters Score -263865.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -263865.187500 Penalty: 3902.464111
	Iteration 29Q: 3 clusters Score -263865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -263865.625000 Penalty: 3902.464111
	Iteration 30Q: 3 clusters Score -263865.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -263866.906250 Penalty: 3902.464111
	Iteration 31Q: 3 clusters Score -263866.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -263866.906250 Penalty: 3902.464111
	Iteration 32F: 3 clusters Score -263866.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Entering Unmasked Estep 
Score: -3946871.500000 Penalty: 2576.707275
	Iteration 0F: 2 clusters Score -3946872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3924749.750000 Penalty: 5153.414551
	Iteration 0F: 3 clusters Score -3924750 nChanged 14758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3933025.000000 Penalty: 5153.414551
	Iteration 1F: 3 clusters Score -3933025 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3933965.750000 Penalty: 5153.414551
	Iteration 2F: 3 clusters Score -3933966 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3935306.500000 Penalty: 5153.414551
	Iteration 3F: 3 clusters Score -3935306 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3937066.250000 Penalty: 5153.414551
	Iteration 4F: 3 clusters Score -3937066 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -3938999.250000 Penalty: 5153.414551
	Iteration 5F: 3 clusters Score -3938999 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -3940892.500000 Penalty: 5153.414551
	Iteration 6F: 3 clusters Score -3940892 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -3942518.250000 Penalty: 5153.414551
	Iteration 7F: 3 clusters Score -3942518 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -3943741.000000 Penalty: 5153.414551
	Iteration 8Q: 3 clusters Score -3943741 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3944695.000000 Penalty: 5153.414551
	Iteration 9Q: 3 clusters Score -3944695 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3945579.250000 Penalty: 5153.414551
	Iteration 10Q: 3 clusters Score -3945579 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3946178.000000 Penalty: 5153.414551
	Iteration 11Q: 3 clusters Score -3946178 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3946482.000000 Penalty: 5153.414551
	Iteration 12Q: 3 clusters Score -3946482 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3946621.750000 Penalty: 5153.414551
	Iteration 13Q: 3 clusters Score -3946622 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3946681.750000 Penalty: 5153.414551
	Iteration 14Q: 3 clusters Score -3946682 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3946743.500000 Penalty: 5153.414551
	Iteration 15Q: 3 clusters Score -3946744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3946752.250000 Penalty: 5153.414551
	Iteration 16Q: 3 clusters Score -3946752 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3946771.000000 Penalty: 5153.414551
	Iteration 17Q: 3 clusters Score -3946771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3946794.000000 Penalty: 5153.414551
	Iteration 18Q: 3 clusters Score -3946794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3946798.000000 Penalty: 5153.414551
	Iteration 19Q: 3 clusters Score -3946798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3946804.000000 Penalty: 5153.414551
	Iteration 20F: 3 clusters Score -3946804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3946800.250000 Penalty: 5153.414551
	Iteration 21Q: 3 clusters Score -3946800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3946809.250000 Penalty: 5153.414551
	Iteration 22Q: 3 clusters Score -3946809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3946804.000000 Penalty: 5153.414551
	Iteration 23Q: 3 clusters Score -3946804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3946799.750000 Penalty: 5153.414551
	Iteration 24Q: 3 clusters Score -3946800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3946800.000000 Penalty: 5153.414551
	Iteration 25Q: 3 clusters Score -3946800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3946803.750000 Penalty: 5153.414551
	Iteration 26Q: 3 clusters Score -3946804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3946806.000000 Penalty: 5153.414551
	Iteration 27Q: 3 clusters Score -3946806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3946812.000000 Penalty: 5153.414551
	Iteration 28Q: 3 clusters Score -3946812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3946807.250000 Penalty: 5153.414551
	Iteration 29Q: 3 clusters Score -3946807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3946807.500000 Penalty: 5153.414551
	Iteration 30Q: 3 clusters Score -3946808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3946812.500000 Penalty: 5153.414551
	Iteration 31Q: 3 clusters Score -3946812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3946814.750000 Penalty: 5153.414551
	Iteration 32Q: 3 clusters Score -3946815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3946816.250000 Penalty: 5153.414551
	Iteration 33Q: 3 clusters Score -3946816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3946818.750000 Penalty: 5153.414551
	Iteration 34Q: 3 clusters Score -3946819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3946816.250000 Penalty: 5153.414551
	Iteration 35Q: 3 clusters Score -3946816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3946819.250000 Penalty: 5153.414551
	Iteration 36Q: 3 clusters Score -3946819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3946814.750000 Penalty: 5153.414551
	Iteration 37Q: 3 clusters Score -3946815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3946823.250000 Penalty: 5153.414551
	Iteration 38Q: 3 clusters Score -3946823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3946822.750000 Penalty: 5153.414551
	Iteration 39Q: 3 clusters Score -3946823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3946825.250000 Penalty: 5153.414551
	Iteration 40F: 3 clusters Score -3946825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3946831.750000 Penalty: 5153.414551
	Iteration 41Q: 3 clusters Score -3946832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3946830.000000 Penalty: 5153.414551
	Iteration 42Q: 3 clusters Score -3946830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3946832.750000 Penalty: 5153.414551
	Iteration 43Q: 3 clusters Score -3946833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3946822.250000 Penalty: 5153.414551
	Iteration 44Q: 3 clusters Score -3946822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3946830.500000 Penalty: 5153.414551
	Iteration 45Q: 3 clusters Score -3946830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3946831.000000 Penalty: 5153.414551
	Iteration 46Q: 3 clusters Score -3946831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3946834.000000 Penalty: 5153.414551
	Iteration 47Q: 3 clusters Score -3946834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3946832.500000 Penalty: 5153.414551
	Iteration 48Q: 3 clusters Score -3946832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3946832.750000 Penalty: 5153.414551
	Iteration 49Q: 3 clusters Score -3946833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3946832.750000 Penalty: 5153.414551
	Iteration 50F: 3 clusters Score -3946833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (136497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136497 members 
Entering Unmasked Estep 
Score: -16564025.000000 Penalty: 2932.366211
	Iteration 0F: 2 clusters Score -1.656402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -16473057.000000 Penalty: 5864.732422
	Iteration 0F: 3 clusters Score -1.647306e+07 nChanged 65093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69936 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -16510960.000000 Penalty: 5864.732422
	Iteration 1F: 3 clusters Score -1.651096e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -16512219.000000 Penalty: 5864.732422
	Iteration 2Q: 3 clusters Score -1.651222e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -16514108.000000 Penalty: 5864.732422
	Iteration 3Q: 3 clusters Score -1.651411e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -16516616.000000 Penalty: 5864.732422
	Iteration 4Q: 3 clusters Score -1.651662e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -16520182.000000 Penalty: 5864.732422
	Iteration 5F: 3 clusters Score -1.652018e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -16524526.000000 Penalty: 5864.732422
	Iteration 6F: 3 clusters Score -1.652453e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94980 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -16529486.000000 Penalty: 5864.732422
	Iteration 7F: 3 clusters Score -1.652949e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -16535080.000000 Penalty: 5864.732422
	Iteration 8F: 3 clusters Score -1.653508e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110622 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -16541235.000000 Penalty: 5864.732422
	Iteration 9F: 3 clusters Score -1.654124e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117926 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -16547299.000000 Penalty: 5864.732422
	Iteration 10F: 3 clusters Score -1.65473e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123973 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -16552712.000000 Penalty: 5864.732422
	Iteration 11Q: 3 clusters Score -1.655271e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128279 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -16556538.000000 Penalty: 5864.732422
	Iteration 12Q: 3 clusters Score -1.655654e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131057 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -16558901.000000 Penalty: 5864.732422
	Iteration 13Q: 3 clusters Score -1.65589e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132720 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -16560485.000000 Penalty: 5864.732422
	Iteration 14Q: 3 clusters Score -1.656048e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133616 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -16561368.000000 Penalty: 5864.732422
	Iteration 15Q: 3 clusters Score -1.656137e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134089 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -16562013.000000 Penalty: 5864.732422
	Iteration 16Q: 3 clusters Score -1.656201e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134301 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -16562304.000000 Penalty: 5864.732422
	Iteration 17Q: 3 clusters Score -1.65623e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134449 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -16562448.000000 Penalty: 5864.732422
	Iteration 18Q: 3 clusters Score -1.656245e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134570 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -16562559.000000 Penalty: 5864.732422
	Iteration 19Q: 3 clusters Score -1.656256e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134666 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -16562602.000000 Penalty: 5864.732422
	Iteration 20F: 3 clusters Score -1.65626e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134745 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -16562676.000000 Penalty: 5864.732422
	Iteration 21Q: 3 clusters Score -1.656268e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134800 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -16562681.000000 Penalty: 5864.732422
	Iteration 22Q: 3 clusters Score -1.656268e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134851 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -16562732.000000 Penalty: 5864.732422
	Iteration 23Q: 3 clusters Score -1.656273e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134891 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -16562760.000000 Penalty: 5864.732422
	Iteration 24Q: 3 clusters Score -1.656276e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134920 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -16562760.000000 Penalty: 5864.732422
	Iteration 25Q: 3 clusters Score -1.656276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134941 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -16562774.000000 Penalty: 5864.732422
	Iteration 26Q: 3 clusters Score -1.656277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134963 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -16562781.000000 Penalty: 5864.732422
	Iteration 27Q: 3 clusters Score -1.656278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134970 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -16562769.000000 Penalty: 5864.732422
	Iteration 28Q: 3 clusters Score -1.656277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134980 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -16562766.000000 Penalty: 5864.732422
	Iteration 29Q: 3 clusters Score -1.656277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134986 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -16562770.000000 Penalty: 5864.732422
	Iteration 30Q: 3 clusters Score -1.656277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134995 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -16562790.000000 Penalty: 5864.732422
	Iteration 31Q: 3 clusters Score -1.656279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134999 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -16562794.000000 Penalty: 5864.732422
	Iteration 32Q: 3 clusters Score -1.656279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135003 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -16562801.000000 Penalty: 5864.732422
	Iteration 33Q: 3 clusters Score -1.65628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135007 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -16562794.000000 Penalty: 5864.732422
	Iteration 34Q: 3 clusters Score -1.656279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135013 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -16562800.000000 Penalty: 5864.732422
	Iteration 35Q: 3 clusters Score -1.65628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135021 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -16562815.000000 Penalty: 5864.732422
	Iteration 36Q: 3 clusters Score -1.656282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135028 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -16562813.000000 Penalty: 5864.732422
	Iteration 37Q: 3 clusters Score -1.656281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135035 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -16562826.000000 Penalty: 5864.732422
	Iteration 38Q: 3 clusters Score -1.656283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135042 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -16562812.000000 Penalty: 5864.732422
	Iteration 39Q: 3 clusters Score -1.656281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135050 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -16562805.000000 Penalty: 5864.732422
	Iteration 40F: 3 clusters Score -1.65628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135058 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -16562817.000000 Penalty: 5864.732422
	Iteration 41Q: 3 clusters Score -1.656282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135064 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -16562820.000000 Penalty: 5864.732422
	Iteration 42Q: 3 clusters Score -1.656282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135067 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -16562830.000000 Penalty: 5864.732422
	Iteration 43Q: 3 clusters Score -1.656283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135073 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -16562830.000000 Penalty: 5864.732422
	Iteration 44Q: 3 clusters Score -1.656283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135079 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -16562832.000000 Penalty: 5864.732422
	Iteration 45Q: 3 clusters Score -1.656283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135082 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16562847.000000 Penalty: 5864.732422
	Iteration 46Q: 3 clusters Score -1.656285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135084 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -16562853.000000 Penalty: 5864.732422
	Iteration 47Q: 3 clusters Score -1.656285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135088 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -16562858.000000 Penalty: 5864.732422
	Iteration 48Q: 3 clusters Score -1.656286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135090 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -16562860.000000 Penalty: 5864.732422
	Iteration 49Q: 3 clusters Score -1.656286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135090 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -16562861.000000 Penalty: 5864.732422
	Iteration 50Q: 3 clusters Score -1.656286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135092 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -16562861.000000 Penalty: 5864.732422
	Iteration 51Q: 3 clusters Score -1.656286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135094 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -16562865.000000 Penalty: 5864.732422
	Iteration 52Q: 3 clusters Score -1.656286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135095 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -16562862.000000 Penalty: 5864.732422
	Iteration 53Q: 3 clusters Score -1.656286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135096 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -16562875.000000 Penalty: 5864.732422
	Iteration 54Q: 3 clusters Score -1.656288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135096 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -16562870.000000 Penalty: 5864.732422
	Iteration 55Q: 3 clusters Score -1.656287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135096 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -16562870.000000 Penalty: 5864.732422
	Iteration 56F: 3 clusters Score -1.656287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -88249.546875 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -88249.55 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 289 members 
Entering Unmasked Estep 
Score: -86729.757812 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -86729.76 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -86940.023438 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -86940.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -87066.445312 Penalty: 3141.306641
	Iteration 2Q: 3 clusters Score -87066.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -87142.695312 Penalty: 3141.306641
	Iteration 3Q: 3 clusters Score -87142.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87200.414062 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -87200.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -87233.867188 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -87233.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -87246.085938 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -87246.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -87308.640625 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -87308.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -87367.085938 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -87367.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -87423.609375 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -87423.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -87461.742188 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -87461.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -87493.929688 Penalty: 3141.306641
	Iteration 11Q: 3 clusters Score -87493.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -87503.750000 Penalty: 3141.306641
	Iteration 12Q: 3 clusters Score -87503.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -87502.929688 Penalty: 3141.306641
	Iteration 13Q: 3 clusters Score -87502.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -87506.859375 Penalty: 3141.306641
	Iteration 14Q: 3 clusters Score -87506.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -87518.226562 Penalty: 3141.306641
	Iteration 15Q: 3 clusters Score -87518.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -87500.906250 Penalty: 3141.306641
	Iteration 16Q: 3 clusters Score -87500.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -87503.132812 Penalty: 3141.306641
	Iteration 17Q: 3 clusters Score -87503.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -87512.445312 Penalty: 3141.306641
	Iteration 18Q: 3 clusters Score -87512.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -87519.992188 Penalty: 3141.306641
	Iteration 19Q: 3 clusters Score -87519.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -87520.539062 Penalty: 3141.306641
	Iteration 20F: 3 clusters Score -87520.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -87512.523438 Penalty: 3141.306641
	Iteration 21Q: 3 clusters Score -87512.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -87529.250000 Penalty: 3141.306641
	Iteration 22Q: 3 clusters Score -87529.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -87531.359375 Penalty: 3141.306641
	Iteration 23Q: 3 clusters Score -87531.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -87546.281250 Penalty: 3141.306641
	Iteration 24Q: 3 clusters Score -87546.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -87546.281250 Penalty: 3141.306641
	Iteration 25F: 3 clusters Score -87546.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Entering Unmasked Estep 
Score: -1336150.750000 Penalty: 2309.217529
	Iteration 0F: 2 clusters Score -1336151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1327776.375000 Penalty: 4618.435059
	Iteration 0F: 3 clusters Score -1327776 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1330181.625000 Penalty: 4618.435059
	Iteration 1F: 3 clusters Score -1330182 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1330494.625000 Penalty: 4618.435059
	Iteration 2F: 3 clusters Score -1330495 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1330739.625000 Penalty: 4618.435059
	Iteration 3Q: 3 clusters Score -1330740 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1330952.500000 Penalty: 4618.435059
	Iteration 4Q: 3 clusters Score -1330952 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1331139.000000 Penalty: 4618.435059
	Iteration 5Q: 3 clusters Score -1331139 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1331277.500000 Penalty: 4618.435059
	Iteration 6Q: 3 clusters Score -1331278 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1331411.500000 Penalty: 4618.435059
	Iteration 7Q: 3 clusters Score -1331412 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1331559.125000 Penalty: 4618.435059
	Iteration 8Q: 3 clusters Score -1331559 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1331715.000000 Penalty: 4618.435059
	Iteration 9Q: 3 clusters Score -1331715 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1331892.250000 Penalty: 4618.435059
	Iteration 10Q: 3 clusters Score -1331892 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1332091.000000 Penalty: 4618.435059
	Iteration 11Q: 3 clusters Score -1332091 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1332309.750000 Penalty: 4618.435059
	Iteration 12Q: 3 clusters Score -1332310 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1332542.875000 Penalty: 4618.435059
	Iteration 13Q: 3 clusters Score -1332543 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1332803.250000 Penalty: 4618.435059
	Iteration 14Q: 3 clusters Score -1332803 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1333095.375000 Penalty: 4618.435059
	Iteration 15Q: 3 clusters Score -1333095 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1333366.875000 Penalty: 4618.435059
	Iteration 16Q: 3 clusters Score -1333367 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1333635.875000 Penalty: 4618.435059
	Iteration 17Q: 3 clusters Score -1333636 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1333882.000000 Penalty: 4618.435059
	Iteration 18Q: 3 clusters Score -1333882 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1334100.375000 Penalty: 4618.435059
	Iteration 19Q: 3 clusters Score -1334100 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1334327.000000 Penalty: 4618.435059
	Iteration 20F: 3 clusters Score -1334327 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1334488.125000 Penalty: 4618.435059
	Iteration 21Q: 3 clusters Score -1334488 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1334635.625000 Penalty: 4618.435059
	Iteration 22Q: 3 clusters Score -1334636 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1334802.250000 Penalty: 4618.435059
	Iteration 23Q: 3 clusters Score -1334802 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1334977.250000 Penalty: 4618.435059
	Iteration 24Q: 3 clusters Score -1334977 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1335111.125000 Penalty: 4618.435059
	Iteration 25Q: 3 clusters Score -1335111 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1335200.250000 Penalty: 4618.435059
	Iteration 26Q: 3 clusters Score -1335200 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1335259.875000 Penalty: 4618.435059
	Iteration 27Q: 3 clusters Score -1335260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1335289.625000 Penalty: 4618.435059
	Iteration 28Q: 3 clusters Score -1335290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1335321.375000 Penalty: 4618.435059
	Iteration 29Q: 3 clusters Score -1335321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1335348.500000 Penalty: 4618.435059
	Iteration 30Q: 3 clusters Score -1335348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1335365.750000 Penalty: 4618.435059
	Iteration 31Q: 3 clusters Score -1335366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1335377.250000 Penalty: 4618.435059
	Iteration 32Q: 3 clusters Score -1335377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1335387.750000 Penalty: 4618.435059
	Iteration 33Q: 3 clusters Score -1335388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1335391.750000 Penalty: 4618.435059
	Iteration 34Q: 3 clusters Score -1335392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1335401.625000 Penalty: 4618.435059
	Iteration 35Q: 3 clusters Score -1335402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1335406.750000 Penalty: 4618.435059
	Iteration 36Q: 3 clusters Score -1335407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1335418.750000 Penalty: 4618.435059
	Iteration 37Q: 3 clusters Score -1335419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1335419.750000 Penalty: 4618.435059
	Iteration 38Q: 3 clusters Score -1335420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1335420.625000 Penalty: 4618.435059
	Iteration 39Q: 3 clusters Score -1335421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1335425.750000 Penalty: 4618.435059
	Iteration 40F: 3 clusters Score -1335426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1335427.375000 Penalty: 4618.435059
	Iteration 41Q: 3 clusters Score -1335427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1335425.125000 Penalty: 4618.435059
	Iteration 42Q: 3 clusters Score -1335425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1335426.000000 Penalty: 4618.435059
	Iteration 43Q: 3 clusters Score -1335426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1335427.625000 Penalty: 4618.435059
	Iteration 44Q: 3 clusters Score -1335428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1335426.000000 Penalty: 4618.435059
	Iteration 45Q: 3 clusters Score -1335426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1335430.750000 Penalty: 4618.435059
	Iteration 46Q: 3 clusters Score -1335431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1335430.750000 Penalty: 4618.435059
	Iteration 47F: 3 clusters Score -1335431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -1036194.937500 Penalty: 2247.652832
	Iteration 0F: 2 clusters Score -1036195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1029397.062500 Penalty: 4495.305664
	Iteration 0F: 3 clusters Score -1029397 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1031220.812500 Penalty: 4495.305664
	Iteration 1F: 3 clusters Score -1031221 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1031490.625000 Penalty: 4495.305664
	Iteration 2F: 3 clusters Score -1031491 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1031725.125000 Penalty: 4495.305664
	Iteration 3F: 3 clusters Score -1031725 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1031980.375000 Penalty: 4495.305664
	Iteration 4Q: 3 clusters Score -1031980 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1032289.250000 Penalty: 4495.305664
	Iteration 5F: 3 clusters Score -1032289 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1032699.500000 Penalty: 4495.305664
	Iteration 6F: 3 clusters Score -1032700 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1033138.062500 Penalty: 4495.305664
	Iteration 7F: 3 clusters Score -1033138 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1033538.875000 Penalty: 4495.305664
	Iteration 8F: 3 clusters Score -1033539 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1033828.000000 Penalty: 4495.305664
	Iteration 9F: 3 clusters Score -1033828 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1034018.375000 Penalty: 4495.305664
	Iteration 10Q: 3 clusters Score -1034018 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1034139.937500 Penalty: 4495.305664
	Iteration 11Q: 3 clusters Score -1034140 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1034205.500000 Penalty: 4495.305664
	Iteration 12Q: 3 clusters Score -1034206 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1034239.812500 Penalty: 4495.305664
	Iteration 13Q: 3 clusters Score -1034240 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1034269.562500 Penalty: 4495.305664
	Iteration 14Q: 3 clusters Score -1034270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1034288.375000 Penalty: 4495.305664
	Iteration 15Q: 3 clusters Score -1034288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1034303.062500 Penalty: 4495.305664
	Iteration 16Q: 3 clusters Score -1034303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1034312.687500 Penalty: 4495.305664
	Iteration 17Q: 3 clusters Score -1034313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1034322.687500 Penalty: 4495.305664
	Iteration 18Q: 3 clusters Score -1034323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1034328.562500 Penalty: 4495.305664
	Iteration 19Q: 3 clusters Score -1034329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1034332.937500 Penalty: 4495.305664
	Iteration 20F: 3 clusters Score -1034333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1034336.375000 Penalty: 4495.305664
	Iteration 21Q: 3 clusters Score -1034336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1034342.000000 Penalty: 4495.305664
	Iteration 22Q: 3 clusters Score -1034342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1034346.062500 Penalty: 4495.305664
	Iteration 23Q: 3 clusters Score -1034346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1034347.187500 Penalty: 4495.305664
	Iteration 24Q: 3 clusters Score -1034347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1034349.250000 Penalty: 4495.305664
	Iteration 25Q: 3 clusters Score -1034349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1034356.000000 Penalty: 4495.305664
	Iteration 26Q: 3 clusters Score -1034356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1034350.562500 Penalty: 4495.305664
	Iteration 27Q: 3 clusters Score -1034351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1034355.375000 Penalty: 4495.305664
	Iteration 28Q: 3 clusters Score -1034355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1034355.562500 Penalty: 4495.305664
	Iteration 29Q: 3 clusters Score -1034356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1034357.125000 Penalty: 4495.305664
	Iteration 30Q: 3 clusters Score -1034357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1034357.812500 Penalty: 4495.305664
	Iteration 31Q: 3 clusters Score -1034358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1034360.437500 Penalty: 4495.305664
	Iteration 32Q: 3 clusters Score -1034360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1034361.500000 Penalty: 4495.305664
	Iteration 33Q: 3 clusters Score -1034362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1034359.000000 Penalty: 4495.305664
	Iteration 34Q: 3 clusters Score -1034359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1034359.875000 Penalty: 4495.305664
	Iteration 35Q: 3 clusters Score -1034360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1034359.875000 Penalty: 4495.305664
	Iteration 36F: 3 clusters Score -1034360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Entering Unmasked Estep 
Score: -2013192.750000 Penalty: 2403.515137
	Iteration 0F: 2 clusters Score -2013193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2001517.625000 Penalty: 4807.030273
	Iteration 0F: 3 clusters Score -2001518 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2005227.375000 Penalty: 4807.030273
	Iteration 1F: 3 clusters Score -2005227 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2005557.875000 Penalty: 4807.030273
	Iteration 2F: 3 clusters Score -2005558 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2005783.625000 Penalty: 4807.030273
	Iteration 3Q: 3 clusters Score -2005784 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2005939.750000 Penalty: 4807.030273
	Iteration 4Q: 3 clusters Score -2005940 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2006097.375000 Penalty: 4807.030273
	Iteration 5Q: 3 clusters Score -2006097 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2006292.750000 Penalty: 4807.030273
	Iteration 6Q: 3 clusters Score -2006293 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2006491.250000 Penalty: 4807.030273
	Iteration 7Q: 3 clusters Score -2006491 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2006751.125000 Penalty: 4807.030273
	Iteration 8Q: 3 clusters Score -2006751 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2007081.250000 Penalty: 4807.030273
	Iteration 9Q: 3 clusters Score -2007081 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2007559.750000 Penalty: 4807.030273
	Iteration 10Q: 3 clusters Score -2007560 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2008109.375000 Penalty: 4807.030273
	Iteration 11F: 3 clusters Score -2008109 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2008596.250000 Penalty: 4807.030273
	Iteration 12F: 3 clusters Score -2008596 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2008999.750000 Penalty: 4807.030273
	Iteration 13Q: 3 clusters Score -2009000 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2009329.375000 Penalty: 4807.030273
	Iteration 14Q: 3 clusters Score -2009329 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2009565.875000 Penalty: 4807.030273
	Iteration 15Q: 3 clusters Score -2009566 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2009742.750000 Penalty: 4807.030273
	Iteration 16Q: 3 clusters Score -2009743 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2009851.875000 Penalty: 4807.030273
	Iteration 17Q: 3 clusters Score -2009852 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2009914.375000 Penalty: 4807.030273
	Iteration 18Q: 3 clusters Score -2009914 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2009966.000000 Penalty: 4807.030273
	Iteration 19Q: 3 clusters Score -2009966 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2010021.875000 Penalty: 4807.030273
	Iteration 20F: 3 clusters Score -2010022 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2010041.750000 Penalty: 4807.030273
	Iteration 21Q: 3 clusters Score -2010042 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2010057.625000 Penalty: 4807.030273
	Iteration 22Q: 3 clusters Score -2010058 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2010096.375000 Penalty: 4807.030273
	Iteration 23Q: 3 clusters Score -2010096 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2010116.125000 Penalty: 4807.030273
	Iteration 24Q: 3 clusters Score -2010116 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2010129.875000 Penalty: 4807.030273
	Iteration 25Q: 3 clusters Score -2010130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2010155.625000 Penalty: 4807.030273
	Iteration 26Q: 3 clusters Score -2010156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2010179.000000 Penalty: 4807.030273
	Iteration 27Q: 3 clusters Score -2010179 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2010204.625000 Penalty: 4807.030273
	Iteration 28Q: 3 clusters Score -2010205 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2010236.875000 Penalty: 4807.030273
	Iteration 29Q: 3 clusters Score -2010237 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2010264.000000 Penalty: 4807.030273
	Iteration 30Q: 3 clusters Score -2010264 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2010286.750000 Penalty: 4807.030273
	Iteration 31Q: 3 clusters Score -2010287 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2010321.000000 Penalty: 4807.030273
	Iteration 32Q: 3 clusters Score -2010321 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2010352.250000 Penalty: 4807.030273
	Iteration 33Q: 3 clusters Score -2010352 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2010389.250000 Penalty: 4807.030273
	Iteration 34Q: 3 clusters Score -2010389 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2010413.500000 Penalty: 4807.030273
	Iteration 35Q: 3 clusters Score -2010414 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2010440.625000 Penalty: 4807.030273
	Iteration 36Q: 3 clusters Score -2010441 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2010469.625000 Penalty: 4807.030273
	Iteration 37Q: 3 clusters Score -2010470 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2010495.000000 Penalty: 4807.030273
	Iteration 38Q: 3 clusters Score -2010495 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2010516.875000 Penalty: 4807.030273
	Iteration 39Q: 3 clusters Score -2010517 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2010554.375000 Penalty: 4807.030273
	Iteration 40F: 3 clusters Score -2010554 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2010590.500000 Penalty: 4807.030273
	Iteration 41Q: 3 clusters Score -2010590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2010629.000000 Penalty: 4807.030273
	Iteration 42Q: 3 clusters Score -2010629 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2010662.375000 Penalty: 4807.030273
	Iteration 43Q: 3 clusters Score -2010662 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2010693.375000 Penalty: 4807.030273
	Iteration 44Q: 3 clusters Score -2010693 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2010725.250000 Penalty: 4807.030273
	Iteration 45Q: 3 clusters Score -2010725 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2010752.375000 Penalty: 4807.030273
	Iteration 46Q: 3 clusters Score -2010752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2010784.125000 Penalty: 4807.030273
	Iteration 47Q: 3 clusters Score -2010784 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2010816.625000 Penalty: 4807.030273
	Iteration 48Q: 3 clusters Score -2010817 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2010845.125000 Penalty: 4807.030273
	Iteration 49Q: 3 clusters Score -2010845 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2010883.125000 Penalty: 4807.030273
	Iteration 50Q: 3 clusters Score -2010883 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2010910.250000 Penalty: 4807.030273
	Iteration 51Q: 3 clusters Score -2010910 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2010945.250000 Penalty: 4807.030273
	Iteration 52Q: 3 clusters Score -2010945 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2010977.750000 Penalty: 4807.030273
	Iteration 53Q: 3 clusters Score -2010978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2011014.125000 Penalty: 4807.030273
	Iteration 54Q: 3 clusters Score -2011014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2011043.500000 Penalty: 4807.030273
	Iteration 55Q: 3 clusters Score -2011044 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2011066.375000 Penalty: 4807.030273
	Iteration 56Q: 3 clusters Score -2011066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2011101.500000 Penalty: 4807.030273
	Iteration 57Q: 3 clusters Score -2011102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2011125.375000 Penalty: 4807.030273
	Iteration 58Q: 3 clusters Score -2011125 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2011146.625000 Penalty: 4807.030273
	Iteration 59Q: 3 clusters Score -2011147 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2011178.625000 Penalty: 4807.030273
	Iteration 60F: 3 clusters Score -2011179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2011192.625000 Penalty: 4807.030273
	Iteration 61Q: 3 clusters Score -2011193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2011205.500000 Penalty: 4807.030273
	Iteration 62Q: 3 clusters Score -2011206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2011209.625000 Penalty: 4807.030273
	Iteration 63Q: 3 clusters Score -2011210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2011218.500000 Penalty: 4807.030273
	Iteration 64Q: 3 clusters Score -2011218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2011221.625000 Penalty: 4807.030273
	Iteration 65Q: 3 clusters Score -2011222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2011221.750000 Penalty: 4807.030273
	Iteration 66Q: 3 clusters Score -2011222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2011228.500000 Penalty: 4807.030273
	Iteration 67Q: 3 clusters Score -2011228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2011234.500000 Penalty: 4807.030273
	Iteration 68Q: 3 clusters Score -2011234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2011235.625000 Penalty: 4807.030273
	Iteration 69Q: 3 clusters Score -2011236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2011241.125000 Penalty: 4807.030273
	Iteration 70Q: 3 clusters Score -2011241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2011245.500000 Penalty: 4807.030273
	Iteration 71Q: 3 clusters Score -2011246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2011249.625000 Penalty: 4807.030273
	Iteration 72Q: 3 clusters Score -2011250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2011252.875000 Penalty: 4807.030273
	Iteration 73Q: 3 clusters Score -2011253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2011256.875000 Penalty: 4807.030273
	Iteration 74Q: 3 clusters Score -2011257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2011261.000000 Penalty: 4807.030273
	Iteration 75Q: 3 clusters Score -2011261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2011265.875000 Penalty: 4807.030273
	Iteration 76Q: 3 clusters Score -2011266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2011270.875000 Penalty: 4807.030273
	Iteration 77Q: 3 clusters Score -2011271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2011273.375000 Penalty: 4807.030273
	Iteration 78Q: 3 clusters Score -2011273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2011276.625000 Penalty: 4807.030273
	Iteration 79Q: 3 clusters Score -2011277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2011278.375000 Penalty: 4807.030273
	Iteration 80F: 3 clusters Score -2011278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2011279.875000 Penalty: 4807.030273
	Iteration 81Q: 3 clusters Score -2011280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2011280.625000 Penalty: 4807.030273
	Iteration 82Q: 3 clusters Score -2011281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2011279.500000 Penalty: 4807.030273
	Iteration 83Q: 3 clusters Score -2011280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2011279.500000 Penalty: 4807.030273
	Iteration 84F: 3 clusters Score -2011280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Entering Unmasked Estep 
Score: -1986616.125000 Penalty: 2398.405029
	Iteration 0F: 2 clusters Score -1986616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1975113.000000 Penalty: 4796.810059
	Iteration 0F: 3 clusters Score -1975113 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1978764.500000 Penalty: 4796.810059
	Iteration 1F: 3 clusters Score -1978764 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1979196.250000 Penalty: 4796.810059
	Iteration 2F: 3 clusters Score -1979196 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1979569.500000 Penalty: 4796.810059
	Iteration 3F: 3 clusters Score -1979570 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1979907.875000 Penalty: 4796.810059
	Iteration 4F: 3 clusters Score -1979908 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1980255.250000 Penalty: 4796.810059
	Iteration 5Q: 3 clusters Score -1980255 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1980553.875000 Penalty: 4796.810059
	Iteration 6Q: 3 clusters Score -1980554 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1980843.125000 Penalty: 4796.810059
	Iteration 7Q: 3 clusters Score -1980843 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1981121.875000 Penalty: 4796.810059
	Iteration 8Q: 3 clusters Score -1981122 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1981424.000000 Penalty: 4796.810059
	Iteration 9Q: 3 clusters Score -1981424 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1981698.000000 Penalty: 4796.810059
	Iteration 10Q: 3 clusters Score -1981698 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1982008.625000 Penalty: 4796.810059
	Iteration 11Q: 3 clusters Score -1982009 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1982345.500000 Penalty: 4796.810059
	Iteration 12Q: 3 clusters Score -1982346 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1982667.875000 Penalty: 4796.810059
	Iteration 13Q: 3 clusters Score -1982668 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1982909.875000 Penalty: 4796.810059
	Iteration 14Q: 3 clusters Score -1982910 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1983116.375000 Penalty: 4796.810059
	Iteration 15Q: 3 clusters Score -1983116 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1983303.000000 Penalty: 4796.810059
	Iteration 16Q: 3 clusters Score -1983303 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1983468.625000 Penalty: 4796.810059
	Iteration 17Q: 3 clusters Score -1983469 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1983592.625000 Penalty: 4796.810059
	Iteration 18Q: 3 clusters Score -1983593 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1983681.500000 Penalty: 4796.810059
	Iteration 19Q: 3 clusters Score -1983682 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1983761.375000 Penalty: 4796.810059
	Iteration 20F: 3 clusters Score -1983761 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1983829.875000 Penalty: 4796.810059
	Iteration 21Q: 3 clusters Score -1983830 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1983911.250000 Penalty: 4796.810059
	Iteration 22Q: 3 clusters Score -1983911 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1983979.250000 Penalty: 4796.810059
	Iteration 23Q: 3 clusters Score -1983979 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1984030.875000 Penalty: 4796.810059
	Iteration 24Q: 3 clusters Score -1984031 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1984085.375000 Penalty: 4796.810059
	Iteration 25Q: 3 clusters Score -1984085 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1984132.500000 Penalty: 4796.810059
	Iteration 26Q: 3 clusters Score -1984132 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1984181.625000 Penalty: 4796.810059
	Iteration 27Q: 3 clusters Score -1984182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1984223.125000 Penalty: 4796.810059
	Iteration 28Q: 3 clusters Score -1984223 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1984259.500000 Penalty: 4796.810059
	Iteration 29Q: 3 clusters Score -1984260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1984299.125000 Penalty: 4796.810059
	Iteration 30Q: 3 clusters Score -1984299 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1984334.625000 Penalty: 4796.810059
	Iteration 31Q: 3 clusters Score -1984335 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1984361.750000 Penalty: 4796.810059
	Iteration 32Q: 3 clusters Score -1984362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1984383.250000 Penalty: 4796.810059
	Iteration 33Q: 3 clusters Score -1984383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1984416.000000 Penalty: 4796.810059
	Iteration 34Q: 3 clusters Score -1984416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1984449.125000 Penalty: 4796.810059
	Iteration 35Q: 3 clusters Score -1984449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1984467.000000 Penalty: 4796.810059
	Iteration 36Q: 3 clusters Score -1984467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1984482.625000 Penalty: 4796.810059
	Iteration 37Q: 3 clusters Score -1984483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1984499.500000 Penalty: 4796.810059
	Iteration 38Q: 3 clusters Score -1984500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1984510.250000 Penalty: 4796.810059
	Iteration 39Q: 3 clusters Score -1984510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1984513.625000 Penalty: 4796.810059
	Iteration 40F: 3 clusters Score -1984514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1984520.750000 Penalty: 4796.810059
	Iteration 41Q: 3 clusters Score -1984521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1984528.750000 Penalty: 4796.810059
	Iteration 42Q: 3 clusters Score -1984529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1984532.500000 Penalty: 4796.810059
	Iteration 43Q: 3 clusters Score -1984532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1984533.750000 Penalty: 4796.810059
	Iteration 44Q: 3 clusters Score -1984534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1984533.375000 Penalty: 4796.810059
	Iteration 45Q: 3 clusters Score -1984533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1984537.000000 Penalty: 4796.810059
	Iteration 46Q: 3 clusters Score -1984537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1984539.625000 Penalty: 4796.810059
	Iteration 47Q: 3 clusters Score -1984540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1984538.125000 Penalty: 4796.810059
	Iteration 48Q: 3 clusters Score -1984538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1984541.375000 Penalty: 4796.810059
	Iteration 49Q: 3 clusters Score -1984541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1984543.750000 Penalty: 4796.810059
	Iteration 50Q: 3 clusters Score -1984544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1984540.625000 Penalty: 4796.810059
	Iteration 51Q: 3 clusters Score -1984541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1984545.750000 Penalty: 4796.810059
	Iteration 52Q: 3 clusters Score -1984546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1984545.000000 Penalty: 4796.810059
	Iteration 53Q: 3 clusters Score -1984545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1984545.000000 Penalty: 4796.810059
	Iteration 54F: 3 clusters Score -1984545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -459373.281250 Penalty: 2049.817627
	Iteration 0F: 2 clusters Score -459373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -455533.875000 Penalty: 4099.635254
	Iteration 0F: 3 clusters Score -455533.9 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -456429.062500 Penalty: 4099.635254
	Iteration 1F: 3 clusters Score -456429.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -456748.625000 Penalty: 4099.635254
	Iteration 2F: 3 clusters Score -456748.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -457032.281250 Penalty: 4099.635254
	Iteration 3F: 3 clusters Score -457032.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -457292.531250 Penalty: 4099.635254
	Iteration 4F: 3 clusters Score -457292.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -457587.437500 Penalty: 4099.635254
	Iteration 5F: 3 clusters Score -457587.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -457810.000000 Penalty: 4099.635254
	Iteration 6F: 3 clusters Score -457810 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -457965.531250 Penalty: 4099.635254
	Iteration 7Q: 3 clusters Score -457965.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -458076.906250 Penalty: 4099.635254
	Iteration 8Q: 3 clusters Score -458076.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -458141.437500 Penalty: 4099.635254
	Iteration 9Q: 3 clusters Score -458141.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -458179.781250 Penalty: 4099.635254
	Iteration 10Q: 3 clusters Score -458179.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -458213.937500 Penalty: 4099.635254
	Iteration 11Q: 3 clusters Score -458213.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -458253.750000 Penalty: 4099.635254
	Iteration 12Q: 3 clusters Score -458253.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -458292.625000 Penalty: 4099.635254
	Iteration 13Q: 3 clusters Score -458292.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -458323.812500 Penalty: 4099.635254
	Iteration 14Q: 3 clusters Score -458323.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -458357.281250 Penalty: 4099.635254
	Iteration 15Q: 3 clusters Score -458357.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -458390.312500 Penalty: 4099.635254
	Iteration 16Q: 3 clusters Score -458390.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -458457.312500 Penalty: 4099.635254
	Iteration 17Q: 3 clusters Score -458457.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -458535.093750 Penalty: 4099.635254
	Iteration 18Q: 3 clusters Score -458535.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -458595.031250 Penalty: 4099.635254
	Iteration 19Q: 3 clusters Score -458595 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -458645.343750 Penalty: 4099.635254
	Iteration 20F: 3 clusters Score -458645.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -458692.812500 Penalty: 4099.635254
	Iteration 21Q: 3 clusters Score -458692.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -458742.062500 Penalty: 4099.635254
	Iteration 22Q: 3 clusters Score -458742.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -458782.906250 Penalty: 4099.635254
	Iteration 23Q: 3 clusters Score -458782.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -458811.437500 Penalty: 4099.635254
	Iteration 24Q: 3 clusters Score -458811.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -458828.281250 Penalty: 4099.635254
	Iteration 25Q: 3 clusters Score -458828.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -458838.875000 Penalty: 4099.635254
	Iteration 26Q: 3 clusters Score -458838.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -458845.781250 Penalty: 4099.635254
	Iteration 27Q: 3 clusters Score -458845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -458849.812500 Penalty: 4099.635254
	Iteration 28Q: 3 clusters Score -458849.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -458852.343750 Penalty: 4099.635254
	Iteration 29Q: 3 clusters Score -458852.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -458854.687500 Penalty: 4099.635254
	Iteration 30Q: 3 clusters Score -458854.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -458854.781250 Penalty: 4099.635254
	Iteration 31Q: 3 clusters Score -458854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -458854.312500 Penalty: 4099.635254
	Iteration 32Q: 3 clusters Score -458854.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -458854.593750 Penalty: 4099.635254
	Iteration 33Q: 3 clusters Score -458854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -458856.156250 Penalty: 4099.635254
	Iteration 34Q: 3 clusters Score -458856.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -458856.156250 Penalty: 4099.635254
	Iteration 35F: 3 clusters Score -458856.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -631409.062500 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -631409.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -626664.000000 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -626664 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -627942.625000 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -627942.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -628263.250000 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -628263.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -628481.437500 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -628481.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -628694.437500 Penalty: 4260.675781
	Iteration 4Q: 3 clusters Score -628694.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -628926.562500 Penalty: 4260.675781
	Iteration 5Q: 3 clusters Score -628926.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -629164.250000 Penalty: 4260.675781
	Iteration 6Q: 3 clusters Score -629164.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -629419.812500 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -629419.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -629687.187500 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -629687.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -629897.812500 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -629897.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -630084.375000 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -630084.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -630255.562500 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -630255.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -630404.312500 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -630404.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -630515.937500 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -630515.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -630609.125000 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -630609.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -630683.000000 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -630683 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -630741.062500 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -630741.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -630796.187500 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -630796.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -630852.625000 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -630852.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -630928.937500 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -630928.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -630979.500000 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -630979.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -631023.000000 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -631023 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -631062.312500 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -631062.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -631094.312500 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -631094.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -631120.437500 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -631120.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -631143.562500 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -631143.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -631164.750000 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -631164.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -631177.750000 Penalty: 4260.675781
	Iteration 27Q: 3 clusters Score -631177.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -631192.375000 Penalty: 4260.675781
	Iteration 28Q: 3 clusters Score -631192.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -631208.125000 Penalty: 4260.675781
	Iteration 29Q: 3 clusters Score -631208.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -631216.125000 Penalty: 4260.675781
	Iteration 30Q: 3 clusters Score -631216.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -631223.250000 Penalty: 4260.675781
	Iteration 31Q: 3 clusters Score -631223.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -631231.625000 Penalty: 4260.675781
	Iteration 32Q: 3 clusters Score -631231.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -631239.750000 Penalty: 4260.675781
	Iteration 33Q: 3 clusters Score -631239.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -631246.375000 Penalty: 4260.675781
	Iteration 34Q: 3 clusters Score -631246.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -631252.312500 Penalty: 4260.675781
	Iteration 35Q: 3 clusters Score -631252.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -631255.250000 Penalty: 4260.675781
	Iteration 36Q: 3 clusters Score -631255.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -631257.687500 Penalty: 4260.675781
	Iteration 37Q: 3 clusters Score -631257.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -631258.812500 Penalty: 4260.675781
	Iteration 38Q: 3 clusters Score -631258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -631259.625000 Penalty: 4260.675781
	Iteration 39Q: 3 clusters Score -631259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -631261.812500 Penalty: 4260.675781
	Iteration 40F: 3 clusters Score -631261.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24614.433594 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -24614.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23543.837891 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -23543.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23630.835938 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -23630.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23649.812500 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -23649.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23677.376953 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -23677.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23722.275391 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -23722.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23738.519531 Penalty: 2697.287354
	Iteration 5Q: 3 clusters Score -23738.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23762.054688 Penalty: 2697.287354
	Iteration 6Q: 3 clusters Score -23762.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23762.054688 Penalty: 2697.287354
	Iteration 7F: 3 clusters Score -23762.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -667653.125000 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -667653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -662876.375000 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -662876.4 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -664072.500000 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -664072.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -664320.250000 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -664320.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -664546.375000 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -664546.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -664799.687500 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -664799.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -665122.000000 Penalty: 4260.675781
	Iteration 5F: 3 clusters Score -665122 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -665430.062500 Penalty: 4260.675781
	Iteration 6F: 3 clusters Score -665430.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -665709.562500 Penalty: 4260.675781
	Iteration 7F: 3 clusters Score -665709.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -665959.062500 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -665959.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -666133.125000 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -666133.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -666243.062500 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -666243.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -666316.312500 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -666316.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -666381.125000 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -666381.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -666437.125000 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -666437.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -666477.250000 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -666477.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -666508.937500 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -666508.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -666530.625000 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -666530.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -666553.250000 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -666553.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -666568.062500 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -666568.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -666582.500000 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -666582.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -666588.250000 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -666588.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -666589.562500 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -666589.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -666593.125000 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -666593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -666593.250000 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -666593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -666593.250000 Penalty: 4260.675781
	Iteration 24F: 3 clusters Score -666593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Entering Unmasked Estep 
Score: -1787654.625000 Penalty: 2382.927734
	Iteration 0F: 2 clusters Score -1787655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1776945.500000 Penalty: 4765.855469
	Iteration 0F: 3 clusters Score -1776946 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1780370.875000 Penalty: 4765.855469
	Iteration 1F: 3 clusters Score -1780371 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1780769.000000 Penalty: 4765.855469
	Iteration 2F: 3 clusters Score -1780769 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1781091.250000 Penalty: 4765.855469
	Iteration 3Q: 3 clusters Score -1781091 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1781374.625000 Penalty: 4765.855469
	Iteration 4Q: 3 clusters Score -1781375 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1781694.750000 Penalty: 4765.855469
	Iteration 5Q: 3 clusters Score -1781695 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1782098.000000 Penalty: 4765.855469
	Iteration 6Q: 3 clusters Score -1782098 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1782535.250000 Penalty: 4765.855469
	Iteration 7Q: 3 clusters Score -1782535 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1782970.625000 Penalty: 4765.855469
	Iteration 8Q: 3 clusters Score -1782971 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1783365.000000 Penalty: 4765.855469
	Iteration 9Q: 3 clusters Score -1783365 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1783726.250000 Penalty: 4765.855469
	Iteration 10Q: 3 clusters Score -1783726 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1784030.250000 Penalty: 4765.855469
	Iteration 11Q: 3 clusters Score -1784030 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1784274.125000 Penalty: 4765.855469
	Iteration 12Q: 3 clusters Score -1784274 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1784489.500000 Penalty: 4765.855469
	Iteration 13Q: 3 clusters Score -1784490 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1784694.250000 Penalty: 4765.855469
	Iteration 14Q: 3 clusters Score -1784694 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1784879.875000 Penalty: 4765.855469
	Iteration 15Q: 3 clusters Score -1784880 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1785010.500000 Penalty: 4765.855469
	Iteration 16Q: 3 clusters Score -1785010 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1785112.875000 Penalty: 4765.855469
	Iteration 17Q: 3 clusters Score -1785113 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1785207.500000 Penalty: 4765.855469
	Iteration 18Q: 3 clusters Score -1785208 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1785284.250000 Penalty: 4765.855469
	Iteration 19Q: 3 clusters Score -1785284 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1785354.000000 Penalty: 4765.855469
	Iteration 20F: 3 clusters Score -1785354 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1785386.625000 Penalty: 4765.855469
	Iteration 21Q: 3 clusters Score -1785387 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1785422.875000 Penalty: 4765.855469
	Iteration 22Q: 3 clusters Score -1785423 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1785463.250000 Penalty: 4765.855469
	Iteration 23Q: 3 clusters Score -1785463 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1785509.250000 Penalty: 4765.855469
	Iteration 24Q: 3 clusters Score -1785509 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1785535.375000 Penalty: 4765.855469
	Iteration 25Q: 3 clusters Score -1785535 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1785561.625000 Penalty: 4765.855469
	Iteration 26Q: 3 clusters Score -1785562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1785583.000000 Penalty: 4765.855469
	Iteration 27Q: 3 clusters Score -1785583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1785607.250000 Penalty: 4765.855469
	Iteration 28Q: 3 clusters Score -1785607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1785623.500000 Penalty: 4765.855469
	Iteration 29Q: 3 clusters Score -1785624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1785640.125000 Penalty: 4765.855469
	Iteration 30Q: 3 clusters Score -1785640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1785662.250000 Penalty: 4765.855469
	Iteration 31Q: 3 clusters Score -1785662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1785684.000000 Penalty: 4765.855469
	Iteration 32Q: 3 clusters Score -1785684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1785703.125000 Penalty: 4765.855469
	Iteration 33Q: 3 clusters Score -1785703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1785714.625000 Penalty: 4765.855469
	Iteration 34Q: 3 clusters Score -1785715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1785729.500000 Penalty: 4765.855469
	Iteration 35Q: 3 clusters Score -1785730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1785742.500000 Penalty: 4765.855469
	Iteration 36Q: 3 clusters Score -1785742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1785752.750000 Penalty: 4765.855469
	Iteration 37Q: 3 clusters Score -1785753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1785762.250000 Penalty: 4765.855469
	Iteration 38Q: 3 clusters Score -1785762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1785769.875000 Penalty: 4765.855469
	Iteration 39Q: 3 clusters Score -1785770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1785780.375000 Penalty: 4765.855469
	Iteration 40F: 3 clusters Score -1785780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1785793.000000 Penalty: 4765.855469
	Iteration 41Q: 3 clusters Score -1785793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1785800.125000 Penalty: 4765.855469
	Iteration 42Q: 3 clusters Score -1785800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1785806.875000 Penalty: 4765.855469
	Iteration 43Q: 3 clusters Score -1785807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1785810.375000 Penalty: 4765.855469
	Iteration 44Q: 3 clusters Score -1785810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1785808.375000 Penalty: 4765.855469
	Iteration 45Q: 3 clusters Score -1785808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1785811.750000 Penalty: 4765.855469
	Iteration 46Q: 3 clusters Score -1785812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1785816.250000 Penalty: 4765.855469
	Iteration 47Q: 3 clusters Score -1785816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1785820.125000 Penalty: 4765.855469
	Iteration 48Q: 3 clusters Score -1785820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1785824.750000 Penalty: 4765.855469
	Iteration 49Q: 3 clusters Score -1785825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1785822.875000 Penalty: 4765.855469
	Iteration 50Q: 3 clusters Score -1785823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1785823.625000 Penalty: 4765.855469
	Iteration 51Q: 3 clusters Score -1785824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1785822.375000 Penalty: 4765.855469
	Iteration 52Q: 3 clusters Score -1785822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1785822.375000 Penalty: 4765.855469
	Iteration 53F: 3 clusters Score -1785822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -341282.750000 Penalty: 1978.875977
	Iteration 0F: 2 clusters Score -341282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -338087.375000 Penalty: 3957.751953
	Iteration 0F: 3 clusters Score -338087.4 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -338792.562500 Penalty: 3957.751953
	Iteration 1F: 3 clusters Score -338792.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -339017.500000 Penalty: 3957.751953
	Iteration 2F: 3 clusters Score -339017.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -339185.343750 Penalty: 3957.751953
	Iteration 3F: 3 clusters Score -339185.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -339402.968750 Penalty: 3957.751953
	Iteration 4F: 3 clusters Score -339403 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -339782.437500 Penalty: 3957.751953
	Iteration 5F: 3 clusters Score -339782.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -340171.437500 Penalty: 3957.751953
	Iteration 6F: 3 clusters Score -340171.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -340482.562500 Penalty: 3957.751953
	Iteration 7F: 3 clusters Score -340482.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -340698.562500 Penalty: 3957.751953
	Iteration 8Q: 3 clusters Score -340698.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -340806.468750 Penalty: 3957.751953
	Iteration 9Q: 3 clusters Score -340806.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -340867.906250 Penalty: 3957.751953
	Iteration 10Q: 3 clusters Score -340867.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -340914.812500 Penalty: 3957.751953
	Iteration 11Q: 3 clusters Score -340914.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -340947.000000 Penalty: 3957.751953
	Iteration 12Q: 3 clusters Score -340947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -340962.281250 Penalty: 3957.751953
	Iteration 13Q: 3 clusters Score -340962.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -340974.781250 Penalty: 3957.751953
	Iteration 14Q: 3 clusters Score -340974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -340983.468750 Penalty: 3957.751953
	Iteration 15Q: 3 clusters Score -340983.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -340993.812500 Penalty: 3957.751953
	Iteration 16Q: 3 clusters Score -340993.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -341002.968750 Penalty: 3957.751953
	Iteration 17Q: 3 clusters Score -341003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -341011.000000 Penalty: 3957.751953
	Iteration 18Q: 3 clusters Score -341011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -341019.500000 Penalty: 3957.751953
	Iteration 19Q: 3 clusters Score -341019.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -341028.093750 Penalty: 3957.751953
	Iteration 20F: 3 clusters Score -341028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -341031.218750 Penalty: 3957.751953
	Iteration 21Q: 3 clusters Score -341031.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -341035.156250 Penalty: 3957.751953
	Iteration 22Q: 3 clusters Score -341035.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -341039.812500 Penalty: 3957.751953
	Iteration 23Q: 3 clusters Score -341039.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -341044.187500 Penalty: 3957.751953
	Iteration 24Q: 3 clusters Score -341044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -341046.843750 Penalty: 3957.751953
	Iteration 25Q: 3 clusters Score -341046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -341048.781250 Penalty: 3957.751953
	Iteration 26Q: 3 clusters Score -341048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -341050.187500 Penalty: 3957.751953
	Iteration 27Q: 3 clusters Score -341050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -341053.437500 Penalty: 3957.751953
	Iteration 28Q: 3 clusters Score -341053.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -341061.562500 Penalty: 3957.751953
	Iteration 29Q: 3 clusters Score -341061.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -341066.562500 Penalty: 3957.751953
	Iteration 30Q: 3 clusters Score -341066.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -341072.218750 Penalty: 3957.751953
	Iteration 31Q: 3 clusters Score -341072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -341081.156250 Penalty: 3957.751953
	Iteration 32Q: 3 clusters Score -341081.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -341092.593750 Penalty: 3957.751953
	Iteration 33Q: 3 clusters Score -341092.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -341101.437500 Penalty: 3957.751953
	Iteration 34Q: 3 clusters Score -341101.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -341106.062500 Penalty: 3957.751953
	Iteration 35Q: 3 clusters Score -341106.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -341111.468750 Penalty: 3957.751953
	Iteration 36Q: 3 clusters Score -341111.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -341117.843750 Penalty: 3957.751953
	Iteration 37Q: 3 clusters Score -341117.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -341121.281250 Penalty: 3957.751953
	Iteration 38Q: 3 clusters Score -341121.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -341127.750000 Penalty: 3957.751953
	Iteration 39Q: 3 clusters Score -341127.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -341139.531250 Penalty: 3957.751953
	Iteration 40F: 3 clusters Score -341139.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -341146.156250 Penalty: 3957.751953
	Iteration 41Q: 3 clusters Score -341146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -341152.406250 Penalty: 3957.751953
	Iteration 42Q: 3 clusters Score -341152.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -341157.687500 Penalty: 3957.751953
	Iteration 43Q: 3 clusters Score -341157.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -341163.343750 Penalty: 3957.751953
	Iteration 44Q: 3 clusters Score -341163.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -341168.500000 Penalty: 3957.751953
	Iteration 45Q: 3 clusters Score -341168.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -341171.250000 Penalty: 3957.751953
	Iteration 46Q: 3 clusters Score -341171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -341173.000000 Penalty: 3957.751953
	Iteration 47Q: 3 clusters Score -341173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -341174.437500 Penalty: 3957.751953
	Iteration 48Q: 3 clusters Score -341174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -341175.062500 Penalty: 3957.751953
	Iteration 49Q: 3 clusters Score -341175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -341176.593750 Penalty: 3957.751953
	Iteration 50Q: 3 clusters Score -341176.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -341177.656250 Penalty: 3957.751953
	Iteration 51Q: 3 clusters Score -341177.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -341179.406250 Penalty: 3957.751953
	Iteration 52Q: 3 clusters Score -341179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -341182.281250 Penalty: 3957.751953
	Iteration 53Q: 3 clusters Score -341182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -341185.093750 Penalty: 3957.751953
	Iteration 54Q: 3 clusters Score -341185.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -341187.593750 Penalty: 3957.751953
	Iteration 55Q: 3 clusters Score -341187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -341187.593750 Penalty: 3957.751953
	Iteration 56F: 3 clusters Score -341187.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -503405.687500 Penalty: 2072.833008
	Iteration 0F: 2 clusters Score -503405.7 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 2173 members 
Entering Unmasked Estep 
Score: -499324.000000 Penalty: 4145.666016
	Iteration 0F: 3 clusters Score -499324 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -500244.000000 Penalty: 4145.666016
	Iteration 1F: 3 clusters Score -500244 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -500497.187500 Penalty: 4145.666016
	Iteration 2F: 3 clusters Score -500497.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -500764.062500 Penalty: 4145.666016
	Iteration 3F: 3 clusters Score -500764.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -501022.468750 Penalty: 4145.666016
	Iteration 4F: 3 clusters Score -501022.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -501220.218750 Penalty: 4145.666016
	Iteration 5F: 3 clusters Score -501220.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -501399.968750 Penalty: 4145.666016
	Iteration 6F: 3 clusters Score -501400 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -501566.812500 Penalty: 4145.666016
	Iteration 7Q: 3 clusters Score -501566.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -501690.906250 Penalty: 4145.666016
	Iteration 8Q: 3 clusters Score -501690.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -501825.750000 Penalty: 4145.666016
	Iteration 9Q: 3 clusters Score -501825.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -501934.250000 Penalty: 4145.666016
	Iteration 10Q: 3 clusters Score -501934.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -501998.375000 Penalty: 4145.666016
	Iteration 11Q: 3 clusters Score -501998.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -502053.062500 Penalty: 4145.666016
	Iteration 12Q: 3 clusters Score -502053.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -502111.187500 Penalty: 4145.666016
	Iteration 13Q: 3 clusters Score -502111.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -502160.281250 Penalty: 4145.666016
	Iteration 14Q: 3 clusters Score -502160.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -502185.187500 Penalty: 4145.666016
	Iteration 15Q: 3 clusters Score -502185.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -502204.625000 Penalty: 4145.666016
	Iteration 16Q: 3 clusters Score -502204.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -502224.843750 Penalty: 4145.666016
	Iteration 17Q: 3 clusters Score -502224.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -502243.875000 Penalty: 4145.666016
	Iteration 18Q: 3 clusters Score -502243.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -502255.187500 Penalty: 4145.666016
	Iteration 19Q: 3 clusters Score -502255.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -502268.812500 Penalty: 4145.666016
	Iteration 20F: 3 clusters Score -502268.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -502274.625000 Penalty: 4145.666016
	Iteration 21Q: 3 clusters Score -502274.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -502282.593750 Penalty: 4145.666016
	Iteration 22Q: 3 clusters Score -502282.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -502289.656250 Penalty: 4145.666016
	Iteration 23Q: 3 clusters Score -502289.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -502298.718750 Penalty: 4145.666016
	Iteration 24Q: 3 clusters Score -502298.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -502304.031250 Penalty: 4145.666016
	Iteration 25Q: 3 clusters Score -502304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -502312.187500 Penalty: 4145.666016
	Iteration 26Q: 3 clusters Score -502312.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -502324.250000 Penalty: 4145.666016
	Iteration 27Q: 3 clusters Score -502324.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -502332.125000 Penalty: 4145.666016
	Iteration 28Q: 3 clusters Score -502332.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -502341.062500 Penalty: 4145.666016
	Iteration 29Q: 3 clusters Score -502341.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -502352.281250 Penalty: 4145.666016
	Iteration 30Q: 3 clusters Score -502352.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -502364.625000 Penalty: 4145.666016
	Iteration 31Q: 3 clusters Score -502364.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -502386.281250 Penalty: 4145.666016
	Iteration 32Q: 3 clusters Score -502386.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -502420.937500 Penalty: 4145.666016
	Iteration 33Q: 3 clusters Score -502420.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -502454.000000 Penalty: 4145.666016
	Iteration 34Q: 3 clusters Score -502454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -502490.437500 Penalty: 4145.666016
	Iteration 35Q: 3 clusters Score -502490.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -502521.406250 Penalty: 4145.666016
	Iteration 36Q: 3 clusters Score -502521.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -502568.031250 Penalty: 4145.666016
	Iteration 37Q: 3 clusters Score -502568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -502606.312500 Penalty: 4145.666016
	Iteration 38Q: 3 clusters Score -502606.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -502645.343750 Penalty: 4145.666016
	Iteration 39Q: 3 clusters Score -502645.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -502693.312500 Penalty: 4145.666016
	Iteration 40F: 3 clusters Score -502693.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -502749.500000 Penalty: 4145.666016
	Iteration 41Q: 3 clusters Score -502749.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -502788.625000 Penalty: 4145.666016
	Iteration 42Q: 3 clusters Score -502788.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -502813.375000 Penalty: 4145.666016
	Iteration 43Q: 3 clusters Score -502813.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -502827.468750 Penalty: 4145.666016
	Iteration 44Q: 3 clusters Score -502827.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -502837.875000 Penalty: 4145.666016
	Iteration 45Q: 3 clusters Score -502837.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -502844.906250 Penalty: 4145.666016
	Iteration 46Q: 3 clusters Score -502844.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -502854.156250 Penalty: 4145.666016
	Iteration 47Q: 3 clusters Score -502854.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -502865.250000 Penalty: 4145.666016
	Iteration 48Q: 3 clusters Score -502865.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -502873.031250 Penalty: 4145.666016
	Iteration 49Q: 3 clusters Score -502873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -502878.687500 Penalty: 4145.666016
	Iteration 50Q: 3 clusters Score -502878.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -502884.750000 Penalty: 4145.666016
	Iteration 51Q: 3 clusters Score -502884.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -502891.718750 Penalty: 4145.666016
	Iteration 52Q: 3 clusters Score -502891.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -502895.031250 Penalty: 4145.666016
	Iteration 53Q: 3 clusters Score -502895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -502898.562500 Penalty: 4145.666016
	Iteration 54Q: 3 clusters Score -502898.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -502899.812500 Penalty: 4145.666016
	Iteration 55Q: 3 clusters Score -502899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -502900.656250 Penalty: 4145.666016
	Iteration 56Q: 3 clusters Score -502900.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -502903.500000 Penalty: 4145.666016
	Iteration 57Q: 3 clusters Score -502903.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -502904.218750 Penalty: 4145.666016
	Iteration 58Q: 3 clusters Score -502904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -502903.875000 Penalty: 4145.666016
	Iteration 59Q: 3 clusters Score -502903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -502904.937500 Penalty: 4145.666016
	Iteration 60F: 3 clusters Score -502904.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -478781.562500 Penalty: 2052.987305
	Iteration 0F: 2 clusters Score -478781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -474902.000000 Penalty: 4105.974609
	Iteration 0F: 3 clusters Score -474902 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -475708.406250 Penalty: 4105.974609
	Iteration 1F: 3 clusters Score -475708.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -475896.468750 Penalty: 4105.974609
	Iteration 2F: 3 clusters Score -475896.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -476006.125000 Penalty: 4105.974609
	Iteration 3Q: 3 clusters Score -476006.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -476082.875000 Penalty: 4105.974609
	Iteration 4Q: 3 clusters Score -476082.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -476146.000000 Penalty: 4105.974609
	Iteration 5Q: 3 clusters Score -476146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -476200.312500 Penalty: 4105.974609
	Iteration 6Q: 3 clusters Score -476200.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -476246.343750 Penalty: 4105.974609
	Iteration 7Q: 3 clusters Score -476246.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -476280.750000 Penalty: 4105.974609
	Iteration 8Q: 3 clusters Score -476280.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -476307.937500 Penalty: 4105.974609
	Iteration 9Q: 3 clusters Score -476307.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -476333.343750 Penalty: 4105.974609
	Iteration 10Q: 3 clusters Score -476333.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -476350.968750 Penalty: 4105.974609
	Iteration 11Q: 3 clusters Score -476351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -476362.531250 Penalty: 4105.974609
	Iteration 12Q: 3 clusters Score -476362.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -476369.125000 Penalty: 4105.974609
	Iteration 13Q: 3 clusters Score -476369.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -476379.281250 Penalty: 4105.974609
	Iteration 14Q: 3 clusters Score -476379.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -476392.062500 Penalty: 4105.974609
	Iteration 15Q: 3 clusters Score -476392.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -476406.750000 Penalty: 4105.974609
	Iteration 16Q: 3 clusters Score -476406.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -476420.875000 Penalty: 4105.974609
	Iteration 17Q: 3 clusters Score -476420.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -476433.500000 Penalty: 4105.974609
	Iteration 18Q: 3 clusters Score -476433.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -476442.375000 Penalty: 4105.974609
	Iteration 19Q: 3 clusters Score -476442.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -476452.875000 Penalty: 4105.974609
	Iteration 20F: 3 clusters Score -476452.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -476458.343750 Penalty: 4105.974609
	Iteration 21Q: 3 clusters Score -476458.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -476467.031250 Penalty: 4105.974609
	Iteration 22Q: 3 clusters Score -476467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -476476.718750 Penalty: 4105.974609
	Iteration 23Q: 3 clusters Score -476476.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -476487.218750 Penalty: 4105.974609
	Iteration 24Q: 3 clusters Score -476487.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -476495.031250 Penalty: 4105.974609
	Iteration 25Q: 3 clusters Score -476495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -476505.062500 Penalty: 4105.974609
	Iteration 26Q: 3 clusters Score -476505.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -476517.187500 Penalty: 4105.974609
	Iteration 27Q: 3 clusters Score -476517.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -476524.718750 Penalty: 4105.974609
	Iteration 28Q: 3 clusters Score -476524.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -476536.281250 Penalty: 4105.974609
	Iteration 29Q: 3 clusters Score -476536.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -476544.843750 Penalty: 4105.974609
	Iteration 30Q: 3 clusters Score -476544.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -476554.500000 Penalty: 4105.974609
	Iteration 31Q: 3 clusters Score -476554.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -476564.000000 Penalty: 4105.974609
	Iteration 32Q: 3 clusters Score -476564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -476572.531250 Penalty: 4105.974609
	Iteration 33Q: 3 clusters Score -476572.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -476585.531250 Penalty: 4105.974609
	Iteration 34Q: 3 clusters Score -476585.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -476597.781250 Penalty: 4105.974609
	Iteration 35Q: 3 clusters Score -476597.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -476608.500000 Penalty: 4105.974609
	Iteration 36Q: 3 clusters Score -476608.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -476622.125000 Penalty: 4105.974609
	Iteration 37Q: 3 clusters Score -476622.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -476637.125000 Penalty: 4105.974609
	Iteration 38Q: 3 clusters Score -476637.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -476656.281250 Penalty: 4105.974609
	Iteration 39Q: 3 clusters Score -476656.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -476678.156250 Penalty: 4105.974609
	Iteration 40F: 3 clusters Score -476678.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -476708.937500 Penalty: 4105.974609
	Iteration 41Q: 3 clusters Score -476708.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -476743.531250 Penalty: 4105.974609
	Iteration 42Q: 3 clusters Score -476743.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -476776.281250 Penalty: 4105.974609
	Iteration 43Q: 3 clusters Score -476776.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -476800.375000 Penalty: 4105.974609
	Iteration 44Q: 3 clusters Score -476800.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -476819.062500 Penalty: 4105.974609
	Iteration 45Q: 3 clusters Score -476819.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -476834.687500 Penalty: 4105.974609
	Iteration 46Q: 3 clusters Score -476834.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -476852.531250 Penalty: 4105.974609
	Iteration 47Q: 3 clusters Score -476852.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -476870.531250 Penalty: 4105.974609
	Iteration 48Q: 3 clusters Score -476870.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -476887.218750 Penalty: 4105.974609
	Iteration 49Q: 3 clusters Score -476887.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -476898.156250 Penalty: 4105.974609
	Iteration 50Q: 3 clusters Score -476898.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -476907.437500 Penalty: 4105.974609
	Iteration 51Q: 3 clusters Score -476907.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -476916.718750 Penalty: 4105.974609
	Iteration 52Q: 3 clusters Score -476916.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -476925.718750 Penalty: 4105.974609
	Iteration 53Q: 3 clusters Score -476925.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -476941.062500 Penalty: 4105.974609
	Iteration 54Q: 3 clusters Score -476941.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -476957.937500 Penalty: 4105.974609
	Iteration 55Q: 3 clusters Score -476957.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -476973.531250 Penalty: 4105.974609
	Iteration 56Q: 3 clusters Score -476973.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -476992.593750 Penalty: 4105.974609
	Iteration 57Q: 3 clusters Score -476992.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -477004.750000 Penalty: 4105.974609
	Iteration 58Q: 3 clusters Score -477004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -477010.468750 Penalty: 4105.974609
	Iteration 59Q: 3 clusters Score -477010.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -477016.468750 Penalty: 4105.974609
	Iteration 60F: 3 clusters Score -477016.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -477025.437500 Penalty: 4105.974609
	Iteration 61Q: 3 clusters Score -477025.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -477029.718750 Penalty: 4105.974609
	Iteration 62Q: 3 clusters Score -477029.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -477032.781250 Penalty: 4105.974609
	Iteration 63Q: 3 clusters Score -477032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -477033.968750 Penalty: 4105.974609
	Iteration 64Q: 3 clusters Score -477034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -477034.437500 Penalty: 4105.974609
	Iteration 65Q: 3 clusters Score -477034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -477035.281250 Penalty: 4105.974609
	Iteration 66Q: 3 clusters Score -477035.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -477035.281250 Penalty: 4105.974609
	Iteration 67F: 3 clusters Score -477035.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (94078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Entering Unmasked Estep 
Score: -11434523.000000 Penalty: 2840.066162
	Iteration 0F: 2 clusters Score -1.143452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -11371528.000000 Penalty: 5680.132324
	Iteration 0F: 3 clusters Score -1.137153e+07 nChanged 44505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -11397014.000000 Penalty: 5680.132324
	Iteration 1F: 3 clusters Score -1.139701e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -11398076.000000 Penalty: 5680.132324
	Iteration 2Q: 3 clusters Score -1.139808e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -11399414.000000 Penalty: 5680.132324
	Iteration 3Q: 3 clusters Score -1.139941e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -11401481.000000 Penalty: 5680.132324
	Iteration 4F: 3 clusters Score -1.140148e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -11404742.000000 Penalty: 5680.132324
	Iteration 5F: 3 clusters Score -1.140474e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -11409421.000000 Penalty: 5680.132324
	Iteration 6F: 3 clusters Score -1.140942e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 74501 members 
Entering Unmasked Estep 
Score: -11415255.000000 Penalty: 5680.132324
	Iteration 7F: 3 clusters Score -1.141526e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 81088 members 
Entering Unmasked Estep 
Score: -11420919.000000 Penalty: 5680.132324
	Iteration 8F: 3 clusters Score -1.142092e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 86305 members 
Entering Unmasked Estep 
Score: -11425701.000000 Penalty: 5680.132324
	Iteration 9F: 3 clusters Score -1.14257e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 89802 members 
Entering Unmasked Estep 
Score: -11428802.000000 Penalty: 5680.132324
	Iteration 10Q: 3 clusters Score -1.14288e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 91776 members 
Entering Unmasked Estep 
Score: -11430469.000000 Penalty: 5680.132324
	Iteration 11Q: 3 clusters Score -1.143047e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 92703 members 
Entering Unmasked Estep 
Score: -11431294.000000 Penalty: 5680.132324
	Iteration 12Q: 3 clusters Score -1.143129e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -11431704.000000 Penalty: 5680.132324
	Iteration 13Q: 3 clusters Score -1.14317e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -11431889.000000 Penalty: 5680.132324
	Iteration 14Q: 3 clusters Score -1.143189e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 93388 members 
Entering Unmasked Estep 
Score: -11431985.000000 Penalty: 5680.132324
	Iteration 15Q: 3 clusters Score -1.143198e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -11432071.000000 Penalty: 5680.132324
	Iteration 16Q: 3 clusters Score -1.143207e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
Score: -11432119.000000 Penalty: 5680.132324
	Iteration 17Q: 3 clusters Score -1.143212e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -11432129.000000 Penalty: 5680.132324
	Iteration 18Q: 3 clusters Score -1.143213e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 93499 members 
Entering Unmasked Estep 
Score: -11432152.000000 Penalty: 5680.132324
	Iteration 19Q: 3 clusters Score -1.143215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -11432180.000000 Penalty: 5680.132324
	Iteration 20F: 3 clusters Score -1.143218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -11432185.000000 Penalty: 5680.132324
	Iteration 21Q: 3 clusters Score -1.143218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -11432189.000000 Penalty: 5680.132324
	Iteration 22Q: 3 clusters Score -1.143219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 93516 members 
Entering Unmasked Estep 
Score: -11432189.000000 Penalty: 5680.132324
	Iteration 23Q: 3 clusters Score -1.143219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 93517 members 
Entering Unmasked Estep 
Score: -11432194.000000 Penalty: 5680.132324
	Iteration 24Q: 3 clusters Score -1.143219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 93516 members 
Entering Unmasked Estep 
Score: -11432201.000000 Penalty: 5680.132324
	Iteration 25Q: 3 clusters Score -1.14322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 93517 members 
Entering Unmasked Estep 
Score: -11432192.000000 Penalty: 5680.132324
	Iteration 26Q: 3 clusters Score -1.143219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -11432197.000000 Penalty: 5680.132324
	Iteration 27Q: 3 clusters Score -1.14322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 93519 members 
Entering Unmasked Estep 
Score: -11432196.000000 Penalty: 5680.132324
	Iteration 28Q: 3 clusters Score -1.14322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -11432192.000000 Penalty: 5680.132324
	Iteration 29Q: 3 clusters Score -1.143219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 93519 members 
Entering Unmasked Estep 
Score: -11432193.000000 Penalty: 5680.132324
	Iteration 30Q: 3 clusters Score -1.143219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 93519 members 
Entering Unmasked Estep 
Score: -11432189.000000 Penalty: 5680.132324
	Iteration 31Q: 3 clusters Score -1.143219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 93519 members 
Entering Unmasked Estep 
Score: -11432189.000000 Penalty: 5680.132324
	Iteration 32F: 3 clusters Score -1.143219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Entering Unmasked Estep 
Score: -2092168.250000 Penalty: 2413.149902
	Iteration 0F: 2 clusters Score -2092168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2080106.000000 Penalty: 4826.299805
	Iteration 0F: 3 clusters Score -2080106 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2083980.000000 Penalty: 4826.299805
	Iteration 1F: 3 clusters Score -2083980 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2084318.375000 Penalty: 4826.299805
	Iteration 2F: 3 clusters Score -2084318 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2084578.750000 Penalty: 4826.299805
	Iteration 3Q: 3 clusters Score -2084579 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2084772.250000 Penalty: 4826.299805
	Iteration 4Q: 3 clusters Score -2084772 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2084970.375000 Penalty: 4826.299805
	Iteration 5Q: 3 clusters Score -2084970 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2085166.250000 Penalty: 4826.299805
	Iteration 6Q: 3 clusters Score -2085166 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2085438.375000 Penalty: 4826.299805
	Iteration 7Q: 3 clusters Score -2085438 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2085743.125000 Penalty: 4826.299805
	Iteration 8Q: 3 clusters Score -2085743 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2086131.375000 Penalty: 4826.299805
	Iteration 9Q: 3 clusters Score -2086131 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2086593.250000 Penalty: 4826.299805
	Iteration 10Q: 3 clusters Score -2086593 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2087030.500000 Penalty: 4826.299805
	Iteration 11Q: 3 clusters Score -2087030 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2087386.625000 Penalty: 4826.299805
	Iteration 12Q: 3 clusters Score -2087387 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2087665.250000 Penalty: 4826.299805
	Iteration 13Q: 3 clusters Score -2087665 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2087921.625000 Penalty: 4826.299805
	Iteration 14Q: 3 clusters Score -2087922 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2088116.750000 Penalty: 4826.299805
	Iteration 15Q: 3 clusters Score -2088117 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2088277.625000 Penalty: 4826.299805
	Iteration 16Q: 3 clusters Score -2088278 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2088433.750000 Penalty: 4826.299805
	Iteration 17Q: 3 clusters Score -2088434 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2088580.000000 Penalty: 4826.299805
	Iteration 18Q: 3 clusters Score -2088580 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2088728.625000 Penalty: 4826.299805
	Iteration 19Q: 3 clusters Score -2088729 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2088843.750000 Penalty: 4826.299805
	Iteration 20F: 3 clusters Score -2088844 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2088939.625000 Penalty: 4826.299805
	Iteration 21Q: 3 clusters Score -2088940 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2089019.125000 Penalty: 4826.299805
	Iteration 22Q: 3 clusters Score -2089019 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2089096.000000 Penalty: 4826.299805
	Iteration 23Q: 3 clusters Score -2089096 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2089154.375000 Penalty: 4826.299805
	Iteration 24Q: 3 clusters Score -2089154 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2089195.625000 Penalty: 4826.299805
	Iteration 25Q: 3 clusters Score -2089196 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2089230.375000 Penalty: 4826.299805
	Iteration 26Q: 3 clusters Score -2089230 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2089264.875000 Penalty: 4826.299805
	Iteration 27Q: 3 clusters Score -2089265 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2089296.000000 Penalty: 4826.299805
	Iteration 28Q: 3 clusters Score -2089296 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2089343.875000 Penalty: 4826.299805
	Iteration 29Q: 3 clusters Score -2089344 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2089373.875000 Penalty: 4826.299805
	Iteration 30Q: 3 clusters Score -2089374 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2089406.500000 Penalty: 4826.299805
	Iteration 31Q: 3 clusters Score -2089406 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2089450.625000 Penalty: 4826.299805
	Iteration 32Q: 3 clusters Score -2089451 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2089495.250000 Penalty: 4826.299805
	Iteration 33Q: 3 clusters Score -2089495 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2089525.125000 Penalty: 4826.299805
	Iteration 34Q: 3 clusters Score -2089525 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2089561.250000 Penalty: 4826.299805
	Iteration 35Q: 3 clusters Score -2089561 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2089592.125000 Penalty: 4826.299805
	Iteration 36Q: 3 clusters Score -2089592 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2089617.250000 Penalty: 4826.299805
	Iteration 37Q: 3 clusters Score -2089617 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2089635.625000 Penalty: 4826.299805
	Iteration 38Q: 3 clusters Score -2089636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2089648.625000 Penalty: 4826.299805
	Iteration 39Q: 3 clusters Score -2089649 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2089659.500000 Penalty: 4826.299805
	Iteration 40F: 3 clusters Score -2089660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2089672.250000 Penalty: 4826.299805
	Iteration 41Q: 3 clusters Score -2089672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2089675.375000 Penalty: 4826.299805
	Iteration 42Q: 3 clusters Score -2089675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2089671.500000 Penalty: 4826.299805
	Iteration 43Q: 3 clusters Score -2089672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2089673.500000 Penalty: 4826.299805
	Iteration 44Q: 3 clusters Score -2089674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2089676.375000 Penalty: 4826.299805
	Iteration 45Q: 3 clusters Score -2089676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2089683.500000 Penalty: 4826.299805
	Iteration 46Q: 3 clusters Score -2089684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2089687.875000 Penalty: 4826.299805
	Iteration 47Q: 3 clusters Score -2089688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2089683.750000 Penalty: 4826.299805
	Iteration 48Q: 3 clusters Score -2089684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2089687.000000 Penalty: 4826.299805
	Iteration 49Q: 3 clusters Score -2089687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2089689.375000 Penalty: 4826.299805
	Iteration 50Q: 3 clusters Score -2089689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2089686.750000 Penalty: 4826.299805
	Iteration 51Q: 3 clusters Score -2089687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2089688.625000 Penalty: 4826.299805
	Iteration 52Q: 3 clusters Score -2089689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2089689.625000 Penalty: 4826.299805
	Iteration 53Q: 3 clusters Score -2089690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2089689.625000 Penalty: 4826.299805
	Iteration 54Q: 3 clusters Score -2089690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2089691.000000 Penalty: 4826.299805
	Iteration 55Q: 3 clusters Score -2089691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2089690.125000 Penalty: 4826.299805
	Iteration 56Q: 3 clusters Score -2089690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2089689.625000 Penalty: 4826.299805
	Iteration 57Q: 3 clusters Score -2089690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2089689.625000 Penalty: 4826.299805
	Iteration 58Q: 3 clusters Score -2089690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2089690.500000 Penalty: 4826.299805
	Iteration 59Q: 3 clusters Score -2089690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2089691.375000 Penalty: 4826.299805
	Iteration 60F: 3 clusters Score -2089691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2089689.750000 Penalty: 4826.299805
	Iteration 61Q: 3 clusters Score -2089690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2089690.250000 Penalty: 4826.299805
	Iteration 62Q: 3 clusters Score -2089690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2089690.500000 Penalty: 4826.299805
	Iteration 63Q: 3 clusters Score -2089690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2089691.250000 Penalty: 4826.299805
	Iteration 64Q: 3 clusters Score -2089691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2089691.625000 Penalty: 4826.299805
	Iteration 65Q: 3 clusters Score -2089692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2089691.000000 Penalty: 4826.299805
	Iteration 66Q: 3 clusters Score -2089691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2089690.750000 Penalty: 4826.299805
	Iteration 67Q: 3 clusters Score -2089691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2089691.125000 Penalty: 4826.299805
	Iteration 68Q: 3 clusters Score -2089691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2089694.750000 Penalty: 4826.299805
	Iteration 69Q: 3 clusters Score -2089695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2089698.250000 Penalty: 4826.299805
	Iteration 70Q: 3 clusters Score -2089698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2089695.875000 Penalty: 4826.299805
	Iteration 71Q: 3 clusters Score -2089696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2089694.125000 Penalty: 4826.299805
	Iteration 72Q: 3 clusters Score -2089694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2089700.250000 Penalty: 4826.299805
	Iteration 73Q: 3 clusters Score -2089700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2089700.500000 Penalty: 4826.299805
	Iteration 74Q: 3 clusters Score -2089700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2089701.625000 Penalty: 4826.299805
	Iteration 75Q: 3 clusters Score -2089702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2089701.375000 Penalty: 4826.299805
	Iteration 76Q: 3 clusters Score -2089701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2089704.125000 Penalty: 4826.299805
	Iteration 77Q: 3 clusters Score -2089704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2089706.000000 Penalty: 4826.299805
	Iteration 78Q: 3 clusters Score -2089706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2089709.375000 Penalty: 4826.299805
	Iteration 79Q: 3 clusters Score -2089709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2089710.375000 Penalty: 4826.299805
	Iteration 80F: 3 clusters Score -2089710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2089706.500000 Penalty: 4826.299805
	Iteration 81Q: 3 clusters Score -2089706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2089714.750000 Penalty: 4826.299805
	Iteration 82Q: 3 clusters Score -2089715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2089710.250000 Penalty: 4826.299805
	Iteration 83Q: 3 clusters Score -2089710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2089716.750000 Penalty: 4826.299805
	Iteration 84Q: 3 clusters Score -2089717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2089711.000000 Penalty: 4826.299805
	Iteration 85Q: 3 clusters Score -2089711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2089715.250000 Penalty: 4826.299805
	Iteration 86Q: 3 clusters Score -2089715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2089719.000000 Penalty: 4826.299805
	Iteration 87Q: 3 clusters Score -2089719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2089718.000000 Penalty: 4826.299805
	Iteration 88Q: 3 clusters Score -2089718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2089719.375000 Penalty: 4826.299805
	Iteration 89Q: 3 clusters Score -2089719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2089718.500000 Penalty: 4826.299805
	Iteration 90Q: 3 clusters Score -2089718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2089721.750000 Penalty: 4826.299805
	Iteration 91Q: 3 clusters Score -2089722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2089720.625000 Penalty: 4826.299805
	Iteration 92Q: 3 clusters Score -2089721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2089719.125000 Penalty: 4826.299805
	Iteration 93Q: 3 clusters Score -2089719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2089719.625000 Penalty: 4826.299805
	Iteration 94Q: 3 clusters Score -2089720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2089718.500000 Penalty: 4826.299805
	Iteration 95Q: 3 clusters Score -2089718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2089717.500000 Penalty: 4826.299805
	Iteration 96Q: 3 clusters Score -2089718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2089723.125000 Penalty: 4826.299805
	Iteration 97Q: 3 clusters Score -2089723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2089721.000000 Penalty: 4826.299805
	Iteration 98Q: 3 clusters Score -2089721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2089720.750000 Penalty: 4826.299805
	Iteration 99Q: 3 clusters Score -2089721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2089721.875000 Penalty: 4826.299805
	Iteration 100F: 3 clusters Score -2089722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2089722.375000 Penalty: 4826.299805
	Iteration 101Q: 3 clusters Score -2089722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2089722.375000 Penalty: 4826.299805
	Iteration 102F: 3 clusters Score -2089722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -168076.890625 Penalty: 1851.907959
	Iteration 0F: 2 clusters Score -168076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -165723.828125 Penalty: 3703.815918
	Iteration 0F: 3 clusters Score -165723.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -166415.328125 Penalty: 3703.815918
	Iteration 1F: 3 clusters Score -166415.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -166817.656250 Penalty: 3703.815918
	Iteration 2F: 3 clusters Score -166817.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -167153.640625 Penalty: 3703.815918
	Iteration 3F: 3 clusters Score -167153.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -167465.015625 Penalty: 3703.815918
	Iteration 4F: 3 clusters Score -167465 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -167669.484375 Penalty: 3703.815918
	Iteration 5Q: 3 clusters Score -167669.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -167813.218750 Penalty: 3703.815918
	Iteration 6Q: 3 clusters Score -167813.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -167948.328125 Penalty: 3703.815918
	Iteration 7Q: 3 clusters Score -167948.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -168029.531250 Penalty: 3703.815918
	Iteration 8Q: 3 clusters Score -168029.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -168080.250000 Penalty: 3703.815918
	Iteration 9Q: 3 clusters Score -168080.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -168110.421875 Penalty: 3703.815918
	Iteration 10Q: 3 clusters Score -168110.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -168121.640625 Penalty: 3703.815918
	Iteration 11Q: 3 clusters Score -168121.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -168127.171875 Penalty: 3703.815918
	Iteration 12Q: 3 clusters Score -168127.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -168133.250000 Penalty: 3703.815918
	Iteration 13Q: 3 clusters Score -168133.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -168134.546875 Penalty: 3703.815918
	Iteration 14Q: 3 clusters Score -168134.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -168134.546875 Penalty: 3703.815918
	Iteration 15F: 3 clusters Score -168134.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 632 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 1118 members 
Entering Unmasked Estep 
Score: -154541648.000000 Penalty: 293480.187500
Splitting cluster 24 changes total score from -154543520.000000 to -154541648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (92396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Entering Unmasked Estep 
Score: -11316576.000000 Penalty: 2835.592041
	Iteration 0F: 2 clusters Score -1.131658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -11254801.000000 Penalty: 5671.184082
	Iteration 0F: 3 clusters Score -1.12548e+07 nChanged 43654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -11279530.000000 Penalty: 5671.184082
	Iteration 1F: 3 clusters Score -1.127953e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -11280653.000000 Penalty: 5671.184082
	Iteration 2Q: 3 clusters Score -1.128065e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -11282319.000000 Penalty: 5671.184082
	Iteration 3Q: 3 clusters Score -1.128232e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -11284564.000000 Penalty: 5671.184082
	Iteration 4Q: 3 clusters Score -1.128456e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -11287839.000000 Penalty: 5671.184082
	Iteration 5F: 3 clusters Score -1.128784e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -11292275.000000 Penalty: 5671.184082
	Iteration 6F: 3 clusters Score -1.129228e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -11298054.000000 Penalty: 5671.184082
	Iteration 7F: 3 clusters Score -1.129805e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80831 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -11304198.000000 Penalty: 5671.184082
	Iteration 8F: 3 clusters Score -1.13042e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86005 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -11308837.000000 Penalty: 5671.184082
	Iteration 9F: 3 clusters Score -1.130884e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89107 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -11311555.000000 Penalty: 5671.184082
	Iteration 10Q: 3 clusters Score -1.131156e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90622 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -11312886.000000 Penalty: 5671.184082
	Iteration 11Q: 3 clusters Score -1.131289e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91293 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -11313506.000000 Penalty: 5671.184082
	Iteration 12Q: 3 clusters Score -1.131351e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91582 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11313814.000000 Penalty: 5671.184082
	Iteration 13Q: 3 clusters Score -1.131381e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -11313957.000000 Penalty: 5671.184082
	Iteration 14Q: 3 clusters Score -1.131396e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11314003.000000 Penalty: 5671.184082
	Iteration 15Q: 3 clusters Score -1.1314e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91798 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -11314042.000000 Penalty: 5671.184082
	Iteration 16Q: 3 clusters Score -1.131404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91815 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11314071.000000 Penalty: 5671.184082
	Iteration 17Q: 3 clusters Score -1.131407e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91837 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11314093.000000 Penalty: 5671.184082
	Iteration 18Q: 3 clusters Score -1.131409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91852 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11314114.000000 Penalty: 5671.184082
	Iteration 19Q: 3 clusters Score -1.131411e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91868 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11314120.000000 Penalty: 5671.184082
	Iteration 20F: 3 clusters Score -1.131412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11314128.000000 Penalty: 5671.184082
	Iteration 21Q: 3 clusters Score -1.131413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91891 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -11314143.000000 Penalty: 5671.184082
	Iteration 22Q: 3 clusters Score -1.131414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91898 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -11314151.000000 Penalty: 5671.184082
	Iteration 23Q: 3 clusters Score -1.131415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91905 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -11314157.000000 Penalty: 5671.184082
	Iteration 24Q: 3 clusters Score -1.131416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91908 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -11314166.000000 Penalty: 5671.184082
	Iteration 25Q: 3 clusters Score -1.131417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91911 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11314175.000000 Penalty: 5671.184082
	Iteration 26Q: 3 clusters Score -1.131418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11314169.000000 Penalty: 5671.184082
	Iteration 27Q: 3 clusters Score -1.131417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -11314183.000000 Penalty: 5671.184082
	Iteration 28Q: 3 clusters Score -1.131418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91928 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11314194.000000 Penalty: 5671.184082
	Iteration 29Q: 3 clusters Score -1.131419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -11314198.000000 Penalty: 5671.184082
	Iteration 30Q: 3 clusters Score -1.13142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -11314201.000000 Penalty: 5671.184082
	Iteration 31Q: 3 clusters Score -1.13142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91931 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11314199.000000 Penalty: 5671.184082
	Iteration 32Q: 3 clusters Score -1.13142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91931 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11314199.000000 Penalty: 5671.184082
	Iteration 33F: 3 clusters Score -1.13142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -1041022.437500 Penalty: 2178.472412
	Iteration 0F: 2 clusters Score -1041022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1035504.000000 Penalty: 4356.944824
	Iteration 0F: 3 clusters Score -1035504 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1037083.937500 Penalty: 4356.944824
	Iteration 1F: 3 clusters Score -1037084 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1037501.625000 Penalty: 4356.944824
	Iteration 2F: 3 clusters Score -1037502 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1037872.125000 Penalty: 4356.944824
	Iteration 3F: 3 clusters Score -1037872 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1038218.937500 Penalty: 4356.944824
	Iteration 4F: 3 clusters Score -1038219 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1038602.812500 Penalty: 4356.944824
	Iteration 5F: 3 clusters Score -1038603 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1038996.812500 Penalty: 4356.944824
	Iteration 6F: 3 clusters Score -1038997 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1039383.750000 Penalty: 4356.944824
	Iteration 7F: 3 clusters Score -1039384 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1039765.062500 Penalty: 4356.944824
	Iteration 8F: 3 clusters Score -1039765 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1040150.812500 Penalty: 4356.944824
	Iteration 9Q: 3 clusters Score -1040151 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1040521.750000 Penalty: 4356.944824
	Iteration 10Q: 3 clusters Score -1040522 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1040836.687500 Penalty: 4356.944824
	Iteration 11Q: 3 clusters Score -1040837 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1040959.125000 Penalty: 4356.944824
	Iteration 12Q: 3 clusters Score -1040959 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1041011.750000 Penalty: 4356.944824
	Iteration 13Q: 3 clusters Score -1041012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1041042.187500 Penalty: 4356.944824
	Iteration 14Q: 3 clusters Score -1041042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1041062.562500 Penalty: 4356.944824
	Iteration 15Q: 3 clusters Score -1041063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1041073.187500 Penalty: 4356.944824
	Iteration 16Q: 3 clusters Score -1041073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1041079.937500 Penalty: 4356.944824
	Iteration 17Q: 3 clusters Score -1041080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1041084.437500 Penalty: 4356.944824
	Iteration 18Q: 3 clusters Score -1041084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1041085.750000 Penalty: 4356.944824
	Iteration 19Q: 3 clusters Score -1041086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1041086.937500 Penalty: 4356.944824
	Iteration 20F: 3 clusters Score -1041087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1041090.812500 Penalty: 4356.944824
	Iteration 21Q: 3 clusters Score -1041091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1041088.562500 Penalty: 4356.944824
	Iteration 22Q: 3 clusters Score -1041089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1041093.625000 Penalty: 4356.944824
	Iteration 23Q: 3 clusters Score -1041094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1041093.187500 Penalty: 4356.944824
	Iteration 24Q: 3 clusters Score -1041093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1041092.062500 Penalty: 4356.944824
	Iteration 25Q: 3 clusters Score -1041092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1041095.000000 Penalty: 4356.944824
	Iteration 26Q: 3 clusters Score -1041095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1041095.000000 Penalty: 4356.944824
	Iteration 27F: 3 clusters Score -1041095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 4767 members 
Entering Unmasked Estep 
Score: -154542224.000000 Penalty: 293480.187500
Splitting cluster 26 changes total score from -154543520.000000 to -154542224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -190338.515625 Penalty: 1861.907104
	Iteration 0F: 2 clusters Score -190338.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -187848.984375 Penalty: 3723.814209
	Iteration 0F: 3 clusters Score -187849 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -188337.453125 Penalty: 3723.814209
	Iteration 1F: 3 clusters Score -188337.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -188481.640625 Penalty: 3723.814209
	Iteration 2F: 3 clusters Score -188481.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -188550.953125 Penalty: 3723.814209
	Iteration 3Q: 3 clusters Score -188551 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -188592.500000 Penalty: 3723.814209
	Iteration 4Q: 3 clusters Score -188592.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -188616.750000 Penalty: 3723.814209
	Iteration 5Q: 3 clusters Score -188616.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -188634.906250 Penalty: 3723.814209
	Iteration 6Q: 3 clusters Score -188634.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -188646.187500 Penalty: 3723.814209
	Iteration 7Q: 3 clusters Score -188646.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -188657.406250 Penalty: 3723.814209
	Iteration 8Q: 3 clusters Score -188657.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -188665.406250 Penalty: 3723.814209
	Iteration 9Q: 3 clusters Score -188665.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -188672.953125 Penalty: 3723.814209
	Iteration 10Q: 3 clusters Score -188673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -188683.515625 Penalty: 3723.814209
	Iteration 11Q: 3 clusters Score -188683.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -188690.796875 Penalty: 3723.814209
	Iteration 12Q: 3 clusters Score -188690.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -188699.281250 Penalty: 3723.814209
	Iteration 13Q: 3 clusters Score -188699.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -188703.562500 Penalty: 3723.814209
	Iteration 14Q: 3 clusters Score -188703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -188705.609375 Penalty: 3723.814209
	Iteration 15Q: 3 clusters Score -188705.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -188707.312500 Penalty: 3723.814209
	Iteration 16Q: 3 clusters Score -188707.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -188709.609375 Penalty: 3723.814209
	Iteration 17Q: 3 clusters Score -188709.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -188711.578125 Penalty: 3723.814209
	Iteration 18Q: 3 clusters Score -188711.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -188715.078125 Penalty: 3723.814209
	Iteration 19Q: 3 clusters Score -188715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -188717.406250 Penalty: 3723.814209
	Iteration 20F: 3 clusters Score -188717.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -188718.593750 Penalty: 3723.814209
	Iteration 21Q: 3 clusters Score -188718.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -188722.734375 Penalty: 3723.814209
	Iteration 22Q: 3 clusters Score -188722.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -188727.703125 Penalty: 3723.814209
	Iteration 23Q: 3 clusters Score -188727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -188731.171875 Penalty: 3723.814209
	Iteration 24Q: 3 clusters Score -188731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -188736.093750 Penalty: 3723.814209
	Iteration 25Q: 3 clusters Score -188736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -188740.046875 Penalty: 3723.814209
	Iteration 26Q: 3 clusters Score -188740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -188746.250000 Penalty: 3723.814209
	Iteration 27Q: 3 clusters Score -188746.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -188752.500000 Penalty: 3723.814209
	Iteration 28Q: 3 clusters Score -188752.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -188758.531250 Penalty: 3723.814209
	Iteration 29Q: 3 clusters Score -188758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -188762.000000 Penalty: 3723.814209
	Iteration 30Q: 3 clusters Score -188762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -188771.203125 Penalty: 3723.814209
	Iteration 31Q: 3 clusters Score -188771.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -188778.890625 Penalty: 3723.814209
	Iteration 32Q: 3 clusters Score -188778.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -188786.781250 Penalty: 3723.814209
	Iteration 33Q: 3 clusters Score -188786.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -188801.500000 Penalty: 3723.814209
	Iteration 34Q: 3 clusters Score -188801.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -188810.906250 Penalty: 3723.814209
	Iteration 35Q: 3 clusters Score -188810.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -188826.281250 Penalty: 3723.814209
	Iteration 36Q: 3 clusters Score -188826.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -188844.562500 Penalty: 3723.814209
	Iteration 37Q: 3 clusters Score -188844.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -188861.953125 Penalty: 3723.814209
	Iteration 38Q: 3 clusters Score -188862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -188871.265625 Penalty: 3723.814209
	Iteration 39Q: 3 clusters Score -188871.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -188880.703125 Penalty: 3723.814209
	Iteration 40F: 3 clusters Score -188880.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -188893.453125 Penalty: 3723.814209
	Iteration 41Q: 3 clusters Score -188893.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -188905.453125 Penalty: 3723.814209
	Iteration 42Q: 3 clusters Score -188905.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -188910.312500 Penalty: 3723.814209
	Iteration 43Q: 3 clusters Score -188910.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -188919.171875 Penalty: 3723.814209
	Iteration 44Q: 3 clusters Score -188919.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -188927.609375 Penalty: 3723.814209
	Iteration 45Q: 3 clusters Score -188927.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -188936.359375 Penalty: 3723.814209
	Iteration 46Q: 3 clusters Score -188936.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -188946.046875 Penalty: 3723.814209
	Iteration 47Q: 3 clusters Score -188946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -188950.859375 Penalty: 3723.814209
	Iteration 48Q: 3 clusters Score -188950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -188955.359375 Penalty: 3723.814209
	Iteration 49Q: 3 clusters Score -188955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -188956.593750 Penalty: 3723.814209
	Iteration 50Q: 3 clusters Score -188956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -188957.328125 Penalty: 3723.814209
	Iteration 51Q: 3 clusters Score -188957.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -188958.046875 Penalty: 3723.814209
	Iteration 52Q: 3 clusters Score -188958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -188958.046875 Penalty: 3723.814209
	Iteration 53F: 3 clusters Score -188958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -1255135.750000 Penalty: 2296.476807
	Iteration 0F: 2 clusters Score -1255136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1247136.000000 Penalty: 4592.953613
	Iteration 0F: 3 clusters Score -1247136 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1249488.250000 Penalty: 4592.953613
	Iteration 1F: 3 clusters Score -1249488 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1249803.625000 Penalty: 4592.953613
	Iteration 2F: 3 clusters Score -1249804 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1250041.125000 Penalty: 4592.953613
	Iteration 3Q: 3 clusters Score -1250041 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1250266.375000 Penalty: 4592.953613
	Iteration 4Q: 3 clusters Score -1250266 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1250487.000000 Penalty: 4592.953613
	Iteration 5Q: 3 clusters Score -1250487 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1250698.750000 Penalty: 4592.953613
	Iteration 6Q: 3 clusters Score -1250699 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1250904.500000 Penalty: 4592.953613
	Iteration 7Q: 3 clusters Score -1250904 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1251107.375000 Penalty: 4592.953613
	Iteration 8Q: 3 clusters Score -1251107 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1251337.625000 Penalty: 4592.953613
	Iteration 9Q: 3 clusters Score -1251338 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1251552.500000 Penalty: 4592.953613
	Iteration 10Q: 3 clusters Score -1251552 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1251743.125000 Penalty: 4592.953613
	Iteration 11Q: 3 clusters Score -1251743 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1251963.875000 Penalty: 4592.953613
	Iteration 12Q: 3 clusters Score -1251964 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1252190.875000 Penalty: 4592.953613
	Iteration 13Q: 3 clusters Score -1252191 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1252393.125000 Penalty: 4592.953613
	Iteration 14Q: 3 clusters Score -1252393 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1252552.625000 Penalty: 4592.953613
	Iteration 15Q: 3 clusters Score -1252553 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1252669.750000 Penalty: 4592.953613
	Iteration 16Q: 3 clusters Score -1252670 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1252763.500000 Penalty: 4592.953613
	Iteration 17Q: 3 clusters Score -1252764 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1252854.750000 Penalty: 4592.953613
	Iteration 18Q: 3 clusters Score -1252855 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1252928.250000 Penalty: 4592.953613
	Iteration 19Q: 3 clusters Score -1252928 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1252984.375000 Penalty: 4592.953613
	Iteration 20F: 3 clusters Score -1252984 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1253011.125000 Penalty: 4592.953613
	Iteration 21Q: 3 clusters Score -1253011 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1253031.500000 Penalty: 4592.953613
	Iteration 22Q: 3 clusters Score -1253032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1253052.125000 Penalty: 4592.953613
	Iteration 23Q: 3 clusters Score -1253052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1253071.250000 Penalty: 4592.953613
	Iteration 24Q: 3 clusters Score -1253071 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1253079.625000 Penalty: 4592.953613
	Iteration 25Q: 3 clusters Score -1253080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1253086.375000 Penalty: 4592.953613
	Iteration 26Q: 3 clusters Score -1253086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1253089.875000 Penalty: 4592.953613
	Iteration 27Q: 3 clusters Score -1253090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1253093.125000 Penalty: 4592.953613
	Iteration 28Q: 3 clusters Score -1253093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1253095.875000 Penalty: 4592.953613
	Iteration 29Q: 3 clusters Score -1253096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1253100.375000 Penalty: 4592.953613
	Iteration 30Q: 3 clusters Score -1253100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1253098.250000 Penalty: 4592.953613
	Iteration 31Q: 3 clusters Score -1253098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1253101.000000 Penalty: 4592.953613
	Iteration 32Q: 3 clusters Score -1253101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1253102.750000 Penalty: 4592.953613
	Iteration 33Q: 3 clusters Score -1253103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1253102.500000 Penalty: 4592.953613
	Iteration 34Q: 3 clusters Score -1253102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1253110.375000 Penalty: 4592.953613
	Iteration 35Q: 3 clusters Score -1253110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1253107.125000 Penalty: 4592.953613
	Iteration 36Q: 3 clusters Score -1253107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1253107.875000 Penalty: 4592.953613
	Iteration 37Q: 3 clusters Score -1253108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1253111.000000 Penalty: 4592.953613
	Iteration 38Q: 3 clusters Score -1253111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1253110.875000 Penalty: 4592.953613
	Iteration 39Q: 3 clusters Score -1253111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1253112.375000 Penalty: 4592.953613
	Iteration 40F: 3 clusters Score -1253112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1253114.375000 Penalty: 4592.953613
	Iteration 41Q: 3 clusters Score -1253114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1253111.625000 Penalty: 4592.953613
	Iteration 42Q: 3 clusters Score -1253112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1253115.375000 Penalty: 4592.953613
	Iteration 43Q: 3 clusters Score -1253115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1253114.750000 Penalty: 4592.953613
	Iteration 44Q: 3 clusters Score -1253115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1253116.375000 Penalty: 4592.953613
	Iteration 45Q: 3 clusters Score -1253116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1253120.000000 Penalty: 4592.953613
	Iteration 46Q: 3 clusters Score -1253120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1253117.125000 Penalty: 4592.953613
	Iteration 47Q: 3 clusters Score -1253117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1253120.750000 Penalty: 4592.953613
	Iteration 48Q: 3 clusters Score -1253121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1253119.500000 Penalty: 4592.953613
	Iteration 49Q: 3 clusters Score -1253120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1253122.500000 Penalty: 4592.953613
	Iteration 50Q: 3 clusters Score -1253122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1253121.250000 Penalty: 4592.953613
	Iteration 51Q: 3 clusters Score -1253121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1253122.625000 Penalty: 4592.953613
	Iteration 52Q: 3 clusters Score -1253123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1253124.875000 Penalty: 4592.953613
	Iteration 53Q: 3 clusters Score -1253125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1253123.875000 Penalty: 4592.953613
	Iteration 54Q: 3 clusters Score -1253124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1253125.000000 Penalty: 4592.953613
	Iteration 55Q: 3 clusters Score -1253125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1253130.500000 Penalty: 4592.953613
	Iteration 56Q: 3 clusters Score -1253130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1253131.750000 Penalty: 4592.953613
	Iteration 57Q: 3 clusters Score -1253132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1253132.875000 Penalty: 4592.953613
	Iteration 58Q: 3 clusters Score -1253133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1253133.250000 Penalty: 4592.953613
	Iteration 59Q: 3 clusters Score -1253133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1253133.125000 Penalty: 4592.953613
	Iteration 60F: 3 clusters Score -1253133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1253135.500000 Penalty: 4592.953613
	Iteration 61Q: 3 clusters Score -1253136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1253139.250000 Penalty: 4592.953613
	Iteration 62Q: 3 clusters Score -1253139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1253138.625000 Penalty: 4592.953613
	Iteration 63Q: 3 clusters Score -1253139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1253137.375000 Penalty: 4592.953613
	Iteration 64Q: 3 clusters Score -1253137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1253138.875000 Penalty: 4592.953613
	Iteration 65Q: 3 clusters Score -1253139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1253142.375000 Penalty: 4592.953613
	Iteration 66Q: 3 clusters Score -1253142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1253140.625000 Penalty: 4592.953613
	Iteration 67Q: 3 clusters Score -1253141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1253141.625000 Penalty: 4592.953613
	Iteration 68Q: 3 clusters Score -1253142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1253139.250000 Penalty: 4592.953613
	Iteration 69Q: 3 clusters Score -1253139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1253138.875000 Penalty: 4592.953613
	Iteration 70Q: 3 clusters Score -1253139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1253141.250000 Penalty: 4592.953613
	Iteration 71Q: 3 clusters Score -1253141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1253143.500000 Penalty: 4592.953613
	Iteration 72Q: 3 clusters Score -1253144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1253142.750000 Penalty: 4592.953613
	Iteration 73Q: 3 clusters Score -1253143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1253145.125000 Penalty: 4592.953613
	Iteration 74Q: 3 clusters Score -1253145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1253145.750000 Penalty: 4592.953613
	Iteration 75Q: 3 clusters Score -1253146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1253143.750000 Penalty: 4592.953613
	Iteration 76Q: 3 clusters Score -1253144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1253143.625000 Penalty: 4592.953613
	Iteration 77Q: 3 clusters Score -1253144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1253143.625000 Penalty: 4592.953613
	Iteration 78F: 3 clusters Score -1253144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Entering Unmasked Estep 
Score: -2853657.000000 Penalty: 2496.575928
	Iteration 0F: 2 clusters Score -2853657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2837251.250000 Penalty: 4993.151855
	Iteration 0F: 3 clusters Score -2837251 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2843297.250000 Penalty: 4993.151855
	Iteration 1F: 3 clusters Score -2843297 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2844067.750000 Penalty: 4993.151855
	Iteration 2F: 3 clusters Score -2844068 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2844738.000000 Penalty: 4993.151855
	Iteration 3F: 3 clusters Score -2844738 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2845322.000000 Penalty: 4993.151855
	Iteration 4F: 3 clusters Score -2845322 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2845813.000000 Penalty: 4993.151855
	Iteration 5Q: 3 clusters Score -2845813 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2846230.750000 Penalty: 4993.151855
	Iteration 6Q: 3 clusters Score -2846231 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2846626.500000 Penalty: 4993.151855
	Iteration 7Q: 3 clusters Score -2846626 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2846957.500000 Penalty: 4993.151855
	Iteration 8Q: 3 clusters Score -2846958 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2847228.250000 Penalty: 4993.151855
	Iteration 9Q: 3 clusters Score -2847228 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2847453.750000 Penalty: 4993.151855
	Iteration 10Q: 3 clusters Score -2847454 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2847660.250000 Penalty: 4993.151855
	Iteration 11Q: 3 clusters Score -2847660 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2847812.750000 Penalty: 4993.151855
	Iteration 12Q: 3 clusters Score -2847813 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2847978.500000 Penalty: 4993.151855
	Iteration 13Q: 3 clusters Score -2847978 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2848152.750000 Penalty: 4993.151855
	Iteration 14Q: 3 clusters Score -2848153 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2848309.500000 Penalty: 4993.151855
	Iteration 15Q: 3 clusters Score -2848310 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2848525.250000 Penalty: 4993.151855
	Iteration 16Q: 3 clusters Score -2848525 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2848731.000000 Penalty: 4993.151855
	Iteration 17Q: 3 clusters Score -2848731 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2848949.500000 Penalty: 4993.151855
	Iteration 18Q: 3 clusters Score -2848950 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2849152.500000 Penalty: 4993.151855
	Iteration 19Q: 3 clusters Score -2849152 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2849387.000000 Penalty: 4993.151855
	Iteration 20F: 3 clusters Score -2849387 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2849562.000000 Penalty: 4993.151855
	Iteration 21Q: 3 clusters Score -2849562 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2849698.500000 Penalty: 4993.151855
	Iteration 22Q: 3 clusters Score -2849698 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2849791.250000 Penalty: 4993.151855
	Iteration 23Q: 3 clusters Score -2849791 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2849861.750000 Penalty: 4993.151855
	Iteration 24Q: 3 clusters Score -2849862 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2849918.250000 Penalty: 4993.151855
	Iteration 25Q: 3 clusters Score -2849918 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2849961.250000 Penalty: 4993.151855
	Iteration 26Q: 3 clusters Score -2849961 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2850001.250000 Penalty: 4993.151855
	Iteration 27Q: 3 clusters Score -2850001 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2850032.500000 Penalty: 4993.151855
	Iteration 28Q: 3 clusters Score -2850032 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2850051.750000 Penalty: 4993.151855
	Iteration 29Q: 3 clusters Score -2850052 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2850079.500000 Penalty: 4993.151855
	Iteration 30Q: 3 clusters Score -2850080 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2850098.750000 Penalty: 4993.151855
	Iteration 31Q: 3 clusters Score -2850099 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2850129.250000 Penalty: 4993.151855
	Iteration 32Q: 3 clusters Score -2850129 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2850144.500000 Penalty: 4993.151855
	Iteration 33Q: 3 clusters Score -2850144 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2850163.250000 Penalty: 4993.151855
	Iteration 34Q: 3 clusters Score -2850163 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2850180.250000 Penalty: 4993.151855
	Iteration 35Q: 3 clusters Score -2850180 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2850209.000000 Penalty: 4993.151855
	Iteration 36Q: 3 clusters Score -2850209 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2850224.000000 Penalty: 4993.151855
	Iteration 37Q: 3 clusters Score -2850224 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2850248.000000 Penalty: 4993.151855
	Iteration 38Q: 3 clusters Score -2850248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2850266.000000 Penalty: 4993.151855
	Iteration 39Q: 3 clusters Score -2850266 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2850280.500000 Penalty: 4993.151855
	Iteration 40F: 3 clusters Score -2850280 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2850295.750000 Penalty: 4993.151855
	Iteration 41Q: 3 clusters Score -2850296 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2850306.750000 Penalty: 4993.151855
	Iteration 42Q: 3 clusters Score -2850307 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2850327.000000 Penalty: 4993.151855
	Iteration 43Q: 3 clusters Score -2850327 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2850364.000000 Penalty: 4993.151855
	Iteration 44Q: 3 clusters Score -2850364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2850375.000000 Penalty: 4993.151855
	Iteration 45Q: 3 clusters Score -2850375 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2850398.000000 Penalty: 4993.151855
	Iteration 46Q: 3 clusters Score -2850398 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2850417.750000 Penalty: 4993.151855
	Iteration 47Q: 3 clusters Score -2850418 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2850447.500000 Penalty: 4993.151855
	Iteration 48Q: 3 clusters Score -2850448 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2850474.000000 Penalty: 4993.151855
	Iteration 49Q: 3 clusters Score -2850474 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2850503.250000 Penalty: 4993.151855
	Iteration 50Q: 3 clusters Score -2850503 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2850540.250000 Penalty: 4993.151855
	Iteration 51Q: 3 clusters Score -2850540 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2850583.000000 Penalty: 4993.151855
	Iteration 52Q: 3 clusters Score -2850583 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2850622.250000 Penalty: 4993.151855
	Iteration 53Q: 3 clusters Score -2850622 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2850658.750000 Penalty: 4993.151855
	Iteration 54Q: 3 clusters Score -2850659 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2850703.250000 Penalty: 4993.151855
	Iteration 55Q: 3 clusters Score -2850703 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2850757.000000 Penalty: 4993.151855
	Iteration 56Q: 3 clusters Score -2850757 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2850789.000000 Penalty: 4993.151855
	Iteration 57Q: 3 clusters Score -2850789 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2850821.000000 Penalty: 4993.151855
	Iteration 58Q: 3 clusters Score -2850821 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2850858.500000 Penalty: 4993.151855
	Iteration 59Q: 3 clusters Score -2850858 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2850889.500000 Penalty: 4993.151855
	Iteration 60F: 3 clusters Score -2850890 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2850929.250000 Penalty: 4993.151855
	Iteration 61Q: 3 clusters Score -2850929 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2850982.750000 Penalty: 4993.151855
	Iteration 62Q: 3 clusters Score -2850983 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2851029.250000 Penalty: 4993.151855
	Iteration 63Q: 3 clusters Score -2851029 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2851080.750000 Penalty: 4993.151855
	Iteration 64Q: 3 clusters Score -2851081 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2851141.750000 Penalty: 4993.151855
	Iteration 65Q: 3 clusters Score -2851142 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2851227.000000 Penalty: 4993.151855
	Iteration 66Q: 3 clusters Score -2851227 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2851290.750000 Penalty: 4993.151855
	Iteration 67Q: 3 clusters Score -2851291 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2851360.000000 Penalty: 4993.151855
	Iteration 68Q: 3 clusters Score -2851360 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2851448.500000 Penalty: 4993.151855
	Iteration 69Q: 3 clusters Score -2851448 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2851541.250000 Penalty: 4993.151855
	Iteration 70Q: 3 clusters Score -2851541 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2851626.250000 Penalty: 4993.151855
	Iteration 71Q: 3 clusters Score -2851626 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2851725.750000 Penalty: 4993.151855
	Iteration 72Q: 3 clusters Score -2851726 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2851835.750000 Penalty: 4993.151855
	Iteration 73Q: 3 clusters Score -2851836 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2851937.750000 Penalty: 4993.151855
	Iteration 74Q: 3 clusters Score -2851938 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2852062.000000 Penalty: 4993.151855
	Iteration 75Q: 3 clusters Score -2852062 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2852134.500000 Penalty: 4993.151855
	Iteration 76Q: 3 clusters Score -2852134 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2852190.000000 Penalty: 4993.151855
	Iteration 77Q: 3 clusters Score -2852190 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2852257.000000 Penalty: 4993.151855
	Iteration 78Q: 3 clusters Score -2852257 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2852289.250000 Penalty: 4993.151855
	Iteration 79Q: 3 clusters Score -2852289 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2852322.750000 Penalty: 4993.151855
	Iteration 80F: 3 clusters Score -2852323 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2852346.750000 Penalty: 4993.151855
	Iteration 81Q: 3 clusters Score -2852347 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2852365.250000 Penalty: 4993.151855
	Iteration 82Q: 3 clusters Score -2852365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2852382.500000 Penalty: 4993.151855
	Iteration 83Q: 3 clusters Score -2852382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2852398.000000 Penalty: 4993.151855
	Iteration 84Q: 3 clusters Score -2852398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2852402.250000 Penalty: 4993.151855
	Iteration 85Q: 3 clusters Score -2852402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2852412.000000 Penalty: 4993.151855
	Iteration 86Q: 3 clusters Score -2852412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2852419.750000 Penalty: 4993.151855
	Iteration 87Q: 3 clusters Score -2852420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2852421.500000 Penalty: 4993.151855
	Iteration 88Q: 3 clusters Score -2852422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2852424.000000 Penalty: 4993.151855
	Iteration 89Q: 3 clusters Score -2852424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2852432.500000 Penalty: 4993.151855
	Iteration 90Q: 3 clusters Score -2852432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2852436.000000 Penalty: 4993.151855
	Iteration 91Q: 3 clusters Score -2852436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2852437.750000 Penalty: 4993.151855
	Iteration 92Q: 3 clusters Score -2852438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2852439.750000 Penalty: 4993.151855
	Iteration 93Q: 3 clusters Score -2852440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2852441.000000 Penalty: 4993.151855
	Iteration 94Q: 3 clusters Score -2852441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2852440.500000 Penalty: 4993.151855
	Iteration 95Q: 3 clusters Score -2852440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2852441.250000 Penalty: 4993.151855
	Iteration 96Q: 3 clusters Score -2852441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2852445.500000 Penalty: 4993.151855
	Iteration 97Q: 3 clusters Score -2852446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2852446.000000 Penalty: 4993.151855
	Iteration 98Q: 3 clusters Score -2852446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2852448.750000 Penalty: 4993.151855
	Iteration 99Q: 3 clusters Score -2852449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2852447.500000 Penalty: 4993.151855
	Iteration 100F: 3 clusters Score -2852448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2852445.000000 Penalty: 4993.151855
	Iteration 101Q: 3 clusters Score -2852445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2852444.500000 Penalty: 4993.151855
	Iteration 102Q: 3 clusters Score -2852444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2852449.500000 Penalty: 4993.151855
	Iteration 103Q: 3 clusters Score -2852450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2852449.500000 Penalty: 4993.151855
	Iteration 104F: 3 clusters Score -2852450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (39198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Entering Unmasked Estep 
Score: -4884186.000000 Penalty: 2622.942383
	Iteration 0F: 2 clusters Score -4884186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -4857689.500000 Penalty: 5245.884766
	Iteration 0F: 3 clusters Score -4857690 nChanged 17838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -4867457.500000 Penalty: 5245.884766
	Iteration 1F: 3 clusters Score -4867458 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -4867912.000000 Penalty: 5245.884766
	Iteration 2Q: 3 clusters Score -4867912 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -4868326.000000 Penalty: 5245.884766
	Iteration 3Q: 3 clusters Score -4868326 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -4868845.500000 Penalty: 5245.884766
	Iteration 4Q: 3 clusters Score -4868846 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4869446.000000 Penalty: 5245.884766
	Iteration 5Q: 3 clusters Score -4869446 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -4870260.500000 Penalty: 5245.884766
	Iteration 6Q: 3 clusters Score -4870260 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -4871464.000000 Penalty: 5245.884766
	Iteration 7F: 3 clusters Score -4871464 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -4873251.500000 Penalty: 5245.884766
	Iteration 8F: 3 clusters Score -4873252 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -4875498.000000 Penalty: 5245.884766
	Iteration 9F: 3 clusters Score -4875498 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -4877697.500000 Penalty: 5245.884766
	Iteration 10F: 3 clusters Score -4877698 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -4879343.000000 Penalty: 5245.884766
	Iteration 11Q: 3 clusters Score -4879343 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -4880341.000000 Penalty: 5245.884766
	Iteration 12Q: 3 clusters Score -4880341 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4880938.500000 Penalty: 5245.884766
	Iteration 13Q: 3 clusters Score -4880938 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4881272.500000 Penalty: 5245.884766
	Iteration 14Q: 3 clusters Score -4881272 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4881451.000000 Penalty: 5245.884766
	Iteration 15Q: 3 clusters Score -4881451 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4881582.500000 Penalty: 5245.884766
	Iteration 16Q: 3 clusters Score -4881582 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4881688.000000 Penalty: 5245.884766
	Iteration 17Q: 3 clusters Score -4881688 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4881753.500000 Penalty: 5245.884766
	Iteration 18Q: 3 clusters Score -4881754 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4881788.500000 Penalty: 5245.884766
	Iteration 19Q: 3 clusters Score -4881788 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4881819.500000 Penalty: 5245.884766
	Iteration 20F: 3 clusters Score -4881820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4881838.000000 Penalty: 5245.884766
	Iteration 21Q: 3 clusters Score -4881838 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4881863.500000 Penalty: 5245.884766
	Iteration 22Q: 3 clusters Score -4881864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4881890.500000 Penalty: 5245.884766
	Iteration 23Q: 3 clusters Score -4881890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4881909.000000 Penalty: 5245.884766
	Iteration 24Q: 3 clusters Score -4881909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4881916.000000 Penalty: 5245.884766
	Iteration 25Q: 3 clusters Score -4881916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4881925.000000 Penalty: 5245.884766
	Iteration 26Q: 3 clusters Score -4881925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4881943.000000 Penalty: 5245.884766
	Iteration 27Q: 3 clusters Score -4881943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4881956.500000 Penalty: 5245.884766
	Iteration 28Q: 3 clusters Score -4881956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4881965.500000 Penalty: 5245.884766
	Iteration 29Q: 3 clusters Score -4881966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4881976.500000 Penalty: 5245.884766
	Iteration 30Q: 3 clusters Score -4881976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4881973.500000 Penalty: 5245.884766
	Iteration 31Q: 3 clusters Score -4881974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4881970.000000 Penalty: 5245.884766
	Iteration 32Q: 3 clusters Score -4881970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4881973.500000 Penalty: 5245.884766
	Iteration 33Q: 3 clusters Score -4881974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4881966.000000 Penalty: 5245.884766
	Iteration 34Q: 3 clusters Score -4881966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4881974.000000 Penalty: 5245.884766
	Iteration 35Q: 3 clusters Score -4881974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4881985.000000 Penalty: 5245.884766
	Iteration 36Q: 3 clusters Score -4881985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4881989.000000 Penalty: 5245.884766
	Iteration 37Q: 3 clusters Score -4881989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4881982.500000 Penalty: 5245.884766
	Iteration 38Q: 3 clusters Score -4881982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4881981.500000 Penalty: 5245.884766
	Iteration 39Q: 3 clusters Score -4881982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4881981.000000 Penalty: 5245.884766
	Iteration 40F: 3 clusters Score -4881981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4881981.000000 Penalty: 5245.884766
	Iteration 41Q: 3 clusters Score -4881981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4881987.000000 Penalty: 5245.884766
	Iteration 42Q: 3 clusters Score -4881987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4881992.000000 Penalty: 5245.884766
	Iteration 43Q: 3 clusters Score -4881992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4881995.500000 Penalty: 5245.884766
	Iteration 44Q: 3 clusters Score -4881996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4881995.500000 Penalty: 5245.884766
	Iteration 45Q: 3 clusters Score -4881996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4882000.000000 Penalty: 5245.884766
	Iteration 46Q: 3 clusters Score -4882000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4881996.500000 Penalty: 5245.884766
	Iteration 47Q: 3 clusters Score -4881996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4881996.500000 Penalty: 5245.884766
	Iteration 48Q: 3 clusters Score -4881996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4881996.000000 Penalty: 5245.884766
	Iteration 49Q: 3 clusters Score -4881996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4882002.500000 Penalty: 5245.884766
	Iteration 50Q: 3 clusters Score -4882002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4882005.000000 Penalty: 5245.884766
	Iteration 51Q: 3 clusters Score -4882005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4882005.500000 Penalty: 5245.884766
	Iteration 52Q: 3 clusters Score -4882006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4882004.500000 Penalty: 5245.884766
	Iteration 53Q: 3 clusters Score -4882004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4882003.500000 Penalty: 5245.884766
	Iteration 54Q: 3 clusters Score -4882004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4882011.000000 Penalty: 5245.884766
	Iteration 55Q: 3 clusters Score -4882011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4882006.000000 Penalty: 5245.884766
	Iteration 56Q: 3 clusters Score -4882006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4882004.500000 Penalty: 5245.884766
	Iteration 57Q: 3 clusters Score -4882004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4882004.500000 Penalty: 5245.884766
	Iteration 58F: 3 clusters Score -4882004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -597221.312500 Penalty: 2117.951660
	Iteration 0F: 2 clusters Score -597221.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -592594.937500 Penalty: 4235.903320
	Iteration 0F: 3 clusters Score -592594.9 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -593721.062500 Penalty: 4235.903320
	Iteration 1F: 3 clusters Score -593721.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -593949.187500 Penalty: 4235.903320
	Iteration 2F: 3 clusters Score -593949.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -594087.500000 Penalty: 4235.903320
	Iteration 3F: 3 clusters Score -594087.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -594202.125000 Penalty: 4235.903320
	Iteration 4Q: 3 clusters Score -594202.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -594309.062500 Penalty: 4235.903320
	Iteration 5Q: 3 clusters Score -594309.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -594430.125000 Penalty: 4235.903320
	Iteration 6Q: 3 clusters Score -594430.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -594561.875000 Penalty: 4235.903320
	Iteration 7Q: 3 clusters Score -594561.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -594732.812500 Penalty: 4235.903320
	Iteration 8Q: 3 clusters Score -594732.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -594948.437500 Penalty: 4235.903320
	Iteration 9Q: 3 clusters Score -594948.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -595119.812500 Penalty: 4235.903320
	Iteration 10Q: 3 clusters Score -595119.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -595278.187500 Penalty: 4235.903320
	Iteration 11Q: 3 clusters Score -595278.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -595409.437500 Penalty: 4235.903320
	Iteration 12Q: 3 clusters Score -595409.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -595538.750000 Penalty: 4235.903320
	Iteration 13Q: 3 clusters Score -595538.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -595654.375000 Penalty: 4235.903320
	Iteration 14Q: 3 clusters Score -595654.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -595749.500000 Penalty: 4235.903320
	Iteration 15Q: 3 clusters Score -595749.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -595829.625000 Penalty: 4235.903320
	Iteration 16Q: 3 clusters Score -595829.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -595887.250000 Penalty: 4235.903320
	Iteration 17Q: 3 clusters Score -595887.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -595915.875000 Penalty: 4235.903320
	Iteration 18Q: 3 clusters Score -595915.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -595938.687500 Penalty: 4235.903320
	Iteration 19Q: 3 clusters Score -595938.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -595958.750000 Penalty: 4235.903320
	Iteration 20F: 3 clusters Score -595958.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -595975.375000 Penalty: 4235.903320
	Iteration 21Q: 3 clusters Score -595975.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -595993.375000 Penalty: 4235.903320
	Iteration 22Q: 3 clusters Score -595993.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -596011.687500 Penalty: 4235.903320
	Iteration 23Q: 3 clusters Score -596011.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -596023.187500 Penalty: 4235.903320
	Iteration 24Q: 3 clusters Score -596023.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -596037.375000 Penalty: 4235.903320
	Iteration 25Q: 3 clusters Score -596037.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -596055.250000 Penalty: 4235.903320
	Iteration 26Q: 3 clusters Score -596055.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -596066.625000 Penalty: 4235.903320
	Iteration 27Q: 3 clusters Score -596066.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -596080.875000 Penalty: 4235.903320
	Iteration 28Q: 3 clusters Score -596080.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -596088.250000 Penalty: 4235.903320
	Iteration 29Q: 3 clusters Score -596088.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -596098.062500 Penalty: 4235.903320
	Iteration 30Q: 3 clusters Score -596098.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -596105.187500 Penalty: 4235.903320
	Iteration 31Q: 3 clusters Score -596105.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -596112.125000 Penalty: 4235.903320
	Iteration 32Q: 3 clusters Score -596112.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -596117.187500 Penalty: 4235.903320
	Iteration 33Q: 3 clusters Score -596117.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -596121.437500 Penalty: 4235.903320
	Iteration 34Q: 3 clusters Score -596121.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -596126.750000 Penalty: 4235.903320
	Iteration 35Q: 3 clusters Score -596126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -596127.937500 Penalty: 4235.903320
	Iteration 36Q: 3 clusters Score -596127.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -596132.812500 Penalty: 4235.903320
	Iteration 37Q: 3 clusters Score -596132.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -596137.750000 Penalty: 4235.903320
	Iteration 38Q: 3 clusters Score -596137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -596140.937500 Penalty: 4235.903320
	Iteration 39Q: 3 clusters Score -596140.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -596142.375000 Penalty: 4235.903320
	Iteration 40F: 3 clusters Score -596142.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -596144.375000 Penalty: 4235.903320
	Iteration 41Q: 3 clusters Score -596144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -596144.625000 Penalty: 4235.903320
	Iteration 42Q: 3 clusters Score -596144.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -596145.812500 Penalty: 4235.903320
	Iteration 43Q: 3 clusters Score -596145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -596147.437500 Penalty: 4235.903320
	Iteration 44Q: 3 clusters Score -596147.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -596148.500000 Penalty: 4235.903320
	Iteration 45Q: 3 clusters Score -596148.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -596148.750000 Penalty: 4235.903320
	Iteration 46Q: 3 clusters Score -596148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -596148.750000 Penalty: 4235.903320
	Iteration 47Q: 3 clusters Score -596148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -596150.187500 Penalty: 4235.903320
	Iteration 48Q: 3 clusters Score -596150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -596149.937500 Penalty: 4235.903320
	Iteration 49Q: 3 clusters Score -596149.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -596149.937500 Penalty: 4235.903320
	Iteration 50F: 3 clusters Score -596149.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -378413.125000 Penalty: 2004.435791
	Iteration 0F: 2 clusters Score -378413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -375063.656250 Penalty: 4008.871582
	Iteration 0F: 3 clusters Score -375063.7 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -375798.937500 Penalty: 4008.871582
	Iteration 1F: 3 clusters Score -375798.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -375996.375000 Penalty: 4008.871582
	Iteration 2F: 3 clusters Score -375996.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -376134.468750 Penalty: 4008.871582
	Iteration 3F: 3 clusters Score -376134.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -376231.593750 Penalty: 4008.871582
	Iteration 4Q: 3 clusters Score -376231.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -376299.968750 Penalty: 4008.871582
	Iteration 5Q: 3 clusters Score -376300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -376361.218750 Penalty: 4008.871582
	Iteration 6Q: 3 clusters Score -376361.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -376404.781250 Penalty: 4008.871582
	Iteration 7Q: 3 clusters Score -376404.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -376437.281250 Penalty: 4008.871582
	Iteration 8Q: 3 clusters Score -376437.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -376457.437500 Penalty: 4008.871582
	Iteration 9Q: 3 clusters Score -376457.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -376474.500000 Penalty: 4008.871582
	Iteration 10Q: 3 clusters Score -376474.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -376489.125000 Penalty: 4008.871582
	Iteration 11Q: 3 clusters Score -376489.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -376503.312500 Penalty: 4008.871582
	Iteration 12Q: 3 clusters Score -376503.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -376523.250000 Penalty: 4008.871582
	Iteration 13Q: 3 clusters Score -376523.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -376552.843750 Penalty: 4008.871582
	Iteration 14Q: 3 clusters Score -376552.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -376572.625000 Penalty: 4008.871582
	Iteration 15Q: 3 clusters Score -376572.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -376596.312500 Penalty: 4008.871582
	Iteration 16Q: 3 clusters Score -376596.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -376618.125000 Penalty: 4008.871582
	Iteration 17Q: 3 clusters Score -376618.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -376651.718750 Penalty: 4008.871582
	Iteration 18Q: 3 clusters Score -376651.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -376684.750000 Penalty: 4008.871582
	Iteration 19Q: 3 clusters Score -376684.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -376743.093750 Penalty: 4008.871582
	Iteration 20F: 3 clusters Score -376743.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -376842.437500 Penalty: 4008.871582
	Iteration 21Q: 3 clusters Score -376842.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -376949.125000 Penalty: 4008.871582
	Iteration 22Q: 3 clusters Score -376949.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -377068.437500 Penalty: 4008.871582
	Iteration 23Q: 3 clusters Score -377068.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -377185.625000 Penalty: 4008.871582
	Iteration 24Q: 3 clusters Score -377185.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -377271.031250 Penalty: 4008.871582
	Iteration 25Q: 3 clusters Score -377271 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -377342.000000 Penalty: 4008.871582
	Iteration 26Q: 3 clusters Score -377342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -377405.281250 Penalty: 4008.871582
	Iteration 27Q: 3 clusters Score -377405.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -377481.781250 Penalty: 4008.871582
	Iteration 28Q: 3 clusters Score -377481.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -377552.312500 Penalty: 4008.871582
	Iteration 29Q: 3 clusters Score -377552.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -377611.156250 Penalty: 4008.871582
	Iteration 30Q: 3 clusters Score -377611.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -377667.187500 Penalty: 4008.871582
	Iteration 31Q: 3 clusters Score -377667.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -377718.812500 Penalty: 4008.871582
	Iteration 32Q: 3 clusters Score -377718.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -377774.031250 Penalty: 4008.871582
	Iteration 33Q: 3 clusters Score -377774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -377832.281250 Penalty: 4008.871582
	Iteration 34Q: 3 clusters Score -377832.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -377892.375000 Penalty: 4008.871582
	Iteration 35Q: 3 clusters Score -377892.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -377946.687500 Penalty: 4008.871582
	Iteration 36Q: 3 clusters Score -377946.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -377990.875000 Penalty: 4008.871582
	Iteration 37Q: 3 clusters Score -377990.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -378034.031250 Penalty: 4008.871582
	Iteration 38Q: 3 clusters Score -378034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -378075.437500 Penalty: 4008.871582
	Iteration 39Q: 3 clusters Score -378075.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -378132.093750 Penalty: 4008.871582
	Iteration 40F: 3 clusters Score -378132.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -378158.781250 Penalty: 4008.871582
	Iteration 41Q: 3 clusters Score -378158.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -378172.656250 Penalty: 4008.871582
	Iteration 42Q: 3 clusters Score -378172.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -378174.875000 Penalty: 4008.871582
	Iteration 43Q: 3 clusters Score -378174.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -378174.875000 Penalty: 4008.871582
	Iteration 44F: 3 clusters Score -378174.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -48775.851562 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -48775.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47627.050781 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -47627.05 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48101.898438 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -48101.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -48249.816406 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -48249.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -48300.566406 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -48300.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -48323.652344 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -48323.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -48329.578125 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -48329.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -48349.273438 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -48349.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -48387.519531 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -48387.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -48398.835938 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -48398.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -48409.585938 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -48409.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -48424.984375 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -48424.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -48461.214844 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -48461.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -48485.179688 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -48485.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -48487.515625 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -48487.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -48487.515625 Penalty: 2993.598877
	Iteration 14F: 3 clusters Score -48487.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1533711.125000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1533711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1524881.625000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1524882 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1527543.750000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1527544 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1527810.000000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1527810 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1527990.875000 Penalty: 4651.012207
	Iteration 3Q: 3 clusters Score -1527991 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1528117.750000 Penalty: 4651.012207
	Iteration 4Q: 3 clusters Score -1528118 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1528201.375000 Penalty: 4651.012207
	Iteration 5Q: 3 clusters Score -1528201 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1528279.125000 Penalty: 4651.012207
	Iteration 6Q: 3 clusters Score -1528279 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1528345.750000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1528346 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1528405.375000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1528405 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1528458.875000 Penalty: 4651.012207
	Iteration 9Q: 3 clusters Score -1528459 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1528502.000000 Penalty: 4651.012207
	Iteration 10Q: 3 clusters Score -1528502 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1528558.625000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1528559 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1528627.500000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1528628 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1528725.875000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1528726 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1528848.000000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1528848 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1529010.250000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1529010 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1529217.500000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1529218 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1529470.125000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1529470 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1529809.000000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1529809 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1530181.125000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1530181 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1530543.625000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1530544 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1530854.625000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1530855 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1531105.875000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1531106 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1531284.000000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1531284 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1531393.875000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1531394 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1531490.125000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1531490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1531548.000000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1531548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1531580.500000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1531580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1531596.250000 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -1531596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1531600.125000 Penalty: 4651.012207
	Iteration 29Q: 3 clusters Score -1531600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1531608.000000 Penalty: 4651.012207
	Iteration 30Q: 3 clusters Score -1531608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1531619.125000 Penalty: 4651.012207
	Iteration 31Q: 3 clusters Score -1531619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1531631.375000 Penalty: 4651.012207
	Iteration 32Q: 3 clusters Score -1531631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1531634.875000 Penalty: 4651.012207
	Iteration 33Q: 3 clusters Score -1531635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1531638.875000 Penalty: 4651.012207
	Iteration 34Q: 3 clusters Score -1531639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1531642.250000 Penalty: 4651.012207
	Iteration 35Q: 3 clusters Score -1531642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1531644.875000 Penalty: 4651.012207
	Iteration 36Q: 3 clusters Score -1531645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1531650.125000 Penalty: 4651.012207
	Iteration 37Q: 3 clusters Score -1531650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1531650.125000 Penalty: 4651.012207
	Iteration 38F: 3 clusters Score -1531650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -711658.812500 Penalty: 2150.691650
	Iteration 0F: 2 clusters Score -711658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -706537.812500 Penalty: 4301.383301
	Iteration 0F: 3 clusters Score -706537.8 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -707933.937500 Penalty: 4301.383301
	Iteration 1F: 3 clusters Score -707933.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -708224.812500 Penalty: 4301.383301
	Iteration 2F: 3 clusters Score -708224.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -708416.875000 Penalty: 4301.383301
	Iteration 3F: 3 clusters Score -708416.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -708559.625000 Penalty: 4301.383301
	Iteration 4Q: 3 clusters Score -708559.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -708678.750000 Penalty: 4301.383301
	Iteration 5Q: 3 clusters Score -708678.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -708770.375000 Penalty: 4301.383301
	Iteration 6Q: 3 clusters Score -708770.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -708828.625000 Penalty: 4301.383301
	Iteration 7Q: 3 clusters Score -708828.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -708873.625000 Penalty: 4301.383301
	Iteration 8Q: 3 clusters Score -708873.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -708913.687500 Penalty: 4301.383301
	Iteration 9Q: 3 clusters Score -708913.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -708957.937500 Penalty: 4301.383301
	Iteration 10Q: 3 clusters Score -708957.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -709008.500000 Penalty: 4301.383301
	Iteration 11Q: 3 clusters Score -709008.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -709056.750000 Penalty: 4301.383301
	Iteration 12Q: 3 clusters Score -709056.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -709094.875000 Penalty: 4301.383301
	Iteration 13Q: 3 clusters Score -709094.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -709118.625000 Penalty: 4301.383301
	Iteration 14Q: 3 clusters Score -709118.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -709140.375000 Penalty: 4301.383301
	Iteration 15Q: 3 clusters Score -709140.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -709160.750000 Penalty: 4301.383301
	Iteration 16Q: 3 clusters Score -709160.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -709177.625000 Penalty: 4301.383301
	Iteration 17Q: 3 clusters Score -709177.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -709191.125000 Penalty: 4301.383301
	Iteration 18Q: 3 clusters Score -709191.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -709206.875000 Penalty: 4301.383301
	Iteration 19Q: 3 clusters Score -709206.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -709220.812500 Penalty: 4301.383301
	Iteration 20F: 3 clusters Score -709220.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -709235.562500 Penalty: 4301.383301
	Iteration 21Q: 3 clusters Score -709235.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -709247.625000 Penalty: 4301.383301
	Iteration 22Q: 3 clusters Score -709247.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -709259.750000 Penalty: 4301.383301
	Iteration 23Q: 3 clusters Score -709259.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -709272.250000 Penalty: 4301.383301
	Iteration 24Q: 3 clusters Score -709272.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -709287.625000 Penalty: 4301.383301
	Iteration 25Q: 3 clusters Score -709287.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -709307.750000 Penalty: 4301.383301
	Iteration 26Q: 3 clusters Score -709307.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -709328.750000 Penalty: 4301.383301
	Iteration 27Q: 3 clusters Score -709328.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -709347.875000 Penalty: 4301.383301
	Iteration 28Q: 3 clusters Score -709347.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -709363.750000 Penalty: 4301.383301
	Iteration 29Q: 3 clusters Score -709363.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -709377.687500 Penalty: 4301.383301
	Iteration 30Q: 3 clusters Score -709377.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -709398.937500 Penalty: 4301.383301
	Iteration 31Q: 3 clusters Score -709398.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -709416.437500 Penalty: 4301.383301
	Iteration 32Q: 3 clusters Score -709416.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -709425.687500 Penalty: 4301.383301
	Iteration 33Q: 3 clusters Score -709425.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -709432.750000 Penalty: 4301.383301
	Iteration 34Q: 3 clusters Score -709432.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -709436.250000 Penalty: 4301.383301
	Iteration 35Q: 3 clusters Score -709436.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -709442.750000 Penalty: 4301.383301
	Iteration 36Q: 3 clusters Score -709442.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -709449.937500 Penalty: 4301.383301
	Iteration 37Q: 3 clusters Score -709449.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -709456.000000 Penalty: 4301.383301
	Iteration 38Q: 3 clusters Score -709456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -709466.375000 Penalty: 4301.383301
	Iteration 39Q: 3 clusters Score -709466.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -709474.750000 Penalty: 4301.383301
	Iteration 40F: 3 clusters Score -709474.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -709484.937500 Penalty: 4301.383301
	Iteration 41Q: 3 clusters Score -709484.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -709494.562500 Penalty: 4301.383301
	Iteration 42Q: 3 clusters Score -709494.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -709507.687500 Penalty: 4301.383301
	Iteration 43Q: 3 clusters Score -709507.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -709523.937500 Penalty: 4301.383301
	Iteration 44Q: 3 clusters Score -709523.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -709532.000000 Penalty: 4301.383301
	Iteration 45Q: 3 clusters Score -709532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -709539.625000 Penalty: 4301.383301
	Iteration 46Q: 3 clusters Score -709539.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -709547.812500 Penalty: 4301.383301
	Iteration 47Q: 3 clusters Score -709547.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -709555.125000 Penalty: 4301.383301
	Iteration 48Q: 3 clusters Score -709555.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -709564.000000 Penalty: 4301.383301
	Iteration 49Q: 3 clusters Score -709564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -709575.125000 Penalty: 4301.383301
	Iteration 50Q: 3 clusters Score -709575.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -709586.250000 Penalty: 4301.383301
	Iteration 51Q: 3 clusters Score -709586.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -709597.937500 Penalty: 4301.383301
	Iteration 52Q: 3 clusters Score -709597.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -709607.062500 Penalty: 4301.383301
	Iteration 53Q: 3 clusters Score -709607.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -709620.250000 Penalty: 4301.383301
	Iteration 54Q: 3 clusters Score -709620.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -709630.125000 Penalty: 4301.383301
	Iteration 55Q: 3 clusters Score -709630.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -709642.812500 Penalty: 4301.383301
	Iteration 56Q: 3 clusters Score -709642.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -709654.187500 Penalty: 4301.383301
	Iteration 57Q: 3 clusters Score -709654.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -709666.187500 Penalty: 4301.383301
	Iteration 58Q: 3 clusters Score -709666.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -709676.062500 Penalty: 4301.383301
	Iteration 59Q: 3 clusters Score -709676.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -709684.875000 Penalty: 4301.383301
	Iteration 60F: 3 clusters Score -709684.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -709697.687500 Penalty: 4301.383301
	Iteration 61Q: 3 clusters Score -709697.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -709707.437500 Penalty: 4301.383301
	Iteration 62Q: 3 clusters Score -709707.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -709712.625000 Penalty: 4301.383301
	Iteration 63Q: 3 clusters Score -709712.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -709720.375000 Penalty: 4301.383301
	Iteration 64Q: 3 clusters Score -709720.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -709728.562500 Penalty: 4301.383301
	Iteration 65Q: 3 clusters Score -709728.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -709735.312500 Penalty: 4301.383301
	Iteration 66Q: 3 clusters Score -709735.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -709742.750000 Penalty: 4301.383301
	Iteration 67Q: 3 clusters Score -709742.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -709750.125000 Penalty: 4301.383301
	Iteration 68Q: 3 clusters Score -709750.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -709763.625000 Penalty: 4301.383301
	Iteration 69Q: 3 clusters Score -709763.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -709770.437500 Penalty: 4301.383301
	Iteration 70Q: 3 clusters Score -709770.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -709781.250000 Penalty: 4301.383301
	Iteration 71Q: 3 clusters Score -709781.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -709790.062500 Penalty: 4301.383301
	Iteration 72Q: 3 clusters Score -709790.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -709796.375000 Penalty: 4301.383301
	Iteration 73Q: 3 clusters Score -709796.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -709806.187500 Penalty: 4301.383301
	Iteration 74Q: 3 clusters Score -709806.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -709812.250000 Penalty: 4301.383301
	Iteration 75Q: 3 clusters Score -709812.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -709815.562500 Penalty: 4301.383301
	Iteration 76Q: 3 clusters Score -709815.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -709819.500000 Penalty: 4301.383301
	Iteration 77Q: 3 clusters Score -709819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -709820.937500 Penalty: 4301.383301
	Iteration 78Q: 3 clusters Score -709820.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -709822.375000 Penalty: 4301.383301
	Iteration 79Q: 3 clusters Score -709822.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -709823.562500 Penalty: 4301.383301
	Iteration 80F: 3 clusters Score -709823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -709824.187500 Penalty: 4301.383301
	Iteration 81Q: 3 clusters Score -709824.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -709827.250000 Penalty: 4301.383301
	Iteration 82Q: 3 clusters Score -709827.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -709826.125000 Penalty: 4301.383301
	Iteration 83Q: 3 clusters Score -709826.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -709829.000000 Penalty: 4301.383301
	Iteration 84Q: 3 clusters Score -709829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -709828.875000 Penalty: 4301.383301
	Iteration 85Q: 3 clusters Score -709828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -709832.250000 Penalty: 4301.383301
	Iteration 86Q: 3 clusters Score -709832.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -709833.250000 Penalty: 4301.383301
	Iteration 87Q: 3 clusters Score -709833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -709834.187500 Penalty: 4301.383301
	Iteration 88Q: 3 clusters Score -709834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -709833.937500 Penalty: 4301.383301
	Iteration 89Q: 3 clusters Score -709833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -709835.250000 Penalty: 4301.383301
	Iteration 90Q: 3 clusters Score -709835.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -709835.250000 Penalty: 4301.383301
	Iteration 91F: 3 clusters Score -709835.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -317040.937500 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -317040.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -313975.906250 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -313975.9 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -314546.281250 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -314546.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -314694.156250 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -314694.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -314807.906250 Penalty: 3917.059082
	Iteration 3F: 3 clusters Score -314807.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -314923.656250 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -314923.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -315050.531250 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -315050.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -315186.500000 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -315186.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -315355.375000 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -315355.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -315568.000000 Penalty: 3917.059082
	Iteration 8F: 3 clusters Score -315568 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -315773.593750 Penalty: 3917.059082
	Iteration 9F: 3 clusters Score -315773.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -315958.375000 Penalty: 3917.059082
	Iteration 10F: 3 clusters Score -315958.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -316096.531250 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -316096.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -316172.562500 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -316172.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -316223.687500 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -316223.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -316253.687500 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -316253.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -316280.093750 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -316280.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -316299.875000 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -316299.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -316314.375000 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -316314.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -316326.625000 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -316326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -316330.687500 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -316330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -316331.156250 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -316331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -316333.500000 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -316333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -316334.843750 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -316334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -316335.156250 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -316335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -316335.687500 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -316335.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -316335.687500 Penalty: 3917.059082
	Iteration 25F: 3 clusters Score -316335.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -264906.000000 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -264906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -262169.968750 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -262170 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -262685.125000 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -262685.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -262828.531250 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -262828.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -262908.250000 Penalty: 3822.926025
	Iteration 3Q: 3 clusters Score -262908.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -262960.031250 Penalty: 3822.926025
	Iteration 4Q: 3 clusters Score -262960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -263007.750000 Penalty: 3822.926025
	Iteration 5Q: 3 clusters Score -263007.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -263059.843750 Penalty: 3822.926025
	Iteration 6Q: 3 clusters Score -263059.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -263119.781250 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -263119.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -263182.125000 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -263182.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -263238.250000 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -263238.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -263284.500000 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -263284.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -263324.937500 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -263324.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -263369.000000 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -263369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -263402.125000 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -263402.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -263448.875000 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -263448.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -263499.062500 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -263499.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -263548.437500 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -263548.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -263591.125000 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -263591.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -263627.031250 Penalty: 3822.926025
	Iteration 18Q: 3 clusters Score -263627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -263659.843750 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -263659.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -263688.437500 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -263688.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -263712.593750 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -263712.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -263727.656250 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -263727.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -263732.656250 Penalty: 3822.926025
	Iteration 23Q: 3 clusters Score -263732.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -263739.562500 Penalty: 3822.926025
	Iteration 24Q: 3 clusters Score -263739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -263744.843750 Penalty: 3822.926025
	Iteration 25Q: 3 clusters Score -263744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -263749.093750 Penalty: 3822.926025
	Iteration 26Q: 3 clusters Score -263749.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -263752.781250 Penalty: 3822.926025
	Iteration 27Q: 3 clusters Score -263752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -263754.187500 Penalty: 3822.926025
	Iteration 28Q: 3 clusters Score -263754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -263755.937500 Penalty: 3822.926025
	Iteration 29Q: 3 clusters Score -263755.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -263758.000000 Penalty: 3822.926025
	Iteration 30Q: 3 clusters Score -263758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -263758.656250 Penalty: 3822.926025
	Iteration 31Q: 3 clusters Score -263758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -263760.125000 Penalty: 3822.926025
	Iteration 32Q: 3 clusters Score -263760.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -263760.125000 Penalty: 3822.926025
	Iteration 33F: 3 clusters Score -263760.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Entering Unmasked Estep 
Score: -2191345.000000 Penalty: 2428.373535
	Iteration 0F: 2 clusters Score -2191345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2178535.750000 Penalty: 4856.747070
	Iteration 0F: 3 clusters Score -2178536 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2182802.250000 Penalty: 4856.747070
	Iteration 1F: 3 clusters Score -2182802 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2183259.000000 Penalty: 4856.747070
	Iteration 2F: 3 clusters Score -2183259 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2183645.500000 Penalty: 4856.747070
	Iteration 3Q: 3 clusters Score -2183646 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2184054.250000 Penalty: 4856.747070
	Iteration 4Q: 3 clusters Score -2184054 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2184472.500000 Penalty: 4856.747070
	Iteration 5Q: 3 clusters Score -2184472 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2184944.000000 Penalty: 4856.747070
	Iteration 6Q: 3 clusters Score -2184944 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2185498.750000 Penalty: 4856.747070
	Iteration 7Q: 3 clusters Score -2185499 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2186144.750000 Penalty: 4856.747070
	Iteration 8F: 3 clusters Score -2186145 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2186845.500000 Penalty: 4856.747070
	Iteration 9Q: 3 clusters Score -2186846 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2187546.750000 Penalty: 4856.747070
	Iteration 10Q: 3 clusters Score -2187547 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2188126.000000 Penalty: 4856.747070
	Iteration 11Q: 3 clusters Score -2188126 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2188536.750000 Penalty: 4856.747070
	Iteration 12Q: 3 clusters Score -2188537 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2188811.500000 Penalty: 4856.747070
	Iteration 13Q: 3 clusters Score -2188812 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2188988.500000 Penalty: 4856.747070
	Iteration 14Q: 3 clusters Score -2188988 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2189088.250000 Penalty: 4856.747070
	Iteration 15Q: 3 clusters Score -2189088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2189155.000000 Penalty: 4856.747070
	Iteration 16Q: 3 clusters Score -2189155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2189206.250000 Penalty: 4856.747070
	Iteration 17Q: 3 clusters Score -2189206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2189241.250000 Penalty: 4856.747070
	Iteration 18Q: 3 clusters Score -2189241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2189273.750000 Penalty: 4856.747070
	Iteration 19Q: 3 clusters Score -2189274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2189289.500000 Penalty: 4856.747070
	Iteration 20F: 3 clusters Score -2189290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2189316.250000 Penalty: 4856.747070
	Iteration 21Q: 3 clusters Score -2189316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2189333.500000 Penalty: 4856.747070
	Iteration 22Q: 3 clusters Score -2189334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2189336.750000 Penalty: 4856.747070
	Iteration 23Q: 3 clusters Score -2189337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2189343.500000 Penalty: 4856.747070
	Iteration 24Q: 3 clusters Score -2189344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2189345.500000 Penalty: 4856.747070
	Iteration 25Q: 3 clusters Score -2189346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2189351.250000 Penalty: 4856.747070
	Iteration 26Q: 3 clusters Score -2189351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2189356.500000 Penalty: 4856.747070
	Iteration 27Q: 3 clusters Score -2189356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2189360.250000 Penalty: 4856.747070
	Iteration 28Q: 3 clusters Score -2189360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2189363.250000 Penalty: 4856.747070
	Iteration 29Q: 3 clusters Score -2189363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2189364.000000 Penalty: 4856.747070
	Iteration 30Q: 3 clusters Score -2189364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2189364.000000 Penalty: 4856.747070
	Iteration 31F: 3 clusters Score -2189364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -686948.875000 Penalty: 2143.318848
	Iteration 0F: 2 clusters Score -686948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -682023.812500 Penalty: 4286.637695
	Iteration 0F: 3 clusters Score -682023.8 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -683307.312500 Penalty: 4286.637695
	Iteration 1F: 3 clusters Score -683307.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -683597.875000 Penalty: 4286.637695
	Iteration 2F: 3 clusters Score -683597.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -683803.375000 Penalty: 4286.637695
	Iteration 3F: 3 clusters Score -683803.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -683958.562500 Penalty: 4286.637695
	Iteration 4Q: 3 clusters Score -683958.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -684069.500000 Penalty: 4286.637695
	Iteration 5Q: 3 clusters Score -684069.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -684165.750000 Penalty: 4286.637695
	Iteration 6Q: 3 clusters Score -684165.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -684265.312500 Penalty: 4286.637695
	Iteration 7Q: 3 clusters Score -684265.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -684362.875000 Penalty: 4286.637695
	Iteration 8Q: 3 clusters Score -684362.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -684461.187500 Penalty: 4286.637695
	Iteration 9Q: 3 clusters Score -684461.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -684565.375000 Penalty: 4286.637695
	Iteration 10Q: 3 clusters Score -684565.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -684670.187500 Penalty: 4286.637695
	Iteration 11Q: 3 clusters Score -684670.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -684780.937500 Penalty: 4286.637695
	Iteration 12Q: 3 clusters Score -684780.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -684894.875000 Penalty: 4286.637695
	Iteration 13Q: 3 clusters Score -684894.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -684981.125000 Penalty: 4286.637695
	Iteration 14Q: 3 clusters Score -684981.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -685050.437500 Penalty: 4286.637695
	Iteration 15Q: 3 clusters Score -685050.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -685110.812500 Penalty: 4286.637695
	Iteration 16Q: 3 clusters Score -685110.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -685161.062500 Penalty: 4286.637695
	Iteration 17Q: 3 clusters Score -685161.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -685195.250000 Penalty: 4286.637695
	Iteration 18Q: 3 clusters Score -685195.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -685231.562500 Penalty: 4286.637695
	Iteration 19Q: 3 clusters Score -685231.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -685276.875000 Penalty: 4286.637695
	Iteration 20F: 3 clusters Score -685276.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -685322.250000 Penalty: 4286.637695
	Iteration 21Q: 3 clusters Score -685322.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -685363.312500 Penalty: 4286.637695
	Iteration 22Q: 3 clusters Score -685363.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -685436.687500 Penalty: 4286.637695
	Iteration 23Q: 3 clusters Score -685436.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -685552.812500 Penalty: 4286.637695
	Iteration 24Q: 3 clusters Score -685552.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -685711.062500 Penalty: 4286.637695
	Iteration 25Q: 3 clusters Score -685711.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -685853.562500 Penalty: 4286.637695
	Iteration 26Q: 3 clusters Score -685853.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -685957.500000 Penalty: 4286.637695
	Iteration 27Q: 3 clusters Score -685957.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -686036.375000 Penalty: 4286.637695
	Iteration 28Q: 3 clusters Score -686036.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -686094.437500 Penalty: 4286.637695
	Iteration 29Q: 3 clusters Score -686094.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -686112.000000 Penalty: 4286.637695
	Iteration 30Q: 3 clusters Score -686112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -686122.375000 Penalty: 4286.637695
	Iteration 31Q: 3 clusters Score -686122.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -686126.437500 Penalty: 4286.637695
	Iteration 32Q: 3 clusters Score -686126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -686128.125000 Penalty: 4286.637695
	Iteration 33Q: 3 clusters Score -686128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -686129.562500 Penalty: 4286.637695
	Iteration 34Q: 3 clusters Score -686129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -686129.625000 Penalty: 4286.637695
	Iteration 35Q: 3 clusters Score -686129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -686130.625000 Penalty: 4286.637695
	Iteration 36Q: 3 clusters Score -686130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -686132.750000 Penalty: 4286.637695
	Iteration 37Q: 3 clusters Score -686132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -686133.812500 Penalty: 4286.637695
	Iteration 38Q: 3 clusters Score -686133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -686133.000000 Penalty: 4286.637695
	Iteration 39Q: 3 clusters Score -686133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -686132.687500 Penalty: 4286.637695
	Iteration 40F: 3 clusters Score -686132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -686133.062500 Penalty: 4286.637695
	Iteration 41Q: 3 clusters Score -686133.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -686135.125000 Penalty: 4286.637695
	Iteration 42Q: 3 clusters Score -686135.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -686135.687500 Penalty: 4286.637695
	Iteration 43Q: 3 clusters Score -686135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -686137.312500 Penalty: 4286.637695
	Iteration 44Q: 3 clusters Score -686137.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -686138.937500 Penalty: 4286.637695
	Iteration 45Q: 3 clusters Score -686138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -686140.125000 Penalty: 4286.637695
	Iteration 46Q: 3 clusters Score -686140.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -686140.125000 Penalty: 4286.637695
	Iteration 47F: 3 clusters Score -686140.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (69440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Entering Unmasked Estep 
Score: -7792004.000000 Penalty: 2764.758057
	Iteration 0F: 2 clusters Score -7792004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -7745481.000000 Penalty: 5529.516113
	Iteration 0F: 3 clusters Score -7745481 nChanged 32305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -7763838.000000 Penalty: 5529.516113
	Iteration 1F: 3 clusters Score -7763838 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -7764410.000000 Penalty: 5529.516113
	Iteration 2Q: 3 clusters Score -7764410 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -7764966.500000 Penalty: 5529.516113
	Iteration 3Q: 3 clusters Score -7764966 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -7765578.000000 Penalty: 5529.516113
	Iteration 4Q: 3 clusters Score -7765578 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -7766276.000000 Penalty: 5529.516113
	Iteration 5Q: 3 clusters Score -7766276 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -7767116.500000 Penalty: 5529.516113
	Iteration 6Q: 3 clusters Score -7767116 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -7768319.500000 Penalty: 5529.516113
	Iteration 7Q: 3 clusters Score -7768320 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -7770027.000000 Penalty: 5529.516113
	Iteration 8Q: 3 clusters Score -7770027 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -7772281.500000 Penalty: 5529.516113
	Iteration 9F: 3 clusters Score -7772282 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -7775178.000000 Penalty: 5529.516113
	Iteration 10F: 3 clusters Score -7775178 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -7778358.000000 Penalty: 5529.516113
	Iteration 11F: 3 clusters Score -7778358 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -7781262.500000 Penalty: 5529.516113
	Iteration 12F: 3 clusters Score -7781262 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -7783526.500000 Penalty: 5529.516113
	Iteration 13Q: 3 clusters Score -7783526 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -7785169.500000 Penalty: 5529.516113
	Iteration 14Q: 3 clusters Score -7785170 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -7786278.000000 Penalty: 5529.516113
	Iteration 15Q: 3 clusters Score -7786278 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -7787096.000000 Penalty: 5529.516113
	Iteration 16Q: 3 clusters Score -7787096 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -7787735.500000 Penalty: 5529.516113
	Iteration 17Q: 3 clusters Score -7787736 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -7788222.500000 Penalty: 5529.516113
	Iteration 18Q: 3 clusters Score -7788222 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7788602.000000 Penalty: 5529.516113
	Iteration 19Q: 3 clusters Score -7788602 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7788826.500000 Penalty: 5529.516113
	Iteration 20F: 3 clusters Score -7788826 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67397 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7789071.000000 Penalty: 5529.516113
	Iteration 21Q: 3 clusters Score -7789071 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7789225.500000 Penalty: 5529.516113
	Iteration 22Q: 3 clusters Score -7789226 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7789362.000000 Penalty: 5529.516113
	Iteration 23Q: 3 clusters Score -7789362 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7789488.500000 Penalty: 5529.516113
	Iteration 24Q: 3 clusters Score -7789488 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7789581.500000 Penalty: 5529.516113
	Iteration 25Q: 3 clusters Score -7789582 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68393 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7789640.500000 Penalty: 5529.516113
	Iteration 26Q: 3 clusters Score -7789640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7789692.000000 Penalty: 5529.516113
	Iteration 27Q: 3 clusters Score -7789692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7789717.500000 Penalty: 5529.516113
	Iteration 28Q: 3 clusters Score -7789718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7789741.000000 Penalty: 5529.516113
	Iteration 29Q: 3 clusters Score -7789741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7789785.500000 Penalty: 5529.516113
	Iteration 30Q: 3 clusters Score -7789786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7789809.500000 Penalty: 5529.516113
	Iteration 31Q: 3 clusters Score -7789810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7789824.000000 Penalty: 5529.516113
	Iteration 32Q: 3 clusters Score -7789824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7789837.500000 Penalty: 5529.516113
	Iteration 33Q: 3 clusters Score -7789838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68697 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7789856.000000 Penalty: 5529.516113
	Iteration 34Q: 3 clusters Score -7789856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7789870.000000 Penalty: 5529.516113
	Iteration 35Q: 3 clusters Score -7789870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7789883.500000 Penalty: 5529.516113
	Iteration 36Q: 3 clusters Score -7789884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7789894.000000 Penalty: 5529.516113
	Iteration 37Q: 3 clusters Score -7789894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7789906.000000 Penalty: 5529.516113
	Iteration 38Q: 3 clusters Score -7789906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7789915.500000 Penalty: 5529.516113
	Iteration 39Q: 3 clusters Score -7789916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7789908.000000 Penalty: 5529.516113
	Iteration 40F: 3 clusters Score -7789908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7789915.500000 Penalty: 5529.516113
	Iteration 41Q: 3 clusters Score -7789916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7789927.000000 Penalty: 5529.516113
	Iteration 42Q: 3 clusters Score -7789927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7789934.500000 Penalty: 5529.516113
	Iteration 43Q: 3 clusters Score -7789934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7789927.000000 Penalty: 5529.516113
	Iteration 44Q: 3 clusters Score -7789927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7789935.000000 Penalty: 5529.516113
	Iteration 45Q: 3 clusters Score -7789935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7789951.500000 Penalty: 5529.516113
	Iteration 46Q: 3 clusters Score -7789952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7789952.000000 Penalty: 5529.516113
	Iteration 47Q: 3 clusters Score -7789952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7789959.500000 Penalty: 5529.516113
	Iteration 48Q: 3 clusters Score -7789960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7789965.000000 Penalty: 5529.516113
	Iteration 49Q: 3 clusters Score -7789965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7789963.000000 Penalty: 5529.516113
	Iteration 50Q: 3 clusters Score -7789963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7789964.000000 Penalty: 5529.516113
	Iteration 51Q: 3 clusters Score -7789964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7789958.000000 Penalty: 5529.516113
	Iteration 52Q: 3 clusters Score -7789958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7789960.000000 Penalty: 5529.516113
	Iteration 53Q: 3 clusters Score -7789960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7789958.000000 Penalty: 5529.516113
	Iteration 54Q: 3 clusters Score -7789958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7789962.500000 Penalty: 5529.516113
	Iteration 55Q: 3 clusters Score -7789962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7789964.000000 Penalty: 5529.516113
	Iteration 56Q: 3 clusters Score -7789964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7789964.000000 Penalty: 5529.516113
	Iteration 57F: 3 clusters Score -7789964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -621044.562500 Penalty: 2154.276611
	Iteration 0F: 2 clusters Score -621044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -615993.250000 Penalty: 4308.553223
	Iteration 0F: 3 clusters Score -615993.2 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -617519.000000 Penalty: 4308.553223
	Iteration 1F: 3 clusters Score -617519 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -618027.125000 Penalty: 4308.553223
	Iteration 2F: 3 clusters Score -618027.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -618464.437500 Penalty: 4308.553223
	Iteration 3F: 3 clusters Score -618464.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -618890.000000 Penalty: 4308.553223
	Iteration 4F: 3 clusters Score -618890 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -619261.625000 Penalty: 4308.553223
	Iteration 5F: 3 clusters Score -619261.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -619579.187500 Penalty: 4308.553223
	Iteration 6F: 3 clusters Score -619579.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -619789.062500 Penalty: 4308.553223
	Iteration 7Q: 3 clusters Score -619789.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -619929.000000 Penalty: 4308.553223
	Iteration 8Q: 3 clusters Score -619929 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -620015.250000 Penalty: 4308.553223
	Iteration 9Q: 3 clusters Score -620015.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -620086.812500 Penalty: 4308.553223
	Iteration 10Q: 3 clusters Score -620086.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -620136.000000 Penalty: 4308.553223
	Iteration 11Q: 3 clusters Score -620136 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -620173.812500 Penalty: 4308.553223
	Iteration 12Q: 3 clusters Score -620173.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -620211.312500 Penalty: 4308.553223
	Iteration 13Q: 3 clusters Score -620211.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -620250.437500 Penalty: 4308.553223
	Iteration 14Q: 3 clusters Score -620250.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -620289.125000 Penalty: 4308.553223
	Iteration 15Q: 3 clusters Score -620289.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -620311.500000 Penalty: 4308.553223
	Iteration 16Q: 3 clusters Score -620311.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -620330.500000 Penalty: 4308.553223
	Iteration 17Q: 3 clusters Score -620330.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -620348.125000 Penalty: 4308.553223
	Iteration 18Q: 3 clusters Score -620348.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -620365.500000 Penalty: 4308.553223
	Iteration 19Q: 3 clusters Score -620365.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -620381.312500 Penalty: 4308.553223
	Iteration 20F: 3 clusters Score -620381.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -620400.187500 Penalty: 4308.553223
	Iteration 21Q: 3 clusters Score -620400.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -620411.250000 Penalty: 4308.553223
	Iteration 22Q: 3 clusters Score -620411.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -620422.000000 Penalty: 4308.553223
	Iteration 23Q: 3 clusters Score -620422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -620429.625000 Penalty: 4308.553223
	Iteration 24Q: 3 clusters Score -620429.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -620442.500000 Penalty: 4308.553223
	Iteration 25Q: 3 clusters Score -620442.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -620449.750000 Penalty: 4308.553223
	Iteration 26Q: 3 clusters Score -620449.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -620455.187500 Penalty: 4308.553223
	Iteration 27Q: 3 clusters Score -620455.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -620458.875000 Penalty: 4308.553223
	Iteration 28Q: 3 clusters Score -620458.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -620460.750000 Penalty: 4308.553223
	Iteration 29Q: 3 clusters Score -620460.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -620463.000000 Penalty: 4308.553223
	Iteration 30Q: 3 clusters Score -620463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -620465.125000 Penalty: 4308.553223
	Iteration 31Q: 3 clusters Score -620465.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -620467.187500 Penalty: 4308.553223
	Iteration 32Q: 3 clusters Score -620467.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -620470.312500 Penalty: 4308.553223
	Iteration 33Q: 3 clusters Score -620470.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -620471.812500 Penalty: 4308.553223
	Iteration 34Q: 3 clusters Score -620471.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -620473.562500 Penalty: 4308.553223
	Iteration 35Q: 3 clusters Score -620473.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -620476.062500 Penalty: 4308.553223
	Iteration 36Q: 3 clusters Score -620476.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -620475.500000 Penalty: 4308.553223
	Iteration 37Q: 3 clusters Score -620475.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -620478.687500 Penalty: 4308.553223
	Iteration 38Q: 3 clusters Score -620478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -620480.187500 Penalty: 4308.553223
	Iteration 39Q: 3 clusters Score -620480.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -620480.375000 Penalty: 4308.553223
	Iteration 40F: 3 clusters Score -620480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -620481.875000 Penalty: 4308.553223
	Iteration 41Q: 3 clusters Score -620481.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -620482.875000 Penalty: 4308.553223
	Iteration 42Q: 3 clusters Score -620482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -620483.687500 Penalty: 4308.553223
	Iteration 43Q: 3 clusters Score -620483.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -620484.750000 Penalty: 4308.553223
	Iteration 44Q: 3 clusters Score -620484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -620486.312500 Penalty: 4308.553223
	Iteration 45Q: 3 clusters Score -620486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -620488.625000 Penalty: 4308.553223
	Iteration 46Q: 3 clusters Score -620488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -620488.187500 Penalty: 4308.553223
	Iteration 47Q: 3 clusters Score -620488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -620487.000000 Penalty: 4308.553223
	Iteration 48Q: 3 clusters Score -620487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -620488.812500 Penalty: 4308.553223
	Iteration 49Q: 3 clusters Score -620488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -620489.875000 Penalty: 4308.553223
	Iteration 50Q: 3 clusters Score -620489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -620488.312500 Penalty: 4308.553223
	Iteration 51Q: 3 clusters Score -620488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -620489.500000 Penalty: 4308.553223
	Iteration 52Q: 3 clusters Score -620489.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -620489.500000 Penalty: 4308.553223
	Iteration 53F: 3 clusters Score -620489.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -60864.640625 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -60864.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59452.300781 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -59452.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59661.007812 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -59661.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59762.957031 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -59762.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59863.695312 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -59863.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60004.574219 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -60004.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60052.898438 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -60052.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60074.019531 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -60074.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60083.886719 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -60083.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60088.429688 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -60088.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60092.121094 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -60092.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60102.003906 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -60102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60111.675781 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -60111.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60113.777344 Penalty: 2986.427490
	Iteration 12Q: 3 clusters Score -60113.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60117.414062 Penalty: 2986.427490
	Iteration 13Q: 3 clusters Score -60117.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60119.332031 Penalty: 2986.427490
	Iteration 14Q: 3 clusters Score -60119.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60119.332031 Penalty: 2986.427490
	Iteration 15F: 3 clusters Score -60119.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (19393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Entering Unmasked Estep 
Score: -2448331.750000 Penalty: 2448.421387
	Iteration 0F: 2 clusters Score -2448332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2434635.250000 Penalty: 4896.842773
	Iteration 0F: 3 clusters Score -2434635 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2439276.250000 Penalty: 4896.842773
	Iteration 1F: 3 clusters Score -2439276 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2439649.000000 Penalty: 4896.842773
	Iteration 2F: 3 clusters Score -2439649 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2439981.000000 Penalty: 4896.842773
	Iteration 3Q: 3 clusters Score -2439981 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2440308.500000 Penalty: 4896.842773
	Iteration 4Q: 3 clusters Score -2440308 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2440659.000000 Penalty: 4896.842773
	Iteration 5Q: 3 clusters Score -2440659 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2441075.000000 Penalty: 4896.842773
	Iteration 6Q: 3 clusters Score -2441075 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2441538.250000 Penalty: 4896.842773
	Iteration 7Q: 3 clusters Score -2441538 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2442058.750000 Penalty: 4896.842773
	Iteration 8Q: 3 clusters Score -2442059 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2442654.750000 Penalty: 4896.842773
	Iteration 9Q: 3 clusters Score -2442655 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2443290.500000 Penalty: 4896.842773
	Iteration 10Q: 3 clusters Score -2443290 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2443975.500000 Penalty: 4896.842773
	Iteration 11Q: 3 clusters Score -2443976 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2444519.000000 Penalty: 4896.842773
	Iteration 12Q: 3 clusters Score -2444519 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2444985.750000 Penalty: 4896.842773
	Iteration 13Q: 3 clusters Score -2444986 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2445366.000000 Penalty: 4896.842773
	Iteration 14Q: 3 clusters Score -2445366 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2445616.750000 Penalty: 4896.842773
	Iteration 15Q: 3 clusters Score -2445617 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2445825.000000 Penalty: 4896.842773
	Iteration 16Q: 3 clusters Score -2445825 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2445949.500000 Penalty: 4896.842773
	Iteration 17Q: 3 clusters Score -2445950 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2446029.500000 Penalty: 4896.842773
	Iteration 18Q: 3 clusters Score -2446030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2446084.250000 Penalty: 4896.842773
	Iteration 19Q: 3 clusters Score -2446084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2446117.750000 Penalty: 4896.842773
	Iteration 20F: 3 clusters Score -2446118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2446139.250000 Penalty: 4896.842773
	Iteration 21Q: 3 clusters Score -2446139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2446153.750000 Penalty: 4896.842773
	Iteration 22Q: 3 clusters Score -2446154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2446155.750000 Penalty: 4896.842773
	Iteration 23Q: 3 clusters Score -2446156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2446158.000000 Penalty: 4896.842773
	Iteration 24Q: 3 clusters Score -2446158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2446169.500000 Penalty: 4896.842773
	Iteration 25Q: 3 clusters Score -2446170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2446173.500000 Penalty: 4896.842773
	Iteration 26Q: 3 clusters Score -2446174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2446180.500000 Penalty: 4896.842773
	Iteration 27Q: 3 clusters Score -2446180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2446183.250000 Penalty: 4896.842773
	Iteration 28Q: 3 clusters Score -2446183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2446184.250000 Penalty: 4896.842773
	Iteration 29Q: 3 clusters Score -2446184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2446185.250000 Penalty: 4896.842773
	Iteration 30Q: 3 clusters Score -2446185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2446185.250000 Penalty: 4896.842773
	Iteration 31F: 3 clusters Score -2446185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -391336.593750 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -391336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -387970.968750 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -387971 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -388622.625000 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -388622.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -388774.906250 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -388774.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -388862.062500 Penalty: 3993.307129
	Iteration 3Q: 3 clusters Score -388862.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -388922.125000 Penalty: 3993.307129
	Iteration 4Q: 3 clusters Score -388922.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -388967.562500 Penalty: 3993.307129
	Iteration 5Q: 3 clusters Score -388967.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -388996.281250 Penalty: 3993.307129
	Iteration 6Q: 3 clusters Score -388996.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -389022.312500 Penalty: 3993.307129
	Iteration 7Q: 3 clusters Score -389022.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -389046.843750 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -389046.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -389068.406250 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -389068.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -389089.218750 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -389089.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -389110.562500 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -389110.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -389135.875000 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -389135.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -389166.812500 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -389166.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -389186.906250 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -389186.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -389199.718750 Penalty: 3993.307129
	Iteration 15Q: 3 clusters Score -389199.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -389217.656250 Penalty: 3993.307129
	Iteration 16Q: 3 clusters Score -389217.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -389233.937500 Penalty: 3993.307129
	Iteration 17Q: 3 clusters Score -389233.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -389240.875000 Penalty: 3993.307129
	Iteration 18Q: 3 clusters Score -389240.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -389246.750000 Penalty: 3993.307129
	Iteration 19Q: 3 clusters Score -389246.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -389252.718750 Penalty: 3993.307129
	Iteration 20F: 3 clusters Score -389252.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -389259.437500 Penalty: 3993.307129
	Iteration 21Q: 3 clusters Score -389259.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -389267.656250 Penalty: 3993.307129
	Iteration 22Q: 3 clusters Score -389267.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -389274.156250 Penalty: 3993.307129
	Iteration 23Q: 3 clusters Score -389274.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -389278.375000 Penalty: 3993.307129
	Iteration 24Q: 3 clusters Score -389278.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -389282.000000 Penalty: 3993.307129
	Iteration 25Q: 3 clusters Score -389282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -389285.812500 Penalty: 3993.307129
	Iteration 26Q: 3 clusters Score -389285.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -389292.406250 Penalty: 3993.307129
	Iteration 27Q: 3 clusters Score -389292.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -389293.687500 Penalty: 3993.307129
	Iteration 28Q: 3 clusters Score -389293.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -389295.312500 Penalty: 3993.307129
	Iteration 29Q: 3 clusters Score -389295.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -389296.312500 Penalty: 3993.307129
	Iteration 30Q: 3 clusters Score -389296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -389296.750000 Penalty: 3993.307129
	Iteration 31Q: 3 clusters Score -389296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -389297.468750 Penalty: 3993.307129
	Iteration 32Q: 3 clusters Score -389297.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -389298.531250 Penalty: 3993.307129
	Iteration 33Q: 3 clusters Score -389298.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -389299.562500 Penalty: 3993.307129
	Iteration 34Q: 3 clusters Score -389299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -389299.812500 Penalty: 3993.307129
	Iteration 35Q: 3 clusters Score -389299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -389300.281250 Penalty: 3993.307129
	Iteration 36Q: 3 clusters Score -389300.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -389301.312500 Penalty: 3993.307129
	Iteration 37Q: 3 clusters Score -389301.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -389301.312500 Penalty: 3993.307129
	Iteration 38F: 3 clusters Score -389301.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -500519.218750 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -500519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -496474.812500 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -496474.8 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -497407.968750 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -497408 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -497723.218750 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -497723.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -498011.718750 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -498011.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -498323.031250 Penalty: 4147.986328
	Iteration 4F: 3 clusters Score -498323 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -498698.343750 Penalty: 4147.986328
	Iteration 5F: 3 clusters Score -498698.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -499054.250000 Penalty: 4147.986328
	Iteration 6F: 3 clusters Score -499054.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -499356.187500 Penalty: 4147.986328
	Iteration 7F: 3 clusters Score -499356.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -499677.031250 Penalty: 4147.986328
	Iteration 8Q: 3 clusters Score -499677 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -499876.093750 Penalty: 4147.986328
	Iteration 9Q: 3 clusters Score -499876.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -499984.000000 Penalty: 4147.986328
	Iteration 10Q: 3 clusters Score -499984 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -500030.031250 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -500030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -500063.031250 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -500063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -500075.406250 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -500075.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -500082.875000 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -500082.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -500090.468750 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -500090.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -500096.437500 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -500096.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -500100.531250 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -500100.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -500103.218750 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -500103.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -500106.812500 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -500106.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -500108.218750 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -500108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -500110.375000 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -500110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -500111.750000 Penalty: 4147.986328
	Iteration 22Q: 3 clusters Score -500111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -500113.500000 Penalty: 4147.986328
	Iteration 23Q: 3 clusters Score -500113.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -500116.000000 Penalty: 4147.986328
	Iteration 24Q: 3 clusters Score -500116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -500117.031250 Penalty: 4147.986328
	Iteration 25Q: 3 clusters Score -500117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -500118.906250 Penalty: 4147.986328
	Iteration 26Q: 3 clusters Score -500118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -500121.312500 Penalty: 4147.986328
	Iteration 27Q: 3 clusters Score -500121.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -500122.406250 Penalty: 4147.986328
	Iteration 28Q: 3 clusters Score -500122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -500123.875000 Penalty: 4147.986328
	Iteration 29Q: 3 clusters Score -500123.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -500125.000000 Penalty: 4147.986328
	Iteration 30Q: 3 clusters Score -500125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -500125.531250 Penalty: 4147.986328
	Iteration 31Q: 3 clusters Score -500125.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -500125.750000 Penalty: 4147.986328
	Iteration 32Q: 3 clusters Score -500125.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -500125.750000 Penalty: 4147.986328
	Iteration 33F: 3 clusters Score -500125.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -32322.693359 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -32322.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31019.625000 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -31019.62 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -31302.087891 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -31302.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31475.638672 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -31475.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31612.816406 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -31612.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31680.664062 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -31680.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31819.121094 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -31819.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31901.677734 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -31901.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31960.980469 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -31960.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31973.003906 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -31973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31980.886719 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -31980.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31983.527344 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -31983.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31985.550781 Penalty: 3077.460693
	Iteration 11F: 3 clusters Score -31985.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32012.951172 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -32012.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32012.951172 Penalty: 3077.460693
	Iteration 13F: 3 clusters Score -32012.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -433885.875000 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -433885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -430126.125000 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -430126.1 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -430987.656250 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -430987.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -431223.250000 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -431223.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -431387.218750 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -431387.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -431539.843750 Penalty: 4076.785645
	Iteration 4Q: 3 clusters Score -431539.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -431698.687500 Penalty: 4076.785645
	Iteration 5Q: 3 clusters Score -431698.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -431844.750000 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -431844.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -431988.312500 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -431988.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -432124.843750 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -432124.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -432241.281250 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -432241.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -432358.281250 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -432358.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -432450.781250 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -432450.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -432514.593750 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -432514.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -432553.937500 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -432553.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -432577.812500 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -432577.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -432596.218750 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -432596.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -432610.250000 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -432610.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -432619.593750 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -432619.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -432624.750000 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -432624.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -432632.375000 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -432632.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -432635.437500 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -432635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -432637.218750 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -432637.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -432639.093750 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -432639.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -432639.906250 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -432639.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -432640.312500 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -432640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -432640.406250 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -432640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -432642.187500 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -432642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -432642.093750 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -432642.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -432643.312500 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -432643.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -432643.156250 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -432643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -432644.343750 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -432644.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -432644.343750 Penalty: 4076.785645
	Iteration 31F: 3 clusters Score -432644.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -1999647.875000 Penalty: 2411.967529
	Iteration 0F: 2 clusters Score -1999648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1987784.250000 Penalty: 4823.935059
	Iteration 0F: 3 clusters Score -1987784 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1992000.875000 Penalty: 4823.935059
	Iteration 1F: 3 clusters Score -1992001 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1992868.750000 Penalty: 4823.935059
	Iteration 2F: 3 clusters Score -1992869 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1993879.000000 Penalty: 4823.935059
	Iteration 3F: 3 clusters Score -1993879 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1994793.125000 Penalty: 4823.935059
	Iteration 4F: 3 clusters Score -1994793 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1995483.500000 Penalty: 4823.935059
	Iteration 5F: 3 clusters Score -1995484 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1995951.625000 Penalty: 4823.935059
	Iteration 6Q: 3 clusters Score -1995952 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1996195.750000 Penalty: 4823.935059
	Iteration 7Q: 3 clusters Score -1996196 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1996346.125000 Penalty: 4823.935059
	Iteration 8Q: 3 clusters Score -1996346 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1996433.625000 Penalty: 4823.935059
	Iteration 9Q: 3 clusters Score -1996434 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1996480.250000 Penalty: 4823.935059
	Iteration 10Q: 3 clusters Score -1996480 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1996520.500000 Penalty: 4823.935059
	Iteration 11Q: 3 clusters Score -1996520 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1996554.500000 Penalty: 4823.935059
	Iteration 12Q: 3 clusters Score -1996554 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1996573.500000 Penalty: 4823.935059
	Iteration 13Q: 3 clusters Score -1996574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1996608.375000 Penalty: 4823.935059
	Iteration 14Q: 3 clusters Score -1996608 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1996637.250000 Penalty: 4823.935059
	Iteration 15Q: 3 clusters Score -1996637 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1996669.125000 Penalty: 4823.935059
	Iteration 16Q: 3 clusters Score -1996669 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1996691.250000 Penalty: 4823.935059
	Iteration 17Q: 3 clusters Score -1996691 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1996725.250000 Penalty: 4823.935059
	Iteration 18Q: 3 clusters Score -1996725 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1996757.125000 Penalty: 4823.935059
	Iteration 19Q: 3 clusters Score -1996757 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1996798.250000 Penalty: 4823.935059
	Iteration 20F: 3 clusters Score -1996798 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1996844.125000 Penalty: 4823.935059
	Iteration 21Q: 3 clusters Score -1996844 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1996881.000000 Penalty: 4823.935059
	Iteration 22Q: 3 clusters Score -1996881 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1996917.625000 Penalty: 4823.935059
	Iteration 23Q: 3 clusters Score -1996918 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1996945.625000 Penalty: 4823.935059
	Iteration 24Q: 3 clusters Score -1996946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1996977.125000 Penalty: 4823.935059
	Iteration 25Q: 3 clusters Score -1996977 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1997017.875000 Penalty: 4823.935059
	Iteration 26Q: 3 clusters Score -1997018 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1997054.125000 Penalty: 4823.935059
	Iteration 27Q: 3 clusters Score -1997054 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1997080.625000 Penalty: 4823.935059
	Iteration 28Q: 3 clusters Score -1997081 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1997113.750000 Penalty: 4823.935059
	Iteration 29Q: 3 clusters Score -1997114 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1997139.625000 Penalty: 4823.935059
	Iteration 30Q: 3 clusters Score -1997140 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1997177.875000 Penalty: 4823.935059
	Iteration 31Q: 3 clusters Score -1997178 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1997205.500000 Penalty: 4823.935059
	Iteration 32Q: 3 clusters Score -1997206 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1997241.750000 Penalty: 4823.935059
	Iteration 33Q: 3 clusters Score -1997242 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1997256.500000 Penalty: 4823.935059
	Iteration 34Q: 3 clusters Score -1997256 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1997284.500000 Penalty: 4823.935059
	Iteration 35Q: 3 clusters Score -1997284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1997310.250000 Penalty: 4823.935059
	Iteration 36Q: 3 clusters Score -1997310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1997335.250000 Penalty: 4823.935059
	Iteration 37Q: 3 clusters Score -1997335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1997359.625000 Penalty: 4823.935059
	Iteration 38Q: 3 clusters Score -1997360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1997383.625000 Penalty: 4823.935059
	Iteration 39Q: 3 clusters Score -1997384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1997405.625000 Penalty: 4823.935059
	Iteration 40F: 3 clusters Score -1997406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1997421.375000 Penalty: 4823.935059
	Iteration 41Q: 3 clusters Score -1997421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1997440.375000 Penalty: 4823.935059
	Iteration 42Q: 3 clusters Score -1997440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1997455.375000 Penalty: 4823.935059
	Iteration 43Q: 3 clusters Score -1997455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1997474.375000 Penalty: 4823.935059
	Iteration 44Q: 3 clusters Score -1997474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1997488.375000 Penalty: 4823.935059
	Iteration 45Q: 3 clusters Score -1997488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1997499.500000 Penalty: 4823.935059
	Iteration 46Q: 3 clusters Score -1997500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1997506.000000 Penalty: 4823.935059
	Iteration 47Q: 3 clusters Score -1997506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1997516.750000 Penalty: 4823.935059
	Iteration 48Q: 3 clusters Score -1997517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1997522.750000 Penalty: 4823.935059
	Iteration 49Q: 3 clusters Score -1997523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1997528.750000 Penalty: 4823.935059
	Iteration 50Q: 3 clusters Score -1997529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1997533.750000 Penalty: 4823.935059
	Iteration 51Q: 3 clusters Score -1997534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1997543.875000 Penalty: 4823.935059
	Iteration 52Q: 3 clusters Score -1997544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1997551.125000 Penalty: 4823.935059
	Iteration 53Q: 3 clusters Score -1997551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1997555.125000 Penalty: 4823.935059
	Iteration 54Q: 3 clusters Score -1997555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1997566.625000 Penalty: 4823.935059
	Iteration 55Q: 3 clusters Score -1997567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1997573.125000 Penalty: 4823.935059
	Iteration 56Q: 3 clusters Score -1997573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1997574.625000 Penalty: 4823.935059
	Iteration 57Q: 3 clusters Score -1997575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1997577.750000 Penalty: 4823.935059
	Iteration 58Q: 3 clusters Score -1997578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1997587.750000 Penalty: 4823.935059
	Iteration 59Q: 3 clusters Score -1997588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1997592.750000 Penalty: 4823.935059
	Iteration 60F: 3 clusters Score -1997593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1997603.125000 Penalty: 4823.935059
	Iteration 61Q: 3 clusters Score -1997603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1997610.500000 Penalty: 4823.935059
	Iteration 62Q: 3 clusters Score -1997610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1997618.125000 Penalty: 4823.935059
	Iteration 63Q: 3 clusters Score -1997618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1997624.000000 Penalty: 4823.935059
	Iteration 64Q: 3 clusters Score -1997624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1997625.125000 Penalty: 4823.935059
	Iteration 65Q: 3 clusters Score -1997625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1997627.875000 Penalty: 4823.935059
	Iteration 66Q: 3 clusters Score -1997628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1997629.375000 Penalty: 4823.935059
	Iteration 67Q: 3 clusters Score -1997629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1997628.125000 Penalty: 4823.935059
	Iteration 68Q: 3 clusters Score -1997628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1997626.125000 Penalty: 4823.935059
	Iteration 69Q: 3 clusters Score -1997626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1997628.000000 Penalty: 4823.935059
	Iteration 70Q: 3 clusters Score -1997628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1997627.250000 Penalty: 4823.935059
	Iteration 71Q: 3 clusters Score -1997627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1997628.625000 Penalty: 4823.935059
	Iteration 72Q: 3 clusters Score -1997629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1997627.875000 Penalty: 4823.935059
	Iteration 73Q: 3 clusters Score -1997628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1997629.875000 Penalty: 4823.935059
	Iteration 74Q: 3 clusters Score -1997630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1997630.375000 Penalty: 4823.935059
	Iteration 75Q: 3 clusters Score -1997630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1997632.500000 Penalty: 4823.935059
	Iteration 76Q: 3 clusters Score -1997632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1997631.750000 Penalty: 4823.935059
	Iteration 77Q: 3 clusters Score -1997632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1997633.000000 Penalty: 4823.935059
	Iteration 78Q: 3 clusters Score -1997633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1997636.875000 Penalty: 4823.935059
	Iteration 79Q: 3 clusters Score -1997637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1997638.875000 Penalty: 4823.935059
	Iteration 80F: 3 clusters Score -1997639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1997643.125000 Penalty: 4823.935059
	Iteration 81Q: 3 clusters Score -1997643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1997645.875000 Penalty: 4823.935059
	Iteration 82Q: 3 clusters Score -1997646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1997643.625000 Penalty: 4823.935059
	Iteration 83Q: 3 clusters Score -1997644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1997639.125000 Penalty: 4823.935059
	Iteration 84Q: 3 clusters Score -1997639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1997642.250000 Penalty: 4823.935059
	Iteration 85Q: 3 clusters Score -1997642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1997643.625000 Penalty: 4823.935059
	Iteration 86Q: 3 clusters Score -1997644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1997650.375000 Penalty: 4823.935059
	Iteration 87Q: 3 clusters Score -1997650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1997646.500000 Penalty: 4823.935059
	Iteration 88Q: 3 clusters Score -1997646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1997644.875000 Penalty: 4823.935059
	Iteration 89Q: 3 clusters Score -1997645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1997647.750000 Penalty: 4823.935059
	Iteration 90Q: 3 clusters Score -1997648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1997652.250000 Penalty: 4823.935059
	Iteration 91Q: 3 clusters Score -1997652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1997653.250000 Penalty: 4823.935059
	Iteration 92Q: 3 clusters Score -1997653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1997653.750000 Penalty: 4823.935059
	Iteration 93Q: 3 clusters Score -1997654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1997653.750000 Penalty: 4823.935059
	Iteration 94F: 3 clusters Score -1997654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -369002.187500 Penalty: 1994.987793
	Iteration 0F: 2 clusters Score -369002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -365648.312500 Penalty: 3989.975586
	Iteration 0F: 3 clusters Score -365648.3 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -366342.687500 Penalty: 3989.975586
	Iteration 1F: 3 clusters Score -366342.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -366515.718750 Penalty: 3989.975586
	Iteration 2F: 3 clusters Score -366515.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -366614.968750 Penalty: 3989.975586
	Iteration 3Q: 3 clusters Score -366615 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -366679.531250 Penalty: 3989.975586
	Iteration 4Q: 3 clusters Score -366679.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -366761.750000 Penalty: 3989.975586
	Iteration 5Q: 3 clusters Score -366761.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -366816.656250 Penalty: 3989.975586
	Iteration 6Q: 3 clusters Score -366816.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -366856.343750 Penalty: 3989.975586
	Iteration 7Q: 3 clusters Score -366856.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -366886.593750 Penalty: 3989.975586
	Iteration 8Q: 3 clusters Score -366886.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -366910.531250 Penalty: 3989.975586
	Iteration 9Q: 3 clusters Score -366910.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -366923.000000 Penalty: 3989.975586
	Iteration 10Q: 3 clusters Score -366923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -366935.531250 Penalty: 3989.975586
	Iteration 11Q: 3 clusters Score -366935.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -366949.187500 Penalty: 3989.975586
	Iteration 12Q: 3 clusters Score -366949.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -366965.625000 Penalty: 3989.975586
	Iteration 13Q: 3 clusters Score -366965.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -366983.000000 Penalty: 3989.975586
	Iteration 14Q: 3 clusters Score -366983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -366996.937500 Penalty: 3989.975586
	Iteration 15Q: 3 clusters Score -366996.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -367014.531250 Penalty: 3989.975586
	Iteration 16Q: 3 clusters Score -367014.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -367033.406250 Penalty: 3989.975586
	Iteration 17Q: 3 clusters Score -367033.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -367049.625000 Penalty: 3989.975586
	Iteration 18Q: 3 clusters Score -367049.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -367060.500000 Penalty: 3989.975586
	Iteration 19Q: 3 clusters Score -367060.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -367071.031250 Penalty: 3989.975586
	Iteration 20F: 3 clusters Score -367071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -367079.906250 Penalty: 3989.975586
	Iteration 21Q: 3 clusters Score -367079.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -367090.937500 Penalty: 3989.975586
	Iteration 22Q: 3 clusters Score -367090.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -367105.781250 Penalty: 3989.975586
	Iteration 23Q: 3 clusters Score -367105.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -367128.656250 Penalty: 3989.975586
	Iteration 24Q: 3 clusters Score -367128.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -367147.625000 Penalty: 3989.975586
	Iteration 25Q: 3 clusters Score -367147.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -367157.062500 Penalty: 3989.975586
	Iteration 26Q: 3 clusters Score -367157.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -367166.187500 Penalty: 3989.975586
	Iteration 27Q: 3 clusters Score -367166.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -367174.531250 Penalty: 3989.975586
	Iteration 28Q: 3 clusters Score -367174.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -367184.406250 Penalty: 3989.975586
	Iteration 29Q: 3 clusters Score -367184.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -367195.187500 Penalty: 3989.975586
	Iteration 30Q: 3 clusters Score -367195.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -367210.562500 Penalty: 3989.975586
	Iteration 31Q: 3 clusters Score -367210.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -367224.187500 Penalty: 3989.975586
	Iteration 32Q: 3 clusters Score -367224.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -367237.750000 Penalty: 3989.975586
	Iteration 33Q: 3 clusters Score -367237.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -367248.156250 Penalty: 3989.975586
	Iteration 34Q: 3 clusters Score -367248.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -367255.625000 Penalty: 3989.975586
	Iteration 35Q: 3 clusters Score -367255.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -367262.750000 Penalty: 3989.975586
	Iteration 36Q: 3 clusters Score -367262.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -367270.500000 Penalty: 3989.975586
	Iteration 37Q: 3 clusters Score -367270.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -367277.406250 Penalty: 3989.975586
	Iteration 38Q: 3 clusters Score -367277.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -367282.656250 Penalty: 3989.975586
	Iteration 39Q: 3 clusters Score -367282.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -367287.843750 Penalty: 3989.975586
	Iteration 40F: 3 clusters Score -367287.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -367292.500000 Penalty: 3989.975586
	Iteration 41Q: 3 clusters Score -367292.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -367296.718750 Penalty: 3989.975586
	Iteration 42Q: 3 clusters Score -367296.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -367299.468750 Penalty: 3989.975586
	Iteration 43Q: 3 clusters Score -367299.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -367302.031250 Penalty: 3989.975586
	Iteration 44Q: 3 clusters Score -367302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -367303.593750 Penalty: 3989.975586
	Iteration 45Q: 3 clusters Score -367303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -367304.000000 Penalty: 3989.975586
	Iteration 46Q: 3 clusters Score -367304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -367305.250000 Penalty: 3989.975586
	Iteration 47Q: 3 clusters Score -367305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -367305.031250 Penalty: 3989.975586
	Iteration 48Q: 3 clusters Score -367305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -367306.187500 Penalty: 3989.975586
	Iteration 49Q: 3 clusters Score -367306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -367306.750000 Penalty: 3989.975586
	Iteration 50Q: 3 clusters Score -367306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -367306.750000 Penalty: 3989.975586
	Iteration 51F: 3 clusters Score -367306.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -75109.171875 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -75109.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73397.250000 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -73397.25 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73687.773438 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -73687.77 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -73807.367188 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -73807.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73850.882812 Penalty: 3257.766602
	Iteration 3Q: 3 clusters Score -73850.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -73878.703125 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -73878.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73901.914062 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -73901.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -73927.335938 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -73927.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -73949.148438 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -73949.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73977.531250 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -73977.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -74011.031250 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -74011.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -74055.851562 Penalty: 3257.766602
	Iteration 10Q: 3 clusters Score -74055.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -74087.742188 Penalty: 3257.766602
	Iteration 11Q: 3 clusters Score -74087.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -74127.023438 Penalty: 3257.766602
	Iteration 12Q: 3 clusters Score -74127.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -74168.179688 Penalty: 3257.766602
	Iteration 13Q: 3 clusters Score -74168.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -74210.140625 Penalty: 3257.766602
	Iteration 14Q: 3 clusters Score -74210.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -74248.210938 Penalty: 3257.766602
	Iteration 15Q: 3 clusters Score -74248.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74280.531250 Penalty: 3257.766602
	Iteration 16Q: 3 clusters Score -74280.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -74312.617188 Penalty: 3257.766602
	Iteration 17Q: 3 clusters Score -74312.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74342.734375 Penalty: 3257.766602
	Iteration 18Q: 3 clusters Score -74342.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74364.500000 Penalty: 3257.766602
	Iteration 19Q: 3 clusters Score -74364.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74402.007812 Penalty: 3257.766602
	Iteration 20F: 3 clusters Score -74402.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -74419.687500 Penalty: 3257.766602
	Iteration 21Q: 3 clusters Score -74419.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -74423.117188 Penalty: 3257.766602
	Iteration 22Q: 3 clusters Score -74423.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -74424.390625 Penalty: 3257.766602
	Iteration 23Q: 3 clusters Score -74424.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -74425.570312 Penalty: 3257.766602
	Iteration 24Q: 3 clusters Score -74425.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -74425.570312 Penalty: 3257.766602
	Iteration 25F: 3 clusters Score -74425.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -241321.000000 Penalty: 1829.529175
	Iteration 0F: 2 clusters Score -241321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -239011.000000 Penalty: 3659.058350
	Iteration 0F: 3 clusters Score -239011 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -239605.671875 Penalty: 3659.058350
	Iteration 1F: 3 clusters Score -239605.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -239826.968750 Penalty: 3659.058350
	Iteration 2F: 3 clusters Score -239827 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -240032.046875 Penalty: 3659.058350
	Iteration 3F: 3 clusters Score -240032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -240149.953125 Penalty: 3659.058350
	Iteration 4Q: 3 clusters Score -240150 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -240229.828125 Penalty: 3659.058350
	Iteration 5Q: 3 clusters Score -240229.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -240274.656250 Penalty: 3659.058350
	Iteration 6Q: 3 clusters Score -240274.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -240301.046875 Penalty: 3659.058350
	Iteration 7Q: 3 clusters Score -240301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -240315.531250 Penalty: 3659.058350
	Iteration 8Q: 3 clusters Score -240315.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -240325.187500 Penalty: 3659.058350
	Iteration 9Q: 3 clusters Score -240325.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -240329.671875 Penalty: 3659.058350
	Iteration 10Q: 3 clusters Score -240329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -240334.546875 Penalty: 3659.058350
	Iteration 11Q: 3 clusters Score -240334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -240339.312500 Penalty: 3659.058350
	Iteration 12Q: 3 clusters Score -240339.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -240343.796875 Penalty: 3659.058350
	Iteration 13Q: 3 clusters Score -240343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -240347.046875 Penalty: 3659.058350
	Iteration 14Q: 3 clusters Score -240347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -240350.953125 Penalty: 3659.058350
	Iteration 15Q: 3 clusters Score -240351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -240351.796875 Penalty: 3659.058350
	Iteration 16Q: 3 clusters Score -240351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -240352.812500 Penalty: 3659.058350
	Iteration 17Q: 3 clusters Score -240352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -240354.765625 Penalty: 3659.058350
	Iteration 18Q: 3 clusters Score -240354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -240359.500000 Penalty: 3659.058350
	Iteration 19Q: 3 clusters Score -240359.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -240363.343750 Penalty: 3659.058350
	Iteration 20F: 3 clusters Score -240363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -240364.609375 Penalty: 3659.058350
	Iteration 21Q: 3 clusters Score -240364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -240366.234375 Penalty: 3659.058350
	Iteration 22Q: 3 clusters Score -240366.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -240367.109375 Penalty: 3659.058350
	Iteration 23Q: 3 clusters Score -240367.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -240367.109375 Penalty: 3659.058350
	Iteration 24F: 3 clusters Score -240367.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -180523.937500 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -180523.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -178208.484375 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -178208.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -178594.562500 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -178594.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -178693.140625 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -178693.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -178742.062500 Penalty: 3629.337402
	Iteration 3Q: 3 clusters Score -178742.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -178766.765625 Penalty: 3629.337402
	Iteration 4Q: 3 clusters Score -178766.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -178783.656250 Penalty: 3629.337402
	Iteration 5Q: 3 clusters Score -178783.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -178798.765625 Penalty: 3629.337402
	Iteration 6Q: 3 clusters Score -178798.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -178812.578125 Penalty: 3629.337402
	Iteration 7Q: 3 clusters Score -178812.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -178829.359375 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -178829.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -178842.984375 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -178843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -178855.562500 Penalty: 3629.337402
	Iteration 10Q: 3 clusters Score -178855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -178861.953125 Penalty: 3629.337402
	Iteration 11Q: 3 clusters Score -178862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -178866.593750 Penalty: 3629.337402
	Iteration 12Q: 3 clusters Score -178866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -178868.046875 Penalty: 3629.337402
	Iteration 13Q: 3 clusters Score -178868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -178870.656250 Penalty: 3629.337402
	Iteration 14Q: 3 clusters Score -178870.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -178871.718750 Penalty: 3629.337402
	Iteration 15Q: 3 clusters Score -178871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -178872.500000 Penalty: 3629.337402
	Iteration 16Q: 3 clusters Score -178872.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -178873.218750 Penalty: 3629.337402
	Iteration 17Q: 3 clusters Score -178873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -178873.218750 Penalty: 3629.337402
	Iteration 18F: 3 clusters Score -178873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -259135.578125 Penalty: 1909.336182
	Iteration 0F: 2 clusters Score -259135.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -256406.125000 Penalty: 3818.672363
	Iteration 0F: 3 clusters Score -256406.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -256939.546875 Penalty: 3818.672363
	Iteration 1F: 3 clusters Score -256939.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -257072.140625 Penalty: 3818.672363
	Iteration 2F: 3 clusters Score -257072.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -257137.750000 Penalty: 3818.672363
	Iteration 3Q: 3 clusters Score -257137.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -257174.406250 Penalty: 3818.672363
	Iteration 4Q: 3 clusters Score -257174.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -257202.312500 Penalty: 3818.672363
	Iteration 5Q: 3 clusters Score -257202.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -257224.078125 Penalty: 3818.672363
	Iteration 6Q: 3 clusters Score -257224.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -257238.593750 Penalty: 3818.672363
	Iteration 7Q: 3 clusters Score -257238.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -257253.531250 Penalty: 3818.672363
	Iteration 8Q: 3 clusters Score -257253.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -257266.750000 Penalty: 3818.672363
	Iteration 9Q: 3 clusters Score -257266.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257273.671875 Penalty: 3818.672363
	Iteration 10Q: 3 clusters Score -257273.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -257278.250000 Penalty: 3818.672363
	Iteration 11Q: 3 clusters Score -257278.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -257282.843750 Penalty: 3818.672363
	Iteration 12Q: 3 clusters Score -257282.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -257286.187500 Penalty: 3818.672363
	Iteration 13Q: 3 clusters Score -257286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -257288.937500 Penalty: 3818.672363
	Iteration 14Q: 3 clusters Score -257288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -257289.328125 Penalty: 3818.672363
	Iteration 15Q: 3 clusters Score -257289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -257289.781250 Penalty: 3818.672363
	Iteration 16Q: 3 clusters Score -257289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -257289.828125 Penalty: 3818.672363
	Iteration 17Q: 3 clusters Score -257289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -257290.031250 Penalty: 3818.672363
	Iteration 18Q: 3 clusters Score -257290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -257290.703125 Penalty: 3818.672363
	Iteration 19Q: 3 clusters Score -257290.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -257290.765625 Penalty: 3818.672363
	Iteration 20F: 3 clusters Score -257290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -257291.250000 Penalty: 3818.672363
	Iteration 21Q: 3 clusters Score -257291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -257292.218750 Penalty: 3818.672363
	Iteration 22Q: 3 clusters Score -257292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -257295.437500 Penalty: 3818.672363
	Iteration 23Q: 3 clusters Score -257295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -257298.296875 Penalty: 3818.672363
	Iteration 24Q: 3 clusters Score -257298.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -257302.796875 Penalty: 3818.672363
	Iteration 25Q: 3 clusters Score -257302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -257303.500000 Penalty: 3818.672363
	Iteration 26Q: 3 clusters Score -257303.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -257306.593750 Penalty: 3818.672363
	Iteration 27Q: 3 clusters Score -257306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -257309.218750 Penalty: 3818.672363
	Iteration 28Q: 3 clusters Score -257309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -257311.843750 Penalty: 3818.672363
	Iteration 29Q: 3 clusters Score -257311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -257313.015625 Penalty: 3818.672363
	Iteration 30Q: 3 clusters Score -257313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -257313.484375 Penalty: 3818.672363
	Iteration 31Q: 3 clusters Score -257313.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -257313.484375 Penalty: 3818.672363
	Iteration 32F: 3 clusters Score -257313.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (91322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Entering Unmasked Estep 
Score: -11132433.000000 Penalty: 2832.692383
	Iteration 0F: 2 clusters Score -1.113243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -11071278.000000 Penalty: 5665.384766
	Iteration 0F: 3 clusters Score -1.107128e+07 nChanged 43059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -11095941.000000 Penalty: 5665.384766
	Iteration 1F: 3 clusters Score -1.109594e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -11096723.000000 Penalty: 5665.384766
	Iteration 2Q: 3 clusters Score -1.109672e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -11097771.000000 Penalty: 5665.384766
	Iteration 3Q: 3 clusters Score -1.109777e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -11099385.000000 Penalty: 5665.384766
	Iteration 4Q: 3 clusters Score -1.109938e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -11102002.000000 Penalty: 5665.384766
	Iteration 5F: 3 clusters Score -1.1102e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -11106393.000000 Penalty: 5665.384766
	Iteration 6F: 3 clusters Score -1.110639e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72283 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -11112435.000000 Penalty: 5665.384766
	Iteration 7F: 3 clusters Score -1.111244e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79246 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -11118867.000000 Penalty: 5665.384766
	Iteration 8F: 3 clusters Score -1.111887e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -11123989.000000 Penalty: 5665.384766
	Iteration 9F: 3 clusters Score -1.112399e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -11127054.000000 Penalty: 5665.384766
	Iteration 10Q: 3 clusters Score -1.112705e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89785 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -11128624.000000 Penalty: 5665.384766
	Iteration 11Q: 3 clusters Score -1.112862e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90536 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -11129362.000000 Penalty: 5665.384766
	Iteration 12Q: 3 clusters Score -1.112936e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11129643.000000 Penalty: 5665.384766
	Iteration 13Q: 3 clusters Score -1.112964e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -11129794.000000 Penalty: 5665.384766
	Iteration 14Q: 3 clusters Score -1.112979e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11129850.000000 Penalty: 5665.384766
	Iteration 15Q: 3 clusters Score -1.112985e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90986 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -11129885.000000 Penalty: 5665.384766
	Iteration 16Q: 3 clusters Score -1.112988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11129909.000000 Penalty: 5665.384766
	Iteration 17Q: 3 clusters Score -1.112991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -11129936.000000 Penalty: 5665.384766
	Iteration 18Q: 3 clusters Score -1.112994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -11129951.000000 Penalty: 5665.384766
	Iteration 19Q: 3 clusters Score -1.112995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91020 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11129951.000000 Penalty: 5665.384766
	Iteration 20F: 3 clusters Score -1.112995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91024 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -11129959.000000 Penalty: 5665.384766
	Iteration 21Q: 3 clusters Score -1.112996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91024 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -11129959.000000 Penalty: 5665.384766
	Iteration 22F: 3 clusters Score -1.112996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -428868.937500 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -428868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -425172.312500 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -425172.3 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -425986.812500 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -425986.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -426152.343750 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -426152.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -426252.625000 Penalty: 4071.006348
	Iteration 3Q: 3 clusters Score -426252.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -426319.343750 Penalty: 4071.006348
	Iteration 4Q: 3 clusters Score -426319.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -426358.812500 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -426358.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -426385.781250 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -426385.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -426409.625000 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -426409.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -426430.906250 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -426430.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -426451.312500 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -426451.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -426467.281250 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -426467.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -426476.625000 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -426476.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -426482.406250 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -426482.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -426489.343750 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -426489.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -426497.625000 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -426497.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -426506.437500 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -426506.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -426512.750000 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -426512.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -426518.875000 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -426518.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -426522.875000 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -426522.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -426527.031250 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -426527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -426532.843750 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -426532.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -426537.218750 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -426537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -426539.312500 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -426539.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -426542.187500 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -426542.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -426547.187500 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -426547.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -426551.750000 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -426551.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -426560.093750 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -426560.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -426567.531250 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -426567.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -426575.343750 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -426575.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -426583.906250 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -426583.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -426595.156250 Penalty: 4071.006348
	Iteration 30Q: 3 clusters Score -426595.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -426604.031250 Penalty: 4071.006348
	Iteration 31Q: 3 clusters Score -426604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -426614.218750 Penalty: 4071.006348
	Iteration 32Q: 3 clusters Score -426614.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -426625.937500 Penalty: 4071.006348
	Iteration 33Q: 3 clusters Score -426625.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -426643.281250 Penalty: 4071.006348
	Iteration 34Q: 3 clusters Score -426643.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -426656.687500 Penalty: 4071.006348
	Iteration 35Q: 3 clusters Score -426656.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -426666.437500 Penalty: 4071.006348
	Iteration 36Q: 3 clusters Score -426666.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -426675.375000 Penalty: 4071.006348
	Iteration 37Q: 3 clusters Score -426675.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -426684.125000 Penalty: 4071.006348
	Iteration 38Q: 3 clusters Score -426684.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -426688.531250 Penalty: 4071.006348
	Iteration 39Q: 3 clusters Score -426688.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -426693.031250 Penalty: 4071.006348
	Iteration 40F: 3 clusters Score -426693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -426697.437500 Penalty: 4071.006348
	Iteration 41Q: 3 clusters Score -426697.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -426701.500000 Penalty: 4071.006348
	Iteration 42Q: 3 clusters Score -426701.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -426706.343750 Penalty: 4071.006348
	Iteration 43Q: 3 clusters Score -426706.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -426715.687500 Penalty: 4071.006348
	Iteration 44Q: 3 clusters Score -426715.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -426724.593750 Penalty: 4071.006348
	Iteration 45Q: 3 clusters Score -426724.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -426733.968750 Penalty: 4071.006348
	Iteration 46Q: 3 clusters Score -426734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -426746.468750 Penalty: 4071.006348
	Iteration 47Q: 3 clusters Score -426746.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -426761.343750 Penalty: 4071.006348
	Iteration 48Q: 3 clusters Score -426761.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -426775.343750 Penalty: 4071.006348
	Iteration 49Q: 3 clusters Score -426775.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -426786.531250 Penalty: 4071.006348
	Iteration 50Q: 3 clusters Score -426786.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -426796.781250 Penalty: 4071.006348
	Iteration 51Q: 3 clusters Score -426796.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -426801.218750 Penalty: 4071.006348
	Iteration 52Q: 3 clusters Score -426801.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -426806.906250 Penalty: 4071.006348
	Iteration 53Q: 3 clusters Score -426806.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -426813.656250 Penalty: 4071.006348
	Iteration 54Q: 3 clusters Score -426813.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -426823.000000 Penalty: 4071.006348
	Iteration 55Q: 3 clusters Score -426823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -426832.812500 Penalty: 4071.006348
	Iteration 56Q: 3 clusters Score -426832.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -426839.093750 Penalty: 4071.006348
	Iteration 57Q: 3 clusters Score -426839.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -426841.625000 Penalty: 4071.006348
	Iteration 58Q: 3 clusters Score -426841.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -426847.281250 Penalty: 4071.006348
	Iteration 59Q: 3 clusters Score -426847.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -426851.187500 Penalty: 4071.006348
	Iteration 60F: 3 clusters Score -426851.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -426855.437500 Penalty: 4071.006348
	Iteration 61Q: 3 clusters Score -426855.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -426863.375000 Penalty: 4071.006348
	Iteration 62Q: 3 clusters Score -426863.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -426870.125000 Penalty: 4071.006348
	Iteration 63Q: 3 clusters Score -426870.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -426878.375000 Penalty: 4071.006348
	Iteration 64Q: 3 clusters Score -426878.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -426886.187500 Penalty: 4071.006348
	Iteration 65Q: 3 clusters Score -426886.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -426895.031250 Penalty: 4071.006348
	Iteration 66Q: 3 clusters Score -426895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -426902.656250 Penalty: 4071.006348
	Iteration 67Q: 3 clusters Score -426902.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -426909.875000 Penalty: 4071.006348
	Iteration 68Q: 3 clusters Score -426909.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -426915.875000 Penalty: 4071.006348
	Iteration 69Q: 3 clusters Score -426915.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -426920.281250 Penalty: 4071.006348
	Iteration 70Q: 3 clusters Score -426920.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -426925.406250 Penalty: 4071.006348
	Iteration 71Q: 3 clusters Score -426925.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -426930.968750 Penalty: 4071.006348
	Iteration 72Q: 3 clusters Score -426931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -426939.312500 Penalty: 4071.006348
	Iteration 73Q: 3 clusters Score -426939.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -426948.437500 Penalty: 4071.006348
	Iteration 74Q: 3 clusters Score -426948.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -426960.187500 Penalty: 4071.006348
	Iteration 75Q: 3 clusters Score -426960.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -426973.968750 Penalty: 4071.006348
	Iteration 76Q: 3 clusters Score -426974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -426986.625000 Penalty: 4071.006348
	Iteration 77Q: 3 clusters Score -426986.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -426999.062500 Penalty: 4071.006348
	Iteration 78Q: 3 clusters Score -426999.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -427009.750000 Penalty: 4071.006348
	Iteration 79Q: 3 clusters Score -427009.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -427020.250000 Penalty: 4071.006348
	Iteration 80F: 3 clusters Score -427020.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -427027.656250 Penalty: 4071.006348
	Iteration 81Q: 3 clusters Score -427027.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -427035.656250 Penalty: 4071.006348
	Iteration 82Q: 3 clusters Score -427035.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -427043.531250 Penalty: 4071.006348
	Iteration 83Q: 3 clusters Score -427043.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -427049.000000 Penalty: 4071.006348
	Iteration 84Q: 3 clusters Score -427049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -427056.500000 Penalty: 4071.006348
	Iteration 85Q: 3 clusters Score -427056.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -427065.812500 Penalty: 4071.006348
	Iteration 86Q: 3 clusters Score -427065.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -427076.156250 Penalty: 4071.006348
	Iteration 87Q: 3 clusters Score -427076.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -427093.593750 Penalty: 4071.006348
	Iteration 88Q: 3 clusters Score -427093.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -427111.281250 Penalty: 4071.006348
	Iteration 89Q: 3 clusters Score -427111.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -427131.562500 Penalty: 4071.006348
	Iteration 90Q: 3 clusters Score -427131.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -427146.687500 Penalty: 4071.006348
	Iteration 91Q: 3 clusters Score -427146.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -427158.312500 Penalty: 4071.006348
	Iteration 92Q: 3 clusters Score -427158.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -427171.625000 Penalty: 4071.006348
	Iteration 93Q: 3 clusters Score -427171.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -427184.593750 Penalty: 4071.006348
	Iteration 94Q: 3 clusters Score -427184.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -427193.687500 Penalty: 4071.006348
	Iteration 95Q: 3 clusters Score -427193.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -427200.125000 Penalty: 4071.006348
	Iteration 96Q: 3 clusters Score -427200.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -427206.750000 Penalty: 4071.006348
	Iteration 97Q: 3 clusters Score -427206.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -427216.750000 Penalty: 4071.006348
	Iteration 98Q: 3 clusters Score -427216.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -427223.812500 Penalty: 4071.006348
	Iteration 99Q: 3 clusters Score -427223.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -427230.281250 Penalty: 4071.006348
	Iteration 100F: 3 clusters Score -427230.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -427235.843750 Penalty: 4071.006348
	Iteration 101Q: 3 clusters Score -427235.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -427241.562500 Penalty: 4071.006348
	Iteration 102Q: 3 clusters Score -427241.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -427244.812500 Penalty: 4071.006348
	Iteration 103Q: 3 clusters Score -427244.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -427250.000000 Penalty: 4071.006348
	Iteration 104Q: 3 clusters Score -427250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -427260.218750 Penalty: 4071.006348
	Iteration 105Q: 3 clusters Score -427260.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -427269.500000 Penalty: 4071.006348
	Iteration 106Q: 3 clusters Score -427269.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -427287.562500 Penalty: 4071.006348
	Iteration 107Q: 3 clusters Score -427287.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -427301.125000 Penalty: 4071.006348
	Iteration 108Q: 3 clusters Score -427301.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -427311.687500 Penalty: 4071.006348
	Iteration 109Q: 3 clusters Score -427311.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -427320.218750 Penalty: 4071.006348
	Iteration 110Q: 3 clusters Score -427320.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -427331.875000 Penalty: 4071.006348
	Iteration 111Q: 3 clusters Score -427331.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -427341.062500 Penalty: 4071.006348
	Iteration 112Q: 3 clusters Score -427341.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -427349.187500 Penalty: 4071.006348
	Iteration 113Q: 3 clusters Score -427349.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -427355.906250 Penalty: 4071.006348
	Iteration 114Q: 3 clusters Score -427355.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -427362.906250 Penalty: 4071.006348
	Iteration 115Q: 3 clusters Score -427362.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -427369.812500 Penalty: 4071.006348
	Iteration 116Q: 3 clusters Score -427369.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -427374.937500 Penalty: 4071.006348
	Iteration 117Q: 3 clusters Score -427374.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -427379.250000 Penalty: 4071.006348
	Iteration 118Q: 3 clusters Score -427379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -427382.187500 Penalty: 4071.006348
	Iteration 119Q: 3 clusters Score -427382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -427383.218750 Penalty: 4071.006348
	Iteration 120F: 3 clusters Score -427383.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -954161.500000 Penalty: 2227.799805
	Iteration 0F: 2 clusters Score -954161.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -947710.312500 Penalty: 4455.599609
	Iteration 0F: 3 clusters Score -947710.3 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -949440.312500 Penalty: 4455.599609
	Iteration 1F: 3 clusters Score -949440.3 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -949739.000000 Penalty: 4455.599609
	Iteration 2F: 3 clusters Score -949739 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -949965.062500 Penalty: 4455.599609
	Iteration 3F: 3 clusters Score -949965.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -950157.875000 Penalty: 4455.599609
	Iteration 4Q: 3 clusters Score -950157.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -950340.312500 Penalty: 4455.599609
	Iteration 5Q: 3 clusters Score -950340.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -950545.875000 Penalty: 4455.599609
	Iteration 6Q: 3 clusters Score -950545.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -950752.437500 Penalty: 4455.599609
	Iteration 7Q: 3 clusters Score -950752.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -950942.625000 Penalty: 4455.599609
	Iteration 8Q: 3 clusters Score -950942.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -951137.625000 Penalty: 4455.599609
	Iteration 9Q: 3 clusters Score -951137.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -951310.062500 Penalty: 4455.599609
	Iteration 10Q: 3 clusters Score -951310.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -951471.250000 Penalty: 4455.599609
	Iteration 11Q: 3 clusters Score -951471.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -951656.875000 Penalty: 4455.599609
	Iteration 12Q: 3 clusters Score -951656.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -951803.062500 Penalty: 4455.599609
	Iteration 13Q: 3 clusters Score -951803.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -951928.500000 Penalty: 4455.599609
	Iteration 14Q: 3 clusters Score -951928.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -952033.875000 Penalty: 4455.599609
	Iteration 15Q: 3 clusters Score -952033.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -952107.062500 Penalty: 4455.599609
	Iteration 16Q: 3 clusters Score -952107.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -952161.750000 Penalty: 4455.599609
	Iteration 17Q: 3 clusters Score -952161.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -952216.500000 Penalty: 4455.599609
	Iteration 18Q: 3 clusters Score -952216.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -952250.250000 Penalty: 4455.599609
	Iteration 19Q: 3 clusters Score -952250.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -952272.312500 Penalty: 4455.599609
	Iteration 20F: 3 clusters Score -952272.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -952293.437500 Penalty: 4455.599609
	Iteration 21Q: 3 clusters Score -952293.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -952325.375000 Penalty: 4455.599609
	Iteration 22Q: 3 clusters Score -952325.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -952346.312500 Penalty: 4455.599609
	Iteration 23Q: 3 clusters Score -952346.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -952365.562500 Penalty: 4455.599609
	Iteration 24Q: 3 clusters Score -952365.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -952376.625000 Penalty: 4455.599609
	Iteration 25Q: 3 clusters Score -952376.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -952388.812500 Penalty: 4455.599609
	Iteration 26Q: 3 clusters Score -952388.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -952403.562500 Penalty: 4455.599609
	Iteration 27Q: 3 clusters Score -952403.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -952413.812500 Penalty: 4455.599609
	Iteration 28Q: 3 clusters Score -952413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -952423.375000 Penalty: 4455.599609
	Iteration 29Q: 3 clusters Score -952423.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -952431.625000 Penalty: 4455.599609
	Iteration 30Q: 3 clusters Score -952431.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -952440.812500 Penalty: 4455.599609
	Iteration 31Q: 3 clusters Score -952440.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -952447.250000 Penalty: 4455.599609
	Iteration 32Q: 3 clusters Score -952447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -952454.937500 Penalty: 4455.599609
	Iteration 33Q: 3 clusters Score -952454.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -952459.000000 Penalty: 4455.599609
	Iteration 34Q: 3 clusters Score -952459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -952465.187500 Penalty: 4455.599609
	Iteration 35Q: 3 clusters Score -952465.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -952469.375000 Penalty: 4455.599609
	Iteration 36Q: 3 clusters Score -952469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -952471.500000 Penalty: 4455.599609
	Iteration 37Q: 3 clusters Score -952471.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -952475.687500 Penalty: 4455.599609
	Iteration 38Q: 3 clusters Score -952475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -952474.875000 Penalty: 4455.599609
	Iteration 39Q: 3 clusters Score -952474.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -952475.687500 Penalty: 4455.599609
	Iteration 40F: 3 clusters Score -952475.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -952478.875000 Penalty: 4455.599609
	Iteration 41Q: 3 clusters Score -952478.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -952482.000000 Penalty: 4455.599609
	Iteration 42Q: 3 clusters Score -952482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -952482.687500 Penalty: 4455.599609
	Iteration 43Q: 3 clusters Score -952482.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -952484.750000 Penalty: 4455.599609
	Iteration 44Q: 3 clusters Score -952484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -952487.312500 Penalty: 4455.599609
	Iteration 45Q: 3 clusters Score -952487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -952486.875000 Penalty: 4455.599609
	Iteration 46Q: 3 clusters Score -952486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -952488.000000 Penalty: 4455.599609
	Iteration 47Q: 3 clusters Score -952488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -952489.062500 Penalty: 4455.599609
	Iteration 48Q: 3 clusters Score -952489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -952488.937500 Penalty: 4455.599609
	Iteration 49Q: 3 clusters Score -952488.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -952488.937500 Penalty: 4455.599609
	Iteration 50F: 3 clusters Score -952488.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (228827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228827 members 
Entering Unmasked Estep 
Score: -27920580.000000 Penalty: 3060.498779
	Iteration 0F: 2 clusters Score -2.792058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114078 members 
Mstep: Class 2 contains 114749 members 
Entering Unmasked Estep 
Score: -27777878.000000 Penalty: 6120.997559
	Iteration 0F: 3 clusters Score -2.777788e+07 nChanged 110188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109392 members 
Mstep: Class 2 contains 119435 members 
Entering Unmasked Estep 
Score: -27841948.000000 Penalty: 6120.997559
	Iteration 1F: 3 clusters Score -2.784195e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106246 members 
Mstep: Class 2 contains 122581 members 
Entering Unmasked Estep 
Score: -27843106.000000 Penalty: 6120.997559
	Iteration 2Q: 3 clusters Score -2.784311e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101249 members 
Mstep: Class 2 contains 127578 members 
Entering Unmasked Estep 
Score: -27845028.000000 Penalty: 6120.997559
	Iteration 3Q: 3 clusters Score -2.784503e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93658 members 
Mstep: Class 2 contains 135169 members 
Entering Unmasked Estep 
Score: -27848164.000000 Penalty: 6120.997559
	Iteration 4Q: 3 clusters Score -2.784816e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 146496 members 
Entering Unmasked Estep 
Score: -27853616.000000 Penalty: 6120.997559
	Iteration 5F: 3 clusters Score -2.785362e+07 nChanged 16249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 162627 members 
Entering Unmasked Estep 
Score: -27864198.000000 Penalty: 6120.997559
	Iteration 6F: 3 clusters Score -2.78642e+07 nChanged 20309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 182916 members 
Entering Unmasked Estep 
Score: -27881578.000000 Penalty: 6120.997559
	Iteration 7F: 3 clusters Score -2.788158e+07 nChanged 20766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 203682 members 
Entering Unmasked Estep 
Score: -27900664.000000 Penalty: 6120.997559
	Iteration 8F: 3 clusters Score -2.790066e+07 nChanged 15459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 219139 members 
Entering Unmasked Estep 
Score: -27912200.000000 Penalty: 6120.997559
	Iteration 9F: 3 clusters Score -2.79122e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 226019 members 
Entering Unmasked Estep 
Score: -27916368.000000 Penalty: 6120.997559
	Iteration 10Q: 3 clusters Score -2.791637e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 227990 members 
Entering Unmasked Estep 
Score: -27917376.000000 Penalty: 6120.997559
	Iteration 11Q: 3 clusters Score -2.791738e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 228431 members 
Entering Unmasked Estep 
Score: -27917636.000000 Penalty: 6120.997559
	Iteration 12Q: 3 clusters Score -2.791764e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 228549 members 
Entering Unmasked Estep 
Score: -27917746.000000 Penalty: 6120.997559
	Iteration 13Q: 3 clusters Score -2.791775e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 228579 members 
Entering Unmasked Estep 
Score: -27917804.000000 Penalty: 6120.997559
	Iteration 14Q: 3 clusters Score -2.79178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 228591 members 
Entering Unmasked Estep 
Score: -27917856.000000 Penalty: 6120.997559
	Iteration 15Q: 3 clusters Score -2.791786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 228598 members 
Entering Unmasked Estep 
Score: -27917884.000000 Penalty: 6120.997559
	Iteration 16Q: 3 clusters Score -2.791788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 228600 members 
Entering Unmasked Estep 
Score: -27917884.000000 Penalty: 6120.997559
	Iteration 17Q: 3 clusters Score -2.791788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 228598 members 
Entering Unmasked Estep 
Score: -27917888.000000 Penalty: 6120.997559
	Iteration 18Q: 3 clusters Score -2.791789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 228597 members 
Entering Unmasked Estep 
Score: -27917886.000000 Penalty: 6120.997559
	Iteration 19Q: 3 clusters Score -2.791789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228596 members 
Entering Unmasked Estep 
Score: -27917906.000000 Penalty: 6120.997559
	Iteration 20F: 3 clusters Score -2.791791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 228597 members 
Entering Unmasked Estep 
Score: -27917908.000000 Penalty: 6120.997559
	Iteration 21Q: 3 clusters Score -2.791791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 228598 members 
Entering Unmasked Estep 
Score: -27917922.000000 Penalty: 6120.997559
	Iteration 22Q: 3 clusters Score -2.791792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 228601 members 
Entering Unmasked Estep 
Score: -27917906.000000 Penalty: 6120.997559
	Iteration 23Q: 3 clusters Score -2.791791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 228601 members 
Entering Unmasked Estep 
Score: -27917906.000000 Penalty: 6120.997559
	Iteration 24F: 3 clusters Score -2.791791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -239496.328125 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -239496.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -236826.234375 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -236826.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -237272.671875 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -237272.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -237396.140625 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -237396.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -237462.296875 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -237462.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -237510.937500 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -237510.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -237553.328125 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -237553.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -237575.125000 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -237575.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -237591.203125 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -237591.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -237601.250000 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -237601.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -237607.546875 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -237607.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -237616.546875 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -237616.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -237619.843750 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -237619.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -237623.421875 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -237623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -237625.703125 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -237625.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -237631.921875 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -237631.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -237641.390625 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -237641.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -237646.546875 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -237646.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -237651.406250 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -237651.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -237654.390625 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -237654.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -237658.093750 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -237658.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -237660.031250 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -237660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -237662.859375 Penalty: 3784.949463
	Iteration 21Q: 3 clusters Score -237662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -237666.046875 Penalty: 3784.949463
	Iteration 22Q: 3 clusters Score -237666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -237670.546875 Penalty: 3784.949463
	Iteration 23Q: 3 clusters Score -237670.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -237673.875000 Penalty: 3784.949463
	Iteration 24Q: 3 clusters Score -237673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -237677.234375 Penalty: 3784.949463
	Iteration 25Q: 3 clusters Score -237677.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -237680.937500 Penalty: 3784.949463
	Iteration 26Q: 3 clusters Score -237680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -237686.687500 Penalty: 3784.949463
	Iteration 27Q: 3 clusters Score -237686.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -237695.593750 Penalty: 3784.949463
	Iteration 28Q: 3 clusters Score -237695.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -237702.187500 Penalty: 3784.949463
	Iteration 29Q: 3 clusters Score -237702.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -237711.265625 Penalty: 3784.949463
	Iteration 30Q: 3 clusters Score -237711.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -237717.171875 Penalty: 3784.949463
	Iteration 31Q: 3 clusters Score -237717.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -237723.531250 Penalty: 3784.949463
	Iteration 32Q: 3 clusters Score -237723.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -237725.859375 Penalty: 3784.949463
	Iteration 33Q: 3 clusters Score -237725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -237727.328125 Penalty: 3784.949463
	Iteration 34Q: 3 clusters Score -237727.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -237729.109375 Penalty: 3784.949463
	Iteration 35Q: 3 clusters Score -237729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -237730.281250 Penalty: 3784.949463
	Iteration 36Q: 3 clusters Score -237730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -237732.109375 Penalty: 3784.949463
	Iteration 37Q: 3 clusters Score -237732.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -237733.109375 Penalty: 3784.949463
	Iteration 38Q: 3 clusters Score -237733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -237733.906250 Penalty: 3784.949463
	Iteration 39Q: 3 clusters Score -237733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -237734.203125 Penalty: 3784.949463
	Iteration 40F: 3 clusters Score -237734.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -985504.937500 Penalty: 2240.924805
	Iteration 0F: 2 clusters Score -985504.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -978866.375000 Penalty: 4481.849609
	Iteration 0F: 3 clusters Score -978866.4 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -980681.812500 Penalty: 4481.849609
	Iteration 1F: 3 clusters Score -980681.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -980966.187500 Penalty: 4481.849609
	Iteration 2F: 3 clusters Score -980966.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -981199.187500 Penalty: 4481.849609
	Iteration 3F: 3 clusters Score -981199.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -981387.375000 Penalty: 4481.849609
	Iteration 4Q: 3 clusters Score -981387.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -981565.437500 Penalty: 4481.849609
	Iteration 5Q: 3 clusters Score -981565.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -981770.125000 Penalty: 4481.849609
	Iteration 6Q: 3 clusters Score -981770.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -981959.250000 Penalty: 4481.849609
	Iteration 7Q: 3 clusters Score -981959.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -982150.875000 Penalty: 4481.849609
	Iteration 8Q: 3 clusters Score -982150.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -982331.000000 Penalty: 4481.849609
	Iteration 9Q: 3 clusters Score -982331 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -982503.625000 Penalty: 4481.849609
	Iteration 10Q: 3 clusters Score -982503.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -982653.875000 Penalty: 4481.849609
	Iteration 11Q: 3 clusters Score -982653.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -982778.125000 Penalty: 4481.849609
	Iteration 12Q: 3 clusters Score -982778.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -982882.187500 Penalty: 4481.849609
	Iteration 13Q: 3 clusters Score -982882.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -982972.000000 Penalty: 4481.849609
	Iteration 14Q: 3 clusters Score -982972 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -983050.687500 Penalty: 4481.849609
	Iteration 15Q: 3 clusters Score -983050.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -983135.562500 Penalty: 4481.849609
	Iteration 16Q: 3 clusters Score -983135.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -983213.062500 Penalty: 4481.849609
	Iteration 17Q: 3 clusters Score -983213.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -983265.812500 Penalty: 4481.849609
	Iteration 18Q: 3 clusters Score -983265.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -983301.750000 Penalty: 4481.849609
	Iteration 19Q: 3 clusters Score -983301.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -983332.500000 Penalty: 4481.849609
	Iteration 20F: 3 clusters Score -983332.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -983354.937500 Penalty: 4481.849609
	Iteration 21Q: 3 clusters Score -983354.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -983374.625000 Penalty: 4481.849609
	Iteration 22Q: 3 clusters Score -983374.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -983386.125000 Penalty: 4481.849609
	Iteration 23Q: 3 clusters Score -983386.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -983396.312500 Penalty: 4481.849609
	Iteration 24Q: 3 clusters Score -983396.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -983407.812500 Penalty: 4481.849609
	Iteration 25Q: 3 clusters Score -983407.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -983415.375000 Penalty: 4481.849609
	Iteration 26Q: 3 clusters Score -983415.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -983428.750000 Penalty: 4481.849609
	Iteration 27Q: 3 clusters Score -983428.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -983433.312500 Penalty: 4481.849609
	Iteration 28Q: 3 clusters Score -983433.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -983435.687500 Penalty: 4481.849609
	Iteration 29Q: 3 clusters Score -983435.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -983436.812500 Penalty: 4481.849609
	Iteration 30Q: 3 clusters Score -983436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -983443.125000 Penalty: 4481.849609
	Iteration 31Q: 3 clusters Score -983443.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -983445.000000 Penalty: 4481.849609
	Iteration 32Q: 3 clusters Score -983445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -983449.875000 Penalty: 4481.849609
	Iteration 33Q: 3 clusters Score -983449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -983453.500000 Penalty: 4481.849609
	Iteration 34Q: 3 clusters Score -983453.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -983461.437500 Penalty: 4481.849609
	Iteration 35Q: 3 clusters Score -983461.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -983467.250000 Penalty: 4481.849609
	Iteration 36Q: 3 clusters Score -983467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -983468.375000 Penalty: 4481.849609
	Iteration 37Q: 3 clusters Score -983468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -983470.062500 Penalty: 4481.849609
	Iteration 38Q: 3 clusters Score -983470.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -983470.875000 Penalty: 4481.849609
	Iteration 39Q: 3 clusters Score -983470.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -983473.125000 Penalty: 4481.849609
	Iteration 40F: 3 clusters Score -983473.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -983476.000000 Penalty: 4481.849609
	Iteration 41Q: 3 clusters Score -983476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -983480.875000 Penalty: 4481.849609
	Iteration 42Q: 3 clusters Score -983480.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -983485.750000 Penalty: 4481.849609
	Iteration 43Q: 3 clusters Score -983485.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -983490.187500 Penalty: 4481.849609
	Iteration 44Q: 3 clusters Score -983490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -983493.750000 Penalty: 4481.849609
	Iteration 45Q: 3 clusters Score -983493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -983492.937500 Penalty: 4481.849609
	Iteration 46Q: 3 clusters Score -983492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -983498.312500 Penalty: 4481.849609
	Iteration 47Q: 3 clusters Score -983498.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -983501.375000 Penalty: 4481.849609
	Iteration 48Q: 3 clusters Score -983501.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -983507.000000 Penalty: 4481.849609
	Iteration 49Q: 3 clusters Score -983507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -983509.375000 Penalty: 4481.849609
	Iteration 50Q: 3 clusters Score -983509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -983516.187500 Penalty: 4481.849609
	Iteration 51Q: 3 clusters Score -983516.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -983522.687500 Penalty: 4481.849609
	Iteration 52Q: 3 clusters Score -983522.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -983530.375000 Penalty: 4481.849609
	Iteration 53Q: 3 clusters Score -983530.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -983536.312500 Penalty: 4481.849609
	Iteration 54Q: 3 clusters Score -983536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -983542.062500 Penalty: 4481.849609
	Iteration 55Q: 3 clusters Score -983542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -983544.687500 Penalty: 4481.849609
	Iteration 56Q: 3 clusters Score -983544.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -983547.062500 Penalty: 4481.849609
	Iteration 57Q: 3 clusters Score -983547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -983546.562500 Penalty: 4481.849609
	Iteration 58Q: 3 clusters Score -983546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -983546.937500 Penalty: 4481.849609
	Iteration 59Q: 3 clusters Score -983546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -983548.937500 Penalty: 4481.849609
	Iteration 60F: 3 clusters Score -983548.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -983551.937500 Penalty: 4481.849609
	Iteration 61Q: 3 clusters Score -983551.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -983556.312500 Penalty: 4481.849609
	Iteration 62Q: 3 clusters Score -983556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -983556.000000 Penalty: 4481.849609
	Iteration 63Q: 3 clusters Score -983556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -983556.000000 Penalty: 4481.849609
	Iteration 64Q: 3 clusters Score -983556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -983556.375000 Penalty: 4481.849609
	Iteration 65Q: 3 clusters Score -983556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -983556.125000 Penalty: 4481.849609
	Iteration 66Q: 3 clusters Score -983556.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -983558.875000 Penalty: 4481.849609
	Iteration 67Q: 3 clusters Score -983558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -983559.562500 Penalty: 4481.849609
	Iteration 68Q: 3 clusters Score -983559.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -983565.312500 Penalty: 4481.849609
	Iteration 69Q: 3 clusters Score -983565.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -983569.812500 Penalty: 4481.849609
	Iteration 70Q: 3 clusters Score -983569.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -983573.812500 Penalty: 4481.849609
	Iteration 71Q: 3 clusters Score -983573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -983576.812500 Penalty: 4481.849609
	Iteration 72Q: 3 clusters Score -983576.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -983581.250000 Penalty: 4481.849609
	Iteration 73Q: 3 clusters Score -983581.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -983584.187500 Penalty: 4481.849609
	Iteration 74Q: 3 clusters Score -983584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -983586.312500 Penalty: 4481.849609
	Iteration 75Q: 3 clusters Score -983586.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -983592.250000 Penalty: 4481.849609
	Iteration 76Q: 3 clusters Score -983592.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -983597.750000 Penalty: 4481.849609
	Iteration 77Q: 3 clusters Score -983597.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -983600.875000 Penalty: 4481.849609
	Iteration 78Q: 3 clusters Score -983600.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -983602.187500 Penalty: 4481.849609
	Iteration 79Q: 3 clusters Score -983602.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -983606.000000 Penalty: 4481.849609
	Iteration 80F: 3 clusters Score -983606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -983607.125000 Penalty: 4481.849609
	Iteration 81Q: 3 clusters Score -983607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -983607.250000 Penalty: 4481.849609
	Iteration 82Q: 3 clusters Score -983607.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -983607.250000 Penalty: 4481.849609
	Iteration 83Q: 3 clusters Score -983607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -983607.250000 Penalty: 4481.849609
	Iteration 84F: 3 clusters Score -983607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (6208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Entering Unmasked Estep 
Score: -712276.062500 Penalty: 2165.931396
	Iteration 0F: 2 clusters Score -712276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -707010.375000 Penalty: 4331.862793
	Iteration 0F: 3 clusters Score -707010.4 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -708372.062500 Penalty: 4331.862793
	Iteration 1F: 3 clusters Score -708372.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -708687.937500 Penalty: 4331.862793
	Iteration 2F: 3 clusters Score -708687.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -708889.375000 Penalty: 4331.862793
	Iteration 3F: 3 clusters Score -708889.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -709059.375000 Penalty: 4331.862793
	Iteration 4Q: 3 clusters Score -709059.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -709215.187500 Penalty: 4331.862793
	Iteration 5Q: 3 clusters Score -709215.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -709348.500000 Penalty: 4331.862793
	Iteration 6Q: 3 clusters Score -709348.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -709473.625000 Penalty: 4331.862793
	Iteration 7Q: 3 clusters Score -709473.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -709577.562500 Penalty: 4331.862793
	Iteration 8Q: 3 clusters Score -709577.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -709666.562500 Penalty: 4331.862793
	Iteration 9Q: 3 clusters Score -709666.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -709757.062500 Penalty: 4331.862793
	Iteration 10Q: 3 clusters Score -709757.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -709852.250000 Penalty: 4331.862793
	Iteration 11Q: 3 clusters Score -709852.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -709957.375000 Penalty: 4331.862793
	Iteration 12Q: 3 clusters Score -709957.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -710066.500000 Penalty: 4331.862793
	Iteration 13Q: 3 clusters Score -710066.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -710159.750000 Penalty: 4331.862793
	Iteration 14Q: 3 clusters Score -710159.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -710275.875000 Penalty: 4331.862793
	Iteration 15Q: 3 clusters Score -710275.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -710406.250000 Penalty: 4331.862793
	Iteration 16Q: 3 clusters Score -710406.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -710535.375000 Penalty: 4331.862793
	Iteration 17Q: 3 clusters Score -710535.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -710673.937500 Penalty: 4331.862793
	Iteration 18Q: 3 clusters Score -710673.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -710800.000000 Penalty: 4331.862793
	Iteration 19Q: 3 clusters Score -710800 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -710892.187500 Penalty: 4331.862793
	Iteration 20F: 3 clusters Score -710892.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -710969.500000 Penalty: 4331.862793
	Iteration 21Q: 3 clusters Score -710969.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -711026.312500 Penalty: 4331.862793
	Iteration 22Q: 3 clusters Score -711026.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -711081.437500 Penalty: 4331.862793
	Iteration 23Q: 3 clusters Score -711081.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -711120.250000 Penalty: 4331.862793
	Iteration 24Q: 3 clusters Score -711120.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -711158.687500 Penalty: 4331.862793
	Iteration 25Q: 3 clusters Score -711158.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -711188.437500 Penalty: 4331.862793
	Iteration 26Q: 3 clusters Score -711188.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -711209.312500 Penalty: 4331.862793
	Iteration 27Q: 3 clusters Score -711209.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -711225.687500 Penalty: 4331.862793
	Iteration 28Q: 3 clusters Score -711225.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -711239.625000 Penalty: 4331.862793
	Iteration 29Q: 3 clusters Score -711239.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -711249.500000 Penalty: 4331.862793
	Iteration 30Q: 3 clusters Score -711249.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -711258.625000 Penalty: 4331.862793
	Iteration 31Q: 3 clusters Score -711258.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -711265.187500 Penalty: 4331.862793
	Iteration 32Q: 3 clusters Score -711265.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -711275.375000 Penalty: 4331.862793
	Iteration 33Q: 3 clusters Score -711275.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -711283.812500 Penalty: 4331.862793
	Iteration 34Q: 3 clusters Score -711283.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -711287.812500 Penalty: 4331.862793
	Iteration 35Q: 3 clusters Score -711287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -711287.625000 Penalty: 4331.862793
	Iteration 36Q: 3 clusters Score -711287.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -711287.625000 Penalty: 4331.862793
	Iteration 37F: 3 clusters Score -711287.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (10112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Entering Unmasked Estep 
Score: -1092077.750000 Penalty: 2286.926758
	Iteration 0F: 2 clusters Score -1092078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1084427.625000 Penalty: 4573.853516
	Iteration 0F: 3 clusters Score -1084428 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1086843.625000 Penalty: 4573.853516
	Iteration 1F: 3 clusters Score -1086844 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1087249.250000 Penalty: 4573.853516
	Iteration 2F: 3 clusters Score -1087249 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1087506.250000 Penalty: 4573.853516
	Iteration 3F: 3 clusters Score -1087506 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1087692.000000 Penalty: 4573.853516
	Iteration 4Q: 3 clusters Score -1087692 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1087841.000000 Penalty: 4573.853516
	Iteration 5Q: 3 clusters Score -1087841 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1087974.250000 Penalty: 4573.853516
	Iteration 6Q: 3 clusters Score -1087974 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1088129.500000 Penalty: 4573.853516
	Iteration 7Q: 3 clusters Score -1088130 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1088311.750000 Penalty: 4573.853516
	Iteration 8Q: 3 clusters Score -1088312 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1088521.000000 Penalty: 4573.853516
	Iteration 9Q: 3 clusters Score -1088521 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1088702.375000 Penalty: 4573.853516
	Iteration 10Q: 3 clusters Score -1088702 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1088915.125000 Penalty: 4573.853516
	Iteration 11Q: 3 clusters Score -1088915 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1089137.000000 Penalty: 4573.853516
	Iteration 12Q: 3 clusters Score -1089137 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1089330.250000 Penalty: 4573.853516
	Iteration 13Q: 3 clusters Score -1089330 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1089490.250000 Penalty: 4573.853516
	Iteration 14Q: 3 clusters Score -1089490 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1089660.000000 Penalty: 4573.853516
	Iteration 15Q: 3 clusters Score -1089660 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1089808.750000 Penalty: 4573.853516
	Iteration 16Q: 3 clusters Score -1089809 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1089920.000000 Penalty: 4573.853516
	Iteration 17Q: 3 clusters Score -1089920 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1090011.375000 Penalty: 4573.853516
	Iteration 18Q: 3 clusters Score -1090011 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1090078.000000 Penalty: 4573.853516
	Iteration 19Q: 3 clusters Score -1090078 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1090138.625000 Penalty: 4573.853516
	Iteration 20F: 3 clusters Score -1090139 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1090202.625000 Penalty: 4573.853516
	Iteration 21Q: 3 clusters Score -1090203 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1090273.000000 Penalty: 4573.853516
	Iteration 22Q: 3 clusters Score -1090273 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1090329.750000 Penalty: 4573.853516
	Iteration 23Q: 3 clusters Score -1090330 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1090371.375000 Penalty: 4573.853516
	Iteration 24Q: 3 clusters Score -1090371 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1090401.750000 Penalty: 4573.853516
	Iteration 25Q: 3 clusters Score -1090402 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1090425.750000 Penalty: 4573.853516
	Iteration 26Q: 3 clusters Score -1090426 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1090454.500000 Penalty: 4573.853516
	Iteration 27Q: 3 clusters Score -1090454 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1090482.750000 Penalty: 4573.853516
	Iteration 28Q: 3 clusters Score -1090483 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1090503.375000 Penalty: 4573.853516
	Iteration 29Q: 3 clusters Score -1090503 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1090519.750000 Penalty: 4573.853516
	Iteration 30Q: 3 clusters Score -1090520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1090541.000000 Penalty: 4573.853516
	Iteration 31Q: 3 clusters Score -1090541 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1090559.125000 Penalty: 4573.853516
	Iteration 32Q: 3 clusters Score -1090559 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1090575.625000 Penalty: 4573.853516
	Iteration 33Q: 3 clusters Score -1090576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1090589.625000 Penalty: 4573.853516
	Iteration 34Q: 3 clusters Score -1090590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1090604.625000 Penalty: 4573.853516
	Iteration 35Q: 3 clusters Score -1090605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1090622.875000 Penalty: 4573.853516
	Iteration 36Q: 3 clusters Score -1090623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1090642.750000 Penalty: 4573.853516
	Iteration 37Q: 3 clusters Score -1090643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1090656.375000 Penalty: 4573.853516
	Iteration 38Q: 3 clusters Score -1090656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1090671.750000 Penalty: 4573.853516
	Iteration 39Q: 3 clusters Score -1090672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1090688.750000 Penalty: 4573.853516
	Iteration 40F: 3 clusters Score -1090689 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1090714.375000 Penalty: 4573.853516
	Iteration 41Q: 3 clusters Score -1090714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1090728.125000 Penalty: 4573.853516
	Iteration 42Q: 3 clusters Score -1090728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1090745.750000 Penalty: 4573.853516
	Iteration 43Q: 3 clusters Score -1090746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1090763.250000 Penalty: 4573.853516
	Iteration 44Q: 3 clusters Score -1090763 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1090777.875000 Penalty: 4573.853516
	Iteration 45Q: 3 clusters Score -1090778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1090796.500000 Penalty: 4573.853516
	Iteration 46Q: 3 clusters Score -1090796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1090815.250000 Penalty: 4573.853516
	Iteration 47Q: 3 clusters Score -1090815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1090830.125000 Penalty: 4573.853516
	Iteration 48Q: 3 clusters Score -1090830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1090843.500000 Penalty: 4573.853516
	Iteration 49Q: 3 clusters Score -1090844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1090849.875000 Penalty: 4573.853516
	Iteration 50Q: 3 clusters Score -1090850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1090855.125000 Penalty: 4573.853516
	Iteration 51Q: 3 clusters Score -1090855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1090858.500000 Penalty: 4573.853516
	Iteration 52Q: 3 clusters Score -1090858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1090865.250000 Penalty: 4573.853516
	Iteration 53Q: 3 clusters Score -1090865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1090869.250000 Penalty: 4573.853516
	Iteration 54Q: 3 clusters Score -1090869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1090874.625000 Penalty: 4573.853516
	Iteration 55Q: 3 clusters Score -1090875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1090879.750000 Penalty: 4573.853516
	Iteration 56Q: 3 clusters Score -1090880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1090888.375000 Penalty: 4573.853516
	Iteration 57Q: 3 clusters Score -1090888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1090894.250000 Penalty: 4573.853516
	Iteration 58Q: 3 clusters Score -1090894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1090898.500000 Penalty: 4573.853516
	Iteration 59Q: 3 clusters Score -1090898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1090908.375000 Penalty: 4573.853516
	Iteration 60F: 3 clusters Score -1090908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1090917.500000 Penalty: 4573.853516
	Iteration 61Q: 3 clusters Score -1090918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1090927.875000 Penalty: 4573.853516
	Iteration 62Q: 3 clusters Score -1090928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1090938.750000 Penalty: 4573.853516
	Iteration 63Q: 3 clusters Score -1090939 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1090947.000000 Penalty: 4573.853516
	Iteration 64Q: 3 clusters Score -1090947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1090953.375000 Penalty: 4573.853516
	Iteration 65Q: 3 clusters Score -1090953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1090958.750000 Penalty: 4573.853516
	Iteration 66Q: 3 clusters Score -1090959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1090958.250000 Penalty: 4573.853516
	Iteration 67Q: 3 clusters Score -1090958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1090963.750000 Penalty: 4573.853516
	Iteration 68Q: 3 clusters Score -1090964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1090966.000000 Penalty: 4573.853516
	Iteration 69Q: 3 clusters Score -1090966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1090969.750000 Penalty: 4573.853516
	Iteration 70Q: 3 clusters Score -1090970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1090968.625000 Penalty: 4573.853516
	Iteration 71Q: 3 clusters Score -1090969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1090969.625000 Penalty: 4573.853516
	Iteration 72Q: 3 clusters Score -1090970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1090970.625000 Penalty: 4573.853516
	Iteration 73Q: 3 clusters Score -1090971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1090967.625000 Penalty: 4573.853516
	Iteration 74Q: 3 clusters Score -1090968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1090968.750000 Penalty: 4573.853516
	Iteration 75Q: 3 clusters Score -1090969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1090967.875000 Penalty: 4573.853516
	Iteration 76Q: 3 clusters Score -1090968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1090965.500000 Penalty: 4573.853516
	Iteration 77Q: 3 clusters Score -1090966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1090966.000000 Penalty: 4573.853516
	Iteration 78Q: 3 clusters Score -1090966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1090966.000000 Penalty: 4573.853516
	Iteration 79F: 3 clusters Score -1090966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -372073.156250 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -372073.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -369220.843750 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -369220.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -369957.218750 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -369957.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -370419.625000 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -370419.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -370958.781250 Penalty: 3849.614258
	Iteration 3F: 3 clusters Score -370958.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -371342.562500 Penalty: 3849.614258
	Iteration 4F: 3 clusters Score -371342.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -371545.750000 Penalty: 3849.614258
	Iteration 5F: 3 clusters Score -371545.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -371694.312500 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -371694.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -371785.406250 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -371785.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -371844.093750 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -371844.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -371896.062500 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -371896.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -371937.625000 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -371937.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -371964.937500 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -371964.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -371980.500000 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -371980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -371986.468750 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -371986.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -371986.937500 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -371986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -371986.937500 Penalty: 3849.614258
	Iteration 15F: 3 clusters Score -371986.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -65081.281250 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -65081.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63485.453125 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -63485.45 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64097.718750 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -64097.72 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64418.062500 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -64418.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64613.757812 Penalty: 3247.205566
	Iteration 3F: 3 clusters Score -64613.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64757.910156 Penalty: 3247.205566
	Iteration 4Q: 3 clusters Score -64757.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64836.417969 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -64836.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64933.144531 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -64933.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -65026.238281 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -65026.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65071.730469 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -65071.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65103.117188 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -65103.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -65134.683594 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -65134.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65162.347656 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -65162.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -65193.910156 Penalty: 3247.205566
	Iteration 12Q: 3 clusters Score -65193.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65206.378906 Penalty: 3247.205566
	Iteration 13Q: 3 clusters Score -65206.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65212.230469 Penalty: 3247.205566
	Iteration 14Q: 3 clusters Score -65212.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65225.289062 Penalty: 3247.205566
	Iteration 15Q: 3 clusters Score -65225.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65232.667969 Penalty: 3247.205566
	Iteration 16Q: 3 clusters Score -65232.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65233.906250 Penalty: 3247.205566
	Iteration 17Q: 3 clusters Score -65233.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65233.906250 Penalty: 3247.205566
	Iteration 18F: 3 clusters Score -65233.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 330 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 367 members 
Entering Unmasked Estep 
Score: -154541696.000000 Penalty: 293480.187500
Splitting cluster 63 changes total score from -154543520.000000 to -154541696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -204902.500000 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -204902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -202458.234375 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -202458.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -202922.109375 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -202922.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -203061.531250 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -203061.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -203154.781250 Penalty: 3713.916016
	Iteration 3Q: 3 clusters Score -203154.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -203222.734375 Penalty: 3713.916016
	Iteration 4Q: 3 clusters Score -203222.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -203266.125000 Penalty: 3713.916016
	Iteration 5Q: 3 clusters Score -203266.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -203304.656250 Penalty: 3713.916016
	Iteration 6Q: 3 clusters Score -203304.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -203361.296875 Penalty: 3713.916016
	Iteration 7Q: 3 clusters Score -203361.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -203420.093750 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -203420.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -203490.125000 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -203490.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -203577.140625 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -203577.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -203683.921875 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -203683.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -203813.281250 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -203813.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -203961.890625 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -203961.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -204097.671875 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -204097.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -204208.453125 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -204208.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -204345.328125 Penalty: 3713.916016
	Iteration 16Q: 3 clusters Score -204345.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -204459.828125 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -204459.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -204529.593750 Penalty: 3713.916016
	Iteration 18Q: 3 clusters Score -204529.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -204574.421875 Penalty: 3713.916016
	Iteration 19Q: 3 clusters Score -204574.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -204597.125000 Penalty: 3713.916016
	Iteration 20F: 3 clusters Score -204597.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -204615.656250 Penalty: 3713.916016
	Iteration 21Q: 3 clusters Score -204615.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -204626.343750 Penalty: 3713.916016
	Iteration 22Q: 3 clusters Score -204626.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -204641.765625 Penalty: 3713.916016
	Iteration 23Q: 3 clusters Score -204641.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -204654.890625 Penalty: 3713.916016
	Iteration 24Q: 3 clusters Score -204654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -204661.562500 Penalty: 3713.916016
	Iteration 25Q: 3 clusters Score -204661.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -204663.703125 Penalty: 3713.916016
	Iteration 26Q: 3 clusters Score -204663.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -204667.093750 Penalty: 3713.916016
	Iteration 27Q: 3 clusters Score -204667.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -204667.593750 Penalty: 3713.916016
	Iteration 28Q: 3 clusters Score -204667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -204668.000000 Penalty: 3713.916016
	Iteration 29Q: 3 clusters Score -204668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -204668.000000 Penalty: 3713.916016
	Iteration 30F: 3 clusters Score -204668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -336356.156250 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -336356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -333221.750000 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -333221.8 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -333869.437500 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -333869.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -334049.218750 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -334049.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -334165.593750 Penalty: 3943.274414
	Iteration 3F: 3 clusters Score -334165.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -334243.906250 Penalty: 3943.274414
	Iteration 4Q: 3 clusters Score -334243.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -334308.125000 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -334308.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -334341.406250 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -334341.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -334362.468750 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -334362.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -334383.468750 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -334383.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -334399.343750 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -334399.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -334419.375000 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -334419.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -334442.000000 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -334442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -334459.593750 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -334459.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -334471.125000 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -334471.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -334481.531250 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -334481.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -334496.156250 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -334496.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -334506.531250 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -334506.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -334515.562500 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -334515.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -334522.125000 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -334522.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -334529.218750 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -334529.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -334534.781250 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -334534.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -334542.625000 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -334542.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -334554.000000 Penalty: 3943.274414
	Iteration 22Q: 3 clusters Score -334554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -334563.187500 Penalty: 3943.274414
	Iteration 23Q: 3 clusters Score -334563.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -334567.375000 Penalty: 3943.274414
	Iteration 24Q: 3 clusters Score -334567.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -334577.750000 Penalty: 3943.274414
	Iteration 25Q: 3 clusters Score -334577.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -334586.218750 Penalty: 3943.274414
	Iteration 26Q: 3 clusters Score -334586.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -334594.437500 Penalty: 3943.274414
	Iteration 27Q: 3 clusters Score -334594.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -334600.406250 Penalty: 3943.274414
	Iteration 28Q: 3 clusters Score -334600.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -334606.593750 Penalty: 3943.274414
	Iteration 29Q: 3 clusters Score -334606.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -334611.187500 Penalty: 3943.274414
	Iteration 30Q: 3 clusters Score -334611.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -334615.125000 Penalty: 3943.274414
	Iteration 31Q: 3 clusters Score -334615.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -334621.218750 Penalty: 3943.274414
	Iteration 32Q: 3 clusters Score -334621.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -334623.875000 Penalty: 3943.274414
	Iteration 33Q: 3 clusters Score -334623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -334625.656250 Penalty: 3943.274414
	Iteration 34Q: 3 clusters Score -334625.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -334628.937500 Penalty: 3943.274414
	Iteration 35Q: 3 clusters Score -334628.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -334632.406250 Penalty: 3943.274414
	Iteration 36Q: 3 clusters Score -334632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -334634.343750 Penalty: 3943.274414
	Iteration 37Q: 3 clusters Score -334634.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -334638.218750 Penalty: 3943.274414
	Iteration 38Q: 3 clusters Score -334638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -334639.781250 Penalty: 3943.274414
	Iteration 39Q: 3 clusters Score -334639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -334642.593750 Penalty: 3943.274414
	Iteration 40F: 3 clusters Score -334642.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -334646.906250 Penalty: 3943.274414
	Iteration 41Q: 3 clusters Score -334646.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -334651.500000 Penalty: 3943.274414
	Iteration 42Q: 3 clusters Score -334651.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -334651.968750 Penalty: 3943.274414
	Iteration 43Q: 3 clusters Score -334652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -334652.718750 Penalty: 3943.274414
	Iteration 44Q: 3 clusters Score -334652.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -334654.843750 Penalty: 3943.274414
	Iteration 45Q: 3 clusters Score -334654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -334658.343750 Penalty: 3943.274414
	Iteration 46Q: 3 clusters Score -334658.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -334661.031250 Penalty: 3943.274414
	Iteration 47Q: 3 clusters Score -334661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -334662.750000 Penalty: 3943.274414
	Iteration 48Q: 3 clusters Score -334662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -334663.375000 Penalty: 3943.274414
	Iteration 49Q: 3 clusters Score -334663.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -334663.843750 Penalty: 3943.274414
	Iteration 50Q: 3 clusters Score -334663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -334663.843750 Penalty: 3943.274414
	Iteration 51F: 3 clusters Score -334663.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Entering Unmasked Estep 
Score: -843312.375000 Penalty: 2219.474854
	Iteration 0F: 2 clusters Score -843312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -837061.062500 Penalty: 4438.949707
	Iteration 0F: 3 clusters Score -837061.1 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -838992.312500 Penalty: 4438.949707
	Iteration 1F: 3 clusters Score -838992.3 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -839510.375000 Penalty: 4438.949707
	Iteration 2F: 3 clusters Score -839510.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -839878.625000 Penalty: 4438.949707
	Iteration 3F: 3 clusters Score -839878.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -840145.125000 Penalty: 4438.949707
	Iteration 4F: 3 clusters Score -840145.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -840341.437500 Penalty: 4438.949707
	Iteration 5Q: 3 clusters Score -840341.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -840510.812500 Penalty: 4438.949707
	Iteration 6Q: 3 clusters Score -840510.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -840644.750000 Penalty: 4438.949707
	Iteration 7Q: 3 clusters Score -840644.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -840742.812500 Penalty: 4438.949707
	Iteration 8Q: 3 clusters Score -840742.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -840814.250000 Penalty: 4438.949707
	Iteration 9Q: 3 clusters Score -840814.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -840862.687500 Penalty: 4438.949707
	Iteration 10Q: 3 clusters Score -840862.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -840904.437500 Penalty: 4438.949707
	Iteration 11Q: 3 clusters Score -840904.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -840938.875000 Penalty: 4438.949707
	Iteration 12Q: 3 clusters Score -840938.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -840973.562500 Penalty: 4438.949707
	Iteration 13Q: 3 clusters Score -840973.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -841005.875000 Penalty: 4438.949707
	Iteration 14Q: 3 clusters Score -841005.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -841032.937500 Penalty: 4438.949707
	Iteration 15Q: 3 clusters Score -841032.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -841059.875000 Penalty: 4438.949707
	Iteration 16Q: 3 clusters Score -841059.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -841088.437500 Penalty: 4438.949707
	Iteration 17Q: 3 clusters Score -841088.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -841114.437500 Penalty: 4438.949707
	Iteration 18Q: 3 clusters Score -841114.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -841138.500000 Penalty: 4438.949707
	Iteration 19Q: 3 clusters Score -841138.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -841158.625000 Penalty: 4438.949707
	Iteration 20F: 3 clusters Score -841158.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -841179.500000 Penalty: 4438.949707
	Iteration 21Q: 3 clusters Score -841179.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -841193.375000 Penalty: 4438.949707
	Iteration 22Q: 3 clusters Score -841193.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -841209.937500 Penalty: 4438.949707
	Iteration 23Q: 3 clusters Score -841209.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -841221.812500 Penalty: 4438.949707
	Iteration 24Q: 3 clusters Score -841221.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -841233.187500 Penalty: 4438.949707
	Iteration 25Q: 3 clusters Score -841233.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -841246.062500 Penalty: 4438.949707
	Iteration 26Q: 3 clusters Score -841246.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -841256.125000 Penalty: 4438.949707
	Iteration 27Q: 3 clusters Score -841256.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -841264.937500 Penalty: 4438.949707
	Iteration 28Q: 3 clusters Score -841264.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -841279.437500 Penalty: 4438.949707
	Iteration 29Q: 3 clusters Score -841279.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -841293.875000 Penalty: 4438.949707
	Iteration 30Q: 3 clusters Score -841293.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -841311.000000 Penalty: 4438.949707
	Iteration 31Q: 3 clusters Score -841311 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -841329.187500 Penalty: 4438.949707
	Iteration 32Q: 3 clusters Score -841329.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -841342.000000 Penalty: 4438.949707
	Iteration 33Q: 3 clusters Score -841342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -841356.875000 Penalty: 4438.949707
	Iteration 34Q: 3 clusters Score -841356.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -841371.937500 Penalty: 4438.949707
	Iteration 35Q: 3 clusters Score -841371.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -841382.500000 Penalty: 4438.949707
	Iteration 36Q: 3 clusters Score -841382.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -841386.937500 Penalty: 4438.949707
	Iteration 37Q: 3 clusters Score -841386.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -841392.875000 Penalty: 4438.949707
	Iteration 38Q: 3 clusters Score -841392.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -841398.187500 Penalty: 4438.949707
	Iteration 39Q: 3 clusters Score -841398.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -841404.125000 Penalty: 4438.949707
	Iteration 40F: 3 clusters Score -841404.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -841407.062500 Penalty: 4438.949707
	Iteration 41Q: 3 clusters Score -841407.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -841411.312500 Penalty: 4438.949707
	Iteration 42Q: 3 clusters Score -841411.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -841420.937500 Penalty: 4438.949707
	Iteration 43Q: 3 clusters Score -841420.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -841430.250000 Penalty: 4438.949707
	Iteration 44Q: 3 clusters Score -841430.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -841443.437500 Penalty: 4438.949707
	Iteration 45Q: 3 clusters Score -841443.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -841458.125000 Penalty: 4438.949707
	Iteration 46Q: 3 clusters Score -841458.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -841475.437500 Penalty: 4438.949707
	Iteration 47Q: 3 clusters Score -841475.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -841495.375000 Penalty: 4438.949707
	Iteration 48Q: 3 clusters Score -841495.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -841514.500000 Penalty: 4438.949707
	Iteration 49Q: 3 clusters Score -841514.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -841531.812500 Penalty: 4438.949707
	Iteration 50Q: 3 clusters Score -841531.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -841548.250000 Penalty: 4438.949707
	Iteration 51Q: 3 clusters Score -841548.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -841563.625000 Penalty: 4438.949707
	Iteration 52Q: 3 clusters Score -841563.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -841578.437500 Penalty: 4438.949707
	Iteration 53Q: 3 clusters Score -841578.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -841589.375000 Penalty: 4438.949707
	Iteration 54Q: 3 clusters Score -841589.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -841608.000000 Penalty: 4438.949707
	Iteration 55Q: 3 clusters Score -841608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -841624.062500 Penalty: 4438.949707
	Iteration 56Q: 3 clusters Score -841624.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -841635.312500 Penalty: 4438.949707
	Iteration 57Q: 3 clusters Score -841635.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -841644.250000 Penalty: 4438.949707
	Iteration 58Q: 3 clusters Score -841644.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -841653.437500 Penalty: 4438.949707
	Iteration 59Q: 3 clusters Score -841653.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -841658.500000 Penalty: 4438.949707
	Iteration 60F: 3 clusters Score -841658.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -841664.875000 Penalty: 4438.949707
	Iteration 61Q: 3 clusters Score -841664.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -841672.062500 Penalty: 4438.949707
	Iteration 62Q: 3 clusters Score -841672.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -841678.437500 Penalty: 4438.949707
	Iteration 63Q: 3 clusters Score -841678.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -841685.250000 Penalty: 4438.949707
	Iteration 64Q: 3 clusters Score -841685.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -841692.312500 Penalty: 4438.949707
	Iteration 65Q: 3 clusters Score -841692.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -841700.000000 Penalty: 4438.949707
	Iteration 66Q: 3 clusters Score -841700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -841706.312500 Penalty: 4438.949707
	Iteration 67Q: 3 clusters Score -841706.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -841713.187500 Penalty: 4438.949707
	Iteration 68Q: 3 clusters Score -841713.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -841719.312500 Penalty: 4438.949707
	Iteration 69Q: 3 clusters Score -841719.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -841728.062500 Penalty: 4438.949707
	Iteration 70Q: 3 clusters Score -841728.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -841732.500000 Penalty: 4438.949707
	Iteration 71Q: 3 clusters Score -841732.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -841736.937500 Penalty: 4438.949707
	Iteration 72Q: 3 clusters Score -841736.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -841741.500000 Penalty: 4438.949707
	Iteration 73Q: 3 clusters Score -841741.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -841747.625000 Penalty: 4438.949707
	Iteration 74Q: 3 clusters Score -841747.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -841751.312500 Penalty: 4438.949707
	Iteration 75Q: 3 clusters Score -841751.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -841755.187500 Penalty: 4438.949707
	Iteration 76Q: 3 clusters Score -841755.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -841761.437500 Penalty: 4438.949707
	Iteration 77Q: 3 clusters Score -841761.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -841764.000000 Penalty: 4438.949707
	Iteration 78Q: 3 clusters Score -841764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -841766.500000 Penalty: 4438.949707
	Iteration 79Q: 3 clusters Score -841766.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -841767.937500 Penalty: 4438.949707
	Iteration 80F: 3 clusters Score -841767.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -841769.125000 Penalty: 4438.949707
	Iteration 81Q: 3 clusters Score -841769.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -841768.500000 Penalty: 4438.949707
	Iteration 82Q: 3 clusters Score -841768.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -841772.750000 Penalty: 4438.949707
	Iteration 83Q: 3 clusters Score -841772.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -841775.250000 Penalty: 4438.949707
	Iteration 84Q: 3 clusters Score -841775.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -841776.562500 Penalty: 4438.949707
	Iteration 85Q: 3 clusters Score -841776.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -841779.187500 Penalty: 4438.949707
	Iteration 86Q: 3 clusters Score -841779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -841779.062500 Penalty: 4438.949707
	Iteration 87Q: 3 clusters Score -841779.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -841780.312500 Penalty: 4438.949707
	Iteration 88Q: 3 clusters Score -841780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -841782.625000 Penalty: 4438.949707
	Iteration 89Q: 3 clusters Score -841782.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -841781.000000 Penalty: 4438.949707
	Iteration 90Q: 3 clusters Score -841781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -841781.750000 Penalty: 4438.949707
	Iteration 91Q: 3 clusters Score -841781.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -841784.750000 Penalty: 4438.949707
	Iteration 92Q: 3 clusters Score -841784.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -841788.062500 Penalty: 4438.949707
	Iteration 93Q: 3 clusters Score -841788.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -841789.687500 Penalty: 4438.949707
	Iteration 94Q: 3 clusters Score -841789.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -841795.937500 Penalty: 4438.949707
	Iteration 95Q: 3 clusters Score -841795.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -841800.750000 Penalty: 4438.949707
	Iteration 96Q: 3 clusters Score -841800.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -841807.500000 Penalty: 4438.949707
	Iteration 97Q: 3 clusters Score -841807.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -841816.625000 Penalty: 4438.949707
	Iteration 98Q: 3 clusters Score -841816.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -841820.500000 Penalty: 4438.949707
	Iteration 99Q: 3 clusters Score -841820.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -841826.375000 Penalty: 4438.949707
	Iteration 100F: 3 clusters Score -841826.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -841831.812500 Penalty: 4438.949707
	Iteration 101Q: 3 clusters Score -841831.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -841838.312500 Penalty: 4438.949707
	Iteration 102Q: 3 clusters Score -841838.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -841845.937500 Penalty: 4438.949707
	Iteration 103Q: 3 clusters Score -841845.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -841855.875000 Penalty: 4438.949707
	Iteration 104Q: 3 clusters Score -841855.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -841862.187500 Penalty: 4438.949707
	Iteration 105Q: 3 clusters Score -841862.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -841872.687500 Penalty: 4438.949707
	Iteration 106Q: 3 clusters Score -841872.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -841879.250000 Penalty: 4438.949707
	Iteration 107Q: 3 clusters Score -841879.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -841886.687500 Penalty: 4438.949707
	Iteration 108Q: 3 clusters Score -841886.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -841891.312500 Penalty: 4438.949707
	Iteration 109Q: 3 clusters Score -841891.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -841898.000000 Penalty: 4438.949707
	Iteration 110Q: 3 clusters Score -841898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -841904.437500 Penalty: 4438.949707
	Iteration 111Q: 3 clusters Score -841904.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -841908.500000 Penalty: 4438.949707
	Iteration 112Q: 3 clusters Score -841908.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -841911.250000 Penalty: 4438.949707
	Iteration 113Q: 3 clusters Score -841911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -841911.437500 Penalty: 4438.949707
	Iteration 114Q: 3 clusters Score -841911.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -841910.562500 Penalty: 4438.949707
	Iteration 115Q: 3 clusters Score -841910.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -841916.062500 Penalty: 4438.949707
	Iteration 116Q: 3 clusters Score -841916.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -841917.625000 Penalty: 4438.949707
	Iteration 117Q: 3 clusters Score -841917.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -841921.000000 Penalty: 4438.949707
	Iteration 118Q: 3 clusters Score -841921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -841923.937500 Penalty: 4438.949707
	Iteration 119Q: 3 clusters Score -841923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -841925.125000 Penalty: 4438.949707
	Iteration 120F: 3 clusters Score -841925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -841925.187500 Penalty: 4438.949707
	Iteration 121Q: 3 clusters Score -841925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -841924.687500 Penalty: 4438.949707
	Iteration 122Q: 3 clusters Score -841924.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -841925.375000 Penalty: 4438.949707
	Iteration 123Q: 3 clusters Score -841925.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -841928.312500 Penalty: 4438.949707
	Iteration 124Q: 3 clusters Score -841928.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -841931.250000 Penalty: 4438.949707
	Iteration 125Q: 3 clusters Score -841931.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -841934.312500 Penalty: 4438.949707
	Iteration 126Q: 3 clusters Score -841934.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -841935.500000 Penalty: 4438.949707
	Iteration 127Q: 3 clusters Score -841935.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -841935.500000 Penalty: 4438.949707
	Iteration 128Q: 3 clusters Score -841935.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -841936.375000 Penalty: 4438.949707
	Iteration 129Q: 3 clusters Score -841936.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -841937.687500 Penalty: 4438.949707
	Iteration 130Q: 3 clusters Score -841937.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -841942.500000 Penalty: 4438.949707
	Iteration 131Q: 3 clusters Score -841942.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -841942.437500 Penalty: 4438.949707
	Iteration 132Q: 3 clusters Score -841942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -841942.062500 Penalty: 4438.949707
	Iteration 133Q: 3 clusters Score -841942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -841943.125000 Penalty: 4438.949707
	Iteration 134Q: 3 clusters Score -841943.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -841943.125000 Penalty: 4438.949707
	Iteration 135F: 3 clusters Score -841943.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (6890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Entering Unmasked Estep 
Score: -814440.062500 Penalty: 2191.781006
	Iteration 0F: 2 clusters Score -814440.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -808822.750000 Penalty: 4383.562012
	Iteration 0F: 3 clusters Score -808822.8 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -810422.812500 Penalty: 4383.562012
	Iteration 1F: 3 clusters Score -810422.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -810842.625000 Penalty: 4383.562012
	Iteration 2F: 3 clusters Score -810842.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -811258.875000 Penalty: 4383.562012
	Iteration 3F: 3 clusters Score -811258.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -811690.250000 Penalty: 4383.562012
	Iteration 4F: 3 clusters Score -811690.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -812015.000000 Penalty: 4383.562012
	Iteration 5F: 3 clusters Score -812015 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -812230.562500 Penalty: 4383.562012
	Iteration 6Q: 3 clusters Score -812230.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -812406.750000 Penalty: 4383.562012
	Iteration 7Q: 3 clusters Score -812406.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -812577.937500 Penalty: 4383.562012
	Iteration 8Q: 3 clusters Score -812577.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -812741.562500 Penalty: 4383.562012
	Iteration 9Q: 3 clusters Score -812741.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -812915.437500 Penalty: 4383.562012
	Iteration 10Q: 3 clusters Score -812915.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -813108.687500 Penalty: 4383.562012
	Iteration 11Q: 3 clusters Score -813108.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -813286.125000 Penalty: 4383.562012
	Iteration 12Q: 3 clusters Score -813286.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -813432.562500 Penalty: 4383.562012
	Iteration 13Q: 3 clusters Score -813432.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -813525.875000 Penalty: 4383.562012
	Iteration 14Q: 3 clusters Score -813525.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -813605.500000 Penalty: 4383.562012
	Iteration 15Q: 3 clusters Score -813605.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -813664.437500 Penalty: 4383.562012
	Iteration 16Q: 3 clusters Score -813664.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -813718.875000 Penalty: 4383.562012
	Iteration 17Q: 3 clusters Score -813718.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -813762.937500 Penalty: 4383.562012
	Iteration 18Q: 3 clusters Score -813762.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -813800.250000 Penalty: 4383.562012
	Iteration 19Q: 3 clusters Score -813800.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -813824.625000 Penalty: 4383.562012
	Iteration 20F: 3 clusters Score -813824.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -813846.312500 Penalty: 4383.562012
	Iteration 21Q: 3 clusters Score -813846.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -813855.875000 Penalty: 4383.562012
	Iteration 22Q: 3 clusters Score -813855.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -813860.062500 Penalty: 4383.562012
	Iteration 23Q: 3 clusters Score -813860.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -813865.750000 Penalty: 4383.562012
	Iteration 24Q: 3 clusters Score -813865.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -813871.000000 Penalty: 4383.562012
	Iteration 25Q: 3 clusters Score -813871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -813873.312500 Penalty: 4383.562012
	Iteration 26Q: 3 clusters Score -813873.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -813874.750000 Penalty: 4383.562012
	Iteration 27Q: 3 clusters Score -813874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -813875.687500 Penalty: 4383.562012
	Iteration 28Q: 3 clusters Score -813875.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -813876.187500 Penalty: 4383.562012
	Iteration 29Q: 3 clusters Score -813876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -813876.562500 Penalty: 4383.562012
	Iteration 30Q: 3 clusters Score -813876.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -813876.750000 Penalty: 4383.562012
	Iteration 31Q: 3 clusters Score -813876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -813876.750000 Penalty: 4383.562012
	Iteration 32F: 3 clusters Score -813876.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -771365.937500 Penalty: 2173.988525
	Iteration 0F: 2 clusters Score -771365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -766017.937500 Penalty: 4347.977051
	Iteration 0F: 3 clusters Score -766017.9 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -767402.875000 Penalty: 4347.977051
	Iteration 1F: 3 clusters Score -767402.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -767660.000000 Penalty: 4347.977051
	Iteration 2F: 3 clusters Score -767660 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -767818.250000 Penalty: 4347.977051
	Iteration 3F: 3 clusters Score -767818.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -767921.875000 Penalty: 4347.977051
	Iteration 4Q: 3 clusters Score -767921.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -768010.000000 Penalty: 4347.977051
	Iteration 5Q: 3 clusters Score -768010 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -768094.500000 Penalty: 4347.977051
	Iteration 6Q: 3 clusters Score -768094.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -768186.062500 Penalty: 4347.977051
	Iteration 7Q: 3 clusters Score -768186.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -768283.000000 Penalty: 4347.977051
	Iteration 8Q: 3 clusters Score -768283 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -768397.500000 Penalty: 4347.977051
	Iteration 9Q: 3 clusters Score -768397.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -768498.187500 Penalty: 4347.977051
	Iteration 10Q: 3 clusters Score -768498.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -768588.000000 Penalty: 4347.977051
	Iteration 11Q: 3 clusters Score -768588 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -768650.562500 Penalty: 4347.977051
	Iteration 12Q: 3 clusters Score -768650.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -768725.125000 Penalty: 4347.977051
	Iteration 13Q: 3 clusters Score -768725.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -768789.875000 Penalty: 4347.977051
	Iteration 14Q: 3 clusters Score -768789.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -768857.875000 Penalty: 4347.977051
	Iteration 15Q: 3 clusters Score -768857.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -768926.500000 Penalty: 4347.977051
	Iteration 16Q: 3 clusters Score -768926.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -768987.500000 Penalty: 4347.977051
	Iteration 17Q: 3 clusters Score -768987.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -769041.500000 Penalty: 4347.977051
	Iteration 18Q: 3 clusters Score -769041.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -769086.937500 Penalty: 4347.977051
	Iteration 19Q: 3 clusters Score -769086.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -769117.125000 Penalty: 4347.977051
	Iteration 20F: 3 clusters Score -769117.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -769141.750000 Penalty: 4347.977051
	Iteration 21Q: 3 clusters Score -769141.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -769167.687500 Penalty: 4347.977051
	Iteration 22Q: 3 clusters Score -769167.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -769195.937500 Penalty: 4347.977051
	Iteration 23Q: 3 clusters Score -769195.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -769225.187500 Penalty: 4347.977051
	Iteration 24Q: 3 clusters Score -769225.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -769260.750000 Penalty: 4347.977051
	Iteration 25Q: 3 clusters Score -769260.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -769292.187500 Penalty: 4347.977051
	Iteration 26Q: 3 clusters Score -769292.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -769341.000000 Penalty: 4347.977051
	Iteration 27Q: 3 clusters Score -769341 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -769399.437500 Penalty: 4347.977051
	Iteration 28Q: 3 clusters Score -769399.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -769447.062500 Penalty: 4347.977051
	Iteration 29Q: 3 clusters Score -769447.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -769500.875000 Penalty: 4347.977051
	Iteration 30Q: 3 clusters Score -769500.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -769540.437500 Penalty: 4347.977051
	Iteration 31Q: 3 clusters Score -769540.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -769582.937500 Penalty: 4347.977051
	Iteration 32Q: 3 clusters Score -769582.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -769621.375000 Penalty: 4347.977051
	Iteration 33Q: 3 clusters Score -769621.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -769651.312500 Penalty: 4347.977051
	Iteration 34Q: 3 clusters Score -769651.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -769668.687500 Penalty: 4347.977051
	Iteration 35Q: 3 clusters Score -769668.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -769683.562500 Penalty: 4347.977051
	Iteration 36Q: 3 clusters Score -769683.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -769700.375000 Penalty: 4347.977051
	Iteration 37Q: 3 clusters Score -769700.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -769711.187500 Penalty: 4347.977051
	Iteration 38Q: 3 clusters Score -769711.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -769718.937500 Penalty: 4347.977051
	Iteration 39Q: 3 clusters Score -769718.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -769729.187500 Penalty: 4347.977051
	Iteration 40F: 3 clusters Score -769729.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -769730.937500 Penalty: 4347.977051
	Iteration 41Q: 3 clusters Score -769730.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -769734.187500 Penalty: 4347.977051
	Iteration 42Q: 3 clusters Score -769734.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -769736.625000 Penalty: 4347.977051
	Iteration 43Q: 3 clusters Score -769736.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -769742.562500 Penalty: 4347.977051
	Iteration 44Q: 3 clusters Score -769742.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -769743.875000 Penalty: 4347.977051
	Iteration 45Q: 3 clusters Score -769743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -769744.000000 Penalty: 4347.977051
	Iteration 46Q: 3 clusters Score -769744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -769746.625000 Penalty: 4347.977051
	Iteration 47Q: 3 clusters Score -769746.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -769747.500000 Penalty: 4347.977051
	Iteration 48Q: 3 clusters Score -769747.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -769750.562500 Penalty: 4347.977051
	Iteration 49Q: 3 clusters Score -769750.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -769755.000000 Penalty: 4347.977051
	Iteration 50Q: 3 clusters Score -769755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -769755.687500 Penalty: 4347.977051
	Iteration 51Q: 3 clusters Score -769755.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -769757.687500 Penalty: 4347.977051
	Iteration 52Q: 3 clusters Score -769757.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -769759.937500 Penalty: 4347.977051
	Iteration 53Q: 3 clusters Score -769759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -769761.875000 Penalty: 4347.977051
	Iteration 54Q: 3 clusters Score -769761.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -769763.437500 Penalty: 4347.977051
	Iteration 55Q: 3 clusters Score -769763.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -769763.562500 Penalty: 4347.977051
	Iteration 56Q: 3 clusters Score -769763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -769764.625000 Penalty: 4347.977051
	Iteration 57Q: 3 clusters Score -769764.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -769765.250000 Penalty: 4347.977051
	Iteration 58Q: 3 clusters Score -769765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -769766.937500 Penalty: 4347.977051
	Iteration 59Q: 3 clusters Score -769766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -769770.062500 Penalty: 4347.977051
	Iteration 60F: 3 clusters Score -769770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -769769.687500 Penalty: 4347.977051
	Iteration 61Q: 3 clusters Score -769769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -769771.437500 Penalty: 4347.977051
	Iteration 62Q: 3 clusters Score -769771.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -769774.312500 Penalty: 4347.977051
	Iteration 63Q: 3 clusters Score -769774.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -769775.687500 Penalty: 4347.977051
	Iteration 64Q: 3 clusters Score -769775.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -769778.625000 Penalty: 4347.977051
	Iteration 65Q: 3 clusters Score -769778.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -769781.312500 Penalty: 4347.977051
	Iteration 66Q: 3 clusters Score -769781.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -769786.500000 Penalty: 4347.977051
	Iteration 67Q: 3 clusters Score -769786.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -769792.875000 Penalty: 4347.977051
	Iteration 68Q: 3 clusters Score -769792.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -769797.875000 Penalty: 4347.977051
	Iteration 69Q: 3 clusters Score -769797.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -769801.062500 Penalty: 4347.977051
	Iteration 70Q: 3 clusters Score -769801.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -769801.187500 Penalty: 4347.977051
	Iteration 71Q: 3 clusters Score -769801.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -769802.125000 Penalty: 4347.977051
	Iteration 72Q: 3 clusters Score -769802.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -769803.000000 Penalty: 4347.977051
	Iteration 73Q: 3 clusters Score -769803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -769803.375000 Penalty: 4347.977051
	Iteration 74Q: 3 clusters Score -769803.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -769806.125000 Penalty: 4347.977051
	Iteration 75Q: 3 clusters Score -769806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -769804.625000 Penalty: 4347.977051
	Iteration 76Q: 3 clusters Score -769804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -769805.062500 Penalty: 4347.977051
	Iteration 77Q: 3 clusters Score -769805.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -769803.687500 Penalty: 4347.977051
	Iteration 78Q: 3 clusters Score -769803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -769806.812500 Penalty: 4347.977051
	Iteration 79Q: 3 clusters Score -769806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -769806.625000 Penalty: 4347.977051
	Iteration 80F: 3 clusters Score -769806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -769808.375000 Penalty: 4347.977051
	Iteration 81Q: 3 clusters Score -769808.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -769808.375000 Penalty: 4347.977051
	Iteration 82F: 3 clusters Score -769808.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -371756.593750 Penalty: 2033.943604
	Iteration 0F: 2 clusters Score -371756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -368151.843750 Penalty: 4067.887207
	Iteration 0F: 3 clusters Score -368151.8 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -369184.000000 Penalty: 4067.887207
	Iteration 1F: 3 clusters Score -369184 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -369492.375000 Penalty: 4067.887207
	Iteration 2F: 3 clusters Score -369492.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -369741.781250 Penalty: 4067.887207
	Iteration 3F: 3 clusters Score -369741.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -369959.031250 Penalty: 4067.887207
	Iteration 4F: 3 clusters Score -369959 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -370154.125000 Penalty: 4067.887207
	Iteration 5F: 3 clusters Score -370154.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -370317.218750 Penalty: 4067.887207
	Iteration 6Q: 3 clusters Score -370317.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -370479.125000 Penalty: 4067.887207
	Iteration 7Q: 3 clusters Score -370479.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -370607.218750 Penalty: 4067.887207
	Iteration 8Q: 3 clusters Score -370607.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -370687.875000 Penalty: 4067.887207
	Iteration 9Q: 3 clusters Score -370687.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -370756.062500 Penalty: 4067.887207
	Iteration 10Q: 3 clusters Score -370756.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -370805.625000 Penalty: 4067.887207
	Iteration 11Q: 3 clusters Score -370805.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -370836.718750 Penalty: 4067.887207
	Iteration 12Q: 3 clusters Score -370836.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -370861.687500 Penalty: 4067.887207
	Iteration 13Q: 3 clusters Score -370861.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -370886.500000 Penalty: 4067.887207
	Iteration 14Q: 3 clusters Score -370886.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -370897.687500 Penalty: 4067.887207
	Iteration 15Q: 3 clusters Score -370897.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -370906.937500 Penalty: 4067.887207
	Iteration 16Q: 3 clusters Score -370906.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -370914.875000 Penalty: 4067.887207
	Iteration 17Q: 3 clusters Score -370914.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -370917.906250 Penalty: 4067.887207
	Iteration 18Q: 3 clusters Score -370917.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -370921.781250 Penalty: 4067.887207
	Iteration 19Q: 3 clusters Score -370921.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -370923.718750 Penalty: 4067.887207
	Iteration 20F: 3 clusters Score -370923.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -370926.062500 Penalty: 4067.887207
	Iteration 21Q: 3 clusters Score -370926.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -370932.156250 Penalty: 4067.887207
	Iteration 22Q: 3 clusters Score -370932.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -370941.562500 Penalty: 4067.887207
	Iteration 23Q: 3 clusters Score -370941.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -370952.593750 Penalty: 4067.887207
	Iteration 24Q: 3 clusters Score -370952.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -370957.187500 Penalty: 4067.887207
	Iteration 25Q: 3 clusters Score -370957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -370957.593750 Penalty: 4067.887207
	Iteration 26Q: 3 clusters Score -370957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -370959.500000 Penalty: 4067.887207
	Iteration 27Q: 3 clusters Score -370959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -370960.156250 Penalty: 4067.887207
	Iteration 28Q: 3 clusters Score -370960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -370961.937500 Penalty: 4067.887207
	Iteration 29Q: 3 clusters Score -370961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -370963.437500 Penalty: 4067.887207
	Iteration 30Q: 3 clusters Score -370963.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -370963.312500 Penalty: 4067.887207
	Iteration 31Q: 3 clusters Score -370963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -370963.312500 Penalty: 4067.887207
	Iteration 32F: 3 clusters Score -370963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -61479.640625 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -61479.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60105.007812 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -60105.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60265.925781 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -60265.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60327.488281 Penalty: 2966.781494
	Iteration 2Q: 3 clusters Score -60327.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60360.382812 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -60360.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60381.093750 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -60381.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60398.835938 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -60398.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60404.062500 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -60404.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60404.062500 Penalty: 2966.781494
	Iteration 7F: 3 clusters Score -60404.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -777591.062500 Penalty: 2176.298096
	Iteration 0F: 2 clusters Score -777591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -772141.625000 Penalty: 4352.596191
	Iteration 0F: 3 clusters Score -772141.6 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -773530.062500 Penalty: 4352.596191
	Iteration 1F: 3 clusters Score -773530.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -773793.250000 Penalty: 4352.596191
	Iteration 2F: 3 clusters Score -773793.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -773984.250000 Penalty: 4352.596191
	Iteration 3Q: 3 clusters Score -773984.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -774157.562500 Penalty: 4352.596191
	Iteration 4Q: 3 clusters Score -774157.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -774318.437500 Penalty: 4352.596191
	Iteration 5Q: 3 clusters Score -774318.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -774501.312500 Penalty: 4352.596191
	Iteration 6Q: 3 clusters Score -774501.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -774739.375000 Penalty: 4352.596191
	Iteration 7Q: 3 clusters Score -774739.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -774978.312500 Penalty: 4352.596191
	Iteration 8Q: 3 clusters Score -774978.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -775248.437500 Penalty: 4352.596191
	Iteration 9Q: 3 clusters Score -775248.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -775512.812500 Penalty: 4352.596191
	Iteration 10Q: 3 clusters Score -775512.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -775721.437500 Penalty: 4352.596191
	Iteration 11Q: 3 clusters Score -775721.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -775884.125000 Penalty: 4352.596191
	Iteration 12Q: 3 clusters Score -775884.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -776005.062500 Penalty: 4352.596191
	Iteration 13Q: 3 clusters Score -776005.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -776141.312500 Penalty: 4352.596191
	Iteration 14Q: 3 clusters Score -776141.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -776303.187500 Penalty: 4352.596191
	Iteration 15Q: 3 clusters Score -776303.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -776474.062500 Penalty: 4352.596191
	Iteration 16Q: 3 clusters Score -776474.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -776614.875000 Penalty: 4352.596191
	Iteration 17Q: 3 clusters Score -776614.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -776695.375000 Penalty: 4352.596191
	Iteration 18Q: 3 clusters Score -776695.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -776727.312500 Penalty: 4352.596191
	Iteration 19Q: 3 clusters Score -776727.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -776739.687500 Penalty: 4352.596191
	Iteration 20F: 3 clusters Score -776739.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -776756.687500 Penalty: 4352.596191
	Iteration 21Q: 3 clusters Score -776756.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -776776.500000 Penalty: 4352.596191
	Iteration 22Q: 3 clusters Score -776776.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -776790.250000 Penalty: 4352.596191
	Iteration 23Q: 3 clusters Score -776790.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -776801.750000 Penalty: 4352.596191
	Iteration 24Q: 3 clusters Score -776801.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -776808.500000 Penalty: 4352.596191
	Iteration 25Q: 3 clusters Score -776808.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -776822.937500 Penalty: 4352.596191
	Iteration 26Q: 3 clusters Score -776822.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -776828.562500 Penalty: 4352.596191
	Iteration 27Q: 3 clusters Score -776828.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -776837.187500 Penalty: 4352.596191
	Iteration 28Q: 3 clusters Score -776837.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -776841.312500 Penalty: 4352.596191
	Iteration 29Q: 3 clusters Score -776841.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -776845.375000 Penalty: 4352.596191
	Iteration 30Q: 3 clusters Score -776845.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -776850.437500 Penalty: 4352.596191
	Iteration 31Q: 3 clusters Score -776850.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -776853.000000 Penalty: 4352.596191
	Iteration 32Q: 3 clusters Score -776853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -776858.437500 Penalty: 4352.596191
	Iteration 33Q: 3 clusters Score -776858.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -776859.250000 Penalty: 4352.596191
	Iteration 34Q: 3 clusters Score -776859.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -776861.812500 Penalty: 4352.596191
	Iteration 35Q: 3 clusters Score -776861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -776862.437500 Penalty: 4352.596191
	Iteration 36Q: 3 clusters Score -776862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -776863.625000 Penalty: 4352.596191
	Iteration 37Q: 3 clusters Score -776863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -776865.250000 Penalty: 4352.596191
	Iteration 38Q: 3 clusters Score -776865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -776863.375000 Penalty: 4352.596191
	Iteration 39Q: 3 clusters Score -776863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -776864.187500 Penalty: 4352.596191
	Iteration 40F: 3 clusters Score -776864.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -159081.875000 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -159081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -156856.781250 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -156856.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -157222.453125 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -157222.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -157355.125000 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -157355.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -157439.796875 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -157439.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -157496.328125 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -157496.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -157545.968750 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -157546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -157605.375000 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -157605.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -157636.171875 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -157636.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -157667.765625 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -157667.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -157694.609375 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -157694.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -157722.203125 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -157722.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -157746.921875 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -157746.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -157763.015625 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -157763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -157778.093750 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -157778.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -157794.062500 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -157794.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157815.281250 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -157815.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -157826.156250 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -157826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -157830.187500 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -157830.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -157840.359375 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -157840.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -157852.609375 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -157852.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -157861.828125 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -157861.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157870.578125 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -157870.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -157883.937500 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -157883.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -157899.593750 Penalty: 3592.782471
	Iteration 23Q: 3 clusters Score -157899.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -157910.703125 Penalty: 3592.782471
	Iteration 24Q: 3 clusters Score -157910.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -157923.171875 Penalty: 3592.782471
	Iteration 25Q: 3 clusters Score -157923.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -157934.375000 Penalty: 3592.782471
	Iteration 26Q: 3 clusters Score -157934.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -157942.953125 Penalty: 3592.782471
	Iteration 27Q: 3 clusters Score -157943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -157947.406250 Penalty: 3592.782471
	Iteration 28Q: 3 clusters Score -157947.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -157950.531250 Penalty: 3592.782471
	Iteration 29Q: 3 clusters Score -157950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -157951.750000 Penalty: 3592.782471
	Iteration 30Q: 3 clusters Score -157951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -157951.750000 Penalty: 3592.782471
	Iteration 31F: 3 clusters Score -157951.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Entering Unmasked Estep 
Score: -589754.812500 Penalty: 2037.723755
	Iteration 0F: 2 clusters Score -589754.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -586116.437500 Penalty: 4075.447510
	Iteration 0F: 3 clusters Score -586116.4 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -587374.187500 Penalty: 4075.447510
	Iteration 1F: 3 clusters Score -587374.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -587904.187500 Penalty: 4075.447510
	Iteration 2F: 3 clusters Score -587904.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -588291.187500 Penalty: 4075.447510
	Iteration 3F: 3 clusters Score -588291.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -588576.312500 Penalty: 4075.447510
	Iteration 4F: 3 clusters Score -588576.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -588791.437500 Penalty: 4075.447510
	Iteration 5F: 3 clusters Score -588791.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -588948.187500 Penalty: 4075.447510
	Iteration 6Q: 3 clusters Score -588948.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -589068.500000 Penalty: 4075.447510
	Iteration 7Q: 3 clusters Score -589068.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -589134.250000 Penalty: 4075.447510
	Iteration 8Q: 3 clusters Score -589134.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -589179.812500 Penalty: 4075.447510
	Iteration 9Q: 3 clusters Score -589179.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -589208.375000 Penalty: 4075.447510
	Iteration 10Q: 3 clusters Score -589208.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -589222.312500 Penalty: 4075.447510
	Iteration 11Q: 3 clusters Score -589222.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -589232.312500 Penalty: 4075.447510
	Iteration 12Q: 3 clusters Score -589232.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -589240.750000 Penalty: 4075.447510
	Iteration 13Q: 3 clusters Score -589240.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -589248.437500 Penalty: 4075.447510
	Iteration 14Q: 3 clusters Score -589248.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -589252.062500 Penalty: 4075.447510
	Iteration 15Q: 3 clusters Score -589252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -589252.687500 Penalty: 4075.447510
	Iteration 16Q: 3 clusters Score -589252.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -589257.500000 Penalty: 4075.447510
	Iteration 17Q: 3 clusters Score -589257.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -589262.062500 Penalty: 4075.447510
	Iteration 18Q: 3 clusters Score -589262.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -589266.562500 Penalty: 4075.447510
	Iteration 19Q: 3 clusters Score -589266.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -589269.812500 Penalty: 4075.447510
	Iteration 20F: 3 clusters Score -589269.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -589275.187500 Penalty: 4075.447510
	Iteration 21Q: 3 clusters Score -589275.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -589277.062500 Penalty: 4075.447510
	Iteration 22Q: 3 clusters Score -589277.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -589279.625000 Penalty: 4075.447510
	Iteration 23Q: 3 clusters Score -589279.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -589281.875000 Penalty: 4075.447510
	Iteration 24Q: 3 clusters Score -589281.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -589287.000000 Penalty: 4075.447510
	Iteration 25Q: 3 clusters Score -589287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -589290.375000 Penalty: 4075.447510
	Iteration 26Q: 3 clusters Score -589290.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -589291.937500 Penalty: 4075.447510
	Iteration 27Q: 3 clusters Score -589291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -589291.937500 Penalty: 4075.447510
	Iteration 28F: 3 clusters Score -589291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -233954.312500 Penalty: 1881.652954
	Iteration 0F: 2 clusters Score -233954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -231388.296875 Penalty: 3763.305908
	Iteration 0F: 3 clusters Score -231388.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -231814.046875 Penalty: 3763.305908
	Iteration 1F: 3 clusters Score -231814 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -231916.750000 Penalty: 3763.305908
	Iteration 2F: 3 clusters Score -231916.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -231972.921875 Penalty: 3763.305908
	Iteration 3Q: 3 clusters Score -231972.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -232018.781250 Penalty: 3763.305908
	Iteration 4Q: 3 clusters Score -232018.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -232035.140625 Penalty: 3763.305908
	Iteration 5Q: 3 clusters Score -232035.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -232046.609375 Penalty: 3763.305908
	Iteration 6Q: 3 clusters Score -232046.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -232059.843750 Penalty: 3763.305908
	Iteration 7Q: 3 clusters Score -232059.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -232071.640625 Penalty: 3763.305908
	Iteration 8Q: 3 clusters Score -232071.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -232081.812500 Penalty: 3763.305908
	Iteration 9Q: 3 clusters Score -232081.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -232088.625000 Penalty: 3763.305908
	Iteration 10Q: 3 clusters Score -232088.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -232094.187500 Penalty: 3763.305908
	Iteration 11Q: 3 clusters Score -232094.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -232102.453125 Penalty: 3763.305908
	Iteration 12Q: 3 clusters Score -232102.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -232109.109375 Penalty: 3763.305908
	Iteration 13Q: 3 clusters Score -232109.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -232114.203125 Penalty: 3763.305908
	Iteration 14Q: 3 clusters Score -232114.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -232123.218750 Penalty: 3763.305908
	Iteration 15Q: 3 clusters Score -232123.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -232135.046875 Penalty: 3763.305908
	Iteration 16Q: 3 clusters Score -232135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -232148.250000 Penalty: 3763.305908
	Iteration 17Q: 3 clusters Score -232148.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -232163.031250 Penalty: 3763.305908
	Iteration 18Q: 3 clusters Score -232163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -232180.109375 Penalty: 3763.305908
	Iteration 19Q: 3 clusters Score -232180.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -232192.125000 Penalty: 3763.305908
	Iteration 20F: 3 clusters Score -232192.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -232203.562500 Penalty: 3763.305908
	Iteration 21Q: 3 clusters Score -232203.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -232211.484375 Penalty: 3763.305908
	Iteration 22Q: 3 clusters Score -232211.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -232221.906250 Penalty: 3763.305908
	Iteration 23Q: 3 clusters Score -232221.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -232226.156250 Penalty: 3763.305908
	Iteration 24Q: 3 clusters Score -232226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -232233.593750 Penalty: 3763.305908
	Iteration 25Q: 3 clusters Score -232233.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -232245.859375 Penalty: 3763.305908
	Iteration 26Q: 3 clusters Score -232245.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -232252.906250 Penalty: 3763.305908
	Iteration 27Q: 3 clusters Score -232252.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -232259.359375 Penalty: 3763.305908
	Iteration 28Q: 3 clusters Score -232259.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -232263.796875 Penalty: 3763.305908
	Iteration 29Q: 3 clusters Score -232263.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -232266.625000 Penalty: 3763.305908
	Iteration 30Q: 3 clusters Score -232266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -232266.953125 Penalty: 3763.305908
	Iteration 31Q: 3 clusters Score -232267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -232266.953125 Penalty: 3763.305908
	Iteration 32F: 3 clusters Score -232267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -461991.062500 Penalty: 2049.498291
	Iteration 0F: 2 clusters Score -461991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -458201.468750 Penalty: 4098.996582
	Iteration 0F: 3 clusters Score -458201.5 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -459262.343750 Penalty: 4098.996582
	Iteration 1F: 3 clusters Score -459262.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -459611.656250 Penalty: 4098.996582
	Iteration 2F: 3 clusters Score -459611.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -459859.968750 Penalty: 4098.996582
	Iteration 3F: 3 clusters Score -459860 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -460035.875000 Penalty: 4098.996582
	Iteration 4F: 3 clusters Score -460035.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -460143.031250 Penalty: 4098.996582
	Iteration 5Q: 3 clusters Score -460143 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -460202.062500 Penalty: 4098.996582
	Iteration 6Q: 3 clusters Score -460202.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -460248.718750 Penalty: 4098.996582
	Iteration 7Q: 3 clusters Score -460248.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -460276.468750 Penalty: 4098.996582
	Iteration 8Q: 3 clusters Score -460276.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -460299.343750 Penalty: 4098.996582
	Iteration 9Q: 3 clusters Score -460299.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -460316.218750 Penalty: 4098.996582
	Iteration 10Q: 3 clusters Score -460316.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -460330.093750 Penalty: 4098.996582
	Iteration 11Q: 3 clusters Score -460330.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -460344.843750 Penalty: 4098.996582
	Iteration 12Q: 3 clusters Score -460344.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -460357.281250 Penalty: 4098.996582
	Iteration 13Q: 3 clusters Score -460357.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -460367.000000 Penalty: 4098.996582
	Iteration 14Q: 3 clusters Score -460367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -460376.187500 Penalty: 4098.996582
	Iteration 15Q: 3 clusters Score -460376.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -460380.875000 Penalty: 4098.996582
	Iteration 16Q: 3 clusters Score -460380.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -460381.718750 Penalty: 4098.996582
	Iteration 17Q: 3 clusters Score -460381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -460382.531250 Penalty: 4098.996582
	Iteration 18Q: 3 clusters Score -460382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -460384.250000 Penalty: 4098.996582
	Iteration 19Q: 3 clusters Score -460384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -460383.906250 Penalty: 4098.996582
	Iteration 20F: 3 clusters Score -460383.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -460383.875000 Penalty: 4098.996582
	Iteration 21Q: 3 clusters Score -460383.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -460384.593750 Penalty: 4098.996582
	Iteration 22Q: 3 clusters Score -460384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -460384.593750 Penalty: 4098.996582
	Iteration 23F: 3 clusters Score -460384.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (10663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Entering Unmasked Estep 
Score: -1294838.000000 Penalty: 2300.084717
	Iteration 0F: 2 clusters Score -1294838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1286827.000000 Penalty: 4600.169434
	Iteration 0F: 3 clusters Score -1286827 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1289161.500000 Penalty: 4600.169434
	Iteration 1F: 3 clusters Score -1289162 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1289395.375000 Penalty: 4600.169434
	Iteration 2F: 3 clusters Score -1289395 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1289553.500000 Penalty: 4600.169434
	Iteration 3Q: 3 clusters Score -1289554 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1289679.500000 Penalty: 4600.169434
	Iteration 4Q: 3 clusters Score -1289680 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1289771.500000 Penalty: 4600.169434
	Iteration 5Q: 3 clusters Score -1289772 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1289865.750000 Penalty: 4600.169434
	Iteration 6Q: 3 clusters Score -1289866 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1289962.000000 Penalty: 4600.169434
	Iteration 7Q: 3 clusters Score -1289962 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1290064.875000 Penalty: 4600.169434
	Iteration 8Q: 3 clusters Score -1290065 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1290193.625000 Penalty: 4600.169434
	Iteration 9Q: 3 clusters Score -1290194 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1290348.875000 Penalty: 4600.169434
	Iteration 10Q: 3 clusters Score -1290349 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1290559.375000 Penalty: 4600.169434
	Iteration 11Q: 3 clusters Score -1290559 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1290809.750000 Penalty: 4600.169434
	Iteration 12Q: 3 clusters Score -1290810 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1291055.000000 Penalty: 4600.169434
	Iteration 13Q: 3 clusters Score -1291055 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1291293.500000 Penalty: 4600.169434
	Iteration 14Q: 3 clusters Score -1291294 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1291510.375000 Penalty: 4600.169434
	Iteration 15Q: 3 clusters Score -1291510 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1291666.750000 Penalty: 4600.169434
	Iteration 16Q: 3 clusters Score -1291667 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1291802.500000 Penalty: 4600.169434
	Iteration 17Q: 3 clusters Score -1291802 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1291919.750000 Penalty: 4600.169434
	Iteration 18Q: 3 clusters Score -1291920 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1292023.375000 Penalty: 4600.169434
	Iteration 19Q: 3 clusters Score -1292023 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1292113.000000 Penalty: 4600.169434
	Iteration 20F: 3 clusters Score -1292113 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1292190.875000 Penalty: 4600.169434
	Iteration 21Q: 3 clusters Score -1292191 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1292268.000000 Penalty: 4600.169434
	Iteration 22Q: 3 clusters Score -1292268 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1292329.250000 Penalty: 4600.169434
	Iteration 23Q: 3 clusters Score -1292329 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1292415.750000 Penalty: 4600.169434
	Iteration 24Q: 3 clusters Score -1292416 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1292498.000000 Penalty: 4600.169434
	Iteration 25Q: 3 clusters Score -1292498 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1292575.375000 Penalty: 4600.169434
	Iteration 26Q: 3 clusters Score -1292575 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1292656.375000 Penalty: 4600.169434
	Iteration 27Q: 3 clusters Score -1292656 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1292716.875000 Penalty: 4600.169434
	Iteration 28Q: 3 clusters Score -1292717 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1292767.875000 Penalty: 4600.169434
	Iteration 29Q: 3 clusters Score -1292768 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1292809.000000 Penalty: 4600.169434
	Iteration 30Q: 3 clusters Score -1292809 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1292839.000000 Penalty: 4600.169434
	Iteration 31Q: 3 clusters Score -1292839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1292857.750000 Penalty: 4600.169434
	Iteration 32Q: 3 clusters Score -1292858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1292878.625000 Penalty: 4600.169434
	Iteration 33Q: 3 clusters Score -1292879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1292900.750000 Penalty: 4600.169434
	Iteration 34Q: 3 clusters Score -1292901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1292917.750000 Penalty: 4600.169434
	Iteration 35Q: 3 clusters Score -1292918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1292935.625000 Penalty: 4600.169434
	Iteration 36Q: 3 clusters Score -1292936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1292947.750000 Penalty: 4600.169434
	Iteration 37Q: 3 clusters Score -1292948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1292962.500000 Penalty: 4600.169434
	Iteration 38Q: 3 clusters Score -1292962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1292967.125000 Penalty: 4600.169434
	Iteration 39Q: 3 clusters Score -1292967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1292975.375000 Penalty: 4600.169434
	Iteration 40F: 3 clusters Score -1292975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1292980.750000 Penalty: 4600.169434
	Iteration 41Q: 3 clusters Score -1292981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1292983.125000 Penalty: 4600.169434
	Iteration 42Q: 3 clusters Score -1292983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1292988.875000 Penalty: 4600.169434
	Iteration 43Q: 3 clusters Score -1292989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1292992.000000 Penalty: 4600.169434
	Iteration 44Q: 3 clusters Score -1292992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1292995.875000 Penalty: 4600.169434
	Iteration 45Q: 3 clusters Score -1292996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1292999.000000 Penalty: 4600.169434
	Iteration 46Q: 3 clusters Score -1292999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1293000.750000 Penalty: 4600.169434
	Iteration 47Q: 3 clusters Score -1293001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1293003.000000 Penalty: 4600.169434
	Iteration 48Q: 3 clusters Score -1293003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1293005.750000 Penalty: 4600.169434
	Iteration 49Q: 3 clusters Score -1293006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1293010.750000 Penalty: 4600.169434
	Iteration 50Q: 3 clusters Score -1293011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1293018.250000 Penalty: 4600.169434
	Iteration 51Q: 3 clusters Score -1293018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1293025.875000 Penalty: 4600.169434
	Iteration 52Q: 3 clusters Score -1293026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1293029.250000 Penalty: 4600.169434
	Iteration 53Q: 3 clusters Score -1293029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1293030.500000 Penalty: 4600.169434
	Iteration 54Q: 3 clusters Score -1293030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1293033.125000 Penalty: 4600.169434
	Iteration 55Q: 3 clusters Score -1293033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1293035.500000 Penalty: 4600.169434
	Iteration 56Q: 3 clusters Score -1293036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1293035.750000 Penalty: 4600.169434
	Iteration 57Q: 3 clusters Score -1293036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1293035.875000 Penalty: 4600.169434
	Iteration 58Q: 3 clusters Score -1293036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1293037.875000 Penalty: 4600.169434
	Iteration 59Q: 3 clusters Score -1293038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1293038.250000 Penalty: 4600.169434
	Iteration 60F: 3 clusters Score -1293038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1293037.500000 Penalty: 4600.169434
	Iteration 61Q: 3 clusters Score -1293038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1293038.125000 Penalty: 4600.169434
	Iteration 62Q: 3 clusters Score -1293038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1293038.125000 Penalty: 4600.169434
	Iteration 63F: 3 clusters Score -1293038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (6894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Entering Unmasked Estep 
Score: -818300.125000 Penalty: 2191.924805
	Iteration 0F: 2 clusters Score -818300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -812547.750000 Penalty: 4383.849609
	Iteration 0F: 3 clusters Score -812547.8 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -814060.937500 Penalty: 4383.849609
	Iteration 1F: 3 clusters Score -814060.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -814324.687500 Penalty: 4383.849609
	Iteration 2F: 3 clusters Score -814324.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -814553.125000 Penalty: 4383.849609
	Iteration 3F: 3 clusters Score -814553.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -814802.937500 Penalty: 4383.849609
	Iteration 4Q: 3 clusters Score -814802.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -815103.562500 Penalty: 4383.849609
	Iteration 5F: 3 clusters Score -815103.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -815354.500000 Penalty: 4383.849609
	Iteration 6F: 3 clusters Score -815354.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -815566.687500 Penalty: 4383.849609
	Iteration 7Q: 3 clusters Score -815566.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -815746.312500 Penalty: 4383.849609
	Iteration 8Q: 3 clusters Score -815746.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -815912.937500 Penalty: 4383.849609
	Iteration 9Q: 3 clusters Score -815912.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -816070.562500 Penalty: 4383.849609
	Iteration 10Q: 3 clusters Score -816070.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -816200.625000 Penalty: 4383.849609
	Iteration 11Q: 3 clusters Score -816200.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -816312.750000 Penalty: 4383.849609
	Iteration 12Q: 3 clusters Score -816312.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -816415.625000 Penalty: 4383.849609
	Iteration 13Q: 3 clusters Score -816415.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -816517.187500 Penalty: 4383.849609
	Iteration 14Q: 3 clusters Score -816517.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -816614.437500 Penalty: 4383.849609
	Iteration 15Q: 3 clusters Score -816614.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -816704.437500 Penalty: 4383.849609
	Iteration 16Q: 3 clusters Score -816704.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -816787.125000 Penalty: 4383.849609
	Iteration 17Q: 3 clusters Score -816787.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -816867.000000 Penalty: 4383.849609
	Iteration 18Q: 3 clusters Score -816867 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -816953.125000 Penalty: 4383.849609
	Iteration 19Q: 3 clusters Score -816953.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -817020.312500 Penalty: 4383.849609
	Iteration 20F: 3 clusters Score -817020.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -817072.625000 Penalty: 4383.849609
	Iteration 21Q: 3 clusters Score -817072.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -817126.250000 Penalty: 4383.849609
	Iteration 22Q: 3 clusters Score -817126.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -817159.312500 Penalty: 4383.849609
	Iteration 23Q: 3 clusters Score -817159.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -817178.750000 Penalty: 4383.849609
	Iteration 24Q: 3 clusters Score -817178.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -817188.687500 Penalty: 4383.849609
	Iteration 25Q: 3 clusters Score -817188.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -817193.250000 Penalty: 4383.849609
	Iteration 26Q: 3 clusters Score -817193.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -817198.750000 Penalty: 4383.849609
	Iteration 27Q: 3 clusters Score -817198.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -817200.500000 Penalty: 4383.849609
	Iteration 28Q: 3 clusters Score -817200.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -817200.312500 Penalty: 4383.849609
	Iteration 29Q: 3 clusters Score -817200.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -817200.250000 Penalty: 4383.849609
	Iteration 30Q: 3 clusters Score -817200.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -817201.625000 Penalty: 4383.849609
	Iteration 31Q: 3 clusters Score -817201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -817203.000000 Penalty: 4383.849609
	Iteration 32Q: 3 clusters Score -817203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -817203.937500 Penalty: 4383.849609
	Iteration 33Q: 3 clusters Score -817203.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -817203.750000 Penalty: 4383.849609
	Iteration 34Q: 3 clusters Score -817203.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -817203.750000 Penalty: 4383.849609
	Iteration 35F: 3 clusters Score -817203.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Entering Unmasked Estep 
Score: -621247.687500 Penalty: 2120.507568
	Iteration 0F: 2 clusters Score -621247.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -616645.562500 Penalty: 4241.015137
	Iteration 0F: 3 clusters Score -616645.6 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -617744.375000 Penalty: 4241.015137
	Iteration 1F: 3 clusters Score -617744.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -617937.125000 Penalty: 4241.015137
	Iteration 2F: 3 clusters Score -617937.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -618067.437500 Penalty: 4241.015137
	Iteration 3Q: 3 clusters Score -618067.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -618165.375000 Penalty: 4241.015137
	Iteration 4Q: 3 clusters Score -618165.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -618237.062500 Penalty: 4241.015137
	Iteration 5Q: 3 clusters Score -618237.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -618280.812500 Penalty: 4241.015137
	Iteration 6Q: 3 clusters Score -618280.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -618318.937500 Penalty: 4241.015137
	Iteration 7Q: 3 clusters Score -618318.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -618349.625000 Penalty: 4241.015137
	Iteration 8Q: 3 clusters Score -618349.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -618385.875000 Penalty: 4241.015137
	Iteration 9Q: 3 clusters Score -618385.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -618418.687500 Penalty: 4241.015137
	Iteration 10Q: 3 clusters Score -618418.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -618444.875000 Penalty: 4241.015137
	Iteration 11Q: 3 clusters Score -618444.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -618479.250000 Penalty: 4241.015137
	Iteration 12Q: 3 clusters Score -618479.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -618509.000000 Penalty: 4241.015137
	Iteration 13Q: 3 clusters Score -618509 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -618541.375000 Penalty: 4241.015137
	Iteration 14Q: 3 clusters Score -618541.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -618582.125000 Penalty: 4241.015137
	Iteration 15Q: 3 clusters Score -618582.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -618633.000000 Penalty: 4241.015137
	Iteration 16Q: 3 clusters Score -618633 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -618685.312500 Penalty: 4241.015137
	Iteration 17Q: 3 clusters Score -618685.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -618747.250000 Penalty: 4241.015137
	Iteration 18Q: 3 clusters Score -618747.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -618824.250000 Penalty: 4241.015137
	Iteration 19Q: 3 clusters Score -618824.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -618921.062500 Penalty: 4241.015137
	Iteration 20F: 3 clusters Score -618921.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -619005.562500 Penalty: 4241.015137
	Iteration 21Q: 3 clusters Score -619005.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -619077.375000 Penalty: 4241.015137
	Iteration 22Q: 3 clusters Score -619077.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -619136.625000 Penalty: 4241.015137
	Iteration 23Q: 3 clusters Score -619136.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -619200.000000 Penalty: 4241.015137
	Iteration 24Q: 3 clusters Score -619200 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -619271.875000 Penalty: 4241.015137
	Iteration 25Q: 3 clusters Score -619271.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -619337.375000 Penalty: 4241.015137
	Iteration 26Q: 3 clusters Score -619337.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -619399.375000 Penalty: 4241.015137
	Iteration 27Q: 3 clusters Score -619399.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -619471.500000 Penalty: 4241.015137
	Iteration 28Q: 3 clusters Score -619471.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -619534.937500 Penalty: 4241.015137
	Iteration 29Q: 3 clusters Score -619534.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -619594.500000 Penalty: 4241.015137
	Iteration 30Q: 3 clusters Score -619594.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -619638.875000 Penalty: 4241.015137
	Iteration 31Q: 3 clusters Score -619638.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -619671.250000 Penalty: 4241.015137
	Iteration 32Q: 3 clusters Score -619671.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -619699.875000 Penalty: 4241.015137
	Iteration 33Q: 3 clusters Score -619699.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -619722.625000 Penalty: 4241.015137
	Iteration 34Q: 3 clusters Score -619722.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -619741.812500 Penalty: 4241.015137
	Iteration 35Q: 3 clusters Score -619741.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -619762.562500 Penalty: 4241.015137
	Iteration 36Q: 3 clusters Score -619762.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -619780.812500 Penalty: 4241.015137
	Iteration 37Q: 3 clusters Score -619780.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -619797.812500 Penalty: 4241.015137
	Iteration 38Q: 3 clusters Score -619797.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -619818.437500 Penalty: 4241.015137
	Iteration 39Q: 3 clusters Score -619818.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -619838.562500 Penalty: 4241.015137
	Iteration 40F: 3 clusters Score -619838.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -619855.437500 Penalty: 4241.015137
	Iteration 41Q: 3 clusters Score -619855.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -619864.625000 Penalty: 4241.015137
	Iteration 42Q: 3 clusters Score -619864.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -619872.500000 Penalty: 4241.015137
	Iteration 43Q: 3 clusters Score -619872.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -619880.625000 Penalty: 4241.015137
	Iteration 44Q: 3 clusters Score -619880.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -619884.500000 Penalty: 4241.015137
	Iteration 45Q: 3 clusters Score -619884.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -619886.937500 Penalty: 4241.015137
	Iteration 46Q: 3 clusters Score -619886.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -619890.187500 Penalty: 4241.015137
	Iteration 47Q: 3 clusters Score -619890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -619891.812500 Penalty: 4241.015137
	Iteration 48Q: 3 clusters Score -619891.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -619893.500000 Penalty: 4241.015137
	Iteration 49Q: 3 clusters Score -619893.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -619896.250000 Penalty: 4241.015137
	Iteration 50Q: 3 clusters Score -619896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -619897.500000 Penalty: 4241.015137
	Iteration 51Q: 3 clusters Score -619897.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -619901.500000 Penalty: 4241.015137
	Iteration 52Q: 3 clusters Score -619901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -619902.750000 Penalty: 4241.015137
	Iteration 53Q: 3 clusters Score -619902.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -619902.125000 Penalty: 4241.015137
	Iteration 54Q: 3 clusters Score -619902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -619904.687500 Penalty: 4241.015137
	Iteration 55Q: 3 clusters Score -619904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -619905.437500 Penalty: 4241.015137
	Iteration 56Q: 3 clusters Score -619905.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -619905.437500 Penalty: 4241.015137
	Iteration 57F: 3 clusters Score -619905.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (21109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Entering Unmasked Estep 
Score: -2629357.500000 Penalty: 2469.448730
	Iteration 0F: 2 clusters Score -2629358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2614586.250000 Penalty: 4938.897461
	Iteration 0F: 3 clusters Score -2614586 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2619675.000000 Penalty: 4938.897461
	Iteration 1F: 3 clusters Score -2619675 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2620063.250000 Penalty: 4938.897461
	Iteration 2F: 3 clusters Score -2620063 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2620472.500000 Penalty: 4938.897461
	Iteration 3Q: 3 clusters Score -2620472 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2620862.500000 Penalty: 4938.897461
	Iteration 4Q: 3 clusters Score -2620862 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2621336.750000 Penalty: 4938.897461
	Iteration 5Q: 3 clusters Score -2621337 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2621956.500000 Penalty: 4938.897461
	Iteration 6F: 3 clusters Score -2621956 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2622741.000000 Penalty: 4938.897461
	Iteration 7F: 3 clusters Score -2622741 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2623752.000000 Penalty: 4938.897461
	Iteration 8F: 3 clusters Score -2623752 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2624895.000000 Penalty: 4938.897461
	Iteration 9F: 3 clusters Score -2624895 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2625876.500000 Penalty: 4938.897461
	Iteration 10F: 3 clusters Score -2625876 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2626484.000000 Penalty: 4938.897461
	Iteration 11Q: 3 clusters Score -2626484 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2626831.250000 Penalty: 4938.897461
	Iteration 12Q: 3 clusters Score -2626831 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2627006.250000 Penalty: 4938.897461
	Iteration 13Q: 3 clusters Score -2627006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2627101.500000 Penalty: 4938.897461
	Iteration 14Q: 3 clusters Score -2627102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2627151.750000 Penalty: 4938.897461
	Iteration 15Q: 3 clusters Score -2627152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2627192.250000 Penalty: 4938.897461
	Iteration 16Q: 3 clusters Score -2627192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2627205.500000 Penalty: 4938.897461
	Iteration 17Q: 3 clusters Score -2627206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2627218.750000 Penalty: 4938.897461
	Iteration 18Q: 3 clusters Score -2627219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2627227.000000 Penalty: 4938.897461
	Iteration 19Q: 3 clusters Score -2627227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2627233.750000 Penalty: 4938.897461
	Iteration 20F: 3 clusters Score -2627234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2627236.750000 Penalty: 4938.897461
	Iteration 21Q: 3 clusters Score -2627237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2627241.750000 Penalty: 4938.897461
	Iteration 22Q: 3 clusters Score -2627242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2627246.000000 Penalty: 4938.897461
	Iteration 23Q: 3 clusters Score -2627246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2627246.750000 Penalty: 4938.897461
	Iteration 24Q: 3 clusters Score -2627247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2627253.250000 Penalty: 4938.897461
	Iteration 25Q: 3 clusters Score -2627253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2627256.250000 Penalty: 4938.897461
	Iteration 26Q: 3 clusters Score -2627256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2627259.000000 Penalty: 4938.897461
	Iteration 27Q: 3 clusters Score -2627259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2627268.250000 Penalty: 4938.897461
	Iteration 28Q: 3 clusters Score -2627268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2627268.000000 Penalty: 4938.897461
	Iteration 29Q: 3 clusters Score -2627268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2627268.500000 Penalty: 4938.897461
	Iteration 30Q: 3 clusters Score -2627268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2627272.250000 Penalty: 4938.897461
	Iteration 31Q: 3 clusters Score -2627272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2627275.000000 Penalty: 4938.897461
	Iteration 32Q: 3 clusters Score -2627275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2627276.000000 Penalty: 4938.897461
	Iteration 33Q: 3 clusters Score -2627276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2627276.000000 Penalty: 4938.897461
	Iteration 34F: 3 clusters Score -2627276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (33475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Entering Unmasked Estep 
Score: -3998862.500000 Penalty: 2583.801514
	Iteration 0F: 2 clusters Score -3998862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3976029.500000 Penalty: 5167.603027
	Iteration 0F: 3 clusters Score -3976030 nChanged 15230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3984720.250000 Penalty: 5167.603027
	Iteration 1F: 3 clusters Score -3984720 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3985458.500000 Penalty: 5167.603027
	Iteration 2F: 3 clusters Score -3985458 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3986168.500000 Penalty: 5167.603027
	Iteration 3F: 3 clusters Score -3986168 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3987011.750000 Penalty: 5167.603027
	Iteration 4F: 3 clusters Score -3987012 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3987943.000000 Penalty: 5167.603027
	Iteration 5F: 3 clusters Score -3987943 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3988945.000000 Penalty: 5167.603027
	Iteration 6F: 3 clusters Score -3988945 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3990053.250000 Penalty: 5167.603027
	Iteration 7F: 3 clusters Score -3990053 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3991198.000000 Penalty: 5167.603027
	Iteration 8F: 3 clusters Score -3991198 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3992100.750000 Penalty: 5167.603027
	Iteration 9Q: 3 clusters Score -3992101 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3992727.500000 Penalty: 5167.603027
	Iteration 10Q: 3 clusters Score -3992728 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3993114.250000 Penalty: 5167.603027
	Iteration 11Q: 3 clusters Score -3993114 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3993337.500000 Penalty: 5167.603027
	Iteration 12Q: 3 clusters Score -3993338 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3993490.000000 Penalty: 5167.603027
	Iteration 13Q: 3 clusters Score -3993490 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3993612.250000 Penalty: 5167.603027
	Iteration 14Q: 3 clusters Score -3993612 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3993704.250000 Penalty: 5167.603027
	Iteration 15Q: 3 clusters Score -3993704 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3993787.000000 Penalty: 5167.603027
	Iteration 16Q: 3 clusters Score -3993787 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3993889.500000 Penalty: 5167.603027
	Iteration 17Q: 3 clusters Score -3993890 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3993997.500000 Penalty: 5167.603027
	Iteration 18Q: 3 clusters Score -3993998 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3994095.750000 Penalty: 5167.603027
	Iteration 19Q: 3 clusters Score -3994096 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3994187.000000 Penalty: 5167.603027
	Iteration 20F: 3 clusters Score -3994187 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3994282.500000 Penalty: 5167.603027
	Iteration 21Q: 3 clusters Score -3994282 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3994390.250000 Penalty: 5167.603027
	Iteration 22Q: 3 clusters Score -3994390 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3994476.500000 Penalty: 5167.603027
	Iteration 23Q: 3 clusters Score -3994476 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3994559.250000 Penalty: 5167.603027
	Iteration 24Q: 3 clusters Score -3994559 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -3994643.000000 Penalty: 5167.603027
	Iteration 25Q: 3 clusters Score -3994643 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3994708.500000 Penalty: 5167.603027
	Iteration 26Q: 3 clusters Score -3994708 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3994791.250000 Penalty: 5167.603027
	Iteration 27Q: 3 clusters Score -3994791 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3994844.000000 Penalty: 5167.603027
	Iteration 28Q: 3 clusters Score -3994844 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3994905.250000 Penalty: 5167.603027
	Iteration 29Q: 3 clusters Score -3994905 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3994959.750000 Penalty: 5167.603027
	Iteration 30Q: 3 clusters Score -3994960 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3994990.500000 Penalty: 5167.603027
	Iteration 31Q: 3 clusters Score -3994990 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3995029.500000 Penalty: 5167.603027
	Iteration 32Q: 3 clusters Score -3995030 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3995068.500000 Penalty: 5167.603027
	Iteration 33Q: 3 clusters Score -3995068 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -3995083.500000 Penalty: 5167.603027
	Iteration 34Q: 3 clusters Score -3995084 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3995103.750000 Penalty: 5167.603027
	Iteration 35Q: 3 clusters Score -3995104 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3995109.750000 Penalty: 5167.603027
	Iteration 36Q: 3 clusters Score -3995110 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3995126.000000 Penalty: 5167.603027
	Iteration 37Q: 3 clusters Score -3995126 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -3995131.000000 Penalty: 5167.603027
	Iteration 38Q: 3 clusters Score -3995131 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3995142.250000 Penalty: 5167.603027
	Iteration 39Q: 3 clusters Score -3995142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3995139.750000 Penalty: 5167.603027
	Iteration 40F: 3 clusters Score -3995140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3995142.250000 Penalty: 5167.603027
	Iteration 41Q: 3 clusters Score -3995142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3995158.000000 Penalty: 5167.603027
	Iteration 42Q: 3 clusters Score -3995158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3995174.000000 Penalty: 5167.603027
	Iteration 43Q: 3 clusters Score -3995174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3995181.250000 Penalty: 5167.603027
	Iteration 44Q: 3 clusters Score -3995181 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3995187.250000 Penalty: 5167.603027
	Iteration 45Q: 3 clusters Score -3995187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3995187.000000 Penalty: 5167.603027
	Iteration 46Q: 3 clusters Score -3995187 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -3995190.000000 Penalty: 5167.603027
	Iteration 47Q: 3 clusters Score -3995190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3995192.250000 Penalty: 5167.603027
	Iteration 48Q: 3 clusters Score -3995192 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3995192.500000 Penalty: 5167.603027
	Iteration 49Q: 3 clusters Score -3995192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -3995199.250000 Penalty: 5167.603027
	Iteration 50Q: 3 clusters Score -3995199 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3995211.750000 Penalty: 5167.603027
	Iteration 51Q: 3 clusters Score -3995212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3995208.750000 Penalty: 5167.603027
	Iteration 52Q: 3 clusters Score -3995209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3995207.250000 Penalty: 5167.603027
	Iteration 53Q: 3 clusters Score -3995207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3995203.000000 Penalty: 5167.603027
	Iteration 54Q: 3 clusters Score -3995203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3995196.500000 Penalty: 5167.603027
	Iteration 55Q: 3 clusters Score -3995196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3995205.500000 Penalty: 5167.603027
	Iteration 56Q: 3 clusters Score -3995206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3995209.000000 Penalty: 5167.603027
	Iteration 57Q: 3 clusters Score -3995209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3995205.250000 Penalty: 5167.603027
	Iteration 58Q: 3 clusters Score -3995205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3995214.500000 Penalty: 5167.603027
	Iteration 59Q: 3 clusters Score -3995214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3995223.250000 Penalty: 5167.603027
	Iteration 60F: 3 clusters Score -3995223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -3995231.000000 Penalty: 5167.603027
	Iteration 61Q: 3 clusters Score -3995231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3995236.750000 Penalty: 5167.603027
	Iteration 62Q: 3 clusters Score -3995237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3995235.250000 Penalty: 5167.603027
	Iteration 63Q: 3 clusters Score -3995235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3995243.000000 Penalty: 5167.603027
	Iteration 64Q: 3 clusters Score -3995243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3995247.500000 Penalty: 5167.603027
	Iteration 65Q: 3 clusters Score -3995248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -3995240.250000 Penalty: 5167.603027
	Iteration 66Q: 3 clusters Score -3995240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3995246.250000 Penalty: 5167.603027
	Iteration 67Q: 3 clusters Score -3995246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3995242.000000 Penalty: 5167.603027
	Iteration 68Q: 3 clusters Score -3995242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -3995235.500000 Penalty: 5167.603027
	Iteration 69Q: 3 clusters Score -3995236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3995231.750000 Penalty: 5167.603027
	Iteration 70Q: 3 clusters Score -3995232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3995236.750000 Penalty: 5167.603027
	Iteration 71Q: 3 clusters Score -3995237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3995236.000000 Penalty: 5167.603027
	Iteration 72Q: 3 clusters Score -3995236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3995242.000000 Penalty: 5167.603027
	Iteration 73Q: 3 clusters Score -3995242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3995239.000000 Penalty: 5167.603027
	Iteration 74Q: 3 clusters Score -3995239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3995240.250000 Penalty: 5167.603027
	Iteration 75Q: 3 clusters Score -3995240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3995237.750000 Penalty: 5167.603027
	Iteration 76Q: 3 clusters Score -3995238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3995240.250000 Penalty: 5167.603027
	Iteration 77Q: 3 clusters Score -3995240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3995239.750000 Penalty: 5167.603027
	Iteration 78Q: 3 clusters Score -3995240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3995237.750000 Penalty: 5167.603027
	Iteration 79Q: 3 clusters Score -3995238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3995238.750000 Penalty: 5167.603027
	Iteration 80F: 3 clusters Score -3995239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3995236.250000 Penalty: 5167.603027
	Iteration 81Q: 3 clusters Score -3995236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3995238.500000 Penalty: 5167.603027
	Iteration 82Q: 3 clusters Score -3995238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3995238.500000 Penalty: 5167.603027
	Iteration 83F: 3 clusters Score -3995238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -375993.437500 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -375993.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -373167.062500 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -373167.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -373887.718750 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -373887.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -374256.062500 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -374256.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -374477.062500 Penalty: 3852.562988
	Iteration 3F: 3 clusters Score -374477.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -374680.468750 Penalty: 3852.562988
	Iteration 4F: 3 clusters Score -374680.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -374821.468750 Penalty: 3852.562988
	Iteration 5F: 3 clusters Score -374821.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -374912.593750 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -374912.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -374978.718750 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -374978.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -375019.687500 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -375019.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -375048.062500 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -375048.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -375086.343750 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -375086.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -375111.250000 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -375111.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -375141.750000 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -375141.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -375183.406250 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -375183.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -375207.125000 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -375207.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -375220.750000 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -375220.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -375229.718750 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -375229.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -375238.937500 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -375238.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -375244.187500 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -375244.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -375250.062500 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -375250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -375252.562500 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -375252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -375253.156250 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -375253.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -375253.156250 Penalty: 3852.562988
	Iteration 22F: 3 clusters Score -375253.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -222274.109375 Penalty: 1869.414673
	Iteration 0F: 2 clusters Score -222274.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219690.765625 Penalty: 3738.829346
	Iteration 0F: 3 clusters Score -219690.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -220093.718750 Penalty: 3738.829346
	Iteration 1F: 3 clusters Score -220093.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -220229.656250 Penalty: 3738.829346
	Iteration 2F: 3 clusters Score -220229.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -220312.812500 Penalty: 3738.829346
	Iteration 3Q: 3 clusters Score -220312.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -220376.031250 Penalty: 3738.829346
	Iteration 4Q: 3 clusters Score -220376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -220420.781250 Penalty: 3738.829346
	Iteration 5Q: 3 clusters Score -220420.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -220445.781250 Penalty: 3738.829346
	Iteration 6Q: 3 clusters Score -220445.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -220468.328125 Penalty: 3738.829346
	Iteration 7Q: 3 clusters Score -220468.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -220492.250000 Penalty: 3738.829346
	Iteration 8Q: 3 clusters Score -220492.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -220513.593750 Penalty: 3738.829346
	Iteration 9Q: 3 clusters Score -220513.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -220533.671875 Penalty: 3738.829346
	Iteration 10Q: 3 clusters Score -220533.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -220555.015625 Penalty: 3738.829346
	Iteration 11Q: 3 clusters Score -220555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -220579.343750 Penalty: 3738.829346
	Iteration 12Q: 3 clusters Score -220579.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -220608.046875 Penalty: 3738.829346
	Iteration 13Q: 3 clusters Score -220608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -220631.140625 Penalty: 3738.829346
	Iteration 14Q: 3 clusters Score -220631.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -220655.171875 Penalty: 3738.829346
	Iteration 15Q: 3 clusters Score -220655.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -220678.984375 Penalty: 3738.829346
	Iteration 16Q: 3 clusters Score -220679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -220700.968750 Penalty: 3738.829346
	Iteration 17Q: 3 clusters Score -220701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -220720.671875 Penalty: 3738.829346
	Iteration 18Q: 3 clusters Score -220720.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -220735.312500 Penalty: 3738.829346
	Iteration 19Q: 3 clusters Score -220735.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -220755.375000 Penalty: 3738.829346
	Iteration 20F: 3 clusters Score -220755.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -220773.312500 Penalty: 3738.829346
	Iteration 21Q: 3 clusters Score -220773.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -220796.453125 Penalty: 3738.829346
	Iteration 22Q: 3 clusters Score -220796.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -220816.046875 Penalty: 3738.829346
	Iteration 23Q: 3 clusters Score -220816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -220841.625000 Penalty: 3738.829346
	Iteration 24Q: 3 clusters Score -220841.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -220865.375000 Penalty: 3738.829346
	Iteration 25Q: 3 clusters Score -220865.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -220884.125000 Penalty: 3738.829346
	Iteration 26Q: 3 clusters Score -220884.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -220897.921875 Penalty: 3738.829346
	Iteration 27Q: 3 clusters Score -220897.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -220910.828125 Penalty: 3738.829346
	Iteration 28Q: 3 clusters Score -220910.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -220919.984375 Penalty: 3738.829346
	Iteration 29Q: 3 clusters Score -220920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -220925.687500 Penalty: 3738.829346
	Iteration 30Q: 3 clusters Score -220925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -220929.968750 Penalty: 3738.829346
	Iteration 31Q: 3 clusters Score -220930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -220932.515625 Penalty: 3738.829346
	Iteration 32Q: 3 clusters Score -220932.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -220932.515625 Penalty: 3738.829346
	Iteration 33F: 3 clusters Score -220932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -105518.382812 Penalty: 1621.099487
	Iteration 0F: 2 clusters Score -105518.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -103854.109375 Penalty: 3242.198975
	Iteration 0F: 3 clusters Score -103854.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -104266.765625 Penalty: 3242.198975
	Iteration 1F: 3 clusters Score -104266.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -104467.828125 Penalty: 3242.198975
	Iteration 2F: 3 clusters Score -104467.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104830.703125 Penalty: 3242.198975
	Iteration 3F: 3 clusters Score -104830.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -105135.328125 Penalty: 3242.198975
	Iteration 4F: 3 clusters Score -105135.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105379.015625 Penalty: 3242.198975
	Iteration 5F: 3 clusters Score -105379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105443.828125 Penalty: 3242.198975
	Iteration 6Q: 3 clusters Score -105443.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105472.218750 Penalty: 3242.198975
	Iteration 7Q: 3 clusters Score -105472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -105491.117188 Penalty: 3242.198975
	Iteration 8Q: 3 clusters Score -105491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105502.398438 Penalty: 3242.198975
	Iteration 9Q: 3 clusters Score -105502.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -105508.437500 Penalty: 3242.198975
	Iteration 10Q: 3 clusters Score -105508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105511.359375 Penalty: 3242.198975
	Iteration 11Q: 3 clusters Score -105511.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105511.359375 Penalty: 3242.198975
	Iteration 12F: 3 clusters Score -105511.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 399Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 400F: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 401Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 402Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 403Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 404Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 405Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 406Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 407Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 408Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 409Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 410Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 411Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 412Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 413Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 414Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 415Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 416Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 417Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 418Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 419Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 420F: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 421Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 422Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 423Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 424Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 425Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 426Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 427Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 428Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 429Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 430Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 431Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 432Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 433Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 434Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 435Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 436Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 437Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 438Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering ConstructFrom: 
Score: -154543520.000000 Penalty: 289986.375000
Entering ConstructFrom: 
Trying to split cluster 1 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -941205.500000 Penalty: 2227.301270
	Iteration 0F: 2 clusters Score -941205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -934758.062500 Penalty: 4454.602539
	Iteration 0F: 3 clusters Score -934758.1 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -936521.875000 Penalty: 4454.602539
	Iteration 1F: 3 clusters Score -936521.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -936854.250000 Penalty: 4454.602539
	Iteration 2F: 3 clusters Score -936854.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -937124.937500 Penalty: 4454.602539
	Iteration 3F: 3 clusters Score -937124.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -937341.062500 Penalty: 4454.602539
	Iteration 4Q: 3 clusters Score -937341.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -937540.312500 Penalty: 4454.602539
	Iteration 5Q: 3 clusters Score -937540.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -937746.000000 Penalty: 4454.602539
	Iteration 6Q: 3 clusters Score -937746 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -937975.250000 Penalty: 4454.602539
	Iteration 7Q: 3 clusters Score -937975.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -938187.437500 Penalty: 4454.602539
	Iteration 8Q: 3 clusters Score -938187.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -938414.812500 Penalty: 4454.602539
	Iteration 9Q: 3 clusters Score -938414.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -938646.625000 Penalty: 4454.602539
	Iteration 10Q: 3 clusters Score -938646.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -938876.375000 Penalty: 4454.602539
	Iteration 11Q: 3 clusters Score -938876.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -939103.375000 Penalty: 4454.602539
	Iteration 12Q: 3 clusters Score -939103.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -939242.625000 Penalty: 4454.602539
	Iteration 13Q: 3 clusters Score -939242.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -939331.375000 Penalty: 4454.602539
	Iteration 14Q: 3 clusters Score -939331.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -939379.562500 Penalty: 4454.602539
	Iteration 15Q: 3 clusters Score -939379.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -939414.125000 Penalty: 4454.602539
	Iteration 16Q: 3 clusters Score -939414.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -939438.250000 Penalty: 4454.602539
	Iteration 17Q: 3 clusters Score -939438.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -939456.500000 Penalty: 4454.602539
	Iteration 18Q: 3 clusters Score -939456.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -939466.312500 Penalty: 4454.602539
	Iteration 19Q: 3 clusters Score -939466.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -939481.312500 Penalty: 4454.602539
	Iteration 20F: 3 clusters Score -939481.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -939494.875000 Penalty: 4454.602539
	Iteration 21Q: 3 clusters Score -939494.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -939506.562500 Penalty: 4454.602539
	Iteration 22Q: 3 clusters Score -939506.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -939537.125000 Penalty: 4454.602539
	Iteration 23Q: 3 clusters Score -939537.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -939578.750000 Penalty: 4454.602539
	Iteration 24Q: 3 clusters Score -939578.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -939649.562500 Penalty: 4454.602539
	Iteration 25Q: 3 clusters Score -939649.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -939739.062500 Penalty: 4454.602539
	Iteration 26Q: 3 clusters Score -939739.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -939827.625000 Penalty: 4454.602539
	Iteration 27Q: 3 clusters Score -939827.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -939885.187500 Penalty: 4454.602539
	Iteration 28Q: 3 clusters Score -939885.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -939921.312500 Penalty: 4454.602539
	Iteration 29Q: 3 clusters Score -939921.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -939947.937500 Penalty: 4454.602539
	Iteration 30Q: 3 clusters Score -939947.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -939962.875000 Penalty: 4454.602539
	Iteration 31Q: 3 clusters Score -939962.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -939971.000000 Penalty: 4454.602539
	Iteration 32Q: 3 clusters Score -939971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -939977.187500 Penalty: 4454.602539
	Iteration 33Q: 3 clusters Score -939977.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -939980.687500 Penalty: 4454.602539
	Iteration 34Q: 3 clusters Score -939980.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -939986.687500 Penalty: 4454.602539
	Iteration 35Q: 3 clusters Score -939986.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -939992.312500 Penalty: 4454.602539
	Iteration 36Q: 3 clusters Score -939992.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -940002.625000 Penalty: 4454.602539
	Iteration 37Q: 3 clusters Score -940002.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -940005.937500 Penalty: 4454.602539
	Iteration 38Q: 3 clusters Score -940005.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -940013.625000 Penalty: 4454.602539
	Iteration 39Q: 3 clusters Score -940013.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -940022.187500 Penalty: 4454.602539
	Iteration 40F: 3 clusters Score -940022.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -940037.875000 Penalty: 4454.602539
	Iteration 41Q: 3 clusters Score -940037.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -940047.500000 Penalty: 4454.602539
	Iteration 42Q: 3 clusters Score -940047.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -940059.187500 Penalty: 4454.602539
	Iteration 43Q: 3 clusters Score -940059.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -940070.500000 Penalty: 4454.602539
	Iteration 44Q: 3 clusters Score -940070.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -940081.812500 Penalty: 4454.602539
	Iteration 45Q: 3 clusters Score -940081.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -940097.250000 Penalty: 4454.602539
	Iteration 46Q: 3 clusters Score -940097.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -940115.375000 Penalty: 4454.602539
	Iteration 47Q: 3 clusters Score -940115.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -940126.250000 Penalty: 4454.602539
	Iteration 48Q: 3 clusters Score -940126.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -940132.625000 Penalty: 4454.602539
	Iteration 49Q: 3 clusters Score -940132.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -940143.312500 Penalty: 4454.602539
	Iteration 50Q: 3 clusters Score -940143.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -940148.437500 Penalty: 4454.602539
	Iteration 51Q: 3 clusters Score -940148.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -940151.750000 Penalty: 4454.602539
	Iteration 52Q: 3 clusters Score -940151.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -940155.750000 Penalty: 4454.602539
	Iteration 53Q: 3 clusters Score -940155.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -940158.562500 Penalty: 4454.602539
	Iteration 54Q: 3 clusters Score -940158.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -940161.000000 Penalty: 4454.602539
	Iteration 55Q: 3 clusters Score -940161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -940162.250000 Penalty: 4454.602539
	Iteration 56Q: 3 clusters Score -940162.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -940162.437500 Penalty: 4454.602539
	Iteration 57Q: 3 clusters Score -940162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -940162.437500 Penalty: 4454.602539
	Iteration 58Q: 3 clusters Score -940162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -940163.187500 Penalty: 4454.602539
	Iteration 59Q: 3 clusters Score -940163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -940164.312500 Penalty: 4454.602539
	Iteration 60F: 3 clusters Score -940164.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -209268.187500 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -209268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -206850.343750 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -206850.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -207240.312500 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -207240.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -207336.000000 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -207336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -207382.640625 Penalty: 3708.611084
	Iteration 3Q: 3 clusters Score -207382.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -207416.437500 Penalty: 3708.611084
	Iteration 4Q: 3 clusters Score -207416.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -207440.140625 Penalty: 3708.611084
	Iteration 5Q: 3 clusters Score -207440.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -207455.609375 Penalty: 3708.611084
	Iteration 6Q: 3 clusters Score -207455.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -207462.484375 Penalty: 3708.611084
	Iteration 7Q: 3 clusters Score -207462.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -207469.546875 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -207469.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -207477.109375 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -207477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -207478.765625 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -207478.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -207479.906250 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -207479.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -207482.390625 Penalty: 3708.611084
	Iteration 12Q: 3 clusters Score -207482.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -207486.953125 Penalty: 3708.611084
	Iteration 13Q: 3 clusters Score -207487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -207492.875000 Penalty: 3708.611084
	Iteration 14Q: 3 clusters Score -207492.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -207496.578125 Penalty: 3708.611084
	Iteration 15Q: 3 clusters Score -207496.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -207500.703125 Penalty: 3708.611084
	Iteration 16Q: 3 clusters Score -207500.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -207507.125000 Penalty: 3708.611084
	Iteration 17Q: 3 clusters Score -207507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -207510.890625 Penalty: 3708.611084
	Iteration 18Q: 3 clusters Score -207510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -207513.406250 Penalty: 3708.611084
	Iteration 19Q: 3 clusters Score -207513.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -207517.515625 Penalty: 3708.611084
	Iteration 20F: 3 clusters Score -207517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -207519.125000 Penalty: 3708.611084
	Iteration 21Q: 3 clusters Score -207519.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -207519.125000 Penalty: 3708.611084
	Iteration 22F: 3 clusters Score -207519.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Entering Unmasked Estep 
Score: -5373412.000000 Penalty: 2654.610840
	Iteration 0F: 2 clusters Score -5373412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -5343303.000000 Penalty: 5309.221680
	Iteration 0F: 3 clusters Score -5343303 nChanged 20531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5354629.500000 Penalty: 5309.221680
	Iteration 1F: 3 clusters Score -5354630 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -5355344.500000 Penalty: 5309.221680
	Iteration 2Q: 3 clusters Score -5355344 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -5356346.000000 Penalty: 5309.221680
	Iteration 3Q: 3 clusters Score -5356346 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -5357786.500000 Penalty: 5309.221680
	Iteration 4F: 3 clusters Score -5357786 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -5359515.500000 Penalty: 5309.221680
	Iteration 5F: 3 clusters Score -5359516 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -5361407.500000 Penalty: 5309.221680
	Iteration 6F: 3 clusters Score -5361408 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -5363357.000000 Penalty: 5309.221680
	Iteration 7F: 3 clusters Score -5363357 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -5365180.500000 Penalty: 5309.221680
	Iteration 8F: 3 clusters Score -5365180 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -5366952.000000 Penalty: 5309.221680
	Iteration 9F: 3 clusters Score -5366952 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -5368335.000000 Penalty: 5309.221680
	Iteration 10Q: 3 clusters Score -5368335 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -5369375.500000 Penalty: 5309.221680
	Iteration 11Q: 3 clusters Score -5369376 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -5370085.500000 Penalty: 5309.221680
	Iteration 12Q: 3 clusters Score -5370086 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -5370526.500000 Penalty: 5309.221680
	Iteration 13Q: 3 clusters Score -5370526 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -5370772.500000 Penalty: 5309.221680
	Iteration 14Q: 3 clusters Score -5370772 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -5370940.000000 Penalty: 5309.221680
	Iteration 15Q: 3 clusters Score -5370940 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -5371050.500000 Penalty: 5309.221680
	Iteration 16Q: 3 clusters Score -5371050 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -5371143.500000 Penalty: 5309.221680
	Iteration 17Q: 3 clusters Score -5371144 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -5371173.000000 Penalty: 5309.221680
	Iteration 18Q: 3 clusters Score -5371173 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -5371189.000000 Penalty: 5309.221680
	Iteration 19Q: 3 clusters Score -5371189 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -5371211.000000 Penalty: 5309.221680
	Iteration 20F: 3 clusters Score -5371211 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -5371230.500000 Penalty: 5309.221680
	Iteration 21Q: 3 clusters Score -5371230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -5371224.500000 Penalty: 5309.221680
	Iteration 22Q: 3 clusters Score -5371224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -5371229.500000 Penalty: 5309.221680
	Iteration 23Q: 3 clusters Score -5371230 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -5371245.000000 Penalty: 5309.221680
	Iteration 24Q: 3 clusters Score -5371245 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -5371246.000000 Penalty: 5309.221680
	Iteration 25Q: 3 clusters Score -5371246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -5371245.000000 Penalty: 5309.221680
	Iteration 26Q: 3 clusters Score -5371245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -5371257.000000 Penalty: 5309.221680
	Iteration 27Q: 3 clusters Score -5371257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -5371249.500000 Penalty: 5309.221680
	Iteration 28Q: 3 clusters Score -5371250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -5371260.500000 Penalty: 5309.221680
	Iteration 29Q: 3 clusters Score -5371260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -5371254.000000 Penalty: 5309.221680
	Iteration 30Q: 3 clusters Score -5371254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -5371254.500000 Penalty: 5309.221680
	Iteration 31Q: 3 clusters Score -5371254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -5371252.500000 Penalty: 5309.221680
	Iteration 32Q: 3 clusters Score -5371252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -5371249.500000 Penalty: 5309.221680
	Iteration 33Q: 3 clusters Score -5371250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -5371247.000000 Penalty: 5309.221680
	Iteration 34Q: 3 clusters Score -5371247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -5371241.000000 Penalty: 5309.221680
	Iteration 35Q: 3 clusters Score -5371241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -5371244.000000 Penalty: 5309.221680
	Iteration 36Q: 3 clusters Score -5371244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -5371237.500000 Penalty: 5309.221680
	Iteration 37Q: 3 clusters Score -5371238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -5371241.000000 Penalty: 5309.221680
	Iteration 38Q: 3 clusters Score -5371241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -5371240.500000 Penalty: 5309.221680
	Iteration 39Q: 3 clusters Score -5371240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -5371239.500000 Penalty: 5309.221680
	Iteration 40F: 3 clusters Score -5371240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -5371239.500000 Penalty: 5309.221680
	Iteration 41Q: 3 clusters Score -5371240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -5371240.000000 Penalty: 5309.221680
	Iteration 42Q: 3 clusters Score -5371240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -5371234.000000 Penalty: 5309.221680
	Iteration 43Q: 3 clusters Score -5371234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -5371237.500000 Penalty: 5309.221680
	Iteration 44Q: 3 clusters Score -5371238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -5371237.500000 Penalty: 5309.221680
	Iteration 45F: 3 clusters Score -5371238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Entering Unmasked Estep 
Score: -2713152.000000 Penalty: 2486.265137
	Iteration 0F: 2 clusters Score -2713152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2697392.500000 Penalty: 4972.530273
	Iteration 0F: 3 clusters Score -2697392 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2703062.500000 Penalty: 4972.530273
	Iteration 1F: 3 clusters Score -2703062 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2703808.750000 Penalty: 4972.530273
	Iteration 2F: 3 clusters Score -2703809 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2704650.500000 Penalty: 4972.530273
	Iteration 3F: 3 clusters Score -2704650 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2705679.250000 Penalty: 4972.530273
	Iteration 4F: 3 clusters Score -2705679 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2706845.000000 Penalty: 4972.530273
	Iteration 5F: 3 clusters Score -2706845 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2708073.250000 Penalty: 4972.530273
	Iteration 6F: 3 clusters Score -2708073 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2709248.000000 Penalty: 4972.530273
	Iteration 7F: 3 clusters Score -2709248 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2710147.750000 Penalty: 4972.530273
	Iteration 8Q: 3 clusters Score -2710148 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2710652.250000 Penalty: 4972.530273
	Iteration 9Q: 3 clusters Score -2710652 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2710896.750000 Penalty: 4972.530273
	Iteration 10Q: 3 clusters Score -2710897 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2711058.250000 Penalty: 4972.530273
	Iteration 11Q: 3 clusters Score -2711058 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2711159.750000 Penalty: 4972.530273
	Iteration 12Q: 3 clusters Score -2711160 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2711236.500000 Penalty: 4972.530273
	Iteration 13Q: 3 clusters Score -2711236 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2711324.000000 Penalty: 4972.530273
	Iteration 14Q: 3 clusters Score -2711324 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2711397.250000 Penalty: 4972.530273
	Iteration 15Q: 3 clusters Score -2711397 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2711437.750000 Penalty: 4972.530273
	Iteration 16Q: 3 clusters Score -2711438 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2711475.500000 Penalty: 4972.530273
	Iteration 17Q: 3 clusters Score -2711476 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2711497.000000 Penalty: 4972.530273
	Iteration 18Q: 3 clusters Score -2711497 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2711509.250000 Penalty: 4972.530273
	Iteration 19Q: 3 clusters Score -2711509 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2711521.250000 Penalty: 4972.530273
	Iteration 20F: 3 clusters Score -2711521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2711533.000000 Penalty: 4972.530273
	Iteration 21Q: 3 clusters Score -2711533 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2711547.500000 Penalty: 4972.530273
	Iteration 22Q: 3 clusters Score -2711548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2711556.750000 Penalty: 4972.530273
	Iteration 23Q: 3 clusters Score -2711557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2711572.500000 Penalty: 4972.530273
	Iteration 24Q: 3 clusters Score -2711572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2711582.250000 Penalty: 4972.530273
	Iteration 25Q: 3 clusters Score -2711582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2711594.250000 Penalty: 4972.530273
	Iteration 26Q: 3 clusters Score -2711594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2711596.500000 Penalty: 4972.530273
	Iteration 27Q: 3 clusters Score -2711596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2711605.000000 Penalty: 4972.530273
	Iteration 28Q: 3 clusters Score -2711605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2711605.000000 Penalty: 4972.530273
	Iteration 29Q: 3 clusters Score -2711605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2711612.750000 Penalty: 4972.530273
	Iteration 30Q: 3 clusters Score -2711613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2711615.500000 Penalty: 4972.530273
	Iteration 31Q: 3 clusters Score -2711616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2711618.750000 Penalty: 4972.530273
	Iteration 32Q: 3 clusters Score -2711619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2711626.750000 Penalty: 4972.530273
	Iteration 33Q: 3 clusters Score -2711627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2711624.750000 Penalty: 4972.530273
	Iteration 34Q: 3 clusters Score -2711625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2711623.250000 Penalty: 4972.530273
	Iteration 35Q: 3 clusters Score -2711623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2711628.000000 Penalty: 4972.530273
	Iteration 36Q: 3 clusters Score -2711628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2711633.750000 Penalty: 4972.530273
	Iteration 37Q: 3 clusters Score -2711634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2711638.250000 Penalty: 4972.530273
	Iteration 38Q: 3 clusters Score -2711638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2711632.500000 Penalty: 4972.530273
	Iteration 39Q: 3 clusters Score -2711632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2711633.750000 Penalty: 4972.530273
	Iteration 40F: 3 clusters Score -2711634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2711632.250000 Penalty: 4972.530273
	Iteration 41Q: 3 clusters Score -2711632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2711632.250000 Penalty: 4972.530273
	Iteration 42F: 3 clusters Score -2711632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Entering Unmasked Estep 
Score: -727030.062500 Penalty: 2169.500977
	Iteration 0F: 2 clusters Score -727030.1 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 3171 members 
Entering Unmasked Estep 
Score: -721727.562500 Penalty: 4339.001953
	Iteration 0F: 3 clusters Score -721727.6 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -723182.312500 Penalty: 4339.001953
	Iteration 1F: 3 clusters Score -723182.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -723602.375000 Penalty: 4339.001953
	Iteration 2F: 3 clusters Score -723602.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -723949.750000 Penalty: 4339.001953
	Iteration 3F: 3 clusters Score -723949.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -724240.500000 Penalty: 4339.001953
	Iteration 4F: 3 clusters Score -724240.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -724466.562500 Penalty: 4339.001953
	Iteration 5F: 3 clusters Score -724466.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -724648.125000 Penalty: 4339.001953
	Iteration 6Q: 3 clusters Score -724648.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -724794.312500 Penalty: 4339.001953
	Iteration 7Q: 3 clusters Score -724794.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -724918.750000 Penalty: 4339.001953
	Iteration 8Q: 3 clusters Score -724918.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -725045.812500 Penalty: 4339.001953
	Iteration 9Q: 3 clusters Score -725045.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -725153.937500 Penalty: 4339.001953
	Iteration 10Q: 3 clusters Score -725153.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -725214.250000 Penalty: 4339.001953
	Iteration 11Q: 3 clusters Score -725214.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -725279.000000 Penalty: 4339.001953
	Iteration 12Q: 3 clusters Score -725279 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -725324.187500 Penalty: 4339.001953
	Iteration 13Q: 3 clusters Score -725324.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -725357.000000 Penalty: 4339.001953
	Iteration 14Q: 3 clusters Score -725357 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -725391.625000 Penalty: 4339.001953
	Iteration 15Q: 3 clusters Score -725391.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -725411.375000 Penalty: 4339.001953
	Iteration 16Q: 3 clusters Score -725411.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -725426.562500 Penalty: 4339.001953
	Iteration 17Q: 3 clusters Score -725426.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -725443.562500 Penalty: 4339.001953
	Iteration 18Q: 3 clusters Score -725443.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -725463.250000 Penalty: 4339.001953
	Iteration 19Q: 3 clusters Score -725463.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -725489.062500 Penalty: 4339.001953
	Iteration 20F: 3 clusters Score -725489.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -725518.562500 Penalty: 4339.001953
	Iteration 21Q: 3 clusters Score -725518.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -725551.625000 Penalty: 4339.001953
	Iteration 22Q: 3 clusters Score -725551.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -725584.437500 Penalty: 4339.001953
	Iteration 23Q: 3 clusters Score -725584.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -725614.875000 Penalty: 4339.001953
	Iteration 24Q: 3 clusters Score -725614.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -725638.812500 Penalty: 4339.001953
	Iteration 25Q: 3 clusters Score -725638.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -725663.062500 Penalty: 4339.001953
	Iteration 26Q: 3 clusters Score -725663.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -725689.562500 Penalty: 4339.001953
	Iteration 27Q: 3 clusters Score -725689.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -725717.687500 Penalty: 4339.001953
	Iteration 28Q: 3 clusters Score -725717.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -725752.875000 Penalty: 4339.001953
	Iteration 29Q: 3 clusters Score -725752.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -725785.500000 Penalty: 4339.001953
	Iteration 30Q: 3 clusters Score -725785.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -725823.625000 Penalty: 4339.001953
	Iteration 31Q: 3 clusters Score -725823.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -725854.187500 Penalty: 4339.001953
	Iteration 32Q: 3 clusters Score -725854.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -725888.375000 Penalty: 4339.001953
	Iteration 33Q: 3 clusters Score -725888.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -725918.875000 Penalty: 4339.001953
	Iteration 34Q: 3 clusters Score -725918.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -725946.687500 Penalty: 4339.001953
	Iteration 35Q: 3 clusters Score -725946.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -725962.625000 Penalty: 4339.001953
	Iteration 36Q: 3 clusters Score -725962.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -725977.750000 Penalty: 4339.001953
	Iteration 37Q: 3 clusters Score -725977.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -725994.062500 Penalty: 4339.001953
	Iteration 38Q: 3 clusters Score -725994.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -726004.437500 Penalty: 4339.001953
	Iteration 39Q: 3 clusters Score -726004.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -726016.187500 Penalty: 4339.001953
	Iteration 40F: 3 clusters Score -726016.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -726025.812500 Penalty: 4339.001953
	Iteration 41Q: 3 clusters Score -726025.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -726030.312500 Penalty: 4339.001953
	Iteration 42Q: 3 clusters Score -726030.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -726034.812500 Penalty: 4339.001953
	Iteration 43Q: 3 clusters Score -726034.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -726038.062500 Penalty: 4339.001953
	Iteration 44Q: 3 clusters Score -726038.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -726040.375000 Penalty: 4339.001953
	Iteration 45Q: 3 clusters Score -726040.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -726044.125000 Penalty: 4339.001953
	Iteration 46Q: 3 clusters Score -726044.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -726048.625000 Penalty: 4339.001953
	Iteration 47Q: 3 clusters Score -726048.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -726049.625000 Penalty: 4339.001953
	Iteration 48Q: 3 clusters Score -726049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -726052.250000 Penalty: 4339.001953
	Iteration 49Q: 3 clusters Score -726052.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -726051.625000 Penalty: 4339.001953
	Iteration 50Q: 3 clusters Score -726051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -726052.687500 Penalty: 4339.001953
	Iteration 51Q: 3 clusters Score -726052.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -726054.750000 Penalty: 4339.001953
	Iteration 52Q: 3 clusters Score -726054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -726054.125000 Penalty: 4339.001953
	Iteration 53Q: 3 clusters Score -726054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -726054.875000 Penalty: 4339.001953
	Iteration 54Q: 3 clusters Score -726054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -726054.875000 Penalty: 4339.001953
	Iteration 55F: 3 clusters Score -726054.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -264742.187500 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -264742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -261732.765625 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -261732.8 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -262463.156250 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -262463.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -262778.000000 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -262778 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -262998.375000 Penalty: 3902.464111
	Iteration 3F: 3 clusters Score -262998.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -263235.343750 Penalty: 3902.464111
	Iteration 4F: 3 clusters Score -263235.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -263424.500000 Penalty: 3902.464111
	Iteration 5F: 3 clusters Score -263424.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -263560.437500 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -263560.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -263658.687500 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -263658.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -263711.093750 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -263711.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -263741.312500 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -263741.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -263763.031250 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -263763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -263790.562500 Penalty: 3902.464111
	Iteration 11Q: 3 clusters Score -263790.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -263808.843750 Penalty: 3902.464111
	Iteration 12Q: 3 clusters Score -263808.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -263820.031250 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -263820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -263826.906250 Penalty: 3902.464111
	Iteration 14Q: 3 clusters Score -263826.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -263831.500000 Penalty: 3902.464111
	Iteration 15Q: 3 clusters Score -263831.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -263836.750000 Penalty: 3902.464111
	Iteration 16Q: 3 clusters Score -263836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -263842.000000 Penalty: 3902.464111
	Iteration 17Q: 3 clusters Score -263842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -263852.031250 Penalty: 3902.464111
	Iteration 18Q: 3 clusters Score -263852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -263861.718750 Penalty: 3902.464111
	Iteration 19Q: 3 clusters Score -263861.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -263868.937500 Penalty: 3902.464111
	Iteration 20F: 3 clusters Score -263868.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -263877.093750 Penalty: 3902.464111
	Iteration 21Q: 3 clusters Score -263877.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -263881.781250 Penalty: 3902.464111
	Iteration 22Q: 3 clusters Score -263881.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -263886.156250 Penalty: 3902.464111
	Iteration 23Q: 3 clusters Score -263886.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -263888.312500 Penalty: 3902.464111
	Iteration 24Q: 3 clusters Score -263888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -263889.406250 Penalty: 3902.464111
	Iteration 25Q: 3 clusters Score -263889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -263890.843750 Penalty: 3902.464111
	Iteration 26Q: 3 clusters Score -263890.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -263891.875000 Penalty: 3902.464111
	Iteration 27Q: 3 clusters Score -263891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -263891.812500 Penalty: 3902.464111
	Iteration 28Q: 3 clusters Score -263891.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -263891.812500 Penalty: 3902.464111
	Iteration 29F: 3 clusters Score -263891.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Entering Unmasked Estep 
Score: -3946871.500000 Penalty: 2576.707275
	Iteration 0F: 2 clusters Score -3946872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3924668.750000 Penalty: 5153.414551
	Iteration 0F: 3 clusters Score -3924669 nChanged 14705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -3932617.750000 Penalty: 5153.414551
	Iteration 1F: 3 clusters Score -3932618 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3933187.500000 Penalty: 5153.414551
	Iteration 2Q: 3 clusters Score -3933188 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3933777.500000 Penalty: 5153.414551
	Iteration 3Q: 3 clusters Score -3933778 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3934719.750000 Penalty: 5153.414551
	Iteration 4Q: 3 clusters Score -3934720 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3936142.250000 Penalty: 5153.414551
	Iteration 5F: 3 clusters Score -3936142 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3938012.750000 Penalty: 5153.414551
	Iteration 6F: 3 clusters Score -3938013 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3939892.500000 Penalty: 5153.414551
	Iteration 7F: 3 clusters Score -3939892 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3941430.500000 Penalty: 5153.414551
	Iteration 8F: 3 clusters Score -3941430 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3942556.250000 Penalty: 5153.414551
	Iteration 9F: 3 clusters Score -3942556 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -3943488.000000 Penalty: 5153.414551
	Iteration 10Q: 3 clusters Score -3943488 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3944351.000000 Penalty: 5153.414551
	Iteration 11Q: 3 clusters Score -3944351 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3945025.250000 Penalty: 5153.414551
	Iteration 12Q: 3 clusters Score -3945025 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -3945628.000000 Penalty: 5153.414551
	Iteration 13Q: 3 clusters Score -3945628 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3946073.250000 Penalty: 5153.414551
	Iteration 14Q: 3 clusters Score -3946073 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3946339.250000 Penalty: 5153.414551
	Iteration 15Q: 3 clusters Score -3946339 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3946504.500000 Penalty: 5153.414551
	Iteration 16Q: 3 clusters Score -3946504 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3946642.250000 Penalty: 5153.414551
	Iteration 17Q: 3 clusters Score -3946642 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -3946726.500000 Penalty: 5153.414551
	Iteration 18Q: 3 clusters Score -3946726 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -3946775.000000 Penalty: 5153.414551
	Iteration 19Q: 3 clusters Score -3946775 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3946805.500000 Penalty: 5153.414551
	Iteration 20F: 3 clusters Score -3946806 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -3946823.500000 Penalty: 5153.414551
	Iteration 21Q: 3 clusters Score -3946824 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -3946834.750000 Penalty: 5153.414551
	Iteration 22Q: 3 clusters Score -3946835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3946845.500000 Penalty: 5153.414551
	Iteration 23Q: 3 clusters Score -3946846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -3946860.000000 Penalty: 5153.414551
	Iteration 24Q: 3 clusters Score -3946860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -3946863.000000 Penalty: 5153.414551
	Iteration 25Q: 3 clusters Score -3946863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3946868.250000 Penalty: 5153.414551
	Iteration 26Q: 3 clusters Score -3946868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3946866.750000 Penalty: 5153.414551
	Iteration 27Q: 3 clusters Score -3946867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -3946881.750000 Penalty: 5153.414551
	Iteration 28Q: 3 clusters Score -3946882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -3946869.750000 Penalty: 5153.414551
	Iteration 29Q: 3 clusters Score -3946870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -3946883.750000 Penalty: 5153.414551
	Iteration 30Q: 3 clusters Score -3946884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -3946886.750000 Penalty: 5153.414551
	Iteration 31Q: 3 clusters Score -3946887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -3946895.250000 Penalty: 5153.414551
	Iteration 32Q: 3 clusters Score -3946895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -3946897.000000 Penalty: 5153.414551
	Iteration 33Q: 3 clusters Score -3946897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3946899.500000 Penalty: 5153.414551
	Iteration 34Q: 3 clusters Score -3946900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3946894.000000 Penalty: 5153.414551
	Iteration 35Q: 3 clusters Score -3946894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3946897.750000 Penalty: 5153.414551
	Iteration 36Q: 3 clusters Score -3946898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -3946899.500000 Penalty: 5153.414551
	Iteration 37Q: 3 clusters Score -3946900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -3946904.500000 Penalty: 5153.414551
	Iteration 38Q: 3 clusters Score -3946904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3946908.000000 Penalty: 5153.414551
	Iteration 39Q: 3 clusters Score -3946908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -3946911.500000 Penalty: 5153.414551
	Iteration 40F: 3 clusters Score -3946912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -3946911.000000 Penalty: 5153.414551
	Iteration 41Q: 3 clusters Score -3946911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -3946910.500000 Penalty: 5153.414551
	Iteration 42Q: 3 clusters Score -3946910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3946908.500000 Penalty: 5153.414551
	Iteration 43Q: 3 clusters Score -3946908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3946908.500000 Penalty: 5153.414551
	Iteration 44F: 3 clusters Score -3946908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 29656 members 
Entering Unmasked Estep 
Score: -154542352.000000 Penalty: 293480.187500
Splitting cluster 7 changes total score from -154543520.000000 to -154542352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (136497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136497 members 
Entering Unmasked Estep 
Score: -16564025.000000 Penalty: 2932.366211
	Iteration 0F: 2 clusters Score -1.656402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -16472902.000000 Penalty: 5864.732422
	Iteration 0F: 3 clusters Score -1.64729e+07 nChanged 65013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66609 members 
Mstep: Class 2 contains 69888 members 
Entering Unmasked Estep 
Score: -16510603.000000 Penalty: 5864.732422
	Iteration 1F: 3 clusters Score -1.65106e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -16511871.000000 Penalty: 5864.732422
	Iteration 2Q: 3 clusters Score -1.651187e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -16513345.000000 Penalty: 5864.732422
	Iteration 3Q: 3 clusters Score -1.651334e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63514 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -16515621.000000 Penalty: 5864.732422
	Iteration 4Q: 3 clusters Score -1.651562e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -16517998.000000 Penalty: 5864.732422
	Iteration 5Q: 3 clusters Score -1.6518e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -16520679.000000 Penalty: 5864.732422
	Iteration 6Q: 3 clusters Score -1.652068e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 79866 members 
Entering Unmasked Estep 
Score: -16523703.000000 Penalty: 5864.732422
	Iteration 7Q: 3 clusters Score -1.65237e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 83878 members 
Entering Unmasked Estep 
Score: -16527109.000000 Penalty: 5864.732422
	Iteration 8Q: 3 clusters Score -1.652711e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -16531097.000000 Penalty: 5864.732422
	Iteration 9Q: 3 clusters Score -1.65311e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -16535700.000000 Penalty: 5864.732422
	Iteration 10F: 3 clusters Score -1.65357e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 102592 members 
Entering Unmasked Estep 
Score: -16540898.000000 Penalty: 5864.732422
	Iteration 11F: 3 clusters Score -1.65409e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 109950 members 
Entering Unmasked Estep 
Score: -16546175.000000 Penalty: 5864.732422
	Iteration 12F: 3 clusters Score -1.654618e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 116762 members 
Entering Unmasked Estep 
Score: -16551053.000000 Penalty: 5864.732422
	Iteration 13F: 3 clusters Score -1.655105e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 122430 members 
Entering Unmasked Estep 
Score: -16554887.000000 Penalty: 5864.732422
	Iteration 14Q: 3 clusters Score -1.655489e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 126579 members 
Entering Unmasked Estep 
Score: -16557326.000000 Penalty: 5864.732422
	Iteration 15Q: 3 clusters Score -1.655733e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 129445 members 
Entering Unmasked Estep 
Score: -16558893.000000 Penalty: 5864.732422
	Iteration 16Q: 3 clusters Score -1.655889e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 131388 members 
Entering Unmasked Estep 
Score: -16559911.000000 Penalty: 5864.732422
	Iteration 17Q: 3 clusters Score -1.655991e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 132663 members 
Entering Unmasked Estep 
Score: -16560521.000000 Penalty: 5864.732422
	Iteration 18Q: 3 clusters Score -1.656052e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 133457 members 
Entering Unmasked Estep 
Score: -16560944.000000 Penalty: 5864.732422
	Iteration 19Q: 3 clusters Score -1.656094e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 133984 members 
Entering Unmasked Estep 
Score: -16561193.000000 Penalty: 5864.732422
	Iteration 20F: 3 clusters Score -1.656119e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 134321 members 
Entering Unmasked Estep 
Score: -16561336.000000 Penalty: 5864.732422
	Iteration 21Q: 3 clusters Score -1.656134e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 134574 members 
Entering Unmasked Estep 
Score: -16561426.000000 Penalty: 5864.732422
	Iteration 22Q: 3 clusters Score -1.656143e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 134743 members 
Entering Unmasked Estep 
Score: -16561523.000000 Penalty: 5864.732422
	Iteration 23Q: 3 clusters Score -1.656152e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 134868 members 
Entering Unmasked Estep 
Score: -16561568.000000 Penalty: 5864.732422
	Iteration 24Q: 3 clusters Score -1.656157e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 134963 members 
Entering Unmasked Estep 
Score: -16561625.000000 Penalty: 5864.732422
	Iteration 25Q: 3 clusters Score -1.656162e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 135041 members 
Entering Unmasked Estep 
Score: -16561662.000000 Penalty: 5864.732422
	Iteration 26Q: 3 clusters Score -1.656166e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 135096 members 
Entering Unmasked Estep 
Score: -16561670.000000 Penalty: 5864.732422
	Iteration 27Q: 3 clusters Score -1.656167e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 135138 members 
Entering Unmasked Estep 
Score: -16561693.000000 Penalty: 5864.732422
	Iteration 28Q: 3 clusters Score -1.656169e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 135178 members 
Entering Unmasked Estep 
Score: -16561708.000000 Penalty: 5864.732422
	Iteration 29Q: 3 clusters Score -1.656171e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 135208 members 
Entering Unmasked Estep 
Score: -16561739.000000 Penalty: 5864.732422
	Iteration 30Q: 3 clusters Score -1.656174e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 135236 members 
Entering Unmasked Estep 
Score: -16561760.000000 Penalty: 5864.732422
	Iteration 31Q: 3 clusters Score -1.656176e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 135267 members 
Entering Unmasked Estep 
Score: -16561769.000000 Penalty: 5864.732422
	Iteration 32Q: 3 clusters Score -1.656177e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 135293 members 
Entering Unmasked Estep 
Score: -16561783.000000 Penalty: 5864.732422
	Iteration 33Q: 3 clusters Score -1.656178e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 135310 members 
Entering Unmasked Estep 
Score: -16561820.000000 Penalty: 5864.732422
	Iteration 34Q: 3 clusters Score -1.656182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 135322 members 
Entering Unmasked Estep 
Score: -16561821.000000 Penalty: 5864.732422
	Iteration 35Q: 3 clusters Score -1.656182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 135332 members 
Entering Unmasked Estep 
Score: -16561825.000000 Penalty: 5864.732422
	Iteration 36Q: 3 clusters Score -1.656182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 135338 members 
Entering Unmasked Estep 
Score: -16561824.000000 Penalty: 5864.732422
	Iteration 37Q: 3 clusters Score -1.656182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 135347 members 
Entering Unmasked Estep 
Score: -16561828.000000 Penalty: 5864.732422
	Iteration 38Q: 3 clusters Score -1.656183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 135356 members 
Entering Unmasked Estep 
Score: -16561845.000000 Penalty: 5864.732422
	Iteration 39Q: 3 clusters Score -1.656184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 135363 members 
Entering Unmasked Estep 
Score: -16561836.000000 Penalty: 5864.732422
	Iteration 40F: 3 clusters Score -1.656184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 135366 members 
Entering Unmasked Estep 
Score: -16561841.000000 Penalty: 5864.732422
	Iteration 41Q: 3 clusters Score -1.656184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 135364 members 
Entering Unmasked Estep 
Score: -16561838.000000 Penalty: 5864.732422
	Iteration 42Q: 3 clusters Score -1.656184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 135364 members 
Entering Unmasked Estep 
Score: -16561840.000000 Penalty: 5864.732422
	Iteration 43Q: 3 clusters Score -1.656184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 135364 members 
Entering Unmasked Estep 
Score: -16561841.000000 Penalty: 5864.732422
	Iteration 44Q: 3 clusters Score -1.656184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 135369 members 
Entering Unmasked Estep 
Score: -16561845.000000 Penalty: 5864.732422
	Iteration 45Q: 3 clusters Score -1.656184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 135371 members 
Entering Unmasked Estep 
Score: -16561842.000000 Penalty: 5864.732422
	Iteration 46Q: 3 clusters Score -1.656184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 135372 members 
Entering Unmasked Estep 
Score: -16561841.000000 Penalty: 5864.732422
	Iteration 47Q: 3 clusters Score -1.656184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 135372 members 
Entering Unmasked Estep 
Score: -16561841.000000 Penalty: 5864.732422
	Iteration 48F: 3 clusters Score -1.656184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -88249.546875 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -88249.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -86734.820312 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -86734.82 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86941.312500 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -86941.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87089.539062 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -87089.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87220.921875 Penalty: 3141.306641
	Iteration 3Q: 3 clusters Score -87220.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -87425.632812 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -87425.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87523.562500 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -87523.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -87567.882812 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -87567.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -87573.789062 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -87573.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87593.226562 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -87593.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -87618.242188 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -87618.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87622.031250 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -87622.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -87628.500000 Penalty: 3141.306641
	Iteration 11Q: 3 clusters Score -87628.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87668.718750 Penalty: 3141.306641
	Iteration 12Q: 3 clusters Score -87668.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87688.070312 Penalty: 3141.306641
	Iteration 13Q: 3 clusters Score -87688.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87720.007812 Penalty: 3141.306641
	Iteration 14Q: 3 clusters Score -87720.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87742.828125 Penalty: 3141.306641
	Iteration 15Q: 3 clusters Score -87742.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87742.828125 Penalty: 3141.306641
	Iteration 16F: 3 clusters Score -87742.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Entering Unmasked Estep 
Score: -1336150.750000 Penalty: 2309.217529
	Iteration 0F: 2 clusters Score -1336151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1327892.250000 Penalty: 4618.435059
	Iteration 0F: 3 clusters Score -1327892 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1330456.125000 Penalty: 4618.435059
	Iteration 1F: 3 clusters Score -1330456 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1330885.375000 Penalty: 4618.435059
	Iteration 2F: 3 clusters Score -1330885 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1331317.375000 Penalty: 4618.435059
	Iteration 3F: 3 clusters Score -1331317 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1331885.375000 Penalty: 4618.435059
	Iteration 4F: 3 clusters Score -1331885 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1332610.750000 Penalty: 4618.435059
	Iteration 5F: 3 clusters Score -1332611 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1333310.875000 Penalty: 4618.435059
	Iteration 6F: 3 clusters Score -1333311 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1333852.875000 Penalty: 4618.435059
	Iteration 7F: 3 clusters Score -1333853 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1334202.125000 Penalty: 4618.435059
	Iteration 8Q: 3 clusters Score -1334202 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1334412.250000 Penalty: 4618.435059
	Iteration 9Q: 3 clusters Score -1334412 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1334536.750000 Penalty: 4618.435059
	Iteration 10Q: 3 clusters Score -1334537 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1334615.750000 Penalty: 4618.435059
	Iteration 11Q: 3 clusters Score -1334616 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1334667.125000 Penalty: 4618.435059
	Iteration 12Q: 3 clusters Score -1334667 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1334707.125000 Penalty: 4618.435059
	Iteration 13Q: 3 clusters Score -1334707 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1334743.000000 Penalty: 4618.435059
	Iteration 14Q: 3 clusters Score -1334743 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1334779.000000 Penalty: 4618.435059
	Iteration 15Q: 3 clusters Score -1334779 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1334797.375000 Penalty: 4618.435059
	Iteration 16Q: 3 clusters Score -1334797 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1334820.125000 Penalty: 4618.435059
	Iteration 17Q: 3 clusters Score -1334820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1334829.625000 Penalty: 4618.435059
	Iteration 18Q: 3 clusters Score -1334830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1334832.250000 Penalty: 4618.435059
	Iteration 19Q: 3 clusters Score -1334832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1334839.000000 Penalty: 4618.435059
	Iteration 20F: 3 clusters Score -1334839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1334851.000000 Penalty: 4618.435059
	Iteration 21Q: 3 clusters Score -1334851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1334856.125000 Penalty: 4618.435059
	Iteration 22Q: 3 clusters Score -1334856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1334856.125000 Penalty: 4618.435059
	Iteration 23Q: 3 clusters Score -1334856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1334855.125000 Penalty: 4618.435059
	Iteration 24Q: 3 clusters Score -1334855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1334859.375000 Penalty: 4618.435059
	Iteration 25Q: 3 clusters Score -1334859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1334861.625000 Penalty: 4618.435059
	Iteration 26Q: 3 clusters Score -1334862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1334861.625000 Penalty: 4618.435059
	Iteration 27Q: 3 clusters Score -1334862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1334864.750000 Penalty: 4618.435059
	Iteration 28Q: 3 clusters Score -1334865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1334864.625000 Penalty: 4618.435059
	Iteration 29Q: 3 clusters Score -1334865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1334866.250000 Penalty: 4618.435059
	Iteration 30Q: 3 clusters Score -1334866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1334865.875000 Penalty: 4618.435059
	Iteration 31Q: 3 clusters Score -1334866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1334869.500000 Penalty: 4618.435059
	Iteration 32Q: 3 clusters Score -1334870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1334871.000000 Penalty: 4618.435059
	Iteration 33Q: 3 clusters Score -1334871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1334868.750000 Penalty: 4618.435059
	Iteration 34Q: 3 clusters Score -1334869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1334869.125000 Penalty: 4618.435059
	Iteration 35Q: 3 clusters Score -1334869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1334872.750000 Penalty: 4618.435059
	Iteration 36Q: 3 clusters Score -1334873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1334872.000000 Penalty: 4618.435059
	Iteration 37Q: 3 clusters Score -1334872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1334871.625000 Penalty: 4618.435059
	Iteration 38Q: 3 clusters Score -1334872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1334872.250000 Penalty: 4618.435059
	Iteration 39Q: 3 clusters Score -1334872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1334874.500000 Penalty: 4618.435059
	Iteration 40F: 3 clusters Score -1334874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1334878.125000 Penalty: 4618.435059
	Iteration 41Q: 3 clusters Score -1334878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1334877.750000 Penalty: 4618.435059
	Iteration 42Q: 3 clusters Score -1334878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1334878.250000 Penalty: 4618.435059
	Iteration 43Q: 3 clusters Score -1334878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1334878.250000 Penalty: 4618.435059
	Iteration 44Q: 3 clusters Score -1334878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1334879.750000 Penalty: 4618.435059
	Iteration 45Q: 3 clusters Score -1334880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1334880.250000 Penalty: 4618.435059
	Iteration 46Q: 3 clusters Score -1334880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1334880.125000 Penalty: 4618.435059
	Iteration 47Q: 3 clusters Score -1334880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1334877.625000 Penalty: 4618.435059
	Iteration 48Q: 3 clusters Score -1334878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1334879.500000 Penalty: 4618.435059
	Iteration 49Q: 3 clusters Score -1334880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1334883.250000 Penalty: 4618.435059
	Iteration 50Q: 3 clusters Score -1334883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1334891.250000 Penalty: 4618.435059
	Iteration 51Q: 3 clusters Score -1334891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1334892.375000 Penalty: 4618.435059
	Iteration 52Q: 3 clusters Score -1334892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1334894.250000 Penalty: 4618.435059
	Iteration 53Q: 3 clusters Score -1334894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1334895.625000 Penalty: 4618.435059
	Iteration 54Q: 3 clusters Score -1334896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1334893.625000 Penalty: 4618.435059
	Iteration 55Q: 3 clusters Score -1334894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1334897.250000 Penalty: 4618.435059
	Iteration 56Q: 3 clusters Score -1334897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1334900.000000 Penalty: 4618.435059
	Iteration 57Q: 3 clusters Score -1334900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1334898.250000 Penalty: 4618.435059
	Iteration 58Q: 3 clusters Score -1334898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1334898.000000 Penalty: 4618.435059
	Iteration 59Q: 3 clusters Score -1334898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1334898.625000 Penalty: 4618.435059
	Iteration 60F: 3 clusters Score -1334899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1334899.250000 Penalty: 4618.435059
	Iteration 61Q: 3 clusters Score -1334899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1334898.875000 Penalty: 4618.435059
	Iteration 62Q: 3 clusters Score -1334899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1334901.250000 Penalty: 4618.435059
	Iteration 63Q: 3 clusters Score -1334901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1334900.250000 Penalty: 4618.435059
	Iteration 64Q: 3 clusters Score -1334900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1334899.875000 Penalty: 4618.435059
	Iteration 65Q: 3 clusters Score -1334900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1334904.250000 Penalty: 4618.435059
	Iteration 66Q: 3 clusters Score -1334904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1334903.875000 Penalty: 4618.435059
	Iteration 67Q: 3 clusters Score -1334904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1334902.250000 Penalty: 4618.435059
	Iteration 68Q: 3 clusters Score -1334902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1334900.000000 Penalty: 4618.435059
	Iteration 69Q: 3 clusters Score -1334900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1334900.875000 Penalty: 4618.435059
	Iteration 70Q: 3 clusters Score -1334901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1334900.875000 Penalty: 4618.435059
	Iteration 71F: 3 clusters Score -1334901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -1036194.937500 Penalty: 2247.652832
	Iteration 0F: 2 clusters Score -1036195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1029451.750000 Penalty: 4495.305664
	Iteration 0F: 3 clusters Score -1029452 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1031304.000000 Penalty: 4495.305664
	Iteration 1F: 3 clusters Score -1031304 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1031661.187500 Penalty: 4495.305664
	Iteration 2F: 3 clusters Score -1031661 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1031894.500000 Penalty: 4495.305664
	Iteration 3F: 3 clusters Score -1031894 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1032059.937500 Penalty: 4495.305664
	Iteration 4Q: 3 clusters Score -1032060 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1032219.562500 Penalty: 4495.305664
	Iteration 5Q: 3 clusters Score -1032220 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1032373.625000 Penalty: 4495.305664
	Iteration 6Q: 3 clusters Score -1032374 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1032528.625000 Penalty: 4495.305664
	Iteration 7Q: 3 clusters Score -1032529 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1032698.937500 Penalty: 4495.305664
	Iteration 8Q: 3 clusters Score -1032699 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1032873.562500 Penalty: 4495.305664
	Iteration 9Q: 3 clusters Score -1032874 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1033044.875000 Penalty: 4495.305664
	Iteration 10Q: 3 clusters Score -1033045 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1033209.562500 Penalty: 4495.305664
	Iteration 11Q: 3 clusters Score -1033210 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1033340.937500 Penalty: 4495.305664
	Iteration 12Q: 3 clusters Score -1033341 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1033458.312500 Penalty: 4495.305664
	Iteration 13Q: 3 clusters Score -1033458 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1033566.562500 Penalty: 4495.305664
	Iteration 14Q: 3 clusters Score -1033567 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1033649.250000 Penalty: 4495.305664
	Iteration 15Q: 3 clusters Score -1033649 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1033713.125000 Penalty: 4495.305664
	Iteration 16Q: 3 clusters Score -1033713 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1033762.312500 Penalty: 4495.305664
	Iteration 17Q: 3 clusters Score -1033762 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1033809.937500 Penalty: 4495.305664
	Iteration 18Q: 3 clusters Score -1033810 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1033846.875000 Penalty: 4495.305664
	Iteration 19Q: 3 clusters Score -1033847 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1033882.250000 Penalty: 4495.305664
	Iteration 20F: 3 clusters Score -1033882 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1033915.000000 Penalty: 4495.305664
	Iteration 21Q: 3 clusters Score -1033915 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1033948.000000 Penalty: 4495.305664
	Iteration 22Q: 3 clusters Score -1033948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1033978.250000 Penalty: 4495.305664
	Iteration 23Q: 3 clusters Score -1033978 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1034017.187500 Penalty: 4495.305664
	Iteration 24Q: 3 clusters Score -1034017 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1034048.937500 Penalty: 4495.305664
	Iteration 25Q: 3 clusters Score -1034049 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1034082.125000 Penalty: 4495.305664
	Iteration 26Q: 3 clusters Score -1034082 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1034111.875000 Penalty: 4495.305664
	Iteration 27Q: 3 clusters Score -1034112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1034129.937500 Penalty: 4495.305664
	Iteration 28Q: 3 clusters Score -1034130 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1034153.437500 Penalty: 4495.305664
	Iteration 29Q: 3 clusters Score -1034153 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1034174.312500 Penalty: 4495.305664
	Iteration 30Q: 3 clusters Score -1034174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1034185.875000 Penalty: 4495.305664
	Iteration 31Q: 3 clusters Score -1034186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1034195.125000 Penalty: 4495.305664
	Iteration 32Q: 3 clusters Score -1034195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1034205.125000 Penalty: 4495.305664
	Iteration 33Q: 3 clusters Score -1034205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1034211.375000 Penalty: 4495.305664
	Iteration 34Q: 3 clusters Score -1034211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1034224.125000 Penalty: 4495.305664
	Iteration 35Q: 3 clusters Score -1034224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1034234.125000 Penalty: 4495.305664
	Iteration 36Q: 3 clusters Score -1034234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1034244.750000 Penalty: 4495.305664
	Iteration 37Q: 3 clusters Score -1034245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1034253.437500 Penalty: 4495.305664
	Iteration 38Q: 3 clusters Score -1034253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1034259.187500 Penalty: 4495.305664
	Iteration 39Q: 3 clusters Score -1034259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1034262.562500 Penalty: 4495.305664
	Iteration 40F: 3 clusters Score -1034263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1034269.500000 Penalty: 4495.305664
	Iteration 41Q: 3 clusters Score -1034270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1034274.250000 Penalty: 4495.305664
	Iteration 42Q: 3 clusters Score -1034274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1034280.125000 Penalty: 4495.305664
	Iteration 43Q: 3 clusters Score -1034280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1034278.750000 Penalty: 4495.305664
	Iteration 44Q: 3 clusters Score -1034279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1034286.562500 Penalty: 4495.305664
	Iteration 45Q: 3 clusters Score -1034287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1034286.000000 Penalty: 4495.305664
	Iteration 46Q: 3 clusters Score -1034286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1034288.562500 Penalty: 4495.305664
	Iteration 47Q: 3 clusters Score -1034289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1034291.500000 Penalty: 4495.305664
	Iteration 48Q: 3 clusters Score -1034292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1034290.562500 Penalty: 4495.305664
	Iteration 49Q: 3 clusters Score -1034291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1034295.562500 Penalty: 4495.305664
	Iteration 50Q: 3 clusters Score -1034296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1034298.625000 Penalty: 4495.305664
	Iteration 51Q: 3 clusters Score -1034299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1034299.062500 Penalty: 4495.305664
	Iteration 52Q: 3 clusters Score -1034299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1034300.187500 Penalty: 4495.305664
	Iteration 53Q: 3 clusters Score -1034300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1034299.562500 Penalty: 4495.305664
	Iteration 54Q: 3 clusters Score -1034300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1034301.062500 Penalty: 4495.305664
	Iteration 55Q: 3 clusters Score -1034301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1034299.437500 Penalty: 4495.305664
	Iteration 56Q: 3 clusters Score -1034299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1034300.062500 Penalty: 4495.305664
	Iteration 57Q: 3 clusters Score -1034300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1034301.187500 Penalty: 4495.305664
	Iteration 58Q: 3 clusters Score -1034301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1034301.250000 Penalty: 4495.305664
	Iteration 59Q: 3 clusters Score -1034301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1034302.625000 Penalty: 4495.305664
	Iteration 60F: 3 clusters Score -1034303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1034302.750000 Penalty: 4495.305664
	Iteration 61Q: 3 clusters Score -1034303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1034303.500000 Penalty: 4495.305664
	Iteration 62Q: 3 clusters Score -1034304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1034304.562500 Penalty: 4495.305664
	Iteration 63Q: 3 clusters Score -1034305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1034302.875000 Penalty: 4495.305664
	Iteration 64Q: 3 clusters Score -1034303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1034303.687500 Penalty: 4495.305664
	Iteration 65Q: 3 clusters Score -1034304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1034304.687500 Penalty: 4495.305664
	Iteration 66Q: 3 clusters Score -1034305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1034304.812500 Penalty: 4495.305664
	Iteration 67Q: 3 clusters Score -1034305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1034304.812500 Penalty: 4495.305664
	Iteration 68F: 3 clusters Score -1034305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Entering Unmasked Estep 
Score: -2013192.750000 Penalty: 2403.515137
	Iteration 0F: 2 clusters Score -2013193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2001608.125000 Penalty: 4807.030273
	Iteration 0F: 3 clusters Score -2001608 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2005234.875000 Penalty: 4807.030273
	Iteration 1F: 3 clusters Score -2005235 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2005559.125000 Penalty: 4807.030273
	Iteration 2F: 3 clusters Score -2005559 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2005868.250000 Penalty: 4807.030273
	Iteration 3Q: 3 clusters Score -2005868 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2006235.625000 Penalty: 4807.030273
	Iteration 4Q: 3 clusters Score -2006236 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2006734.625000 Penalty: 4807.030273
	Iteration 5F: 3 clusters Score -2006735 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2007393.750000 Penalty: 4807.030273
	Iteration 6F: 3 clusters Score -2007394 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2008218.125000 Penalty: 4807.030273
	Iteration 7F: 3 clusters Score -2008218 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2009046.625000 Penalty: 4807.030273
	Iteration 8F: 3 clusters Score -2009047 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2009782.625000 Penalty: 4807.030273
	Iteration 9F: 3 clusters Score -2009783 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2010251.375000 Penalty: 4807.030273
	Iteration 10Q: 3 clusters Score -2010251 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2010517.500000 Penalty: 4807.030273
	Iteration 11Q: 3 clusters Score -2010518 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2010672.000000 Penalty: 4807.030273
	Iteration 12Q: 3 clusters Score -2010672 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2010778.125000 Penalty: 4807.030273
	Iteration 13Q: 3 clusters Score -2010778 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2010860.750000 Penalty: 4807.030273
	Iteration 14Q: 3 clusters Score -2010861 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2010918.000000 Penalty: 4807.030273
	Iteration 15Q: 3 clusters Score -2010918 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2010970.875000 Penalty: 4807.030273
	Iteration 16Q: 3 clusters Score -2010971 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2011025.750000 Penalty: 4807.030273
	Iteration 17Q: 3 clusters Score -2011026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2011063.625000 Penalty: 4807.030273
	Iteration 18Q: 3 clusters Score -2011064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2011099.125000 Penalty: 4807.030273
	Iteration 19Q: 3 clusters Score -2011099 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2011131.750000 Penalty: 4807.030273
	Iteration 20F: 3 clusters Score -2011132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2011163.875000 Penalty: 4807.030273
	Iteration 21Q: 3 clusters Score -2011164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2011183.625000 Penalty: 4807.030273
	Iteration 22Q: 3 clusters Score -2011184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2011194.000000 Penalty: 4807.030273
	Iteration 23Q: 3 clusters Score -2011194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2011203.375000 Penalty: 4807.030273
	Iteration 24Q: 3 clusters Score -2011203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2011215.875000 Penalty: 4807.030273
	Iteration 25Q: 3 clusters Score -2011216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2011225.125000 Penalty: 4807.030273
	Iteration 26Q: 3 clusters Score -2011225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2011229.750000 Penalty: 4807.030273
	Iteration 27Q: 3 clusters Score -2011230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2011236.375000 Penalty: 4807.030273
	Iteration 28Q: 3 clusters Score -2011236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2011241.875000 Penalty: 4807.030273
	Iteration 29Q: 3 clusters Score -2011242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2011246.125000 Penalty: 4807.030273
	Iteration 30Q: 3 clusters Score -2011246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2011255.125000 Penalty: 4807.030273
	Iteration 31Q: 3 clusters Score -2011255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2011260.375000 Penalty: 4807.030273
	Iteration 32Q: 3 clusters Score -2011260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2011264.250000 Penalty: 4807.030273
	Iteration 33Q: 3 clusters Score -2011264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2011268.625000 Penalty: 4807.030273
	Iteration 34Q: 3 clusters Score -2011269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2011270.875000 Penalty: 4807.030273
	Iteration 35Q: 3 clusters Score -2011271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2011275.875000 Penalty: 4807.030273
	Iteration 36Q: 3 clusters Score -2011276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2011277.000000 Penalty: 4807.030273
	Iteration 37Q: 3 clusters Score -2011277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2011277.625000 Penalty: 4807.030273
	Iteration 38Q: 3 clusters Score -2011278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2011281.500000 Penalty: 4807.030273
	Iteration 39Q: 3 clusters Score -2011282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2011282.750000 Penalty: 4807.030273
	Iteration 40F: 3 clusters Score -2011283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2011281.750000 Penalty: 4807.030273
	Iteration 41Q: 3 clusters Score -2011282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2011281.750000 Penalty: 4807.030273
	Iteration 42F: 3 clusters Score -2011282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Entering Unmasked Estep 
Score: -1986616.125000 Penalty: 2398.405029
	Iteration 0F: 2 clusters Score -1986616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1975243.250000 Penalty: 4796.810059
	Iteration 0F: 3 clusters Score -1975243 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1978849.375000 Penalty: 4796.810059
	Iteration 1F: 3 clusters Score -1978849 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1979142.375000 Penalty: 4796.810059
	Iteration 2F: 3 clusters Score -1979142 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1979350.375000 Penalty: 4796.810059
	Iteration 3Q: 3 clusters Score -1979350 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1979552.750000 Penalty: 4796.810059
	Iteration 4Q: 3 clusters Score -1979553 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1979711.750000 Penalty: 4796.810059
	Iteration 5Q: 3 clusters Score -1979712 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1979853.625000 Penalty: 4796.810059
	Iteration 6Q: 3 clusters Score -1979854 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1980003.375000 Penalty: 4796.810059
	Iteration 7Q: 3 clusters Score -1980003 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1980158.875000 Penalty: 4796.810059
	Iteration 8Q: 3 clusters Score -1980159 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1980336.500000 Penalty: 4796.810059
	Iteration 9Q: 3 clusters Score -1980336 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1980580.000000 Penalty: 4796.810059
	Iteration 10Q: 3 clusters Score -1980580 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1980932.625000 Penalty: 4796.810059
	Iteration 11Q: 3 clusters Score -1980933 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1981361.750000 Penalty: 4796.810059
	Iteration 12Q: 3 clusters Score -1981362 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1981891.000000 Penalty: 4796.810059
	Iteration 13Q: 3 clusters Score -1981891 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1982511.625000 Penalty: 4796.810059
	Iteration 14Q: 3 clusters Score -1982512 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1983079.000000 Penalty: 4796.810059
	Iteration 15Q: 3 clusters Score -1983079 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1983567.000000 Penalty: 4796.810059
	Iteration 16Q: 3 clusters Score -1983567 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1983890.875000 Penalty: 4796.810059
	Iteration 17Q: 3 clusters Score -1983891 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1984085.375000 Penalty: 4796.810059
	Iteration 18Q: 3 clusters Score -1984085 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1984229.625000 Penalty: 4796.810059
	Iteration 19Q: 3 clusters Score -1984230 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1984322.875000 Penalty: 4796.810059
	Iteration 20F: 3 clusters Score -1984323 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1984376.000000 Penalty: 4796.810059
	Iteration 21Q: 3 clusters Score -1984376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1984407.250000 Penalty: 4796.810059
	Iteration 22Q: 3 clusters Score -1984407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1984443.500000 Penalty: 4796.810059
	Iteration 23Q: 3 clusters Score -1984444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1984464.375000 Penalty: 4796.810059
	Iteration 24Q: 3 clusters Score -1984464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1984473.375000 Penalty: 4796.810059
	Iteration 25Q: 3 clusters Score -1984473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1984482.375000 Penalty: 4796.810059
	Iteration 26Q: 3 clusters Score -1984482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1984492.375000 Penalty: 4796.810059
	Iteration 27Q: 3 clusters Score -1984492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1984496.750000 Penalty: 4796.810059
	Iteration 28Q: 3 clusters Score -1984497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1984500.625000 Penalty: 4796.810059
	Iteration 29Q: 3 clusters Score -1984501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1984501.625000 Penalty: 4796.810059
	Iteration 30Q: 3 clusters Score -1984502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1984503.250000 Penalty: 4796.810059
	Iteration 31Q: 3 clusters Score -1984503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1984505.750000 Penalty: 4796.810059
	Iteration 32Q: 3 clusters Score -1984506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1984506.000000 Penalty: 4796.810059
	Iteration 33Q: 3 clusters Score -1984506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1984505.375000 Penalty: 4796.810059
	Iteration 34Q: 3 clusters Score -1984505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1984510.125000 Penalty: 4796.810059
	Iteration 35Q: 3 clusters Score -1984510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1984517.375000 Penalty: 4796.810059
	Iteration 36Q: 3 clusters Score -1984517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1984518.000000 Penalty: 4796.810059
	Iteration 37Q: 3 clusters Score -1984518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1984519.125000 Penalty: 4796.810059
	Iteration 38Q: 3 clusters Score -1984519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1984519.250000 Penalty: 4796.810059
	Iteration 39Q: 3 clusters Score -1984519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1984519.125000 Penalty: 4796.810059
	Iteration 40F: 3 clusters Score -1984519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -459373.281250 Penalty: 2049.817627
	Iteration 0F: 2 clusters Score -459373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -455548.812500 Penalty: 4099.635254
	Iteration 0F: 3 clusters Score -455548.8 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -456490.625000 Penalty: 4099.635254
	Iteration 1F: 3 clusters Score -456490.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -456759.593750 Penalty: 4099.635254
	Iteration 2F: 3 clusters Score -456759.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -457016.406250 Penalty: 4099.635254
	Iteration 3F: 3 clusters Score -457016.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -457278.156250 Penalty: 4099.635254
	Iteration 4F: 3 clusters Score -457278.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -457443.281250 Penalty: 4099.635254
	Iteration 5F: 3 clusters Score -457443.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -457591.250000 Penalty: 4099.635254
	Iteration 6Q: 3 clusters Score -457591.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -457701.906250 Penalty: 4099.635254
	Iteration 7Q: 3 clusters Score -457701.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -457796.000000 Penalty: 4099.635254
	Iteration 8Q: 3 clusters Score -457796 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -457880.750000 Penalty: 4099.635254
	Iteration 9Q: 3 clusters Score -457880.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -457994.687500 Penalty: 4099.635254
	Iteration 10Q: 3 clusters Score -457994.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -458102.093750 Penalty: 4099.635254
	Iteration 11Q: 3 clusters Score -458102.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -458208.343750 Penalty: 4099.635254
	Iteration 12Q: 3 clusters Score -458208.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -458317.406250 Penalty: 4099.635254
	Iteration 13Q: 3 clusters Score -458317.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -458397.250000 Penalty: 4099.635254
	Iteration 14Q: 3 clusters Score -458397.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -458467.687500 Penalty: 4099.635254
	Iteration 15Q: 3 clusters Score -458467.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -458517.562500 Penalty: 4099.635254
	Iteration 16Q: 3 clusters Score -458517.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -458540.406250 Penalty: 4099.635254
	Iteration 17Q: 3 clusters Score -458540.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -458559.250000 Penalty: 4099.635254
	Iteration 18Q: 3 clusters Score -458559.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -458569.062500 Penalty: 4099.635254
	Iteration 19Q: 3 clusters Score -458569.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -458576.625000 Penalty: 4099.635254
	Iteration 20F: 3 clusters Score -458576.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -458583.093750 Penalty: 4099.635254
	Iteration 21Q: 3 clusters Score -458583.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -458588.312500 Penalty: 4099.635254
	Iteration 22Q: 3 clusters Score -458588.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -458598.375000 Penalty: 4099.635254
	Iteration 23Q: 3 clusters Score -458598.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -458604.093750 Penalty: 4099.635254
	Iteration 24Q: 3 clusters Score -458604.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -458610.093750 Penalty: 4099.635254
	Iteration 25Q: 3 clusters Score -458610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -458611.281250 Penalty: 4099.635254
	Iteration 26Q: 3 clusters Score -458611.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -458614.718750 Penalty: 4099.635254
	Iteration 27Q: 3 clusters Score -458614.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -458617.218750 Penalty: 4099.635254
	Iteration 28Q: 3 clusters Score -458617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -458617.156250 Penalty: 4099.635254
	Iteration 29Q: 3 clusters Score -458617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -458617.156250 Penalty: 4099.635254
	Iteration 30F: 3 clusters Score -458617.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -631409.062500 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -631409.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -626625.750000 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -626625.8 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -627903.875000 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -627903.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -628261.125000 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -628261.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -628638.062500 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -628638.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -628967.625000 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -628967.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -629267.125000 Penalty: 4260.675781
	Iteration 5F: 3 clusters Score -629267.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -629550.187500 Penalty: 4260.675781
	Iteration 6F: 3 clusters Score -629550.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -629770.875000 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -629770.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -629945.437500 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -629945.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -630047.687500 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -630047.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -630093.562500 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -630093.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -630123.312500 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -630123.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -630135.687500 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -630135.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -630147.187500 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -630147.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -630154.625000 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -630154.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -630159.000000 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -630159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -630162.750000 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -630162.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -630167.000000 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -630167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -630170.437500 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -630170.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -630173.187500 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -630173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -630174.250000 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -630174.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -630177.687500 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -630177.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -630178.750000 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -630178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -630180.187500 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -630180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -630181.250000 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -630181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -630181.375000 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -630181.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -630182.500000 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -630182.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -630182.062500 Penalty: 4260.675781
	Iteration 27Q: 3 clusters Score -630182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -630181.750000 Penalty: 4260.675781
	Iteration 28Q: 3 clusters Score -630181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -630181.750000 Penalty: 4260.675781
	Iteration 29F: 3 clusters Score -630181.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24614.433594 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -24614.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23519.648438 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -23519.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23607.171875 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -23607.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23625.173828 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -23625.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23626.853516 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -23626.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23628.087891 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -23628.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23628.087891 Penalty: 2697.287354
	Iteration 5F: 3 clusters Score -23628.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -667653.125000 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -667653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -662889.562500 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -662889.6 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -664119.875000 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -664119.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -664491.250000 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -664491.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -664873.750000 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -664873.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -665237.500000 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -665237.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -665534.812500 Penalty: 4260.675781
	Iteration 5F: 3 clusters Score -665534.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -665792.000000 Penalty: 4260.675781
	Iteration 6F: 3 clusters Score -665792 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -666023.187500 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -666023.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -666203.937500 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -666203.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -666315.750000 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -666315.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -666381.437500 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -666381.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -666424.750000 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -666424.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -666452.375000 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -666452.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -666480.750000 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -666480.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -666503.875000 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -666503.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -666513.312500 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -666513.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -666524.187500 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -666524.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -666529.375000 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -666529.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -666536.937500 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -666536.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -666543.125000 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -666543.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -666549.250000 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -666549.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -666552.437500 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -666552.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -666556.125000 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -666556.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -666562.687500 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -666562.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -666563.000000 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -666563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -666564.375000 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -666564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -666564.875000 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -666564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -666566.625000 Penalty: 4260.675781
	Iteration 27Q: 3 clusters Score -666566.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -666569.625000 Penalty: 4260.675781
	Iteration 28Q: 3 clusters Score -666569.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -666569.687500 Penalty: 4260.675781
	Iteration 29Q: 3 clusters Score -666569.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -666570.875000 Penalty: 4260.675781
	Iteration 30Q: 3 clusters Score -666570.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -666570.875000 Penalty: 4260.675781
	Iteration 31F: 3 clusters Score -666570.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Entering Unmasked Estep 
Score: -1787654.625000 Penalty: 2382.927734
	Iteration 0F: 2 clusters Score -1787655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1776935.375000 Penalty: 4765.855469
	Iteration 0F: 3 clusters Score -1776935 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1780557.625000 Penalty: 4765.855469
	Iteration 1F: 3 clusters Score -1780558 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1781000.375000 Penalty: 4765.855469
	Iteration 2F: 3 clusters Score -1781000 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1781340.125000 Penalty: 4765.855469
	Iteration 3F: 3 clusters Score -1781340 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1781643.250000 Penalty: 4765.855469
	Iteration 4Q: 3 clusters Score -1781643 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1781932.625000 Penalty: 4765.855469
	Iteration 5Q: 3 clusters Score -1781933 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1782266.875000 Penalty: 4765.855469
	Iteration 6Q: 3 clusters Score -1782267 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1782597.750000 Penalty: 4765.855469
	Iteration 7Q: 3 clusters Score -1782598 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1782878.625000 Penalty: 4765.855469
	Iteration 8Q: 3 clusters Score -1782879 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1783153.125000 Penalty: 4765.855469
	Iteration 9Q: 3 clusters Score -1783153 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1783404.625000 Penalty: 4765.855469
	Iteration 10Q: 3 clusters Score -1783405 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1783627.625000 Penalty: 4765.855469
	Iteration 11Q: 3 clusters Score -1783628 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1783815.125000 Penalty: 4765.855469
	Iteration 12Q: 3 clusters Score -1783815 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1783962.125000 Penalty: 4765.855469
	Iteration 13Q: 3 clusters Score -1783962 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1784096.125000 Penalty: 4765.855469
	Iteration 14Q: 3 clusters Score -1784096 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1784205.750000 Penalty: 4765.855469
	Iteration 15Q: 3 clusters Score -1784206 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1784311.000000 Penalty: 4765.855469
	Iteration 16Q: 3 clusters Score -1784311 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1784406.500000 Penalty: 4765.855469
	Iteration 17Q: 3 clusters Score -1784406 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1784494.375000 Penalty: 4765.855469
	Iteration 18Q: 3 clusters Score -1784494 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1784573.250000 Penalty: 4765.855469
	Iteration 19Q: 3 clusters Score -1784573 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1784661.625000 Penalty: 4765.855469
	Iteration 20F: 3 clusters Score -1784662 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1784748.625000 Penalty: 4765.855469
	Iteration 21Q: 3 clusters Score -1784749 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1784831.875000 Penalty: 4765.855469
	Iteration 22Q: 3 clusters Score -1784832 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1784911.750000 Penalty: 4765.855469
	Iteration 23Q: 3 clusters Score -1784912 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1785009.125000 Penalty: 4765.855469
	Iteration 24Q: 3 clusters Score -1785009 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1785083.125000 Penalty: 4765.855469
	Iteration 25Q: 3 clusters Score -1785083 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1785156.500000 Penalty: 4765.855469
	Iteration 26Q: 3 clusters Score -1785156 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1785213.250000 Penalty: 4765.855469
	Iteration 27Q: 3 clusters Score -1785213 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1785272.000000 Penalty: 4765.855469
	Iteration 28Q: 3 clusters Score -1785272 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1785329.625000 Penalty: 4765.855469
	Iteration 29Q: 3 clusters Score -1785330 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1785385.750000 Penalty: 4765.855469
	Iteration 30Q: 3 clusters Score -1785386 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1785434.625000 Penalty: 4765.855469
	Iteration 31Q: 3 clusters Score -1785435 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1785481.625000 Penalty: 4765.855469
	Iteration 32Q: 3 clusters Score -1785482 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1785520.625000 Penalty: 4765.855469
	Iteration 33Q: 3 clusters Score -1785521 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1785558.750000 Penalty: 4765.855469
	Iteration 34Q: 3 clusters Score -1785559 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1785585.250000 Penalty: 4765.855469
	Iteration 35Q: 3 clusters Score -1785585 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1785609.750000 Penalty: 4765.855469
	Iteration 36Q: 3 clusters Score -1785610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1785634.250000 Penalty: 4765.855469
	Iteration 37Q: 3 clusters Score -1785634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1785653.625000 Penalty: 4765.855469
	Iteration 38Q: 3 clusters Score -1785654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1785666.625000 Penalty: 4765.855469
	Iteration 39Q: 3 clusters Score -1785667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1785675.375000 Penalty: 4765.855469
	Iteration 40F: 3 clusters Score -1785675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1785700.500000 Penalty: 4765.855469
	Iteration 41Q: 3 clusters Score -1785700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1785726.500000 Penalty: 4765.855469
	Iteration 42Q: 3 clusters Score -1785726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1785750.125000 Penalty: 4765.855469
	Iteration 43Q: 3 clusters Score -1785750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1785772.500000 Penalty: 4765.855469
	Iteration 44Q: 3 clusters Score -1785772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1785791.250000 Penalty: 4765.855469
	Iteration 45Q: 3 clusters Score -1785791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1785799.625000 Penalty: 4765.855469
	Iteration 46Q: 3 clusters Score -1785800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1785813.875000 Penalty: 4765.855469
	Iteration 47Q: 3 clusters Score -1785814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1785826.375000 Penalty: 4765.855469
	Iteration 48Q: 3 clusters Score -1785826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1785846.000000 Penalty: 4765.855469
	Iteration 49Q: 3 clusters Score -1785846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1785860.875000 Penalty: 4765.855469
	Iteration 50Q: 3 clusters Score -1785861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1785862.500000 Penalty: 4765.855469
	Iteration 51Q: 3 clusters Score -1785862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1785868.000000 Penalty: 4765.855469
	Iteration 52Q: 3 clusters Score -1785868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1785871.750000 Penalty: 4765.855469
	Iteration 53Q: 3 clusters Score -1785872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1785880.500000 Penalty: 4765.855469
	Iteration 54Q: 3 clusters Score -1785880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1785888.000000 Penalty: 4765.855469
	Iteration 55Q: 3 clusters Score -1785888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1785895.250000 Penalty: 4765.855469
	Iteration 56Q: 3 clusters Score -1785895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1785904.750000 Penalty: 4765.855469
	Iteration 57Q: 3 clusters Score -1785905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1785909.000000 Penalty: 4765.855469
	Iteration 58Q: 3 clusters Score -1785909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1785911.500000 Penalty: 4765.855469
	Iteration 59Q: 3 clusters Score -1785912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1785913.000000 Penalty: 4765.855469
	Iteration 60F: 3 clusters Score -1785913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1785914.375000 Penalty: 4765.855469
	Iteration 61Q: 3 clusters Score -1785914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1785918.125000 Penalty: 4765.855469
	Iteration 62Q: 3 clusters Score -1785918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1785920.875000 Penalty: 4765.855469
	Iteration 63Q: 3 clusters Score -1785921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1785918.875000 Penalty: 4765.855469
	Iteration 64Q: 3 clusters Score -1785919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1785920.250000 Penalty: 4765.855469
	Iteration 65Q: 3 clusters Score -1785920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1785920.250000 Penalty: 4765.855469
	Iteration 66F: 3 clusters Score -1785920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -341282.750000 Penalty: 1978.875977
	Iteration 0F: 2 clusters Score -341282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -338088.406250 Penalty: 3957.751953
	Iteration 0F: 3 clusters Score -338088.4 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -338764.187500 Penalty: 3957.751953
	Iteration 1F: 3 clusters Score -338764.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -338975.062500 Penalty: 3957.751953
	Iteration 2F: 3 clusters Score -338975.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -339147.062500 Penalty: 3957.751953
	Iteration 3F: 3 clusters Score -339147.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -339294.500000 Penalty: 3957.751953
	Iteration 4Q: 3 clusters Score -339294.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -339441.531250 Penalty: 3957.751953
	Iteration 5Q: 3 clusters Score -339441.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -339630.875000 Penalty: 3957.751953
	Iteration 6Q: 3 clusters Score -339630.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -339824.531250 Penalty: 3957.751953
	Iteration 7Q: 3 clusters Score -339824.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -340010.906250 Penalty: 3957.751953
	Iteration 8Q: 3 clusters Score -340010.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -340246.687500 Penalty: 3957.751953
	Iteration 9Q: 3 clusters Score -340246.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -340513.843750 Penalty: 3957.751953
	Iteration 10Q: 3 clusters Score -340513.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -340813.312500 Penalty: 3957.751953
	Iteration 11Q: 3 clusters Score -340813.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -341003.906250 Penalty: 3957.751953
	Iteration 12Q: 3 clusters Score -341003.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -341082.375000 Penalty: 3957.751953
	Iteration 13Q: 3 clusters Score -341082.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -341121.218750 Penalty: 3957.751953
	Iteration 14Q: 3 clusters Score -341121.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -341146.625000 Penalty: 3957.751953
	Iteration 15Q: 3 clusters Score -341146.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -341163.562500 Penalty: 3957.751953
	Iteration 16Q: 3 clusters Score -341163.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -341174.468750 Penalty: 3957.751953
	Iteration 17Q: 3 clusters Score -341174.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -341179.062500 Penalty: 3957.751953
	Iteration 18Q: 3 clusters Score -341179.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -341182.687500 Penalty: 3957.751953
	Iteration 19Q: 3 clusters Score -341182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -341184.281250 Penalty: 3957.751953
	Iteration 20F: 3 clusters Score -341184.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -341184.625000 Penalty: 3957.751953
	Iteration 21Q: 3 clusters Score -341184.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -341185.750000 Penalty: 3957.751953
	Iteration 22Q: 3 clusters Score -341185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -341185.718750 Penalty: 3957.751953
	Iteration 23Q: 3 clusters Score -341185.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -341185.718750 Penalty: 3957.751953
	Iteration 24F: 3 clusters Score -341185.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -503405.687500 Penalty: 2072.833008
	Iteration 0F: 2 clusters Score -503405.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -499353.250000 Penalty: 4145.666016
	Iteration 0F: 3 clusters Score -499353.2 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -500264.781250 Penalty: 4145.666016
	Iteration 1F: 3 clusters Score -500264.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -500504.437500 Penalty: 4145.666016
	Iteration 2F: 3 clusters Score -500504.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -500758.156250 Penalty: 4145.666016
	Iteration 3F: 3 clusters Score -500758.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -501017.406250 Penalty: 4145.666016
	Iteration 4F: 3 clusters Score -501017.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -501283.125000 Penalty: 4145.666016
	Iteration 5F: 3 clusters Score -501283.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -501532.375000 Penalty: 4145.666016
	Iteration 6F: 3 clusters Score -501532.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -501754.750000 Penalty: 4145.666016
	Iteration 7F: 3 clusters Score -501754.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -501935.218750 Penalty: 4145.666016
	Iteration 8Q: 3 clusters Score -501935.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -502125.843750 Penalty: 4145.666016
	Iteration 9Q: 3 clusters Score -502125.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -502308.062500 Penalty: 4145.666016
	Iteration 10Q: 3 clusters Score -502308.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -502475.250000 Penalty: 4145.666016
	Iteration 11Q: 3 clusters Score -502475.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -502619.531250 Penalty: 4145.666016
	Iteration 12Q: 3 clusters Score -502619.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -502715.625000 Penalty: 4145.666016
	Iteration 13Q: 3 clusters Score -502715.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -502789.906250 Penalty: 4145.666016
	Iteration 14Q: 3 clusters Score -502789.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -502824.656250 Penalty: 4145.666016
	Iteration 15Q: 3 clusters Score -502824.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -502853.250000 Penalty: 4145.666016
	Iteration 16Q: 3 clusters Score -502853.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -502873.500000 Penalty: 4145.666016
	Iteration 17Q: 3 clusters Score -502873.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -502886.656250 Penalty: 4145.666016
	Iteration 18Q: 3 clusters Score -502886.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -502894.125000 Penalty: 4145.666016
	Iteration 19Q: 3 clusters Score -502894.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -502897.656250 Penalty: 4145.666016
	Iteration 20F: 3 clusters Score -502897.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -502900.562500 Penalty: 4145.666016
	Iteration 21Q: 3 clusters Score -502900.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -502904.156250 Penalty: 4145.666016
	Iteration 22Q: 3 clusters Score -502904.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -502907.718750 Penalty: 4145.666016
	Iteration 23Q: 3 clusters Score -502907.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -502911.187500 Penalty: 4145.666016
	Iteration 24Q: 3 clusters Score -502911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -502912.187500 Penalty: 4145.666016
	Iteration 25Q: 3 clusters Score -502912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -502913.312500 Penalty: 4145.666016
	Iteration 26Q: 3 clusters Score -502913.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -502913.031250 Penalty: 4145.666016
	Iteration 27Q: 3 clusters Score -502913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -502913.812500 Penalty: 4145.666016
	Iteration 28Q: 3 clusters Score -502913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -502915.156250 Penalty: 4145.666016
	Iteration 29Q: 3 clusters Score -502915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -502915.250000 Penalty: 4145.666016
	Iteration 30Q: 3 clusters Score -502915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -502916.031250 Penalty: 4145.666016
	Iteration 31Q: 3 clusters Score -502916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -502918.812500 Penalty: 4145.666016
	Iteration 32Q: 3 clusters Score -502918.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -502919.437500 Penalty: 4145.666016
	Iteration 33Q: 3 clusters Score -502919.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -502921.875000 Penalty: 4145.666016
	Iteration 34Q: 3 clusters Score -502921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -502920.656250 Penalty: 4145.666016
	Iteration 35Q: 3 clusters Score -502920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -502921.656250 Penalty: 4145.666016
	Iteration 36Q: 3 clusters Score -502921.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -502922.718750 Penalty: 4145.666016
	Iteration 37Q: 3 clusters Score -502922.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -502922.250000 Penalty: 4145.666016
	Iteration 38Q: 3 clusters Score -502922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -502922.250000 Penalty: 4145.666016
	Iteration 39F: 3 clusters Score -502922.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -478781.562500 Penalty: 2052.987305
	Iteration 0F: 2 clusters Score -478781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -474888.906250 Penalty: 4105.974609
	Iteration 0F: 3 clusters Score -474888.9 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -475740.500000 Penalty: 4105.974609
	Iteration 1F: 3 clusters Score -475740.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -475927.656250 Penalty: 4105.974609
	Iteration 2F: 3 clusters Score -475927.7 nChanged 192
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: -476053.937500 Penalty: 4105.974609
	Iteration 3Q: 3 clusters Score -476053.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -476138.531250 Penalty: 4105.974609
	Iteration 4Q: 3 clusters Score -476138.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -476194.312500 Penalty: 4105.974609
	Iteration 5Q: 3 clusters Score -476194.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -476225.187500 Penalty: 4105.974609
	Iteration 6Q: 3 clusters Score -476225.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -476252.343750 Penalty: 4105.974609
	Iteration 7Q: 3 clusters Score -476252.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -476267.656250 Penalty: 4105.974609
	Iteration 8Q: 3 clusters Score -476267.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -476288.000000 Penalty: 4105.974609
	Iteration 9Q: 3 clusters Score -476288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -476309.031250 Penalty: 4105.974609
	Iteration 10Q: 3 clusters Score -476309 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -476341.125000 Penalty: 4105.974609
	Iteration 11Q: 3 clusters Score -476341.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -476372.875000 Penalty: 4105.974609
	Iteration 12Q: 3 clusters Score -476372.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -476403.500000 Penalty: 4105.974609
	Iteration 13Q: 3 clusters Score -476403.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -476436.968750 Penalty: 4105.974609
	Iteration 14Q: 3 clusters Score -476437 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -476467.000000 Penalty: 4105.974609
	Iteration 15Q: 3 clusters Score -476467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -476486.156250 Penalty: 4105.974609
	Iteration 16Q: 3 clusters Score -476486.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -476504.656250 Penalty: 4105.974609
	Iteration 17Q: 3 clusters Score -476504.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -476525.093750 Penalty: 4105.974609
	Iteration 18Q: 3 clusters Score -476525.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -476540.062500 Penalty: 4105.974609
	Iteration 19Q: 3 clusters Score -476540.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -476552.593750 Penalty: 4105.974609
	Iteration 20F: 3 clusters Score -476552.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -476565.781250 Penalty: 4105.974609
	Iteration 21Q: 3 clusters Score -476565.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -476578.656250 Penalty: 4105.974609
	Iteration 22Q: 3 clusters Score -476578.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -476588.875000 Penalty: 4105.974609
	Iteration 23Q: 3 clusters Score -476588.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -476598.750000 Penalty: 4105.974609
	Iteration 24Q: 3 clusters Score -476598.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -476611.875000 Penalty: 4105.974609
	Iteration 25Q: 3 clusters Score -476611.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -476625.437500 Penalty: 4105.974609
	Iteration 26Q: 3 clusters Score -476625.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -476638.531250 Penalty: 4105.974609
	Iteration 27Q: 3 clusters Score -476638.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -476651.375000 Penalty: 4105.974609
	Iteration 28Q: 3 clusters Score -476651.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -476663.562500 Penalty: 4105.974609
	Iteration 29Q: 3 clusters Score -476663.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -476681.031250 Penalty: 4105.974609
	Iteration 30Q: 3 clusters Score -476681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -476695.281250 Penalty: 4105.974609
	Iteration 31Q: 3 clusters Score -476695.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -476709.875000 Penalty: 4105.974609
	Iteration 32Q: 3 clusters Score -476709.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -476726.000000 Penalty: 4105.974609
	Iteration 33Q: 3 clusters Score -476726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -476741.843750 Penalty: 4105.974609
	Iteration 34Q: 3 clusters Score -476741.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -476755.531250 Penalty: 4105.974609
	Iteration 35Q: 3 clusters Score -476755.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -476774.437500 Penalty: 4105.974609
	Iteration 36Q: 3 clusters Score -476774.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -476788.500000 Penalty: 4105.974609
	Iteration 37Q: 3 clusters Score -476788.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -476804.187500 Penalty: 4105.974609
	Iteration 38Q: 3 clusters Score -476804.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -476821.500000 Penalty: 4105.974609
	Iteration 39Q: 3 clusters Score -476821.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -476836.375000 Penalty: 4105.974609
	Iteration 40F: 3 clusters Score -476836.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -476849.000000 Penalty: 4105.974609
	Iteration 41Q: 3 clusters Score -476849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -476861.468750 Penalty: 4105.974609
	Iteration 42Q: 3 clusters Score -476861.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -476873.656250 Penalty: 4105.974609
	Iteration 43Q: 3 clusters Score -476873.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -476890.812500 Penalty: 4105.974609
	Iteration 44Q: 3 clusters Score -476890.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -476910.937500 Penalty: 4105.974609
	Iteration 45Q: 3 clusters Score -476910.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -476934.656250 Penalty: 4105.974609
	Iteration 46Q: 3 clusters Score -476934.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -476954.875000 Penalty: 4105.974609
	Iteration 47Q: 3 clusters Score -476954.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -476968.656250 Penalty: 4105.974609
	Iteration 48Q: 3 clusters Score -476968.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -476975.125000 Penalty: 4105.974609
	Iteration 49Q: 3 clusters Score -476975.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -476984.937500 Penalty: 4105.974609
	Iteration 50Q: 3 clusters Score -476984.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -476999.000000 Penalty: 4105.974609
	Iteration 51Q: 3 clusters Score -476999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -477009.656250 Penalty: 4105.974609
	Iteration 52Q: 3 clusters Score -477009.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -477020.312500 Penalty: 4105.974609
	Iteration 53Q: 3 clusters Score -477020.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -477029.531250 Penalty: 4105.974609
	Iteration 54Q: 3 clusters Score -477029.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -477033.812500 Penalty: 4105.974609
	Iteration 55Q: 3 clusters Score -477033.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -477037.125000 Penalty: 4105.974609
	Iteration 56Q: 3 clusters Score -477037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -477039.687500 Penalty: 4105.974609
	Iteration 57Q: 3 clusters Score -477039.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -477041.281250 Penalty: 4105.974609
	Iteration 58Q: 3 clusters Score -477041.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -477042.187500 Penalty: 4105.974609
	Iteration 59Q: 3 clusters Score -477042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -477042.593750 Penalty: 4105.974609
	Iteration 60F: 3 clusters Score -477042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (94078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Entering Unmasked Estep 
Score: -11434523.000000 Penalty: 2840.066162
	Iteration 0F: 2 clusters Score -1.143452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -11371436.000000 Penalty: 5680.132324
	Iteration 0F: 3 clusters Score -1.137144e+07 nChanged 44561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -11397580.000000 Penalty: 5680.132324
	Iteration 1F: 3 clusters Score -1.139758e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -11398989.000000 Penalty: 5680.132324
	Iteration 2Q: 3 clusters Score -1.139899e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -11401120.000000 Penalty: 5680.132324
	Iteration 3F: 3 clusters Score -1.140112e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -11404258.000000 Penalty: 5680.132324
	Iteration 4F: 3 clusters Score -1.140426e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -11408537.000000 Penalty: 5680.132324
	Iteration 5F: 3 clusters Score -1.140854e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -11413814.000000 Penalty: 5680.132324
	Iteration 6F: 3 clusters Score -1.141381e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -11419770.000000 Penalty: 5680.132324
	Iteration 7F: 3 clusters Score -1.141977e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -11425112.000000 Penalty: 5680.132324
	Iteration 8F: 3 clusters Score -1.142511e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90185 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -11428857.000000 Penalty: 5680.132324
	Iteration 9Q: 3 clusters Score -1.142886e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92188 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -11430691.000000 Penalty: 5680.132324
	Iteration 10Q: 3 clusters Score -1.143069e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11431461.000000 Penalty: 5680.132324
	Iteration 11Q: 3 clusters Score -1.143146e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11431790.000000 Penalty: 5680.132324
	Iteration 12Q: 3 clusters Score -1.143179e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93517 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11431919.000000 Penalty: 5680.132324
	Iteration 13Q: 3 clusters Score -1.143192e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11431997.000000 Penalty: 5680.132324
	Iteration 14Q: 3 clusters Score -1.1432e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11432019.000000 Penalty: 5680.132324
	Iteration 15Q: 3 clusters Score -1.143202e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11432055.000000 Penalty: 5680.132324
	Iteration 16Q: 3 clusters Score -1.143206e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93595 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -11432081.000000 Penalty: 5680.132324
	Iteration 17Q: 3 clusters Score -1.143208e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -11432091.000000 Penalty: 5680.132324
	Iteration 18Q: 3 clusters Score -1.143209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93609 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11432106.000000 Penalty: 5680.132324
	Iteration 19Q: 3 clusters Score -1.143211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11432117.000000 Penalty: 5680.132324
	Iteration 20F: 3 clusters Score -1.143212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93620 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11432121.000000 Penalty: 5680.132324
	Iteration 21Q: 3 clusters Score -1.143212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11432137.000000 Penalty: 5680.132324
	Iteration 22Q: 3 clusters Score -1.143214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11432143.000000 Penalty: 5680.132324
	Iteration 23Q: 3 clusters Score -1.143214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11432175.000000 Penalty: 5680.132324
	Iteration 24Q: 3 clusters Score -1.143218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93632 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11432177.000000 Penalty: 5680.132324
	Iteration 25Q: 3 clusters Score -1.143218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11432186.000000 Penalty: 5680.132324
	Iteration 26Q: 3 clusters Score -1.143219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11432184.000000 Penalty: 5680.132324
	Iteration 27Q: 3 clusters Score -1.143218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11432205.000000 Penalty: 5680.132324
	Iteration 28Q: 3 clusters Score -1.14322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93645 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11432198.000000 Penalty: 5680.132324
	Iteration 29Q: 3 clusters Score -1.14322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11432202.000000 Penalty: 5680.132324
	Iteration 30Q: 3 clusters Score -1.14322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93645 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11432204.000000 Penalty: 5680.132324
	Iteration 31Q: 3 clusters Score -1.14322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93644 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11432209.000000 Penalty: 5680.132324
	Iteration 32Q: 3 clusters Score -1.143221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93643 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11432201.000000 Penalty: 5680.132324
	Iteration 33Q: 3 clusters Score -1.14322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93643 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11432201.000000 Penalty: 5680.132324
	Iteration 34F: 3 clusters Score -1.14322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Entering Unmasked Estep 
Score: -2092168.250000 Penalty: 2413.149902
	Iteration 0F: 2 clusters Score -2092168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2080228.125000 Penalty: 4826.299805
	Iteration 0F: 3 clusters Score -2080228 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2084044.750000 Penalty: 4826.299805
	Iteration 1F: 3 clusters Score -2084045 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2084444.625000 Penalty: 4826.299805
	Iteration 2F: 3 clusters Score -2084445 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2084782.875000 Penalty: 4826.299805
	Iteration 3Q: 3 clusters Score -2084783 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2085180.875000 Penalty: 4826.299805
	Iteration 4Q: 3 clusters Score -2085181 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2085548.500000 Penalty: 4826.299805
	Iteration 5Q: 3 clusters Score -2085548 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2085889.750000 Penalty: 4826.299805
	Iteration 6Q: 3 clusters Score -2085890 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2086215.750000 Penalty: 4826.299805
	Iteration 7Q: 3 clusters Score -2086216 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2086538.625000 Penalty: 4826.299805
	Iteration 8Q: 3 clusters Score -2086539 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2086872.250000 Penalty: 4826.299805
	Iteration 9Q: 3 clusters Score -2086872 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2087190.125000 Penalty: 4826.299805
	Iteration 10Q: 3 clusters Score -2087190 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2087451.500000 Penalty: 4826.299805
	Iteration 11Q: 3 clusters Score -2087452 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2087708.375000 Penalty: 4826.299805
	Iteration 12Q: 3 clusters Score -2087708 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2087937.250000 Penalty: 4826.299805
	Iteration 13Q: 3 clusters Score -2087937 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2088177.750000 Penalty: 4826.299805
	Iteration 14Q: 3 clusters Score -2088178 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2088401.875000 Penalty: 4826.299805
	Iteration 15Q: 3 clusters Score -2088402 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2088626.000000 Penalty: 4826.299805
	Iteration 16Q: 3 clusters Score -2088626 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2088842.375000 Penalty: 4826.299805
	Iteration 17Q: 3 clusters Score -2088842 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2088992.250000 Penalty: 4826.299805
	Iteration 18Q: 3 clusters Score -2088992 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2089109.250000 Penalty: 4826.299805
	Iteration 19Q: 3 clusters Score -2089109 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2089207.625000 Penalty: 4826.299805
	Iteration 20F: 3 clusters Score -2089208 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2089302.000000 Penalty: 4826.299805
	Iteration 21Q: 3 clusters Score -2089302 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2089383.000000 Penalty: 4826.299805
	Iteration 22Q: 3 clusters Score -2089383 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2089476.375000 Penalty: 4826.299805
	Iteration 23Q: 3 clusters Score -2089476 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2089570.250000 Penalty: 4826.299805
	Iteration 24Q: 3 clusters Score -2089570 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2089660.000000 Penalty: 4826.299805
	Iteration 25Q: 3 clusters Score -2089660 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2089762.125000 Penalty: 4826.299805
	Iteration 26Q: 3 clusters Score -2089762 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2089870.250000 Penalty: 4826.299805
	Iteration 27Q: 3 clusters Score -2089870 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2089965.125000 Penalty: 4826.299805
	Iteration 28Q: 3 clusters Score -2089965 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2090052.625000 Penalty: 4826.299805
	Iteration 29Q: 3 clusters Score -2090053 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2090137.875000 Penalty: 4826.299805
	Iteration 30Q: 3 clusters Score -2090138 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2090203.875000 Penalty: 4826.299805
	Iteration 31Q: 3 clusters Score -2090204 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2090290.875000 Penalty: 4826.299805
	Iteration 32Q: 3 clusters Score -2090291 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2090358.875000 Penalty: 4826.299805
	Iteration 33Q: 3 clusters Score -2090359 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2090405.000000 Penalty: 4826.299805
	Iteration 34Q: 3 clusters Score -2090405 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2090449.875000 Penalty: 4826.299805
	Iteration 35Q: 3 clusters Score -2090450 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2090486.375000 Penalty: 4826.299805
	Iteration 36Q: 3 clusters Score -2090486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2090533.125000 Penalty: 4826.299805
	Iteration 37Q: 3 clusters Score -2090533 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2090567.125000 Penalty: 4826.299805
	Iteration 38Q: 3 clusters Score -2090567 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2090590.250000 Penalty: 4826.299805
	Iteration 39Q: 3 clusters Score -2090590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2090613.750000 Penalty: 4826.299805
	Iteration 40F: 3 clusters Score -2090614 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2090638.500000 Penalty: 4826.299805
	Iteration 41Q: 3 clusters Score -2090638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2090653.000000 Penalty: 4826.299805
	Iteration 42Q: 3 clusters Score -2090653 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2090678.125000 Penalty: 4826.299805
	Iteration 43Q: 3 clusters Score -2090678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2090689.125000 Penalty: 4826.299805
	Iteration 44Q: 3 clusters Score -2090689 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2090705.000000 Penalty: 4826.299805
	Iteration 45Q: 3 clusters Score -2090705 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2090727.250000 Penalty: 4826.299805
	Iteration 46Q: 3 clusters Score -2090727 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2090736.000000 Penalty: 4826.299805
	Iteration 47Q: 3 clusters Score -2090736 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2090753.250000 Penalty: 4826.299805
	Iteration 48Q: 3 clusters Score -2090753 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2090767.625000 Penalty: 4826.299805
	Iteration 49Q: 3 clusters Score -2090768 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2090784.000000 Penalty: 4826.299805
	Iteration 50Q: 3 clusters Score -2090784 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2090797.250000 Penalty: 4826.299805
	Iteration 51Q: 3 clusters Score -2090797 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2090813.875000 Penalty: 4826.299805
	Iteration 52Q: 3 clusters Score -2090814 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2090834.250000 Penalty: 4826.299805
	Iteration 53Q: 3 clusters Score -2090834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2090854.750000 Penalty: 4826.299805
	Iteration 54Q: 3 clusters Score -2090855 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2090872.250000 Penalty: 4826.299805
	Iteration 55Q: 3 clusters Score -2090872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2090895.250000 Penalty: 4826.299805
	Iteration 56Q: 3 clusters Score -2090895 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2090912.375000 Penalty: 4826.299805
	Iteration 57Q: 3 clusters Score -2090912 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2090931.000000 Penalty: 4826.299805
	Iteration 58Q: 3 clusters Score -2090931 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2090953.125000 Penalty: 4826.299805
	Iteration 59Q: 3 clusters Score -2090953 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2090971.000000 Penalty: 4826.299805
	Iteration 60F: 3 clusters Score -2090971 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2091000.000000 Penalty: 4826.299805
	Iteration 61Q: 3 clusters Score -2091000 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2091014.625000 Penalty: 4826.299805
	Iteration 62Q: 3 clusters Score -2091015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2091031.500000 Penalty: 4826.299805
	Iteration 63Q: 3 clusters Score -2091032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2091042.500000 Penalty: 4826.299805
	Iteration 64Q: 3 clusters Score -2091042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2091043.125000 Penalty: 4826.299805
	Iteration 65Q: 3 clusters Score -2091043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2091049.125000 Penalty: 4826.299805
	Iteration 66Q: 3 clusters Score -2091049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2091060.125000 Penalty: 4826.299805
	Iteration 67Q: 3 clusters Score -2091060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2091063.750000 Penalty: 4826.299805
	Iteration 68Q: 3 clusters Score -2091064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2091068.000000 Penalty: 4826.299805
	Iteration 69Q: 3 clusters Score -2091068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2091075.500000 Penalty: 4826.299805
	Iteration 70Q: 3 clusters Score -2091076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2091077.000000 Penalty: 4826.299805
	Iteration 71Q: 3 clusters Score -2091077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2091081.875000 Penalty: 4826.299805
	Iteration 72Q: 3 clusters Score -2091082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2091083.875000 Penalty: 4826.299805
	Iteration 73Q: 3 clusters Score -2091084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2091085.625000 Penalty: 4826.299805
	Iteration 74Q: 3 clusters Score -2091086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2091087.125000 Penalty: 4826.299805
	Iteration 75Q: 3 clusters Score -2091087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2091085.500000 Penalty: 4826.299805
	Iteration 76Q: 3 clusters Score -2091086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2091087.625000 Penalty: 4826.299805
	Iteration 77Q: 3 clusters Score -2091088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2091096.250000 Penalty: 4826.299805
	Iteration 78Q: 3 clusters Score -2091096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2091097.750000 Penalty: 4826.299805
	Iteration 79Q: 3 clusters Score -2091098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2091104.250000 Penalty: 4826.299805
	Iteration 80F: 3 clusters Score -2091104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2091104.875000 Penalty: 4826.299805
	Iteration 81Q: 3 clusters Score -2091105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2091104.875000 Penalty: 4826.299805
	Iteration 82Q: 3 clusters Score -2091105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2091103.125000 Penalty: 4826.299805
	Iteration 83Q: 3 clusters Score -2091103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2091110.500000 Penalty: 4826.299805
	Iteration 84Q: 3 clusters Score -2091110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2091115.125000 Penalty: 4826.299805
	Iteration 85Q: 3 clusters Score -2091115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2091117.375000 Penalty: 4826.299805
	Iteration 86Q: 3 clusters Score -2091117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2091116.750000 Penalty: 4826.299805
	Iteration 87Q: 3 clusters Score -2091117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2091115.750000 Penalty: 4826.299805
	Iteration 88Q: 3 clusters Score -2091116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2091119.625000 Penalty: 4826.299805
	Iteration 89Q: 3 clusters Score -2091120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2091123.125000 Penalty: 4826.299805
	Iteration 90Q: 3 clusters Score -2091123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2091122.375000 Penalty: 4826.299805
	Iteration 91Q: 3 clusters Score -2091122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2091125.500000 Penalty: 4826.299805
	Iteration 92Q: 3 clusters Score -2091126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2091123.250000 Penalty: 4826.299805
	Iteration 93Q: 3 clusters Score -2091123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2091126.125000 Penalty: 4826.299805
	Iteration 94Q: 3 clusters Score -2091126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2091130.625000 Penalty: 4826.299805
	Iteration 95Q: 3 clusters Score -2091131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2091135.875000 Penalty: 4826.299805
	Iteration 96Q: 3 clusters Score -2091136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2091134.375000 Penalty: 4826.299805
	Iteration 97Q: 3 clusters Score -2091134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2091143.250000 Penalty: 4826.299805
	Iteration 98Q: 3 clusters Score -2091143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2091139.375000 Penalty: 4826.299805
	Iteration 99Q: 3 clusters Score -2091139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2091144.500000 Penalty: 4826.299805
	Iteration 100F: 3 clusters Score -2091144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2091143.875000 Penalty: 4826.299805
	Iteration 101Q: 3 clusters Score -2091144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2091141.875000 Penalty: 4826.299805
	Iteration 102Q: 3 clusters Score -2091142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2091144.750000 Penalty: 4826.299805
	Iteration 103Q: 3 clusters Score -2091145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2091142.875000 Penalty: 4826.299805
	Iteration 104Q: 3 clusters Score -2091143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2091145.875000 Penalty: 4826.299805
	Iteration 105Q: 3 clusters Score -2091146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2091147.375000 Penalty: 4826.299805
	Iteration 106Q: 3 clusters Score -2091147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2091148.250000 Penalty: 4826.299805
	Iteration 107Q: 3 clusters Score -2091148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2091146.625000 Penalty: 4826.299805
	Iteration 108Q: 3 clusters Score -2091147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2091146.250000 Penalty: 4826.299805
	Iteration 109Q: 3 clusters Score -2091146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2091145.250000 Penalty: 4826.299805
	Iteration 110Q: 3 clusters Score -2091145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2091145.250000 Penalty: 4826.299805
	Iteration 111F: 3 clusters Score -2091145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -168076.890625 Penalty: 1851.907959
	Iteration 0F: 2 clusters Score -168076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -165685.968750 Penalty: 3703.815918
	Iteration 0F: 3 clusters Score -165686 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -166423.718750 Penalty: 3703.815918
	Iteration 1F: 3 clusters Score -166423.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -166705.421875 Penalty: 3703.815918
	Iteration 2F: 3 clusters Score -166705.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -166922.687500 Penalty: 3703.815918
	Iteration 3F: 3 clusters Score -166922.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -167026.296875 Penalty: 3703.815918
	Iteration 4Q: 3 clusters Score -167026.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -167115.812500 Penalty: 3703.815918
	Iteration 5Q: 3 clusters Score -167115.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -167181.515625 Penalty: 3703.815918
	Iteration 6Q: 3 clusters Score -167181.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -167215.343750 Penalty: 3703.815918
	Iteration 7Q: 3 clusters Score -167215.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -167245.359375 Penalty: 3703.815918
	Iteration 8Q: 3 clusters Score -167245.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -167278.046875 Penalty: 3703.815918
	Iteration 9Q: 3 clusters Score -167278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -167298.250000 Penalty: 3703.815918
	Iteration 10Q: 3 clusters Score -167298.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -167319.921875 Penalty: 3703.815918
	Iteration 11Q: 3 clusters Score -167319.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -167357.687500 Penalty: 3703.815918
	Iteration 12Q: 3 clusters Score -167357.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -167376.656250 Penalty: 3703.815918
	Iteration 13Q: 3 clusters Score -167376.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -167392.421875 Penalty: 3703.815918
	Iteration 14Q: 3 clusters Score -167392.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -167402.937500 Penalty: 3703.815918
	Iteration 15Q: 3 clusters Score -167402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -167411.375000 Penalty: 3703.815918
	Iteration 16Q: 3 clusters Score -167411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -167415.281250 Penalty: 3703.815918
	Iteration 17Q: 3 clusters Score -167415.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -167416.328125 Penalty: 3703.815918
	Iteration 18Q: 3 clusters Score -167416.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -167416.437500 Penalty: 3703.815918
	Iteration 19F: 3 clusters Score -167416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -167420.562500 Penalty: 3703.815918
	Iteration 20F: 3 clusters Score -167420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -167422.921875 Penalty: 3703.815918
	Iteration 21Q: 3 clusters Score -167422.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -167422.921875 Penalty: 3703.815918
	Iteration 22F: 3 clusters Score -167422.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (92396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Entering Unmasked Estep 
Score: -11316576.000000 Penalty: 2835.592041
	Iteration 0F: 2 clusters Score -1.131658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -11254510.000000 Penalty: 5671.184082
	Iteration 0F: 3 clusters Score -1.125451e+07 nChanged 43888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -11279423.000000 Penalty: 5671.184082
	Iteration 1F: 3 clusters Score -1.127942e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -11280178.000000 Penalty: 5671.184082
	Iteration 2Q: 3 clusters Score -1.128018e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -11281135.000000 Penalty: 5671.184082
	Iteration 3Q: 3 clusters Score -1.128114e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -11282225.000000 Penalty: 5671.184082
	Iteration 4Q: 3 clusters Score -1.128222e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -11283863.000000 Penalty: 5671.184082
	Iteration 5Q: 3 clusters Score -1.128386e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -11286320.000000 Penalty: 5671.184082
	Iteration 6Q: 3 clusters Score -1.128632e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -11289377.000000 Penalty: 5671.184082
	Iteration 7F: 3 clusters Score -1.128938e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -11293125.000000 Penalty: 5671.184082
	Iteration 8F: 3 clusters Score -1.129312e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -11297389.000000 Penalty: 5671.184082
	Iteration 9F: 3 clusters Score -1.129739e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -11301564.000000 Penalty: 5671.184082
	Iteration 10F: 3 clusters Score -1.130156e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74479 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -11305454.000000 Penalty: 5671.184082
	Iteration 11F: 3 clusters Score -1.130545e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -11308405.000000 Penalty: 5671.184082
	Iteration 12Q: 3 clusters Score -1.13084e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80977 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -11310594.000000 Penalty: 5671.184082
	Iteration 13Q: 3 clusters Score -1.131059e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83120 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -11311998.000000 Penalty: 5671.184082
	Iteration 14Q: 3 clusters Score -1.1312e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -11312864.000000 Penalty: 5671.184082
	Iteration 15Q: 3 clusters Score -1.131286e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -11313418.000000 Penalty: 5671.184082
	Iteration 16Q: 3 clusters Score -1.131342e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86699 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -11313740.000000 Penalty: 5671.184082
	Iteration 17Q: 3 clusters Score -1.131374e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -11314002.000000 Penalty: 5671.184082
	Iteration 18Q: 3 clusters Score -1.1314e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -11314134.000000 Penalty: 5671.184082
	Iteration 19Q: 3 clusters Score -1.131413e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88191 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -11314234.000000 Penalty: 5671.184082
	Iteration 20F: 3 clusters Score -1.131423e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88491 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -11314308.000000 Penalty: 5671.184082
	Iteration 21Q: 3 clusters Score -1.131431e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -11314384.000000 Penalty: 5671.184082
	Iteration 22Q: 3 clusters Score -1.131438e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88886 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -11314424.000000 Penalty: 5671.184082
	Iteration 23Q: 3 clusters Score -1.131442e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -11314464.000000 Penalty: 5671.184082
	Iteration 24Q: 3 clusters Score -1.131446e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -11314498.000000 Penalty: 5671.184082
	Iteration 25Q: 3 clusters Score -1.13145e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89255 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -11314532.000000 Penalty: 5671.184082
	Iteration 26Q: 3 clusters Score -1.131453e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -11314576.000000 Penalty: 5671.184082
	Iteration 27Q: 3 clusters Score -1.131458e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -11314618.000000 Penalty: 5671.184082
	Iteration 28Q: 3 clusters Score -1.131462e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -11314612.000000 Penalty: 5671.184082
	Iteration 29Q: 3 clusters Score -1.131461e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89568 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -11314626.000000 Penalty: 5671.184082
	Iteration 30Q: 3 clusters Score -1.131463e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -11314645.000000 Penalty: 5671.184082
	Iteration 31Q: 3 clusters Score -1.131464e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -11314660.000000 Penalty: 5671.184082
	Iteration 32Q: 3 clusters Score -1.131466e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -11314660.000000 Penalty: 5671.184082
	Iteration 33Q: 3 clusters Score -1.131466e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -11314662.000000 Penalty: 5671.184082
	Iteration 34Q: 3 clusters Score -1.131466e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -11314653.000000 Penalty: 5671.184082
	Iteration 35Q: 3 clusters Score -1.131465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -11314662.000000 Penalty: 5671.184082
	Iteration 36Q: 3 clusters Score -1.131466e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89767 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -11314672.000000 Penalty: 5671.184082
	Iteration 37Q: 3 clusters Score -1.131467e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89784 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -11314676.000000 Penalty: 5671.184082
	Iteration 38Q: 3 clusters Score -1.131468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -11314678.000000 Penalty: 5671.184082
	Iteration 39Q: 3 clusters Score -1.131468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -11314688.000000 Penalty: 5671.184082
	Iteration 40F: 3 clusters Score -1.131469e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89806 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -11314691.000000 Penalty: 5671.184082
	Iteration 41Q: 3 clusters Score -1.131469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -11314693.000000 Penalty: 5671.184082
	Iteration 42Q: 3 clusters Score -1.131469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -11314695.000000 Penalty: 5671.184082
	Iteration 43Q: 3 clusters Score -1.13147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -11314686.000000 Penalty: 5671.184082
	Iteration 44Q: 3 clusters Score -1.131469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -11314690.000000 Penalty: 5671.184082
	Iteration 45Q: 3 clusters Score -1.131469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -11314685.000000 Penalty: 5671.184082
	Iteration 46Q: 3 clusters Score -1.131468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89843 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -11314690.000000 Penalty: 5671.184082
	Iteration 47Q: 3 clusters Score -1.131469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -11314697.000000 Penalty: 5671.184082
	Iteration 48Q: 3 clusters Score -1.13147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -11314695.000000 Penalty: 5671.184082
	Iteration 49Q: 3 clusters Score -1.13147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -11314695.000000 Penalty: 5671.184082
	Iteration 50Q: 3 clusters Score -1.13147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89855 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -11314693.000000 Penalty: 5671.184082
	Iteration 51Q: 3 clusters Score -1.131469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -11314695.000000 Penalty: 5671.184082
	Iteration 52Q: 3 clusters Score -1.13147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -11314692.000000 Penalty: 5671.184082
	Iteration 53Q: 3 clusters Score -1.131469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -11314701.000000 Penalty: 5671.184082
	Iteration 54Q: 3 clusters Score -1.13147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89864 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -11314694.000000 Penalty: 5671.184082
	Iteration 55Q: 3 clusters Score -1.131469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89869 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -11314697.000000 Penalty: 5671.184082
	Iteration 56Q: 3 clusters Score -1.13147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -11314691.000000 Penalty: 5671.184082
	Iteration 57Q: 3 clusters Score -1.131469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -11314692.000000 Penalty: 5671.184082
	Iteration 58Q: 3 clusters Score -1.131469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89877 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -11314693.000000 Penalty: 5671.184082
	Iteration 59Q: 3 clusters Score -1.131469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -11314701.000000 Penalty: 5671.184082
	Iteration 60F: 3 clusters Score -1.13147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -11314696.000000 Penalty: 5671.184082
	Iteration 61Q: 3 clusters Score -1.13147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89890 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -11314703.000000 Penalty: 5671.184082
	Iteration 62Q: 3 clusters Score -1.13147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -11314704.000000 Penalty: 5671.184082
	Iteration 63Q: 3 clusters Score -1.13147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -11314710.000000 Penalty: 5671.184082
	Iteration 64Q: 3 clusters Score -1.131471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -11314726.000000 Penalty: 5671.184082
	Iteration 65Q: 3 clusters Score -1.131473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -11314724.000000 Penalty: 5671.184082
	Iteration 66Q: 3 clusters Score -1.131472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -11314723.000000 Penalty: 5671.184082
	Iteration 67Q: 3 clusters Score -1.131472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -11314725.000000 Penalty: 5671.184082
	Iteration 68Q: 3 clusters Score -1.131472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -11314732.000000 Penalty: 5671.184082
	Iteration 69Q: 3 clusters Score -1.131473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -11314726.000000 Penalty: 5671.184082
	Iteration 70Q: 3 clusters Score -1.131473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -11314728.000000 Penalty: 5671.184082
	Iteration 71Q: 3 clusters Score -1.131473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -11314727.000000 Penalty: 5671.184082
	Iteration 72Q: 3 clusters Score -1.131473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -11314731.000000 Penalty: 5671.184082
	Iteration 73Q: 3 clusters Score -1.131473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89946 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -11314729.000000 Penalty: 5671.184082
	Iteration 74Q: 3 clusters Score -1.131473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -11314716.000000 Penalty: 5671.184082
	Iteration 75Q: 3 clusters Score -1.131472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -11314720.000000 Penalty: 5671.184082
	Iteration 76Q: 3 clusters Score -1.131472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -11314720.000000 Penalty: 5671.184082
	Iteration 77F: 3 clusters Score -1.131472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -1041022.437500 Penalty: 2178.472412
	Iteration 0F: 2 clusters Score -1041022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1035551.375000 Penalty: 4356.944824
	Iteration 0F: 3 clusters Score -1035551 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1037156.812500 Penalty: 4356.944824
	Iteration 1F: 3 clusters Score -1037157 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1037638.187500 Penalty: 4356.944824
	Iteration 2F: 3 clusters Score -1037638 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1038065.750000 Penalty: 4356.944824
	Iteration 3F: 3 clusters Score -1038066 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1038498.437500 Penalty: 4356.944824
	Iteration 4F: 3 clusters Score -1038498 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1039003.750000 Penalty: 4356.944824
	Iteration 5F: 3 clusters Score -1039004 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1039426.250000 Penalty: 4356.944824
	Iteration 6F: 3 clusters Score -1039426 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1039740.937500 Penalty: 4356.944824
	Iteration 7F: 3 clusters Score -1039741 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1039946.250000 Penalty: 4356.944824
	Iteration 8Q: 3 clusters Score -1039946 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1040066.250000 Penalty: 4356.944824
	Iteration 9Q: 3 clusters Score -1040066 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1040158.750000 Penalty: 4356.944824
	Iteration 10Q: 3 clusters Score -1040159 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1040251.187500 Penalty: 4356.944824
	Iteration 11Q: 3 clusters Score -1040251 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1040394.062500 Penalty: 4356.944824
	Iteration 12Q: 3 clusters Score -1040394 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1040528.937500 Penalty: 4356.944824
	Iteration 13Q: 3 clusters Score -1040529 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1040636.562500 Penalty: 4356.944824
	Iteration 14Q: 3 clusters Score -1040637 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1040714.625000 Penalty: 4356.944824
	Iteration 15Q: 3 clusters Score -1040715 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1040748.750000 Penalty: 4356.944824
	Iteration 16Q: 3 clusters Score -1040749 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1040770.000000 Penalty: 4356.944824
	Iteration 17Q: 3 clusters Score -1040770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1040786.187500 Penalty: 4356.944824
	Iteration 18Q: 3 clusters Score -1040786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1040805.187500 Penalty: 4356.944824
	Iteration 19Q: 3 clusters Score -1040805 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1040819.125000 Penalty: 4356.944824
	Iteration 20F: 3 clusters Score -1040819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1040834.062500 Penalty: 4356.944824
	Iteration 21Q: 3 clusters Score -1040834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1040849.062500 Penalty: 4356.944824
	Iteration 22Q: 3 clusters Score -1040849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1040863.062500 Penalty: 4356.944824
	Iteration 23Q: 3 clusters Score -1040863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1040878.437500 Penalty: 4356.944824
	Iteration 24Q: 3 clusters Score -1040878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1040888.312500 Penalty: 4356.944824
	Iteration 25Q: 3 clusters Score -1040888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1040900.500000 Penalty: 4356.944824
	Iteration 26Q: 3 clusters Score -1040900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1040911.562500 Penalty: 4356.944824
	Iteration 27Q: 3 clusters Score -1040912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1040924.500000 Penalty: 4356.944824
	Iteration 28Q: 3 clusters Score -1040924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1040936.562500 Penalty: 4356.944824
	Iteration 29Q: 3 clusters Score -1040937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1040943.625000 Penalty: 4356.944824
	Iteration 30Q: 3 clusters Score -1040944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1040949.937500 Penalty: 4356.944824
	Iteration 31Q: 3 clusters Score -1040950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1040957.500000 Penalty: 4356.944824
	Iteration 32Q: 3 clusters Score -1040958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1040968.750000 Penalty: 4356.944824
	Iteration 33Q: 3 clusters Score -1040969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1040972.500000 Penalty: 4356.944824
	Iteration 34Q: 3 clusters Score -1040972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1040985.062500 Penalty: 4356.944824
	Iteration 35Q: 3 clusters Score -1040985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1040991.312500 Penalty: 4356.944824
	Iteration 36Q: 3 clusters Score -1040991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1040997.312500 Penalty: 4356.944824
	Iteration 37Q: 3 clusters Score -1040997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1041005.000000 Penalty: 4356.944824
	Iteration 38Q: 3 clusters Score -1041005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1041009.875000 Penalty: 4356.944824
	Iteration 39Q: 3 clusters Score -1041010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1041011.062500 Penalty: 4356.944824
	Iteration 40F: 3 clusters Score -1041011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1041015.312500 Penalty: 4356.944824
	Iteration 41Q: 3 clusters Score -1041015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1041017.562500 Penalty: 4356.944824
	Iteration 42Q: 3 clusters Score -1041018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1041019.625000 Penalty: 4356.944824
	Iteration 43Q: 3 clusters Score -1041020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1041021.125000 Penalty: 4356.944824
	Iteration 44Q: 3 clusters Score -1041021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1041023.000000 Penalty: 4356.944824
	Iteration 45Q: 3 clusters Score -1041023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1041026.500000 Penalty: 4356.944824
	Iteration 46Q: 3 clusters Score -1041026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1041026.812500 Penalty: 4356.944824
	Iteration 47Q: 3 clusters Score -1041027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1041029.187500 Penalty: 4356.944824
	Iteration 48Q: 3 clusters Score -1041029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1041030.937500 Penalty: 4356.944824
	Iteration 49Q: 3 clusters Score -1041031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1041034.750000 Penalty: 4356.944824
	Iteration 50Q: 3 clusters Score -1041035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1041038.875000 Penalty: 4356.944824
	Iteration 51Q: 3 clusters Score -1041039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1041040.312500 Penalty: 4356.944824
	Iteration 52Q: 3 clusters Score -1041040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1041044.125000 Penalty: 4356.944824
	Iteration 53Q: 3 clusters Score -1041044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1041047.937500 Penalty: 4356.944824
	Iteration 54Q: 3 clusters Score -1041048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1041049.750000 Penalty: 4356.944824
	Iteration 55Q: 3 clusters Score -1041050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1041049.250000 Penalty: 4356.944824
	Iteration 56Q: 3 clusters Score -1041049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1041049.375000 Penalty: 4356.944824
	Iteration 57Q: 3 clusters Score -1041049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1041049.375000 Penalty: 4356.944824
	Iteration 58F: 3 clusters Score -1041049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 2180 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 4350 members 
Entering Unmasked Estep 
Score: -154542000.000000 Penalty: 293480.187500
Splitting cluster 26 changes total score from -154543520.000000 to -154542000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -190338.515625 Penalty: 1861.907104
	Iteration 0F: 2 clusters Score -190338.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -187855.031250 Penalty: 3723.814209
	Iteration 0F: 3 clusters Score -187855 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -188323.671875 Penalty: 3723.814209
	Iteration 1F: 3 clusters Score -188323.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -188482.484375 Penalty: 3723.814209
	Iteration 2F: 3 clusters Score -188482.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -188598.953125 Penalty: 3723.814209
	Iteration 3F: 3 clusters Score -188599 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -188664.796875 Penalty: 3723.814209
	Iteration 4Q: 3 clusters Score -188664.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -188718.328125 Penalty: 3723.814209
	Iteration 5Q: 3 clusters Score -188718.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -188753.718750 Penalty: 3723.814209
	Iteration 6Q: 3 clusters Score -188753.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -188783.093750 Penalty: 3723.814209
	Iteration 7Q: 3 clusters Score -188783.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -188801.562500 Penalty: 3723.814209
	Iteration 8Q: 3 clusters Score -188801.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -188813.593750 Penalty: 3723.814209
	Iteration 9Q: 3 clusters Score -188813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -188822.718750 Penalty: 3723.814209
	Iteration 10Q: 3 clusters Score -188822.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -188829.750000 Penalty: 3723.814209
	Iteration 11Q: 3 clusters Score -188829.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -188834.484375 Penalty: 3723.814209
	Iteration 12Q: 3 clusters Score -188834.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -188836.140625 Penalty: 3723.814209
	Iteration 13Q: 3 clusters Score -188836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -188838.296875 Penalty: 3723.814209
	Iteration 14Q: 3 clusters Score -188838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -188839.578125 Penalty: 3723.814209
	Iteration 15Q: 3 clusters Score -188839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -188839.812500 Penalty: 3723.814209
	Iteration 16Q: 3 clusters Score -188839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -188839.812500 Penalty: 3723.814209
	Iteration 17F: 3 clusters Score -188839.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -1255135.750000 Penalty: 2296.476807
	Iteration 0F: 2 clusters Score -1255136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1247047.125000 Penalty: 4592.953613
	Iteration 0F: 3 clusters Score -1247047 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1249449.125000 Penalty: 4592.953613
	Iteration 1F: 3 clusters Score -1249449 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1249872.125000 Penalty: 4592.953613
	Iteration 2F: 3 clusters Score -1249872 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1250197.375000 Penalty: 4592.953613
	Iteration 3F: 3 clusters Score -1250197 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1250483.125000 Penalty: 4592.953613
	Iteration 4F: 3 clusters Score -1250483 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1250801.625000 Penalty: 4592.953613
	Iteration 5Q: 3 clusters Score -1250802 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1251158.125000 Penalty: 4592.953613
	Iteration 6Q: 3 clusters Score -1251158 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1251523.000000 Penalty: 4592.953613
	Iteration 7F: 3 clusters Score -1251523 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1251850.875000 Penalty: 4592.953613
	Iteration 8Q: 3 clusters Score -1251851 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1252136.500000 Penalty: 4592.953613
	Iteration 9Q: 3 clusters Score -1252136 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1252355.875000 Penalty: 4592.953613
	Iteration 10Q: 3 clusters Score -1252356 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1252565.000000 Penalty: 4592.953613
	Iteration 11Q: 3 clusters Score -1252565 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1252756.000000 Penalty: 4592.953613
	Iteration 12Q: 3 clusters Score -1252756 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1252903.750000 Penalty: 4592.953613
	Iteration 13Q: 3 clusters Score -1252904 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1253039.875000 Penalty: 4592.953613
	Iteration 14Q: 3 clusters Score -1253040 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1253147.250000 Penalty: 4592.953613
	Iteration 15Q: 3 clusters Score -1253147 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1253228.750000 Penalty: 4592.953613
	Iteration 16Q: 3 clusters Score -1253229 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1253287.750000 Penalty: 4592.953613
	Iteration 17Q: 3 clusters Score -1253288 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1253335.125000 Penalty: 4592.953613
	Iteration 18Q: 3 clusters Score -1253335 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1253371.375000 Penalty: 4592.953613
	Iteration 19Q: 3 clusters Score -1253371 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1253397.750000 Penalty: 4592.953613
	Iteration 20F: 3 clusters Score -1253398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1253420.750000 Penalty: 4592.953613
	Iteration 21Q: 3 clusters Score -1253421 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1253435.625000 Penalty: 4592.953613
	Iteration 22Q: 3 clusters Score -1253436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1253449.250000 Penalty: 4592.953613
	Iteration 23Q: 3 clusters Score -1253449 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1253467.500000 Penalty: 4592.953613
	Iteration 24Q: 3 clusters Score -1253468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1253471.625000 Penalty: 4592.953613
	Iteration 25Q: 3 clusters Score -1253472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1253477.500000 Penalty: 4592.953613
	Iteration 26Q: 3 clusters Score -1253478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1253482.500000 Penalty: 4592.953613
	Iteration 27Q: 3 clusters Score -1253482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1253485.625000 Penalty: 4592.953613
	Iteration 28Q: 3 clusters Score -1253486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1253486.000000 Penalty: 4592.953613
	Iteration 29Q: 3 clusters Score -1253486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1253488.750000 Penalty: 4592.953613
	Iteration 30Q: 3 clusters Score -1253489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1253491.625000 Penalty: 4592.953613
	Iteration 31Q: 3 clusters Score -1253492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1253496.000000 Penalty: 4592.953613
	Iteration 32Q: 3 clusters Score -1253496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1253496.000000 Penalty: 4592.953613
	Iteration 33Q: 3 clusters Score -1253496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1253495.000000 Penalty: 4592.953613
	Iteration 34Q: 3 clusters Score -1253495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1253496.750000 Penalty: 4592.953613
	Iteration 35Q: 3 clusters Score -1253497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1253499.875000 Penalty: 4592.953613
	Iteration 36Q: 3 clusters Score -1253500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1253502.000000 Penalty: 4592.953613
	Iteration 37Q: 3 clusters Score -1253502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1253504.000000 Penalty: 4592.953613
	Iteration 38Q: 3 clusters Score -1253504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1253506.250000 Penalty: 4592.953613
	Iteration 39Q: 3 clusters Score -1253506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1253504.750000 Penalty: 4592.953613
	Iteration 40F: 3 clusters Score -1253505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1253509.250000 Penalty: 4592.953613
	Iteration 41Q: 3 clusters Score -1253509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1253508.875000 Penalty: 4592.953613
	Iteration 42Q: 3 clusters Score -1253509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1253509.500000 Penalty: 4592.953613
	Iteration 43Q: 3 clusters Score -1253510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1253513.750000 Penalty: 4592.953613
	Iteration 44Q: 3 clusters Score -1253514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1253516.375000 Penalty: 4592.953613
	Iteration 45Q: 3 clusters Score -1253516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1253515.000000 Penalty: 4592.953613
	Iteration 46Q: 3 clusters Score -1253515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1253516.125000 Penalty: 4592.953613
	Iteration 47Q: 3 clusters Score -1253516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1253516.125000 Penalty: 4592.953613
	Iteration 48F: 3 clusters Score -1253516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Entering Unmasked Estep 
Score: -2853657.000000 Penalty: 2496.575928
	Iteration 0F: 2 clusters Score -2853657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2837328.500000 Penalty: 4993.151855
	Iteration 0F: 3 clusters Score -2837328 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2843045.250000 Penalty: 4993.151855
	Iteration 1F: 3 clusters Score -2843045 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2843510.500000 Penalty: 4993.151855
	Iteration 2F: 3 clusters Score -2843510 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2843952.000000 Penalty: 4993.151855
	Iteration 3Q: 3 clusters Score -2843952 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2844386.500000 Penalty: 4993.151855
	Iteration 4Q: 3 clusters Score -2844386 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2844923.250000 Penalty: 4993.151855
	Iteration 5Q: 3 clusters Score -2844923 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2845664 nChanged 1198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2846471.000000 Penalty: 4993.151855
	Iteration 7F: 3 clusters Score -2846471 nChanged 1252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2847230 nChanged 1213
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Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -2847980 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2848595 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2849058.000000 Penalty: 4993.151855
	Iteration 11Q: 3 clusters Score -2849058 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2849442.750000 Penalty: 4993.151855
	Iteration 12Q: 3 clusters Score -2849443 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2849684.750000 Penalty: 4993.151855
	Iteration 13Q: 3 clusters Score -2849685 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2849856.750000 Penalty: 4993.151855
	Iteration 14Q: 3 clusters Score -2849857 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2849976.500000 Penalty: 4993.151855
	Iteration 15Q: 3 clusters Score -2849976 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2850072.500000 Penalty: 4993.151855
	Iteration 16Q: 3 clusters Score -2850072 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2850164.250000 Penalty: 4993.151855
	Iteration 17Q: 3 clusters Score -2850164 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2850244.750000 Penalty: 4993.151855
	Iteration 18Q: 3 clusters Score -2850245 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2850295.500000 Penalty: 4993.151855
	Iteration 19Q: 3 clusters Score -2850296 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2850377.750000 Penalty: 4993.151855
	Iteration 20F: 3 clusters Score -2850378 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2850453.500000 Penalty: 4993.151855
	Iteration 21Q: 3 clusters Score -2850454 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2850508.750000 Penalty: 4993.151855
	Iteration 22Q: 3 clusters Score -2850509 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2850597.500000 Penalty: 4993.151855
	Iteration 23Q: 3 clusters Score -2850598 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2850701.750000 Penalty: 4993.151855
	Iteration 24Q: 3 clusters Score -2850702 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2850815.250000 Penalty: 4993.151855
	Iteration 25Q: 3 clusters Score -2850815 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2850916.000000 Penalty: 4993.151855
	Iteration 26Q: 3 clusters Score -2850916 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2851032.750000 Penalty: 4993.151855
	Iteration 27Q: 3 clusters Score -2851033 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2851124.750000 Penalty: 4993.151855
	Iteration 28Q: 3 clusters Score -2851125 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2851199 nChanged 243
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2851282.250000 Penalty: 4993.151855
	Iteration 30Q: 3 clusters Score -2851282 nChanged 243
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2851372.000000 Penalty: 4993.151855
	Iteration 31Q: 3 clusters Score -2851372 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2851450.250000 Penalty: 4993.151855
	Iteration 32Q: 3 clusters Score -2851450 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2851497.250000 Penalty: 4993.151855
	Iteration 33Q: 3 clusters Score -2851497 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2851538.500000 Penalty: 4993.151855
	Iteration 34Q: 3 clusters Score -2851538 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2851584 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2851629.000000 Penalty: 4993.151855
	Iteration 36Q: 3 clusters Score -2851629 nChanged 137
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Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2851659 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2851698 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2851750 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2851766.500000 Penalty: 4993.151855
	Iteration 40F: 3 clusters Score -2851766 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2851783 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2851807.750000 Penalty: 4993.151855
	Iteration 42Q: 3 clusters Score -2851808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2851818.750000 Penalty: 4993.151855
	Iteration 43Q: 3 clusters Score -2851819 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2851839.500000 Penalty: 4993.151855
	Iteration 44Q: 3 clusters Score -2851840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2851846.750000 Penalty: 4993.151855
	Iteration 45Q: 3 clusters Score -2851847 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2851848.500000 Penalty: 4993.151855
	Iteration 46Q: 3 clusters Score -2851848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2851868.000000 Penalty: 4993.151855
	Iteration 47Q: 3 clusters Score -2851868 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2851870.500000 Penalty: 4993.151855
	Iteration 48Q: 3 clusters Score -2851870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2851879.750000 Penalty: 4993.151855
	Iteration 49Q: 3 clusters Score -2851880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2851877.250000 Penalty: 4993.151855
	Iteration 50Q: 3 clusters Score -2851877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2851873.250000 Penalty: 4993.151855
	Iteration 51Q: 3 clusters Score -2851873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2851871.250000 Penalty: 4993.151855
	Iteration 52Q: 3 clusters Score -2851871 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2851875.750000 Penalty: 4993.151855
	Iteration 53Q: 3 clusters Score -2851876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2851879.500000 Penalty: 4993.151855
	Iteration 54Q: 3 clusters Score -2851880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
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Entering Unmasked Estep 
Score: -2851896.500000 Penalty: 4993.151855
	Iteration 55Q: 3 clusters Score -2851896 nChanged 29
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Mstep: Class 1 contains 19441 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2851896 nChanged 29
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Mstep: Class 1 contains 19470 members 
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Entering Unmasked Estep 
Score: -2851904.750000 Penalty: 4993.151855
	Iteration 57Q: 3 clusters Score -2851905 nChanged 40
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Mstep: Class 1 contains 19510 members 
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Entering Unmasked Estep 
Score: -2851912.500000 Penalty: 4993.151855
	Iteration 58Q: 3 clusters Score -2851912 nChanged 38
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Mstep: Class 1 contains 19544 members 
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Entering Unmasked Estep 
Score: -2851928.250000 Penalty: 4993.151855
	Iteration 59Q: 3 clusters Score -2851928 nChanged 35
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Mstep: Class 1 contains 19579 members 
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Entering Unmasked Estep 
Score: -2851930.250000 Penalty: 4993.151855
	Iteration 60F: 3 clusters Score -2851930 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2851948.000000 Penalty: 4993.151855
	Iteration 61Q: 3 clusters Score -2851948 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2851944.500000 Penalty: 4993.151855
	Iteration 62Q: 3 clusters Score -2851944 nChanged 33
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Mstep: Class 1 contains 19691 members 
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Entering Unmasked Estep 
Score: -2851952.000000 Penalty: 4993.151855
	Iteration 63Q: 3 clusters Score -2851952 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2851963.750000 Penalty: 4993.151855
	Iteration 64Q: 3 clusters Score -2851964 nChanged 41
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Mstep: Class 1 contains 19759 members 
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Entering Unmasked Estep 
Score: -2851974.250000 Penalty: 4993.151855
	Iteration 65Q: 3 clusters Score -2851974 nChanged 45
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Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2851983.750000 Penalty: 4993.151855
	Iteration 66Q: 3 clusters Score -2851984 nChanged 46
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Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2851985.250000 Penalty: 4993.151855
	Iteration 67Q: 3 clusters Score -2851985 nChanged 58
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Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2852006 nChanged 54
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Mstep: Class 1 contains 19938 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2852011 nChanged 61
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Mstep: Class 1 contains 19997 members 
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Entering Unmasked Estep 
Score: -2852046.500000 Penalty: 4993.151855
	Iteration 70Q: 3 clusters Score -2852046 nChanged 69
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Mstep: Class 1 contains 20062 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2852074 nChanged 76
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Mstep: Class 1 contains 20128 members 
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Entering Unmasked Estep 
Score: -2852102.000000 Penalty: 4993.151855
	Iteration 72Q: 3 clusters Score -2852102 nChanged 72
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Mstep: Class 1 contains 20188 members 
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Entering Unmasked Estep 
Score: -2852121.750000 Penalty: 4993.151855
	Iteration 73Q: 3 clusters Score -2852122 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20242 members 
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Entering Unmasked Estep 
Score: -2852130.750000 Penalty: 4993.151855
	Iteration 74Q: 3 clusters Score -2852131 nChanged 56
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Mstep: Class 1 contains 20288 members 
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Entering Unmasked Estep 
Score: -2852144.250000 Penalty: 4993.151855
	Iteration 75Q: 3 clusters Score -2852144 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20334 members 
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Entering Unmasked Estep 
Score: -2852169.500000 Penalty: 4993.151855
	Iteration 76Q: 3 clusters Score -2852170 nChanged 60
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Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2852180.000000 Penalty: 4993.151855
	Iteration 77Q: 3 clusters Score -2852180 nChanged 62
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Mstep: Class 1 contains 20450 members 
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Entering Unmasked Estep 
Score: -2852203.000000 Penalty: 4993.151855
	Iteration 78Q: 3 clusters Score -2852203 nChanged 55
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Mstep: Class 1 contains 20499 members 
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Score: -2852222.750000 Penalty: 4993.151855
	Iteration 79Q: 3 clusters Score -2852223 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2852242.750000 Penalty: 4993.151855
	Iteration 80F: 3 clusters Score -2852243 nChanged 44
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Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2852265 nChanged 24
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	Iteration 82Q: 3 clusters Score -2852265 nChanged 19
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Mstep: Class 1 contains 20614 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2852267 nChanged 21
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Mstep: Class 1 contains 20633 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2852269 nChanged 20
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Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2852266.500000 Penalty: 4993.151855
	Iteration 85Q: 3 clusters Score -2852266 nChanged 18
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Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2852275.500000 Penalty: 4993.151855
	Iteration 86Q: 3 clusters Score -2852276 nChanged 12
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Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2852276 nChanged 6
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Mstep: Class 1 contains 20681 members 
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Entering Unmasked Estep 
Score: -2852284.250000 Penalty: 4993.151855
	Iteration 88Q: 3 clusters Score -2852284 nChanged 6
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Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2852283 nChanged 1
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Mstep: Class 1 contains 20688 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2852284 nChanged 3
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Mstep: Class 1 contains 20689 members 
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Entering Unmasked Estep 
Score: -2852289.000000 Penalty: 4993.151855
	Iteration 91Q: 3 clusters Score -2852289 nChanged 4
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Mstep: Class 1 contains 20693 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2852285 nChanged 8
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Entering Unmasked Estep 
Score: -2852282.500000 Penalty: 4993.151855
	Iteration 93Q: 3 clusters Score -2852282 nChanged 13
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Mstep: Class 1 contains 20710 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2852290 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20718 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2852289 nChanged 10
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Mstep: Class 1 contains 20728 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2852291 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20733 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2852289 nChanged 6
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Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2852281.750000 Penalty: 4993.151855
	Iteration 98Q: 3 clusters Score -2852282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2852289.250000 Penalty: 4993.151855
	Iteration 99Q: 3 clusters Score -2852289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2852285.500000 Penalty: 4993.151855
	Iteration 100F: 3 clusters Score -2852286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2852287.750000 Penalty: 4993.151855
	Iteration 101Q: 3 clusters Score -2852288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2852292.750000 Penalty: 4993.151855
	Iteration 102Q: 3 clusters Score -2852293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2852289.250000 Penalty: 4993.151855
	Iteration 103Q: 3 clusters Score -2852289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2852295.750000 Penalty: 4993.151855
	Iteration 104Q: 3 clusters Score -2852296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2852297.000000 Penalty: 4993.151855
	Iteration 105Q: 3 clusters Score -2852297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2852305.250000 Penalty: 4993.151855
	Iteration 106Q: 3 clusters Score -2852305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2852315.000000 Penalty: 4993.151855
	Iteration 107Q: 3 clusters Score -2852315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2852316.250000 Penalty: 4993.151855
	Iteration 108Q: 3 clusters Score -2852316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2852324.250000 Penalty: 4993.151855
	Iteration 109Q: 3 clusters Score -2852324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2852329.250000 Penalty: 4993.151855
	Iteration 110Q: 3 clusters Score -2852329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2852329.750000 Penalty: 4993.151855
	Iteration 111Q: 3 clusters Score -2852330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2852330.000000 Penalty: 4993.151855
	Iteration 112Q: 3 clusters Score -2852330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2852336.500000 Penalty: 4993.151855
	Iteration 113Q: 3 clusters Score -2852336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2852337.750000 Penalty: 4993.151855
	Iteration 114Q: 3 clusters Score -2852338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2852351.500000 Penalty: 4993.151855
	Iteration 115Q: 3 clusters Score -2852352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2852353.250000 Penalty: 4993.151855
	Iteration 116Q: 3 clusters Score -2852353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2852357.000000 Penalty: 4993.151855
	Iteration 117Q: 3 clusters Score -2852357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2852357.250000 Penalty: 4993.151855
	Iteration 118Q: 3 clusters Score -2852357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2852368.500000 Penalty: 4993.151855
	Iteration 119Q: 3 clusters Score -2852368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2852370.750000 Penalty: 4993.151855
	Iteration 120F: 3 clusters Score -2852371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2852376.250000 Penalty: 4993.151855
	Iteration 121Q: 3 clusters Score -2852376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2852382.500000 Penalty: 4993.151855
	Iteration 122Q: 3 clusters Score -2852382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2852386.750000 Penalty: 4993.151855
	Iteration 123Q: 3 clusters Score -2852387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2852396.250000 Penalty: 4993.151855
	Iteration 124Q: 3 clusters Score -2852396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2852394.500000 Penalty: 4993.151855
	Iteration 125Q: 3 clusters Score -2852394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2852399.000000 Penalty: 4993.151855
	Iteration 126Q: 3 clusters Score -2852399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2852398.250000 Penalty: 4993.151855
	Iteration 127Q: 3 clusters Score -2852398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2852400.750000 Penalty: 4993.151855
	Iteration 128Q: 3 clusters Score -2852401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2852409.500000 Penalty: 4993.151855
	Iteration 129Q: 3 clusters Score -2852410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2852411.000000 Penalty: 4993.151855
	Iteration 130Q: 3 clusters Score -2852411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2852422.500000 Penalty: 4993.151855
	Iteration 131Q: 3 clusters Score -2852422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2852434.250000 Penalty: 4993.151855
	Iteration 132Q: 3 clusters Score -2852434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2852432.500000 Penalty: 4993.151855
	Iteration 133Q: 3 clusters Score -2852432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2852436.500000 Penalty: 4993.151855
	Iteration 134Q: 3 clusters Score -2852436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2852434.250000 Penalty: 4993.151855
	Iteration 135Q: 3 clusters Score -2852434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2852441.750000 Penalty: 4993.151855
	Iteration 136Q: 3 clusters Score -2852442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2852448.250000 Penalty: 4993.151855
	Iteration 137Q: 3 clusters Score -2852448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2852450.000000 Penalty: 4993.151855
	Iteration 138Q: 3 clusters Score -2852450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2852454.000000 Penalty: 4993.151855
	Iteration 139Q: 3 clusters Score -2852454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2852456.000000 Penalty: 4993.151855
	Iteration 140F: 3 clusters Score -2852456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2852454.750000 Penalty: 4993.151855
	Iteration 141Q: 3 clusters Score -2852455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2852461.000000 Penalty: 4993.151855
	Iteration 142Q: 3 clusters Score -2852461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2852458.750000 Penalty: 4993.151855
	Iteration 143Q: 3 clusters Score -2852459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2852458.250000 Penalty: 4993.151855
	Iteration 144Q: 3 clusters Score -2852458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2852458.750000 Penalty: 4993.151855
	Iteration 145Q: 3 clusters Score -2852459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2852466.500000 Penalty: 4993.151855
	Iteration 146Q: 3 clusters Score -2852466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2852467.500000 Penalty: 4993.151855
	Iteration 147Q: 3 clusters Score -2852468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2852468.500000 Penalty: 4993.151855
	Iteration 148Q: 3 clusters Score -2852468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2852469.000000 Penalty: 4993.151855
	Iteration 149Q: 3 clusters Score -2852469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2852470.250000 Penalty: 4993.151855
	Iteration 150Q: 3 clusters Score -2852470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2852474.750000 Penalty: 4993.151855
	Iteration 151Q: 3 clusters Score -2852475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2852478.250000 Penalty: 4993.151855
	Iteration 152Q: 3 clusters Score -2852478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2852478.750000 Penalty: 4993.151855
	Iteration 153Q: 3 clusters Score -2852479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2852479.500000 Penalty: 4993.151855
	Iteration 154Q: 3 clusters Score -2852480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2852485.500000 Penalty: 4993.151855
	Iteration 155Q: 3 clusters Score -2852486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2852486.000000 Penalty: 4993.151855
	Iteration 156Q: 3 clusters Score -2852486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2852489.000000 Penalty: 4993.151855
	Iteration 157Q: 3 clusters Score -2852489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2852494.250000 Penalty: 4993.151855
	Iteration 158Q: 3 clusters Score -2852494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2852496.500000 Penalty: 4993.151855
	Iteration 159Q: 3 clusters Score -2852496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2852499.750000 Penalty: 4993.151855
	Iteration 160F: 3 clusters Score -2852500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2852496.500000 Penalty: 4993.151855
	Iteration 161Q: 3 clusters Score -2852496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2852500.000000 Penalty: 4993.151855
	Iteration 162Q: 3 clusters Score -2852500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2852500.750000 Penalty: 4993.151855
	Iteration 163Q: 3 clusters Score -2852501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2852505.500000 Penalty: 4993.151855
	Iteration 164Q: 3 clusters Score -2852506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2852511.500000 Penalty: 4993.151855
	Iteration 165Q: 3 clusters Score -2852512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2852516.500000 Penalty: 4993.151855
	Iteration 166Q: 3 clusters Score -2852516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2852515.250000 Penalty: 4993.151855
	Iteration 167Q: 3 clusters Score -2852515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2852516.250000 Penalty: 4993.151855
	Iteration 168Q: 3 clusters Score -2852516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2852516.250000 Penalty: 4993.151855
	Iteration 169F: 3 clusters Score -2852516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (39198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Entering Unmasked Estep 
Score: -4884186.000000 Penalty: 2622.942383
	Iteration 0F: 2 clusters Score -4884186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -4857750.500000 Penalty: 5245.884766
	Iteration 0F: 3 clusters Score -4857750 nChanged 17894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -4867347.000000 Penalty: 5245.884766
	Iteration 1F: 3 clusters Score -4867347 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -4867874.000000 Penalty: 5245.884766
	Iteration 2Q: 3 clusters Score -4867874 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -4868462.500000 Penalty: 5245.884766
	Iteration 3Q: 3 clusters Score -4868462 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -4869173.000000 Penalty: 5245.884766
	Iteration 4Q: 3 clusters Score -4869173 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -4870178.500000 Penalty: 5245.884766
	Iteration 5Q: 3 clusters Score -4870178 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -4871550.500000 Penalty: 5245.884766
	Iteration 6F: 3 clusters Score -4871550 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -4873284.000000 Penalty: 5245.884766
	Iteration 7F: 3 clusters Score -4873284 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -4875210.000000 Penalty: 5245.884766
	Iteration 8F: 3 clusters Score -4875210 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -4877035.000000 Penalty: 5245.884766
	Iteration 9F: 3 clusters Score -4877035 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -4878656.500000 Penalty: 5245.884766
	Iteration 10Q: 3 clusters Score -4878656 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4879851.000000 Penalty: 5245.884766
	Iteration 11Q: 3 clusters Score -4879851 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -4880669.500000 Penalty: 5245.884766
	Iteration 12Q: 3 clusters Score -4880670 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -4881165.000000 Penalty: 5245.884766
	Iteration 13Q: 3 clusters Score -4881165 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -4881443.500000 Penalty: 5245.884766
	Iteration 14Q: 3 clusters Score -4881444 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -4881587.500000 Penalty: 5245.884766
	Iteration 15Q: 3 clusters Score -4881588 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -4881695.500000 Penalty: 5245.884766
	Iteration 16Q: 3 clusters Score -4881696 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -4881774.000000 Penalty: 5245.884766
	Iteration 17Q: 3 clusters Score -4881774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -4881820.000000 Penalty: 5245.884766
	Iteration 18Q: 3 clusters Score -4881820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -4881866.500000 Penalty: 5245.884766
	Iteration 19Q: 3 clusters Score -4881866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -4881893.000000 Penalty: 5245.884766
	Iteration 20F: 3 clusters Score -4881893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -4881908.000000 Penalty: 5245.884766
	Iteration 21Q: 3 clusters Score -4881908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -4881925.500000 Penalty: 5245.884766
	Iteration 22Q: 3 clusters Score -4881926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -4881929.500000 Penalty: 5245.884766
	Iteration 23Q: 3 clusters Score -4881930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -4881936.500000 Penalty: 5245.884766
	Iteration 24Q: 3 clusters Score -4881936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -4881936.500000 Penalty: 5245.884766
	Iteration 25Q: 3 clusters Score -4881936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -4881943.500000 Penalty: 5245.884766
	Iteration 26Q: 3 clusters Score -4881944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -4881947.500000 Penalty: 5245.884766
	Iteration 27Q: 3 clusters Score -4881948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -4881951.500000 Penalty: 5245.884766
	Iteration 28Q: 3 clusters Score -4881952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -4881952.000000 Penalty: 5245.884766
	Iteration 29Q: 3 clusters Score -4881952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -4881953.000000 Penalty: 5245.884766
	Iteration 30Q: 3 clusters Score -4881953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -4881952.500000 Penalty: 5245.884766
	Iteration 31Q: 3 clusters Score -4881952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -4881951.500000 Penalty: 5245.884766
	Iteration 32Q: 3 clusters Score -4881952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -4881956.500000 Penalty: 5245.884766
	Iteration 33Q: 3 clusters Score -4881956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -4881957.500000 Penalty: 5245.884766
	Iteration 34Q: 3 clusters Score -4881958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -4881957.500000 Penalty: 5245.884766
	Iteration 35F: 3 clusters Score -4881958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -597221.312500 Penalty: 2117.951660
	Iteration 0F: 2 clusters Score -597221.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -592679.375000 Penalty: 4235.903320
	Iteration 0F: 3 clusters Score -592679.4 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -593795.250000 Penalty: 4235.903320
	Iteration 1F: 3 clusters Score -593795.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -594063.062500 Penalty: 4235.903320
	Iteration 2F: 3 clusters Score -594063.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -594267.250000 Penalty: 4235.903320
	Iteration 3F: 3 clusters Score -594267.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -594403.750000 Penalty: 4235.903320
	Iteration 4Q: 3 clusters Score -594403.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -594518.187500 Penalty: 4235.903320
	Iteration 5Q: 3 clusters Score -594518.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -594617.437500 Penalty: 4235.903320
	Iteration 6Q: 3 clusters Score -594617.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -594696.312500 Penalty: 4235.903320
	Iteration 7Q: 3 clusters Score -594696.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -594764.062500 Penalty: 4235.903320
	Iteration 8Q: 3 clusters Score -594764.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -594829.437500 Penalty: 4235.903320
	Iteration 9Q: 3 clusters Score -594829.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -594890.625000 Penalty: 4235.903320
	Iteration 10Q: 3 clusters Score -594890.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -594946.375000 Penalty: 4235.903320
	Iteration 11Q: 3 clusters Score -594946.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -594999.187500 Penalty: 4235.903320
	Iteration 12Q: 3 clusters Score -594999.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -595046.437500 Penalty: 4235.903320
	Iteration 13Q: 3 clusters Score -595046.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -595103.062500 Penalty: 4235.903320
	Iteration 14Q: 3 clusters Score -595103.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -595167.500000 Penalty: 4235.903320
	Iteration 15Q: 3 clusters Score -595167.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -595234.937500 Penalty: 4235.903320
	Iteration 16Q: 3 clusters Score -595234.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -595308.250000 Penalty: 4235.903320
	Iteration 17Q: 3 clusters Score -595308.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -595362.750000 Penalty: 4235.903320
	Iteration 18Q: 3 clusters Score -595362.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -595413.437500 Penalty: 4235.903320
	Iteration 19Q: 3 clusters Score -595413.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -595468.250000 Penalty: 4235.903320
	Iteration 20F: 3 clusters Score -595468.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -595511.687500 Penalty: 4235.903320
	Iteration 21Q: 3 clusters Score -595511.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -595564.125000 Penalty: 4235.903320
	Iteration 22Q: 3 clusters Score -595564.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -595610.062500 Penalty: 4235.903320
	Iteration 23Q: 3 clusters Score -595610.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -595642.437500 Penalty: 4235.903320
	Iteration 24Q: 3 clusters Score -595642.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -595668.312500 Penalty: 4235.903320
	Iteration 25Q: 3 clusters Score -595668.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -595692.062500 Penalty: 4235.903320
	Iteration 26Q: 3 clusters Score -595692.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -595712.000000 Penalty: 4235.903320
	Iteration 27Q: 3 clusters Score -595712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -595728.375000 Penalty: 4235.903320
	Iteration 28Q: 3 clusters Score -595728.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -595749.750000 Penalty: 4235.903320
	Iteration 29Q: 3 clusters Score -595749.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -595771.937500 Penalty: 4235.903320
	Iteration 30Q: 3 clusters Score -595771.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -595795.062500 Penalty: 4235.903320
	Iteration 31Q: 3 clusters Score -595795.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -595818.125000 Penalty: 4235.903320
	Iteration 32Q: 3 clusters Score -595818.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -595837.687500 Penalty: 4235.903320
	Iteration 33Q: 3 clusters Score -595837.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -595855.812500 Penalty: 4235.903320
	Iteration 34Q: 3 clusters Score -595855.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -595867.562500 Penalty: 4235.903320
	Iteration 35Q: 3 clusters Score -595867.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -595881.250000 Penalty: 4235.903320
	Iteration 36Q: 3 clusters Score -595881.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -595895.187500 Penalty: 4235.903320
	Iteration 37Q: 3 clusters Score -595895.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -595907.562500 Penalty: 4235.903320
	Iteration 38Q: 3 clusters Score -595907.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -595914.062500 Penalty: 4235.903320
	Iteration 39Q: 3 clusters Score -595914.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -595920.812500 Penalty: 4235.903320
	Iteration 40F: 3 clusters Score -595920.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -595925.562500 Penalty: 4235.903320
	Iteration 41Q: 3 clusters Score -595925.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -595929.312500 Penalty: 4235.903320
	Iteration 42Q: 3 clusters Score -595929.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -595933.625000 Penalty: 4235.903320
	Iteration 43Q: 3 clusters Score -595933.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -595937.000000 Penalty: 4235.903320
	Iteration 44Q: 3 clusters Score -595937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -595941.250000 Penalty: 4235.903320
	Iteration 45Q: 3 clusters Score -595941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -595943.312500 Penalty: 4235.903320
	Iteration 46Q: 3 clusters Score -595943.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -595945.125000 Penalty: 4235.903320
	Iteration 47Q: 3 clusters Score -595945.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -595946.875000 Penalty: 4235.903320
	Iteration 48Q: 3 clusters Score -595946.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -595949.500000 Penalty: 4235.903320
	Iteration 49Q: 3 clusters Score -595949.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -595951.625000 Penalty: 4235.903320
	Iteration 50Q: 3 clusters Score -595951.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -595953.125000 Penalty: 4235.903320
	Iteration 51Q: 3 clusters Score -595953.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -595954.812500 Penalty: 4235.903320
	Iteration 52Q: 3 clusters Score -595954.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -595956.812500 Penalty: 4235.903320
	Iteration 53Q: 3 clusters Score -595956.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -595957.687500 Penalty: 4235.903320
	Iteration 54Q: 3 clusters Score -595957.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -595959.937500 Penalty: 4235.903320
	Iteration 55Q: 3 clusters Score -595959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -595959.750000 Penalty: 4235.903320
	Iteration 56Q: 3 clusters Score -595959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -595961.187500 Penalty: 4235.903320
	Iteration 57Q: 3 clusters Score -595961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -595962.250000 Penalty: 4235.903320
	Iteration 58Q: 3 clusters Score -595962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -595962.187500 Penalty: 4235.903320
	Iteration 59Q: 3 clusters Score -595962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -595963.250000 Penalty: 4235.903320
	Iteration 60F: 3 clusters Score -595963.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -378413.125000 Penalty: 2004.435791
	Iteration 0F: 2 clusters Score -378413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -374990.187500 Penalty: 4008.871582
	Iteration 0F: 3 clusters Score -374990.2 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -375848.843750 Penalty: 4008.871582
	Iteration 1F: 3 clusters Score -375848.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -376233.718750 Penalty: 4008.871582
	Iteration 2F: 3 clusters Score -376233.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -376545.156250 Penalty: 4008.871582
	Iteration 3F: 3 clusters Score -376545.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -376787.218750 Penalty: 4008.871582
	Iteration 4F: 3 clusters Score -376787.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -376952.812500 Penalty: 4008.871582
	Iteration 5F: 3 clusters Score -376952.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -377067.468750 Penalty: 4008.871582
	Iteration 6Q: 3 clusters Score -377067.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -377129.437500 Penalty: 4008.871582
	Iteration 7Q: 3 clusters Score -377129.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -377164.500000 Penalty: 4008.871582
	Iteration 8Q: 3 clusters Score -377164.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -377192.593750 Penalty: 4008.871582
	Iteration 9Q: 3 clusters Score -377192.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -377213.156250 Penalty: 4008.871582
	Iteration 10Q: 3 clusters Score -377213.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -377228.218750 Penalty: 4008.871582
	Iteration 11Q: 3 clusters Score -377228.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -377240.437500 Penalty: 4008.871582
	Iteration 12Q: 3 clusters Score -377240.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -377253.156250 Penalty: 4008.871582
	Iteration 13Q: 3 clusters Score -377253.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -377260.312500 Penalty: 4008.871582
	Iteration 14Q: 3 clusters Score -377260.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -377266.687500 Penalty: 4008.871582
	Iteration 15Q: 3 clusters Score -377266.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -377272.281250 Penalty: 4008.871582
	Iteration 16Q: 3 clusters Score -377272.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -377274.656250 Penalty: 4008.871582
	Iteration 17Q: 3 clusters Score -377274.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -377277.937500 Penalty: 4008.871582
	Iteration 18Q: 3 clusters Score -377277.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -377281.000000 Penalty: 4008.871582
	Iteration 19Q: 3 clusters Score -377281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -377284.781250 Penalty: 4008.871582
	Iteration 20F: 3 clusters Score -377284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -377285.968750 Penalty: 4008.871582
	Iteration 21Q: 3 clusters Score -377286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -377287.187500 Penalty: 4008.871582
	Iteration 22Q: 3 clusters Score -377287.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -377287.187500 Penalty: 4008.871582
	Iteration 23F: 3 clusters Score -377287.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -48775.851562 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -48775.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47542.785156 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -47542.79 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47764.402344 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -47764.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47805.132812 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -47805.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47834.121094 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -47834.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47876.648438 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -47876.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -47888.968750 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -47888.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -47895.464844 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -47895.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -47904.402344 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -47904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -47923.703125 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -47923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -47948.492188 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -47948.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -47961.617188 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -47961.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -47961.617188 Penalty: 2993.598877
	Iteration 11F: 3 clusters Score -47961.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1533711.125000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1533711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1524919.625000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1524920 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1527526.000000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1527526 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1527819.375000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1527819 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1527993.625000 Penalty: 4651.012207
	Iteration 3Q: 3 clusters Score -1527994 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1528121.875000 Penalty: 4651.012207
	Iteration 4Q: 3 clusters Score -1528122 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1528213.750000 Penalty: 4651.012207
	Iteration 5Q: 3 clusters Score -1528214 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1528277.625000 Penalty: 4651.012207
	Iteration 6Q: 3 clusters Score -1528278 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1528342.250000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1528342 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1528402.500000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1528402 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1528454.000000 Penalty: 4651.012207
	Iteration 9Q: 3 clusters Score -1528454 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1528516.250000 Penalty: 4651.012207
	Iteration 10Q: 3 clusters Score -1528516 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1528573.375000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1528573 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1528650.500000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1528650 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1528746.250000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1528746 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1528877.375000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1528877 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1529047.500000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1529048 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1529280.125000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1529280 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1529605.125000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1529605 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1529971.375000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1529971 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1530396.000000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1530396 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1530765.625000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1530766 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1531064.625000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1531065 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1531286.750000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1531287 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1531443.375000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1531443 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1531529.250000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1531529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1531563.375000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1531563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1531592.500000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1531592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1531609.625000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1531610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1531617.375000 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -1531617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1531621.375000 Penalty: 4651.012207
	Iteration 29Q: 3 clusters Score -1531621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1531623.000000 Penalty: 4651.012207
	Iteration 30Q: 3 clusters Score -1531623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1531634.625000 Penalty: 4651.012207
	Iteration 31Q: 3 clusters Score -1531635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1531640.250000 Penalty: 4651.012207
	Iteration 32Q: 3 clusters Score -1531640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1531642.125000 Penalty: 4651.012207
	Iteration 33Q: 3 clusters Score -1531642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1531649.375000 Penalty: 4651.012207
	Iteration 34Q: 3 clusters Score -1531649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1531655.000000 Penalty: 4651.012207
	Iteration 35Q: 3 clusters Score -1531655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1531655.875000 Penalty: 4651.012207
	Iteration 36Q: 3 clusters Score -1531656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1531661.000000 Penalty: 4651.012207
	Iteration 37Q: 3 clusters Score -1531661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1531663.875000 Penalty: 4651.012207
	Iteration 38Q: 3 clusters Score -1531664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1531663.500000 Penalty: 4651.012207
	Iteration 39Q: 3 clusters Score -1531664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1531663.500000 Penalty: 4651.012207
	Iteration 40F: 3 clusters Score -1531664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -711658.812500 Penalty: 2150.691650
	Iteration 0F: 2 clusters Score -711658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -706612.875000 Penalty: 4301.383301
	Iteration 0F: 3 clusters Score -706612.9 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -707848.437500 Penalty: 4301.383301
	Iteration 1F: 3 clusters Score -707848.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -708097.562500 Penalty: 4301.383301
	Iteration 2F: 3 clusters Score -708097.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -708323.875000 Penalty: 4301.383301
	Iteration 3F: 3 clusters Score -708323.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -708525.312500 Penalty: 4301.383301
	Iteration 4F: 3 clusters Score -708525.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -708700.250000 Penalty: 4301.383301
	Iteration 5Q: 3 clusters Score -708700.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -708830.812500 Penalty: 4301.383301
	Iteration 6Q: 3 clusters Score -708830.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -708941.062500 Penalty: 4301.383301
	Iteration 7Q: 3 clusters Score -708941.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -709043.187500 Penalty: 4301.383301
	Iteration 8Q: 3 clusters Score -709043.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -709128.937500 Penalty: 4301.383301
	Iteration 9Q: 3 clusters Score -709128.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -709224.187500 Penalty: 4301.383301
	Iteration 10Q: 3 clusters Score -709224.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -709313.687500 Penalty: 4301.383301
	Iteration 11Q: 3 clusters Score -709313.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -709393.000000 Penalty: 4301.383301
	Iteration 12Q: 3 clusters Score -709393 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -709465.437500 Penalty: 4301.383301
	Iteration 13Q: 3 clusters Score -709465.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -709536.000000 Penalty: 4301.383301
	Iteration 14Q: 3 clusters Score -709536 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -709598.375000 Penalty: 4301.383301
	Iteration 15Q: 3 clusters Score -709598.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -709653.875000 Penalty: 4301.383301
	Iteration 16Q: 3 clusters Score -709653.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -709699.625000 Penalty: 4301.383301
	Iteration 17Q: 3 clusters Score -709699.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -709744.500000 Penalty: 4301.383301
	Iteration 18Q: 3 clusters Score -709744.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -709790.875000 Penalty: 4301.383301
	Iteration 19Q: 3 clusters Score -709790.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -709821.000000 Penalty: 4301.383301
	Iteration 20F: 3 clusters Score -709821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -709846.250000 Penalty: 4301.383301
	Iteration 21Q: 3 clusters Score -709846.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -709863.000000 Penalty: 4301.383301
	Iteration 22Q: 3 clusters Score -709863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -709878.375000 Penalty: 4301.383301
	Iteration 23Q: 3 clusters Score -709878.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -709885.625000 Penalty: 4301.383301
	Iteration 24Q: 3 clusters Score -709885.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -709896.000000 Penalty: 4301.383301
	Iteration 25Q: 3 clusters Score -709896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -709907.500000 Penalty: 4301.383301
	Iteration 26Q: 3 clusters Score -709907.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -709913.687500 Penalty: 4301.383301
	Iteration 27Q: 3 clusters Score -709913.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -709919.250000 Penalty: 4301.383301
	Iteration 28Q: 3 clusters Score -709919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -709921.812500 Penalty: 4301.383301
	Iteration 29Q: 3 clusters Score -709921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -709923.750000 Penalty: 4301.383301
	Iteration 30Q: 3 clusters Score -709923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -709929.062500 Penalty: 4301.383301
	Iteration 31Q: 3 clusters Score -709929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -709930.000000 Penalty: 4301.383301
	Iteration 32Q: 3 clusters Score -709930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -709932.437500 Penalty: 4301.383301
	Iteration 33Q: 3 clusters Score -709932.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -709934.062500 Penalty: 4301.383301
	Iteration 34Q: 3 clusters Score -709934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -709934.687500 Penalty: 4301.383301
	Iteration 35Q: 3 clusters Score -709934.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -709937.500000 Penalty: 4301.383301
	Iteration 36Q: 3 clusters Score -709937.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -709939.687500 Penalty: 4301.383301
	Iteration 37Q: 3 clusters Score -709939.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -709942.875000 Penalty: 4301.383301
	Iteration 38Q: 3 clusters Score -709942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -709947.500000 Penalty: 4301.383301
	Iteration 39Q: 3 clusters Score -709947.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -709950.750000 Penalty: 4301.383301
	Iteration 40F: 3 clusters Score -709950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -709953.687500 Penalty: 4301.383301
	Iteration 41Q: 3 clusters Score -709953.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -709953.250000 Penalty: 4301.383301
	Iteration 42Q: 3 clusters Score -709953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -709954.687500 Penalty: 4301.383301
	Iteration 43Q: 3 clusters Score -709954.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -709954.937500 Penalty: 4301.383301
	Iteration 44Q: 3 clusters Score -709954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -709956.687500 Penalty: 4301.383301
	Iteration 45Q: 3 clusters Score -709956.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -709957.812500 Penalty: 4301.383301
	Iteration 46Q: 3 clusters Score -709957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -709957.000000 Penalty: 4301.383301
	Iteration 47Q: 3 clusters Score -709957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -709957.000000 Penalty: 4301.383301
	Iteration 48F: 3 clusters Score -709957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -317040.937500 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -317040.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -313962.625000 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -313962.6 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -314632.156250 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -314632.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -314868.281250 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -314868.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -315059.156250 Penalty: 3917.059082
	Iteration 3F: 3 clusters Score -315059.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -315271.281250 Penalty: 3917.059082
	Iteration 4F: 3 clusters Score -315271.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -315432.781250 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -315432.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -315606.718750 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -315606.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -315744.437500 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -315744.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -315854.531250 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -315854.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -315936.437500 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -315936.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -316001.250000 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -316001.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -316084.562500 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -316084.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -316166.937500 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -316166.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -316258.000000 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -316258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -316362.218750 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -316362.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -316453.281250 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -316453.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -316527.187500 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -316527.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -316572.500000 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -316572.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -316608.406250 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -316608.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -316630.687500 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -316630.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -316644.750000 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -316644.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -316653.343750 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -316653.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -316658.468750 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -316658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -316660.593750 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -316660.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -316660.937500 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -316660.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -316660.906250 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -316660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -316662.750000 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -316662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -316663.562500 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -316663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -316663.843750 Penalty: 3917.059082
	Iteration 28Q: 3 clusters Score -316663.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -316664.062500 Penalty: 3917.059082
	Iteration 29Q: 3 clusters Score -316664.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -316664.218750 Penalty: 3917.059082
	Iteration 30Q: 3 clusters Score -316664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -316664.218750 Penalty: 3917.059082
	Iteration 31F: 3 clusters Score -316664.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -264906.000000 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -264906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -262162.843750 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -262162.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -262656.656250 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -262656.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -262772.406250 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -262772.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -262831.500000 Penalty: 3822.926025
	Iteration 3Q: 3 clusters Score -262831.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -262875.062500 Penalty: 3822.926025
	Iteration 4Q: 3 clusters Score -262875.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -262904.093750 Penalty: 3822.926025
	Iteration 5Q: 3 clusters Score -262904.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -262933.875000 Penalty: 3822.926025
	Iteration 6Q: 3 clusters Score -262933.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -262975.875000 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -262975.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -263010.218750 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -263010.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -263045.343750 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -263045.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -263070.562500 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -263070.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -263101.468750 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -263101.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -263134.781250 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -263134.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -263169.687500 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -263169.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -263213.656250 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -263213.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -263277.281250 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -263277.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -263353.937500 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -263353.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -263418.500000 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -263418.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -263465.875000 Penalty: 3822.926025
	Iteration 18Q: 3 clusters Score -263465.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -263512.812500 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -263512.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -263549.187500 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -263549.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -263594.875000 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -263594.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -263634.687500 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -263634.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -263664.500000 Penalty: 3822.926025
	Iteration 23Q: 3 clusters Score -263664.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -263685.375000 Penalty: 3822.926025
	Iteration 24Q: 3 clusters Score -263685.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -263701.562500 Penalty: 3822.926025
	Iteration 25Q: 3 clusters Score -263701.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -263708.406250 Penalty: 3822.926025
	Iteration 26Q: 3 clusters Score -263708.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -263714.875000 Penalty: 3822.926025
	Iteration 27Q: 3 clusters Score -263714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -263715.312500 Penalty: 3822.926025
	Iteration 28Q: 3 clusters Score -263715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -263715.312500 Penalty: 3822.926025
	Iteration 29F: 3 clusters Score -263715.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Entering Unmasked Estep 
Score: -2191345.000000 Penalty: 2428.373535
	Iteration 0F: 2 clusters Score -2191345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2178635.000000 Penalty: 4856.747070
	Iteration 0F: 3 clusters Score -2178635 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2182787.750000 Penalty: 4856.747070
	Iteration 1F: 3 clusters Score -2182788 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2183178.250000 Penalty: 4856.747070
	Iteration 2F: 3 clusters Score -2183178 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2183512.500000 Penalty: 4856.747070
	Iteration 3Q: 3 clusters Score -2183512 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2183822.000000 Penalty: 4856.747070
	Iteration 4Q: 3 clusters Score -2183822 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2184146.000000 Penalty: 4856.747070
	Iteration 5Q: 3 clusters Score -2184146 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2184498.750000 Penalty: 4856.747070
	Iteration 6Q: 3 clusters Score -2184499 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2184943.500000 Penalty: 4856.747070
	Iteration 7Q: 3 clusters Score -2184944 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2185472.250000 Penalty: 4856.747070
	Iteration 8Q: 3 clusters Score -2185472 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2186037.750000 Penalty: 4856.747070
	Iteration 9Q: 3 clusters Score -2186038 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2186626.250000 Penalty: 4856.747070
	Iteration 10Q: 3 clusters Score -2186626 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2187240.750000 Penalty: 4856.747070
	Iteration 11Q: 3 clusters Score -2187241 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2187820.000000 Penalty: 4856.747070
	Iteration 12Q: 3 clusters Score -2187820 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2188233.250000 Penalty: 4856.747070
	Iteration 13Q: 3 clusters Score -2188233 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2188470.250000 Penalty: 4856.747070
	Iteration 14Q: 3 clusters Score -2188470 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2188614.250000 Penalty: 4856.747070
	Iteration 15Q: 3 clusters Score -2188614 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2188725.000000 Penalty: 4856.747070
	Iteration 16Q: 3 clusters Score -2188725 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2188811.500000 Penalty: 4856.747070
	Iteration 17Q: 3 clusters Score -2188812 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2188878.250000 Penalty: 4856.747070
	Iteration 18Q: 3 clusters Score -2188878 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2188950.000000 Penalty: 4856.747070
	Iteration 19Q: 3 clusters Score -2188950 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2189013.500000 Penalty: 4856.747070
	Iteration 20F: 3 clusters Score -2189014 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2189072.750000 Penalty: 4856.747070
	Iteration 21Q: 3 clusters Score -2189073 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2189118.250000 Penalty: 4856.747070
	Iteration 22Q: 3 clusters Score -2189118 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2189173.500000 Penalty: 4856.747070
	Iteration 23Q: 3 clusters Score -2189174 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2189235.500000 Penalty: 4856.747070
	Iteration 24Q: 3 clusters Score -2189236 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2189282.750000 Penalty: 4856.747070
	Iteration 25Q: 3 clusters Score -2189283 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2189347.750000 Penalty: 4856.747070
	Iteration 26Q: 3 clusters Score -2189348 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2189391.500000 Penalty: 4856.747070
	Iteration 27Q: 3 clusters Score -2189392 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2189428.250000 Penalty: 4856.747070
	Iteration 28Q: 3 clusters Score -2189428 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2189444.500000 Penalty: 4856.747070
	Iteration 29Q: 3 clusters Score -2189444 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2189491.000000 Penalty: 4856.747070
	Iteration 30Q: 3 clusters Score -2189491 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2189537.500000 Penalty: 4856.747070
	Iteration 31Q: 3 clusters Score -2189538 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2189556.000000 Penalty: 4856.747070
	Iteration 32Q: 3 clusters Score -2189556 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2189575.250000 Penalty: 4856.747070
	Iteration 33Q: 3 clusters Score -2189575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2189593.750000 Penalty: 4856.747070
	Iteration 34Q: 3 clusters Score -2189594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2189598.250000 Penalty: 4856.747070
	Iteration 35Q: 3 clusters Score -2189598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2189612.250000 Penalty: 4856.747070
	Iteration 36Q: 3 clusters Score -2189612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2189622.750000 Penalty: 4856.747070
	Iteration 37Q: 3 clusters Score -2189623 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2189635.500000 Penalty: 4856.747070
	Iteration 38Q: 3 clusters Score -2189636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2189648.000000 Penalty: 4856.747070
	Iteration 39Q: 3 clusters Score -2189648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2189646.250000 Penalty: 4856.747070
	Iteration 40F: 3 clusters Score -2189646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2189666.500000 Penalty: 4856.747070
	Iteration 41Q: 3 clusters Score -2189666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2189672.000000 Penalty: 4856.747070
	Iteration 42Q: 3 clusters Score -2189672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2189688.500000 Penalty: 4856.747070
	Iteration 43Q: 3 clusters Score -2189688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2189692.750000 Penalty: 4856.747070
	Iteration 44Q: 3 clusters Score -2189693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2189705.750000 Penalty: 4856.747070
	Iteration 45Q: 3 clusters Score -2189706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2189707.750000 Penalty: 4856.747070
	Iteration 46Q: 3 clusters Score -2189708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2189715.250000 Penalty: 4856.747070
	Iteration 47Q: 3 clusters Score -2189715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2189714.000000 Penalty: 4856.747070
	Iteration 48Q: 3 clusters Score -2189714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2189725.000000 Penalty: 4856.747070
	Iteration 49Q: 3 clusters Score -2189725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2189728.250000 Penalty: 4856.747070
	Iteration 50Q: 3 clusters Score -2189728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2189733.750000 Penalty: 4856.747070
	Iteration 51Q: 3 clusters Score -2189734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2189734.250000 Penalty: 4856.747070
	Iteration 52Q: 3 clusters Score -2189734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2189739.500000 Penalty: 4856.747070
	Iteration 53Q: 3 clusters Score -2189740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2189737.750000 Penalty: 4856.747070
	Iteration 54Q: 3 clusters Score -2189738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2189740.500000 Penalty: 4856.747070
	Iteration 55Q: 3 clusters Score -2189740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2189745.000000 Penalty: 4856.747070
	Iteration 56Q: 3 clusters Score -2189745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2189749.000000 Penalty: 4856.747070
	Iteration 57Q: 3 clusters Score -2189749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2189749.250000 Penalty: 4856.747070
	Iteration 58Q: 3 clusters Score -2189749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2189750.500000 Penalty: 4856.747070
	Iteration 59Q: 3 clusters Score -2189750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2189750.750000 Penalty: 4856.747070
	Iteration 60F: 3 clusters Score -2189751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2189751.000000 Penalty: 4856.747070
	Iteration 61Q: 3 clusters Score -2189751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2189751.250000 Penalty: 4856.747070
	Iteration 62Q: 3 clusters Score -2189751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2189753.500000 Penalty: 4856.747070
	Iteration 63Q: 3 clusters Score -2189754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2189750.000000 Penalty: 4856.747070
	Iteration 64Q: 3 clusters Score -2189750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2189754.000000 Penalty: 4856.747070
	Iteration 65Q: 3 clusters Score -2189754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2189754.750000 Penalty: 4856.747070
	Iteration 66Q: 3 clusters Score -2189755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2189753.000000 Penalty: 4856.747070
	Iteration 67Q: 3 clusters Score -2189753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2189752.000000 Penalty: 4856.747070
	Iteration 68Q: 3 clusters Score -2189752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2189752.000000 Penalty: 4856.747070
	Iteration 69F: 3 clusters Score -2189752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -686948.875000 Penalty: 2143.318848
	Iteration 0F: 2 clusters Score -686948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -682055.375000 Penalty: 4286.637695
	Iteration 0F: 3 clusters Score -682055.4 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -683515.125000 Penalty: 4286.637695
	Iteration 1F: 3 clusters Score -683515.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -683973.500000 Penalty: 4286.637695
	Iteration 2F: 3 clusters Score -683973.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -684360.312500 Penalty: 4286.637695
	Iteration 3F: 3 clusters Score -684360.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -684717.312500 Penalty: 4286.637695
	Iteration 4F: 3 clusters Score -684717.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -685042.312500 Penalty: 4286.637695
	Iteration 5F: 3 clusters Score -685042.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -685262.562500 Penalty: 4286.637695
	Iteration 6Q: 3 clusters Score -685262.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -685460.937500 Penalty: 4286.637695
	Iteration 7Q: 3 clusters Score -685460.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -685653.562500 Penalty: 4286.637695
	Iteration 8Q: 3 clusters Score -685653.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -685806.625000 Penalty: 4286.637695
	Iteration 9Q: 3 clusters Score -685806.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -685917.187500 Penalty: 4286.637695
	Iteration 10Q: 3 clusters Score -685917.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -686000.125000 Penalty: 4286.637695
	Iteration 11Q: 3 clusters Score -686000.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -686035.937500 Penalty: 4286.637695
	Iteration 12Q: 3 clusters Score -686035.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -686066.937500 Penalty: 4286.637695
	Iteration 13Q: 3 clusters Score -686066.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -686090.062500 Penalty: 4286.637695
	Iteration 14Q: 3 clusters Score -686090.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -686106.937500 Penalty: 4286.637695
	Iteration 15Q: 3 clusters Score -686106.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -686118.562500 Penalty: 4286.637695
	Iteration 16Q: 3 clusters Score -686118.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -686125.562500 Penalty: 4286.637695
	Iteration 17Q: 3 clusters Score -686125.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -686134.125000 Penalty: 4286.637695
	Iteration 18Q: 3 clusters Score -686134.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -686141.375000 Penalty: 4286.637695
	Iteration 19Q: 3 clusters Score -686141.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -686145.812500 Penalty: 4286.637695
	Iteration 20F: 3 clusters Score -686145.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -686148.562500 Penalty: 4286.637695
	Iteration 21Q: 3 clusters Score -686148.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -686150.750000 Penalty: 4286.637695
	Iteration 22Q: 3 clusters Score -686150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -686152.312500 Penalty: 4286.637695
	Iteration 23Q: 3 clusters Score -686152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -686154.500000 Penalty: 4286.637695
	Iteration 24Q: 3 clusters Score -686154.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -686155.187500 Penalty: 4286.637695
	Iteration 25Q: 3 clusters Score -686155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -686156.625000 Penalty: 4286.637695
	Iteration 26Q: 3 clusters Score -686156.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -686157.187500 Penalty: 4286.637695
	Iteration 27Q: 3 clusters Score -686157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -686157.875000 Penalty: 4286.637695
	Iteration 28Q: 3 clusters Score -686157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -686157.750000 Penalty: 4286.637695
	Iteration 29Q: 3 clusters Score -686157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -686157.562500 Penalty: 4286.637695
	Iteration 30Q: 3 clusters Score -686157.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -686158.937500 Penalty: 4286.637695
	Iteration 31Q: 3 clusters Score -686158.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -686158.937500 Penalty: 4286.637695
	Iteration 32F: 3 clusters Score -686158.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (69440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Entering Unmasked Estep 
Score: -7792004.000000 Penalty: 2764.758057
	Iteration 0F: 2 clusters Score -7792004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -7745550.500000 Penalty: 5529.516113
	Iteration 0F: 3 clusters Score -7745550 nChanged 32327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -7763816.500000 Penalty: 5529.516113
	Iteration 1F: 3 clusters Score -7763816 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -7764614.500000 Penalty: 5529.516113
	Iteration 2Q: 3 clusters Score -7764614 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -7765327.000000 Penalty: 5529.516113
	Iteration 3Q: 3 clusters Score -7765327 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -7766205.000000 Penalty: 5529.516113
	Iteration 4Q: 3 clusters Score -7766205 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -7767062.000000 Penalty: 5529.516113
	Iteration 5Q: 3 clusters Score -7767062 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -7768012.500000 Penalty: 5529.516113
	Iteration 6Q: 3 clusters Score -7768012 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -7769180.000000 Penalty: 5529.516113
	Iteration 7Q: 3 clusters Score -7769180 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -7770434.500000 Penalty: 5529.516113
	Iteration 8Q: 3 clusters Score -7770434 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -7771969.500000 Penalty: 5529.516113
	Iteration 9Q: 3 clusters Score -7771970 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -7773835.500000 Penalty: 5529.516113
	Iteration 10Q: 3 clusters Score -7773836 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -7776062.500000 Penalty: 5529.516113
	Iteration 11F: 3 clusters Score -7776062 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -7778256.000000 Penalty: 5529.516113
	Iteration 12Q: 3 clusters Score -7778256 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -7780028.500000 Penalty: 5529.516113
	Iteration 13Q: 3 clusters Score -7780028 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -7781271.000000 Penalty: 5529.516113
	Iteration 14Q: 3 clusters Score -7781271 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -7782151.500000 Penalty: 5529.516113
	Iteration 15Q: 3 clusters Score -7782152 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -7782941.000000 Penalty: 5529.516113
	Iteration 16Q: 3 clusters Score -7782941 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -7783584.500000 Penalty: 5529.516113
	Iteration 17Q: 3 clusters Score -7783584 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -7784325.000000 Penalty: 5529.516113
	Iteration 18Q: 3 clusters Score -7784325 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -7784995.000000 Penalty: 5529.516113
	Iteration 19Q: 3 clusters Score -7784995 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -7785526.500000 Penalty: 5529.516113
	Iteration 20F: 3 clusters Score -7785526 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -7786019.000000 Penalty: 5529.516113
	Iteration 21Q: 3 clusters Score -7786019 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -7786457.500000 Penalty: 5529.516113
	Iteration 22Q: 3 clusters Score -7786458 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -7786805.000000 Penalty: 5529.516113
	Iteration 23Q: 3 clusters Score -7786805 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -7787139.500000 Penalty: 5529.516113
	Iteration 24Q: 3 clusters Score -7787140 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -7787469.500000 Penalty: 5529.516113
	Iteration 25Q: 3 clusters Score -7787470 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -7787758.000000 Penalty: 5529.516113
	Iteration 26Q: 3 clusters Score -7787758 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -7788019.500000 Penalty: 5529.516113
	Iteration 27Q: 3 clusters Score -7788020 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -7788284.500000 Penalty: 5529.516113
	Iteration 28Q: 3 clusters Score -7788284 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -7788502.500000 Penalty: 5529.516113
	Iteration 29Q: 3 clusters Score -7788502 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -7788719.500000 Penalty: 5529.516113
	Iteration 30Q: 3 clusters Score -7788720 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -7788923.000000 Penalty: 5529.516113
	Iteration 31Q: 3 clusters Score -7788923 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7789091.500000 Penalty: 5529.516113
	Iteration 32Q: 3 clusters Score -7789092 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -7789205.500000 Penalty: 5529.516113
	Iteration 33Q: 3 clusters Score -7789206 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7789328.500000 Penalty: 5529.516113
	Iteration 34Q: 3 clusters Score -7789328 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7789403.000000 Penalty: 5529.516113
	Iteration 35Q: 3 clusters Score -7789403 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7789484.000000 Penalty: 5529.516113
	Iteration 36Q: 3 clusters Score -7789484 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -7789544.000000 Penalty: 5529.516113
	Iteration 37Q: 3 clusters Score -7789544 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7789579.500000 Penalty: 5529.516113
	Iteration 38Q: 3 clusters Score -7789580 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7789602.000000 Penalty: 5529.516113
	Iteration 39Q: 3 clusters Score -7789602 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7789648.000000 Penalty: 5529.516113
	Iteration 40F: 3 clusters Score -7789648 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7789644.000000 Penalty: 5529.516113
	Iteration 41Q: 3 clusters Score -7789644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7789677.000000 Penalty: 5529.516113
	Iteration 42Q: 3 clusters Score -7789677 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7789698.500000 Penalty: 5529.516113
	Iteration 43Q: 3 clusters Score -7789698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67879 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7789714.500000 Penalty: 5529.516113
	Iteration 44Q: 3 clusters Score -7789714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7789722.000000 Penalty: 5529.516113
	Iteration 45Q: 3 clusters Score -7789722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7789721.000000 Penalty: 5529.516113
	Iteration 46Q: 3 clusters Score -7789721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7789738.500000 Penalty: 5529.516113
	Iteration 47Q: 3 clusters Score -7789738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7789763.000000 Penalty: 5529.516113
	Iteration 48Q: 3 clusters Score -7789763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -7789787.500000 Penalty: 5529.516113
	Iteration 49Q: 3 clusters Score -7789788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7789799.000000 Penalty: 5529.516113
	Iteration 50Q: 3 clusters Score -7789799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7789813.000000 Penalty: 5529.516113
	Iteration 51Q: 3 clusters Score -7789813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68116 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7789805.500000 Penalty: 5529.516113
	Iteration 52Q: 3 clusters Score -7789806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7789809.500000 Penalty: 5529.516113
	Iteration 53Q: 3 clusters Score -7789810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7789819.500000 Penalty: 5529.516113
	Iteration 54Q: 3 clusters Score -7789820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68172 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7789838.500000 Penalty: 5529.516113
	Iteration 55Q: 3 clusters Score -7789838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -7789841.000000 Penalty: 5529.516113
	Iteration 56Q: 3 clusters Score -7789841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7789840.500000 Penalty: 5529.516113
	Iteration 57Q: 3 clusters Score -7789840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7789836.500000 Penalty: 5529.516113
	Iteration 58Q: 3 clusters Score -7789836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68211 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7789829.500000 Penalty: 5529.516113
	Iteration 59Q: 3 clusters Score -7789830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7789832.000000 Penalty: 5529.516113
	Iteration 60F: 3 clusters Score -7789832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7789838.000000 Penalty: 5529.516113
	Iteration 61Q: 3 clusters Score -7789838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7789840.500000 Penalty: 5529.516113
	Iteration 62Q: 3 clusters Score -7789840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7789846.500000 Penalty: 5529.516113
	Iteration 63Q: 3 clusters Score -7789846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7789852.500000 Penalty: 5529.516113
	Iteration 64Q: 3 clusters Score -7789852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7789860.500000 Penalty: 5529.516113
	Iteration 65Q: 3 clusters Score -7789860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68277 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7789863.500000 Penalty: 5529.516113
	Iteration 66Q: 3 clusters Score -7789864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7789870.000000 Penalty: 5529.516113
	Iteration 67Q: 3 clusters Score -7789870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7789875.500000 Penalty: 5529.516113
	Iteration 68Q: 3 clusters Score -7789876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7789881.500000 Penalty: 5529.516113
	Iteration 69Q: 3 clusters Score -7789882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68310 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7789887.000000 Penalty: 5529.516113
	Iteration 70Q: 3 clusters Score -7789887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7789893.500000 Penalty: 5529.516113
	Iteration 71Q: 3 clusters Score -7789894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7789893.000000 Penalty: 5529.516113
	Iteration 72Q: 3 clusters Score -7789893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7789892.000000 Penalty: 5529.516113
	Iteration 73Q: 3 clusters Score -7789892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7789888.000000 Penalty: 5529.516113
	Iteration 74Q: 3 clusters Score -7789888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7789886.000000 Penalty: 5529.516113
	Iteration 75Q: 3 clusters Score -7789886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7789885.000000 Penalty: 5529.516113
	Iteration 76Q: 3 clusters Score -7789885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7789887.500000 Penalty: 5529.516113
	Iteration 77Q: 3 clusters Score -7789888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7789885.500000 Penalty: 5529.516113
	Iteration 78Q: 3 clusters Score -7789886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7789890.500000 Penalty: 5529.516113
	Iteration 79Q: 3 clusters Score -7789890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68353 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7789889.500000 Penalty: 5529.516113
	Iteration 80F: 3 clusters Score -7789890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7789891.500000 Penalty: 5529.516113
	Iteration 81Q: 3 clusters Score -7789892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7789902.000000 Penalty: 5529.516113
	Iteration 82Q: 3 clusters Score -7789902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7789906.000000 Penalty: 5529.516113
	Iteration 83Q: 3 clusters Score -7789906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7789901.000000 Penalty: 5529.516113
	Iteration 84Q: 3 clusters Score -7789901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7789897.500000 Penalty: 5529.516113
	Iteration 85Q: 3 clusters Score -7789898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7789893.500000 Penalty: 5529.516113
	Iteration 86Q: 3 clusters Score -7789894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7789898.000000 Penalty: 5529.516113
	Iteration 87Q: 3 clusters Score -7789898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7789900.000000 Penalty: 5529.516113
	Iteration 88Q: 3 clusters Score -7789900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7789900.000000 Penalty: 5529.516113
	Iteration 89F: 3 clusters Score -7789900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -621044.562500 Penalty: 2154.276611
	Iteration 0F: 2 clusters Score -621044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -615965.687500 Penalty: 4308.553223
	Iteration 0F: 3 clusters Score -615965.7 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -617569.937500 Penalty: 4308.553223
	Iteration 1F: 3 clusters Score -617569.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -617981.875000 Penalty: 4308.553223
	Iteration 2F: 3 clusters Score -617981.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -618287.500000 Penalty: 4308.553223
	Iteration 3F: 3 clusters Score -618287.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -618561.437500 Penalty: 4308.553223
	Iteration 4F: 3 clusters Score -618561.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -618812.687500 Penalty: 4308.553223
	Iteration 5F: 3 clusters Score -618812.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -618979.125000 Penalty: 4308.553223
	Iteration 6Q: 3 clusters Score -618979.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -619102.687500 Penalty: 4308.553223
	Iteration 7Q: 3 clusters Score -619102.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -619186.562500 Penalty: 4308.553223
	Iteration 8Q: 3 clusters Score -619186.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -619251.375000 Penalty: 4308.553223
	Iteration 9Q: 3 clusters Score -619251.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -619308.437500 Penalty: 4308.553223
	Iteration 10Q: 3 clusters Score -619308.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -619366.812500 Penalty: 4308.553223
	Iteration 11Q: 3 clusters Score -619366.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -619407.062500 Penalty: 4308.553223
	Iteration 12Q: 3 clusters Score -619407.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -619439.000000 Penalty: 4308.553223
	Iteration 13Q: 3 clusters Score -619439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -619471.687500 Penalty: 4308.553223
	Iteration 14Q: 3 clusters Score -619471.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -619504.125000 Penalty: 4308.553223
	Iteration 15Q: 3 clusters Score -619504.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -619523.750000 Penalty: 4308.553223
	Iteration 16Q: 3 clusters Score -619523.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -619546.875000 Penalty: 4308.553223
	Iteration 17Q: 3 clusters Score -619546.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -619570.250000 Penalty: 4308.553223
	Iteration 18Q: 3 clusters Score -619570.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -619592.687500 Penalty: 4308.553223
	Iteration 19Q: 3 clusters Score -619592.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -619613.375000 Penalty: 4308.553223
	Iteration 20F: 3 clusters Score -619613.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -619641.562500 Penalty: 4308.553223
	Iteration 21Q: 3 clusters Score -619641.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -619664.625000 Penalty: 4308.553223
	Iteration 22Q: 3 clusters Score -619664.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -619679.625000 Penalty: 4308.553223
	Iteration 23Q: 3 clusters Score -619679.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -619705.875000 Penalty: 4308.553223
	Iteration 24Q: 3 clusters Score -619705.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -619726.375000 Penalty: 4308.553223
	Iteration 25Q: 3 clusters Score -619726.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -619746.750000 Penalty: 4308.553223
	Iteration 26Q: 3 clusters Score -619746.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -619770.187500 Penalty: 4308.553223
	Iteration 27Q: 3 clusters Score -619770.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -619789.750000 Penalty: 4308.553223
	Iteration 28Q: 3 clusters Score -619789.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -619811.625000 Penalty: 4308.553223
	Iteration 29Q: 3 clusters Score -619811.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -619823.562500 Penalty: 4308.553223
	Iteration 30Q: 3 clusters Score -619823.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -619836.187500 Penalty: 4308.553223
	Iteration 31Q: 3 clusters Score -619836.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -619853.062500 Penalty: 4308.553223
	Iteration 32Q: 3 clusters Score -619853.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -619868.062500 Penalty: 4308.553223
	Iteration 33Q: 3 clusters Score -619868.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -619880.687500 Penalty: 4308.553223
	Iteration 34Q: 3 clusters Score -619880.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -619889.937500 Penalty: 4308.553223
	Iteration 35Q: 3 clusters Score -619889.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -619898.437500 Penalty: 4308.553223
	Iteration 36Q: 3 clusters Score -619898.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -619902.937500 Penalty: 4308.553223
	Iteration 37Q: 3 clusters Score -619902.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -619907.500000 Penalty: 4308.553223
	Iteration 38Q: 3 clusters Score -619907.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -619914.312500 Penalty: 4308.553223
	Iteration 39Q: 3 clusters Score -619914.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -619925.625000 Penalty: 4308.553223
	Iteration 40F: 3 clusters Score -619925.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -619935.312500 Penalty: 4308.553223
	Iteration 41Q: 3 clusters Score -619935.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -619944.187500 Penalty: 4308.553223
	Iteration 42Q: 3 clusters Score -619944.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -619958.125000 Penalty: 4308.553223
	Iteration 43Q: 3 clusters Score -619958.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -619970.187500 Penalty: 4308.553223
	Iteration 44Q: 3 clusters Score -619970.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -619981.125000 Penalty: 4308.553223
	Iteration 45Q: 3 clusters Score -619981.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -619990.750000 Penalty: 4308.553223
	Iteration 46Q: 3 clusters Score -619990.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -619999.500000 Penalty: 4308.553223
	Iteration 47Q: 3 clusters Score -619999.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -620006.437500 Penalty: 4308.553223
	Iteration 48Q: 3 clusters Score -620006.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -620014.625000 Penalty: 4308.553223
	Iteration 49Q: 3 clusters Score -620014.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -620020.750000 Penalty: 4308.553223
	Iteration 50Q: 3 clusters Score -620020.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -620027.312500 Penalty: 4308.553223
	Iteration 51Q: 3 clusters Score -620027.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -620032.500000 Penalty: 4308.553223
	Iteration 52Q: 3 clusters Score -620032.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -620042.125000 Penalty: 4308.553223
	Iteration 53Q: 3 clusters Score -620042.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -620048.500000 Penalty: 4308.553223
	Iteration 54Q: 3 clusters Score -620048.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -620058.125000 Penalty: 4308.553223
	Iteration 55Q: 3 clusters Score -620058.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -620068.312500 Penalty: 4308.553223
	Iteration 56Q: 3 clusters Score -620068.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -620076.562500 Penalty: 4308.553223
	Iteration 57Q: 3 clusters Score -620076.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -620085.437500 Penalty: 4308.553223
	Iteration 58Q: 3 clusters Score -620085.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -620090.187500 Penalty: 4308.553223
	Iteration 59Q: 3 clusters Score -620090.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -620095.812500 Penalty: 4308.553223
	Iteration 60F: 3 clusters Score -620095.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -620099.500000 Penalty: 4308.553223
	Iteration 61Q: 3 clusters Score -620099.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -620104.562500 Penalty: 4308.553223
	Iteration 62Q: 3 clusters Score -620104.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -620113.562500 Penalty: 4308.553223
	Iteration 63Q: 3 clusters Score -620113.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -620118.625000 Penalty: 4308.553223
	Iteration 64Q: 3 clusters Score -620118.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -620120.437500 Penalty: 4308.553223
	Iteration 65Q: 3 clusters Score -620120.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -620125.062500 Penalty: 4308.553223
	Iteration 66Q: 3 clusters Score -620125.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -620130.562500 Penalty: 4308.553223
	Iteration 67Q: 3 clusters Score -620130.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -620133.562500 Penalty: 4308.553223
	Iteration 68Q: 3 clusters Score -620133.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -620135.125000 Penalty: 4308.553223
	Iteration 69Q: 3 clusters Score -620135.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -620138.125000 Penalty: 4308.553223
	Iteration 70Q: 3 clusters Score -620138.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -620138.437500 Penalty: 4308.553223
	Iteration 71Q: 3 clusters Score -620138.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -620142.375000 Penalty: 4308.553223
	Iteration 72Q: 3 clusters Score -620142.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -620142.937500 Penalty: 4308.553223
	Iteration 73Q: 3 clusters Score -620142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -620144.187500 Penalty: 4308.553223
	Iteration 74Q: 3 clusters Score -620144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -620146.625000 Penalty: 4308.553223
	Iteration 75Q: 3 clusters Score -620146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -620148.000000 Penalty: 4308.553223
	Iteration 76Q: 3 clusters Score -620148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -620150.437500 Penalty: 4308.553223
	Iteration 77Q: 3 clusters Score -620150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -620150.125000 Penalty: 4308.553223
	Iteration 78Q: 3 clusters Score -620150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -620148.812500 Penalty: 4308.553223
	Iteration 79Q: 3 clusters Score -620148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -620151.562500 Penalty: 4308.553223
	Iteration 80F: 3 clusters Score -620151.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -60864.640625 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -60864.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59486.238281 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -59486.24 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59678.179688 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -59678.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59873.964844 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -59873.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59967.687500 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -59967.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60027.273438 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -60027.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60059.312500 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -60059.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60069.632812 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -60069.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60085.371094 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -60085.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60085.371094 Penalty: 2986.427490
	Iteration 8F: 3 clusters Score -60085.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (19393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Entering Unmasked Estep 
Score: -2448331.750000 Penalty: 2448.421387
	Iteration 0F: 2 clusters Score -2448332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2434714.000000 Penalty: 4896.842773
	Iteration 0F: 3 clusters Score -2434714 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2439118.750000 Penalty: 4896.842773
	Iteration 1F: 3 clusters Score -2439119 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2439471.000000 Penalty: 4896.842773
	Iteration 2F: 3 clusters Score -2439471 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2439754.500000 Penalty: 4896.842773
	Iteration 3Q: 3 clusters Score -2439754 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2439977.750000 Penalty: 4896.842773
	Iteration 4Q: 3 clusters Score -2439978 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2440132.250000 Penalty: 4896.842773
	Iteration 5Q: 3 clusters Score -2440132 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2440251.750000 Penalty: 4896.842773
	Iteration 6Q: 3 clusters Score -2440252 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2440358.250000 Penalty: 4896.842773
	Iteration 7Q: 3 clusters Score -2440358 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2440461.750000 Penalty: 4896.842773
	Iteration 8Q: 3 clusters Score -2440462 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2440613.750000 Penalty: 4896.842773
	Iteration 9Q: 3 clusters Score -2440614 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2440757.250000 Penalty: 4896.842773
	Iteration 10Q: 3 clusters Score -2440757 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2440903.750000 Penalty: 4896.842773
	Iteration 11Q: 3 clusters Score -2440904 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2441072.000000 Penalty: 4896.842773
	Iteration 12Q: 3 clusters Score -2441072 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2441292.750000 Penalty: 4896.842773
	Iteration 13Q: 3 clusters Score -2441293 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2441544.750000 Penalty: 4896.842773
	Iteration 14Q: 3 clusters Score -2441545 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2441879.250000 Penalty: 4896.842773
	Iteration 15Q: 3 clusters Score -2441879 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2442274.500000 Penalty: 4896.842773
	Iteration 16Q: 3 clusters Score -2442274 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2442710.500000 Penalty: 4896.842773
	Iteration 17Q: 3 clusters Score -2442710 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2443202.750000 Penalty: 4896.842773
	Iteration 18Q: 3 clusters Score -2443203 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2443762.500000 Penalty: 4896.842773
	Iteration 19Q: 3 clusters Score -2443762 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2444330.750000 Penalty: 4896.842773
	Iteration 20F: 3 clusters Score -2444331 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2444879.750000 Penalty: 4896.842773
	Iteration 21Q: 3 clusters Score -2444880 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2445277.750000 Penalty: 4896.842773
	Iteration 22Q: 3 clusters Score -2445278 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2445576.500000 Penalty: 4896.842773
	Iteration 23Q: 3 clusters Score -2445576 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2445794.000000 Penalty: 4896.842773
	Iteration 24Q: 3 clusters Score -2445794 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2445956.000000 Penalty: 4896.842773
	Iteration 25Q: 3 clusters Score -2445956 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2446027.000000 Penalty: 4896.842773
	Iteration 26Q: 3 clusters Score -2446027 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2446096.750000 Penalty: 4896.842773
	Iteration 27Q: 3 clusters Score -2446097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2446136.000000 Penalty: 4896.842773
	Iteration 28Q: 3 clusters Score -2446136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2446156.500000 Penalty: 4896.842773
	Iteration 29Q: 3 clusters Score -2446156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2446170.250000 Penalty: 4896.842773
	Iteration 30Q: 3 clusters Score -2446170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2446182.000000 Penalty: 4896.842773
	Iteration 31Q: 3 clusters Score -2446182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2446181.250000 Penalty: 4896.842773
	Iteration 32Q: 3 clusters Score -2446181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2446184.250000 Penalty: 4896.842773
	Iteration 33Q: 3 clusters Score -2446184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2446185.750000 Penalty: 4896.842773
	Iteration 34Q: 3 clusters Score -2446186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2446188.000000 Penalty: 4896.842773
	Iteration 35Q: 3 clusters Score -2446188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2446196.500000 Penalty: 4896.842773
	Iteration 36Q: 3 clusters Score -2446196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2446197.750000 Penalty: 4896.842773
	Iteration 37Q: 3 clusters Score -2446198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2446204.250000 Penalty: 4896.842773
	Iteration 38Q: 3 clusters Score -2446204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2446207.000000 Penalty: 4896.842773
	Iteration 39Q: 3 clusters Score -2446207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2446207.500000 Penalty: 4896.842773
	Iteration 40F: 3 clusters Score -2446208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2446210.250000 Penalty: 4896.842773
	Iteration 41Q: 3 clusters Score -2446210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2446216.750000 Penalty: 4896.842773
	Iteration 42Q: 3 clusters Score -2446217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2446216.750000 Penalty: 4896.842773
	Iteration 43Q: 3 clusters Score -2446217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2446217.000000 Penalty: 4896.842773
	Iteration 44Q: 3 clusters Score -2446217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2446217.750000 Penalty: 4896.842773
	Iteration 45Q: 3 clusters Score -2446218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2446217.750000 Penalty: 4896.842773
	Iteration 46F: 3 clusters Score -2446218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -391336.593750 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -391336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -387962.500000 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -387962.5 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -388598.500000 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -388598.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -388766.500000 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -388766.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -388878.343750 Penalty: 3993.307129
	Iteration 3F: 3 clusters Score -388878.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -388937.968750 Penalty: 3993.307129
	Iteration 4Q: 3 clusters Score -388938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -388979.031250 Penalty: 3993.307129
	Iteration 5Q: 3 clusters Score -388979 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -389016.218750 Penalty: 3993.307129
	Iteration 6Q: 3 clusters Score -389016.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -389044.718750 Penalty: 3993.307129
	Iteration 7Q: 3 clusters Score -389044.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -389066.812500 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -389066.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -389091.593750 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -389091.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -389116.031250 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -389116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -389133.343750 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -389133.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -389147.187500 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -389147.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -389162.531250 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -389162.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -389175.343750 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -389175.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -389189.843750 Penalty: 3993.307129
	Iteration 15Q: 3 clusters Score -389189.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -389203.000000 Penalty: 3993.307129
	Iteration 16Q: 3 clusters Score -389203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -389210.093750 Penalty: 3993.307129
	Iteration 17Q: 3 clusters Score -389210.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -389212.187500 Penalty: 3993.307129
	Iteration 18Q: 3 clusters Score -389212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -389214.968750 Penalty: 3993.307129
	Iteration 19Q: 3 clusters Score -389215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -389216.156250 Penalty: 3993.307129
	Iteration 20F: 3 clusters Score -389216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -389216.687500 Penalty: 3993.307129
	Iteration 21Q: 3 clusters Score -389216.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -389217.281250 Penalty: 3993.307129
	Iteration 22Q: 3 clusters Score -389217.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -389219.093750 Penalty: 3993.307129
	Iteration 23Q: 3 clusters Score -389219.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -389219.312500 Penalty: 3993.307129
	Iteration 24Q: 3 clusters Score -389219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -389218.812500 Penalty: 3993.307129
	Iteration 25Q: 3 clusters Score -389218.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -389218.812500 Penalty: 3993.307129
	Iteration 26F: 3 clusters Score -389218.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -500519.218750 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -500519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -496442.718750 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -496442.7 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -497529.312500 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -497529.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -497880.312500 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -497880.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -498240.125000 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -498240.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -498577.187500 Penalty: 4147.986328
	Iteration 4F: 3 clusters Score -498577.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -498940.437500 Penalty: 4147.986328
	Iteration 5F: 3 clusters Score -498940.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -499269.843750 Penalty: 4147.986328
	Iteration 6F: 3 clusters Score -499269.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -499567.406250 Penalty: 4147.986328
	Iteration 7F: 3 clusters Score -499567.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -499834.812500 Penalty: 4147.986328
	Iteration 8Q: 3 clusters Score -499834.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -500098.375000 Penalty: 4147.986328
	Iteration 9Q: 3 clusters Score -500098.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -500327.750000 Penalty: 4147.986328
	Iteration 10Q: 3 clusters Score -500327.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -500635.968750 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -500636 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -500931.906250 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -500931.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -501111.000000 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -501111 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -501243.156250 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -501243.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -501316.062500 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -501316.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -501363.781250 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -501363.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -501383.656250 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -501383.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -501394.437500 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -501394.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -501398.281250 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -501398.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -501399.656250 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -501399.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -501401.531250 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -501401.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -501404.031250 Penalty: 4147.986328
	Iteration 22Q: 3 clusters Score -501404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -501405.781250 Penalty: 4147.986328
	Iteration 23Q: 3 clusters Score -501405.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -501405.781250 Penalty: 4147.986328
	Iteration 24F: 3 clusters Score -501405.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 2481 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 1804 members 
Entering Unmasked Estep 
Score: -154542976.000000 Penalty: 293480.187500
Splitting cluster 45 changes total score from -154543520.000000 to -154542976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -32322.693359 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -32322.69 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 246 members 
Entering Unmasked Estep 
Score: -31028.308594 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -31028.31 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31359.466797 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -31359.47 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31586.654297 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -31586.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31794.335938 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -31794.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -31916.601562 Penalty: 3077.460693
	Iteration 4F: 3 clusters Score -31916.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32028.107422 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -32028.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -32040.376953 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -32040.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -32044.115234 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -32044.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -32046.910156 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -32046.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -32046.910156 Penalty: 3077.460693
	Iteration 9F: 3 clusters Score -32046.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -433885.875000 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -433885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -430154.812500 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -430154.8 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -431007.187500 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -431007.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -431309.625000 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -431309.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -431646.468750 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -431646.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -432048.906250 Penalty: 4076.785645
	Iteration 4F: 3 clusters Score -432048.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -432416.843750 Penalty: 4076.785645
	Iteration 5F: 3 clusters Score -432416.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -432678.312500 Penalty: 4076.785645
	Iteration 6F: 3 clusters Score -432678.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -432836.656250 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -432836.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -432945.906250 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -432945.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -433049.062500 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -433049.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -433128.500000 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -433128.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -433187.062500 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -433187.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -433222.250000 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -433222.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -433249.000000 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -433249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -433268.375000 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -433268.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -433277.875000 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -433277.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -433281.593750 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -433281.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -433283.031250 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -433283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -433284.625000 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -433284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -433285.000000 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -433285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -433286.093750 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -433286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -433286.593750 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -433286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -433286.593750 Penalty: 4076.785645
	Iteration 22F: 3 clusters Score -433286.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -1999647.875000 Penalty: 2411.967529
	Iteration 0F: 2 clusters Score -1999648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1987708.625000 Penalty: 4823.935059
	Iteration 0F: 3 clusters Score -1987709 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1991592.750000 Penalty: 4823.935059
	Iteration 1F: 3 clusters Score -1991593 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1992092.625000 Penalty: 4823.935059
	Iteration 2F: 3 clusters Score -1992093 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1992724.375000 Penalty: 4823.935059
	Iteration 3F: 3 clusters Score -1992724 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1993481.875000 Penalty: 4823.935059
	Iteration 4F: 3 clusters Score -1993482 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1994333.500000 Penalty: 4823.935059
	Iteration 5F: 3 clusters Score -1994334 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1995266.750000 Penalty: 4823.935059
	Iteration 6F: 3 clusters Score -1995267 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1996096.875000 Penalty: 4823.935059
	Iteration 7F: 3 clusters Score -1996097 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1996718.250000 Penalty: 4823.935059
	Iteration 8F: 3 clusters Score -1996718 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1997070.250000 Penalty: 4823.935059
	Iteration 9Q: 3 clusters Score -1997070 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1997266.250000 Penalty: 4823.935059
	Iteration 10Q: 3 clusters Score -1997266 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1997402.000000 Penalty: 4823.935059
	Iteration 11Q: 3 clusters Score -1997402 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1997520.500000 Penalty: 4823.935059
	Iteration 12Q: 3 clusters Score -1997520 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1997620.625000 Penalty: 4823.935059
	Iteration 13Q: 3 clusters Score -1997621 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1997697.000000 Penalty: 4823.935059
	Iteration 14Q: 3 clusters Score -1997697 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1997736.500000 Penalty: 4823.935059
	Iteration 15Q: 3 clusters Score -1997736 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1997766.125000 Penalty: 4823.935059
	Iteration 16Q: 3 clusters Score -1997766 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1997790.000000 Penalty: 4823.935059
	Iteration 17Q: 3 clusters Score -1997790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1997808.000000 Penalty: 4823.935059
	Iteration 18Q: 3 clusters Score -1997808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1997816.750000 Penalty: 4823.935059
	Iteration 19Q: 3 clusters Score -1997817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1997822.625000 Penalty: 4823.935059
	Iteration 20F: 3 clusters Score -1997823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1997829.250000 Penalty: 4823.935059
	Iteration 21Q: 3 clusters Score -1997829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1997840.125000 Penalty: 4823.935059
	Iteration 22Q: 3 clusters Score -1997840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1997843.125000 Penalty: 4823.935059
	Iteration 23Q: 3 clusters Score -1997843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1997841.625000 Penalty: 4823.935059
	Iteration 24Q: 3 clusters Score -1997842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1997852.000000 Penalty: 4823.935059
	Iteration 25Q: 3 clusters Score -1997852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1997853.500000 Penalty: 4823.935059
	Iteration 26Q: 3 clusters Score -1997854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1997859.875000 Penalty: 4823.935059
	Iteration 27Q: 3 clusters Score -1997860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1997863.125000 Penalty: 4823.935059
	Iteration 28Q: 3 clusters Score -1997863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1997862.875000 Penalty: 4823.935059
	Iteration 29Q: 3 clusters Score -1997863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1997864.750000 Penalty: 4823.935059
	Iteration 30Q: 3 clusters Score -1997865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1997862.250000 Penalty: 4823.935059
	Iteration 31Q: 3 clusters Score -1997862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1997862.500000 Penalty: 4823.935059
	Iteration 32Q: 3 clusters Score -1997862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1997859.875000 Penalty: 4823.935059
	Iteration 33Q: 3 clusters Score -1997860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1997861.500000 Penalty: 4823.935059
	Iteration 34Q: 3 clusters Score -1997862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1997861.250000 Penalty: 4823.935059
	Iteration 35Q: 3 clusters Score -1997861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1997866.750000 Penalty: 4823.935059
	Iteration 36Q: 3 clusters Score -1997867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1997866.250000 Penalty: 4823.935059
	Iteration 37Q: 3 clusters Score -1997866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1997868.625000 Penalty: 4823.935059
	Iteration 38Q: 3 clusters Score -1997869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1997868.500000 Penalty: 4823.935059
	Iteration 39Q: 3 clusters Score -1997868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1997868.750000 Penalty: 4823.935059
	Iteration 40F: 3 clusters Score -1997869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1997866.500000 Penalty: 4823.935059
	Iteration 41Q: 3 clusters Score -1997866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1997866.500000 Penalty: 4823.935059
	Iteration 42F: 3 clusters Score -1997866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -369002.187500 Penalty: 1994.987793
	Iteration 0F: 2 clusters Score -369002.2 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 1599 members 
Entering Unmasked Estep 
Score: -365668.562500 Penalty: 3989.975586
	Iteration 0F: 3 clusters Score -365668.6 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -366348.500000 Penalty: 3989.975586
	Iteration 1F: 3 clusters Score -366348.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -366536.437500 Penalty: 3989.975586
	Iteration 2F: 3 clusters Score -366536.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -366635.156250 Penalty: 3989.975586
	Iteration 3Q: 3 clusters Score -366635.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -366728.875000 Penalty: 3989.975586
	Iteration 4Q: 3 clusters Score -366728.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -366806.250000 Penalty: 3989.975586
	Iteration 5Q: 3 clusters Score -366806.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -366871.187500 Penalty: 3989.975586
	Iteration 6Q: 3 clusters Score -366871.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -366936.406250 Penalty: 3989.975586
	Iteration 7Q: 3 clusters Score -366936.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -366992.750000 Penalty: 3989.975586
	Iteration 8Q: 3 clusters Score -366992.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -367067.500000 Penalty: 3989.975586
	Iteration 9Q: 3 clusters Score -367067.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -367144.156250 Penalty: 3989.975586
	Iteration 10Q: 3 clusters Score -367144.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -367202.093750 Penalty: 3989.975586
	Iteration 11Q: 3 clusters Score -367202.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -367238.187500 Penalty: 3989.975586
	Iteration 12Q: 3 clusters Score -367238.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -367263.500000 Penalty: 3989.975586
	Iteration 13Q: 3 clusters Score -367263.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -367286.281250 Penalty: 3989.975586
	Iteration 14Q: 3 clusters Score -367286.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -367303.125000 Penalty: 3989.975586
	Iteration 15Q: 3 clusters Score -367303.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -367317.875000 Penalty: 3989.975586
	Iteration 16Q: 3 clusters Score -367317.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -367327.968750 Penalty: 3989.975586
	Iteration 17Q: 3 clusters Score -367328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -367342.000000 Penalty: 3989.975586
	Iteration 18Q: 3 clusters Score -367342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -367353.312500 Penalty: 3989.975586
	Iteration 19Q: 3 clusters Score -367353.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -367360.750000 Penalty: 3989.975586
	Iteration 20F: 3 clusters Score -367360.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -367369.281250 Penalty: 3989.975586
	Iteration 21Q: 3 clusters Score -367369.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -367378.250000 Penalty: 3989.975586
	Iteration 22Q: 3 clusters Score -367378.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -367384.687500 Penalty: 3989.975586
	Iteration 23Q: 3 clusters Score -367384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -367387.187500 Penalty: 3989.975586
	Iteration 24Q: 3 clusters Score -367387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -367389.906250 Penalty: 3989.975586
	Iteration 25Q: 3 clusters Score -367389.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -367392.218750 Penalty: 3989.975586
	Iteration 26Q: 3 clusters Score -367392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -367393.281250 Penalty: 3989.975586
	Iteration 27Q: 3 clusters Score -367393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -367396.031250 Penalty: 3989.975586
	Iteration 28Q: 3 clusters Score -367396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -367397.343750 Penalty: 3989.975586
	Iteration 29Q: 3 clusters Score -367397.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -367399.843750 Penalty: 3989.975586
	Iteration 30Q: 3 clusters Score -367399.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -367404.156250 Penalty: 3989.975586
	Iteration 31Q: 3 clusters Score -367404.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -367408.968750 Penalty: 3989.975586
	Iteration 32Q: 3 clusters Score -367409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -367412.843750 Penalty: 3989.975586
	Iteration 33Q: 3 clusters Score -367412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -367414.500000 Penalty: 3989.975586
	Iteration 34Q: 3 clusters Score -367414.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -367416.843750 Penalty: 3989.975586
	Iteration 35Q: 3 clusters Score -367416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -367417.656250 Penalty: 3989.975586
	Iteration 36Q: 3 clusters Score -367417.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -367419.000000 Penalty: 3989.975586
	Iteration 37Q: 3 clusters Score -367419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -367420.906250 Penalty: 3989.975586
	Iteration 38Q: 3 clusters Score -367420.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -367421.781250 Penalty: 3989.975586
	Iteration 39Q: 3 clusters Score -367421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -367421.781250 Penalty: 3989.975586
	Iteration 40F: 3 clusters Score -367421.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -75109.171875 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -75109.17 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 370 members 
Entering Unmasked Estep 
Score: -73427.023438 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -73427.02 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73658.375000 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -73658.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73743.000000 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -73743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73775.562500 Penalty: 3257.766602
	Iteration 3Q: 3 clusters Score -73775.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73804.320312 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -73804.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73825.851562 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -73825.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73832.218750 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -73832.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73838.632812 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -73838.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73840.703125 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -73840.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73842.726562 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -73842.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73848.343750 Penalty: 3257.766602
	Iteration 10Q: 3 clusters Score -73848.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73851.726562 Penalty: 3257.766602
	Iteration 11Q: 3 clusters Score -73851.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -73858.171875 Penalty: 3257.766602
	Iteration 12Q: 3 clusters Score -73858.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73862.796875 Penalty: 3257.766602
	Iteration 13Q: 3 clusters Score -73862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73865.656250 Penalty: 3257.766602
	Iteration 14Q: 3 clusters Score -73865.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -73867.351562 Penalty: 3257.766602
	Iteration 15Q: 3 clusters Score -73867.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -73868.937500 Penalty: 3257.766602
	Iteration 16Q: 3 clusters Score -73868.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -73868.937500 Penalty: 3257.766602
	Iteration 17F: 3 clusters Score -73868.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -241321.000000 Penalty: 1829.529175
	Iteration 0F: 2 clusters Score -241321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -238956.140625 Penalty: 3659.058350
	Iteration 0F: 3 clusters Score -238956.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -239503.015625 Penalty: 3659.058350
	Iteration 1F: 3 clusters Score -239503 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -239736.031250 Penalty: 3659.058350
	Iteration 2F: 3 clusters Score -239736 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -239905.531250 Penalty: 3659.058350
	Iteration 3F: 3 clusters Score -239905.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -240057.718750 Penalty: 3659.058350
	Iteration 4Q: 3 clusters Score -240057.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -240143.406250 Penalty: 3659.058350
	Iteration 5Q: 3 clusters Score -240143.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -240192.750000 Penalty: 3659.058350
	Iteration 6Q: 3 clusters Score -240192.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -240259.453125 Penalty: 3659.058350
	Iteration 7Q: 3 clusters Score -240259.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -240358.281250 Penalty: 3659.058350
	Iteration 8Q: 3 clusters Score -240358.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -240394.015625 Penalty: 3659.058350
	Iteration 9Q: 3 clusters Score -240394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -240418.921875 Penalty: 3659.058350
	Iteration 10Q: 3 clusters Score -240418.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -240435.625000 Penalty: 3659.058350
	Iteration 11Q: 3 clusters Score -240435.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -240445.984375 Penalty: 3659.058350
	Iteration 12Q: 3 clusters Score -240446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -240453.906250 Penalty: 3659.058350
	Iteration 13Q: 3 clusters Score -240453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -240456.531250 Penalty: 3659.058350
	Iteration 14Q: 3 clusters Score -240456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -240459.906250 Penalty: 3659.058350
	Iteration 15Q: 3 clusters Score -240459.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -240462.609375 Penalty: 3659.058350
	Iteration 16Q: 3 clusters Score -240462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -240464.203125 Penalty: 3659.058350
	Iteration 17Q: 3 clusters Score -240464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -240465.968750 Penalty: 3659.058350
	Iteration 18Q: 3 clusters Score -240466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -240465.968750 Penalty: 3659.058350
	Iteration 19F: 3 clusters Score -240466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -180523.937500 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -180523.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -178231.265625 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -178231.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -178614.046875 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -178614 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -178722.437500 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -178722.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -178773.015625 Penalty: 3629.337402
	Iteration 3Q: 3 clusters Score -178773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -178805.375000 Penalty: 3629.337402
	Iteration 4Q: 3 clusters Score -178805.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -178829.468750 Penalty: 3629.337402
	Iteration 5Q: 3 clusters Score -178829.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -178849.093750 Penalty: 3629.337402
	Iteration 6Q: 3 clusters Score -178849.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -178860.375000 Penalty: 3629.337402
	Iteration 7Q: 3 clusters Score -178860.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -178873.390625 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -178873.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -178886.500000 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -178886.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -178896.843750 Penalty: 3629.337402
	Iteration 10Q: 3 clusters Score -178896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -178901.031250 Penalty: 3629.337402
	Iteration 11Q: 3 clusters Score -178901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -178905.218750 Penalty: 3629.337402
	Iteration 12Q: 3 clusters Score -178905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -178910.609375 Penalty: 3629.337402
	Iteration 13Q: 3 clusters Score -178910.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -178915.140625 Penalty: 3629.337402
	Iteration 14Q: 3 clusters Score -178915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -178922.281250 Penalty: 3629.337402
	Iteration 15Q: 3 clusters Score -178922.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -178928.031250 Penalty: 3629.337402
	Iteration 16Q: 3 clusters Score -178928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -178931.312500 Penalty: 3629.337402
	Iteration 17Q: 3 clusters Score -178931.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -178932.812500 Penalty: 3629.337402
	Iteration 18Q: 3 clusters Score -178932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -178937.015625 Penalty: 3629.337402
	Iteration 19Q: 3 clusters Score -178937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -178942.468750 Penalty: 3629.337402
	Iteration 20F: 3 clusters Score -178942.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -178950.890625 Penalty: 3629.337402
	Iteration 21Q: 3 clusters Score -178950.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -178952.656250 Penalty: 3629.337402
	Iteration 22Q: 3 clusters Score -178952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -178954.140625 Penalty: 3629.337402
	Iteration 23Q: 3 clusters Score -178954.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -178958.062500 Penalty: 3629.337402
	Iteration 24Q: 3 clusters Score -178958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -178958.593750 Penalty: 3629.337402
	Iteration 25Q: 3 clusters Score -178958.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -178959.984375 Penalty: 3629.337402
	Iteration 26Q: 3 clusters Score -178960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -178961.078125 Penalty: 3629.337402
	Iteration 27Q: 3 clusters Score -178961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -178962.843750 Penalty: 3629.337402
	Iteration 28Q: 3 clusters Score -178962.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -178962.843750 Penalty: 3629.337402
	Iteration 29F: 3 clusters Score -178962.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -259135.578125 Penalty: 1909.336182
	Iteration 0F: 2 clusters Score -259135.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -256365.625000 Penalty: 3818.672363
	Iteration 0F: 3 clusters Score -256365.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -256938.015625 Penalty: 3818.672363
	Iteration 1F: 3 clusters Score -256938 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -257103.296875 Penalty: 3818.672363
	Iteration 2F: 3 clusters Score -257103.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -257193.656250 Penalty: 3818.672363
	Iteration 3F: 3 clusters Score -257193.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -257252.453125 Penalty: 3818.672363
	Iteration 4Q: 3 clusters Score -257252.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -257298.625000 Penalty: 3818.672363
	Iteration 5Q: 3 clusters Score -257298.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -257341.171875 Penalty: 3818.672363
	Iteration 6Q: 3 clusters Score -257341.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -257379.640625 Penalty: 3818.672363
	Iteration 7Q: 3 clusters Score -257379.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -257407.875000 Penalty: 3818.672363
	Iteration 8Q: 3 clusters Score -257407.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -257441.406250 Penalty: 3818.672363
	Iteration 9Q: 3 clusters Score -257441.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -257466.843750 Penalty: 3818.672363
	Iteration 10Q: 3 clusters Score -257466.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -257490.953125 Penalty: 3818.672363
	Iteration 11Q: 3 clusters Score -257491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -257526.140625 Penalty: 3818.672363
	Iteration 12Q: 3 clusters Score -257526.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -257565.687500 Penalty: 3818.672363
	Iteration 13Q: 3 clusters Score -257565.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -257603.796875 Penalty: 3818.672363
	Iteration 14Q: 3 clusters Score -257603.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -257647.265625 Penalty: 3818.672363
	Iteration 15Q: 3 clusters Score -257647.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -257673.656250 Penalty: 3818.672363
	Iteration 16Q: 3 clusters Score -257673.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -257700.484375 Penalty: 3818.672363
	Iteration 17Q: 3 clusters Score -257700.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -257728.281250 Penalty: 3818.672363
	Iteration 18Q: 3 clusters Score -257728.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -257757.484375 Penalty: 3818.672363
	Iteration 19Q: 3 clusters Score -257757.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -257784.468750 Penalty: 3818.672363
	Iteration 20F: 3 clusters Score -257784.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -257798.593750 Penalty: 3818.672363
	Iteration 21Q: 3 clusters Score -257798.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -257811.953125 Penalty: 3818.672363
	Iteration 22Q: 3 clusters Score -257812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -257829.593750 Penalty: 3818.672363
	Iteration 23Q: 3 clusters Score -257829.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -257843.859375 Penalty: 3818.672363
	Iteration 24Q: 3 clusters Score -257843.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -257851.109375 Penalty: 3818.672363
	Iteration 25Q: 3 clusters Score -257851.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -257855.781250 Penalty: 3818.672363
	Iteration 26Q: 3 clusters Score -257855.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -257861.984375 Penalty: 3818.672363
	Iteration 27Q: 3 clusters Score -257862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -257869.937500 Penalty: 3818.672363
	Iteration 28Q: 3 clusters Score -257869.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -257873.421875 Penalty: 3818.672363
	Iteration 29Q: 3 clusters Score -257873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -257877.062500 Penalty: 3818.672363
	Iteration 30Q: 3 clusters Score -257877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -257878.453125 Penalty: 3818.672363
	Iteration 31Q: 3 clusters Score -257878.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -257879.156250 Penalty: 3818.672363
	Iteration 32Q: 3 clusters Score -257879.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -257879.156250 Penalty: 3818.672363
	Iteration 33F: 3 clusters Score -257879.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (91322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Entering Unmasked Estep 
Score: -11132433.000000 Penalty: 2832.692383
	Iteration 0F: 2 clusters Score -1.113243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -11071261.000000 Penalty: 5665.384766
	Iteration 0F: 3 clusters Score -1.107126e+07 nChanged 43003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -11095768.000000 Penalty: 5665.384766
	Iteration 1F: 3 clusters Score -1.109577e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -11096827.000000 Penalty: 5665.384766
	Iteration 2Q: 3 clusters Score -1.109683e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -11098206.000000 Penalty: 5665.384766
	Iteration 3Q: 3 clusters Score -1.109821e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -11100048.000000 Penalty: 5665.384766
	Iteration 4Q: 3 clusters Score -1.110005e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -11102565.000000 Penalty: 5665.384766
	Iteration 5F: 3 clusters Score -1.110256e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -11105485.000000 Penalty: 5665.384766
	Iteration 6F: 3 clusters Score -1.110548e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -11108561.000000 Penalty: 5665.384766
	Iteration 7F: 3 clusters Score -1.110856e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63660 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -11111280.000000 Penalty: 5665.384766
	Iteration 8F: 3 clusters Score -1.111128e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67476 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -11113676.000000 Penalty: 5665.384766
	Iteration 9F: 3 clusters Score -1.111368e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71121 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -11115765.000000 Penalty: 5665.384766
	Iteration 10Q: 3 clusters Score -1.111576e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -11117842.000000 Penalty: 5665.384766
	Iteration 11Q: 3 clusters Score -1.111784e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78212 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -11120058.000000 Penalty: 5665.384766
	Iteration 12Q: 3 clusters Score -1.112006e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -11122427.000000 Penalty: 5665.384766
	Iteration 13Q: 3 clusters Score -1.112243e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84662 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -11124854.000000 Penalty: 5665.384766
	Iteration 14Q: 3 clusters Score -1.112485e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -11126739.000000 Penalty: 5665.384766
	Iteration 15Q: 3 clusters Score -1.112674e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -11128042.000000 Penalty: 5665.384766
	Iteration 16Q: 3 clusters Score -1.112804e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89680 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -11128887.000000 Penalty: 5665.384766
	Iteration 17Q: 3 clusters Score -1.112889e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11129262.000000 Penalty: 5665.384766
	Iteration 18Q: 3 clusters Score -1.112926e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90381 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11129475.000000 Penalty: 5665.384766
	Iteration 19Q: 3 clusters Score -1.112948e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90504 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -11129662.000000 Penalty: 5665.384766
	Iteration 20F: 3 clusters Score -1.112966e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90645 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11129811.000000 Penalty: 5665.384766
	Iteration 21Q: 3 clusters Score -1.112981e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90730 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11129883.000000 Penalty: 5665.384766
	Iteration 22Q: 3 clusters Score -1.112988e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90791 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11129940.000000 Penalty: 5665.384766
	Iteration 23Q: 3 clusters Score -1.112994e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -11129961.000000 Penalty: 5665.384766
	Iteration 24Q: 3 clusters Score -1.112996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11129982.000000 Penalty: 5665.384766
	Iteration 25Q: 3 clusters Score -1.112998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90852 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11129993.000000 Penalty: 5665.384766
	Iteration 26Q: 3 clusters Score -1.112999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90864 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11130009.000000 Penalty: 5665.384766
	Iteration 27Q: 3 clusters Score -1.113001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90876 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11130005.000000 Penalty: 5665.384766
	Iteration 28Q: 3 clusters Score -1.113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90883 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11130012.000000 Penalty: 5665.384766
	Iteration 29Q: 3 clusters Score -1.113001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11130037.000000 Penalty: 5665.384766
	Iteration 30Q: 3 clusters Score -1.113004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90898 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -11130031.000000 Penalty: 5665.384766
	Iteration 31Q: 3 clusters Score -1.113003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90899 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11130037.000000 Penalty: 5665.384766
	Iteration 32Q: 3 clusters Score -1.113004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90903 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11130058.000000 Penalty: 5665.384766
	Iteration 33Q: 3 clusters Score -1.113006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11130054.000000 Penalty: 5665.384766
	Iteration 34Q: 3 clusters Score -1.113005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11130065.000000 Penalty: 5665.384766
	Iteration 35Q: 3 clusters Score -1.113006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11130065.000000 Penalty: 5665.384766
	Iteration 36F: 3 clusters Score -1.113006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -428868.937500 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -428868.9 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 1868 members 
Entering Unmasked Estep 
Score: -425124.312500 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -425124.3 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -425920.843750 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -425920.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -426116.875000 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -426116.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -426237.406250 Penalty: 4071.006348
	Iteration 3F: 3 clusters Score -426237.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -426320.468750 Penalty: 4071.006348
	Iteration 4Q: 3 clusters Score -426320.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -426385.437500 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -426385.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -426433.906250 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -426433.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -426475.125000 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -426475.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -426510.218750 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -426510.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -426540.187500 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -426540.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -426561.531250 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -426561.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -426576.093750 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -426576.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -426588.406250 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -426588.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -426603.062500 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -426603.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -426619.187500 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -426619.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -426640.375000 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -426640.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -426661.718750 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -426661.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -426680.406250 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -426680.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -426705.968750 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -426706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -426744.218750 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -426744.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -426788.843750 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -426788.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -426836.531250 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -426836.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -426878.000000 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -426878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -426922.500000 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -426922.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -426954.468750 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -426954.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -426982.656250 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -426982.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -427007.500000 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -427007.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -427035.250000 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -427035.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -427056.531250 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -427056.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -427069.312500 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -427069.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -427077.968750 Penalty: 4071.006348
	Iteration 30Q: 3 clusters Score -427078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -427088.062500 Penalty: 4071.006348
	Iteration 31Q: 3 clusters Score -427088.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -427095.031250 Penalty: 4071.006348
	Iteration 32Q: 3 clusters Score -427095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -427100.500000 Penalty: 4071.006348
	Iteration 33Q: 3 clusters Score -427100.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -427104.656250 Penalty: 4071.006348
	Iteration 34Q: 3 clusters Score -427104.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -427107.906250 Penalty: 4071.006348
	Iteration 35Q: 3 clusters Score -427107.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -427110.375000 Penalty: 4071.006348
	Iteration 36Q: 3 clusters Score -427110.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -427112.843750 Penalty: 4071.006348
	Iteration 37Q: 3 clusters Score -427112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -427115.500000 Penalty: 4071.006348
	Iteration 38Q: 3 clusters Score -427115.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -427117.500000 Penalty: 4071.006348
	Iteration 39Q: 3 clusters Score -427117.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -427119.375000 Penalty: 4071.006348
	Iteration 40F: 3 clusters Score -427119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -427120.156250 Penalty: 4071.006348
	Iteration 41Q: 3 clusters Score -427120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -427121.718750 Penalty: 4071.006348
	Iteration 42Q: 3 clusters Score -427121.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -427122.937500 Penalty: 4071.006348
	Iteration 43Q: 3 clusters Score -427122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -427123.781250 Penalty: 4071.006348
	Iteration 44Q: 3 clusters Score -427123.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -427126.718750 Penalty: 4071.006348
	Iteration 45Q: 3 clusters Score -427126.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -427129.812500 Penalty: 4071.006348
	Iteration 46Q: 3 clusters Score -427129.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -427134.687500 Penalty: 4071.006348
	Iteration 47Q: 3 clusters Score -427134.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -427137.500000 Penalty: 4071.006348
	Iteration 48Q: 3 clusters Score -427137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -427140.937500 Penalty: 4071.006348
	Iteration 49Q: 3 clusters Score -427140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -427142.031250 Penalty: 4071.006348
	Iteration 50Q: 3 clusters Score -427142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -427144.312500 Penalty: 4071.006348
	Iteration 51Q: 3 clusters Score -427144.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -427146.187500 Penalty: 4071.006348
	Iteration 52Q: 3 clusters Score -427146.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -427148.968750 Penalty: 4071.006348
	Iteration 53Q: 3 clusters Score -427149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -427150.531250 Penalty: 4071.006348
	Iteration 54Q: 3 clusters Score -427150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -427150.531250 Penalty: 4071.006348
	Iteration 55F: 3 clusters Score -427150.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -954161.500000 Penalty: 2227.799805
	Iteration 0F: 2 clusters Score -954161.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -947760.875000 Penalty: 4455.599609
	Iteration 0F: 3 clusters Score -947760.9 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -949573.250000 Penalty: 4455.599609
	Iteration 1F: 3 clusters Score -949573.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -949804.250000 Penalty: 4455.599609
	Iteration 2F: 3 clusters Score -949804.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -949964.875000 Penalty: 4455.599609
	Iteration 3Q: 3 clusters Score -949964.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -950092.875000 Penalty: 4455.599609
	Iteration 4Q: 3 clusters Score -950092.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -950197.187500 Penalty: 4455.599609
	Iteration 5Q: 3 clusters Score -950197.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -950286.562500 Penalty: 4455.599609
	Iteration 6Q: 3 clusters Score -950286.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -950373.937500 Penalty: 4455.599609
	Iteration 7Q: 3 clusters Score -950373.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -950473.500000 Penalty: 4455.599609
	Iteration 8Q: 3 clusters Score -950473.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -950571.187500 Penalty: 4455.599609
	Iteration 9Q: 3 clusters Score -950571.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -950676.687500 Penalty: 4455.599609
	Iteration 10Q: 3 clusters Score -950676.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -950811.812500 Penalty: 4455.599609
	Iteration 11Q: 3 clusters Score -950811.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -950959.062500 Penalty: 4455.599609
	Iteration 12Q: 3 clusters Score -950959.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -951145.937500 Penalty: 4455.599609
	Iteration 13Q: 3 clusters Score -951145.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -951381.875000 Penalty: 4455.599609
	Iteration 14Q: 3 clusters Score -951381.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -951593.250000 Penalty: 4455.599609
	Iteration 15Q: 3 clusters Score -951593.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -951778.750000 Penalty: 4455.599609
	Iteration 16Q: 3 clusters Score -951778.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -951920.812500 Penalty: 4455.599609
	Iteration 17Q: 3 clusters Score -951920.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -952014.000000 Penalty: 4455.599609
	Iteration 18Q: 3 clusters Score -952014 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -952082.375000 Penalty: 4455.599609
	Iteration 19Q: 3 clusters Score -952082.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -952139.062500 Penalty: 4455.599609
	Iteration 20F: 3 clusters Score -952139.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -952171.312500 Penalty: 4455.599609
	Iteration 21Q: 3 clusters Score -952171.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -952196.375000 Penalty: 4455.599609
	Iteration 22Q: 3 clusters Score -952196.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -952221.875000 Penalty: 4455.599609
	Iteration 23Q: 3 clusters Score -952221.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -952234.562500 Penalty: 4455.599609
	Iteration 24Q: 3 clusters Score -952234.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -952241.375000 Penalty: 4455.599609
	Iteration 25Q: 3 clusters Score -952241.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -952248.437500 Penalty: 4455.599609
	Iteration 26Q: 3 clusters Score -952248.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -952252.187500 Penalty: 4455.599609
	Iteration 27Q: 3 clusters Score -952252.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -952254.437500 Penalty: 4455.599609
	Iteration 28Q: 3 clusters Score -952254.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -952255.000000 Penalty: 4455.599609
	Iteration 29Q: 3 clusters Score -952255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -952255.500000 Penalty: 4455.599609
	Iteration 30Q: 3 clusters Score -952255.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -952255.937500 Penalty: 4455.599609
	Iteration 31Q: 3 clusters Score -952255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -952255.562500 Penalty: 4455.599609
	Iteration 32Q: 3 clusters Score -952255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -952255.250000 Penalty: 4455.599609
	Iteration 33Q: 3 clusters Score -952255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -952256.687500 Penalty: 4455.599609
	Iteration 34Q: 3 clusters Score -952256.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -952255.687500 Penalty: 4455.599609
	Iteration 35Q: 3 clusters Score -952255.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -952256.687500 Penalty: 4455.599609
	Iteration 36Q: 3 clusters Score -952256.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -952257.000000 Penalty: 4455.599609
	Iteration 37Q: 3 clusters Score -952257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -952256.812500 Penalty: 4455.599609
	Iteration 38Q: 3 clusters Score -952256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -952258.187500 Penalty: 4455.599609
	Iteration 39Q: 3 clusters Score -952258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -952259.250000 Penalty: 4455.599609
	Iteration 40F: 3 clusters Score -952259.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (228827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228827 members 
Entering Unmasked Estep 
Score: -27920580.000000 Penalty: 3060.498779
	Iteration 0F: 2 clusters Score -2.792058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114353 members 
Mstep: Class 2 contains 114474 members 
Entering Unmasked Estep 
Score: -27777580.000000 Penalty: 6120.997559
	Iteration 0F: 3 clusters Score -2.777758e+07 nChanged 110175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113248 members 
Mstep: Class 2 contains 115579 members 
Entering Unmasked Estep 
Score: -27842876.000000 Penalty: 6120.997559
	Iteration 1F: 3 clusters Score -2.784288e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112042 members 
Mstep: Class 2 contains 116785 members 
Entering Unmasked Estep 
Score: -27844204.000000 Penalty: 6120.997559
	Iteration 2Q: 3 clusters Score -2.78442e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110027 members 
Mstep: Class 2 contains 118800 members 
Entering Unmasked Estep 
Score: -27846166.000000 Penalty: 6120.997559
	Iteration 3Q: 3 clusters Score -2.784617e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106665 members 
Mstep: Class 2 contains 122162 members 
Entering Unmasked Estep 
Score: -27848618.000000 Penalty: 6120.997559
	Iteration 4Q: 3 clusters Score -2.784862e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101489 members 
Mstep: Class 2 contains 127338 members 
Entering Unmasked Estep 
Score: -27851576.000000 Penalty: 6120.997559
	Iteration 5Q: 3 clusters Score -2.785158e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93631 members 
Mstep: Class 2 contains 135196 members 
Entering Unmasked Estep 
Score: -27856442.000000 Penalty: 6120.997559
	Iteration 6Q: 3 clusters Score -2.785644e+07 nChanged 13576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 146408 members 
Entering Unmasked Estep 
Score: -27863392.000000 Penalty: 6120.997559
	Iteration 7F: 3 clusters Score -2.786339e+07 nChanged 16316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67717 members 
Mstep: Class 2 contains 161110 members 
Entering Unmasked Estep 
Score: -27872620.000000 Penalty: 6120.997559
	Iteration 8F: 3 clusters Score -2.787262e+07 nChanged 17075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 177061 members 
Entering Unmasked Estep 
Score: -27883496.000000 Penalty: 6120.997559
	Iteration 9F: 3 clusters Score -2.78835e+07 nChanged 15652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 192147 members 
Entering Unmasked Estep 
Score: -27894488.000000 Penalty: 6120.997559
	Iteration 10F: 3 clusters Score -2.789449e+07 nChanged 13244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 205273 members 
Entering Unmasked Estep 
Score: -27902956.000000 Penalty: 6120.997559
	Iteration 11F: 3 clusters Score -2.790296e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 215441 members 
Entering Unmasked Estep 
Score: -27909420.000000 Penalty: 6120.997559
	Iteration 12Q: 3 clusters Score -2.790942e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 222084 members 
Entering Unmasked Estep 
Score: -27913550.000000 Penalty: 6120.997559
	Iteration 13Q: 3 clusters Score -2.791355e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 225730 members 
Entering Unmasked Estep 
Score: -27915940.000000 Penalty: 6120.997559
	Iteration 14Q: 3 clusters Score -2.791594e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 227365 members 
Entering Unmasked Estep 
Score: -27917044.000000 Penalty: 6120.997559
	Iteration 15Q: 3 clusters Score -2.791704e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 227997 members 
Entering Unmasked Estep 
Score: -27917472.000000 Penalty: 6120.997559
	Iteration 16Q: 3 clusters Score -2.791747e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 228230 members 
Entering Unmasked Estep 
Score: -27917664.000000 Penalty: 6120.997559
	Iteration 17Q: 3 clusters Score -2.791766e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 228331 members 
Entering Unmasked Estep 
Score: -27917750.000000 Penalty: 6120.997559
	Iteration 18Q: 3 clusters Score -2.791775e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 228384 members 
Entering Unmasked Estep 
Score: -27917838.000000 Penalty: 6120.997559
	Iteration 19Q: 3 clusters Score -2.791784e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 228410 members 
Entering Unmasked Estep 
Score: -27917866.000000 Penalty: 6120.997559
	Iteration 20F: 3 clusters Score -2.791787e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 228430 members 
Entering Unmasked Estep 
Score: -27917880.000000 Penalty: 6120.997559
	Iteration 21Q: 3 clusters Score -2.791788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 228442 members 
Entering Unmasked Estep 
Score: -27917886.000000 Penalty: 6120.997559
	Iteration 22Q: 3 clusters Score -2.791789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 228457 members 
Entering Unmasked Estep 
Score: -27917916.000000 Penalty: 6120.997559
	Iteration 23Q: 3 clusters Score -2.791792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 228471 members 
Entering Unmasked Estep 
Score: -27917906.000000 Penalty: 6120.997559
	Iteration 24Q: 3 clusters Score -2.791791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 228478 members 
Entering Unmasked Estep 
Score: -27917906.000000 Penalty: 6120.997559
	Iteration 25Q: 3 clusters Score -2.791791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 228481 members 
Entering Unmasked Estep 
Score: -27917930.000000 Penalty: 6120.997559
	Iteration 26Q: 3 clusters Score -2.791793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 228483 members 
Entering Unmasked Estep 
Score: -27917938.000000 Penalty: 6120.997559
	Iteration 27Q: 3 clusters Score -2.791794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 228486 members 
Entering Unmasked Estep 
Score: -27917942.000000 Penalty: 6120.997559
	Iteration 28Q: 3 clusters Score -2.791794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 228488 members 
Entering Unmasked Estep 
Score: -27917944.000000 Penalty: 6120.997559
	Iteration 29Q: 3 clusters Score -2.791794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 228489 members 
Entering Unmasked Estep 
Score: -27917934.000000 Penalty: 6120.997559
	Iteration 30Q: 3 clusters Score -2.791793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 228493 members 
Entering Unmasked Estep 
Score: -27917948.000000 Penalty: 6120.997559
	Iteration 31Q: 3 clusters Score -2.791795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 228496 members 
Entering Unmasked Estep 
Score: -27917954.000000 Penalty: 6120.997559
	Iteration 32Q: 3 clusters Score -2.791795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 228498 members 
Entering Unmasked Estep 
Score: -27917968.000000 Penalty: 6120.997559
	Iteration 33Q: 3 clusters Score -2.791797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 228499 members 
Entering Unmasked Estep 
Score: -27917954.000000 Penalty: 6120.997559
	Iteration 34Q: 3 clusters Score -2.791795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 228499 members 
Entering Unmasked Estep 
Score: -27917954.000000 Penalty: 6120.997559
	Iteration 35F: 3 clusters Score -2.791795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -239496.328125 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -239496.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -236871.625000 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -236871.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -237376.515625 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -237376.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -237488.781250 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -237488.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -237554.984375 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -237555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -237587.000000 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -237587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -237609.453125 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -237609.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -237627.000000 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -237627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -237636.218750 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -237636.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -237648.609375 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -237648.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -237657.484375 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -237657.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -237667.109375 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -237667.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -237676.593750 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -237676.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -237682.906250 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -237682.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -237689.796875 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -237689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -237692.593750 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -237692.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -237697.593750 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -237697.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -237704.828125 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -237704.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -237711.015625 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -237711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -237721.421875 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -237721.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -237730.625000 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -237730.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -237738.343750 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -237738.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -237743.984375 Penalty: 3784.949463
	Iteration 21Q: 3 clusters Score -237744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -237747.984375 Penalty: 3784.949463
	Iteration 22Q: 3 clusters Score -237748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -237750.812500 Penalty: 3784.949463
	Iteration 23Q: 3 clusters Score -237750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -237753.484375 Penalty: 3784.949463
	Iteration 24Q: 3 clusters Score -237753.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -237757.640625 Penalty: 3784.949463
	Iteration 25Q: 3 clusters Score -237757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -237759.718750 Penalty: 3784.949463
	Iteration 26Q: 3 clusters Score -237759.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -237761.687500 Penalty: 3784.949463
	Iteration 27Q: 3 clusters Score -237761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -237763.984375 Penalty: 3784.949463
	Iteration 28Q: 3 clusters Score -237764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -237769.046875 Penalty: 3784.949463
	Iteration 29Q: 3 clusters Score -237769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -237774.828125 Penalty: 3784.949463
	Iteration 30Q: 3 clusters Score -237774.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -237777.468750 Penalty: 3784.949463
	Iteration 31Q: 3 clusters Score -237777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -237779.187500 Penalty: 3784.949463
	Iteration 32Q: 3 clusters Score -237779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -237779.640625 Penalty: 3784.949463
	Iteration 33Q: 3 clusters Score -237779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -237780.171875 Penalty: 3784.949463
	Iteration 34Q: 3 clusters Score -237780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -237780.171875 Penalty: 3784.949463
	Iteration 35F: 3 clusters Score -237780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -985504.937500 Penalty: 2240.924805
	Iteration 0F: 2 clusters Score -985504.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -978812.187500 Penalty: 4481.849609
	Iteration 0F: 3 clusters Score -978812.2 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -980862.500000 Penalty: 4481.849609
	Iteration 1F: 3 clusters Score -980862.5 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -981376.562500 Penalty: 4481.849609
	Iteration 2F: 3 clusters Score -981376.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -981899.500000 Penalty: 4481.849609
	Iteration 3F: 3 clusters Score -981899.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -982382.562500 Penalty: 4481.849609
	Iteration 4F: 3 clusters Score -982382.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -982772.062500 Penalty: 4481.849609
	Iteration 5F: 3 clusters Score -982772.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -983061.812500 Penalty: 4481.849609
	Iteration 6F: 3 clusters Score -983061.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -983227.500000 Penalty: 4481.849609
	Iteration 7Q: 3 clusters Score -983227.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -983309.625000 Penalty: 4481.849609
	Iteration 8Q: 3 clusters Score -983309.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -983346.437500 Penalty: 4481.849609
	Iteration 9Q: 3 clusters Score -983346.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -983365.500000 Penalty: 4481.849609
	Iteration 10Q: 3 clusters Score -983365.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -983376.250000 Penalty: 4481.849609
	Iteration 11Q: 3 clusters Score -983376.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -983389.375000 Penalty: 4481.849609
	Iteration 12Q: 3 clusters Score -983389.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -983391.812500 Penalty: 4481.849609
	Iteration 13Q: 3 clusters Score -983391.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -983394.625000 Penalty: 4481.849609
	Iteration 14Q: 3 clusters Score -983394.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -983397.687500 Penalty: 4481.849609
	Iteration 15Q: 3 clusters Score -983397.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -983399.437500 Penalty: 4481.849609
	Iteration 16Q: 3 clusters Score -983399.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -983402.312500 Penalty: 4481.849609
	Iteration 17Q: 3 clusters Score -983402.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -983403.000000 Penalty: 4481.849609
	Iteration 18Q: 3 clusters Score -983403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -983401.437500 Penalty: 4481.849609
	Iteration 19Q: 3 clusters Score -983401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -983401.687500 Penalty: 4481.849609
	Iteration 20F: 3 clusters Score -983401.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -983403.750000 Penalty: 4481.849609
	Iteration 21Q: 3 clusters Score -983403.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -983406.187500 Penalty: 4481.849609
	Iteration 22Q: 3 clusters Score -983406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -983405.937500 Penalty: 4481.849609
	Iteration 23Q: 3 clusters Score -983405.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -983405.375000 Penalty: 4481.849609
	Iteration 24Q: 3 clusters Score -983405.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -983408.750000 Penalty: 4481.849609
	Iteration 25Q: 3 clusters Score -983408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -983408.250000 Penalty: 4481.849609
	Iteration 26Q: 3 clusters Score -983408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -983411.062500 Penalty: 4481.849609
	Iteration 27Q: 3 clusters Score -983411.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -983412.437500 Penalty: 4481.849609
	Iteration 28Q: 3 clusters Score -983412.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -983414.375000 Penalty: 4481.849609
	Iteration 29Q: 3 clusters Score -983414.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -983414.500000 Penalty: 4481.849609
	Iteration 30Q: 3 clusters Score -983414.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -983415.812500 Penalty: 4481.849609
	Iteration 31Q: 3 clusters Score -983415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -983414.187500 Penalty: 4481.849609
	Iteration 32Q: 3 clusters Score -983414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -983416.312500 Penalty: 4481.849609
	Iteration 33Q: 3 clusters Score -983416.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -983416.312500 Penalty: 4481.849609
	Iteration 34F: 3 clusters Score -983416.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (6208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Entering Unmasked Estep 
Score: -712276.062500 Penalty: 2165.931396
	Iteration 0F: 2 clusters Score -712276.1 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 3070 members 
Entering Unmasked Estep 
Score: -706989.812500 Penalty: 4331.862793
	Iteration 0F: 3 clusters Score -706989.8 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -708309.375000 Penalty: 4331.862793
	Iteration 1F: 3 clusters Score -708309.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -708612.312500 Penalty: 4331.862793
	Iteration 2F: 3 clusters Score -708612.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -708822.312500 Penalty: 4331.862793
	Iteration 3F: 3 clusters Score -708822.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -708997.875000 Penalty: 4331.862793
	Iteration 4Q: 3 clusters Score -708997.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -709143.562500 Penalty: 4331.862793
	Iteration 5Q: 3 clusters Score -709143.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -709274.062500 Penalty: 4331.862793
	Iteration 6Q: 3 clusters Score -709274.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -709410.625000 Penalty: 4331.862793
	Iteration 7Q: 3 clusters Score -709410.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -709522.250000 Penalty: 4331.862793
	Iteration 8Q: 3 clusters Score -709522.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -709621.312500 Penalty: 4331.862793
	Iteration 9Q: 3 clusters Score -709621.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -709744.437500 Penalty: 4331.862793
	Iteration 10Q: 3 clusters Score -709744.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -709857.375000 Penalty: 4331.862793
	Iteration 11Q: 3 clusters Score -709857.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -709977.312500 Penalty: 4331.862793
	Iteration 12Q: 3 clusters Score -709977.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -710103.062500 Penalty: 4331.862793
	Iteration 13Q: 3 clusters Score -710103.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -710214.937500 Penalty: 4331.862793
	Iteration 14Q: 3 clusters Score -710214.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -710341.875000 Penalty: 4331.862793
	Iteration 15Q: 3 clusters Score -710341.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -710464.000000 Penalty: 4331.862793
	Iteration 16Q: 3 clusters Score -710464 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -710591.375000 Penalty: 4331.862793
	Iteration 17Q: 3 clusters Score -710591.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -710725.625000 Penalty: 4331.862793
	Iteration 18Q: 3 clusters Score -710725.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -710848.937500 Penalty: 4331.862793
	Iteration 19Q: 3 clusters Score -710848.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -710953.937500 Penalty: 4331.862793
	Iteration 20F: 3 clusters Score -710953.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -711028.312500 Penalty: 4331.862793
	Iteration 21Q: 3 clusters Score -711028.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -711070.812500 Penalty: 4331.862793
	Iteration 22Q: 3 clusters Score -711070.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -711103.000000 Penalty: 4331.862793
	Iteration 23Q: 3 clusters Score -711103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -711131.250000 Penalty: 4331.862793
	Iteration 24Q: 3 clusters Score -711131.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -711159.187500 Penalty: 4331.862793
	Iteration 25Q: 3 clusters Score -711159.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -711185.250000 Penalty: 4331.862793
	Iteration 26Q: 3 clusters Score -711185.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -711205.812500 Penalty: 4331.862793
	Iteration 27Q: 3 clusters Score -711205.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -711225.125000 Penalty: 4331.862793
	Iteration 28Q: 3 clusters Score -711225.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -711244.125000 Penalty: 4331.862793
	Iteration 29Q: 3 clusters Score -711244.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -711256.062500 Penalty: 4331.862793
	Iteration 30Q: 3 clusters Score -711256.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -711264.500000 Penalty: 4331.862793
	Iteration 31Q: 3 clusters Score -711264.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -711268.937500 Penalty: 4331.862793
	Iteration 32Q: 3 clusters Score -711268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -711272.562500 Penalty: 4331.862793
	Iteration 33Q: 3 clusters Score -711272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -711273.000000 Penalty: 4331.862793
	Iteration 34Q: 3 clusters Score -711273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -711273.000000 Penalty: 4331.862793
	Iteration 35F: 3 clusters Score -711273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (10112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Entering Unmasked Estep 
Score: -1092077.750000 Penalty: 2286.926758
	Iteration 0F: 2 clusters Score -1092078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1084332.000000 Penalty: 4573.853516
	Iteration 0F: 3 clusters Score -1084332 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1086803.250000 Penalty: 4573.853516
	Iteration 1F: 3 clusters Score -1086803 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1087232.500000 Penalty: 4573.853516
	Iteration 2F: 3 clusters Score -1087232 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1087548.625000 Penalty: 4573.853516
	Iteration 3F: 3 clusters Score -1087549 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1087802.875000 Penalty: 4573.853516
	Iteration 4Q: 3 clusters Score -1087803 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1088027.875000 Penalty: 4573.853516
	Iteration 5Q: 3 clusters Score -1088028 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1088242.250000 Penalty: 4573.853516
	Iteration 6Q: 3 clusters Score -1088242 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1088467.000000 Penalty: 4573.853516
	Iteration 7Q: 3 clusters Score -1088467 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1088670.375000 Penalty: 4573.853516
	Iteration 8Q: 3 clusters Score -1088670 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1088845.375000 Penalty: 4573.853516
	Iteration 9Q: 3 clusters Score -1088845 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1088978.625000 Penalty: 4573.853516
	Iteration 10Q: 3 clusters Score -1088979 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1089087.250000 Penalty: 4573.853516
	Iteration 11Q: 3 clusters Score -1089087 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1089155.375000 Penalty: 4573.853516
	Iteration 12Q: 3 clusters Score -1089155 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1089211.375000 Penalty: 4573.853516
	Iteration 13Q: 3 clusters Score -1089211 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1089262.875000 Penalty: 4573.853516
	Iteration 14Q: 3 clusters Score -1089263 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1089319.625000 Penalty: 4573.853516
	Iteration 15Q: 3 clusters Score -1089320 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1089383.625000 Penalty: 4573.853516
	Iteration 16Q: 3 clusters Score -1089384 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1089454.625000 Penalty: 4573.853516
	Iteration 17Q: 3 clusters Score -1089455 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1089525.625000 Penalty: 4573.853516
	Iteration 18Q: 3 clusters Score -1089526 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1089632.875000 Penalty: 4573.853516
	Iteration 19Q: 3 clusters Score -1089633 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1089737.000000 Penalty: 4573.853516
	Iteration 20F: 3 clusters Score -1089737 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1089880.625000 Penalty: 4573.853516
	Iteration 21Q: 3 clusters Score -1089881 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1090067.125000 Penalty: 4573.853516
	Iteration 22Q: 3 clusters Score -1090067 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1090249.250000 Penalty: 4573.853516
	Iteration 23Q: 3 clusters Score -1090249 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1090383.375000 Penalty: 4573.853516
	Iteration 24Q: 3 clusters Score -1090383 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1090479.750000 Penalty: 4573.853516
	Iteration 25Q: 3 clusters Score -1090480 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1090531.875000 Penalty: 4573.853516
	Iteration 26Q: 3 clusters Score -1090532 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1090568.500000 Penalty: 4573.853516
	Iteration 27Q: 3 clusters Score -1090568 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1090597.125000 Penalty: 4573.853516
	Iteration 28Q: 3 clusters Score -1090597 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1090611.625000 Penalty: 4573.853516
	Iteration 29Q: 3 clusters Score -1090612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1090625.625000 Penalty: 4573.853516
	Iteration 30Q: 3 clusters Score -1090626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1090628.625000 Penalty: 4573.853516
	Iteration 31Q: 3 clusters Score -1090629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1090634.125000 Penalty: 4573.853516
	Iteration 32Q: 3 clusters Score -1090634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1090636.375000 Penalty: 4573.853516
	Iteration 33Q: 3 clusters Score -1090636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1090636.250000 Penalty: 4573.853516
	Iteration 34Q: 3 clusters Score -1090636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1090640.375000 Penalty: 4573.853516
	Iteration 35Q: 3 clusters Score -1090640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1090641.875000 Penalty: 4573.853516
	Iteration 36Q: 3 clusters Score -1090642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1090647.375000 Penalty: 4573.853516
	Iteration 37Q: 3 clusters Score -1090647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1090649.125000 Penalty: 4573.853516
	Iteration 38Q: 3 clusters Score -1090649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1090651.000000 Penalty: 4573.853516
	Iteration 39Q: 3 clusters Score -1090651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1090649.000000 Penalty: 4573.853516
	Iteration 40F: 3 clusters Score -1090649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1090653.125000 Penalty: 4573.853516
	Iteration 41Q: 3 clusters Score -1090653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1090652.750000 Penalty: 4573.853516
	Iteration 42Q: 3 clusters Score -1090653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1090653.250000 Penalty: 4573.853516
	Iteration 43Q: 3 clusters Score -1090653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1090654.625000 Penalty: 4573.853516
	Iteration 44Q: 3 clusters Score -1090655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1090656.375000 Penalty: 4573.853516
	Iteration 45Q: 3 clusters Score -1090656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1090658.250000 Penalty: 4573.853516
	Iteration 46Q: 3 clusters Score -1090658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1090658.750000 Penalty: 4573.853516
	Iteration 47Q: 3 clusters Score -1090659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1090658.875000 Penalty: 4573.853516
	Iteration 48Q: 3 clusters Score -1090659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1090658.875000 Penalty: 4573.853516
	Iteration 49Q: 3 clusters Score -1090659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1090661.125000 Penalty: 4573.853516
	Iteration 50Q: 3 clusters Score -1090661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1090662.000000 Penalty: 4573.853516
	Iteration 51Q: 3 clusters Score -1090662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1090662.000000 Penalty: 4573.853516
	Iteration 52F: 3 clusters Score -1090662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -372073.156250 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -372073.2 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 1192 members 
Entering Unmasked Estep 
Score: -369231.500000 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -369231.5 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -369749.875000 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -369749.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -369883.687500 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -369883.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -369981.000000 Penalty: 3849.614258
	Iteration 3Q: 3 clusters Score -369981 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -370092.625000 Penalty: 3849.614258
	Iteration 4Q: 3 clusters Score -370092.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -370319.875000 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -370319.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -370540.406250 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -370540.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -370688.687500 Penalty: 3849.614258
	Iteration 7F: 3 clusters Score -370688.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -370834.781250 Penalty: 3849.614258
	Iteration 8F: 3 clusters Score -370834.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -370993.687500 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -370993.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -371139.031250 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -371139 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -371317.031250 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -371317 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -371478.156250 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -371478.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -371607.656250 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -371607.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -371682.375000 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -371682.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -371744.500000 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -371744.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -371786.250000 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -371786.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -371825.843750 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -371825.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -371861.593750 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -371861.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -371892.343750 Penalty: 3849.614258
	Iteration 19Q: 3 clusters Score -371892.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -371916.656250 Penalty: 3849.614258
	Iteration 20F: 3 clusters Score -371916.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -371939.562500 Penalty: 3849.614258
	Iteration 21Q: 3 clusters Score -371939.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -371963.843750 Penalty: 3849.614258
	Iteration 22Q: 3 clusters Score -371963.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -371973.531250 Penalty: 3849.614258
	Iteration 23Q: 3 clusters Score -371973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -371977.250000 Penalty: 3849.614258
	Iteration 24Q: 3 clusters Score -371977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -371985.593750 Penalty: 3849.614258
	Iteration 25Q: 3 clusters Score -371985.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -371999.531250 Penalty: 3849.614258
	Iteration 26Q: 3 clusters Score -371999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -372007.218750 Penalty: 3849.614258
	Iteration 27Q: 3 clusters Score -372007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -372012.906250 Penalty: 3849.614258
	Iteration 28Q: 3 clusters Score -372012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -372016.750000 Penalty: 3849.614258
	Iteration 29Q: 3 clusters Score -372016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -372016.750000 Penalty: 3849.614258
	Iteration 30F: 3 clusters Score -372016.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -65081.281250 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -65081.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63560.746094 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -63560.75 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64035.710938 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -64035.71 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64267.464844 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -64267.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64466.847656 Penalty: 3247.205566
	Iteration 3F: 3 clusters Score -64466.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64709.007812 Penalty: 3247.205566
	Iteration 4Q: 3 clusters Score -64709.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64831.558594 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -64831.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64902.125000 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -64902.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64927.343750 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -64927.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64978.093750 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -64978.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65014.597656 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -65014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65026.769531 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -65026.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65054.152344 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -65054.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65061.890625 Penalty: 3247.205566
	Iteration 12Q: 3 clusters Score -65061.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65068.429688 Penalty: 3247.205566
	Iteration 13Q: 3 clusters Score -65068.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65069.890625 Penalty: 3247.205566
	Iteration 14Q: 3 clusters Score -65069.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65069.890625 Penalty: 3247.205566
	Iteration 15F: 3 clusters Score -65069.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -204902.500000 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -204902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -202454.390625 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -202454.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -202910.515625 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -202910.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -203081.265625 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -203081.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -203199.062500 Penalty: 3713.916016
	Iteration 3F: 3 clusters Score -203199.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -203295.531250 Penalty: 3713.916016
	Iteration 4Q: 3 clusters Score -203295.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -203365.437500 Penalty: 3713.916016
	Iteration 5Q: 3 clusters Score -203365.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -203419.281250 Penalty: 3713.916016
	Iteration 6Q: 3 clusters Score -203419.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -203466.671875 Penalty: 3713.916016
	Iteration 7Q: 3 clusters Score -203466.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -203511.546875 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -203511.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -203547.093750 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -203547.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -203581.671875 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -203581.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -203607.093750 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -203607.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -203622.906250 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -203622.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -203632.687500 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -203632.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -203646.046875 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -203646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -203672.156250 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -203672.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -203688.843750 Penalty: 3713.916016
	Iteration 16Q: 3 clusters Score -203688.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -203703.562500 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -203703.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -203729.281250 Penalty: 3713.916016
	Iteration 18Q: 3 clusters Score -203729.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -203775.234375 Penalty: 3713.916016
	Iteration 19Q: 3 clusters Score -203775.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -203840.937500 Penalty: 3713.916016
	Iteration 20F: 3 clusters Score -203840.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -203890.796875 Penalty: 3713.916016
	Iteration 21Q: 3 clusters Score -203890.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -203960.265625 Penalty: 3713.916016
	Iteration 22Q: 3 clusters Score -203960.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -204018.750000 Penalty: 3713.916016
	Iteration 23Q: 3 clusters Score -204018.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -204094.062500 Penalty: 3713.916016
	Iteration 24Q: 3 clusters Score -204094.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -204185.890625 Penalty: 3713.916016
	Iteration 25Q: 3 clusters Score -204185.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -204301.312500 Penalty: 3713.916016
	Iteration 26Q: 3 clusters Score -204301.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -204464.515625 Penalty: 3713.916016
	Iteration 27Q: 3 clusters Score -204464.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -204545.531250 Penalty: 3713.916016
	Iteration 28Q: 3 clusters Score -204545.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -204590.171875 Penalty: 3713.916016
	Iteration 29Q: 3 clusters Score -204590.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -204627.468750 Penalty: 3713.916016
	Iteration 30Q: 3 clusters Score -204627.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -204658.203125 Penalty: 3713.916016
	Iteration 31Q: 3 clusters Score -204658.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -204675.734375 Penalty: 3713.916016
	Iteration 32Q: 3 clusters Score -204675.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -204683.343750 Penalty: 3713.916016
	Iteration 33Q: 3 clusters Score -204683.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -204687.296875 Penalty: 3713.916016
	Iteration 34Q: 3 clusters Score -204687.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -204689.328125 Penalty: 3713.916016
	Iteration 35Q: 3 clusters Score -204689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -204689.671875 Penalty: 3713.916016
	Iteration 36Q: 3 clusters Score -204689.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -204692.187500 Penalty: 3713.916016
	Iteration 37F: 3 clusters Score -204692.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -204702.140625 Penalty: 3713.916016
	Iteration 38Q: 3 clusters Score -204702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -204707.875000 Penalty: 3713.916016
	Iteration 39Q: 3 clusters Score -204707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -204712.406250 Penalty: 3713.916016
	Iteration 40F: 3 clusters Score -204712.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -204714.140625 Penalty: 3713.916016
	Iteration 41Q: 3 clusters Score -204714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -204719.468750 Penalty: 3713.916016
	Iteration 42Q: 3 clusters Score -204719.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -204724.125000 Penalty: 3713.916016
	Iteration 43Q: 3 clusters Score -204724.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -204729.296875 Penalty: 3713.916016
	Iteration 44Q: 3 clusters Score -204729.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -204733.656250 Penalty: 3713.916016
	Iteration 45Q: 3 clusters Score -204733.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -204739.765625 Penalty: 3713.916016
	Iteration 46Q: 3 clusters Score -204739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -204742.390625 Penalty: 3713.916016
	Iteration 47Q: 3 clusters Score -204742.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -204743.625000 Penalty: 3713.916016
	Iteration 48Q: 3 clusters Score -204743.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -204744.531250 Penalty: 3713.916016
	Iteration 49Q: 3 clusters Score -204744.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -204746.296875 Penalty: 3713.916016
	Iteration 50Q: 3 clusters Score -204746.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -204747.625000 Penalty: 3713.916016
	Iteration 51Q: 3 clusters Score -204747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -204749.453125 Penalty: 3713.916016
	Iteration 52Q: 3 clusters Score -204749.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -204752.562500 Penalty: 3713.916016
	Iteration 53Q: 3 clusters Score -204752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -204754.171875 Penalty: 3713.916016
	Iteration 54Q: 3 clusters Score -204754.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -204754.609375 Penalty: 3713.916016
	Iteration 55Q: 3 clusters Score -204754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -204756.000000 Penalty: 3713.916016
	Iteration 56Q: 3 clusters Score -204756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -204757.390625 Penalty: 3713.916016
	Iteration 57Q: 3 clusters Score -204757.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -204758.421875 Penalty: 3713.916016
	Iteration 58Q: 3 clusters Score -204758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -204759.281250 Penalty: 3713.916016
	Iteration 59Q: 3 clusters Score -204759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -204760.906250 Penalty: 3713.916016
	Iteration 60F: 3 clusters Score -204760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -204762.468750 Penalty: 3713.916016
	Iteration 61Q: 3 clusters Score -204762.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -204763.484375 Penalty: 3713.916016
	Iteration 62Q: 3 clusters Score -204763.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -204763.484375 Penalty: 3713.916016
	Iteration 63F: 3 clusters Score -204763.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -336356.156250 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -336356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -333236.500000 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -333236.5 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -333881.906250 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -333881.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -334041.906250 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -334041.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -334140.906250 Penalty: 3943.274414
	Iteration 3Q: 3 clusters Score -334140.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -334206.625000 Penalty: 3943.274414
	Iteration 4Q: 3 clusters Score -334206.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -334267.437500 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -334267.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -334320.625000 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -334320.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -334357.968750 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -334358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -334393.718750 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -334393.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -334421.687500 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -334421.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -334440.156250 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -334440.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -334451.218750 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -334451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -334454.781250 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -334454.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -334460.156250 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -334460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -334465.593750 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -334465.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -334473.968750 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -334474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -334477.156250 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -334477.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -334479.625000 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -334479.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -334481.906250 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -334481.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -334485.656250 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -334485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -334488.437500 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -334488.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -334493.781250 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -334493.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -334498.625000 Penalty: 3943.274414
	Iteration 22Q: 3 clusters Score -334498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -334502.906250 Penalty: 3943.274414
	Iteration 23Q: 3 clusters Score -334502.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -334505.250000 Penalty: 3943.274414
	Iteration 24Q: 3 clusters Score -334505.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -334507.062500 Penalty: 3943.274414
	Iteration 25Q: 3 clusters Score -334507.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -334511.000000 Penalty: 3943.274414
	Iteration 26Q: 3 clusters Score -334511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -334511.843750 Penalty: 3943.274414
	Iteration 27Q: 3 clusters Score -334511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -334512.875000 Penalty: 3943.274414
	Iteration 28Q: 3 clusters Score -334512.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -334516.875000 Penalty: 3943.274414
	Iteration 29Q: 3 clusters Score -334516.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -334519.968750 Penalty: 3943.274414
	Iteration 30Q: 3 clusters Score -334520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -334525.562500 Penalty: 3943.274414
	Iteration 31Q: 3 clusters Score -334525.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -334530.093750 Penalty: 3943.274414
	Iteration 32Q: 3 clusters Score -334530.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -334539.531250 Penalty: 3943.274414
	Iteration 33Q: 3 clusters Score -334539.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -334551.750000 Penalty: 3943.274414
	Iteration 34Q: 3 clusters Score -334551.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -334558.375000 Penalty: 3943.274414
	Iteration 35Q: 3 clusters Score -334558.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -334560.593750 Penalty: 3943.274414
	Iteration 36Q: 3 clusters Score -334560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -334563.125000 Penalty: 3943.274414
	Iteration 37Q: 3 clusters Score -334563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -334563.125000 Penalty: 3943.274414
	Iteration 38F: 3 clusters Score -334563.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Entering Unmasked Estep 
Score: -843312.375000 Penalty: 2219.474854
	Iteration 0F: 2 clusters Score -843312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -837058.250000 Penalty: 4438.949707
	Iteration 0F: 3 clusters Score -837058.2 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -838888.375000 Penalty: 4438.949707
	Iteration 1F: 3 clusters Score -838888.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -839310.812500 Penalty: 4438.949707
	Iteration 2F: 3 clusters Score -839310.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -839639.375000 Penalty: 4438.949707
	Iteration 3F: 3 clusters Score -839639.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -839905.000000 Penalty: 4438.949707
	Iteration 4F: 3 clusters Score -839905 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -840108.687500 Penalty: 4438.949707
	Iteration 5Q: 3 clusters Score -840108.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -840267.812500 Penalty: 4438.949707
	Iteration 6Q: 3 clusters Score -840267.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -840416.875000 Penalty: 4438.949707
	Iteration 7Q: 3 clusters Score -840416.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -840579.500000 Penalty: 4438.949707
	Iteration 8Q: 3 clusters Score -840579.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -840741.187500 Penalty: 4438.949707
	Iteration 9Q: 3 clusters Score -840741.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -840874.250000 Penalty: 4438.949707
	Iteration 10Q: 3 clusters Score -840874.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -840995.812500 Penalty: 4438.949707
	Iteration 11Q: 3 clusters Score -840995.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -841116.000000 Penalty: 4438.949707
	Iteration 12Q: 3 clusters Score -841116 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -841230.437500 Penalty: 4438.949707
	Iteration 13Q: 3 clusters Score -841230.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -841341.000000 Penalty: 4438.949707
	Iteration 14Q: 3 clusters Score -841341 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -841452.187500 Penalty: 4438.949707
	Iteration 15Q: 3 clusters Score -841452.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -841537.312500 Penalty: 4438.949707
	Iteration 16Q: 3 clusters Score -841537.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -841601.437500 Penalty: 4438.949707
	Iteration 17Q: 3 clusters Score -841601.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -841646.375000 Penalty: 4438.949707
	Iteration 18Q: 3 clusters Score -841646.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -841676.625000 Penalty: 4438.949707
	Iteration 19Q: 3 clusters Score -841676.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -841702.937500 Penalty: 4438.949707
	Iteration 20F: 3 clusters Score -841702.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -841722.000000 Penalty: 4438.949707
	Iteration 21Q: 3 clusters Score -841722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -841735.312500 Penalty: 4438.949707
	Iteration 22Q: 3 clusters Score -841735.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -841747.062500 Penalty: 4438.949707
	Iteration 23Q: 3 clusters Score -841747.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -841754.250000 Penalty: 4438.949707
	Iteration 24Q: 3 clusters Score -841754.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -841762.625000 Penalty: 4438.949707
	Iteration 25Q: 3 clusters Score -841762.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -841771.812500 Penalty: 4438.949707
	Iteration 26Q: 3 clusters Score -841771.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -841780.000000 Penalty: 4438.949707
	Iteration 27Q: 3 clusters Score -841780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -841783.875000 Penalty: 4438.949707
	Iteration 28Q: 3 clusters Score -841783.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -841786.437500 Penalty: 4438.949707
	Iteration 29Q: 3 clusters Score -841786.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -841788.875000 Penalty: 4438.949707
	Iteration 30Q: 3 clusters Score -841788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -841789.312500 Penalty: 4438.949707
	Iteration 31Q: 3 clusters Score -841789.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -841793.500000 Penalty: 4438.949707
	Iteration 32Q: 3 clusters Score -841793.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -841797.562500 Penalty: 4438.949707
	Iteration 33Q: 3 clusters Score -841797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -841796.437500 Penalty: 4438.949707
	Iteration 34Q: 3 clusters Score -841796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -841797.187500 Penalty: 4438.949707
	Iteration 35Q: 3 clusters Score -841797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -841797.625000 Penalty: 4438.949707
	Iteration 36Q: 3 clusters Score -841797.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -841797.625000 Penalty: 4438.949707
	Iteration 37F: 3 clusters Score -841797.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (6890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Entering Unmasked Estep 
Score: -814440.062500 Penalty: 2191.781006
	Iteration 0F: 2 clusters Score -814440.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -808701.937500 Penalty: 4383.562012
	Iteration 0F: 3 clusters Score -808701.9 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -810346.937500 Penalty: 4383.562012
	Iteration 1F: 3 clusters Score -810346.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -810821.750000 Penalty: 4383.562012
	Iteration 2F: 3 clusters Score -810821.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -811268.125000 Penalty: 4383.562012
	Iteration 3F: 3 clusters Score -811268.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -811700.000000 Penalty: 4383.562012
	Iteration 4F: 3 clusters Score -811700 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -812042.375000 Penalty: 4383.562012
	Iteration 5F: 3 clusters Score -812042.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -812353.250000 Penalty: 4383.562012
	Iteration 6Q: 3 clusters Score -812353.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -812616.062500 Penalty: 4383.562012
	Iteration 7Q: 3 clusters Score -812616.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -812843.125000 Penalty: 4383.562012
	Iteration 8Q: 3 clusters Score -812843.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -813090.250000 Penalty: 4383.562012
	Iteration 9Q: 3 clusters Score -813090.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -813314.937500 Penalty: 4383.562012
	Iteration 10Q: 3 clusters Score -813314.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -813458.437500 Penalty: 4383.562012
	Iteration 11Q: 3 clusters Score -813458.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -813555.062500 Penalty: 4383.562012
	Iteration 12Q: 3 clusters Score -813555.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -813618.625000 Penalty: 4383.562012
	Iteration 13Q: 3 clusters Score -813618.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -813661.250000 Penalty: 4383.562012
	Iteration 14Q: 3 clusters Score -813661.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -813695.375000 Penalty: 4383.562012
	Iteration 15Q: 3 clusters Score -813695.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -813715.250000 Penalty: 4383.562012
	Iteration 16Q: 3 clusters Score -813715.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -813718.937500 Penalty: 4383.562012
	Iteration 17Q: 3 clusters Score -813718.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -813726.562500 Penalty: 4383.562012
	Iteration 18Q: 3 clusters Score -813726.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -813728.375000 Penalty: 4383.562012
	Iteration 19Q: 3 clusters Score -813728.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -813731.500000 Penalty: 4383.562012
	Iteration 20F: 3 clusters Score -813731.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -813733.250000 Penalty: 4383.562012
	Iteration 21Q: 3 clusters Score -813733.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -813732.937500 Penalty: 4383.562012
	Iteration 22Q: 3 clusters Score -813732.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -813733.687500 Penalty: 4383.562012
	Iteration 23Q: 3 clusters Score -813733.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -813735.562500 Penalty: 4383.562012
	Iteration 24Q: 3 clusters Score -813735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -813735.187500 Penalty: 4383.562012
	Iteration 25Q: 3 clusters Score -813735.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -813735.187500 Penalty: 4383.562012
	Iteration 26F: 3 clusters Score -813735.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -771365.937500 Penalty: 2173.988525
	Iteration 0F: 2 clusters Score -771365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -765934.312500 Penalty: 4347.977051
	Iteration 0F: 3 clusters Score -765934.3 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -767332.062500 Penalty: 4347.977051
	Iteration 1F: 3 clusters Score -767332.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -767550.875000 Penalty: 4347.977051
	Iteration 2F: 3 clusters Score -767550.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -767690.750000 Penalty: 4347.977051
	Iteration 3Q: 3 clusters Score -767690.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -767785.812500 Penalty: 4347.977051
	Iteration 4Q: 3 clusters Score -767785.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -767862.875000 Penalty: 4347.977051
	Iteration 5Q: 3 clusters Score -767862.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -767929.375000 Penalty: 4347.977051
	Iteration 6Q: 3 clusters Score -767929.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -767989.187500 Penalty: 4347.977051
	Iteration 7Q: 3 clusters Score -767989.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -768050.812500 Penalty: 4347.977051
	Iteration 8Q: 3 clusters Score -768050.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -768107.812500 Penalty: 4347.977051
	Iteration 9Q: 3 clusters Score -768107.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -768159.625000 Penalty: 4347.977051
	Iteration 10Q: 3 clusters Score -768159.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -768221.937500 Penalty: 4347.977051
	Iteration 11Q: 3 clusters Score -768221.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -768294.187500 Penalty: 4347.977051
	Iteration 12Q: 3 clusters Score -768294.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -768369.250000 Penalty: 4347.977051
	Iteration 13Q: 3 clusters Score -768369.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -768435.937500 Penalty: 4347.977051
	Iteration 14Q: 3 clusters Score -768435.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -768499.875000 Penalty: 4347.977051
	Iteration 15Q: 3 clusters Score -768499.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -768562.125000 Penalty: 4347.977051
	Iteration 16Q: 3 clusters Score -768562.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -768611.687500 Penalty: 4347.977051
	Iteration 17Q: 3 clusters Score -768611.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -768659.625000 Penalty: 4347.977051
	Iteration 18Q: 3 clusters Score -768659.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -768703.687500 Penalty: 4347.977051
	Iteration 19Q: 3 clusters Score -768703.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -768748.187500 Penalty: 4347.977051
	Iteration 20F: 3 clusters Score -768748.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -768789.062500 Penalty: 4347.977051
	Iteration 21Q: 3 clusters Score -768789.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -768829.437500 Penalty: 4347.977051
	Iteration 22Q: 3 clusters Score -768829.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -768860.812500 Penalty: 4347.977051
	Iteration 23Q: 3 clusters Score -768860.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -768887.187500 Penalty: 4347.977051
	Iteration 24Q: 3 clusters Score -768887.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -768912.125000 Penalty: 4347.977051
	Iteration 25Q: 3 clusters Score -768912.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -768939.812500 Penalty: 4347.977051
	Iteration 26Q: 3 clusters Score -768939.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -768970.250000 Penalty: 4347.977051
	Iteration 27Q: 3 clusters Score -768970.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -768999.125000 Penalty: 4347.977051
	Iteration 28Q: 3 clusters Score -768999.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -769022.250000 Penalty: 4347.977051
	Iteration 29Q: 3 clusters Score -769022.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -769045.437500 Penalty: 4347.977051
	Iteration 30Q: 3 clusters Score -769045.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -769067.062500 Penalty: 4347.977051
	Iteration 31Q: 3 clusters Score -769067.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -769088.062500 Penalty: 4347.977051
	Iteration 32Q: 3 clusters Score -769088.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -769102.625000 Penalty: 4347.977051
	Iteration 33Q: 3 clusters Score -769102.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -769119.750000 Penalty: 4347.977051
	Iteration 34Q: 3 clusters Score -769119.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -769131.812500 Penalty: 4347.977051
	Iteration 35Q: 3 clusters Score -769131.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -769143.562500 Penalty: 4347.977051
	Iteration 36Q: 3 clusters Score -769143.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -769150.375000 Penalty: 4347.977051
	Iteration 37Q: 3 clusters Score -769150.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -769157.625000 Penalty: 4347.977051
	Iteration 38Q: 3 clusters Score -769157.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -769166.687500 Penalty: 4347.977051
	Iteration 39Q: 3 clusters Score -769166.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -769177.000000 Penalty: 4347.977051
	Iteration 40F: 3 clusters Score -769177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -769186.625000 Penalty: 4347.977051
	Iteration 41Q: 3 clusters Score -769186.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -769196.250000 Penalty: 4347.977051
	Iteration 42Q: 3 clusters Score -769196.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -769206.437500 Penalty: 4347.977051
	Iteration 43Q: 3 clusters Score -769206.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -769215.875000 Penalty: 4347.977051
	Iteration 44Q: 3 clusters Score -769215.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -769222.875000 Penalty: 4347.977051
	Iteration 45Q: 3 clusters Score -769222.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -769231.125000 Penalty: 4347.977051
	Iteration 46Q: 3 clusters Score -769231.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -769239.937500 Penalty: 4347.977051
	Iteration 47Q: 3 clusters Score -769239.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -769247.250000 Penalty: 4347.977051
	Iteration 48Q: 3 clusters Score -769247.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -769253.250000 Penalty: 4347.977051
	Iteration 49Q: 3 clusters Score -769253.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -769255.125000 Penalty: 4347.977051
	Iteration 50Q: 3 clusters Score -769255.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -769256.125000 Penalty: 4347.977051
	Iteration 51Q: 3 clusters Score -769256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -769256.812500 Penalty: 4347.977051
	Iteration 52Q: 3 clusters Score -769256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -769256.687500 Penalty: 4347.977051
	Iteration 53Q: 3 clusters Score -769256.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -769256.687500 Penalty: 4347.977051
	Iteration 54F: 3 clusters Score -769256.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -371756.593750 Penalty: 2033.943604
	Iteration 0F: 2 clusters Score -371756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -368190.468750 Penalty: 4067.887207
	Iteration 0F: 3 clusters Score -368190.5 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -369220.625000 Penalty: 4067.887207
	Iteration 1F: 3 clusters Score -369220.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -369502.343750 Penalty: 4067.887207
	Iteration 2F: 3 clusters Score -369502.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -369715.125000 Penalty: 4067.887207
	Iteration 3F: 3 clusters Score -369715.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -369885.406250 Penalty: 4067.887207
	Iteration 4Q: 3 clusters Score -369885.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -370028.875000 Penalty: 4067.887207
	Iteration 5Q: 3 clusters Score -370028.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -370161.843750 Penalty: 4067.887207
	Iteration 6Q: 3 clusters Score -370161.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -370310.406250 Penalty: 4067.887207
	Iteration 7Q: 3 clusters Score -370310.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -370506.687500 Penalty: 4067.887207
	Iteration 8Q: 3 clusters Score -370506.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -370666.375000 Penalty: 4067.887207
	Iteration 9Q: 3 clusters Score -370666.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -370802.000000 Penalty: 4067.887207
	Iteration 10Q: 3 clusters Score -370802 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -370930.468750 Penalty: 4067.887207
	Iteration 11Q: 3 clusters Score -370930.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -371025.906250 Penalty: 4067.887207
	Iteration 12Q: 3 clusters Score -371025.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -371090.625000 Penalty: 4067.887207
	Iteration 13Q: 3 clusters Score -371090.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -371127.312500 Penalty: 4067.887207
	Iteration 14Q: 3 clusters Score -371127.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -371146.812500 Penalty: 4067.887207
	Iteration 15Q: 3 clusters Score -371146.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -371160.687500 Penalty: 4067.887207
	Iteration 16Q: 3 clusters Score -371160.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -371172.250000 Penalty: 4067.887207
	Iteration 17Q: 3 clusters Score -371172.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -371185.312500 Penalty: 4067.887207
	Iteration 18Q: 3 clusters Score -371185.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -371194.656250 Penalty: 4067.887207
	Iteration 19Q: 3 clusters Score -371194.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -371211.625000 Penalty: 4067.887207
	Iteration 20F: 3 clusters Score -371211.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -371218.000000 Penalty: 4067.887207
	Iteration 21Q: 3 clusters Score -371218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -371224.812500 Penalty: 4067.887207
	Iteration 22Q: 3 clusters Score -371224.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -371233.656250 Penalty: 4067.887207
	Iteration 23Q: 3 clusters Score -371233.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -371236.468750 Penalty: 4067.887207
	Iteration 24Q: 3 clusters Score -371236.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -371238.562500 Penalty: 4067.887207
	Iteration 25Q: 3 clusters Score -371238.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -371240.250000 Penalty: 4067.887207
	Iteration 26Q: 3 clusters Score -371240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -371241.968750 Penalty: 4067.887207
	Iteration 27Q: 3 clusters Score -371242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -371244.468750 Penalty: 4067.887207
	Iteration 28Q: 3 clusters Score -371244.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -371245.187500 Penalty: 4067.887207
	Iteration 29Q: 3 clusters Score -371245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -371245.062500 Penalty: 4067.887207
	Iteration 30Q: 3 clusters Score -371245.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -371245.062500 Penalty: 4067.887207
	Iteration 31F: 3 clusters Score -371245.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -61479.640625 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -61479.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60055.363281 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -60055.36 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60237.558594 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -60237.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60290.617188 Penalty: 2966.781494
	Iteration 2Q: 3 clusters Score -60290.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60341.449219 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -60341.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60382.898438 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -60382.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60413.054688 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -60413.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -60442.683594 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -60442.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60465.960938 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -60465.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60490.093750 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -60490.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60508.410156 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -60508.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60518.019531 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -60518.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60522.019531 Penalty: 2966.781494
	Iteration 11Q: 3 clusters Score -60522.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60525.023438 Penalty: 2966.781494
	Iteration 12Q: 3 clusters Score -60525.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60525.023438 Penalty: 2966.781494
	Iteration 13F: 3 clusters Score -60525.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -777591.062500 Penalty: 2176.298096
	Iteration 0F: 2 clusters Score -777591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -772093.437500 Penalty: 4352.596191
	Iteration 0F: 3 clusters Score -772093.4 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -773536.812500 Penalty: 4352.596191
	Iteration 1F: 3 clusters Score -773536.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -773830.125000 Penalty: 4352.596191
	Iteration 2F: 3 clusters Score -773830.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -774047.125000 Penalty: 4352.596191
	Iteration 3F: 3 clusters Score -774047.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -774226.250000 Penalty: 4352.596191
	Iteration 4Q: 3 clusters Score -774226.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -774386.000000 Penalty: 4352.596191
	Iteration 5Q: 3 clusters Score -774386 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -774531.687500 Penalty: 4352.596191
	Iteration 6Q: 3 clusters Score -774531.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -774672.437500 Penalty: 4352.596191
	Iteration 7Q: 3 clusters Score -774672.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -774820.625000 Penalty: 4352.596191
	Iteration 8Q: 3 clusters Score -774820.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -774990.625000 Penalty: 4352.596191
	Iteration 9Q: 3 clusters Score -774990.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -775137.625000 Penalty: 4352.596191
	Iteration 10Q: 3 clusters Score -775137.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -775252.062500 Penalty: 4352.596191
	Iteration 11Q: 3 clusters Score -775252.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -775342.500000 Penalty: 4352.596191
	Iteration 12Q: 3 clusters Score -775342.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -775410.937500 Penalty: 4352.596191
	Iteration 13Q: 3 clusters Score -775410.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -775457.000000 Penalty: 4352.596191
	Iteration 14Q: 3 clusters Score -775457 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -775489.562500 Penalty: 4352.596191
	Iteration 15Q: 3 clusters Score -775489.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -775513.812500 Penalty: 4352.596191
	Iteration 16Q: 3 clusters Score -775513.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -775535.437500 Penalty: 4352.596191
	Iteration 17Q: 3 clusters Score -775535.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -775548.812500 Penalty: 4352.596191
	Iteration 18Q: 3 clusters Score -775548.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -775558.937500 Penalty: 4352.596191
	Iteration 19Q: 3 clusters Score -775558.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -775568.250000 Penalty: 4352.596191
	Iteration 20F: 3 clusters Score -775568.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -775577.000000 Penalty: 4352.596191
	Iteration 21Q: 3 clusters Score -775577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -775581.687500 Penalty: 4352.596191
	Iteration 22Q: 3 clusters Score -775581.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -775588.625000 Penalty: 4352.596191
	Iteration 23Q: 3 clusters Score -775588.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -775594.812500 Penalty: 4352.596191
	Iteration 24Q: 3 clusters Score -775594.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -775599.750000 Penalty: 4352.596191
	Iteration 25Q: 3 clusters Score -775599.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -775602.937500 Penalty: 4352.596191
	Iteration 26Q: 3 clusters Score -775602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -775602.312500 Penalty: 4352.596191
	Iteration 27Q: 3 clusters Score -775602.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -775601.500000 Penalty: 4352.596191
	Iteration 28Q: 3 clusters Score -775601.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -775602.125000 Penalty: 4352.596191
	Iteration 29Q: 3 clusters Score -775602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -775602.937500 Penalty: 4352.596191
	Iteration 30Q: 3 clusters Score -775602.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -775602.937500 Penalty: 4352.596191
	Iteration 31F: 3 clusters Score -775602.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -159081.875000 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -159081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -156879.656250 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -156879.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -157279.484375 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -157279.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157437.875000 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -157437.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -157538.734375 Penalty: 3592.782471
	Iteration 3F: 3 clusters Score -157538.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -157602.578125 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -157602.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -157643.859375 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -157643.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -157680.203125 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -157680.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -157712.609375 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -157712.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -157749.453125 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -157749.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -157771.812500 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -157771.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -157788.781250 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -157788.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -157802.343750 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -157802.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -157807.687500 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -157807.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -157811.609375 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -157811.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -157819.421875 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -157819.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -157829.156250 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -157829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -157841.093750 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -157841.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -157851.656250 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -157851.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -157864.593750 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -157864.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -157872.265625 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -157872.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -157878.171875 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -157878.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -157881.312500 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -157881.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -157883.078125 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -157883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -157888.140625 Penalty: 3592.782471
	Iteration 23Q: 3 clusters Score -157888.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -157895.078125 Penalty: 3592.782471
	Iteration 24Q: 3 clusters Score -157895.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -157905.296875 Penalty: 3592.782471
	Iteration 25Q: 3 clusters Score -157905.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -157911.890625 Penalty: 3592.782471
	Iteration 26Q: 3 clusters Score -157911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -157914.359375 Penalty: 3592.782471
	Iteration 27Q: 3 clusters Score -157914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -157917.140625 Penalty: 3592.782471
	Iteration 28Q: 3 clusters Score -157917.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -157918.703125 Penalty: 3592.782471
	Iteration 29Q: 3 clusters Score -157918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -157919.671875 Penalty: 3592.782471
	Iteration 30Q: 3 clusters Score -157919.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -157920.156250 Penalty: 3592.782471
	Iteration 31Q: 3 clusters Score -157920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -157920.156250 Penalty: 3592.782471
	Iteration 32F: 3 clusters Score -157920.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Entering Unmasked Estep 
Score: -589754.812500 Penalty: 2037.723755
	Iteration 0F: 2 clusters Score -589754.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -586010.000000 Penalty: 4075.447510
	Iteration 0F: 3 clusters Score -586010 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -586897.437500 Penalty: 4075.447510
	Iteration 1F: 3 clusters Score -586897.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -587164.625000 Penalty: 4075.447510
	Iteration 2F: 3 clusters Score -587164.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -587423.437500 Penalty: 4075.447510
	Iteration 3F: 3 clusters Score -587423.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -587636.812500 Penalty: 4075.447510
	Iteration 4F: 3 clusters Score -587636.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -587796.500000 Penalty: 4075.447510
	Iteration 5Q: 3 clusters Score -587796.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -587934.375000 Penalty: 4075.447510
	Iteration 6Q: 3 clusters Score -587934.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -588046.250000 Penalty: 4075.447510
	Iteration 7Q: 3 clusters Score -588046.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -588158.187500 Penalty: 4075.447510
	Iteration 8Q: 3 clusters Score -588158.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -588243.000000 Penalty: 4075.447510
	Iteration 9Q: 3 clusters Score -588243 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -588305.812500 Penalty: 4075.447510
	Iteration 10Q: 3 clusters Score -588305.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -588365.875000 Penalty: 4075.447510
	Iteration 11Q: 3 clusters Score -588365.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -588420.750000 Penalty: 4075.447510
	Iteration 12Q: 3 clusters Score -588420.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -588472.125000 Penalty: 4075.447510
	Iteration 13Q: 3 clusters Score -588472.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -588519.687500 Penalty: 4075.447510
	Iteration 14Q: 3 clusters Score -588519.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -588563.750000 Penalty: 4075.447510
	Iteration 15Q: 3 clusters Score -588563.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -588606.562500 Penalty: 4075.447510
	Iteration 16Q: 3 clusters Score -588606.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -588644.625000 Penalty: 4075.447510
	Iteration 17Q: 3 clusters Score -588644.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -588669.312500 Penalty: 4075.447510
	Iteration 18Q: 3 clusters Score -588669.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -588692.062500 Penalty: 4075.447510
	Iteration 19Q: 3 clusters Score -588692.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -588711.062500 Penalty: 4075.447510
	Iteration 20F: 3 clusters Score -588711.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -588724.187500 Penalty: 4075.447510
	Iteration 21Q: 3 clusters Score -588724.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -588729.000000 Penalty: 4075.447510
	Iteration 22Q: 3 clusters Score -588729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -588732.937500 Penalty: 4075.447510
	Iteration 23Q: 3 clusters Score -588732.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -588737.062500 Penalty: 4075.447510
	Iteration 24Q: 3 clusters Score -588737.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -588739.375000 Penalty: 4075.447510
	Iteration 25Q: 3 clusters Score -588739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -588740.500000 Penalty: 4075.447510
	Iteration 26Q: 3 clusters Score -588740.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -588741.250000 Penalty: 4075.447510
	Iteration 27Q: 3 clusters Score -588741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -588741.687500 Penalty: 4075.447510
	Iteration 28Q: 3 clusters Score -588741.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -588742.312500 Penalty: 4075.447510
	Iteration 29Q: 3 clusters Score -588742.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -588742.312500 Penalty: 4075.447510
	Iteration 30F: 3 clusters Score -588742.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -233954.312500 Penalty: 1881.652954
	Iteration 0F: 2 clusters Score -233954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -231323.734375 Penalty: 3763.305908
	Iteration 0F: 3 clusters Score -231323.7 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -231827.281250 Penalty: 3763.305908
	Iteration 1F: 3 clusters Score -231827.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -231961.890625 Penalty: 3763.305908
	Iteration 2F: 3 clusters Score -231961.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -232039.203125 Penalty: 3763.305908
	Iteration 3Q: 3 clusters Score -232039.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -232095.421875 Penalty: 3763.305908
	Iteration 4Q: 3 clusters Score -232095.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -232138.578125 Penalty: 3763.305908
	Iteration 5Q: 3 clusters Score -232138.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -232174.515625 Penalty: 3763.305908
	Iteration 6Q: 3 clusters Score -232174.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -232198.328125 Penalty: 3763.305908
	Iteration 7Q: 3 clusters Score -232198.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -232210.187500 Penalty: 3763.305908
	Iteration 8Q: 3 clusters Score -232210.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -232224.328125 Penalty: 3763.305908
	Iteration 9Q: 3 clusters Score -232224.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -232235.062500 Penalty: 3763.305908
	Iteration 10Q: 3 clusters Score -232235.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -232247.343750 Penalty: 3763.305908
	Iteration 11Q: 3 clusters Score -232247.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -232256.859375 Penalty: 3763.305908
	Iteration 12Q: 3 clusters Score -232256.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -232263.593750 Penalty: 3763.305908
	Iteration 13Q: 3 clusters Score -232263.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -232268.015625 Penalty: 3763.305908
	Iteration 14Q: 3 clusters Score -232268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -232274.093750 Penalty: 3763.305908
	Iteration 15Q: 3 clusters Score -232274.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -232280.078125 Penalty: 3763.305908
	Iteration 16Q: 3 clusters Score -232280.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -232284.281250 Penalty: 3763.305908
	Iteration 17Q: 3 clusters Score -232284.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -232287.734375 Penalty: 3763.305908
	Iteration 18Q: 3 clusters Score -232287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -232289.125000 Penalty: 3763.305908
	Iteration 19Q: 3 clusters Score -232289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -232291.640625 Penalty: 3763.305908
	Iteration 20F: 3 clusters Score -232291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -232294.109375 Penalty: 3763.305908
	Iteration 21Q: 3 clusters Score -232294.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -232294.390625 Penalty: 3763.305908
	Iteration 22Q: 3 clusters Score -232294.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -232294.390625 Penalty: 3763.305908
	Iteration 23F: 3 clusters Score -232294.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -461991.062500 Penalty: 2049.498291
	Iteration 0F: 2 clusters Score -461991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -458205.250000 Penalty: 4098.996582
	Iteration 0F: 3 clusters Score -458205.2 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -459031.593750 Penalty: 4098.996582
	Iteration 1F: 3 clusters Score -459031.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -459243.562500 Penalty: 4098.996582
	Iteration 2F: 3 clusters Score -459243.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -459382.562500 Penalty: 4098.996582
	Iteration 3F: 3 clusters Score -459382.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -459495.062500 Penalty: 4098.996582
	Iteration 4Q: 3 clusters Score -459495.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -459617.875000 Penalty: 4098.996582
	Iteration 5Q: 3 clusters Score -459617.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -459741.281250 Penalty: 4098.996582
	Iteration 6Q: 3 clusters Score -459741.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -459860.000000 Penalty: 4098.996582
	Iteration 7Q: 3 clusters Score -459860 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -459971.718750 Penalty: 4098.996582
	Iteration 8Q: 3 clusters Score -459971.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -460078.500000 Penalty: 4098.996582
	Iteration 9Q: 3 clusters Score -460078.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -460164.281250 Penalty: 4098.996582
	Iteration 10Q: 3 clusters Score -460164.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -460257.593750 Penalty: 4098.996582
	Iteration 11Q: 3 clusters Score -460257.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -460320.562500 Penalty: 4098.996582
	Iteration 12Q: 3 clusters Score -460320.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -460372.406250 Penalty: 4098.996582
	Iteration 13Q: 3 clusters Score -460372.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -460424.562500 Penalty: 4098.996582
	Iteration 14Q: 3 clusters Score -460424.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -460471.437500 Penalty: 4098.996582
	Iteration 15Q: 3 clusters Score -460471.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -460499.156250 Penalty: 4098.996582
	Iteration 16Q: 3 clusters Score -460499.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -460514.875000 Penalty: 4098.996582
	Iteration 17Q: 3 clusters Score -460514.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -460533.437500 Penalty: 4098.996582
	Iteration 18Q: 3 clusters Score -460533.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -460547.218750 Penalty: 4098.996582
	Iteration 19Q: 3 clusters Score -460547.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -460559.156250 Penalty: 4098.996582
	Iteration 20F: 3 clusters Score -460559.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -460569.312500 Penalty: 4098.996582
	Iteration 21Q: 3 clusters Score -460569.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -460574.687500 Penalty: 4098.996582
	Iteration 22Q: 3 clusters Score -460574.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -460579.218750 Penalty: 4098.996582
	Iteration 23Q: 3 clusters Score -460579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -460581.437500 Penalty: 4098.996582
	Iteration 24Q: 3 clusters Score -460581.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -460584.312500 Penalty: 4098.996582
	Iteration 25Q: 3 clusters Score -460584.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -460584.375000 Penalty: 4098.996582
	Iteration 26Q: 3 clusters Score -460584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -460584.375000 Penalty: 4098.996582
	Iteration 27F: 3 clusters Score -460584.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (10663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Entering Unmasked Estep 
Score: -1294838.000000 Penalty: 2300.084717
	Iteration 0F: 2 clusters Score -1294838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1286759.750000 Penalty: 4600.169434
	Iteration 0F: 3 clusters Score -1286760 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1289073.625000 Penalty: 4600.169434
	Iteration 1F: 3 clusters Score -1289074 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1289422.375000 Penalty: 4600.169434
	Iteration 2F: 3 clusters Score -1289422 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1289676.500000 Penalty: 4600.169434
	Iteration 3F: 3 clusters Score -1289676 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1289932.125000 Penalty: 4600.169434
	Iteration 4Q: 3 clusters Score -1289932 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1290224.625000 Penalty: 4600.169434
	Iteration 5Q: 3 clusters Score -1290225 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1290509.125000 Penalty: 4600.169434
	Iteration 6Q: 3 clusters Score -1290509 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1290807.125000 Penalty: 4600.169434
	Iteration 7Q: 3 clusters Score -1290807 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1291107.375000 Penalty: 4600.169434
	Iteration 8Q: 3 clusters Score -1291107 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1291378.625000 Penalty: 4600.169434
	Iteration 9Q: 3 clusters Score -1291379 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1291572.125000 Penalty: 4600.169434
	Iteration 10Q: 3 clusters Score -1291572 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1291750.250000 Penalty: 4600.169434
	Iteration 11Q: 3 clusters Score -1291750 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1291897.250000 Penalty: 4600.169434
	Iteration 12Q: 3 clusters Score -1291897 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1292006.375000 Penalty: 4600.169434
	Iteration 13Q: 3 clusters Score -1292006 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1292102.625000 Penalty: 4600.169434
	Iteration 14Q: 3 clusters Score -1292103 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1292186.000000 Penalty: 4600.169434
	Iteration 15Q: 3 clusters Score -1292186 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1292259.000000 Penalty: 4600.169434
	Iteration 16Q: 3 clusters Score -1292259 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1292312.750000 Penalty: 4600.169434
	Iteration 17Q: 3 clusters Score -1292313 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1292372.250000 Penalty: 4600.169434
	Iteration 18Q: 3 clusters Score -1292372 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1292420.750000 Penalty: 4600.169434
	Iteration 19Q: 3 clusters Score -1292421 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1292468.375000 Penalty: 4600.169434
	Iteration 20F: 3 clusters Score -1292468 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1292518.875000 Penalty: 4600.169434
	Iteration 21Q: 3 clusters Score -1292519 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1292566.875000 Penalty: 4600.169434
	Iteration 22Q: 3 clusters Score -1292567 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1292605.375000 Penalty: 4600.169434
	Iteration 23Q: 3 clusters Score -1292605 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1292653.000000 Penalty: 4600.169434
	Iteration 24Q: 3 clusters Score -1292653 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1292688.500000 Penalty: 4600.169434
	Iteration 25Q: 3 clusters Score -1292688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1292719.250000 Penalty: 4600.169434
	Iteration 26Q: 3 clusters Score -1292719 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1292741.000000 Penalty: 4600.169434
	Iteration 27Q: 3 clusters Score -1292741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1292755.625000 Penalty: 4600.169434
	Iteration 28Q: 3 clusters Score -1292756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1292767.875000 Penalty: 4600.169434
	Iteration 29Q: 3 clusters Score -1292768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1292782.875000 Penalty: 4600.169434
	Iteration 30Q: 3 clusters Score -1292783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1292796.250000 Penalty: 4600.169434
	Iteration 31Q: 3 clusters Score -1292796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1292808.000000 Penalty: 4600.169434
	Iteration 32Q: 3 clusters Score -1292808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1292814.875000 Penalty: 4600.169434
	Iteration 33Q: 3 clusters Score -1292815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1292821.750000 Penalty: 4600.169434
	Iteration 34Q: 3 clusters Score -1292822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1292830.500000 Penalty: 4600.169434
	Iteration 35Q: 3 clusters Score -1292830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1292836.750000 Penalty: 4600.169434
	Iteration 36Q: 3 clusters Score -1292837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1292841.000000 Penalty: 4600.169434
	Iteration 37Q: 3 clusters Score -1292841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1292852.375000 Penalty: 4600.169434
	Iteration 38Q: 3 clusters Score -1292852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1292861.375000 Penalty: 4600.169434
	Iteration 39Q: 3 clusters Score -1292861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1292872.125000 Penalty: 4600.169434
	Iteration 40F: 3 clusters Score -1292872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1292886.375000 Penalty: 4600.169434
	Iteration 41Q: 3 clusters Score -1292886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1292901.625000 Penalty: 4600.169434
	Iteration 42Q: 3 clusters Score -1292902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1292909.250000 Penalty: 4600.169434
	Iteration 43Q: 3 clusters Score -1292909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1292914.875000 Penalty: 4600.169434
	Iteration 44Q: 3 clusters Score -1292915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1292916.625000 Penalty: 4600.169434
	Iteration 45Q: 3 clusters Score -1292917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1292917.125000 Penalty: 4600.169434
	Iteration 46Q: 3 clusters Score -1292917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1292921.375000 Penalty: 4600.169434
	Iteration 47Q: 3 clusters Score -1292921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1292920.750000 Penalty: 4600.169434
	Iteration 48Q: 3 clusters Score -1292921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1292920.125000 Penalty: 4600.169434
	Iteration 49Q: 3 clusters Score -1292920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1292922.375000 Penalty: 4600.169434
	Iteration 50Q: 3 clusters Score -1292922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1292922.375000 Penalty: 4600.169434
	Iteration 51F: 3 clusters Score -1292922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (6894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Entering Unmasked Estep 
Score: -818300.125000 Penalty: 2191.924805
	Iteration 0F: 2 clusters Score -818300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -812544.250000 Penalty: 4383.849609
	Iteration 0F: 3 clusters Score -812544.2 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -814044.875000 Penalty: 4383.849609
	Iteration 1F: 3 clusters Score -814044.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -814390.625000 Penalty: 4383.849609
	Iteration 2F: 3 clusters Score -814390.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -814693.500000 Penalty: 4383.849609
	Iteration 3F: 3 clusters Score -814693.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -814972.687500 Penalty: 4383.849609
	Iteration 4F: 3 clusters Score -814972.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -815259.625000 Penalty: 4383.849609
	Iteration 5F: 3 clusters Score -815259.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -815557.625000 Penalty: 4383.849609
	Iteration 6F: 3 clusters Score -815557.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -815824.187500 Penalty: 4383.849609
	Iteration 7Q: 3 clusters Score -815824.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -816021.000000 Penalty: 4383.849609
	Iteration 8Q: 3 clusters Score -816021 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -816178.000000 Penalty: 4383.849609
	Iteration 9Q: 3 clusters Score -816178 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -816311.000000 Penalty: 4383.849609
	Iteration 10Q: 3 clusters Score -816311 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -816411.062500 Penalty: 4383.849609
	Iteration 11Q: 3 clusters Score -816411.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -816514.437500 Penalty: 4383.849609
	Iteration 12Q: 3 clusters Score -816514.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -816602.875000 Penalty: 4383.849609
	Iteration 13Q: 3 clusters Score -816602.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -816703.875000 Penalty: 4383.849609
	Iteration 14Q: 3 clusters Score -816703.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -816827.812500 Penalty: 4383.849609
	Iteration 15Q: 3 clusters Score -816827.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -816918.250000 Penalty: 4383.849609
	Iteration 16Q: 3 clusters Score -816918.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -816995.750000 Penalty: 4383.849609
	Iteration 17Q: 3 clusters Score -816995.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -817051.937500 Penalty: 4383.849609
	Iteration 18Q: 3 clusters Score -817051.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -817101.875000 Penalty: 4383.849609
	Iteration 19Q: 3 clusters Score -817101.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -817152.375000 Penalty: 4383.849609
	Iteration 20F: 3 clusters Score -817152.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -817200.750000 Penalty: 4383.849609
	Iteration 21Q: 3 clusters Score -817200.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -817246.250000 Penalty: 4383.849609
	Iteration 22Q: 3 clusters Score -817246.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -817274.875000 Penalty: 4383.849609
	Iteration 23Q: 3 clusters Score -817274.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -817303.000000 Penalty: 4383.849609
	Iteration 24Q: 3 clusters Score -817303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -817315.312500 Penalty: 4383.849609
	Iteration 25Q: 3 clusters Score -817315.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -817326.125000 Penalty: 4383.849609
	Iteration 26Q: 3 clusters Score -817326.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -817343.187500 Penalty: 4383.849609
	Iteration 27Q: 3 clusters Score -817343.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -817356.687500 Penalty: 4383.849609
	Iteration 28Q: 3 clusters Score -817356.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -817370.437500 Penalty: 4383.849609
	Iteration 29Q: 3 clusters Score -817370.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -817380.500000 Penalty: 4383.849609
	Iteration 30Q: 3 clusters Score -817380.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -817393.500000 Penalty: 4383.849609
	Iteration 31Q: 3 clusters Score -817393.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -817407.687500 Penalty: 4383.849609
	Iteration 32Q: 3 clusters Score -817407.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -817421.500000 Penalty: 4383.849609
	Iteration 33Q: 3 clusters Score -817421.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -817436.312500 Penalty: 4383.849609
	Iteration 34Q: 3 clusters Score -817436.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -817447.937500 Penalty: 4383.849609
	Iteration 35Q: 3 clusters Score -817447.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -817459.875000 Penalty: 4383.849609
	Iteration 36Q: 3 clusters Score -817459.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -817466.875000 Penalty: 4383.849609
	Iteration 37Q: 3 clusters Score -817466.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -817471.187500 Penalty: 4383.849609
	Iteration 38Q: 3 clusters Score -817471.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -817474.250000 Penalty: 4383.849609
	Iteration 39Q: 3 clusters Score -817474.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -817479.875000 Penalty: 4383.849609
	Iteration 40F: 3 clusters Score -817479.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -817485.625000 Penalty: 4383.849609
	Iteration 41Q: 3 clusters Score -817485.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -817490.562500 Penalty: 4383.849609
	Iteration 42Q: 3 clusters Score -817490.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -817496.687500 Penalty: 4383.849609
	Iteration 43Q: 3 clusters Score -817496.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -817500.437500 Penalty: 4383.849609
	Iteration 44Q: 3 clusters Score -817500.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -817501.750000 Penalty: 4383.849609
	Iteration 45Q: 3 clusters Score -817501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -817504.312500 Penalty: 4383.849609
	Iteration 46Q: 3 clusters Score -817504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -817504.250000 Penalty: 4383.849609
	Iteration 47Q: 3 clusters Score -817504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -817504.312500 Penalty: 4383.849609
	Iteration 48Q: 3 clusters Score -817504.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -817508.750000 Penalty: 4383.849609
	Iteration 49Q: 3 clusters Score -817508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -817509.875000 Penalty: 4383.849609
	Iteration 50Q: 3 clusters Score -817509.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -817510.812500 Penalty: 4383.849609
	Iteration 51Q: 3 clusters Score -817510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -817509.812500 Penalty: 4383.849609
	Iteration 52Q: 3 clusters Score -817509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -817509.625000 Penalty: 4383.849609
	Iteration 53Q: 3 clusters Score -817509.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -817511.875000 Penalty: 4383.849609
	Iteration 54Q: 3 clusters Score -817511.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -817514.187500 Penalty: 4383.849609
	Iteration 55Q: 3 clusters Score -817514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -817512.812500 Penalty: 4383.849609
	Iteration 56Q: 3 clusters Score -817512.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -817512.812500 Penalty: 4383.849609
	Iteration 57F: 3 clusters Score -817512.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Entering Unmasked Estep 
Score: -621247.687500 Penalty: 2120.507568
	Iteration 0F: 2 clusters Score -621247.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -616625.687500 Penalty: 4241.015137
	Iteration 0F: 3 clusters Score -616625.7 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -617759.562500 Penalty: 4241.015137
	Iteration 1F: 3 clusters Score -617759.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -618003.687500 Penalty: 4241.015137
	Iteration 2F: 3 clusters Score -618003.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -618170.312500 Penalty: 4241.015137
	Iteration 3F: 3 clusters Score -618170.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -618316.562500 Penalty: 4241.015137
	Iteration 4Q: 3 clusters Score -618316.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -618423.312500 Penalty: 4241.015137
	Iteration 5Q: 3 clusters Score -618423.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -618546.312500 Penalty: 4241.015137
	Iteration 6Q: 3 clusters Score -618546.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -618656.812500 Penalty: 4241.015137
	Iteration 7Q: 3 clusters Score -618656.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -618770.000000 Penalty: 4241.015137
	Iteration 8Q: 3 clusters Score -618770 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -618900.687500 Penalty: 4241.015137
	Iteration 9Q: 3 clusters Score -618900.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -619009.312500 Penalty: 4241.015137
	Iteration 10Q: 3 clusters Score -619009.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -619091.125000 Penalty: 4241.015137
	Iteration 11Q: 3 clusters Score -619091.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -619152.437500 Penalty: 4241.015137
	Iteration 12Q: 3 clusters Score -619152.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -619204.687500 Penalty: 4241.015137
	Iteration 13Q: 3 clusters Score -619204.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -619252.937500 Penalty: 4241.015137
	Iteration 14Q: 3 clusters Score -619252.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -619308.750000 Penalty: 4241.015137
	Iteration 15Q: 3 clusters Score -619308.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -619363.937500 Penalty: 4241.015137
	Iteration 16Q: 3 clusters Score -619363.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -619409.812500 Penalty: 4241.015137
	Iteration 17Q: 3 clusters Score -619409.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -619459.250000 Penalty: 4241.015137
	Iteration 18Q: 3 clusters Score -619459.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -619511.375000 Penalty: 4241.015137
	Iteration 19Q: 3 clusters Score -619511.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -619557.812500 Penalty: 4241.015137
	Iteration 20F: 3 clusters Score -619557.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -619596.750000 Penalty: 4241.015137
	Iteration 21Q: 3 clusters Score -619596.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -619631.625000 Penalty: 4241.015137
	Iteration 22Q: 3 clusters Score -619631.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -619654.687500 Penalty: 4241.015137
	Iteration 23Q: 3 clusters Score -619654.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -619683.500000 Penalty: 4241.015137
	Iteration 24Q: 3 clusters Score -619683.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -619711.875000 Penalty: 4241.015137
	Iteration 25Q: 3 clusters Score -619711.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -619739.000000 Penalty: 4241.015137
	Iteration 26Q: 3 clusters Score -619739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -619765.187500 Penalty: 4241.015137
	Iteration 27Q: 3 clusters Score -619765.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -619793.937500 Penalty: 4241.015137
	Iteration 28Q: 3 clusters Score -619793.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -619811.937500 Penalty: 4241.015137
	Iteration 29Q: 3 clusters Score -619811.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -619833.312500 Penalty: 4241.015137
	Iteration 30Q: 3 clusters Score -619833.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -619862.250000 Penalty: 4241.015137
	Iteration 31Q: 3 clusters Score -619862.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -619897.937500 Penalty: 4241.015137
	Iteration 32Q: 3 clusters Score -619897.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -619940.437500 Penalty: 4241.015137
	Iteration 33Q: 3 clusters Score -619940.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -619999.000000 Penalty: 4241.015137
	Iteration 34Q: 3 clusters Score -619999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -620044.500000 Penalty: 4241.015137
	Iteration 35Q: 3 clusters Score -620044.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -620085.500000 Penalty: 4241.015137
	Iteration 36Q: 3 clusters Score -620085.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -620107.250000 Penalty: 4241.015137
	Iteration 37Q: 3 clusters Score -620107.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -620118.312500 Penalty: 4241.015137
	Iteration 38Q: 3 clusters Score -620118.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -620129.437500 Penalty: 4241.015137
	Iteration 39Q: 3 clusters Score -620129.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -620139.625000 Penalty: 4241.015137
	Iteration 40F: 3 clusters Score -620139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -620147.750000 Penalty: 4241.015137
	Iteration 41Q: 3 clusters Score -620147.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -620160.250000 Penalty: 4241.015137
	Iteration 42Q: 3 clusters Score -620160.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -620166.125000 Penalty: 4241.015137
	Iteration 43Q: 3 clusters Score -620166.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -620181.812500 Penalty: 4241.015137
	Iteration 44Q: 3 clusters Score -620181.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -620196.125000 Penalty: 4241.015137
	Iteration 45Q: 3 clusters Score -620196.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -620212.375000 Penalty: 4241.015137
	Iteration 46Q: 3 clusters Score -620212.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -620229.500000 Penalty: 4241.015137
	Iteration 47Q: 3 clusters Score -620229.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -620257.937500 Penalty: 4241.015137
	Iteration 48Q: 3 clusters Score -620257.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -620279.625000 Penalty: 4241.015137
	Iteration 49Q: 3 clusters Score -620279.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -620297.750000 Penalty: 4241.015137
	Iteration 50Q: 3 clusters Score -620297.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -620307.125000 Penalty: 4241.015137
	Iteration 51Q: 3 clusters Score -620307.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -620315.750000 Penalty: 4241.015137
	Iteration 52Q: 3 clusters Score -620315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -620319.437500 Penalty: 4241.015137
	Iteration 53Q: 3 clusters Score -620319.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -620321.875000 Penalty: 4241.015137
	Iteration 54Q: 3 clusters Score -620321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -620321.312500 Penalty: 4241.015137
	Iteration 55Q: 3 clusters Score -620321.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -620323.062500 Penalty: 4241.015137
	Iteration 56Q: 3 clusters Score -620323.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -620323.625000 Penalty: 4241.015137
	Iteration 57Q: 3 clusters Score -620323.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -620322.812500 Penalty: 4241.015137
	Iteration 58Q: 3 clusters Score -620322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -620324.750000 Penalty: 4241.015137
	Iteration 59Q: 3 clusters Score -620324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -620325.875000 Penalty: 4241.015137
	Iteration 60F: 3 clusters Score -620325.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (21109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Entering Unmasked Estep 
Score: -2629357.500000 Penalty: 2469.448730
	Iteration 0F: 2 clusters Score -2629358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2614478.000000 Penalty: 4938.897461
	Iteration 0F: 3 clusters Score -2614478 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2619467.250000 Penalty: 4938.897461
	Iteration 1F: 3 clusters Score -2619467 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2619857.250000 Penalty: 4938.897461
	Iteration 2F: 3 clusters Score -2619857 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2620157.750000 Penalty: 4938.897461
	Iteration 3Q: 3 clusters Score -2620158 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2620436.000000 Penalty: 4938.897461
	Iteration 4Q: 3 clusters Score -2620436 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2620669.000000 Penalty: 4938.897461
	Iteration 5Q: 3 clusters Score -2620669 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2620965.250000 Penalty: 4938.897461
	Iteration 6Q: 3 clusters Score -2620965 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2621317.500000 Penalty: 4938.897461
	Iteration 7Q: 3 clusters Score -2621318 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2621808.000000 Penalty: 4938.897461
	Iteration 8Q: 3 clusters Score -2621808 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2622523.750000 Penalty: 4938.897461
	Iteration 9F: 3 clusters Score -2622524 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2623527.000000 Penalty: 4938.897461
	Iteration 10F: 3 clusters Score -2623527 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2624668.250000 Penalty: 4938.897461
	Iteration 11F: 3 clusters Score -2624668 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2625661.000000 Penalty: 4938.897461
	Iteration 12F: 3 clusters Score -2625661 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2626371.500000 Penalty: 4938.897461
	Iteration 13Q: 3 clusters Score -2626372 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2626726.750000 Penalty: 4938.897461
	Iteration 14Q: 3 clusters Score -2626727 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2626927.250000 Penalty: 4938.897461
	Iteration 15Q: 3 clusters Score -2626927 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2627014.500000 Penalty: 4938.897461
	Iteration 16Q: 3 clusters Score -2627014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2627055.000000 Penalty: 4938.897461
	Iteration 17Q: 3 clusters Score -2627055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2627075.500000 Penalty: 4938.897461
	Iteration 18Q: 3 clusters Score -2627076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2627100.500000 Penalty: 4938.897461
	Iteration 19Q: 3 clusters Score -2627100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2627117.000000 Penalty: 4938.897461
	Iteration 20F: 3 clusters Score -2627117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2627131.750000 Penalty: 4938.897461
	Iteration 21Q: 3 clusters Score -2627132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2627142.500000 Penalty: 4938.897461
	Iteration 22Q: 3 clusters Score -2627142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2627160.500000 Penalty: 4938.897461
	Iteration 23Q: 3 clusters Score -2627160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2627171.500000 Penalty: 4938.897461
	Iteration 24Q: 3 clusters Score -2627172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2627178.500000 Penalty: 4938.897461
	Iteration 25Q: 3 clusters Score -2627178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2627190.500000 Penalty: 4938.897461
	Iteration 26Q: 3 clusters Score -2627190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2627195.250000 Penalty: 4938.897461
	Iteration 27Q: 3 clusters Score -2627195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2627196.750000 Penalty: 4938.897461
	Iteration 28Q: 3 clusters Score -2627197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2627201.250000 Penalty: 4938.897461
	Iteration 29Q: 3 clusters Score -2627201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2627214.750000 Penalty: 4938.897461
	Iteration 30Q: 3 clusters Score -2627215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2627221.250000 Penalty: 4938.897461
	Iteration 31Q: 3 clusters Score -2627221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2627217.500000 Penalty: 4938.897461
	Iteration 32Q: 3 clusters Score -2627218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2627219.500000 Penalty: 4938.897461
	Iteration 33Q: 3 clusters Score -2627220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2627224.250000 Penalty: 4938.897461
	Iteration 34Q: 3 clusters Score -2627224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2627224.250000 Penalty: 4938.897461
	Iteration 35F: 3 clusters Score -2627224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (33475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Entering Unmasked Estep 
Score: -3998862.500000 Penalty: 2583.801514
	Iteration 0F: 2 clusters Score -3998862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3976171.750000 Penalty: 5167.603027
	Iteration 0F: 3 clusters Score -3976172 nChanged 15015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3984406.750000 Penalty: 5167.603027
	Iteration 1F: 3 clusters Score -3984407 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3984981.500000 Penalty: 5167.603027
	Iteration 2Q: 3 clusters Score -3984982 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -3985710.250000 Penalty: 5167.603027
	Iteration 3Q: 3 clusters Score -3985710 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3986612.250000 Penalty: 5167.603027
	Iteration 4F: 3 clusters Score -3986612 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3987721.500000 Penalty: 5167.603027
	Iteration 5F: 3 clusters Score -3987722 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3989114.750000 Penalty: 5167.603027
	Iteration 6F: 3 clusters Score -3989115 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3990858.500000 Penalty: 5167.603027
	Iteration 7F: 3 clusters Score -3990858 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3992682.750000 Penalty: 5167.603027
	Iteration 8F: 3 clusters Score -3992683 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -3994174.000000 Penalty: 5167.603027
	Iteration 9F: 3 clusters Score -3994174 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -3995203.750000 Penalty: 5167.603027
	Iteration 10Q: 3 clusters Score -3995204 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -3995825.500000 Penalty: 5167.603027
	Iteration 11Q: 3 clusters Score -3995826 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -3996183.500000 Penalty: 5167.603027
	Iteration 12Q: 3 clusters Score -3996184 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -3996392.500000 Penalty: 5167.603027
	Iteration 13Q: 3 clusters Score -3996392 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -3996505.750000 Penalty: 5167.603027
	Iteration 14Q: 3 clusters Score -3996506 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -3996619.000000 Penalty: 5167.603027
	Iteration 15Q: 3 clusters Score -3996619 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -3996699.750000 Penalty: 5167.603027
	Iteration 16Q: 3 clusters Score -3996700 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -3996763.750000 Penalty: 5167.603027
	Iteration 17Q: 3 clusters Score -3996764 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -3996803.500000 Penalty: 5167.603027
	Iteration 18Q: 3 clusters Score -3996804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -3996849.750000 Penalty: 5167.603027
	Iteration 19Q: 3 clusters Score -3996850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -3996868.000000 Penalty: 5167.603027
	Iteration 20F: 3 clusters Score -3996868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3996891.500000 Penalty: 5167.603027
	Iteration 21Q: 3 clusters Score -3996892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -3996909.000000 Penalty: 5167.603027
	Iteration 22Q: 3 clusters Score -3996909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -3996929.500000 Penalty: 5167.603027
	Iteration 23Q: 3 clusters Score -3996930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -3996953.500000 Penalty: 5167.603027
	Iteration 24Q: 3 clusters Score -3996954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -3996968.750000 Penalty: 5167.603027
	Iteration 25Q: 3 clusters Score -3996969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -3996983.250000 Penalty: 5167.603027
	Iteration 26Q: 3 clusters Score -3996983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -3996998.500000 Penalty: 5167.603027
	Iteration 27Q: 3 clusters Score -3996998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -3997008.750000 Penalty: 5167.603027
	Iteration 28Q: 3 clusters Score -3997009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -3997023.750000 Penalty: 5167.603027
	Iteration 29Q: 3 clusters Score -3997024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -3997036.000000 Penalty: 5167.603027
	Iteration 30Q: 3 clusters Score -3997036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -3997050.500000 Penalty: 5167.603027
	Iteration 31Q: 3 clusters Score -3997050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -3997084.250000 Penalty: 5167.603027
	Iteration 32Q: 3 clusters Score -3997084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -3997106.000000 Penalty: 5167.603027
	Iteration 33Q: 3 clusters Score -3997106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -3997126.250000 Penalty: 5167.603027
	Iteration 34Q: 3 clusters Score -3997126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -3997147.500000 Penalty: 5167.603027
	Iteration 35Q: 3 clusters Score -3997148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -3997163.000000 Penalty: 5167.603027
	Iteration 36Q: 3 clusters Score -3997163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -3997181.250000 Penalty: 5167.603027
	Iteration 37Q: 3 clusters Score -3997181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -3997189.250000 Penalty: 5167.603027
	Iteration 38Q: 3 clusters Score -3997189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -3997193.500000 Penalty: 5167.603027
	Iteration 39Q: 3 clusters Score -3997194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -3997199.500000 Penalty: 5167.603027
	Iteration 40F: 3 clusters Score -3997200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -3997206.250000 Penalty: 5167.603027
	Iteration 41Q: 3 clusters Score -3997206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -3997209.250000 Penalty: 5167.603027
	Iteration 42Q: 3 clusters Score -3997209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -3997216.500000 Penalty: 5167.603027
	Iteration 43Q: 3 clusters Score -3997216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -3997219.750000 Penalty: 5167.603027
	Iteration 44Q: 3 clusters Score -3997220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -3997221.000000 Penalty: 5167.603027
	Iteration 45Q: 3 clusters Score -3997221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -3997223.750000 Penalty: 5167.603027
	Iteration 46Q: 3 clusters Score -3997224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -3997221.500000 Penalty: 5167.603027
	Iteration 47Q: 3 clusters Score -3997222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -3997221.000000 Penalty: 5167.603027
	Iteration 48Q: 3 clusters Score -3997221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -3997223.250000 Penalty: 5167.603027
	Iteration 49Q: 3 clusters Score -3997223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -3997223.250000 Penalty: 5167.603027
	Iteration 50F: 3 clusters Score -3997223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -375993.437500 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -375993.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -373186.062500 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -373186.1 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -373789.812500 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -373789.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -374055.937500 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -374055.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -374389.406250 Penalty: 3852.562988
	Iteration 3F: 3 clusters Score -374389.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -374623.781250 Penalty: 3852.562988
	Iteration 4F: 3 clusters Score -374623.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -374820.406250 Penalty: 3852.562988
	Iteration 5F: 3 clusters Score -374820.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -375006.687500 Penalty: 3852.562988
	Iteration 6F: 3 clusters Score -375006.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -375147.375000 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -375147.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -375277.687500 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -375277.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -375351.937500 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -375351.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -375398.562500 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -375398.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -375432.625000 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -375432.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -375449.625000 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -375449.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -375454.281250 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -375454.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -375454.750000 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -375454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -375455.062500 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -375455.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -375456.187500 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -375456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -375462.062500 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -375462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -375463.687500 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -375463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -375464.093750 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -375464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -375464.937500 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -375464.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -375464.562500 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -375464.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -375465.156250 Penalty: 3852.562988
	Iteration 22Q: 3 clusters Score -375465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -375466.625000 Penalty: 3852.562988
	Iteration 23Q: 3 clusters Score -375466.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -375466.625000 Penalty: 3852.562988
	Iteration 24F: 3 clusters Score -375466.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -222274.109375 Penalty: 1869.414673
	Iteration 0F: 2 clusters Score -222274.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -219712.468750 Penalty: 3738.829346
	Iteration 0F: 3 clusters Score -219712.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -220204.875000 Penalty: 3738.829346
	Iteration 1F: 3 clusters Score -220204.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -220392.281250 Penalty: 3738.829346
	Iteration 2F: 3 clusters Score -220392.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -220507.000000 Penalty: 3738.829346
	Iteration 3F: 3 clusters Score -220507 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -220589.734375 Penalty: 3738.829346
	Iteration 4Q: 3 clusters Score -220589.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -220636.390625 Penalty: 3738.829346
	Iteration 5Q: 3 clusters Score -220636.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -220678.265625 Penalty: 3738.829346
	Iteration 6Q: 3 clusters Score -220678.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -220738.687500 Penalty: 3738.829346
	Iteration 7Q: 3 clusters Score -220738.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -220787.750000 Penalty: 3738.829346
	Iteration 8Q: 3 clusters Score -220787.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -220823.000000 Penalty: 3738.829346
	Iteration 9Q: 3 clusters Score -220823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -220847.890625 Penalty: 3738.829346
	Iteration 10Q: 3 clusters Score -220847.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -220867.812500 Penalty: 3738.829346
	Iteration 11Q: 3 clusters Score -220867.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -220875.765625 Penalty: 3738.829346
	Iteration 12Q: 3 clusters Score -220875.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -220883.500000 Penalty: 3738.829346
	Iteration 13Q: 3 clusters Score -220883.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -220893.171875 Penalty: 3738.829346
	Iteration 14Q: 3 clusters Score -220893.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -220904.421875 Penalty: 3738.829346
	Iteration 15Q: 3 clusters Score -220904.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -220920.000000 Penalty: 3738.829346
	Iteration 16Q: 3 clusters Score -220920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -220937.625000 Penalty: 3738.829346
	Iteration 17Q: 3 clusters Score -220937.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -220950.046875 Penalty: 3738.829346
	Iteration 18Q: 3 clusters Score -220950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -220954.453125 Penalty: 3738.829346
	Iteration 19Q: 3 clusters Score -220954.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -220956.843750 Penalty: 3738.829346
	Iteration 20F: 3 clusters Score -220956.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -220957.921875 Penalty: 3738.829346
	Iteration 21Q: 3 clusters Score -220957.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -220958.453125 Penalty: 3738.829346
	Iteration 22Q: 3 clusters Score -220958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -220958.359375 Penalty: 3738.829346
	Iteration 23Q: 3 clusters Score -220958.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -220958.359375 Penalty: 3738.829346
	Iteration 24F: 3 clusters Score -220958.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -105518.382812 Penalty: 1621.099487
	Iteration 0F: 2 clusters Score -105518.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103848.156250 Penalty: 3242.198975
	Iteration 0F: 3 clusters Score -103848.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -104180.851562 Penalty: 3242.198975
	Iteration 1F: 3 clusters Score -104180.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -104430.882812 Penalty: 3242.198975
	Iteration 2F: 3 clusters Score -104430.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -104752.320312 Penalty: 3242.198975
	Iteration 3F: 3 clusters Score -104752.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -105157.585938 Penalty: 3242.198975
	Iteration 4F: 3 clusters Score -105157.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105487.304688 Penalty: 3242.198975
	Iteration 5F: 3 clusters Score -105487.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105673.148438 Penalty: 3242.198975
	Iteration 6Q: 3 clusters Score -105673.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105839.804688 Penalty: 3242.198975
	Iteration 7Q: 3 clusters Score -105839.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105898.500000 Penalty: 3242.198975
	Iteration 8Q: 3 clusters Score -105898.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105925.546875 Penalty: 3242.198975
	Iteration 9Q: 3 clusters Score -105925.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105936.734375 Penalty: 3242.198975
	Iteration 10Q: 3 clusters Score -105936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105944.804688 Penalty: 3242.198975
	Iteration 11Q: 3 clusters Score -105944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105948.570312 Penalty: 3242.198975
	Iteration 12Q: 3 clusters Score -105948.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105948.570312 Penalty: 3242.198975
	Iteration 13F: 3 clusters Score -105948.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 252 members 
Mstep: Class 84 contains 438 members 
Entering Unmasked Estep 
Score: -154541872.000000 Penalty: 293480.187500
Splitting cluster 83 changes total score from -154543520.000000 to -154541872.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 439Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 440F: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 441Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 442Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 443Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 444Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 445Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 446Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 447Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 448Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 449Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 450Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 451Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 452Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 453Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 454Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 455Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 456Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 457Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 458Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 459Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 460F: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 461Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 462Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 463Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 464Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 465Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 466Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 467Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 468Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 469Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 470Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 471Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 472Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 473Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 474Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 475Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 476Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 477Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 478Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering ConstructFrom: 
Score: -154543520.000000 Penalty: 289986.375000
Entering ConstructFrom: 
Trying to split cluster 1 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -941205.500000 Penalty: 2227.301270
	Iteration 0F: 2 clusters Score -941205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -934860.500000 Penalty: 4454.602539
	Iteration 0F: 3 clusters Score -934860.5 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -936538.812500 Penalty: 4454.602539
	Iteration 1F: 3 clusters Score -936538.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -936838.562500 Penalty: 4454.602539
	Iteration 2F: 3 clusters Score -936838.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -937095.625000 Penalty: 4454.602539
	Iteration 3F: 3 clusters Score -937095.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -937390.562500 Penalty: 4454.602539
	Iteration 4F: 3 clusters Score -937390.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -937697.687500 Penalty: 4454.602539
	Iteration 5F: 3 clusters Score -937697.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -937994.375000 Penalty: 4454.602539
	Iteration 6F: 3 clusters Score -937994.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -938248.187500 Penalty: 4454.602539
	Iteration 7Q: 3 clusters Score -938248.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -938457.875000 Penalty: 4454.602539
	Iteration 8Q: 3 clusters Score -938457.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -938623.750000 Penalty: 4454.602539
	Iteration 9Q: 3 clusters Score -938623.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -938764.375000 Penalty: 4454.602539
	Iteration 10Q: 3 clusters Score -938764.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -938891.937500 Penalty: 4454.602539
	Iteration 11Q: 3 clusters Score -938891.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -939014.125000 Penalty: 4454.602539
	Iteration 12Q: 3 clusters Score -939014.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -939108.000000 Penalty: 4454.602539
	Iteration 13Q: 3 clusters Score -939108 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -939174.750000 Penalty: 4454.602539
	Iteration 14Q: 3 clusters Score -939174.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -939221.500000 Penalty: 4454.602539
	Iteration 15Q: 3 clusters Score -939221.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -939254.750000 Penalty: 4454.602539
	Iteration 16Q: 3 clusters Score -939254.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -939271.125000 Penalty: 4454.602539
	Iteration 17Q: 3 clusters Score -939271.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -939285.687500 Penalty: 4454.602539
	Iteration 18Q: 3 clusters Score -939285.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -939304.375000 Penalty: 4454.602539
	Iteration 19Q: 3 clusters Score -939304.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -939321.562500 Penalty: 4454.602539
	Iteration 20F: 3 clusters Score -939321.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -939336.187500 Penalty: 4454.602539
	Iteration 21Q: 3 clusters Score -939336.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -939348.187500 Penalty: 4454.602539
	Iteration 22Q: 3 clusters Score -939348.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -939364.250000 Penalty: 4454.602539
	Iteration 23Q: 3 clusters Score -939364.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -939374.562500 Penalty: 4454.602539
	Iteration 24Q: 3 clusters Score -939374.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -939378.625000 Penalty: 4454.602539
	Iteration 25Q: 3 clusters Score -939378.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -939390.562500 Penalty: 4454.602539
	Iteration 26Q: 3 clusters Score -939390.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -939399.812500 Penalty: 4454.602539
	Iteration 27Q: 3 clusters Score -939399.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -939405.500000 Penalty: 4454.602539
	Iteration 28Q: 3 clusters Score -939405.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -939408.250000 Penalty: 4454.602539
	Iteration 29Q: 3 clusters Score -939408.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -939413.812500 Penalty: 4454.602539
	Iteration 30Q: 3 clusters Score -939413.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -939418.625000 Penalty: 4454.602539
	Iteration 31Q: 3 clusters Score -939418.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -939421.687500 Penalty: 4454.602539
	Iteration 32Q: 3 clusters Score -939421.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -939424.500000 Penalty: 4454.602539
	Iteration 33Q: 3 clusters Score -939424.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -939428.000000 Penalty: 4454.602539
	Iteration 34Q: 3 clusters Score -939428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -939429.812500 Penalty: 4454.602539
	Iteration 35Q: 3 clusters Score -939429.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -939430.562500 Penalty: 4454.602539
	Iteration 36Q: 3 clusters Score -939430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -939433.312500 Penalty: 4454.602539
	Iteration 37Q: 3 clusters Score -939433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -939433.375000 Penalty: 4454.602539
	Iteration 38Q: 3 clusters Score -939433.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -939433.937500 Penalty: 4454.602539
	Iteration 39Q: 3 clusters Score -939433.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -939438.812500 Penalty: 4454.602539
	Iteration 40F: 3 clusters Score -939438.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -939440.375000 Penalty: 4454.602539
	Iteration 41Q: 3 clusters Score -939440.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -939445.187500 Penalty: 4454.602539
	Iteration 42Q: 3 clusters Score -939445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -939445.375000 Penalty: 4454.602539
	Iteration 43Q: 3 clusters Score -939445.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -939447.687500 Penalty: 4454.602539
	Iteration 44Q: 3 clusters Score -939447.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -939448.812500 Penalty: 4454.602539
	Iteration 45Q: 3 clusters Score -939448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -939450.250000 Penalty: 4454.602539
	Iteration 46Q: 3 clusters Score -939450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -939452.437500 Penalty: 4454.602539
	Iteration 47Q: 3 clusters Score -939452.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -939452.750000 Penalty: 4454.602539
	Iteration 48Q: 3 clusters Score -939452.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -939453.437500 Penalty: 4454.602539
	Iteration 49Q: 3 clusters Score -939453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -939454.125000 Penalty: 4454.602539
	Iteration 50Q: 3 clusters Score -939454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -939453.625000 Penalty: 4454.602539
	Iteration 51Q: 3 clusters Score -939453.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -939454.375000 Penalty: 4454.602539
	Iteration 52Q: 3 clusters Score -939454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -939455.312500 Penalty: 4454.602539
	Iteration 53Q: 3 clusters Score -939455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -939455.125000 Penalty: 4454.602539
	Iteration 54Q: 3 clusters Score -939455.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -939455.125000 Penalty: 4454.602539
	Iteration 55F: 3 clusters Score -939455.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -209268.187500 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -209268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -206813.890625 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -206813.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -207205.765625 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -207205.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -207332.734375 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -207332.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -207425.390625 Penalty: 3708.611084
	Iteration 3F: 3 clusters Score -207425.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -207490.859375 Penalty: 3708.611084
	Iteration 4Q: 3 clusters Score -207490.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -207539.421875 Penalty: 3708.611084
	Iteration 5Q: 3 clusters Score -207539.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -207589.343750 Penalty: 3708.611084
	Iteration 6Q: 3 clusters Score -207589.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -207649.593750 Penalty: 3708.611084
	Iteration 7Q: 3 clusters Score -207649.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -207698.546875 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -207698.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -207742.203125 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -207742.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -207778.328125 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -207778.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -207800.531250 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -207800.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -207830.062500 Penalty: 3708.611084
	Iteration 12Q: 3 clusters Score -207830.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -207856.484375 Penalty: 3708.611084
	Iteration 13Q: 3 clusters Score -207856.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -207869.875000 Penalty: 3708.611084
	Iteration 14Q: 3 clusters Score -207869.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -207882.562500 Penalty: 3708.611084
	Iteration 15Q: 3 clusters Score -207882.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -207893.203125 Penalty: 3708.611084
	Iteration 16Q: 3 clusters Score -207893.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -207898.937500 Penalty: 3708.611084
	Iteration 17Q: 3 clusters Score -207898.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -207906.046875 Penalty: 3708.611084
	Iteration 18Q: 3 clusters Score -207906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -207910.328125 Penalty: 3708.611084
	Iteration 19Q: 3 clusters Score -207910.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -207915.453125 Penalty: 3708.611084
	Iteration 20F: 3 clusters Score -207915.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -207921.234375 Penalty: 3708.611084
	Iteration 21Q: 3 clusters Score -207921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -207932.750000 Penalty: 3708.611084
	Iteration 22Q: 3 clusters Score -207932.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -207939.875000 Penalty: 3708.611084
	Iteration 23Q: 3 clusters Score -207939.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -207947.609375 Penalty: 3708.611084
	Iteration 24Q: 3 clusters Score -207947.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -207953.890625 Penalty: 3708.611084
	Iteration 25Q: 3 clusters Score -207953.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -207960.859375 Penalty: 3708.611084
	Iteration 26Q: 3 clusters Score -207960.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -207963.859375 Penalty: 3708.611084
	Iteration 27Q: 3 clusters Score -207963.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -207967.171875 Penalty: 3708.611084
	Iteration 28Q: 3 clusters Score -207967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -207967.906250 Penalty: 3708.611084
	Iteration 29Q: 3 clusters Score -207967.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -207967.906250 Penalty: 3708.611084
	Iteration 30F: 3 clusters Score -207967.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Entering Unmasked Estep 
Score: -5373412.000000 Penalty: 2654.610840
	Iteration 0F: 2 clusters Score -5373412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -5343370.000000 Penalty: 5309.221680
	Iteration 0F: 3 clusters Score -5343370 nChanged 20446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -5354722.000000 Penalty: 5309.221680
	Iteration 1F: 3 clusters Score -5354722 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -5355515.000000 Penalty: 5309.221680
	Iteration 2Q: 3 clusters Score -5355515 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -5356487.500000 Penalty: 5309.221680
	Iteration 3Q: 3 clusters Score -5356488 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -5357722.500000 Penalty: 5309.221680
	Iteration 4F: 3 clusters Score -5357722 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -5359605.000000 Penalty: 5309.221680
	Iteration 5F: 3 clusters Score -5359605 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -5362084.000000 Penalty: 5309.221680
	Iteration 6F: 3 clusters Score -5362084 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -5364613.000000 Penalty: 5309.221680
	Iteration 7F: 3 clusters Score -5364613 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -5366813.500000 Penalty: 5309.221680
	Iteration 8F: 3 clusters Score -5366814 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -5368647.500000 Penalty: 5309.221680
	Iteration 9Q: 3 clusters Score -5368648 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -5369719.000000 Penalty: 5309.221680
	Iteration 10Q: 3 clusters Score -5369719 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -5370483.000000 Penalty: 5309.221680
	Iteration 11Q: 3 clusters Score -5370483 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -5370942.000000 Penalty: 5309.221680
	Iteration 12Q: 3 clusters Score -5370942 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -5371269.000000 Penalty: 5309.221680
	Iteration 13Q: 3 clusters Score -5371269 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -5371509.000000 Penalty: 5309.221680
	Iteration 14Q: 3 clusters Score -5371509 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -5371739.000000 Penalty: 5309.221680
	Iteration 15Q: 3 clusters Score -5371739 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -5371958.000000 Penalty: 5309.221680
	Iteration 16Q: 3 clusters Score -5371958 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -5372173.000000 Penalty: 5309.221680
	Iteration 17Q: 3 clusters Score -5372173 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -5372341.500000 Penalty: 5309.221680
	Iteration 18Q: 3 clusters Score -5372342 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -5372488.500000 Penalty: 5309.221680
	Iteration 19Q: 3 clusters Score -5372488 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -5372576.500000 Penalty: 5309.221680
	Iteration 20F: 3 clusters Score -5372576 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -5372671.500000 Penalty: 5309.221680
	Iteration 21Q: 3 clusters Score -5372672 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -5372782.500000 Penalty: 5309.221680
	Iteration 22Q: 3 clusters Score -5372782 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -5372852.500000 Penalty: 5309.221680
	Iteration 23Q: 3 clusters Score -5372852 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -5372919.500000 Penalty: 5309.221680
	Iteration 24Q: 3 clusters Score -5372920 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -5372968.000000 Penalty: 5309.221680
	Iteration 25Q: 3 clusters Score -5372968 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -5373026.500000 Penalty: 5309.221680
	Iteration 26Q: 3 clusters Score -5373026 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -5373119.000000 Penalty: 5309.221680
	Iteration 27Q: 3 clusters Score -5373119 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -5373215.500000 Penalty: 5309.221680
	Iteration 28Q: 3 clusters Score -5373216 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -5373327.000000 Penalty: 5309.221680
	Iteration 29Q: 3 clusters Score -5373327 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -5373442.000000 Penalty: 5309.221680
	Iteration 30Q: 3 clusters Score -5373442 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5373510.000000 Penalty: 5309.221680
	Iteration 31Q: 3 clusters Score -5373510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -5373543.500000 Penalty: 5309.221680
	Iteration 32Q: 3 clusters Score -5373544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -5373558.000000 Penalty: 5309.221680
	Iteration 33Q: 3 clusters Score -5373558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -5373586.000000 Penalty: 5309.221680
	Iteration 34Q: 3 clusters Score -5373586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -5373584.500000 Penalty: 5309.221680
	Iteration 35Q: 3 clusters Score -5373584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -5373601.500000 Penalty: 5309.221680
	Iteration 36Q: 3 clusters Score -5373602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -5373595.000000 Penalty: 5309.221680
	Iteration 37Q: 3 clusters Score -5373595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -5373605.000000 Penalty: 5309.221680
	Iteration 38Q: 3 clusters Score -5373605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -5373601.500000 Penalty: 5309.221680
	Iteration 39Q: 3 clusters Score -5373602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -5373610.000000 Penalty: 5309.221680
	Iteration 40F: 3 clusters Score -5373610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -5373611.500000 Penalty: 5309.221680
	Iteration 41Q: 3 clusters Score -5373612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -5373611.500000 Penalty: 5309.221680
	Iteration 42F: 3 clusters Score -5373612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 2721 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 41816 members 
Entering Unmasked Estep 
Score: -154542768.000000 Penalty: 293480.187500
Splitting cluster 3 changes total score from -154543520.000000 to -154542768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (22590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Entering Unmasked Estep 
Score: -2713152.000000 Penalty: 2486.265137
	Iteration 0F: 2 clusters Score -2713152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2697412.500000 Penalty: 4972.530273
	Iteration 0F: 3 clusters Score -2697412 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2702968.000000 Penalty: 4972.530273
	Iteration 1F: 3 clusters Score -2702968 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2703512.250000 Penalty: 4972.530273
	Iteration 2F: 3 clusters Score -2703512 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2704020.750000 Penalty: 4972.530273
	Iteration 3F: 3 clusters Score -2704021 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2704590.750000 Penalty: 4972.530273
	Iteration 4F: 3 clusters Score -2704591 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2705212.750000 Penalty: 4972.530273
	Iteration 5F: 3 clusters Score -2705213 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2705863.250000 Penalty: 4972.530273
	Iteration 6Q: 3 clusters Score -2705863 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2706598.750000 Penalty: 4972.530273
	Iteration 7Q: 3 clusters Score -2706599 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2707348.250000 Penalty: 4972.530273
	Iteration 8Q: 3 clusters Score -2707348 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2708081.500000 Penalty: 4972.530273
	Iteration 9Q: 3 clusters Score -2708082 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2708809.500000 Penalty: 4972.530273
	Iteration 10Q: 3 clusters Score -2708810 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2709589.250000 Penalty: 4972.530273
	Iteration 11Q: 3 clusters Score -2709589 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2710328.250000 Penalty: 4972.530273
	Iteration 12Q: 3 clusters Score -2710328 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2710994.500000 Penalty: 4972.530273
	Iteration 13Q: 3 clusters Score -2710994 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2711510.750000 Penalty: 4972.530273
	Iteration 14Q: 3 clusters Score -2711511 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2711888.000000 Penalty: 4972.530273
	Iteration 15Q: 3 clusters Score -2711888 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2712177.000000 Penalty: 4972.530273
	Iteration 16Q: 3 clusters Score -2712177 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2712373.750000 Penalty: 4972.530273
	Iteration 17Q: 3 clusters Score -2712374 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2712499.250000 Penalty: 4972.530273
	Iteration 18Q: 3 clusters Score -2712499 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2712601.000000 Penalty: 4972.530273
	Iteration 19Q: 3 clusters Score -2712601 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2712665.000000 Penalty: 4972.530273
	Iteration 20F: 3 clusters Score -2712665 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2712718.500000 Penalty: 4972.530273
	Iteration 21Q: 3 clusters Score -2712718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2712752.750000 Penalty: 4972.530273
	Iteration 22Q: 3 clusters Score -2712753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2712760.250000 Penalty: 4972.530273
	Iteration 23Q: 3 clusters Score -2712760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2712768.250000 Penalty: 4972.530273
	Iteration 24Q: 3 clusters Score -2712768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2712777.750000 Penalty: 4972.530273
	Iteration 25Q: 3 clusters Score -2712778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2712775.500000 Penalty: 4972.530273
	Iteration 26Q: 3 clusters Score -2712776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2712774.500000 Penalty: 4972.530273
	Iteration 27Q: 3 clusters Score -2712774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2712771.750000 Penalty: 4972.530273
	Iteration 28Q: 3 clusters Score -2712772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2712777.250000 Penalty: 4972.530273
	Iteration 29Q: 3 clusters Score -2712777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2712777.250000 Penalty: 4972.530273
	Iteration 30Q: 3 clusters Score -2712777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2712779.250000 Penalty: 4972.530273
	Iteration 31Q: 3 clusters Score -2712779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2712783.250000 Penalty: 4972.530273
	Iteration 32Q: 3 clusters Score -2712783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2712780.750000 Penalty: 4972.530273
	Iteration 33Q: 3 clusters Score -2712781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2712782.250000 Penalty: 4972.530273
	Iteration 34Q: 3 clusters Score -2712782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2712781.500000 Penalty: 4972.530273
	Iteration 35Q: 3 clusters Score -2712782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2712781.500000 Penalty: 4972.530273
	Iteration 36F: 3 clusters Score -2712782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Entering Unmasked Estep 
Score: -727030.062500 Penalty: 2169.500977
	Iteration 0F: 2 clusters Score -727030.1 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 3171 members 
Entering Unmasked Estep 
Score: -721667.812500 Penalty: 4339.001953
	Iteration 0F: 3 clusters Score -721667.8 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -723043.312500 Penalty: 4339.001953
	Iteration 1F: 3 clusters Score -723043.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -723335.750000 Penalty: 4339.001953
	Iteration 2F: 3 clusters Score -723335.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -723590.437500 Penalty: 4339.001953
	Iteration 3F: 3 clusters Score -723590.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -723808.125000 Penalty: 4339.001953
	Iteration 4F: 3 clusters Score -723808.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -724015.187500 Penalty: 4339.001953
	Iteration 5Q: 3 clusters Score -724015.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -724199.875000 Penalty: 4339.001953
	Iteration 6Q: 3 clusters Score -724199.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -724352.812500 Penalty: 4339.001953
	Iteration 7Q: 3 clusters Score -724352.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -724470.375000 Penalty: 4339.001953
	Iteration 8Q: 3 clusters Score -724470.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -724570.187500 Penalty: 4339.001953
	Iteration 9Q: 3 clusters Score -724570.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -724649.437500 Penalty: 4339.001953
	Iteration 10Q: 3 clusters Score -724649.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -724721.437500 Penalty: 4339.001953
	Iteration 11Q: 3 clusters Score -724721.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -724782.500000 Penalty: 4339.001953
	Iteration 12Q: 3 clusters Score -724782.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -724828.750000 Penalty: 4339.001953
	Iteration 13Q: 3 clusters Score -724828.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -724861.687500 Penalty: 4339.001953
	Iteration 14Q: 3 clusters Score -724861.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -724878.562500 Penalty: 4339.001953
	Iteration 15Q: 3 clusters Score -724878.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -724892.812500 Penalty: 4339.001953
	Iteration 16Q: 3 clusters Score -724892.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -724905.562500 Penalty: 4339.001953
	Iteration 17Q: 3 clusters Score -724905.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -724923.125000 Penalty: 4339.001953
	Iteration 18Q: 3 clusters Score -724923.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -724938.500000 Penalty: 4339.001953
	Iteration 19Q: 3 clusters Score -724938.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -724948.312500 Penalty: 4339.001953
	Iteration 20F: 3 clusters Score -724948.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -724958.187500 Penalty: 4339.001953
	Iteration 21Q: 3 clusters Score -724958.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -724966.625000 Penalty: 4339.001953
	Iteration 22Q: 3 clusters Score -724966.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -724973.437500 Penalty: 4339.001953
	Iteration 23Q: 3 clusters Score -724973.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -724979.875000 Penalty: 4339.001953
	Iteration 24Q: 3 clusters Score -724979.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -724984.937500 Penalty: 4339.001953
	Iteration 25Q: 3 clusters Score -724984.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -724995.500000 Penalty: 4339.001953
	Iteration 26Q: 3 clusters Score -724995.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -725001.000000 Penalty: 4339.001953
	Iteration 27Q: 3 clusters Score -725001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -725007.875000 Penalty: 4339.001953
	Iteration 28Q: 3 clusters Score -725007.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -725015.812500 Penalty: 4339.001953
	Iteration 29Q: 3 clusters Score -725015.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -725019.875000 Penalty: 4339.001953
	Iteration 30Q: 3 clusters Score -725019.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -725023.875000 Penalty: 4339.001953
	Iteration 31Q: 3 clusters Score -725023.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -725027.375000 Penalty: 4339.001953
	Iteration 32Q: 3 clusters Score -725027.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -725028.312500 Penalty: 4339.001953
	Iteration 33Q: 3 clusters Score -725028.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -725030.062500 Penalty: 4339.001953
	Iteration 34Q: 3 clusters Score -725030.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -725030.687500 Penalty: 4339.001953
	Iteration 35Q: 3 clusters Score -725030.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -725031.687500 Penalty: 4339.001953
	Iteration 36Q: 3 clusters Score -725031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -725032.312500 Penalty: 4339.001953
	Iteration 37Q: 3 clusters Score -725032.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -725034.000000 Penalty: 4339.001953
	Iteration 38Q: 3 clusters Score -725034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -725035.125000 Penalty: 4339.001953
	Iteration 39Q: 3 clusters Score -725035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -725033.812500 Penalty: 4339.001953
	Iteration 40F: 3 clusters Score -725033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -725035.625000 Penalty: 4339.001953
	Iteration 41Q: 3 clusters Score -725035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -725036.687500 Penalty: 4339.001953
	Iteration 42Q: 3 clusters Score -725036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -725036.625000 Penalty: 4339.001953
	Iteration 43Q: 3 clusters Score -725036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -725037.812500 Penalty: 4339.001953
	Iteration 44Q: 3 clusters Score -725037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -725038.937500 Penalty: 4339.001953
	Iteration 45Q: 3 clusters Score -725038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -725039.312500 Penalty: 4339.001953
	Iteration 46Q: 3 clusters Score -725039.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -725039.812500 Penalty: 4339.001953
	Iteration 47Q: 3 clusters Score -725039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -725040.625000 Penalty: 4339.001953
	Iteration 48Q: 3 clusters Score -725040.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -725039.312500 Penalty: 4339.001953
	Iteration 49Q: 3 clusters Score -725039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -725041.062500 Penalty: 4339.001953
	Iteration 50Q: 3 clusters Score -725041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -725042.750000 Penalty: 4339.001953
	Iteration 51Q: 3 clusters Score -725042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -725045.312500 Penalty: 4339.001953
	Iteration 52Q: 3 clusters Score -725045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -725043.812500 Penalty: 4339.001953
	Iteration 53Q: 3 clusters Score -725043.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -725044.437500 Penalty: 4339.001953
	Iteration 54Q: 3 clusters Score -725044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -725045.250000 Penalty: 4339.001953
	Iteration 55Q: 3 clusters Score -725045.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -725045.250000 Penalty: 4339.001953
	Iteration 56F: 3 clusters Score -725045.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -264742.187500 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -264742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -261743.093750 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -261743.1 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -262418.406250 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -262418.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -262662.656250 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -262662.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -262832.875000 Penalty: 3902.464111
	Iteration 3F: 3 clusters Score -262832.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -262968.562500 Penalty: 3902.464111
	Iteration 4Q: 3 clusters Score -262968.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -263063.437500 Penalty: 3902.464111
	Iteration 5Q: 3 clusters Score -263063.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -263133.625000 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -263133.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -263208.125000 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -263208.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -263282.750000 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -263282.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -263368.125000 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -263368.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -263473.093750 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -263473.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -263552.937500 Penalty: 3902.464111
	Iteration 11Q: 3 clusters Score -263552.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -263611.687500 Penalty: 3902.464111
	Iteration 12Q: 3 clusters Score -263611.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -263660.937500 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -263660.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -263702.750000 Penalty: 3902.464111
	Iteration 14Q: 3 clusters Score -263702.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -263731.343750 Penalty: 3902.464111
	Iteration 15Q: 3 clusters Score -263731.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -263752.687500 Penalty: 3902.464111
	Iteration 16Q: 3 clusters Score -263752.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -263771.468750 Penalty: 3902.464111
	Iteration 17Q: 3 clusters Score -263771.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -263789.593750 Penalty: 3902.464111
	Iteration 18Q: 3 clusters Score -263789.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -263809.125000 Penalty: 3902.464111
	Iteration 19Q: 3 clusters Score -263809.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -263823.093750 Penalty: 3902.464111
	Iteration 20F: 3 clusters Score -263823.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -263834.250000 Penalty: 3902.464111
	Iteration 21Q: 3 clusters Score -263834.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -263840.468750 Penalty: 3902.464111
	Iteration 22Q: 3 clusters Score -263840.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -263851.468750 Penalty: 3902.464111
	Iteration 23Q: 3 clusters Score -263851.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -263864.968750 Penalty: 3902.464111
	Iteration 24Q: 3 clusters Score -263865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -263873.093750 Penalty: 3902.464111
	Iteration 25Q: 3 clusters Score -263873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -263877.468750 Penalty: 3902.464111
	Iteration 26Q: 3 clusters Score -263877.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -263880.062500 Penalty: 3902.464111
	Iteration 27Q: 3 clusters Score -263880.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -263882.281250 Penalty: 3902.464111
	Iteration 28Q: 3 clusters Score -263882.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -263884.218750 Penalty: 3902.464111
	Iteration 29Q: 3 clusters Score -263884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -263886.250000 Penalty: 3902.464111
	Iteration 30Q: 3 clusters Score -263886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -263891.968750 Penalty: 3902.464111
	Iteration 31Q: 3 clusters Score -263892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -263893.843750 Penalty: 3902.464111
	Iteration 32Q: 3 clusters Score -263893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -263896.250000 Penalty: 3902.464111
	Iteration 33Q: 3 clusters Score -263896.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -263896.250000 Penalty: 3902.464111
	Iteration 34F: 3 clusters Score -263896.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Entering Unmasked Estep 
Score: -3946871.500000 Penalty: 2576.707275
	Iteration 0F: 2 clusters Score -3946872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3924720.750000 Penalty: 5153.414551
	Iteration 0F: 3 clusters Score -3924721 nChanged 14737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3932572.500000 Penalty: 5153.414551
	Iteration 1F: 3 clusters Score -3932572 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -3933110.250000 Penalty: 5153.414551
	Iteration 2Q: 3 clusters Score -3933110 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3933704.000000 Penalty: 5153.414551
	Iteration 3Q: 3 clusters Score -3933704 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3934407.000000 Penalty: 5153.414551
	Iteration 4Q: 3 clusters Score -3934407 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3935379.250000 Penalty: 5153.414551
	Iteration 5F: 3 clusters Score -3935379 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -3936831.750000 Penalty: 5153.414551
	Iteration 6F: 3 clusters Score -3936832 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3938720.250000 Penalty: 5153.414551
	Iteration 7F: 3 clusters Score -3938720 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3940483.250000 Penalty: 5153.414551
	Iteration 8F: 3 clusters Score -3940483 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3941845.250000 Penalty: 5153.414551
	Iteration 9Q: 3 clusters Score -3941845 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3942829.250000 Penalty: 5153.414551
	Iteration 10Q: 3 clusters Score -3942829 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -3943505.750000 Penalty: 5153.414551
	Iteration 11Q: 3 clusters Score -3943506 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -3943934.750000 Penalty: 5153.414551
	Iteration 12Q: 3 clusters Score -3943935 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -3944167.750000 Penalty: 5153.414551
	Iteration 13Q: 3 clusters Score -3944168 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -3944321.250000 Penalty: 5153.414551
	Iteration 14Q: 3 clusters Score -3944321 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -3944430.250000 Penalty: 5153.414551
	Iteration 15Q: 3 clusters Score -3944430 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -3944507.250000 Penalty: 5153.414551
	Iteration 16Q: 3 clusters Score -3944507 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -3944551.250000 Penalty: 5153.414551
	Iteration 17Q: 3 clusters Score -3944551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -3944587.250000 Penalty: 5153.414551
	Iteration 18Q: 3 clusters Score -3944587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -3944622.000000 Penalty: 5153.414551
	Iteration 19Q: 3 clusters Score -3944622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -3944652.250000 Penalty: 5153.414551
	Iteration 20F: 3 clusters Score -3944652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -3944683.000000 Penalty: 5153.414551
	Iteration 21Q: 3 clusters Score -3944683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -3944709.000000 Penalty: 5153.414551
	Iteration 22Q: 3 clusters Score -3944709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -3944715.500000 Penalty: 5153.414551
	Iteration 23Q: 3 clusters Score -3944716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -3944728.250000 Penalty: 5153.414551
	Iteration 24Q: 3 clusters Score -3944728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -3944740.000000 Penalty: 5153.414551
	Iteration 25Q: 3 clusters Score -3944740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -3944749.250000 Penalty: 5153.414551
	Iteration 26Q: 3 clusters Score -3944749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -3944753.250000 Penalty: 5153.414551
	Iteration 27Q: 3 clusters Score -3944753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -3944756.000000 Penalty: 5153.414551
	Iteration 28Q: 3 clusters Score -3944756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -3944760.000000 Penalty: 5153.414551
	Iteration 29Q: 3 clusters Score -3944760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -3944761.500000 Penalty: 5153.414551
	Iteration 30Q: 3 clusters Score -3944762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -3944764.750000 Penalty: 5153.414551
	Iteration 31Q: 3 clusters Score -3944765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -3944766.250000 Penalty: 5153.414551
	Iteration 32Q: 3 clusters Score -3944766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -3944765.500000 Penalty: 5153.414551
	Iteration 33Q: 3 clusters Score -3944766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -3944772.250000 Penalty: 5153.414551
	Iteration 34Q: 3 clusters Score -3944772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -3944777.000000 Penalty: 5153.414551
	Iteration 35Q: 3 clusters Score -3944777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -3944775.000000 Penalty: 5153.414551
	Iteration 36Q: 3 clusters Score -3944775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -3944775.000000 Penalty: 5153.414551
	Iteration 37F: 3 clusters Score -3944775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (136497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136497 members 
Entering Unmasked Estep 
Score: -16564025.000000 Penalty: 2932.366211
	Iteration 0F: 2 clusters Score -1.656402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -16472709.000000 Penalty: 5864.732422
	Iteration 0F: 3 clusters Score -1.647271e+07 nChanged 65161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71061 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -16511204.000000 Penalty: 5864.732422
	Iteration 1F: 3 clusters Score -1.65112e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -16513039.000000 Penalty: 5864.732422
	Iteration 2Q: 3 clusters Score -1.651304e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76522 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -16515547.000000 Penalty: 5864.732422
	Iteration 3Q: 3 clusters Score -1.651555e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81459 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -16519175.000000 Penalty: 5864.732422
	Iteration 4F: 3 clusters Score -1.651918e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88105 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -16523759.000000 Penalty: 5864.732422
	Iteration 5F: 3 clusters Score -1.652376e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96051 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -16529442.000000 Penalty: 5864.732422
	Iteration 6F: 3 clusters Score -1.652944e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104646 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -16535664.000000 Penalty: 5864.732422
	Iteration 7F: 3 clusters Score -1.653566e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113170 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -16542271.000000 Penalty: 5864.732422
	Iteration 8F: 3 clusters Score -1.654227e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120827 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -16549028.000000 Penalty: 5864.732422
	Iteration 9F: 3 clusters Score -1.654903e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126856 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -16554797.000000 Penalty: 5864.732422
	Iteration 10Q: 3 clusters Score -1.65548e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130762 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -16558506.000000 Penalty: 5864.732422
	Iteration 11Q: 3 clusters Score -1.655851e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132836 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -16560823.000000 Penalty: 5864.732422
	Iteration 12Q: 3 clusters Score -1.656082e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133715 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -16561792.000000 Penalty: 5864.732422
	Iteration 13Q: 3 clusters Score -1.656179e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134166 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -16562277.000000 Penalty: 5864.732422
	Iteration 14Q: 3 clusters Score -1.656228e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134387 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -16562499.000000 Penalty: 5864.732422
	Iteration 15Q: 3 clusters Score -1.65625e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134542 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -16562605.000000 Penalty: 5864.732422
	Iteration 16Q: 3 clusters Score -1.65626e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134651 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -16562686.000000 Penalty: 5864.732422
	Iteration 17Q: 3 clusters Score -1.656269e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134728 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -16562717.000000 Penalty: 5864.732422
	Iteration 18Q: 3 clusters Score -1.656272e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134784 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -16562728.000000 Penalty: 5864.732422
	Iteration 19Q: 3 clusters Score -1.656273e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134827 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -16562763.000000 Penalty: 5864.732422
	Iteration 20F: 3 clusters Score -1.656276e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134856 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -16562793.000000 Penalty: 5864.732422
	Iteration 21Q: 3 clusters Score -1.656279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134882 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -16562824.000000 Penalty: 5864.732422
	Iteration 22Q: 3 clusters Score -1.656282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134903 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -16562810.000000 Penalty: 5864.732422
	Iteration 23Q: 3 clusters Score -1.656281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134908 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -16562824.000000 Penalty: 5864.732422
	Iteration 24Q: 3 clusters Score -1.656282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134916 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -16562816.000000 Penalty: 5864.732422
	Iteration 25Q: 3 clusters Score -1.656282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134924 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -16562812.000000 Penalty: 5864.732422
	Iteration 26Q: 3 clusters Score -1.656281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134929 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -16562817.000000 Penalty: 5864.732422
	Iteration 27Q: 3 clusters Score -1.656282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134935 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -16562813.000000 Penalty: 5864.732422
	Iteration 28Q: 3 clusters Score -1.656281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134936 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -16562822.000000 Penalty: 5864.732422
	Iteration 29Q: 3 clusters Score -1.656282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134937 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -16562832.000000 Penalty: 5864.732422
	Iteration 30Q: 3 clusters Score -1.656283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134939 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -16562827.000000 Penalty: 5864.732422
	Iteration 31Q: 3 clusters Score -1.656283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134941 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -16562832.000000 Penalty: 5864.732422
	Iteration 32Q: 3 clusters Score -1.656283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134942 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -16562842.000000 Penalty: 5864.732422
	Iteration 33Q: 3 clusters Score -1.656284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134942 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -16562842.000000 Penalty: 5864.732422
	Iteration 34F: 3 clusters Score -1.656284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -88249.546875 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -88249.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86770.679688 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -86770.68 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -86976.460938 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -86976.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -87078.398438 Penalty: 3141.306641
	Iteration 2Q: 3 clusters Score -87078.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -87159.062500 Penalty: 3141.306641
	Iteration 3Q: 3 clusters Score -87159.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -87228.414062 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -87228.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -87255.835938 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -87255.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -87286.851562 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -87286.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -87308.343750 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -87308.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -87323.835938 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -87323.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -87327.648438 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -87327.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -87325.070312 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -87325.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -87338.695312 Penalty: 3141.306641
	Iteration 11Q: 3 clusters Score -87338.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -87343.492188 Penalty: 3141.306641
	Iteration 12Q: 3 clusters Score -87343.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -87345.382812 Penalty: 3141.306641
	Iteration 13Q: 3 clusters Score -87345.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -87349.914062 Penalty: 3141.306641
	Iteration 14Q: 3 clusters Score -87349.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -87353.101562 Penalty: 3141.306641
	Iteration 15Q: 3 clusters Score -87353.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -87354.695312 Penalty: 3141.306641
	Iteration 16Q: 3 clusters Score -87354.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -87355.554688 Penalty: 3141.306641
	Iteration 17Q: 3 clusters Score -87355.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -87360.937500 Penalty: 3141.306641
	Iteration 18Q: 3 clusters Score -87360.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -87361.523438 Penalty: 3141.306641
	Iteration 19Q: 3 clusters Score -87361.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -87356.734375 Penalty: 3141.306641
	Iteration 20F: 3 clusters Score -87356.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -87362.468750 Penalty: 3141.306641
	Iteration 21Q: 3 clusters Score -87362.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -87372.609375 Penalty: 3141.306641
	Iteration 22Q: 3 clusters Score -87372.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -87372.609375 Penalty: 3141.306641
	Iteration 23F: 3 clusters Score -87372.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Entering Unmasked Estep 
Score: -1336150.750000 Penalty: 2309.217529
	Iteration 0F: 2 clusters Score -1336151 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 5529 members 
Entering Unmasked Estep 
Score: -1327727.625000 Penalty: 4618.435059
	Iteration 0F: 3 clusters Score -1327728 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1330354.875000 Penalty: 4618.435059
	Iteration 1F: 3 clusters Score -1330355 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1330732.000000 Penalty: 4618.435059
	Iteration 2F: 3 clusters Score -1330732 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1331086.250000 Penalty: 4618.435059
	Iteration 3F: 3 clusters Score -1331086 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1331486.625000 Penalty: 4618.435059
	Iteration 4F: 3 clusters Score -1331487 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1332028.000000 Penalty: 4618.435059
	Iteration 5F: 3 clusters Score -1332028 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1332737.375000 Penalty: 4618.435059
	Iteration 6F: 3 clusters Score -1332737 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1333446.625000 Penalty: 4618.435059
	Iteration 7F: 3 clusters Score -1333447 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1334045.375000 Penalty: 4618.435059
	Iteration 8F: 3 clusters Score -1334045 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1334442.875000 Penalty: 4618.435059
	Iteration 9Q: 3 clusters Score -1334443 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1334669.625000 Penalty: 4618.435059
	Iteration 10Q: 3 clusters Score -1334670 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1334799.375000 Penalty: 4618.435059
	Iteration 11Q: 3 clusters Score -1334799 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1334875.625000 Penalty: 4618.435059
	Iteration 12Q: 3 clusters Score -1334876 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1334924.875000 Penalty: 4618.435059
	Iteration 13Q: 3 clusters Score -1334925 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1334953.875000 Penalty: 4618.435059
	Iteration 14Q: 3 clusters Score -1334954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1334972.125000 Penalty: 4618.435059
	Iteration 15Q: 3 clusters Score -1334972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1334977.000000 Penalty: 4618.435059
	Iteration 16Q: 3 clusters Score -1334977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1334982.625000 Penalty: 4618.435059
	Iteration 17Q: 3 clusters Score -1334983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1334988.125000 Penalty: 4618.435059
	Iteration 18Q: 3 clusters Score -1334988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1334986.375000 Penalty: 4618.435059
	Iteration 19Q: 3 clusters Score -1334986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1334990.750000 Penalty: 4618.435059
	Iteration 20F: 3 clusters Score -1334991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1334989.625000 Penalty: 4618.435059
	Iteration 21Q: 3 clusters Score -1334990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1334992.125000 Penalty: 4618.435059
	Iteration 22Q: 3 clusters Score -1334992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1334992.250000 Penalty: 4618.435059
	Iteration 23Q: 3 clusters Score -1334992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1334994.250000 Penalty: 4618.435059
	Iteration 24Q: 3 clusters Score -1334994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1334993.750000 Penalty: 4618.435059
	Iteration 25Q: 3 clusters Score -1334994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1334994.375000 Penalty: 4618.435059
	Iteration 26Q: 3 clusters Score -1334994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1334994.375000 Penalty: 4618.435059
	Iteration 27F: 3 clusters Score -1334994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -1036194.937500 Penalty: 2247.652832
	Iteration 0F: 2 clusters Score -1036195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1029342.000000 Penalty: 4495.305664
	Iteration 0F: 3 clusters Score -1029342 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1031289.500000 Penalty: 4495.305664
	Iteration 1F: 3 clusters Score -1031290 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1031566.312500 Penalty: 4495.305664
	Iteration 2F: 3 clusters Score -1031566 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1031741.625000 Penalty: 4495.305664
	Iteration 3Q: 3 clusters Score -1031742 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1031884.125000 Penalty: 4495.305664
	Iteration 4Q: 3 clusters Score -1031884 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1032006.812500 Penalty: 4495.305664
	Iteration 5Q: 3 clusters Score -1032007 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1032128.000000 Penalty: 4495.305664
	Iteration 6Q: 3 clusters Score -1032128 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1032247.062500 Penalty: 4495.305664
	Iteration 7Q: 3 clusters Score -1032247 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1032374.875000 Penalty: 4495.305664
	Iteration 8Q: 3 clusters Score -1032375 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1032480.625000 Penalty: 4495.305664
	Iteration 9Q: 3 clusters Score -1032481 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1032578.125000 Penalty: 4495.305664
	Iteration 10Q: 3 clusters Score -1032578 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1032680.437500 Penalty: 4495.305664
	Iteration 11Q: 3 clusters Score -1032680 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1032817.437500 Penalty: 4495.305664
	Iteration 12Q: 3 clusters Score -1032817 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1032991.875000 Penalty: 4495.305664
	Iteration 13Q: 3 clusters Score -1032992 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1033202.687500 Penalty: 4495.305664
	Iteration 14Q: 3 clusters Score -1033203 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1033424.875000 Penalty: 4495.305664
	Iteration 15Q: 3 clusters Score -1033425 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1033658.125000 Penalty: 4495.305664
	Iteration 16Q: 3 clusters Score -1033658 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1033889.125000 Penalty: 4495.305664
	Iteration 17Q: 3 clusters Score -1033889 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1034081.187500 Penalty: 4495.305664
	Iteration 18Q: 3 clusters Score -1034081 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1034235.562500 Penalty: 4495.305664
	Iteration 19Q: 3 clusters Score -1034236 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1034356.250000 Penalty: 4495.305664
	Iteration 20F: 3 clusters Score -1034356 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1034432.062500 Penalty: 4495.305664
	Iteration 21Q: 3 clusters Score -1034432 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1034492.375000 Penalty: 4495.305664
	Iteration 22Q: 3 clusters Score -1034492 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1034532.187500 Penalty: 4495.305664
	Iteration 23Q: 3 clusters Score -1034532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1034556.062500 Penalty: 4495.305664
	Iteration 24Q: 3 clusters Score -1034556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1034566.500000 Penalty: 4495.305664
	Iteration 25Q: 3 clusters Score -1034566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1034578.250000 Penalty: 4495.305664
	Iteration 26Q: 3 clusters Score -1034578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1034591.375000 Penalty: 4495.305664
	Iteration 27Q: 3 clusters Score -1034591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1034606.125000 Penalty: 4495.305664
	Iteration 28Q: 3 clusters Score -1034606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1034617.000000 Penalty: 4495.305664
	Iteration 29Q: 3 clusters Score -1034617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1034625.562500 Penalty: 4495.305664
	Iteration 30Q: 3 clusters Score -1034626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1034632.187500 Penalty: 4495.305664
	Iteration 31Q: 3 clusters Score -1034632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1034632.625000 Penalty: 4495.305664
	Iteration 32Q: 3 clusters Score -1034633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1034633.625000 Penalty: 4495.305664
	Iteration 33Q: 3 clusters Score -1034634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1034634.625000 Penalty: 4495.305664
	Iteration 34Q: 3 clusters Score -1034635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1034635.500000 Penalty: 4495.305664
	Iteration 35Q: 3 clusters Score -1034636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1034637.312500 Penalty: 4495.305664
	Iteration 36Q: 3 clusters Score -1034637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1034638.250000 Penalty: 4495.305664
	Iteration 37Q: 3 clusters Score -1034638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1034638.750000 Penalty: 4495.305664
	Iteration 38Q: 3 clusters Score -1034639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1034641.125000 Penalty: 4495.305664
	Iteration 39Q: 3 clusters Score -1034641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1034641.312500 Penalty: 4495.305664
	Iteration 40F: 3 clusters Score -1034641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1034641.562500 Penalty: 4495.305664
	Iteration 41Q: 3 clusters Score -1034642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1034642.312500 Penalty: 4495.305664
	Iteration 42Q: 3 clusters Score -1034642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1034644.125000 Penalty: 4495.305664
	Iteration 43Q: 3 clusters Score -1034644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1034643.312500 Penalty: 4495.305664
	Iteration 44Q: 3 clusters Score -1034643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1034644.875000 Penalty: 4495.305664
	Iteration 45Q: 3 clusters Score -1034645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1034644.875000 Penalty: 4495.305664
	Iteration 46F: 3 clusters Score -1034645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Entering Unmasked Estep 
Score: -2013192.750000 Penalty: 2403.515137
	Iteration 0F: 2 clusters Score -2013193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2001570.125000 Penalty: 4807.030273
	Iteration 0F: 3 clusters Score -2001570 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2005347.250000 Penalty: 4807.030273
	Iteration 1F: 3 clusters Score -2005347 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2005821.875000 Penalty: 4807.030273
	Iteration 2F: 3 clusters Score -2005822 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2006346.000000 Penalty: 4807.030273
	Iteration 3F: 3 clusters Score -2006346 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2006997.000000 Penalty: 4807.030273
	Iteration 4F: 3 clusters Score -2006997 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2007801.250000 Penalty: 4807.030273
	Iteration 5F: 3 clusters Score -2007801 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2008642.500000 Penalty: 4807.030273
	Iteration 6F: 3 clusters Score -2008642 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2009310.625000 Penalty: 4807.030273
	Iteration 7F: 3 clusters Score -2009311 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2009765.750000 Penalty: 4807.030273
	Iteration 8Q: 3 clusters Score -2009766 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2010062.250000 Penalty: 4807.030273
	Iteration 9Q: 3 clusters Score -2010062 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2010244.500000 Penalty: 4807.030273
	Iteration 10Q: 3 clusters Score -2010244 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2010382.375000 Penalty: 4807.030273
	Iteration 11Q: 3 clusters Score -2010382 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2010481.000000 Penalty: 4807.030273
	Iteration 12Q: 3 clusters Score -2010481 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2010561.875000 Penalty: 4807.030273
	Iteration 13Q: 3 clusters Score -2010562 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2010621.375000 Penalty: 4807.030273
	Iteration 14Q: 3 clusters Score -2010621 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2010673.875000 Penalty: 4807.030273
	Iteration 15Q: 3 clusters Score -2010674 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2010718.750000 Penalty: 4807.030273
	Iteration 16Q: 3 clusters Score -2010719 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2010769.000000 Penalty: 4807.030273
	Iteration 17Q: 3 clusters Score -2010769 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2010817.875000 Penalty: 4807.030273
	Iteration 18Q: 3 clusters Score -2010818 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2010853.125000 Penalty: 4807.030273
	Iteration 19Q: 3 clusters Score -2010853 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2010888.250000 Penalty: 4807.030273
	Iteration 20F: 3 clusters Score -2010888 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2010931.875000 Penalty: 4807.030273
	Iteration 21Q: 3 clusters Score -2010932 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2010963.000000 Penalty: 4807.030273
	Iteration 22Q: 3 clusters Score -2010963 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2011005.000000 Penalty: 4807.030273
	Iteration 23Q: 3 clusters Score -2011005 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2011036.750000 Penalty: 4807.030273
	Iteration 24Q: 3 clusters Score -2011037 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2011064.375000 Penalty: 4807.030273
	Iteration 25Q: 3 clusters Score -2011064 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2011093.250000 Penalty: 4807.030273
	Iteration 26Q: 3 clusters Score -2011093 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2011115.375000 Penalty: 4807.030273
	Iteration 27Q: 3 clusters Score -2011115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2011142.625000 Penalty: 4807.030273
	Iteration 28Q: 3 clusters Score -2011143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2011162.250000 Penalty: 4807.030273
	Iteration 29Q: 3 clusters Score -2011162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2011184.750000 Penalty: 4807.030273
	Iteration 30Q: 3 clusters Score -2011185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2011204.750000 Penalty: 4807.030273
	Iteration 31Q: 3 clusters Score -2011205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2011218.000000 Penalty: 4807.030273
	Iteration 32Q: 3 clusters Score -2011218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2011232.250000 Penalty: 4807.030273
	Iteration 33Q: 3 clusters Score -2011232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2011238.000000 Penalty: 4807.030273
	Iteration 34Q: 3 clusters Score -2011238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2011242.125000 Penalty: 4807.030273
	Iteration 35Q: 3 clusters Score -2011242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2011248.375000 Penalty: 4807.030273
	Iteration 36Q: 3 clusters Score -2011248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2011248.500000 Penalty: 4807.030273
	Iteration 37Q: 3 clusters Score -2011248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2011250.500000 Penalty: 4807.030273
	Iteration 38Q: 3 clusters Score -2011250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2011252.125000 Penalty: 4807.030273
	Iteration 39Q: 3 clusters Score -2011252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2011260.625000 Penalty: 4807.030273
	Iteration 40F: 3 clusters Score -2011261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2011262.625000 Penalty: 4807.030273
	Iteration 41Q: 3 clusters Score -2011263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2011260.875000 Penalty: 4807.030273
	Iteration 42Q: 3 clusters Score -2011261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2011263.500000 Penalty: 4807.030273
	Iteration 43Q: 3 clusters Score -2011264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2011263.500000 Penalty: 4807.030273
	Iteration 44Q: 3 clusters Score -2011264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2011263.750000 Penalty: 4807.030273
	Iteration 45Q: 3 clusters Score -2011264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2011264.875000 Penalty: 4807.030273
	Iteration 46Q: 3 clusters Score -2011265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2011265.625000 Penalty: 4807.030273
	Iteration 47Q: 3 clusters Score -2011266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2011266.625000 Penalty: 4807.030273
	Iteration 48Q: 3 clusters Score -2011267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2011266.625000 Penalty: 4807.030273
	Iteration 49F: 3 clusters Score -2011267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Entering Unmasked Estep 
Score: -1986616.125000 Penalty: 2398.405029
	Iteration 0F: 2 clusters Score -1986616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1975210.500000 Penalty: 4796.810059
	Iteration 0F: 3 clusters Score -1975210 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1978814.375000 Penalty: 4796.810059
	Iteration 1F: 3 clusters Score -1978814 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1979205.500000 Penalty: 4796.810059
	Iteration 2F: 3 clusters Score -1979206 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1979497.375000 Penalty: 4796.810059
	Iteration 3F: 3 clusters Score -1979497 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1979723.625000 Penalty: 4796.810059
	Iteration 4Q: 3 clusters Score -1979724 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1979921.750000 Penalty: 4796.810059
	Iteration 5Q: 3 clusters Score -1979922 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1980105.250000 Penalty: 4796.810059
	Iteration 6Q: 3 clusters Score -1980105 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1980292.875000 Penalty: 4796.810059
	Iteration 7Q: 3 clusters Score -1980293 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1980444.875000 Penalty: 4796.810059
	Iteration 8Q: 3 clusters Score -1980445 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1980618.125000 Penalty: 4796.810059
	Iteration 9Q: 3 clusters Score -1980618 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1980815.875000 Penalty: 4796.810059
	Iteration 10Q: 3 clusters Score -1980816 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1981012.750000 Penalty: 4796.810059
	Iteration 11Q: 3 clusters Score -1981013 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1981210.250000 Penalty: 4796.810059
	Iteration 12Q: 3 clusters Score -1981210 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1981444.750000 Penalty: 4796.810059
	Iteration 13Q: 3 clusters Score -1981445 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1981737.625000 Penalty: 4796.810059
	Iteration 14Q: 3 clusters Score -1981738 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1982063.875000 Penalty: 4796.810059
	Iteration 15Q: 3 clusters Score -1982064 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1982439.750000 Penalty: 4796.810059
	Iteration 16Q: 3 clusters Score -1982440 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1982794.625000 Penalty: 4796.810059
	Iteration 17Q: 3 clusters Score -1982795 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1983147.875000 Penalty: 4796.810059
	Iteration 18Q: 3 clusters Score -1983148 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1983463.625000 Penalty: 4796.810059
	Iteration 19Q: 3 clusters Score -1983464 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1983693.625000 Penalty: 4796.810059
	Iteration 20F: 3 clusters Score -1983694 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1983840.625000 Penalty: 4796.810059
	Iteration 21Q: 3 clusters Score -1983841 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1983931.875000 Penalty: 4796.810059
	Iteration 22Q: 3 clusters Score -1983932 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1984007.875000 Penalty: 4796.810059
	Iteration 23Q: 3 clusters Score -1984008 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1984080.375000 Penalty: 4796.810059
	Iteration 24Q: 3 clusters Score -1984080 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1984125.750000 Penalty: 4796.810059
	Iteration 25Q: 3 clusters Score -1984126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1984170.750000 Penalty: 4796.810059
	Iteration 26Q: 3 clusters Score -1984171 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1984202.750000 Penalty: 4796.810059
	Iteration 27Q: 3 clusters Score -1984203 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1984227.625000 Penalty: 4796.810059
	Iteration 28Q: 3 clusters Score -1984228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1984254.875000 Penalty: 4796.810059
	Iteration 29Q: 3 clusters Score -1984255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1984270.875000 Penalty: 4796.810059
	Iteration 30Q: 3 clusters Score -1984271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1984280.625000 Penalty: 4796.810059
	Iteration 31Q: 3 clusters Score -1984281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1984297.375000 Penalty: 4796.810059
	Iteration 32Q: 3 clusters Score -1984297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1984306.750000 Penalty: 4796.810059
	Iteration 33Q: 3 clusters Score -1984307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1984312.250000 Penalty: 4796.810059
	Iteration 34Q: 3 clusters Score -1984312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1984319.000000 Penalty: 4796.810059
	Iteration 35Q: 3 clusters Score -1984319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1984324.000000 Penalty: 4796.810059
	Iteration 36Q: 3 clusters Score -1984324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1984334.875000 Penalty: 4796.810059
	Iteration 37Q: 3 clusters Score -1984335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1984335.375000 Penalty: 4796.810059
	Iteration 38Q: 3 clusters Score -1984335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1984342.625000 Penalty: 4796.810059
	Iteration 39Q: 3 clusters Score -1984343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1984348.875000 Penalty: 4796.810059
	Iteration 40F: 3 clusters Score -1984349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1984355.000000 Penalty: 4796.810059
	Iteration 41Q: 3 clusters Score -1984355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1984362.125000 Penalty: 4796.810059
	Iteration 42Q: 3 clusters Score -1984362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1984367.875000 Penalty: 4796.810059
	Iteration 43Q: 3 clusters Score -1984368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1984376.500000 Penalty: 4796.810059
	Iteration 44Q: 3 clusters Score -1984376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1984382.250000 Penalty: 4796.810059
	Iteration 45Q: 3 clusters Score -1984382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1984386.000000 Penalty: 4796.810059
	Iteration 46Q: 3 clusters Score -1984386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1984389.875000 Penalty: 4796.810059
	Iteration 47Q: 3 clusters Score -1984390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1984389.875000 Penalty: 4796.810059
	Iteration 48Q: 3 clusters Score -1984390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1984392.000000 Penalty: 4796.810059
	Iteration 49Q: 3 clusters Score -1984392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1984399.250000 Penalty: 4796.810059
	Iteration 50Q: 3 clusters Score -1984399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1984398.625000 Penalty: 4796.810059
	Iteration 51Q: 3 clusters Score -1984399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1984403.125000 Penalty: 4796.810059
	Iteration 52Q: 3 clusters Score -1984403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1984401.375000 Penalty: 4796.810059
	Iteration 53Q: 3 clusters Score -1984401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1984406.000000 Penalty: 4796.810059
	Iteration 54Q: 3 clusters Score -1984406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1984404.875000 Penalty: 4796.810059
	Iteration 55Q: 3 clusters Score -1984405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1984404.875000 Penalty: 4796.810059
	Iteration 56F: 3 clusters Score -1984405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -459373.281250 Penalty: 2049.817627
	Iteration 0F: 2 clusters Score -459373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -455571.937500 Penalty: 4099.635254
	Iteration 0F: 3 clusters Score -455571.9 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -456455.093750 Penalty: 4099.635254
	Iteration 1F: 3 clusters Score -456455.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -456717.718750 Penalty: 4099.635254
	Iteration 2F: 3 clusters Score -456717.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -456929.281250 Penalty: 4099.635254
	Iteration 3F: 3 clusters Score -456929.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -457099.000000 Penalty: 4099.635254
	Iteration 4F: 3 clusters Score -457099 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -457252.187500 Penalty: 4099.635254
	Iteration 5Q: 3 clusters Score -457252.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -457420.687500 Penalty: 4099.635254
	Iteration 6Q: 3 clusters Score -457420.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -457588.500000 Penalty: 4099.635254
	Iteration 7Q: 3 clusters Score -457588.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -457747.218750 Penalty: 4099.635254
	Iteration 8Q: 3 clusters Score -457747.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -457872.781250 Penalty: 4099.635254
	Iteration 9Q: 3 clusters Score -457872.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -457961.875000 Penalty: 4099.635254
	Iteration 10Q: 3 clusters Score -457961.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -458019.687500 Penalty: 4099.635254
	Iteration 11Q: 3 clusters Score -458019.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -458059.406250 Penalty: 4099.635254
	Iteration 12Q: 3 clusters Score -458059.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -458104.812500 Penalty: 4099.635254
	Iteration 13Q: 3 clusters Score -458104.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -458158.406250 Penalty: 4099.635254
	Iteration 14Q: 3 clusters Score -458158.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -458209.687500 Penalty: 4099.635254
	Iteration 15Q: 3 clusters Score -458209.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -458252.125000 Penalty: 4099.635254
	Iteration 16Q: 3 clusters Score -458252.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -458286.937500 Penalty: 4099.635254
	Iteration 17Q: 3 clusters Score -458286.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -458321.312500 Penalty: 4099.635254
	Iteration 18Q: 3 clusters Score -458321.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -458348.343750 Penalty: 4099.635254
	Iteration 19Q: 3 clusters Score -458348.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -458368.406250 Penalty: 4099.635254
	Iteration 20F: 3 clusters Score -458368.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -458381.343750 Penalty: 4099.635254
	Iteration 21Q: 3 clusters Score -458381.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -458395.718750 Penalty: 4099.635254
	Iteration 22Q: 3 clusters Score -458395.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -458404.093750 Penalty: 4099.635254
	Iteration 23Q: 3 clusters Score -458404.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -458411.875000 Penalty: 4099.635254
	Iteration 24Q: 3 clusters Score -458411.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -458415.500000 Penalty: 4099.635254
	Iteration 25Q: 3 clusters Score -458415.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -458418.468750 Penalty: 4099.635254
	Iteration 26Q: 3 clusters Score -458418.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -458420.125000 Penalty: 4099.635254
	Iteration 27Q: 3 clusters Score -458420.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -458421.781250 Penalty: 4099.635254
	Iteration 28Q: 3 clusters Score -458421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -458424.375000 Penalty: 4099.635254
	Iteration 29Q: 3 clusters Score -458424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -458426.500000 Penalty: 4099.635254
	Iteration 30Q: 3 clusters Score -458426.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -458428.062500 Penalty: 4099.635254
	Iteration 31Q: 3 clusters Score -458428.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -458429.781250 Penalty: 4099.635254
	Iteration 32Q: 3 clusters Score -458429.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -458431.593750 Penalty: 4099.635254
	Iteration 33Q: 3 clusters Score -458431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -458431.593750 Penalty: 4099.635254
	Iteration 34F: 3 clusters Score -458431.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -631409.062500 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -631409.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -626640.312500 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -626640.3 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -627852.062500 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -627852.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -628274.625000 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -628274.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -628719.875000 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -628719.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -629188.125000 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -629188.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -629527.062500 Penalty: 4260.675781
	Iteration 5F: 3 clusters Score -629527.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -629771.187500 Penalty: 4260.675781
	Iteration 6F: 3 clusters Score -629771.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -629904.437500 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -629904.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -629986.375000 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -629986.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -630043.750000 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -630043.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -630078.000000 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -630078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -630098.375000 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -630098.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -630113.625000 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -630113.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -630122.312500 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -630122.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -630126.687500 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -630126.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -630130.125000 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -630130.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -630131.125000 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -630131.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -630132.375000 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -630132.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -630135.125000 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -630135.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -630136.937500 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -630136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -630138.187500 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -630138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -630138.250000 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -630138.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -630139.750000 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -630139.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -630138.875000 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -630138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -630140.125000 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -630140.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -630142.250000 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -630142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -630142.687500 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -630142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -630142.875000 Penalty: 4260.675781
	Iteration 27Q: 3 clusters Score -630142.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -630143.250000 Penalty: 4260.675781
	Iteration 28Q: 3 clusters Score -630143.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -630143.250000 Penalty: 4260.675781
	Iteration 29F: 3 clusters Score -630143.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -24614.433594 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -24614.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23455.421875 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -23455.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23579.345703 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -23579.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23643.437500 Penalty: 2697.287354
	Iteration 2F: 3 clusters Score -23643.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23695.027344 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -23695.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23725.160156 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -23725.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23746.150391 Penalty: 2697.287354
	Iteration 5Q: 3 clusters Score -23746.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23756.308594 Penalty: 2697.287354
	Iteration 6Q: 3 clusters Score -23756.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23765.257812 Penalty: 2697.287354
	Iteration 7Q: 3 clusters Score -23765.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23765.257812 Penalty: 2697.287354
	Iteration 8F: 3 clusters Score -23765.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -667653.125000 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -667653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -662922.125000 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -662922.1 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -664151.312500 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -664151.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -664428.000000 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -664428 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -664641.312500 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -664641.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -664809.062500 Penalty: 4260.675781
	Iteration 4Q: 3 clusters Score -664809.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -664999.125000 Penalty: 4260.675781
	Iteration 5Q: 3 clusters Score -664999.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -665242.187500 Penalty: 4260.675781
	Iteration 6Q: 3 clusters Score -665242.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -665501.375000 Penalty: 4260.675781
	Iteration 7F: 3 clusters Score -665501.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -665735.500000 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -665735.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -665910.625000 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -665910.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -666046.437500 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -666046.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -666140.687500 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -666140.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -666207.125000 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -666207.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -666255.250000 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -666255.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -666293.312500 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -666293.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -666336.625000 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -666336.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -666377.750000 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -666377.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -666412.750000 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -666412.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -666441.875000 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -666441.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -666468.375000 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -666468.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -666486.250000 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -666486.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -666493.312500 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -666493.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -666499.375000 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -666499.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -666502.500000 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -666502.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -666507.000000 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -666507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -666513.375000 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -666513.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -666519.937500 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -666519.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -666526.812500 Penalty: 4260.675781
	Iteration 27Q: 3 clusters Score -666526.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -666535.187500 Penalty: 4260.675781
	Iteration 28Q: 3 clusters Score -666535.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -666539.750000 Penalty: 4260.675781
	Iteration 29Q: 3 clusters Score -666539.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -666539.750000 Penalty: 4260.675781
	Iteration 30Q: 3 clusters Score -666539.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -666544.312500 Penalty: 4260.675781
	Iteration 31Q: 3 clusters Score -666544.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -666547.312500 Penalty: 4260.675781
	Iteration 32Q: 3 clusters Score -666547.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -666549.187500 Penalty: 4260.675781
	Iteration 33Q: 3 clusters Score -666549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -666551.125000 Penalty: 4260.675781
	Iteration 34Q: 3 clusters Score -666551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -666551.687500 Penalty: 4260.675781
	Iteration 35Q: 3 clusters Score -666551.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -666554.125000 Penalty: 4260.675781
	Iteration 36Q: 3 clusters Score -666554.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -666556.000000 Penalty: 4260.675781
	Iteration 37Q: 3 clusters Score -666556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -666557.437500 Penalty: 4260.675781
	Iteration 38Q: 3 clusters Score -666557.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -666559.000000 Penalty: 4260.675781
	Iteration 39Q: 3 clusters Score -666559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -666559.000000 Penalty: 4260.675781
	Iteration 40F: 3 clusters Score -666559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Entering Unmasked Estep 
Score: -1787654.625000 Penalty: 2382.927734
	Iteration 0F: 2 clusters Score -1787655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1776890.250000 Penalty: 4765.855469
	Iteration 0F: 3 clusters Score -1776890 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1780371.375000 Penalty: 4765.855469
	Iteration 1F: 3 clusters Score -1780371 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1780699.750000 Penalty: 4765.855469
	Iteration 2F: 3 clusters Score -1780700 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1780950.000000 Penalty: 4765.855469
	Iteration 3Q: 3 clusters Score -1780950 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1781167.000000 Penalty: 4765.855469
	Iteration 4Q: 3 clusters Score -1781167 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1781332.750000 Penalty: 4765.855469
	Iteration 5Q: 3 clusters Score -1781333 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1781474.375000 Penalty: 4765.855469
	Iteration 6Q: 3 clusters Score -1781474 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1781618.625000 Penalty: 4765.855469
	Iteration 7Q: 3 clusters Score -1781619 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1781769.250000 Penalty: 4765.855469
	Iteration 8Q: 3 clusters Score -1781769 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1781970.750000 Penalty: 4765.855469
	Iteration 9Q: 3 clusters Score -1781971 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1782199.000000 Penalty: 4765.855469
	Iteration 10Q: 3 clusters Score -1782199 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1782429.375000 Penalty: 4765.855469
	Iteration 11Q: 3 clusters Score -1782429 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1782678.625000 Penalty: 4765.855469
	Iteration 12Q: 3 clusters Score -1782679 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1782967.500000 Penalty: 4765.855469
	Iteration 13Q: 3 clusters Score -1782968 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1783287.000000 Penalty: 4765.855469
	Iteration 14Q: 3 clusters Score -1783287 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1783629.000000 Penalty: 4765.855469
	Iteration 15Q: 3 clusters Score -1783629 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1783977.875000 Penalty: 4765.855469
	Iteration 16Q: 3 clusters Score -1783978 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1784305.000000 Penalty: 4765.855469
	Iteration 17Q: 3 clusters Score -1784305 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1784613.000000 Penalty: 4765.855469
	Iteration 18Q: 3 clusters Score -1784613 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1784870.000000 Penalty: 4765.855469
	Iteration 19Q: 3 clusters Score -1784870 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1785045.375000 Penalty: 4765.855469
	Iteration 20F: 3 clusters Score -1785045 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1785181.125000 Penalty: 4765.855469
	Iteration 21Q: 3 clusters Score -1785181 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1785296.125000 Penalty: 4765.855469
	Iteration 22Q: 3 clusters Score -1785296 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1785391.500000 Penalty: 4765.855469
	Iteration 23Q: 3 clusters Score -1785392 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1785476.500000 Penalty: 4765.855469
	Iteration 24Q: 3 clusters Score -1785476 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1785538.000000 Penalty: 4765.855469
	Iteration 25Q: 3 clusters Score -1785538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1785572.875000 Penalty: 4765.855469
	Iteration 26Q: 3 clusters Score -1785573 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1785591.625000 Penalty: 4765.855469
	Iteration 27Q: 3 clusters Score -1785592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1785615.625000 Penalty: 4765.855469
	Iteration 28Q: 3 clusters Score -1785616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1785648.000000 Penalty: 4765.855469
	Iteration 29Q: 3 clusters Score -1785648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1785672.000000 Penalty: 4765.855469
	Iteration 30Q: 3 clusters Score -1785672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1785699.625000 Penalty: 4765.855469
	Iteration 31Q: 3 clusters Score -1785700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1785722.750000 Penalty: 4765.855469
	Iteration 32Q: 3 clusters Score -1785723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1785743.500000 Penalty: 4765.855469
	Iteration 33Q: 3 clusters Score -1785744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1785764.625000 Penalty: 4765.855469
	Iteration 34Q: 3 clusters Score -1785765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1785777.625000 Penalty: 4765.855469
	Iteration 35Q: 3 clusters Score -1785778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1785795.750000 Penalty: 4765.855469
	Iteration 36Q: 3 clusters Score -1785796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1785811.375000 Penalty: 4765.855469
	Iteration 37Q: 3 clusters Score -1785811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1785816.250000 Penalty: 4765.855469
	Iteration 38Q: 3 clusters Score -1785816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1785819.250000 Penalty: 4765.855469
	Iteration 39Q: 3 clusters Score -1785819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1785822.000000 Penalty: 4765.855469
	Iteration 40F: 3 clusters Score -1785822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1785820.375000 Penalty: 4765.855469
	Iteration 41Q: 3 clusters Score -1785820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1785820.375000 Penalty: 4765.855469
	Iteration 42F: 3 clusters Score -1785820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -341282.750000 Penalty: 1978.875977
	Iteration 0F: 2 clusters Score -341282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -338107.500000 Penalty: 3957.751953
	Iteration 0F: 3 clusters Score -338107.5 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -338834.718750 Penalty: 3957.751953
	Iteration 1F: 3 clusters Score -338834.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -339006.312500 Penalty: 3957.751953
	Iteration 2F: 3 clusters Score -339006.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -339126.031250 Penalty: 3957.751953
	Iteration 3Q: 3 clusters Score -339126 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -339255.812500 Penalty: 3957.751953
	Iteration 4Q: 3 clusters Score -339255.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -339381.531250 Penalty: 3957.751953
	Iteration 5Q: 3 clusters Score -339381.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -339506.312500 Penalty: 3957.751953
	Iteration 6Q: 3 clusters Score -339506.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -339628.406250 Penalty: 3957.751953
	Iteration 7Q: 3 clusters Score -339628.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -339764.781250 Penalty: 3957.751953
	Iteration 8Q: 3 clusters Score -339764.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -339903.062500 Penalty: 3957.751953
	Iteration 9Q: 3 clusters Score -339903.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -340034.500000 Penalty: 3957.751953
	Iteration 10Q: 3 clusters Score -340034.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -340177.031250 Penalty: 3957.751953
	Iteration 11Q: 3 clusters Score -340177 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -340325.562500 Penalty: 3957.751953
	Iteration 12Q: 3 clusters Score -340325.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -340471.781250 Penalty: 3957.751953
	Iteration 13Q: 3 clusters Score -340471.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -340620.937500 Penalty: 3957.751953
	Iteration 14Q: 3 clusters Score -340620.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -340754.375000 Penalty: 3957.751953
	Iteration 15Q: 3 clusters Score -340754.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -340896.437500 Penalty: 3957.751953
	Iteration 16Q: 3 clusters Score -340896.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -341004.375000 Penalty: 3957.751953
	Iteration 17Q: 3 clusters Score -341004.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -341082.125000 Penalty: 3957.751953
	Iteration 18Q: 3 clusters Score -341082.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -341113.750000 Penalty: 3957.751953
	Iteration 19Q: 3 clusters Score -341113.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -341135.843750 Penalty: 3957.751953
	Iteration 20F: 3 clusters Score -341135.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -341148.375000 Penalty: 3957.751953
	Iteration 21Q: 3 clusters Score -341148.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -341154.656250 Penalty: 3957.751953
	Iteration 22Q: 3 clusters Score -341154.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -341155.968750 Penalty: 3957.751953
	Iteration 23Q: 3 clusters Score -341156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -341159.218750 Penalty: 3957.751953
	Iteration 24Q: 3 clusters Score -341159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -341159.812500 Penalty: 3957.751953
	Iteration 25Q: 3 clusters Score -341159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -341161.375000 Penalty: 3957.751953
	Iteration 26Q: 3 clusters Score -341161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -341167.250000 Penalty: 3957.751953
	Iteration 27Q: 3 clusters Score -341167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -341168.843750 Penalty: 3957.751953
	Iteration 28Q: 3 clusters Score -341168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -341171.093750 Penalty: 3957.751953
	Iteration 29Q: 3 clusters Score -341171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -341171.812500 Penalty: 3957.751953
	Iteration 30Q: 3 clusters Score -341171.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -341173.125000 Penalty: 3957.751953
	Iteration 31Q: 3 clusters Score -341173.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -341175.250000 Penalty: 3957.751953
	Iteration 32Q: 3 clusters Score -341175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -341176.437500 Penalty: 3957.751953
	Iteration 33Q: 3 clusters Score -341176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -341177.312500 Penalty: 3957.751953
	Iteration 34Q: 3 clusters Score -341177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -341177.593750 Penalty: 3957.751953
	Iteration 35Q: 3 clusters Score -341177.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -341177.593750 Penalty: 3957.751953
	Iteration 36F: 3 clusters Score -341177.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -503405.687500 Penalty: 2072.833008
	Iteration 0F: 2 clusters Score -503405.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -499348.281250 Penalty: 4145.666016
	Iteration 0F: 3 clusters Score -499348.3 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -500407.437500 Penalty: 4145.666016
	Iteration 1F: 3 clusters Score -500407.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -500771.125000 Penalty: 4145.666016
	Iteration 2F: 3 clusters Score -500771.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -501053.250000 Penalty: 4145.666016
	Iteration 3F: 3 clusters Score -501053.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -501265.625000 Penalty: 4145.666016
	Iteration 4F: 3 clusters Score -501265.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -501426.312500 Penalty: 4145.666016
	Iteration 5Q: 3 clusters Score -501426.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -501526.093750 Penalty: 4145.666016
	Iteration 6Q: 3 clusters Score -501526.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -501616.687500 Penalty: 4145.666016
	Iteration 7Q: 3 clusters Score -501616.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -501677.812500 Penalty: 4145.666016
	Iteration 8Q: 3 clusters Score -501677.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -501723.937500 Penalty: 4145.666016
	Iteration 9Q: 3 clusters Score -501723.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -501765.375000 Penalty: 4145.666016
	Iteration 10Q: 3 clusters Score -501765.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -501806.125000 Penalty: 4145.666016
	Iteration 11Q: 3 clusters Score -501806.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -501836.718750 Penalty: 4145.666016
	Iteration 12Q: 3 clusters Score -501836.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -501856.218750 Penalty: 4145.666016
	Iteration 13Q: 3 clusters Score -501856.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -501877.937500 Penalty: 4145.666016
	Iteration 14Q: 3 clusters Score -501877.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -501905.875000 Penalty: 4145.666016
	Iteration 15Q: 3 clusters Score -501905.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -501927.343750 Penalty: 4145.666016
	Iteration 16Q: 3 clusters Score -501927.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -501951.437500 Penalty: 4145.666016
	Iteration 17Q: 3 clusters Score -501951.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -501972.343750 Penalty: 4145.666016
	Iteration 18Q: 3 clusters Score -501972.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -501990.062500 Penalty: 4145.666016
	Iteration 19Q: 3 clusters Score -501990.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -502006.875000 Penalty: 4145.666016
	Iteration 20F: 3 clusters Score -502006.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -502021.312500 Penalty: 4145.666016
	Iteration 21Q: 3 clusters Score -502021.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -502030.656250 Penalty: 4145.666016
	Iteration 22Q: 3 clusters Score -502030.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -502040.375000 Penalty: 4145.666016
	Iteration 23Q: 3 clusters Score -502040.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -502045.093750 Penalty: 4145.666016
	Iteration 24Q: 3 clusters Score -502045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -502046.250000 Penalty: 4145.666016
	Iteration 25Q: 3 clusters Score -502046.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -502048.687500 Penalty: 4145.666016
	Iteration 26Q: 3 clusters Score -502048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -502051.125000 Penalty: 4145.666016
	Iteration 27Q: 3 clusters Score -502051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -502052.468750 Penalty: 4145.666016
	Iteration 28Q: 3 clusters Score -502052.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -502053.593750 Penalty: 4145.666016
	Iteration 29Q: 3 clusters Score -502053.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -502056.656250 Penalty: 4145.666016
	Iteration 30Q: 3 clusters Score -502056.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -502056.843750 Penalty: 4145.666016
	Iteration 31Q: 3 clusters Score -502056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -502056.843750 Penalty: 4145.666016
	Iteration 32F: 3 clusters Score -502056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -478781.562500 Penalty: 2052.987305
	Iteration 0F: 2 clusters Score -478781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -474890.000000 Penalty: 4105.974609
	Iteration 0F: 3 clusters Score -474890 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -475723.468750 Penalty: 4105.974609
	Iteration 1F: 3 clusters Score -475723.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -475903.843750 Penalty: 4105.974609
	Iteration 2F: 3 clusters Score -475903.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -476029.250000 Penalty: 4105.974609
	Iteration 3Q: 3 clusters Score -476029.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -476121.187500 Penalty: 4105.974609
	Iteration 4Q: 3 clusters Score -476121.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -476178.718750 Penalty: 4105.974609
	Iteration 5Q: 3 clusters Score -476178.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -476219.593750 Penalty: 4105.974609
	Iteration 6Q: 3 clusters Score -476219.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -476253.312500 Penalty: 4105.974609
	Iteration 7Q: 3 clusters Score -476253.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -476295.312500 Penalty: 4105.974609
	Iteration 8Q: 3 clusters Score -476295.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -476349.281250 Penalty: 4105.974609
	Iteration 9Q: 3 clusters Score -476349.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -476388.000000 Penalty: 4105.974609
	Iteration 10Q: 3 clusters Score -476388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -476427.187500 Penalty: 4105.974609
	Iteration 11Q: 3 clusters Score -476427.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -476472.906250 Penalty: 4105.974609
	Iteration 12Q: 3 clusters Score -476472.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -476508.812500 Penalty: 4105.974609
	Iteration 13Q: 3 clusters Score -476508.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -476545.437500 Penalty: 4105.974609
	Iteration 14Q: 3 clusters Score -476545.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -476580.812500 Penalty: 4105.974609
	Iteration 15Q: 3 clusters Score -476580.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -476606.906250 Penalty: 4105.974609
	Iteration 16Q: 3 clusters Score -476606.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -476630.562500 Penalty: 4105.974609
	Iteration 17Q: 3 clusters Score -476630.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -476654.281250 Penalty: 4105.974609
	Iteration 18Q: 3 clusters Score -476654.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -476677.750000 Penalty: 4105.974609
	Iteration 19Q: 3 clusters Score -476677.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -476696.906250 Penalty: 4105.974609
	Iteration 20F: 3 clusters Score -476696.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -476720.125000 Penalty: 4105.974609
	Iteration 21Q: 3 clusters Score -476720.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -476744.031250 Penalty: 4105.974609
	Iteration 22Q: 3 clusters Score -476744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -476762.687500 Penalty: 4105.974609
	Iteration 23Q: 3 clusters Score -476762.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -476783.968750 Penalty: 4105.974609
	Iteration 24Q: 3 clusters Score -476784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -476800.281250 Penalty: 4105.974609
	Iteration 25Q: 3 clusters Score -476800.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -476811.218750 Penalty: 4105.974609
	Iteration 26Q: 3 clusters Score -476811.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -476824.000000 Penalty: 4105.974609
	Iteration 27Q: 3 clusters Score -476824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -476838.593750 Penalty: 4105.974609
	Iteration 28Q: 3 clusters Score -476838.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -476855.156250 Penalty: 4105.974609
	Iteration 29Q: 3 clusters Score -476855.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -476868.312500 Penalty: 4105.974609
	Iteration 30Q: 3 clusters Score -476868.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -476879.843750 Penalty: 4105.974609
	Iteration 31Q: 3 clusters Score -476879.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -476887.500000 Penalty: 4105.974609
	Iteration 32Q: 3 clusters Score -476887.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -476896.906250 Penalty: 4105.974609
	Iteration 33Q: 3 clusters Score -476896.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -476904.531250 Penalty: 4105.974609
	Iteration 34Q: 3 clusters Score -476904.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -476908.843750 Penalty: 4105.974609
	Iteration 35Q: 3 clusters Score -476908.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -476913.000000 Penalty: 4105.974609
	Iteration 36Q: 3 clusters Score -476913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -476915.500000 Penalty: 4105.974609
	Iteration 37Q: 3 clusters Score -476915.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -476915.593750 Penalty: 4105.974609
	Iteration 38Q: 3 clusters Score -476915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -476917.093750 Penalty: 4105.974609
	Iteration 39Q: 3 clusters Score -476917.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -476917.718750 Penalty: 4105.974609
	Iteration 40F: 3 clusters Score -476917.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (94078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Entering Unmasked Estep 
Score: -11434523.000000 Penalty: 2840.066162
	Iteration 0F: 2 clusters Score -1.143452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -11371510.000000 Penalty: 5680.132324
	Iteration 0F: 3 clusters Score -1.137151e+07 nChanged 44226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -11396844.000000 Penalty: 5680.132324
	Iteration 1F: 3 clusters Score -1.139684e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -11397677.000000 Penalty: 5680.132324
	Iteration 2Q: 3 clusters Score -1.139768e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -11398534.000000 Penalty: 5680.132324
	Iteration 3Q: 3 clusters Score -1.139853e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -11399450.000000 Penalty: 5680.132324
	Iteration 4Q: 3 clusters Score -1.139945e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -11400668.000000 Penalty: 5680.132324
	Iteration 5Q: 3 clusters Score -1.140067e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -11402289.000000 Penalty: 5680.132324
	Iteration 6Q: 3 clusters Score -1.140229e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -11404750.000000 Penalty: 5680.132324
	Iteration 7Q: 3 clusters Score -1.140475e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -11408686.000000 Penalty: 5680.132324
	Iteration 8F: 3 clusters Score -1.140869e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 74842 members 
Entering Unmasked Estep 
Score: -11414430.000000 Penalty: 5680.132324
	Iteration 9F: 3 clusters Score -1.141443e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 82139 members 
Entering Unmasked Estep 
Score: -11421049.000000 Penalty: 5680.132324
	Iteration 10F: 3 clusters Score -1.142105e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 87995 members 
Entering Unmasked Estep 
Score: -11426566.000000 Penalty: 5680.132324
	Iteration 11F: 3 clusters Score -1.142657e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 91496 members 
Entering Unmasked Estep 
Score: -11429904.000000 Penalty: 5680.132324
	Iteration 12Q: 3 clusters Score -1.14299e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -11431221.000000 Penalty: 5680.132324
	Iteration 13Q: 3 clusters Score -1.143122e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -11431654.000000 Penalty: 5680.132324
	Iteration 14Q: 3 clusters Score -1.143165e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -11431873.000000 Penalty: 5680.132324
	Iteration 15Q: 3 clusters Score -1.143187e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 93690 members 
Entering Unmasked Estep 
Score: -11431975.000000 Penalty: 5680.132324
	Iteration 16Q: 3 clusters Score -1.143198e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 93713 members 
Entering Unmasked Estep 
Score: -11432020.000000 Penalty: 5680.132324
	Iteration 17Q: 3 clusters Score -1.143202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -11432043.000000 Penalty: 5680.132324
	Iteration 18Q: 3 clusters Score -1.143204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -11432068.000000 Penalty: 5680.132324
	Iteration 19Q: 3 clusters Score -1.143207e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -11432081.000000 Penalty: 5680.132324
	Iteration 20F: 3 clusters Score -1.143208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 93751 members 
Entering Unmasked Estep 
Score: -11432088.000000 Penalty: 5680.132324
	Iteration 21Q: 3 clusters Score -1.143209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -11432101.000000 Penalty: 5680.132324
	Iteration 22Q: 3 clusters Score -1.14321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 93763 members 
Entering Unmasked Estep 
Score: -11432114.000000 Penalty: 5680.132324
	Iteration 23Q: 3 clusters Score -1.143211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 93764 members 
Entering Unmasked Estep 
Score: -11432124.000000 Penalty: 5680.132324
	Iteration 24Q: 3 clusters Score -1.143212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 93766 members 
Entering Unmasked Estep 
Score: -11432123.000000 Penalty: 5680.132324
	Iteration 25Q: 3 clusters Score -1.143212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -11432145.000000 Penalty: 5680.132324
	Iteration 26Q: 3 clusters Score -1.143214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 93772 members 
Entering Unmasked Estep 
Score: -11432160.000000 Penalty: 5680.132324
	Iteration 27Q: 3 clusters Score -1.143216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 93771 members 
Entering Unmasked Estep 
Score: -11432172.000000 Penalty: 5680.132324
	Iteration 28Q: 3 clusters Score -1.143217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 93770 members 
Entering Unmasked Estep 
Score: -11432177.000000 Penalty: 5680.132324
	Iteration 29Q: 3 clusters Score -1.143218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -11432177.000000 Penalty: 5680.132324
	Iteration 30Q: 3 clusters Score -1.143218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -11432177.000000 Penalty: 5680.132324
	Iteration 31Q: 3 clusters Score -1.143218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -11432177.000000 Penalty: 5680.132324
	Iteration 32F: 3 clusters Score -1.143218e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Entering Unmasked Estep 
Score: -2092168.250000 Penalty: 2413.149902
	Iteration 0F: 2 clusters Score -2092168 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 8350 members 
Entering Unmasked Estep 
Score: -2080135.000000 Penalty: 4826.299805
	Iteration 0F: 3 clusters Score -2080135 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2083936.750000 Penalty: 4826.299805
	Iteration 1F: 3 clusters Score -2083937 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2084373.500000 Penalty: 4826.299805
	Iteration 2F: 3 clusters Score -2084374 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2084840.875000 Penalty: 4826.299805
	Iteration 3F: 3 clusters Score -2084841 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2085376.875000 Penalty: 4826.299805
	Iteration 4F: 3 clusters Score -2085377 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2086076.625000 Penalty: 4826.299805
	Iteration 5F: 3 clusters Score -2086077 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2086946.250000 Penalty: 4826.299805
	Iteration 6F: 3 clusters Score -2086946 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2087832.625000 Penalty: 4826.299805
	Iteration 7F: 3 clusters Score -2087833 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2088542.000000 Penalty: 4826.299805
	Iteration 8F: 3 clusters Score -2088542 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2089029.125000 Penalty: 4826.299805
	Iteration 9Q: 3 clusters Score -2089029 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2089388.000000 Penalty: 4826.299805
	Iteration 10Q: 3 clusters Score -2089388 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2089699.625000 Penalty: 4826.299805
	Iteration 11Q: 3 clusters Score -2089700 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2090014.125000 Penalty: 4826.299805
	Iteration 12Q: 3 clusters Score -2090014 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2090313.375000 Penalty: 4826.299805
	Iteration 13Q: 3 clusters Score -2090313 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2090542.500000 Penalty: 4826.299805
	Iteration 14Q: 3 clusters Score -2090542 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2090722.875000 Penalty: 4826.299805
	Iteration 15Q: 3 clusters Score -2090723 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2090843.000000 Penalty: 4826.299805
	Iteration 16Q: 3 clusters Score -2090843 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2090956.875000 Penalty: 4826.299805
	Iteration 17Q: 3 clusters Score -2090957 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2091040.500000 Penalty: 4826.299805
	Iteration 18Q: 3 clusters Score -2091040 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2091087.875000 Penalty: 4826.299805
	Iteration 19Q: 3 clusters Score -2091088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2091120.625000 Penalty: 4826.299805
	Iteration 20F: 3 clusters Score -2091121 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2091143.500000 Penalty: 4826.299805
	Iteration 21Q: 3 clusters Score -2091144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2091151.625000 Penalty: 4826.299805
	Iteration 22Q: 3 clusters Score -2091152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2091157.500000 Penalty: 4826.299805
	Iteration 23Q: 3 clusters Score -2091158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2091167.000000 Penalty: 4826.299805
	Iteration 24Q: 3 clusters Score -2091167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2091179.750000 Penalty: 4826.299805
	Iteration 25Q: 3 clusters Score -2091180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2091184.000000 Penalty: 4826.299805
	Iteration 26Q: 3 clusters Score -2091184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2091186.875000 Penalty: 4826.299805
	Iteration 27Q: 3 clusters Score -2091187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2091187.000000 Penalty: 4826.299805
	Iteration 28Q: 3 clusters Score -2091187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2091189.750000 Penalty: 4826.299805
	Iteration 29Q: 3 clusters Score -2091190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2091188.250000 Penalty: 4826.299805
	Iteration 30Q: 3 clusters Score -2091188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2091188.250000 Penalty: 4826.299805
	Iteration 31F: 3 clusters Score -2091188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -168076.890625 Penalty: 1851.907959
	Iteration 0F: 2 clusters Score -168076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -165677.296875 Penalty: 3703.815918
	Iteration 0F: 3 clusters Score -165677.3 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -166369.906250 Penalty: 3703.815918
	Iteration 1F: 3 clusters Score -166369.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -166706.984375 Penalty: 3703.815918
	Iteration 2F: 3 clusters Score -166707 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -166935.625000 Penalty: 3703.815918
	Iteration 3F: 3 clusters Score -166935.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -167121.296875 Penalty: 3703.815918
	Iteration 4F: 3 clusters Score -167121.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -167356.437500 Penalty: 3703.815918
	Iteration 5F: 3 clusters Score -167356.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -167580.390625 Penalty: 3703.815918
	Iteration 6F: 3 clusters Score -167580.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -167707.265625 Penalty: 3703.815918
	Iteration 7Q: 3 clusters Score -167707.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -167771.828125 Penalty: 3703.815918
	Iteration 8Q: 3 clusters Score -167771.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -167812.187500 Penalty: 3703.815918
	Iteration 9Q: 3 clusters Score -167812.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -167852.296875 Penalty: 3703.815918
	Iteration 10Q: 3 clusters Score -167852.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -167896.140625 Penalty: 3703.815918
	Iteration 11Q: 3 clusters Score -167896.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -167936.937500 Penalty: 3703.815918
	Iteration 12Q: 3 clusters Score -167936.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -167973.546875 Penalty: 3703.815918
	Iteration 13Q: 3 clusters Score -167973.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -168014.890625 Penalty: 3703.815918
	Iteration 14Q: 3 clusters Score -168014.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -168048.750000 Penalty: 3703.815918
	Iteration 15Q: 3 clusters Score -168048.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -168071.875000 Penalty: 3703.815918
	Iteration 16Q: 3 clusters Score -168071.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -168083.843750 Penalty: 3703.815918
	Iteration 17Q: 3 clusters Score -168083.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -168100.765625 Penalty: 3703.815918
	Iteration 18Q: 3 clusters Score -168100.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -168107.140625 Penalty: 3703.815918
	Iteration 19Q: 3 clusters Score -168107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -168112.062500 Penalty: 3703.815918
	Iteration 20F: 3 clusters Score -168112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -168114.796875 Penalty: 3703.815918
	Iteration 21Q: 3 clusters Score -168114.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -168115.343750 Penalty: 3703.815918
	Iteration 22Q: 3 clusters Score -168115.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -168115.343750 Penalty: 3703.815918
	Iteration 23F: 3 clusters Score -168115.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1153 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Mstep: Class 84 contains 597 members 
Entering Unmasked Estep 
Score: -154541616.000000 Penalty: 293480.187500
Splitting cluster 24 changes total score from -154543520.000000 to -154541616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (92396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Entering Unmasked Estep 
Score: -11316576.000000 Penalty: 2835.592041
	Iteration 0F: 2 clusters Score -1.131658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -11254741.000000 Penalty: 5671.184082
	Iteration 0F: 3 clusters Score -1.125474e+07 nChanged 43569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -11279721.000000 Penalty: 5671.184082
	Iteration 1F: 3 clusters Score -1.127972e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -11280422.000000 Penalty: 5671.184082
	Iteration 2Q: 3 clusters Score -1.128042e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -11281116.000000 Penalty: 5671.184082
	Iteration 3Q: 3 clusters Score -1.128112e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -11281802.000000 Penalty: 5671.184082
	Iteration 4Q: 3 clusters Score -1.12818e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -11282550.000000 Penalty: 5671.184082
	Iteration 5Q: 3 clusters Score -1.128255e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -11283354.000000 Penalty: 5671.184082
	Iteration 6Q: 3 clusters Score -1.128335e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -11284377.000000 Penalty: 5671.184082
	Iteration 7Q: 3 clusters Score -1.128438e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -11285728.000000 Penalty: 5671.184082
	Iteration 8Q: 3 clusters Score -1.128573e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -11287302.000000 Penalty: 5671.184082
	Iteration 9Q: 3 clusters Score -1.12873e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -11289468.000000 Penalty: 5671.184082
	Iteration 10Q: 3 clusters Score -1.128947e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
Score: -11291888.000000 Penalty: 5671.184082
	Iteration 11F: 3 clusters Score -1.129189e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -11294740.000000 Penalty: 5671.184082
	Iteration 12F: 3 clusters Score -1.129474e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -11297737.000000 Penalty: 5671.184082
	Iteration 13F: 3 clusters Score -1.129774e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -11300967.000000 Penalty: 5671.184082
	Iteration 14F: 3 clusters Score -1.130097e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 79787 members 
Entering Unmasked Estep 
Score: -11304441.000000 Penalty: 5671.184082
	Iteration 15Q: 3 clusters Score -1.130444e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 83729 members 
Entering Unmasked Estep 
Score: -11307543.000000 Penalty: 5671.184082
	Iteration 16Q: 3 clusters Score -1.130754e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 86868 members 
Entering Unmasked Estep 
Score: -11310227.000000 Penalty: 5671.184082
	Iteration 17Q: 3 clusters Score -1.131023e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 89026 members 
Entering Unmasked Estep 
Score: -11312108.000000 Penalty: 5671.184082
	Iteration 18Q: 3 clusters Score -1.131211e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -11313128.000000 Penalty: 5671.184082
	Iteration 19Q: 3 clusters Score -1.131313e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 90921 members 
Entering Unmasked Estep 
Score: -11313714.000000 Penalty: 5671.184082
	Iteration 20F: 3 clusters Score -1.131371e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 91237 members 
Entering Unmasked Estep 
Score: -11314016.000000 Penalty: 5671.184082
	Iteration 21Q: 3 clusters Score -1.131402e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -11314223.000000 Penalty: 5671.184082
	Iteration 22Q: 3 clusters Score -1.131422e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -11314327.000000 Penalty: 5671.184082
	Iteration 23Q: 3 clusters Score -1.131433e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 91560 members 
Entering Unmasked Estep 
Score: -11314367.000000 Penalty: 5671.184082
	Iteration 24Q: 3 clusters Score -1.131437e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 91584 members 
Entering Unmasked Estep 
Score: -11314414.000000 Penalty: 5671.184082
	Iteration 25Q: 3 clusters Score -1.131441e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 91595 members 
Entering Unmasked Estep 
Score: -11314444.000000 Penalty: 5671.184082
	Iteration 26Q: 3 clusters Score -1.131444e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 91593 members 
Entering Unmasked Estep 
Score: -11314470.000000 Penalty: 5671.184082
	Iteration 27Q: 3 clusters Score -1.131447e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 91588 members 
Entering Unmasked Estep 
Score: -11314490.000000 Penalty: 5671.184082
	Iteration 28Q: 3 clusters Score -1.131449e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 91585 members 
Entering Unmasked Estep 
Score: -11314516.000000 Penalty: 5671.184082
	Iteration 29Q: 3 clusters Score -1.131452e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -11314546.000000 Penalty: 5671.184082
	Iteration 30Q: 3 clusters Score -1.131455e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -11314561.000000 Penalty: 5671.184082
	Iteration 31Q: 3 clusters Score -1.131456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -11314566.000000 Penalty: 5671.184082
	Iteration 32Q: 3 clusters Score -1.131457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 91589 members 
Entering Unmasked Estep 
Score: -11314577.000000 Penalty: 5671.184082
	Iteration 33Q: 3 clusters Score -1.131458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 91589 members 
Entering Unmasked Estep 
Score: -11314586.000000 Penalty: 5671.184082
	Iteration 34Q: 3 clusters Score -1.131459e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 91585 members 
Entering Unmasked Estep 
Score: -11314603.000000 Penalty: 5671.184082
	Iteration 35Q: 3 clusters Score -1.13146e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 91576 members 
Entering Unmasked Estep 
Score: -11314601.000000 Penalty: 5671.184082
	Iteration 36Q: 3 clusters Score -1.13146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 91573 members 
Entering Unmasked Estep 
Score: -11314617.000000 Penalty: 5671.184082
	Iteration 37Q: 3 clusters Score -1.131462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 91571 members 
Entering Unmasked Estep 
Score: -11314630.000000 Penalty: 5671.184082
	Iteration 38Q: 3 clusters Score -1.131463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 91570 members 
Entering Unmasked Estep 
Score: -11314630.000000 Penalty: 5671.184082
	Iteration 39Q: 3 clusters Score -1.131463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 91569 members 
Entering Unmasked Estep 
Score: -11314622.000000 Penalty: 5671.184082
	Iteration 40F: 3 clusters Score -1.131462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -1041022.437500 Penalty: 2178.472412
	Iteration 0F: 2 clusters Score -1041022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1035551.500000 Penalty: 4356.944824
	Iteration 0F: 3 clusters Score -1035552 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1037208.875000 Penalty: 4356.944824
	Iteration 1F: 3 clusters Score -1037209 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1037807.062500 Penalty: 4356.944824
	Iteration 2F: 3 clusters Score -1037807 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1038282.062500 Penalty: 4356.944824
	Iteration 3F: 3 clusters Score -1038282 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1038706.125000 Penalty: 4356.944824
	Iteration 4F: 3 clusters Score -1038706 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1039036.625000 Penalty: 4356.944824
	Iteration 5F: 3 clusters Score -1039037 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1039298.812500 Penalty: 4356.944824
	Iteration 6Q: 3 clusters Score -1039299 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1039471.187500 Penalty: 4356.944824
	Iteration 7Q: 3 clusters Score -1039471 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1039599.687500 Penalty: 4356.944824
	Iteration 8Q: 3 clusters Score -1039600 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1039724.125000 Penalty: 4356.944824
	Iteration 9Q: 3 clusters Score -1039724 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1039829.437500 Penalty: 4356.944824
	Iteration 10Q: 3 clusters Score -1039829 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1039898.250000 Penalty: 4356.944824
	Iteration 11Q: 3 clusters Score -1039898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1039945.687500 Penalty: 4356.944824
	Iteration 12Q: 3 clusters Score -1039946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1039981.437500 Penalty: 4356.944824
	Iteration 13Q: 3 clusters Score -1039981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1040001.375000 Penalty: 4356.944824
	Iteration 14Q: 3 clusters Score -1040001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1040018.812500 Penalty: 4356.944824
	Iteration 15Q: 3 clusters Score -1040019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1040024.187500 Penalty: 4356.944824
	Iteration 16Q: 3 clusters Score -1040024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1040030.437500 Penalty: 4356.944824
	Iteration 17Q: 3 clusters Score -1040030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1040042.062500 Penalty: 4356.944824
	Iteration 18Q: 3 clusters Score -1040042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1040048.625000 Penalty: 4356.944824
	Iteration 19Q: 3 clusters Score -1040049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1040053.375000 Penalty: 4356.944824
	Iteration 20F: 3 clusters Score -1040053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1040062.437500 Penalty: 4356.944824
	Iteration 21Q: 3 clusters Score -1040062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1040069.375000 Penalty: 4356.944824
	Iteration 22Q: 3 clusters Score -1040069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1040075.562500 Penalty: 4356.944824
	Iteration 23Q: 3 clusters Score -1040076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1040078.500000 Penalty: 4356.944824
	Iteration 24Q: 3 clusters Score -1040078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1040082.000000 Penalty: 4356.944824
	Iteration 25Q: 3 clusters Score -1040082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1040083.750000 Penalty: 4356.944824
	Iteration 26Q: 3 clusters Score -1040084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1040086.562500 Penalty: 4356.944824
	Iteration 27Q: 3 clusters Score -1040087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1040088.687500 Penalty: 4356.944824
	Iteration 28Q: 3 clusters Score -1040089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1040088.687500 Penalty: 4356.944824
	Iteration 29Q: 3 clusters Score -1040089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1040088.875000 Penalty: 4356.944824
	Iteration 30Q: 3 clusters Score -1040089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1040087.875000 Penalty: 4356.944824
	Iteration 31Q: 3 clusters Score -1040088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1040087.875000 Penalty: 4356.944824
	Iteration 32F: 3 clusters Score -1040088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -190338.515625 Penalty: 1861.907104
	Iteration 0F: 2 clusters Score -190338.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -187833.203125 Penalty: 3723.814209
	Iteration 0F: 3 clusters Score -187833.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -188299.312500 Penalty: 3723.814209
	Iteration 1F: 3 clusters Score -188299.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -188453.953125 Penalty: 3723.814209
	Iteration 2F: 3 clusters Score -188454 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -188548.140625 Penalty: 3723.814209
	Iteration 3F: 3 clusters Score -188548.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -188628.281250 Penalty: 3723.814209
	Iteration 4Q: 3 clusters Score -188628.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -188689.296875 Penalty: 3723.814209
	Iteration 5Q: 3 clusters Score -188689.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -188717.609375 Penalty: 3723.814209
	Iteration 6Q: 3 clusters Score -188717.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -188745.859375 Penalty: 3723.814209
	Iteration 7Q: 3 clusters Score -188745.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -188771.156250 Penalty: 3723.814209
	Iteration 8Q: 3 clusters Score -188771.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -188784.062500 Penalty: 3723.814209
	Iteration 9Q: 3 clusters Score -188784.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -188792.593750 Penalty: 3723.814209
	Iteration 10Q: 3 clusters Score -188792.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -188802.687500 Penalty: 3723.814209
	Iteration 11Q: 3 clusters Score -188802.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -188812.515625 Penalty: 3723.814209
	Iteration 12Q: 3 clusters Score -188812.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -188817.703125 Penalty: 3723.814209
	Iteration 13Q: 3 clusters Score -188817.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -188825.078125 Penalty: 3723.814209
	Iteration 14Q: 3 clusters Score -188825.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -188829.828125 Penalty: 3723.814209
	Iteration 15Q: 3 clusters Score -188829.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -188835.062500 Penalty: 3723.814209
	Iteration 16Q: 3 clusters Score -188835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -188837.609375 Penalty: 3723.814209
	Iteration 17Q: 3 clusters Score -188837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -188837.875000 Penalty: 3723.814209
	Iteration 18Q: 3 clusters Score -188837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -188837.875000 Penalty: 3723.814209
	Iteration 19F: 3 clusters Score -188837.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -1255135.750000 Penalty: 2296.476807
	Iteration 0F: 2 clusters Score -1255136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1247154.625000 Penalty: 4592.953613
	Iteration 0F: 3 clusters Score -1247155 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1249526.500000 Penalty: 4592.953613
	Iteration 1F: 3 clusters Score -1249526 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1249933.500000 Penalty: 4592.953613
	Iteration 2F: 3 clusters Score -1249934 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1250288.875000 Penalty: 4592.953613
	Iteration 3F: 3 clusters Score -1250289 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1250574.500000 Penalty: 4592.953613
	Iteration 4F: 3 clusters Score -1250574 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1250829.750000 Penalty: 4592.953613
	Iteration 5Q: 3 clusters Score -1250830 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1251049.750000 Penalty: 4592.953613
	Iteration 6Q: 3 clusters Score -1251050 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1251237.875000 Penalty: 4592.953613
	Iteration 7Q: 3 clusters Score -1251238 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1251393.000000 Penalty: 4592.953613
	Iteration 8Q: 3 clusters Score -1251393 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1251564.875000 Penalty: 4592.953613
	Iteration 9Q: 3 clusters Score -1251565 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1251758.000000 Penalty: 4592.953613
	Iteration 10Q: 3 clusters Score -1251758 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1251973.500000 Penalty: 4592.953613
	Iteration 11Q: 3 clusters Score -1251974 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1252216.000000 Penalty: 4592.953613
	Iteration 12Q: 3 clusters Score -1252216 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1252458.125000 Penalty: 4592.953613
	Iteration 13Q: 3 clusters Score -1252458 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1252673.750000 Penalty: 4592.953613
	Iteration 14Q: 3 clusters Score -1252674 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1252844.125000 Penalty: 4592.953613
	Iteration 15Q: 3 clusters Score -1252844 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1253015.375000 Penalty: 4592.953613
	Iteration 16Q: 3 clusters Score -1253015 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1253176.625000 Penalty: 4592.953613
	Iteration 17Q: 3 clusters Score -1253177 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1253305.500000 Penalty: 4592.953613
	Iteration 18Q: 3 clusters Score -1253306 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1253417.250000 Penalty: 4592.953613
	Iteration 19Q: 3 clusters Score -1253417 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1253519.500000 Penalty: 4592.953613
	Iteration 20F: 3 clusters Score -1253520 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1253612.375000 Penalty: 4592.953613
	Iteration 21Q: 3 clusters Score -1253612 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1253683.000000 Penalty: 4592.953613
	Iteration 22Q: 3 clusters Score -1253683 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1253740.125000 Penalty: 4592.953613
	Iteration 23Q: 3 clusters Score -1253740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1253794.375000 Penalty: 4592.953613
	Iteration 24Q: 3 clusters Score -1253794 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1253840.500000 Penalty: 4592.953613
	Iteration 25Q: 3 clusters Score -1253840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1253871.125000 Penalty: 4592.953613
	Iteration 26Q: 3 clusters Score -1253871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1253888.250000 Penalty: 4592.953613
	Iteration 27Q: 3 clusters Score -1253888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1253900.000000 Penalty: 4592.953613
	Iteration 28Q: 3 clusters Score -1253900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1253913.250000 Penalty: 4592.953613
	Iteration 29Q: 3 clusters Score -1253913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1253918.250000 Penalty: 4592.953613
	Iteration 30Q: 3 clusters Score -1253918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1253923.375000 Penalty: 4592.953613
	Iteration 31Q: 3 clusters Score -1253923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1253927.375000 Penalty: 4592.953613
	Iteration 32Q: 3 clusters Score -1253927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1253929.625000 Penalty: 4592.953613
	Iteration 33Q: 3 clusters Score -1253930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1253931.000000 Penalty: 4592.953613
	Iteration 34Q: 3 clusters Score -1253931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1253930.125000 Penalty: 4592.953613
	Iteration 35Q: 3 clusters Score -1253930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1253931.625000 Penalty: 4592.953613
	Iteration 36Q: 3 clusters Score -1253932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1253933.125000 Penalty: 4592.953613
	Iteration 37Q: 3 clusters Score -1253933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1253935.375000 Penalty: 4592.953613
	Iteration 38Q: 3 clusters Score -1253935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1253934.750000 Penalty: 4592.953613
	Iteration 39Q: 3 clusters Score -1253935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1253934.750000 Penalty: 4592.953613
	Iteration 40F: 3 clusters Score -1253935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Entering Unmasked Estep 
Score: -2853657.000000 Penalty: 2496.575928
	Iteration 0F: 2 clusters Score -2853657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2837176.250000 Penalty: 4993.151855
	Iteration 0F: 3 clusters Score -2837176 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2842927.750000 Penalty: 4993.151855
	Iteration 1F: 3 clusters Score -2842928 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2843395.500000 Penalty: 4993.151855
	Iteration 2F: 3 clusters Score -2843396 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2843870.750000 Penalty: 4993.151855
	Iteration 3Q: 3 clusters Score -2843871 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2844402.750000 Penalty: 4993.151855
	Iteration 4Q: 3 clusters Score -2844403 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2845018.500000 Penalty: 4993.151855
	Iteration 5Q: 3 clusters Score -2845018 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2845777.250000 Penalty: 4993.151855
	Iteration 6F: 3 clusters Score -2845777 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2846551.500000 Penalty: 4993.151855
	Iteration 7F: 3 clusters Score -2846552 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2847344.500000 Penalty: 4993.151855
	Iteration 8F: 3 clusters Score -2847344 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2848225.250000 Penalty: 4993.151855
	Iteration 9F: 3 clusters Score -2848225 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2849139.000000 Penalty: 4993.151855
	Iteration 10Q: 3 clusters Score -2849139 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2849981.250000 Penalty: 4993.151855
	Iteration 11Q: 3 clusters Score -2849981 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2850582.500000 Penalty: 4993.151855
	Iteration 12Q: 3 clusters Score -2850582 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2851042.500000 Penalty: 4993.151855
	Iteration 13Q: 3 clusters Score -2851042 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2851368.750000 Penalty: 4993.151855
	Iteration 14Q: 3 clusters Score -2851369 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2851584.750000 Penalty: 4993.151855
	Iteration 15Q: 3 clusters Score -2851585 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2851769.500000 Penalty: 4993.151855
	Iteration 16Q: 3 clusters Score -2851770 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2851906.000000 Penalty: 4993.151855
	Iteration 17Q: 3 clusters Score -2851906 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2851992.500000 Penalty: 4993.151855
	Iteration 18Q: 3 clusters Score -2851992 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2852057.500000 Penalty: 4993.151855
	Iteration 19Q: 3 clusters Score -2852058 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2852109.500000 Penalty: 4993.151855
	Iteration 20F: 3 clusters Score -2852110 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2852147.000000 Penalty: 4993.151855
	Iteration 21Q: 3 clusters Score -2852147 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2852174.000000 Penalty: 4993.151855
	Iteration 22Q: 3 clusters Score -2852174 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2852186.250000 Penalty: 4993.151855
	Iteration 23Q: 3 clusters Score -2852186 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2852194.500000 Penalty: 4993.151855
	Iteration 24Q: 3 clusters Score -2852194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2852204.250000 Penalty: 4993.151855
	Iteration 25Q: 3 clusters Score -2852204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2852216.000000 Penalty: 4993.151855
	Iteration 26Q: 3 clusters Score -2852216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2852223.500000 Penalty: 4993.151855
	Iteration 27Q: 3 clusters Score -2852224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2852224.000000 Penalty: 4993.151855
	Iteration 28Q: 3 clusters Score -2852224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2852227.250000 Penalty: 4993.151855
	Iteration 29Q: 3 clusters Score -2852227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2852234.750000 Penalty: 4993.151855
	Iteration 30Q: 3 clusters Score -2852235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2852236.000000 Penalty: 4993.151855
	Iteration 31Q: 3 clusters Score -2852236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2852241.500000 Penalty: 4993.151855
	Iteration 32Q: 3 clusters Score -2852242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2852253.250000 Penalty: 4993.151855
	Iteration 33Q: 3 clusters Score -2852253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2852251.500000 Penalty: 4993.151855
	Iteration 34Q: 3 clusters Score -2852252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2852255.250000 Penalty: 4993.151855
	Iteration 35Q: 3 clusters Score -2852255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2852255.750000 Penalty: 4993.151855
	Iteration 36Q: 3 clusters Score -2852256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2852262.500000 Penalty: 4993.151855
	Iteration 37Q: 3 clusters Score -2852262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2852269.500000 Penalty: 4993.151855
	Iteration 38Q: 3 clusters Score -2852270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2852264.000000 Penalty: 4993.151855
	Iteration 39Q: 3 clusters Score -2852264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2852260.250000 Penalty: 4993.151855
	Iteration 40F: 3 clusters Score -2852260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2852262.750000 Penalty: 4993.151855
	Iteration 41Q: 3 clusters Score -2852263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2852264.000000 Penalty: 4993.151855
	Iteration 42Q: 3 clusters Score -2852264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2852259.000000 Penalty: 4993.151855
	Iteration 43Q: 3 clusters Score -2852259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2852255.500000 Penalty: 4993.151855
	Iteration 44Q: 3 clusters Score -2852256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2852254.500000 Penalty: 4993.151855
	Iteration 45Q: 3 clusters Score -2852254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2852255.250000 Penalty: 4993.151855
	Iteration 46Q: 3 clusters Score -2852255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2852255.250000 Penalty: 4993.151855
	Iteration 47Q: 3 clusters Score -2852255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2852257.000000 Penalty: 4993.151855
	Iteration 48Q: 3 clusters Score -2852257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2852258.250000 Penalty: 4993.151855
	Iteration 49Q: 3 clusters Score -2852258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2852262.250000 Penalty: 4993.151855
	Iteration 50Q: 3 clusters Score -2852262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2852258.500000 Penalty: 4993.151855
	Iteration 51Q: 3 clusters Score -2852258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2852256.750000 Penalty: 4993.151855
	Iteration 52Q: 3 clusters Score -2852257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2852257.500000 Penalty: 4993.151855
	Iteration 53Q: 3 clusters Score -2852258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2852258.750000 Penalty: 4993.151855
	Iteration 54Q: 3 clusters Score -2852259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2852262.000000 Penalty: 4993.151855
	Iteration 55Q: 3 clusters Score -2852262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2852262.000000 Penalty: 4993.151855
	Iteration 56Q: 3 clusters Score -2852262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2852263.500000 Penalty: 4993.151855
	Iteration 57Q: 3 clusters Score -2852264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2852263.500000 Penalty: 4993.151855
	Iteration 58F: 3 clusters Score -2852264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (39198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Entering Unmasked Estep 
Score: -4884186.000000 Penalty: 2622.942383
	Iteration 0F: 2 clusters Score -4884186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -4857607.000000 Penalty: 5245.884766
	Iteration 0F: 3 clusters Score -4857607 nChanged 17822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -4867407.000000 Penalty: 5245.884766
	Iteration 1F: 3 clusters Score -4867407 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -4867871.000000 Penalty: 5245.884766
	Iteration 2Q: 3 clusters Score -4867871 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -4868243.500000 Penalty: 5245.884766
	Iteration 3Q: 3 clusters Score -4868244 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4868671.500000 Penalty: 5245.884766
	Iteration 4Q: 3 clusters Score -4868672 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -4869148.500000 Penalty: 5245.884766
	Iteration 5Q: 3 clusters Score -4869148 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -4869739.500000 Penalty: 5245.884766
	Iteration 6Q: 3 clusters Score -4869740 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -4870513.500000 Penalty: 5245.884766
	Iteration 7Q: 3 clusters Score -4870514 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -4871610.500000 Penalty: 5245.884766
	Iteration 8F: 3 clusters Score -4871610 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -4873036.500000 Penalty: 5245.884766
	Iteration 9F: 3 clusters Score -4873036 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -4874570.000000 Penalty: 5245.884766
	Iteration 10F: 3 clusters Score -4874570 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -4876027.500000 Penalty: 5245.884766
	Iteration 11F: 3 clusters Score -4876028 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -4877274.000000 Penalty: 5245.884766
	Iteration 12Q: 3 clusters Score -4877274 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -4878270.000000 Penalty: 5245.884766
	Iteration 13Q: 3 clusters Score -4878270 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4879058.500000 Penalty: 5245.884766
	Iteration 14Q: 3 clusters Score -4879058 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4879662.500000 Penalty: 5245.884766
	Iteration 15Q: 3 clusters Score -4879662 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4880143.500000 Penalty: 5245.884766
	Iteration 16Q: 3 clusters Score -4880144 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -4880483.000000 Penalty: 5245.884766
	Iteration 17Q: 3 clusters Score -4880483 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4880735.000000 Penalty: 5245.884766
	Iteration 18Q: 3 clusters Score -4880735 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -4880896.500000 Penalty: 5245.884766
	Iteration 19Q: 3 clusters Score -4880896 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -4881042.000000 Penalty: 5245.884766
	Iteration 20F: 3 clusters Score -4881042 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4881132.500000 Penalty: 5245.884766
	Iteration 21Q: 3 clusters Score -4881132 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -4881201.000000 Penalty: 5245.884766
	Iteration 22Q: 3 clusters Score -4881201 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4881285.000000 Penalty: 5245.884766
	Iteration 23Q: 3 clusters Score -4881285 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -4881327.000000 Penalty: 5245.884766
	Iteration 24Q: 3 clusters Score -4881327 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -4881388.500000 Penalty: 5245.884766
	Iteration 25Q: 3 clusters Score -4881388 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -4881435.500000 Penalty: 5245.884766
	Iteration 26Q: 3 clusters Score -4881436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -4881475.000000 Penalty: 5245.884766
	Iteration 27Q: 3 clusters Score -4881475 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -4881516.500000 Penalty: 5245.884766
	Iteration 28Q: 3 clusters Score -4881516 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -4881550.500000 Penalty: 5245.884766
	Iteration 29Q: 3 clusters Score -4881550 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -4881579.500000 Penalty: 5245.884766
	Iteration 30Q: 3 clusters Score -4881580 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -4881620.000000 Penalty: 5245.884766
	Iteration 31Q: 3 clusters Score -4881620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -4881638.000000 Penalty: 5245.884766
	Iteration 32Q: 3 clusters Score -4881638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -4881652.000000 Penalty: 5245.884766
	Iteration 33Q: 3 clusters Score -4881652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -4881680.500000 Penalty: 5245.884766
	Iteration 34Q: 3 clusters Score -4881680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -4881689.500000 Penalty: 5245.884766
	Iteration 35Q: 3 clusters Score -4881690 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4881713.500000 Penalty: 5245.884766
	Iteration 36Q: 3 clusters Score -4881714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4881730.000000 Penalty: 5245.884766
	Iteration 37Q: 3 clusters Score -4881730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -4881751.000000 Penalty: 5245.884766
	Iteration 38Q: 3 clusters Score -4881751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -4881771.000000 Penalty: 5245.884766
	Iteration 39Q: 3 clusters Score -4881771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -4881777.500000 Penalty: 5245.884766
	Iteration 40F: 3 clusters Score -4881778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -4881787.500000 Penalty: 5245.884766
	Iteration 41Q: 3 clusters Score -4881788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -4881805.500000 Penalty: 5245.884766
	Iteration 42Q: 3 clusters Score -4881806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -4881827.000000 Penalty: 5245.884766
	Iteration 43Q: 3 clusters Score -4881827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -4881850.000000 Penalty: 5245.884766
	Iteration 44Q: 3 clusters Score -4881850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -4881864.500000 Penalty: 5245.884766
	Iteration 45Q: 3 clusters Score -4881864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -4881882.500000 Penalty: 5245.884766
	Iteration 46Q: 3 clusters Score -4881882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -4881886.500000 Penalty: 5245.884766
	Iteration 47Q: 3 clusters Score -4881886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -4881897.000000 Penalty: 5245.884766
	Iteration 48Q: 3 clusters Score -4881897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -4881904.000000 Penalty: 5245.884766
	Iteration 49Q: 3 clusters Score -4881904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -4881914.000000 Penalty: 5245.884766
	Iteration 50Q: 3 clusters Score -4881914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -4881917.000000 Penalty: 5245.884766
	Iteration 51Q: 3 clusters Score -4881917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -4881913.500000 Penalty: 5245.884766
	Iteration 52Q: 3 clusters Score -4881914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -4881924.500000 Penalty: 5245.884766
	Iteration 53Q: 3 clusters Score -4881924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -4881927.000000 Penalty: 5245.884766
	Iteration 54Q: 3 clusters Score -4881927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -4881930.000000 Penalty: 5245.884766
	Iteration 55Q: 3 clusters Score -4881930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -4881932.000000 Penalty: 5245.884766
	Iteration 56Q: 3 clusters Score -4881932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -4881929.000000 Penalty: 5245.884766
	Iteration 57Q: 3 clusters Score -4881929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -4881936.000000 Penalty: 5245.884766
	Iteration 58Q: 3 clusters Score -4881936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -4881929.000000 Penalty: 5245.884766
	Iteration 59Q: 3 clusters Score -4881929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -4881936.500000 Penalty: 5245.884766
	Iteration 60F: 3 clusters Score -4881936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -4881939.500000 Penalty: 5245.884766
	Iteration 61Q: 3 clusters Score -4881940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -4881939.500000 Penalty: 5245.884766
	Iteration 62F: 3 clusters Score -4881940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -597221.312500 Penalty: 2117.951660
	Iteration 0F: 2 clusters Score -597221.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -592680.937500 Penalty: 4235.903320
	Iteration 0F: 3 clusters Score -592680.9 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -593844.125000 Penalty: 4235.903320
	Iteration 1F: 3 clusters Score -593844.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -594120.687500 Penalty: 4235.903320
	Iteration 2F: 3 clusters Score -594120.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -594388.437500 Penalty: 4235.903320
	Iteration 3F: 3 clusters Score -594388.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -594669.312500 Penalty: 4235.903320
	Iteration 4F: 3 clusters Score -594669.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -594989.312500 Penalty: 4235.903320
	Iteration 5F: 3 clusters Score -594989.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -595283.500000 Penalty: 4235.903320
	Iteration 6F: 3 clusters Score -595283.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -595485.062500 Penalty: 4235.903320
	Iteration 7Q: 3 clusters Score -595485.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -595603.062500 Penalty: 4235.903320
	Iteration 8Q: 3 clusters Score -595603.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -595681.562500 Penalty: 4235.903320
	Iteration 9Q: 3 clusters Score -595681.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -595740.812500 Penalty: 4235.903320
	Iteration 10Q: 3 clusters Score -595740.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -595785.125000 Penalty: 4235.903320
	Iteration 11Q: 3 clusters Score -595785.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -595825.250000 Penalty: 4235.903320
	Iteration 12Q: 3 clusters Score -595825.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -595858.125000 Penalty: 4235.903320
	Iteration 13Q: 3 clusters Score -595858.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -595883.187500 Penalty: 4235.903320
	Iteration 14Q: 3 clusters Score -595883.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -595906.000000 Penalty: 4235.903320
	Iteration 15Q: 3 clusters Score -595906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -595925.875000 Penalty: 4235.903320
	Iteration 16Q: 3 clusters Score -595925.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -595935.812500 Penalty: 4235.903320
	Iteration 17Q: 3 clusters Score -595935.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -595943.687500 Penalty: 4235.903320
	Iteration 18Q: 3 clusters Score -595943.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -595954.875000 Penalty: 4235.903320
	Iteration 19Q: 3 clusters Score -595954.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -595963.750000 Penalty: 4235.903320
	Iteration 20F: 3 clusters Score -595963.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -595972.562500 Penalty: 4235.903320
	Iteration 21Q: 3 clusters Score -595972.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -595980.375000 Penalty: 4235.903320
	Iteration 22Q: 3 clusters Score -595980.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -595987.875000 Penalty: 4235.903320
	Iteration 23Q: 3 clusters Score -595987.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -595991.812500 Penalty: 4235.903320
	Iteration 24Q: 3 clusters Score -595991.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -595994.500000 Penalty: 4235.903320
	Iteration 25Q: 3 clusters Score -595994.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -595997.750000 Penalty: 4235.903320
	Iteration 26Q: 3 clusters Score -595997.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -596001.125000 Penalty: 4235.903320
	Iteration 27Q: 3 clusters Score -596001.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -596004.937500 Penalty: 4235.903320
	Iteration 28Q: 3 clusters Score -596004.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -596008.125000 Penalty: 4235.903320
	Iteration 29Q: 3 clusters Score -596008.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -596012.062500 Penalty: 4235.903320
	Iteration 30Q: 3 clusters Score -596012.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -596016.187500 Penalty: 4235.903320
	Iteration 31Q: 3 clusters Score -596016.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -596022.687500 Penalty: 4235.903320
	Iteration 32Q: 3 clusters Score -596022.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -596026.812500 Penalty: 4235.903320
	Iteration 33Q: 3 clusters Score -596026.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -596030.875000 Penalty: 4235.903320
	Iteration 34Q: 3 clusters Score -596030.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -596033.875000 Penalty: 4235.903320
	Iteration 35Q: 3 clusters Score -596033.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -596037.687500 Penalty: 4235.903320
	Iteration 36Q: 3 clusters Score -596037.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -596038.500000 Penalty: 4235.903320
	Iteration 37Q: 3 clusters Score -596038.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -596038.750000 Penalty: 4235.903320
	Iteration 38Q: 3 clusters Score -596038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -596041.437500 Penalty: 4235.903320
	Iteration 39Q: 3 clusters Score -596041.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -596042.062500 Penalty: 4235.903320
	Iteration 40F: 3 clusters Score -596042.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -596042.937500 Penalty: 4235.903320
	Iteration 41Q: 3 clusters Score -596042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -596045.187500 Penalty: 4235.903320
	Iteration 42Q: 3 clusters Score -596045.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -596046.187500 Penalty: 4235.903320
	Iteration 43Q: 3 clusters Score -596046.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -596050.187500 Penalty: 4235.903320
	Iteration 44Q: 3 clusters Score -596050.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -596052.937500 Penalty: 4235.903320
	Iteration 45Q: 3 clusters Score -596052.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -596055.500000 Penalty: 4235.903320
	Iteration 46Q: 3 clusters Score -596055.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -596058.187500 Penalty: 4235.903320
	Iteration 47Q: 3 clusters Score -596058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -596059.250000 Penalty: 4235.903320
	Iteration 48Q: 3 clusters Score -596059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -596059.625000 Penalty: 4235.903320
	Iteration 49Q: 3 clusters Score -596059.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -596059.312500 Penalty: 4235.903320
	Iteration 50Q: 3 clusters Score -596059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -596060.062500 Penalty: 4235.903320
	Iteration 51Q: 3 clusters Score -596060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -596059.875000 Penalty: 4235.903320
	Iteration 52Q: 3 clusters Score -596059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -596061.000000 Penalty: 4235.903320
	Iteration 53Q: 3 clusters Score -596061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -596063.250000 Penalty: 4235.903320
	Iteration 54Q: 3 clusters Score -596063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -596066.375000 Penalty: 4235.903320
	Iteration 55Q: 3 clusters Score -596066.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -596066.125000 Penalty: 4235.903320
	Iteration 56Q: 3 clusters Score -596066.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -596068.187500 Penalty: 4235.903320
	Iteration 57Q: 3 clusters Score -596068.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -596070.312500 Penalty: 4235.903320
	Iteration 58Q: 3 clusters Score -596070.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -596073.750000 Penalty: 4235.903320
	Iteration 59Q: 3 clusters Score -596073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -596075.562500 Penalty: 4235.903320
	Iteration 60F: 3 clusters Score -596075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -596076.937500 Penalty: 4235.903320
	Iteration 61Q: 3 clusters Score -596076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -596076.687500 Penalty: 4235.903320
	Iteration 62Q: 3 clusters Score -596076.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -596076.687500 Penalty: 4235.903320
	Iteration 63F: 3 clusters Score -596076.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -378413.125000 Penalty: 2004.435791
	Iteration 0F: 2 clusters Score -378413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -375001.968750 Penalty: 4008.871582
	Iteration 0F: 3 clusters Score -375002 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -375676.687500 Penalty: 4008.871582
	Iteration 1F: 3 clusters Score -375676.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -375861.218750 Penalty: 4008.871582
	Iteration 2F: 3 clusters Score -375861.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -375977.343750 Penalty: 4008.871582
	Iteration 3Q: 3 clusters Score -375977.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -376064.562500 Penalty: 4008.871582
	Iteration 4Q: 3 clusters Score -376064.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -376131.062500 Penalty: 4008.871582
	Iteration 5Q: 3 clusters Score -376131.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -376200.062500 Penalty: 4008.871582
	Iteration 6Q: 3 clusters Score -376200.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -376264.093750 Penalty: 4008.871582
	Iteration 7Q: 3 clusters Score -376264.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -376350.281250 Penalty: 4008.871582
	Iteration 8Q: 3 clusters Score -376350.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -376440.250000 Penalty: 4008.871582
	Iteration 9Q: 3 clusters Score -376440.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -376517.781250 Penalty: 4008.871582
	Iteration 10Q: 3 clusters Score -376517.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -376587.593750 Penalty: 4008.871582
	Iteration 11Q: 3 clusters Score -376587.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -376648.437500 Penalty: 4008.871582
	Iteration 12Q: 3 clusters Score -376648.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -376707.625000 Penalty: 4008.871582
	Iteration 13Q: 3 clusters Score -376707.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -376765.968750 Penalty: 4008.871582
	Iteration 14Q: 3 clusters Score -376766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -376816.125000 Penalty: 4008.871582
	Iteration 15Q: 3 clusters Score -376816.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -376847.187500 Penalty: 4008.871582
	Iteration 16Q: 3 clusters Score -376847.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -376864.937500 Penalty: 4008.871582
	Iteration 17Q: 3 clusters Score -376864.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -376880.687500 Penalty: 4008.871582
	Iteration 18Q: 3 clusters Score -376880.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -376894.687500 Penalty: 4008.871582
	Iteration 19Q: 3 clusters Score -376894.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -376905.500000 Penalty: 4008.871582
	Iteration 20F: 3 clusters Score -376905.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -376913.375000 Penalty: 4008.871582
	Iteration 21Q: 3 clusters Score -376913.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -376921.375000 Penalty: 4008.871582
	Iteration 22Q: 3 clusters Score -376921.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -376928.031250 Penalty: 4008.871582
	Iteration 23Q: 3 clusters Score -376928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -376934.812500 Penalty: 4008.871582
	Iteration 24Q: 3 clusters Score -376934.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -376945.625000 Penalty: 4008.871582
	Iteration 25Q: 3 clusters Score -376945.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -376955.625000 Penalty: 4008.871582
	Iteration 26Q: 3 clusters Score -376955.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -376964.437500 Penalty: 4008.871582
	Iteration 27Q: 3 clusters Score -376964.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -376969.687500 Penalty: 4008.871582
	Iteration 28Q: 3 clusters Score -376969.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -376975.718750 Penalty: 4008.871582
	Iteration 29Q: 3 clusters Score -376975.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -376981.218750 Penalty: 4008.871582
	Iteration 30Q: 3 clusters Score -376981.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -376985.125000 Penalty: 4008.871582
	Iteration 31Q: 3 clusters Score -376985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -376987.687500 Penalty: 4008.871582
	Iteration 32Q: 3 clusters Score -376987.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -376989.968750 Penalty: 4008.871582
	Iteration 33Q: 3 clusters Score -376990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -376991.687500 Penalty: 4008.871582
	Iteration 34Q: 3 clusters Score -376991.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -376992.718750 Penalty: 4008.871582
	Iteration 35Q: 3 clusters Score -376992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -376992.562500 Penalty: 4008.871582
	Iteration 36Q: 3 clusters Score -376992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -376994.531250 Penalty: 4008.871582
	Iteration 37Q: 3 clusters Score -376994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -376996.343750 Penalty: 4008.871582
	Iteration 38Q: 3 clusters Score -376996.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -376998.531250 Penalty: 4008.871582
	Iteration 39Q: 3 clusters Score -376998.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -377001.468750 Penalty: 4008.871582
	Iteration 40F: 3 clusters Score -377001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -377003.937500 Penalty: 4008.871582
	Iteration 41Q: 3 clusters Score -377003.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -377006.375000 Penalty: 4008.871582
	Iteration 42Q: 3 clusters Score -377006.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -377007.875000 Penalty: 4008.871582
	Iteration 43Q: 3 clusters Score -377007.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -377009.437500 Penalty: 4008.871582
	Iteration 44Q: 3 clusters Score -377009.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -377011.343750 Penalty: 4008.871582
	Iteration 45Q: 3 clusters Score -377011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -377011.250000 Penalty: 4008.871582
	Iteration 46Q: 3 clusters Score -377011.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -377011.250000 Penalty: 4008.871582
	Iteration 47F: 3 clusters Score -377011.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -48775.851562 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -48775.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47561.539062 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -47561.54 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47792.382812 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -47792.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47900.777344 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -47900.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48041.437500 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -48041.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48091.792969 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -48091.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48196.050781 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -48196.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48242.449219 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -48242.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48269.527344 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -48269.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48284.425781 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -48284.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48291.152344 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -48291.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48303.812500 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -48303.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48303.812500 Penalty: 2993.598877
	Iteration 11F: 3 clusters Score -48303.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1533711.125000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1533711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1524886.875000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1524887 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1527569.375000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1527569 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1527840.125000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1527840 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1528012.375000 Penalty: 4651.012207
	Iteration 3Q: 3 clusters Score -1528012 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1528144.125000 Penalty: 4651.012207
	Iteration 4Q: 3 clusters Score -1528144 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1528245.750000 Penalty: 4651.012207
	Iteration 5Q: 3 clusters Score -1528246 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1528349.250000 Penalty: 4651.012207
	Iteration 6Q: 3 clusters Score -1528349 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1528437.750000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1528438 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1528525.250000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1528525 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1528616.500000 Penalty: 4651.012207
	Iteration 9Q: 3 clusters Score -1528616 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1528707.250000 Penalty: 4651.012207
	Iteration 10Q: 3 clusters Score -1528707 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1528813.875000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1528814 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1528944.625000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1528945 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1529108.250000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1529108 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1529335.500000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1529336 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1529622.500000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1529622 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1529948.375000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1529948 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1530350.750000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1530351 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1530757.000000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1530757 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1531046.500000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1531046 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1531230.125000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1531230 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1531360.500000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1531360 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1531438.125000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1531438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1531491.875000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1531492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1531530.625000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1531531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1531558.125000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1531558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1531579.625000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1531580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1531602.750000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1531603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1531618.750000 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -1531619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1531628.125000 Penalty: 4651.012207
	Iteration 29Q: 3 clusters Score -1531628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1531636.500000 Penalty: 4651.012207
	Iteration 30Q: 3 clusters Score -1531636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1531641.125000 Penalty: 4651.012207
	Iteration 31Q: 3 clusters Score -1531641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1531646.125000 Penalty: 4651.012207
	Iteration 32Q: 3 clusters Score -1531646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1531647.500000 Penalty: 4651.012207
	Iteration 33Q: 3 clusters Score -1531648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1531653.625000 Penalty: 4651.012207
	Iteration 34Q: 3 clusters Score -1531654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1531657.250000 Penalty: 4651.012207
	Iteration 35Q: 3 clusters Score -1531657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1531658.000000 Penalty: 4651.012207
	Iteration 36Q: 3 clusters Score -1531658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1531658.750000 Penalty: 4651.012207
	Iteration 37Q: 3 clusters Score -1531659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1531661.500000 Penalty: 4651.012207
	Iteration 38Q: 3 clusters Score -1531662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1531663.250000 Penalty: 4651.012207
	Iteration 39Q: 3 clusters Score -1531663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1531663.250000 Penalty: 4651.012207
	Iteration 40F: 3 clusters Score -1531663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -711658.812500 Penalty: 2150.691650
	Iteration 0F: 2 clusters Score -711658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -706590.375000 Penalty: 4301.383301
	Iteration 0F: 3 clusters Score -706590.4 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -707938.062500 Penalty: 4301.383301
	Iteration 1F: 3 clusters Score -707938.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -708289.500000 Penalty: 4301.383301
	Iteration 2F: 3 clusters Score -708289.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -708526.937500 Penalty: 4301.383301
	Iteration 3F: 3 clusters Score -708526.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -708674.500000 Penalty: 4301.383301
	Iteration 4Q: 3 clusters Score -708674.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -708785.875000 Penalty: 4301.383301
	Iteration 5Q: 3 clusters Score -708785.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -708858.750000 Penalty: 4301.383301
	Iteration 6Q: 3 clusters Score -708858.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -708914.937500 Penalty: 4301.383301
	Iteration 7Q: 3 clusters Score -708914.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -708958.875000 Penalty: 4301.383301
	Iteration 8Q: 3 clusters Score -708958.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -709001.250000 Penalty: 4301.383301
	Iteration 9Q: 3 clusters Score -709001.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -709045.750000 Penalty: 4301.383301
	Iteration 10Q: 3 clusters Score -709045.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -709095.562500 Penalty: 4301.383301
	Iteration 11Q: 3 clusters Score -709095.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -709153.125000 Penalty: 4301.383301
	Iteration 12Q: 3 clusters Score -709153.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -709222.875000 Penalty: 4301.383301
	Iteration 13Q: 3 clusters Score -709222.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -709296.625000 Penalty: 4301.383301
	Iteration 14Q: 3 clusters Score -709296.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -709360.812500 Penalty: 4301.383301
	Iteration 15Q: 3 clusters Score -709360.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -709436.125000 Penalty: 4301.383301
	Iteration 16Q: 3 clusters Score -709436.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -709508.187500 Penalty: 4301.383301
	Iteration 17Q: 3 clusters Score -709508.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -709578.250000 Penalty: 4301.383301
	Iteration 18Q: 3 clusters Score -709578.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -709637.812500 Penalty: 4301.383301
	Iteration 19Q: 3 clusters Score -709637.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -709692.562500 Penalty: 4301.383301
	Iteration 20F: 3 clusters Score -709692.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -709742.187500 Penalty: 4301.383301
	Iteration 21Q: 3 clusters Score -709742.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -709785.250000 Penalty: 4301.383301
	Iteration 22Q: 3 clusters Score -709785.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -709817.250000 Penalty: 4301.383301
	Iteration 23Q: 3 clusters Score -709817.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -709850.312500 Penalty: 4301.383301
	Iteration 24Q: 3 clusters Score -709850.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -709879.375000 Penalty: 4301.383301
	Iteration 25Q: 3 clusters Score -709879.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -709902.125000 Penalty: 4301.383301
	Iteration 26Q: 3 clusters Score -709902.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -709922.500000 Penalty: 4301.383301
	Iteration 27Q: 3 clusters Score -709922.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -709957.187500 Penalty: 4301.383301
	Iteration 28Q: 3 clusters Score -709957.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -709992.375000 Penalty: 4301.383301
	Iteration 29Q: 3 clusters Score -709992.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -710023.812500 Penalty: 4301.383301
	Iteration 30Q: 3 clusters Score -710023.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -710068.062500 Penalty: 4301.383301
	Iteration 31Q: 3 clusters Score -710068.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -710126.000000 Penalty: 4301.383301
	Iteration 32Q: 3 clusters Score -710126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -710167.812500 Penalty: 4301.383301
	Iteration 33Q: 3 clusters Score -710167.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -710197.062500 Penalty: 4301.383301
	Iteration 34Q: 3 clusters Score -710197.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -710220.125000 Penalty: 4301.383301
	Iteration 35Q: 3 clusters Score -710220.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -710230.875000 Penalty: 4301.383301
	Iteration 36Q: 3 clusters Score -710230.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -710243.500000 Penalty: 4301.383301
	Iteration 37Q: 3 clusters Score -710243.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -710255.062500 Penalty: 4301.383301
	Iteration 38Q: 3 clusters Score -710255.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -710266.500000 Penalty: 4301.383301
	Iteration 39Q: 3 clusters Score -710266.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -710281.625000 Penalty: 4301.383301
	Iteration 40F: 3 clusters Score -710281.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -710292.062500 Penalty: 4301.383301
	Iteration 41Q: 3 clusters Score -710292.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -710297.625000 Penalty: 4301.383301
	Iteration 42Q: 3 clusters Score -710297.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -710305.687500 Penalty: 4301.383301
	Iteration 43Q: 3 clusters Score -710305.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -710312.937500 Penalty: 4301.383301
	Iteration 44Q: 3 clusters Score -710312.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -710321.437500 Penalty: 4301.383301
	Iteration 45Q: 3 clusters Score -710321.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -710327.000000 Penalty: 4301.383301
	Iteration 46Q: 3 clusters Score -710327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -710334.375000 Penalty: 4301.383301
	Iteration 47Q: 3 clusters Score -710334.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -710337.750000 Penalty: 4301.383301
	Iteration 48Q: 3 clusters Score -710337.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -710344.250000 Penalty: 4301.383301
	Iteration 49Q: 3 clusters Score -710344.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -710347.875000 Penalty: 4301.383301
	Iteration 50Q: 3 clusters Score -710347.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -710350.375000 Penalty: 4301.383301
	Iteration 51Q: 3 clusters Score -710350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -710350.687500 Penalty: 4301.383301
	Iteration 52Q: 3 clusters Score -710350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -710351.937500 Penalty: 4301.383301
	Iteration 53Q: 3 clusters Score -710351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -710350.875000 Penalty: 4301.383301
	Iteration 54Q: 3 clusters Score -710350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -710350.875000 Penalty: 4301.383301
	Iteration 55F: 3 clusters Score -710350.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -317040.937500 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -317040.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -313991.812500 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -313991.8 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -314711.875000 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -314711.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -314994.625000 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -314994.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -315198.218750 Penalty: 3917.059082
	Iteration 3F: 3 clusters Score -315198.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -315355.281250 Penalty: 3917.059082
	Iteration 4F: 3 clusters Score -315355.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -315463.156250 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -315463.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -315581.375000 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -315581.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -315682.218750 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -315682.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -315762.906250 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -315762.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -315820.562500 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -315820.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -315866.843750 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -315866.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -315903.656250 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -315903.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -315932.906250 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -315932.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -315951.656250 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -315951.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -315963.468750 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -315963.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -315970.625000 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -315970.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -315984.437500 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -315984.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -315993.375000 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -315993.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -315996.125000 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -315996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -315998.218750 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -315998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -315999.125000 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -315999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -315999.937500 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -315999.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -315999.937500 Penalty: 3917.059082
	Iteration 22F: 3 clusters Score -315999.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -264906.000000 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -264906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -262148.968750 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -262149 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -262669.562500 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -262669.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -262809.218750 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -262809.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -262924.687500 Penalty: 3822.926025
	Iteration 3Q: 3 clusters Score -262924.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -263040.937500 Penalty: 3822.926025
	Iteration 4Q: 3 clusters Score -263040.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -263139.625000 Penalty: 3822.926025
	Iteration 5Q: 3 clusters Score -263139.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -263233.656250 Penalty: 3822.926025
	Iteration 6Q: 3 clusters Score -263233.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -263323.687500 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -263323.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -263386.531250 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -263386.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -263443.187500 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -263443.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -263488.250000 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -263488.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -263522.687500 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -263522.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -263546.906250 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -263546.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -263565.000000 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -263565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -263579.906250 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -263579.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -263601.125000 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -263601.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -263613.343750 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -263613.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -263620.687500 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -263620.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -263629.531250 Penalty: 3822.926025
	Iteration 18Q: 3 clusters Score -263629.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -263641.812500 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -263641.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -263649.156250 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -263649.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -263655.343750 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -263655.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -263658.718750 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -263658.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -263662.250000 Penalty: 3822.926025
	Iteration 23Q: 3 clusters Score -263662.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -263668.031250 Penalty: 3822.926025
	Iteration 24Q: 3 clusters Score -263668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -263677.843750 Penalty: 3822.926025
	Iteration 25Q: 3 clusters Score -263677.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -263690.312500 Penalty: 3822.926025
	Iteration 26Q: 3 clusters Score -263690.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -263696.218750 Penalty: 3822.926025
	Iteration 27Q: 3 clusters Score -263696.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -263701.375000 Penalty: 3822.926025
	Iteration 28Q: 3 clusters Score -263701.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -263703.781250 Penalty: 3822.926025
	Iteration 29Q: 3 clusters Score -263703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -263704.875000 Penalty: 3822.926025
	Iteration 30Q: 3 clusters Score -263704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -263705.343750 Penalty: 3822.926025
	Iteration 31Q: 3 clusters Score -263705.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -263705.968750 Penalty: 3822.926025
	Iteration 32Q: 3 clusters Score -263706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -263706.156250 Penalty: 3822.926025
	Iteration 33Q: 3 clusters Score -263706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -263706.156250 Penalty: 3822.926025
	Iteration 34F: 3 clusters Score -263706.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Entering Unmasked Estep 
Score: -2191345.000000 Penalty: 2428.373535
	Iteration 0F: 2 clusters Score -2191345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2178622.750000 Penalty: 4856.747070
	Iteration 0F: 3 clusters Score -2178623 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2182826.000000 Penalty: 4856.747070
	Iteration 1F: 3 clusters Score -2182826 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2183249.000000 Penalty: 4856.747070
	Iteration 2F: 3 clusters Score -2183249 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2183601.250000 Penalty: 4856.747070
	Iteration 3F: 3 clusters Score -2183601 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2183949.250000 Penalty: 4856.747070
	Iteration 4Q: 3 clusters Score -2183949 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2184314.750000 Penalty: 4856.747070
	Iteration 5Q: 3 clusters Score -2184315 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2184672.000000 Penalty: 4856.747070
	Iteration 6Q: 3 clusters Score -2184672 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2185040.500000 Penalty: 4856.747070
	Iteration 7Q: 3 clusters Score -2185040 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2185501.000000 Penalty: 4856.747070
	Iteration 8Q: 3 clusters Score -2185501 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2186063.500000 Penalty: 4856.747070
	Iteration 9Q: 3 clusters Score -2186064 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2186700.250000 Penalty: 4856.747070
	Iteration 10Q: 3 clusters Score -2186700 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2187375.750000 Penalty: 4856.747070
	Iteration 11Q: 3 clusters Score -2187376 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2188104.250000 Penalty: 4856.747070
	Iteration 12Q: 3 clusters Score -2188104 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2188703.250000 Penalty: 4856.747070
	Iteration 13Q: 3 clusters Score -2188703 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2189117.500000 Penalty: 4856.747070
	Iteration 14Q: 3 clusters Score -2189118 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2189347.750000 Penalty: 4856.747070
	Iteration 15Q: 3 clusters Score -2189348 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2189458.250000 Penalty: 4856.747070
	Iteration 16Q: 3 clusters Score -2189458 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2189530.750000 Penalty: 4856.747070
	Iteration 17Q: 3 clusters Score -2189531 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2189560.750000 Penalty: 4856.747070
	Iteration 18Q: 3 clusters Score -2189561 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2189587.500000 Penalty: 4856.747070
	Iteration 19Q: 3 clusters Score -2189588 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2189610.750000 Penalty: 4856.747070
	Iteration 20F: 3 clusters Score -2189611 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2189631.000000 Penalty: 4856.747070
	Iteration 21Q: 3 clusters Score -2189631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2189651.750000 Penalty: 4856.747070
	Iteration 22Q: 3 clusters Score -2189652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2189662.250000 Penalty: 4856.747070
	Iteration 23Q: 3 clusters Score -2189662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2189667.750000 Penalty: 4856.747070
	Iteration 24Q: 3 clusters Score -2189668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2189675.250000 Penalty: 4856.747070
	Iteration 25Q: 3 clusters Score -2189675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2189671.000000 Penalty: 4856.747070
	Iteration 26Q: 3 clusters Score -2189671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2189670.000000 Penalty: 4856.747070
	Iteration 27Q: 3 clusters Score -2189670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2189674.250000 Penalty: 4856.747070
	Iteration 28Q: 3 clusters Score -2189674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2189677.750000 Penalty: 4856.747070
	Iteration 29Q: 3 clusters Score -2189678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2189682.250000 Penalty: 4856.747070
	Iteration 30Q: 3 clusters Score -2189682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2189686.000000 Penalty: 4856.747070
	Iteration 31Q: 3 clusters Score -2189686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2189683.750000 Penalty: 4856.747070
	Iteration 32Q: 3 clusters Score -2189684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2189683.750000 Penalty: 4856.747070
	Iteration 33Q: 3 clusters Score -2189684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2189681.750000 Penalty: 4856.747070
	Iteration 34Q: 3 clusters Score -2189682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2189681.500000 Penalty: 4856.747070
	Iteration 35Q: 3 clusters Score -2189682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2189684.250000 Penalty: 4856.747070
	Iteration 36Q: 3 clusters Score -2189684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2189684.250000 Penalty: 4856.747070
	Iteration 37F: 3 clusters Score -2189684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -686948.875000 Penalty: 2143.318848
	Iteration 0F: 2 clusters Score -686948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -681991.437500 Penalty: 4286.637695
	Iteration 0F: 3 clusters Score -681991.4 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -683271.375000 Penalty: 4286.637695
	Iteration 1F: 3 clusters Score -683271.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -683616.937500 Penalty: 4286.637695
	Iteration 2F: 3 clusters Score -683616.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -683895.562500 Penalty: 4286.637695
	Iteration 3F: 3 clusters Score -683895.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -684139.625000 Penalty: 4286.637695
	Iteration 4F: 3 clusters Score -684139.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -684373.937500 Penalty: 4286.637695
	Iteration 5Q: 3 clusters Score -684373.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -684617.500000 Penalty: 4286.637695
	Iteration 6Q: 3 clusters Score -684617.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -684870.500000 Penalty: 4286.637695
	Iteration 7Q: 3 clusters Score -684870.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -685129.875000 Penalty: 4286.637695
	Iteration 8Q: 3 clusters Score -685129.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -685352.312500 Penalty: 4286.637695
	Iteration 9Q: 3 clusters Score -685352.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -685518.187500 Penalty: 4286.637695
	Iteration 10Q: 3 clusters Score -685518.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -685636.562500 Penalty: 4286.637695
	Iteration 11Q: 3 clusters Score -685636.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -685717.625000 Penalty: 4286.637695
	Iteration 12Q: 3 clusters Score -685717.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -685785.500000 Penalty: 4286.637695
	Iteration 13Q: 3 clusters Score -685785.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -685837.000000 Penalty: 4286.637695
	Iteration 14Q: 3 clusters Score -685837 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -685880.187500 Penalty: 4286.637695
	Iteration 15Q: 3 clusters Score -685880.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -685908.500000 Penalty: 4286.637695
	Iteration 16Q: 3 clusters Score -685908.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -685926.437500 Penalty: 4286.637695
	Iteration 17Q: 3 clusters Score -685926.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -685935.812500 Penalty: 4286.637695
	Iteration 18Q: 3 clusters Score -685935.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -685942.562500 Penalty: 4286.637695
	Iteration 19Q: 3 clusters Score -685942.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -685949.375000 Penalty: 4286.637695
	Iteration 20F: 3 clusters Score -685949.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -685955.625000 Penalty: 4286.637695
	Iteration 21Q: 3 clusters Score -685955.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -685959.437500 Penalty: 4286.637695
	Iteration 22Q: 3 clusters Score -685959.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -685964.437500 Penalty: 4286.637695
	Iteration 23Q: 3 clusters Score -685964.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -685969.875000 Penalty: 4286.637695
	Iteration 24Q: 3 clusters Score -685969.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -685973.250000 Penalty: 4286.637695
	Iteration 25Q: 3 clusters Score -685973.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -685979.000000 Penalty: 4286.637695
	Iteration 26Q: 3 clusters Score -685979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -685983.812500 Penalty: 4286.637695
	Iteration 27Q: 3 clusters Score -685983.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -685990.750000 Penalty: 4286.637695
	Iteration 28Q: 3 clusters Score -685990.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -685998.937500 Penalty: 4286.637695
	Iteration 29Q: 3 clusters Score -685998.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -686004.187500 Penalty: 4286.637695
	Iteration 30Q: 3 clusters Score -686004.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -686005.187500 Penalty: 4286.637695
	Iteration 31Q: 3 clusters Score -686005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -686004.187500 Penalty: 4286.637695
	Iteration 32Q: 3 clusters Score -686004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -686005.562500 Penalty: 4286.637695
	Iteration 33Q: 3 clusters Score -686005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -686006.000000 Penalty: 4286.637695
	Iteration 34Q: 3 clusters Score -686006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -686008.062500 Penalty: 4286.637695
	Iteration 35Q: 3 clusters Score -686008.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -686008.562500 Penalty: 4286.637695
	Iteration 36Q: 3 clusters Score -686008.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -686011.125000 Penalty: 4286.637695
	Iteration 37Q: 3 clusters Score -686011.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -686015.187500 Penalty: 4286.637695
	Iteration 38Q: 3 clusters Score -686015.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -686021.250000 Penalty: 4286.637695
	Iteration 39Q: 3 clusters Score -686021.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -686025.125000 Penalty: 4286.637695
	Iteration 40F: 3 clusters Score -686025.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -686032.312500 Penalty: 4286.637695
	Iteration 41Q: 3 clusters Score -686032.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -686033.875000 Penalty: 4286.637695
	Iteration 42Q: 3 clusters Score -686033.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -686039.375000 Penalty: 4286.637695
	Iteration 43Q: 3 clusters Score -686039.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -686041.062500 Penalty: 4286.637695
	Iteration 44Q: 3 clusters Score -686041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -686043.125000 Penalty: 4286.637695
	Iteration 45Q: 3 clusters Score -686043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -686042.687500 Penalty: 4286.637695
	Iteration 46Q: 3 clusters Score -686042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -686042.750000 Penalty: 4286.637695
	Iteration 47Q: 3 clusters Score -686042.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -686042.750000 Penalty: 4286.637695
	Iteration 48F: 3 clusters Score -686042.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (69440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Entering Unmasked Estep 
Score: -7792004.000000 Penalty: 2764.758057
	Iteration 0F: 2 clusters Score -7792004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -7745519.500000 Penalty: 5529.516113
	Iteration 0F: 3 clusters Score -7745520 nChanged 32430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -7763889.000000 Penalty: 5529.516113
	Iteration 1F: 3 clusters Score -7763889 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -7764785.500000 Penalty: 5529.516113
	Iteration 2Q: 3 clusters Score -7764786 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -7765606.500000 Penalty: 5529.516113
	Iteration 3Q: 3 clusters Score -7765606 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -7766529.500000 Penalty: 5529.516113
	Iteration 4Q: 3 clusters Score -7766530 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -7767456.500000 Penalty: 5529.516113
	Iteration 5Q: 3 clusters Score -7767456 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -7768578.500000 Penalty: 5529.516113
	Iteration 6Q: 3 clusters Score -7768578 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -7769784.000000 Penalty: 5529.516113
	Iteration 7Q: 3 clusters Score -7769784 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -7771212.500000 Penalty: 5529.516113
	Iteration 8Q: 3 clusters Score -7771212 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -7772967.500000 Penalty: 5529.516113
	Iteration 9Q: 3 clusters Score -7772968 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -7775083.500000 Penalty: 5529.516113
	Iteration 10Q: 3 clusters Score -7775084 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -7777263.500000 Penalty: 5529.516113
	Iteration 11Q: 3 clusters Score -7777264 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -7778899.000000 Penalty: 5529.516113
	Iteration 12Q: 3 clusters Score -7778899 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -7779887.000000 Penalty: 5529.516113
	Iteration 13Q: 3 clusters Score -7779887 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -7780373.000000 Penalty: 5529.516113
	Iteration 14Q: 3 clusters Score -7780373 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -7780673.000000 Penalty: 5529.516113
	Iteration 15Q: 3 clusters Score -7780673 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -7780901.000000 Penalty: 5529.516113
	Iteration 16Q: 3 clusters Score -7780901 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -7781128.500000 Penalty: 5529.516113
	Iteration 17Q: 3 clusters Score -7781128 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -7781470.500000 Penalty: 5529.516113
	Iteration 18Q: 3 clusters Score -7781470 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -7781780.000000 Penalty: 5529.516113
	Iteration 19Q: 3 clusters Score -7781780 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -7782179.500000 Penalty: 5529.516113
	Iteration 20F: 3 clusters Score -7782180 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -7782627.500000 Penalty: 5529.516113
	Iteration 21Q: 3 clusters Score -7782628 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -7783070.500000 Penalty: 5529.516113
	Iteration 22Q: 3 clusters Score -7783070 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -7783456.500000 Penalty: 5529.516113
	Iteration 23Q: 3 clusters Score -7783456 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -7783867.500000 Penalty: 5529.516113
	Iteration 24Q: 3 clusters Score -7783868 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -7784257.000000 Penalty: 5529.516113
	Iteration 25Q: 3 clusters Score -7784257 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -7784618.500000 Penalty: 5529.516113
	Iteration 26Q: 3 clusters Score -7784618 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -7785019.000000 Penalty: 5529.516113
	Iteration 27Q: 3 clusters Score -7785019 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -7785418.500000 Penalty: 5529.516113
	Iteration 28Q: 3 clusters Score -7785418 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -7785755.000000 Penalty: 5529.516113
	Iteration 29Q: 3 clusters Score -7785755 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -7786039.000000 Penalty: 5529.516113
	Iteration 30Q: 3 clusters Score -7786039 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 58743 members 
Entering Unmasked Estep 
Score: -7786318.500000 Penalty: 5529.516113
	Iteration 31Q: 3 clusters Score -7786318 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -7786663.500000 Penalty: 5529.516113
	Iteration 32Q: 3 clusters Score -7786664 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -7786962.000000 Penalty: 5529.516113
	Iteration 33Q: 3 clusters Score -7786962 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -7787305.500000 Penalty: 5529.516113
	Iteration 34Q: 3 clusters Score -7787306 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 62071 members 
Entering Unmasked Estep 
Score: -7787583.500000 Penalty: 5529.516113
	Iteration 35Q: 3 clusters Score -7787584 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -7787897.000000 Penalty: 5529.516113
	Iteration 36Q: 3 clusters Score -7787897 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -7788220.000000 Penalty: 5529.516113
	Iteration 37Q: 3 clusters Score -7788220 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -7788430.000000 Penalty: 5529.516113
	Iteration 38Q: 3 clusters Score -7788430 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -7788647.500000 Penalty: 5529.516113
	Iteration 39Q: 3 clusters Score -7788648 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -7788812.500000 Penalty: 5529.516113
	Iteration 40F: 3 clusters Score -7788812 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -7788991.000000 Penalty: 5529.516113
	Iteration 41Q: 3 clusters Score -7788991 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -7789124.500000 Penalty: 5529.516113
	Iteration 42Q: 3 clusters Score -7789124 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -7789231.500000 Penalty: 5529.516113
	Iteration 43Q: 3 clusters Score -7789232 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -7789339.500000 Penalty: 5529.516113
	Iteration 44Q: 3 clusters Score -7789340 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -7789398.500000 Penalty: 5529.516113
	Iteration 45Q: 3 clusters Score -7789398 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -7789471.000000 Penalty: 5529.516113
	Iteration 46Q: 3 clusters Score -7789471 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -7789543.500000 Penalty: 5529.516113
	Iteration 47Q: 3 clusters Score -7789544 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -7789624.500000 Penalty: 5529.516113
	Iteration 48Q: 3 clusters Score -7789624 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -7789697.000000 Penalty: 5529.516113
	Iteration 49Q: 3 clusters Score -7789697 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 67624 members 
Entering Unmasked Estep 
Score: -7789752.000000 Penalty: 5529.516113
	Iteration 50Q: 3 clusters Score -7789752 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -7789805.500000 Penalty: 5529.516113
	Iteration 51Q: 3 clusters Score -7789806 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -7789858.000000 Penalty: 5529.516113
	Iteration 52Q: 3 clusters Score -7789858 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -7789910.000000 Penalty: 5529.516113
	Iteration 53Q: 3 clusters Score -7789910 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 67961 members 
Entering Unmasked Estep 
Score: -7789944.000000 Penalty: 5529.516113
	Iteration 54Q: 3 clusters Score -7789944 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -7789963.500000 Penalty: 5529.516113
	Iteration 55Q: 3 clusters Score -7789964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -7789989.500000 Penalty: 5529.516113
	Iteration 56Q: 3 clusters Score -7789990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -7790009.500000 Penalty: 5529.516113
	Iteration 57Q: 3 clusters Score -7790010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -7790025.000000 Penalty: 5529.516113
	Iteration 58Q: 3 clusters Score -7790025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -7790040.000000 Penalty: 5529.516113
	Iteration 59Q: 3 clusters Score -7790040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 68155 members 
Entering Unmasked Estep 
Score: -7790050.000000 Penalty: 5529.516113
	Iteration 60F: 3 clusters Score -7790050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 68164 members 
Entering Unmasked Estep 
Score: -7790050.000000 Penalty: 5529.516113
	Iteration 61Q: 3 clusters Score -7790050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -7790069.000000 Penalty: 5529.516113
	Iteration 62Q: 3 clusters Score -7790069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -7790070.000000 Penalty: 5529.516113
	Iteration 63Q: 3 clusters Score -7790070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -7790074.000000 Penalty: 5529.516113
	Iteration 64Q: 3 clusters Score -7790074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -7790073.500000 Penalty: 5529.516113
	Iteration 65Q: 3 clusters Score -7790074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -7790080.000000 Penalty: 5529.516113
	Iteration 66Q: 3 clusters Score -7790080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
Score: -7790085.000000 Penalty: 5529.516113
	Iteration 67Q: 3 clusters Score -7790085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 68208 members 
Entering Unmasked Estep 
Score: -7790079.500000 Penalty: 5529.516113
	Iteration 68Q: 3 clusters Score -7790080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -7790077.000000 Penalty: 5529.516113
	Iteration 69Q: 3 clusters Score -7790077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -7790083.500000 Penalty: 5529.516113
	Iteration 70Q: 3 clusters Score -7790084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -7790082.500000 Penalty: 5529.516113
	Iteration 71Q: 3 clusters Score -7790082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -7790084.000000 Penalty: 5529.516113
	Iteration 72Q: 3 clusters Score -7790084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -7790083.500000 Penalty: 5529.516113
	Iteration 73Q: 3 clusters Score -7790084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -7790083.000000 Penalty: 5529.516113
	Iteration 74Q: 3 clusters Score -7790083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -7790082.000000 Penalty: 5529.516113
	Iteration 75Q: 3 clusters Score -7790082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -7790088.000000 Penalty: 5529.516113
	Iteration 76Q: 3 clusters Score -7790088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -7790091.000000 Penalty: 5529.516113
	Iteration 77Q: 3 clusters Score -7790091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -7790091.000000 Penalty: 5529.516113
	Iteration 78F: 3 clusters Score -7790091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -621044.562500 Penalty: 2154.276611
	Iteration 0F: 2 clusters Score -621044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -616037.187500 Penalty: 4308.553223
	Iteration 0F: 3 clusters Score -616037.2 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -617553.375000 Penalty: 4308.553223
	Iteration 1F: 3 clusters Score -617553.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -617940.062500 Penalty: 4308.553223
	Iteration 2F: 3 clusters Score -617940.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -618241.875000 Penalty: 4308.553223
	Iteration 3F: 3 clusters Score -618241.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -618536.500000 Penalty: 4308.553223
	Iteration 4F: 3 clusters Score -618536.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -618816.625000 Penalty: 4308.553223
	Iteration 5F: 3 clusters Score -618816.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -619068.125000 Penalty: 4308.553223
	Iteration 6Q: 3 clusters Score -619068.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -619282.500000 Penalty: 4308.553223
	Iteration 7Q: 3 clusters Score -619282.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -619476.875000 Penalty: 4308.553223
	Iteration 8Q: 3 clusters Score -619476.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -619637.625000 Penalty: 4308.553223
	Iteration 9Q: 3 clusters Score -619637.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -619759.250000 Penalty: 4308.553223
	Iteration 10Q: 3 clusters Score -619759.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -619862.312500 Penalty: 4308.553223
	Iteration 11Q: 3 clusters Score -619862.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -619964.687500 Penalty: 4308.553223
	Iteration 12Q: 3 clusters Score -619964.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -620049.312500 Penalty: 4308.553223
	Iteration 13Q: 3 clusters Score -620049.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -620116.312500 Penalty: 4308.553223
	Iteration 14Q: 3 clusters Score -620116.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -620166.562500 Penalty: 4308.553223
	Iteration 15Q: 3 clusters Score -620166.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -620234.000000 Penalty: 4308.553223
	Iteration 16Q: 3 clusters Score -620234 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -620284.000000 Penalty: 4308.553223
	Iteration 17Q: 3 clusters Score -620284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -620322.875000 Penalty: 4308.553223
	Iteration 18Q: 3 clusters Score -620322.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -620358.187500 Penalty: 4308.553223
	Iteration 19Q: 3 clusters Score -620358.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -620390.500000 Penalty: 4308.553223
	Iteration 20F: 3 clusters Score -620390.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -620413.437500 Penalty: 4308.553223
	Iteration 21Q: 3 clusters Score -620413.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -620437.000000 Penalty: 4308.553223
	Iteration 22Q: 3 clusters Score -620437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -620451.625000 Penalty: 4308.553223
	Iteration 23Q: 3 clusters Score -620451.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -620465.000000 Penalty: 4308.553223
	Iteration 24Q: 3 clusters Score -620465 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -620478.437500 Penalty: 4308.553223
	Iteration 25Q: 3 clusters Score -620478.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -620484.500000 Penalty: 4308.553223
	Iteration 26Q: 3 clusters Score -620484.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -620490.312500 Penalty: 4308.553223
	Iteration 27Q: 3 clusters Score -620490.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -620497.187500 Penalty: 4308.553223
	Iteration 28Q: 3 clusters Score -620497.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -620504.000000 Penalty: 4308.553223
	Iteration 29Q: 3 clusters Score -620504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -620504.625000 Penalty: 4308.553223
	Iteration 30Q: 3 clusters Score -620504.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -620507.750000 Penalty: 4308.553223
	Iteration 31Q: 3 clusters Score -620507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -620509.750000 Penalty: 4308.553223
	Iteration 32Q: 3 clusters Score -620509.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -620510.625000 Penalty: 4308.553223
	Iteration 33Q: 3 clusters Score -620510.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -620510.937500 Penalty: 4308.553223
	Iteration 34Q: 3 clusters Score -620510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -620512.437500 Penalty: 4308.553223
	Iteration 35Q: 3 clusters Score -620512.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -620514.750000 Penalty: 4308.553223
	Iteration 36Q: 3 clusters Score -620514.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -620514.625000 Penalty: 4308.553223
	Iteration 37Q: 3 clusters Score -620514.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -620517.062500 Penalty: 4308.553223
	Iteration 38Q: 3 clusters Score -620517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -620516.250000 Penalty: 4308.553223
	Iteration 39Q: 3 clusters Score -620516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -620518.000000 Penalty: 4308.553223
	Iteration 40F: 3 clusters Score -620518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -620517.812500 Penalty: 4308.553223
	Iteration 41Q: 3 clusters Score -620517.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -620517.312500 Penalty: 4308.553223
	Iteration 42Q: 3 clusters Score -620517.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -620517.312500 Penalty: 4308.553223
	Iteration 43F: 3 clusters Score -620517.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -60864.640625 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -60864.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59439.335938 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -59439.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59663.457031 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -59663.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59871.058594 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -59871.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59957.781250 Penalty: 2986.427490
	Iteration 3F: 3 clusters Score -59957.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60033.761719 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -60033.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60077.800781 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -60077.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60107.867188 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -60107.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60144.156250 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -60144.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60179.652344 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -60179.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60210.753906 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -60210.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60227.292969 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -60227.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60266.871094 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -60266.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60278.726562 Penalty: 2986.427490
	Iteration 12Q: 3 clusters Score -60278.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60289.753906 Penalty: 2986.427490
	Iteration 13Q: 3 clusters Score -60289.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60294.843750 Penalty: 2986.427490
	Iteration 14Q: 3 clusters Score -60294.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60294.843750 Penalty: 2986.427490
	Iteration 15F: 3 clusters Score -60294.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (19393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Entering Unmasked Estep 
Score: -2448331.750000 Penalty: 2448.421387
	Iteration 0F: 2 clusters Score -2448332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2434743.250000 Penalty: 4896.842773
	Iteration 0F: 3 clusters Score -2434743 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2439135.750000 Penalty: 4896.842773
	Iteration 1F: 3 clusters Score -2439136 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2439424.750000 Penalty: 4896.842773
	Iteration 2Q: 3 clusters Score -2439425 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2439674.250000 Penalty: 4896.842773
	Iteration 3Q: 3 clusters Score -2439674 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2439890.750000 Penalty: 4896.842773
	Iteration 4Q: 3 clusters Score -2439891 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2440087.250000 Penalty: 4896.842773
	Iteration 5Q: 3 clusters Score -2440087 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2440278.750000 Penalty: 4896.842773
	Iteration 6Q: 3 clusters Score -2440279 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2440499.500000 Penalty: 4896.842773
	Iteration 7Q: 3 clusters Score -2440500 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2440797.500000 Penalty: 4896.842773
	Iteration 8Q: 3 clusters Score -2440798 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2441189.250000 Penalty: 4896.842773
	Iteration 9Q: 3 clusters Score -2441189 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2441737.500000 Penalty: 4896.842773
	Iteration 10Q: 3 clusters Score -2441738 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2442437.250000 Penalty: 4896.842773
	Iteration 11F: 3 clusters Score -2442437 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2443265.500000 Penalty: 4896.842773
	Iteration 12F: 3 clusters Score -2443266 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2444151.250000 Penalty: 4896.842773
	Iteration 13F: 3 clusters Score -2444151 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2444927.250000 Penalty: 4896.842773
	Iteration 14Q: 3 clusters Score -2444927 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2445456.500000 Penalty: 4896.842773
	Iteration 15Q: 3 clusters Score -2445456 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2445764.750000 Penalty: 4896.842773
	Iteration 16Q: 3 clusters Score -2445765 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2445939.750000 Penalty: 4896.842773
	Iteration 17Q: 3 clusters Score -2445940 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2446040.500000 Penalty: 4896.842773
	Iteration 18Q: 3 clusters Score -2446040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2446108.750000 Penalty: 4896.842773
	Iteration 19Q: 3 clusters Score -2446109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2446151.750000 Penalty: 4896.842773
	Iteration 20F: 3 clusters Score -2446152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2446191.000000 Penalty: 4896.842773
	Iteration 21Q: 3 clusters Score -2446191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2446218.750000 Penalty: 4896.842773
	Iteration 22Q: 3 clusters Score -2446219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2446228.750000 Penalty: 4896.842773
	Iteration 23Q: 3 clusters Score -2446229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2446228.750000 Penalty: 4896.842773
	Iteration 24Q: 3 clusters Score -2446229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2446232.250000 Penalty: 4896.842773
	Iteration 25Q: 3 clusters Score -2446232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2446231.500000 Penalty: 4896.842773
	Iteration 26Q: 3 clusters Score -2446232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2446231.500000 Penalty: 4896.842773
	Iteration 27F: 3 clusters Score -2446232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -391336.593750 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -391336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -387970.812500 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -387970.8 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -388620.937500 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -388620.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -388793.625000 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -388793.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -388899.187500 Penalty: 3993.307129
	Iteration 3F: 3 clusters Score -388899.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -388974.406250 Penalty: 3993.307129
	Iteration 4Q: 3 clusters Score -388974.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -389022.687500 Penalty: 3993.307129
	Iteration 5Q: 3 clusters Score -389022.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -389059.000000 Penalty: 3993.307129
	Iteration 6Q: 3 clusters Score -389059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -389090.531250 Penalty: 3993.307129
	Iteration 7Q: 3 clusters Score -389090.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -389113.843750 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -389113.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -389131.437500 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -389131.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -389143.281250 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -389143.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -389150.968750 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -389151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -389159.687500 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -389159.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -389165.875000 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -389165.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -389172.156250 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -389172.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -389179.562500 Penalty: 3993.307129
	Iteration 15Q: 3 clusters Score -389179.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -389185.843750 Penalty: 3993.307129
	Iteration 16Q: 3 clusters Score -389185.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -389191.937500 Penalty: 3993.307129
	Iteration 17Q: 3 clusters Score -389191.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -389196.406250 Penalty: 3993.307129
	Iteration 18Q: 3 clusters Score -389196.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -389203.343750 Penalty: 3993.307129
	Iteration 19Q: 3 clusters Score -389203.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -389208.718750 Penalty: 3993.307129
	Iteration 20F: 3 clusters Score -389208.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -389215.000000 Penalty: 3993.307129
	Iteration 21Q: 3 clusters Score -389215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -389224.625000 Penalty: 3993.307129
	Iteration 22Q: 3 clusters Score -389224.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -389236.156250 Penalty: 3993.307129
	Iteration 23Q: 3 clusters Score -389236.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -389246.000000 Penalty: 3993.307129
	Iteration 24Q: 3 clusters Score -389246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -389252.531250 Penalty: 3993.307129
	Iteration 25Q: 3 clusters Score -389252.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -389255.656250 Penalty: 3993.307129
	Iteration 26Q: 3 clusters Score -389255.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -389258.312500 Penalty: 3993.307129
	Iteration 27Q: 3 clusters Score -389258.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -389262.562500 Penalty: 3993.307129
	Iteration 28Q: 3 clusters Score -389262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -389264.437500 Penalty: 3993.307129
	Iteration 29Q: 3 clusters Score -389264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -389265.468750 Penalty: 3993.307129
	Iteration 30Q: 3 clusters Score -389265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -389268.437500 Penalty: 3993.307129
	Iteration 31Q: 3 clusters Score -389268.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -389271.343750 Penalty: 3993.307129
	Iteration 32Q: 3 clusters Score -389271.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -389276.250000 Penalty: 3993.307129
	Iteration 33Q: 3 clusters Score -389276.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -389281.187500 Penalty: 3993.307129
	Iteration 34Q: 3 clusters Score -389281.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -389286.218750 Penalty: 3993.307129
	Iteration 35Q: 3 clusters Score -389286.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -389290.125000 Penalty: 3993.307129
	Iteration 36Q: 3 clusters Score -389290.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -389294.125000 Penalty: 3993.307129
	Iteration 37Q: 3 clusters Score -389294.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -389304.062500 Penalty: 3993.307129
	Iteration 38Q: 3 clusters Score -389304.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -389309.125000 Penalty: 3993.307129
	Iteration 39Q: 3 clusters Score -389309.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -389315.187500 Penalty: 3993.307129
	Iteration 40F: 3 clusters Score -389315.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -389320.031250 Penalty: 3993.307129
	Iteration 41Q: 3 clusters Score -389320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -389323.531250 Penalty: 3993.307129
	Iteration 42Q: 3 clusters Score -389323.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -389326.625000 Penalty: 3993.307129
	Iteration 43Q: 3 clusters Score -389326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -389332.125000 Penalty: 3993.307129
	Iteration 44Q: 3 clusters Score -389332.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -389336.281250 Penalty: 3993.307129
	Iteration 45Q: 3 clusters Score -389336.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -389339.500000 Penalty: 3993.307129
	Iteration 46Q: 3 clusters Score -389339.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -389341.625000 Penalty: 3993.307129
	Iteration 47Q: 3 clusters Score -389341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -389343.593750 Penalty: 3993.307129
	Iteration 48Q: 3 clusters Score -389343.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -389346.125000 Penalty: 3993.307129
	Iteration 49Q: 3 clusters Score -389346.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -389349.375000 Penalty: 3993.307129
	Iteration 50Q: 3 clusters Score -389349.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -389352.281250 Penalty: 3993.307129
	Iteration 51Q: 3 clusters Score -389352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -389355.843750 Penalty: 3993.307129
	Iteration 52Q: 3 clusters Score -389355.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -389357.156250 Penalty: 3993.307129
	Iteration 53Q: 3 clusters Score -389357.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -389358.531250 Penalty: 3993.307129
	Iteration 54Q: 3 clusters Score -389358.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -389359.593750 Penalty: 3993.307129
	Iteration 55Q: 3 clusters Score -389359.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -389360.781250 Penalty: 3993.307129
	Iteration 56Q: 3 clusters Score -389360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -389361.000000 Penalty: 3993.307129
	Iteration 57Q: 3 clusters Score -389361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -389361.000000 Penalty: 3993.307129
	Iteration 58F: 3 clusters Score -389361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -500519.218750 Penalty: 2073.993164
	Iteration 0F: 2 clusters Score -500519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -496474.125000 Penalty: 4147.986328
	Iteration 0F: 3 clusters Score -496474.1 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -497500.843750 Penalty: 4147.986328
	Iteration 1F: 3 clusters Score -497500.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -497790.812500 Penalty: 4147.986328
	Iteration 2F: 3 clusters Score -497790.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -498176.187500 Penalty: 4147.986328
	Iteration 3F: 3 clusters Score -498176.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -498654.625000 Penalty: 4147.986328
	Iteration 4F: 3 clusters Score -498654.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -499089.843750 Penalty: 4147.986328
	Iteration 5F: 3 clusters Score -499089.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -499416.218750 Penalty: 4147.986328
	Iteration 6F: 3 clusters Score -499416.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -499624.968750 Penalty: 4147.986328
	Iteration 7Q: 3 clusters Score -499625 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -499776.468750 Penalty: 4147.986328
	Iteration 8Q: 3 clusters Score -499776.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -499864.062500 Penalty: 4147.986328
	Iteration 9Q: 3 clusters Score -499864.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -499939.468750 Penalty: 4147.986328
	Iteration 10Q: 3 clusters Score -499939.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -500011.656250 Penalty: 4147.986328
	Iteration 11Q: 3 clusters Score -500011.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -500076.031250 Penalty: 4147.986328
	Iteration 12Q: 3 clusters Score -500076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -500146.125000 Penalty: 4147.986328
	Iteration 13Q: 3 clusters Score -500146.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -500219.843750 Penalty: 4147.986328
	Iteration 14Q: 3 clusters Score -500219.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -500274.250000 Penalty: 4147.986328
	Iteration 15Q: 3 clusters Score -500274.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -500309.875000 Penalty: 4147.986328
	Iteration 16Q: 3 clusters Score -500309.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -500332.406250 Penalty: 4147.986328
	Iteration 17Q: 3 clusters Score -500332.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -500344.156250 Penalty: 4147.986328
	Iteration 18Q: 3 clusters Score -500344.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -500346.468750 Penalty: 4147.986328
	Iteration 19Q: 3 clusters Score -500346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -500350.343750 Penalty: 4147.986328
	Iteration 20F: 3 clusters Score -500350.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -500350.750000 Penalty: 4147.986328
	Iteration 21Q: 3 clusters Score -500350.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -500352.218750 Penalty: 4147.986328
	Iteration 22Q: 3 clusters Score -500352.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -500355.000000 Penalty: 4147.986328
	Iteration 23Q: 3 clusters Score -500355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -500356.562500 Penalty: 4147.986328
	Iteration 24Q: 3 clusters Score -500356.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -500356.593750 Penalty: 4147.986328
	Iteration 25Q: 3 clusters Score -500356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -500357.437500 Penalty: 4147.986328
	Iteration 26Q: 3 clusters Score -500357.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -500358.343750 Penalty: 4147.986328
	Iteration 27Q: 3 clusters Score -500358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -500358.343750 Penalty: 4147.986328
	Iteration 28F: 3 clusters Score -500358.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -32322.693359 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -32322.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30967.302734 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -30967.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31344.041016 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -31344.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31581.267578 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -31581.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31868.705078 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -31868.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31998.462891 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -31998.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32027.150391 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -32027.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32048.484375 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -32048.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32053.628906 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -32053.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32054.570312 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -32054.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32057.890625 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -32057.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32057.890625 Penalty: 3077.460693
	Iteration 10F: 3 clusters Score -32057.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -433885.875000 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -433885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -430122.718750 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -430122.7 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -431005.781250 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -431005.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -431266.062500 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -431266.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -431459.906250 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -431459.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -431627.656250 Penalty: 4076.785645
	Iteration 4F: 3 clusters Score -431627.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -431781.718750 Penalty: 4076.785645
	Iteration 5Q: 3 clusters Score -431781.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -431933.125000 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -431933.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -432088.250000 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -432088.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -432232.312500 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -432232.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -432335.500000 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -432335.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -432432.375000 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -432432.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -432521.937500 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -432521.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -432594.687500 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -432594.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -432654.468750 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -432654.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -432705.250000 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -432705.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -432766.562500 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -432766.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -432866.375000 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -432866.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -432962.406250 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -432962.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -433021.125000 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -433021.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -433069.750000 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -433069.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -433101.781250 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -433101.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -433133.343750 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -433133.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -433156.687500 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -433156.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -433170.406250 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -433170.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -433184.906250 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -433184.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -433190.718750 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -433190.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -433197.250000 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -433197.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -433202.031250 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -433202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -433203.000000 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -433203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -433208.750000 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -433208.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -433212.250000 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -433212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -433214.375000 Penalty: 4076.785645
	Iteration 31Q: 3 clusters Score -433214.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -433217.750000 Penalty: 4076.785645
	Iteration 32Q: 3 clusters Score -433217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -433218.625000 Penalty: 4076.785645
	Iteration 33Q: 3 clusters Score -433218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -433219.500000 Penalty: 4076.785645
	Iteration 34Q: 3 clusters Score -433219.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -433220.031250 Penalty: 4076.785645
	Iteration 35Q: 3 clusters Score -433220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -433220.906250 Penalty: 4076.785645
	Iteration 36Q: 3 clusters Score -433220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -433221.062500 Penalty: 4076.785645
	Iteration 37Q: 3 clusters Score -433221.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -433221.062500 Penalty: 4076.785645
	Iteration 38F: 3 clusters Score -433221.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -1999647.875000 Penalty: 2411.967529
	Iteration 0F: 2 clusters Score -1999648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1987760.875000 Penalty: 4823.935059
	Iteration 0F: 3 clusters Score -1987761 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1991810.375000 Penalty: 4823.935059
	Iteration 1F: 3 clusters Score -1991810 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1992382.250000 Penalty: 4823.935059
	Iteration 2F: 3 clusters Score -1992382 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1993025.125000 Penalty: 4823.935059
	Iteration 3F: 3 clusters Score -1993025 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1993743.375000 Penalty: 4823.935059
	Iteration 4F: 3 clusters Score -1993743 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1994457.000000 Penalty: 4823.935059
	Iteration 5F: 3 clusters Score -1994457 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1995094.250000 Penalty: 4823.935059
	Iteration 6F: 3 clusters Score -1995094 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1995592.875000 Penalty: 4823.935059
	Iteration 7F: 3 clusters Score -1995593 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1995903.875000 Penalty: 4823.935059
	Iteration 8Q: 3 clusters Score -1995904 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1996100.375000 Penalty: 4823.935059
	Iteration 9Q: 3 clusters Score -1996100 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1996241.375000 Penalty: 4823.935059
	Iteration 10Q: 3 clusters Score -1996241 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1996332.500000 Penalty: 4823.935059
	Iteration 11Q: 3 clusters Score -1996332 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1996395.625000 Penalty: 4823.935059
	Iteration 12Q: 3 clusters Score -1996396 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1996438.375000 Penalty: 4823.935059
	Iteration 13Q: 3 clusters Score -1996438 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1996467.875000 Penalty: 4823.935059
	Iteration 14Q: 3 clusters Score -1996468 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1996494.500000 Penalty: 4823.935059
	Iteration 15Q: 3 clusters Score -1996494 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1996503.875000 Penalty: 4823.935059
	Iteration 16Q: 3 clusters Score -1996504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1996526.125000 Penalty: 4823.935059
	Iteration 17Q: 3 clusters Score -1996526 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1996532.000000 Penalty: 4823.935059
	Iteration 18Q: 3 clusters Score -1996532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1996545.750000 Penalty: 4823.935059
	Iteration 19Q: 3 clusters Score -1996546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1996557.250000 Penalty: 4823.935059
	Iteration 20F: 3 clusters Score -1996557 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1996561.250000 Penalty: 4823.935059
	Iteration 21Q: 3 clusters Score -1996561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1996569.375000 Penalty: 4823.935059
	Iteration 22Q: 3 clusters Score -1996569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1996567.500000 Penalty: 4823.935059
	Iteration 23Q: 3 clusters Score -1996568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1996571.750000 Penalty: 4823.935059
	Iteration 24Q: 3 clusters Score -1996572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1996576.000000 Penalty: 4823.935059
	Iteration 25Q: 3 clusters Score -1996576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1996585.625000 Penalty: 4823.935059
	Iteration 26Q: 3 clusters Score -1996586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1996592.375000 Penalty: 4823.935059
	Iteration 27Q: 3 clusters Score -1996592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1996598.625000 Penalty: 4823.935059
	Iteration 28Q: 3 clusters Score -1996599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1996599.000000 Penalty: 4823.935059
	Iteration 29Q: 3 clusters Score -1996599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1996597.875000 Penalty: 4823.935059
	Iteration 30Q: 3 clusters Score -1996598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1996597.875000 Penalty: 4823.935059
	Iteration 31Q: 3 clusters Score -1996598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1996607.875000 Penalty: 4823.935059
	Iteration 32Q: 3 clusters Score -1996608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1996609.375000 Penalty: 4823.935059
	Iteration 33Q: 3 clusters Score -1996609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1996620.625000 Penalty: 4823.935059
	Iteration 34Q: 3 clusters Score -1996621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1996623.625000 Penalty: 4823.935059
	Iteration 35Q: 3 clusters Score -1996624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1996628.250000 Penalty: 4823.935059
	Iteration 36Q: 3 clusters Score -1996628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1996629.875000 Penalty: 4823.935059
	Iteration 37Q: 3 clusters Score -1996630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1996629.875000 Penalty: 4823.935059
	Iteration 38Q: 3 clusters Score -1996630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1996635.625000 Penalty: 4823.935059
	Iteration 39Q: 3 clusters Score -1996636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1996636.625000 Penalty: 4823.935059
	Iteration 40F: 3 clusters Score -1996637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1996640.750000 Penalty: 4823.935059
	Iteration 41Q: 3 clusters Score -1996641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1996646.125000 Penalty: 4823.935059
	Iteration 42Q: 3 clusters Score -1996646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1996645.250000 Penalty: 4823.935059
	Iteration 43Q: 3 clusters Score -1996645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1996641.625000 Penalty: 4823.935059
	Iteration 44Q: 3 clusters Score -1996642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1996648.125000 Penalty: 4823.935059
	Iteration 45Q: 3 clusters Score -1996648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1996650.750000 Penalty: 4823.935059
	Iteration 46Q: 3 clusters Score -1996651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1996653.625000 Penalty: 4823.935059
	Iteration 47Q: 3 clusters Score -1996654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1996656.125000 Penalty: 4823.935059
	Iteration 48Q: 3 clusters Score -1996656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1996657.000000 Penalty: 4823.935059
	Iteration 49Q: 3 clusters Score -1996657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1996656.375000 Penalty: 4823.935059
	Iteration 50Q: 3 clusters Score -1996656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1996658.875000 Penalty: 4823.935059
	Iteration 51Q: 3 clusters Score -1996659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1996668.625000 Penalty: 4823.935059
	Iteration 52Q: 3 clusters Score -1996669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1996667.625000 Penalty: 4823.935059
	Iteration 53Q: 3 clusters Score -1996668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1996673.500000 Penalty: 4823.935059
	Iteration 54Q: 3 clusters Score -1996674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1996678.125000 Penalty: 4823.935059
	Iteration 55Q: 3 clusters Score -1996678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1996684.625000 Penalty: 4823.935059
	Iteration 56Q: 3 clusters Score -1996685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1996686.625000 Penalty: 4823.935059
	Iteration 57Q: 3 clusters Score -1996687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1996695.875000 Penalty: 4823.935059
	Iteration 58Q: 3 clusters Score -1996696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1996693.625000 Penalty: 4823.935059
	Iteration 59Q: 3 clusters Score -1996694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1996697.000000 Penalty: 4823.935059
	Iteration 60F: 3 clusters Score -1996697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1996700.000000 Penalty: 4823.935059
	Iteration 61Q: 3 clusters Score -1996700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1996700.375000 Penalty: 4823.935059
	Iteration 62Q: 3 clusters Score -1996700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1996707.250000 Penalty: 4823.935059
	Iteration 63Q: 3 clusters Score -1996707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1996711.750000 Penalty: 4823.935059
	Iteration 64Q: 3 clusters Score -1996712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1996720.375000 Penalty: 4823.935059
	Iteration 65Q: 3 clusters Score -1996720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1996727.500000 Penalty: 4823.935059
	Iteration 66Q: 3 clusters Score -1996728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1996742.125000 Penalty: 4823.935059
	Iteration 67Q: 3 clusters Score -1996742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1996745.000000 Penalty: 4823.935059
	Iteration 68Q: 3 clusters Score -1996745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1996757.375000 Penalty: 4823.935059
	Iteration 69Q: 3 clusters Score -1996757 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1996766.625000 Penalty: 4823.935059
	Iteration 70Q: 3 clusters Score -1996767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1996785.000000 Penalty: 4823.935059
	Iteration 71Q: 3 clusters Score -1996785 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1996798.250000 Penalty: 4823.935059
	Iteration 72Q: 3 clusters Score -1996798 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1996815.875000 Penalty: 4823.935059
	Iteration 73Q: 3 clusters Score -1996816 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1996837.625000 Penalty: 4823.935059
	Iteration 74Q: 3 clusters Score -1996838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1996856.875000 Penalty: 4823.935059
	Iteration 75Q: 3 clusters Score -1996857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1996882.750000 Penalty: 4823.935059
	Iteration 76Q: 3 clusters Score -1996883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5533 members 
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Mstep: Class 1 contains 5437 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5266 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 11892 members 
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Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 11937 members 
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Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4701 members 
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Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 12201 members 
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Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 12399 members 
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Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12668 members 
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Mstep: Class 1 contains 4040 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 12740 members 
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Mstep: Class 1 contains 3982 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1997335 nChanged 14
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Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 12912 members 
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Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 12930 members 
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Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 12942 members 
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Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1997350.000000 Penalty: 4823.935059
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Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3770 members 
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Mstep: Class 1 contains 3761 members 
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Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3736 members 
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Mstep: Class 1 contains 3719 members 
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Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 13043 members 
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Mstep: Class 1 contains 3681 members 
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Mstep: Class 1 contains 3665 members 
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Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 13085 members 
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Mstep: Class 1 contains 3647 members 
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Mstep: Class 1 contains 3638 members 
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Mstep: Class 1 contains 3631 members 
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Mstep: Class 1 contains 3620 members 
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Mstep: Class 1 contains 3607 members 
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Mstep: Class 1 contains 3592 members 
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Mstep: Class 1 contains 3576 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3562 members 
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Mstep: Class 1 contains 3545 members 
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Mstep: Class 1 contains 3533 members 
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Mstep: Class 1 contains 3439 members 
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	Iteration 159Q: 3 clusters Score -1997418 nChanged 23
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Mstep: Class 1 contains 3315 members 
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Score: -1997423.500000 Penalty: 4823.935059
	Iteration 160F: 3 clusters Score -1997424 nChanged 22
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Mstep: Class 1 contains 3293 members 
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Entering Unmasked Estep 
Score: -1997432.250000 Penalty: 4823.935059
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Mstep: Class 1 contains 3273 members 
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Mstep: Class 1 contains 3254 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1997436 nChanged 20
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Mstep: Class 1 contains 3238 members 
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Entering Unmasked Estep 
Score: -1997440.625000 Penalty: 4823.935059
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Mstep: Class 1 contains 3221 members 
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Mstep: Class 1 contains 3204 members 
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Score: -1997449.750000 Penalty: 4823.935059
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Mstep: Class 1 contains 3181 members 
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Score: -1997459.875000 Penalty: 4823.935059
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Mstep: Class 1 contains 3123 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
Score: -1997463.125000 Penalty: 4823.935059
	Iteration 171Q: 3 clusters Score -1997463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1997465.375000 Penalty: 4823.935059
	Iteration 172Q: 3 clusters Score -1997465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1997474.500000 Penalty: 4823.935059
	Iteration 173Q: 3 clusters Score -1997474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1997484.500000 Penalty: 4823.935059
	Iteration 174Q: 3 clusters Score -1997484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1997492.375000 Penalty: 4823.935059
	Iteration 175Q: 3 clusters Score -1997492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1997496.375000 Penalty: 4823.935059
	Iteration 176Q: 3 clusters Score -1997496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1997498.125000 Penalty: 4823.935059
	Iteration 177Q: 3 clusters Score -1997498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1997505.125000 Penalty: 4823.935059
	Iteration 178Q: 3 clusters Score -1997505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1997512.000000 Penalty: 4823.935059
	Iteration 179Q: 3 clusters Score -1997512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1997515.500000 Penalty: 4823.935059
	Iteration 180F: 3 clusters Score -1997516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1997527.000000 Penalty: 4823.935059
	Iteration 181Q: 3 clusters Score -1997527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1997534.000000 Penalty: 4823.935059
	Iteration 182Q: 3 clusters Score -1997534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1997542.875000 Penalty: 4823.935059
	Iteration 183Q: 3 clusters Score -1997543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1997553.125000 Penalty: 4823.935059
	Iteration 184Q: 3 clusters Score -1997553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1997567.125000 Penalty: 4823.935059
	Iteration 185Q: 3 clusters Score -1997567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1997571.875000 Penalty: 4823.935059
	Iteration 186Q: 3 clusters Score -1997572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1997581.500000 Penalty: 4823.935059
	Iteration 187Q: 3 clusters Score -1997582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1997593.875000 Penalty: 4823.935059
	Iteration 188Q: 3 clusters Score -1997594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1997599.250000 Penalty: 4823.935059
	Iteration 189Q: 3 clusters Score -1997599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1997608.500000 Penalty: 4823.935059
	Iteration 190Q: 3 clusters Score -1997608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1997617.875000 Penalty: 4823.935059
	Iteration 191Q: 3 clusters Score -1997618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1997631.625000 Penalty: 4823.935059
	Iteration 192Q: 3 clusters Score -1997632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1997653.625000 Penalty: 4823.935059
	Iteration 193Q: 3 clusters Score -1997654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1997669.500000 Penalty: 4823.935059
	Iteration 194Q: 3 clusters Score -1997670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1997693.750000 Penalty: 4823.935059
	Iteration 195Q: 3 clusters Score -1997694 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1997719.250000 Penalty: 4823.935059
	Iteration 196Q: 3 clusters Score -1997719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1997752.875000 Penalty: 4823.935059
	Iteration 197Q: 3 clusters Score -1997753 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1997765.125000 Penalty: 4823.935059
	Iteration 198Q: 3 clusters Score -1997765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1997796.500000 Penalty: 4823.935059
	Iteration 199Q: 3 clusters Score -1997796 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1997827.375000 Penalty: 4823.935059
	Iteration 200F: 3 clusters Score -1997827 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1997870.000000 Penalty: 4823.935059
	Iteration 201Q: 3 clusters Score -1997870 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1997928.375000 Penalty: 4823.935059
	Iteration 202Q: 3 clusters Score -1997928 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1998011.250000 Penalty: 4823.935059
	Iteration 203Q: 3 clusters Score -1998011 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1998136.500000 Penalty: 4823.935059
	Iteration 204Q: 3 clusters Score -1998136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1998255.250000 Penalty: 4823.935059
	Iteration 205Q: 3 clusters Score -1998255 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1998324.375000 Penalty: 4823.935059
	Iteration 206Q: 3 clusters Score -1998324 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1998371.500000 Penalty: 4823.935059
	Iteration 207Q: 3 clusters Score -1998372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1998410.000000 Penalty: 4823.935059
	Iteration 208Q: 3 clusters Score -1998410 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1998435.375000 Penalty: 4823.935059
	Iteration 209Q: 3 clusters Score -1998435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1998450.500000 Penalty: 4823.935059
	Iteration 210Q: 3 clusters Score -1998450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1998459.125000 Penalty: 4823.935059
	Iteration 211Q: 3 clusters Score -1998459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1998467.625000 Penalty: 4823.935059
	Iteration 212Q: 3 clusters Score -1998468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1998475.375000 Penalty: 4823.935059
	Iteration 213Q: 3 clusters Score -1998475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1998483.125000 Penalty: 4823.935059
	Iteration 214Q: 3 clusters Score -1998483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1998488.500000 Penalty: 4823.935059
	Iteration 215Q: 3 clusters Score -1998488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1998497.625000 Penalty: 4823.935059
	Iteration 216Q: 3 clusters Score -1998498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1998498.250000 Penalty: 4823.935059
	Iteration 217Q: 3 clusters Score -1998498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1998504.500000 Penalty: 4823.935059
	Iteration 218Q: 3 clusters Score -1998504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1998509.250000 Penalty: 4823.935059
	Iteration 219Q: 3 clusters Score -1998509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1998508.875000 Penalty: 4823.935059
	Iteration 220F: 3 clusters Score -1998509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1998511.375000 Penalty: 4823.935059
	Iteration 221Q: 3 clusters Score -1998511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1998510.250000 Penalty: 4823.935059
	Iteration 222Q: 3 clusters Score -1998510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1998511.625000 Penalty: 4823.935059
	Iteration 223Q: 3 clusters Score -1998512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1998511.625000 Penalty: 4823.935059
	Iteration 224Q: 3 clusters Score -1998512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1998511.625000 Penalty: 4823.935059
	Iteration 225F: 3 clusters Score -1998512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Entering Unmasked Estep 
Score: -369002.187500 Penalty: 1994.987793
	Iteration 0F: 2 clusters Score -369002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -365675.937500 Penalty: 3989.975586
	Iteration 0F: 3 clusters Score -365675.9 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -366328.875000 Penalty: 3989.975586
	Iteration 1F: 3 clusters Score -366328.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -366478.531250 Penalty: 3989.975586
	Iteration 2F: 3 clusters Score -366478.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -366580.343750 Penalty: 3989.975586
	Iteration 3Q: 3 clusters Score -366580.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -366685.781250 Penalty: 3989.975586
	Iteration 4Q: 3 clusters Score -366685.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -366793.218750 Penalty: 3989.975586
	Iteration 5Q: 3 clusters Score -366793.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -366873.406250 Penalty: 3989.975586
	Iteration 6Q: 3 clusters Score -366873.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -366945.093750 Penalty: 3989.975586
	Iteration 7Q: 3 clusters Score -366945.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -367000.343750 Penalty: 3989.975586
	Iteration 8Q: 3 clusters Score -367000.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -367044.312500 Penalty: 3989.975586
	Iteration 9Q: 3 clusters Score -367044.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -367082.406250 Penalty: 3989.975586
	Iteration 10Q: 3 clusters Score -367082.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -367117.718750 Penalty: 3989.975586
	Iteration 11Q: 3 clusters Score -367117.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -367151.031250 Penalty: 3989.975586
	Iteration 12Q: 3 clusters Score -367151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -367171.625000 Penalty: 3989.975586
	Iteration 13Q: 3 clusters Score -367171.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -367182.906250 Penalty: 3989.975586
	Iteration 14Q: 3 clusters Score -367182.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -367190.531250 Penalty: 3989.975586
	Iteration 15Q: 3 clusters Score -367190.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -367196.843750 Penalty: 3989.975586
	Iteration 16Q: 3 clusters Score -367196.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -367204.562500 Penalty: 3989.975586
	Iteration 17Q: 3 clusters Score -367204.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -367209.437500 Penalty: 3989.975586
	Iteration 18Q: 3 clusters Score -367209.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -367213.812500 Penalty: 3989.975586
	Iteration 19Q: 3 clusters Score -367213.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -367219.062500 Penalty: 3989.975586
	Iteration 20F: 3 clusters Score -367219.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -367224.125000 Penalty: 3989.975586
	Iteration 21Q: 3 clusters Score -367224.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -367227.687500 Penalty: 3989.975586
	Iteration 22Q: 3 clusters Score -367227.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -367232.218750 Penalty: 3989.975586
	Iteration 23Q: 3 clusters Score -367232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -367235.500000 Penalty: 3989.975586
	Iteration 24Q: 3 clusters Score -367235.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -367240.812500 Penalty: 3989.975586
	Iteration 25Q: 3 clusters Score -367240.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -367244.000000 Penalty: 3989.975586
	Iteration 26Q: 3 clusters Score -367244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -367245.312500 Penalty: 3989.975586
	Iteration 27Q: 3 clusters Score -367245.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -367247.031250 Penalty: 3989.975586
	Iteration 28Q: 3 clusters Score -367247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -367247.437500 Penalty: 3989.975586
	Iteration 29Q: 3 clusters Score -367247.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -367247.375000 Penalty: 3989.975586
	Iteration 30Q: 3 clusters Score -367247.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -367247.562500 Penalty: 3989.975586
	Iteration 31Q: 3 clusters Score -367247.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -367247.687500 Penalty: 3989.975586
	Iteration 32Q: 3 clusters Score -367247.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -367249.093750 Penalty: 3989.975586
	Iteration 33Q: 3 clusters Score -367249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -367249.937500 Penalty: 3989.975586
	Iteration 34Q: 3 clusters Score -367249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -367250.531250 Penalty: 3989.975586
	Iteration 35Q: 3 clusters Score -367250.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -367251.437500 Penalty: 3989.975586
	Iteration 36Q: 3 clusters Score -367251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -367251.937500 Penalty: 3989.975586
	Iteration 37Q: 3 clusters Score -367251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -367251.937500 Penalty: 3989.975586
	Iteration 38F: 3 clusters Score -367251.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -75109.171875 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -75109.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73428.851562 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -73428.85 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73687.335938 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -73687.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -73781.992188 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -73781.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73841.242188 Penalty: 3257.766602
	Iteration 3Q: 3 clusters Score -73841.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73887.960938 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -73887.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -73925.507812 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -73925.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73954.648438 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -73954.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73972.562500 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -73972.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -73975.976562 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -73975.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -73975.976562 Penalty: 3257.766602
	Iteration 9F: 3 clusters Score -73975.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -241321.000000 Penalty: 1829.529175
	Iteration 0F: 2 clusters Score -241321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -238976.937500 Penalty: 3659.058350
	Iteration 0F: 3 clusters Score -238976.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -239565.671875 Penalty: 3659.058350
	Iteration 1F: 3 clusters Score -239565.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -239814.718750 Penalty: 3659.058350
	Iteration 2F: 3 clusters Score -239814.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -239953.609375 Penalty: 3659.058350
	Iteration 3F: 3 clusters Score -239953.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -240087.125000 Penalty: 3659.058350
	Iteration 4F: 3 clusters Score -240087.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -240184.015625 Penalty: 3659.058350
	Iteration 5Q: 3 clusters Score -240184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -240279.625000 Penalty: 3659.058350
	Iteration 6Q: 3 clusters Score -240279.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -240356.812500 Penalty: 3659.058350
	Iteration 7Q: 3 clusters Score -240356.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -240424.390625 Penalty: 3659.058350
	Iteration 8Q: 3 clusters Score -240424.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -240480.781250 Penalty: 3659.058350
	Iteration 9Q: 3 clusters Score -240480.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -240517.250000 Penalty: 3659.058350
	Iteration 10Q: 3 clusters Score -240517.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -240533.687500 Penalty: 3659.058350
	Iteration 11Q: 3 clusters Score -240533.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240543.671875 Penalty: 3659.058350
	Iteration 12Q: 3 clusters Score -240543.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240549.671875 Penalty: 3659.058350
	Iteration 13Q: 3 clusters Score -240549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -240551.296875 Penalty: 3659.058350
	Iteration 14Q: 3 clusters Score -240551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -240551.296875 Penalty: 3659.058350
	Iteration 15F: 3 clusters Score -240551.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -180523.937500 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -180523.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -178194.109375 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -178194.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -178502.828125 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -178502.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -178600.968750 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -178601 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -178667.156250 Penalty: 3629.337402
	Iteration 3Q: 3 clusters Score -178667.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -178712.718750 Penalty: 3629.337402
	Iteration 4Q: 3 clusters Score -178712.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -178738.640625 Penalty: 3629.337402
	Iteration 5Q: 3 clusters Score -178738.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -178750.000000 Penalty: 3629.337402
	Iteration 6Q: 3 clusters Score -178750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -178759.531250 Penalty: 3629.337402
	Iteration 7Q: 3 clusters Score -178759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -178762.218750 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -178762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -178762.718750 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -178762.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -178763.546875 Penalty: 3629.337402
	Iteration 10Q: 3 clusters Score -178763.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -178763.546875 Penalty: 3629.337402
	Iteration 11F: 3 clusters Score -178763.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -259135.578125 Penalty: 1909.336182
	Iteration 0F: 2 clusters Score -259135.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -256393.234375 Penalty: 3818.672363
	Iteration 0F: 3 clusters Score -256393.2 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -256873.906250 Penalty: 3818.672363
	Iteration 1F: 3 clusters Score -256873.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -257009.390625 Penalty: 3818.672363
	Iteration 2F: 3 clusters Score -257009.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -257087.187500 Penalty: 3818.672363
	Iteration 3Q: 3 clusters Score -257087.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -257162.609375 Penalty: 3818.672363
	Iteration 4Q: 3 clusters Score -257162.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -257243.421875 Penalty: 3818.672363
	Iteration 5Q: 3 clusters Score -257243.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -257313.218750 Penalty: 3818.672363
	Iteration 6Q: 3 clusters Score -257313.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -257369.171875 Penalty: 3818.672363
	Iteration 7Q: 3 clusters Score -257369.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -257422.593750 Penalty: 3818.672363
	Iteration 8Q: 3 clusters Score -257422.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -257457.812500 Penalty: 3818.672363
	Iteration 9Q: 3 clusters Score -257457.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -257487.031250 Penalty: 3818.672363
	Iteration 10Q: 3 clusters Score -257487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -257516.937500 Penalty: 3818.672363
	Iteration 11Q: 3 clusters Score -257516.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -257546.515625 Penalty: 3818.672363
	Iteration 12Q: 3 clusters Score -257546.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -257567.453125 Penalty: 3818.672363
	Iteration 13Q: 3 clusters Score -257567.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -257582.359375 Penalty: 3818.672363
	Iteration 14Q: 3 clusters Score -257582.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -257597.203125 Penalty: 3818.672363
	Iteration 15Q: 3 clusters Score -257597.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -257608.562500 Penalty: 3818.672363
	Iteration 16Q: 3 clusters Score -257608.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -257616.906250 Penalty: 3818.672363
	Iteration 17Q: 3 clusters Score -257616.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -257624.656250 Penalty: 3818.672363
	Iteration 18Q: 3 clusters Score -257624.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -257631.281250 Penalty: 3818.672363
	Iteration 19Q: 3 clusters Score -257631.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -257636.812500 Penalty: 3818.672363
	Iteration 20F: 3 clusters Score -257636.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -257643.875000 Penalty: 3818.672363
	Iteration 21Q: 3 clusters Score -257643.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -257652.250000 Penalty: 3818.672363
	Iteration 22Q: 3 clusters Score -257652.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -257660.125000 Penalty: 3818.672363
	Iteration 23Q: 3 clusters Score -257660.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -257669.859375 Penalty: 3818.672363
	Iteration 24Q: 3 clusters Score -257669.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -257681.250000 Penalty: 3818.672363
	Iteration 25Q: 3 clusters Score -257681.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -257690.484375 Penalty: 3818.672363
	Iteration 26Q: 3 clusters Score -257690.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -257697.906250 Penalty: 3818.672363
	Iteration 27Q: 3 clusters Score -257697.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -257702.093750 Penalty: 3818.672363
	Iteration 28Q: 3 clusters Score -257702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -257706.546875 Penalty: 3818.672363
	Iteration 29Q: 3 clusters Score -257706.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -257710.187500 Penalty: 3818.672363
	Iteration 30Q: 3 clusters Score -257710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -257713.750000 Penalty: 3818.672363
	Iteration 31Q: 3 clusters Score -257713.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -257716.156250 Penalty: 3818.672363
	Iteration 32Q: 3 clusters Score -257716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -257717.921875 Penalty: 3818.672363
	Iteration 33Q: 3 clusters Score -257717.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -257718.531250 Penalty: 3818.672363
	Iteration 34Q: 3 clusters Score -257718.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -257724.453125 Penalty: 3818.672363
	Iteration 35Q: 3 clusters Score -257724.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -257727.281250 Penalty: 3818.672363
	Iteration 36Q: 3 clusters Score -257727.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -257729.984375 Penalty: 3818.672363
	Iteration 37Q: 3 clusters Score -257730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -257732.125000 Penalty: 3818.672363
	Iteration 38Q: 3 clusters Score -257732.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -257733.125000 Penalty: 3818.672363
	Iteration 39Q: 3 clusters Score -257733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -257734.031250 Penalty: 3818.672363
	Iteration 40F: 3 clusters Score -257734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -257734.500000 Penalty: 3818.672363
	Iteration 41Q: 3 clusters Score -257734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -257734.984375 Penalty: 3818.672363
	Iteration 42Q: 3 clusters Score -257735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -257735.437500 Penalty: 3818.672363
	Iteration 43Q: 3 clusters Score -257735.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -257736.156250 Penalty: 3818.672363
	Iteration 44Q: 3 clusters Score -257736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -257736.156250 Penalty: 3818.672363
	Iteration 45F: 3 clusters Score -257736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (91322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Entering Unmasked Estep 
Score: -11132433.000000 Penalty: 2832.692383
	Iteration 0F: 2 clusters Score -1.113243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -11071128.000000 Penalty: 5665.384766
	Iteration 0F: 3 clusters Score -1.107113e+07 nChanged 43274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -11095740.000000 Penalty: 5665.384766
	Iteration 1F: 3 clusters Score -1.109574e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -11096542.000000 Penalty: 5665.384766
	Iteration 2Q: 3 clusters Score -1.109654e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -11097573.000000 Penalty: 5665.384766
	Iteration 3Q: 3 clusters Score -1.109757e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -11098938.000000 Penalty: 5665.384766
	Iteration 4Q: 3 clusters Score -1.109894e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -11101012.000000 Penalty: 5665.384766
	Iteration 5Q: 3 clusters Score -1.110101e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -11104146.000000 Penalty: 5665.384766
	Iteration 6F: 3 clusters Score -1.110415e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -11108319.000000 Penalty: 5665.384766
	Iteration 7F: 3 clusters Score -1.110832e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 71748 members 
Entering Unmasked Estep 
Score: -11113258.000000 Penalty: 5665.384766
	Iteration 8F: 3 clusters Score -1.111326e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -11118212.000000 Penalty: 5665.384766
	Iteration 9F: 3 clusters Score -1.111821e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 82738 members 
Entering Unmasked Estep 
Score: -11122656.000000 Penalty: 5665.384766
	Iteration 10F: 3 clusters Score -1.112266e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -11126004.000000 Penalty: 5665.384766
	Iteration 11Q: 3 clusters Score -1.1126e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 88774 members 
Entering Unmasked Estep 
Score: -11127994.000000 Penalty: 5665.384766
	Iteration 12Q: 3 clusters Score -1.112799e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 89967 members 
Entering Unmasked Estep 
Score: -11129033.000000 Penalty: 5665.384766
	Iteration 13Q: 3 clusters Score -1.112903e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -11129532.000000 Penalty: 5665.384766
	Iteration 14Q: 3 clusters Score -1.112953e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 90702 members 
Entering Unmasked Estep 
Score: -11129776.000000 Penalty: 5665.384766
	Iteration 15Q: 3 clusters Score -1.112978e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 90801 members 
Entering Unmasked Estep 
Score: -11129850.000000 Penalty: 5665.384766
	Iteration 16Q: 3 clusters Score -1.112985e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 90858 members 
Entering Unmasked Estep 
Score: -11129914.000000 Penalty: 5665.384766
	Iteration 17Q: 3 clusters Score -1.112991e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -11129941.000000 Penalty: 5665.384766
	Iteration 18Q: 3 clusters Score -1.112994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -11129961.000000 Penalty: 5665.384766
	Iteration 19Q: 3 clusters Score -1.112996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 90907 members 
Entering Unmasked Estep 
Score: -11129972.000000 Penalty: 5665.384766
	Iteration 20F: 3 clusters Score -1.112997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 90916 members 
Entering Unmasked Estep 
Score: -11129976.000000 Penalty: 5665.384766
	Iteration 21Q: 3 clusters Score -1.112998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -11129984.000000 Penalty: 5665.384766
	Iteration 22Q: 3 clusters Score -1.112998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -11129994.000000 Penalty: 5665.384766
	Iteration 23Q: 3 clusters Score -1.112999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 90938 members 
Entering Unmasked Estep 
Score: -11130004.000000 Penalty: 5665.384766
	Iteration 24Q: 3 clusters Score -1.113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 90938 members 
Entering Unmasked Estep 
Score: -11130007.000000 Penalty: 5665.384766
	Iteration 25Q: 3 clusters Score -1.113001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 90938 members 
Entering Unmasked Estep 
Score: -11129998.000000 Penalty: 5665.384766
	Iteration 26Q: 3 clusters Score -1.113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -11130000.000000 Penalty: 5665.384766
	Iteration 27Q: 3 clusters Score -1.113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 90938 members 
Entering Unmasked Estep 
Score: -11129999.000000 Penalty: 5665.384766
	Iteration 28Q: 3 clusters Score -1.113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -11129991.000000 Penalty: 5665.384766
	Iteration 29Q: 3 clusters Score -1.112999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -11129991.000000 Penalty: 5665.384766
	Iteration 30F: 3 clusters Score -1.112999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -428868.937500 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -428868.9 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 1818 members 
Entering Unmasked Estep 
Score: -425180.812500 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -425180.8 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -425958.875000 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -425958.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -426124.656250 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -426124.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -426222.500000 Penalty: 4071.006348
	Iteration 3Q: 3 clusters Score -426222.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -426301.062500 Penalty: 4071.006348
	Iteration 4Q: 3 clusters Score -426301.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -426342.781250 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -426342.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -426379.062500 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -426379.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -426409.812500 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -426409.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -426434.656250 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -426434.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -426456.843750 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -426456.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -426476.093750 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -426476.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -426495.125000 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -426495.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -426505.500000 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -426505.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -426515.312500 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -426515.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -426526.531250 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -426526.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -426539.406250 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -426539.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -426560.281250 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -426560.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -426585.000000 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -426585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -426605.156250 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -426605.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -426627.750000 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -426627.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -426644.812500 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -426644.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -426660.093750 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -426660.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -426675.906250 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -426675.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -426688.781250 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -426688.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -426698.375000 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -426698.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -426714.687500 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -426714.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -426731.718750 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -426731.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -426755.468750 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -426755.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -426779.968750 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -426780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -426796.875000 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -426796.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -426816.343750 Penalty: 4071.006348
	Iteration 30Q: 3 clusters Score -426816.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -426835.593750 Penalty: 4071.006348
	Iteration 31Q: 3 clusters Score -426835.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -426860.906250 Penalty: 4071.006348
	Iteration 32Q: 3 clusters Score -426860.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -426885.562500 Penalty: 4071.006348
	Iteration 33Q: 3 clusters Score -426885.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -426907.781250 Penalty: 4071.006348
	Iteration 34Q: 3 clusters Score -426907.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -426931.906250 Penalty: 4071.006348
	Iteration 35Q: 3 clusters Score -426931.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -426953.625000 Penalty: 4071.006348
	Iteration 36Q: 3 clusters Score -426953.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -426984.875000 Penalty: 4071.006348
	Iteration 37Q: 3 clusters Score -426984.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -427020.687500 Penalty: 4071.006348
	Iteration 38Q: 3 clusters Score -427020.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -427084.843750 Penalty: 4071.006348
	Iteration 39Q: 3 clusters Score -427084.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -427138.687500 Penalty: 4071.006348
	Iteration 40F: 3 clusters Score -427138.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -427178.375000 Penalty: 4071.006348
	Iteration 41Q: 3 clusters Score -427178.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -427210.000000 Penalty: 4071.006348
	Iteration 42Q: 3 clusters Score -427210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -427243.812500 Penalty: 4071.006348
	Iteration 43Q: 3 clusters Score -427243.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -427283.718750 Penalty: 4071.006348
	Iteration 44Q: 3 clusters Score -427283.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -427328.656250 Penalty: 4071.006348
	Iteration 45Q: 3 clusters Score -427328.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -427367.000000 Penalty: 4071.006348
	Iteration 46Q: 3 clusters Score -427367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -427390.312500 Penalty: 4071.006348
	Iteration 47Q: 3 clusters Score -427390.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -427408.218750 Penalty: 4071.006348
	Iteration 48Q: 3 clusters Score -427408.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -427419.750000 Penalty: 4071.006348
	Iteration 49Q: 3 clusters Score -427419.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -427426.843750 Penalty: 4071.006348
	Iteration 50Q: 3 clusters Score -427426.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -427431.875000 Penalty: 4071.006348
	Iteration 51Q: 3 clusters Score -427431.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -427438.312500 Penalty: 4071.006348
	Iteration 52Q: 3 clusters Score -427438.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -427446.656250 Penalty: 4071.006348
	Iteration 53Q: 3 clusters Score -427446.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -427453.468750 Penalty: 4071.006348
	Iteration 54Q: 3 clusters Score -427453.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -427458.250000 Penalty: 4071.006348
	Iteration 55Q: 3 clusters Score -427458.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -427463.281250 Penalty: 4071.006348
	Iteration 56Q: 3 clusters Score -427463.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -427465.562500 Penalty: 4071.006348
	Iteration 57Q: 3 clusters Score -427465.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -427470.593750 Penalty: 4071.006348
	Iteration 58Q: 3 clusters Score -427470.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -427475.750000 Penalty: 4071.006348
	Iteration 59Q: 3 clusters Score -427475.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -427481.031250 Penalty: 4071.006348
	Iteration 60F: 3 clusters Score -427481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -427486.937500 Penalty: 4071.006348
	Iteration 61Q: 3 clusters Score -427486.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -427492.156250 Penalty: 4071.006348
	Iteration 62Q: 3 clusters Score -427492.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -427497.531250 Penalty: 4071.006348
	Iteration 63Q: 3 clusters Score -427497.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -427504.625000 Penalty: 4071.006348
	Iteration 64Q: 3 clusters Score -427504.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -427511.843750 Penalty: 4071.006348
	Iteration 65Q: 3 clusters Score -427511.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -427520.468750 Penalty: 4071.006348
	Iteration 66Q: 3 clusters Score -427520.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -427528.906250 Penalty: 4071.006348
	Iteration 67Q: 3 clusters Score -427528.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -427534.187500 Penalty: 4071.006348
	Iteration 68Q: 3 clusters Score -427534.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -427538.531250 Penalty: 4071.006348
	Iteration 69Q: 3 clusters Score -427538.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -427543.468750 Penalty: 4071.006348
	Iteration 70Q: 3 clusters Score -427543.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -427547.625000 Penalty: 4071.006348
	Iteration 71Q: 3 clusters Score -427547.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -427552.750000 Penalty: 4071.006348
	Iteration 72Q: 3 clusters Score -427552.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -427559.343750 Penalty: 4071.006348
	Iteration 73Q: 3 clusters Score -427559.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -427566.031250 Penalty: 4071.006348
	Iteration 74Q: 3 clusters Score -427566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -427571.187500 Penalty: 4071.006348
	Iteration 75Q: 3 clusters Score -427571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -427574.906250 Penalty: 4071.006348
	Iteration 76Q: 3 clusters Score -427574.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -427579.375000 Penalty: 4071.006348
	Iteration 77Q: 3 clusters Score -427579.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -427579.843750 Penalty: 4071.006348
	Iteration 78Q: 3 clusters Score -427579.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -427585.187500 Penalty: 4071.006348
	Iteration 79Q: 3 clusters Score -427585.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -427588.156250 Penalty: 4071.006348
	Iteration 80F: 3 clusters Score -427588.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -427590.312500 Penalty: 4071.006348
	Iteration 81Q: 3 clusters Score -427590.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -427595.375000 Penalty: 4071.006348
	Iteration 82Q: 3 clusters Score -427595.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -427599.468750 Penalty: 4071.006348
	Iteration 83Q: 3 clusters Score -427599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -427602.250000 Penalty: 4071.006348
	Iteration 84Q: 3 clusters Score -427602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -427605.312500 Penalty: 4071.006348
	Iteration 85Q: 3 clusters Score -427605.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -427607.500000 Penalty: 4071.006348
	Iteration 86Q: 3 clusters Score -427607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -427609.125000 Penalty: 4071.006348
	Iteration 87Q: 3 clusters Score -427609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -427611.750000 Penalty: 4071.006348
	Iteration 88Q: 3 clusters Score -427611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -427613.875000 Penalty: 4071.006348
	Iteration 89Q: 3 clusters Score -427613.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -427617.187500 Penalty: 4071.006348
	Iteration 90Q: 3 clusters Score -427617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -427618.343750 Penalty: 4071.006348
	Iteration 91Q: 3 clusters Score -427618.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -427619.687500 Penalty: 4071.006348
	Iteration 92Q: 3 clusters Score -427619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -427620.593750 Penalty: 4071.006348
	Iteration 93Q: 3 clusters Score -427620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -427620.718750 Penalty: 4071.006348
	Iteration 94Q: 3 clusters Score -427620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -427620.843750 Penalty: 4071.006348
	Iteration 95Q: 3 clusters Score -427620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -427620.906250 Penalty: 4071.006348
	Iteration 96Q: 3 clusters Score -427620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -427621.375000 Penalty: 4071.006348
	Iteration 97Q: 3 clusters Score -427621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -427622.062500 Penalty: 4071.006348
	Iteration 98Q: 3 clusters Score -427622.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -427623.250000 Penalty: 4071.006348
	Iteration 99Q: 3 clusters Score -427623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -427623.656250 Penalty: 4071.006348
	Iteration 100F: 3 clusters Score -427623.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -427623.531250 Penalty: 4071.006348
	Iteration 101Q: 3 clusters Score -427623.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -427624.093750 Penalty: 4071.006348
	Iteration 102Q: 3 clusters Score -427624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -427625.375000 Penalty: 4071.006348
	Iteration 103Q: 3 clusters Score -427625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -427625.718750 Penalty: 4071.006348
	Iteration 104Q: 3 clusters Score -427625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -427625.718750 Penalty: 4071.006348
	Iteration 105F: 3 clusters Score -427625.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -954161.500000 Penalty: 2227.799805
	Iteration 0F: 2 clusters Score -954161.5 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 3942 members 
Entering Unmasked Estep 
Score: -947767.250000 Penalty: 4455.599609
	Iteration 0F: 3 clusters Score -947767.2 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -949602.812500 Penalty: 4455.599609
	Iteration 1F: 3 clusters Score -949602.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -949888.000000 Penalty: 4455.599609
	Iteration 2F: 3 clusters Score -949888 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -950074.500000 Penalty: 4455.599609
	Iteration 3F: 3 clusters Score -950074.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -950202.750000 Penalty: 4455.599609
	Iteration 4Q: 3 clusters Score -950202.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -950301.250000 Penalty: 4455.599609
	Iteration 5Q: 3 clusters Score -950301.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -950378.437500 Penalty: 4455.599609
	Iteration 6Q: 3 clusters Score -950378.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -950449.937500 Penalty: 4455.599609
	Iteration 7Q: 3 clusters Score -950449.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -950509.562500 Penalty: 4455.599609
	Iteration 8Q: 3 clusters Score -950509.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -950573.250000 Penalty: 4455.599609
	Iteration 9Q: 3 clusters Score -950573.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -950632.250000 Penalty: 4455.599609
	Iteration 10Q: 3 clusters Score -950632.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -950690.875000 Penalty: 4455.599609
	Iteration 11Q: 3 clusters Score -950690.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -950757.750000 Penalty: 4455.599609
	Iteration 12Q: 3 clusters Score -950757.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -950831.312500 Penalty: 4455.599609
	Iteration 13Q: 3 clusters Score -950831.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -950914.062500 Penalty: 4455.599609
	Iteration 14Q: 3 clusters Score -950914.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -951012.125000 Penalty: 4455.599609
	Iteration 15Q: 3 clusters Score -951012.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -951125.000000 Penalty: 4455.599609
	Iteration 16Q: 3 clusters Score -951125 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -951262.500000 Penalty: 4455.599609
	Iteration 17Q: 3 clusters Score -951262.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -951375.500000 Penalty: 4455.599609
	Iteration 18Q: 3 clusters Score -951375.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -951472.687500 Penalty: 4455.599609
	Iteration 19Q: 3 clusters Score -951472.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -951575.000000 Penalty: 4455.599609
	Iteration 20F: 3 clusters Score -951575 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -951665.375000 Penalty: 4455.599609
	Iteration 21Q: 3 clusters Score -951665.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -951759.437500 Penalty: 4455.599609
	Iteration 22Q: 3 clusters Score -951759.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -951845.437500 Penalty: 4455.599609
	Iteration 23Q: 3 clusters Score -951845.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -951912.687500 Penalty: 4455.599609
	Iteration 24Q: 3 clusters Score -951912.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -951953.187500 Penalty: 4455.599609
	Iteration 25Q: 3 clusters Score -951953.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -951996.625000 Penalty: 4455.599609
	Iteration 26Q: 3 clusters Score -951996.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -952039.062500 Penalty: 4455.599609
	Iteration 27Q: 3 clusters Score -952039.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -952077.062500 Penalty: 4455.599609
	Iteration 28Q: 3 clusters Score -952077.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -952112.000000 Penalty: 4455.599609
	Iteration 29Q: 3 clusters Score -952112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -952142.625000 Penalty: 4455.599609
	Iteration 30Q: 3 clusters Score -952142.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -952170.062500 Penalty: 4455.599609
	Iteration 31Q: 3 clusters Score -952170.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -952194.250000 Penalty: 4455.599609
	Iteration 32Q: 3 clusters Score -952194.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -952215.312500 Penalty: 4455.599609
	Iteration 33Q: 3 clusters Score -952215.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -952229.187500 Penalty: 4455.599609
	Iteration 34Q: 3 clusters Score -952229.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -952243.750000 Penalty: 4455.599609
	Iteration 35Q: 3 clusters Score -952243.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -952257.750000 Penalty: 4455.599609
	Iteration 36Q: 3 clusters Score -952257.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -952264.125000 Penalty: 4455.599609
	Iteration 37Q: 3 clusters Score -952264.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -952272.562500 Penalty: 4455.599609
	Iteration 38Q: 3 clusters Score -952272.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -952278.062500 Penalty: 4455.599609
	Iteration 39Q: 3 clusters Score -952278.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -952279.625000 Penalty: 4455.599609
	Iteration 40F: 3 clusters Score -952279.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -952282.375000 Penalty: 4455.599609
	Iteration 41Q: 3 clusters Score -952282.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -952283.812500 Penalty: 4455.599609
	Iteration 42Q: 3 clusters Score -952283.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -952289.562500 Penalty: 4455.599609
	Iteration 43Q: 3 clusters Score -952289.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -952293.062500 Penalty: 4455.599609
	Iteration 44Q: 3 clusters Score -952293.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -952297.312500 Penalty: 4455.599609
	Iteration 45Q: 3 clusters Score -952297.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -952299.562500 Penalty: 4455.599609
	Iteration 46Q: 3 clusters Score -952299.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -952306.750000 Penalty: 4455.599609
	Iteration 47Q: 3 clusters Score -952306.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -952313.312500 Penalty: 4455.599609
	Iteration 48Q: 3 clusters Score -952313.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -952321.812500 Penalty: 4455.599609
	Iteration 49Q: 3 clusters Score -952321.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -952325.937500 Penalty: 4455.599609
	Iteration 50Q: 3 clusters Score -952325.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -952330.937500 Penalty: 4455.599609
	Iteration 51Q: 3 clusters Score -952330.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -952333.187500 Penalty: 4455.599609
	Iteration 52Q: 3 clusters Score -952333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -952332.812500 Penalty: 4455.599609
	Iteration 53Q: 3 clusters Score -952332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -952332.562500 Penalty: 4455.599609
	Iteration 54Q: 3 clusters Score -952332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -952332.562500 Penalty: 4455.599609
	Iteration 55F: 3 clusters Score -952332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (228827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228827 members 
Entering Unmasked Estep 
Score: -27920580.000000 Penalty: 3060.498779
	Iteration 0F: 2 clusters Score -2.792058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114505 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -27777686.000000 Penalty: 6120.997559
	Iteration 0F: 3 clusters Score -2.777769e+07 nChanged 110265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117884 members 
Mstep: Class 2 contains 110943 members 
Entering Unmasked Estep 
Score: -27841814.000000 Penalty: 6120.997559
	Iteration 1F: 3 clusters Score -2.784181e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120355 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -27843242.000000 Penalty: 6120.997559
	Iteration 2Q: 3 clusters Score -2.784324e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124277 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -27845456.000000 Penalty: 6120.997559
	Iteration 3Q: 3 clusters Score -2.784546e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130219 members 
Mstep: Class 2 contains 98608 members 
Entering Unmasked Estep 
Score: -27849200.000000 Penalty: 6120.997559
	Iteration 4Q: 3 clusters Score -2.78492e+07 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 89772 members 
Entering Unmasked Estep 
Score: -27855730.000000 Penalty: 6120.997559
	Iteration 5F: 3 clusters Score -2.785573e+07 nChanged 16000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151559 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -27865320.000000 Penalty: 6120.997559
	Iteration 6F: 3 clusters Score -2.786532e+07 nChanged 17910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166673 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -27877030.000000 Penalty: 6120.997559
	Iteration 7F: 3 clusters Score -2.787703e+07 nChanged 17359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182370 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -27889374.000000 Penalty: 6120.997559
	Iteration 8F: 3 clusters Score -2.788937e+07 nChanged 14495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196261 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -27899278.000000 Penalty: 6120.997559
	Iteration 9F: 3 clusters Score -2.789928e+07 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207848 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -27906352.000000 Penalty: 6120.997559
	Iteration 10F: 3 clusters Score -2.790635e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216439 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -27911552.000000 Penalty: 6120.997559
	Iteration 11Q: 3 clusters Score -2.791155e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222164 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -27914536.000000 Penalty: 6120.997559
	Iteration 12Q: 3 clusters Score -2.791454e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225434 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -27916536.000000 Penalty: 6120.997559
	Iteration 13Q: 3 clusters Score -2.791654e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227011 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -27917258.000000 Penalty: 6120.997559
	Iteration 14Q: 3 clusters Score -2.791726e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227722 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -27917704.000000 Penalty: 6120.997559
	Iteration 15Q: 3 clusters Score -2.79177e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228011 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -27917894.000000 Penalty: 6120.997559
	Iteration 16Q: 3 clusters Score -2.791789e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228145 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -27917930.000000 Penalty: 6120.997559
	Iteration 17Q: 3 clusters Score -2.791793e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228215 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -27918030.000000 Penalty: 6120.997559
	Iteration 18Q: 3 clusters Score -2.791803e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228250 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -27918046.000000 Penalty: 6120.997559
	Iteration 19Q: 3 clusters Score -2.791805e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228274 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -27918038.000000 Penalty: 6120.997559
	Iteration 20F: 3 clusters Score -2.791804e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228297 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -27918070.000000 Penalty: 6120.997559
	Iteration 21Q: 3 clusters Score -2.791807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228309 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -27918076.000000 Penalty: 6120.997559
	Iteration 22Q: 3 clusters Score -2.791808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228324 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -27918100.000000 Penalty: 6120.997559
	Iteration 23Q: 3 clusters Score -2.79181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228338 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -27918120.000000 Penalty: 6120.997559
	Iteration 24Q: 3 clusters Score -2.791812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228353 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -27918136.000000 Penalty: 6120.997559
	Iteration 25Q: 3 clusters Score -2.791814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228355 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -27918140.000000 Penalty: 6120.997559
	Iteration 26Q: 3 clusters Score -2.791814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228362 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -27918124.000000 Penalty: 6120.997559
	Iteration 27Q: 3 clusters Score -2.791812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228366 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -27918154.000000 Penalty: 6120.997559
	Iteration 28Q: 3 clusters Score -2.791815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228368 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -27918154.000000 Penalty: 6120.997559
	Iteration 29Q: 3 clusters Score -2.791815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228369 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -27918152.000000 Penalty: 6120.997559
	Iteration 30Q: 3 clusters Score -2.791815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228366 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -27918150.000000 Penalty: 6120.997559
	Iteration 31Q: 3 clusters Score -2.791815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228368 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -27918152.000000 Penalty: 6120.997559
	Iteration 32Q: 3 clusters Score -2.791815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228369 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -27918148.000000 Penalty: 6120.997559
	Iteration 33Q: 3 clusters Score -2.791815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228372 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -27918150.000000 Penalty: 6120.997559
	Iteration 34Q: 3 clusters Score -2.791815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228374 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -27918150.000000 Penalty: 6120.997559
	Iteration 35Q: 3 clusters Score -2.791815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228376 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -27918166.000000 Penalty: 6120.997559
	Iteration 36Q: 3 clusters Score -2.791817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228376 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -27918166.000000 Penalty: 6120.997559
	Iteration 37F: 3 clusters Score -2.791817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -239496.328125 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -239496.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -236780.703125 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -236780.7 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -237261.531250 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -237261.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -237417.968750 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -237418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -237497.375000 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -237497.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -237538.984375 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -237539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -237565.343750 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -237565.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -237584.062500 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -237584.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -237600.234375 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -237600.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -237610.046875 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -237610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -237623.921875 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -237623.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -237635.406250 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -237635.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -237644.187500 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -237644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -237650.937500 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -237650.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -237659.437500 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -237659.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -237662.656250 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -237662.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -237665.875000 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -237665.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -237668.125000 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -237668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -237668.546875 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -237668.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -237668.546875 Penalty: 3784.949463
	Iteration 18F: 3 clusters Score -237668.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -985504.937500 Penalty: 2240.924805
	Iteration 0F: 2 clusters Score -985504.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -978815.437500 Penalty: 4481.849609
	Iteration 0F: 3 clusters Score -978815.4 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -980654.812500 Penalty: 4481.849609
	Iteration 1F: 3 clusters Score -980654.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -980928.562500 Penalty: 4481.849609
	Iteration 2F: 3 clusters Score -980928.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -981117.937500 Penalty: 4481.849609
	Iteration 3F: 3 clusters Score -981117.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -981256.812500 Penalty: 4481.849609
	Iteration 4Q: 3 clusters Score -981256.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -981368.750000 Penalty: 4481.849609
	Iteration 5Q: 3 clusters Score -981368.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -981481.750000 Penalty: 4481.849609
	Iteration 6Q: 3 clusters Score -981481.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -981605.812500 Penalty: 4481.849609
	Iteration 7Q: 3 clusters Score -981605.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -981735.187500 Penalty: 4481.849609
	Iteration 8Q: 3 clusters Score -981735.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -981897.500000 Penalty: 4481.849609
	Iteration 9Q: 3 clusters Score -981897.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -982072.562500 Penalty: 4481.849609
	Iteration 10Q: 3 clusters Score -982072.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -982278.750000 Penalty: 4481.849609
	Iteration 11Q: 3 clusters Score -982278.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -982465.250000 Penalty: 4481.849609
	Iteration 12Q: 3 clusters Score -982465.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -982664.437500 Penalty: 4481.849609
	Iteration 13Q: 3 clusters Score -982664.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -982853.250000 Penalty: 4481.849609
	Iteration 14Q: 3 clusters Score -982853.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -983040.000000 Penalty: 4481.849609
	Iteration 15Q: 3 clusters Score -983040 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -983172.687500 Penalty: 4481.849609
	Iteration 16Q: 3 clusters Score -983172.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -983290.375000 Penalty: 4481.849609
	Iteration 17Q: 3 clusters Score -983290.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -983376.625000 Penalty: 4481.849609
	Iteration 18Q: 3 clusters Score -983376.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -983437.500000 Penalty: 4481.849609
	Iteration 19Q: 3 clusters Score -983437.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -983480.875000 Penalty: 4481.849609
	Iteration 20F: 3 clusters Score -983480.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -983504.562500 Penalty: 4481.849609
	Iteration 21Q: 3 clusters Score -983504.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -983528.562500 Penalty: 4481.849609
	Iteration 22Q: 3 clusters Score -983528.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -983546.875000 Penalty: 4481.849609
	Iteration 23Q: 3 clusters Score -983546.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -983557.375000 Penalty: 4481.849609
	Iteration 24Q: 3 clusters Score -983557.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -983571.125000 Penalty: 4481.849609
	Iteration 25Q: 3 clusters Score -983571.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -983587.312500 Penalty: 4481.849609
	Iteration 26Q: 3 clusters Score -983587.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -983598.187500 Penalty: 4481.849609
	Iteration 27Q: 3 clusters Score -983598.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -983620.125000 Penalty: 4481.849609
	Iteration 28Q: 3 clusters Score -983620.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -983640.875000 Penalty: 4481.849609
	Iteration 29Q: 3 clusters Score -983640.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -983655.750000 Penalty: 4481.849609
	Iteration 30Q: 3 clusters Score -983655.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -983667.000000 Penalty: 4481.849609
	Iteration 31Q: 3 clusters Score -983667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -983677.375000 Penalty: 4481.849609
	Iteration 32Q: 3 clusters Score -983677.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -983688.625000 Penalty: 4481.849609
	Iteration 33Q: 3 clusters Score -983688.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -983693.375000 Penalty: 4481.849609
	Iteration 34Q: 3 clusters Score -983693.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -983703.500000 Penalty: 4481.849609
	Iteration 35Q: 3 clusters Score -983703.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -983705.750000 Penalty: 4481.849609
	Iteration 36Q: 3 clusters Score -983705.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -983713.750000 Penalty: 4481.849609
	Iteration 37Q: 3 clusters Score -983713.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -983720.937500 Penalty: 4481.849609
	Iteration 38Q: 3 clusters Score -983720.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -983725.125000 Penalty: 4481.849609
	Iteration 39Q: 3 clusters Score -983725.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -983731.312500 Penalty: 4481.849609
	Iteration 40F: 3 clusters Score -983731.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -983738.125000 Penalty: 4481.849609
	Iteration 41Q: 3 clusters Score -983738.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -983746.500000 Penalty: 4481.849609
	Iteration 42Q: 3 clusters Score -983746.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -983751.187500 Penalty: 4481.849609
	Iteration 43Q: 3 clusters Score -983751.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -983754.437500 Penalty: 4481.849609
	Iteration 44Q: 3 clusters Score -983754.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -983757.250000 Penalty: 4481.849609
	Iteration 45Q: 3 clusters Score -983757.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -983763.437500 Penalty: 4481.849609
	Iteration 46Q: 3 clusters Score -983763.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -983766.875000 Penalty: 4481.849609
	Iteration 47Q: 3 clusters Score -983766.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -983769.937500 Penalty: 4481.849609
	Iteration 48Q: 3 clusters Score -983769.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -983775.250000 Penalty: 4481.849609
	Iteration 49Q: 3 clusters Score -983775.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -983776.937500 Penalty: 4481.849609
	Iteration 50Q: 3 clusters Score -983776.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -983781.500000 Penalty: 4481.849609
	Iteration 51Q: 3 clusters Score -983781.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -983779.625000 Penalty: 4481.849609
	Iteration 52Q: 3 clusters Score -983779.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -983786.437500 Penalty: 4481.849609
	Iteration 53Q: 3 clusters Score -983786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -983787.562500 Penalty: 4481.849609
	Iteration 54Q: 3 clusters Score -983787.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -983787.625000 Penalty: 4481.849609
	Iteration 55Q: 3 clusters Score -983787.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -983789.937500 Penalty: 4481.849609
	Iteration 56Q: 3 clusters Score -983789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -983790.437500 Penalty: 4481.849609
	Iteration 57Q: 3 clusters Score -983790.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -983790.562500 Penalty: 4481.849609
	Iteration 58Q: 3 clusters Score -983790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -983792.500000 Penalty: 4481.849609
	Iteration 59Q: 3 clusters Score -983792.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -983795.312500 Penalty: 4481.849609
	Iteration 60F: 3 clusters Score -983795.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -983795.250000 Penalty: 4481.849609
	Iteration 61Q: 3 clusters Score -983795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -983797.812500 Penalty: 4481.849609
	Iteration 62Q: 3 clusters Score -983797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -983798.437500 Penalty: 4481.849609
	Iteration 63Q: 3 clusters Score -983798.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -983801.375000 Penalty: 4481.849609
	Iteration 64Q: 3 clusters Score -983801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -983802.937500 Penalty: 4481.849609
	Iteration 65Q: 3 clusters Score -983802.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -983802.437500 Penalty: 4481.849609
	Iteration 66Q: 3 clusters Score -983802.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -983802.312500 Penalty: 4481.849609
	Iteration 67Q: 3 clusters Score -983802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -983802.375000 Penalty: 4481.849609
	Iteration 68Q: 3 clusters Score -983802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -983801.625000 Penalty: 4481.849609
	Iteration 69Q: 3 clusters Score -983801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -983802.500000 Penalty: 4481.849609
	Iteration 70Q: 3 clusters Score -983802.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -983802.500000 Penalty: 4481.849609
	Iteration 71F: 3 clusters Score -983802.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (6208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Entering Unmasked Estep 
Score: -712276.062500 Penalty: 2165.931396
	Iteration 0F: 2 clusters Score -712276.1 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 3109 members 
Entering Unmasked Estep 
Score: -706982.937500 Penalty: 4331.862793
	Iteration 0F: 3 clusters Score -706982.9 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -708406.250000 Penalty: 4331.862793
	Iteration 1F: 3 clusters Score -708406.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -708694.437500 Penalty: 4331.862793
	Iteration 2F: 3 clusters Score -708694.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -708894.312500 Penalty: 4331.862793
	Iteration 3F: 3 clusters Score -708894.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -709051.125000 Penalty: 4331.862793
	Iteration 4Q: 3 clusters Score -709051.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -709186.937500 Penalty: 4331.862793
	Iteration 5Q: 3 clusters Score -709186.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -709318.375000 Penalty: 4331.862793
	Iteration 6Q: 3 clusters Score -709318.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -709429.562500 Penalty: 4331.862793
	Iteration 7Q: 3 clusters Score -709429.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -709525.625000 Penalty: 4331.862793
	Iteration 8Q: 3 clusters Score -709525.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -709626.687500 Penalty: 4331.862793
	Iteration 9Q: 3 clusters Score -709626.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -709729.250000 Penalty: 4331.862793
	Iteration 10Q: 3 clusters Score -709729.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -709815.687500 Penalty: 4331.862793
	Iteration 11Q: 3 clusters Score -709815.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -709882.062500 Penalty: 4331.862793
	Iteration 12Q: 3 clusters Score -709882.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -709955.937500 Penalty: 4331.862793
	Iteration 13Q: 3 clusters Score -709955.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -710019.312500 Penalty: 4331.862793
	Iteration 14Q: 3 clusters Score -710019.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -710077.250000 Penalty: 4331.862793
	Iteration 15Q: 3 clusters Score -710077.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -710135.500000 Penalty: 4331.862793
	Iteration 16Q: 3 clusters Score -710135.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -710195.812500 Penalty: 4331.862793
	Iteration 17Q: 3 clusters Score -710195.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -710249.750000 Penalty: 4331.862793
	Iteration 18Q: 3 clusters Score -710249.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -710291.937500 Penalty: 4331.862793
	Iteration 19Q: 3 clusters Score -710291.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -710337.750000 Penalty: 4331.862793
	Iteration 20F: 3 clusters Score -710337.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -710371.812500 Penalty: 4331.862793
	Iteration 21Q: 3 clusters Score -710371.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -710404.312500 Penalty: 4331.862793
	Iteration 22Q: 3 clusters Score -710404.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -710442.750000 Penalty: 4331.862793
	Iteration 23Q: 3 clusters Score -710442.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -710471.812500 Penalty: 4331.862793
	Iteration 24Q: 3 clusters Score -710471.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -710508.062500 Penalty: 4331.862793
	Iteration 25Q: 3 clusters Score -710508.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -710536.875000 Penalty: 4331.862793
	Iteration 26Q: 3 clusters Score -710536.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -710564.500000 Penalty: 4331.862793
	Iteration 27Q: 3 clusters Score -710564.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -710597.750000 Penalty: 4331.862793
	Iteration 28Q: 3 clusters Score -710597.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -710627.375000 Penalty: 4331.862793
	Iteration 29Q: 3 clusters Score -710627.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -710653.375000 Penalty: 4331.862793
	Iteration 30Q: 3 clusters Score -710653.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -710681.437500 Penalty: 4331.862793
	Iteration 31Q: 3 clusters Score -710681.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -710718.687500 Penalty: 4331.862793
	Iteration 32Q: 3 clusters Score -710718.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -710750.375000 Penalty: 4331.862793
	Iteration 33Q: 3 clusters Score -710750.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -710787.750000 Penalty: 4331.862793
	Iteration 34Q: 3 clusters Score -710787.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -710819.750000 Penalty: 4331.862793
	Iteration 35Q: 3 clusters Score -710819.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -710840.937500 Penalty: 4331.862793
	Iteration 36Q: 3 clusters Score -710840.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -710856.812500 Penalty: 4331.862793
	Iteration 37Q: 3 clusters Score -710856.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -710873.937500 Penalty: 4331.862793
	Iteration 38Q: 3 clusters Score -710873.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -710883.375000 Penalty: 4331.862793
	Iteration 39Q: 3 clusters Score -710883.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -710895.125000 Penalty: 4331.862793
	Iteration 40F: 3 clusters Score -710895.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -710906.750000 Penalty: 4331.862793
	Iteration 41Q: 3 clusters Score -710906.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -710926.062500 Penalty: 4331.862793
	Iteration 42Q: 3 clusters Score -710926.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -710943.250000 Penalty: 4331.862793
	Iteration 43Q: 3 clusters Score -710943.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -710964.375000 Penalty: 4331.862793
	Iteration 44Q: 3 clusters Score -710964.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -710983.312500 Penalty: 4331.862793
	Iteration 45Q: 3 clusters Score -710983.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -710996.000000 Penalty: 4331.862793
	Iteration 46Q: 3 clusters Score -710996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -711003.812500 Penalty: 4331.862793
	Iteration 47Q: 3 clusters Score -711003.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -711019.500000 Penalty: 4331.862793
	Iteration 48Q: 3 clusters Score -711019.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -711040.750000 Penalty: 4331.862793
	Iteration 49Q: 3 clusters Score -711040.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -711057.625000 Penalty: 4331.862793
	Iteration 50Q: 3 clusters Score -711057.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -711069.250000 Penalty: 4331.862793
	Iteration 51Q: 3 clusters Score -711069.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -711079.375000 Penalty: 4331.862793
	Iteration 52Q: 3 clusters Score -711079.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -711081.375000 Penalty: 4331.862793
	Iteration 53Q: 3 clusters Score -711081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -711085.875000 Penalty: 4331.862793
	Iteration 54Q: 3 clusters Score -711085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -711087.812500 Penalty: 4331.862793
	Iteration 55Q: 3 clusters Score -711087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -711088.625000 Penalty: 4331.862793
	Iteration 56Q: 3 clusters Score -711088.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -711091.187500 Penalty: 4331.862793
	Iteration 57Q: 3 clusters Score -711091.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -711092.250000 Penalty: 4331.862793
	Iteration 58Q: 3 clusters Score -711092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -711097.250000 Penalty: 4331.862793
	Iteration 59Q: 3 clusters Score -711097.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -711101.812500 Penalty: 4331.862793
	Iteration 60F: 3 clusters Score -711101.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -711103.125000 Penalty: 4331.862793
	Iteration 61Q: 3 clusters Score -711103.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -711103.125000 Penalty: 4331.862793
	Iteration 62F: 3 clusters Score -711103.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (10112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Entering Unmasked Estep 
Score: -1092077.750000 Penalty: 2286.926758
	Iteration 0F: 2 clusters Score -1092078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1084328.125000 Penalty: 4573.853516
	Iteration 0F: 3 clusters Score -1084328 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1086847.000000 Penalty: 4573.853516
	Iteration 1F: 3 clusters Score -1086847 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1087367.875000 Penalty: 4573.853516
	Iteration 2F: 3 clusters Score -1087368 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1087839.875000 Penalty: 4573.853516
	Iteration 3F: 3 clusters Score -1087840 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1088293.750000 Penalty: 4573.853516
	Iteration 4F: 3 clusters Score -1088294 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1088681.375000 Penalty: 4573.853516
	Iteration 5F: 3 clusters Score -1088681 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1089019.500000 Penalty: 4573.853516
	Iteration 6Q: 3 clusters Score -1089020 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1089349.250000 Penalty: 4573.853516
	Iteration 7Q: 3 clusters Score -1089349 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1089612.625000 Penalty: 4573.853516
	Iteration 8Q: 3 clusters Score -1089613 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1089819.000000 Penalty: 4573.853516
	Iteration 9Q: 3 clusters Score -1089819 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1090002.500000 Penalty: 4573.853516
	Iteration 10Q: 3 clusters Score -1090002 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1090140.125000 Penalty: 4573.853516
	Iteration 11Q: 3 clusters Score -1090140 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1090230.875000 Penalty: 4573.853516
	Iteration 12Q: 3 clusters Score -1090231 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1090297.500000 Penalty: 4573.853516
	Iteration 13Q: 3 clusters Score -1090298 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1090342.375000 Penalty: 4573.853516
	Iteration 14Q: 3 clusters Score -1090342 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1090377.500000 Penalty: 4573.853516
	Iteration 15Q: 3 clusters Score -1090378 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1090401.750000 Penalty: 4573.853516
	Iteration 16Q: 3 clusters Score -1090402 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1090432.250000 Penalty: 4573.853516
	Iteration 17Q: 3 clusters Score -1090432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1090453.875000 Penalty: 4573.853516
	Iteration 18Q: 3 clusters Score -1090454 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1090482.625000 Penalty: 4573.853516
	Iteration 19Q: 3 clusters Score -1090483 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1090503.625000 Penalty: 4573.853516
	Iteration 20F: 3 clusters Score -1090504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1090524.625000 Penalty: 4573.853516
	Iteration 21Q: 3 clusters Score -1090525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1090541.250000 Penalty: 4573.853516
	Iteration 22Q: 3 clusters Score -1090541 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1090556.125000 Penalty: 4573.853516
	Iteration 23Q: 3 clusters Score -1090556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1090571.250000 Penalty: 4573.853516
	Iteration 24Q: 3 clusters Score -1090571 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1090582.250000 Penalty: 4573.853516
	Iteration 25Q: 3 clusters Score -1090582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1090600.000000 Penalty: 4573.853516
	Iteration 26Q: 3 clusters Score -1090600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1090614.750000 Penalty: 4573.853516
	Iteration 27Q: 3 clusters Score -1090615 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1090630.375000 Penalty: 4573.853516
	Iteration 28Q: 3 clusters Score -1090630 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1090655.875000 Penalty: 4573.853516
	Iteration 29Q: 3 clusters Score -1090656 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1090686.125000 Penalty: 4573.853516
	Iteration 30Q: 3 clusters Score -1090686 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1090713.750000 Penalty: 4573.853516
	Iteration 31Q: 3 clusters Score -1090714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1090733.125000 Penalty: 4573.853516
	Iteration 32Q: 3 clusters Score -1090733 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1090750.000000 Penalty: 4573.853516
	Iteration 33Q: 3 clusters Score -1090750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1090767.500000 Penalty: 4573.853516
	Iteration 34Q: 3 clusters Score -1090768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1090789.625000 Penalty: 4573.853516
	Iteration 35Q: 3 clusters Score -1090790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1090800.125000 Penalty: 4573.853516
	Iteration 36Q: 3 clusters Score -1090800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1090810.000000 Penalty: 4573.853516
	Iteration 37Q: 3 clusters Score -1090810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1090818.750000 Penalty: 4573.853516
	Iteration 38Q: 3 clusters Score -1090819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1090820.125000 Penalty: 4573.853516
	Iteration 39Q: 3 clusters Score -1090820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1090827.125000 Penalty: 4573.853516
	Iteration 40F: 3 clusters Score -1090827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1090830.625000 Penalty: 4573.853516
	Iteration 41Q: 3 clusters Score -1090831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1090835.375000 Penalty: 4573.853516
	Iteration 42Q: 3 clusters Score -1090835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1090841.250000 Penalty: 4573.853516
	Iteration 43Q: 3 clusters Score -1090841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1090844.375000 Penalty: 4573.853516
	Iteration 44Q: 3 clusters Score -1090844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1090852.750000 Penalty: 4573.853516
	Iteration 45Q: 3 clusters Score -1090853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1090856.375000 Penalty: 4573.853516
	Iteration 46Q: 3 clusters Score -1090856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1090859.250000 Penalty: 4573.853516
	Iteration 47Q: 3 clusters Score -1090859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1090863.000000 Penalty: 4573.853516
	Iteration 48Q: 3 clusters Score -1090863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1090862.625000 Penalty: 4573.853516
	Iteration 49Q: 3 clusters Score -1090863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1090861.125000 Penalty: 4573.853516
	Iteration 50Q: 3 clusters Score -1090861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1090864.250000 Penalty: 4573.853516
	Iteration 51Q: 3 clusters Score -1090864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1090866.125000 Penalty: 4573.853516
	Iteration 52Q: 3 clusters Score -1090866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1090867.500000 Penalty: 4573.853516
	Iteration 53Q: 3 clusters Score -1090868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1090865.000000 Penalty: 4573.853516
	Iteration 54Q: 3 clusters Score -1090865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1090864.875000 Penalty: 4573.853516
	Iteration 55Q: 3 clusters Score -1090865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1090864.875000 Penalty: 4573.853516
	Iteration 56F: 3 clusters Score -1090865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -372073.156250 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -372073.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -369311.375000 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -369311.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -370182.656250 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -370182.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -370673.843750 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -370673.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -370964.718750 Penalty: 3849.614258
	Iteration 3F: 3 clusters Score -370964.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -371183.062500 Penalty: 3849.614258
	Iteration 4F: 3 clusters Score -371183.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -371329.437500 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -371329.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -371425.000000 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -371425 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -371493.187500 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -371493.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -371535.906250 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -371535.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -371568.062500 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -371568.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -371589.187500 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -371589.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -371598.718750 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -371598.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -371605.968750 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -371606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -371609.937500 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -371609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -371614.468750 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -371614.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -371616.937500 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -371616.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -371620.062500 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -371620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -371623.187500 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -371623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -371623.500000 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -371623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -371625.812500 Penalty: 3849.614258
	Iteration 19Q: 3 clusters Score -371625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -371625.812500 Penalty: 3849.614258
	Iteration 20F: 3 clusters Score -371625.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -65081.281250 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -65081.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63432.667969 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -63432.67 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63716.980469 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -63716.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63917.968750 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -63917.97 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64150.605469 Penalty: 3247.205566
	Iteration 3F: 3 clusters Score -64150.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64428.792969 Penalty: 3247.205566
	Iteration 4F: 3 clusters Score -64428.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64603.937500 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -64603.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64729.777344 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -64729.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64802.527344 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -64802.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64829.832031 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -64829.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64852.714844 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -64852.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64876.046875 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -64876.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64887.769531 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -64887.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64902.550781 Penalty: 3247.205566
	Iteration 12Q: 3 clusters Score -64902.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64932.042969 Penalty: 3247.205566
	Iteration 13Q: 3 clusters Score -64932.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64949.535156 Penalty: 3247.205566
	Iteration 14Q: 3 clusters Score -64949.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64960.679688 Penalty: 3247.205566
	Iteration 15Q: 3 clusters Score -64960.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64960.679688 Penalty: 3247.205566
	Iteration 16F: 3 clusters Score -64960.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -204902.500000 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -204902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -202457.812500 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -202457.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -202951.281250 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -202951.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -203169.703125 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -203169.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -203343.843750 Penalty: 3713.916016
	Iteration 3F: 3 clusters Score -203343.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -203549.312500 Penalty: 3713.916016
	Iteration 4F: 3 clusters Score -203549.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -203822.828125 Penalty: 3713.916016
	Iteration 5F: 3 clusters Score -203822.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -204116.937500 Penalty: 3713.916016
	Iteration 6F: 3 clusters Score -204116.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -204457.046875 Penalty: 3713.916016
	Iteration 7F: 3 clusters Score -204457 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -204676.765625 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -204676.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -204757.500000 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -204757.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -204805.921875 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -204805.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -204834.906250 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -204834.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -204848.437500 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -204848.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -204863.046875 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -204863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -204877.890625 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -204877.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -204889.734375 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -204889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -204893.640625 Penalty: 3713.916016
	Iteration 16Q: 3 clusters Score -204893.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -204896.484375 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -204896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -204896.484375 Penalty: 3713.916016
	Iteration 18F: 3 clusters Score -204896.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -336356.156250 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -336356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -333206.125000 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -333206.1 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -333813.406250 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -333813.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -333981.875000 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -333981.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -334084.781250 Penalty: 3943.274414
	Iteration 3F: 3 clusters Score -334084.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -334169.500000 Penalty: 3943.274414
	Iteration 4Q: 3 clusters Score -334169.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -334216.343750 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -334216.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -334248.375000 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -334248.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -334284.593750 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -334284.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -334325.218750 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -334325.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -334357.687500 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -334357.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -334383.375000 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -334383.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -334406.281250 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -334406.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -334436.625000 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -334436.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -334472.312500 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -334472.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -334496.406250 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -334496.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -334519.062500 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -334519.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -334541.968750 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -334542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -334557.031250 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -334557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -334569.125000 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -334569.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -334578.437500 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -334578.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -334585.375000 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -334585.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -334590.562500 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -334590.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -334598.062500 Penalty: 3943.274414
	Iteration 22Q: 3 clusters Score -334598.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -334603.156250 Penalty: 3943.274414
	Iteration 23Q: 3 clusters Score -334603.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -334606.625000 Penalty: 3943.274414
	Iteration 24Q: 3 clusters Score -334606.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -334608.468750 Penalty: 3943.274414
	Iteration 25Q: 3 clusters Score -334608.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -334609.500000 Penalty: 3943.274414
	Iteration 26Q: 3 clusters Score -334609.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -334609.750000 Penalty: 3943.274414
	Iteration 27Q: 3 clusters Score -334609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -334611.093750 Penalty: 3943.274414
	Iteration 28Q: 3 clusters Score -334611.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -334611.093750 Penalty: 3943.274414
	Iteration 29F: 3 clusters Score -334611.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Entering Unmasked Estep 
Score: -843312.375000 Penalty: 2219.474854
	Iteration 0F: 2 clusters Score -843312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -837028.437500 Penalty: 4438.949707
	Iteration 0F: 3 clusters Score -837028.4 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -838872.312500 Penalty: 4438.949707
	Iteration 1F: 3 clusters Score -838872.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -839267.812500 Penalty: 4438.949707
	Iteration 2F: 3 clusters Score -839267.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -839585.812500 Penalty: 4438.949707
	Iteration 3F: 3 clusters Score -839585.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -839804.437500 Penalty: 4438.949707
	Iteration 4Q: 3 clusters Score -839804.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -839978.375000 Penalty: 4438.949707
	Iteration 5Q: 3 clusters Score -839978.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -840137.500000 Penalty: 4438.949707
	Iteration 6Q: 3 clusters Score -840137.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -840270.937500 Penalty: 4438.949707
	Iteration 7Q: 3 clusters Score -840270.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -840419.750000 Penalty: 4438.949707
	Iteration 8Q: 3 clusters Score -840419.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -840593.875000 Penalty: 4438.949707
	Iteration 9Q: 3 clusters Score -840593.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -840796.437500 Penalty: 4438.949707
	Iteration 10Q: 3 clusters Score -840796.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -840985.687500 Penalty: 4438.949707
	Iteration 11Q: 3 clusters Score -840985.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -841169.187500 Penalty: 4438.949707
	Iteration 12Q: 3 clusters Score -841169.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -841352.312500 Penalty: 4438.949707
	Iteration 13Q: 3 clusters Score -841352.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -841498.125000 Penalty: 4438.949707
	Iteration 14Q: 3 clusters Score -841498.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -841605.250000 Penalty: 4438.949707
	Iteration 15Q: 3 clusters Score -841605.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -841689.687500 Penalty: 4438.949707
	Iteration 16Q: 3 clusters Score -841689.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -841765.750000 Penalty: 4438.949707
	Iteration 17Q: 3 clusters Score -841765.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -841814.000000 Penalty: 4438.949707
	Iteration 18Q: 3 clusters Score -841814 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -841853.187500 Penalty: 4438.949707
	Iteration 19Q: 3 clusters Score -841853.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -841883.500000 Penalty: 4438.949707
	Iteration 20F: 3 clusters Score -841883.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -841909.312500 Penalty: 4438.949707
	Iteration 21Q: 3 clusters Score -841909.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -841930.562500 Penalty: 4438.949707
	Iteration 22Q: 3 clusters Score -841930.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -841950.937500 Penalty: 4438.949707
	Iteration 23Q: 3 clusters Score -841950.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -841967.625000 Penalty: 4438.949707
	Iteration 24Q: 3 clusters Score -841967.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -841978.437500 Penalty: 4438.949707
	Iteration 25Q: 3 clusters Score -841978.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -841986.875000 Penalty: 4438.949707
	Iteration 26Q: 3 clusters Score -841986.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -841988.937500 Penalty: 4438.949707
	Iteration 27Q: 3 clusters Score -841988.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -841992.437500 Penalty: 4438.949707
	Iteration 28Q: 3 clusters Score -841992.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -841998.812500 Penalty: 4438.949707
	Iteration 29Q: 3 clusters Score -841998.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -842005.687500 Penalty: 4438.949707
	Iteration 30Q: 3 clusters Score -842005.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -842012.125000 Penalty: 4438.949707
	Iteration 31Q: 3 clusters Score -842012.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -842018.812500 Penalty: 4438.949707
	Iteration 32Q: 3 clusters Score -842018.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -842025.500000 Penalty: 4438.949707
	Iteration 33Q: 3 clusters Score -842025.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -842029.187500 Penalty: 4438.949707
	Iteration 34Q: 3 clusters Score -842029.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -842035.312500 Penalty: 4438.949707
	Iteration 35Q: 3 clusters Score -842035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -842037.437500 Penalty: 4438.949707
	Iteration 36Q: 3 clusters Score -842037.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -842044.437500 Penalty: 4438.949707
	Iteration 37Q: 3 clusters Score -842044.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -842051.312500 Penalty: 4438.949707
	Iteration 38Q: 3 clusters Score -842051.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -842055.250000 Penalty: 4438.949707
	Iteration 39Q: 3 clusters Score -842055.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -842057.812500 Penalty: 4438.949707
	Iteration 40F: 3 clusters Score -842057.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -842062.125000 Penalty: 4438.949707
	Iteration 41Q: 3 clusters Score -842062.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -842067.000000 Penalty: 4438.949707
	Iteration 42Q: 3 clusters Score -842067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -842069.625000 Penalty: 4438.949707
	Iteration 43Q: 3 clusters Score -842069.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -842072.437500 Penalty: 4438.949707
	Iteration 44Q: 3 clusters Score -842072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -842076.187500 Penalty: 4438.949707
	Iteration 45Q: 3 clusters Score -842076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -842077.312500 Penalty: 4438.949707
	Iteration 46Q: 3 clusters Score -842077.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -842078.187500 Penalty: 4438.949707
	Iteration 47Q: 3 clusters Score -842078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -842077.250000 Penalty: 4438.949707
	Iteration 48Q: 3 clusters Score -842077.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -842079.437500 Penalty: 4438.949707
	Iteration 49Q: 3 clusters Score -842079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -842081.000000 Penalty: 4438.949707
	Iteration 50Q: 3 clusters Score -842081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -842083.687500 Penalty: 4438.949707
	Iteration 51Q: 3 clusters Score -842083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -842086.687500 Penalty: 4438.949707
	Iteration 52Q: 3 clusters Score -842086.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -842086.187500 Penalty: 4438.949707
	Iteration 53Q: 3 clusters Score -842086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -842087.000000 Penalty: 4438.949707
	Iteration 54Q: 3 clusters Score -842087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -842086.062500 Penalty: 4438.949707
	Iteration 55Q: 3 clusters Score -842086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -842087.250000 Penalty: 4438.949707
	Iteration 56Q: 3 clusters Score -842087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -842087.937500 Penalty: 4438.949707
	Iteration 57Q: 3 clusters Score -842087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -842087.937500 Penalty: 4438.949707
	Iteration 58F: 3 clusters Score -842087.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (6890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Entering Unmasked Estep 
Score: -814440.062500 Penalty: 2191.781006
	Iteration 0F: 2 clusters Score -814440.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -808825.437500 Penalty: 4383.562012
	Iteration 0F: 3 clusters Score -808825.4 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -810324.625000 Penalty: 4383.562012
	Iteration 1F: 3 clusters Score -810324.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -810700.187500 Penalty: 4383.562012
	Iteration 2F: 3 clusters Score -810700.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -811062.312500 Penalty: 4383.562012
	Iteration 3F: 3 clusters Score -811062.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -811412.187500 Penalty: 4383.562012
	Iteration 4F: 3 clusters Score -811412.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -811860.562500 Penalty: 4383.562012
	Iteration 5F: 3 clusters Score -811860.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -812363.687500 Penalty: 4383.562012
	Iteration 6F: 3 clusters Score -812363.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -812877.687500 Penalty: 4383.562012
	Iteration 7F: 3 clusters Score -812877.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -813313.875000 Penalty: 4383.562012
	Iteration 8F: 3 clusters Score -813313.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -813582.937500 Penalty: 4383.562012
	Iteration 9Q: 3 clusters Score -813582.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -813776.500000 Penalty: 4383.562012
	Iteration 10Q: 3 clusters Score -813776.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -813895.750000 Penalty: 4383.562012
	Iteration 11Q: 3 clusters Score -813895.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -813971.937500 Penalty: 4383.562012
	Iteration 12Q: 3 clusters Score -813971.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -814042.125000 Penalty: 4383.562012
	Iteration 13Q: 3 clusters Score -814042.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -814098.687500 Penalty: 4383.562012
	Iteration 14Q: 3 clusters Score -814098.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -814136.312500 Penalty: 4383.562012
	Iteration 15Q: 3 clusters Score -814136.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -814164.750000 Penalty: 4383.562012
	Iteration 16Q: 3 clusters Score -814164.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -814184.062500 Penalty: 4383.562012
	Iteration 17Q: 3 clusters Score -814184.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -814191.812500 Penalty: 4383.562012
	Iteration 18Q: 3 clusters Score -814191.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -814196.562500 Penalty: 4383.562012
	Iteration 19Q: 3 clusters Score -814196.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -814201.625000 Penalty: 4383.562012
	Iteration 20F: 3 clusters Score -814201.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -814203.375000 Penalty: 4383.562012
	Iteration 21Q: 3 clusters Score -814203.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -814205.250000 Penalty: 4383.562012
	Iteration 22Q: 3 clusters Score -814205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -814205.812500 Penalty: 4383.562012
	Iteration 23Q: 3 clusters Score -814205.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -814208.812500 Penalty: 4383.562012
	Iteration 24Q: 3 clusters Score -814208.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -814209.562500 Penalty: 4383.562012
	Iteration 25Q: 3 clusters Score -814209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -814211.687500 Penalty: 4383.562012
	Iteration 26Q: 3 clusters Score -814211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -814213.062500 Penalty: 4383.562012
	Iteration 27Q: 3 clusters Score -814213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -814214.312500 Penalty: 4383.562012
	Iteration 28Q: 3 clusters Score -814214.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -814212.562500 Penalty: 4383.562012
	Iteration 29Q: 3 clusters Score -814212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -814213.875000 Penalty: 4383.562012
	Iteration 30Q: 3 clusters Score -814213.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -814213.875000 Penalty: 4383.562012
	Iteration 31F: 3 clusters Score -814213.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -771365.937500 Penalty: 2173.988525
	Iteration 0F: 2 clusters Score -771365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -766025.812500 Penalty: 4347.977051
	Iteration 0F: 3 clusters Score -766025.8 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -767356.937500 Penalty: 4347.977051
	Iteration 1F: 3 clusters Score -767356.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -767564.375000 Penalty: 4347.977051
	Iteration 2F: 3 clusters Score -767564.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -767689.875000 Penalty: 4347.977051
	Iteration 3Q: 3 clusters Score -767689.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -767775.687500 Penalty: 4347.977051
	Iteration 4Q: 3 clusters Score -767775.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -767843.312500 Penalty: 4347.977051
	Iteration 5Q: 3 clusters Score -767843.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -767908.625000 Penalty: 4347.977051
	Iteration 6Q: 3 clusters Score -767908.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -767984.812500 Penalty: 4347.977051
	Iteration 7Q: 3 clusters Score -767984.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -768061.875000 Penalty: 4347.977051
	Iteration 8Q: 3 clusters Score -768061.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -768137.437500 Penalty: 4347.977051
	Iteration 9Q: 3 clusters Score -768137.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -768220.312500 Penalty: 4347.977051
	Iteration 10Q: 3 clusters Score -768220.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -768327.312500 Penalty: 4347.977051
	Iteration 11Q: 3 clusters Score -768327.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -768431.500000 Penalty: 4347.977051
	Iteration 12Q: 3 clusters Score -768431.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -768554.500000 Penalty: 4347.977051
	Iteration 13Q: 3 clusters Score -768554.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -768677.687500 Penalty: 4347.977051
	Iteration 14Q: 3 clusters Score -768677.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -768808.187500 Penalty: 4347.977051
	Iteration 15Q: 3 clusters Score -768808.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -768930.375000 Penalty: 4347.977051
	Iteration 16Q: 3 clusters Score -768930.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -769018.500000 Penalty: 4347.977051
	Iteration 17Q: 3 clusters Score -769018.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -769080.750000 Penalty: 4347.977051
	Iteration 18Q: 3 clusters Score -769080.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -769144.625000 Penalty: 4347.977051
	Iteration 19Q: 3 clusters Score -769144.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -769205.312500 Penalty: 4347.977051
	Iteration 20F: 3 clusters Score -769205.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -769249.500000 Penalty: 4347.977051
	Iteration 21Q: 3 clusters Score -769249.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -769287.250000 Penalty: 4347.977051
	Iteration 22Q: 3 clusters Score -769287.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -769311.250000 Penalty: 4347.977051
	Iteration 23Q: 3 clusters Score -769311.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -769341.500000 Penalty: 4347.977051
	Iteration 24Q: 3 clusters Score -769341.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -769357.312500 Penalty: 4347.977051
	Iteration 25Q: 3 clusters Score -769357.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -769370.062500 Penalty: 4347.977051
	Iteration 26Q: 3 clusters Score -769370.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -769384.125000 Penalty: 4347.977051
	Iteration 27Q: 3 clusters Score -769384.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -769396.562500 Penalty: 4347.977051
	Iteration 28Q: 3 clusters Score -769396.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -769408.312500 Penalty: 4347.977051
	Iteration 29Q: 3 clusters Score -769408.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -769416.312500 Penalty: 4347.977051
	Iteration 30Q: 3 clusters Score -769416.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -769417.500000 Penalty: 4347.977051
	Iteration 31Q: 3 clusters Score -769417.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -769416.625000 Penalty: 4347.977051
	Iteration 32Q: 3 clusters Score -769416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -769417.500000 Penalty: 4347.977051
	Iteration 33Q: 3 clusters Score -769417.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -769419.562500 Penalty: 4347.977051
	Iteration 34Q: 3 clusters Score -769419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -769419.750000 Penalty: 4347.977051
	Iteration 35Q: 3 clusters Score -769419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -769421.250000 Penalty: 4347.977051
	Iteration 36Q: 3 clusters Score -769421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -769420.750000 Penalty: 4347.977051
	Iteration 37Q: 3 clusters Score -769420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -769421.625000 Penalty: 4347.977051
	Iteration 38Q: 3 clusters Score -769421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -769421.812500 Penalty: 4347.977051
	Iteration 39Q: 3 clusters Score -769421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -769422.500000 Penalty: 4347.977051
	Iteration 40F: 3 clusters Score -769422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -769422.562500 Penalty: 4347.977051
	Iteration 41Q: 3 clusters Score -769422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -769422.625000 Penalty: 4347.977051
	Iteration 42Q: 3 clusters Score -769422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -769422.625000 Penalty: 4347.977051
	Iteration 43F: 3 clusters Score -769422.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -371756.593750 Penalty: 2033.943604
	Iteration 0F: 2 clusters Score -371756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -368119.281250 Penalty: 4067.887207
	Iteration 0F: 3 clusters Score -368119.3 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -368996.968750 Penalty: 4067.887207
	Iteration 1F: 3 clusters Score -368997 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -369264.187500 Penalty: 4067.887207
	Iteration 2F: 3 clusters Score -369264.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -369440.812500 Penalty: 4067.887207
	Iteration 3F: 3 clusters Score -369440.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -369582.437500 Penalty: 4067.887207
	Iteration 4Q: 3 clusters Score -369582.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -369705.875000 Penalty: 4067.887207
	Iteration 5Q: 3 clusters Score -369705.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -369863.593750 Penalty: 4067.887207
	Iteration 6Q: 3 clusters Score -369863.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -370035.562500 Penalty: 4067.887207
	Iteration 7Q: 3 clusters Score -370035.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -370230.687500 Penalty: 4067.887207
	Iteration 8Q: 3 clusters Score -370230.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -370439.562500 Penalty: 4067.887207
	Iteration 9Q: 3 clusters Score -370439.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -370578.312500 Penalty: 4067.887207
	Iteration 10Q: 3 clusters Score -370578.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -370682.281250 Penalty: 4067.887207
	Iteration 11Q: 3 clusters Score -370682.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -370746.343750 Penalty: 4067.887207
	Iteration 12Q: 3 clusters Score -370746.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -370794.812500 Penalty: 4067.887207
	Iteration 13Q: 3 clusters Score -370794.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -370825.187500 Penalty: 4067.887207
	Iteration 14Q: 3 clusters Score -370825.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -370845.031250 Penalty: 4067.887207
	Iteration 15Q: 3 clusters Score -370845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -370857.625000 Penalty: 4067.887207
	Iteration 16Q: 3 clusters Score -370857.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -370868.875000 Penalty: 4067.887207
	Iteration 17Q: 3 clusters Score -370868.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -370873.281250 Penalty: 4067.887207
	Iteration 18Q: 3 clusters Score -370873.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -370877.343750 Penalty: 4067.887207
	Iteration 19Q: 3 clusters Score -370877.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -370881.656250 Penalty: 4067.887207
	Iteration 20F: 3 clusters Score -370881.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -370887.968750 Penalty: 4067.887207
	Iteration 21Q: 3 clusters Score -370888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -370895.968750 Penalty: 4067.887207
	Iteration 22Q: 3 clusters Score -370896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -370903.000000 Penalty: 4067.887207
	Iteration 23Q: 3 clusters Score -370903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -370910.031250 Penalty: 4067.887207
	Iteration 24Q: 3 clusters Score -370910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -370916.156250 Penalty: 4067.887207
	Iteration 25Q: 3 clusters Score -370916.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -370923.125000 Penalty: 4067.887207
	Iteration 26Q: 3 clusters Score -370923.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -370930.468750 Penalty: 4067.887207
	Iteration 27Q: 3 clusters Score -370930.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -370934.250000 Penalty: 4067.887207
	Iteration 28Q: 3 clusters Score -370934.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -370934.781250 Penalty: 4067.887207
	Iteration 29Q: 3 clusters Score -370934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -370935.437500 Penalty: 4067.887207
	Iteration 30Q: 3 clusters Score -370935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -370935.531250 Penalty: 4067.887207
	Iteration 31Q: 3 clusters Score -370935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -370935.968750 Penalty: 4067.887207
	Iteration 32Q: 3 clusters Score -370936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -370935.968750 Penalty: 4067.887207
	Iteration 33F: 3 clusters Score -370936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -61479.640625 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -61479.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60087.941406 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -60087.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60224.757812 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -60224.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60300.996094 Penalty: 2966.781494
	Iteration 2F: 3 clusters Score -60301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60322.445312 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -60322.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60346.796875 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -60346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60370.261719 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -60370.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60408.976562 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -60408.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60487.242188 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -60487.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60521.796875 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -60521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -60536.546875 Penalty: 2966.781494
	Iteration 9Q: 3 clusters Score -60536.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60543.449219 Penalty: 2966.781494
	Iteration 10Q: 3 clusters Score -60543.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60552.039062 Penalty: 2966.781494
	Iteration 11Q: 3 clusters Score -60552.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60552.039062 Penalty: 2966.781494
	Iteration 12F: 3 clusters Score -60552.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Entering Unmasked Estep 
Score: -777591.062500 Penalty: 2176.298096
	Iteration 0F: 2 clusters Score -777591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -772151.000000 Penalty: 4352.596191
	Iteration 0F: 3 clusters Score -772151 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -773510.937500 Penalty: 4352.596191
	Iteration 1F: 3 clusters Score -773510.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -773776.562500 Penalty: 4352.596191
	Iteration 2F: 3 clusters Score -773776.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -773989.687500 Penalty: 4352.596191
	Iteration 3F: 3 clusters Score -773989.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -774202.875000 Penalty: 4352.596191
	Iteration 4F: 3 clusters Score -774202.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -774438.687500 Penalty: 4352.596191
	Iteration 5F: 3 clusters Score -774438.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -774670.875000 Penalty: 4352.596191
	Iteration 6F: 3 clusters Score -774670.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -774874.187500 Penalty: 4352.596191
	Iteration 7Q: 3 clusters Score -774874.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -775043.875000 Penalty: 4352.596191
	Iteration 8Q: 3 clusters Score -775043.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -775199.375000 Penalty: 4352.596191
	Iteration 9Q: 3 clusters Score -775199.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -775339.187500 Penalty: 4352.596191
	Iteration 10Q: 3 clusters Score -775339.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -775440.437500 Penalty: 4352.596191
	Iteration 11Q: 3 clusters Score -775440.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -775490.187500 Penalty: 4352.596191
	Iteration 12Q: 3 clusters Score -775490.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -775519.812500 Penalty: 4352.596191
	Iteration 13Q: 3 clusters Score -775519.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -775537.312500 Penalty: 4352.596191
	Iteration 14Q: 3 clusters Score -775537.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -775545.375000 Penalty: 4352.596191
	Iteration 15Q: 3 clusters Score -775545.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -775555.000000 Penalty: 4352.596191
	Iteration 16Q: 3 clusters Score -775555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -775557.250000 Penalty: 4352.596191
	Iteration 17Q: 3 clusters Score -775557.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -775558.687500 Penalty: 4352.596191
	Iteration 18Q: 3 clusters Score -775558.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -775562.625000 Penalty: 4352.596191
	Iteration 19Q: 3 clusters Score -775562.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -775564.187500 Penalty: 4352.596191
	Iteration 20F: 3 clusters Score -775564.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -775566.125000 Penalty: 4352.596191
	Iteration 21Q: 3 clusters Score -775566.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -775565.937500 Penalty: 4352.596191
	Iteration 22Q: 3 clusters Score -775565.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -775568.312500 Penalty: 4352.596191
	Iteration 23Q: 3 clusters Score -775568.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -775569.125000 Penalty: 4352.596191
	Iteration 24Q: 3 clusters Score -775569.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -775571.375000 Penalty: 4352.596191
	Iteration 25Q: 3 clusters Score -775571.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -775577.062500 Penalty: 4352.596191
	Iteration 26Q: 3 clusters Score -775577.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -775576.687500 Penalty: 4352.596191
	Iteration 27Q: 3 clusters Score -775576.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -775580.375000 Penalty: 4352.596191
	Iteration 28Q: 3 clusters Score -775580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -775580.562500 Penalty: 4352.596191
	Iteration 29Q: 3 clusters Score -775580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -775583.187500 Penalty: 4352.596191
	Iteration 30Q: 3 clusters Score -775583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -775583.187500 Penalty: 4352.596191
	Iteration 31Q: 3 clusters Score -775583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -775584.250000 Penalty: 4352.596191
	Iteration 32Q: 3 clusters Score -775584.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -775584.250000 Penalty: 4352.596191
	Iteration 33F: 3 clusters Score -775584.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -159081.875000 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -159081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -156874.140625 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -156874.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -157250.953125 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -157251 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -157369.859375 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -157369.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -157437.218750 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -157437.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157477.468750 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -157477.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -157508.937500 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -157508.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -157546.343750 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -157546.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -157577.812500 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -157577.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -157603.515625 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -157603.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -157632.343750 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -157632.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -157665.812500 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -157665.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -157700.515625 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -157700.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -157732.484375 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -157732.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -157761.781250 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -157761.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157793.125000 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -157793.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -157815.875000 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -157815.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -157834.890625 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -157834.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -157852.609375 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -157852.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157864.750000 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -157864.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -157872.593750 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -157872.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -157879.921875 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -157879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -157884.609375 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -157884.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -157886.515625 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -157886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -157886.515625 Penalty: 3592.782471
	Iteration 23F: 3 clusters Score -157886.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (3702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Entering Unmasked Estep 
Score: -589754.812500 Penalty: 2037.723755
	Iteration 0F: 2 clusters Score -589754.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -586182.375000 Penalty: 4075.447510
	Iteration 0F: 3 clusters Score -586182.4 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -587276.062500 Penalty: 4075.447510
	Iteration 1F: 3 clusters Score -587276.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -587599.562500 Penalty: 4075.447510
	Iteration 2F: 3 clusters Score -587599.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -587867.062500 Penalty: 4075.447510
	Iteration 3F: 3 clusters Score -587867.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -588154.062500 Penalty: 4075.447510
	Iteration 4F: 3 clusters Score -588154.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -588396.687500 Penalty: 4075.447510
	Iteration 5F: 3 clusters Score -588396.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -588579.125000 Penalty: 4075.447510
	Iteration 6Q: 3 clusters Score -588579.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -588714.000000 Penalty: 4075.447510
	Iteration 7Q: 3 clusters Score -588714 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -588804.750000 Penalty: 4075.447510
	Iteration 8Q: 3 clusters Score -588804.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -588872.375000 Penalty: 4075.447510
	Iteration 9Q: 3 clusters Score -588872.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -588915.750000 Penalty: 4075.447510
	Iteration 10Q: 3 clusters Score -588915.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -588932.312500 Penalty: 4075.447510
	Iteration 11Q: 3 clusters Score -588932.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -588944.750000 Penalty: 4075.447510
	Iteration 12Q: 3 clusters Score -588944.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -588953.312500 Penalty: 4075.447510
	Iteration 13Q: 3 clusters Score -588953.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -588960.250000 Penalty: 4075.447510
	Iteration 14Q: 3 clusters Score -588960.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -588966.937500 Penalty: 4075.447510
	Iteration 15Q: 3 clusters Score -588966.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -588977.562500 Penalty: 4075.447510
	Iteration 16Q: 3 clusters Score -588977.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -588980.187500 Penalty: 4075.447510
	Iteration 17Q: 3 clusters Score -588980.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -588984.937500 Penalty: 4075.447510
	Iteration 18Q: 3 clusters Score -588984.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -588989.500000 Penalty: 4075.447510
	Iteration 19Q: 3 clusters Score -588989.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -588991.812500 Penalty: 4075.447510
	Iteration 20F: 3 clusters Score -588991.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -588993.500000 Penalty: 4075.447510
	Iteration 21Q: 3 clusters Score -588993.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -588997.625000 Penalty: 4075.447510
	Iteration 22Q: 3 clusters Score -588997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -588999.750000 Penalty: 4075.447510
	Iteration 23Q: 3 clusters Score -588999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -589000.250000 Penalty: 4075.447510
	Iteration 24Q: 3 clusters Score -589000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -589001.250000 Penalty: 4075.447510
	Iteration 25Q: 3 clusters Score -589001.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -589002.750000 Penalty: 4075.447510
	Iteration 26Q: 3 clusters Score -589002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -589002.750000 Penalty: 4075.447510
	Iteration 27F: 3 clusters Score -589002.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -233954.312500 Penalty: 1881.652954
	Iteration 0F: 2 clusters Score -233954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -231287.281250 Penalty: 3763.305908
	Iteration 0F: 3 clusters Score -231287.3 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -231722.203125 Penalty: 3763.305908
	Iteration 1F: 3 clusters Score -231722.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -231863.359375 Penalty: 3763.305908
	Iteration 2F: 3 clusters Score -231863.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -231944.687500 Penalty: 3763.305908
	Iteration 3Q: 3 clusters Score -231944.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -231992.515625 Penalty: 3763.305908
	Iteration 4Q: 3 clusters Score -231992.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -232036.109375 Penalty: 3763.305908
	Iteration 5Q: 3 clusters Score -232036.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -232068.265625 Penalty: 3763.305908
	Iteration 6Q: 3 clusters Score -232068.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -232097.500000 Penalty: 3763.305908
	Iteration 7Q: 3 clusters Score -232097.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -232134.187500 Penalty: 3763.305908
	Iteration 8Q: 3 clusters Score -232134.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -232166.453125 Penalty: 3763.305908
	Iteration 9Q: 3 clusters Score -232166.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -232198.281250 Penalty: 3763.305908
	Iteration 10Q: 3 clusters Score -232198.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -232236.937500 Penalty: 3763.305908
	Iteration 11Q: 3 clusters Score -232236.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -232285.890625 Penalty: 3763.305908
	Iteration 12Q: 3 clusters Score -232285.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -232348.843750 Penalty: 3763.305908
	Iteration 13Q: 3 clusters Score -232348.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -232393.937500 Penalty: 3763.305908
	Iteration 14Q: 3 clusters Score -232393.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -232429.046875 Penalty: 3763.305908
	Iteration 15Q: 3 clusters Score -232429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -232466.875000 Penalty: 3763.305908
	Iteration 16Q: 3 clusters Score -232466.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -232505.703125 Penalty: 3763.305908
	Iteration 17Q: 3 clusters Score -232505.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -232529.640625 Penalty: 3763.305908
	Iteration 18Q: 3 clusters Score -232529.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -232547.187500 Penalty: 3763.305908
	Iteration 19Q: 3 clusters Score -232547.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -232560.031250 Penalty: 3763.305908
	Iteration 20F: 3 clusters Score -232560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -232569.265625 Penalty: 3763.305908
	Iteration 21Q: 3 clusters Score -232569.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -232574.296875 Penalty: 3763.305908
	Iteration 22Q: 3 clusters Score -232574.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -232577.406250 Penalty: 3763.305908
	Iteration 23Q: 3 clusters Score -232577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -232583.218750 Penalty: 3763.305908
	Iteration 24Q: 3 clusters Score -232583.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -232585.703125 Penalty: 3763.305908
	Iteration 25Q: 3 clusters Score -232585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -232586.437500 Penalty: 3763.305908
	Iteration 26Q: 3 clusters Score -232586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -232589.000000 Penalty: 3763.305908
	Iteration 27Q: 3 clusters Score -232589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -232594.640625 Penalty: 3763.305908
	Iteration 28Q: 3 clusters Score -232594.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -232600.421875 Penalty: 3763.305908
	Iteration 29Q: 3 clusters Score -232600.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -232608.015625 Penalty: 3763.305908
	Iteration 30Q: 3 clusters Score -232608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -232613.593750 Penalty: 3763.305908
	Iteration 31Q: 3 clusters Score -232613.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -232621.812500 Penalty: 3763.305908
	Iteration 32Q: 3 clusters Score -232621.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -232625.406250 Penalty: 3763.305908
	Iteration 33Q: 3 clusters Score -232625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -232627.500000 Penalty: 3763.305908
	Iteration 34Q: 3 clusters Score -232627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -232628.515625 Penalty: 3763.305908
	Iteration 35Q: 3 clusters Score -232628.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -232630.234375 Penalty: 3763.305908
	Iteration 36Q: 3 clusters Score -232630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -232630.625000 Penalty: 3763.305908
	Iteration 37Q: 3 clusters Score -232630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -232632.468750 Penalty: 3763.305908
	Iteration 38Q: 3 clusters Score -232632.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -232633.953125 Penalty: 3763.305908
	Iteration 39Q: 3 clusters Score -232634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -232634.484375 Penalty: 3763.305908
	Iteration 40F: 3 clusters Score -232634.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -461991.062500 Penalty: 2049.498291
	Iteration 0F: 2 clusters Score -461991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -458107.031250 Penalty: 4098.996582
	Iteration 0F: 3 clusters Score -458107 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -459011.031250 Penalty: 4098.996582
	Iteration 1F: 3 clusters Score -459011 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -459282.968750 Penalty: 4098.996582
	Iteration 2F: 3 clusters Score -459283 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -459493.531250 Penalty: 4098.996582
	Iteration 3F: 3 clusters Score -459493.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -459685.031250 Penalty: 4098.996582
	Iteration 4F: 3 clusters Score -459685 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -459861.218750 Penalty: 4098.996582
	Iteration 5Q: 3 clusters Score -459861.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -460075.468750 Penalty: 4098.996582
	Iteration 6Q: 3 clusters Score -460075.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -460271.156250 Penalty: 4098.996582
	Iteration 7F: 3 clusters Score -460271.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -460438.031250 Penalty: 4098.996582
	Iteration 8Q: 3 clusters Score -460438 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -460575.843750 Penalty: 4098.996582
	Iteration 9Q: 3 clusters Score -460575.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -460699.156250 Penalty: 4098.996582
	Iteration 10Q: 3 clusters Score -460699.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -460779.906250 Penalty: 4098.996582
	Iteration 11Q: 3 clusters Score -460779.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -460831.593750 Penalty: 4098.996582
	Iteration 12Q: 3 clusters Score -460831.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -460857.343750 Penalty: 4098.996582
	Iteration 13Q: 3 clusters Score -460857.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -460876.375000 Penalty: 4098.996582
	Iteration 14Q: 3 clusters Score -460876.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -460891.875000 Penalty: 4098.996582
	Iteration 15Q: 3 clusters Score -460891.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -460905.250000 Penalty: 4098.996582
	Iteration 16Q: 3 clusters Score -460905.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -460914.406250 Penalty: 4098.996582
	Iteration 17Q: 3 clusters Score -460914.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -460921.250000 Penalty: 4098.996582
	Iteration 18Q: 3 clusters Score -460921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -460926.000000 Penalty: 4098.996582
	Iteration 19Q: 3 clusters Score -460926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -460928.125000 Penalty: 4098.996582
	Iteration 20F: 3 clusters Score -460928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -460929.031250 Penalty: 4098.996582
	Iteration 21Q: 3 clusters Score -460929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -460930.156250 Penalty: 4098.996582
	Iteration 22Q: 3 clusters Score -460930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -460931.187500 Penalty: 4098.996582
	Iteration 23Q: 3 clusters Score -460931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -460931.187500 Penalty: 4098.996582
	Iteration 24F: 3 clusters Score -460931.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (10663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Entering Unmasked Estep 
Score: -1294838.000000 Penalty: 2300.084717
	Iteration 0F: 2 clusters Score -1294838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1286775.750000 Penalty: 4600.169434
	Iteration 0F: 3 clusters Score -1286776 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1289199.375000 Penalty: 4600.169434
	Iteration 1F: 3 clusters Score -1289199 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1289585.125000 Penalty: 4600.169434
	Iteration 2F: 3 clusters Score -1289585 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1289917.125000 Penalty: 4600.169434
	Iteration 3F: 3 clusters Score -1289917 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1290246.250000 Penalty: 4600.169434
	Iteration 4F: 3 clusters Score -1290246 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1290596.125000 Penalty: 4600.169434
	Iteration 5F: 3 clusters Score -1290596 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1290932.500000 Penalty: 4600.169434
	Iteration 6Q: 3 clusters Score -1290932 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1291288.125000 Penalty: 4600.169434
	Iteration 7Q: 3 clusters Score -1291288 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1291612.750000 Penalty: 4600.169434
	Iteration 8Q: 3 clusters Score -1291613 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1291914.125000 Penalty: 4600.169434
	Iteration 9Q: 3 clusters Score -1291914 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1292130.000000 Penalty: 4600.169434
	Iteration 10Q: 3 clusters Score -1292130 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1292309.125000 Penalty: 4600.169434
	Iteration 11Q: 3 clusters Score -1292309 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1292450.000000 Penalty: 4600.169434
	Iteration 12Q: 3 clusters Score -1292450 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1292556.875000 Penalty: 4600.169434
	Iteration 13Q: 3 clusters Score -1292557 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1292651.750000 Penalty: 4600.169434
	Iteration 14Q: 3 clusters Score -1292652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1292718.250000 Penalty: 4600.169434
	Iteration 15Q: 3 clusters Score -1292718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1292766.375000 Penalty: 4600.169434
	Iteration 16Q: 3 clusters Score -1292766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1292802.500000 Penalty: 4600.169434
	Iteration 17Q: 3 clusters Score -1292802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1292837.875000 Penalty: 4600.169434
	Iteration 18Q: 3 clusters Score -1292838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1292858.625000 Penalty: 4600.169434
	Iteration 19Q: 3 clusters Score -1292859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1292876.750000 Penalty: 4600.169434
	Iteration 20F: 3 clusters Score -1292877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1292889.875000 Penalty: 4600.169434
	Iteration 21Q: 3 clusters Score -1292890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1292903.875000 Penalty: 4600.169434
	Iteration 22Q: 3 clusters Score -1292904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1292917.750000 Penalty: 4600.169434
	Iteration 23Q: 3 clusters Score -1292918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1292926.500000 Penalty: 4600.169434
	Iteration 24Q: 3 clusters Score -1292926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1292935.500000 Penalty: 4600.169434
	Iteration 25Q: 3 clusters Score -1292936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1292942.500000 Penalty: 4600.169434
	Iteration 26Q: 3 clusters Score -1292942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1292954.000000 Penalty: 4600.169434
	Iteration 27Q: 3 clusters Score -1292954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1292970.375000 Penalty: 4600.169434
	Iteration 28Q: 3 clusters Score -1292970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1292983.750000 Penalty: 4600.169434
	Iteration 29Q: 3 clusters Score -1292984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1292988.625000 Penalty: 4600.169434
	Iteration 30Q: 3 clusters Score -1292989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1293001.125000 Penalty: 4600.169434
	Iteration 31Q: 3 clusters Score -1293001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1293004.750000 Penalty: 4600.169434
	Iteration 32Q: 3 clusters Score -1293005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1293009.375000 Penalty: 4600.169434
	Iteration 33Q: 3 clusters Score -1293009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1293013.375000 Penalty: 4600.169434
	Iteration 34Q: 3 clusters Score -1293013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1293016.000000 Penalty: 4600.169434
	Iteration 35Q: 3 clusters Score -1293016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1293017.875000 Penalty: 4600.169434
	Iteration 36Q: 3 clusters Score -1293018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1293021.750000 Penalty: 4600.169434
	Iteration 37Q: 3 clusters Score -1293022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1293024.500000 Penalty: 4600.169434
	Iteration 38Q: 3 clusters Score -1293024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1293023.625000 Penalty: 4600.169434
	Iteration 39Q: 3 clusters Score -1293024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1293026.750000 Penalty: 4600.169434
	Iteration 40F: 3 clusters Score -1293027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1293030.250000 Penalty: 4600.169434
	Iteration 41Q: 3 clusters Score -1293030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1293032.000000 Penalty: 4600.169434
	Iteration 42Q: 3 clusters Score -1293032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1293033.500000 Penalty: 4600.169434
	Iteration 43Q: 3 clusters Score -1293034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1293033.625000 Penalty: 4600.169434
	Iteration 44Q: 3 clusters Score -1293034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1293039.500000 Penalty: 4600.169434
	Iteration 45Q: 3 clusters Score -1293040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1293040.750000 Penalty: 4600.169434
	Iteration 46Q: 3 clusters Score -1293041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1293042.375000 Penalty: 4600.169434
	Iteration 47Q: 3 clusters Score -1293042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1293044.375000 Penalty: 4600.169434
	Iteration 48Q: 3 clusters Score -1293044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1293044.125000 Penalty: 4600.169434
	Iteration 49Q: 3 clusters Score -1293044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1293045.125000 Penalty: 4600.169434
	Iteration 50Q: 3 clusters Score -1293045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1293045.125000 Penalty: 4600.169434
	Iteration 51F: 3 clusters Score -1293045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (6894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Entering Unmasked Estep 
Score: -818300.125000 Penalty: 2191.924805
	Iteration 0F: 2 clusters Score -818300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -812589.437500 Penalty: 4383.849609
	Iteration 0F: 3 clusters Score -812589.4 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -814045.625000 Penalty: 4383.849609
	Iteration 1F: 3 clusters Score -814045.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -814352.687500 Penalty: 4383.849609
	Iteration 2F: 3 clusters Score -814352.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -814624.312500 Penalty: 4383.849609
	Iteration 3F: 3 clusters Score -814624.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -814878.250000 Penalty: 4383.849609
	Iteration 4F: 3 clusters Score -814878.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -815167.062500 Penalty: 4383.849609
	Iteration 5F: 3 clusters Score -815167.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -815483.750000 Penalty: 4383.849609
	Iteration 6F: 3 clusters Score -815483.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -815827.625000 Penalty: 4383.849609
	Iteration 7F: 3 clusters Score -815827.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -816130.000000 Penalty: 4383.849609
	Iteration 8Q: 3 clusters Score -816130 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -816430.875000 Penalty: 4383.849609
	Iteration 9Q: 3 clusters Score -816430.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -816672.000000 Penalty: 4383.849609
	Iteration 10Q: 3 clusters Score -816672 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -816846.250000 Penalty: 4383.849609
	Iteration 11Q: 3 clusters Score -816846.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -816970.562500 Penalty: 4383.849609
	Iteration 12Q: 3 clusters Score -816970.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -817037.937500 Penalty: 4383.849609
	Iteration 13Q: 3 clusters Score -817037.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -817093.562500 Penalty: 4383.849609
	Iteration 14Q: 3 clusters Score -817093.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -817138.625000 Penalty: 4383.849609
	Iteration 15Q: 3 clusters Score -817138.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -817174.375000 Penalty: 4383.849609
	Iteration 16Q: 3 clusters Score -817174.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -817195.937500 Penalty: 4383.849609
	Iteration 17Q: 3 clusters Score -817195.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -817209.625000 Penalty: 4383.849609
	Iteration 18Q: 3 clusters Score -817209.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -817226.562500 Penalty: 4383.849609
	Iteration 19Q: 3 clusters Score -817226.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -817238.562500 Penalty: 4383.849609
	Iteration 20F: 3 clusters Score -817238.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -817244.625000 Penalty: 4383.849609
	Iteration 21Q: 3 clusters Score -817244.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -817247.750000 Penalty: 4383.849609
	Iteration 22Q: 3 clusters Score -817247.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -817249.062500 Penalty: 4383.849609
	Iteration 23Q: 3 clusters Score -817249.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -817251.937500 Penalty: 4383.849609
	Iteration 24Q: 3 clusters Score -817251.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -817254.875000 Penalty: 4383.849609
	Iteration 25Q: 3 clusters Score -817254.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -817255.562500 Penalty: 4383.849609
	Iteration 26Q: 3 clusters Score -817255.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -817257.000000 Penalty: 4383.849609
	Iteration 27Q: 3 clusters Score -817257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -817256.875000 Penalty: 4383.849609
	Iteration 28Q: 3 clusters Score -817256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -817255.625000 Penalty: 4383.849609
	Iteration 29Q: 3 clusters Score -817255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -817259.250000 Penalty: 4383.849609
	Iteration 30Q: 3 clusters Score -817259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -817258.812500 Penalty: 4383.849609
	Iteration 31Q: 3 clusters Score -817258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -817261.750000 Penalty: 4383.849609
	Iteration 32Q: 3 clusters Score -817261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -817261.750000 Penalty: 4383.849609
	Iteration 33F: 3 clusters Score -817261.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Entering Unmasked Estep 
Score: -621247.687500 Penalty: 2120.507568
	Iteration 0F: 2 clusters Score -621247.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -616624.687500 Penalty: 4241.015137
	Iteration 0F: 3 clusters Score -616624.7 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -617723.500000 Penalty: 4241.015137
	Iteration 1F: 3 clusters Score -617723.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -617948.750000 Penalty: 4241.015137
	Iteration 2F: 3 clusters Score -617948.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -618109.125000 Penalty: 4241.015137
	Iteration 3F: 3 clusters Score -618109.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -618231.562500 Penalty: 4241.015137
	Iteration 4Q: 3 clusters Score -618231.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -618353.687500 Penalty: 4241.015137
	Iteration 5Q: 3 clusters Score -618353.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -618454.250000 Penalty: 4241.015137
	Iteration 6Q: 3 clusters Score -618454.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -618559.625000 Penalty: 4241.015137
	Iteration 7Q: 3 clusters Score -618559.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -618655.125000 Penalty: 4241.015137
	Iteration 8Q: 3 clusters Score -618655.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -618740.562500 Penalty: 4241.015137
	Iteration 9Q: 3 clusters Score -618740.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -618817.000000 Penalty: 4241.015137
	Iteration 10Q: 3 clusters Score -618817 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -618873.687500 Penalty: 4241.015137
	Iteration 11Q: 3 clusters Score -618873.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -618925.562500 Penalty: 4241.015137
	Iteration 12Q: 3 clusters Score -618925.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -618978.437500 Penalty: 4241.015137
	Iteration 13Q: 3 clusters Score -618978.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -619041.125000 Penalty: 4241.015137
	Iteration 14Q: 3 clusters Score -619041.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -619109.812500 Penalty: 4241.015137
	Iteration 15Q: 3 clusters Score -619109.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -619168.500000 Penalty: 4241.015137
	Iteration 16Q: 3 clusters Score -619168.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -619232.562500 Penalty: 4241.015137
	Iteration 17Q: 3 clusters Score -619232.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -619286.375000 Penalty: 4241.015137
	Iteration 18Q: 3 clusters Score -619286.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -619331.187500 Penalty: 4241.015137
	Iteration 19Q: 3 clusters Score -619331.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -619385.562500 Penalty: 4241.015137
	Iteration 20F: 3 clusters Score -619385.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -619435.562500 Penalty: 4241.015137
	Iteration 21Q: 3 clusters Score -619435.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -619480.125000 Penalty: 4241.015137
	Iteration 22Q: 3 clusters Score -619480.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -619510.500000 Penalty: 4241.015137
	Iteration 23Q: 3 clusters Score -619510.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -619553.687500 Penalty: 4241.015137
	Iteration 24Q: 3 clusters Score -619553.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -619589.437500 Penalty: 4241.015137
	Iteration 25Q: 3 clusters Score -619589.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -619626.875000 Penalty: 4241.015137
	Iteration 26Q: 3 clusters Score -619626.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -619664.187500 Penalty: 4241.015137
	Iteration 27Q: 3 clusters Score -619664.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -619689.625000 Penalty: 4241.015137
	Iteration 28Q: 3 clusters Score -619689.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -619714.437500 Penalty: 4241.015137
	Iteration 29Q: 3 clusters Score -619714.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -619729.750000 Penalty: 4241.015137
	Iteration 30Q: 3 clusters Score -619729.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -619745.187500 Penalty: 4241.015137
	Iteration 31Q: 3 clusters Score -619745.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -619757.437500 Penalty: 4241.015137
	Iteration 32Q: 3 clusters Score -619757.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -619770.312500 Penalty: 4241.015137
	Iteration 33Q: 3 clusters Score -619770.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -619784.812500 Penalty: 4241.015137
	Iteration 34Q: 3 clusters Score -619784.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -619795.750000 Penalty: 4241.015137
	Iteration 35Q: 3 clusters Score -619795.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -619804.625000 Penalty: 4241.015137
	Iteration 36Q: 3 clusters Score -619804.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -619811.062500 Penalty: 4241.015137
	Iteration 37Q: 3 clusters Score -619811.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -619813.625000 Penalty: 4241.015137
	Iteration 38Q: 3 clusters Score -619813.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -619818.562500 Penalty: 4241.015137
	Iteration 39Q: 3 clusters Score -619818.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -619821.750000 Penalty: 4241.015137
	Iteration 40F: 3 clusters Score -619821.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -619824.625000 Penalty: 4241.015137
	Iteration 41Q: 3 clusters Score -619824.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -619824.937500 Penalty: 4241.015137
	Iteration 42Q: 3 clusters Score -619824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -619826.187500 Penalty: 4241.015137
	Iteration 43Q: 3 clusters Score -619826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -619826.437500 Penalty: 4241.015137
	Iteration 44Q: 3 clusters Score -619826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -619826.875000 Penalty: 4241.015137
	Iteration 45Q: 3 clusters Score -619826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -619828.437500 Penalty: 4241.015137
	Iteration 46Q: 3 clusters Score -619828.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -619827.250000 Penalty: 4241.015137
	Iteration 47Q: 3 clusters Score -619827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -619828.000000 Penalty: 4241.015137
	Iteration 48Q: 3 clusters Score -619828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -619828.937500 Penalty: 4241.015137
	Iteration 49Q: 3 clusters Score -619828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -619829.500000 Penalty: 4241.015137
	Iteration 50Q: 3 clusters Score -619829.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -619830.687500 Penalty: 4241.015137
	Iteration 51Q: 3 clusters Score -619830.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -619829.812500 Penalty: 4241.015137
	Iteration 52Q: 3 clusters Score -619829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -619832.125000 Penalty: 4241.015137
	Iteration 53Q: 3 clusters Score -619832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -619832.062500 Penalty: 4241.015137
	Iteration 54Q: 3 clusters Score -619832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -619832.500000 Penalty: 4241.015137
	Iteration 55Q: 3 clusters Score -619832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -619833.187500 Penalty: 4241.015137
	Iteration 56Q: 3 clusters Score -619833.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -619836.312500 Penalty: 4241.015137
	Iteration 57Q: 3 clusters Score -619836.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -619841.187500 Penalty: 4241.015137
	Iteration 58Q: 3 clusters Score -619841.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -619842.312500 Penalty: 4241.015137
	Iteration 59Q: 3 clusters Score -619842.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -619845.812500 Penalty: 4241.015137
	Iteration 60F: 3 clusters Score -619845.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -619847.500000 Penalty: 4241.015137
	Iteration 61Q: 3 clusters Score -619847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -619848.000000 Penalty: 4241.015137
	Iteration 62Q: 3 clusters Score -619848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -619849.312500 Penalty: 4241.015137
	Iteration 63Q: 3 clusters Score -619849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -619848.250000 Penalty: 4241.015137
	Iteration 64Q: 3 clusters Score -619848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -619850.062500 Penalty: 4241.015137
	Iteration 65Q: 3 clusters Score -619850.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -619850.062500 Penalty: 4241.015137
	Iteration 66F: 3 clusters Score -619850.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (21109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Entering Unmasked Estep 
Score: -2629357.500000 Penalty: 2469.448730
	Iteration 0F: 2 clusters Score -2629358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2614549.000000 Penalty: 4938.897461
	Iteration 0F: 3 clusters Score -2614549 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2619494.250000 Penalty: 4938.897461
	Iteration 1F: 3 clusters Score -2619494 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2619807.750000 Penalty: 4938.897461
	Iteration 2Q: 3 clusters Score -2619808 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2620030.500000 Penalty: 4938.897461
	Iteration 3Q: 3 clusters Score -2620030 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2620195.250000 Penalty: 4938.897461
	Iteration 4Q: 3 clusters Score -2620195 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2620327.500000 Penalty: 4938.897461
	Iteration 5Q: 3 clusters Score -2620328 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2620458.750000 Penalty: 4938.897461
	Iteration 6Q: 3 clusters Score -2620459 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2620540.750000 Penalty: 4938.897461
	Iteration 7Q: 3 clusters Score -2620541 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2620630.250000 Penalty: 4938.897461
	Iteration 8Q: 3 clusters Score -2620630 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2620703.250000 Penalty: 4938.897461
	Iteration 9Q: 3 clusters Score -2620703 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2620779.000000 Penalty: 4938.897461
	Iteration 10Q: 3 clusters Score -2620779 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2620852.250000 Penalty: 4938.897461
	Iteration 11Q: 3 clusters Score -2620852 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2620921.750000 Penalty: 4938.897461
	Iteration 12Q: 3 clusters Score -2620922 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2620998.000000 Penalty: 4938.897461
	Iteration 13Q: 3 clusters Score -2620998 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2621087.250000 Penalty: 4938.897461
	Iteration 14Q: 3 clusters Score -2621087 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2621201.000000 Penalty: 4938.897461
	Iteration 15Q: 3 clusters Score -2621201 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2621318.500000 Penalty: 4938.897461
	Iteration 16Q: 3 clusters Score -2621318 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2621490.500000 Penalty: 4938.897461
	Iteration 17Q: 3 clusters Score -2621490 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2621686.250000 Penalty: 4938.897461
	Iteration 18Q: 3 clusters Score -2621686 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2621962.500000 Penalty: 4938.897461
	Iteration 19Q: 3 clusters Score -2621962 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2622325.000000 Penalty: 4938.897461
	Iteration 20F: 3 clusters Score -2622325 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2622825.250000 Penalty: 4938.897461
	Iteration 21Q: 3 clusters Score -2622825 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2623426.000000 Penalty: 4938.897461
	Iteration 22Q: 3 clusters Score -2623426 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2624145.500000 Penalty: 4938.897461
	Iteration 23Q: 3 clusters Score -2624146 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2624843.500000 Penalty: 4938.897461
	Iteration 24Q: 3 clusters Score -2624844 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2625481.750000 Penalty: 4938.897461
	Iteration 25Q: 3 clusters Score -2625482 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2625962.500000 Penalty: 4938.897461
	Iteration 26Q: 3 clusters Score -2625962 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2626277.500000 Penalty: 4938.897461
	Iteration 27Q: 3 clusters Score -2626278 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2626486.750000 Penalty: 4938.897461
	Iteration 28Q: 3 clusters Score -2626487 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2626627.500000 Penalty: 4938.897461
	Iteration 29Q: 3 clusters Score -2626628 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2626733.500000 Penalty: 4938.897461
	Iteration 30Q: 3 clusters Score -2626734 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2626833.500000 Penalty: 4938.897461
	Iteration 31Q: 3 clusters Score -2626834 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2626901.000000 Penalty: 4938.897461
	Iteration 32Q: 3 clusters Score -2626901 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2626948.250000 Penalty: 4938.897461
	Iteration 33Q: 3 clusters Score -2626948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2626994.250000 Penalty: 4938.897461
	Iteration 34Q: 3 clusters Score -2626994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2627025.500000 Penalty: 4938.897461
	Iteration 35Q: 3 clusters Score -2627026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2627051.000000 Penalty: 4938.897461
	Iteration 36Q: 3 clusters Score -2627051 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2627076.000000 Penalty: 4938.897461
	Iteration 37Q: 3 clusters Score -2627076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2627099.500000 Penalty: 4938.897461
	Iteration 38Q: 3 clusters Score -2627100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2627122.000000 Penalty: 4938.897461
	Iteration 39Q: 3 clusters Score -2627122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2627135.000000 Penalty: 4938.897461
	Iteration 40F: 3 clusters Score -2627135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2627139.250000 Penalty: 4938.897461
	Iteration 41Q: 3 clusters Score -2627139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2627137.500000 Penalty: 4938.897461
	Iteration 42Q: 3 clusters Score -2627138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2627146.250000 Penalty: 4938.897461
	Iteration 43Q: 3 clusters Score -2627146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2627148.750000 Penalty: 4938.897461
	Iteration 44Q: 3 clusters Score -2627149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2627155.250000 Penalty: 4938.897461
	Iteration 45Q: 3 clusters Score -2627155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2627161.750000 Penalty: 4938.897461
	Iteration 46Q: 3 clusters Score -2627162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2627162.750000 Penalty: 4938.897461
	Iteration 47Q: 3 clusters Score -2627163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2627165.750000 Penalty: 4938.897461
	Iteration 48Q: 3 clusters Score -2627166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2627165.500000 Penalty: 4938.897461
	Iteration 49Q: 3 clusters Score -2627166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2627167.000000 Penalty: 4938.897461
	Iteration 50Q: 3 clusters Score -2627167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2627166.750000 Penalty: 4938.897461
	Iteration 51Q: 3 clusters Score -2627167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2627166.750000 Penalty: 4938.897461
	Iteration 52Q: 3 clusters Score -2627167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2627166.750000 Penalty: 4938.897461
	Iteration 53F: 3 clusters Score -2627167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (33475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Entering Unmasked Estep 
Score: -3998862.500000 Penalty: 2583.801514
	Iteration 0F: 2 clusters Score -3998862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3976061.500000 Penalty: 5167.603027
	Iteration 0F: 3 clusters Score -3976062 nChanged 15154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3984671.750000 Penalty: 5167.603027
	Iteration 1F: 3 clusters Score -3984672 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3985419.250000 Penalty: 5167.603027
	Iteration 2F: 3 clusters Score -3985419 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3986191.500000 Penalty: 5167.603027
	Iteration 3F: 3 clusters Score -3986192 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -3987117.750000 Penalty: 5167.603027
	Iteration 4F: 3 clusters Score -3987118 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3988169.500000 Penalty: 5167.603027
	Iteration 5F: 3 clusters Score -3988170 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3989277.000000 Penalty: 5167.603027
	Iteration 6F: 3 clusters Score -3989277 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3990490.500000 Penalty: 5167.603027
	Iteration 7F: 3 clusters Score -3990490 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -3991596.250000 Penalty: 5167.603027
	Iteration 8F: 3 clusters Score -3991596 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3992499.500000 Penalty: 5167.603027
	Iteration 9Q: 3 clusters Score -3992500 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3993148.250000 Penalty: 5167.603027
	Iteration 10Q: 3 clusters Score -3993148 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3993579.750000 Penalty: 5167.603027
	Iteration 11Q: 3 clusters Score -3993580 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -3993822.000000 Penalty: 5167.603027
	Iteration 12Q: 3 clusters Score -3993822 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3993986.000000 Penalty: 5167.603027
	Iteration 13Q: 3 clusters Score -3993986 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -3994085.750000 Penalty: 5167.603027
	Iteration 14Q: 3 clusters Score -3994086 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3994162.000000 Penalty: 5167.603027
	Iteration 15Q: 3 clusters Score -3994162 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3994245.000000 Penalty: 5167.603027
	Iteration 16Q: 3 clusters Score -3994245 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3994280.000000 Penalty: 5167.603027
	Iteration 17Q: 3 clusters Score -3994280 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3994335.750000 Penalty: 5167.603027
	Iteration 18Q: 3 clusters Score -3994336 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3994409.000000 Penalty: 5167.603027
	Iteration 19Q: 3 clusters Score -3994409 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3994449.000000 Penalty: 5167.603027
	Iteration 20F: 3 clusters Score -3994449 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -3994466.000000 Penalty: 5167.603027
	Iteration 21Q: 3 clusters Score -3994466 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3994488.000000 Penalty: 5167.603027
	Iteration 22Q: 3 clusters Score -3994488 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3994529.250000 Penalty: 5167.603027
	Iteration 23Q: 3 clusters Score -3994529 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3994561.000000 Penalty: 5167.603027
	Iteration 24Q: 3 clusters Score -3994561 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3994595.250000 Penalty: 5167.603027
	Iteration 25Q: 3 clusters Score -3994595 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3994634.500000 Penalty: 5167.603027
	Iteration 26Q: 3 clusters Score -3994634 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3994675.000000 Penalty: 5167.603027
	Iteration 27Q: 3 clusters Score -3994675 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3994734.250000 Penalty: 5167.603027
	Iteration 28Q: 3 clusters Score -3994734 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3994778.250000 Penalty: 5167.603027
	Iteration 29Q: 3 clusters Score -3994778 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3994802.750000 Penalty: 5167.603027
	Iteration 30Q: 3 clusters Score -3994803 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3994834.500000 Penalty: 5167.603027
	Iteration 31Q: 3 clusters Score -3994834 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -3994868.500000 Penalty: 5167.603027
	Iteration 32Q: 3 clusters Score -3994868 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3994895.250000 Penalty: 5167.603027
	Iteration 33Q: 3 clusters Score -3994895 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3994950.250000 Penalty: 5167.603027
	Iteration 34Q: 3 clusters Score -3994950 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -3994956.250000 Penalty: 5167.603027
	Iteration 35Q: 3 clusters Score -3994956 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3994962.750000 Penalty: 5167.603027
	Iteration 36Q: 3 clusters Score -3994963 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3994994.000000 Penalty: 5167.603027
	Iteration 37Q: 3 clusters Score -3994994 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3995016.250000 Penalty: 5167.603027
	Iteration 38Q: 3 clusters Score -3995016 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3995042.250000 Penalty: 5167.603027
	Iteration 39Q: 3 clusters Score -3995042 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3995040.750000 Penalty: 5167.603027
	Iteration 40F: 3 clusters Score -3995041 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3995054.750000 Penalty: 5167.603027
	Iteration 41Q: 3 clusters Score -3995055 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3995073.250000 Penalty: 5167.603027
	Iteration 42Q: 3 clusters Score -3995073 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3995090.000000 Penalty: 5167.603027
	Iteration 43Q: 3 clusters Score -3995090 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3995112.250000 Penalty: 5167.603027
	Iteration 44Q: 3 clusters Score -3995112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3995124.250000 Penalty: 5167.603027
	Iteration 45Q: 3 clusters Score -3995124 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3995135.000000 Penalty: 5167.603027
	Iteration 46Q: 3 clusters Score -3995135 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3995140.000000 Penalty: 5167.603027
	Iteration 47Q: 3 clusters Score -3995140 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -3995147.750000 Penalty: 5167.603027
	Iteration 48Q: 3 clusters Score -3995148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3995158.500000 Penalty: 5167.603027
	Iteration 49Q: 3 clusters Score -3995158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3995151.000000 Penalty: 5167.603027
	Iteration 50Q: 3 clusters Score -3995151 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3995157.500000 Penalty: 5167.603027
	Iteration 51Q: 3 clusters Score -3995158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3995167.500000 Penalty: 5167.603027
	Iteration 52Q: 3 clusters Score -3995168 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3995178.250000 Penalty: 5167.603027
	Iteration 53Q: 3 clusters Score -3995178 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3995180.500000 Penalty: 5167.603027
	Iteration 54Q: 3 clusters Score -3995180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3995189.250000 Penalty: 5167.603027
	Iteration 55Q: 3 clusters Score -3995189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3995202.250000 Penalty: 5167.603027
	Iteration 56Q: 3 clusters Score -3995202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3995203.250000 Penalty: 5167.603027
	Iteration 57Q: 3 clusters Score -3995203 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3995202.750000 Penalty: 5167.603027
	Iteration 58Q: 3 clusters Score -3995203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3995220.750000 Penalty: 5167.603027
	Iteration 59Q: 3 clusters Score -3995221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3995216.500000 Penalty: 5167.603027
	Iteration 60F: 3 clusters Score -3995216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3995202.000000 Penalty: 5167.603027
	Iteration 61Q: 3 clusters Score -3995202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3995200.250000 Penalty: 5167.603027
	Iteration 62Q: 3 clusters Score -3995200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3995213.250000 Penalty: 5167.603027
	Iteration 63Q: 3 clusters Score -3995213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3995216.250000 Penalty: 5167.603027
	Iteration 64Q: 3 clusters Score -3995216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3995216.500000 Penalty: 5167.603027
	Iteration 65Q: 3 clusters Score -3995216 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3995233.250000 Penalty: 5167.603027
	Iteration 66Q: 3 clusters Score -3995233 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3995239.250000 Penalty: 5167.603027
	Iteration 67Q: 3 clusters Score -3995239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3995241.250000 Penalty: 5167.603027
	Iteration 68Q: 3 clusters Score -3995241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3995242.500000 Penalty: 5167.603027
	Iteration 69Q: 3 clusters Score -3995242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3995241.750000 Penalty: 5167.603027
	Iteration 70Q: 3 clusters Score -3995242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3995243.500000 Penalty: 5167.603027
	Iteration 71Q: 3 clusters Score -3995244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3995242.250000 Penalty: 5167.603027
	Iteration 72Q: 3 clusters Score -3995242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3995245.000000 Penalty: 5167.603027
	Iteration 73Q: 3 clusters Score -3995245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3995241.500000 Penalty: 5167.603027
	Iteration 74Q: 3 clusters Score -3995242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3995245.750000 Penalty: 5167.603027
	Iteration 75Q: 3 clusters Score -3995246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3995244.000000 Penalty: 5167.603027
	Iteration 76Q: 3 clusters Score -3995244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3995245.500000 Penalty: 5167.603027
	Iteration 77Q: 3 clusters Score -3995246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3995240.250000 Penalty: 5167.603027
	Iteration 78Q: 3 clusters Score -3995240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3995247.500000 Penalty: 5167.603027
	Iteration 79Q: 3 clusters Score -3995248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3995253.000000 Penalty: 5167.603027
	Iteration 80F: 3 clusters Score -3995253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3995248.250000 Penalty: 5167.603027
	Iteration 81Q: 3 clusters Score -3995248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3995262.500000 Penalty: 5167.603027
	Iteration 82Q: 3 clusters Score -3995262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3995267.250000 Penalty: 5167.603027
	Iteration 83Q: 3 clusters Score -3995267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3995278.250000 Penalty: 5167.603027
	Iteration 84Q: 3 clusters Score -3995278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3995283.000000 Penalty: 5167.603027
	Iteration 85Q: 3 clusters Score -3995283 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3995292.500000 Penalty: 5167.603027
	Iteration 86Q: 3 clusters Score -3995292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3995286.250000 Penalty: 5167.603027
	Iteration 87Q: 3 clusters Score -3995286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3995307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3995307.250000 Penalty: 5167.603027
	Iteration 89Q: 3 clusters Score -3995307 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3995309.500000 Penalty: 5167.603027
	Iteration 90Q: 3 clusters Score -3995310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3995307.750000 Penalty: 5167.603027
	Iteration 91Q: 3 clusters Score -3995308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3995312.500000 Penalty: 5167.603027
	Iteration 92Q: 3 clusters Score -3995312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3995322.500000 Penalty: 5167.603027
	Iteration 93Q: 3 clusters Score -3995322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3995330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3995336.000000 Penalty: 5167.603027
	Iteration 95Q: 3 clusters Score -3995336 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3995351.000000 Penalty: 5167.603027
	Iteration 96Q: 3 clusters Score -3995351 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3995352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3995349.000000 Penalty: 5167.603027
	Iteration 98Q: 3 clusters Score -3995349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3995373.250000 Penalty: 5167.603027
	Iteration 99Q: 3 clusters Score -3995373 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3995383.750000 Penalty: 5167.603027
	Iteration 100F: 3 clusters Score -3995384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -3995388.250000 Penalty: 5167.603027
	Iteration 101Q: 3 clusters Score -3995388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3995383.750000 Penalty: 5167.603027
	Iteration 102Q: 3 clusters Score -3995384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3995399.000000 Penalty: 5167.603027
	Iteration 103Q: 3 clusters Score -3995399 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3995404.500000 Penalty: 5167.603027
	Iteration 104Q: 3 clusters Score -3995404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3995405 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3995404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3995413.500000 Penalty: 5167.603027
	Iteration 107Q: 3 clusters Score -3995414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3995412.500000 Penalty: 5167.603027
	Iteration 108Q: 3 clusters Score -3995412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3995433.000000 Penalty: 5167.603027
	Iteration 109Q: 3 clusters Score -3995433 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3995428.750000 Penalty: 5167.603027
	Iteration 110Q: 3 clusters Score -3995429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3995438.750000 Penalty: 5167.603027
	Iteration 111Q: 3 clusters Score -3995439 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3995440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3995445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3995451.250000 Penalty: 5167.603027
	Iteration 114Q: 3 clusters Score -3995451 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3995454 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3995458 nChanged 82
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Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3995477 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3995476 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3995485 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3995494 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3995490 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3995506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3995514.500000 Penalty: 5167.603027
	Iteration 123Q: 3 clusters Score -3995514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3995527.250000 Penalty: 5167.603027
	Iteration 124Q: 3 clusters Score -3995527 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3995531.500000 Penalty: 5167.603027
	Iteration 125Q: 3 clusters Score -3995532 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3995556 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3995575 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3995588 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3995611 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3995634 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3995644.750000 Penalty: 5167.603027
	Iteration 131Q: 3 clusters Score -3995645 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3995645 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3995655.000000 Penalty: 5167.603027
	Iteration 133Q: 3 clusters Score -3995655 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3995668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3995662.250000 Penalty: 5167.603027
	Iteration 135Q: 3 clusters Score -3995662 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3995666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3995671.250000 Penalty: 5167.603027
	Iteration 137Q: 3 clusters Score -3995671 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3995674 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3995688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3995703.000000 Penalty: 5167.603027
	Iteration 140F: 3 clusters Score -3995703 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -3995705.500000 Penalty: 5167.603027
	Iteration 141Q: 3 clusters Score -3995706 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -3995722.000000 Penalty: 5167.603027
	Iteration 142Q: 3 clusters Score -3995722 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3995726.000000 Penalty: 5167.603027
	Iteration 143Q: 3 clusters Score -3995726 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3995735.000000 Penalty: 5167.603027
	Iteration 144Q: 3 clusters Score -3995735 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3995746.750000 Penalty: 5167.603027
	Iteration 145Q: 3 clusters Score -3995747 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3995758.500000 Penalty: 5167.603027
	Iteration 146Q: 3 clusters Score -3995758 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3995767 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3995798.250000 Penalty: 5167.603027
	Iteration 148Q: 3 clusters Score -3995798 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3995815.000000 Penalty: 5167.603027
	Iteration 149Q: 3 clusters Score -3995815 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3995839.250000 Penalty: 5167.603027
	Iteration 150Q: 3 clusters Score -3995839 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3995856.000000 Penalty: 5167.603027
	Iteration 151Q: 3 clusters Score -3995856 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3995872.000000 Penalty: 5167.603027
	Iteration 152Q: 3 clusters Score -3995872 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -3995892.750000 Penalty: 5167.603027
	Iteration 153Q: 3 clusters Score -3995893 nChanged 102
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Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3995918.500000 Penalty: 5167.603027
	Iteration 154Q: 3 clusters Score -3995918 nChanged 104
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Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3995934.000000 Penalty: 5167.603027
	Iteration 155Q: 3 clusters Score -3995934 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -3995942.000000 Penalty: 5167.603027
	Iteration 156Q: 3 clusters Score -3995942 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3995947.250000 Penalty: 5167.603027
	Iteration 157Q: 3 clusters Score -3995947 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3995975.500000 Penalty: 5167.603027
	Iteration 158Q: 3 clusters Score -3995976 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3995991.750000 Penalty: 5167.603027
	Iteration 159Q: 3 clusters Score -3995992 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3996022.750000 Penalty: 5167.603027
	Iteration 160F: 3 clusters Score -3996023 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3996044.000000 Penalty: 5167.603027
	Iteration 161Q: 3 clusters Score -3996044 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3996055.500000 Penalty: 5167.603027
	Iteration 162Q: 3 clusters Score -3996056 nChanged 119
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Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3996063.250000 Penalty: 5167.603027
	Iteration 163Q: 3 clusters Score -3996063 nChanged 110
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Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3996089.250000 Penalty: 5167.603027
	Iteration 164Q: 3 clusters Score -3996089 nChanged 113
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Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3996101.750000 Penalty: 5167.603027
	Iteration 165Q: 3 clusters Score -3996102 nChanged 122
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Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3996119.500000 Penalty: 5167.603027
	Iteration 166Q: 3 clusters Score -3996120 nChanged 115
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Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3996124.250000 Penalty: 5167.603027
	Iteration 167Q: 3 clusters Score -3996124 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3996131.750000 Penalty: 5167.603027
	Iteration 168Q: 3 clusters Score -3996132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3996164.250000 Penalty: 5167.603027
	Iteration 169Q: 3 clusters Score -3996164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3996173.500000 Penalty: 5167.603027
	Iteration 170Q: 3 clusters Score -3996174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3996189.500000 Penalty: 5167.603027
	Iteration 171Q: 3 clusters Score -3996190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -3996207.000000 Penalty: 5167.603027
	Iteration 172Q: 3 clusters Score -3996207 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3996216.000000 Penalty: 5167.603027
	Iteration 173Q: 3 clusters Score -3996216 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3996215.750000 Penalty: 5167.603027
	Iteration 174Q: 3 clusters Score -3996216 nChanged 49
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Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3996216 nChanged 41
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Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3996229.750000 Penalty: 5167.603027
	Iteration 176Q: 3 clusters Score -3996230 nChanged 39
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Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3996230 nChanged 43
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Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3996236.500000 Penalty: 5167.603027
	Iteration 178Q: 3 clusters Score -3996236 nChanged 42
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Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -3996242.750000 Penalty: 5167.603027
	Iteration 179Q: 3 clusters Score -3996243 nChanged 50
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Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -3996265.750000 Penalty: 5167.603027
	Iteration 180F: 3 clusters Score -3996266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -3996264.500000 Penalty: 5167.603027
	Iteration 181Q: 3 clusters Score -3996264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -3996258.500000 Penalty: 5167.603027
	Iteration 182Q: 3 clusters Score -3996258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3996267.000000 Penalty: 5167.603027
	Iteration 183Q: 3 clusters Score -3996267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3996261.250000 Penalty: 5167.603027
	Iteration 184Q: 3 clusters Score -3996261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3996280.250000 Penalty: 5167.603027
	Iteration 185Q: 3 clusters Score -3996280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3996287.250000 Penalty: 5167.603027
	Iteration 186Q: 3 clusters Score -3996287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3996293.000000 Penalty: 5167.603027
	Iteration 187Q: 3 clusters Score -3996293 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -3996277.000000 Penalty: 5167.603027
	Iteration 188Q: 3 clusters Score -3996277 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3996273.000000 Penalty: 5167.603027
	Iteration 189Q: 3 clusters Score -3996273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -3996283.500000 Penalty: 5167.603027
	Iteration 190Q: 3 clusters Score -3996284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3996274.500000 Penalty: 5167.603027
	Iteration 191Q: 3 clusters Score -3996274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3996282.750000 Penalty: 5167.603027
	Iteration 192Q: 3 clusters Score -3996283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -3996286.000000 Penalty: 5167.603027
	Iteration 193Q: 3 clusters Score -3996286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3996289.750000 Penalty: 5167.603027
	Iteration 194Q: 3 clusters Score -3996290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -3996298.000000 Penalty: 5167.603027
	Iteration 195Q: 3 clusters Score -3996298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3996300.750000 Penalty: 5167.603027
	Iteration 196Q: 3 clusters Score -3996301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -3996295.750000 Penalty: 5167.603027
	Iteration 197Q: 3 clusters Score -3996296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3996312.000000 Penalty: 5167.603027
	Iteration 198Q: 3 clusters Score -3996312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3996306.000000 Penalty: 5167.603027
	Iteration 199Q: 3 clusters Score -3996306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3996309.750000 Penalty: 5167.603027
	Iteration 200F: 3 clusters Score -3996310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3996309.000000 Penalty: 5167.603027
	Iteration 201Q: 3 clusters Score -3996309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3996306.750000 Penalty: 5167.603027
	Iteration 202Q: 3 clusters Score -3996307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3996310.500000 Penalty: 5167.603027
	Iteration 203Q: 3 clusters Score -3996310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3996315.000000 Penalty: 5167.603027
	Iteration 204Q: 3 clusters Score -3996315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3996313.000000 Penalty: 5167.603027
	Iteration 205Q: 3 clusters Score -3996313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -3996317.500000 Penalty: 5167.603027
	Iteration 206Q: 3 clusters Score -3996318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -3996312.000000 Penalty: 5167.603027
	Iteration 207Q: 3 clusters Score -3996312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3996313.750000 Penalty: 5167.603027
	Iteration 208Q: 3 clusters Score -3996314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3996315.750000 Penalty: 5167.603027
	Iteration 209Q: 3 clusters Score -3996316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -3996310.750000 Penalty: 5167.603027
	Iteration 210Q: 3 clusters Score -3996311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3996311.000000 Penalty: 5167.603027
	Iteration 211Q: 3 clusters Score -3996311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3996312.250000 Penalty: 5167.603027
	Iteration 212Q: 3 clusters Score -3996312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3996307.750000 Penalty: 5167.603027
	Iteration 213Q: 3 clusters Score -3996308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3996316.000000 Penalty: 5167.603027
	Iteration 214Q: 3 clusters Score -3996316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3996314.250000 Penalty: 5167.603027
	Iteration 215Q: 3 clusters Score -3996314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3996320.500000 Penalty: 5167.603027
	Iteration 216Q: 3 clusters Score -3996320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3996321.250000 Penalty: 5167.603027
	Iteration 217Q: 3 clusters Score -3996321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3996321.750000 Penalty: 5167.603027
	Iteration 218Q: 3 clusters Score -3996322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3996324.750000 Penalty: 5167.603027
	Iteration 219Q: 3 clusters Score -3996325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -3996317.500000 Penalty: 5167.603027
	Iteration 220F: 3 clusters Score -3996318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3996321.000000 Penalty: 5167.603027
	Iteration 221Q: 3 clusters Score -3996321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -3996317.750000 Penalty: 5167.603027
	Iteration 222Q: 3 clusters Score -3996318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3996322.750000 Penalty: 5167.603027
	Iteration 223Q: 3 clusters Score -3996323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3996329.500000 Penalty: 5167.603027
	Iteration 224Q: 3 clusters Score -3996330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -3996323.750000 Penalty: 5167.603027
	Iteration 225Q: 3 clusters Score -3996324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3996328.500000 Penalty: 5167.603027
	Iteration 226Q: 3 clusters Score -3996328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -3996336.250000 Penalty: 5167.603027
	Iteration 227Q: 3 clusters Score -3996336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3996332.250000 Penalty: 5167.603027
	Iteration 228Q: 3 clusters Score -3996332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3996339.500000 Penalty: 5167.603027
	Iteration 229Q: 3 clusters Score -3996340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -3996338.250000 Penalty: 5167.603027
	Iteration 230Q: 3 clusters Score -3996338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3996334.750000 Penalty: 5167.603027
	Iteration 231Q: 3 clusters Score -3996335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3996334.750000 Penalty: 5167.603027
	Iteration 232Q: 3 clusters Score -3996335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3996335.250000 Penalty: 5167.603027
	Iteration 233Q: 3 clusters Score -3996335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3996330.250000 Penalty: 5167.603027
	Iteration 234Q: 3 clusters Score -3996330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3996334.250000 Penalty: 5167.603027
	Iteration 235Q: 3 clusters Score -3996334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -3996336.000000 Penalty: 5167.603027
	Iteration 236Q: 3 clusters Score -3996336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3996333.250000 Penalty: 5167.603027
	Iteration 237Q: 3 clusters Score -3996333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3996333.750000 Penalty: 5167.603027
	Iteration 238Q: 3 clusters Score -3996334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3996335.000000 Penalty: 5167.603027
	Iteration 239Q: 3 clusters Score -3996335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3996334.750000 Penalty: 5167.603027
	Iteration 240F: 3 clusters Score -3996335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -3996322.250000 Penalty: 5167.603027
	Iteration 241Q: 3 clusters Score -3996322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3996325.500000 Penalty: 5167.603027
	Iteration 242Q: 3 clusters Score -3996326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3996322.500000 Penalty: 5167.603027
	Iteration 243Q: 3 clusters Score -3996322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3996317.500000 Penalty: 5167.603027
	Iteration 244Q: 3 clusters Score -3996318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -3996320.250000 Penalty: 5167.603027
	Iteration 245Q: 3 clusters Score -3996320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3996322.000000 Penalty: 5167.603027
	Iteration 246Q: 3 clusters Score -3996322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3996328.000000 Penalty: 5167.603027
	Iteration 247Q: 3 clusters Score -3996328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3996326.250000 Penalty: 5167.603027
	Iteration 248Q: 3 clusters Score -3996326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3996331.500000 Penalty: 5167.603027
	Iteration 249Q: 3 clusters Score -3996332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -3996331.250000 Penalty: 5167.603027
	Iteration 250Q: 3 clusters Score -3996331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -3996331.000000 Penalty: 5167.603027
	Iteration 251Q: 3 clusters Score -3996331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -3996331.000000 Penalty: 5167.603027
	Iteration 252F: 3 clusters Score -3996331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -375993.437500 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -375993.4 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 1169 members 
Entering Unmasked Estep 
Score: -373126.625000 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -373126.6 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -373706.250000 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -373706.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -373994.031250 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -373994 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -374289.093750 Penalty: 3852.562988
	Iteration 3F: 3 clusters Score -374289.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -374534.562500 Penalty: 3852.562988
	Iteration 4F: 3 clusters Score -374534.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -374713.031250 Penalty: 3852.562988
	Iteration 5F: 3 clusters Score -374713 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -374845.156250 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -374845.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -374951.500000 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -374951.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -375025.312500 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -375025.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -375066.562500 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -375066.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -375088.500000 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -375088.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -375100.031250 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -375100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -375119.375000 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -375119.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -375136.125000 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -375136.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -375154.093750 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -375154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -375165.593750 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -375165.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -375174.593750 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -375174.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -375181.250000 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -375181.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -375186.968750 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -375187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -375193.187500 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -375193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -375201.218750 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -375201.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -375204.343750 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -375204.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -375208.218750 Penalty: 3852.562988
	Iteration 22Q: 3 clusters Score -375208.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -375213.718750 Penalty: 3852.562988
	Iteration 23Q: 3 clusters Score -375213.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -375219.093750 Penalty: 3852.562988
	Iteration 24Q: 3 clusters Score -375219.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -375225.375000 Penalty: 3852.562988
	Iteration 25Q: 3 clusters Score -375225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -375230.937500 Penalty: 3852.562988
	Iteration 26Q: 3 clusters Score -375230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -375239.656250 Penalty: 3852.562988
	Iteration 27Q: 3 clusters Score -375239.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -375247.093750 Penalty: 3852.562988
	Iteration 28Q: 3 clusters Score -375247.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -375250.062500 Penalty: 3852.562988
	Iteration 29Q: 3 clusters Score -375250.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -375253.281250 Penalty: 3852.562988
	Iteration 30Q: 3 clusters Score -375253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -375255.906250 Penalty: 3852.562988
	Iteration 31Q: 3 clusters Score -375255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -375257.437500 Penalty: 3852.562988
	Iteration 32Q: 3 clusters Score -375257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -375259.593750 Penalty: 3852.562988
	Iteration 33Q: 3 clusters Score -375259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -375261.500000 Penalty: 3852.562988
	Iteration 34Q: 3 clusters Score -375261.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -375262.687500 Penalty: 3852.562988
	Iteration 35Q: 3 clusters Score -375262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -375263.937500 Penalty: 3852.562988
	Iteration 36Q: 3 clusters Score -375263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -375265.062500 Penalty: 3852.562988
	Iteration 37Q: 3 clusters Score -375265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -375266.281250 Penalty: 3852.562988
	Iteration 38Q: 3 clusters Score -375266.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -375267.093750 Penalty: 3852.562988
	Iteration 39Q: 3 clusters Score -375267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -375267.218750 Penalty: 3852.562988
	Iteration 40F: 3 clusters Score -375267.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -222274.109375 Penalty: 1869.414673
	Iteration 0F: 2 clusters Score -222274.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -219712.171875 Penalty: 3738.829346
	Iteration 0F: 3 clusters Score -219712.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -220177.125000 Penalty: 3738.829346
	Iteration 1F: 3 clusters Score -220177.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -220350.984375 Penalty: 3738.829346
	Iteration 2F: 3 clusters Score -220351 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -220455.906250 Penalty: 3738.829346
	Iteration 3F: 3 clusters Score -220455.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -220535.000000 Penalty: 3738.829346
	Iteration 4Q: 3 clusters Score -220535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -220596.875000 Penalty: 3738.829346
	Iteration 5Q: 3 clusters Score -220596.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -220659.859375 Penalty: 3738.829346
	Iteration 6Q: 3 clusters Score -220659.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -220720.437500 Penalty: 3738.829346
	Iteration 7Q: 3 clusters Score -220720.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -220761.265625 Penalty: 3738.829346
	Iteration 8Q: 3 clusters Score -220761.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -220790.437500 Penalty: 3738.829346
	Iteration 9Q: 3 clusters Score -220790.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -220816.390625 Penalty: 3738.829346
	Iteration 10Q: 3 clusters Score -220816.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -220828.390625 Penalty: 3738.829346
	Iteration 11Q: 3 clusters Score -220828.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -220837.062500 Penalty: 3738.829346
	Iteration 12Q: 3 clusters Score -220837.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -220849.625000 Penalty: 3738.829346
	Iteration 13Q: 3 clusters Score -220849.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -220859.140625 Penalty: 3738.829346
	Iteration 14Q: 3 clusters Score -220859.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -220868.640625 Penalty: 3738.829346
	Iteration 15Q: 3 clusters Score -220868.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -220880.375000 Penalty: 3738.829346
	Iteration 16Q: 3 clusters Score -220880.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -220885.937500 Penalty: 3738.829346
	Iteration 17Q: 3 clusters Score -220885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -220890.328125 Penalty: 3738.829346
	Iteration 18Q: 3 clusters Score -220890.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -220893.968750 Penalty: 3738.829346
	Iteration 19Q: 3 clusters Score -220894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -220896.328125 Penalty: 3738.829346
	Iteration 20F: 3 clusters Score -220896.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -220898.656250 Penalty: 3738.829346
	Iteration 21Q: 3 clusters Score -220898.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -220900.828125 Penalty: 3738.829346
	Iteration 22Q: 3 clusters Score -220900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -220902.375000 Penalty: 3738.829346
	Iteration 23Q: 3 clusters Score -220902.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -220903.156250 Penalty: 3738.829346
	Iteration 24Q: 3 clusters Score -220903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -220904.531250 Penalty: 3738.829346
	Iteration 25Q: 3 clusters Score -220904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -220905.968750 Penalty: 3738.829346
	Iteration 26Q: 3 clusters Score -220906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -220908.609375 Penalty: 3738.829346
	Iteration 27Q: 3 clusters Score -220908.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -220909.218750 Penalty: 3738.829346
	Iteration 28Q: 3 clusters Score -220909.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -220910.312500 Penalty: 3738.829346
	Iteration 29Q: 3 clusters Score -220910.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -220912.593750 Penalty: 3738.829346
	Iteration 30Q: 3 clusters Score -220912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -220916.093750 Penalty: 3738.829346
	Iteration 31Q: 3 clusters Score -220916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -220921.296875 Penalty: 3738.829346
	Iteration 32Q: 3 clusters Score -220921.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -220926.343750 Penalty: 3738.829346
	Iteration 33Q: 3 clusters Score -220926.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -220929.046875 Penalty: 3738.829346
	Iteration 34Q: 3 clusters Score -220929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -220929.046875 Penalty: 3738.829346
	Iteration 35F: 3 clusters Score -220929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -105518.382812 Penalty: 1621.099487
	Iteration 0F: 2 clusters Score -105518.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -103834.156250 Penalty: 3242.198975
	Iteration 0F: 3 clusters Score -103834.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -104070.015625 Penalty: 3242.198975
	Iteration 1F: 3 clusters Score -104070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -104197.554688 Penalty: 3242.198975
	Iteration 2F: 3 clusters Score -104197.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -104263.234375 Penalty: 3242.198975
	Iteration 3Q: 3 clusters Score -104263.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -104318.632812 Penalty: 3242.198975
	Iteration 4Q: 3 clusters Score -104318.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -104337.992188 Penalty: 3242.198975
	Iteration 5Q: 3 clusters Score -104338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -104353.109375 Penalty: 3242.198975
	Iteration 6Q: 3 clusters Score -104353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -104361.328125 Penalty: 3242.198975
	Iteration 7Q: 3 clusters Score -104361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -104371.984375 Penalty: 3242.198975
	Iteration 8Q: 3 clusters Score -104372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -104387.835938 Penalty: 3242.198975
	Iteration 9Q: 3 clusters Score -104387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -104416.140625 Penalty: 3242.198975
	Iteration 10Q: 3 clusters Score -104416.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -104479.734375 Penalty: 3242.198975
	Iteration 11Q: 3 clusters Score -104479.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -104519.875000 Penalty: 3242.198975
	Iteration 12Q: 3 clusters Score -104519.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104577.578125 Penalty: 3242.198975
	Iteration 13Q: 3 clusters Score -104577.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -104627.539062 Penalty: 3242.198975
	Iteration 14Q: 3 clusters Score -104627.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -104672.390625 Penalty: 3242.198975
	Iteration 15Q: 3 clusters Score -104672.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -104742.617188 Penalty: 3242.198975
	Iteration 16Q: 3 clusters Score -104742.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -104814.507812 Penalty: 3242.198975
	Iteration 17Q: 3 clusters Score -104814.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -104885.492188 Penalty: 3242.198975
	Iteration 18Q: 3 clusters Score -104885.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -104927.750000 Penalty: 3242.198975
	Iteration 19Q: 3 clusters Score -104927.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -104960.687500 Penalty: 3242.198975
	Iteration 20F: 3 clusters Score -104960.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -105013.492188 Penalty: 3242.198975
	Iteration 21Q: 3 clusters Score -105013.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -105049.289062 Penalty: 3242.198975
	Iteration 22Q: 3 clusters Score -105049.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -105096.109375 Penalty: 3242.198975
	Iteration 23Q: 3 clusters Score -105096.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -105156.015625 Penalty: 3242.198975
	Iteration 24Q: 3 clusters Score -105156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -105319.359375 Penalty: 3242.198975
	Iteration 25Q: 3 clusters Score -105319.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -105382.140625 Penalty: 3242.198975
	Iteration 26Q: 3 clusters Score -105382.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -105481.273438 Penalty: 3242.198975
	Iteration 27Q: 3 clusters Score -105481.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -105733.765625 Penalty: 3242.198975
	Iteration 28Q: 3 clusters Score -105733.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -105888.406250 Penalty: 3242.198975
	Iteration 29Q: 3 clusters Score -105888.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -105960.859375 Penalty: 3242.198975
	Iteration 30Q: 3 clusters Score -105960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -105972.554688 Penalty: 3242.198975
	Iteration 31Q: 3 clusters Score -105972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -105972.554688 Penalty: 3242.198975
	Iteration 32F: 3 clusters Score -105972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 417 members 
Mstep: Class 84 contains 273 members 
Entering Unmasked Estep 
Score: -154541840.000000 Penalty: 293480.187500
Splitting cluster 83 changes total score from -154543520.000000 to -154541840.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 479Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 480F: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 481Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 482Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 483Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 484Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 485Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 486Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 487Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 488Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 489Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 490Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 491Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 492Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 493Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 494Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 495Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 496Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 497Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 498Q: 84 clusters Score -1.545435e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6530 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543440.000000 Penalty: 289986.375000
Iteration 499Q: 84 clusters Score -1.545434e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 44537 members 
Mstep: Class 4 contains 22590 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 32531 members 
Mstep: Class 8 contains 136497 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 11063 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 16181 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 230 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 14892 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 94078 members 
Mstep: Class 23 contains 16822 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 92396 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 10509 members 
Mstep: Class 29 contains 23549 members 
Mstep: Class 30 contains 39198 members 
Mstep: Class 31 contains 5116 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 418 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 5838 members 
Mstep: Class 36 contains 2690 members 
Mstep: Class 37 contains 2225 members 
Mstep: Class 38 contains 17887 members 
Mstep: Class 39 contains 5667 members 
Mstep: Class 40 contains 69440 members 
Mstep: Class 41 contains 5923 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 19393 members 
Mstep: Class 44 contains 3137 members 
Mstep: Class 45 contains 4285 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 3712 members 
Mstep: Class 48 contains 16742 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 1599 members 
Mstep: Class 52 contains 1506 members 
Mstep: Class 53 contains 2206 members 
Mstep: Class 54 contains 91322 members 
Mstep: Class 55 contains 3669 members 
Mstep: Class 56 contains 7967 members 
Mstep: Class 57 contains 228827 members 
Mstep: Class 58 contains 2061 members 
Mstep: Class 59 contains 8400 members 
Mstep: Class 60 contains 6208 members 
Mstep: Class 61 contains 10112 members 
Mstep: Class 62 contains 2348 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 2836 members 
Mstep: Class 66 contains 7704 members 
Mstep: Class 67 contains 6890 members 
Mstep: Class 68 contains 6413 members 
Mstep: Class 69 contains 3646 members 
Mstep: Class 70 contains 396 members 
Mstep: Class 71 contains 6473 members 
Mstep: Class 72 contains 1399 members 
Mstep: Class 73 contains 3702 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 3882 members 
Mstep: Class 76 contains 10663 members 
Mstep: Class 77 contains 6894 members 
Mstep: Class 78 contains 5169 members 
Mstep: Class 79 contains 21109 members 
Mstep: Class 80 contains 33475 members 
Mstep: Class 81 contains 2362 members 
Mstep: Class 82 contains 1878 members 
Mstep: Class 83 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154543520.000000 Penalty: 289986.375000
Iteration 500F: 84 clusters Score -1.545435e+08 nChanged 1
Maximum iterations exceeded
21->84 Clusters: Score -154543520.000000, best is -154541168.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 1313165 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 62585 members 
Mstep: Class 3 contains 62680 members 
Mstep: Class 4 contains 63442 members 
Mstep: Class 5 contains 62212 members 
Mstep: Class 6 contains 62686 members 
Mstep: Class 7 contains 62137 members 
Mstep: Class 8 contains 62313 members 
Mstep: Class 9 contains 62972 members 
Mstep: Class 10 contains 62399 members 
Mstep: Class 11 contains 62335 members 
Mstep: Class 12 contains 62523 members 
Mstep: Class 13 contains 62516 members 
Mstep: Class 14 contains 62934 members 
Mstep: Class 15 contains 62604 members 
Mstep: Class 16 contains 62307 members 
Mstep: Class 17 contains 62429 members 
Mstep: Class 18 contains 62235 members 
Mstep: Class 19 contains 62576 members 
Mstep: Class 20 contains 62569 members 
Mstep: Class 21 contains 62457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1235.636108 but Gain 3493.812500
Score: -142825296.000000 Penalty: 69876.234375
Iteration 0F: 21 clusters Score -1.428253e+08 nChanged 1248282
Entering Unmasked Mstep 
Mstep: Class 0 contains 3386 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 80531 members 
Mstep: Class 3 contains 54538 members 
Mstep: Class 4 contains 96418 members 
Mstep: Class 5 contains 29008 members 
Mstep: Class 6 contains 88519 members 
Mstep: Class 7 contains 24659 members 
Mstep: Class 9 contains 83423 members 
Mstep: Class 10 contains 26170 members 
Mstep: Class 11 contains 61090 members 
Mstep: Class 12 contains 163489 members 
Mstep: Class 13 contains 54158 members 
Mstep: Class 14 contains 63291 members 
Mstep: Class 15 contains 105174 members 
Mstep: Class 16 contains 44032 members 
Mstep: Class 17 contains 81660 members 
Mstep: Class 18 contains 88436 members 
Mstep: Class 19 contains 52027 members 
Mstep: Class 20 contains 80467 members 
Mstep: Class 21 contains 19532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148262240.000000 Penalty: 69876.234375
Iteration 1F: 21 clusters Score -1.482622e+08 nChanged 663476
Entering Unmasked Mstep 
Mstep: Class 0 contains 1555 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 182454 members 
Mstep: Class 3 contains 95112 members 
Mstep: Class 4 contains 69749 members 
Mstep: Class 5 contains 26845 members 
Mstep: Class 6 contains 51999 members 
Mstep: Class 7 contains 18971 members 
Mstep: Class 9 contains 65140 members 
Mstep: Class 10 contains 15710 members 
Mstep: Class 11 contains 41617 members 
Mstep: Class 12 contains 225162 members 
Mstep: Class 13 contains 53126 members 
Mstep: Class 14 contains 49286 members 
Mstep: Class 15 contains 160894 members 
Mstep: Class 16 contains 27896 members 
Mstep: Class 17 contains 57935 members 
Mstep: Class 18 contains 52152 members 
Mstep: Class 19 contains 41162 members 
Mstep: Class 20 contains 54159 members 
Mstep: Class 21 contains 10895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150978032.000000 Penalty: 69876.234375
Iteration 2F: 21 clusters Score -1.50978e+08 nChanged 435197
Entering Unmasked Mstep 
Mstep: Class 0 contains 869 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 217515 members 
Mstep: Class 3 contains 110918 members 
Mstep: Class 4 contains 36712 members 
Mstep: Class 5 contains 20693 members 
Mstep: Class 6 contains 42284 members 
Mstep: Class 7 contains 18887 members 
Mstep: Class 9 contains 56951 members 
Mstep: Class 10 contains 18717 members 
Mstep: Class 11 contains 29233 members 
Mstep: Class 12 contains 232148 members 
Mstep: Class 13 contains 46015 members 
Mstep: Class 14 contains 45966 members 
Mstep: Class 15 contains 208382 members 
Mstep: Class 16 contains 27067 members 
Mstep: Class 17 contains 74674 members 
Mstep: Class 18 contains 30952 members 
Mstep: Class 19 contains 36044 members 
Mstep: Class 20 contains 40660 members 
Mstep: Class 21 contains 8358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152260768.000000 Penalty: 69876.234375
Iteration 3F: 21 clusters Score -1.522608e+08 nChanged 299947
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 218839 members 
Mstep: Class 3 contains 124253 members 
Mstep: Class 4 contains 25169 members 
Mstep: Class 5 contains 17184 members 
Mstep: Class 6 contains 32137 members 
Mstep: Class 7 contains 18686 members 
Mstep: Class 9 contains 50627 members 
Mstep: Class 10 contains 20714 members 
Mstep: Class 11 contains 26455 members 
Mstep: Class 12 contains 192185 members 
Mstep: Class 13 contains 47095 members 
Mstep: Class 14 contains 46427 members 
Mstep: Class 15 contains 235688 members 
Mstep: Class 16 contains 30650 members 
Mstep: Class 17 contains 93320 members 
Mstep: Class 18 contains 21323 members 
Mstep: Class 19 contains 32441 members 
Mstep: Class 20 contains 52733 members 
Mstep: Class 21 contains 12967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152760544.000000 Penalty: 69876.234375
Iteration 4F: 21 clusters Score -1.527605e+08 nChanged 221108
Entering Unmasked Mstep 
Mstep: Class 0 contains 757 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 206517 members 
Mstep: Class 3 contains 145366 members 
Mstep: Class 4 contains 21604 members 
Mstep: Class 5 contains 16594 members 
Mstep: Class 6 contains 28841 members 
Mstep: Class 7 contains 18653 members 
Mstep: Class 9 contains 42309 members 
Mstep: Class 10 contains 21784 members 
Mstep: Class 11 contains 26287 members 
Mstep: Class 12 contains 162571 members 
Mstep: Class 13 contains 59753 members 
Mstep: Class 14 contains 45637 members 
Mstep: Class 15 contains 244395 members 
Mstep: Class 16 contains 33344 members 
Mstep: Class 17 contains 94046 members 
Mstep: Class 18 contains 17503 members 
Mstep: Class 19 contains 30445 members 
Mstep: Class 20 contains 63022 members 
Mstep: Class 21 contains 17721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153061392.000000 Penalty: 69876.234375
Iteration 5F: 21 clusters Score -1.530614e+08 nChanged 172589
Entering Unmasked Mstep 
Mstep: Class 0 contains 726 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 197451 members 
Mstep: Class 3 contains 165914 members 
Mstep: Class 4 contains 19303 members 
Mstep: Class 5 contains 17791 members 
Mstep: Class 6 contains 29102 members 
Mstep: Class 7 contains 18653 members 
Mstep: Class 9 contains 35070 members 
Mstep: Class 10 contains 24157 members 
Mstep: Class 11 contains 26824 members 
Mstep: Class 12 contains 148131 members 
Mstep: Class 13 contains 73513 members 
Mstep: Class 14 contains 43978 members 
Mstep: Class 15 contains 238180 members 
Mstep: Class 16 contains 35907 members 
Mstep: Class 17 contains 87531 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 28225 members 
Mstep: Class 20 contains 67011 members 
Mstep: Class 21 contains 21384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153298272.000000 Penalty: 69876.234375
Iteration 6F: 21 clusters Score -1.532983e+08 nChanged 138338
Entering Unmasked Mstep 
Mstep: Class 0 contains 656 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 197711 members 
Mstep: Class 3 contains 177500 members 
Mstep: Class 4 contains 17373 members 
Mstep: Class 5 contains 20196 members 
Mstep: Class 6 contains 29744 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 9 contains 29878 members 
Mstep: Class 10 contains 27543 members 
Mstep: Class 11 contains 27101 members 
Mstep: Class 12 contains 144388 members 
Mstep: Class 13 contains 82139 members 
Mstep: Class 14 contains 42709 members 
Mstep: Class 15 contains 225958 members 
Mstep: Class 16 contains 39063 members 
Mstep: Class 17 contains 81687 members 
Mstep: Class 18 contains 15393 members 
Mstep: Class 19 contains 25299 members 
Mstep: Class 20 contains 66383 members 
Mstep: Class 21 contains 24071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153484848.000000 Penalty: 69876.234375
Iteration 7F: 21 clusters Score -1.534848e+08 nChanged 111376
Entering Unmasked Mstep 
Mstep: Class 0 contains 587 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 199540 members 
Mstep: Class 3 contains 182596 members 
Mstep: Class 4 contains 16094 members 
Mstep: Class 5 contains 23581 members 
Mstep: Class 6 contains 30293 members 
Mstep: Class 7 contains 18647 members 
Mstep: Class 9 contains 26348 members 
Mstep: Class 10 contains 29152 members 
Mstep: Class 11 contains 26979 members 
Mstep: Class 12 contains 146825 members 
Mstep: Class 13 contains 85483 members 
Mstep: Class 14 contains 41501 members 
Mstep: Class 15 contains 215604 members 
Mstep: Class 16 contains 41230 members 
Mstep: Class 17 contains 79831 members 
Mstep: Class 18 contains 14554 members 
Mstep: Class 19 contains 23024 members 
Mstep: Class 20 contains 64229 members 
Mstep: Class 21 contains 25964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153617648.000000 Penalty: 69876.234375
Iteration 8F: 21 clusters Score -1.536176e+08 nChanged 88333
Entering Unmasked Mstep 
Mstep: Class 0 contains 524 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 199185 members 
Mstep: Class 3 contains 187284 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 27431 members 
Mstep: Class 6 contains 31107 members 
Mstep: Class 7 contains 18642 members 
Mstep: Class 9 contains 23895 members 
Mstep: Class 10 contains 29844 members 
Mstep: Class 11 contains 26687 members 
Mstep: Class 12 contains 150143 members 
Mstep: Class 13 contains 84982 members 
Mstep: Class 14 contains 40266 members 
Mstep: Class 15 contains 208408 members 
Mstep: Class 16 contains 42032 members 
Mstep: Class 17 contains 80308 members 
Mstep: Class 18 contains 14137 members 
Mstep: Class 19 contains 21359 members 
Mstep: Class 20 contains 61558 members 
Mstep: Class 21 contains 27516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153691936.000000 Penalty: 69876.234375
Iteration 9F: 21 clusters Score -1.536919e+08 nChanged 69158
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 197367 members 
Mstep: Class 3 contains 191229 members 
Mstep: Class 4 contains 15225 members 
Mstep: Class 5 contains 31758 members 
Mstep: Class 6 contains 32218 members 
Mstep: Class 7 contains 18640 members 
Mstep: Class 9 contains 22273 members 
Mstep: Class 10 contains 30247 members 
Mstep: Class 11 contains 26417 members 
Mstep: Class 12 contains 151451 members 
Mstep: Class 13 contains 82670 members 
Mstep: Class 14 contains 39175 members 
Mstep: Class 15 contains 204734 members 
Mstep: Class 16 contains 42635 members 
Mstep: Class 17 contains 81164 members 
Mstep: Class 18 contains 13992 members 
Mstep: Class 19 contains 19988 members 
Mstep: Class 20 contains 59077 members 
Mstep: Class 21 contains 28892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153743408.000000 Penalty: 69876.234375
Iteration 10F: 21 clusters Score -1.537434e+08 nChanged 55571
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 195242 members 
Mstep: Class 3 contains 193808 members 
Mstep: Class 4 contains 15055 members 
Mstep: Class 5 contains 36223 members 
Mstep: Class 6 contains 33605 members 
Mstep: Class 7 contains 18640 members 
Mstep: Class 9 contains 21605 members 
Mstep: Class 10 contains 30537 members 
Mstep: Class 11 contains 26326 members 
Mstep: Class 12 contains 151082 members 
Mstep: Class 13 contains 79566 members 
Mstep: Class 14 contains 38361 members 
Mstep: Class 15 contains 203149 members 
Mstep: Class 16 contains 43146 members 
Mstep: Class 17 contains 82074 members 
Mstep: Class 18 contains 13787 members 
Mstep: Class 19 contains 18872 members 
Mstep: Class 20 contains 56960 members 
Mstep: Class 21 contains 30005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153781376.000000 Penalty: 69876.234375
Iteration 11Q: 21 clusters Score -1.537814e+08 nChanged 45468
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 193791 members 
Mstep: Class 3 contains 195055 members 
Mstep: Class 4 contains 14934 members 
Mstep: Class 5 contains 40340 members 
Mstep: Class 6 contains 35156 members 
Mstep: Class 7 contains 18640 members 
Mstep: Class 9 contains 22180 members 
Mstep: Class 10 contains 30785 members 
Mstep: Class 11 contains 26314 members 
Mstep: Class 12 contains 149691 members 
Mstep: Class 13 contains 76082 members 
Mstep: Class 14 contains 37971 members 
Mstep: Class 15 contains 202364 members 
Mstep: Class 16 contains 43576 members 
Mstep: Class 17 contains 83014 members 
Mstep: Class 18 contains 13347 members 
Mstep: Class 19 contains 17846 members 
Mstep: Class 20 contains 55012 members 
Mstep: Class 21 contains 30958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153812320.000000 Penalty: 69876.234375
Iteration 12Q: 21 clusters Score -1.538123e+08 nChanged 38899
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 193421 members 
Mstep: Class 3 contains 195206 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 44141 members 
Mstep: Class 6 contains 36790 members 
Mstep: Class 7 contains 18639 members 
Mstep: Class 9 contains 23422 members 
Mstep: Class 10 contains 30972 members 
Mstep: Class 11 contains 26284 members 
Mstep: Class 12 contains 147768 members 
Mstep: Class 13 contains 72660 members 
Mstep: Class 14 contains 37921 members 
Mstep: Class 15 contains 201478 members 
Mstep: Class 16 contains 43968 members 
Mstep: Class 17 contains 84035 members 
Mstep: Class 18 contains 12806 members 
Mstep: Class 19 contains 16838 members 
Mstep: Class 20 contains 53141 members 
Mstep: Class 21 contains 31790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153837200.000000 Penalty: 69876.234375
Iteration 13Q: 21 clusters Score -1.538372e+08 nChanged 34423
Entering Unmasked Mstep 
Mstep: Class 0 contains 461 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 193838 members 
Mstep: Class 3 contains 194637 members 
Mstep: Class 4 contains 14739 members 
Mstep: Class 5 contains 47714 members 
Mstep: Class 6 contains 38553 members 
Mstep: Class 7 contains 18638 members 
Mstep: Class 9 contains 24677 members 
Mstep: Class 10 contains 31026 members 
Mstep: Class 11 contains 26224 members 
Mstep: Class 12 contains 145592 members 
Mstep: Class 13 contains 69498 members 
Mstep: Class 14 contains 38321 members 
Mstep: Class 15 contains 200516 members 
Mstep: Class 16 contains 44303 members 
Mstep: Class 17 contains 84951 members 
Mstep: Class 18 contains 12292 members 
Mstep: Class 19 contains 15800 members 
Mstep: Class 20 contains 51508 members 
Mstep: Class 21 contains 32501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153858000.000000 Penalty: 69876.234375
Iteration 14Q: 21 clusters Score -1.53858e+08 nChanged 30875
Entering Unmasked Mstep 
Mstep: Class 0 contains 461 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 195151 members 
Mstep: Class 3 contains 193560 members 
Mstep: Class 4 contains 14633 members 
Mstep: Class 5 contains 51049 members 
Mstep: Class 6 contains 40390 members 
Mstep: Class 7 contains 18639 members 
Mstep: Class 9 contains 25384 members 
Mstep: Class 10 contains 30965 members 
Mstep: Class 11 contains 26024 members 
Mstep: Class 12 contains 143331 members 
Mstep: Class 13 contains 66747 members 
Mstep: Class 14 contains 39102 members 
Mstep: Class 15 contains 199364 members 
Mstep: Class 16 contains 44558 members 
Mstep: Class 17 contains 85657 members 
Mstep: Class 18 contains 11840 members 
Mstep: Class 19 contains 14988 members 
Mstep: Class 20 contains 50132 members 
Mstep: Class 21 contains 33128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153875792.000000 Penalty: 69876.234375
Iteration 15Q: 21 clusters Score -1.538758e+08 nChanged 28236
Entering Unmasked Mstep 
Mstep: Class 0 contains 460 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 197148 members 
Mstep: Class 3 contains 192063 members 
Mstep: Class 4 contains 14541 members 
Mstep: Class 5 contains 54148 members 
Mstep: Class 6 contains 42298 members 
Mstep: Class 7 contains 18639 members 
Mstep: Class 9 contains 25491 members 
Mstep: Class 10 contains 30767 members 
Mstep: Class 11 contains 25736 members 
Mstep: Class 12 contains 141405 members 
Mstep: Class 13 contains 64466 members 
Mstep: Class 14 contains 40098 members 
Mstep: Class 15 contains 197720 members 
Mstep: Class 16 contains 44766 members 
Mstep: Class 17 contains 86199 members 
Mstep: Class 18 contains 11445 members 
Mstep: Class 19 contains 14456 members 
Mstep: Class 20 contains 48941 members 
Mstep: Class 21 contains 33662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153891952.000000 Penalty: 69876.234375
Iteration 16Q: 21 clusters Score -1.53892e+08 nChanged 25905
Entering Unmasked Mstep 
Mstep: Class 0 contains 460 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 199679 members 
Mstep: Class 3 contains 190233 members 
Mstep: Class 4 contains 14406 members 
Mstep: Class 5 contains 56962 members 
Mstep: Class 6 contains 44245 members 
Mstep: Class 7 contains 18639 members 
Mstep: Class 9 contains 25191 members 
Mstep: Class 10 contains 30657 members 
Mstep: Class 11 contains 25396 members 
Mstep: Class 12 contains 139713 members 
Mstep: Class 13 contains 62531 members 
Mstep: Class 14 contains 41062 members 
Mstep: Class 15 contains 195829 members 
Mstep: Class 16 contains 44963 members 
Mstep: Class 17 contains 86649 members 
Mstep: Class 18 contains 11154 members 
Mstep: Class 19 contains 14011 members 
Mstep: Class 20 contains 47952 members 
Mstep: Class 21 contains 34135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153906416.000000 Penalty: 69876.234375
Iteration 17Q: 21 clusters Score -1.539064e+08 nChanged 23749
Entering Unmasked Mstep 
Mstep: Class 0 contains 460 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 202547 members 
Mstep: Class 3 contains 188227 members 
Mstep: Class 4 contains 14240 members 
Mstep: Class 5 contains 59580 members 
Mstep: Class 6 contains 46149 members 
Mstep: Class 7 contains 18639 members 
Mstep: Class 9 contains 24610 members 
Mstep: Class 10 contains 30646 members 
Mstep: Class 11 contains 25060 members 
Mstep: Class 12 contains 138339 members 
Mstep: Class 13 contains 60848 members 
Mstep: Class 14 contains 41917 members 
Mstep: Class 15 contains 193760 members 
Mstep: Class 16 contains 45142 members 
Mstep: Class 17 contains 86938 members 
Mstep: Class 18 contains 10931 members 
Mstep: Class 19 contains 13684 members 
Mstep: Class 20 contains 46994 members 
Mstep: Class 21 contains 34597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153917440.000000 Penalty: 69876.234375
Iteration 18Q: 21 clusters Score -1.539174e+08 nChanged 21997
Entering Unmasked Mstep 
Mstep: Class 0 contains 461 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 205670 members 
Mstep: Class 3 contains 186207 members 
Mstep: Class 4 contains 14142 members 
Mstep: Class 5 contains 62037 members 
Mstep: Class 6 contains 48101 members 
Mstep: Class 7 contains 18639 members 
Mstep: Class 9 contains 23892 members 
Mstep: Class 10 contains 30602 members 
Mstep: Class 11 contains 24660 members 
Mstep: Class 12 contains 137194 members 
Mstep: Class 13 contains 59229 members 
Mstep: Class 14 contains 42669 members 
Mstep: Class 15 contains 191388 members 
Mstep: Class 16 contains 45335 members 
Mstep: Class 17 contains 87146 members 
Mstep: Class 18 contains 10740 members 
Mstep: Class 19 contains 13453 members 
Mstep: Class 20 contains 46186 members 
Mstep: Class 21 contains 35029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153926640.000000 Penalty: 69876.234375
Iteration 19Q: 21 clusters Score -1.539266e+08 nChanged 20295
Entering Unmasked Mstep 
Mstep: Class 0 contains 460 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 208922 members 
Mstep: Class 3 contains 184277 members 
Mstep: Class 4 contains 14083 members 
Mstep: Class 5 contains 64580 members 
Mstep: Class 6 contains 50043 members 
Mstep: Class 7 contains 18639 members 
Mstep: Class 9 contains 23121 members 
Mstep: Class 10 contains 30575 members 
Mstep: Class 11 contains 24163 members 
Mstep: Class 12 contains 136278 members 
Mstep: Class 13 contains 57615 members 
Mstep: Class 14 contains 43290 members 
Mstep: Class 15 contains 188752 members 
Mstep: Class 16 contains 45499 members 
Mstep: Class 17 contains 87285 members 
Mstep: Class 18 contains 10583 members 
Mstep: Class 19 contains 13300 members 
Mstep: Class 20 contains 45326 members 
Mstep: Class 21 contains 35455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153939568.000000 Penalty: 69876.234375
Iteration 20F: 21 clusters Score -1.539396e+08 nChanged 20138
Entering Unmasked Mstep 
Mstep: Class 0 contains 427 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 212163 members 
Mstep: Class 3 contains 182399 members 
Mstep: Class 4 contains 13970 members 
Mstep: Class 5 contains 67433 members 
Mstep: Class 6 contains 51900 members 
Mstep: Class 7 contains 18638 members 
Mstep: Class 9 contains 22805 members 
Mstep: Class 10 contains 30365 members 
Mstep: Class 11 contains 23683 members 
Mstep: Class 12 contains 135522 members 
Mstep: Class 13 contains 55851 members 
Mstep: Class 14 contains 44073 members 
Mstep: Class 15 contains 186005 members 
Mstep: Class 16 contains 45634 members 
Mstep: Class 17 contains 87373 members 
Mstep: Class 18 contains 10380 members 
Mstep: Class 19 contains 12897 members 
Mstep: Class 20 contains 44405 members 
Mstep: Class 21 contains 35836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153952032.000000 Penalty: 69876.234375
Iteration 21Q: 21 clusters Score -1.53952e+08 nChanged 19273
Entering Unmasked Mstep 
Mstep: Class 0 contains 413 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 215336 members 
Mstep: Class 3 contains 180630 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 70173 members 
Mstep: Class 6 contains 53700 members 
Mstep: Class 7 contains 18634 members 
Mstep: Class 9 contains 22381 members 
Mstep: Class 10 contains 30304 members 
Mstep: Class 11 contains 23186 members 
Mstep: Class 12 contains 134950 members 
Mstep: Class 13 contains 54371 members 
Mstep: Class 14 contains 44684 members 
Mstep: Class 15 contains 183181 members 
Mstep: Class 16 contains 45787 members 
Mstep: Class 17 contains 87417 members 
Mstep: Class 18 contains 10019 members 
Mstep: Class 19 contains 12559 members 
Mstep: Class 20 contains 43513 members 
Mstep: Class 21 contains 36146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153961984.000000 Penalty: 69876.234375
Iteration 22Q: 21 clusters Score -1.53962e+08 nChanged 17252
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 218459 members 
Mstep: Class 3 contains 179115 members 
Mstep: Class 4 contains 13683 members 
Mstep: Class 5 contains 72215 members 
Mstep: Class 6 contains 55482 members 
Mstep: Class 7 contains 18631 members 
Mstep: Class 9 contains 22019 members 
Mstep: Class 10 contains 30279 members 
Mstep: Class 11 contains 22654 members 
Mstep: Class 12 contains 134492 members 
Mstep: Class 13 contains 53456 members 
Mstep: Class 14 contains 45187 members 
Mstep: Class 15 contains 180160 members 
Mstep: Class 16 contains 45908 members 
Mstep: Class 17 contains 87469 members 
Mstep: Class 18 contains 9665 members 
Mstep: Class 19 contains 12230 members 
Mstep: Class 20 contains 42686 members 
Mstep: Class 21 contains 36433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153969264.000000 Penalty: 69876.234375
Iteration 23Q: 21 clusters Score -1.539693e+08 nChanged 14897
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 221481 members 
Mstep: Class 3 contains 177845 members 
Mstep: Class 4 contains 13608 members 
Mstep: Class 5 contains 73737 members 
Mstep: Class 6 contains 57277 members 
Mstep: Class 7 contains 18630 members 
Mstep: Class 9 contains 21552 members 
Mstep: Class 10 contains 30269 members 
Mstep: Class 11 contains 22065 members 
Mstep: Class 12 contains 134172 members 
Mstep: Class 13 contains 52983 members 
Mstep: Class 14 contains 45616 members 
Mstep: Class 15 contains 176953 members 
Mstep: Class 16 contains 45938 members 
Mstep: Class 17 contains 87509 members 
Mstep: Class 18 contains 9389 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 41885 members 
Mstep: Class 21 contains 36694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153974400.000000 Penalty: 69876.234375
Iteration 24Q: 21 clusters Score -1.539744e+08 nChanged 12935
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 224320 members 
Mstep: Class 3 contains 176865 members 
Mstep: Class 4 contains 13567 members 
Mstep: Class 5 contains 74946 members 
Mstep: Class 6 contains 58895 members 
Mstep: Class 7 contains 18630 members 
Mstep: Class 9 contains 20945 members 
Mstep: Class 10 contains 30262 members 
Mstep: Class 11 contains 21500 members 
Mstep: Class 12 contains 134009 members 
Mstep: Class 13 contains 52752 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 173724 members 
Mstep: Class 16 contains 45947 members 
Mstep: Class 17 contains 87539 members 
Mstep: Class 18 contains 9189 members 
Mstep: Class 19 contains 11770 members 
Mstep: Class 20 contains 41141 members 
Mstep: Class 21 contains 36911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153977040.000000 Penalty: 69876.234375
Iteration 25Q: 21 clusters Score -1.53977e+08 nChanged 11424
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 226915 members 
Mstep: Class 3 contains 176198 members 
Mstep: Class 4 contains 13534 members 
Mstep: Class 5 contains 75974 members 
Mstep: Class 6 contains 60393 members 
Mstep: Class 7 contains 18628 members 
Mstep: Class 9 contains 20239 members 
Mstep: Class 10 contains 30266 members 
Mstep: Class 11 contains 20936 members 
Mstep: Class 12 contains 133937 members 
Mstep: Class 13 contains 52606 members 
Mstep: Class 14 contains 46275 members 
Mstep: Class 15 contains 170479 members 
Mstep: Class 16 contains 45945 members 
Mstep: Class 17 contains 87580 members 
Mstep: Class 18 contains 9035 members 
Mstep: Class 19 contains 11706 members 
Mstep: Class 20 contains 40363 members 
Mstep: Class 21 contains 37103 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 26Q: 21 clusters Score -1.539798e+08 nChanged 10273
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 229308 members 
Mstep: Class 3 contains 175734 members 
Mstep: Class 4 contains 13528 members 
Mstep: Class 5 contains 76873 members 
Mstep: Class 6 contains 61871 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 9 contains 19565 members 
Mstep: Class 10 contains 30268 members 
Mstep: Class 11 contains 20317 members 
Mstep: Class 12 contains 133875 members 
Mstep: Class 13 contains 52488 members 
Mstep: Class 14 contains 46562 members 
Mstep: Class 15 contains 167322 members 
Mstep: Class 16 contains 45923 members 
Mstep: Class 17 contains 87619 members 
Mstep: Class 18 contains 8895 members 
Mstep: Class 19 contains 11687 members 
Mstep: Class 20 contains 39545 members 
Mstep: Class 21 contains 37252 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 27Q: 21 clusters Score -1.539821e+08 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 231499 members 
Mstep: Class 3 contains 175475 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 77560 members 
Mstep: Class 6 contains 63205 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 9 contains 18939 members 
Mstep: Class 10 contains 30265 members 
Mstep: Class 11 contains 19808 members 
Mstep: Class 12 contains 133891 members 
Mstep: Class 13 contains 52416 members 
Mstep: Class 14 contains 46786 members 
Mstep: Class 15 contains 164315 members 
Mstep: Class 16 contains 45926 members 
Mstep: Class 17 contains 87649 members 
Mstep: Class 18 contains 8807 members 
Mstep: Class 19 contains 11707 members 
Mstep: Class 20 contains 38590 members 
Mstep: Class 21 contains 37390 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.539842e+08 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 233439 members 
Mstep: Class 3 contains 175299 members 
Mstep: Class 4 contains 13510 members 
Mstep: Class 5 contains 78194 members 
Mstep: Class 6 contains 64415 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 9 contains 18379 members 
Mstep: Class 10 contains 30256 members 
Mstep: Class 11 contains 19345 members 
Mstep: Class 12 contains 133981 members 
Mstep: Class 13 contains 52368 members 
Mstep: Class 14 contains 46918 members 
Mstep: Class 15 contains 161572 members 
Mstep: Class 16 contains 45925 members 
Mstep: Class 17 contains 87687 members 
Mstep: Class 18 contains 8741 members 
Mstep: Class 19 contains 11730 members 
Mstep: Class 20 contains 37580 members 
Mstep: Class 21 contains 37476 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -1.539857e+08 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 235128 members 
Mstep: Class 3 contains 175232 members 
Mstep: Class 4 contains 13507 members 
Mstep: Class 5 contains 78717 members 
Mstep: Class 6 contains 65449 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 9 contains 17884 members 
Mstep: Class 10 contains 30229 members 
Mstep: Class 11 contains 18902 members 
Mstep: Class 12 contains 134120 members 
Mstep: Class 13 contains 52331 members 
Mstep: Class 14 contains 47019 members 
Mstep: Class 15 contains 159109 members 
Mstep: Class 16 contains 45963 members 
Mstep: Class 17 contains 87719 members 
Mstep: Class 18 contains 8704 members 
Mstep: Class 19 contains 11783 members 
Mstep: Class 20 contains 36656 members 
Mstep: Class 21 contains 37522 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -1.539868e+08 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 236549 members 
Mstep: Class 3 contains 175224 members 
Mstep: Class 4 contains 13506 members 
Mstep: Class 5 contains 79131 members 
Mstep: Class 6 contains 66416 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 9 contains 17461 members 
Mstep: Class 10 contains 30202 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 134248 members 
Mstep: Class 13 contains 52305 members 
Mstep: Class 14 contains 47122 members 
Mstep: Class 15 contains 156893 members 
Mstep: Class 16 contains 46002 members 
Mstep: Class 17 contains 87753 members 
Mstep: Class 18 contains 8680 members 
Mstep: Class 19 contains 11865 members 
Mstep: Class 20 contains 35921 members 
Mstep: Class 21 contains 37555 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 31Q: 21 clusters Score -1.53988e+08 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 237730 members 
Mstep: Class 3 contains 175266 members 
Mstep: Class 4 contains 13506 members 
Mstep: Class 5 contains 79437 members 
Mstep: Class 6 contains 67181 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 9 contains 17110 members 
Mstep: Class 10 contains 30172 members 
Mstep: Class 11 contains 18067 members 
Mstep: Class 12 contains 134370 members 
Mstep: Class 13 contains 52275 members 
Mstep: Class 14 contains 47195 members 
Mstep: Class 15 contains 154972 members 
Mstep: Class 16 contains 46077 members 
Mstep: Class 17 contains 87796 members 
Mstep: Class 18 contains 8647 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 35416 members 
Mstep: Class 21 contains 37596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153988672.000000 Penalty: 69876.234375
Iteration 32Q: 21 clusters Score -1.539887e+08 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 238642 members 
Mstep: Class 3 contains 175342 members 
Mstep: Class 4 contains 13509 members 
Mstep: Class 5 contains 79738 members 
Mstep: Class 6 contains 67930 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 9 contains 16818 members 
Mstep: Class 10 contains 30140 members 
Mstep: Class 11 contains 17700 members 
Mstep: Class 12 contains 134452 members 
Mstep: Class 13 contains 52246 members 
Mstep: Class 14 contains 47252 members 
Mstep: Class 15 contains 153381 members 
Mstep: Class 16 contains 46143 members 
Mstep: Class 17 contains 87826 members 
Mstep: Class 18 contains 8614 members 
Mstep: Class 19 contains 12022 members 
Mstep: Class 20 contains 34919 members 
Mstep: Class 21 contains 37629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153988432.000000 Penalty: 69876.234375
Iteration 33Q: 21 clusters Score -1.539884e+08 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 239413 members 
Mstep: Class 3 contains 175476 members 
Mstep: Class 4 contains 13512 members 
Mstep: Class 5 contains 79911 members 
Mstep: Class 6 contains 68518 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 9 contains 16595 members 
Mstep: Class 10 contains 30106 members 
Mstep: Class 11 contains 17392 members 
Mstep: Class 12 contains 134508 members 
Mstep: Class 13 contains 52231 members 
Mstep: Class 14 contains 47323 members 
Mstep: Class 15 contains 152050 members 
Mstep: Class 16 contains 46227 members 
Mstep: Class 17 contains 87862 members 
Mstep: Class 18 contains 8584 members 
Mstep: Class 19 contains 12099 members 
Mstep: Class 20 contains 34508 members 
Mstep: Class 21 contains 37637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153988752.000000 Penalty: 69876.234375
Iteration 34Q: 21 clusters Score -1.539888e+08 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 240042 members 
Mstep: Class 3 contains 175611 members 
Mstep: Class 4 contains 13511 members 
Mstep: Class 5 contains 80018 members 
Mstep: Class 6 contains 69050 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 9 contains 16406 members 
Mstep: Class 10 contains 30077 members 
Mstep: Class 11 contains 17111 members 
Mstep: Class 12 contains 134588 members 
Mstep: Class 13 contains 52226 members 
Mstep: Class 14 contains 47397 members 
Mstep: Class 15 contains 150955 members 
Mstep: Class 16 contains 46289 members 
Mstep: Class 17 contains 87884 members 
Mstep: Class 18 contains 8555 members 
Mstep: Class 19 contains 12173 members 
Mstep: Class 20 contains 34114 members 
Mstep: Class 21 contains 37651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153988752.000000 Penalty: 69876.234375
Iteration 35Q: 21 clusters Score -1.539888e+08 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 240567 members 
Mstep: Class 3 contains 175723 members 
Mstep: Class 4 contains 13510 members 
Mstep: Class 5 contains 80082 members 
Mstep: Class 6 contains 69557 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 9 contains 16257 members 
Mstep: Class 10 contains 30042 members 
Mstep: Class 11 contains 16811 members 
Mstep: Class 12 contains 134711 members 
Mstep: Class 13 contains 52222 members 
Mstep: Class 14 contains 47468 members 
Mstep: Class 15 contains 150002 members 
Mstep: Class 16 contains 46344 members 
Mstep: Class 17 contains 87895 members 
Mstep: Class 18 contains 8532 members 
Mstep: Class 19 contains 12239 members 
Mstep: Class 20 contains 33782 members 
Mstep: Class 21 contains 37668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153988192.000000 Penalty: 69876.234375
Iteration 36Q: 21 clusters Score -1.539882e+08 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 240996 members 
Mstep: Class 3 contains 175817 members 
Mstep: Class 4 contains 13510 members 
Mstep: Class 5 contains 80137 members 
Mstep: Class 6 contains 69967 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 9 contains 16144 members 
Mstep: Class 10 contains 30007 members 
Mstep: Class 11 contains 16539 members 
Mstep: Class 12 contains 134819 members 
Mstep: Class 13 contains 52216 members 
Mstep: Class 14 contains 47548 members 
Mstep: Class 15 contains 149219 members 
Mstep: Class 16 contains 46368 members 
Mstep: Class 17 contains 87911 members 
Mstep: Class 18 contains 8513 members 
Mstep: Class 19 contains 12307 members 
Mstep: Class 20 contains 33504 members 
Mstep: Class 21 contains 37684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153987808.000000 Penalty: 69876.234375
Iteration 37Q: 21 clusters Score -1.539878e+08 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 241384 members 
Mstep: Class 3 contains 175917 members 
Mstep: Class 4 contains 13508 members 
Mstep: Class 5 contains 80151 members 
Mstep: Class 6 contains 70330 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 9 contains 16060 members 
Mstep: Class 10 contains 29979 members 
Mstep: Class 11 contains 16290 members 
Mstep: Class 12 contains 134909 members 
Mstep: Class 13 contains 52218 members 
Mstep: Class 14 contains 47587 members 
Mstep: Class 15 contains 148556 members 
Mstep: Class 16 contains 46390 members 
Mstep: Class 17 contains 87925 members 
Mstep: Class 18 contains 8507 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 33242 members 
Mstep: Class 21 contains 37713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153987968.000000 Penalty: 69876.234375
Iteration 38Q: 21 clusters Score -1.53988e+08 nChanged 2147
Entering ConstructFrom: 
Score: -153987968.000000 Penalty: 69876.234375
Entering ConstructFrom: 
Trying to split cluster 1 (41221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Entering Unmasked Estep 
Score: -4902716.000000 Penalty: 2635.422363
	Iteration 0F: 2 clusters Score -4902716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -4874787.500000 Penalty: 5270.844727
	Iteration 0F: 3 clusters Score -4874788 nChanged 18835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -4885847.000000 Penalty: 5270.844727
	Iteration 1F: 3 clusters Score -4885847 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -4887664.500000 Penalty: 5270.844727
	Iteration 2F: 3 clusters Score -4887664 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4890195.500000 Penalty: 5270.844727
	Iteration 3F: 3 clusters Score -4890196 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -4893297.500000 Penalty: 5270.844727
	Iteration 4F: 3 clusters Score -4893298 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -4896556.500000 Penalty: 5270.844727
	Iteration 5F: 3 clusters Score -4896556 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -4899224.000000 Penalty: 5270.844727
	Iteration 6F: 3 clusters Score -4899224 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -4900974.000000 Penalty: 5270.844727
	Iteration 7F: 3 clusters Score -4900974 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -4902151.500000 Penalty: 5270.844727
	Iteration 8Q: 3 clusters Score -4902152 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -4902964.000000 Penalty: 5270.844727
	Iteration 9Q: 3 clusters Score -4902964 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -4903487.000000 Penalty: 5270.844727
	Iteration 10Q: 3 clusters Score -4903487 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -4903885.000000 Penalty: 5270.844727
	Iteration 11Q: 3 clusters Score -4903885 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -4904233.000000 Penalty: 5270.844727
	Iteration 12Q: 3 clusters Score -4904233 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -4904515.500000 Penalty: 5270.844727
	Iteration 13Q: 3 clusters Score -4904516 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -4904701.500000 Penalty: 5270.844727
	Iteration 14Q: 3 clusters Score -4904702 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -4904831.500000 Penalty: 5270.844727
	Iteration 15Q: 3 clusters Score -4904832 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4904970.500000 Penalty: 5270.844727
	Iteration 16Q: 3 clusters Score -4904970 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -4905098.000000 Penalty: 5270.844727
	Iteration 17Q: 3 clusters Score -4905098 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -4905216.500000 Penalty: 5270.844727
	Iteration 18Q: 3 clusters Score -4905216 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -4905278.500000 Penalty: 5270.844727
	Iteration 19Q: 3 clusters Score -4905278 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -4905329.000000 Penalty: 5270.844727
	Iteration 20F: 3 clusters Score -4905329 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4905340.500000 Penalty: 5270.844727
	Iteration 21Q: 3 clusters Score -4905340 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4905352.500000 Penalty: 5270.844727
	Iteration 22Q: 3 clusters Score -4905352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -4905363.500000 Penalty: 5270.844727
	Iteration 23Q: 3 clusters Score -4905364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4905371.500000 Penalty: 5270.844727
	Iteration 24Q: 3 clusters Score -4905372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4905380.000000 Penalty: 5270.844727
	Iteration 25Q: 3 clusters Score -4905380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4905380.000000 Penalty: 5270.844727
	Iteration 26Q: 3 clusters Score -4905380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -4905384.500000 Penalty: 5270.844727
	Iteration 27Q: 3 clusters Score -4905384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -4905377.500000 Penalty: 5270.844727
	Iteration 28Q: 3 clusters Score -4905378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4905383.000000 Penalty: 5270.844727
	Iteration 29Q: 3 clusters Score -4905383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4905389.500000 Penalty: 5270.844727
	Iteration 30Q: 3 clusters Score -4905390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4905389.500000 Penalty: 5270.844727
	Iteration 31Q: 3 clusters Score -4905390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -4905386.500000 Penalty: 5270.844727
	Iteration 32Q: 3 clusters Score -4905386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4905382.500000 Penalty: 5270.844727
	Iteration 33Q: 3 clusters Score -4905382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4905387.500000 Penalty: 5270.844727
	Iteration 34Q: 3 clusters Score -4905388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4905387.500000 Penalty: 5270.844727
	Iteration 35F: 3 clusters Score -4905388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 241675 members 
Mstep: Class 3 contains 176042 members 
Mstep: Class 4 contains 13509 members 
Mstep: Class 5 contains 80168 members 
Mstep: Class 6 contains 70648 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 15984 members 
Mstep: Class 10 contains 29953 members 
Mstep: Class 11 contains 16001 members 
Mstep: Class 12 contains 135009 members 
Mstep: Class 13 contains 52210 members 
Mstep: Class 14 contains 47607 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 46435 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Entering Unmasked Estep 
Score: -153989888.000000 Penalty: 73370.046875
Splitting cluster 1 changes total score from -153987968.000000 to -153989888.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (241675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241675 members 
Entering Unmasked Estep 
Score: -29522918.000000 Penalty: 3074.046631
	Iteration 0F: 2 clusters Score -2.952292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120905 members 
Mstep: Class 2 contains 120770 members 
Entering Unmasked Estep 
Score: -29374960.000000 Penalty: 6148.093262
	Iteration 0F: 3 clusters Score -2.937496e+07 nChanged 116989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121642 members 
Mstep: Class 2 contains 120033 members 
Entering Unmasked Estep 
Score: -29443578.000000 Penalty: 6148.093262
	Iteration 1F: 3 clusters Score -2.944358e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122012 members 
Mstep: Class 2 contains 119663 members 
Entering Unmasked Estep 
Score: -29445586.000000 Penalty: 6148.093262
	Iteration 2Q: 3 clusters Score -2.944559e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122812 members 
Mstep: Class 2 contains 118863 members 
Entering Unmasked Estep 
Score: -29447704.000000 Penalty: 6148.093262
	Iteration 3Q: 3 clusters Score -2.94477e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124080 members 
Mstep: Class 2 contains 117595 members 
Entering Unmasked Estep 
Score: -29451416.000000 Penalty: 6148.093262
	Iteration 4Q: 3 clusters Score -2.945142e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126439 members 
Mstep: Class 2 contains 115236 members 
Entering Unmasked Estep 
Score: -29455478.000000 Penalty: 6148.093262
	Iteration 5Q: 3 clusters Score -2.945548e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130447 members 
Mstep: Class 2 contains 111228 members 
Entering Unmasked Estep 
Score: -29461526.000000 Penalty: 6148.093262
	Iteration 6F: 3 clusters Score -2.946153e+07 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136406 members 
Mstep: Class 2 contains 105269 members 
Entering Unmasked Estep 
Score: -29469354.000000 Penalty: 6148.093262
	Iteration 7F: 3 clusters Score -2.946935e+07 nChanged 15073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144263 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -29478882.000000 Penalty: 6148.093262
	Iteration 8F: 3 clusters Score -2.947888e+07 nChanged 14752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152639 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
Score: -29487906.000000 Penalty: 6148.093262
	Iteration 9F: 3 clusters Score -2.948791e+07 nChanged 13174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160679 members 
Mstep: Class 2 contains 80996 members 
Entering Unmasked Estep 
Score: -29495260.000000 Penalty: 6148.093262
	Iteration 10F: 3 clusters Score -2.949526e+07 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168094 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -29499964.000000 Penalty: 6148.093262
	Iteration 11Q: 3 clusters Score -2.949996e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175238 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -29503306.000000 Penalty: 6148.093262
	Iteration 12Q: 3 clusters Score -2.950331e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182263 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -29506352.000000 Penalty: 6148.093262
	Iteration 13Q: 3 clusters Score -2.950635e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189474 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -29508942.000000 Penalty: 6148.093262
	Iteration 14Q: 3 clusters Score -2.950894e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196673 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -29511414.000000 Penalty: 6148.093262
	Iteration 15Q: 3 clusters Score -2.951141e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203637 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -29513526.000000 Penalty: 6148.093262
	Iteration 16Q: 3 clusters Score -2.951353e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210288 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -29515514.000000 Penalty: 6148.093262
	Iteration 17Q: 3 clusters Score -2.951551e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216176 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -29517032.000000 Penalty: 6148.093262
	Iteration 18Q: 3 clusters Score -2.951703e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221204 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -29518278.000000 Penalty: 6148.093262
	Iteration 19Q: 3 clusters Score -2.951828e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225311 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -29519170.000000 Penalty: 6148.093262
	Iteration 20F: 3 clusters Score -2.951917e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228689 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -29520010.000000 Penalty: 6148.093262
	Iteration 21Q: 3 clusters Score -2.952001e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231377 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -29520664.000000 Penalty: 6148.093262
	Iteration 22Q: 3 clusters Score -2.952066e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233492 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -29521130.000000 Penalty: 6148.093262
	Iteration 23Q: 3 clusters Score -2.952113e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235112 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -29521668.000000 Penalty: 6148.093262
	Iteration 24Q: 3 clusters Score -2.952167e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236364 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -29521964.000000 Penalty: 6148.093262
	Iteration 25Q: 3 clusters Score -2.952196e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237322 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -29522258.000000 Penalty: 6148.093262
	Iteration 26Q: 3 clusters Score -2.952226e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238063 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -29522426.000000 Penalty: 6148.093262
	Iteration 27Q: 3 clusters Score -2.952243e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238619 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -29522566.000000 Penalty: 6148.093262
	Iteration 28Q: 3 clusters Score -2.952257e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239041 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -29522652.000000 Penalty: 6148.093262
	Iteration 29Q: 3 clusters Score -2.952265e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239372 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -29522658.000000 Penalty: 6148.093262
	Iteration 30Q: 3 clusters Score -2.952266e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239620 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -29522868.000000 Penalty: 6148.093262
	Iteration 31Q: 3 clusters Score -2.952287e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239808 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -29522950.000000 Penalty: 6148.093262
	Iteration 32Q: 3 clusters Score -2.952295e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239940 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -29523024.000000 Penalty: 6148.093262
	Iteration 33Q: 3 clusters Score -2.952302e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240045 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -29523074.000000 Penalty: 6148.093262
	Iteration 34Q: 3 clusters Score -2.952307e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240121 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -29523058.000000 Penalty: 6148.093262
	Iteration 35Q: 3 clusters Score -2.952306e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240192 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -29523070.000000 Penalty: 6148.093262
	Iteration 36Q: 3 clusters Score -2.952307e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240259 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -29523074.000000 Penalty: 6148.093262
	Iteration 37Q: 3 clusters Score -2.952307e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240317 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -29523084.000000 Penalty: 6148.093262
	Iteration 38Q: 3 clusters Score -2.952308e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240357 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -29523116.000000 Penalty: 6148.093262
	Iteration 39Q: 3 clusters Score -2.952312e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240388 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -29523144.000000 Penalty: 6148.093262
	Iteration 40F: 3 clusters Score -2.952314e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240404 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -29523194.000000 Penalty: 6148.093262
	Iteration 41Q: 3 clusters Score -2.952319e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240438 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -29523230.000000 Penalty: 6148.093262
	Iteration 42Q: 3 clusters Score -2.952323e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240480 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -29523270.000000 Penalty: 6148.093262
	Iteration 43Q: 3 clusters Score -2.952327e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240519 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -29523260.000000 Penalty: 6148.093262
	Iteration 44Q: 3 clusters Score -2.952326e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240558 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -29523312.000000 Penalty: 6148.093262
	Iteration 45Q: 3 clusters Score -2.952331e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240599 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -29523342.000000 Penalty: 6148.093262
	Iteration 46Q: 3 clusters Score -2.952334e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240635 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -29523404.000000 Penalty: 6148.093262
	Iteration 47Q: 3 clusters Score -2.95234e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240665 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -29523450.000000 Penalty: 6148.093262
	Iteration 48Q: 3 clusters Score -2.952345e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240694 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -29523522.000000 Penalty: 6148.093262
	Iteration 49Q: 3 clusters Score -2.952352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240709 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -29523542.000000 Penalty: 6148.093262
	Iteration 50Q: 3 clusters Score -2.952354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240714 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -29523554.000000 Penalty: 6148.093262
	Iteration 51Q: 3 clusters Score -2.952355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240719 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -29523558.000000 Penalty: 6148.093262
	Iteration 52Q: 3 clusters Score -2.952356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240719 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -29523570.000000 Penalty: 6148.093262
	Iteration 53Q: 3 clusters Score -2.952357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240723 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -29523584.000000 Penalty: 6148.093262
	Iteration 54Q: 3 clusters Score -2.952358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240724 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -29523592.000000 Penalty: 6148.093262
	Iteration 55Q: 3 clusters Score -2.952359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240723 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -29523586.000000 Penalty: 6148.093262
	Iteration 56Q: 3 clusters Score -2.952359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240723 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -29523596.000000 Penalty: 6148.093262
	Iteration 57Q: 3 clusters Score -2.95236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240724 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -29523588.000000 Penalty: 6148.093262
	Iteration 58Q: 3 clusters Score -2.952359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240726 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -29523604.000000 Penalty: 6148.093262
	Iteration 59Q: 3 clusters Score -2.95236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240726 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -29523602.000000 Penalty: 6148.093262
	Iteration 60F: 3 clusters Score -2.95236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 176042 members 
Mstep: Class 4 contains 13509 members 
Mstep: Class 5 contains 80168 members 
Mstep: Class 6 contains 70648 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 15984 members 
Mstep: Class 10 contains 29953 members 
Mstep: Class 11 contains 16001 members 
Mstep: Class 12 contains 135009 members 
Mstep: Class 13 contains 52210 members 
Mstep: Class 14 contains 47607 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 46435 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Entering Unmasked Estep 
Score: -153990512.000000 Penalty: 76863.859375
Splitting cluster 2 changes total score from -153987968.000000 to -153990512.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (176042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176042 members 
Entering Unmasked Estep 
Score: -21331938.000000 Penalty: 2995.462402
	Iteration 0F: 2 clusters Score -2.133194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88340 members 
Mstep: Class 2 contains 87702 members 
Entering Unmasked Estep 
Score: -21218950.000000 Penalty: 5990.924805
	Iteration 0F: 3 clusters Score -2.121895e+07 nChanged 84417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94603 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -21269290.000000 Penalty: 5990.924805
	Iteration 1F: 3 clusters Score -2.126929e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99082 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -21272882.000000 Penalty: 5990.924805
	Iteration 2Q: 3 clusters Score -2.127288e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -21279338.000000 Penalty: 5990.924805
	Iteration 3F: 3 clusters Score -2.127934e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113973 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -21288796.000000 Penalty: 5990.924805
	Iteration 4F: 3 clusters Score -2.12888e+07 nChanged 13689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122332 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -21299744.000000 Penalty: 5990.924805
	Iteration 5F: 3 clusters Score -2.129974e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128834 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -21310716.000000 Penalty: 5990.924805
	Iteration 6F: 3 clusters Score -2.131072e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132206 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -21321844.000000 Penalty: 5990.924805
	Iteration 7F: 3 clusters Score -2.132184e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132194 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -21333580.000000 Penalty: 5990.924805
	Iteration 8F: 3 clusters Score -2.133358e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129503 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -21341104.000000 Penalty: 5990.924805
	Iteration 9Q: 3 clusters Score -2.13411e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126697 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -21344182.000000 Penalty: 5990.924805
	Iteration 10Q: 3 clusters Score -2.134418e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123876 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -21346330.000000 Penalty: 5990.924805
	Iteration 11Q: 3 clusters Score -2.134633e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120752 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -21348170.000000 Penalty: 5990.924805
	Iteration 12Q: 3 clusters Score -2.134817e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117466 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -21350000.000000 Penalty: 5990.924805
	Iteration 13Q: 3 clusters Score -2.135e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114128 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -21351576.000000 Penalty: 5990.924805
	Iteration 14Q: 3 clusters Score -2.135158e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110842 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -21353168.000000 Penalty: 5990.924805
	Iteration 15Q: 3 clusters Score -2.135317e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107523 members 
Mstep: Class 2 contains 68519 members 
Entering Unmasked Estep 
Score: -21354884.000000 Penalty: 5990.924805
	Iteration 16Q: 3 clusters Score -2.135488e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -21356644.000000 Penalty: 5990.924805
	Iteration 17Q: 3 clusters Score -2.135664e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101422 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -21358142.000000 Penalty: 5990.924805
	Iteration 18Q: 3 clusters Score -2.135814e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98778 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -21359460.000000 Penalty: 5990.924805
	Iteration 19Q: 3 clusters Score -2.135946e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -21360566.000000 Penalty: 5990.924805
	Iteration 20F: 3 clusters Score -2.136057e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94512 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -21361160.000000 Penalty: 5990.924805
	Iteration 21Q: 3 clusters Score -2.136116e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92960 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -21361758.000000 Penalty: 5990.924805
	Iteration 22Q: 3 clusters Score -2.136176e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -21362086.000000 Penalty: 5990.924805
	Iteration 23Q: 3 clusters Score -2.136209e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90852 members 
Mstep: Class 2 contains 85190 members 
Entering Unmasked Estep 
Score: -21362246.000000 Penalty: 5990.924805
	Iteration 24Q: 3 clusters Score -2.136225e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 85926 members 
Entering Unmasked Estep 
Score: -21362278.000000 Penalty: 5990.924805
	Iteration 25Q: 3 clusters Score -2.136228e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89582 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -21362282.000000 Penalty: 5990.924805
	Iteration 26Q: 3 clusters Score -2.136228e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89179 members 
Mstep: Class 2 contains 86863 members 
Entering Unmasked Estep 
Score: -21362334.000000 Penalty: 5990.924805
	Iteration 27Q: 3 clusters Score -2.136233e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -21362372.000000 Penalty: 5990.924805
	Iteration 28Q: 3 clusters Score -2.136237e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88655 members 
Mstep: Class 2 contains 87387 members 
Entering Unmasked Estep 
Score: -21362406.000000 Penalty: 5990.924805
	Iteration 29Q: 3 clusters Score -2.136241e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88492 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -21362410.000000 Penalty: 5990.924805
	Iteration 30Q: 3 clusters Score -2.136241e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88370 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -21362426.000000 Penalty: 5990.924805
	Iteration 31Q: 3 clusters Score -2.136243e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88290 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -21362440.000000 Penalty: 5990.924805
	Iteration 32Q: 3 clusters Score -2.136244e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88241 members 
Mstep: Class 2 contains 87801 members 
Entering Unmasked Estep 
Score: -21362436.000000 Penalty: 5990.924805
	Iteration 33Q: 3 clusters Score -2.136244e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 87835 members 
Entering Unmasked Estep 
Score: -21362412.000000 Penalty: 5990.924805
	Iteration 34Q: 3 clusters Score -2.136241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88181 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -21362412.000000 Penalty: 5990.924805
	Iteration 35Q: 3 clusters Score -2.136241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -21362420.000000 Penalty: 5990.924805
	Iteration 36Q: 3 clusters Score -2.136242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88152 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -21362400.000000 Penalty: 5990.924805
	Iteration 37Q: 3 clusters Score -2.13624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -21362416.000000 Penalty: 5990.924805
	Iteration 38Q: 3 clusters Score -2.136242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88136 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -21362412.000000 Penalty: 5990.924805
	Iteration 39Q: 3 clusters Score -2.136241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -21362432.000000 Penalty: 5990.924805
	Iteration 40F: 3 clusters Score -2.136243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88127 members 
Mstep: Class 2 contains 87915 members 
Entering Unmasked Estep 
Score: -21362434.000000 Penalty: 5990.924805
	Iteration 41Q: 3 clusters Score -2.136243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88122 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -21362420.000000 Penalty: 5990.924805
	Iteration 42Q: 3 clusters Score -2.136242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -21362420.000000 Penalty: 5990.924805
	Iteration 43Q: 3 clusters Score -2.136242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -21362420.000000 Penalty: 5990.924805
	Iteration 44F: 3 clusters Score -2.136242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 13509 members 
Mstep: Class 5 contains 80168 members 
Mstep: Class 6 contains 70648 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 15984 members 
Mstep: Class 10 contains 29953 members 
Mstep: Class 11 contains 16001 members 
Mstep: Class 12 contains 135009 members 
Mstep: Class 13 contains 52210 members 
Mstep: Class 14 contains 47607 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 46435 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Entering Unmasked Estep 
Score: -154022864.000000 Penalty: 80357.671875
Splitting cluster 3 changes total score from -153987968.000000 to -154022864.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (13509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Entering Unmasked Estep 
Score: -1493720.875000 Penalty: 2358.755615
	Iteration 0F: 2 clusters Score -1493721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1484159.250000 Penalty: 4717.511230
	Iteration 0F: 3 clusters Score -1484159 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1492548.250000 Penalty: 4717.511230
	Iteration 1F: 3 clusters Score -1492548 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1503056.000000 Penalty: 4717.511230
	Iteration 2F: 3 clusters Score -1503056 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1507356.875000 Penalty: 4717.511230
	Iteration 3F: 3 clusters Score -1507357 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1508762.500000 Penalty: 4717.511230
	Iteration 4F: 3 clusters Score -1508762 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1509307.125000 Penalty: 4717.511230
	Iteration 5Q: 3 clusters Score -1509307 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1509522.750000 Penalty: 4717.511230
	Iteration 6Q: 3 clusters Score -1509523 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1509624.000000 Penalty: 4717.511230
	Iteration 7Q: 3 clusters Score -1509624 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1509668.875000 Penalty: 4717.511230
	Iteration 8Q: 3 clusters Score -1509669 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1509698.375000 Penalty: 4717.511230
	Iteration 9Q: 3 clusters Score -1509698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1509714.875000 Penalty: 4717.511230
	Iteration 10Q: 3 clusters Score -1509715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1509726.125000 Penalty: 4717.511230
	Iteration 11Q: 3 clusters Score -1509726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1509740.250000 Penalty: 4717.511230
	Iteration 12Q: 3 clusters Score -1509740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1509741.250000 Penalty: 4717.511230
	Iteration 13Q: 3 clusters Score -1509741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1509743.250000 Penalty: 4717.511230
	Iteration 14Q: 3 clusters Score -1509743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1509744.625000 Penalty: 4717.511230
	Iteration 15Q: 3 clusters Score -1509745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1509751.375000 Penalty: 4717.511230
	Iteration 16Q: 3 clusters Score -1509751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1509751.375000 Penalty: 4717.511230
	Iteration 17Q: 3 clusters Score -1509751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1509753.125000 Penalty: 4717.511230
	Iteration 18Q: 3 clusters Score -1509753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1509753.125000 Penalty: 4717.511230
	Iteration 19F: 3 clusters Score -1509753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 80168 members 
Mstep: Class 6 contains 70648 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 15984 members 
Mstep: Class 10 contains 29953 members 
Mstep: Class 11 contains 16001 members 
Mstep: Class 12 contains 135009 members 
Mstep: Class 13 contains 52210 members 
Mstep: Class 14 contains 47607 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 46435 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Entering Unmasked Estep 
Score: -154038080.000000 Penalty: 83851.484375
Splitting cluster 4 changes total score from -153987968.000000 to -154038080.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (80168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80168 members 
Entering Unmasked Estep 
Score: -9555166.000000 Penalty: 2800.386230
	Iteration 0F: 2 clusters Score -9555166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -9501891.000000 Penalty: 5600.772461
	Iteration 0F: 3 clusters Score -9501891 nChanged 37561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -9524263.000000 Penalty: 5600.772461
	Iteration 1F: 3 clusters Score -9524263 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -9526216.000000 Penalty: 5600.772461
	Iteration 2F: 3 clusters Score -9526216 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -9529029.000000 Penalty: 5600.772461
	Iteration 3F: 3 clusters Score -9529029 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -9532721.000000 Penalty: 5600.772461
	Iteration 4F: 3 clusters Score -9532721 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -9537063.000000 Penalty: 5600.772461
	Iteration 5F: 3 clusters Score -9537063 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -9541664.000000 Penalty: 5600.772461
	Iteration 6F: 3 clusters Score -9541664 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -9546618.000000 Penalty: 5600.772461
	Iteration 7F: 3 clusters Score -9546618 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -9551256.000000 Penalty: 5600.772461
	Iteration 8F: 3 clusters Score -9551256 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -9554229.000000 Penalty: 5600.772461
	Iteration 9Q: 3 clusters Score -9554229 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -9556089.000000 Penalty: 5600.772461
	Iteration 10Q: 3 clusters Score -9556089 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -9557400.000000 Penalty: 5600.772461
	Iteration 11Q: 3 clusters Score -9557400 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -9558661.000000 Penalty: 5600.772461
	Iteration 12Q: 3 clusters Score -9558661 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -9559902.000000 Penalty: 5600.772461
	Iteration 13Q: 3 clusters Score -9559902 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 67480 members 
Entering Unmasked Estep 
Score: -9560959.000000 Penalty: 5600.772461
	Iteration 14Q: 3 clusters Score -9560959 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -9561678.000000 Penalty: 5600.772461
	Iteration 15Q: 3 clusters Score -9561678 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -9562061.000000 Penalty: 5600.772461
	Iteration 16Q: 3 clusters Score -9562061 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 69094 members 
Entering Unmasked Estep 
Score: -9562174.000000 Penalty: 5600.772461
	Iteration 17Q: 3 clusters Score -9562174 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 69351 members 
Entering Unmasked Estep 
Score: -9562272.000000 Penalty: 5600.772461
	Iteration 18Q: 3 clusters Score -9562272 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -9562307.000000 Penalty: 5600.772461
	Iteration 19Q: 3 clusters Score -9562307 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -9562333.000000 Penalty: 5600.772461
	Iteration 20F: 3 clusters Score -9562333 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -9562369.000000 Penalty: 5600.772461
	Iteration 21Q: 3 clusters Score -9562369 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 69972 members 
Entering Unmasked Estep 
Score: -9562347.000000 Penalty: 5600.772461
	Iteration 22Q: 3 clusters Score -9562347 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -9562354.000000 Penalty: 5600.772461
	Iteration 23Q: 3 clusters Score -9562354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -9562368.000000 Penalty: 5600.772461
	Iteration 24Q: 3 clusters Score -9562368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 70195 members 
Entering Unmasked Estep 
Score: -9562361.000000 Penalty: 5600.772461
	Iteration 25Q: 3 clusters Score -9562361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
Score: -9562383.000000 Penalty: 5600.772461
	Iteration 26Q: 3 clusters Score -9562383 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -9562423.000000 Penalty: 5600.772461
	Iteration 27Q: 3 clusters Score -9562423 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -9562392.000000 Penalty: 5600.772461
	Iteration 28Q: 3 clusters Score -9562392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -9562401.000000 Penalty: 5600.772461
	Iteration 29Q: 3 clusters Score -9562401 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -9562395.000000 Penalty: 5600.772461
	Iteration 30Q: 3 clusters Score -9562395 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 70545 members 
Entering Unmasked Estep 
Score: -9562413.000000 Penalty: 5600.772461
	Iteration 31Q: 3 clusters Score -9562413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -9562405.000000 Penalty: 5600.772461
	Iteration 32Q: 3 clusters Score -9562405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -9562408.000000 Penalty: 5600.772461
	Iteration 33Q: 3 clusters Score -9562408 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -9562434.000000 Penalty: 5600.772461
	Iteration 34Q: 3 clusters Score -9562434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 70758 members 
Entering Unmasked Estep 
Score: -9562424.000000 Penalty: 5600.772461
	Iteration 35Q: 3 clusters Score -9562424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -9562430.000000 Penalty: 5600.772461
	Iteration 36Q: 3 clusters Score -9562430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 70820 members 
Entering Unmasked Estep 
Score: -9562439.000000 Penalty: 5600.772461
	Iteration 37Q: 3 clusters Score -9562439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -9562450.000000 Penalty: 5600.772461
	Iteration 38Q: 3 clusters Score -9562450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -9562445.000000 Penalty: 5600.772461
	Iteration 39Q: 3 clusters Score -9562445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -9562442.000000 Penalty: 5600.772461
	Iteration 40F: 3 clusters Score -9562442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 70896 members 
Entering Unmasked Estep 
Score: -9562457.000000 Penalty: 5600.772461
	Iteration 41Q: 3 clusters Score -9562457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -9562464.000000 Penalty: 5600.772461
	Iteration 42Q: 3 clusters Score -9562464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -9562462.000000 Penalty: 5600.772461
	Iteration 43Q: 3 clusters Score -9562462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -9562455.000000 Penalty: 5600.772461
	Iteration 44Q: 3 clusters Score -9562455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 70918 members 
Entering Unmasked Estep 
Score: -9562460.000000 Penalty: 5600.772461
	Iteration 45Q: 3 clusters Score -9562460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 70921 members 
Entering Unmasked Estep 
Score: -9562452.000000 Penalty: 5600.772461
	Iteration 46Q: 3 clusters Score -9562452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -9562448.000000 Penalty: 5600.772461
	Iteration 47Q: 3 clusters Score -9562448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -9562454.000000 Penalty: 5600.772461
	Iteration 48Q: 3 clusters Score -9562454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 70934 members 
Entering Unmasked Estep 
Score: -9562453.000000 Penalty: 5600.772461
	Iteration 49Q: 3 clusters Score -9562453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
Score: -9562464.000000 Penalty: 5600.772461
	Iteration 50Q: 3 clusters Score -9562464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -9562458.000000 Penalty: 5600.772461
	Iteration 51Q: 3 clusters Score -9562458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -9562458.000000 Penalty: 5600.772461
	Iteration 52F: 3 clusters Score -9562458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 70648 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 15984 members 
Mstep: Class 10 contains 29953 members 
Mstep: Class 11 contains 16001 members 
Mstep: Class 12 contains 135009 members 
Mstep: Class 13 contains 52210 members 
Mstep: Class 14 contains 47607 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 46435 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Entering Unmasked Estep 
Score: -154047136.000000 Penalty: 87345.296875
Splitting cluster 5 changes total score from -153987968.000000 to -154047136.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (70648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70648 members 
Entering Unmasked Estep 
Score: -7847322.000000 Penalty: 2769.035400
	Iteration 0F: 2 clusters Score -7847322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -7800082.000000 Penalty: 5538.070801
	Iteration 0F: 3 clusters Score -7800082 nChanged 33110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -7819515.500000 Penalty: 5538.070801
	Iteration 1F: 3 clusters Score -7819516 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -7821318.000000 Penalty: 5538.070801
	Iteration 2F: 3 clusters Score -7821318 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -7823583.000000 Penalty: 5538.070801
	Iteration 3F: 3 clusters Score -7823583 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -7826015.000000 Penalty: 5538.070801
	Iteration 4F: 3 clusters Score -7826015 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -7828673.500000 Penalty: 5538.070801
	Iteration 5F: 3 clusters Score -7828674 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -7831432.000000 Penalty: 5538.070801
	Iteration 6F: 3 clusters Score -7831432 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -7833933.500000 Penalty: 5538.070801
	Iteration 7F: 3 clusters Score -7833934 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7836112 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7837854 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7838968 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7839982 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7840827 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7841600 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7842386 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7843064 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -7843676.500000 Penalty: 5538.070801
	Iteration 16Q: 3 clusters Score -7843676 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7844180 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7844702 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7845169 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -7845635.000000 Penalty: 5538.070801
	Iteration 20F: 3 clusters Score -7845635 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7846008 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -7846256.500000 Penalty: 5538.070801
	Iteration 22Q: 3 clusters Score -7846256 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -7846499.500000 Penalty: 5538.070801
	Iteration 23Q: 3 clusters Score -7846500 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -7846744.500000 Penalty: 5538.070801
	Iteration 24Q: 3 clusters Score -7846744 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7846910 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -7847072.500000 Penalty: 5538.070801
	Iteration 26Q: 3 clusters Score -7847072 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -7847162.500000 Penalty: 5538.070801
	Iteration 27Q: 3 clusters Score -7847162 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -7847260.000000 Penalty: 5538.070801
	Iteration 28Q: 3 clusters Score -7847260 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -7847354.000000 Penalty: 5538.070801
	Iteration 29Q: 3 clusters Score -7847354 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -7847421.500000 Penalty: 5538.070801
	Iteration 30Q: 3 clusters Score -7847422 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -7847501.500000 Penalty: 5538.070801
	Iteration 31Q: 3 clusters Score -7847502 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -7847527.500000 Penalty: 5538.070801
	Iteration 32Q: 3 clusters Score -7847528 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -7847597.500000 Penalty: 5538.070801
	Iteration 33Q: 3 clusters Score -7847598 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -7847676.000000 Penalty: 5538.070801
	Iteration 34Q: 3 clusters Score -7847676 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -7847710.500000 Penalty: 5538.070801
	Iteration 35Q: 3 clusters Score -7847710 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -7847774.000000 Penalty: 5538.070801
	Iteration 36Q: 3 clusters Score -7847774 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -7847868.500000 Penalty: 5538.070801
	Iteration 37Q: 3 clusters Score -7847868 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7847880 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -7847963.500000 Penalty: 5538.070801
	Iteration 39Q: 3 clusters Score -7847964 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -7848000.500000 Penalty: 5538.070801
	Iteration 40F: 3 clusters Score -7848000 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63985 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7848060 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -7848115.500000 Penalty: 5538.070801
	Iteration 42Q: 3 clusters Score -7848116 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -7848177.500000 Penalty: 5538.070801
	Iteration 43Q: 3 clusters Score -7848178 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -7848227.500000 Penalty: 5538.070801
	Iteration 44Q: 3 clusters Score -7848228 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -7848239.000000 Penalty: 5538.070801
	Iteration 45Q: 3 clusters Score -7848239 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -7848271.500000 Penalty: 5538.070801
	Iteration 46Q: 3 clusters Score -7848272 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -7848315.000000 Penalty: 5538.070801
	Iteration 47Q: 3 clusters Score -7848315 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -7848300.500000 Penalty: 5538.070801
	Iteration 48Q: 3 clusters Score -7848300 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -7848346.000000 Penalty: 5538.070801
	Iteration 49Q: 3 clusters Score -7848346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -7848357.000000 Penalty: 5538.070801
	Iteration 50Q: 3 clusters Score -7848357 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -7848363.000000 Penalty: 5538.070801
	Iteration 51Q: 3 clusters Score -7848363 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -7848384.500000 Penalty: 5538.070801
	Iteration 52Q: 3 clusters Score -7848384 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -7848407.000000 Penalty: 5538.070801
	Iteration 53Q: 3 clusters Score -7848407 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -7848433.000000 Penalty: 5538.070801
	Iteration 54Q: 3 clusters Score -7848433 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -7848468.000000 Penalty: 5538.070801
	Iteration 55Q: 3 clusters Score -7848468 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -7848511.000000 Penalty: 5538.070801
	Iteration 56Q: 3 clusters Score -7848511 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -7848528.500000 Penalty: 5538.070801
	Iteration 57Q: 3 clusters Score -7848528 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -7848550.500000 Penalty: 5538.070801
	Iteration 58Q: 3 clusters Score -7848550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -7848537.500000 Penalty: 5538.070801
	Iteration 59Q: 3 clusters Score -7848538 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -7848552.500000 Penalty: 5538.070801
	Iteration 60F: 3 clusters Score -7848552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -7848581.000000 Penalty: 5538.070801
	Iteration 61Q: 3 clusters Score -7848581 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -7848598.500000 Penalty: 5538.070801
	Iteration 62Q: 3 clusters Score -7848598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -7848592.000000 Penalty: 5538.070801
	Iteration 63Q: 3 clusters Score -7848592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65884 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -7848599.000000 Penalty: 5538.070801
	Iteration 64Q: 3 clusters Score -7848599 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -7848598.000000 Penalty: 5538.070801
	Iteration 65Q: 3 clusters Score -7848598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -7848600.500000 Penalty: 5538.070801
	Iteration 66Q: 3 clusters Score -7848600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -7848608.500000 Penalty: 5538.070801
	Iteration 67Q: 3 clusters Score -7848608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -7848604.000000 Penalty: 5538.070801
	Iteration 68Q: 3 clusters Score -7848604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -7848620.000000 Penalty: 5538.070801
	Iteration 69Q: 3 clusters Score -7848620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -7848622.000000 Penalty: 5538.070801
	Iteration 70Q: 3 clusters Score -7848622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -7848631.500000 Penalty: 5538.070801
	Iteration 71Q: 3 clusters Score -7848632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -7848642.000000 Penalty: 5538.070801
	Iteration 72Q: 3 clusters Score -7848642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -7848638.000000 Penalty: 5538.070801
	Iteration 73Q: 3 clusters Score -7848638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -7848622.000000 Penalty: 5538.070801
	Iteration 74Q: 3 clusters Score -7848622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -7848618.500000 Penalty: 5538.070801
	Iteration 75Q: 3 clusters Score -7848618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66080 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -7848616.500000 Penalty: 5538.070801
	Iteration 76Q: 3 clusters Score -7848616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -7848629.000000 Penalty: 5538.070801
	Iteration 77Q: 3 clusters Score -7848629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -7848619.000000 Penalty: 5538.070801
	Iteration 78Q: 3 clusters Score -7848619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66120 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -7848610.000000 Penalty: 5538.070801
	Iteration 79Q: 3 clusters Score -7848610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -7848637.500000 Penalty: 5538.070801
	Iteration 80F: 3 clusters Score -7848638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -7848641.000000 Penalty: 5538.070801
	Iteration 81Q: 3 clusters Score -7848641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -7848637.000000 Penalty: 5538.070801
	Iteration 82Q: 3 clusters Score -7848637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -7848624.000000 Penalty: 5538.070801
	Iteration 83Q: 3 clusters Score -7848624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -7848631.000000 Penalty: 5538.070801
	Iteration 84Q: 3 clusters Score -7848631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -7848635.500000 Penalty: 5538.070801
	Iteration 85Q: 3 clusters Score -7848636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -7848633.000000 Penalty: 5538.070801
	Iteration 86Q: 3 clusters Score -7848633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -7848636.000000 Penalty: 5538.070801
	Iteration 87Q: 3 clusters Score -7848636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -7848644.000000 Penalty: 5538.070801
	Iteration 88Q: 3 clusters Score -7848644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -7848635.000000 Penalty: 5538.070801
	Iteration 89Q: 3 clusters Score -7848635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -7848633.000000 Penalty: 5538.070801
	Iteration 90Q: 3 clusters Score -7848633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -7848633.000000 Penalty: 5538.070801
	Iteration 91F: 3 clusters Score -7848633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 18629 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 15984 members 
Mstep: Class 10 contains 29953 members 
Mstep: Class 11 contains 16001 members 
Mstep: Class 12 contains 135009 members 
Mstep: Class 13 contains 52210 members 
Mstep: Class 14 contains 47607 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 46435 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Mstep: Class 26 contains 4428 members 
Entering Unmasked Estep 
Score: -154048320.000000 Penalty: 90839.109375
Splitting cluster 6 changes total score from -153987968.000000 to -154048320.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (18629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Entering Unmasked Estep 
Score: -2839339.750000 Penalty: 2438.453613
	Iteration 0F: 2 clusters Score -2839340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2828114.250000 Penalty: 4876.907227
	Iteration 0F: 3 clusters Score -2828114 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2851808.000000 Penalty: 4876.907227
	Iteration 1F: 3 clusters Score -2851808 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2861499.500000 Penalty: 4876.907227
	Iteration 2F: 3 clusters Score -2861500 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2863551.500000 Penalty: 4876.907227
	Iteration 3F: 3 clusters Score -2863552 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2864251.750000 Penalty: 4876.907227
	Iteration 4Q: 3 clusters Score -2864252 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2864499.000000 Penalty: 4876.907227
	Iteration 5Q: 3 clusters Score -2864499 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2865328.750000 Penalty: 4876.907227
	Iteration 6Q: 3 clusters Score -2865329 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2866309.750000 Penalty: 4876.907227
	Iteration 7Q: 3 clusters Score -2866310 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2866798.750000 Penalty: 4876.907227
	Iteration 8Q: 3 clusters Score -2866799 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2866862.500000 Penalty: 4876.907227
	Iteration 9Q: 3 clusters Score -2866862 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2866920.250000 Penalty: 4876.907227
	Iteration 10Q: 3 clusters Score -2866920 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2867080.750000 Penalty: 4876.907227
	Iteration 11Q: 3 clusters Score -2867081 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2867128.500000 Penalty: 4876.907227
	Iteration 12Q: 3 clusters Score -2867128 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2867083.250000 Penalty: 4876.907227
	Iteration 13Q: 3 clusters Score -2867083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2867210.000000 Penalty: 4876.907227
	Iteration 14Q: 3 clusters Score -2867210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2867164.500000 Penalty: 4876.907227
	Iteration 15Q: 3 clusters Score -2867164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2867179.250000 Penalty: 4876.907227
	Iteration 16Q: 3 clusters Score -2867179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2867062.750000 Penalty: 4876.907227
	Iteration 17Q: 3 clusters Score -2867063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2867168.000000 Penalty: 4876.907227
	Iteration 18Q: 3 clusters Score -2867168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2867125.250000 Penalty: 4876.907227
	Iteration 19Q: 3 clusters Score -2867125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2867177.750000 Penalty: 4876.907227
	Iteration 20F: 3 clusters Score -2867178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2867178.250000 Penalty: 4876.907227
	Iteration 21Q: 3 clusters Score -2867178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2867133.000000 Penalty: 4876.907227
	Iteration 22Q: 3 clusters Score -2867133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2867082.500000 Penalty: 4876.907227
	Iteration 23Q: 3 clusters Score -2867082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2867161.750000 Penalty: 4876.907227
	Iteration 24Q: 3 clusters Score -2867162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2867137.750000 Penalty: 4876.907227
	Iteration 25Q: 3 clusters Score -2867138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2867107.500000 Penalty: 4876.907227
	Iteration 26Q: 3 clusters Score -2867108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2867138.250000 Penalty: 4876.907227
	Iteration 27Q: 3 clusters Score -2867138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2867160.250000 Penalty: 4876.907227
	Iteration 28Q: 3 clusters Score -2867160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2867103.000000 Penalty: 4876.907227
	Iteration 29Q: 3 clusters Score -2867103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2867127.750000 Penalty: 4876.907227
	Iteration 30Q: 3 clusters Score -2867128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2867169.750000 Penalty: 4876.907227
	Iteration 31Q: 3 clusters Score -2867170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2867150.000000 Penalty: 4876.907227
	Iteration 32Q: 3 clusters Score -2867150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2867205.750000 Penalty: 4876.907227
	Iteration 33Q: 3 clusters Score -2867206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2867091.250000 Penalty: 4876.907227
	Iteration 34Q: 3 clusters Score -2867091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2867182.000000 Penalty: 4876.907227
	Iteration 35Q: 3 clusters Score -2867182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2867173.500000 Penalty: 4876.907227
	Iteration 36Q: 3 clusters Score -2867174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2867176.000000 Penalty: 4876.907227
	Iteration 37Q: 3 clusters Score -2867176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2867127.000000 Penalty: 4876.907227
	Iteration 38Q: 3 clusters Score -2867127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2867107.500000 Penalty: 4876.907227
	Iteration 39Q: 3 clusters Score -2867108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2867155.500000 Penalty: 4876.907227
	Iteration 40F: 3 clusters Score -2867156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2867091.750000 Penalty: 4876.907227
	Iteration 41Q: 3 clusters Score -2867092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2867169.500000 Penalty: 4876.907227
	Iteration 42Q: 3 clusters Score -2867170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2867056.250000 Penalty: 4876.907227
	Iteration 43Q: 3 clusters Score -2867056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2867209.250000 Penalty: 4876.907227
	Iteration 44Q: 3 clusters Score -2867209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2867122.750000 Penalty: 4876.907227
	Iteration 45Q: 3 clusters Score -2867123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2867193.250000 Penalty: 4876.907227
	Iteration 46Q: 3 clusters Score -2867193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2867160.750000 Penalty: 4876.907227
	Iteration 47Q: 3 clusters Score -2867161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2867122.250000 Penalty: 4876.907227
	Iteration 48Q: 3 clusters Score -2867122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2867138.750000 Penalty: 4876.907227
	Iteration 49Q: 3 clusters Score -2867139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2867171.750000 Penalty: 4876.907227
	Iteration 50Q: 3 clusters Score -2867172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2867110.500000 Penalty: 4876.907227
	Iteration 51Q: 3 clusters Score -2867110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2867091.500000 Penalty: 4876.907227
	Iteration 52Q: 3 clusters Score -2867092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2867170.000000 Penalty: 4876.907227
	Iteration 53Q: 3 clusters Score -2867170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2867142.250000 Penalty: 4876.907227
	Iteration 54Q: 3 clusters Score -2867142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2867137.750000 Penalty: 4876.907227
	Iteration 55Q: 3 clusters Score -2867138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2867189.750000 Penalty: 4876.907227
	Iteration 56Q: 3 clusters Score -2867190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2867137.500000 Penalty: 4876.907227
	Iteration 57Q: 3 clusters Score -2867138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2867174.000000 Penalty: 4876.907227
	Iteration 58Q: 3 clusters Score -2867174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2867144.750000 Penalty: 4876.907227
	Iteration 59Q: 3 clusters Score -2867145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2867136.750000 Penalty: 4876.907227
	Iteration 60F: 3 clusters Score -2867137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2867148.500000 Penalty: 4876.907227
	Iteration 61Q: 3 clusters Score -2867148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2867128.750000 Penalty: 4876.907227
	Iteration 62Q: 3 clusters Score -2867129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2867187.250000 Penalty: 4876.907227
	Iteration 63Q: 3 clusters Score -2867187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2867141.750000 Penalty: 4876.907227
	Iteration 64Q: 3 clusters Score -2867142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2867094.000000 Penalty: 4876.907227
	Iteration 65Q: 3 clusters Score -2867094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2867153.500000 Penalty: 4876.907227
	Iteration 66Q: 3 clusters Score -2867154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2867143.000000 Penalty: 4876.907227
	Iteration 67Q: 3 clusters Score -2867143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2867197.000000 Penalty: 4876.907227
	Iteration 68Q: 3 clusters Score -2867197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2867107.250000 Penalty: 4876.907227
	Iteration 69Q: 3 clusters Score -2867107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2866883.500000 Penalty: 4876.907227
	Iteration 70Q: 3 clusters Score -2866884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2867210.000000 Penalty: 4876.907227
	Iteration 71Q: 3 clusters Score -2867210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2867124.250000 Penalty: 4876.907227
	Iteration 72Q: 3 clusters Score -2867124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2867156.750000 Penalty: 4876.907227
	Iteration 73Q: 3 clusters Score -2867157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2867212.250000 Penalty: 4876.907227
	Iteration 74Q: 3 clusters Score -2867212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2867109.250000 Penalty: 4876.907227
	Iteration 75Q: 3 clusters Score -2867109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2867181.500000 Penalty: 4876.907227
	Iteration 76Q: 3 clusters Score -2867182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2867125.500000 Penalty: 4876.907227
	Iteration 77Q: 3 clusters Score -2867126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2867165.250000 Penalty: 4876.907227
	Iteration 78Q: 3 clusters Score -2867165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2867149.500000 Penalty: 4876.907227
	Iteration 79Q: 3 clusters Score -2867150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2867196.250000 Penalty: 4876.907227
	Iteration 80F: 3 clusters Score -2867196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2867177.500000 Penalty: 4876.907227
	Iteration 81Q: 3 clusters Score -2867178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2867159.250000 Penalty: 4876.907227
	Iteration 82Q: 3 clusters Score -2867159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2867161.500000 Penalty: 4876.907227
	Iteration 83Q: 3 clusters Score -2867162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2867154.750000 Penalty: 4876.907227
	Iteration 84Q: 3 clusters Score -2867155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2867209.000000 Penalty: 4876.907227
	Iteration 85Q: 3 clusters Score -2867209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2867164.000000 Penalty: 4876.907227
	Iteration 86Q: 3 clusters Score -2867164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2867222.250000 Penalty: 4876.907227
	Iteration 87Q: 3 clusters Score -2867222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2867168.000000 Penalty: 4876.907227
	Iteration 88Q: 3 clusters Score -2867168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2867122.250000 Penalty: 4876.907227
	Iteration 89Q: 3 clusters Score -2867122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2867146.250000 Penalty: 4876.907227
	Iteration 90Q: 3 clusters Score -2867146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2867153.000000 Penalty: 4876.907227
	Iteration 91Q: 3 clusters Score -2867153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2867175.500000 Penalty: 4876.907227
	Iteration 92Q: 3 clusters Score -2867176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2867162.000000 Penalty: 4876.907227
	Iteration 93Q: 3 clusters Score -2867162 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2867215.750000 Penalty: 4876.907227
	Iteration 94Q: 3 clusters Score -2867216 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2867228.250000 Penalty: 4876.907227
	Iteration 95Q: 3 clusters Score -2867228 nChanged 30
Entering Unmasked Mstep 
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	Iteration 96Q: 3 clusters Score -2867161 nChanged 21
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	Iteration 100F: 3 clusters Score -2867174 nChanged 23
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	Iteration 101Q: 3 clusters Score -2867193 nChanged 22
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	Iteration 102Q: 3 clusters Score -2867161 nChanged 27
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	Iteration 103Q: 3 clusters Score -2867190 nChanged 19
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	Iteration 104Q: 3 clusters Score -2867117 nChanged 26
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	Iteration 106Q: 3 clusters Score -2867168 nChanged 27
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	Iteration 107Q: 3 clusters Score -2867179 nChanged 36
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	Iteration 108Q: 3 clusters Score -2867168 nChanged 27
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	Iteration 112Q: 3 clusters Score -2867198 nChanged 26
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	Iteration 113Q: 3 clusters Score -2867092 nChanged 33
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	Iteration 114Q: 3 clusters Score -2867178 nChanged 23
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	Iteration 115Q: 3 clusters Score -2867197 nChanged 35
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	Iteration 116Q: 3 clusters Score -2867137 nChanged 29
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	Iteration 117Q: 3 clusters Score -2867144 nChanged 24
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	Iteration 118Q: 3 clusters Score -2867199 nChanged 17
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	Iteration 119Q: 3 clusters Score -2867045 nChanged 30
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	Iteration 120F: 3 clusters Score -2867179 nChanged 27
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	Iteration 121Q: 3 clusters Score -2867204 nChanged 33
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	Iteration 122Q: 3 clusters Score -2867158 nChanged 16
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	Iteration 126Q: 3 clusters Score -2867138 nChanged 32
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	Iteration 128Q: 3 clusters Score -2867117 nChanged 30
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	Iteration 129Q: 3 clusters Score -2867126 nChanged 31
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	Iteration 130Q: 3 clusters Score -2867153 nChanged 21
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	Iteration 131Q: 3 clusters Score -2867173 nChanged 26
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	Iteration 132Q: 3 clusters Score -2867145 nChanged 33
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	Iteration 133Q: 3 clusters Score -2867163 nChanged 16
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	Iteration 134Q: 3 clusters Score -2867148 nChanged 19
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	Iteration 135Q: 3 clusters Score -2867136 nChanged 17
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	Iteration 137Q: 3 clusters Score -2867128 nChanged 21
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	Iteration 138Q: 3 clusters Score -2867190 nChanged 34
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	Iteration 139Q: 3 clusters Score -2867129 nChanged 25
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	Iteration 140F: 3 clusters Score -2867130 nChanged 41
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	Iteration 141Q: 3 clusters Score -2867174 nChanged 26
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	Iteration 142Q: 3 clusters Score -2867202 nChanged 22
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	Iteration 143Q: 3 clusters Score -2867184 nChanged 24
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	Iteration 144Q: 3 clusters Score -2867176 nChanged 26
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	Iteration 145Q: 3 clusters Score -2867162 nChanged 18
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	Iteration 146Q: 3 clusters Score -2867122 nChanged 24
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	Iteration 147Q: 3 clusters Score -2867181 nChanged 31
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	Iteration 148Q: 3 clusters Score -2867059 nChanged 25
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	Iteration 149Q: 3 clusters Score -2867108 nChanged 24
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	Iteration 150Q: 3 clusters Score -2867125 nChanged 32
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	Iteration 151Q: 3 clusters Score -2867176 nChanged 21
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	Iteration 152Q: 3 clusters Score -2867069 nChanged 30
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	Iteration 153Q: 3 clusters Score -2867158 nChanged 26
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	Iteration 154Q: 3 clusters Score -2867166 nChanged 29
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	Iteration 155Q: 3 clusters Score -2867196 nChanged 25
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	Iteration 156Q: 3 clusters Score -2867249 nChanged 25
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	Iteration 157Q: 3 clusters Score -2867112 nChanged 17
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	Iteration 158Q: 3 clusters Score -2867201 nChanged 20
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	Iteration 159Q: 3 clusters Score -2867178 nChanged 25
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	Iteration 160F: 3 clusters Score -2867071 nChanged 26
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	Iteration 161Q: 3 clusters Score -2867175 nChanged 17
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	Iteration 162Q: 3 clusters Score -2867088 nChanged 25
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	Iteration 163Q: 3 clusters Score -2867164 nChanged 32
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	Iteration 164Q: 3 clusters Score -2867130 nChanged 39
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	Iteration 165Q: 3 clusters Score -2867134 nChanged 22
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	Iteration 166Q: 3 clusters Score -2867076 nChanged 31
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	Iteration 167Q: 3 clusters Score -2867162 nChanged 29
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	Iteration 168Q: 3 clusters Score -2867174 nChanged 24
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	Iteration 169Q: 3 clusters Score -2867147 nChanged 36
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	Iteration 170Q: 3 clusters Score -2867138 nChanged 23
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	Iteration 171Q: 3 clusters Score -2867140 nChanged 18
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	Iteration 172Q: 3 clusters Score -2867186 nChanged 22
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	Iteration 173Q: 3 clusters Score -2867078 nChanged 39
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	Iteration 174Q: 3 clusters Score -2867163 nChanged 40
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	Iteration 175Q: 3 clusters Score -2867205 nChanged 24
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	Iteration 176Q: 3 clusters Score -2867133 nChanged 25
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	Iteration 177Q: 3 clusters Score -2867090 nChanged 30
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	Iteration 178Q: 3 clusters Score -2867134 nChanged 26
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	Iteration 179Q: 3 clusters Score -2867181 nChanged 15
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	Iteration 180F: 3 clusters Score -2867232 nChanged 24
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	Iteration 181Q: 3 clusters Score -2867174 nChanged 30
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	Iteration 182Q: 3 clusters Score -2867197 nChanged 23
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	Iteration 183Q: 3 clusters Score -2867137 nChanged 21
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	Iteration 184Q: 3 clusters Score -2867116 nChanged 23
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	Iteration 185Q: 3 clusters Score -2867154 nChanged 24
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	Iteration 186Q: 3 clusters Score -2866986 nChanged 29
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	Iteration 187Q: 3 clusters Score -2867070 nChanged 24
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	Iteration 188Q: 3 clusters Score -2867190 nChanged 32
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	Iteration 189Q: 3 clusters Score -2867144 nChanged 29
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	Iteration 190Q: 3 clusters Score -2867116 nChanged 32
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	Iteration 191Q: 3 clusters Score -2867195 nChanged 33
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	Iteration 192Q: 3 clusters Score -2867131 nChanged 35
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	Iteration 193Q: 3 clusters Score -2867175 nChanged 38
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	Iteration 194Q: 3 clusters Score -2867171 nChanged 31
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	Iteration 195Q: 3 clusters Score -2867126 nChanged 24
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	Iteration 196Q: 3 clusters Score -2867071 nChanged 32
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	Iteration 197Q: 3 clusters Score -2867116 nChanged 20
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	Iteration 198Q: 3 clusters Score -2867189 nChanged 31
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	Iteration 199Q: 3 clusters Score -2867144 nChanged 16
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	Iteration 200F: 3 clusters Score -2867058 nChanged 21
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	Iteration 201Q: 3 clusters Score -2867136 nChanged 22
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	Iteration 202Q: 3 clusters Score -2867155 nChanged 28
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	Iteration 203Q: 3 clusters Score -2867172 nChanged 26
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	Iteration 204Q: 3 clusters Score -2867102 nChanged 21
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	Iteration 205Q: 3 clusters Score -2867200 nChanged 25
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	Iteration 206Q: 3 clusters Score -2867135 nChanged 27
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	Iteration 207Q: 3 clusters Score -2867222 nChanged 26
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	Iteration 209Q: 3 clusters Score -2867091 nChanged 13
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	Iteration 210Q: 3 clusters Score -2867071 nChanged 20
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	Iteration 211Q: 3 clusters Score -2867058 nChanged 28
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	Iteration 212Q: 3 clusters Score -2867172 nChanged 21
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	Iteration 213Q: 3 clusters Score -2867122 nChanged 27
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	Iteration 214Q: 3 clusters Score -2867096 nChanged 35
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	Iteration 215Q: 3 clusters Score -2867139 nChanged 28
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	Iteration 216Q: 3 clusters Score -2867119 nChanged 23
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	Iteration 217Q: 3 clusters Score -2867076 nChanged 35
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	Iteration 218Q: 3 clusters Score -2867188 nChanged 39
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	Iteration 219Q: 3 clusters Score -2867134 nChanged 24
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	Iteration 220F: 3 clusters Score -2867216 nChanged 26
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	Iteration 221Q: 3 clusters Score -2867210 nChanged 33
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	Iteration 222Q: 3 clusters Score -2867034 nChanged 24
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	Iteration 223Q: 3 clusters Score -2867184 nChanged 29
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	Iteration 224Q: 3 clusters Score -2867007 nChanged 38
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	Iteration 225Q: 3 clusters Score -2867155 nChanged 29
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	Iteration 226Q: 3 clusters Score -2867124 nChanged 31
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	Iteration 227Q: 3 clusters Score -2867190 nChanged 33
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	Iteration 228Q: 3 clusters Score -2867151 nChanged 31
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	Iteration 229Q: 3 clusters Score -2867101 nChanged 30
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	Iteration 230Q: 3 clusters Score -2867040 nChanged 18
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	Iteration 231Q: 3 clusters Score -2867200 nChanged 30
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	Iteration 232Q: 3 clusters Score -2867201 nChanged 23
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	Iteration 233Q: 3 clusters Score -2867052 nChanged 21
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	Iteration 234Q: 3 clusters Score -2867138 nChanged 26
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	Iteration 235Q: 3 clusters Score -2867151 nChanged 26
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	Iteration 236Q: 3 clusters Score -2867188 nChanged 27
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	Iteration 237Q: 3 clusters Score -2867132 nChanged 25
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	Iteration 238Q: 3 clusters Score -2867101 nChanged 26
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	Iteration 239Q: 3 clusters Score -2867183 nChanged 17
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	Iteration 240F: 3 clusters Score -2867148 nChanged 23
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	Iteration 241Q: 3 clusters Score -2867096 nChanged 18
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	Iteration 242Q: 3 clusters Score -2867040 nChanged 26
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	Iteration 243Q: 3 clusters Score -2867193 nChanged 26
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	Iteration 244Q: 3 clusters Score -2867186 nChanged 26
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	Iteration 245Q: 3 clusters Score -2867148 nChanged 22
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	Iteration 246Q: 3 clusters Score -2867180 nChanged 24
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	Iteration 247Q: 3 clusters Score -2867196 nChanged 22
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	Iteration 248Q: 3 clusters Score -2867148 nChanged 25
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	Iteration 249Q: 3 clusters Score -2867216 nChanged 28
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	Iteration 250Q: 3 clusters Score -2867140 nChanged 22
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	Iteration 251Q: 3 clusters Score -2867126 nChanged 19
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	Iteration 252Q: 3 clusters Score -2867177 nChanged 30
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	Iteration 253Q: 3 clusters Score -2867152 nChanged 25
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	Iteration 254Q: 3 clusters Score -2867122 nChanged 28
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	Iteration 255Q: 3 clusters Score -2867132 nChanged 23
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	Iteration 256Q: 3 clusters Score -2867225 nChanged 17
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	Iteration 257Q: 3 clusters Score -2867206 nChanged 21
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	Iteration 258Q: 3 clusters Score -2867138 nChanged 32
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	Iteration 259Q: 3 clusters Score -2867177 nChanged 34
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	Iteration 260F: 3 clusters Score -2867210 nChanged 17
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	Iteration 261Q: 3 clusters Score -2867195 nChanged 16
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	Iteration 262Q: 3 clusters Score -2867174 nChanged 19
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	Iteration 263Q: 3 clusters Score -2867218 nChanged 29
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	Iteration 264Q: 3 clusters Score -2867112 nChanged 28
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	Iteration 265Q: 3 clusters Score -2867066 nChanged 27
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	Iteration 266Q: 3 clusters Score -2867155 nChanged 28
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	Iteration 267Q: 3 clusters Score -2867047 nChanged 31
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	Iteration 268Q: 3 clusters Score -2867130 nChanged 32
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	Iteration 269Q: 3 clusters Score -2867146 nChanged 21
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	Iteration 270Q: 3 clusters Score -2867206 nChanged 26
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	Iteration 271Q: 3 clusters Score -2867164 nChanged 30
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	Iteration 272Q: 3 clusters Score -2867178 nChanged 21
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	Iteration 273Q: 3 clusters Score -2867174 nChanged 28
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	Iteration 274Q: 3 clusters Score -2867114 nChanged 23
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	Iteration 275Q: 3 clusters Score -2867098 nChanged 23
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	Iteration 276Q: 3 clusters Score -2867168 nChanged 30
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	Iteration 277Q: 3 clusters Score -2867069 nChanged 26
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	Iteration 278Q: 3 clusters Score -2867152 nChanged 24
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	Iteration 279Q: 3 clusters Score -2867114 nChanged 22
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	Iteration 280F: 3 clusters Score -2867169 nChanged 22
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	Iteration 281Q: 3 clusters Score -2867136 nChanged 24
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	Iteration 282Q: 3 clusters Score -2867056 nChanged 32
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	Iteration 283Q: 3 clusters Score -2867165 nChanged 20
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	Iteration 284Q: 3 clusters Score -2867201 nChanged 13
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Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -2867100 nChanged 20
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	Iteration 286Q: 3 clusters Score -2867102 nChanged 31
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	Iteration 287Q: 3 clusters Score -2867166 nChanged 23
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	Iteration 288Q: 3 clusters Score -2867118 nChanged 17
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	Iteration 289Q: 3 clusters Score -2867183 nChanged 16
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	Iteration 290Q: 3 clusters Score -2867197 nChanged 19
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	Iteration 291Q: 3 clusters Score -2867184 nChanged 19
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	Iteration 292Q: 3 clusters Score -2867133 nChanged 20
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	Iteration 293Q: 3 clusters Score -2867170 nChanged 20
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	Iteration 294Q: 3 clusters Score -2867222 nChanged 21
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	Iteration 295Q: 3 clusters Score -2867198 nChanged 20
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	Iteration 296Q: 3 clusters Score -2867130 nChanged 23
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	Iteration 297Q: 3 clusters Score -2867100 nChanged 17
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	Iteration 298Q: 3 clusters Score -2867207 nChanged 23
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	Iteration 299Q: 3 clusters Score -2867160 nChanged 20
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	Iteration 300F: 3 clusters Score -2867132 nChanged 28
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	Iteration 301Q: 3 clusters Score -2867185 nChanged 32
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	Iteration 302Q: 3 clusters Score -2867017 nChanged 24
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	Iteration 303Q: 3 clusters Score -2867126 nChanged 31
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	Iteration 304Q: 3 clusters Score -2867042 nChanged 24
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	Iteration 305Q: 3 clusters Score -2867181 nChanged 26
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	Iteration 306Q: 3 clusters Score -2867116 nChanged 19
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	Iteration 307Q: 3 clusters Score -2867104 nChanged 11
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	Iteration 308Q: 3 clusters Score -2867120 nChanged 35
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	Iteration 309Q: 3 clusters Score -2867139 nChanged 25
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	Iteration 310Q: 3 clusters Score -2867127 nChanged 31
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	Iteration 311Q: 3 clusters Score -2867063 nChanged 24
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	Iteration 312Q: 3 clusters Score -2867164 nChanged 27
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	Iteration 313Q: 3 clusters Score -2867187 nChanged 24
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	Iteration 314Q: 3 clusters Score -2867137 nChanged 25
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	Iteration 315Q: 3 clusters Score -2867138 nChanged 17
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	Iteration 316Q: 3 clusters Score -2867126 nChanged 28
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	Iteration 317Q: 3 clusters Score -2867080 nChanged 39
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	Iteration 318Q: 3 clusters Score -2867119 nChanged 25
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	Iteration 319Q: 3 clusters Score -2867209 nChanged 16
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	Iteration 320F: 3 clusters Score -2867078 nChanged 33
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	Iteration 321Q: 3 clusters Score -2867132 nChanged 31
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	Iteration 322Q: 3 clusters Score -2867132 nChanged 20
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	Iteration 323Q: 3 clusters Score -2867070 nChanged 27
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	Iteration 324Q: 3 clusters Score -2867101 nChanged 26
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	Iteration 325Q: 3 clusters Score -2867185 nChanged 20
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	Iteration 326Q: 3 clusters Score -2867123 nChanged 30
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	Iteration 327Q: 3 clusters Score -2867197 nChanged 32
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	Iteration 328Q: 3 clusters Score -2867099 nChanged 35
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	Iteration 329Q: 3 clusters Score -2867003 nChanged 44
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	Iteration 330Q: 3 clusters Score -2867222 nChanged 22
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	Iteration 331Q: 3 clusters Score -2867173 nChanged 13
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	Iteration 332Q: 3 clusters Score -2867119 nChanged 26
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	Iteration 333Q: 3 clusters Score -2867081 nChanged 34
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	Iteration 334Q: 3 clusters Score -2867174 nChanged 31
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	Iteration 335Q: 3 clusters Score -2867167 nChanged 23
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	Iteration 336Q: 3 clusters Score -2867058 nChanged 35
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	Iteration 337Q: 3 clusters Score -2867206 nChanged 28
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	Iteration 338Q: 3 clusters Score -2867153 nChanged 31
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	Iteration 339Q: 3 clusters Score -2867221 nChanged 18
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	Iteration 340F: 3 clusters Score -2867194 nChanged 23
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	Iteration 341Q: 3 clusters Score -2867241 nChanged 28
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	Iteration 342Q: 3 clusters Score -2867142 nChanged 28
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	Iteration 343Q: 3 clusters Score -2867155 nChanged 28
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	Iteration 344Q: 3 clusters Score -2867043 nChanged 37
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	Iteration 345Q: 3 clusters Score -2867144 nChanged 40
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	Iteration 346Q: 3 clusters Score -2867161 nChanged 26
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	Iteration 347Q: 3 clusters Score -2867231 nChanged 23
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	Iteration 348Q: 3 clusters Score -2867133 nChanged 26
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	Iteration 349Q: 3 clusters Score -2867149 nChanged 22
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	Iteration 350Q: 3 clusters Score -2867093 nChanged 28
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	Iteration 351Q: 3 clusters Score -2867200 nChanged 37
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	Iteration 352Q: 3 clusters Score -2867224 nChanged 23
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	Iteration 353Q: 3 clusters Score -2867230 nChanged 23
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	Iteration 354Q: 3 clusters Score -2867153 nChanged 20
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	Iteration 355Q: 3 clusters Score -2867215 nChanged 24
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	Iteration 356Q: 3 clusters Score -2867149 nChanged 29
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	Iteration 357Q: 3 clusters Score -2867163 nChanged 20
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	Iteration 358Q: 3 clusters Score -2867134 nChanged 26
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	Iteration 359Q: 3 clusters Score -2867116 nChanged 22
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	Iteration 360F: 3 clusters Score -2867108 nChanged 24
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	Iteration 361Q: 3 clusters Score -2867210 nChanged 26
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	Iteration 362Q: 3 clusters Score -2867185 nChanged 20
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	Iteration 363Q: 3 clusters Score -2867160 nChanged 23
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	Iteration 364Q: 3 clusters Score -2867160 nChanged 30
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	Iteration 365Q: 3 clusters Score -2867177 nChanged 23
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	Iteration 366Q: 3 clusters Score -2867086 nChanged 24
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	Iteration 367Q: 3 clusters Score -2867146 nChanged 25
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	Iteration 368Q: 3 clusters Score -2867155 nChanged 22
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	Iteration 369Q: 3 clusters Score -2867170 nChanged 21
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	Iteration 370Q: 3 clusters Score -2867178 nChanged 18
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	Iteration 371Q: 3 clusters Score -2867096 nChanged 24
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	Iteration 372Q: 3 clusters Score -2867184 nChanged 21
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	Iteration 373Q: 3 clusters Score -2867040 nChanged 35
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	Iteration 374Q: 3 clusters Score -2867116 nChanged 34
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	Iteration 375Q: 3 clusters Score -2867126 nChanged 23
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	Iteration 376Q: 3 clusters Score -2867128 nChanged 20
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	Iteration 377Q: 3 clusters Score -2867091 nChanged 20
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	Iteration 378Q: 3 clusters Score -2867166 nChanged 22
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	Iteration 380F: 3 clusters Score -2867091 nChanged 27
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	Iteration 381Q: 3 clusters Score -2867110 nChanged 32
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	Iteration 382Q: 3 clusters Score -2867081 nChanged 29
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	Iteration 383Q: 3 clusters Score -2866995 nChanged 33
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	Iteration 385Q: 3 clusters Score -2867114 nChanged 40
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	Iteration 386Q: 3 clusters Score -2867185 nChanged 38
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	Iteration 387Q: 3 clusters Score -2867073 nChanged 31
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	Iteration 389Q: 3 clusters Score -2867183 nChanged 30
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	Iteration 390Q: 3 clusters Score -2867239 nChanged 20
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	Iteration 391Q: 3 clusters Score -2867226 nChanged 31
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	Iteration 392Q: 3 clusters Score -2867216 nChanged 23
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	Iteration 393Q: 3 clusters Score -2867138 nChanged 28
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	Iteration 394Q: 3 clusters Score -2867102 nChanged 26
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	Iteration 395Q: 3 clusters Score -2867201 nChanged 29
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	Iteration 397Q: 3 clusters Score -2867138 nChanged 19
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	Iteration 400F: 3 clusters Score -2867145 nChanged 33
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	Iteration 401Q: 3 clusters Score -2867086 nChanged 23
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	Iteration 406Q: 3 clusters Score -2867160 nChanged 25
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	Iteration 412Q: 3 clusters Score -2867125 nChanged 16
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	Iteration 414Q: 3 clusters Score -2867072 nChanged 15
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	Iteration 415Q: 3 clusters Score -2867177 nChanged 23
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	Iteration 416Q: 3 clusters Score -2867069 nChanged 22
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	Iteration 420F: 3 clusters Score -2867114 nChanged 31
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	Iteration 425Q: 3 clusters Score -2866978 nChanged 42
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	Iteration 426Q: 3 clusters Score -2867122 nChanged 35
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	Iteration 427Q: 3 clusters Score -2867170 nChanged 20
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	Iteration 428Q: 3 clusters Score -2867128 nChanged 19
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	Iteration 429Q: 3 clusters Score -2867165 nChanged 27
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	Iteration 430Q: 3 clusters Score -2867116 nChanged 25
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	Iteration 431Q: 3 clusters Score -2867115 nChanged 21
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	Iteration 432Q: 3 clusters Score -2867154 nChanged 21
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	Iteration 433Q: 3 clusters Score -2867138 nChanged 22
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	Iteration 434Q: 3 clusters Score -2867181 nChanged 32
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	Iteration 435Q: 3 clusters Score -2867183 nChanged 20
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	Iteration 436Q: 3 clusters Score -2867184 nChanged 18
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	Iteration 437Q: 3 clusters Score -2867218 nChanged 26
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	Iteration 438Q: 3 clusters Score -2867140 nChanged 32
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	Iteration 439Q: 3 clusters Score -2867051 nChanged 21
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	Iteration 440F: 3 clusters Score -2867098 nChanged 33
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	Iteration 441Q: 3 clusters Score -2867169 nChanged 25
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	Iteration 442Q: 3 clusters Score -2867158 nChanged 14
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	Iteration 443Q: 3 clusters Score -2867156 nChanged 27
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	Iteration 444Q: 3 clusters Score -2867152 nChanged 27
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	Iteration 445Q: 3 clusters Score -2867100 nChanged 26
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	Iteration 446Q: 3 clusters Score -2867132 nChanged 17
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	Iteration 447Q: 3 clusters Score -2867201 nChanged 21
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	Iteration 448Q: 3 clusters Score -2867066 nChanged 33
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	Iteration 449Q: 3 clusters Score -2867180 nChanged 27
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	Iteration 450Q: 3 clusters Score -2867212 nChanged 28
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	Iteration 451Q: 3 clusters Score -2867215 nChanged 30
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	Iteration 452Q: 3 clusters Score -2867230 nChanged 28
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	Iteration 453Q: 3 clusters Score -2867170 nChanged 19
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	Iteration 454Q: 3 clusters Score -2867209 nChanged 19
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	Iteration 455Q: 3 clusters Score -2867190 nChanged 23
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	Iteration 456Q: 3 clusters Score -2867148 nChanged 31
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	Iteration 457Q: 3 clusters Score -2867199 nChanged 17
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	Iteration 458Q: 3 clusters Score -2867202 nChanged 13
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	Iteration 459Q: 3 clusters Score -2867156 nChanged 20
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	Iteration 460F: 3 clusters Score -2867174 nChanged 17
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	Iteration 461Q: 3 clusters Score -2867138 nChanged 28
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	Iteration 462Q: 3 clusters Score -2867126 nChanged 22
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	Iteration 463Q: 3 clusters Score -2867070 nChanged 25
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	Iteration 464Q: 3 clusters Score -2867085 nChanged 19
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	Iteration 465Q: 3 clusters Score -2867174 nChanged 23
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	Iteration 466Q: 3 clusters Score -2867168 nChanged 20
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	Iteration 467Q: 3 clusters Score -2867118 nChanged 30
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	Iteration 468Q: 3 clusters Score -2867069 nChanged 34
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	Iteration 469Q: 3 clusters Score -2867099 nChanged 26
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	Iteration 470Q: 3 clusters Score -2867221 nChanged 28
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	Iteration 471Q: 3 clusters Score -2867078 nChanged 23
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Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2867108.000000 Penalty: 4876.907227
	Iteration 472Q: 3 clusters Score -2867108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2867172.750000 Penalty: 4876.907227
	Iteration 473Q: 3 clusters Score -2867173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2867030.500000 Penalty: 4876.907227
	Iteration 474Q: 3 clusters Score -2867030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2867143.750000 Penalty: 4876.907227
	Iteration 475Q: 3 clusters Score -2867144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2867142.250000 Penalty: 4876.907227
	Iteration 476Q: 3 clusters Score -2867142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2867179.250000 Penalty: 4876.907227
	Iteration 477Q: 3 clusters Score -2867179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2867108.250000 Penalty: 4876.907227
	Iteration 478Q: 3 clusters Score -2867108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2867176.750000 Penalty: 4876.907227
	Iteration 479Q: 3 clusters Score -2867177 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2867094.250000 Penalty: 4876.907227
	Iteration 480F: 3 clusters Score -2867094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2867185.000000 Penalty: 4876.907227
	Iteration 481Q: 3 clusters Score -2867185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2867178.750000 Penalty: 4876.907227
	Iteration 482Q: 3 clusters Score -2867179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2867217.750000 Penalty: 4876.907227
	Iteration 483Q: 3 clusters Score -2867218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2867152.750000 Penalty: 4876.907227
	Iteration 484Q: 3 clusters Score -2867153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2867132.500000 Penalty: 4876.907227
	Iteration 485Q: 3 clusters Score -2867132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2867221.250000 Penalty: 4876.907227
	Iteration 486Q: 3 clusters Score -2867221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2867167.500000 Penalty: 4876.907227
	Iteration 487Q: 3 clusters Score -2867168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2867136.250000 Penalty: 4876.907227
	Iteration 488Q: 3 clusters Score -2867136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2867148.750000 Penalty: 4876.907227
	Iteration 489Q: 3 clusters Score -2867149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2867198.500000 Penalty: 4876.907227
	Iteration 490Q: 3 clusters Score -2867198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2867173.000000 Penalty: 4876.907227
	Iteration 491Q: 3 clusters Score -2867173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2867056.250000 Penalty: 4876.907227
	Iteration 492Q: 3 clusters Score -2867056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2867137.000000 Penalty: 4876.907227
	Iteration 493Q: 3 clusters Score -2867137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2867145.750000 Penalty: 4876.907227
	Iteration 494Q: 3 clusters Score -2867146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2867197.750000 Penalty: 4876.907227
	Iteration 495Q: 3 clusters Score -2867198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2867216.000000 Penalty: 4876.907227
	Iteration 496Q: 3 clusters Score -2867216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2867228.000000 Penalty: 4876.907227
	Iteration 497Q: 3 clusters Score -2867228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2867112.750000 Penalty: 4876.907227
	Iteration 498Q: 3 clusters Score -2867113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2867203.750000 Penalty: 4876.907227
	Iteration 499Q: 3 clusters Score -2867204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2867119.000000 Penalty: 4876.907227
	Iteration 500F: 3 clusters Score -2867119 nChanged 29
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 15984 members 
Mstep: Class 10 contains 29953 members 
Mstep: Class 11 contains 16001 members 
Mstep: Class 12 contains 135009 members 
Mstep: Class 13 contains 52210 members 
Mstep: Class 14 contains 47607 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 46435 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 16289 members 
Entering Unmasked Estep 
Score: -154076928.000000 Penalty: 94332.914062
Splitting cluster 7 changes total score from -153987968.000000 to -154076928.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (15984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Entering Unmasked Estep 
Score: -1809898.750000 Penalty: 2400.477051
	Iteration 0F: 2 clusters Score -1809899 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 7966 members 
Entering Unmasked Estep 
Score: -1798427.875000 Penalty: 4800.954102
	Iteration 0F: 3 clusters Score -1798428 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1803086.875000 Penalty: 4800.954102
	Iteration 1F: 3 clusters Score -1803087 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1804807.250000 Penalty: 4800.954102
	Iteration 2F: 3 clusters Score -1804807 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1808038.250000 Penalty: 4800.954102
	Iteration 3F: 3 clusters Score -1808038 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1814029.500000 Penalty: 4800.954102
	Iteration 4F: 3 clusters Score -1814030 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1820415.750000 Penalty: 4800.954102
	Iteration 5F: 3 clusters Score -1820416 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1822565.875000 Penalty: 4800.954102
	Iteration 6F: 3 clusters Score -1822566 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1823051.250000 Penalty: 4800.954102
	Iteration 7Q: 3 clusters Score -1823051 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1823378.625000 Penalty: 4800.954102
	Iteration 8Q: 3 clusters Score -1823379 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1823666.000000 Penalty: 4800.954102
	Iteration 9Q: 3 clusters Score -1823666 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1823861.000000 Penalty: 4800.954102
	Iteration 10Q: 3 clusters Score -1823861 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1823989.750000 Penalty: 4800.954102
	Iteration 11Q: 3 clusters Score -1823990 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1824074.250000 Penalty: 4800.954102
	Iteration 12Q: 3 clusters Score -1824074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1824146.000000 Penalty: 4800.954102
	Iteration 13Q: 3 clusters Score -1824146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1824177.375000 Penalty: 4800.954102
	Iteration 14Q: 3 clusters Score -1824177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1824189.875000 Penalty: 4800.954102
	Iteration 15Q: 3 clusters Score -1824190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1824199.875000 Penalty: 4800.954102
	Iteration 16Q: 3 clusters Score -1824200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1824203.875000 Penalty: 4800.954102
	Iteration 17Q: 3 clusters Score -1824204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1824206.125000 Penalty: 4800.954102
	Iteration 18Q: 3 clusters Score -1824206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1824206.125000 Penalty: 4800.954102
	Iteration 19Q: 3 clusters Score -1824206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1824206.750000 Penalty: 4800.954102
	Iteration 20F: 3 clusters Score -1824207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1824207.000000 Penalty: 4800.954102
	Iteration 21Q: 3 clusters Score -1824207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1824203.625000 Penalty: 4800.954102
	Iteration 22Q: 3 clusters Score -1824204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1824203.625000 Penalty: 4800.954102
	Iteration 23F: 3 clusters Score -1824204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 29953 members 
Mstep: Class 11 contains 16001 members 
Mstep: Class 12 contains 135009 members 
Mstep: Class 13 contains 52210 members 
Mstep: Class 14 contains 47607 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 46435 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 16289 members 
Mstep: Class 28 contains 6170 members 
Entering Unmasked Estep 
Score: -154089024.000000 Penalty: 97826.726562
Splitting cluster 9 changes total score from -153987968.000000 to -154089024.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (29953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Entering Unmasked Estep 
Score: -3445109.750000 Penalty: 2556.231445
	Iteration 0F: 2 clusters Score -3445110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3424658.000000 Penalty: 5112.462891
	Iteration 0F: 3 clusters Score -3424658 nChanged 13573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3434609.000000 Penalty: 5112.462891
	Iteration 1F: 3 clusters Score -3434609 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3439267.500000 Penalty: 5112.462891
	Iteration 2F: 3 clusters Score -3439268 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -3443647.750000 Penalty: 5112.462891
	Iteration 3F: 3 clusters Score -3443648 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3447290.250000 Penalty: 5112.462891
	Iteration 4F: 3 clusters Score -3447290 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3450140.250000 Penalty: 5112.462891
	Iteration 5F: 3 clusters Score -3450140 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -3452686.500000 Penalty: 5112.462891
	Iteration 6F: 3 clusters Score -3452686 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -3453860.250000 Penalty: 5112.462891
	Iteration 7Q: 3 clusters Score -3453860 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3454532.500000 Penalty: 5112.462891
	Iteration 8Q: 3 clusters Score -3454532 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -3455020.250000 Penalty: 5112.462891
	Iteration 9Q: 3 clusters Score -3455020 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3455366.000000 Penalty: 5112.462891
	Iteration 10Q: 3 clusters Score -3455366 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3455580.000000 Penalty: 5112.462891
	Iteration 11Q: 3 clusters Score -3455580 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3455768.250000 Penalty: 5112.462891
	Iteration 12Q: 3 clusters Score -3455768 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3455994.250000 Penalty: 5112.462891
	Iteration 13Q: 3 clusters Score -3455994 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3456245.000000 Penalty: 5112.462891
	Iteration 14Q: 3 clusters Score -3456245 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3456568.250000 Penalty: 5112.462891
	Iteration 15Q: 3 clusters Score -3456568 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3456944.000000 Penalty: 5112.462891
	Iteration 16Q: 3 clusters Score -3456944 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -3457343.750000 Penalty: 5112.462891
	Iteration 17Q: 3 clusters Score -3457344 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3457674.000000 Penalty: 5112.462891
	Iteration 18Q: 3 clusters Score -3457674 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3457838.750000 Penalty: 5112.462891
	Iteration 19Q: 3 clusters Score -3457839 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3457923.750000 Penalty: 5112.462891
	Iteration 20F: 3 clusters Score -3457924 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3457950.750000 Penalty: 5112.462891
	Iteration 21Q: 3 clusters Score -3457951 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3457967.000000 Penalty: 5112.462891
	Iteration 22Q: 3 clusters Score -3457967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -3457967.000000 Penalty: 5112.462891
	Iteration 23Q: 3 clusters Score -3457967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3457976.500000 Penalty: 5112.462891
	Iteration 24Q: 3 clusters Score -3457976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3457980.500000 Penalty: 5112.462891
	Iteration 25Q: 3 clusters Score -3457980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3457985.250000 Penalty: 5112.462891
	Iteration 26Q: 3 clusters Score -3457985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3457986.500000 Penalty: 5112.462891
	Iteration 27Q: 3 clusters Score -3457986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -3457985.750000 Penalty: 5112.462891
	Iteration 28Q: 3 clusters Score -3457986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3457982.250000 Penalty: 5112.462891
	Iteration 29Q: 3 clusters Score -3457982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -3457978.500000 Penalty: 5112.462891
	Iteration 30Q: 3 clusters Score -3457978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -3457977.250000 Penalty: 5112.462891
	Iteration 31Q: 3 clusters Score -3457977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -3457977.250000 Penalty: 5112.462891
	Iteration 32F: 3 clusters Score -3457977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 16001 members 
Mstep: Class 12 contains 135009 members 
Mstep: Class 13 contains 52210 members 
Mstep: Class 14 contains 47607 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 46435 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 16289 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 22584 members 
Entering Unmasked Estep 
Score: -154100416.000000 Penalty: 101320.539062
Splitting cluster 10 changes total score from -153987968.000000 to -154100416.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (16001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Entering Unmasked Estep 
Score: -1811839.250000 Penalty: 2400.740723
	Iteration 0F: 2 clusters Score -1811839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1800533.125000 Penalty: 4801.481445
	Iteration 0F: 3 clusters Score -1800533 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1804953.875000 Penalty: 4801.481445
	Iteration 1F: 3 clusters Score -1804954 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1805823.625000 Penalty: 4801.481445
	Iteration 2F: 3 clusters Score -1805824 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1806560.500000 Penalty: 4801.481445
	Iteration 3F: 3 clusters Score -1806560 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1807326.500000 Penalty: 4801.481445
	Iteration 4F: 3 clusters Score -1807326 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1808224.250000 Penalty: 4801.481445
	Iteration 5F: 3 clusters Score -1808224 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1809235.750000 Penalty: 4801.481445
	Iteration 6F: 3 clusters Score -1809236 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1810332.875000 Penalty: 4801.481445
	Iteration 7F: 3 clusters Score -1810333 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1811526.250000 Penalty: 4801.481445
	Iteration 8F: 3 clusters Score -1811526 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1812814.125000 Penalty: 4801.481445
	Iteration 9F: 3 clusters Score -1812814 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1814076.250000 Penalty: 4801.481445
	Iteration 10F: 3 clusters Score -1814076 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1814894.875000 Penalty: 4801.481445
	Iteration 11Q: 3 clusters Score -1814895 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1815307.500000 Penalty: 4801.481445
	Iteration 12Q: 3 clusters Score -1815308 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1815541.125000 Penalty: 4801.481445
	Iteration 13Q: 3 clusters Score -1815541 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1815661.125000 Penalty: 4801.481445
	Iteration 14Q: 3 clusters Score -1815661 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1815736.000000 Penalty: 4801.481445
	Iteration 15Q: 3 clusters Score -1815736 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1815777.500000 Penalty: 4801.481445
	Iteration 16Q: 3 clusters Score -1815778 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1815794.500000 Penalty: 4801.481445
	Iteration 17Q: 3 clusters Score -1815794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1815809.875000 Penalty: 4801.481445
	Iteration 18Q: 3 clusters Score -1815810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1815818.500000 Penalty: 4801.481445
	Iteration 19Q: 3 clusters Score -1815818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1815850.625000 Penalty: 4801.481445
	Iteration 20F: 3 clusters Score -1815851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1815888.750000 Penalty: 4801.481445
	Iteration 21Q: 3 clusters Score -1815889 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1815945.750000 Penalty: 4801.481445
	Iteration 22Q: 3 clusters Score -1815946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1816088.750000 Penalty: 4801.481445
	Iteration 23Q: 3 clusters Score -1816089 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1816199.375000 Penalty: 4801.481445
	Iteration 24Q: 3 clusters Score -1816199 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1816241.625000 Penalty: 4801.481445
	Iteration 25Q: 3 clusters Score -1816242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1816264.875000 Penalty: 4801.481445
	Iteration 26Q: 3 clusters Score -1816265 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1816281.875000 Penalty: 4801.481445
	Iteration 27Q: 3 clusters Score -1816282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1816294.000000 Penalty: 4801.481445
	Iteration 28Q: 3 clusters Score -1816294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1816301.375000 Penalty: 4801.481445
	Iteration 29Q: 3 clusters Score -1816301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1816320.125000 Penalty: 4801.481445
	Iteration 30Q: 3 clusters Score -1816320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1816342.625000 Penalty: 4801.481445
	Iteration 31Q: 3 clusters Score -1816343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1816371.625000 Penalty: 4801.481445
	Iteration 32Q: 3 clusters Score -1816372 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1816406.125000 Penalty: 4801.481445
	Iteration 33Q: 3 clusters Score -1816406 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1816475.000000 Penalty: 4801.481445
	Iteration 34Q: 3 clusters Score -1816475 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1816545.250000 Penalty: 4801.481445
	Iteration 35Q: 3 clusters Score -1816545 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1816580.500000 Penalty: 4801.481445
	Iteration 36Q: 3 clusters Score -1816580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1816593.375000 Penalty: 4801.481445
	Iteration 37Q: 3 clusters Score -1816593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1816596.125000 Penalty: 4801.481445
	Iteration 38Q: 3 clusters Score -1816596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1816599.750000 Penalty: 4801.481445
	Iteration 39Q: 3 clusters Score -1816600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1816599.875000 Penalty: 4801.481445
	Iteration 40F: 3 clusters Score -1816600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1816601.875000 Penalty: 4801.481445
	Iteration 41Q: 3 clusters Score -1816602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1816602.125000 Penalty: 4801.481445
	Iteration 42Q: 3 clusters Score -1816602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1816602.125000 Penalty: 4801.481445
	Iteration 43F: 3 clusters Score -1816602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 135009 members 
Mstep: Class 13 contains 52210 members 
Mstep: Class 14 contains 47607 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 46435 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 16289 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 22584 members 
Mstep: Class 30 contains 10695 members 
Entering Unmasked Estep 
Score: -154105584.000000 Penalty: 104814.351562
Splitting cluster 11 changes total score from -153987968.000000 to -154105584.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (135009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135009 members 
Entering Unmasked Estep 
Score: -16265031.000000 Penalty: 2929.647949
	Iteration 0F: 2 clusters Score -1.626503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67581 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -16174980.000000 Penalty: 5859.295898
	Iteration 0F: 3 clusters Score -1.617498e+07 nChanged 64415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 67423 members 
Entering Unmasked Estep 
Score: -16211995.000000 Penalty: 5859.295898
	Iteration 1F: 3 clusters Score -1.6212e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 67229 members 
Entering Unmasked Estep 
Score: -16213038.000000 Penalty: 5859.295898
	Iteration 2Q: 3 clusters Score -1.621304e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -16214565.000000 Penalty: 5859.295898
	Iteration 3Q: 3 clusters Score -1.621456e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -16216867.000000 Penalty: 5859.295898
	Iteration 4Q: 3 clusters Score -1.621687e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -16220960.000000 Penalty: 5859.295898
	Iteration 5Q: 3 clusters Score -1.622096e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -16227785.000000 Penalty: 5859.295898
	Iteration 6F: 3 clusters Score -1.622778e+07 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -16238490.000000 Penalty: 5859.295898
	Iteration 7F: 3 clusters Score -1.623849e+07 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81900 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -16250061.000000 Penalty: 5859.295898
	Iteration 8F: 3 clusters Score -1.625006e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87359 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -16258868.000000 Penalty: 5859.295898
	Iteration 9F: 3 clusters Score -1.625887e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91133 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -16264556.000000 Penalty: 5859.295898
	Iteration 10Q: 3 clusters Score -1.626456e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -16267209.000000 Penalty: 5859.295898
	Iteration 11Q: 3 clusters Score -1.626721e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -16268563.000000 Penalty: 5859.295898
	Iteration 12Q: 3 clusters Score -1.626856e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97485 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -16269302.000000 Penalty: 5859.295898
	Iteration 13Q: 3 clusters Score -1.62693e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98770 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -16269705.000000 Penalty: 5859.295898
	Iteration 14Q: 3 clusters Score -1.62697e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99824 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -16269916.000000 Penalty: 5859.295898
	Iteration 15Q: 3 clusters Score -1.626992e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100671 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -16270129.000000 Penalty: 5859.295898
	Iteration 16Q: 3 clusters Score -1.627013e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101357 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -16270231.000000 Penalty: 5859.295898
	Iteration 17Q: 3 clusters Score -1.627023e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101972 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -16270391.000000 Penalty: 5859.295898
	Iteration 18Q: 3 clusters Score -1.627039e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -16270431.000000 Penalty: 5859.295898
	Iteration 19Q: 3 clusters Score -1.627043e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -16270498.000000 Penalty: 5859.295898
	Iteration 20F: 3 clusters Score -1.62705e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103348 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -16270494.000000 Penalty: 5859.295898
	Iteration 21Q: 3 clusters Score -1.627049e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -16270483.000000 Penalty: 5859.295898
	Iteration 22Q: 3 clusters Score -1.627048e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -16270480.000000 Penalty: 5859.295898
	Iteration 23Q: 3 clusters Score -1.627048e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104172 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -16270533.000000 Penalty: 5859.295898
	Iteration 24Q: 3 clusters Score -1.627053e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104360 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -16270565.000000 Penalty: 5859.295898
	Iteration 25Q: 3 clusters Score -1.627056e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104527 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -16270577.000000 Penalty: 5859.295898
	Iteration 26Q: 3 clusters Score -1.627058e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104668 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -16270581.000000 Penalty: 5859.295898
	Iteration 27Q: 3 clusters Score -1.627058e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104784 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -16270581.000000 Penalty: 5859.295898
	Iteration 28Q: 3 clusters Score -1.627058e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104885 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -16270587.000000 Penalty: 5859.295898
	Iteration 29Q: 3 clusters Score -1.627059e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104992 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -16270581.000000 Penalty: 5859.295898
	Iteration 30Q: 3 clusters Score -1.627058e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105071 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -16270569.000000 Penalty: 5859.295898
	Iteration 31Q: 3 clusters Score -1.627057e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105126 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -16270574.000000 Penalty: 5859.295898
	Iteration 32Q: 3 clusters Score -1.627057e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105163 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -16270577.000000 Penalty: 5859.295898
	Iteration 33Q: 3 clusters Score -1.627058e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -16270601.000000 Penalty: 5859.295898
	Iteration 34Q: 3 clusters Score -1.62706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105225 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -16270621.000000 Penalty: 5859.295898
	Iteration 35Q: 3 clusters Score -1.627062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105245 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -16270621.000000 Penalty: 5859.295898
	Iteration 36Q: 3 clusters Score -1.627062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -16270639.000000 Penalty: 5859.295898
	Iteration 37Q: 3 clusters Score -1.627064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105277 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -16270650.000000 Penalty: 5859.295898
	Iteration 38Q: 3 clusters Score -1.627065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105290 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -16270636.000000 Penalty: 5859.295898
	Iteration 39Q: 3 clusters Score -1.627064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105301 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -16270633.000000 Penalty: 5859.295898
	Iteration 40F: 3 clusters Score -1.627063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105309 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -16270626.000000 Penalty: 5859.295898
	Iteration 41Q: 3 clusters Score -1.627063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105319 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -16270629.000000 Penalty: 5859.295898
	Iteration 42Q: 3 clusters Score -1.627063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105327 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -16270624.000000 Penalty: 5859.295898
	Iteration 43Q: 3 clusters Score -1.627062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105333 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -16270622.000000 Penalty: 5859.295898
	Iteration 44Q: 3 clusters Score -1.627062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105338 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -16270618.000000 Penalty: 5859.295898
	Iteration 45Q: 3 clusters Score -1.627062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105345 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -16270627.000000 Penalty: 5859.295898
	Iteration 46Q: 3 clusters Score -1.627063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -16270630.000000 Penalty: 5859.295898
	Iteration 47Q: 3 clusters Score -1.627063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -16270619.000000 Penalty: 5859.295898
	Iteration 48Q: 3 clusters Score -1.627062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105357 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -16270617.000000 Penalty: 5859.295898
	Iteration 49Q: 3 clusters Score -1.627062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105358 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -16270619.000000 Penalty: 5859.295898
	Iteration 50Q: 3 clusters Score -1.627062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -16270620.000000 Penalty: 5859.295898
	Iteration 51Q: 3 clusters Score -1.627062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105362 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -16270619.000000 Penalty: 5859.295898
	Iteration 52Q: 3 clusters Score -1.627062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105364 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -16270620.000000 Penalty: 5859.295898
	Iteration 53Q: 3 clusters Score -1.627062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105365 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -16270617.000000 Penalty: 5859.295898
	Iteration 54Q: 3 clusters Score -1.627062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -16270618.000000 Penalty: 5859.295898
	Iteration 55Q: 3 clusters Score -1.627062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -16270618.000000 Penalty: 5859.295898
	Iteration 56F: 3 clusters Score -1.627062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 105366 members 
Mstep: Class 13 contains 52210 members 
Mstep: Class 14 contains 47607 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 46435 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 16289 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 22584 members 
Mstep: Class 30 contains 10695 members 
Mstep: Class 31 contains 29643 members 
Entering Unmasked Estep 
Score: -154112720.000000 Penalty: 108308.164062
Splitting cluster 12 changes total score from -153987968.000000 to -154112720.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (52210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Entering Unmasked Estep 
Score: -6456296.500000 Penalty: 2694.031250
	Iteration 0F: 2 clusters Score -6456296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -6421139.500000 Penalty: 5388.062500
	Iteration 0F: 3 clusters Score -6421140 nChanged 24155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -6435891.000000 Penalty: 5388.062500
	Iteration 1F: 3 clusters Score -6435891 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -6438970.500000 Penalty: 5388.062500
	Iteration 2F: 3 clusters Score -6438970 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -6444294.500000 Penalty: 5388.062500
	Iteration 3F: 3 clusters Score -6444294 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -6451077.000000 Penalty: 5388.062500
	Iteration 4F: 3 clusters Score -6451077 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -6456056.000000 Penalty: 5388.062500
	Iteration 5F: 3 clusters Score -6456056 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -6458406.000000 Penalty: 5388.062500
	Iteration 6F: 3 clusters Score -6458406 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -6459223.500000 Penalty: 5388.062500
	Iteration 7Q: 3 clusters Score -6459224 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -6459601.500000 Penalty: 5388.062500
	Iteration 8Q: 3 clusters Score -6459602 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -6459806.000000 Penalty: 5388.062500
	Iteration 9Q: 3 clusters Score -6459806 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -6459919.500000 Penalty: 5388.062500
	Iteration 10Q: 3 clusters Score -6459920 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -6460014.500000 Penalty: 5388.062500
	Iteration 11Q: 3 clusters Score -6460014 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -6460131.000000 Penalty: 5388.062500
	Iteration 12Q: 3 clusters Score -6460131 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -6460172.000000 Penalty: 5388.062500
	Iteration 13Q: 3 clusters Score -6460172 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -6460216.000000 Penalty: 5388.062500
	Iteration 14Q: 3 clusters Score -6460216 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -6460275.500000 Penalty: 5388.062500
	Iteration 15Q: 3 clusters Score -6460276 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -6460303.000000 Penalty: 5388.062500
	Iteration 16Q: 3 clusters Score -6460303 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -6460355.500000 Penalty: 5388.062500
	Iteration 17Q: 3 clusters Score -6460356 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -6460397.500000 Penalty: 5388.062500
	Iteration 18Q: 3 clusters Score -6460398 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -6460407.500000 Penalty: 5388.062500
	Iteration 19Q: 3 clusters Score -6460408 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -6460439.500000 Penalty: 5388.062500
	Iteration 20F: 3 clusters Score -6460440 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -6460456.500000 Penalty: 5388.062500
	Iteration 21Q: 3 clusters Score -6460456 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -6460488.500000 Penalty: 5388.062500
	Iteration 22Q: 3 clusters Score -6460488 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -6460502.000000 Penalty: 5388.062500
	Iteration 23Q: 3 clusters Score -6460502 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -6460535.000000 Penalty: 5388.062500
	Iteration 24Q: 3 clusters Score -6460535 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -6460572.500000 Penalty: 5388.062500
	Iteration 25Q: 3 clusters Score -6460572 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -6460599.000000 Penalty: 5388.062500
	Iteration 26Q: 3 clusters Score -6460599 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -6460619.000000 Penalty: 5388.062500
	Iteration 27Q: 3 clusters Score -6460619 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -6460658.500000 Penalty: 5388.062500
	Iteration 28Q: 3 clusters Score -6460658 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -6460702.000000 Penalty: 5388.062500
	Iteration 29Q: 3 clusters Score -6460702 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -6460755.000000 Penalty: 5388.062500
	Iteration 30Q: 3 clusters Score -6460755 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -6460807.000000 Penalty: 5388.062500
	Iteration 31Q: 3 clusters Score -6460807 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -6460872.000000 Penalty: 5388.062500
	Iteration 32Q: 3 clusters Score -6460872 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -6460919.000000 Penalty: 5388.062500
	Iteration 33Q: 3 clusters Score -6460919 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -6461034.000000 Penalty: 5388.062500
	Iteration 34Q: 3 clusters Score -6461034 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -6461127.000000 Penalty: 5388.062500
	Iteration 35Q: 3 clusters Score -6461127 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -6461231.500000 Penalty: 5388.062500
	Iteration 36Q: 3 clusters Score -6461232 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -6461413.000000 Penalty: 5388.062500
	Iteration 37Q: 3 clusters Score -6461413 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -6461577.500000 Penalty: 5388.062500
	Iteration 38Q: 3 clusters Score -6461578 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -6461797.500000 Penalty: 5388.062500
	Iteration 39Q: 3 clusters Score -6461798 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -6461987.000000 Penalty: 5388.062500
	Iteration 40F: 3 clusters Score -6461987 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -6462209.500000 Penalty: 5388.062500
	Iteration 41Q: 3 clusters Score -6462210 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -6462383.500000 Penalty: 5388.062500
	Iteration 42Q: 3 clusters Score -6462384 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -6462520.500000 Penalty: 5388.062500
	Iteration 43Q: 3 clusters Score -6462520 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -6462656.000000 Penalty: 5388.062500
	Iteration 44Q: 3 clusters Score -6462656 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -6462794.500000 Penalty: 5388.062500
	Iteration 45Q: 3 clusters Score -6462794 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -6462970.500000 Penalty: 5388.062500
	Iteration 46Q: 3 clusters Score -6462970 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -6463235.000000 Penalty: 5388.062500
	Iteration 47Q: 3 clusters Score -6463235 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -6463705.500000 Penalty: 5388.062500
	Iteration 48Q: 3 clusters Score -6463706 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -6464494.500000 Penalty: 5388.062500
	Iteration 49Q: 3 clusters Score -6464494 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -6465603.000000 Penalty: 5388.062500
	Iteration 50Q: 3 clusters Score -6465603 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -6466560.500000 Penalty: 5388.062500
	Iteration 51Q: 3 clusters Score -6466560 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -6466983.000000 Penalty: 5388.062500
	Iteration 52Q: 3 clusters Score -6466983 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -6467159.500000 Penalty: 5388.062500
	Iteration 53Q: 3 clusters Score -6467160 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -6467248.500000 Penalty: 5388.062500
	Iteration 54Q: 3 clusters Score -6467248 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -6467256.000000 Penalty: 5388.062500
	Iteration 55Q: 3 clusters Score -6467256 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -6467283.500000 Penalty: 5388.062500
	Iteration 56Q: 3 clusters Score -6467284 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -6467278.500000 Penalty: 5388.062500
	Iteration 57Q: 3 clusters Score -6467278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -6467280.000000 Penalty: 5388.062500
	Iteration 58Q: 3 clusters Score -6467280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -6467271.500000 Penalty: 5388.062500
	Iteration 59Q: 3 clusters Score -6467272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -6467278.500000 Penalty: 5388.062500
	Iteration 60F: 3 clusters Score -6467278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -6467275.500000 Penalty: 5388.062500
	Iteration 61Q: 3 clusters Score -6467276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -6467291.000000 Penalty: 5388.062500
	Iteration 62Q: 3 clusters Score -6467291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -6467287.500000 Penalty: 5388.062500
	Iteration 63Q: 3 clusters Score -6467288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -6467291.500000 Penalty: 5388.062500
	Iteration 64Q: 3 clusters Score -6467292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -6467287.500000 Penalty: 5388.062500
	Iteration 65Q: 3 clusters Score -6467288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -6467291.500000 Penalty: 5388.062500
	Iteration 66Q: 3 clusters Score -6467292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -6467291.500000 Penalty: 5388.062500
	Iteration 67F: 3 clusters Score -6467292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 105366 members 
Mstep: Class 13 contains 36050 members 
Mstep: Class 14 contains 47607 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 46435 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 16289 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 22584 members 
Mstep: Class 30 contains 10695 members 
Mstep: Class 31 contains 29643 members 
Mstep: Class 32 contains 16160 members 
Entering Unmasked Estep 
Score: -154123760.000000 Penalty: 111801.976562
Splitting cluster 13 changes total score from -153987968.000000 to -154123760.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (47607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Entering Unmasked Estep 
Score: -5650797.500000 Penalty: 2671.142334
	Iteration 0F: 2 clusters Score -5650798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -5618623.000000 Penalty: 5342.284668
	Iteration 0F: 3 clusters Score -5618623 nChanged 22062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -5631447.000000 Penalty: 5342.284668
	Iteration 1F: 3 clusters Score -5631447 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -5633170.500000 Penalty: 5342.284668
	Iteration 2F: 3 clusters Score -5633170 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -5636112.000000 Penalty: 5342.284668
	Iteration 3F: 3 clusters Score -5636112 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -5641280.000000 Penalty: 5342.284668
	Iteration 4F: 3 clusters Score -5641280 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -5649072.000000 Penalty: 5342.284668
	Iteration 5F: 3 clusters Score -5649072 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -5657336.000000 Penalty: 5342.284668
	Iteration 6F: 3 clusters Score -5657336 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -5663111.500000 Penalty: 5342.284668
	Iteration 7F: 3 clusters Score -5663112 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -5665992.000000 Penalty: 5342.284668
	Iteration 8Q: 3 clusters Score -5665992 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -5666697.500000 Penalty: 5342.284668
	Iteration 9Q: 3 clusters Score -5666698 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -5666817.000000 Penalty: 5342.284668
	Iteration 10Q: 3 clusters Score -5666817 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -5666879.000000 Penalty: 5342.284668
	Iteration 11Q: 3 clusters Score -5666879 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -5666907.500000 Penalty: 5342.284668
	Iteration 12Q: 3 clusters Score -5666908 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -5666921.000000 Penalty: 5342.284668
	Iteration 13Q: 3 clusters Score -5666921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -5666928.000000 Penalty: 5342.284668
	Iteration 14Q: 3 clusters Score -5666928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -5666922.000000 Penalty: 5342.284668
	Iteration 15Q: 3 clusters Score -5666922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -5666917.500000 Penalty: 5342.284668
	Iteration 16Q: 3 clusters Score -5666918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -5666923.000000 Penalty: 5342.284668
	Iteration 17Q: 3 clusters Score -5666923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -5666929.500000 Penalty: 5342.284668
	Iteration 18Q: 3 clusters Score -5666930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -5666930.500000 Penalty: 5342.284668
	Iteration 19Q: 3 clusters Score -5666930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -5666934.000000 Penalty: 5342.284668
	Iteration 20F: 3 clusters Score -5666934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -5666939.500000 Penalty: 5342.284668
	Iteration 21Q: 3 clusters Score -5666940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -5666944.000000 Penalty: 5342.284668
	Iteration 22Q: 3 clusters Score -5666944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -5666944.000000 Penalty: 5342.284668
	Iteration 23F: 3 clusters Score -5666944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 105366 members 
Mstep: Class 13 contains 36050 members 
Mstep: Class 14 contains 30429 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 46435 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 16289 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 22584 members 
Mstep: Class 30 contains 10695 members 
Mstep: Class 31 contains 29643 members 
Mstep: Class 32 contains 16160 members 
Mstep: Class 33 contains 17178 members 
Entering Unmasked Estep 
Score: -154140032.000000 Penalty: 115295.789062
Splitting cluster 14 changes total score from -153987968.000000 to -154140032.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (148027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148027 members 
Entering Unmasked Estep 
Score: -17933026.000000 Penalty: 2952.477295
	Iteration 0F: 2 clusters Score -1.793303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 74319 members 
Entering Unmasked Estep 
Score: -17834064.000000 Penalty: 5904.954590
	Iteration 0F: 3 clusters Score -1.783406e+07 nChanged 70812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -17875246.000000 Penalty: 5904.954590
	Iteration 1F: 3 clusters Score -1.787525e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 81528 members 
Entering Unmasked Estep 
Score: -17876478.000000 Penalty: 5904.954590
	Iteration 2Q: 3 clusters Score -1.787648e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 86005 members 
Entering Unmasked Estep 
Score: -17878480.000000 Penalty: 5904.954590
	Iteration 3Q: 3 clusters Score -1.787848e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -17881972.000000 Penalty: 5904.954590
	Iteration 4Q: 3 clusters Score -1.788197e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 102900 members 
Entering Unmasked Estep 
Score: -17888734.000000 Penalty: 5904.954590
	Iteration 5F: 3 clusters Score -1.788873e+07 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 116188 members 
Entering Unmasked Estep 
Score: -17900020.000000 Penalty: 5904.954590
	Iteration 6F: 3 clusters Score -1.790002e+07 nChanged 13897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 130017 members 
Entering Unmasked Estep 
Score: -17913928.000000 Penalty: 5904.954590
	Iteration 7F: 3 clusters Score -1.791393e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 140028 members 
Entering Unmasked Estep 
Score: -17923722.000000 Penalty: 5904.954590
	Iteration 8F: 3 clusters Score -1.792372e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 144840 members 
Entering Unmasked Estep 
Score: -17928162.000000 Penalty: 5904.954590
	Iteration 9Q: 3 clusters Score -1.792816e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 146493 members 
Entering Unmasked Estep 
Score: -17929838.000000 Penalty: 5904.954590
	Iteration 10Q: 3 clusters Score -1.792984e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 147002 members 
Entering Unmasked Estep 
Score: -17930464.000000 Penalty: 5904.954590
	Iteration 11Q: 3 clusters Score -1.793046e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 147175 members 
Entering Unmasked Estep 
Score: -17930678.000000 Penalty: 5904.954590
	Iteration 12Q: 3 clusters Score -1.793068e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 147237 members 
Entering Unmasked Estep 
Score: -17930802.000000 Penalty: 5904.954590
	Iteration 13Q: 3 clusters Score -1.79308e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 147271 members 
Entering Unmasked Estep 
Score: -17930860.000000 Penalty: 5904.954590
	Iteration 14Q: 3 clusters Score -1.793086e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 147286 members 
Entering Unmasked Estep 
Score: -17930892.000000 Penalty: 5904.954590
	Iteration 15Q: 3 clusters Score -1.793089e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 147303 members 
Entering Unmasked Estep 
Score: -17930924.000000 Penalty: 5904.954590
	Iteration 16Q: 3 clusters Score -1.793092e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 147318 members 
Entering Unmasked Estep 
Score: -17930924.000000 Penalty: 5904.954590
	Iteration 17Q: 3 clusters Score -1.793092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 147326 members 
Entering Unmasked Estep 
Score: -17930938.000000 Penalty: 5904.954590
	Iteration 18Q: 3 clusters Score -1.793094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 147332 members 
Entering Unmasked Estep 
Score: -17930950.000000 Penalty: 5904.954590
	Iteration 19Q: 3 clusters Score -1.793095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 147339 members 
Entering Unmasked Estep 
Score: -17930952.000000 Penalty: 5904.954590
	Iteration 20F: 3 clusters Score -1.793095e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 147346 members 
Entering Unmasked Estep 
Score: -17930968.000000 Penalty: 5904.954590
	Iteration 21Q: 3 clusters Score -1.793097e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 147358 members 
Entering Unmasked Estep 
Score: -17930974.000000 Penalty: 5904.954590
	Iteration 22Q: 3 clusters Score -1.793097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 147370 members 
Entering Unmasked Estep 
Score: -17931008.000000 Penalty: 5904.954590
	Iteration 23Q: 3 clusters Score -1.793101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 147375 members 
Entering Unmasked Estep 
Score: -17931022.000000 Penalty: 5904.954590
	Iteration 24Q: 3 clusters Score -1.793102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 147376 members 
Entering Unmasked Estep 
Score: -17931024.000000 Penalty: 5904.954590
	Iteration 25Q: 3 clusters Score -1.793102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 147377 members 
Entering Unmasked Estep 
Score: -17931026.000000 Penalty: 5904.954590
	Iteration 26Q: 3 clusters Score -1.793103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 147378 members 
Entering Unmasked Estep 
Score: -17931012.000000 Penalty: 5904.954590
	Iteration 27Q: 3 clusters Score -1.793101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 147379 members 
Entering Unmasked Estep 
Score: -17931022.000000 Penalty: 5904.954590
	Iteration 28Q: 3 clusters Score -1.793102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 147378 members 
Entering Unmasked Estep 
Score: -17931032.000000 Penalty: 5904.954590
	Iteration 29Q: 3 clusters Score -1.793103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 147379 members 
Entering Unmasked Estep 
Score: -17931032.000000 Penalty: 5904.954590
	Iteration 30Q: 3 clusters Score -1.793103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 147380 members 
Entering Unmasked Estep 
Score: -17931036.000000 Penalty: 5904.954590
	Iteration 31Q: 3 clusters Score -1.793104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 147382 members 
Entering Unmasked Estep 
Score: -17931028.000000 Penalty: 5904.954590
	Iteration 32Q: 3 clusters Score -1.793103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 147382 members 
Entering Unmasked Estep 
Score: -17931028.000000 Penalty: 5904.954590
	Iteration 33F: 3 clusters Score -1.793103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Entering Unmasked Estep 
Score: -5286965.500000 Penalty: 2664.960449
	Iteration 0F: 2 clusters Score -5286966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -5255805.500000 Penalty: 5329.920898
	Iteration 0F: 3 clusters Score -5255806 nChanged 21446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -5275151.500000 Penalty: 5329.920898
	Iteration 1F: 3 clusters Score -5275152 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -5289799.000000 Penalty: 5329.920898
	Iteration 2F: 3 clusters Score -5289799 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -5302657.000000 Penalty: 5329.920898
	Iteration 3F: 3 clusters Score -5302657 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -5309056.000000 Penalty: 5329.920898
	Iteration 4F: 3 clusters Score -5309056 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -5312367.500000 Penalty: 5329.920898
	Iteration 5Q: 3 clusters Score -5312368 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -5320071.000000 Penalty: 5329.920898
	Iteration 6Q: 3 clusters Score -5320071 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -5326266.000000 Penalty: 5329.920898
	Iteration 7Q: 3 clusters Score -5326266 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -5327056.500000 Penalty: 5329.920898
	Iteration 8Q: 3 clusters Score -5327056 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -5327340.500000 Penalty: 5329.920898
	Iteration 9Q: 3 clusters Score -5327340 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -5327418.000000 Penalty: 5329.920898
	Iteration 10Q: 3 clusters Score -5327418 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -5327446.500000 Penalty: 5329.920898
	Iteration 11Q: 3 clusters Score -5327446 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -5327484.500000 Penalty: 5329.920898
	Iteration 12Q: 3 clusters Score -5327484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -5327472.500000 Penalty: 5329.920898
	Iteration 13Q: 3 clusters Score -5327472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -5327481.500000 Penalty: 5329.920898
	Iteration 14Q: 3 clusters Score -5327482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -5327476.500000 Penalty: 5329.920898
	Iteration 15Q: 3 clusters Score -5327476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -5327473.500000 Penalty: 5329.920898
	Iteration 16Q: 3 clusters Score -5327474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -5327479.000000 Penalty: 5329.920898
	Iteration 17Q: 3 clusters Score -5327479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5327484.500000 Penalty: 5329.920898
	Iteration 18Q: 3 clusters Score -5327484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -5327483.500000 Penalty: 5329.920898
	Iteration 19Q: 3 clusters Score -5327484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -5327487.000000 Penalty: 5329.920898
	Iteration 20F: 3 clusters Score -5327487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -5327489.500000 Penalty: 5329.920898
	Iteration 21Q: 3 clusters Score -5327490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -5327489.500000 Penalty: 5329.920898
	Iteration 22F: 3 clusters Score -5327490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 105366 members 
Mstep: Class 13 contains 36050 members 
Mstep: Class 14 contains 30429 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 87937 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 16289 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 22584 members 
Mstep: Class 30 contains 10695 members 
Mstep: Class 31 contains 29643 members 
Mstep: Class 32 contains 16160 members 
Mstep: Class 33 contains 17178 members 
Mstep: Class 34 contains 33670 members 
Entering Unmasked Estep 
Score: -154180048.000000 Penalty: 118789.601562
Splitting cluster 16 changes total score from -153987968.000000 to -154180048.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 17 (87937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Entering Unmasked Estep 
Score: -10767906.000000 Penalty: 2823.325195
	Iteration 0F: 2 clusters Score -1.076791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -10709401.000000 Penalty: 5646.650391
	Iteration 0F: 3 clusters Score -1.07094e+07 nChanged 41469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -10737703.000000 Penalty: 5646.650391
	Iteration 1F: 3 clusters Score -1.07377e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -10749324.000000 Penalty: 5646.650391
	Iteration 2F: 3 clusters Score -1.074932e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -10763899.000000 Penalty: 5646.650391
	Iteration 3F: 3 clusters Score -1.07639e+07 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -10776510.000000 Penalty: 5646.650391
	Iteration 4F: 3 clusters Score -1.077651e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 61848 members 
Entering Unmasked Estep 
Score: -10784954.000000 Penalty: 5646.650391
	Iteration 5F: 3 clusters Score -1.078495e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -10788939.000000 Penalty: 5646.650391
	Iteration 6Q: 3 clusters Score -1.078894e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -10790308.000000 Penalty: 5646.650391
	Iteration 7Q: 3 clusters Score -1.079031e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -10790678.000000 Penalty: 5646.650391
	Iteration 8Q: 3 clusters Score -1.079068e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -10790829.000000 Penalty: 5646.650391
	Iteration 9Q: 3 clusters Score -1.079083e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 65463 members 
Entering Unmasked Estep 
Score: -10790926.000000 Penalty: 5646.650391
	Iteration 10Q: 3 clusters Score -1.079093e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -10790991.000000 Penalty: 5646.650391
	Iteration 11Q: 3 clusters Score -1.079099e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -10791021.000000 Penalty: 5646.650391
	Iteration 12Q: 3 clusters Score -1.079102e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 66392 members 
Entering Unmasked Estep 
Score: -10791057.000000 Penalty: 5646.650391
	Iteration 13Q: 3 clusters Score -1.079106e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -10791046.000000 Penalty: 5646.650391
	Iteration 14Q: 3 clusters Score -1.079105e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -10791033.000000 Penalty: 5646.650391
	Iteration 15Q: 3 clusters Score -1.079103e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 67083 members 
Entering Unmasked Estep 
Score: -10791043.000000 Penalty: 5646.650391
	Iteration 16Q: 3 clusters Score -1.079104e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 67229 members 
Entering Unmasked Estep 
Score: -10791051.000000 Penalty: 5646.650391
	Iteration 17Q: 3 clusters Score -1.079105e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -10791070.000000 Penalty: 5646.650391
	Iteration 18Q: 3 clusters Score -1.079107e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -10791089.000000 Penalty: 5646.650391
	Iteration 19Q: 3 clusters Score -1.079109e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -10791103.000000 Penalty: 5646.650391
	Iteration 20F: 3 clusters Score -1.07911e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -10791112.000000 Penalty: 5646.650391
	Iteration 21Q: 3 clusters Score -1.079111e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -10791113.000000 Penalty: 5646.650391
	Iteration 22Q: 3 clusters Score -1.079111e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -10791122.000000 Penalty: 5646.650391
	Iteration 23Q: 3 clusters Score -1.079112e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -10791132.000000 Penalty: 5646.650391
	Iteration 24Q: 3 clusters Score -1.079113e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -10791132.000000 Penalty: 5646.650391
	Iteration 25Q: 3 clusters Score -1.079113e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -10791138.000000 Penalty: 5646.650391
	Iteration 26Q: 3 clusters Score -1.079114e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 68031 members 
Entering Unmasked Estep 
Score: -10791140.000000 Penalty: 5646.650391
	Iteration 27Q: 3 clusters Score -1.079114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -10791154.000000 Penalty: 5646.650391
	Iteration 28Q: 3 clusters Score -1.079115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -10791163.000000 Penalty: 5646.650391
	Iteration 29Q: 3 clusters Score -1.079116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 68083 members 
Entering Unmasked Estep 
Score: -10791151.000000 Penalty: 5646.650391
	Iteration 30Q: 3 clusters Score -1.079115e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -10791157.000000 Penalty: 5646.650391
	Iteration 31Q: 3 clusters Score -1.079116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -10791168.000000 Penalty: 5646.650391
	Iteration 32Q: 3 clusters Score -1.079117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -10791163.000000 Penalty: 5646.650391
	Iteration 33Q: 3 clusters Score -1.079116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -10791160.000000 Penalty: 5646.650391
	Iteration 34Q: 3 clusters Score -1.079116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -10791158.000000 Penalty: 5646.650391
	Iteration 35Q: 3 clusters Score -1.079116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 68164 members 
Entering Unmasked Estep 
Score: -10791165.000000 Penalty: 5646.650391
	Iteration 36Q: 3 clusters Score -1.079116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -10791165.000000 Penalty: 5646.650391
	Iteration 37Q: 3 clusters Score -1.079116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -10791154.000000 Penalty: 5646.650391
	Iteration 38Q: 3 clusters Score -1.079115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -10791148.000000 Penalty: 5646.650391
	Iteration 39Q: 3 clusters Score -1.079115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -10791151.000000 Penalty: 5646.650391
	Iteration 40F: 3 clusters Score -1.079115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -10791154.000000 Penalty: 5646.650391
	Iteration 41Q: 3 clusters Score -1.079115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -10791147.000000 Penalty: 5646.650391
	Iteration 42Q: 3 clusters Score -1.079115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -10791150.000000 Penalty: 5646.650391
	Iteration 43Q: 3 clusters Score -1.079115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -10791154.000000 Penalty: 5646.650391
	Iteration 44Q: 3 clusters Score -1.079115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
Score: -10791154.000000 Penalty: 5646.650391
	Iteration 45F: 3 clusters Score -1.079115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 105366 members 
Mstep: Class 13 contains 36050 members 
Mstep: Class 14 contains 30429 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 19742 members 
Mstep: Class 18 contains 8504 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 16289 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 22584 members 
Mstep: Class 30 contains 10695 members 
Mstep: Class 31 contains 29643 members 
Mstep: Class 32 contains 16160 members 
Mstep: Class 33 contains 17178 members 
Mstep: Class 34 contains 33670 members 
Mstep: Class 35 contains 68195 members 
Entering Unmasked Estep 
Score: -154203008.000000 Penalty: 122283.414062
Splitting cluster 17 changes total score from -153987968.000000 to -154203008.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (8504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Entering Unmasked Estep 
Score: -878301.937500 Penalty: 2243.976562
	Iteration 0F: 2 clusters Score -878301.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -872263.562500 Penalty: 4487.953125
	Iteration 0F: 3 clusters Score -872263.6 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -876509.875000 Penalty: 4487.953125
	Iteration 1F: 3 clusters Score -876509.9 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -879178.625000 Penalty: 4487.953125
	Iteration 2F: 3 clusters Score -879178.6 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -881232.250000 Penalty: 4487.953125
	Iteration 3F: 3 clusters Score -881232.2 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -886368.000000 Penalty: 4487.953125
	Iteration 4F: 3 clusters Score -886368 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -901468.312500 Penalty: 4487.953125
	Iteration 5F: 3 clusters Score -901468.3 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -916372.187500 Penalty: 4487.953125
	Iteration 6F: 3 clusters Score -916372.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -919815.750000 Penalty: 4487.953125
	Iteration 7Q: 3 clusters Score -919815.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -920100.312500 Penalty: 4487.953125
	Iteration 8Q: 3 clusters Score -920100.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -920152.312500 Penalty: 4487.953125
	Iteration 9Q: 3 clusters Score -920152.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -920181.250000 Penalty: 4487.953125
	Iteration 10Q: 3 clusters Score -920181.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -920205.562500 Penalty: 4487.953125
	Iteration 11Q: 3 clusters Score -920205.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -920226.687500 Penalty: 4487.953125
	Iteration 12Q: 3 clusters Score -920226.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -920255.625000 Penalty: 4487.953125
	Iteration 13Q: 3 clusters Score -920255.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -920291.750000 Penalty: 4487.953125
	Iteration 14Q: 3 clusters Score -920291.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -920311.187500 Penalty: 4487.953125
	Iteration 15Q: 3 clusters Score -920311.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -920330.000000 Penalty: 4487.953125
	Iteration 16Q: 3 clusters Score -920330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -920338.125000 Penalty: 4487.953125
	Iteration 17Q: 3 clusters Score -920338.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -920345.062500 Penalty: 4487.953125
	Iteration 18Q: 3 clusters Score -920345.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -920352.875000 Penalty: 4487.953125
	Iteration 19Q: 3 clusters Score -920352.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -920368.937500 Penalty: 4487.953125
	Iteration 20F: 3 clusters Score -920368.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -920381.500000 Penalty: 4487.953125
	Iteration 21Q: 3 clusters Score -920381.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -920390.812500 Penalty: 4487.953125
	Iteration 22Q: 3 clusters Score -920390.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -920402.000000 Penalty: 4487.953125
	Iteration 23Q: 3 clusters Score -920402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -920417.062500 Penalty: 4487.953125
	Iteration 24Q: 3 clusters Score -920417.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -920437.312500 Penalty: 4487.953125
	Iteration 25Q: 3 clusters Score -920437.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -920442.875000 Penalty: 4487.953125
	Iteration 26Q: 3 clusters Score -920442.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -920448.562500 Penalty: 4487.953125
	Iteration 27Q: 3 clusters Score -920448.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -920454.437500 Penalty: 4487.953125
	Iteration 28Q: 3 clusters Score -920454.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -920458.062500 Penalty: 4487.953125
	Iteration 29Q: 3 clusters Score -920458.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -920464.812500 Penalty: 4487.953125
	Iteration 30Q: 3 clusters Score -920464.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -920473.375000 Penalty: 4487.953125
	Iteration 31Q: 3 clusters Score -920473.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -920477.125000 Penalty: 4487.953125
	Iteration 32Q: 3 clusters Score -920477.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -920483.375000 Penalty: 4487.953125
	Iteration 33Q: 3 clusters Score -920483.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -920490.812500 Penalty: 4487.953125
	Iteration 34Q: 3 clusters Score -920490.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -920501.875000 Penalty: 4487.953125
	Iteration 35Q: 3 clusters Score -920501.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -920509.062500 Penalty: 4487.953125
	Iteration 36Q: 3 clusters Score -920509.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -920513.437500 Penalty: 4487.953125
	Iteration 37Q: 3 clusters Score -920513.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -920518.437500 Penalty: 4487.953125
	Iteration 38Q: 3 clusters Score -920518.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -920526.625000 Penalty: 4487.953125
	Iteration 39Q: 3 clusters Score -920526.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -920532.375000 Penalty: 4487.953125
	Iteration 40F: 3 clusters Score -920532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -920536.625000 Penalty: 4487.953125
	Iteration 41Q: 3 clusters Score -920536.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -920539.187500 Penalty: 4487.953125
	Iteration 42Q: 3 clusters Score -920539.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -920543.375000 Penalty: 4487.953125
	Iteration 43Q: 3 clusters Score -920543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -920545.437500 Penalty: 4487.953125
	Iteration 44Q: 3 clusters Score -920545.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -920545.687500 Penalty: 4487.953125
	Iteration 45Q: 3 clusters Score -920545.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -920545.687500 Penalty: 4487.953125
	Iteration 46F: 3 clusters Score -920545.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 105366 members 
Mstep: Class 13 contains 36050 members 
Mstep: Class 14 contains 30429 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 19742 members 
Mstep: Class 18 contains 6334 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 16289 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 22584 members 
Mstep: Class 30 contains 10695 members 
Mstep: Class 31 contains 29643 members 
Mstep: Class 32 contains 16160 members 
Mstep: Class 33 contains 17178 members 
Mstep: Class 34 contains 33670 members 
Mstep: Class 35 contains 68195 members 
Mstep: Class 36 contains 2170 members 
Entering Unmasked Estep 
Score: -154245664.000000 Penalty: 125777.226562
Splitting cluster 18 changes total score from -153987968.000000 to -154245664.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (12441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Entering Unmasked Estep 
Score: -1211458.375000 Penalty: 2338.330811
	Iteration 0F: 2 clusters Score -1211458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1202601.375000 Penalty: 4676.661621
	Iteration 0F: 3 clusters Score -1202601 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1207407.875000 Penalty: 4676.661621
	Iteration 1F: 3 clusters Score -1207408 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1209993.750000 Penalty: 4676.661621
	Iteration 2F: 3 clusters Score -1209994 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1212702.750000 Penalty: 4676.661621
	Iteration 3F: 3 clusters Score -1212703 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1214574.750000 Penalty: 4676.661621
	Iteration 4F: 3 clusters Score -1214575 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1215925.875000 Penalty: 4676.661621
	Iteration 5F: 3 clusters Score -1215926 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1217076.250000 Penalty: 4676.661621
	Iteration 6F: 3 clusters Score -1217076 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1217485.375000 Penalty: 4676.661621
	Iteration 7Q: 3 clusters Score -1217485 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1217690.750000 Penalty: 4676.661621
	Iteration 8Q: 3 clusters Score -1217691 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1217821.625000 Penalty: 4676.661621
	Iteration 9Q: 3 clusters Score -1217822 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1217930.375000 Penalty: 4676.661621
	Iteration 10Q: 3 clusters Score -1217930 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1218005.625000 Penalty: 4676.661621
	Iteration 11Q: 3 clusters Score -1218006 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1218059.500000 Penalty: 4676.661621
	Iteration 12Q: 3 clusters Score -1218060 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1218094.375000 Penalty: 4676.661621
	Iteration 13Q: 3 clusters Score -1218094 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1218124.125000 Penalty: 4676.661621
	Iteration 14Q: 3 clusters Score -1218124 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1218143.875000 Penalty: 4676.661621
	Iteration 15Q: 3 clusters Score -1218144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1218162.250000 Penalty: 4676.661621
	Iteration 16Q: 3 clusters Score -1218162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1218176.250000 Penalty: 4676.661621
	Iteration 17Q: 3 clusters Score -1218176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1218176.000000 Penalty: 4676.661621
	Iteration 18Q: 3 clusters Score -1218176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1218184.875000 Penalty: 4676.661621
	Iteration 19Q: 3 clusters Score -1218185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1218185.500000 Penalty: 4676.661621
	Iteration 20F: 3 clusters Score -1218186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1218188.000000 Penalty: 4676.661621
	Iteration 21Q: 3 clusters Score -1218188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1218192.375000 Penalty: 4676.661621
	Iteration 22Q: 3 clusters Score -1218192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1218196.625000 Penalty: 4676.661621
	Iteration 23Q: 3 clusters Score -1218197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1218198.875000 Penalty: 4676.661621
	Iteration 24Q: 3 clusters Score -1218199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1218203.625000 Penalty: 4676.661621
	Iteration 25Q: 3 clusters Score -1218204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1218201.250000 Penalty: 4676.661621
	Iteration 26Q: 3 clusters Score -1218201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1218207.125000 Penalty: 4676.661621
	Iteration 27Q: 3 clusters Score -1218207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1218204.000000 Penalty: 4676.661621
	Iteration 28Q: 3 clusters Score -1218204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1218202.000000 Penalty: 4676.661621
	Iteration 29Q: 3 clusters Score -1218202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1218204.625000 Penalty: 4676.661621
	Iteration 30Q: 3 clusters Score -1218205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1218210.250000 Penalty: 4676.661621
	Iteration 31Q: 3 clusters Score -1218210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1218212.500000 Penalty: 4676.661621
	Iteration 32Q: 3 clusters Score -1218212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1218208.875000 Penalty: 4676.661621
	Iteration 33Q: 3 clusters Score -1218209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1218212.625000 Penalty: 4676.661621
	Iteration 34Q: 3 clusters Score -1218213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1218213.625000 Penalty: 4676.661621
	Iteration 35Q: 3 clusters Score -1218214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1218213.125000 Penalty: 4676.661621
	Iteration 36Q: 3 clusters Score -1218213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1218214.375000 Penalty: 4676.661621
	Iteration 37Q: 3 clusters Score -1218214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1218216.750000 Penalty: 4676.661621
	Iteration 38Q: 3 clusters Score -1218217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1218218.375000 Penalty: 4676.661621
	Iteration 39Q: 3 clusters Score -1218218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1218219.000000 Penalty: 4676.661621
	Iteration 40F: 3 clusters Score -1218219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1218219.625000 Penalty: 4676.661621
	Iteration 41Q: 3 clusters Score -1218220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1218220.000000 Penalty: 4676.661621
	Iteration 42Q: 3 clusters Score -1218220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1218219.875000 Penalty: 4676.661621
	Iteration 43Q: 3 clusters Score -1218220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1218219.125000 Penalty: 4676.661621
	Iteration 44Q: 3 clusters Score -1218219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1218219.500000 Penalty: 4676.661621
	Iteration 45Q: 3 clusters Score -1218220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1218219.375000 Penalty: 4676.661621
	Iteration 46Q: 3 clusters Score -1218219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1218217.750000 Penalty: 4676.661621
	Iteration 47Q: 3 clusters Score -1218218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1218219.375000 Penalty: 4676.661621
	Iteration 48Q: 3 clusters Score -1218219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1218220.500000 Penalty: 4676.661621
	Iteration 49Q: 3 clusters Score -1218220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1218221.375000 Penalty: 4676.661621
	Iteration 50Q: 3 clusters Score -1218221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1218221.000000 Penalty: 4676.661621
	Iteration 51Q: 3 clusters Score -1218221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1218222.625000 Penalty: 4676.661621
	Iteration 52Q: 3 clusters Score -1218223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1218221.625000 Penalty: 4676.661621
	Iteration 53Q: 3 clusters Score -1218222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1218222.250000 Penalty: 4676.661621
	Iteration 54Q: 3 clusters Score -1218222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1218221.875000 Penalty: 4676.661621
	Iteration 55Q: 3 clusters Score -1218222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1218220.375000 Penalty: 4676.661621
	Iteration 56Q: 3 clusters Score -1218220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1218220.375000 Penalty: 4676.661621
	Iteration 57F: 3 clusters Score -1218220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 105366 members 
Mstep: Class 13 contains 36050 members 
Mstep: Class 14 contains 30429 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 19742 members 
Mstep: Class 18 contains 6334 members 
Mstep: Class 19 contains 5690 members 
Mstep: Class 20 contains 33030 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 16289 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 22584 members 
Mstep: Class 30 contains 10695 members 
Mstep: Class 31 contains 29643 members 
Mstep: Class 32 contains 16160 members 
Mstep: Class 33 contains 17178 members 
Mstep: Class 34 contains 33670 members 
Mstep: Class 35 contains 68195 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 6751 members 
Entering Unmasked Estep 
Score: -154251088.000000 Penalty: 129271.039062
Splitting cluster 19 changes total score from -153987968.000000 to -154251088.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (33030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Entering Unmasked Estep 
Score: -3875643.500000 Penalty: 2580.482422
	Iteration 0F: 2 clusters Score -3875644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3853050.000000 Penalty: 5160.964844
	Iteration 0F: 3 clusters Score -3853050 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3862232.750000 Penalty: 5160.964844
	Iteration 1F: 3 clusters Score -3862233 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3864283.750000 Penalty: 5160.964844
	Iteration 2F: 3 clusters Score -3864284 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3867047.750000 Penalty: 5160.964844
	Iteration 3F: 3 clusters Score -3867048 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3869913.500000 Penalty: 5160.964844
	Iteration 4F: 3 clusters Score -3869914 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3872960.250000 Penalty: 5160.964844
	Iteration 5F: 3 clusters Score -3872960 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3875931.000000 Penalty: 5160.964844
	Iteration 6F: 3 clusters Score -3875931 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3878236.250000 Penalty: 5160.964844
	Iteration 7F: 3 clusters Score -3878236 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3879370.000000 Penalty: 5160.964844
	Iteration 8Q: 3 clusters Score -3879370 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -3879916.750000 Penalty: 5160.964844
	Iteration 9Q: 3 clusters Score -3879917 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3880184.000000 Penalty: 5160.964844
	Iteration 10Q: 3 clusters Score -3880184 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -3880364.250000 Penalty: 5160.964844
	Iteration 11Q: 3 clusters Score -3880364 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -3880496.250000 Penalty: 5160.964844
	Iteration 12Q: 3 clusters Score -3880496 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3880599.000000 Penalty: 5160.964844
	Iteration 13Q: 3 clusters Score -3880599 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3880673.000000 Penalty: 5160.964844
	Iteration 14Q: 3 clusters Score -3880673 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -3880722.250000 Penalty: 5160.964844
	Iteration 15Q: 3 clusters Score -3880722 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3880743.000000 Penalty: 5160.964844
	Iteration 16Q: 3 clusters Score -3880743 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3880780.750000 Penalty: 5160.964844
	Iteration 17Q: 3 clusters Score -3880781 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3880806.000000 Penalty: 5160.964844
	Iteration 18Q: 3 clusters Score -3880806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3880817.000000 Penalty: 5160.964844
	Iteration 19Q: 3 clusters Score -3880817 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -3880828.250000 Penalty: 5160.964844
	Iteration 20F: 3 clusters Score -3880828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -3880828.250000 Penalty: 5160.964844
	Iteration 21Q: 3 clusters Score -3880828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3880824.250000 Penalty: 5160.964844
	Iteration 22Q: 3 clusters Score -3880824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3880830.000000 Penalty: 5160.964844
	Iteration 23Q: 3 clusters Score -3880830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -3880834.750000 Penalty: 5160.964844
	Iteration 24Q: 3 clusters Score -3880835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3880839.750000 Penalty: 5160.964844
	Iteration 25Q: 3 clusters Score -3880840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3880833.250000 Penalty: 5160.964844
	Iteration 26Q: 3 clusters Score -3880833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3880828.750000 Penalty: 5160.964844
	Iteration 27Q: 3 clusters Score -3880829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3880830.000000 Penalty: 5160.964844
	Iteration 28Q: 3 clusters Score -3880830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3880831.750000 Penalty: 5160.964844
	Iteration 29Q: 3 clusters Score -3880832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3880834.750000 Penalty: 5160.964844
	Iteration 30Q: 3 clusters Score -3880835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3880841.750000 Penalty: 5160.964844
	Iteration 31Q: 3 clusters Score -3880842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3880836.500000 Penalty: 5160.964844
	Iteration 32Q: 3 clusters Score -3880836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3880837.250000 Penalty: 5160.964844
	Iteration 33Q: 3 clusters Score -3880837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -3880831.750000 Penalty: 5160.964844
	Iteration 34Q: 3 clusters Score -3880832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3880834.000000 Penalty: 5160.964844
	Iteration 35Q: 3 clusters Score -3880834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3880830.000000 Penalty: 5160.964844
	Iteration 36Q: 3 clusters Score -3880830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3880832.000000 Penalty: 5160.964844
	Iteration 37Q: 3 clusters Score -3880832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3880825.250000 Penalty: 5160.964844
	Iteration 38Q: 3 clusters Score -3880825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3880836.250000 Penalty: 5160.964844
	Iteration 39Q: 3 clusters Score -3880836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -3880837.500000 Penalty: 5160.964844
	Iteration 40F: 3 clusters Score -3880838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3880841.000000 Penalty: 5160.964844
	Iteration 41Q: 3 clusters Score -3880841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3880838.750000 Penalty: 5160.964844
	Iteration 42Q: 3 clusters Score -3880839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -3880842.500000 Penalty: 5160.964844
	Iteration 43Q: 3 clusters Score -3880842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3880840.500000 Penalty: 5160.964844
	Iteration 44Q: 3 clusters Score -3880840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3880840.500000 Penalty: 5160.964844
	Iteration 45F: 3 clusters Score -3880840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 105366 members 
Mstep: Class 13 contains 36050 members 
Mstep: Class 14 contains 30429 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 19742 members 
Mstep: Class 18 contains 6334 members 
Mstep: Class 19 contains 5690 members 
Mstep: Class 20 contains 12713 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 16289 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 22584 members 
Mstep: Class 30 contains 10695 members 
Mstep: Class 31 contains 29643 members 
Mstep: Class 32 contains 16160 members 
Mstep: Class 33 contains 17178 members 
Mstep: Class 34 contains 33670 members 
Mstep: Class 35 contains 68195 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 6751 members 
Mstep: Class 38 contains 20317 members 
Entering Unmasked Estep 
Score: -154255936.000000 Penalty: 132764.843750
Splitting cluster 20 changes total score from -153987968.000000 to -154255936.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 21 (37723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Entering Unmasked Estep 
Score: -4542336.000000 Penalty: 2613.430176
	Iteration 0F: 2 clusters Score -4542336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4516549.000000 Penalty: 5226.860352
	Iteration 0F: 3 clusters Score -4516549 nChanged 17279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -4527197.000000 Penalty: 5226.860352
	Iteration 1F: 3 clusters Score -4527197 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -4529643.500000 Penalty: 5226.860352
	Iteration 2F: 3 clusters Score -4529644 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -4532646.500000 Penalty: 5226.860352
	Iteration 3F: 3 clusters Score -4532646 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -4535501.000000 Penalty: 5226.860352
	Iteration 4F: 3 clusters Score -4535501 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -4537516.000000 Penalty: 5226.860352
	Iteration 5F: 3 clusters Score -4537516 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -4538770.000000 Penalty: 5226.860352
	Iteration 6F: 3 clusters Score -4538770 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -4539517.000000 Penalty: 5226.860352
	Iteration 7Q: 3 clusters Score -4539517 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4540029.000000 Penalty: 5226.860352
	Iteration 8Q: 3 clusters Score -4540029 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4540367.000000 Penalty: 5226.860352
	Iteration 9Q: 3 clusters Score -4540367 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4540611.500000 Penalty: 5226.860352
	Iteration 10Q: 3 clusters Score -4540612 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4540773.000000 Penalty: 5226.860352
	Iteration 11Q: 3 clusters Score -4540773 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -4540956.500000 Penalty: 5226.860352
	Iteration 12Q: 3 clusters Score -4540956 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -4541109.500000 Penalty: 5226.860352
	Iteration 13Q: 3 clusters Score -4541110 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -4541228.500000 Penalty: 5226.860352
	Iteration 14Q: 3 clusters Score -4541228 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -4541379.500000 Penalty: 5226.860352
	Iteration 15Q: 3 clusters Score -4541380 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -4541528.000000 Penalty: 5226.860352
	Iteration 16Q: 3 clusters Score -4541528 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -4541782.500000 Penalty: 5226.860352
	Iteration 17Q: 3 clusters Score -4541782 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -4542262.500000 Penalty: 5226.860352
	Iteration 18Q: 3 clusters Score -4542262 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4543048.000000 Penalty: 5226.860352
	Iteration 19Q: 3 clusters Score -4543048 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -4543599.000000 Penalty: 5226.860352
	Iteration 20F: 3 clusters Score -4543599 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -4543730.000000 Penalty: 5226.860352
	Iteration 21Q: 3 clusters Score -4543730 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -4543786.500000 Penalty: 5226.860352
	Iteration 22Q: 3 clusters Score -4543786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -4543791.500000 Penalty: 5226.860352
	Iteration 23Q: 3 clusters Score -4543792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -4543792.000000 Penalty: 5226.860352
	Iteration 24Q: 3 clusters Score -4543792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -4543800.000000 Penalty: 5226.860352
	Iteration 25Q: 3 clusters Score -4543800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -4543805.000000 Penalty: 5226.860352
	Iteration 26Q: 3 clusters Score -4543805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -4543804.000000 Penalty: 5226.860352
	Iteration 27Q: 3 clusters Score -4543804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -4543805.000000 Penalty: 5226.860352
	Iteration 28Q: 3 clusters Score -4543805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -4543796.500000 Penalty: 5226.860352
	Iteration 29Q: 3 clusters Score -4543796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -4543798.500000 Penalty: 5226.860352
	Iteration 30Q: 3 clusters Score -4543798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4543800.500000 Penalty: 5226.860352
	Iteration 31Q: 3 clusters Score -4543800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -4543800.500000 Penalty: 5226.860352
	Iteration 32Q: 3 clusters Score -4543800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4543801.500000 Penalty: 5226.860352
	Iteration 33Q: 3 clusters Score -4543802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4543801.500000 Penalty: 5226.860352
	Iteration 34F: 3 clusters Score -4543802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 105366 members 
Mstep: Class 13 contains 36050 members 
Mstep: Class 14 contains 30429 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 19742 members 
Mstep: Class 18 contains 6334 members 
Mstep: Class 19 contains 5690 members 
Mstep: Class 20 contains 12713 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 87921 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 70939 members 
Mstep: Class 26 contains 4428 members 
Mstep: Class 27 contains 16289 members 
Mstep: Class 28 contains 6170 members 
Mstep: Class 29 contains 22584 members 
Mstep: Class 30 contains 10695 members 
Mstep: Class 31 contains 29643 members 
Mstep: Class 32 contains 16160 members 
Mstep: Class 33 contains 17178 members 
Mstep: Class 34 contains 33670 members 
Mstep: Class 35 contains 68195 members 
Mstep: Class 36 contains 2170 members 
Mstep: Class 37 contains 6751 members 
Mstep: Class 38 contains 20317 members 
Mstep: Class 39 contains 34757 members 
Entering Unmasked Estep 
Score: -154256352.000000 Penalty: 136258.656250
Splitting cluster 21 changes total score from -153987968.000000 to -154256352.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 240726 members 
Mstep: Class 3 contains 88121 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 66220 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 105366 members 
Mstep: Class 13 contains 36050 members 
Mstep: Class 14 contains 30429 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 19742 members 
Mstep: Class 18 contains 6334 members 
Mstep: Class 19 contains 5690 members 
Mstep: Class 20 contains 12713 members 
Mstep: Class 21 contains 2966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154296160.000000 Penalty: 136258.656250
Iteration 39Q: 40 clusters Score -1.542962e+08 nChanged 44726
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 241492 members 
Mstep: Class 3 contains 88787 members 
Mstep: Class 4 contains 9737 members 
Mstep: Class 5 contains 10064 members 
Mstep: Class 6 contains 70117 members 
Mstep: Class 7 contains 2354 members 
Mstep: Class 8 contains 4945 members 
Mstep: Class 9 contains 10612 members 
Mstep: Class 10 contains 7314 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 104388 members 
Mstep: Class 13 contains 35915 members 
Mstep: Class 14 contains 31872 members 
Mstep: Class 15 contains 149221 members 
Mstep: Class 16 contains 12848 members 
Mstep: Class 17 contains 20361 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 12894 members 
Mstep: Class 21 contains 3753 members 
Mstep: Class 22 contains 1037 members 
Mstep: Class 23 contains 86887 members 
Mstep: Class 24 contains 4031 members 
Mstep: Class 25 contains 66431 members 
Mstep: Class 26 contains 5192 members 
Mstep: Class 27 contains 16285 members 
Mstep: Class 28 contains 6022 members 
Mstep: Class 29 contains 22004 members 
Mstep: Class 30 contains 9711 members 
Mstep: Class 31 contains 28573 members 
Mstep: Class 32 contains 15932 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 33645 members 
Mstep: Class 35 contains 67300 members 
Mstep: Class 36 contains 1521 members 
Mstep: Class 37 contains 6241 members 
Mstep: Class 38 contains 18866 members 
Mstep: Class 39 contains 33475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154335616.000000 Penalty: 136258.656250
Iteration 40F: 40 clusters Score -1.543356e+08 nChanged 31426
Entering Unmasked Mstep 
Mstep: Class 0 contains 222 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 240056 members 
Mstep: Class 3 contains 88669 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 10448 members 
Mstep: Class 6 contains 70038 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 10844 members 
Mstep: Class 10 contains 7271 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 103170 members 
Mstep: Class 13 contains 35707 members 
Mstep: Class 14 contains 31259 members 
Mstep: Class 15 contains 147866 members 
Mstep: Class 16 contains 12483 members 
Mstep: Class 17 contains 19946 members 
Mstep: Class 18 contains 6360 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 12777 members 
Mstep: Class 21 contains 4353 members 
Mstep: Class 22 contains 1539 members 
Mstep: Class 23 contains 89362 members 
Mstep: Class 24 contains 4122 members 
Mstep: Class 25 contains 64803 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 16287 members 
Mstep: Class 28 contains 5943 members 
Mstep: Class 29 contains 21813 members 
Mstep: Class 30 contains 9862 members 
Mstep: Class 31 contains 29899 members 
Mstep: Class 32 contains 16591 members 
Mstep: Class 33 contains 16961 members 
Mstep: Class 34 contains 33824 members 
Mstep: Class 35 contains 66890 members 
Mstep: Class 36 contains 1609 members 
Mstep: Class 37 contains 6411 members 
Mstep: Class 38 contains 18327 members 
Mstep: Class 39 contains 33451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154351504.000000 Penalty: 136258.656250
Iteration 41Q: 40 clusters Score -1.543515e+08 nChanged 17354
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 239074 members 
Mstep: Class 3 contains 88774 members 
Mstep: Class 4 contains 9888 members 
Mstep: Class 5 contains 10767 members 
Mstep: Class 6 contains 70423 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 5087 members 
Mstep: Class 9 contains 11020 members 
Mstep: Class 10 contains 7247 members 
Mstep: Class 11 contains 5837 members 
Mstep: Class 12 contains 102440 members 
Mstep: Class 13 contains 35673 members 
Mstep: Class 14 contains 30733 members 
Mstep: Class 15 contains 146919 members 
Mstep: Class 16 contains 12229 members 
Mstep: Class 17 contains 19507 members 
Mstep: Class 18 contains 6283 members 
Mstep: Class 19 contains 6121 members 
Mstep: Class 20 contains 12668 members 
Mstep: Class 21 contains 4798 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 90794 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 63583 members 
Mstep: Class 26 contains 6701 members 
Mstep: Class 27 contains 16297 members 
Mstep: Class 28 contains 5892 members 
Mstep: Class 29 contains 21665 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 30749 members 
Mstep: Class 32 contains 16877 members 
Mstep: Class 33 contains 17198 members 
Mstep: Class 34 contains 33828 members 
Mstep: Class 35 contains 66546 members 
Mstep: Class 36 contains 1545 members 
Mstep: Class 37 contains 6499 members 
Mstep: Class 38 contains 17742 members 
Mstep: Class 39 contains 33434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154357248.000000 Penalty: 136258.656250
Iteration 42Q: 40 clusters Score -1.543572e+08 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 238406 members 
Mstep: Class 3 contains 88961 members 
Mstep: Class 4 contains 9935 members 
Mstep: Class 5 contains 11061 members 
Mstep: Class 6 contains 70880 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 5171 members 
Mstep: Class 9 contains 11183 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 101840 members 
Mstep: Class 13 contains 35656 members 
Mstep: Class 14 contains 30257 members 
Mstep: Class 15 contains 146075 members 
Mstep: Class 16 contains 11980 members 
Mstep: Class 17 contains 19071 members 
Mstep: Class 18 contains 6246 members 
Mstep: Class 19 contains 6093 members 
Mstep: Class 20 contains 12558 members 
Mstep: Class 21 contains 5143 members 
Mstep: Class 22 contains 2411 members 
Mstep: Class 23 contains 91855 members 
Mstep: Class 24 contains 4130 members 
Mstep: Class 25 contains 62564 members 
Mstep: Class 26 contains 7158 members 
Mstep: Class 27 contains 16302 members 
Mstep: Class 28 contains 5863 members 
Mstep: Class 29 contains 21537 members 
Mstep: Class 30 contains 10209 members 
Mstep: Class 31 contains 31481 members 
Mstep: Class 32 contains 17039 members 
Mstep: Class 33 contains 17363 members 
Mstep: Class 34 contains 33803 members 
Mstep: Class 35 contains 66262 members 
Mstep: Class 36 contains 1530 members 
Mstep: Class 37 contains 6580 members 
Mstep: Class 38 contains 17234 members 
Mstep: Class 39 contains 33402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154361024.000000 Penalty: 136258.656250
Iteration 43Q: 40 clusters Score -1.54361e+08 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 237922 members 
Mstep: Class 3 contains 89127 members 
Mstep: Class 4 contains 9965 members 
Mstep: Class 5 contains 11337 members 
Mstep: Class 6 contains 71298 members 
Mstep: Class 7 contains 2341 members 
Mstep: Class 8 contains 5276 members 
Mstep: Class 9 contains 11279 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 6174 members 
Mstep: Class 12 contains 101288 members 
Mstep: Class 13 contains 35656 members 
Mstep: Class 14 contains 29898 members 
Mstep: Class 15 contains 145399 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 18715 members 
Mstep: Class 18 contains 6222 members 
Mstep: Class 19 contains 6038 members 
Mstep: Class 20 contains 12473 members 
Mstep: Class 21 contains 5443 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 92635 members 
Mstep: Class 24 contains 4117 members 
Mstep: Class 25 contains 61790 members 
Mstep: Class 26 contains 7490 members 
Mstep: Class 27 contains 16301 members 
Mstep: Class 28 contains 5853 members 
Mstep: Class 29 contains 21403 members 
Mstep: Class 30 contains 10386 members 
Mstep: Class 31 contains 32069 members 
Mstep: Class 32 contains 17126 members 
Mstep: Class 33 contains 17489 members 
Mstep: Class 34 contains 33753 members 
Mstep: Class 35 contains 66038 members 
Mstep: Class 36 contains 1524 members 
Mstep: Class 37 contains 6650 members 
Mstep: Class 38 contains 16859 members 
Mstep: Class 39 contains 33338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154363664.000000 Penalty: 136258.656250
Iteration 44Q: 40 clusters Score -1.543637e+08 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 237558 members 
Mstep: Class 3 contains 89348 members 
Mstep: Class 4 contains 9987 members 
Mstep: Class 5 contains 11606 members 
Mstep: Class 6 contains 71729 members 
Mstep: Class 7 contains 2337 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 11273 members 
Mstep: Class 10 contains 7230 members 
Mstep: Class 11 contains 6311 members 
Mstep: Class 12 contains 100787 members 
Mstep: Class 13 contains 35669 members 
Mstep: Class 14 contains 29589 members 
Mstep: Class 15 contains 144656 members 
Mstep: Class 16 contains 11701 members 
Mstep: Class 17 contains 18486 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 5957 members 
Mstep: Class 20 contains 12395 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 93241 members 
Mstep: Class 24 contains 4105 members 
Mstep: Class 25 contains 61157 members 
Mstep: Class 26 contains 7704 members 
Mstep: Class 27 contains 16305 members 
Mstep: Class 28 contains 5848 members 
Mstep: Class 29 contains 21292 members 
Mstep: Class 30 contains 10570 members 
Mstep: Class 31 contains 32611 members 
Mstep: Class 32 contains 17175 members 
Mstep: Class 33 contains 17592 members 
Mstep: Class 34 contains 33692 members 
Mstep: Class 35 contains 65880 members 
Mstep: Class 36 contains 1522 members 
Mstep: Class 37 contains 6719 members 
Mstep: Class 38 contains 16562 members 
Mstep: Class 39 contains 33302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154365808.000000 Penalty: 136258.656250
Iteration 45Q: 40 clusters Score -1.543658e+08 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 237228 members 
Mstep: Class 3 contains 89578 members 
Mstep: Class 4 contains 9998 members 
Mstep: Class 5 contains 11830 members 
Mstep: Class 6 contains 72184 members 
Mstep: Class 7 contains 2337 members 
Mstep: Class 8 contains 5423 members 
Mstep: Class 9 contains 11184 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 6453 members 
Mstep: Class 12 contains 100349 members 
Mstep: Class 13 contains 35665 members 
Mstep: Class 14 contains 29312 members 
Mstep: Class 15 contains 143963 members 
Mstep: Class 16 contains 11666 members 
Mstep: Class 17 contains 18363 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 19 contains 5891 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 5877 members 
Mstep: Class 22 contains 3154 members 
Mstep: Class 23 contains 93748 members 
Mstep: Class 24 contains 4095 members 
Mstep: Class 25 contains 60636 members 
Mstep: Class 26 contains 7859 members 
Mstep: Class 27 contains 16305 members 
Mstep: Class 28 contains 5848 members 
Mstep: Class 29 contains 21179 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 33082 members 
Mstep: Class 32 contains 17215 members 
Mstep: Class 33 contains 17684 members 
Mstep: Class 34 contains 33648 members 
Mstep: Class 35 contains 65739 members 
Mstep: Class 36 contains 1521 members 
Mstep: Class 37 contains 6736 members 
Mstep: Class 38 contains 16296 members 
Mstep: Class 39 contains 33273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154366576.000000 Penalty: 136258.656250
Iteration 46Q: 40 clusters Score -1.543666e+08 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 236969 members 
Mstep: Class 3 contains 89827 members 
Mstep: Class 4 contains 10006 members 
Mstep: Class 5 contains 12040 members 
Mstep: Class 6 contains 72690 members 
Mstep: Class 7 contains 2330 members 
Mstep: Class 8 contains 5496 members 
Mstep: Class 9 contains 11096 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 99935 members 
Mstep: Class 13 contains 35680 members 
Mstep: Class 14 contains 29048 members 
Mstep: Class 15 contains 143320 members 
Mstep: Class 16 contains 11670 members 
Mstep: Class 17 contains 18281 members 
Mstep: Class 18 contains 6194 members 
Mstep: Class 19 contains 5825 members 
Mstep: Class 20 contains 12256 members 
Mstep: Class 21 contains 6061 members 
Mstep: Class 22 contains 3274 members 
Mstep: Class 23 contains 94146 members 
Mstep: Class 24 contains 4083 members 
Mstep: Class 25 contains 60195 members 
Mstep: Class 26 contains 7973 members 
Mstep: Class 27 contains 16312 members 
Mstep: Class 28 contains 5844 members 
Mstep: Class 29 contains 21033 members 
Mstep: Class 30 contains 10903 members 
Mstep: Class 31 contains 33526 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 17751 members 
Mstep: Class 34 contains 33593 members 
Mstep: Class 35 contains 65608 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 6752 members 
Mstep: Class 38 contains 16048 members 
Mstep: Class 39 contains 33218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154367504.000000 Penalty: 136258.656250
Iteration 47Q: 40 clusters Score -1.543675e+08 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 236731 members 
Mstep: Class 3 contains 90045 members 
Mstep: Class 4 contains 10010 members 
Mstep: Class 5 contains 12228 members 
Mstep: Class 6 contains 73176 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 5568 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 99589 members 
Mstep: Class 13 contains 35690 members 
Mstep: Class 14 contains 28841 members 
Mstep: Class 15 contains 142715 members 
Mstep: Class 16 contains 11671 members 
Mstep: Class 17 contains 18231 members 
Mstep: Class 18 contains 6191 members 
Mstep: Class 19 contains 5782 members 
Mstep: Class 20 contains 12210 members 
Mstep: Class 21 contains 6193 members 
Mstep: Class 22 contains 3361 members 
Mstep: Class 23 contains 94457 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 59814 members 
Mstep: Class 26 contains 8073 members 
Mstep: Class 27 contains 16315 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 20855 members 
Mstep: Class 30 contains 11055 members 
Mstep: Class 31 contains 33948 members 
Mstep: Class 32 contains 17241 members 
Mstep: Class 33 contains 17813 members 
Mstep: Class 34 contains 33549 members 
Mstep: Class 35 contains 65493 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 6762 members 
Mstep: Class 38 contains 15840 members 
Mstep: Class 39 contains 33177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154367936.000000 Penalty: 136258.656250
Iteration 48Q: 40 clusters Score -1.543679e+08 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 236563 members 
Mstep: Class 3 contains 90248 members 
Mstep: Class 4 contains 10014 members 
Mstep: Class 5 contains 12411 members 
Mstep: Class 6 contains 73555 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 5638 members 
Mstep: Class 9 contains 10943 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 99294 members 
Mstep: Class 13 contains 35701 members 
Mstep: Class 14 contains 28651 members 
Mstep: Class 15 contains 142171 members 
Mstep: Class 16 contains 11686 members 
Mstep: Class 17 contains 18239 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 19 contains 5736 members 
Mstep: Class 20 contains 12202 members 
Mstep: Class 21 contains 6296 members 
Mstep: Class 22 contains 3403 members 
Mstep: Class 23 contains 94692 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 59495 members 
Mstep: Class 26 contains 8128 members 
Mstep: Class 27 contains 16308 members 
Mstep: Class 28 contains 5835 members 
Mstep: Class 29 contains 20667 members 
Mstep: Class 30 contains 11191 members 
Mstep: Class 31 contains 34342 members 
Mstep: Class 32 contains 17248 members 
Mstep: Class 33 contains 17858 members 
Mstep: Class 34 contains 33512 members 
Mstep: Class 35 contains 65411 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 6775 members 
Mstep: Class 38 contains 15630 members 
Mstep: Class 39 contains 33130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154367920.000000 Penalty: 136258.656250
Iteration 49Q: 40 clusters Score -1.543679e+08 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 236390 members 
Mstep: Class 3 contains 90481 members 
Mstep: Class 4 contains 10017 members 
Mstep: Class 5 contains 12595 members 
Mstep: Class 6 contains 73869 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 5696 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 6824 members 
Mstep: Class 12 contains 99043 members 
Mstep: Class 13 contains 35706 members 
Mstep: Class 14 contains 28463 members 
Mstep: Class 15 contains 141649 members 
Mstep: Class 16 contains 11700 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 6187 members 
Mstep: Class 19 contains 5693 members 
Mstep: Class 20 contains 12198 members 
Mstep: Class 21 contains 6375 members 
Mstep: Class 22 contains 3429 members 
Mstep: Class 23 contains 94892 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 59198 members 
Mstep: Class 26 contains 8165 members 
Mstep: Class 27 contains 16309 members 
Mstep: Class 28 contains 5833 members 
Mstep: Class 29 contains 20470 members 
Mstep: Class 30 contains 11334 members 
Mstep: Class 31 contains 34688 members 
Mstep: Class 32 contains 17250 members 
Mstep: Class 33 contains 17900 members 
Mstep: Class 34 contains 33489 members 
Mstep: Class 35 contains 65319 members 
Mstep: Class 36 contains 1516 members 
Mstep: Class 37 contains 6777 members 
Mstep: Class 38 contains 15531 members 
Mstep: Class 39 contains 33084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154367616.000000 Penalty: 136258.656250
Iteration 50Q: 40 clusters Score -1.543676e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 236256 members 
Mstep: Class 3 contains 90693 members 
Mstep: Class 4 contains 10020 members 
Mstep: Class 5 contains 12771 members 
Mstep: Class 6 contains 74195 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 10781 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 98804 members 
Mstep: Class 13 contains 35710 members 
Mstep: Class 14 contains 28284 members 
Mstep: Class 15 contains 141182 members 
Mstep: Class 16 contains 11707 members 
Mstep: Class 17 contains 18314 members 
Mstep: Class 18 contains 6187 members 
Mstep: Class 19 contains 5664 members 
Mstep: Class 20 contains 12200 members 
Mstep: Class 21 contains 6440 members 
Mstep: Class 22 contains 3463 members 
Mstep: Class 23 contains 95071 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 58889 members 
Mstep: Class 26 contains 8204 members 
Mstep: Class 27 contains 16308 members 
Mstep: Class 28 contains 5827 members 
Mstep: Class 29 contains 20277 members 
Mstep: Class 30 contains 11470 members 
Mstep: Class 31 contains 35016 members 
Mstep: Class 32 contains 17250 members 
Mstep: Class 33 contains 17938 members 
Mstep: Class 34 contains 33465 members 
Mstep: Class 35 contains 65222 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 6777 members 
Mstep: Class 38 contains 15458 members 
Mstep: Class 39 contains 33037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154368464.000000 Penalty: 136258.656250
Iteration 51Q: 40 clusters Score -1.543685e+08 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 236134 members 
Mstep: Class 3 contains 90875 members 
Mstep: Class 4 contains 10023 members 
Mstep: Class 5 contains 12936 members 
Mstep: Class 6 contains 74500 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 10689 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 98631 members 
Mstep: Class 13 contains 35715 members 
Mstep: Class 14 contains 28082 members 
Mstep: Class 15 contains 140745 members 
Mstep: Class 16 contains 11718 members 
Mstep: Class 17 contains 18341 members 
Mstep: Class 18 contains 6184 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 12207 members 
Mstep: Class 21 contains 6493 members 
Mstep: Class 22 contains 3478 members 
Mstep: Class 23 contains 95226 members 
Mstep: Class 24 contains 4051 members 
Mstep: Class 25 contains 58649 members 
Mstep: Class 26 contains 8230 members 
Mstep: Class 27 contains 16318 members 
Mstep: Class 28 contains 5824 members 
Mstep: Class 29 contains 20080 members 
Mstep: Class 30 contains 11563 members 
Mstep: Class 31 contains 35319 members 
Mstep: Class 32 contains 17253 members 
Mstep: Class 33 contains 17966 members 
Mstep: Class 34 contains 33457 members 
Mstep: Class 35 contains 65154 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 6774 members 
Mstep: Class 38 contains 15401 members 
Mstep: Class 39 contains 33005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154368928.000000 Penalty: 136258.656250
Iteration 52Q: 40 clusters Score -1.543689e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 236046 members 
Mstep: Class 3 contains 91019 members 
Mstep: Class 4 contains 10024 members 
Mstep: Class 5 contains 13102 members 
Mstep: Class 6 contains 74738 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 10598 members 
Mstep: Class 10 contains 7227 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 98461 members 
Mstep: Class 13 contains 35720 members 
Mstep: Class 14 contains 27917 members 
Mstep: Class 15 contains 140402 members 
Mstep: Class 16 contains 11726 members 
Mstep: Class 17 contains 18359 members 
Mstep: Class 18 contains 6184 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 12218 members 
Mstep: Class 21 contains 6547 members 
Mstep: Class 22 contains 3488 members 
Mstep: Class 23 contains 95377 members 
Mstep: Class 24 contains 4045 members 
Mstep: Class 25 contains 58379 members 
Mstep: Class 26 contains 8261 members 
Mstep: Class 27 contains 16321 members 
Mstep: Class 28 contains 5823 members 
Mstep: Class 29 contains 19878 members 
Mstep: Class 30 contains 11643 members 
Mstep: Class 31 contains 35590 members 
Mstep: Class 32 contains 17255 members 
Mstep: Class 33 contains 17988 members 
Mstep: Class 34 contains 33452 members 
Mstep: Class 35 contains 65101 members 
Mstep: Class 36 contains 1519 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 15359 members 
Mstep: Class 39 contains 32980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154368832.000000 Penalty: 136258.656250
Iteration 53Q: 40 clusters Score -1.543688e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 235969 members 
Mstep: Class 3 contains 91145 members 
Mstep: Class 4 contains 10025 members 
Mstep: Class 5 contains 13253 members 
Mstep: Class 6 contains 74936 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 5888 members 
Mstep: Class 9 contains 10489 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 7006 members 
Mstep: Class 12 contains 98316 members 
Mstep: Class 13 contains 35723 members 
Mstep: Class 14 contains 27767 members 
Mstep: Class 15 contains 140105 members 
Mstep: Class 16 contains 11737 members 
Mstep: Class 17 contains 18369 members 
Mstep: Class 18 contains 6183 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 6590 members 
Mstep: Class 22 contains 3500 members 
Mstep: Class 23 contains 95524 members 
Mstep: Class 24 contains 4041 members 
Mstep: Class 25 contains 58183 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 16318 members 
Mstep: Class 28 contains 5821 members 
Mstep: Class 29 contains 19741 members 
Mstep: Class 30 contains 11722 members 
Mstep: Class 31 contains 35828 members 
Mstep: Class 32 contains 17258 members 
Mstep: Class 33 contains 18019 members 
Mstep: Class 34 contains 33442 members 
Mstep: Class 35 contains 65063 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 6743 members 
Mstep: Class 38 contains 15293 members 
Mstep: Class 39 contains 32958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154369376.000000 Penalty: 136258.656250
Iteration 54Q: 40 clusters Score -1.543694e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 235914 members 
Mstep: Class 3 contains 91258 members 
Mstep: Class 4 contains 10030 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 75111 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 8 contains 5927 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 7029 members 
Mstep: Class 12 contains 98193 members 
Mstep: Class 13 contains 35726 members 
Mstep: Class 14 contains 27662 members 
Mstep: Class 15 contains 139833 members 
Mstep: Class 16 contains 11741 members 
Mstep: Class 17 contains 18389 members 
Mstep: Class 18 contains 6185 members 
Mstep: Class 19 contains 5620 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 6629 members 
Mstep: Class 22 contains 3506 members 
Mstep: Class 23 contains 95658 members 
Mstep: Class 24 contains 4036 members 
Mstep: Class 25 contains 57965 members 
Mstep: Class 26 contains 8298 members 
Mstep: Class 27 contains 16315 members 
Mstep: Class 28 contains 5819 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 11807 members 
Mstep: Class 31 contains 36010 members 
Mstep: Class 32 contains 17256 members 
Mstep: Class 33 contains 18042 members 
Mstep: Class 34 contains 33415 members 
Mstep: Class 35 contains 65027 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 6737 members 
Mstep: Class 38 contains 15207 members 
Mstep: Class 39 contains 32936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154369744.000000 Penalty: 136258.656250
Iteration 55Q: 40 clusters Score -1.543697e+08 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 235855 members 
Mstep: Class 3 contains 91353 members 
Mstep: Class 4 contains 10030 members 
Mstep: Class 5 contains 13556 members 
Mstep: Class 6 contains 75293 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 10307 members 
Mstep: Class 10 contains 7214 members 
Mstep: Class 11 contains 7040 members 
Mstep: Class 12 contains 98082 members 
Mstep: Class 13 contains 35732 members 
Mstep: Class 14 contains 27572 members 
Mstep: Class 15 contains 139587 members 
Mstep: Class 16 contains 11746 members 
Mstep: Class 17 contains 18399 members 
Mstep: Class 18 contains 6186 members 
Mstep: Class 19 contains 5618 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 3512 members 
Mstep: Class 23 contains 95766 members 
Mstep: Class 24 contains 4031 members 
Mstep: Class 25 contains 57747 members 
Mstep: Class 26 contains 8307 members 
Mstep: Class 27 contains 16317 members 
Mstep: Class 28 contains 5815 members 
Mstep: Class 29 contains 19547 members 
Mstep: Class 30 contains 11883 members 
Mstep: Class 31 contains 36175 members 
Mstep: Class 32 contains 17260 members 
Mstep: Class 33 contains 18063 members 
Mstep: Class 34 contains 33395 members 
Mstep: Class 35 contains 65002 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 6722 members 
Mstep: Class 38 contains 15144 members 
Mstep: Class 39 contains 32915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154370304.000000 Penalty: 136258.656250
Iteration 56Q: 40 clusters Score -1.543703e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 235789 members 
Mstep: Class 3 contains 91438 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 13693 members 
Mstep: Class 6 contains 75449 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 5999 members 
Mstep: Class 9 contains 10212 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 7052 members 
Mstep: Class 12 contains 97972 members 
Mstep: Class 13 contains 35742 members 
Mstep: Class 14 contains 27485 members 
Mstep: Class 15 contains 139394 members 
Mstep: Class 16 contains 11749 members 
Mstep: Class 17 contains 18411 members 
Mstep: Class 18 contains 6190 members 
Mstep: Class 19 contains 5603 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 6732 members 
Mstep: Class 22 contains 3518 members 
Mstep: Class 23 contains 95852 members 
Mstep: Class 24 contains 4030 members 
Mstep: Class 25 contains 57567 members 
Mstep: Class 26 contains 8316 members 
Mstep: Class 27 contains 16327 members 
Mstep: Class 28 contains 5812 members 
Mstep: Class 29 contains 19493 members 
Mstep: Class 30 contains 11937 members 
Mstep: Class 31 contains 36316 members 
Mstep: Class 32 contains 17257 members 
Mstep: Class 33 contains 18076 members 
Mstep: Class 34 contains 33379 members 
Mstep: Class 35 contains 64980 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 6716 members 
Mstep: Class 38 contains 15084 members 
Mstep: Class 39 contains 32886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154370272.000000 Penalty: 136258.656250
Iteration 57Q: 40 clusters Score -1.543703e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 235757 members 
Mstep: Class 3 contains 91482 members 
Mstep: Class 4 contains 10026 members 
Mstep: Class 5 contains 13832 members 
Mstep: Class 6 contains 75557 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 6035 members 
Mstep: Class 9 contains 10123 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 7064 members 
Mstep: Class 12 contains 97885 members 
Mstep: Class 13 contains 35747 members 
Mstep: Class 14 contains 27399 members 
Mstep: Class 15 contains 139224 members 
Mstep: Class 16 contains 11750 members 
Mstep: Class 17 contains 18421 members 
Mstep: Class 18 contains 6192 members 
Mstep: Class 19 contains 5587 members 
Mstep: Class 20 contains 12234 members 
Mstep: Class 21 contains 6805 members 
Mstep: Class 22 contains 3523 members 
Mstep: Class 23 contains 95936 members 
Mstep: Class 24 contains 4029 members 
Mstep: Class 25 contains 57400 members 
Mstep: Class 26 contains 8331 members 
Mstep: Class 27 contains 16320 members 
Mstep: Class 28 contains 5809 members 
Mstep: Class 29 contains 19450 members 
Mstep: Class 30 contains 11993 members 
Mstep: Class 31 contains 36447 members 
Mstep: Class 32 contains 17258 members 
Mstep: Class 33 contains 18086 members 
Mstep: Class 34 contains 33368 members 
Mstep: Class 35 contains 64951 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 15022 members 
Mstep: Class 39 contains 32862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154370288.000000 Penalty: 136258.656250
Iteration 58Q: 40 clusters Score -1.543703e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 235733 members 
Mstep: Class 3 contains 91527 members 
Mstep: Class 4 contains 10026 members 
Mstep: Class 5 contains 13979 members 
Mstep: Class 6 contains 75646 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 6067 members 
Mstep: Class 9 contains 10021 members 
Mstep: Class 10 contains 7227 members 
Mstep: Class 11 contains 7077 members 
Mstep: Class 12 contains 97793 members 
Mstep: Class 13 contains 35753 members 
Mstep: Class 14 contains 27299 members 
Mstep: Class 15 contains 139059 members 
Mstep: Class 16 contains 11751 members 
Mstep: Class 17 contains 18429 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 19 contains 5570 members 
Mstep: Class 20 contains 12239 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 22 contains 3527 members 
Mstep: Class 23 contains 96011 members 
Mstep: Class 24 contains 4029 members 
Mstep: Class 25 contains 57264 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 16328 members 
Mstep: Class 28 contains 5806 members 
Mstep: Class 29 contains 19421 members 
Mstep: Class 30 contains 12042 members 
Mstep: Class 31 contains 36567 members 
Mstep: Class 32 contains 17258 members 
Mstep: Class 33 contains 18094 members 
Mstep: Class 34 contains 33347 members 
Mstep: Class 35 contains 64933 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 14984 members 
Mstep: Class 39 contains 32839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154370000.000000 Penalty: 136258.656250
Iteration 59Q: 40 clusters Score -1.5437e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 235715 members 
Mstep: Class 3 contains 91554 members 
Mstep: Class 4 contains 10026 members 
Mstep: Class 5 contains 14151 members 
Mstep: Class 6 contains 75730 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 6106 members 
Mstep: Class 9 contains 9886 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 7078 members 
Mstep: Class 12 contains 97729 members 
Mstep: Class 13 contains 35757 members 
Mstep: Class 14 contains 27219 members 
Mstep: Class 15 contains 138904 members 
Mstep: Class 16 contains 11752 members 
Mstep: Class 17 contains 18441 members 
Mstep: Class 18 contains 6195 members 
Mstep: Class 19 contains 5564 members 
Mstep: Class 20 contains 12233 members 
Mstep: Class 21 contains 6957 members 
Mstep: Class 22 contains 3530 members 
Mstep: Class 23 contains 96089 members 
Mstep: Class 24 contains 4028 members 
Mstep: Class 25 contains 57129 members 
Mstep: Class 26 contains 8346 members 
Mstep: Class 27 contains 16327 members 
Mstep: Class 28 contains 5805 members 
Mstep: Class 29 contains 19400 members 
Mstep: Class 30 contains 12089 members 
Mstep: Class 31 contains 36658 members 
Mstep: Class 32 contains 17256 members 
Mstep: Class 33 contains 18101 members 
Mstep: Class 34 contains 33333 members 
Mstep: Class 35 contains 64908 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 6723 members 
Mstep: Class 38 contains 14956 members 
Mstep: Class 39 contains 32811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154372688.000000 Penalty: 136258.656250
Iteration 60F: 40 clusters Score -1.543727e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 235703 members 
Mstep: Class 3 contains 91584 members 
Mstep: Class 4 contains 10024 members 
Mstep: Class 5 contains 14304 members 
Mstep: Class 6 contains 75741 members 
Mstep: Class 7 contains 2320 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 9903 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 97672 members 
Mstep: Class 13 contains 35760 members 
Mstep: Class 14 contains 27145 members 
Mstep: Class 15 contains 138762 members 
Mstep: Class 16 contains 11603 members 
Mstep: Class 17 contains 18221 members 
Mstep: Class 18 contains 6194 members 
Mstep: Class 19 contains 5468 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 21 contains 7024 members 
Mstep: Class 22 contains 3888 members 
Mstep: Class 23 contains 96160 members 
Mstep: Class 24 contains 4028 members 
Mstep: Class 25 contains 57005 members 
Mstep: Class 26 contains 8308 members 
Mstep: Class 27 contains 16323 members 
Mstep: Class 28 contains 5803 members 
Mstep: Class 29 contains 19334 members 
Mstep: Class 30 contains 12404 members 
Mstep: Class 31 contains 36750 members 
Mstep: Class 32 contains 17256 members 
Mstep: Class 33 contains 18108 members 
Mstep: Class 34 contains 33318 members 
Mstep: Class 35 contains 64828 members 
Mstep: Class 36 contains 1596 members 
Mstep: Class 37 contains 6603 members 
Mstep: Class 38 contains 14960 members 
Mstep: Class 39 contains 32793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154375264.000000 Penalty: 136258.656250
Iteration 61Q: 40 clusters Score -1.543753e+08 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 235676 members 
Mstep: Class 3 contains 91603 members 
Mstep: Class 4 contains 10024 members 
Mstep: Class 5 contains 14465 members 
Mstep: Class 6 contains 75762 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 6164 members 
Mstep: Class 9 contains 9812 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 7093 members 
Mstep: Class 12 contains 97622 members 
Mstep: Class 13 contains 35763 members 
Mstep: Class 14 contains 27057 members 
Mstep: Class 15 contains 138648 members 
Mstep: Class 16 contains 11507 members 
Mstep: Class 17 contains 18044 members 
Mstep: Class 18 contains 6194 members 
Mstep: Class 19 contains 5427 members 
Mstep: Class 20 contains 12236 members 
Mstep: Class 21 contains 7113 members 
Mstep: Class 22 contains 4202 members 
Mstep: Class 23 contains 96238 members 
Mstep: Class 24 contains 4026 members 
Mstep: Class 25 contains 56964 members 
Mstep: Class 26 contains 8270 members 
Mstep: Class 27 contains 16320 members 
Mstep: Class 28 contains 5801 members 
Mstep: Class 29 contains 19284 members 
Mstep: Class 30 contains 12630 members 
Mstep: Class 31 contains 36842 members 
Mstep: Class 32 contains 17256 members 
Mstep: Class 33 contains 18119 members 
Mstep: Class 34 contains 33282 members 
Mstep: Class 35 contains 64724 members 
Mstep: Class 36 contains 1577 members 
Mstep: Class 37 contains 6516 members 
Mstep: Class 38 contains 14933 members 
Mstep: Class 39 contains 32770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154375776.000000 Penalty: 136258.656250
Iteration 62Q: 40 clusters Score -1.543758e+08 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 235659 members 
Mstep: Class 3 contains 91615 members 
Mstep: Class 4 contains 10021 members 
Mstep: Class 5 contains 14613 members 
Mstep: Class 6 contains 75799 members 
Mstep: Class 7 contains 2333 members 
Mstep: Class 8 contains 6201 members 
Mstep: Class 9 contains 9633 members 
Mstep: Class 10 contains 7240 members 
Mstep: Class 11 contains 7129 members 
Mstep: Class 12 contains 97572 members 
Mstep: Class 13 contains 35768 members 
Mstep: Class 14 contains 26969 members 
Mstep: Class 15 contains 138522 members 
Mstep: Class 16 contains 11425 members 
Mstep: Class 17 contains 17889 members 
Mstep: Class 18 contains 6193 members 
Mstep: Class 19 contains 5379 members 
Mstep: Class 20 contains 12250 members 
Mstep: Class 21 contains 7222 members 
Mstep: Class 22 contains 4489 members 
Mstep: Class 23 contains 96310 members 
Mstep: Class 24 contains 4024 members 
Mstep: Class 25 contains 56956 members 
Mstep: Class 26 contains 8247 members 
Mstep: Class 27 contains 16310 members 
Mstep: Class 28 contains 5798 members 
Mstep: Class 29 contains 19257 members 
Mstep: Class 30 contains 12804 members 
Mstep: Class 31 contains 36943 members 
Mstep: Class 32 contains 17257 members 
Mstep: Class 33 contains 18128 members 
Mstep: Class 34 contains 33251 members 
Mstep: Class 35 contains 64610 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 6444 members 
Mstep: Class 38 contains 14901 members 
Mstep: Class 39 contains 32729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154376320.000000 Penalty: 136258.656250
Iteration 63Q: 40 clusters Score -1.543763e+08 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 235664 members 
Mstep: Class 3 contains 91641 members 
Mstep: Class 4 contains 10022 members 
Mstep: Class 5 contains 14766 members 
Mstep: Class 6 contains 75810 members 
Mstep: Class 7 contains 2333 members 
Mstep: Class 8 contains 6235 members 
Mstep: Class 9 contains 9387 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 7164 members 
Mstep: Class 12 contains 97519 members 
Mstep: Class 13 contains 35781 members 
Mstep: Class 14 contains 26896 members 
Mstep: Class 15 contains 138403 members 
Mstep: Class 16 contains 11378 members 
Mstep: Class 17 contains 17736 members 
Mstep: Class 18 contains 6191 members 
Mstep: Class 19 contains 5338 members 
Mstep: Class 20 contains 12268 members 
Mstep: Class 21 contains 7338 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 96372 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 56966 members 
Mstep: Class 26 contains 8232 members 
Mstep: Class 27 contains 16310 members 
Mstep: Class 28 contains 5799 members 
Mstep: Class 29 contains 19241 members 
Mstep: Class 30 contains 12942 members 
Mstep: Class 31 contains 37020 members 
Mstep: Class 32 contains 17259 members 
Mstep: Class 33 contains 18133 members 
Mstep: Class 34 contains 33231 members 
Mstep: Class 35 contains 64508 members 
Mstep: Class 36 contains 1570 members 
Mstep: Class 37 contains 6385 members 
Mstep: Class 38 contains 14868 members 
Mstep: Class 39 contains 32695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154376656.000000 Penalty: 136258.656250
Iteration 64Q: 40 clusters Score -1.543767e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 235675 members 
Mstep: Class 3 contains 91648 members 
Mstep: Class 4 contains 10023 members 
Mstep: Class 5 contains 14904 members 
Mstep: Class 6 contains 75812 members 
Mstep: Class 7 contains 2329 members 
Mstep: Class 8 contains 6261 members 
Mstep: Class 9 contains 9103 members 
Mstep: Class 10 contains 7255 members 
Mstep: Class 11 contains 7197 members 
Mstep: Class 12 contains 97469 members 
Mstep: Class 13 contains 35788 members 
Mstep: Class 14 contains 26825 members 
Mstep: Class 15 contains 138274 members 
Mstep: Class 16 contains 11338 members 
Mstep: Class 17 contains 17569 members 
Mstep: Class 18 contains 6191 members 
Mstep: Class 19 contains 5311 members 
Mstep: Class 20 contains 12284 members 
Mstep: Class 21 contains 7475 members 
Mstep: Class 22 contains 5008 members 
Mstep: Class 23 contains 96472 members 
Mstep: Class 24 contains 4006 members 
Mstep: Class 25 contains 56964 members 
Mstep: Class 26 contains 8214 members 
Mstep: Class 27 contains 16314 members 
Mstep: Class 28 contains 5798 members 
Mstep: Class 29 contains 19221 members 
Mstep: Class 30 contains 13084 members 
Mstep: Class 31 contains 37110 members 
Mstep: Class 32 contains 17258 members 
Mstep: Class 33 contains 18145 members 
Mstep: Class 34 contains 33217 members 
Mstep: Class 35 contains 64392 members 
Mstep: Class 36 contains 1568 members 
Mstep: Class 37 contains 6333 members 
Mstep: Class 38 contains 14838 members 
Mstep: Class 39 contains 32663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154377120.000000 Penalty: 136258.656250
Iteration 65Q: 40 clusters Score -1.543771e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 235675 members 
Mstep: Class 3 contains 91632 members 
Mstep: Class 4 contains 10021 members 
Mstep: Class 5 contains 15015 members 
Mstep: Class 6 contains 75803 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 6288 members 
Mstep: Class 9 contains 8795 members 
Mstep: Class 10 contains 7256 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 97424 members 
Mstep: Class 13 contains 35797 members 
Mstep: Class 14 contains 26748 members 
Mstep: Class 15 contains 138182 members 
Mstep: Class 16 contains 11300 members 
Mstep: Class 17 contains 17434 members 
Mstep: Class 18 contains 6191 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 7609 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 96587 members 
Mstep: Class 24 contains 4002 members 
Mstep: Class 25 contains 56995 members 
Mstep: Class 26 contains 8209 members 
Mstep: Class 27 contains 16315 members 
Mstep: Class 28 contains 5796 members 
Mstep: Class 29 contains 19212 members 
Mstep: Class 30 contains 13219 members 
Mstep: Class 31 contains 37189 members 
Mstep: Class 32 contains 17260 members 
Mstep: Class 33 contains 18155 members 
Mstep: Class 34 contains 33193 members 
Mstep: Class 35 contains 64270 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 6297 members 
Mstep: Class 38 contains 14802 members 
Mstep: Class 39 contains 32628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154377216.000000 Penalty: 136258.656250
Iteration 66Q: 40 clusters Score -1.543772e+08 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 235679 members 
Mstep: Class 3 contains 91617 members 
Mstep: Class 4 contains 10021 members 
Mstep: Class 5 contains 15122 members 
Mstep: Class 6 contains 75805 members 
Mstep: Class 7 contains 2331 members 
Mstep: Class 8 contains 6326 members 
Mstep: Class 9 contains 8524 members 
Mstep: Class 10 contains 7251 members 
Mstep: Class 11 contains 7230 members 
Mstep: Class 12 contains 97362 members 
Mstep: Class 13 contains 35805 members 
Mstep: Class 14 contains 26673 members 
Mstep: Class 15 contains 138084 members 
Mstep: Class 16 contains 11248 members 
Mstep: Class 17 contains 17305 members 
Mstep: Class 18 contains 6192 members 
Mstep: Class 19 contains 5269 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 7749 members 
Mstep: Class 22 contains 5451 members 
Mstep: Class 23 contains 96727 members 
Mstep: Class 24 contains 3995 members 
Mstep: Class 25 contains 56949 members 
Mstep: Class 26 contains 8205 members 
Mstep: Class 27 contains 16313 members 
Mstep: Class 28 contains 5795 members 
Mstep: Class 29 contains 19214 members 
Mstep: Class 30 contains 13355 members 
Mstep: Class 31 contains 37275 members 
Mstep: Class 32 contains 17261 members 
Mstep: Class 33 contains 18164 members 
Mstep: Class 34 contains 33181 members 
Mstep: Class 35 contains 64183 members 
Mstep: Class 36 contains 1565 members 
Mstep: Class 37 contains 6251 members 
Mstep: Class 38 contains 14765 members 
Mstep: Class 39 contains 32592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154378016.000000 Penalty: 136258.656250
Iteration 67Q: 40 clusters Score -1.54378e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 235701 members 
Mstep: Class 3 contains 91582 members 
Mstep: Class 4 contains 10025 members 
Mstep: Class 5 contains 15260 members 
Mstep: Class 6 contains 75810 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 8292 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 7250 members 
Mstep: Class 12 contains 97301 members 
Mstep: Class 13 contains 35811 members 
Mstep: Class 14 contains 26600 members 
Mstep: Class 15 contains 138022 members 
Mstep: Class 16 contains 11193 members 
Mstep: Class 17 contains 17170 members 
Mstep: Class 18 contains 6194 members 
Mstep: Class 19 contains 5248 members 
Mstep: Class 20 contains 12343 members 
Mstep: Class 21 contains 7882 members 
Mstep: Class 22 contains 5618 members 
Mstep: Class 23 contains 96860 members 
Mstep: Class 24 contains 3983 members 
Mstep: Class 25 contains 56822 members 
Mstep: Class 26 contains 8206 members 
Mstep: Class 27 contains 16315 members 
Mstep: Class 28 contains 5791 members 
Mstep: Class 29 contains 19215 members 
Mstep: Class 30 contains 13483 members 
Mstep: Class 31 contains 37359 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 18172 members 
Mstep: Class 34 contains 33174 members 
Mstep: Class 35 contains 64121 members 
Mstep: Class 36 contains 1562 members 
Mstep: Class 37 contains 6220 members 
Mstep: Class 38 contains 14733 members 
Mstep: Class 39 contains 32554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154378592.000000 Penalty: 136258.656250
Iteration 68Q: 40 clusters Score -1.543786e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 235715 members 
Mstep: Class 3 contains 91557 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 15389 members 
Mstep: Class 6 contains 75766 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 8 contains 6417 members 
Mstep: Class 9 contains 8143 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 7270 members 
Mstep: Class 12 contains 97229 members 
Mstep: Class 13 contains 35818 members 
Mstep: Class 14 contains 26524 members 
Mstep: Class 15 contains 137958 members 
Mstep: Class 16 contains 11129 members 
Mstep: Class 17 contains 17053 members 
Mstep: Class 18 contains 6194 members 
Mstep: Class 19 contains 5242 members 
Mstep: Class 20 contains 12360 members 
Mstep: Class 21 contains 8003 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 96989 members 
Mstep: Class 24 contains 3969 members 
Mstep: Class 25 contains 56637 members 
Mstep: Class 26 contains 8207 members 
Mstep: Class 27 contains 16316 members 
Mstep: Class 28 contains 5786 members 
Mstep: Class 29 contains 19217 members 
Mstep: Class 30 contains 13629 members 
Mstep: Class 31 contains 37452 members 
Mstep: Class 32 contains 17269 members 
Mstep: Class 33 contains 18180 members 
Mstep: Class 34 contains 33147 members 
Mstep: Class 35 contains 64056 members 
Mstep: Class 36 contains 1562 members 
Mstep: Class 37 contains 6196 members 
Mstep: Class 38 contains 14701 members 
Mstep: Class 39 contains 32519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154378336.000000 Penalty: 136258.656250
Iteration 69Q: 40 clusters Score -1.543783e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 235716 members 
Mstep: Class 3 contains 91547 members 
Mstep: Class 4 contains 10024 members 
Mstep: Class 5 contains 15518 members 
Mstep: Class 6 contains 75719 members 
Mstep: Class 7 contains 2333 members 
Mstep: Class 8 contains 6470 members 
Mstep: Class 9 contains 8073 members 
Mstep: Class 10 contains 7247 members 
Mstep: Class 11 contains 7296 members 
Mstep: Class 12 contains 97166 members 
Mstep: Class 13 contains 35817 members 
Mstep: Class 14 contains 26461 members 
Mstep: Class 15 contains 137879 members 
Mstep: Class 16 contains 11059 members 
Mstep: Class 17 contains 16958 members 
Mstep: Class 18 contains 6194 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 12374 members 
Mstep: Class 21 contains 8134 members 
Mstep: Class 22 contains 5958 members 
Mstep: Class 23 contains 97113 members 
Mstep: Class 24 contains 3962 members 
Mstep: Class 25 contains 56401 members 
Mstep: Class 26 contains 8205 members 
Mstep: Class 27 contains 16311 members 
Mstep: Class 28 contains 5782 members 
Mstep: Class 29 contains 19220 members 
Mstep: Class 30 contains 13776 members 
Mstep: Class 31 contains 37532 members 
Mstep: Class 32 contains 17268 members 
Mstep: Class 33 contains 18188 members 
Mstep: Class 34 contains 33130 members 
Mstep: Class 35 contains 63977 members 
Mstep: Class 36 contains 1563 members 
Mstep: Class 37 contains 6162 members 
Mstep: Class 38 contains 14674 members 
Mstep: Class 39 contains 32476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154378400.000000 Penalty: 136258.656250
Iteration 70Q: 40 clusters Score -1.543784e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 235694 members 
Mstep: Class 3 contains 91531 members 
Mstep: Class 4 contains 10020 members 
Mstep: Class 5 contains 15645 members 
Mstep: Class 6 contains 75661 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 6531 members 
Mstep: Class 9 contains 8065 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 7316 members 
Mstep: Class 12 contains 97125 members 
Mstep: Class 13 contains 35819 members 
Mstep: Class 14 contains 26392 members 
Mstep: Class 15 contains 137808 members 
Mstep: Class 16 contains 10982 members 
Mstep: Class 17 contains 16844 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 12405 members 
Mstep: Class 21 contains 8241 members 
Mstep: Class 22 contains 6104 members 
Mstep: Class 23 contains 97256 members 
Mstep: Class 24 contains 3957 members 
Mstep: Class 25 contains 56137 members 
Mstep: Class 26 contains 8215 members 
Mstep: Class 27 contains 16298 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 13900 members 
Mstep: Class 31 contains 37620 members 
Mstep: Class 32 contains 17269 members 
Mstep: Class 33 contains 18191 members 
Mstep: Class 34 contains 33101 members 
Mstep: Class 35 contains 63928 members 
Mstep: Class 36 contains 1562 members 
Mstep: Class 37 contains 6128 members 
Mstep: Class 38 contains 14644 members 
Mstep: Class 39 contains 32451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154379472.000000 Penalty: 136258.656250
Iteration 71Q: 40 clusters Score -1.543795e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 235687 members 
Mstep: Class 3 contains 91522 members 
Mstep: Class 4 contains 10014 members 
Mstep: Class 5 contains 15765 members 
Mstep: Class 6 contains 75623 members 
Mstep: Class 7 contains 2338 members 
Mstep: Class 8 contains 6603 members 
Mstep: Class 9 contains 8106 members 
Mstep: Class 10 contains 7250 members 
Mstep: Class 11 contains 7332 members 
Mstep: Class 12 contains 97088 members 
Mstep: Class 13 contains 35820 members 
Mstep: Class 14 contains 26327 members 
Mstep: Class 15 contains 137723 members 
Mstep: Class 16 contains 10913 members 
Mstep: Class 17 contains 16738 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 12430 members 
Mstep: Class 21 contains 8324 members 
Mstep: Class 22 contains 6255 members 
Mstep: Class 23 contains 97407 members 
Mstep: Class 24 contains 3954 members 
Mstep: Class 25 contains 55860 members 
Mstep: Class 26 contains 8212 members 
Mstep: Class 27 contains 16305 members 
Mstep: Class 28 contains 5779 members 
Mstep: Class 29 contains 19221 members 
Mstep: Class 30 contains 14023 members 
Mstep: Class 31 contains 37698 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 18201 members 
Mstep: Class 34 contains 33063 members 
Mstep: Class 35 contains 63877 members 
Mstep: Class 36 contains 1562 members 
Mstep: Class 37 contains 6078 members 
Mstep: Class 38 contains 14625 members 
Mstep: Class 39 contains 32426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154379120.000000 Penalty: 136258.656250
Iteration 72Q: 40 clusters Score -1.543791e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 235703 members 
Mstep: Class 3 contains 91517 members 
Mstep: Class 4 contains 10016 members 
Mstep: Class 5 contains 15867 members 
Mstep: Class 6 contains 75615 members 
Mstep: Class 7 contains 2333 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 8157 members 
Mstep: Class 10 contains 7251 members 
Mstep: Class 11 contains 7346 members 
Mstep: Class 12 contains 97039 members 
Mstep: Class 13 contains 35819 members 
Mstep: Class 14 contains 26261 members 
Mstep: Class 15 contains 137645 members 
Mstep: Class 16 contains 10845 members 
Mstep: Class 17 contains 16649 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 19 contains 5191 members 
Mstep: Class 20 contains 12452 members 
Mstep: Class 21 contains 8391 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 97517 members 
Mstep: Class 24 contains 3943 members 
Mstep: Class 25 contains 55616 members 
Mstep: Class 26 contains 8203 members 
Mstep: Class 27 contains 16311 members 
Mstep: Class 28 contains 5780 members 
Mstep: Class 29 contains 19222 members 
Mstep: Class 30 contains 14139 members 
Mstep: Class 31 contains 37780 members 
Mstep: Class 32 contains 17264 members 
Mstep: Class 33 contains 18205 members 
Mstep: Class 34 contains 33032 members 
Mstep: Class 35 contains 63819 members 
Mstep: Class 36 contains 1562 members 
Mstep: Class 37 contains 6042 members 
Mstep: Class 38 contains 14599 members 
Mstep: Class 39 contains 32397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154379136.000000 Penalty: 136258.656250
Iteration 73Q: 40 clusters Score -1.543791e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 235678 members 
Mstep: Class 3 contains 91516 members 
Mstep: Class 4 contains 10017 members 
Mstep: Class 5 contains 15972 members 
Mstep: Class 6 contains 75599 members 
Mstep: Class 7 contains 2334 members 
Mstep: Class 8 contains 6752 members 
Mstep: Class 9 contains 8211 members 
Mstep: Class 10 contains 7251 members 
Mstep: Class 11 contains 7357 members 
Mstep: Class 12 contains 96993 members 
Mstep: Class 13 contains 35820 members 
Mstep: Class 14 contains 26222 members 
Mstep: Class 15 contains 137564 members 
Mstep: Class 16 contains 10778 members 
Mstep: Class 17 contains 16557 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 19 contains 5173 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 8443 members 
Mstep: Class 22 contains 6517 members 
Mstep: Class 23 contains 97634 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 55386 members 
Mstep: Class 26 contains 8198 members 
Mstep: Class 27 contains 16309 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19223 members 
Mstep: Class 30 contains 14245 members 
Mstep: Class 31 contains 37834 members 
Mstep: Class 32 contains 17262 members 
Mstep: Class 33 contains 18207 members 
Mstep: Class 34 contains 33003 members 
Mstep: Class 35 contains 63771 members 
Mstep: Class 36 contains 1562 members 
Mstep: Class 37 contains 6008 members 
Mstep: Class 38 contains 14582 members 
Mstep: Class 39 contains 32378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154379696.000000 Penalty: 136258.656250
Iteration 74Q: 40 clusters Score -1.543797e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 235651 members 
Mstep: Class 3 contains 91529 members 
Mstep: Class 4 contains 10014 members 
Mstep: Class 5 contains 16089 members 
Mstep: Class 6 contains 75565 members 
Mstep: Class 7 contains 2329 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 8250 members 
Mstep: Class 10 contains 7256 members 
Mstep: Class 11 contains 7369 members 
Mstep: Class 12 contains 96960 members 
Mstep: Class 13 contains 35819 members 
Mstep: Class 14 contains 26187 members 
Mstep: Class 15 contains 137502 members 
Mstep: Class 16 contains 10732 members 
Mstep: Class 17 contains 16476 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 19 contains 5150 members 
Mstep: Class 20 contains 12498 members 
Mstep: Class 21 contains 8487 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 97719 members 
Mstep: Class 24 contains 3926 members 
Mstep: Class 25 contains 55174 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 16315 members 
Mstep: Class 28 contains 5780 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14343 members 
Mstep: Class 31 contains 37874 members 
Mstep: Class 32 contains 17261 members 
Mstep: Class 33 contains 18206 members 
Mstep: Class 34 contains 32982 members 
Mstep: Class 35 contains 63715 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5972 members 
Mstep: Class 38 contains 14577 members 
Mstep: Class 39 contains 32354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154379744.000000 Penalty: 136258.656250
Iteration 75Q: 40 clusters Score -1.543797e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 235618 members 
Mstep: Class 3 contains 91529 members 
Mstep: Class 4 contains 10012 members 
Mstep: Class 5 contains 16203 members 
Mstep: Class 6 contains 75557 members 
Mstep: Class 7 contains 2331 members 
Mstep: Class 8 contains 6868 members 
Mstep: Class 9 contains 8292 members 
Mstep: Class 10 contains 7256 members 
Mstep: Class 11 contains 7382 members 
Mstep: Class 12 contains 96924 members 
Mstep: Class 13 contains 35818 members 
Mstep: Class 14 contains 26165 members 
Mstep: Class 15 contains 137455 members 
Mstep: Class 16 contains 10693 members 
Mstep: Class 17 contains 16411 members 
Mstep: Class 18 contains 6199 members 
Mstep: Class 19 contains 5137 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 8532 members 
Mstep: Class 22 contains 6737 members 
Mstep: Class 23 contains 97802 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 54948 members 
Mstep: Class 26 contains 8194 members 
Mstep: Class 27 contains 16312 members 
Mstep: Class 28 contains 5780 members 
Mstep: Class 29 contains 19215 members 
Mstep: Class 30 contains 14449 members 
Mstep: Class 31 contains 37892 members 
Mstep: Class 32 contains 17257 members 
Mstep: Class 33 contains 18206 members 
Mstep: Class 34 contains 32951 members 
Mstep: Class 35 contains 63667 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5932 members 
Mstep: Class 38 contains 14570 members 
Mstep: Class 39 contains 32331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154380352.000000 Penalty: 136258.656250
Iteration 76Q: 40 clusters Score -1.543804e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 235594 members 
Mstep: Class 3 contains 91533 members 
Mstep: Class 4 contains 10009 members 
Mstep: Class 5 contains 16297 members 
Mstep: Class 6 contains 75557 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 8320 members 
Mstep: Class 10 contains 7258 members 
Mstep: Class 11 contains 7396 members 
Mstep: Class 12 contains 96896 members 
Mstep: Class 13 contains 35818 members 
Mstep: Class 14 contains 26151 members 
Mstep: Class 15 contains 137407 members 
Mstep: Class 16 contains 10677 members 
Mstep: Class 17 contains 16327 members 
Mstep: Class 18 contains 6200 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 12523 members 
Mstep: Class 21 contains 8563 members 
Mstep: Class 22 contains 6855 members 
Mstep: Class 23 contains 97876 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 54743 members 
Mstep: Class 26 contains 8194 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19209 members 
Mstep: Class 30 contains 14522 members 
Mstep: Class 31 contains 37919 members 
Mstep: Class 32 contains 17253 members 
Mstep: Class 33 contains 18207 members 
Mstep: Class 34 contains 32919 members 
Mstep: Class 35 contains 63628 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5896 members 
Mstep: Class 38 contains 14560 members 
Mstep: Class 39 contains 32309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154379936.000000 Penalty: 136258.656250
Iteration 77Q: 40 clusters Score -1.543799e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 235554 members 
Mstep: Class 3 contains 91529 members 
Mstep: Class 4 contains 10003 members 
Mstep: Class 5 contains 16402 members 
Mstep: Class 6 contains 75557 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 8 contains 6978 members 
Mstep: Class 9 contains 8346 members 
Mstep: Class 10 contains 7258 members 
Mstep: Class 11 contains 7419 members 
Mstep: Class 12 contains 96875 members 
Mstep: Class 13 contains 35813 members 
Mstep: Class 14 contains 26128 members 
Mstep: Class 15 contains 137369 members 
Mstep: Class 16 contains 10666 members 
Mstep: Class 17 contains 16233 members 
Mstep: Class 18 contains 6204 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 12543 members 
Mstep: Class 21 contains 8601 members 
Mstep: Class 22 contains 6981 members 
Mstep: Class 23 contains 97936 members 
Mstep: Class 24 contains 3902 members 
Mstep: Class 25 contains 54543 members 
Mstep: Class 26 contains 8198 members 
Mstep: Class 27 contains 16316 members 
Mstep: Class 28 contains 5782 members 
Mstep: Class 29 contains 19215 members 
Mstep: Class 30 contains 14554 members 
Mstep: Class 31 contains 37938 members 
Mstep: Class 32 contains 17253 members 
Mstep: Class 33 contains 18214 members 
Mstep: Class 34 contains 32890 members 
Mstep: Class 35 contains 63594 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5865 members 
Mstep: Class 38 contains 14558 members 
Mstep: Class 39 contains 32294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154380224.000000 Penalty: 136258.656250
Iteration 78Q: 40 clusters Score -1.543802e+08 nChanged 1176
Entering ConstructFrom: 
Score: -154380224.000000 Penalty: 136258.656250
Entering ConstructFrom: 
Trying to split cluster 1 (44568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Entering Unmasked Estep 
Score: -5300820.500000 Penalty: 2654.783203
	Iteration 0F: 2 clusters Score -5300820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5270789.000000 Penalty: 5309.566406
	Iteration 0F: 3 clusters Score -5270789 nChanged 20431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -5282449.000000 Penalty: 5309.566406
	Iteration 1F: 3 clusters Score -5282449 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -5283665.000000 Penalty: 5309.566406
	Iteration 2F: 3 clusters Score -5283665 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -5285214.000000 Penalty: 5309.566406
	Iteration 3F: 3 clusters Score -5285214 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -5287098.000000 Penalty: 5309.566406
	Iteration 4F: 3 clusters Score -5287098 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -5289106.500000 Penalty: 5309.566406
	Iteration 5F: 3 clusters Score -5289106 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -5291078.000000 Penalty: 5309.566406
	Iteration 6F: 3 clusters Score -5291078 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -5292739.500000 Penalty: 5309.566406
	Iteration 7F: 3 clusters Score -5292740 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -5294071.500000 Penalty: 5309.566406
	Iteration 8Q: 3 clusters Score -5294072 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -5295088.500000 Penalty: 5309.566406
	Iteration 9Q: 3 clusters Score -5295088 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -5295917.500000 Penalty: 5309.566406
	Iteration 10Q: 3 clusters Score -5295918 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -5296576.500000 Penalty: 5309.566406
	Iteration 11Q: 3 clusters Score -5296576 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -5297158.500000 Penalty: 5309.566406
	Iteration 12Q: 3 clusters Score -5297158 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -5297774.500000 Penalty: 5309.566406
	Iteration 13Q: 3 clusters Score -5297774 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -5298256.000000 Penalty: 5309.566406
	Iteration 14Q: 3 clusters Score -5298256 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -5298608.500000 Penalty: 5309.566406
	Iteration 15Q: 3 clusters Score -5298608 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -5298925.000000 Penalty: 5309.566406
	Iteration 16Q: 3 clusters Score -5298925 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -5299173.000000 Penalty: 5309.566406
	Iteration 17Q: 3 clusters Score -5299173 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -5299379.000000 Penalty: 5309.566406
	Iteration 18Q: 3 clusters Score -5299379 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -5299555.500000 Penalty: 5309.566406
	Iteration 19Q: 3 clusters Score -5299556 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -5299688.000000 Penalty: 5309.566406
	Iteration 20F: 3 clusters Score -5299688 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -5299795.500000 Penalty: 5309.566406
	Iteration 21Q: 3 clusters Score -5299796 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -5299943.500000 Penalty: 5309.566406
	Iteration 22Q: 3 clusters Score -5299944 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -5300066.500000 Penalty: 5309.566406
	Iteration 23Q: 3 clusters Score -5300066 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -5300216.000000 Penalty: 5309.566406
	Iteration 24Q: 3 clusters Score -5300216 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -5300329.500000 Penalty: 5309.566406
	Iteration 25Q: 3 clusters Score -5300330 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -5300447.000000 Penalty: 5309.566406
	Iteration 26Q: 3 clusters Score -5300447 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -5300533.000000 Penalty: 5309.566406
	Iteration 27Q: 3 clusters Score -5300533 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -5300625.000000 Penalty: 5309.566406
	Iteration 28Q: 3 clusters Score -5300625 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -5300695.000000 Penalty: 5309.566406
	Iteration 29Q: 3 clusters Score -5300695 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -5300734.500000 Penalty: 5309.566406
	Iteration 30Q: 3 clusters Score -5300734 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -5300762.500000 Penalty: 5309.566406
	Iteration 31Q: 3 clusters Score -5300762 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -5300775.500000 Penalty: 5309.566406
	Iteration 32Q: 3 clusters Score -5300776 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -5300790.000000 Penalty: 5309.566406
	Iteration 33Q: 3 clusters Score -5300790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5300812.500000 Penalty: 5309.566406
	Iteration 34Q: 3 clusters Score -5300812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -5300818.000000 Penalty: 5309.566406
	Iteration 35Q: 3 clusters Score -5300818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -5300819.000000 Penalty: 5309.566406
	Iteration 36Q: 3 clusters Score -5300819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -5300829.000000 Penalty: 5309.566406
	Iteration 37Q: 3 clusters Score -5300829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -5300842.000000 Penalty: 5309.566406
	Iteration 38Q: 3 clusters Score -5300842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5300846.000000 Penalty: 5309.566406
	Iteration 39Q: 3 clusters Score -5300846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -5300837.000000 Penalty: 5309.566406
	Iteration 40F: 3 clusters Score -5300837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5300845.500000 Penalty: 5309.566406
	Iteration 41Q: 3 clusters Score -5300846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -5300845.500000 Penalty: 5309.566406
	Iteration 42Q: 3 clusters Score -5300846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -5300844.000000 Penalty: 5309.566406
	Iteration 43Q: 3 clusters Score -5300844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -5300851.000000 Penalty: 5309.566406
	Iteration 44Q: 3 clusters Score -5300851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -5300850.500000 Penalty: 5309.566406
	Iteration 45Q: 3 clusters Score -5300850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5300851.000000 Penalty: 5309.566406
	Iteration 46Q: 3 clusters Score -5300851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -5300851.500000 Penalty: 5309.566406
	Iteration 47Q: 3 clusters Score -5300852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -5300849.500000 Penalty: 5309.566406
	Iteration 48Q: 3 clusters Score -5300850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -5300854.500000 Penalty: 5309.566406
	Iteration 49Q: 3 clusters Score -5300854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -5300854.500000 Penalty: 5309.566406
	Iteration 50F: 3 clusters Score -5300854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 10002 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 8366 members 
Mstep: Class 10 contains 7257 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 35816 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 10665 members 
Mstep: Class 17 contains 16134 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 54351 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 3365 members 
Entering Unmasked Estep 
Score: -154379888.000000 Penalty: 139752.468750
Splitting cluster 1 changes total score from -154380224.000000 to -154379888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (235500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235500 members 
Entering Unmasked Estep 
Score: -28814550.000000 Penalty: 3067.627441
	Iteration 0F: 2 clusters Score -2.881455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117895 members 
Mstep: Class 2 contains 117605 members 
Entering Unmasked Estep 
Score: -28668894.000000 Penalty: 6135.254883
	Iteration 0F: 3 clusters Score -2.866889e+07 nChanged 113924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119763 members 
Mstep: Class 2 contains 115737 members 
Entering Unmasked Estep 
Score: -28735386.000000 Penalty: 6135.254883
	Iteration 1F: 3 clusters Score -2.873539e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120608 members 
Mstep: Class 2 contains 114892 members 
Entering Unmasked Estep 
Score: -28737036.000000 Penalty: 6135.254883
	Iteration 2Q: 3 clusters Score -2.873704e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121893 members 
Mstep: Class 2 contains 113607 members 
Entering Unmasked Estep 
Score: -28739092.000000 Penalty: 6135.254883
	Iteration 3Q: 3 clusters Score -2.873909e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123817 members 
Mstep: Class 2 contains 111683 members 
Entering Unmasked Estep 
Score: -28741692.000000 Penalty: 6135.254883
	Iteration 4Q: 3 clusters Score -2.874169e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126432 members 
Mstep: Class 2 contains 109068 members 
Entering Unmasked Estep 
Score: -28745038.000000 Penalty: 6135.254883
	Iteration 5Q: 3 clusters Score -2.874504e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129773 members 
Mstep: Class 2 contains 105727 members 
Entering Unmasked Estep 
Score: -28749892.000000 Penalty: 6135.254883
	Iteration 6Q: 3 clusters Score -2.874989e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133770 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -28756764.000000 Penalty: 6135.254883
	Iteration 7F: 3 clusters Score -2.875676e+07 nChanged 13660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138362 members 
Mstep: Class 2 contains 97138 members 
Entering Unmasked Estep 
Score: -28765424.000000 Penalty: 6135.254883
	Iteration 8F: 3 clusters Score -2.876542e+07 nChanged 14295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142817 members 
Mstep: Class 2 contains 92683 members 
Entering Unmasked Estep 
Score: -28775182.000000 Penalty: 6135.254883
	Iteration 9F: 3 clusters Score -2.877518e+07 nChanged 12937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146662 members 
Mstep: Class 2 contains 88838 members 
Entering Unmasked Estep 
Score: -28782632.000000 Penalty: 6135.254883
	Iteration 10F: 3 clusters Score -2.878263e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 85587 members 
Entering Unmasked Estep 
Score: -28786650.000000 Penalty: 6135.254883
	Iteration 11Q: 3 clusters Score -2.878665e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152740 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -28788420.000000 Penalty: 6135.254883
	Iteration 12Q: 3 clusters Score -2.878842e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155394 members 
Mstep: Class 2 contains 80106 members 
Entering Unmasked Estep 
Score: -28789584.000000 Penalty: 6135.254883
	Iteration 13Q: 3 clusters Score -2.878958e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157972 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -28790408.000000 Penalty: 6135.254883
	Iteration 14Q: 3 clusters Score -2.879041e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160459 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -28791178.000000 Penalty: 6135.254883
	Iteration 15Q: 3 clusters Score -2.879118e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162999 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -28791940.000000 Penalty: 6135.254883
	Iteration 16Q: 3 clusters Score -2.879194e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 69967 members 
Entering Unmasked Estep 
Score: -28792776.000000 Penalty: 6135.254883
	Iteration 17Q: 3 clusters Score -2.879278e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168092 members 
Mstep: Class 2 contains 67408 members 
Entering Unmasked Estep 
Score: -28793600.000000 Penalty: 6135.254883
	Iteration 18Q: 3 clusters Score -2.87936e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170734 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -28794358.000000 Penalty: 6135.254883
	Iteration 19Q: 3 clusters Score -2.879436e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173418 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
Score: -28795362.000000 Penalty: 6135.254883
	Iteration 20F: 3 clusters Score -2.879536e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176074 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -28796082.000000 Penalty: 6135.254883
	Iteration 21Q: 3 clusters Score -2.879608e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178695 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -28797252.000000 Penalty: 6135.254883
	Iteration 22Q: 3 clusters Score -2.879725e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181317 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -28798392.000000 Penalty: 6135.254883
	Iteration 23Q: 3 clusters Score -2.879839e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183958 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -28799666.000000 Penalty: 6135.254883
	Iteration 24Q: 3 clusters Score -2.879967e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186650 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -28801004.000000 Penalty: 6135.254883
	Iteration 25Q: 3 clusters Score -2.8801e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189342 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -28802038.000000 Penalty: 6135.254883
	Iteration 26Q: 3 clusters Score -2.880204e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192011 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -28803298.000000 Penalty: 6135.254883
	Iteration 27Q: 3 clusters Score -2.88033e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194586 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -28804308.000000 Penalty: 6135.254883
	Iteration 28Q: 3 clusters Score -2.880431e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196997 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -28805284.000000 Penalty: 6135.254883
	Iteration 29Q: 3 clusters Score -2.880528e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199262 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -28806110.000000 Penalty: 6135.254883
	Iteration 30Q: 3 clusters Score -2.880611e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201381 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -28806694.000000 Penalty: 6135.254883
	Iteration 31Q: 3 clusters Score -2.880669e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203307 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -28807270.000000 Penalty: 6135.254883
	Iteration 32Q: 3 clusters Score -2.880727e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205074 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -28807668.000000 Penalty: 6135.254883
	Iteration 33Q: 3 clusters Score -2.880767e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206734 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -28808224.000000 Penalty: 6135.254883
	Iteration 34Q: 3 clusters Score -2.880822e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208298 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -28808764.000000 Penalty: 6135.254883
	Iteration 35Q: 3 clusters Score -2.880876e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209745 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -28809278.000000 Penalty: 6135.254883
	Iteration 36Q: 3 clusters Score -2.880928e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211074 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -28809554.000000 Penalty: 6135.254883
	Iteration 37Q: 3 clusters Score -2.880955e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212299 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -28809816.000000 Penalty: 6135.254883
	Iteration 38Q: 3 clusters Score -2.880982e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213440 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -28810054.000000 Penalty: 6135.254883
	Iteration 39Q: 3 clusters Score -2.881005e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214564 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -28810204.000000 Penalty: 6135.254883
	Iteration 40F: 3 clusters Score -2.88102e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215558 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -28810428.000000 Penalty: 6135.254883
	Iteration 41Q: 3 clusters Score -2.881043e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216448 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -28810646.000000 Penalty: 6135.254883
	Iteration 42Q: 3 clusters Score -2.881065e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217214 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -28810850.000000 Penalty: 6135.254883
	Iteration 43Q: 3 clusters Score -2.881085e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217846 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -28811060.000000 Penalty: 6135.254883
	Iteration 44Q: 3 clusters Score -2.881106e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218459 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -28811294.000000 Penalty: 6135.254883
	Iteration 45Q: 3 clusters Score -2.881129e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219048 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -28811398.000000 Penalty: 6135.254883
	Iteration 46Q: 3 clusters Score -2.88114e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219596 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -28811568.000000 Penalty: 6135.254883
	Iteration 47Q: 3 clusters Score -2.881157e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220108 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -28811718.000000 Penalty: 6135.254883
	Iteration 48Q: 3 clusters Score -2.881172e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220565 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -28811848.000000 Penalty: 6135.254883
	Iteration 49Q: 3 clusters Score -2.881185e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220993 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -28812088.000000 Penalty: 6135.254883
	Iteration 50Q: 3 clusters Score -2.881209e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221400 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -28812264.000000 Penalty: 6135.254883
	Iteration 51Q: 3 clusters Score -2.881226e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221753 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -28812364.000000 Penalty: 6135.254883
	Iteration 52Q: 3 clusters Score -2.881236e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222078 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -28812452.000000 Penalty: 6135.254883
	Iteration 53Q: 3 clusters Score -2.881245e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222401 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -28812584.000000 Penalty: 6135.254883
	Iteration 54Q: 3 clusters Score -2.881258e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222679 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -28812768.000000 Penalty: 6135.254883
	Iteration 55Q: 3 clusters Score -2.881277e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222953 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -28812812.000000 Penalty: 6135.254883
	Iteration 56Q: 3 clusters Score -2.881281e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223210 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -28812912.000000 Penalty: 6135.254883
	Iteration 57Q: 3 clusters Score -2.881291e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223463 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -28812994.000000 Penalty: 6135.254883
	Iteration 58Q: 3 clusters Score -2.881299e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223690 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -28813174.000000 Penalty: 6135.254883
	Iteration 59Q: 3 clusters Score -2.881317e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223888 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -28813348.000000 Penalty: 6135.254883
	Iteration 60F: 3 clusters Score -2.881335e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224066 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -28813462.000000 Penalty: 6135.254883
	Iteration 61Q: 3 clusters Score -2.881346e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224211 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -28813560.000000 Penalty: 6135.254883
	Iteration 62Q: 3 clusters Score -2.881356e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224335 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -28813600.000000 Penalty: 6135.254883
	Iteration 63Q: 3 clusters Score -2.88136e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224450 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -28813622.000000 Penalty: 6135.254883
	Iteration 64Q: 3 clusters Score -2.881362e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224553 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -28813674.000000 Penalty: 6135.254883
	Iteration 65Q: 3 clusters Score -2.881367e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224647 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -28813736.000000 Penalty: 6135.254883
	Iteration 66Q: 3 clusters Score -2.881374e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224736 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -28813810.000000 Penalty: 6135.254883
	Iteration 67Q: 3 clusters Score -2.881381e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224803 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -28813838.000000 Penalty: 6135.254883
	Iteration 68Q: 3 clusters Score -2.881384e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224872 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -28813906.000000 Penalty: 6135.254883
	Iteration 69Q: 3 clusters Score -2.881391e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224949 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -28813962.000000 Penalty: 6135.254883
	Iteration 70Q: 3 clusters Score -2.881396e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224998 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -28813980.000000 Penalty: 6135.254883
	Iteration 71Q: 3 clusters Score -2.881398e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225037 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -28814020.000000 Penalty: 6135.254883
	Iteration 72Q: 3 clusters Score -2.881402e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225092 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -28814052.000000 Penalty: 6135.254883
	Iteration 73Q: 3 clusters Score -2.881405e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225137 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -28814084.000000 Penalty: 6135.254883
	Iteration 74Q: 3 clusters Score -2.881408e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225192 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -28814084.000000 Penalty: 6135.254883
	Iteration 75Q: 3 clusters Score -2.881408e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225240 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -28814092.000000 Penalty: 6135.254883
	Iteration 76Q: 3 clusters Score -2.881409e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225293 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -28814080.000000 Penalty: 6135.254883
	Iteration 77Q: 3 clusters Score -2.881408e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225337 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -28814084.000000 Penalty: 6135.254883
	Iteration 78Q: 3 clusters Score -2.881408e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225387 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -28814116.000000 Penalty: 6135.254883
	Iteration 79Q: 3 clusters Score -2.881412e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225426 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -28814144.000000 Penalty: 6135.254883
	Iteration 80F: 3 clusters Score -2.881414e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225447 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -28814152.000000 Penalty: 6135.254883
	Iteration 81Q: 3 clusters Score -2.881415e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225470 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -28814106.000000 Penalty: 6135.254883
	Iteration 82Q: 3 clusters Score -2.881411e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225494 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -28814108.000000 Penalty: 6135.254883
	Iteration 83Q: 3 clusters Score -2.881411e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225504 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -28814122.000000 Penalty: 6135.254883
	Iteration 84Q: 3 clusters Score -2.881412e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225531 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -28814102.000000 Penalty: 6135.254883
	Iteration 85Q: 3 clusters Score -2.88141e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225558 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -28814092.000000 Penalty: 6135.254883
	Iteration 86Q: 3 clusters Score -2.881409e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225577 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -28814086.000000 Penalty: 6135.254883
	Iteration 87Q: 3 clusters Score -2.881409e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225590 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -28814126.000000 Penalty: 6135.254883
	Iteration 88Q: 3 clusters Score -2.881413e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225610 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -28814154.000000 Penalty: 6135.254883
	Iteration 89Q: 3 clusters Score -2.881415e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225627 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -28814146.000000 Penalty: 6135.254883
	Iteration 90Q: 3 clusters Score -2.881415e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225645 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -28814116.000000 Penalty: 6135.254883
	Iteration 91Q: 3 clusters Score -2.881412e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225668 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -28814142.000000 Penalty: 6135.254883
	Iteration 92Q: 3 clusters Score -2.881414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225690 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -28814140.000000 Penalty: 6135.254883
	Iteration 93Q: 3 clusters Score -2.881414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225699 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -28814168.000000 Penalty: 6135.254883
	Iteration 94Q: 3 clusters Score -2.881417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225711 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -28814188.000000 Penalty: 6135.254883
	Iteration 95Q: 3 clusters Score -2.881419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225723 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -28814176.000000 Penalty: 6135.254883
	Iteration 96Q: 3 clusters Score -2.881418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225727 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -28814158.000000 Penalty: 6135.254883
	Iteration 97Q: 3 clusters Score -2.881416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225731 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -28814178.000000 Penalty: 6135.254883
	Iteration 98Q: 3 clusters Score -2.881418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225735 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -28814180.000000 Penalty: 6135.254883
	Iteration 99Q: 3 clusters Score -2.881418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225739 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -28814190.000000 Penalty: 6135.254883
	Iteration 100F: 3 clusters Score -2.881419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225737 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -28814218.000000 Penalty: 6135.254883
	Iteration 101Q: 3 clusters Score -2.881422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225742 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -28814178.000000 Penalty: 6135.254883
	Iteration 102Q: 3 clusters Score -2.881418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225748 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -28814208.000000 Penalty: 6135.254883
	Iteration 103Q: 3 clusters Score -2.881421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225755 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -28814208.000000 Penalty: 6135.254883
	Iteration 104Q: 3 clusters Score -2.881421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225760 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -28814210.000000 Penalty: 6135.254883
	Iteration 105Q: 3 clusters Score -2.881421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225763 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -28814232.000000 Penalty: 6135.254883
	Iteration 106Q: 3 clusters Score -2.881423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225763 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -28814214.000000 Penalty: 6135.254883
	Iteration 107Q: 3 clusters Score -2.881421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225765 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -28814214.000000 Penalty: 6135.254883
	Iteration 108Q: 3 clusters Score -2.881421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225769 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -28814218.000000 Penalty: 6135.254883
	Iteration 109Q: 3 clusters Score -2.881422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225769 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -28814202.000000 Penalty: 6135.254883
	Iteration 110Q: 3 clusters Score -2.88142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225770 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -28814206.000000 Penalty: 6135.254883
	Iteration 111Q: 3 clusters Score -2.881421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225774 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -28814200.000000 Penalty: 6135.254883
	Iteration 112Q: 3 clusters Score -2.88142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225779 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -28814202.000000 Penalty: 6135.254883
	Iteration 113Q: 3 clusters Score -2.88142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225781 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -28814192.000000 Penalty: 6135.254883
	Iteration 114Q: 3 clusters Score -2.881419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225785 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -28814196.000000 Penalty: 6135.254883
	Iteration 115Q: 3 clusters Score -2.88142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225788 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -28814206.000000 Penalty: 6135.254883
	Iteration 116Q: 3 clusters Score -2.881421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225788 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -28814196.000000 Penalty: 6135.254883
	Iteration 117Q: 3 clusters Score -2.88142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225787 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -28814206.000000 Penalty: 6135.254883
	Iteration 118Q: 3 clusters Score -2.881421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225786 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -28814208.000000 Penalty: 6135.254883
	Iteration 119Q: 3 clusters Score -2.881421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225784 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -28814196.000000 Penalty: 6135.254883
	Iteration 120F: 3 clusters Score -2.88142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225782 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -28814202.000000 Penalty: 6135.254883
	Iteration 121Q: 3 clusters Score -2.88142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225785 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -28814200.000000 Penalty: 6135.254883
	Iteration 122Q: 3 clusters Score -2.88142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225790 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -28814186.000000 Penalty: 6135.254883
	Iteration 123Q: 3 clusters Score -2.881419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225791 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -28814192.000000 Penalty: 6135.254883
	Iteration 124Q: 3 clusters Score -2.881419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225791 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -28814192.000000 Penalty: 6135.254883
	Iteration 125F: 3 clusters Score -2.881419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Entering Unmasked Estep 
Score: -11217763.000000 Penalty: 2833.245850
	Iteration 0F: 2 clusters Score -1.121776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -11156519.000000 Penalty: 5666.491699
	Iteration 0F: 3 clusters Score -1.115652e+07 nChanged 43008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -11180787.000000 Penalty: 5666.491699
	Iteration 1F: 3 clusters Score -1.118079e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -11181867.000000 Penalty: 5666.491699
	Iteration 2Q: 3 clusters Score -1.118187e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -11183107.000000 Penalty: 5666.491699
	Iteration 3Q: 3 clusters Score -1.118311e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -11185240.000000 Penalty: 5666.491699
	Iteration 4Q: 3 clusters Score -1.118524e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -11188436.000000 Penalty: 5666.491699
	Iteration 5F: 3 clusters Score -1.118844e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -11192994.000000 Penalty: 5666.491699
	Iteration 6F: 3 clusters Score -1.119299e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -11197561.000000 Penalty: 5666.491699
	Iteration 7F: 3 clusters Score -1.119756e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -11201616.000000 Penalty: 5666.491699
	Iteration 8F: 3 clusters Score -1.120162e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76086 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -11204939.000000 Penalty: 5666.491699
	Iteration 9F: 3 clusters Score -1.120494e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -11207816.000000 Penalty: 5666.491699
	Iteration 10Q: 3 clusters Score -1.120782e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -11210086.000000 Penalty: 5666.491699
	Iteration 11Q: 3 clusters Score -1.121009e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85731 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -11212008.000000 Penalty: 5666.491699
	Iteration 12Q: 3 clusters Score -1.121201e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -11213429.000000 Penalty: 5666.491699
	Iteration 13Q: 3 clusters Score -1.121343e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -11214242.000000 Penalty: 5666.491699
	Iteration 14Q: 3 clusters Score -1.121424e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -11214695.000000 Penalty: 5666.491699
	Iteration 15Q: 3 clusters Score -1.12147e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -11214984.000000 Penalty: 5666.491699
	Iteration 16Q: 3 clusters Score -1.121498e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89991 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11215149.000000 Penalty: 5666.491699
	Iteration 17Q: 3 clusters Score -1.121515e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11215281.000000 Penalty: 5666.491699
	Iteration 18Q: 3 clusters Score -1.121528e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90233 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -11215368.000000 Penalty: 5666.491699
	Iteration 19Q: 3 clusters Score -1.121537e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -11215398.000000 Penalty: 5666.491699
	Iteration 20F: 3 clusters Score -1.12154e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90316 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -11215408.000000 Penalty: 5666.491699
	Iteration 21Q: 3 clusters Score -1.121541e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -11215417.000000 Penalty: 5666.491699
	Iteration 22Q: 3 clusters Score -1.121542e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90366 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11215425.000000 Penalty: 5666.491699
	Iteration 23Q: 3 clusters Score -1.121542e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -11215478.000000 Penalty: 5666.491699
	Iteration 24Q: 3 clusters Score -1.121548e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90407 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -11215519.000000 Penalty: 5666.491699
	Iteration 25Q: 3 clusters Score -1.121552e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -11215540.000000 Penalty: 5666.491699
	Iteration 26Q: 3 clusters Score -1.121554e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90437 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11215549.000000 Penalty: 5666.491699
	Iteration 27Q: 3 clusters Score -1.121555e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90451 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -11215589.000000 Penalty: 5666.491699
	Iteration 28Q: 3 clusters Score -1.121559e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -11215607.000000 Penalty: 5666.491699
	Iteration 29Q: 3 clusters Score -1.121561e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11215619.000000 Penalty: 5666.491699
	Iteration 30Q: 3 clusters Score -1.121562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -11215621.000000 Penalty: 5666.491699
	Iteration 31Q: 3 clusters Score -1.121562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11215620.000000 Penalty: 5666.491699
	Iteration 32Q: 3 clusters Score -1.121562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -11215638.000000 Penalty: 5666.491699
	Iteration 33Q: 3 clusters Score -1.121564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90502 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11215630.000000 Penalty: 5666.491699
	Iteration 34Q: 3 clusters Score -1.121563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11215645.000000 Penalty: 5666.491699
	Iteration 35Q: 3 clusters Score -1.121564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90514 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11215656.000000 Penalty: 5666.491699
	Iteration 36Q: 3 clusters Score -1.121566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90518 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11215665.000000 Penalty: 5666.491699
	Iteration 37Q: 3 clusters Score -1.121566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11215669.000000 Penalty: 5666.491699
	Iteration 38Q: 3 clusters Score -1.121567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11215673.000000 Penalty: 5666.491699
	Iteration 39Q: 3 clusters Score -1.121567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11215667.000000 Penalty: 5666.491699
	Iteration 40F: 3 clusters Score -1.121567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11215675.000000 Penalty: 5666.491699
	Iteration 41Q: 3 clusters Score -1.121568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11215666.000000 Penalty: 5666.491699
	Iteration 42Q: 3 clusters Score -1.121567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11215662.000000 Penalty: 5666.491699
	Iteration 43Q: 3 clusters Score -1.121566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11215673.000000 Penalty: 5666.491699
	Iteration 44Q: 3 clusters Score -1.121567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11215677.000000 Penalty: 5666.491699
	Iteration 45Q: 3 clusters Score -1.121568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11215690.000000 Penalty: 5666.491699
	Iteration 46Q: 3 clusters Score -1.121569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90536 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11215693.000000 Penalty: 5666.491699
	Iteration 47Q: 3 clusters Score -1.121569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90538 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11215686.000000 Penalty: 5666.491699
	Iteration 48Q: 3 clusters Score -1.121569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90537 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -11215690.000000 Penalty: 5666.491699
	Iteration 49Q: 3 clusters Score -1.121569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90537 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -11215691.000000 Penalty: 5666.491699
	Iteration 50Q: 3 clusters Score -1.121569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90537 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -11215691.000000 Penalty: 5666.491699
	Iteration 51F: 3 clusters Score -1.121569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Entering Unmasked Estep 
Score: -1151261.125000 Penalty: 2284.214111
	Iteration 0F: 2 clusters Score -1151261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1143643.750000 Penalty: 4568.428223
	Iteration 0F: 3 clusters Score -1143644 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1146840.375000 Penalty: 4568.428223
	Iteration 1F: 3 clusters Score -1146840 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1149470.375000 Penalty: 4568.428223
	Iteration 2F: 3 clusters Score -1149470 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1153071.875000 Penalty: 4568.428223
	Iteration 3F: 3 clusters Score -1153072 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1155688.375000 Penalty: 4568.428223
	Iteration 4F: 3 clusters Score -1155688 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1157380.125000 Penalty: 4568.428223
	Iteration 5F: 3 clusters Score -1157380 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1158272.000000 Penalty: 4568.428223
	Iteration 6Q: 3 clusters Score -1158272 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1158660.875000 Penalty: 4568.428223
	Iteration 7Q: 3 clusters Score -1158661 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1158861.500000 Penalty: 4568.428223
	Iteration 8Q: 3 clusters Score -1158862 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1158904.875000 Penalty: 4568.428223
	Iteration 9Q: 3 clusters Score -1158905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1158915.250000 Penalty: 4568.428223
	Iteration 10Q: 3 clusters Score -1158915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1158925.750000 Penalty: 4568.428223
	Iteration 11Q: 3 clusters Score -1158926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1158934.750000 Penalty: 4568.428223
	Iteration 12Q: 3 clusters Score -1158935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1158938.875000 Penalty: 4568.428223
	Iteration 13Q: 3 clusters Score -1158939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1158943.250000 Penalty: 4568.428223
	Iteration 14Q: 3 clusters Score -1158943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1158944.875000 Penalty: 4568.428223
	Iteration 15Q: 3 clusters Score -1158945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1158944.250000 Penalty: 4568.428223
	Iteration 16Q: 3 clusters Score -1158944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1158942.500000 Penalty: 4568.428223
	Iteration 17Q: 3 clusters Score -1158942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1158942.500000 Penalty: 4568.428223
	Iteration 18F: 3 clusters Score -1158942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 8366 members 
Mstep: Class 10 contains 7257 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 35816 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 10665 members 
Mstep: Class 17 contains 16134 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 54351 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Entering Unmasked Estep 
Score: -154387136.000000 Penalty: 139752.468750
Splitting cluster 4 changes total score from -154380224.000000 to -154387136.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 5 (16502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Entering Unmasked Estep 
Score: -2023382.875000 Penalty: 2408.386719
	Iteration 0F: 2 clusters Score -2023383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2011569.125000 Penalty: 4816.773438
	Iteration 0F: 3 clusters Score -2011569 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2015455.750000 Penalty: 4816.773438
	Iteration 1F: 3 clusters Score -2015456 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2015822.500000 Penalty: 4816.773438
	Iteration 2F: 3 clusters Score -2015822 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2016184.250000 Penalty: 4816.773438
	Iteration 3F: 3 clusters Score -2016184 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2016554.375000 Penalty: 4816.773438
	Iteration 4Q: 3 clusters Score -2016554 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2016976.875000 Penalty: 4816.773438
	Iteration 5Q: 3 clusters Score -2016977 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2017454.875000 Penalty: 4816.773438
	Iteration 6Q: 3 clusters Score -2017455 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2017995.625000 Penalty: 4816.773438
	Iteration 7Q: 3 clusters Score -2017996 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2018594.125000 Penalty: 4816.773438
	Iteration 8Q: 3 clusters Score -2018594 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2019224.500000 Penalty: 4816.773438
	Iteration 9Q: 3 clusters Score -2019224 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2019759.500000 Penalty: 4816.773438
	Iteration 10Q: 3 clusters Score -2019760 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2020185.875000 Penalty: 4816.773438
	Iteration 11Q: 3 clusters Score -2020186 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2020519.250000 Penalty: 4816.773438
	Iteration 12Q: 3 clusters Score -2020519 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2020808.250000 Penalty: 4816.773438
	Iteration 13Q: 3 clusters Score -2020808 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2021058.375000 Penalty: 4816.773438
	Iteration 14Q: 3 clusters Score -2021058 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2021272.000000 Penalty: 4816.773438
	Iteration 15Q: 3 clusters Score -2021272 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2021420.750000 Penalty: 4816.773438
	Iteration 16Q: 3 clusters Score -2021421 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2021530.750000 Penalty: 4816.773438
	Iteration 17Q: 3 clusters Score -2021531 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2021594.875000 Penalty: 4816.773438
	Iteration 18Q: 3 clusters Score -2021595 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2021636.125000 Penalty: 4816.773438
	Iteration 19Q: 3 clusters Score -2021636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2021659.250000 Penalty: 4816.773438
	Iteration 20F: 3 clusters Score -2021659 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2021680.625000 Penalty: 4816.773438
	Iteration 21Q: 3 clusters Score -2021681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2021691.875000 Penalty: 4816.773438
	Iteration 22Q: 3 clusters Score -2021692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2021700.500000 Penalty: 4816.773438
	Iteration 23Q: 3 clusters Score -2021700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2021705.625000 Penalty: 4816.773438
	Iteration 24Q: 3 clusters Score -2021706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2021706.750000 Penalty: 4816.773438
	Iteration 25Q: 3 clusters Score -2021707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2021707.625000 Penalty: 4816.773438
	Iteration 26Q: 3 clusters Score -2021708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2021714.000000 Penalty: 4816.773438
	Iteration 27Q: 3 clusters Score -2021714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2021711.625000 Penalty: 4816.773438
	Iteration 28Q: 3 clusters Score -2021712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2021715.250000 Penalty: 4816.773438
	Iteration 29Q: 3 clusters Score -2021715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2021720.625000 Penalty: 4816.773438
	Iteration 30Q: 3 clusters Score -2021721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2021718.125000 Penalty: 4816.773438
	Iteration 31Q: 3 clusters Score -2021718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2021720.000000 Penalty: 4816.773438
	Iteration 32Q: 3 clusters Score -2021720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2021720.500000 Penalty: 4816.773438
	Iteration 33Q: 3 clusters Score -2021720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2021726.000000 Penalty: 4816.773438
	Iteration 34Q: 3 clusters Score -2021726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2021726.875000 Penalty: 4816.773438
	Iteration 35Q: 3 clusters Score -2021727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2021729.000000 Penalty: 4816.773438
	Iteration 36Q: 3 clusters Score -2021729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2021731.750000 Penalty: 4816.773438
	Iteration 37Q: 3 clusters Score -2021732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2021739.375000 Penalty: 4816.773438
	Iteration 38Q: 3 clusters Score -2021739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2021739.500000 Penalty: 4816.773438
	Iteration 39Q: 3 clusters Score -2021740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2021741.125000 Penalty: 4816.773438
	Iteration 40F: 3 clusters Score -2021741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2021744.000000 Penalty: 4816.773438
	Iteration 41Q: 3 clusters Score -2021744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2021748.875000 Penalty: 4816.773438
	Iteration 42Q: 3 clusters Score -2021749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2021747.500000 Penalty: 4816.773438
	Iteration 43Q: 3 clusters Score -2021748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2021747.125000 Penalty: 4816.773438
	Iteration 44Q: 3 clusters Score -2021747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2021744.000000 Penalty: 4816.773438
	Iteration 45Q: 3 clusters Score -2021744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2021749.375000 Penalty: 4816.773438
	Iteration 46Q: 3 clusters Score -2021749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2021749.625000 Penalty: 4816.773438
	Iteration 47Q: 3 clusters Score -2021750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2021754.625000 Penalty: 4816.773438
	Iteration 48Q: 3 clusters Score -2021755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2021757.875000 Penalty: 4816.773438
	Iteration 49Q: 3 clusters Score -2021758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2021759.750000 Penalty: 4816.773438
	Iteration 50Q: 3 clusters Score -2021760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2021762.375000 Penalty: 4816.773438
	Iteration 51Q: 3 clusters Score -2021762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2021761.000000 Penalty: 4816.773438
	Iteration 52Q: 3 clusters Score -2021761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2021763.375000 Penalty: 4816.773438
	Iteration 53Q: 3 clusters Score -2021763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2021765.250000 Penalty: 4816.773438
	Iteration 54Q: 3 clusters Score -2021765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2021769.000000 Penalty: 4816.773438
	Iteration 55Q: 3 clusters Score -2021769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2021770.000000 Penalty: 4816.773438
	Iteration 56Q: 3 clusters Score -2021770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2021771.625000 Penalty: 4816.773438
	Iteration 57Q: 3 clusters Score -2021772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2021766.625000 Penalty: 4816.773438
	Iteration 58Q: 3 clusters Score -2021767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2021767.250000 Penalty: 4816.773438
	Iteration 59Q: 3 clusters Score -2021767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2021767.750000 Penalty: 4816.773438
	Iteration 60F: 3 clusters Score -2021768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2021767.500000 Penalty: 4816.773438
	Iteration 61Q: 3 clusters Score -2021768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2021768.625000 Penalty: 4816.773438
	Iteration 62Q: 3 clusters Score -2021769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2021768.625000 Penalty: 4816.773438
	Iteration 63F: 3 clusters Score -2021769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (75573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Entering Unmasked Estep 
Score: -8501800.000000 Penalty: 2785.747803
	Iteration 0F: 2 clusters Score -8501800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -8451284.000000 Penalty: 5571.495605
	Iteration 0F: 3 clusters Score -8451284 nChanged 35363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -8471692.000000 Penalty: 5571.495605
	Iteration 1F: 3 clusters Score -8471692 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -8473040.000000 Penalty: 5571.495605
	Iteration 2Q: 3 clusters Score -8473040 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -8474766.000000 Penalty: 5571.495605
	Iteration 3F: 3 clusters Score -8474766 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -8477158.000000 Penalty: 5571.495605
	Iteration 4F: 3 clusters Score -8477158 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -8480410.000000 Penalty: 5571.495605
	Iteration 5F: 3 clusters Score -8480410 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -8484309.000000 Penalty: 5571.495605
	Iteration 6F: 3 clusters Score -8484309 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -8488220.000000 Penalty: 5571.495605
	Iteration 7F: 3 clusters Score -8488220 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -8491633.000000 Penalty: 5571.495605
	Iteration 8F: 3 clusters Score -8491633 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -8494420.000000 Penalty: 5571.495605
	Iteration 9Q: 3 clusters Score -8494420 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -8496234.000000 Penalty: 5571.495605
	Iteration 10Q: 3 clusters Score -8496234 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
Score: -8497345.000000 Penalty: 5571.495605
	Iteration 11Q: 3 clusters Score -8497345 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 70990 members 
Entering Unmasked Estep 
Score: -8498078.000000 Penalty: 5571.495605
	Iteration 12Q: 3 clusters Score -8498078 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 71780 members 
Entering Unmasked Estep 
Score: -8498547.000000 Penalty: 5571.495605
	Iteration 13Q: 3 clusters Score -8498547 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -8498892.000000 Penalty: 5571.495605
	Iteration 14Q: 3 clusters Score -8498892 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 72801 members 
Entering Unmasked Estep 
Score: -8499104.000000 Penalty: 5571.495605
	Iteration 15Q: 3 clusters Score -8499104 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -8499287.000000 Penalty: 5571.495605
	Iteration 16Q: 3 clusters Score -8499287 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
Score: -8499414.000000 Penalty: 5571.495605
	Iteration 17Q: 3 clusters Score -8499414 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 73613 members 
Entering Unmasked Estep 
Score: -8499493.000000 Penalty: 5571.495605
	Iteration 18Q: 3 clusters Score -8499493 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -8499590.000000 Penalty: 5571.495605
	Iteration 19Q: 3 clusters Score -8499590 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 73876 members 
Entering Unmasked Estep 
Score: -8499649.000000 Penalty: 5571.495605
	Iteration 20F: 3 clusters Score -8499649 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -8499685.000000 Penalty: 5571.495605
	Iteration 21Q: 3 clusters Score -8499685 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -8499708.000000 Penalty: 5571.495605
	Iteration 22Q: 3 clusters Score -8499708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -8499737.000000 Penalty: 5571.495605
	Iteration 23Q: 3 clusters Score -8499737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -8499753.000000 Penalty: 5571.495605
	Iteration 24Q: 3 clusters Score -8499753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 74148 members 
Entering Unmasked Estep 
Score: -8499763.000000 Penalty: 5571.495605
	Iteration 25Q: 3 clusters Score -8499763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 74170 members 
Entering Unmasked Estep 
Score: -8499754.000000 Penalty: 5571.495605
	Iteration 26Q: 3 clusters Score -8499754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -8499761.000000 Penalty: 5571.495605
	Iteration 27Q: 3 clusters Score -8499761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -8499746.000000 Penalty: 5571.495605
	Iteration 28Q: 3 clusters Score -8499746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -8499765.000000 Penalty: 5571.495605
	Iteration 29Q: 3 clusters Score -8499765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 74227 members 
Entering Unmasked Estep 
Score: -8499763.000000 Penalty: 5571.495605
	Iteration 30Q: 3 clusters Score -8499763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -8499767.000000 Penalty: 5571.495605
	Iteration 31Q: 3 clusters Score -8499767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -8499780.000000 Penalty: 5571.495605
	Iteration 32Q: 3 clusters Score -8499780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -8499784.000000 Penalty: 5571.495605
	Iteration 33Q: 3 clusters Score -8499784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -8499773.000000 Penalty: 5571.495605
	Iteration 34Q: 3 clusters Score -8499773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 74263 members 
Entering Unmasked Estep 
Score: -8499778.000000 Penalty: 5571.495605
	Iteration 35Q: 3 clusters Score -8499778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
Score: -8499787.000000 Penalty: 5571.495605
	Iteration 36Q: 3 clusters Score -8499787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -8499787.000000 Penalty: 5571.495605
	Iteration 37Q: 3 clusters Score -8499787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -8499795.000000 Penalty: 5571.495605
	Iteration 38Q: 3 clusters Score -8499795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -8499789.000000 Penalty: 5571.495605
	Iteration 39Q: 3 clusters Score -8499789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -8499794.000000 Penalty: 5571.495605
	Iteration 40F: 3 clusters Score -8499794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -8499793.000000 Penalty: 5571.495605
	Iteration 41Q: 3 clusters Score -8499793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -8499793.000000 Penalty: 5571.495605
	Iteration 42Q: 3 clusters Score -8499793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -8499796.000000 Penalty: 5571.495605
	Iteration 43Q: 3 clusters Score -8499796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -8499800.000000 Penalty: 5571.495605
	Iteration 44Q: 3 clusters Score -8499800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -8499800.000000 Penalty: 5571.495605
	Iteration 45F: 3 clusters Score -8499800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Entering Unmasked Estep 
Score: -335969.718750 Penalty: 1921.618042
	Iteration 0F: 2 clusters Score -335969.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -333506.125000 Penalty: 3843.236084
	Iteration 0F: 3 clusters Score -333506.1 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -336265.281250 Penalty: 3843.236084
	Iteration 1F: 3 clusters Score -336265.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -338099.875000 Penalty: 3843.236084
	Iteration 2F: 3 clusters Score -338099.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -338699.000000 Penalty: 3843.236084
	Iteration 3F: 3 clusters Score -338699 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -338856.031250 Penalty: 3843.236084
	Iteration 4Q: 3 clusters Score -338856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -338933.093750 Penalty: 3843.236084
	Iteration 5Q: 3 clusters Score -338933.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -339019.656250 Penalty: 3843.236084
	Iteration 6Q: 3 clusters Score -339019.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -339219.156250 Penalty: 3843.236084
	Iteration 7Q: 3 clusters Score -339219.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -339283.812500 Penalty: 3843.236084
	Iteration 8Q: 3 clusters Score -339283.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -339290.500000 Penalty: 3843.236084
	Iteration 9Q: 3 clusters Score -339290.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -339299.000000 Penalty: 3843.236084
	Iteration 10Q: 3 clusters Score -339299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -339300.343750 Penalty: 3843.236084
	Iteration 11Q: 3 clusters Score -339300.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -339292.718750 Penalty: 3843.236084
	Iteration 12Q: 3 clusters Score -339292.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -339292.718750 Penalty: 3843.236084
	Iteration 13F: 3 clusters Score -339292.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 8366 members 
Mstep: Class 10 contains 7257 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 35816 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 10665 members 
Mstep: Class 17 contains 16134 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 54351 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Entering Unmasked Estep 
Score: -154389072.000000 Penalty: 143246.281250
Splitting cluster 7 changes total score from -154380224.000000 to -154389072.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 8 (7031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Entering Unmasked Estep 
Score: -842716.312500 Penalty: 2196.804932
	Iteration 0F: 2 clusters Score -842716.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -836932.125000 Penalty: 4393.609863
	Iteration 0F: 3 clusters Score -836932.1 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -838455.250000 Penalty: 4393.609863
	Iteration 1F: 3 clusters Score -838455.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -838734.125000 Penalty: 4393.609863
	Iteration 2F: 3 clusters Score -838734.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -838947.562500 Penalty: 4393.609863
	Iteration 3F: 3 clusters Score -838947.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -839151.687500 Penalty: 4393.609863
	Iteration 4Q: 3 clusters Score -839151.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -839341.937500 Penalty: 4393.609863
	Iteration 5Q: 3 clusters Score -839341.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -839523.437500 Penalty: 4393.609863
	Iteration 6Q: 3 clusters Score -839523.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -839697.562500 Penalty: 4393.609863
	Iteration 7Q: 3 clusters Score -839697.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -839867.500000 Penalty: 4393.609863
	Iteration 8Q: 3 clusters Score -839867.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -840011.625000 Penalty: 4393.609863
	Iteration 9Q: 3 clusters Score -840011.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -840147.125000 Penalty: 4393.609863
	Iteration 10Q: 3 clusters Score -840147.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -840276.500000 Penalty: 4393.609863
	Iteration 11Q: 3 clusters Score -840276.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -840410.812500 Penalty: 4393.609863
	Iteration 12Q: 3 clusters Score -840410.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -840520.625000 Penalty: 4393.609863
	Iteration 13Q: 3 clusters Score -840520.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -840617.125000 Penalty: 4393.609863
	Iteration 14Q: 3 clusters Score -840617.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -840692.937500 Penalty: 4393.609863
	Iteration 15Q: 3 clusters Score -840692.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -840745.875000 Penalty: 4393.609863
	Iteration 16Q: 3 clusters Score -840745.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -840804.125000 Penalty: 4393.609863
	Iteration 17Q: 3 clusters Score -840804.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -840863.125000 Penalty: 4393.609863
	Iteration 18Q: 3 clusters Score -840863.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -840920.937500 Penalty: 4393.609863
	Iteration 19Q: 3 clusters Score -840920.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -840955.375000 Penalty: 4393.609863
	Iteration 20F: 3 clusters Score -840955.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -840994.687500 Penalty: 4393.609863
	Iteration 21Q: 3 clusters Score -840994.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -841019.437500 Penalty: 4393.609863
	Iteration 22Q: 3 clusters Score -841019.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -841044.625000 Penalty: 4393.609863
	Iteration 23Q: 3 clusters Score -841044.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -841060.250000 Penalty: 4393.609863
	Iteration 24Q: 3 clusters Score -841060.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -841074.750000 Penalty: 4393.609863
	Iteration 25Q: 3 clusters Score -841074.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -841093.875000 Penalty: 4393.609863
	Iteration 26Q: 3 clusters Score -841093.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -841115.125000 Penalty: 4393.609863
	Iteration 27Q: 3 clusters Score -841115.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -841126.687500 Penalty: 4393.609863
	Iteration 28Q: 3 clusters Score -841126.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -841135.687500 Penalty: 4393.609863
	Iteration 29Q: 3 clusters Score -841135.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -841146.250000 Penalty: 4393.609863
	Iteration 30Q: 3 clusters Score -841146.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -841156.937500 Penalty: 4393.609863
	Iteration 31Q: 3 clusters Score -841156.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -841165.187500 Penalty: 4393.609863
	Iteration 32Q: 3 clusters Score -841165.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -841172.687500 Penalty: 4393.609863
	Iteration 33Q: 3 clusters Score -841172.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -841182.062500 Penalty: 4393.609863
	Iteration 34Q: 3 clusters Score -841182.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -841194.250000 Penalty: 4393.609863
	Iteration 35Q: 3 clusters Score -841194.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -841206.250000 Penalty: 4393.609863
	Iteration 36Q: 3 clusters Score -841206.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -841215.750000 Penalty: 4393.609863
	Iteration 37Q: 3 clusters Score -841215.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -841230.562500 Penalty: 4393.609863
	Iteration 38Q: 3 clusters Score -841230.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -841244.250000 Penalty: 4393.609863
	Iteration 39Q: 3 clusters Score -841244.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -841262.000000 Penalty: 4393.609863
	Iteration 40F: 3 clusters Score -841262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -841277.500000 Penalty: 4393.609863
	Iteration 41Q: 3 clusters Score -841277.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -841291.437500 Penalty: 4393.609863
	Iteration 42Q: 3 clusters Score -841291.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -841307.250000 Penalty: 4393.609863
	Iteration 43Q: 3 clusters Score -841307.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -841323.750000 Penalty: 4393.609863
	Iteration 44Q: 3 clusters Score -841323.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -841341.125000 Penalty: 4393.609863
	Iteration 45Q: 3 clusters Score -841341.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -841357.312500 Penalty: 4393.609863
	Iteration 46Q: 3 clusters Score -841357.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -841369.937500 Penalty: 4393.609863
	Iteration 47Q: 3 clusters Score -841369.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -841378.000000 Penalty: 4393.609863
	Iteration 48Q: 3 clusters Score -841378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -841381.062500 Penalty: 4393.609863
	Iteration 49Q: 3 clusters Score -841381.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -841389.562500 Penalty: 4393.609863
	Iteration 50Q: 3 clusters Score -841389.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -841392.437500 Penalty: 4393.609863
	Iteration 51Q: 3 clusters Score -841392.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -841398.375000 Penalty: 4393.609863
	Iteration 52Q: 3 clusters Score -841398.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -841406.625000 Penalty: 4393.609863
	Iteration 53Q: 3 clusters Score -841406.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -841406.875000 Penalty: 4393.609863
	Iteration 54Q: 3 clusters Score -841406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -841406.875000 Penalty: 4393.609863
	Iteration 55Q: 3 clusters Score -841406.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -841407.062500 Penalty: 4393.609863
	Iteration 56Q: 3 clusters Score -841407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -841407.562500 Penalty: 4393.609863
	Iteration 57Q: 3 clusters Score -841407.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -841407.937500 Penalty: 4393.609863
	Iteration 58Q: 3 clusters Score -841407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -841407.937500 Penalty: 4393.609863
	Iteration 59F: 3 clusters Score -841407.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Entering Unmasked Estep 
Score: -958258.437500 Penalty: 2239.918945
	Iteration 0F: 2 clusters Score -958258.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -951730.500000 Penalty: 4479.837891
	Iteration 0F: 3 clusters Score -951730.5 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -953684.812500 Penalty: 4479.837891
	Iteration 1F: 3 clusters Score -953684.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -954273.750000 Penalty: 4479.837891
	Iteration 2F: 3 clusters Score -954273.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -954892.500000 Penalty: 4479.837891
	Iteration 3F: 3 clusters Score -954892.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -955536.312500 Penalty: 4479.837891
	Iteration 4F: 3 clusters Score -955536.3 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -956225.125000 Penalty: 4479.837891
	Iteration 5F: 3 clusters Score -956225.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -956874.625000 Penalty: 4479.837891
	Iteration 6F: 3 clusters Score -956874.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -957522.750000 Penalty: 4479.837891
	Iteration 7F: 3 clusters Score -957522.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -958017.875000 Penalty: 4479.837891
	Iteration 8Q: 3 clusters Score -958017.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -958322.000000 Penalty: 4479.837891
	Iteration 9Q: 3 clusters Score -958322 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -958504.125000 Penalty: 4479.837891
	Iteration 10Q: 3 clusters Score -958504.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -958618.875000 Penalty: 4479.837891
	Iteration 11Q: 3 clusters Score -958618.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -958695.937500 Penalty: 4479.837891
	Iteration 12Q: 3 clusters Score -958695.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -958741.687500 Penalty: 4479.837891
	Iteration 13Q: 3 clusters Score -958741.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -958767.125000 Penalty: 4479.837891
	Iteration 14Q: 3 clusters Score -958767.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -958783.187500 Penalty: 4479.837891
	Iteration 15Q: 3 clusters Score -958783.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -958797.187500 Penalty: 4479.837891
	Iteration 16Q: 3 clusters Score -958797.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -958813.500000 Penalty: 4479.837891
	Iteration 17Q: 3 clusters Score -958813.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -958822.125000 Penalty: 4479.837891
	Iteration 18Q: 3 clusters Score -958822.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -958834.312500 Penalty: 4479.837891
	Iteration 19Q: 3 clusters Score -958834.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -958848.937500 Penalty: 4479.837891
	Iteration 20F: 3 clusters Score -958848.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -958871.062500 Penalty: 4479.837891
	Iteration 21Q: 3 clusters Score -958871.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -958898.125000 Penalty: 4479.837891
	Iteration 22Q: 3 clusters Score -958898.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -958928.500000 Penalty: 4479.837891
	Iteration 23Q: 3 clusters Score -958928.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -958964.250000 Penalty: 4479.837891
	Iteration 24Q: 3 clusters Score -958964.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -959010.750000 Penalty: 4479.837891
	Iteration 25Q: 3 clusters Score -959010.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -959045.625000 Penalty: 4479.837891
	Iteration 26Q: 3 clusters Score -959045.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -959089.562500 Penalty: 4479.837891
	Iteration 27Q: 3 clusters Score -959089.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -959150.562500 Penalty: 4479.837891
	Iteration 28Q: 3 clusters Score -959150.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -959240.437500 Penalty: 4479.837891
	Iteration 29Q: 3 clusters Score -959240.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -959392.812500 Penalty: 4479.837891
	Iteration 30Q: 3 clusters Score -959392.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -959653.250000 Penalty: 4479.837891
	Iteration 31Q: 3 clusters Score -959653.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -959952.812500 Penalty: 4479.837891
	Iteration 32Q: 3 clusters Score -959952.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -960321.875000 Penalty: 4479.837891
	Iteration 33Q: 3 clusters Score -960321.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -960665.562500 Penalty: 4479.837891
	Iteration 34Q: 3 clusters Score -960665.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -960952.062500 Penalty: 4479.837891
	Iteration 35Q: 3 clusters Score -960952.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -961126.375000 Penalty: 4479.837891
	Iteration 36Q: 3 clusters Score -961126.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -961301.812500 Penalty: 4479.837891
	Iteration 37Q: 3 clusters Score -961301.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -961491.000000 Penalty: 4479.837891
	Iteration 38Q: 3 clusters Score -961491 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -961790.625000 Penalty: 4479.837891
	Iteration 39Q: 3 clusters Score -961790.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -962135.125000 Penalty: 4479.837891
	Iteration 40F: 3 clusters Score -962135.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -962385.312500 Penalty: 4479.837891
	Iteration 41Q: 3 clusters Score -962385.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -962463.750000 Penalty: 4479.837891
	Iteration 42Q: 3 clusters Score -962463.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -962475.812500 Penalty: 4479.837891
	Iteration 43Q: 3 clusters Score -962475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -962477.937500 Penalty: 4479.837891
	Iteration 44Q: 3 clusters Score -962477.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -962477.937500 Penalty: 4479.837891
	Iteration 45F: 3 clusters Score -962477.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 7257 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 35816 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 10665 members 
Mstep: Class 17 contains 16134 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 54351 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Entering Unmasked Estep 
Score: -154391680.000000 Penalty: 146740.093750
Splitting cluster 9 changes total score from -154380224.000000 to -154391680.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 10 (7257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Entering Unmasked Estep 
Score: -869393.062500 Penalty: 2204.651123
	Iteration 0F: 2 clusters Score -869393.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -863429.125000 Penalty: 4409.302246
	Iteration 0F: 3 clusters Score -863429.1 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -865453.000000 Penalty: 4409.302246
	Iteration 1F: 3 clusters Score -865453 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -866366.000000 Penalty: 4409.302246
	Iteration 2F: 3 clusters Score -866366 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -867304.187500 Penalty: 4409.302246
	Iteration 3F: 3 clusters Score -867304.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -868204.937500 Penalty: 4409.302246
	Iteration 4F: 3 clusters Score -868204.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -868777.750000 Penalty: 4409.302246
	Iteration 5F: 3 clusters Score -868777.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -869026.562500 Penalty: 4409.302246
	Iteration 6Q: 3 clusters Score -869026.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -869151.375000 Penalty: 4409.302246
	Iteration 7Q: 3 clusters Score -869151.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -869214.625000 Penalty: 4409.302246
	Iteration 8Q: 3 clusters Score -869214.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -869242.437500 Penalty: 4409.302246
	Iteration 9Q: 3 clusters Score -869242.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -869260.562500 Penalty: 4409.302246
	Iteration 10Q: 3 clusters Score -869260.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -869274.687500 Penalty: 4409.302246
	Iteration 11Q: 3 clusters Score -869274.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -869288.375000 Penalty: 4409.302246
	Iteration 12Q: 3 clusters Score -869288.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -869297.500000 Penalty: 4409.302246
	Iteration 13Q: 3 clusters Score -869297.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -869305.937500 Penalty: 4409.302246
	Iteration 14Q: 3 clusters Score -869305.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -869317.125000 Penalty: 4409.302246
	Iteration 15Q: 3 clusters Score -869317.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -869332.125000 Penalty: 4409.302246
	Iteration 16Q: 3 clusters Score -869332.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -869345.187500 Penalty: 4409.302246
	Iteration 17Q: 3 clusters Score -869345.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -869353.125000 Penalty: 4409.302246
	Iteration 18Q: 3 clusters Score -869353.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -869366.687500 Penalty: 4409.302246
	Iteration 19Q: 3 clusters Score -869366.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -869381.687500 Penalty: 4409.302246
	Iteration 20F: 3 clusters Score -869381.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -869398.875000 Penalty: 4409.302246
	Iteration 21Q: 3 clusters Score -869398.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -869418.625000 Penalty: 4409.302246
	Iteration 22Q: 3 clusters Score -869418.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -869433.500000 Penalty: 4409.302246
	Iteration 23Q: 3 clusters Score -869433.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -869449.937500 Penalty: 4409.302246
	Iteration 24Q: 3 clusters Score -869449.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -869466.375000 Penalty: 4409.302246
	Iteration 25Q: 3 clusters Score -869466.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -869482.750000 Penalty: 4409.302246
	Iteration 26Q: 3 clusters Score -869482.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -869492.125000 Penalty: 4409.302246
	Iteration 27Q: 3 clusters Score -869492.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -869504.875000 Penalty: 4409.302246
	Iteration 28Q: 3 clusters Score -869504.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -869510.687500 Penalty: 4409.302246
	Iteration 29Q: 3 clusters Score -869510.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -869525.062500 Penalty: 4409.302246
	Iteration 30Q: 3 clusters Score -869525.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -869536.250000 Penalty: 4409.302246
	Iteration 31Q: 3 clusters Score -869536.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -869546.625000 Penalty: 4409.302246
	Iteration 32Q: 3 clusters Score -869546.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -869565.125000 Penalty: 4409.302246
	Iteration 33Q: 3 clusters Score -869565.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -869575.937500 Penalty: 4409.302246
	Iteration 34Q: 3 clusters Score -869575.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -869579.937500 Penalty: 4409.302246
	Iteration 35Q: 3 clusters Score -869579.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -869587.812500 Penalty: 4409.302246
	Iteration 36Q: 3 clusters Score -869587.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -869595.625000 Penalty: 4409.302246
	Iteration 37Q: 3 clusters Score -869595.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -869603.000000 Penalty: 4409.302246
	Iteration 38Q: 3 clusters Score -869603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -869609.000000 Penalty: 4409.302246
	Iteration 39Q: 3 clusters Score -869609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -869612.437500 Penalty: 4409.302246
	Iteration 40F: 3 clusters Score -869612.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -869615.812500 Penalty: 4409.302246
	Iteration 41Q: 3 clusters Score -869615.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -869620.250000 Penalty: 4409.302246
	Iteration 42Q: 3 clusters Score -869620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -869622.500000 Penalty: 4409.302246
	Iteration 43Q: 3 clusters Score -869622.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -869621.875000 Penalty: 4409.302246
	Iteration 44Q: 3 clusters Score -869621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -869622.625000 Penalty: 4409.302246
	Iteration 45Q: 3 clusters Score -869622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -869624.250000 Penalty: 4409.302246
	Iteration 46Q: 3 clusters Score -869624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -869625.750000 Penalty: 4409.302246
	Iteration 47Q: 3 clusters Score -869625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -869627.000000 Penalty: 4409.302246
	Iteration 48Q: 3 clusters Score -869627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -869627.250000 Penalty: 4409.302246
	Iteration 49Q: 3 clusters Score -869627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -869629.312500 Penalty: 4409.302246
	Iteration 50Q: 3 clusters Score -869629.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -869628.250000 Penalty: 4409.302246
	Iteration 51Q: 3 clusters Score -869628.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -869628.625000 Penalty: 4409.302246
	Iteration 52Q: 3 clusters Score -869628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -869628.812500 Penalty: 4409.302246
	Iteration 53Q: 3 clusters Score -869628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -869628.812500 Penalty: 4409.302246
	Iteration 54F: 3 clusters Score -869628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 35816 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 10665 members 
Mstep: Class 17 contains 16134 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 54351 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Entering Unmasked Estep 
Score: -154390416.000000 Penalty: 150233.906250
Splitting cluster 10 changes total score from -154380224.000000 to -154390416.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 11 (7432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Entering Unmasked Estep 
Score: -877879.812500 Penalty: 2210.560547
	Iteration 0F: 2 clusters Score -877879.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -871755.062500 Penalty: 4421.121094
	Iteration 0F: 3 clusters Score -871755.1 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -873442.562500 Penalty: 4421.121094
	Iteration 1F: 3 clusters Score -873442.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -873804.625000 Penalty: 4421.121094
	Iteration 2F: 3 clusters Score -873804.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -874216.562500 Penalty: 4421.121094
	Iteration 3F: 3 clusters Score -874216.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -874711.375000 Penalty: 4421.121094
	Iteration 4F: 3 clusters Score -874711.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -875317.562500 Penalty: 4421.121094
	Iteration 5F: 3 clusters Score -875317.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -875953.625000 Penalty: 4421.121094
	Iteration 6F: 3 clusters Score -875953.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -876532.812500 Penalty: 4421.121094
	Iteration 7F: 3 clusters Score -876532.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -876981.937500 Penalty: 4421.121094
	Iteration 8F: 3 clusters Score -876981.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -877248.562500 Penalty: 4421.121094
	Iteration 9Q: 3 clusters Score -877248.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -877411.375000 Penalty: 4421.121094
	Iteration 10Q: 3 clusters Score -877411.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -877499.625000 Penalty: 4421.121094
	Iteration 11Q: 3 clusters Score -877499.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -877558.000000 Penalty: 4421.121094
	Iteration 12Q: 3 clusters Score -877558 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -877593.812500 Penalty: 4421.121094
	Iteration 13Q: 3 clusters Score -877593.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -877606.250000 Penalty: 4421.121094
	Iteration 14Q: 3 clusters Score -877606.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -877616.000000 Penalty: 4421.121094
	Iteration 15Q: 3 clusters Score -877616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -877622.437500 Penalty: 4421.121094
	Iteration 16Q: 3 clusters Score -877622.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -877621.812500 Penalty: 4421.121094
	Iteration 17Q: 3 clusters Score -877621.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -877624.562500 Penalty: 4421.121094
	Iteration 18Q: 3 clusters Score -877624.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -877624.812500 Penalty: 4421.121094
	Iteration 19Q: 3 clusters Score -877624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -877624.875000 Penalty: 4421.121094
	Iteration 20F: 3 clusters Score -877624.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96851 members 
Entering Unmasked Estep 
Score: -11762738.000000 Penalty: 2847.270508
	Iteration 0F: 2 clusters Score -1.176274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -11697944.000000 Penalty: 5694.541016
	Iteration 0F: 3 clusters Score -1.169794e+07 nChanged 45826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -11724100.000000 Penalty: 5694.541016
	Iteration 1F: 3 clusters Score -1.17241e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -11724674.000000 Penalty: 5694.541016
	Iteration 2Q: 3 clusters Score -1.172467e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -11725458.000000 Penalty: 5694.541016
	Iteration 3Q: 3 clusters Score -1.172546e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -11726312.000000 Penalty: 5694.541016
	Iteration 4Q: 3 clusters Score -1.172631e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -11727617.000000 Penalty: 5694.541016
	Iteration 5Q: 3 clusters Score -1.172762e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -11729625.000000 Penalty: 5694.541016
	Iteration 6Q: 3 clusters Score -1.172962e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -11732787.000000 Penalty: 5694.541016
	Iteration 7F: 3 clusters Score -1.173279e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -11737389.000000 Penalty: 5694.541016
	Iteration 8F: 3 clusters Score -1.173739e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -11743240.000000 Penalty: 5694.541016
	Iteration 9F: 3 clusters Score -1.174324e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83548 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -11748891.000000 Penalty: 5694.541016
	Iteration 10F: 3 clusters Score -1.174889e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -11753386.000000 Penalty: 5694.541016
	Iteration 11F: 3 clusters Score -1.175339e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91776 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -11756420.000000 Penalty: 5694.541016
	Iteration 12Q: 3 clusters Score -1.175642e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -11758243.000000 Penalty: 5694.541016
	Iteration 13Q: 3 clusters Score -1.175824e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95030 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -11759207.000000 Penalty: 5694.541016
	Iteration 14Q: 3 clusters Score -1.175921e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11759690.000000 Penalty: 5694.541016
	Iteration 15Q: 3 clusters Score -1.175969e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11759969.000000 Penalty: 5694.541016
	Iteration 16Q: 3 clusters Score -1.175997e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96211 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11760136.000000 Penalty: 5694.541016
	Iteration 17Q: 3 clusters Score -1.176014e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96323 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11760241.000000 Penalty: 5694.541016
	Iteration 18Q: 3 clusters Score -1.176024e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96380 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11760308.000000 Penalty: 5694.541016
	Iteration 19Q: 3 clusters Score -1.176031e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96413 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11760351.000000 Penalty: 5694.541016
	Iteration 20F: 3 clusters Score -1.176035e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11760377.000000 Penalty: 5694.541016
	Iteration 21Q: 3 clusters Score -1.176038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96446 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11760391.000000 Penalty: 5694.541016
	Iteration 22Q: 3 clusters Score -1.176039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96457 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -11760404.000000 Penalty: 5694.541016
	Iteration 23Q: 3 clusters Score -1.17604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96461 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -11760420.000000 Penalty: 5694.541016
	Iteration 24Q: 3 clusters Score -1.176042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11760416.000000 Penalty: 5694.541016
	Iteration 25Q: 3 clusters Score -1.176042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11760435.000000 Penalty: 5694.541016
	Iteration 26Q: 3 clusters Score -1.176044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96468 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11760425.000000 Penalty: 5694.541016
	Iteration 27Q: 3 clusters Score -1.176042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96471 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11760427.000000 Penalty: 5694.541016
	Iteration 28Q: 3 clusters Score -1.176043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96473 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11760431.000000 Penalty: 5694.541016
	Iteration 29Q: 3 clusters Score -1.176043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11760436.000000 Penalty: 5694.541016
	Iteration 30Q: 3 clusters Score -1.176044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11760433.000000 Penalty: 5694.541016
	Iteration 31Q: 3 clusters Score -1.176043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11760433.000000 Penalty: 5694.541016
	Iteration 32F: 3 clusters Score -1.176043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Entering Unmasked Estep 
Score: -4463052.500000 Penalty: 2600.565186
	Iteration 0F: 2 clusters Score -4463052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4438565.000000 Penalty: 5201.130371
	Iteration 0F: 3 clusters Score -4438565 nChanged 16324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4447589.000000 Penalty: 5201.130371
	Iteration 1F: 3 clusters Score -4447589 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4448220.000000 Penalty: 5201.130371
	Iteration 2Q: 3 clusters Score -4448220 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4449085.000000 Penalty: 5201.130371
	Iteration 3Q: 3 clusters Score -4449085 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -4450412.000000 Penalty: 5201.130371
	Iteration 4F: 3 clusters Score -4450412 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -4452432.000000 Penalty: 5201.130371
	Iteration 5F: 3 clusters Score -4452432 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -4454970.500000 Penalty: 5201.130371
	Iteration 6F: 3 clusters Score -4454970 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -4457479.500000 Penalty: 5201.130371
	Iteration 7F: 3 clusters Score -4457480 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -4459748.500000 Penalty: 5201.130371
	Iteration 8F: 3 clusters Score -4459748 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -4461819.000000 Penalty: 5201.130371
	Iteration 9Q: 3 clusters Score -4461819 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -4462983.500000 Penalty: 5201.130371
	Iteration 10Q: 3 clusters Score -4462984 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -4463338.500000 Penalty: 5201.130371
	Iteration 11Q: 3 clusters Score -4463338 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4463503.000000 Penalty: 5201.130371
	Iteration 12Q: 3 clusters Score -4463503 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4463564.000000 Penalty: 5201.130371
	Iteration 13Q: 3 clusters Score -4463564 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4463602.000000 Penalty: 5201.130371
	Iteration 14Q: 3 clusters Score -4463602 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -4463616.500000 Penalty: 5201.130371
	Iteration 15Q: 3 clusters Score -4463616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -4463633.500000 Penalty: 5201.130371
	Iteration 16Q: 3 clusters Score -4463634 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -4463636.500000 Penalty: 5201.130371
	Iteration 17Q: 3 clusters Score -4463636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4463637.000000 Penalty: 5201.130371
	Iteration 18Q: 3 clusters Score -4463637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -4463644.000000 Penalty: 5201.130371
	Iteration 19Q: 3 clusters Score -4463644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4463644.000000 Penalty: 5201.130371
	Iteration 20F: 3 clusters Score -4463644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4463644.000000 Penalty: 5201.130371
	Iteration 21Q: 3 clusters Score -4463644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4463655.500000 Penalty: 5201.130371
	Iteration 22Q: 3 clusters Score -4463656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -4463658.000000 Penalty: 5201.130371
	Iteration 23Q: 3 clusters Score -4463658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -4463654.500000 Penalty: 5201.130371
	Iteration 24Q: 3 clusters Score -4463654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -4463658.000000 Penalty: 5201.130371
	Iteration 25Q: 3 clusters Score -4463658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -4463653.000000 Penalty: 5201.130371
	Iteration 26Q: 3 clusters Score -4463653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4463650.000000 Penalty: 5201.130371
	Iteration 27Q: 3 clusters Score -4463650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -4463658.000000 Penalty: 5201.130371
	Iteration 28Q: 3 clusters Score -4463658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -4463659.500000 Penalty: 5201.130371
	Iteration 29Q: 3 clusters Score -4463660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4463662.000000 Penalty: 5201.130371
	Iteration 30Q: 3 clusters Score -4463662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -4463656.000000 Penalty: 5201.130371
	Iteration 31Q: 3 clusters Score -4463656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -4463658.500000 Penalty: 5201.130371
	Iteration 32Q: 3 clusters Score -4463658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -4463659.500000 Penalty: 5201.130371
	Iteration 33Q: 3 clusters Score -4463660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4463658.500000 Penalty: 5201.130371
	Iteration 34Q: 3 clusters Score -4463658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -4463659.000000 Penalty: 5201.130371
	Iteration 35Q: 3 clusters Score -4463659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -4463658.500000 Penalty: 5201.130371
	Iteration 36Q: 3 clusters Score -4463658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -4463658.500000 Penalty: 5201.130371
	Iteration 37Q: 3 clusters Score -4463658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4463655.500000 Penalty: 5201.130371
	Iteration 38Q: 3 clusters Score -4463656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -4463658.000000 Penalty: 5201.130371
	Iteration 39Q: 3 clusters Score -4463658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -4463658.000000 Penalty: 5201.130371
	Iteration 40F: 3 clusters Score -4463658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 10665 members 
Mstep: Class 17 contains 16134 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 54351 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Entering Unmasked Estep 
Score: -154389984.000000 Penalty: 153727.718750
Splitting cluster 13 changes total score from -154380224.000000 to -154389984.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 14 (26103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Entering Unmasked Estep 
Score: -3116834.750000 Penalty: 2522.111816
	Iteration 0F: 2 clusters Score -3116835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3098786.750000 Penalty: 5044.223633
	Iteration 0F: 3 clusters Score -3098787 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3105396.000000 Penalty: 5044.223633
	Iteration 1F: 3 clusters Score -3105396 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3106161.500000 Penalty: 5044.223633
	Iteration 2F: 3 clusters Score -3106162 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3107066.250000 Penalty: 5044.223633
	Iteration 3F: 3 clusters Score -3107066 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3108151.500000 Penalty: 5044.223633
	Iteration 4F: 3 clusters Score -3108152 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -3109365.750000 Penalty: 5044.223633
	Iteration 5F: 3 clusters Score -3109366 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3110574.500000 Penalty: 5044.223633
	Iteration 6F: 3 clusters Score -3110574 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3111545.250000 Penalty: 5044.223633
	Iteration 7F: 3 clusters Score -3111545 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -3112202.750000 Penalty: 5044.223633
	Iteration 8Q: 3 clusters Score -3112203 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3112769.000000 Penalty: 5044.223633
	Iteration 9Q: 3 clusters Score -3112769 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3113230.500000 Penalty: 5044.223633
	Iteration 10Q: 3 clusters Score -3113230 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3113591.750000 Penalty: 5044.223633
	Iteration 11Q: 3 clusters Score -3113592 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3113915.750000 Penalty: 5044.223633
	Iteration 12Q: 3 clusters Score -3113916 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3114169.750000 Penalty: 5044.223633
	Iteration 13Q: 3 clusters Score -3114170 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3114356.250000 Penalty: 5044.223633
	Iteration 14Q: 3 clusters Score -3114356 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3114515.750000 Penalty: 5044.223633
	Iteration 15Q: 3 clusters Score -3114516 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3114634.000000 Penalty: 5044.223633
	Iteration 16Q: 3 clusters Score -3114634 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3114728.250000 Penalty: 5044.223633
	Iteration 17Q: 3 clusters Score -3114728 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3114806.000000 Penalty: 5044.223633
	Iteration 18Q: 3 clusters Score -3114806 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3114873.500000 Penalty: 5044.223633
	Iteration 19Q: 3 clusters Score -3114874 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3114923.250000 Penalty: 5044.223633
	Iteration 20F: 3 clusters Score -3114923 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3114980.750000 Penalty: 5044.223633
	Iteration 21Q: 3 clusters Score -3114981 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3115056.750000 Penalty: 5044.223633
	Iteration 22Q: 3 clusters Score -3115057 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3115137.750000 Penalty: 5044.223633
	Iteration 23Q: 3 clusters Score -3115138 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3115216.250000 Penalty: 5044.223633
	Iteration 24Q: 3 clusters Score -3115216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3115255.250000 Penalty: 5044.223633
	Iteration 25Q: 3 clusters Score -3115255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3115289.750000 Penalty: 5044.223633
	Iteration 26Q: 3 clusters Score -3115290 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3115304.750000 Penalty: 5044.223633
	Iteration 27Q: 3 clusters Score -3115305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3115331.500000 Penalty: 5044.223633
	Iteration 28Q: 3 clusters Score -3115332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3115358.500000 Penalty: 5044.223633
	Iteration 29Q: 3 clusters Score -3115358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3115363.750000 Penalty: 5044.223633
	Iteration 30Q: 3 clusters Score -3115364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3115371.500000 Penalty: 5044.223633
	Iteration 31Q: 3 clusters Score -3115372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3115388.500000 Penalty: 5044.223633
	Iteration 32Q: 3 clusters Score -3115388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3115388.250000 Penalty: 5044.223633
	Iteration 33Q: 3 clusters Score -3115388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3115388.500000 Penalty: 5044.223633
	Iteration 34Q: 3 clusters Score -3115388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3115391.000000 Penalty: 5044.223633
	Iteration 35Q: 3 clusters Score -3115391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3115392.250000 Penalty: 5044.223633
	Iteration 36Q: 3 clusters Score -3115392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3115389.250000 Penalty: 5044.223633
	Iteration 37Q: 3 clusters Score -3115389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3115400.500000 Penalty: 5044.223633
	Iteration 38Q: 3 clusters Score -3115400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3115406.000000 Penalty: 5044.223633
	Iteration 39Q: 3 clusters Score -3115406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3115407.250000 Penalty: 5044.223633
	Iteration 40F: 3 clusters Score -3115407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3115414.000000 Penalty: 5044.223633
	Iteration 41Q: 3 clusters Score -3115414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3115418.750000 Penalty: 5044.223633
	Iteration 42Q: 3 clusters Score -3115419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3115421.000000 Penalty: 5044.223633
	Iteration 43Q: 3 clusters Score -3115421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3115433.500000 Penalty: 5044.223633
	Iteration 44Q: 3 clusters Score -3115434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3115436.250000 Penalty: 5044.223633
	Iteration 45Q: 3 clusters Score -3115436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3115444.250000 Penalty: 5044.223633
	Iteration 46Q: 3 clusters Score -3115444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3115445.000000 Penalty: 5044.223633
	Iteration 47Q: 3 clusters Score -3115445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3115444.000000 Penalty: 5044.223633
	Iteration 48Q: 3 clusters Score -3115444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3115440.500000 Penalty: 5044.223633
	Iteration 49Q: 3 clusters Score -3115440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3115443.500000 Penalty: 5044.223633
	Iteration 50Q: 3 clusters Score -3115444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3115444.000000 Penalty: 5044.223633
	Iteration 51Q: 3 clusters Score -3115444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3115446.000000 Penalty: 5044.223633
	Iteration 52Q: 3 clusters Score -3115446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3115443.500000 Penalty: 5044.223633
	Iteration 53Q: 3 clusters Score -3115444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3115446.250000 Penalty: 5044.223633
	Iteration 54Q: 3 clusters Score -3115446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3115447.750000 Penalty: 5044.223633
	Iteration 55Q: 3 clusters Score -3115448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3115449.750000 Penalty: 5044.223633
	Iteration 56Q: 3 clusters Score -3115450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3115448.500000 Penalty: 5044.223633
	Iteration 57Q: 3 clusters Score -3115448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3115452.500000 Penalty: 5044.223633
	Iteration 58Q: 3 clusters Score -3115452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3115454.000000 Penalty: 5044.223633
	Iteration 59Q: 3 clusters Score -3115454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3115456.750000 Penalty: 5044.223633
	Iteration 60F: 3 clusters Score -3115457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3115454.500000 Penalty: 5044.223633
	Iteration 61Q: 3 clusters Score -3115454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3115458.500000 Penalty: 5044.223633
	Iteration 62Q: 3 clusters Score -3115458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3115462.500000 Penalty: 5044.223633
	Iteration 63Q: 3 clusters Score -3115462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3115462.500000 Penalty: 5044.223633
	Iteration 64Q: 3 clusters Score -3115462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3115468.750000 Penalty: 5044.223633
	Iteration 65Q: 3 clusters Score -3115469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3115468.000000 Penalty: 5044.223633
	Iteration 66Q: 3 clusters Score -3115468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3115475.750000 Penalty: 5044.223633
	Iteration 67Q: 3 clusters Score -3115476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3115476.000000 Penalty: 5044.223633
	Iteration 68Q: 3 clusters Score -3115476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3115473.500000 Penalty: 5044.223633
	Iteration 69Q: 3 clusters Score -3115474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3115482.250000 Penalty: 5044.223633
	Iteration 70Q: 3 clusters Score -3115482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3115480.000000 Penalty: 5044.223633
	Iteration 71Q: 3 clusters Score -3115480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3115484.000000 Penalty: 5044.223633
	Iteration 72Q: 3 clusters Score -3115484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3115480.750000 Penalty: 5044.223633
	Iteration 73Q: 3 clusters Score -3115481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3115480.000000 Penalty: 5044.223633
	Iteration 74Q: 3 clusters Score -3115480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3115481.000000 Penalty: 5044.223633
	Iteration 75Q: 3 clusters Score -3115481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3115483.250000 Penalty: 5044.223633
	Iteration 76Q: 3 clusters Score -3115483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3115483.250000 Penalty: 5044.223633
	Iteration 77F: 3 clusters Score -3115483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (137335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137335 members 
Entering Unmasked Estep 
Score: -16665982.000000 Penalty: 2933.884277
	Iteration 0F: 2 clusters Score -1.666598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -16573975.000000 Penalty: 5867.768555
	Iteration 0F: 3 clusters Score -1.657398e+07 nChanged 65620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 70289 members 
Entering Unmasked Estep 
Score: -16611681.000000 Penalty: 5867.768555
	Iteration 1F: 3 clusters Score -1.661168e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -16612767.000000 Penalty: 5867.768555
	Iteration 2Q: 3 clusters Score -1.661277e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 73041 members 
Entering Unmasked Estep 
Score: -16613994.000000 Penalty: 5867.768555
	Iteration 3Q: 3 clusters Score -1.661399e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 75683 members 
Entering Unmasked Estep 
Score: -16615587.000000 Penalty: 5867.768555
	Iteration 4Q: 3 clusters Score -1.661559e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -16617862.000000 Penalty: 5867.768555
	Iteration 5Q: 3 clusters Score -1.661786e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 85689 members 
Entering Unmasked Estep 
Score: -16621516.000000 Penalty: 5867.768555
	Iteration 6F: 3 clusters Score -1.662152e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -16627705.000000 Penalty: 5867.768555
	Iteration 7F: 3 clusters Score -1.66277e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 104186 members 
Entering Unmasked Estep 
Score: -16635835.000000 Penalty: 5867.768555
	Iteration 8F: 3 clusters Score -1.663584e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 114467 members 
Entering Unmasked Estep 
Score: -16644770.000000 Penalty: 5867.768555
	Iteration 9F: 3 clusters Score -1.664477e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 123047 members 
Entering Unmasked Estep 
Score: -16652302.000000 Penalty: 5867.768555
	Iteration 10F: 3 clusters Score -1.66523e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 129056 members 
Entering Unmasked Estep 
Score: -16657681.000000 Penalty: 5867.768555
	Iteration 11Q: 3 clusters Score -1.665768e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 132709 members 
Entering Unmasked Estep 
Score: -16660850.000000 Penalty: 5867.768555
	Iteration 12Q: 3 clusters Score -1.666085e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 134651 members 
Entering Unmasked Estep 
Score: -16662570.000000 Penalty: 5867.768555
	Iteration 13Q: 3 clusters Score -1.666257e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 135537 members 
Entering Unmasked Estep 
Score: -16663366.000000 Penalty: 5867.768555
	Iteration 14Q: 3 clusters Score -1.666337e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 135942 members 
Entering Unmasked Estep 
Score: -16663788.000000 Penalty: 5867.768555
	Iteration 15Q: 3 clusters Score -1.666379e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 136144 members 
Entering Unmasked Estep 
Score: -16664108.000000 Penalty: 5867.768555
	Iteration 16Q: 3 clusters Score -1.666411e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 136244 members 
Entering Unmasked Estep 
Score: -16664267.000000 Penalty: 5867.768555
	Iteration 17Q: 3 clusters Score -1.666427e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 136315 members 
Entering Unmasked Estep 
Score: -16664406.000000 Penalty: 5867.768555
	Iteration 18Q: 3 clusters Score -1.666441e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 136349 members 
Entering Unmasked Estep 
Score: -16664478.000000 Penalty: 5867.768555
	Iteration 19Q: 3 clusters Score -1.666448e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 136358 members 
Entering Unmasked Estep 
Score: -16664527.000000 Penalty: 5867.768555
	Iteration 20F: 3 clusters Score -1.666453e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 136353 members 
Entering Unmasked Estep 
Score: -16664559.000000 Penalty: 5867.768555
	Iteration 21Q: 3 clusters Score -1.666456e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 136352 members 
Entering Unmasked Estep 
Score: -16664568.000000 Penalty: 5867.768555
	Iteration 22Q: 3 clusters Score -1.666457e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 136346 members 
Entering Unmasked Estep 
Score: -16664594.000000 Penalty: 5867.768555
	Iteration 23Q: 3 clusters Score -1.666459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 136340 members 
Entering Unmasked Estep 
Score: -16664603.000000 Penalty: 5867.768555
	Iteration 24Q: 3 clusters Score -1.66646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 136333 members 
Entering Unmasked Estep 
Score: -16664631.000000 Penalty: 5867.768555
	Iteration 25Q: 3 clusters Score -1.666463e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 136329 members 
Entering Unmasked Estep 
Score: -16664635.000000 Penalty: 5867.768555
	Iteration 26Q: 3 clusters Score -1.666464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 136330 members 
Entering Unmasked Estep 
Score: -16664629.000000 Penalty: 5867.768555
	Iteration 27Q: 3 clusters Score -1.666463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 136332 members 
Entering Unmasked Estep 
Score: -16664642.000000 Penalty: 5867.768555
	Iteration 28Q: 3 clusters Score -1.666464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 136337 members 
Entering Unmasked Estep 
Score: -16664662.000000 Penalty: 5867.768555
	Iteration 29Q: 3 clusters Score -1.666466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 136340 members 
Entering Unmasked Estep 
Score: -16664650.000000 Penalty: 5867.768555
	Iteration 30Q: 3 clusters Score -1.666465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 136344 members 
Entering Unmasked Estep 
Score: -16664665.000000 Penalty: 5867.768555
	Iteration 31Q: 3 clusters Score -1.666466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 136343 members 
Entering Unmasked Estep 
Score: -16664662.000000 Penalty: 5867.768555
	Iteration 32Q: 3 clusters Score -1.666466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 136343 members 
Entering Unmasked Estep 
Score: -16664662.000000 Penalty: 5867.768555
	Iteration 33F: 3 clusters Score -1.666466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Entering Unmasked Estep 
Score: -1223114.375000 Penalty: 2300.131348
	Iteration 0F: 2 clusters Score -1223114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1215079.875000 Penalty: 4600.262695
	Iteration 0F: 3 clusters Score -1215080 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1217746.750000 Penalty: 4600.262695
	Iteration 1F: 3 clusters Score -1217747 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1219346.875000 Penalty: 4600.262695
	Iteration 2F: 3 clusters Score -1219347 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1223503.375000 Penalty: 4600.262695
	Iteration 3F: 3 clusters Score -1223503 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1229210.375000 Penalty: 4600.262695
	Iteration 4F: 3 clusters Score -1229210 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1231526.750000 Penalty: 4600.262695
	Iteration 5F: 3 clusters Score -1231527 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1232217.500000 Penalty: 4600.262695
	Iteration 6Q: 3 clusters Score -1232218 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1232457.750000 Penalty: 4600.262695
	Iteration 7Q: 3 clusters Score -1232458 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1232571.000000 Penalty: 4600.262695
	Iteration 8Q: 3 clusters Score -1232571 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1232718.375000 Penalty: 4600.262695
	Iteration 9Q: 3 clusters Score -1232718 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1233068.750000 Penalty: 4600.262695
	Iteration 10Q: 3 clusters Score -1233069 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1233827.750000 Penalty: 4600.262695
	Iteration 11Q: 3 clusters Score -1233828 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1234489.625000 Penalty: 4600.262695
	Iteration 12Q: 3 clusters Score -1234490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1234576.125000 Penalty: 4600.262695
	Iteration 13Q: 3 clusters Score -1234576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1234587.500000 Penalty: 4600.262695
	Iteration 14Q: 3 clusters Score -1234588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1234589.250000 Penalty: 4600.262695
	Iteration 15Q: 3 clusters Score -1234589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1234592.375000 Penalty: 4600.262695
	Iteration 16Q: 3 clusters Score -1234592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1234593.125000 Penalty: 4600.262695
	Iteration 17Q: 3 clusters Score -1234593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1234593.125000 Penalty: 4600.262695
	Iteration 18F: 3 clusters Score -1234593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 16134 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 54351 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Entering Unmasked Estep 
Score: -154399344.000000 Penalty: 157221.531250
Splitting cluster 16 changes total score from -154380224.000000 to -154399344.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 17 (16134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Entering Unmasked Estep 
Score: -2011773.000000 Penalty: 2402.793701
	Iteration 0F: 2 clusters Score -2011773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2000225.625000 Penalty: 4805.587402
	Iteration 0F: 3 clusters Score -2000226 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2003969.375000 Penalty: 4805.587402
	Iteration 1F: 3 clusters Score -2003969 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2004559.750000 Penalty: 4805.587402
	Iteration 2F: 3 clusters Score -2004560 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2005160.625000 Penalty: 4805.587402
	Iteration 3F: 3 clusters Score -2005161 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2005847.625000 Penalty: 4805.587402
	Iteration 4F: 3 clusters Score -2005848 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2006613.500000 Penalty: 4805.587402
	Iteration 5F: 3 clusters Score -2006614 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2007475.125000 Penalty: 4805.587402
	Iteration 6F: 3 clusters Score -2007475 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2008509.375000 Penalty: 4805.587402
	Iteration 7F: 3 clusters Score -2008509 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2009627.625000 Penalty: 4805.587402
	Iteration 8F: 3 clusters Score -2009628 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2010460.125000 Penalty: 4805.587402
	Iteration 9Q: 3 clusters Score -2010460 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2011025.000000 Penalty: 4805.587402
	Iteration 10Q: 3 clusters Score -2011025 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2011386.625000 Penalty: 4805.587402
	Iteration 11Q: 3 clusters Score -2011387 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2011605.625000 Penalty: 4805.587402
	Iteration 12Q: 3 clusters Score -2011606 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2011729.875000 Penalty: 4805.587402
	Iteration 13Q: 3 clusters Score -2011730 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2011798.875000 Penalty: 4805.587402
	Iteration 14Q: 3 clusters Score -2011799 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2011842.500000 Penalty: 4805.587402
	Iteration 15Q: 3 clusters Score -2011842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2011865.500000 Penalty: 4805.587402
	Iteration 16Q: 3 clusters Score -2011866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2011879.750000 Penalty: 4805.587402
	Iteration 17Q: 3 clusters Score -2011880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2011889.500000 Penalty: 4805.587402
	Iteration 18Q: 3 clusters Score -2011890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2011893.625000 Penalty: 4805.587402
	Iteration 19Q: 3 clusters Score -2011894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2011900.500000 Penalty: 4805.587402
	Iteration 20F: 3 clusters Score -2011900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2011902.500000 Penalty: 4805.587402
	Iteration 21Q: 3 clusters Score -2011902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2011913.875000 Penalty: 4805.587402
	Iteration 22Q: 3 clusters Score -2011914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2011916.125000 Penalty: 4805.587402
	Iteration 23Q: 3 clusters Score -2011916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2011924.000000 Penalty: 4805.587402
	Iteration 24Q: 3 clusters Score -2011924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2011923.250000 Penalty: 4805.587402
	Iteration 25Q: 3 clusters Score -2011923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2011924.875000 Penalty: 4805.587402
	Iteration 26Q: 3 clusters Score -2011925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2011928.625000 Penalty: 4805.587402
	Iteration 27Q: 3 clusters Score -2011929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2011923.875000 Penalty: 4805.587402
	Iteration 28Q: 3 clusters Score -2011924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2011931.125000 Penalty: 4805.587402
	Iteration 29Q: 3 clusters Score -2011931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2011932.750000 Penalty: 4805.587402
	Iteration 30Q: 3 clusters Score -2011933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2011936.000000 Penalty: 4805.587402
	Iteration 31Q: 3 clusters Score -2011936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2011937.125000 Penalty: 4805.587402
	Iteration 32Q: 3 clusters Score -2011937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2011939.750000 Penalty: 4805.587402
	Iteration 33Q: 3 clusters Score -2011940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2011938.000000 Penalty: 4805.587402
	Iteration 34Q: 3 clusters Score -2011938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2011940.500000 Penalty: 4805.587402
	Iteration 35Q: 3 clusters Score -2011940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2011941.500000 Penalty: 4805.587402
	Iteration 36Q: 3 clusters Score -2011942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2011943.125000 Penalty: 4805.587402
	Iteration 37Q: 3 clusters Score -2011943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2011943.125000 Penalty: 4805.587402
	Iteration 38F: 3 clusters Score -2011943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 54351 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Entering Unmasked Estep 
Score: -154398640.000000 Penalty: 160715.343750
Splitting cluster 17 changes total score from -154380224.000000 to -154398640.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 18 (6205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Entering Unmasked Estep 
Score: -713960.500000 Penalty: 2165.811279
	Iteration 0F: 2 clusters Score -713960.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -708787.562500 Penalty: 4331.622559
	Iteration 0F: 3 clusters Score -708787.6 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -710527.937500 Penalty: 4331.622559
	Iteration 1F: 3 clusters Score -710527.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -711265.562500 Penalty: 4331.622559
	Iteration 2F: 3 clusters Score -711265.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -712133.125000 Penalty: 4331.622559
	Iteration 3F: 3 clusters Score -712133.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -713570.937500 Penalty: 4331.622559
	Iteration 4F: 3 clusters Score -713570.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -715434.875000 Penalty: 4331.622559
	Iteration 5F: 3 clusters Score -715434.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -717066.375000 Penalty: 4331.622559
	Iteration 6F: 3 clusters Score -717066.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -718074.687500 Penalty: 4331.622559
	Iteration 7Q: 3 clusters Score -718074.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -718570.875000 Penalty: 4331.622559
	Iteration 8Q: 3 clusters Score -718570.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -718614.437500 Penalty: 4331.622559
	Iteration 9Q: 3 clusters Score -718614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -718616.375000 Penalty: 4331.622559
	Iteration 10Q: 3 clusters Score -718616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -718616.875000 Penalty: 4331.622559
	Iteration 11Q: 3 clusters Score -718616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -718616.875000 Penalty: 4331.622559
	Iteration 12F: 3 clusters Score -718616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 54351 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Entering Unmasked Estep 
Score: -154401248.000000 Penalty: 164209.156250
Splitting cluster 18 changes total score from -154380224.000000 to -154401248.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 19 (5110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Entering Unmasked Estep 
Score: -507587.250000 Penalty: 2117.660889
	Iteration 0F: 2 clusters Score -507587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -503153.781250 Penalty: 4235.321777
	Iteration 0F: 3 clusters Score -503153.8 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -504771.906250 Penalty: 4235.321777
	Iteration 1F: 3 clusters Score -504771.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -505377.812500 Penalty: 4235.321777
	Iteration 2F: 3 clusters Score -505377.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -506061.031250 Penalty: 4235.321777
	Iteration 3F: 3 clusters Score -506061 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -506696.625000 Penalty: 4235.321777
	Iteration 4F: 3 clusters Score -506696.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -507155.062500 Penalty: 4235.321777
	Iteration 5F: 3 clusters Score -507155.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -507482.093750 Penalty: 4235.321777
	Iteration 6F: 3 clusters Score -507482.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -507756.937500 Penalty: 4235.321777
	Iteration 7Q: 3 clusters Score -507756.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -507986.343750 Penalty: 4235.321777
	Iteration 8Q: 3 clusters Score -507986.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -508203.343750 Penalty: 4235.321777
	Iteration 9Q: 3 clusters Score -508203.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -508379.250000 Penalty: 4235.321777
	Iteration 10Q: 3 clusters Score -508379.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -508472.718750 Penalty: 4235.321777
	Iteration 11Q: 3 clusters Score -508472.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -508527.125000 Penalty: 4235.321777
	Iteration 12Q: 3 clusters Score -508527.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -508560.500000 Penalty: 4235.321777
	Iteration 13Q: 3 clusters Score -508560.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -508579.281250 Penalty: 4235.321777
	Iteration 14Q: 3 clusters Score -508579.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -508588.750000 Penalty: 4235.321777
	Iteration 15Q: 3 clusters Score -508588.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -508598.375000 Penalty: 4235.321777
	Iteration 16Q: 3 clusters Score -508598.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -508609.562500 Penalty: 4235.321777
	Iteration 17Q: 3 clusters Score -508609.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -508617.812500 Penalty: 4235.321777
	Iteration 18Q: 3 clusters Score -508617.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -508623.343750 Penalty: 4235.321777
	Iteration 19Q: 3 clusters Score -508623.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -508633.187500 Penalty: 4235.321777
	Iteration 20F: 3 clusters Score -508633.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -508638.656250 Penalty: 4235.321777
	Iteration 21Q: 3 clusters Score -508638.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -508647.343750 Penalty: 4235.321777
	Iteration 22Q: 3 clusters Score -508647.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -508657.343750 Penalty: 4235.321777
	Iteration 23Q: 3 clusters Score -508657.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -508661.781250 Penalty: 4235.321777
	Iteration 24Q: 3 clusters Score -508661.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -508663.750000 Penalty: 4235.321777
	Iteration 25Q: 3 clusters Score -508663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -508663.750000 Penalty: 4235.321777
	Iteration 26F: 3 clusters Score -508663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 54351 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Mstep: Class 48 contains 4142 members 
Entering Unmasked Estep 
Score: -154400992.000000 Penalty: 167702.968750
Splitting cluster 19 changes total score from -154380224.000000 to -154400992.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 20 (12561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Entering Unmasked Estep 
Score: -1488383.750000 Penalty: 2340.711182
	Iteration 0F: 2 clusters Score -1488384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1479097.875000 Penalty: 4681.422363
	Iteration 0F: 3 clusters Score -1479098 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1482091.500000 Penalty: 4681.422363
	Iteration 1F: 3 clusters Score -1482092 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1482696.500000 Penalty: 4681.422363
	Iteration 2F: 3 clusters Score -1482696 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1483450.500000 Penalty: 4681.422363
	Iteration 3F: 3 clusters Score -1483450 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1484459.500000 Penalty: 4681.422363
	Iteration 4F: 3 clusters Score -1484460 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1485763.125000 Penalty: 4681.422363
	Iteration 5F: 3 clusters Score -1485763 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1487005.875000 Penalty: 4681.422363
	Iteration 6F: 3 clusters Score -1487006 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1487800.875000 Penalty: 4681.422363
	Iteration 7F: 3 clusters Score -1487801 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1488205.625000 Penalty: 4681.422363
	Iteration 8Q: 3 clusters Score -1488206 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1488501.625000 Penalty: 4681.422363
	Iteration 9Q: 3 clusters Score -1488502 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1488797.750000 Penalty: 4681.422363
	Iteration 10Q: 3 clusters Score -1488798 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1489075.000000 Penalty: 4681.422363
	Iteration 11Q: 3 clusters Score -1489075 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1489281.500000 Penalty: 4681.422363
	Iteration 12Q: 3 clusters Score -1489282 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1489403.750000 Penalty: 4681.422363
	Iteration 13Q: 3 clusters Score -1489404 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1489466.250000 Penalty: 4681.422363
	Iteration 14Q: 3 clusters Score -1489466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1489494.125000 Penalty: 4681.422363
	Iteration 15Q: 3 clusters Score -1489494 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1489517.000000 Penalty: 4681.422363
	Iteration 16Q: 3 clusters Score -1489517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1489528.750000 Penalty: 4681.422363
	Iteration 17Q: 3 clusters Score -1489529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1489537.625000 Penalty: 4681.422363
	Iteration 18Q: 3 clusters Score -1489538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1489541.125000 Penalty: 4681.422363
	Iteration 19Q: 3 clusters Score -1489541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1489541.500000 Penalty: 4681.422363
	Iteration 20F: 3 clusters Score -1489542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1489543.250000 Penalty: 4681.422363
	Iteration 21Q: 3 clusters Score -1489543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1489540.625000 Penalty: 4681.422363
	Iteration 22Q: 3 clusters Score -1489541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1489546.250000 Penalty: 4681.422363
	Iteration 23Q: 3 clusters Score -1489546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1489548.250000 Penalty: 4681.422363
	Iteration 24Q: 3 clusters Score -1489548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1489548.625000 Penalty: 4681.422363
	Iteration 25Q: 3 clusters Score -1489549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1489545.375000 Penalty: 4681.422363
	Iteration 26Q: 3 clusters Score -1489545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1489546.750000 Penalty: 4681.422363
	Iteration 27Q: 3 clusters Score -1489547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1489546.750000 Penalty: 4681.422363
	Iteration 28F: 3 clusters Score -1489547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 54351 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Mstep: Class 48 contains 4142 members 
Mstep: Class 49 contains 3788 members 
Entering Unmasked Estep 
Score: -154401152.000000 Penalty: 171196.781250
Splitting cluster 20 changes total score from -154380224.000000 to -154401152.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 21 (8626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Entering Unmasked Estep 
Score: -1023062.062500 Penalty: 2247.509033
	Iteration 0F: 2 clusters Score -1023062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1016285.437500 Penalty: 4495.018066
	Iteration 0F: 3 clusters Score -1016285 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1018196.375000 Penalty: 4495.018066
	Iteration 1F: 3 clusters Score -1018196 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1018574.062500 Penalty: 4495.018066
	Iteration 2F: 3 clusters Score -1018574 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1018867.375000 Penalty: 4495.018066
	Iteration 3F: 3 clusters Score -1018867 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1019110.500000 Penalty: 4495.018066
	Iteration 4Q: 3 clusters Score -1019110 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1019377.750000 Penalty: 4495.018066
	Iteration 5Q: 3 clusters Score -1019378 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1019706.125000 Penalty: 4495.018066
	Iteration 6Q: 3 clusters Score -1019706 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1020080.750000 Penalty: 4495.018066
	Iteration 7F: 3 clusters Score -1020081 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1020520.812500 Penalty: 4495.018066
	Iteration 8F: 3 clusters Score -1020521 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1020944.125000 Penalty: 4495.018066
	Iteration 9F: 3 clusters Score -1020944 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1021365.187500 Penalty: 4495.018066
	Iteration 10F: 3 clusters Score -1021365 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1021761.625000 Penalty: 4495.018066
	Iteration 11Q: 3 clusters Score -1021762 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1022035.312500 Penalty: 4495.018066
	Iteration 12Q: 3 clusters Score -1022035 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1022213.250000 Penalty: 4495.018066
	Iteration 13Q: 3 clusters Score -1022213 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1022355.250000 Penalty: 4495.018066
	Iteration 14Q: 3 clusters Score -1022355 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1022497.437500 Penalty: 4495.018066
	Iteration 15Q: 3 clusters Score -1022497 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1022599.125000 Penalty: 4495.018066
	Iteration 16Q: 3 clusters Score -1022599 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1022673.625000 Penalty: 4495.018066
	Iteration 17Q: 3 clusters Score -1022674 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1022738.562500 Penalty: 4495.018066
	Iteration 18Q: 3 clusters Score -1022739 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1022804.812500 Penalty: 4495.018066
	Iteration 19Q: 3 clusters Score -1022805 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1022884.812500 Penalty: 4495.018066
	Iteration 20F: 3 clusters Score -1022885 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1022947.937500 Penalty: 4495.018066
	Iteration 21Q: 3 clusters Score -1022948 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1022997.937500 Penalty: 4495.018066
	Iteration 22Q: 3 clusters Score -1022998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1023024.750000 Penalty: 4495.018066
	Iteration 23Q: 3 clusters Score -1023025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1023041.375000 Penalty: 4495.018066
	Iteration 24Q: 3 clusters Score -1023041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1023053.437500 Penalty: 4495.018066
	Iteration 25Q: 3 clusters Score -1023053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1023057.625000 Penalty: 4495.018066
	Iteration 26Q: 3 clusters Score -1023058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1023059.500000 Penalty: 4495.018066
	Iteration 27Q: 3 clusters Score -1023060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1023059.750000 Penalty: 4495.018066
	Iteration 28Q: 3 clusters Score -1023060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1023062.500000 Penalty: 4495.018066
	Iteration 29Q: 3 clusters Score -1023062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1023063.750000 Penalty: 4495.018066
	Iteration 30Q: 3 clusters Score -1023064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1023063.750000 Penalty: 4495.018066
	Iteration 31Q: 3 clusters Score -1023064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1023066.937500 Penalty: 4495.018066
	Iteration 32Q: 3 clusters Score -1023067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1023069.250000 Penalty: 4495.018066
	Iteration 33Q: 3 clusters Score -1023069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1023070.625000 Penalty: 4495.018066
	Iteration 34Q: 3 clusters Score -1023071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1023071.875000 Penalty: 4495.018066
	Iteration 35Q: 3 clusters Score -1023072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1023073.937500 Penalty: 4495.018066
	Iteration 36Q: 3 clusters Score -1023074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1023072.937500 Penalty: 4495.018066
	Iteration 37Q: 3 clusters Score -1023073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1023075.875000 Penalty: 4495.018066
	Iteration 38Q: 3 clusters Score -1023076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1023076.062500 Penalty: 4495.018066
	Iteration 39Q: 3 clusters Score -1023076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1023076.687500 Penalty: 4495.018066
	Iteration 40F: 3 clusters Score -1023077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1023077.437500 Penalty: 4495.018066
	Iteration 41Q: 3 clusters Score -1023077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1023077.312500 Penalty: 4495.018066
	Iteration 42Q: 3 clusters Score -1023077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1023078.500000 Penalty: 4495.018066
	Iteration 43Q: 3 clusters Score -1023078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1023078.500000 Penalty: 4495.018066
	Iteration 44F: 3 clusters Score -1023078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 54351 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Mstep: Class 48 contains 4142 members 
Mstep: Class 49 contains 3788 members 
Mstep: Class 50 contains 5927 members 
Entering Unmasked Estep 
Score: -154399872.000000 Penalty: 174690.593750
Splitting cluster 21 changes total score from -154380224.000000 to -154399872.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 22 (7113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Entering Unmasked Estep 
Score: -884787.312500 Penalty: 2199.680420
	Iteration 0F: 2 clusters Score -884787.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -878970.062500 Penalty: 4399.360840
	Iteration 0F: 3 clusters Score -878970.1 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -880604.187500 Penalty: 4399.360840
	Iteration 1F: 3 clusters Score -880604.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -880884.250000 Penalty: 4399.360840
	Iteration 2F: 3 clusters Score -880884.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -881079.625000 Penalty: 4399.360840
	Iteration 3Q: 3 clusters Score -881079.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -881268.062500 Penalty: 4399.360840
	Iteration 4Q: 3 clusters Score -881268.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -881451.437500 Penalty: 4399.360840
	Iteration 5Q: 3 clusters Score -881451.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -881670.250000 Penalty: 4399.360840
	Iteration 6Q: 3 clusters Score -881670.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -881905.187500 Penalty: 4399.360840
	Iteration 7Q: 3 clusters Score -881905.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -882143.812500 Penalty: 4399.360840
	Iteration 8Q: 3 clusters Score -882143.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -882383.937500 Penalty: 4399.360840
	Iteration 9Q: 3 clusters Score -882383.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -882602.812500 Penalty: 4399.360840
	Iteration 10Q: 3 clusters Score -882602.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -882784.125000 Penalty: 4399.360840
	Iteration 11Q: 3 clusters Score -882784.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -882950.062500 Penalty: 4399.360840
	Iteration 12Q: 3 clusters Score -882950.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -883097.125000 Penalty: 4399.360840
	Iteration 13Q: 3 clusters Score -883097.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -883222.437500 Penalty: 4399.360840
	Iteration 14Q: 3 clusters Score -883222.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -883315.937500 Penalty: 4399.360840
	Iteration 15Q: 3 clusters Score -883315.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -883385.187500 Penalty: 4399.360840
	Iteration 16Q: 3 clusters Score -883385.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -883440.375000 Penalty: 4399.360840
	Iteration 17Q: 3 clusters Score -883440.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -883492.062500 Penalty: 4399.360840
	Iteration 18Q: 3 clusters Score -883492.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -883527.937500 Penalty: 4399.360840
	Iteration 19Q: 3 clusters Score -883527.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -883551.312500 Penalty: 4399.360840
	Iteration 20F: 3 clusters Score -883551.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -883570.812500 Penalty: 4399.360840
	Iteration 21Q: 3 clusters Score -883570.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -883581.875000 Penalty: 4399.360840
	Iteration 22Q: 3 clusters Score -883581.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -883587.437500 Penalty: 4399.360840
	Iteration 23Q: 3 clusters Score -883587.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -883588.625000 Penalty: 4399.360840
	Iteration 24Q: 3 clusters Score -883588.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -883590.187500 Penalty: 4399.360840
	Iteration 25Q: 3 clusters Score -883590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -883589.312500 Penalty: 4399.360840
	Iteration 26Q: 3 clusters Score -883589.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -883589.312500 Penalty: 4399.360840
	Iteration 27F: 3 clusters Score -883589.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (97993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Entering Unmasked Estep 
Score: -11930763.000000 Penalty: 2850.177490
	Iteration 0F: 2 clusters Score -1.193076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -11865518.000000 Penalty: 5700.354980
	Iteration 0F: 3 clusters Score -1.186552e+07 nChanged 46135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -11891958.000000 Penalty: 5700.354980
	Iteration 1F: 3 clusters Score -1.189196e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -11893117.000000 Penalty: 5700.354980
	Iteration 2Q: 3 clusters Score -1.189312e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -11894624.000000 Penalty: 5700.354980
	Iteration 3Q: 3 clusters Score -1.189462e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
Score: -11896438.000000 Penalty: 5700.354980
	Iteration 4Q: 3 clusters Score -1.189644e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -11899190.000000 Penalty: 5700.354980
	Iteration 5F: 3 clusters Score -1.189919e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -11902903.000000 Penalty: 5700.354980
	Iteration 6F: 3 clusters Score -1.19029e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -11907861.000000 Penalty: 5700.354980
	Iteration 7F: 3 clusters Score -1.190786e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 73516 members 
Entering Unmasked Estep 
Score: -11913619.000000 Penalty: 5700.354980
	Iteration 8F: 3 clusters Score -1.191362e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -11918763.000000 Penalty: 5700.354980
	Iteration 9F: 3 clusters Score -1.191876e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -11922557.000000 Penalty: 5700.354980
	Iteration 10F: 3 clusters Score -1.192256e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -11925068.000000 Penalty: 5700.354980
	Iteration 11Q: 3 clusters Score -1.192507e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 90225 members 
Entering Unmasked Estep 
Score: -11926723.000000 Penalty: 5700.354980
	Iteration 12Q: 3 clusters Score -1.192672e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -11927912.000000 Penalty: 5700.354980
	Iteration 13Q: 3 clusters Score -1.192791e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 93485 members 
Entering Unmasked Estep 
Score: -11928831.000000 Penalty: 5700.354980
	Iteration 14Q: 3 clusters Score -1.192883e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 94337 members 
Entering Unmasked Estep 
Score: -11929466.000000 Penalty: 5700.354980
	Iteration 15Q: 3 clusters Score -1.192947e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 94880 members 
Entering Unmasked Estep 
Score: -11929844.000000 Penalty: 5700.354980
	Iteration 16Q: 3 clusters Score -1.192984e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -11930113.000000 Penalty: 5700.354980
	Iteration 17Q: 3 clusters Score -1.193011e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 95379 members 
Entering Unmasked Estep 
Score: -11930234.000000 Penalty: 5700.354980
	Iteration 18Q: 3 clusters Score -1.193023e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 95485 members 
Entering Unmasked Estep 
Score: -11930315.000000 Penalty: 5700.354980
	Iteration 19Q: 3 clusters Score -1.193032e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -11930359.000000 Penalty: 5700.354980
	Iteration 20F: 3 clusters Score -1.193036e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 95612 members 
Entering Unmasked Estep 
Score: -11930362.000000 Penalty: 5700.354980
	Iteration 21Q: 3 clusters Score -1.193036e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -11930424.000000 Penalty: 5700.354980
	Iteration 22Q: 3 clusters Score -1.193042e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 95679 members 
Entering Unmasked Estep 
Score: -11930428.000000 Penalty: 5700.354980
	Iteration 23Q: 3 clusters Score -1.193043e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 95705 members 
Entering Unmasked Estep 
Score: -11930435.000000 Penalty: 5700.354980
	Iteration 24Q: 3 clusters Score -1.193044e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 95724 members 
Entering Unmasked Estep 
Score: -11930443.000000 Penalty: 5700.354980
	Iteration 25Q: 3 clusters Score -1.193044e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 95745 members 
Entering Unmasked Estep 
Score: -11930431.000000 Penalty: 5700.354980
	Iteration 26Q: 3 clusters Score -1.193043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -11930434.000000 Penalty: 5700.354980
	Iteration 27Q: 3 clusters Score -1.193043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -11930434.000000 Penalty: 5700.354980
	Iteration 28Q: 3 clusters Score -1.193043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 95794 members 
Entering Unmasked Estep 
Score: -11930435.000000 Penalty: 5700.354980
	Iteration 29Q: 3 clusters Score -1.193044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 95801 members 
Entering Unmasked Estep 
Score: -11930435.000000 Penalty: 5700.354980
	Iteration 30Q: 3 clusters Score -1.193044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -11930440.000000 Penalty: 5700.354980
	Iteration 31Q: 3 clusters Score -1.193044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 95813 members 
Entering Unmasked Estep 
Score: -11930432.000000 Penalty: 5700.354980
	Iteration 32Q: 3 clusters Score -1.193043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 95817 members 
Entering Unmasked Estep 
Score: -11930437.000000 Penalty: 5700.354980
	Iteration 33Q: 3 clusters Score -1.193044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 95819 members 
Entering Unmasked Estep 
Score: -11930432.000000 Penalty: 5700.354980
	Iteration 34Q: 3 clusters Score -1.193043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 95820 members 
Entering Unmasked Estep 
Score: -11930440.000000 Penalty: 5700.354980
	Iteration 35Q: 3 clusters Score -1.193044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 95821 members 
Entering Unmasked Estep 
Score: -11930433.000000 Penalty: 5700.354980
	Iteration 36Q: 3 clusters Score -1.193043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 95823 members 
Entering Unmasked Estep 
Score: -11930427.000000 Penalty: 5700.354980
	Iteration 37Q: 3 clusters Score -1.193043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 95826 members 
Entering Unmasked Estep 
Score: -11930430.000000 Penalty: 5700.354980
	Iteration 38Q: 3 clusters Score -1.193043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 95827 members 
Entering Unmasked Estep 
Score: -11930427.000000 Penalty: 5700.354980
	Iteration 39Q: 3 clusters Score -1.193043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 95828 members 
Entering Unmasked Estep 
Score: -11930433.000000 Penalty: 5700.354980
	Iteration 40F: 3 clusters Score -1.193043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 95829 members 
Entering Unmasked Estep 
Score: -11930430.000000 Penalty: 5700.354980
	Iteration 41Q: 3 clusters Score -1.193043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 95831 members 
Entering Unmasked Estep 
Score: -11930436.000000 Penalty: 5700.354980
	Iteration 42Q: 3 clusters Score -1.193044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 95833 members 
Entering Unmasked Estep 
Score: -11930435.000000 Penalty: 5700.354980
	Iteration 43Q: 3 clusters Score -1.193044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 95835 members 
Entering Unmasked Estep 
Score: -11930429.000000 Penalty: 5700.354980
	Iteration 44Q: 3 clusters Score -1.193043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 95835 members 
Entering Unmasked Estep 
Score: -11930429.000000 Penalty: 5700.354980
	Iteration 45F: 3 clusters Score -1.193043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Entering Unmasked Estep 
Score: -411689.687500 Penalty: 2050.072510
	Iteration 0F: 2 clusters Score -411689.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -408050.875000 Penalty: 4100.145020
	Iteration 0F: 3 clusters Score -408050.9 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -409831.593750 Penalty: 4100.145020
	Iteration 1F: 3 clusters Score -409831.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -411555.937500 Penalty: 4100.145020
	Iteration 2F: 3 clusters Score -411555.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -412750.343750 Penalty: 4100.145020
	Iteration 3F: 3 clusters Score -412750.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -413029.250000 Penalty: 4100.145020
	Iteration 4F: 3 clusters Score -413029.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -413135.656250 Penalty: 4100.145020
	Iteration 5Q: 3 clusters Score -413135.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -413177.562500 Penalty: 4100.145020
	Iteration 6Q: 3 clusters Score -413177.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -413219.625000 Penalty: 4100.145020
	Iteration 7Q: 3 clusters Score -413219.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -413304.625000 Penalty: 4100.145020
	Iteration 8Q: 3 clusters Score -413304.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -413436.656250 Penalty: 4100.145020
	Iteration 9Q: 3 clusters Score -413436.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -413563.343750 Penalty: 4100.145020
	Iteration 10Q: 3 clusters Score -413563.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -413681.031250 Penalty: 4100.145020
	Iteration 11Q: 3 clusters Score -413681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -413800.562500 Penalty: 4100.145020
	Iteration 12Q: 3 clusters Score -413800.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -413922.281250 Penalty: 4100.145020
	Iteration 13Q: 3 clusters Score -413922.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -414080.875000 Penalty: 4100.145020
	Iteration 14Q: 3 clusters Score -414080.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -414313.375000 Penalty: 4100.145020
	Iteration 15Q: 3 clusters Score -414313.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -414606.625000 Penalty: 4100.145020
	Iteration 16Q: 3 clusters Score -414606.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -415066.593750 Penalty: 4100.145020
	Iteration 17Q: 3 clusters Score -415066.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -415713.687500 Penalty: 4100.145020
	Iteration 18Q: 3 clusters Score -415713.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -416726.343750 Penalty: 4100.145020
	Iteration 19Q: 3 clusters Score -416726.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -417731.687500 Penalty: 4100.145020
	Iteration 20F: 3 clusters Score -417731.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -417955.781250 Penalty: 4100.145020
	Iteration 21Q: 3 clusters Score -417955.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -417994.468750 Penalty: 4100.145020
	Iteration 22Q: 3 clusters Score -417994.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -418018.937500 Penalty: 4100.145020
	Iteration 23Q: 3 clusters Score -418018.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -418023.750000 Penalty: 4100.145020
	Iteration 24Q: 3 clusters Score -418023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -418025.937500 Penalty: 4100.145020
	Iteration 25Q: 3 clusters Score -418025.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -418025.937500 Penalty: 4100.145020
	Iteration 26F: 3 clusters Score -418025.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 54351 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Mstep: Class 48 contains 4142 members 
Mstep: Class 49 contains 3788 members 
Mstep: Class 50 contains 5927 members 
Mstep: Class 51 contains 2053 members 
Entering Unmasked Estep 
Score: -154404768.000000 Penalty: 178184.406250
Splitting cluster 24 changes total score from -154380224.000000 to -154404768.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 25 (54351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Entering Unmasked Estep 
Score: -6439982.500000 Penalty: 2703.998047
	Iteration 0F: 2 clusters Score -6439982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -6403532.500000 Penalty: 5407.996094
	Iteration 0F: 3 clusters Score -6403532 nChanged 25279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -6419303.000000 Penalty: 5407.996094
	Iteration 1F: 3 clusters Score -6419303 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -6421638.500000 Penalty: 5407.996094
	Iteration 2F: 3 clusters Score -6421638 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -6424309.500000 Penalty: 5407.996094
	Iteration 3F: 3 clusters Score -6424310 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -6427092.000000 Penalty: 5407.996094
	Iteration 4F: 3 clusters Score -6427092 nChanged 3599
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -6429786 nChanged 3178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6431987 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -6433842.500000 Penalty: 5407.996094
	Iteration 7Q: 3 clusters Score -6433842 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -6435431.500000 Penalty: 5407.996094
	Iteration 8Q: 3 clusters Score -6435432 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -6436848.000000 Penalty: 5407.996094
	Iteration 9Q: 3 clusters Score -6436848 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -6438070.500000 Penalty: 5407.996094
	Iteration 10Q: 3 clusters Score -6438070 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -6439231.000000 Penalty: 5407.996094
	Iteration 11Q: 3 clusters Score -6439231 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -6440091.500000 Penalty: 5407.996094
	Iteration 12Q: 3 clusters Score -6440092 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -6440697.500000 Penalty: 5407.996094
	Iteration 13Q: 3 clusters Score -6440698 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -6441156.500000 Penalty: 5407.996094
	Iteration 14Q: 3 clusters Score -6441156 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -6441427.000000 Penalty: 5407.996094
	Iteration 15Q: 3 clusters Score -6441427 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -6441621.500000 Penalty: 5407.996094
	Iteration 16Q: 3 clusters Score -6441622 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -6441729.000000 Penalty: 5407.996094
	Iteration 17Q: 3 clusters Score -6441729 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -6441781.000000 Penalty: 5407.996094
	Iteration 18Q: 3 clusters Score -6441781 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -6441822.000000 Penalty: 5407.996094
	Iteration 19Q: 3 clusters Score -6441822 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -6441805.500000 Penalty: 5407.996094
	Iteration 20F: 3 clusters Score -6441806 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -6441852.500000 Penalty: 5407.996094
	Iteration 21Q: 3 clusters Score -6441852 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -6441869.500000 Penalty: 5407.996094
	Iteration 22Q: 3 clusters Score -6441870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -6441881.000000 Penalty: 5407.996094
	Iteration 23Q: 3 clusters Score -6441881 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -6441892.500000 Penalty: 5407.996094
	Iteration 24Q: 3 clusters Score -6441892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -6441894.500000 Penalty: 5407.996094
	Iteration 25Q: 3 clusters Score -6441894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -6441894.500000 Penalty: 5407.996094
	Iteration 26Q: 3 clusters Score -6441894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -6441905.000000 Penalty: 5407.996094
	Iteration 27Q: 3 clusters Score -6441905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -6441898.500000 Penalty: 5407.996094
	Iteration 28Q: 3 clusters Score -6441898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -6441911.500000 Penalty: 5407.996094
	Iteration 29Q: 3 clusters Score -6441912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -6441911.000000 Penalty: 5407.996094
	Iteration 30Q: 3 clusters Score -6441911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -6441910.500000 Penalty: 5407.996094
	Iteration 31Q: 3 clusters Score -6441910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -6441910.500000 Penalty: 5407.996094
	Iteration 32Q: 3 clusters Score -6441910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -6441900.500000 Penalty: 5407.996094
	Iteration 33Q: 3 clusters Score -6441900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -6441901.500000 Penalty: 5407.996094
	Iteration 34Q: 3 clusters Score -6441902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -6441899.500000 Penalty: 5407.996094
	Iteration 35Q: 3 clusters Score -6441900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -6441895.000000 Penalty: 5407.996094
	Iteration 36Q: 3 clusters Score -6441895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -6441894.500000 Penalty: 5407.996094
	Iteration 37Q: 3 clusters Score -6441894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -6441898.000000 Penalty: 5407.996094
	Iteration 38Q: 3 clusters Score -6441898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -6441893.500000 Penalty: 5407.996094
	Iteration 39Q: 3 clusters Score -6441894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -6441902.000000 Penalty: 5407.996094
	Iteration 40F: 3 clusters Score -6441902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -6441901.500000 Penalty: 5407.996094
	Iteration 41Q: 3 clusters Score -6441902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -6441906.000000 Penalty: 5407.996094
	Iteration 42Q: 3 clusters Score -6441906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -6441901.500000 Penalty: 5407.996094
	Iteration 43Q: 3 clusters Score -6441902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -6441899.000000 Penalty: 5407.996094
	Iteration 44Q: 3 clusters Score -6441899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -6441902.000000 Penalty: 5407.996094
	Iteration 45Q: 3 clusters Score -6441902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -6441900.500000 Penalty: 5407.996094
	Iteration 46Q: 3 clusters Score -6441900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -6441905.000000 Penalty: 5407.996094
	Iteration 47Q: 3 clusters Score -6441905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -6441904.000000 Penalty: 5407.996094
	Iteration 48Q: 3 clusters Score -6441904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -6441907.500000 Penalty: 5407.996094
	Iteration 49Q: 3 clusters Score -6441908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -6441900.500000 Penalty: 5407.996094
	Iteration 50Q: 3 clusters Score -6441900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -6441903.500000 Penalty: 5407.996094
	Iteration 51Q: 3 clusters Score -6441904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -6441901.500000 Penalty: 5407.996094
	Iteration 52Q: 3 clusters Score -6441902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -6441911.500000 Penalty: 5407.996094
	Iteration 53Q: 3 clusters Score -6441912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -6441910.500000 Penalty: 5407.996094
	Iteration 54Q: 3 clusters Score -6441910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -6441914.000000 Penalty: 5407.996094
	Iteration 55Q: 3 clusters Score -6441914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -6441911.000000 Penalty: 5407.996094
	Iteration 56Q: 3 clusters Score -6441911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -6441907.500000 Penalty: 5407.996094
	Iteration 57Q: 3 clusters Score -6441908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -6441905.500000 Penalty: 5407.996094
	Iteration 58Q: 3 clusters Score -6441906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -6441908.500000 Penalty: 5407.996094
	Iteration 59Q: 3 clusters Score -6441908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -6441907.500000 Penalty: 5407.996094
	Iteration 60F: 3 clusters Score -6441908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -6441911.500000 Penalty: 5407.996094
	Iteration 61Q: 3 clusters Score -6441912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -6441905.500000 Penalty: 5407.996094
	Iteration 62Q: 3 clusters Score -6441906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -6441910.000000 Penalty: 5407.996094
	Iteration 63Q: 3 clusters Score -6441910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -6441910.500000 Penalty: 5407.996094
	Iteration 64Q: 3 clusters Score -6441910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -6441907.000000 Penalty: 5407.996094
	Iteration 65Q: 3 clusters Score -6441907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -6441902.000000 Penalty: 5407.996094
	Iteration 66Q: 3 clusters Score -6441902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -6441903.500000 Penalty: 5407.996094
	Iteration 67Q: 3 clusters Score -6441904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -6441900.500000 Penalty: 5407.996094
	Iteration 68Q: 3 clusters Score -6441900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -6441895.500000 Penalty: 5407.996094
	Iteration 69Q: 3 clusters Score -6441896 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -6441896.000000 Penalty: 5407.996094
	Iteration 70Q: 3 clusters Score -6441896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -6441900.500000 Penalty: 5407.996094
	Iteration 71Q: 3 clusters Score -6441900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -6441898.500000 Penalty: 5407.996094
	Iteration 72Q: 3 clusters Score -6441898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -6441892.500000 Penalty: 5407.996094
	Iteration 73Q: 3 clusters Score -6441892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -6441896.500000 Penalty: 5407.996094
	Iteration 74Q: 3 clusters Score -6441896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -6441896.500000 Penalty: 5407.996094
	Iteration 75F: 3 clusters Score -6441896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 19966 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Mstep: Class 48 contains 4142 members 
Mstep: Class 49 contains 3788 members 
Mstep: Class 50 contains 5927 members 
Mstep: Class 51 contains 2053 members 
Mstep: Class 52 contains 34385 members 
Entering Unmasked Estep 
Score: -154405856.000000 Penalty: 181678.218750
Splitting cluster 25 changes total score from -154380224.000000 to -154405856.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 26 (8210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8210 members 
Entering Unmasked Estep 
Score: -926651.062500 Penalty: 2235.250732
	Iteration 0F: 2 clusters Score -926651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -920117.687500 Penalty: 4470.501465
	Iteration 0F: 3 clusters Score -920117.7 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -922263.750000 Penalty: 4470.501465
	Iteration 1F: 3 clusters Score -922263.8 nChanged 667
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -922747.000000 Penalty: 4470.501465
	Iteration 2F: 3 clusters Score -922747 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -923140.062500 Penalty: 4470.501465
	Iteration 3F: 3 clusters Score -923140.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -923531.437500 Penalty: 4470.501465
	Iteration 4F: 3 clusters Score -923531.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -923907.312500 Penalty: 4470.501465
	Iteration 5F: 3 clusters Score -923907.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -924266.937500 Penalty: 4470.501465
	Iteration 6F: 3 clusters Score -924266.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -924627.000000 Penalty: 4470.501465
	Iteration 7Q: 3 clusters Score -924627 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -925011.000000 Penalty: 4470.501465
	Iteration 8Q: 3 clusters Score -925011 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -925418.875000 Penalty: 4470.501465
	Iteration 9Q: 3 clusters Score -925418.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -925780.687500 Penalty: 4470.501465
	Iteration 10Q: 3 clusters Score -925780.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -926031.750000 Penalty: 4470.501465
	Iteration 11Q: 3 clusters Score -926031.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -926187.812500 Penalty: 4470.501465
	Iteration 12Q: 3 clusters Score -926187.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -926244.750000 Penalty: 4470.501465
	Iteration 13Q: 3 clusters Score -926244.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -926281.750000 Penalty: 4470.501465
	Iteration 14Q: 3 clusters Score -926281.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -926299.000000 Penalty: 4470.501465
	Iteration 15Q: 3 clusters Score -926299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -926307.375000 Penalty: 4470.501465
	Iteration 16Q: 3 clusters Score -926307.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -926311.437500 Penalty: 4470.501465
	Iteration 17Q: 3 clusters Score -926311.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -926312.562500 Penalty: 4470.501465
	Iteration 18Q: 3 clusters Score -926312.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -926316.062500 Penalty: 4470.501465
	Iteration 19Q: 3 clusters Score -926316.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -926318.000000 Penalty: 4470.501465
	Iteration 20F: 3 clusters Score -926318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -926318.187500 Penalty: 4470.501465
	Iteration 21Q: 3 clusters Score -926318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -926319.375000 Penalty: 4470.501465
	Iteration 22Q: 3 clusters Score -926319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -926319.125000 Penalty: 4470.501465
	Iteration 23Q: 3 clusters Score -926319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -926320.375000 Penalty: 4470.501465
	Iteration 24Q: 3 clusters Score -926320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -926319.625000 Penalty: 4470.501465
	Iteration 25Q: 3 clusters Score -926319.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -926319.625000 Penalty: 4470.501465
	Iteration 26F: 3 clusters Score -926319.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Entering Unmasked Estep 
Score: -2540550.750000 Penalty: 2405.727539
	Iteration 0F: 2 clusters Score -2540551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2529634.750000 Penalty: 4811.455078
	Iteration 0F: 3 clusters Score -2529635 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2541878.000000 Penalty: 4811.455078
	Iteration 1F: 3 clusters Score -2541878 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2548002.750000 Penalty: 4811.455078
	Iteration 2F: 3 clusters Score -2548003 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2550803.500000 Penalty: 4811.455078
	Iteration 3F: 3 clusters Score -2550804 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2551746.500000 Penalty: 4811.455078
	Iteration 4F: 3 clusters Score -2551746 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2552179.750000 Penalty: 4811.455078
	Iteration 5Q: 3 clusters Score -2552180 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2552485.000000 Penalty: 4811.455078
	Iteration 6Q: 3 clusters Score -2552485 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2552690.500000 Penalty: 4811.455078
	Iteration 7Q: 3 clusters Score -2552690 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2552909.750000 Penalty: 4811.455078
	Iteration 8Q: 3 clusters Score -2552910 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2553061.500000 Penalty: 4811.455078
	Iteration 9Q: 3 clusters Score -2553062 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2553147.250000 Penalty: 4811.455078
	Iteration 10Q: 3 clusters Score -2553147 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2553318.000000 Penalty: 4811.455078
	Iteration 11Q: 3 clusters Score -2553318 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2553505.000000 Penalty: 4811.455078
	Iteration 12Q: 3 clusters Score -2553505 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2553629.500000 Penalty: 4811.455078
	Iteration 13Q: 3 clusters Score -2553630 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2553804.250000 Penalty: 4811.455078
	Iteration 14Q: 3 clusters Score -2553804 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2553960.500000 Penalty: 4811.455078
	Iteration 15Q: 3 clusters Score -2553960 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2554090.000000 Penalty: 4811.455078
	Iteration 16Q: 3 clusters Score -2554090 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2554209.000000 Penalty: 4811.455078
	Iteration 17Q: 3 clusters Score -2554209 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2554328.500000 Penalty: 4811.455078
	Iteration 18Q: 3 clusters Score -2554328 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2554396.000000 Penalty: 4811.455078
	Iteration 19Q: 3 clusters Score -2554396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2554399.750000 Penalty: 4811.455078
	Iteration 20F: 3 clusters Score -2554400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2554415.750000 Penalty: 4811.455078
	Iteration 21Q: 3 clusters Score -2554416 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2554418.500000 Penalty: 4811.455078
	Iteration 22Q: 3 clusters Score -2554418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2554464.750000 Penalty: 4811.455078
	Iteration 23Q: 3 clusters Score -2554465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2554467.500000 Penalty: 4811.455078
	Iteration 24Q: 3 clusters Score -2554468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2554393.250000 Penalty: 4811.455078
	Iteration 25Q: 3 clusters Score -2554393 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2554470.500000 Penalty: 4811.455078
	Iteration 26Q: 3 clusters Score -2554470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2554465.000000 Penalty: 4811.455078
	Iteration 27Q: 3 clusters Score -2554465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2554469.500000 Penalty: 4811.455078
	Iteration 28Q: 3 clusters Score -2554470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2554449.000000 Penalty: 4811.455078
	Iteration 29Q: 3 clusters Score -2554449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2554472.250000 Penalty: 4811.455078
	Iteration 30Q: 3 clusters Score -2554472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2554425.750000 Penalty: 4811.455078
	Iteration 31Q: 3 clusters Score -2554426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2554448.750000 Penalty: 4811.455078
	Iteration 32Q: 3 clusters Score -2554449 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2554465.250000 Penalty: 4811.455078
	Iteration 33Q: 3 clusters Score -2554465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2554457.250000 Penalty: 4811.455078
	Iteration 34Q: 3 clusters Score -2554457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2554449.000000 Penalty: 4811.455078
	Iteration 35Q: 3 clusters Score -2554449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2554399.250000 Penalty: 4811.455078
	Iteration 36Q: 3 clusters Score -2554399 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2554476.000000 Penalty: 4811.455078
	Iteration 37Q: 3 clusters Score -2554476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2554466.500000 Penalty: 4811.455078
	Iteration 38Q: 3 clusters Score -2554466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2554478.000000 Penalty: 4811.455078
	Iteration 39Q: 3 clusters Score -2554478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2554496.500000 Penalty: 4811.455078
	Iteration 40F: 3 clusters Score -2554496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2554447.500000 Penalty: 4811.455078
	Iteration 41Q: 3 clusters Score -2554448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2554465.750000 Penalty: 4811.455078
	Iteration 42Q: 3 clusters Score -2554466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2554478.250000 Penalty: 4811.455078
	Iteration 43Q: 3 clusters Score -2554478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2554438.000000 Penalty: 4811.455078
	Iteration 44Q: 3 clusters Score -2554438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2554455.250000 Penalty: 4811.455078
	Iteration 45Q: 3 clusters Score -2554455 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2554461.000000 Penalty: 4811.455078
	Iteration 46Q: 3 clusters Score -2554461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2554454.750000 Penalty: 4811.455078
	Iteration 47Q: 3 clusters Score -2554455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2554478.750000 Penalty: 4811.455078
	Iteration 48Q: 3 clusters Score -2554479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2554453.750000 Penalty: 4811.455078
	Iteration 49Q: 3 clusters Score -2554454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2554449.000000 Penalty: 4811.455078
	Iteration 50Q: 3 clusters Score -2554449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2554475.250000 Penalty: 4811.455078
	Iteration 51Q: 3 clusters Score -2554475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2554462.000000 Penalty: 4811.455078
	Iteration 52Q: 3 clusters Score -2554462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2554447.000000 Penalty: 4811.455078
	Iteration 53Q: 3 clusters Score -2554447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2554483.000000 Penalty: 4811.455078
	Iteration 54Q: 3 clusters Score -2554483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2554433.750000 Penalty: 4811.455078
	Iteration 55Q: 3 clusters Score -2554434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2554462.000000 Penalty: 4811.455078
	Iteration 56Q: 3 clusters Score -2554462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2554461.500000 Penalty: 4811.455078
	Iteration 57Q: 3 clusters Score -2554462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2554460.000000 Penalty: 4811.455078
	Iteration 58Q: 3 clusters Score -2554460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2554430.000000 Penalty: 4811.455078
	Iteration 59Q: 3 clusters Score -2554430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2554457.250000 Penalty: 4811.455078
	Iteration 60F: 3 clusters Score -2554457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2554465.750000 Penalty: 4811.455078
	Iteration 61Q: 3 clusters Score -2554466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2554446.750000 Penalty: 4811.455078
	Iteration 62Q: 3 clusters Score -2554447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2554483.250000 Penalty: 4811.455078
	Iteration 63Q: 3 clusters Score -2554483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2554439.500000 Penalty: 4811.455078
	Iteration 64Q: 3 clusters Score -2554440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2554478.750000 Penalty: 4811.455078
	Iteration 65Q: 3 clusters Score -2554479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2554465.500000 Penalty: 4811.455078
	Iteration 66Q: 3 clusters Score -2554466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2554489.750000 Penalty: 4811.455078
	Iteration 67Q: 3 clusters Score -2554490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2554442.000000 Penalty: 4811.455078
	Iteration 68Q: 3 clusters Score -2554442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2554446.750000 Penalty: 4811.455078
	Iteration 69Q: 3 clusters Score -2554447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2554453.750000 Penalty: 4811.455078
	Iteration 70Q: 3 clusters Score -2554454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2554457.250000 Penalty: 4811.455078
	Iteration 71Q: 3 clusters Score -2554457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2554469.500000 Penalty: 4811.455078
	Iteration 72Q: 3 clusters Score -2554470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2554440.250000 Penalty: 4811.455078
	Iteration 73Q: 3 clusters Score -2554440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2554467.750000 Penalty: 4811.455078
	Iteration 74Q: 3 clusters Score -2554468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2554463.250000 Penalty: 4811.455078
	Iteration 75Q: 3 clusters Score -2554463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2554451 nChanged 28
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	Iteration 448Q: 3 clusters Score -2554464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2554452.500000 Penalty: 4811.455078
	Iteration 449Q: 3 clusters Score -2554452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2554450.750000 Penalty: 4811.455078
	Iteration 450Q: 3 clusters Score -2554451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2554436.250000 Penalty: 4811.455078
	Iteration 451Q: 3 clusters Score -2554436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2554470.000000 Penalty: 4811.455078
	Iteration 452Q: 3 clusters Score -2554470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2554474.000000 Penalty: 4811.455078
	Iteration 453Q: 3 clusters Score -2554474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2554474.250000 Penalty: 4811.455078
	Iteration 454Q: 3 clusters Score -2554474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2554470.750000 Penalty: 4811.455078
	Iteration 455Q: 3 clusters Score -2554471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2554492.250000 Penalty: 4811.455078
	Iteration 456Q: 3 clusters Score -2554492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2554450.250000 Penalty: 4811.455078
	Iteration 457Q: 3 clusters Score -2554450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2554483.250000 Penalty: 4811.455078
	Iteration 458Q: 3 clusters Score -2554483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2554470.750000 Penalty: 4811.455078
	Iteration 459Q: 3 clusters Score -2554471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2554460.000000 Penalty: 4811.455078
	Iteration 460F: 3 clusters Score -2554460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2554447.250000 Penalty: 4811.455078
	Iteration 461Q: 3 clusters Score -2554447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2554461.500000 Penalty: 4811.455078
	Iteration 462Q: 3 clusters Score -2554462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2554479.750000 Penalty: 4811.455078
	Iteration 463Q: 3 clusters Score -2554480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2554408.250000 Penalty: 4811.455078
	Iteration 464Q: 3 clusters Score -2554408 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2554454.000000 Penalty: 4811.455078
	Iteration 465Q: 3 clusters Score -2554454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2554472.750000 Penalty: 4811.455078
	Iteration 466Q: 3 clusters Score -2554473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2554453.250000 Penalty: 4811.455078
	Iteration 467Q: 3 clusters Score -2554453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2554447.500000 Penalty: 4811.455078
	Iteration 468Q: 3 clusters Score -2554448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2554461.500000 Penalty: 4811.455078
	Iteration 469Q: 3 clusters Score -2554462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2554474.000000 Penalty: 4811.455078
	Iteration 470Q: 3 clusters Score -2554474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2554445.500000 Penalty: 4811.455078
	Iteration 471Q: 3 clusters Score -2554446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2554446.750000 Penalty: 4811.455078
	Iteration 472Q: 3 clusters Score -2554447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2554437.000000 Penalty: 4811.455078
	Iteration 473Q: 3 clusters Score -2554437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2554468.250000 Penalty: 4811.455078
	Iteration 474Q: 3 clusters Score -2554468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2554462.000000 Penalty: 4811.455078
	Iteration 475Q: 3 clusters Score -2554462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2554465.750000 Penalty: 4811.455078
	Iteration 476Q: 3 clusters Score -2554466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2554459.250000 Penalty: 4811.455078
	Iteration 477Q: 3 clusters Score -2554459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2554471.250000 Penalty: 4811.455078
	Iteration 478Q: 3 clusters Score -2554471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2554474.750000 Penalty: 4811.455078
	Iteration 479Q: 3 clusters Score -2554475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2554464.000000 Penalty: 4811.455078
	Iteration 480F: 3 clusters Score -2554464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2554482.000000 Penalty: 4811.455078
	Iteration 481Q: 3 clusters Score -2554482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2554447.250000 Penalty: 4811.455078
	Iteration 482Q: 3 clusters Score -2554447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2554463.250000 Penalty: 4811.455078
	Iteration 483Q: 3 clusters Score -2554463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2554462.500000 Penalty: 4811.455078
	Iteration 484Q: 3 clusters Score -2554462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2554440.250000 Penalty: 4811.455078
	Iteration 485Q: 3 clusters Score -2554440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2554457.000000 Penalty: 4811.455078
	Iteration 486Q: 3 clusters Score -2554457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2554457.250000 Penalty: 4811.455078
	Iteration 487Q: 3 clusters Score -2554457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2554448.750000 Penalty: 4811.455078
	Iteration 488Q: 3 clusters Score -2554449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2554456.750000 Penalty: 4811.455078
	Iteration 489Q: 3 clusters Score -2554457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2554473.000000 Penalty: 4811.455078
	Iteration 490Q: 3 clusters Score -2554473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2554457.500000 Penalty: 4811.455078
	Iteration 491Q: 3 clusters Score -2554458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2554442.500000 Penalty: 4811.455078
	Iteration 492Q: 3 clusters Score -2554442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2554446.750000 Penalty: 4811.455078
	Iteration 493Q: 3 clusters Score -2554447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2554468.000000 Penalty: 4811.455078
	Iteration 494Q: 3 clusters Score -2554468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2554471.000000 Penalty: 4811.455078
	Iteration 495Q: 3 clusters Score -2554471 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2554437.750000 Penalty: 4811.455078
	Iteration 496Q: 3 clusters Score -2554438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2554456.000000 Penalty: 4811.455078
	Iteration 497Q: 3 clusters Score -2554456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2554476.500000 Penalty: 4811.455078
	Iteration 498Q: 3 clusters Score -2554476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2554448.250000 Penalty: 4811.455078
	Iteration 499Q: 3 clusters Score -2554448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2554454.250000 Penalty: 4811.455078
	Iteration 500F: 3 clusters Score -2554454 nChanged 33
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 19966 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 19218 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Mstep: Class 48 contains 4142 members 
Mstep: Class 49 contains 3788 members 
Mstep: Class 50 contains 5927 members 
Mstep: Class 51 contains 2053 members 
Mstep: Class 52 contains 34385 members 
Mstep: Class 53 contains 2173 members 
Entering Unmasked Estep 
Score: -154419072.000000 Penalty: 185172.031250
Splitting cluster 27 changes total score from -154380224.000000 to -154419072.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 28 (5781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Entering Unmasked Estep 
Score: -673889.250000 Penalty: 2148.258301
	Iteration 0F: 2 clusters Score -673889.2 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 2857 members 
Entering Unmasked Estep 
Score: -668901.625000 Penalty: 4296.516602
	Iteration 0F: 3 clusters Score -668901.6 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -670473.437500 Penalty: 4296.516602
	Iteration 1F: 3 clusters Score -670473.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -671422.625000 Penalty: 4296.516602
	Iteration 2F: 3 clusters Score -671422.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -672501.062500 Penalty: 4296.516602
	Iteration 3F: 3 clusters Score -672501.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -673187.375000 Penalty: 4296.516602
	Iteration 4F: 3 clusters Score -673187.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -673447.750000 Penalty: 4296.516602
	Iteration 5F: 3 clusters Score -673447.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -673525.625000 Penalty: 4296.516602
	Iteration 6Q: 3 clusters Score -673525.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -673552.187500 Penalty: 4296.516602
	Iteration 7Q: 3 clusters Score -673552.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -673564.687500 Penalty: 4296.516602
	Iteration 8Q: 3 clusters Score -673564.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -673570.125000 Penalty: 4296.516602
	Iteration 9Q: 3 clusters Score -673570.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -673575.625000 Penalty: 4296.516602
	Iteration 10Q: 3 clusters Score -673575.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -673578.562500 Penalty: 4296.516602
	Iteration 11Q: 3 clusters Score -673578.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -673581.250000 Penalty: 4296.516602
	Iteration 12Q: 3 clusters Score -673581.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -673583.125000 Penalty: 4296.516602
	Iteration 13Q: 3 clusters Score -673583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -673583.375000 Penalty: 4296.516602
	Iteration 14Q: 3 clusters Score -673583.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -673583.562500 Penalty: 4296.516602
	Iteration 15Q: 3 clusters Score -673583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -673582.875000 Penalty: 4296.516602
	Iteration 16Q: 3 clusters Score -673582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -673583.000000 Penalty: 4296.516602
	Iteration 17Q: 3 clusters Score -673583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -673584.437500 Penalty: 4296.516602
	Iteration 18Q: 3 clusters Score -673584.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -673584.437500 Penalty: 4296.516602
	Iteration 19F: 3 clusters Score -673584.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Entering Unmasked Estep 
Score: -2209290.750000 Penalty: 2446.173340
	Iteration 0F: 2 clusters Score -2209291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2195858.500000 Penalty: 4892.346680
	Iteration 0F: 3 clusters Score -2195858 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2200724.750000 Penalty: 4892.346680
	Iteration 1F: 3 clusters Score -2200725 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2201799.750000 Penalty: 4892.346680
	Iteration 2F: 3 clusters Score -2201800 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2203391.750000 Penalty: 4892.346680
	Iteration 3F: 3 clusters Score -2203392 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2205421.250000 Penalty: 4892.346680
	Iteration 4F: 3 clusters Score -2205421 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2207433.250000 Penalty: 4892.346680
	Iteration 5F: 3 clusters Score -2207433 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2208821.750000 Penalty: 4892.346680
	Iteration 6F: 3 clusters Score -2208822 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2209670.500000 Penalty: 4892.346680
	Iteration 7F: 3 clusters Score -2209670 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2210343.250000 Penalty: 4892.346680
	Iteration 8Q: 3 clusters Score -2210343 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2211160.250000 Penalty: 4892.346680
	Iteration 9Q: 3 clusters Score -2211160 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2212203.500000 Penalty: 4892.346680
	Iteration 10Q: 3 clusters Score -2212204 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2212748.250000 Penalty: 4892.346680
	Iteration 11Q: 3 clusters Score -2212748 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2213075.750000 Penalty: 4892.346680
	Iteration 12Q: 3 clusters Score -2213076 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2213330.000000 Penalty: 4892.346680
	Iteration 13Q: 3 clusters Score -2213330 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2213533.500000 Penalty: 4892.346680
	Iteration 14Q: 3 clusters Score -2213534 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2213729.750000 Penalty: 4892.346680
	Iteration 15Q: 3 clusters Score -2213730 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2213933.750000 Penalty: 4892.346680
	Iteration 16Q: 3 clusters Score -2213934 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2214144.250000 Penalty: 4892.346680
	Iteration 17Q: 3 clusters Score -2214144 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2214369.500000 Penalty: 4892.346680
	Iteration 18Q: 3 clusters Score -2214370 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2214606.250000 Penalty: 4892.346680
	Iteration 19Q: 3 clusters Score -2214606 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2215146.000000 Penalty: 4892.346680
	Iteration 20F: 3 clusters Score -2215146 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2216012.750000 Penalty: 4892.346680
	Iteration 21Q: 3 clusters Score -2216013 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2216473.500000 Penalty: 4892.346680
	Iteration 22Q: 3 clusters Score -2216474 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2216618.000000 Penalty: 4892.346680
	Iteration 23Q: 3 clusters Score -2216618 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2216650.250000 Penalty: 4892.346680
	Iteration 24Q: 3 clusters Score -2216650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2216661.500000 Penalty: 4892.346680
	Iteration 25Q: 3 clusters Score -2216662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2216664.500000 Penalty: 4892.346680
	Iteration 26Q: 3 clusters Score -2216664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2216663.250000 Penalty: 4892.346680
	Iteration 27Q: 3 clusters Score -2216663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2216659.750000 Penalty: 4892.346680
	Iteration 28Q: 3 clusters Score -2216660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2216660.250000 Penalty: 4892.346680
	Iteration 29Q: 3 clusters Score -2216660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2216658.250000 Penalty: 4892.346680
	Iteration 30Q: 3 clusters Score -2216658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2216662.000000 Penalty: 4892.346680
	Iteration 31Q: 3 clusters Score -2216662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2216660.750000 Penalty: 4892.346680
	Iteration 32Q: 3 clusters Score -2216661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2216660.750000 Penalty: 4892.346680
	Iteration 33F: 3 clusters Score -2216661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 19966 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 8264 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Mstep: Class 48 contains 4142 members 
Mstep: Class 49 contains 3788 members 
Mstep: Class 50 contains 5927 members 
Mstep: Class 51 contains 2053 members 
Mstep: Class 52 contains 34385 members 
Mstep: Class 53 contains 2173 members 
Mstep: Class 54 contains 10954 members 
Entering Unmasked Estep 
Score: -154425104.000000 Penalty: 188665.828125
Splitting cluster 29 changes total score from -154380224.000000 to -154425104.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 30 (14607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Entering Unmasked Estep 
Score: -1559147.875000 Penalty: 2378.135498
	Iteration 0F: 2 clusters Score -1559148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1548494.375000 Penalty: 4756.270996
	Iteration 0F: 3 clusters Score -1548494 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1552354.500000 Penalty: 4756.270996
	Iteration 1F: 3 clusters Score -1552354 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1553090.625000 Penalty: 4756.270996
	Iteration 2F: 3 clusters Score -1553091 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1553751.125000 Penalty: 4756.270996
	Iteration 3F: 3 clusters Score -1553751 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1554418.000000 Penalty: 4756.270996
	Iteration 4F: 3 clusters Score -1554418 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1555057.125000 Penalty: 4756.270996
	Iteration 5F: 3 clusters Score -1555057 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1555631.125000 Penalty: 4756.270996
	Iteration 6F: 3 clusters Score -1555631 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1556066.625000 Penalty: 4756.270996
	Iteration 7Q: 3 clusters Score -1556067 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1556372.125000 Penalty: 4756.270996
	Iteration 8Q: 3 clusters Score -1556372 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1556591.750000 Penalty: 4756.270996
	Iteration 9Q: 3 clusters Score -1556592 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1556739.000000 Penalty: 4756.270996
	Iteration 10Q: 3 clusters Score -1556739 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1556854.750000 Penalty: 4756.270996
	Iteration 11Q: 3 clusters Score -1556855 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1556927.000000 Penalty: 4756.270996
	Iteration 12Q: 3 clusters Score -1556927 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1556977.500000 Penalty: 4756.270996
	Iteration 13Q: 3 clusters Score -1556978 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1557029.375000 Penalty: 4756.270996
	Iteration 14Q: 3 clusters Score -1557029 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1557081.875000 Penalty: 4756.270996
	Iteration 15Q: 3 clusters Score -1557082 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1557146.875000 Penalty: 4756.270996
	Iteration 16Q: 3 clusters Score -1557147 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1557200.000000 Penalty: 4756.270996
	Iteration 17Q: 3 clusters Score -1557200 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1557262.250000 Penalty: 4756.270996
	Iteration 18Q: 3 clusters Score -1557262 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1557316.125000 Penalty: 4756.270996
	Iteration 19Q: 3 clusters Score -1557316 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1557363.250000 Penalty: 4756.270996
	Iteration 20F: 3 clusters Score -1557363 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1557432.000000 Penalty: 4756.270996
	Iteration 21Q: 3 clusters Score -1557432 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1557501.000000 Penalty: 4756.270996
	Iteration 22Q: 3 clusters Score -1557501 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1557583.875000 Penalty: 4756.270996
	Iteration 23Q: 3 clusters Score -1557584 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1557640.750000 Penalty: 4756.270996
	Iteration 24Q: 3 clusters Score -1557641 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1557715.500000 Penalty: 4756.270996
	Iteration 25Q: 3 clusters Score -1557716 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1557800.875000 Penalty: 4756.270996
	Iteration 26Q: 3 clusters Score -1557801 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1557874.875000 Penalty: 4756.270996
	Iteration 27Q: 3 clusters Score -1557875 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1557937.250000 Penalty: 4756.270996
	Iteration 28Q: 3 clusters Score -1557937 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1557986.375000 Penalty: 4756.270996
	Iteration 29Q: 3 clusters Score -1557986 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1558029.500000 Penalty: 4756.270996
	Iteration 30Q: 3 clusters Score -1558030 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1558078.750000 Penalty: 4756.270996
	Iteration 31Q: 3 clusters Score -1558079 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1558115.250000 Penalty: 4756.270996
	Iteration 32Q: 3 clusters Score -1558115 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1558139.500000 Penalty: 4756.270996
	Iteration 33Q: 3 clusters Score -1558140 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1558158.250000 Penalty: 4756.270996
	Iteration 34Q: 3 clusters Score -1558158 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1558190.625000 Penalty: 4756.270996
	Iteration 35Q: 3 clusters Score -1558191 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1558220.750000 Penalty: 4756.270996
	Iteration 36Q: 3 clusters Score -1558221 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1558241.500000 Penalty: 4756.270996
	Iteration 37Q: 3 clusters Score -1558242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1558262.750000 Penalty: 4756.270996
	Iteration 38Q: 3 clusters Score -1558263 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1558285.000000 Penalty: 4756.270996
	Iteration 39Q: 3 clusters Score -1558285 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1558317.625000 Penalty: 4756.270996
	Iteration 40F: 3 clusters Score -1558318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1558337.625000 Penalty: 4756.270996
	Iteration 41Q: 3 clusters Score -1558338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1558361.125000 Penalty: 4756.270996
	Iteration 42Q: 3 clusters Score -1558361 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1558382.000000 Penalty: 4756.270996
	Iteration 43Q: 3 clusters Score -1558382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1558399.500000 Penalty: 4756.270996
	Iteration 44Q: 3 clusters Score -1558400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1558413.250000 Penalty: 4756.270996
	Iteration 45Q: 3 clusters Score -1558413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1558430.125000 Penalty: 4756.270996
	Iteration 46Q: 3 clusters Score -1558430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1558436.750000 Penalty: 4756.270996
	Iteration 47Q: 3 clusters Score -1558437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1558448.000000 Penalty: 4756.270996
	Iteration 48Q: 3 clusters Score -1558448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1558452.750000 Penalty: 4756.270996
	Iteration 49Q: 3 clusters Score -1558453 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1558460.625000 Penalty: 4756.270996
	Iteration 50Q: 3 clusters Score -1558461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1558472.250000 Penalty: 4756.270996
	Iteration 51Q: 3 clusters Score -1558472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1558479.875000 Penalty: 4756.270996
	Iteration 52Q: 3 clusters Score -1558480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1558484.750000 Penalty: 4756.270996
	Iteration 53Q: 3 clusters Score -1558485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1558488.625000 Penalty: 4756.270996
	Iteration 54Q: 3 clusters Score -1558489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1558492.625000 Penalty: 4756.270996
	Iteration 55Q: 3 clusters Score -1558493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1558502.625000 Penalty: 4756.270996
	Iteration 56Q: 3 clusters Score -1558503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1558517.000000 Penalty: 4756.270996
	Iteration 57Q: 3 clusters Score -1558517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1558518.125000 Penalty: 4756.270996
	Iteration 58Q: 3 clusters Score -1558518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1558524.000000 Penalty: 4756.270996
	Iteration 59Q: 3 clusters Score -1558524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1558521.625000 Penalty: 4756.270996
	Iteration 60F: 3 clusters Score -1558522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1558524.125000 Penalty: 4756.270996
	Iteration 61Q: 3 clusters Score -1558524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1558526.000000 Penalty: 4756.270996
	Iteration 62Q: 3 clusters Score -1558526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1558527.375000 Penalty: 4756.270996
	Iteration 63Q: 3 clusters Score -1558527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1558528.375000 Penalty: 4756.270996
	Iteration 64Q: 3 clusters Score -1558528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1558525.625000 Penalty: 4756.270996
	Iteration 65Q: 3 clusters Score -1558526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1558527.500000 Penalty: 4756.270996
	Iteration 66Q: 3 clusters Score -1558528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1558527.875000 Penalty: 4756.270996
	Iteration 67Q: 3 clusters Score -1558528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1558530.875000 Penalty: 4756.270996
	Iteration 68Q: 3 clusters Score -1558531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1558528.250000 Penalty: 4756.270996
	Iteration 69Q: 3 clusters Score -1558528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1558526.250000 Penalty: 4756.270996
	Iteration 70Q: 3 clusters Score -1558526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1558530.625000 Penalty: 4756.270996
	Iteration 71Q: 3 clusters Score -1558531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1558528.750000 Penalty: 4756.270996
	Iteration 72Q: 3 clusters Score -1558529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1558529.250000 Penalty: 4756.270996
	Iteration 73Q: 3 clusters Score -1558529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1558530.875000 Penalty: 4756.270996
	Iteration 74Q: 3 clusters Score -1558531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1558531.375000 Penalty: 4756.270996
	Iteration 75Q: 3 clusters Score -1558531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1558532.625000 Penalty: 4756.270996
	Iteration 76Q: 3 clusters Score -1558533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1558537.625000 Penalty: 4756.270996
	Iteration 77Q: 3 clusters Score -1558538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1558535.625000 Penalty: 4756.270996
	Iteration 78Q: 3 clusters Score -1558536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1558535.625000 Penalty: 4756.270996
	Iteration 79F: 3 clusters Score -1558536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (37951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Entering Unmasked Estep 
Score: -4599070.500000 Penalty: 2614.924805
	Iteration 0F: 2 clusters Score -4599070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -4573368.000000 Penalty: 5229.849609
	Iteration 0F: 3 clusters Score -4573368 nChanged 17257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -4582999.000000 Penalty: 5229.849609
	Iteration 1F: 3 clusters Score -4582999 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4583793.000000 Penalty: 5229.849609
	Iteration 2F: 3 clusters Score -4583793 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -4584757.000000 Penalty: 5229.849609
	Iteration 3F: 3 clusters Score -4584757 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4585923.500000 Penalty: 5229.849609
	Iteration 4F: 3 clusters Score -4585924 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -4587469.500000 Penalty: 5229.849609
	Iteration 5F: 3 clusters Score -4587470 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -4589444.000000 Penalty: 5229.849609
	Iteration 6F: 3 clusters Score -4589444 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -4591381.000000 Penalty: 5229.849609
	Iteration 7F: 3 clusters Score -4591381 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -4592969.000000 Penalty: 5229.849609
	Iteration 8F: 3 clusters Score -4592969 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4594209.000000 Penalty: 5229.849609
	Iteration 9Q: 3 clusters Score -4594209 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -4594981.500000 Penalty: 5229.849609
	Iteration 10Q: 3 clusters Score -4594982 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -4595477.000000 Penalty: 5229.849609
	Iteration 11Q: 3 clusters Score -4595477 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4595765.000000 Penalty: 5229.849609
	Iteration 12Q: 3 clusters Score -4595765 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -4595963.500000 Penalty: 5229.849609
	Iteration 13Q: 3 clusters Score -4595964 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -4596102.000000 Penalty: 5229.849609
	Iteration 14Q: 3 clusters Score -4596102 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4596192.500000 Penalty: 5229.849609
	Iteration 15Q: 3 clusters Score -4596192 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -4596284.000000 Penalty: 5229.849609
	Iteration 16Q: 3 clusters Score -4596284 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4596359.500000 Penalty: 5229.849609
	Iteration 17Q: 3 clusters Score -4596360 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -4596425.000000 Penalty: 5229.849609
	Iteration 18Q: 3 clusters Score -4596425 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -4596491.500000 Penalty: 5229.849609
	Iteration 19Q: 3 clusters Score -4596492 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4596558.500000 Penalty: 5229.849609
	Iteration 20F: 3 clusters Score -4596558 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -4596611.000000 Penalty: 5229.849609
	Iteration 21Q: 3 clusters Score -4596611 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4596640.000000 Penalty: 5229.849609
	Iteration 22Q: 3 clusters Score -4596640 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4596699.500000 Penalty: 5229.849609
	Iteration 23Q: 3 clusters Score -4596700 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4596735.500000 Penalty: 5229.849609
	Iteration 24Q: 3 clusters Score -4596736 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4596776.000000 Penalty: 5229.849609
	Iteration 25Q: 3 clusters Score -4596776 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4596813.500000 Penalty: 5229.849609
	Iteration 26Q: 3 clusters Score -4596814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4596842.500000 Penalty: 5229.849609
	Iteration 27Q: 3 clusters Score -4596842 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4596858.000000 Penalty: 5229.849609
	Iteration 28Q: 3 clusters Score -4596858 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4596894.000000 Penalty: 5229.849609
	Iteration 29Q: 3 clusters Score -4596894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4596912.000000 Penalty: 5229.849609
	Iteration 30Q: 3 clusters Score -4596912 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4596926.000000 Penalty: 5229.849609
	Iteration 31Q: 3 clusters Score -4596926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4596959.500000 Penalty: 5229.849609
	Iteration 32Q: 3 clusters Score -4596960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4596982.000000 Penalty: 5229.849609
	Iteration 33Q: 3 clusters Score -4596982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4596984.000000 Penalty: 5229.849609
	Iteration 34Q: 3 clusters Score -4596984 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4597006.000000 Penalty: 5229.849609
	Iteration 35Q: 3 clusters Score -4597006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4597028.000000 Penalty: 5229.849609
	Iteration 36Q: 3 clusters Score -4597028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4597041.500000 Penalty: 5229.849609
	Iteration 37Q: 3 clusters Score -4597042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4597055.500000 Penalty: 5229.849609
	Iteration 38Q: 3 clusters Score -4597056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4597061.500000 Penalty: 5229.849609
	Iteration 39Q: 3 clusters Score -4597062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4597075.000000 Penalty: 5229.849609
	Iteration 40F: 3 clusters Score -4597075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4597101.000000 Penalty: 5229.849609
	Iteration 41Q: 3 clusters Score -4597101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4597114.500000 Penalty: 5229.849609
	Iteration 42Q: 3 clusters Score -4597114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4597135.000000 Penalty: 5229.849609
	Iteration 43Q: 3 clusters Score -4597135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4597141.500000 Penalty: 5229.849609
	Iteration 44Q: 3 clusters Score -4597142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4597156.500000 Penalty: 5229.849609
	Iteration 45Q: 3 clusters Score -4597156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4597161.500000 Penalty: 5229.849609
	Iteration 46Q: 3 clusters Score -4597162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4597168.000000 Penalty: 5229.849609
	Iteration 47Q: 3 clusters Score -4597168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4597175.500000 Penalty: 5229.849609
	Iteration 48Q: 3 clusters Score -4597176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4597188.000000 Penalty: 5229.849609
	Iteration 49Q: 3 clusters Score -4597188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4597189.500000 Penalty: 5229.849609
	Iteration 50Q: 3 clusters Score -4597190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4597188.500000 Penalty: 5229.849609
	Iteration 51Q: 3 clusters Score -4597188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4597193.500000 Penalty: 5229.849609
	Iteration 52Q: 3 clusters Score -4597194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4597202.500000 Penalty: 5229.849609
	Iteration 53Q: 3 clusters Score -4597202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4597209.000000 Penalty: 5229.849609
	Iteration 54Q: 3 clusters Score -4597209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4597206.000000 Penalty: 5229.849609
	Iteration 55Q: 3 clusters Score -4597206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4597200.000000 Penalty: 5229.849609
	Iteration 56Q: 3 clusters Score -4597200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4597201.000000 Penalty: 5229.849609
	Iteration 57Q: 3 clusters Score -4597201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4597207.000000 Penalty: 5229.849609
	Iteration 58Q: 3 clusters Score -4597207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4597212.500000 Penalty: 5229.849609
	Iteration 59Q: 3 clusters Score -4597212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4597217.000000 Penalty: 5229.849609
	Iteration 60F: 3 clusters Score -4597217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4597225.000000 Penalty: 5229.849609
	Iteration 61Q: 3 clusters Score -4597225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4597225.500000 Penalty: 5229.849609
	Iteration 62Q: 3 clusters Score -4597226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4597226.500000 Penalty: 5229.849609
	Iteration 63Q: 3 clusters Score -4597226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4597234.000000 Penalty: 5229.849609
	Iteration 64Q: 3 clusters Score -4597234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4597246.000000 Penalty: 5229.849609
	Iteration 65Q: 3 clusters Score -4597246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4597253.000000 Penalty: 5229.849609
	Iteration 66Q: 3 clusters Score -4597253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4597251.000000 Penalty: 5229.849609
	Iteration 67Q: 3 clusters Score -4597251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4597251.000000 Penalty: 5229.849609
	Iteration 68Q: 3 clusters Score -4597251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4597255.000000 Penalty: 5229.849609
	Iteration 69Q: 3 clusters Score -4597255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4597255.000000 Penalty: 5229.849609
	Iteration 70Q: 3 clusters Score -4597255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4597262.500000 Penalty: 5229.849609
	Iteration 71Q: 3 clusters Score -4597262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4597259.500000 Penalty: 5229.849609
	Iteration 72Q: 3 clusters Score -4597260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4597261.000000 Penalty: 5229.849609
	Iteration 73Q: 3 clusters Score -4597261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4597260.500000 Penalty: 5229.849609
	Iteration 74Q: 3 clusters Score -4597260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4597260.500000 Penalty: 5229.849609
	Iteration 75Q: 3 clusters Score -4597260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4597262.500000 Penalty: 5229.849609
	Iteration 76Q: 3 clusters Score -4597262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4597266.500000 Penalty: 5229.849609
	Iteration 77Q: 3 clusters Score -4597266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4597264.500000 Penalty: 5229.849609
	Iteration 78Q: 3 clusters Score -4597264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4597266.500000 Penalty: 5229.849609
	Iteration 79Q: 3 clusters Score -4597266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4597269.000000 Penalty: 5229.849609
	Iteration 80F: 3 clusters Score -4597269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4597268.500000 Penalty: 5229.849609
	Iteration 81Q: 3 clusters Score -4597268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4597268.500000 Penalty: 5229.849609
	Iteration 82F: 3 clusters Score -4597268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Entering Unmasked Estep 
Score: -2140159.000000 Penalty: 2419.395264
	Iteration 0F: 2 clusters Score -2140159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2127890.750000 Penalty: 4838.790527
	Iteration 0F: 3 clusters Score -2127891 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2131869.250000 Penalty: 4838.790527
	Iteration 1F: 3 clusters Score -2131869 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2132424.000000 Penalty: 4838.790527
	Iteration 2F: 3 clusters Score -2132424 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2133069.750000 Penalty: 4838.790527
	Iteration 3F: 3 clusters Score -2133070 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2133900.500000 Penalty: 4838.790527
	Iteration 4F: 3 clusters Score -2133900 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2134857.500000 Penalty: 4838.790527
	Iteration 5F: 3 clusters Score -2134858 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2135749.500000 Penalty: 4838.790527
	Iteration 6F: 3 clusters Score -2135750 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2136403.500000 Penalty: 4838.790527
	Iteration 7F: 3 clusters Score -2136404 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2136790.500000 Penalty: 4838.790527
	Iteration 8Q: 3 clusters Score -2136790 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2136991.250000 Penalty: 4838.790527
	Iteration 9Q: 3 clusters Score -2136991 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2137112.500000 Penalty: 4838.790527
	Iteration 10Q: 3 clusters Score -2137112 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2137181.750000 Penalty: 4838.790527
	Iteration 11Q: 3 clusters Score -2137182 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2137237.750000 Penalty: 4838.790527
	Iteration 12Q: 3 clusters Score -2137238 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2137273.250000 Penalty: 4838.790527
	Iteration 13Q: 3 clusters Score -2137273 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2137298.000000 Penalty: 4838.790527
	Iteration 14Q: 3 clusters Score -2137298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2137308.000000 Penalty: 4838.790527
	Iteration 15Q: 3 clusters Score -2137308 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2137316.500000 Penalty: 4838.790527
	Iteration 16Q: 3 clusters Score -2137316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2137325.750000 Penalty: 4838.790527
	Iteration 17Q: 3 clusters Score -2137326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2137337.500000 Penalty: 4838.790527
	Iteration 18Q: 3 clusters Score -2137338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2137344.250000 Penalty: 4838.790527
	Iteration 19Q: 3 clusters Score -2137344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2137345.250000 Penalty: 4838.790527
	Iteration 20F: 3 clusters Score -2137345 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2137348.750000 Penalty: 4838.790527
	Iteration 21Q: 3 clusters Score -2137349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2137349.250000 Penalty: 4838.790527
	Iteration 22Q: 3 clusters Score -2137349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2137356.250000 Penalty: 4838.790527
	Iteration 23Q: 3 clusters Score -2137356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2137356.250000 Penalty: 4838.790527
	Iteration 24Q: 3 clusters Score -2137356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2137363.250000 Penalty: 4838.790527
	Iteration 25Q: 3 clusters Score -2137363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2137374.000000 Penalty: 4838.790527
	Iteration 26Q: 3 clusters Score -2137374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2137375.250000 Penalty: 4838.790527
	Iteration 27Q: 3 clusters Score -2137375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2137377.750000 Penalty: 4838.790527
	Iteration 28Q: 3 clusters Score -2137378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2137382.750000 Penalty: 4838.790527
	Iteration 29Q: 3 clusters Score -2137383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2137386.250000 Penalty: 4838.790527
	Iteration 30Q: 3 clusters Score -2137386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2137387.250000 Penalty: 4838.790527
	Iteration 31Q: 3 clusters Score -2137387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2137392.750000 Penalty: 4838.790527
	Iteration 32Q: 3 clusters Score -2137393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2137391.000000 Penalty: 4838.790527
	Iteration 33Q: 3 clusters Score -2137391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2137392.250000 Penalty: 4838.790527
	Iteration 34Q: 3 clusters Score -2137392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2137394.000000 Penalty: 4838.790527
	Iteration 35Q: 3 clusters Score -2137394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2137389.250000 Penalty: 4838.790527
	Iteration 36Q: 3 clusters Score -2137389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2137392.500000 Penalty: 4838.790527
	Iteration 37Q: 3 clusters Score -2137392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2137393.750000 Penalty: 4838.790527
	Iteration 38Q: 3 clusters Score -2137394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2137397.000000 Penalty: 4838.790527
	Iteration 39Q: 3 clusters Score -2137397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2137392.750000 Penalty: 4838.790527
	Iteration 40F: 3 clusters Score -2137393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2137393.750000 Penalty: 4838.790527
	Iteration 41Q: 3 clusters Score -2137394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2137395.000000 Penalty: 4838.790527
	Iteration 42Q: 3 clusters Score -2137395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2137395.000000 Penalty: 4838.790527
	Iteration 43F: 3 clusters Score -2137395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Entering Unmasked Estep 
Score: -2179741.250000 Penalty: 2432.961914
	Iteration 0F: 2 clusters Score -2179741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2166901.750000 Penalty: 4865.923828
	Iteration 0F: 3 clusters Score -2166902 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2171261.000000 Penalty: 4865.923828
	Iteration 1F: 3 clusters Score -2171261 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2171825.000000 Penalty: 4865.923828
	Iteration 2F: 3 clusters Score -2171825 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2172470.250000 Penalty: 4865.923828
	Iteration 3F: 3 clusters Score -2172470 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2173219.000000 Penalty: 4865.923828
	Iteration 4F: 3 clusters Score -2173219 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2174055.000000 Penalty: 4865.923828
	Iteration 5F: 3 clusters Score -2174055 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2174965.500000 Penalty: 4865.923828
	Iteration 6F: 3 clusters Score -2174966 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2176007.000000 Penalty: 4865.923828
	Iteration 7F: 3 clusters Score -2176007 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2177244.750000 Penalty: 4865.923828
	Iteration 8F: 3 clusters Score -2177245 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2178404.000000 Penalty: 4865.923828
	Iteration 9Q: 3 clusters Score -2178404 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2178999.250000 Penalty: 4865.923828
	Iteration 10Q: 3 clusters Score -2178999 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2179304.000000 Penalty: 4865.923828
	Iteration 11Q: 3 clusters Score -2179304 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2179528.750000 Penalty: 4865.923828
	Iteration 12Q: 3 clusters Score -2179529 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2179797.500000 Penalty: 4865.923828
	Iteration 13Q: 3 clusters Score -2179798 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2180164.750000 Penalty: 4865.923828
	Iteration 14Q: 3 clusters Score -2180165 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2180638.000000 Penalty: 4865.923828
	Iteration 15Q: 3 clusters Score -2180638 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2181141.000000 Penalty: 4865.923828
	Iteration 16Q: 3 clusters Score -2181141 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2181492.750000 Penalty: 4865.923828
	Iteration 17Q: 3 clusters Score -2181493 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2181703.750000 Penalty: 4865.923828
	Iteration 18Q: 3 clusters Score -2181704 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2181806.750000 Penalty: 4865.923828
	Iteration 19Q: 3 clusters Score -2181807 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2181868.750000 Penalty: 4865.923828
	Iteration 20F: 3 clusters Score -2181869 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2181892.500000 Penalty: 4865.923828
	Iteration 21Q: 3 clusters Score -2181892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2181917.000000 Penalty: 4865.923828
	Iteration 22Q: 3 clusters Score -2181917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2181923.250000 Penalty: 4865.923828
	Iteration 23Q: 3 clusters Score -2181923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2181920.000000 Penalty: 4865.923828
	Iteration 24Q: 3 clusters Score -2181920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2181922.500000 Penalty: 4865.923828
	Iteration 25Q: 3 clusters Score -2181922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2181920.500000 Penalty: 4865.923828
	Iteration 26Q: 3 clusters Score -2181920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2181917.250000 Penalty: 4865.923828
	Iteration 27Q: 3 clusters Score -2181917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2181920.250000 Penalty: 4865.923828
	Iteration 28Q: 3 clusters Score -2181920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2181926.000000 Penalty: 4865.923828
	Iteration 29Q: 3 clusters Score -2181926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2181930.000000 Penalty: 4865.923828
	Iteration 30Q: 3 clusters Score -2181930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2181930.000000 Penalty: 4865.923828
	Iteration 31F: 3 clusters Score -2181930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 19966 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 8264 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 8638 members 
Mstep: Class 34 contains 32860 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Mstep: Class 48 contains 4142 members 
Mstep: Class 49 contains 3788 members 
Mstep: Class 50 contains 5927 members 
Mstep: Class 51 contains 2053 members 
Mstep: Class 52 contains 34385 members 
Mstep: Class 53 contains 2173 members 
Mstep: Class 54 contains 10954 members 
Mstep: Class 55 contains 9583 members 
Entering Unmasked Estep 
Score: -154426800.000000 Penalty: 192159.640625
Splitting cluster 33 changes total score from -154380224.000000 to -154426800.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 34 (32860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Entering Unmasked Estep 
Score: -3833462.750000 Penalty: 2579.202637
	Iteration 0F: 2 clusters Score -3833463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3811200.000000 Penalty: 5158.405273
	Iteration 0F: 3 clusters Score -3811200 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -3820096.750000 Penalty: 5158.405273
	Iteration 1F: 3 clusters Score -3820097 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3822794.000000 Penalty: 5158.405273
	Iteration 2F: 3 clusters Score -3822794 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3827212.250000 Penalty: 5158.405273
	Iteration 3F: 3 clusters Score -3827212 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -3831486.000000 Penalty: 5158.405273
	Iteration 4F: 3 clusters Score -3831486 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -3834010.750000 Penalty: 5158.405273
	Iteration 5F: 3 clusters Score -3834011 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3835271.250000 Penalty: 5158.405273
	Iteration 6F: 3 clusters Score -3835271 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3835960.750000 Penalty: 5158.405273
	Iteration 7Q: 3 clusters Score -3835961 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3836578.000000 Penalty: 5158.405273
	Iteration 8Q: 3 clusters Score -3836578 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3837334.500000 Penalty: 5158.405273
	Iteration 9Q: 3 clusters Score -3837334 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -3838071.000000 Penalty: 5158.405273
	Iteration 10Q: 3 clusters Score -3838071 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3838832.750000 Penalty: 5158.405273
	Iteration 11Q: 3 clusters Score -3838833 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -3839311.750000 Penalty: 5158.405273
	Iteration 12Q: 3 clusters Score -3839312 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3839568.250000 Penalty: 5158.405273
	Iteration 13Q: 3 clusters Score -3839568 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3839707.250000 Penalty: 5158.405273
	Iteration 14Q: 3 clusters Score -3839707 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3839823.500000 Penalty: 5158.405273
	Iteration 15Q: 3 clusters Score -3839824 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3839879.000000 Penalty: 5158.405273
	Iteration 16Q: 3 clusters Score -3839879 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -3839922.000000 Penalty: 5158.405273
	Iteration 17Q: 3 clusters Score -3839922 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3839935.000000 Penalty: 5158.405273
	Iteration 18Q: 3 clusters Score -3839935 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3839965.250000 Penalty: 5158.405273
	Iteration 19Q: 3 clusters Score -3839965 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -3839983.500000 Penalty: 5158.405273
	Iteration 20F: 3 clusters Score -3839984 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3839981.250000 Penalty: 5158.405273
	Iteration 21Q: 3 clusters Score -3839981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3840000.000000 Penalty: 5158.405273
	Iteration 22Q: 3 clusters Score -3840000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -3840010.250000 Penalty: 5158.405273
	Iteration 23Q: 3 clusters Score -3840010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3840008.250000 Penalty: 5158.405273
	Iteration 24Q: 3 clusters Score -3840008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3840014.250000 Penalty: 5158.405273
	Iteration 25Q: 3 clusters Score -3840014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -3840012.000000 Penalty: 5158.405273
	Iteration 26Q: 3 clusters Score -3840012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3840014.750000 Penalty: 5158.405273
	Iteration 27Q: 3 clusters Score -3840015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3840017.250000 Penalty: 5158.405273
	Iteration 28Q: 3 clusters Score -3840017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -3840018.000000 Penalty: 5158.405273
	Iteration 29Q: 3 clusters Score -3840018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3840019.000000 Penalty: 5158.405273
	Iteration 30Q: 3 clusters Score -3840019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3840022.250000 Penalty: 5158.405273
	Iteration 31Q: 3 clusters Score -3840022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3840027.000000 Penalty: 5158.405273
	Iteration 32Q: 3 clusters Score -3840027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3840020.000000 Penalty: 5158.405273
	Iteration 33Q: 3 clusters Score -3840020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3840022.000000 Penalty: 5158.405273
	Iteration 34Q: 3 clusters Score -3840022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3840022.500000 Penalty: 5158.405273
	Iteration 35Q: 3 clusters Score -3840022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3840020.000000 Penalty: 5158.405273
	Iteration 36Q: 3 clusters Score -3840020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3840020.000000 Penalty: 5158.405273
	Iteration 37F: 3 clusters Score -3840020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 19966 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 8264 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 8638 members 
Mstep: Class 34 contains 13619 members 
Mstep: Class 35 contains 63554 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Mstep: Class 48 contains 4142 members 
Mstep: Class 49 contains 3788 members 
Mstep: Class 50 contains 5927 members 
Mstep: Class 51 contains 2053 members 
Mstep: Class 52 contains 34385 members 
Mstep: Class 53 contains 2173 members 
Mstep: Class 54 contains 10954 members 
Mstep: Class 55 contains 9583 members 
Mstep: Class 56 contains 19241 members 
Entering Unmasked Estep 
Score: -154432576.000000 Penalty: 195653.453125
Splitting cluster 34 changes total score from -154380224.000000 to -154432576.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 35 (63554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63554 members 
Entering Unmasked Estep 
Score: -7853372.000000 Penalty: 2742.792236
	Iteration 0F: 2 clusters Score -7853372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -7810605.000000 Penalty: 5485.584473
	Iteration 0F: 3 clusters Score -7810605 nChanged 29759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -7827551.500000 Penalty: 5485.584473
	Iteration 1F: 3 clusters Score -7827552 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -7828621.000000 Penalty: 5485.584473
	Iteration 2Q: 3 clusters Score -7828621 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -7830004.500000 Penalty: 5485.584473
	Iteration 3F: 3 clusters Score -7830004 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -7832119.000000 Penalty: 5485.584473
	Iteration 4F: 3 clusters Score -7832119 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -7834905.500000 Penalty: 5485.584473
	Iteration 5F: 3 clusters Score -7834906 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -7838196.000000 Penalty: 5485.584473
	Iteration 6F: 3 clusters Score -7838196 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -7841422.500000 Penalty: 5485.584473
	Iteration 7F: 3 clusters Score -7841422 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -7844287.500000 Penalty: 5485.584473
	Iteration 8F: 3 clusters Score -7844288 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -7846554.500000 Penalty: 5485.584473
	Iteration 9Q: 3 clusters Score -7846554 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -7848280.500000 Penalty: 5485.584473
	Iteration 10Q: 3 clusters Score -7848280 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -7849681.000000 Penalty: 5485.584473
	Iteration 11Q: 3 clusters Score -7849681 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -7851160.500000 Penalty: 5485.584473
	Iteration 12Q: 3 clusters Score -7851160 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -7852813.000000 Penalty: 5485.584473
	Iteration 13Q: 3 clusters Score -7852813 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -7854438.000000 Penalty: 5485.584473
	Iteration 14Q: 3 clusters Score -7854438 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -7855640.500000 Penalty: 5485.584473
	Iteration 15Q: 3 clusters Score -7855640 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -7856391.000000 Penalty: 5485.584473
	Iteration 16Q: 3 clusters Score -7856391 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -7856852.500000 Penalty: 5485.584473
	Iteration 17Q: 3 clusters Score -7856852 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -7857040.000000 Penalty: 5485.584473
	Iteration 18Q: 3 clusters Score -7857040 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -7857205.000000 Penalty: 5485.584473
	Iteration 19Q: 3 clusters Score -7857205 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -7857303.500000 Penalty: 5485.584473
	Iteration 20F: 3 clusters Score -7857304 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -7857315.500000 Penalty: 5485.584473
	Iteration 21Q: 3 clusters Score -7857316 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -7857365.000000 Penalty: 5485.584473
	Iteration 22Q: 3 clusters Score -7857365 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -7857391.500000 Penalty: 5485.584473
	Iteration 23Q: 3 clusters Score -7857392 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -7857411.500000 Penalty: 5485.584473
	Iteration 24Q: 3 clusters Score -7857412 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -7857414.500000 Penalty: 5485.584473
	Iteration 25Q: 3 clusters Score -7857414 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -7857425.000000 Penalty: 5485.584473
	Iteration 26Q: 3 clusters Score -7857425 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -7857457.000000 Penalty: 5485.584473
	Iteration 27Q: 3 clusters Score -7857457 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -7857490.500000 Penalty: 5485.584473
	Iteration 28Q: 3 clusters Score -7857490 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -7857514.500000 Penalty: 5485.584473
	Iteration 29Q: 3 clusters Score -7857514 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -7857517.500000 Penalty: 5485.584473
	Iteration 30Q: 3 clusters Score -7857518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -7857519.500000 Penalty: 5485.584473
	Iteration 31Q: 3 clusters Score -7857520 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -7857518.500000 Penalty: 5485.584473
	Iteration 32Q: 3 clusters Score -7857518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -7857519.500000 Penalty: 5485.584473
	Iteration 33Q: 3 clusters Score -7857520 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -7857518.000000 Penalty: 5485.584473
	Iteration 34Q: 3 clusters Score -7857518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -7857527.500000 Penalty: 5485.584473
	Iteration 35Q: 3 clusters Score -7857528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -7857515.000000 Penalty: 5485.584473
	Iteration 36Q: 3 clusters Score -7857515 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -7857528.000000 Penalty: 5485.584473
	Iteration 37Q: 3 clusters Score -7857528 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -7857539.000000 Penalty: 5485.584473
	Iteration 38Q: 3 clusters Score -7857539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -7857551.500000 Penalty: 5485.584473
	Iteration 39Q: 3 clusters Score -7857552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -7857545.000000 Penalty: 5485.584473
	Iteration 40F: 3 clusters Score -7857545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -7857534.000000 Penalty: 5485.584473
	Iteration 41Q: 3 clusters Score -7857534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -7857528.000000 Penalty: 5485.584473
	Iteration 42Q: 3 clusters Score -7857528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -7857533.000000 Penalty: 5485.584473
	Iteration 43Q: 3 clusters Score -7857533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -7857537.500000 Penalty: 5485.584473
	Iteration 44Q: 3 clusters Score -7857538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -7857540.500000 Penalty: 5485.584473
	Iteration 45Q: 3 clusters Score -7857540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -7857545.000000 Penalty: 5485.584473
	Iteration 46Q: 3 clusters Score -7857545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -7857536.500000 Penalty: 5485.584473
	Iteration 47Q: 3 clusters Score -7857536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -7857536.500000 Penalty: 5485.584473
	Iteration 48Q: 3 clusters Score -7857536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -7857540.500000 Penalty: 5485.584473
	Iteration 49Q: 3 clusters Score -7857540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -7857531.500000 Penalty: 5485.584473
	Iteration 50Q: 3 clusters Score -7857532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -7857535.500000 Penalty: 5485.584473
	Iteration 51Q: 3 clusters Score -7857536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -7857532.000000 Penalty: 5485.584473
	Iteration 52Q: 3 clusters Score -7857532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -7857532.000000 Penalty: 5485.584473
	Iteration 53Q: 3 clusters Score -7857532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -7857536.500000 Penalty: 5485.584473
	Iteration 54Q: 3 clusters Score -7857536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -7857527.000000 Penalty: 5485.584473
	Iteration 55Q: 3 clusters Score -7857527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -7857534.000000 Penalty: 5485.584473
	Iteration 56Q: 3 clusters Score -7857534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -7857533.500000 Penalty: 5485.584473
	Iteration 57Q: 3 clusters Score -7857534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -7857532.000000 Penalty: 5485.584473
	Iteration 58Q: 3 clusters Score -7857532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -7857532.500000 Penalty: 5485.584473
	Iteration 59Q: 3 clusters Score -7857532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -7857533.000000 Penalty: 5485.584473
	Iteration 60F: 3 clusters Score -7857533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -7857537.000000 Penalty: 5485.584473
	Iteration 61Q: 3 clusters Score -7857537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -7857534.500000 Penalty: 5485.584473
	Iteration 62Q: 3 clusters Score -7857534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -7857534.500000 Penalty: 5485.584473
	Iteration 63Q: 3 clusters Score -7857534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -7857534.500000 Penalty: 5485.584473
	Iteration 64F: 3 clusters Score -7857534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 19966 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 8264 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 8638 members 
Mstep: Class 34 contains 13619 members 
Mstep: Class 35 contains 21883 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Mstep: Class 48 contains 4142 members 
Mstep: Class 49 contains 3788 members 
Mstep: Class 50 contains 5927 members 
Mstep: Class 51 contains 2053 members 
Mstep: Class 52 contains 34385 members 
Mstep: Class 53 contains 2173 members 
Mstep: Class 54 contains 10954 members 
Mstep: Class 55 contains 9583 members 
Mstep: Class 56 contains 19241 members 
Mstep: Class 57 contains 41671 members 
Entering Unmasked Estep 
Score: -154436704.000000 Penalty: 199147.265625
Splitting cluster 35 changes total score from -154380224.000000 to -154436704.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 36 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -127619.015625 Penalty: 1823.564209
	Iteration 0F: 2 clusters Score -127619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -125871.968750 Penalty: 3647.128418
	Iteration 0F: 3 clusters Score -125872 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -128317.562500 Penalty: 3647.128418
	Iteration 1F: 3 clusters Score -128317.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -130494.460938 Penalty: 3647.128418
	Iteration 2F: 3 clusters Score -130494.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -134173.531250 Penalty: 3647.128418
	Iteration 3F: 3 clusters Score -134173.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -135562.125000 Penalty: 3647.128418
	Iteration 4F: 3 clusters Score -135562.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -136182.421875 Penalty: 3647.128418
	Iteration 5Q: 3 clusters Score -136182.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -136534.828125 Penalty: 3647.128418
	Iteration 6Q: 3 clusters Score -136534.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -136729.921875 Penalty: 3647.128418
	Iteration 7Q: 3 clusters Score -136729.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -136801.843750 Penalty: 3647.128418
	Iteration 8Q: 3 clusters Score -136801.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136872.562500 Penalty: 3647.128418
	Iteration 9Q: 3 clusters Score -136872.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -136918.265625 Penalty: 3647.128418
	Iteration 10Q: 3 clusters Score -136918.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -136941.156250 Penalty: 3647.128418
	Iteration 11Q: 3 clusters Score -136941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -136947.531250 Penalty: 3647.128418
	Iteration 12Q: 3 clusters Score -136947.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -136960.250000 Penalty: 3647.128418
	Iteration 13Q: 3 clusters Score -136960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -136976.093750 Penalty: 3647.128418
	Iteration 14Q: 3 clusters Score -136976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136994.093750 Penalty: 3647.128418
	Iteration 15Q: 3 clusters Score -136994.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -137017.484375 Penalty: 3647.128418
	Iteration 16Q: 3 clusters Score -137017.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137063.093750 Penalty: 3647.128418
	Iteration 17Q: 3 clusters Score -137063.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -137090.250000 Penalty: 3647.128418
	Iteration 18Q: 3 clusters Score -137090.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -137124.546875 Penalty: 3647.128418
	Iteration 19Q: 3 clusters Score -137124.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -137196.906250 Penalty: 3647.128418
	Iteration 20F: 3 clusters Score -137196.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -137296.718750 Penalty: 3647.128418
	Iteration 21Q: 3 clusters Score -137296.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -137385.656250 Penalty: 3647.128418
	Iteration 22Q: 3 clusters Score -137385.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -137489.718750 Penalty: 3647.128418
	Iteration 23Q: 3 clusters Score -137489.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -137590.812500 Penalty: 3647.128418
	Iteration 24Q: 3 clusters Score -137590.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -137656.796875 Penalty: 3647.128418
	Iteration 25Q: 3 clusters Score -137656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -137730.796875 Penalty: 3647.128418
	Iteration 26Q: 3 clusters Score -137730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -137793.953125 Penalty: 3647.128418
	Iteration 27Q: 3 clusters Score -137794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -137817.687500 Penalty: 3647.128418
	Iteration 28Q: 3 clusters Score -137817.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -137832.156250 Penalty: 3647.128418
	Iteration 29Q: 3 clusters Score -137832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -137835.765625 Penalty: 3647.128418
	Iteration 30Q: 3 clusters Score -137835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -137835.765625 Penalty: 3647.128418
	Iteration 31F: 3 clusters Score -137835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 19966 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 8264 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 8638 members 
Mstep: Class 34 contains 13619 members 
Mstep: Class 35 contains 21883 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 5839 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Mstep: Class 48 contains 4142 members 
Mstep: Class 49 contains 3788 members 
Mstep: Class 50 contains 5927 members 
Mstep: Class 51 contains 2053 members 
Mstep: Class 52 contains 34385 members 
Mstep: Class 53 contains 2173 members 
Mstep: Class 54 contains 10954 members 
Mstep: Class 55 contains 9583 members 
Mstep: Class 56 contains 19241 members 
Mstep: Class 57 contains 41671 members 
Mstep: Class 58 contains 437 members 
Entering Unmasked Estep 
Score: -154445168.000000 Penalty: 202641.078125
Splitting cluster 36 changes total score from -154380224.000000 to -154445168.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 37 (5839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Entering Unmasked Estep 
Score: -578881.187500 Penalty: 2150.734131
	Iteration 0F: 2 clusters Score -578881.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -573940.875000 Penalty: 4301.468262
	Iteration 0F: 3 clusters Score -573940.9 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -576094.812500 Penalty: 4301.468262
	Iteration 1F: 3 clusters Score -576094.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -577241.187500 Penalty: 4301.468262
	Iteration 2F: 3 clusters Score -577241.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -577968.375000 Penalty: 4301.468262
	Iteration 3F: 3 clusters Score -577968.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -578562.750000 Penalty: 4301.468262
	Iteration 4F: 3 clusters Score -578562.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -579090.062500 Penalty: 4301.468262
	Iteration 5F: 3 clusters Score -579090.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -579496.500000 Penalty: 4301.468262
	Iteration 6F: 3 clusters Score -579496.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -579756.875000 Penalty: 4301.468262
	Iteration 7Q: 3 clusters Score -579756.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -579920.375000 Penalty: 4301.468262
	Iteration 8Q: 3 clusters Score -579920.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -580047.500000 Penalty: 4301.468262
	Iteration 9Q: 3 clusters Score -580047.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -580126.062500 Penalty: 4301.468262
	Iteration 10Q: 3 clusters Score -580126.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -580190.375000 Penalty: 4301.468262
	Iteration 11Q: 3 clusters Score -580190.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -580243.875000 Penalty: 4301.468262
	Iteration 12Q: 3 clusters Score -580243.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -580285.000000 Penalty: 4301.468262
	Iteration 13Q: 3 clusters Score -580285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -580327.062500 Penalty: 4301.468262
	Iteration 14Q: 3 clusters Score -580327.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -580349.125000 Penalty: 4301.468262
	Iteration 15Q: 3 clusters Score -580349.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -580366.062500 Penalty: 4301.468262
	Iteration 16Q: 3 clusters Score -580366.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -580377.437500 Penalty: 4301.468262
	Iteration 17Q: 3 clusters Score -580377.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -580385.562500 Penalty: 4301.468262
	Iteration 18Q: 3 clusters Score -580385.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -580391.625000 Penalty: 4301.468262
	Iteration 19Q: 3 clusters Score -580391.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -580398.000000 Penalty: 4301.468262
	Iteration 20F: 3 clusters Score -580398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -580402.437500 Penalty: 4301.468262
	Iteration 21Q: 3 clusters Score -580402.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -580406.500000 Penalty: 4301.468262
	Iteration 22Q: 3 clusters Score -580406.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -580405.875000 Penalty: 4301.468262
	Iteration 23Q: 3 clusters Score -580405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -580406.312500 Penalty: 4301.468262
	Iteration 24Q: 3 clusters Score -580406.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -580407.625000 Penalty: 4301.468262
	Iteration 25Q: 3 clusters Score -580407.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -580407.625000 Penalty: 4301.468262
	Iteration 26F: 3 clusters Score -580407.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 19966 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 8264 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 8638 members 
Mstep: Class 34 contains 13619 members 
Mstep: Class 35 contains 21883 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 4864 members 
Mstep: Class 38 contains 14545 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Mstep: Class 48 contains 4142 members 
Mstep: Class 49 contains 3788 members 
Mstep: Class 50 contains 5927 members 
Mstep: Class 51 contains 2053 members 
Mstep: Class 52 contains 34385 members 
Mstep: Class 53 contains 2173 members 
Mstep: Class 54 contains 10954 members 
Mstep: Class 55 contains 9583 members 
Mstep: Class 56 contains 19241 members 
Mstep: Class 57 contains 41671 members 
Mstep: Class 58 contains 437 members 
Mstep: Class 59 contains 975 members 
Entering Unmasked Estep 
Score: -154444480.000000 Penalty: 206134.890625
Splitting cluster 37 changes total score from -154380224.000000 to -154444480.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 38 (14545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Entering Unmasked Estep 
Score: -1719823.875000 Penalty: 2377.080811
	Iteration 0F: 2 clusters Score -1719824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1709200.375000 Penalty: 4754.161621
	Iteration 0F: 3 clusters Score -1709200 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1712750.875000 Penalty: 4754.161621
	Iteration 1F: 3 clusters Score -1712751 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1713412.000000 Penalty: 4754.161621
	Iteration 2F: 3 clusters Score -1713412 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1714278.750000 Penalty: 4754.161621
	Iteration 3F: 3 clusters Score -1714279 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1715449.500000 Penalty: 4754.161621
	Iteration 4F: 3 clusters Score -1715450 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1716777.625000 Penalty: 4754.161621
	Iteration 5F: 3 clusters Score -1716778 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1718016.625000 Penalty: 4754.161621
	Iteration 6F: 3 clusters Score -1718017 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1718930.375000 Penalty: 4754.161621
	Iteration 7F: 3 clusters Score -1718930 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1719449.500000 Penalty: 4754.161621
	Iteration 8Q: 3 clusters Score -1719450 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1719698.125000 Penalty: 4754.161621
	Iteration 9Q: 3 clusters Score -1719698 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1719832.125000 Penalty: 4754.161621
	Iteration 10Q: 3 clusters Score -1719832 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1719913.875000 Penalty: 4754.161621
	Iteration 11Q: 3 clusters Score -1719914 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1719990.375000 Penalty: 4754.161621
	Iteration 12Q: 3 clusters Score -1719990 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1720052.625000 Penalty: 4754.161621
	Iteration 13Q: 3 clusters Score -1720053 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1720106.625000 Penalty: 4754.161621
	Iteration 14Q: 3 clusters Score -1720107 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1720139.875000 Penalty: 4754.161621
	Iteration 15Q: 3 clusters Score -1720140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1720166.375000 Penalty: 4754.161621
	Iteration 16Q: 3 clusters Score -1720166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1720184.000000 Penalty: 4754.161621
	Iteration 17Q: 3 clusters Score -1720184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1720197.875000 Penalty: 4754.161621
	Iteration 18Q: 3 clusters Score -1720198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1720209.625000 Penalty: 4754.161621
	Iteration 19Q: 3 clusters Score -1720210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1720231.625000 Penalty: 4754.161621
	Iteration 20F: 3 clusters Score -1720232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1720240.625000 Penalty: 4754.161621
	Iteration 21Q: 3 clusters Score -1720241 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1720258.375000 Penalty: 4754.161621
	Iteration 22Q: 3 clusters Score -1720258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1720275.375000 Penalty: 4754.161621
	Iteration 23Q: 3 clusters Score -1720275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1720293.000000 Penalty: 4754.161621
	Iteration 24Q: 3 clusters Score -1720293 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1720314.125000 Penalty: 4754.161621
	Iteration 25Q: 3 clusters Score -1720314 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1720349.500000 Penalty: 4754.161621
	Iteration 26Q: 3 clusters Score -1720350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1720403.500000 Penalty: 4754.161621
	Iteration 27Q: 3 clusters Score -1720404 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1720495.875000 Penalty: 4754.161621
	Iteration 28Q: 3 clusters Score -1720496 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1720660.250000 Penalty: 4754.161621
	Iteration 29Q: 3 clusters Score -1720660 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1720845.250000 Penalty: 4754.161621
	Iteration 30Q: 3 clusters Score -1720845 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1721078.000000 Penalty: 4754.161621
	Iteration 31Q: 3 clusters Score -1721078 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1721322.250000 Penalty: 4754.161621
	Iteration 32Q: 3 clusters Score -1721322 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1721606.000000 Penalty: 4754.161621
	Iteration 33Q: 3 clusters Score -1721606 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1721830.625000 Penalty: 4754.161621
	Iteration 34Q: 3 clusters Score -1721831 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1721931.375000 Penalty: 4754.161621
	Iteration 35Q: 3 clusters Score -1721931 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1721969.875000 Penalty: 4754.161621
	Iteration 36Q: 3 clusters Score -1721970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1721988.250000 Penalty: 4754.161621
	Iteration 37Q: 3 clusters Score -1721988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1721998.250000 Penalty: 4754.161621
	Iteration 38Q: 3 clusters Score -1721998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1721998.250000 Penalty: 4754.161621
	Iteration 39Q: 3 clusters Score -1721998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1722004.250000 Penalty: 4754.161621
	Iteration 40F: 3 clusters Score -1722004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1722001.875000 Penalty: 4754.161621
	Iteration 41Q: 3 clusters Score -1722002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1722003.875000 Penalty: 4754.161621
	Iteration 42Q: 3 clusters Score -1722004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1722003.375000 Penalty: 4754.161621
	Iteration 43Q: 3 clusters Score -1722003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1722004.250000 Penalty: 4754.161621
	Iteration 44Q: 3 clusters Score -1722004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1722006.250000 Penalty: 4754.161621
	Iteration 45Q: 3 clusters Score -1722006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1722005.500000 Penalty: 4754.161621
	Iteration 46Q: 3 clusters Score -1722006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1722005.875000 Penalty: 4754.161621
	Iteration 47Q: 3 clusters Score -1722006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1722005.625000 Penalty: 4754.161621
	Iteration 48Q: 3 clusters Score -1722006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1722005.625000 Penalty: 4754.161621
	Iteration 49F: 3 clusters Score -1722006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 19966 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 8264 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 8638 members 
Mstep: Class 34 contains 13619 members 
Mstep: Class 35 contains 21883 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 4864 members 
Mstep: Class 38 contains 9286 members 
Mstep: Class 39 contains 32285 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Mstep: Class 48 contains 4142 members 
Mstep: Class 49 contains 3788 members 
Mstep: Class 50 contains 5927 members 
Mstep: Class 51 contains 2053 members 
Mstep: Class 52 contains 34385 members 
Mstep: Class 53 contains 2173 members 
Mstep: Class 54 contains 10954 members 
Mstep: Class 55 contains 9583 members 
Mstep: Class 56 contains 19241 members 
Mstep: Class 57 contains 41671 members 
Mstep: Class 58 contains 437 members 
Mstep: Class 59 contains 975 members 
Mstep: Class 60 contains 5259 members 
Entering Unmasked Estep 
Score: -154445344.000000 Penalty: 209628.703125
Splitting cluster 38 changes total score from -154380224.000000 to -154445344.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 39 (32285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Entering Unmasked Estep 
Score: -3913157.000000 Penalty: 2574.824707
	Iteration 0F: 2 clusters Score -3913157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3891202.750000 Penalty: 5149.649414
	Iteration 0F: 3 clusters Score -3891203 nChanged 14558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3899191.500000 Penalty: 5149.649414
	Iteration 1F: 3 clusters Score -3899192 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3899862.500000 Penalty: 5149.649414
	Iteration 2Q: 3 clusters Score -3899862 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3900650.750000 Penalty: 5149.649414
	Iteration 3Q: 3 clusters Score -3900651 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3901551.750000 Penalty: 5149.649414
	Iteration 4F: 3 clusters Score -3901552 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3902514.750000 Penalty: 5149.649414
	Iteration 5F: 3 clusters Score -3902515 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3903357.250000 Penalty: 5149.649414
	Iteration 6F: 3 clusters Score -3903357 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -3904121.750000 Penalty: 5149.649414
	Iteration 7Q: 3 clusters Score -3904122 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3904980.250000 Penalty: 5149.649414
	Iteration 8Q: 3 clusters Score -3904980 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3906014.500000 Penalty: 5149.649414
	Iteration 9F: 3 clusters Score -3906014 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3907500.500000 Penalty: 5149.649414
	Iteration 10F: 3 clusters Score -3907500 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3909184.250000 Penalty: 5149.649414
	Iteration 11F: 3 clusters Score -3909184 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3910622.500000 Penalty: 5149.649414
	Iteration 12F: 3 clusters Score -3910622 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -3911664.250000 Penalty: 5149.649414
	Iteration 13Q: 3 clusters Score -3911664 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3912413.500000 Penalty: 5149.649414
	Iteration 14Q: 3 clusters Score -3912414 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3912901.750000 Penalty: 5149.649414
	Iteration 15Q: 3 clusters Score -3912902 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -3913085.750000 Penalty: 5149.649414
	Iteration 16Q: 3 clusters Score -3913086 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -3913151.750000 Penalty: 5149.649414
	Iteration 17Q: 3 clusters Score -3913152 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -3913174.000000 Penalty: 5149.649414
	Iteration 18Q: 3 clusters Score -3913174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -3913192.250000 Penalty: 5149.649414
	Iteration 19Q: 3 clusters Score -3913192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -3913194.000000 Penalty: 5149.649414
	Iteration 20F: 3 clusters Score -3913194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -3913192.000000 Penalty: 5149.649414
	Iteration 21Q: 3 clusters Score -3913192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -3913194.500000 Penalty: 5149.649414
	Iteration 22Q: 3 clusters Score -3913194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -3913201.250000 Penalty: 5149.649414
	Iteration 23Q: 3 clusters Score -3913201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -3913208.500000 Penalty: 5149.649414
	Iteration 24Q: 3 clusters Score -3913208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -3913206.750000 Penalty: 5149.649414
	Iteration 25Q: 3 clusters Score -3913207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -3913208.750000 Penalty: 5149.649414
	Iteration 26Q: 3 clusters Score -3913209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -3913204.750000 Penalty: 5149.649414
	Iteration 27Q: 3 clusters Score -3913205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -3913207.000000 Penalty: 5149.649414
	Iteration 28Q: 3 clusters Score -3913207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3913204.250000 Penalty: 5149.649414
	Iteration 29Q: 3 clusters Score -3913204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -3913205.250000 Penalty: 5149.649414
	Iteration 30Q: 3 clusters Score -3913205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -3913207.750000 Penalty: 5149.649414
	Iteration 31Q: 3 clusters Score -3913208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -3913214.500000 Penalty: 5149.649414
	Iteration 32Q: 3 clusters Score -3913214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -3913212.250000 Penalty: 5149.649414
	Iteration 33Q: 3 clusters Score -3913212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -3913214.000000 Penalty: 5149.649414
	Iteration 34Q: 3 clusters Score -3913214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -3913216.000000 Penalty: 5149.649414
	Iteration 35Q: 3 clusters Score -3913216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -3913216.500000 Penalty: 5149.649414
	Iteration 36Q: 3 clusters Score -3913216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -3913216.500000 Penalty: 5149.649414
	Iteration 37F: 3 clusters Score -3913216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 19966 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 8264 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 8638 members 
Mstep: Class 34 contains 13619 members 
Mstep: Class 35 contains 21883 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 4864 members 
Mstep: Class 38 contains 9286 members 
Mstep: Class 39 contains 1401 members 
Mstep: Class 40 contains 4477 members 
Mstep: Class 41 contains 1542 members 
Mstep: Class 42 contains 4920 members 
Mstep: Class 43 contains 2302 members 
Mstep: Class 44 contains 31720 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 1974 members 
Mstep: Class 47 contains 2293 members 
Mstep: Class 48 contains 4142 members 
Mstep: Class 49 contains 3788 members 
Mstep: Class 50 contains 5927 members 
Mstep: Class 51 contains 2053 members 
Mstep: Class 52 contains 34385 members 
Mstep: Class 53 contains 2173 members 
Mstep: Class 54 contains 10954 members 
Mstep: Class 55 contains 9583 members 
Mstep: Class 56 contains 19241 members 
Mstep: Class 57 contains 41671 members 
Mstep: Class 58 contains 437 members 
Mstep: Class 59 contains 975 members 
Mstep: Class 60 contains 5259 members 
Mstep: Class 61 contains 30884 members 
Entering Unmasked Estep 
Score: -154444480.000000 Penalty: 213122.515625
Splitting cluster 39 changes total score from -154380224.000000 to -154444480.000000
So it's getting split into cluster 61.
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 235500 members 
Mstep: Class 3 contains 91526 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 16502 members 
Mstep: Class 6 contains 75573 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 96851 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 137335 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 8773 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 97993 members 
Mstep: Class 24 contains 1838 members 
Mstep: Class 25 contains 19966 members 
Mstep: Class 26 contains 8210 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 5781 members 
Mstep: Class 29 contains 8264 members 
Mstep: Class 30 contains 14607 members 
Mstep: Class 31 contains 37951 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 8638 members 
Mstep: Class 34 contains 13619 members 
Mstep: Class 35 contains 21883 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 4864 members 
Mstep: Class 38 contains 9286 members 
Mstep: Class 39 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154457264.000000 Penalty: 213122.515625
Iteration 79Q: 62 clusters Score -1.544573e+08 nChanged 15861
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 236029 members 
Mstep: Class 3 contains 91677 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 16874 members 
Mstep: Class 6 contains 76251 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 7099 members 
Mstep: Class 9 contains 3461 members 
Mstep: Class 10 contains 5291 members 
Mstep: Class 11 contains 7379 members 
Mstep: Class 12 contains 96883 members 
Mstep: Class 13 contains 4092 members 
Mstep: Class 14 contains 26315 members 
Mstep: Class 15 contains 137516 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 14593 members 
Mstep: Class 18 contains 3960 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 8764 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 22 contains 6836 members 
Mstep: Class 23 contains 98431 members 
Mstep: Class 24 contains 1898 members 
Mstep: Class 25 contains 20464 members 
Mstep: Class 26 contains 8364 members 
Mstep: Class 27 contains 14086 members 
Mstep: Class 28 contains 5742 members 
Mstep: Class 29 contains 8366 members 
Mstep: Class 30 contains 14803 members 
Mstep: Class 31 contains 38109 members 
Mstep: Class 32 contains 17349 members 
Mstep: Class 33 contains 8602 members 
Mstep: Class 34 contains 13563 members 
Mstep: Class 35 contains 22028 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 5211 members 
Mstep: Class 38 contains 9302 members 
Mstep: Class 39 contains 1416 members 
Mstep: Class 40 contains 4543 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 4939 members 
Mstep: Class 43 contains 2320 members 
Mstep: Class 44 contains 31436 members 
Mstep: Class 45 contains 5583 members 
Mstep: Class 46 contains 1959 members 
Mstep: Class 47 contains 2260 members 
Mstep: Class 48 contains 4096 members 
Mstep: Class 49 contains 3651 members 
Mstep: Class 50 contains 5680 members 
Mstep: Class 51 contains 1797 members 
Mstep: Class 52 contains 32453 members 
Mstep: Class 53 contains 2295 members 
Mstep: Class 54 contains 10558 members 
Mstep: Class 55 contains 9156 members 
Mstep: Class 56 contains 18234 members 
Mstep: Class 57 contains 41157 members 
Mstep: Class 58 contains 436 members 
Mstep: Class 59 contains 952 members 
Mstep: Class 60 contains 4972 members 
Mstep: Class 61 contains 30536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154467488.000000 Penalty: 213122.515625
Iteration 80F: 62 clusters Score -1.544675e+08 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 236142 members 
Mstep: Class 3 contains 91329 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 17187 members 
Mstep: Class 6 contains 76175 members 
Mstep: Class 7 contains 940 members 
Mstep: Class 8 contains 7109 members 
Mstep: Class 9 contains 3429 members 
Mstep: Class 10 contains 5325 members 
Mstep: Class 11 contains 7346 members 
Mstep: Class 12 contains 96734 members 
Mstep: Class 13 contains 4117 members 
Mstep: Class 14 contains 26111 members 
Mstep: Class 15 contains 137208 members 
Mstep: Class 16 contains 5644 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 3955 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 8720 members 
Mstep: Class 21 contains 2897 members 
Mstep: Class 22 contains 6637 members 
Mstep: Class 23 contains 98027 members 
Mstep: Class 24 contains 1911 members 
Mstep: Class 25 contains 20546 members 
Mstep: Class 26 contains 8234 members 
Mstep: Class 27 contains 13982 members 
Mstep: Class 28 contains 5688 members 
Mstep: Class 29 contains 8240 members 
Mstep: Class 30 contains 14564 members 
Mstep: Class 31 contains 38047 members 
Mstep: Class 32 contains 17245 members 
Mstep: Class 33 contains 8615 members 
Mstep: Class 34 contains 13545 members 
Mstep: Class 35 contains 22140 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 5227 members 
Mstep: Class 38 contains 9269 members 
Mstep: Class 39 contains 1414 members 
Mstep: Class 40 contains 4545 members 
Mstep: Class 41 contains 1348 members 
Mstep: Class 42 contains 4980 members 
Mstep: Class 43 contains 2386 members 
Mstep: Class 44 contains 31583 members 
Mstep: Class 45 contains 5492 members 
Mstep: Class 46 contains 1985 members 
Mstep: Class 47 contains 2256 members 
Mstep: Class 48 contains 4517 members 
Mstep: Class 49 contains 3767 members 
Mstep: Class 50 contains 5961 members 
Mstep: Class 51 contains 1748 members 
Mstep: Class 52 contains 32246 members 
Mstep: Class 53 contains 2358 members 
Mstep: Class 54 contains 10534 members 
Mstep: Class 55 contains 9531 members 
Mstep: Class 56 contains 17817 members 
Mstep: Class 57 contains 41228 members 
Mstep: Class 58 contains 475 members 
Mstep: Class 59 contains 990 members 
Mstep: Class 60 contains 5223 members 
Mstep: Class 61 contains 30894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154471152.000000 Penalty: 213122.515625
Iteration 81Q: 62 clusters Score -1.544712e+08 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 236193 members 
Mstep: Class 3 contains 91180 members 
Mstep: Class 4 contains 5614 members 
Mstep: Class 5 contains 17484 members 
Mstep: Class 6 contains 76220 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 3416 members 
Mstep: Class 10 contains 5367 members 
Mstep: Class 11 contains 7340 members 
Mstep: Class 12 contains 96617 members 
Mstep: Class 13 contains 4149 members 
Mstep: Class 14 contains 25963 members 
Mstep: Class 15 contains 137040 members 
Mstep: Class 16 contains 5907 members 
Mstep: Class 17 contains 14688 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 8691 members 
Mstep: Class 21 contains 2934 members 
Mstep: Class 22 contains 6451 members 
Mstep: Class 23 contains 97799 members 
Mstep: Class 24 contains 1934 members 
Mstep: Class 25 contains 20661 members 
Mstep: Class 26 contains 8156 members 
Mstep: Class 27 contains 13917 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 8166 members 
Mstep: Class 30 contains 14467 members 
Mstep: Class 31 contains 38012 members 
Mstep: Class 32 contains 17191 members 
Mstep: Class 33 contains 8645 members 
Mstep: Class 34 contains 13563 members 
Mstep: Class 35 contains 22263 members 
Mstep: Class 36 contains 1159 members 
Mstep: Class 37 contains 5239 members 
Mstep: Class 38 contains 9282 members 
Mstep: Class 39 contains 1419 members 
Mstep: Class 40 contains 4522 members 
Mstep: Class 41 contains 1311 members 
Mstep: Class 42 contains 5033 members 
Mstep: Class 43 contains 2427 members 
Mstep: Class 44 contains 31645 members 
Mstep: Class 45 contains 5411 members 
Mstep: Class 46 contains 1989 members 
Mstep: Class 47 contains 2252 members 
Mstep: Class 48 contains 4753 members 
Mstep: Class 49 contains 3834 members 
Mstep: Class 50 contains 6099 members 
Mstep: Class 51 contains 1749 members 
Mstep: Class 52 contains 31879 members 
Mstep: Class 53 contains 2389 members 
Mstep: Class 54 contains 10497 members 
Mstep: Class 55 contains 9692 members 
Mstep: Class 56 contains 17424 members 
Mstep: Class 57 contains 41233 members 
Mstep: Class 58 contains 478 members 
Mstep: Class 59 contains 1012 members 
Mstep: Class 60 contains 5329 members 
Mstep: Class 61 contains 31022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154474240.000000 Penalty: 213122.515625
Iteration 82Q: 62 clusters Score -1.544742e+08 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 236186 members 
Mstep: Class 3 contains 91090 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 17735 members 
Mstep: Class 6 contains 76292 members 
Mstep: Class 7 contains 1065 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 5398 members 
Mstep: Class 11 contains 7343 members 
Mstep: Class 12 contains 96533 members 
Mstep: Class 13 contains 4177 members 
Mstep: Class 14 contains 25831 members 
Mstep: Class 15 contains 136924 members 
Mstep: Class 16 contains 6148 members 
Mstep: Class 17 contains 14730 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 8674 members 
Mstep: Class 21 contains 2958 members 
Mstep: Class 22 contains 6316 members 
Mstep: Class 23 contains 97642 members 
Mstep: Class 24 contains 1967 members 
Mstep: Class 25 contains 20767 members 
Mstep: Class 26 contains 8118 members 
Mstep: Class 27 contains 13858 members 
Mstep: Class 28 contains 5644 members 
Mstep: Class 29 contains 8124 members 
Mstep: Class 30 contains 14369 members 
Mstep: Class 31 contains 37997 members 
Mstep: Class 32 contains 17162 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 13637 members 
Mstep: Class 35 contains 22367 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 5249 members 
Mstep: Class 38 contains 9296 members 
Mstep: Class 39 contains 1424 members 
Mstep: Class 40 contains 4492 members 
Mstep: Class 41 contains 1283 members 
Mstep: Class 42 contains 5109 members 
Mstep: Class 43 contains 2446 members 
Mstep: Class 44 contains 31662 members 
Mstep: Class 45 contains 5316 members 
Mstep: Class 46 contains 1993 members 
Mstep: Class 47 contains 2252 members 
Mstep: Class 48 contains 4902 members 
Mstep: Class 49 contains 3890 members 
Mstep: Class 50 contains 6200 members 
Mstep: Class 51 contains 1757 members 
Mstep: Class 52 contains 31508 members 
Mstep: Class 53 contains 2413 members 
Mstep: Class 54 contains 10471 members 
Mstep: Class 55 contains 9788 members 
Mstep: Class 56 contains 17058 members 
Mstep: Class 57 contains 41212 members 
Mstep: Class 58 contains 477 members 
Mstep: Class 59 contains 1024 members 
Mstep: Class 60 contains 5398 members 
Mstep: Class 61 contains 31090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154475456.000000 Penalty: 213122.515625
Iteration 83Q: 62 clusters Score -1.544755e+08 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 236152 members 
Mstep: Class 3 contains 91043 members 
Mstep: Class 4 contains 5586 members 
Mstep: Class 5 contains 17944 members 
Mstep: Class 6 contains 76316 members 
Mstep: Class 7 contains 1110 members 
Mstep: Class 8 contains 7310 members 
Mstep: Class 9 contains 3403 members 
Mstep: Class 10 contains 5427 members 
Mstep: Class 11 contains 7343 members 
Mstep: Class 12 contains 96466 members 
Mstep: Class 13 contains 4193 members 
Mstep: Class 14 contains 25720 members 
Mstep: Class 15 contains 136837 members 
Mstep: Class 16 contains 6373 members 
Mstep: Class 17 contains 14768 members 
Mstep: Class 18 contains 3947 members 
Mstep: Class 19 contains 1201 members 
Mstep: Class 20 contains 8650 members 
Mstep: Class 21 contains 2980 members 
Mstep: Class 22 contains 6193 members 
Mstep: Class 23 contains 97512 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 20869 members 
Mstep: Class 26 contains 8076 members 
Mstep: Class 27 contains 13804 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 8092 members 
Mstep: Class 30 contains 14332 members 
Mstep: Class 31 contains 37979 members 
Mstep: Class 32 contains 17139 members 
Mstep: Class 33 contains 8695 members 
Mstep: Class 34 contains 13703 members 
Mstep: Class 35 contains 22453 members 
Mstep: Class 36 contains 1150 members 
Mstep: Class 37 contains 5253 members 
Mstep: Class 38 contains 9310 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4470 members 
Mstep: Class 41 contains 1255 members 
Mstep: Class 42 contains 5195 members 
Mstep: Class 43 contains 2451 members 
Mstep: Class 44 contains 31683 members 
Mstep: Class 45 contains 5225 members 
Mstep: Class 46 contains 1993 members 
Mstep: Class 47 contains 2249 members 
Mstep: Class 48 contains 5014 members 
Mstep: Class 49 contains 3943 members 
Mstep: Class 50 contains 6276 members 
Mstep: Class 51 contains 1775 members 
Mstep: Class 52 contains 31255 members 
Mstep: Class 53 contains 2448 members 
Mstep: Class 54 contains 10449 members 
Mstep: Class 55 contains 9837 members 
Mstep: Class 56 contains 16725 members 
Mstep: Class 57 contains 41205 members 
Mstep: Class 58 contains 477 members 
Mstep: Class 59 contains 1027 members 
Mstep: Class 60 contains 5451 members 
Mstep: Class 61 contains 31120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154476736.000000 Penalty: 213122.515625
Iteration 84Q: 62 clusters Score -1.544767e+08 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 236097 members 
Mstep: Class 3 contains 91007 members 
Mstep: Class 4 contains 5568 members 
Mstep: Class 5 contains 18151 members 
Mstep: Class 6 contains 76342 members 
Mstep: Class 7 contains 1156 members 
Mstep: Class 8 contains 7411 members 
Mstep: Class 9 contains 3398 members 
Mstep: Class 10 contains 5450 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 96409 members 
Mstep: Class 13 contains 4214 members 
Mstep: Class 14 contains 25635 members 
Mstep: Class 15 contains 136763 members 
Mstep: Class 16 contains 6589 members 
Mstep: Class 17 contains 14812 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 19 contains 1220 members 
Mstep: Class 20 contains 8639 members 
Mstep: Class 21 contains 3002 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 97417 members 
Mstep: Class 24 contains 1999 members 
Mstep: Class 25 contains 20959 members 
Mstep: Class 26 contains 8048 members 
Mstep: Class 27 contains 13764 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 8078 members 
Mstep: Class 30 contains 14301 members 
Mstep: Class 31 contains 37964 members 
Mstep: Class 32 contains 17127 members 
Mstep: Class 33 contains 8704 members 
Mstep: Class 34 contains 13770 members 
Mstep: Class 35 contains 22506 members 
Mstep: Class 36 contains 1150 members 
Mstep: Class 37 contains 5251 members 
Mstep: Class 38 contains 9320 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4449 members 
Mstep: Class 41 contains 1234 members 
Mstep: Class 42 contains 5315 members 
Mstep: Class 43 contains 2450 members 
Mstep: Class 44 contains 31680 members 
Mstep: Class 45 contains 5103 members 
Mstep: Class 46 contains 1999 members 
Mstep: Class 47 contains 2247 members 
Mstep: Class 48 contains 5093 members 
Mstep: Class 49 contains 3968 members 
Mstep: Class 50 contains 6334 members 
Mstep: Class 51 contains 1798 members 
Mstep: Class 52 contains 30966 members 
Mstep: Class 53 contains 2463 members 
Mstep: Class 54 contains 10431 members 
Mstep: Class 55 contains 9890 members 
Mstep: Class 56 contains 16421 members 
Mstep: Class 57 contains 41187 members 
Mstep: Class 58 contains 477 members 
Mstep: Class 59 contains 1027 members 
Mstep: Class 60 contains 5489 members 
Mstep: Class 61 contains 31142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154477424.000000 Penalty: 213122.515625
Iteration 85Q: 62 clusters Score -1.544774e+08 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 236026 members 
Mstep: Class 3 contains 90980 members 
Mstep: Class 4 contains 5562 members 
Mstep: Class 5 contains 18333 members 
Mstep: Class 6 contains 76351 members 
Mstep: Class 7 contains 1193 members 
Mstep: Class 8 contains 7516 members 
Mstep: Class 9 contains 3396 members 
Mstep: Class 10 contains 5466 members 
Mstep: Class 11 contains 7352 members 
Mstep: Class 12 contains 96366 members 
Mstep: Class 13 contains 4235 members 
Mstep: Class 14 contains 25583 members 
Mstep: Class 15 contains 136710 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 8630 members 
Mstep: Class 21 contains 3023 members 
Mstep: Class 22 contains 6024 members 
Mstep: Class 23 contains 97371 members 
Mstep: Class 24 contains 2006 members 
Mstep: Class 25 contains 21058 members 
Mstep: Class 26 contains 8028 members 
Mstep: Class 27 contains 13729 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 8055 members 
Mstep: Class 30 contains 14286 members 
Mstep: Class 31 contains 37954 members 
Mstep: Class 32 contains 17109 members 
Mstep: Class 33 contains 8711 members 
Mstep: Class 34 contains 13832 members 
Mstep: Class 35 contains 22548 members 
Mstep: Class 36 contains 1150 members 
Mstep: Class 37 contains 5244 members 
Mstep: Class 38 contains 9327 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4438 members 
Mstep: Class 41 contains 1217 members 
Mstep: Class 42 contains 5447 members 
Mstep: Class 43 contains 2456 members 
Mstep: Class 44 contains 31681 members 
Mstep: Class 45 contains 4951 members 
Mstep: Class 46 contains 2000 members 
Mstep: Class 47 contains 2244 members 
Mstep: Class 48 contains 5168 members 
Mstep: Class 49 contains 3982 members 
Mstep: Class 50 contains 6373 members 
Mstep: Class 51 contains 1803 members 
Mstep: Class 52 contains 30662 members 
Mstep: Class 53 contains 2478 members 
Mstep: Class 54 contains 10419 members 
Mstep: Class 55 contains 9935 members 
Mstep: Class 56 contains 16134 members 
Mstep: Class 57 contains 41166 members 
Mstep: Class 58 contains 477 members 
Mstep: Class 59 contains 1037 members 
Mstep: Class 60 contains 5516 members 
Mstep: Class 61 contains 31148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154477504.000000 Penalty: 213122.515625
Iteration 86Q: 62 clusters Score -1.544775e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 235934 members 
Mstep: Class 3 contains 90968 members 
Mstep: Class 4 contains 5560 members 
Mstep: Class 5 contains 18502 members 
Mstep: Class 6 contains 76359 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 7613 members 
Mstep: Class 9 contains 3388 members 
Mstep: Class 10 contains 5482 members 
Mstep: Class 11 contains 7356 members 
Mstep: Class 12 contains 96327 members 
Mstep: Class 13 contains 4255 members 
Mstep: Class 14 contains 25518 members 
Mstep: Class 15 contains 136668 members 
Mstep: Class 16 contains 7056 members 
Mstep: Class 17 contains 14887 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 1241 members 
Mstep: Class 20 contains 8621 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 5971 members 
Mstep: Class 23 contains 97347 members 
Mstep: Class 24 contains 2008 members 
Mstep: Class 25 contains 21191 members 
Mstep: Class 26 contains 8025 members 
Mstep: Class 27 contains 13682 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 14287 members 
Mstep: Class 31 contains 37946 members 
Mstep: Class 32 contains 17103 members 
Mstep: Class 33 contains 8717 members 
Mstep: Class 34 contains 13900 members 
Mstep: Class 35 contains 22580 members 
Mstep: Class 36 contains 1150 members 
Mstep: Class 37 contains 5237 members 
Mstep: Class 38 contains 9336 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4428 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 5566 members 
Mstep: Class 43 contains 2467 members 
Mstep: Class 44 contains 31669 members 
Mstep: Class 45 contains 4826 members 
Mstep: Class 46 contains 2002 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 5207 members 
Mstep: Class 49 contains 3998 members 
Mstep: Class 50 contains 6404 members 
Mstep: Class 51 contains 1816 members 
Mstep: Class 52 contains 30381 members 
Mstep: Class 53 contains 2494 members 
Mstep: Class 54 contains 10402 members 
Mstep: Class 55 contains 9964 members 
Mstep: Class 56 contains 15808 members 
Mstep: Class 57 contains 41140 members 
Mstep: Class 58 contains 477 members 
Mstep: Class 59 contains 1040 members 
Mstep: Class 60 contains 5533 members 
Mstep: Class 61 contains 31142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154478464.000000 Penalty: 213122.515625
Iteration 87Q: 62 clusters Score -1.544785e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 235851 members 
Mstep: Class 3 contains 90949 members 
Mstep: Class 4 contains 5555 members 
Mstep: Class 5 contains 18657 members 
Mstep: Class 6 contains 76385 members 
Mstep: Class 7 contains 1283 members 
Mstep: Class 8 contains 7703 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 96293 members 
Mstep: Class 13 contains 4273 members 
Mstep: Class 14 contains 25465 members 
Mstep: Class 15 contains 136643 members 
Mstep: Class 16 contains 7287 members 
Mstep: Class 17 contains 14920 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 1260 members 
Mstep: Class 20 contains 8614 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 5942 members 
Mstep: Class 23 contains 97335 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 21301 members 
Mstep: Class 26 contains 8034 members 
Mstep: Class 27 contains 13651 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 8024 members 
Mstep: Class 30 contains 14274 members 
Mstep: Class 31 contains 37942 members 
Mstep: Class 32 contains 17094 members 
Mstep: Class 33 contains 8723 members 
Mstep: Class 34 contains 13984 members 
Mstep: Class 35 contains 22581 members 
Mstep: Class 36 contains 1150 members 
Mstep: Class 37 contains 5231 members 
Mstep: Class 38 contains 9344 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4423 members 
Mstep: Class 41 contains 1193 members 
Mstep: Class 42 contains 5637 members 
Mstep: Class 43 contains 2470 members 
Mstep: Class 44 contains 31655 members 
Mstep: Class 45 contains 4757 members 
Mstep: Class 46 contains 2003 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 5243 members 
Mstep: Class 49 contains 4010 members 
Mstep: Class 50 contains 6430 members 
Mstep: Class 51 contains 1818 members 
Mstep: Class 52 contains 30099 members 
Mstep: Class 53 contains 2490 members 
Mstep: Class 54 contains 10387 members 
Mstep: Class 55 contains 9989 members 
Mstep: Class 56 contains 15491 members 
Mstep: Class 57 contains 41114 members 
Mstep: Class 58 contains 477 members 
Mstep: Class 59 contains 1037 members 
Mstep: Class 60 contains 5547 members 
Mstep: Class 61 contains 31147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154479328.000000 Penalty: 213122.515625
Iteration 88Q: 62 clusters Score -1.544793e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 235776 members 
Mstep: Class 3 contains 90927 members 
Mstep: Class 4 contains 5553 members 
Mstep: Class 5 contains 18791 members 
Mstep: Class 6 contains 76412 members 
Mstep: Class 7 contains 1321 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 7357 members 
Mstep: Class 12 contains 96259 members 
Mstep: Class 13 contains 4279 members 
Mstep: Class 14 contains 25423 members 
Mstep: Class 15 contains 136615 members 
Mstep: Class 16 contains 7518 members 
Mstep: Class 17 contains 14960 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 5902 members 
Mstep: Class 23 contains 97342 members 
Mstep: Class 24 contains 2017 members 
Mstep: Class 25 contains 21398 members 
Mstep: Class 26 contains 8024 members 
Mstep: Class 27 contains 13616 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 8020 members 
Mstep: Class 30 contains 14259 members 
Mstep: Class 31 contains 37949 members 
Mstep: Class 32 contains 17089 members 
Mstep: Class 33 contains 8725 members 
Mstep: Class 34 contains 14077 members 
Mstep: Class 35 contains 22583 members 
Mstep: Class 36 contains 1150 members 
Mstep: Class 37 contains 5241 members 
Mstep: Class 38 contains 9349 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4415 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 5712 members 
Mstep: Class 43 contains 2470 members 
Mstep: Class 44 contains 31659 members 
Mstep: Class 45 contains 4686 members 
Mstep: Class 46 contains 2003 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 5267 members 
Mstep: Class 49 contains 4019 members 
Mstep: Class 50 contains 6452 members 
Mstep: Class 51 contains 1819 members 
Mstep: Class 52 contains 29845 members 
Mstep: Class 53 contains 2491 members 
Mstep: Class 54 contains 10379 members 
Mstep: Class 55 contains 10025 members 
Mstep: Class 56 contains 15157 members 
Mstep: Class 57 contains 41092 members 
Mstep: Class 58 contains 479 members 
Mstep: Class 59 contains 1041 members 
Mstep: Class 60 contains 5558 members 
Mstep: Class 61 contains 31148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154479328.000000 Penalty: 213122.515625
Iteration 89Q: 62 clusters Score -1.544793e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 235695 members 
Mstep: Class 3 contains 90912 members 
Mstep: Class 4 contains 5549 members 
Mstep: Class 5 contains 18919 members 
Mstep: Class 6 contains 76449 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 7890 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 7357 members 
Mstep: Class 12 contains 96213 members 
Mstep: Class 13 contains 4288 members 
Mstep: Class 14 contains 25374 members 
Mstep: Class 15 contains 136595 members 
Mstep: Class 16 contains 7753 members 
Mstep: Class 17 contains 14989 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 1286 members 
Mstep: Class 20 contains 8591 members 
Mstep: Class 21 contains 3035 members 
Mstep: Class 22 contains 5866 members 
Mstep: Class 23 contains 97362 members 
Mstep: Class 24 contains 2019 members 
Mstep: Class 25 contains 21467 members 
Mstep: Class 26 contains 8023 members 
Mstep: Class 27 contains 13582 members 
Mstep: Class 28 contains 5627 members 
Mstep: Class 29 contains 8016 members 
Mstep: Class 30 contains 14231 members 
Mstep: Class 31 contains 37955 members 
Mstep: Class 32 contains 17091 members 
Mstep: Class 33 contains 8727 members 
Mstep: Class 34 contains 14163 members 
Mstep: Class 35 contains 22589 members 
Mstep: Class 36 contains 1150 members 
Mstep: Class 37 contains 5245 members 
Mstep: Class 38 contains 9360 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4401 members 
Mstep: Class 41 contains 1178 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 2474 members 
Mstep: Class 44 contains 31655 members 
Mstep: Class 45 contains 4630 members 
Mstep: Class 46 contains 2004 members 
Mstep: Class 47 contains 2241 members 
Mstep: Class 48 contains 5284 members 
Mstep: Class 49 contains 4026 members 
Mstep: Class 50 contains 6471 members 
Mstep: Class 51 contains 1826 members 
Mstep: Class 52 contains 29578 members 
Mstep: Class 53 contains 2498 members 
Mstep: Class 54 contains 10373 members 
Mstep: Class 55 contains 10044 members 
Mstep: Class 56 contains 14867 members 
Mstep: Class 57 contains 41077 members 
Mstep: Class 58 contains 480 members 
Mstep: Class 59 contains 1045 members 
Mstep: Class 60 contains 5570 members 
Mstep: Class 61 contains 31157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154479728.000000 Penalty: 213122.515625
Iteration 90Q: 62 clusters Score -1.544797e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 235618 members 
Mstep: Class 3 contains 90905 members 
Mstep: Class 4 contains 5546 members 
Mstep: Class 5 contains 19040 members 
Mstep: Class 6 contains 76468 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 7961 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 96167 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 25327 members 
Mstep: Class 15 contains 136587 members 
Mstep: Class 16 contains 7980 members 
Mstep: Class 17 contains 15020 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 1296 members 
Mstep: Class 20 contains 8574 members 
Mstep: Class 21 contains 3032 members 
Mstep: Class 22 contains 5833 members 
Mstep: Class 23 contains 97383 members 
Mstep: Class 24 contains 2019 members 
Mstep: Class 25 contains 21516 members 
Mstep: Class 26 contains 8013 members 
Mstep: Class 27 contains 13546 members 
Mstep: Class 28 contains 5626 members 
Mstep: Class 29 contains 8011 members 
Mstep: Class 30 contains 14218 members 
Mstep: Class 31 contains 37974 members 
Mstep: Class 32 contains 17096 members 
Mstep: Class 33 contains 8731 members 
Mstep: Class 34 contains 14259 members 
Mstep: Class 35 contains 22590 members 
Mstep: Class 36 contains 1149 members 
Mstep: Class 37 contains 5253 members 
Mstep: Class 38 contains 9373 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4383 members 
Mstep: Class 41 contains 1175 members 
Mstep: Class 42 contains 5809 members 
Mstep: Class 43 contains 2477 members 
Mstep: Class 44 contains 31651 members 
Mstep: Class 45 contains 4596 members 
Mstep: Class 46 contains 2004 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5302 members 
Mstep: Class 49 contains 4041 members 
Mstep: Class 50 contains 6483 members 
Mstep: Class 51 contains 1842 members 
Mstep: Class 52 contains 29329 members 
Mstep: Class 53 contains 2496 members 
Mstep: Class 54 contains 10366 members 
Mstep: Class 55 contains 10055 members 
Mstep: Class 56 contains 14592 members 
Mstep: Class 57 contains 41073 members 
Mstep: Class 58 contains 482 members 
Mstep: Class 59 contains 1043 members 
Mstep: Class 60 contains 5581 members 
Mstep: Class 61 contains 31159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154480784.000000 Penalty: 213122.515625
Iteration 91Q: 62 clusters Score -1.544808e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 235559 members 
Mstep: Class 3 contains 90903 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 19138 members 
Mstep: Class 6 contains 76493 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 8023 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 5509 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 96131 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 25282 members 
Mstep: Class 15 contains 136551 members 
Mstep: Class 16 contains 8142 members 
Mstep: Class 17 contains 15042 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 1307 members 
Mstep: Class 20 contains 8563 members 
Mstep: Class 21 contains 3031 members 
Mstep: Class 22 contains 5818 members 
Mstep: Class 23 contains 97410 members 
Mstep: Class 24 contains 2021 members 
Mstep: Class 25 contains 21560 members 
Mstep: Class 26 contains 8022 members 
Mstep: Class 27 contains 13508 members 
Mstep: Class 28 contains 5624 members 
Mstep: Class 29 contains 8005 members 
Mstep: Class 30 contains 14205 members 
Mstep: Class 31 contains 37999 members 
Mstep: Class 32 contains 17103 members 
Mstep: Class 33 contains 8734 members 
Mstep: Class 34 contains 14374 members 
Mstep: Class 35 contains 22583 members 
Mstep: Class 36 contains 1149 members 
Mstep: Class 37 contains 5264 members 
Mstep: Class 38 contains 9380 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4359 members 
Mstep: Class 41 contains 1176 members 
Mstep: Class 42 contains 5836 members 
Mstep: Class 43 contains 2477 members 
Mstep: Class 44 contains 31651 members 
Mstep: Class 45 contains 4569 members 
Mstep: Class 46 contains 2005 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5310 members 
Mstep: Class 49 contains 4056 members 
Mstep: Class 50 contains 6489 members 
Mstep: Class 51 contains 1864 members 
Mstep: Class 52 contains 29061 members 
Mstep: Class 53 contains 2497 members 
Mstep: Class 54 contains 10362 members 
Mstep: Class 55 contains 10066 members 
Mstep: Class 56 contains 14391 members 
Mstep: Class 57 contains 41059 members 
Mstep: Class 58 contains 482 members 
Mstep: Class 59 contains 1042 members 
Mstep: Class 60 contains 5589 members 
Mstep: Class 61 contains 31168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154481920.000000 Penalty: 213122.515625
Iteration 92Q: 62 clusters Score -1.544819e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 235502 members 
Mstep: Class 3 contains 90904 members 
Mstep: Class 4 contains 5536 members 
Mstep: Class 5 contains 19242 members 
Mstep: Class 6 contains 76501 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 8076 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 7348 members 
Mstep: Class 12 contains 96098 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 25243 members 
Mstep: Class 15 contains 136522 members 
Mstep: Class 16 contains 8305 members 
Mstep: Class 17 contains 15055 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 1321 members 
Mstep: Class 20 contains 8547 members 
Mstep: Class 21 contains 3035 members 
Mstep: Class 22 contains 5807 members 
Mstep: Class 23 contains 97432 members 
Mstep: Class 24 contains 2020 members 
Mstep: Class 25 contains 21605 members 
Mstep: Class 26 contains 8026 members 
Mstep: Class 27 contains 13459 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 8001 members 
Mstep: Class 30 contains 14204 members 
Mstep: Class 31 contains 38014 members 
Mstep: Class 32 contains 17112 members 
Mstep: Class 33 contains 8737 members 
Mstep: Class 34 contains 14511 members 
Mstep: Class 35 contains 22573 members 
Mstep: Class 36 contains 1149 members 
Mstep: Class 37 contains 5268 members 
Mstep: Class 38 contains 9391 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4335 members 
Mstep: Class 41 contains 1169 members 
Mstep: Class 42 contains 5857 members 
Mstep: Class 43 contains 2478 members 
Mstep: Class 44 contains 31650 members 
Mstep: Class 45 contains 4549 members 
Mstep: Class 46 contains 2005 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5327 members 
Mstep: Class 49 contains 4074 members 
Mstep: Class 50 contains 6498 members 
Mstep: Class 51 contains 1887 members 
Mstep: Class 52 contains 28817 members 
Mstep: Class 53 contains 2509 members 
Mstep: Class 54 contains 10361 members 
Mstep: Class 55 contains 10077 members 
Mstep: Class 56 contains 14117 members 
Mstep: Class 57 contains 41047 members 
Mstep: Class 58 contains 482 members 
Mstep: Class 59 contains 1042 members 
Mstep: Class 60 contains 5595 members 
Mstep: Class 61 contains 31176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154483120.000000 Penalty: 213122.515625
Iteration 93Q: 62 clusters Score -1.544831e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 235453 members 
Mstep: Class 3 contains 90905 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 19331 members 
Mstep: Class 6 contains 76518 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 8129 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 7348 members 
Mstep: Class 12 contains 96067 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 25204 members 
Mstep: Class 15 contains 136507 members 
Mstep: Class 16 contains 8443 members 
Mstep: Class 17 contains 15068 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 1333 members 
Mstep: Class 20 contains 8527 members 
Mstep: Class 21 contains 3034 members 
Mstep: Class 22 contains 5793 members 
Mstep: Class 23 contains 97451 members 
Mstep: Class 24 contains 2018 members 
Mstep: Class 25 contains 21652 members 
Mstep: Class 26 contains 8021 members 
Mstep: Class 27 contains 13426 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 7997 members 
Mstep: Class 30 contains 14194 members 
Mstep: Class 31 contains 38041 members 
Mstep: Class 32 contains 17119 members 
Mstep: Class 33 contains 8738 members 
Mstep: Class 34 contains 14682 members 
Mstep: Class 35 contains 22564 members 
Mstep: Class 36 contains 1149 members 
Mstep: Class 37 contains 5284 members 
Mstep: Class 38 contains 9409 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4312 members 
Mstep: Class 41 contains 1165 members 
Mstep: Class 42 contains 5872 members 
Mstep: Class 43 contains 2479 members 
Mstep: Class 44 contains 31650 members 
Mstep: Class 45 contains 4533 members 
Mstep: Class 46 contains 2006 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5349 members 
Mstep: Class 49 contains 4091 members 
Mstep: Class 50 contains 6503 members 
Mstep: Class 51 contains 1915 members 
Mstep: Class 52 contains 28573 members 
Mstep: Class 53 contains 2502 members 
Mstep: Class 54 contains 10361 members 
Mstep: Class 55 contains 10083 members 
Mstep: Class 56 contains 13824 members 
Mstep: Class 57 contains 41040 members 
Mstep: Class 58 contains 482 members 
Mstep: Class 59 contains 1041 members 
Mstep: Class 60 contains 5602 members 
Mstep: Class 61 contains 31176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154484848.000000 Penalty: 213122.515625
Iteration 94Q: 62 clusters Score -1.544848e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 235414 members 
Mstep: Class 3 contains 90905 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 19391 members 
Mstep: Class 6 contains 76539 members 
Mstep: Class 7 contains 1542 members 
Mstep: Class 8 contains 8185 members 
Mstep: Class 9 contains 3367 members 
Mstep: Class 10 contains 5514 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 96040 members 
Mstep: Class 13 contains 4298 members 
Mstep: Class 14 contains 25161 members 
Mstep: Class 15 contains 136498 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 15080 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 20 contains 8508 members 
Mstep: Class 21 contains 3035 members 
Mstep: Class 22 contains 5789 members 
Mstep: Class 23 contains 97477 members 
Mstep: Class 24 contains 2019 members 
Mstep: Class 25 contains 21698 members 
Mstep: Class 26 contains 8011 members 
Mstep: Class 27 contains 13399 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 7993 members 
Mstep: Class 30 contains 14182 members 
Mstep: Class 31 contains 38070 members 
Mstep: Class 32 contains 17131 members 
Mstep: Class 33 contains 8740 members 
Mstep: Class 34 contains 14921 members 
Mstep: Class 35 contains 22554 members 
Mstep: Class 36 contains 1149 members 
Mstep: Class 37 contains 5293 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4270 members 
Mstep: Class 41 contains 1162 members 
Mstep: Class 42 contains 5879 members 
Mstep: Class 43 contains 2479 members 
Mstep: Class 44 contains 31653 members 
Mstep: Class 45 contains 4528 members 
Mstep: Class 46 contains 2006 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5358 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 6509 members 
Mstep: Class 51 contains 1957 members 
Mstep: Class 52 contains 28368 members 
Mstep: Class 53 contains 2506 members 
Mstep: Class 54 contains 10360 members 
Mstep: Class 55 contains 10088 members 
Mstep: Class 56 contains 13467 members 
Mstep: Class 57 contains 41032 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1041 members 
Mstep: Class 60 contains 5604 members 
Mstep: Class 61 contains 31177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154487440.000000 Penalty: 213122.515625
Iteration 95Q: 62 clusters Score -1.544874e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 235365 members 
Mstep: Class 3 contains 90905 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 5 contains 19443 members 
Mstep: Class 6 contains 76560 members 
Mstep: Class 7 contains 1571 members 
Mstep: Class 8 contains 8263 members 
Mstep: Class 9 contains 3365 members 
Mstep: Class 10 contains 5515 members 
Mstep: Class 11 contains 7352 members 
Mstep: Class 12 contains 96017 members 
Mstep: Class 13 contains 4301 members 
Mstep: Class 14 contains 25132 members 
Mstep: Class 15 contains 136485 members 
Mstep: Class 16 contains 8726 members 
Mstep: Class 17 contains 15100 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 1362 members 
Mstep: Class 20 contains 8490 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 5782 members 
Mstep: Class 23 contains 97509 members 
Mstep: Class 24 contains 2017 members 
Mstep: Class 25 contains 21746 members 
Mstep: Class 26 contains 8013 members 
Mstep: Class 27 contains 13373 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 7990 members 
Mstep: Class 30 contains 14186 members 
Mstep: Class 31 contains 38089 members 
Mstep: Class 32 contains 17140 members 
Mstep: Class 33 contains 8741 members 
Mstep: Class 34 contains 15191 members 
Mstep: Class 35 contains 22542 members 
Mstep: Class 36 contains 1149 members 
Mstep: Class 37 contains 5293 members 
Mstep: Class 38 contains 9450 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4223 members 
Mstep: Class 41 contains 1156 members 
Mstep: Class 42 contains 5879 members 
Mstep: Class 43 contains 2478 members 
Mstep: Class 44 contains 31651 members 
Mstep: Class 45 contains 4534 members 
Mstep: Class 46 contains 2006 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5364 members 
Mstep: Class 49 contains 4117 members 
Mstep: Class 50 contains 6513 members 
Mstep: Class 51 contains 1996 members 
Mstep: Class 52 contains 28173 members 
Mstep: Class 53 contains 2508 members 
Mstep: Class 54 contains 10358 members 
Mstep: Class 55 contains 10094 members 
Mstep: Class 56 contains 13096 members 
Mstep: Class 57 contains 41022 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 1043 members 
Mstep: Class 60 contains 5606 members 
Mstep: Class 61 contains 31177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154490432.000000 Penalty: 213122.515625
Iteration 96Q: 62 clusters Score -1.544904e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 235329 members 
Mstep: Class 3 contains 90903 members 
Mstep: Class 4 contains 5490 members 
Mstep: Class 5 contains 19489 members 
Mstep: Class 6 contains 76601 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 8356 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 5517 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 95993 members 
Mstep: Class 13 contains 4304 members 
Mstep: Class 14 contains 25102 members 
Mstep: Class 15 contains 136475 members 
Mstep: Class 16 contains 8818 members 
Mstep: Class 17 contains 15120 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 1384 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 3039 members 
Mstep: Class 22 contains 5776 members 
Mstep: Class 23 contains 97528 members 
Mstep: Class 24 contains 2016 members 
Mstep: Class 25 contains 21867 members 
Mstep: Class 26 contains 8000 members 
Mstep: Class 27 contains 13342 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 7986 members 
Mstep: Class 30 contains 14200 members 
Mstep: Class 31 contains 38120 members 
Mstep: Class 32 contains 17152 members 
Mstep: Class 33 contains 8742 members 
Mstep: Class 34 contains 15440 members 
Mstep: Class 35 contains 22531 members 
Mstep: Class 36 contains 1149 members 
Mstep: Class 37 contains 5232 members 
Mstep: Class 38 contains 9468 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4163 members 
Mstep: Class 41 contains 1156 members 
Mstep: Class 42 contains 5886 members 
Mstep: Class 43 contains 2477 members 
Mstep: Class 44 contains 31651 members 
Mstep: Class 45 contains 4539 members 
Mstep: Class 46 contains 2006 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5365 members 
Mstep: Class 49 contains 4129 members 
Mstep: Class 50 contains 6513 members 
Mstep: Class 51 contains 2041 members 
Mstep: Class 52 contains 27994 members 
Mstep: Class 53 contains 2513 members 
Mstep: Class 54 contains 10356 members 
Mstep: Class 55 contains 10097 members 
Mstep: Class 56 contains 12747 members 
Mstep: Class 57 contains 41010 members 
Mstep: Class 58 contains 488 members 
Mstep: Class 59 contains 1044 members 
Mstep: Class 60 contains 5607 members 
Mstep: Class 61 contains 31176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154491456.000000 Penalty: 213122.515625
Iteration 97Q: 62 clusters Score -1.544915e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 235298 members 
Mstep: Class 3 contains 90906 members 
Mstep: Class 4 contains 5472 members 
Mstep: Class 5 contains 19540 members 
Mstep: Class 6 contains 76630 members 
Mstep: Class 7 contains 1614 members 
Mstep: Class 8 contains 8471 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 7356 members 
Mstep: Class 12 contains 95972 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 136465 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 15141 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 1402 members 
Mstep: Class 20 contains 8455 members 
Mstep: Class 21 contains 3041 members 
Mstep: Class 22 contains 5767 members 
Mstep: Class 23 contains 97550 members 
Mstep: Class 24 contains 2015 members 
Mstep: Class 25 contains 22013 members 
Mstep: Class 26 contains 7987 members 
Mstep: Class 27 contains 13330 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 7987 members 
Mstep: Class 30 contains 14214 members 
Mstep: Class 31 contains 38150 members 
Mstep: Class 32 contains 17165 members 
Mstep: Class 33 contains 8743 members 
Mstep: Class 34 contains 15578 members 
Mstep: Class 35 contains 22520 members 
Mstep: Class 36 contains 1150 members 
Mstep: Class 37 contains 5211 members 
Mstep: Class 38 contains 9481 members 
Mstep: Class 39 contains 1433 members 
Mstep: Class 40 contains 4092 members 
Mstep: Class 41 contains 1157 members 
Mstep: Class 42 contains 5897 members 
Mstep: Class 43 contains 2478 members 
Mstep: Class 44 contains 31648 members 
Mstep: Class 45 contains 4542 members 
Mstep: Class 46 contains 2006 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5362 members 
Mstep: Class 49 contains 4139 members 
Mstep: Class 50 contains 6513 members 
Mstep: Class 51 contains 2104 members 
Mstep: Class 52 contains 27839 members 
Mstep: Class 53 contains 2506 members 
Mstep: Class 54 contains 10352 members 
Mstep: Class 55 contains 10097 members 
Mstep: Class 56 contains 12477 members 
Mstep: Class 57 contains 40999 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 1052 members 
Mstep: Class 60 contains 5610 members 
Mstep: Class 61 contains 31174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154492208.000000 Penalty: 213122.515625
Iteration 98Q: 62 clusters Score -1.544922e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 235250 members 
Mstep: Class 3 contains 90907 members 
Mstep: Class 4 contains 5451 members 
Mstep: Class 5 contains 19582 members 
Mstep: Class 6 contains 76654 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 8561 members 
Mstep: Class 9 contains 3380 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 95952 members 
Mstep: Class 13 contains 4311 members 
Mstep: Class 14 contains 25041 members 
Mstep: Class 15 contains 136456 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 15159 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 8442 members 
Mstep: Class 21 contains 3043 members 
Mstep: Class 22 contains 5756 members 
Mstep: Class 23 contains 97581 members 
Mstep: Class 24 contains 2015 members 
Mstep: Class 25 contains 22113 members 
Mstep: Class 26 contains 7970 members 
Mstep: Class 27 contains 13308 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 7986 members 
Mstep: Class 30 contains 14222 members 
Mstep: Class 31 contains 38165 members 
Mstep: Class 32 contains 17171 members 
Mstep: Class 33 contains 8744 members 
Mstep: Class 34 contains 15656 members 
Mstep: Class 35 contains 22513 members 
Mstep: Class 36 contains 1150 members 
Mstep: Class 37 contains 5203 members 
Mstep: Class 38 contains 9492 members 
Mstep: Class 39 contains 1434 members 
Mstep: Class 40 contains 3987 members 
Mstep: Class 41 contains 1158 members 
Mstep: Class 42 contains 5900 members 
Mstep: Class 43 contains 2480 members 
Mstep: Class 44 contains 31641 members 
Mstep: Class 45 contains 4540 members 
Mstep: Class 46 contains 2006 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5372 members 
Mstep: Class 49 contains 4150 members 
Mstep: Class 50 contains 6512 members 
Mstep: Class 51 contains 2197 members 
Mstep: Class 52 contains 27712 members 
Mstep: Class 53 contains 2505 members 
Mstep: Class 54 contains 10350 members 
Mstep: Class 55 contains 10095 members 
Mstep: Class 56 contains 12320 members 
Mstep: Class 57 contains 40993 members 
Mstep: Class 58 contains 487 members 
Mstep: Class 59 contains 1055 members 
Mstep: Class 60 contains 5610 members 
Mstep: Class 61 contains 31174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154492688.000000 Penalty: 213122.515625
Iteration 99Q: 62 clusters Score -1.544927e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 235216 members 
Mstep: Class 3 contains 90907 members 
Mstep: Class 4 contains 5430 members 
Mstep: Class 5 contains 19613 members 
Mstep: Class 6 contains 76655 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 8657 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 95935 members 
Mstep: Class 13 contains 4314 members 
Mstep: Class 14 contains 25024 members 
Mstep: Class 15 contains 136442 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 15171 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 8421 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 5747 members 
Mstep: Class 23 contains 97594 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 22194 members 
Mstep: Class 26 contains 7962 members 
Mstep: Class 27 contains 13287 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 7984 members 
Mstep: Class 30 contains 14226 members 
Mstep: Class 31 contains 38175 members 
Mstep: Class 32 contains 17173 members 
Mstep: Class 33 contains 8742 members 
Mstep: Class 34 contains 15690 members 
Mstep: Class 35 contains 22508 members 
Mstep: Class 36 contains 1152 members 
Mstep: Class 37 contains 5196 members 
Mstep: Class 38 contains 9505 members 
Mstep: Class 39 contains 1434 members 
Mstep: Class 40 contains 3843 members 
Mstep: Class 41 contains 1154 members 
Mstep: Class 42 contains 5904 members 
Mstep: Class 43 contains 2481 members 
Mstep: Class 44 contains 31639 members 
Mstep: Class 45 contains 4538 members 
Mstep: Class 46 contains 2006 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5388 members 
Mstep: Class 49 contains 4157 members 
Mstep: Class 50 contains 6514 members 
Mstep: Class 51 contains 2335 members 
Mstep: Class 52 contains 27611 members 
Mstep: Class 53 contains 2501 members 
Mstep: Class 54 contains 10350 members 
Mstep: Class 55 contains 10094 members 
Mstep: Class 56 contains 12221 members 
Mstep: Class 57 contains 40991 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 1058 members 
Mstep: Class 60 contains 5618 members 
Mstep: Class 61 contains 31178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154493664.000000 Penalty: 213122.515625
Iteration 100F: 62 clusters Score -1.544937e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 235182 members 
Mstep: Class 3 contains 90903 members 
Mstep: Class 4 contains 5401 members 
Mstep: Class 5 contains 19650 members 
Mstep: Class 6 contains 76641 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 8762 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 5520 members 
Mstep: Class 11 contains 7348 members 
Mstep: Class 12 contains 95913 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 25011 members 
Mstep: Class 15 contains 136429 members 
Mstep: Class 16 contains 8902 members 
Mstep: Class 17 contains 15185 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 1492 members 
Mstep: Class 20 contains 8400 members 
Mstep: Class 21 contains 3049 members 
Mstep: Class 22 contains 5744 members 
Mstep: Class 23 contains 97619 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 22237 members 
Mstep: Class 26 contains 7955 members 
Mstep: Class 27 contains 13248 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 7981 members 
Mstep: Class 30 contains 14227 members 
Mstep: Class 31 contains 38177 members 
Mstep: Class 32 contains 17173 members 
Mstep: Class 33 contains 8742 members 
Mstep: Class 34 contains 15708 members 
Mstep: Class 35 contains 22499 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 5134 members 
Mstep: Class 38 contains 9519 members 
Mstep: Class 39 contains 1434 members 
Mstep: Class 40 contains 3682 members 
Mstep: Class 41 contains 1145 members 
Mstep: Class 42 contains 5908 members 
Mstep: Class 43 contains 2481 members 
Mstep: Class 44 contains 31639 members 
Mstep: Class 45 contains 4535 members 
Mstep: Class 46 contains 2006 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5398 members 
Mstep: Class 49 contains 4163 members 
Mstep: Class 50 contains 6517 members 
Mstep: Class 51 contains 2498 members 
Mstep: Class 52 contains 27521 members 
Mstep: Class 53 contains 2514 members 
Mstep: Class 54 contains 10348 members 
Mstep: Class 55 contains 10094 members 
Mstep: Class 56 contains 12165 members 
Mstep: Class 57 contains 40987 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 1062 members 
Mstep: Class 60 contains 5626 members 
Mstep: Class 61 contains 31186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154494640.000000 Penalty: 213122.515625
Iteration 101Q: 62 clusters Score -1.544946e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 235147 members 
Mstep: Class 3 contains 90897 members 
Mstep: Class 4 contains 5365 members 
Mstep: Class 5 contains 19671 members 
Mstep: Class 6 contains 76640 members 
Mstep: Class 7 contains 1727 members 
Mstep: Class 8 contains 8882 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 5520 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 95884 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 24993 members 
Mstep: Class 15 contains 136424 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 17 contains 15196 members 
Mstep: Class 18 contains 3945 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 8375 members 
Mstep: Class 21 contains 3051 members 
Mstep: Class 22 contains 5740 members 
Mstep: Class 23 contains 97650 members 
Mstep: Class 24 contains 2008 members 
Mstep: Class 25 contains 22281 members 
Mstep: Class 26 contains 7948 members 
Mstep: Class 27 contains 13221 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 7981 members 
Mstep: Class 30 contains 14228 members 
Mstep: Class 31 contains 38173 members 
Mstep: Class 32 contains 17179 members 
Mstep: Class 33 contains 8742 members 
Mstep: Class 34 contains 15721 members 
Mstep: Class 35 contains 22490 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 5113 members 
Mstep: Class 38 contains 9536 members 
Mstep: Class 39 contains 1434 members 
Mstep: Class 40 contains 3548 members 
Mstep: Class 41 contains 1139 members 
Mstep: Class 42 contains 5914 members 
Mstep: Class 43 contains 2481 members 
Mstep: Class 44 contains 31633 members 
Mstep: Class 45 contains 4531 members 
Mstep: Class 46 contains 2006 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5402 members 
Mstep: Class 49 contains 4176 members 
Mstep: Class 50 contains 6517 members 
Mstep: Class 51 contains 2639 members 
Mstep: Class 52 contains 27433 members 
Mstep: Class 53 contains 2518 members 
Mstep: Class 54 contains 10348 members 
Mstep: Class 55 contains 10101 members 
Mstep: Class 56 contains 12130 members 
Mstep: Class 57 contains 40984 members 
Mstep: Class 58 contains 484 members 
Mstep: Class 59 contains 1064 members 
Mstep: Class 60 contains 5630 members 
Mstep: Class 61 contains 31197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154496096.000000 Penalty: 213122.515625
Iteration 102Q: 62 clusters Score -1.544961e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 235108 members 
Mstep: Class 3 contains 90897 members 
Mstep: Class 4 contains 5306 members 
Mstep: Class 5 contains 19701 members 
Mstep: Class 6 contains 76616 members 
Mstep: Class 7 contains 1756 members 
Mstep: Class 8 contains 9001 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 5520 members 
Mstep: Class 11 contains 7344 members 
Mstep: Class 12 contains 95864 members 
Mstep: Class 13 contains 4321 members 
Mstep: Class 14 contains 24974 members 
Mstep: Class 15 contains 136418 members 
Mstep: Class 16 contains 8941 members 
Mstep: Class 17 contains 15210 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 8354 members 
Mstep: Class 21 contains 3052 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 97677 members 
Mstep: Class 24 contains 2008 members 
Mstep: Class 25 contains 22316 members 
Mstep: Class 26 contains 7938 members 
Mstep: Class 27 contains 13193 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 7983 members 
Mstep: Class 30 contains 14231 members 
Mstep: Class 31 contains 38173 members 
Mstep: Class 32 contains 17183 members 
Mstep: Class 33 contains 8742 members 
Mstep: Class 34 contains 15731 members 
Mstep: Class 35 contains 22480 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 5101 members 
Mstep: Class 38 contains 9544 members 
Mstep: Class 39 contains 1434 members 
Mstep: Class 40 contains 3471 members 
Mstep: Class 41 contains 1135 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 2481 members 
Mstep: Class 44 contains 31630 members 
Mstep: Class 45 contains 4529 members 
Mstep: Class 46 contains 2007 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5413 members 
Mstep: Class 49 contains 4191 members 
Mstep: Class 50 contains 6517 members 
Mstep: Class 51 contains 2754 members 
Mstep: Class 52 contains 27338 members 
Mstep: Class 53 contains 2520 members 
Mstep: Class 54 contains 10345 members 
Mstep: Class 55 contains 10108 members 
Mstep: Class 56 contains 12111 members 
Mstep: Class 57 contains 40983 members 
Mstep: Class 58 contains 484 members 
Mstep: Class 59 contains 1065 members 
Mstep: Class 60 contains 5634 members 
Mstep: Class 61 contains 31213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154496816.000000 Penalty: 213122.515625
Iteration 103Q: 62 clusters Score -1.544968e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 235084 members 
Mstep: Class 3 contains 90895 members 
Mstep: Class 4 contains 5247 members 
Mstep: Class 5 contains 19714 members 
Mstep: Class 6 contains 76595 members 
Mstep: Class 7 contains 1785 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 5521 members 
Mstep: Class 11 contains 7344 members 
Mstep: Class 12 contains 95844 members 
Mstep: Class 13 contains 4324 members 
Mstep: Class 14 contains 24959 members 
Mstep: Class 15 contains 136408 members 
Mstep: Class 16 contains 8949 members 
Mstep: Class 17 contains 15228 members 
Mstep: Class 18 contains 3942 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 20 contains 8336 members 
Mstep: Class 21 contains 3053 members 
Mstep: Class 22 contains 5731 members 
Mstep: Class 23 contains 97697 members 
Mstep: Class 24 contains 2008 members 
Mstep: Class 25 contains 22334 members 
Mstep: Class 26 contains 7925 members 
Mstep: Class 27 contains 13158 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 7983 members 
Mstep: Class 30 contains 14239 members 
Mstep: Class 31 contains 38173 members 
Mstep: Class 32 contains 17187 members 
Mstep: Class 33 contains 8742 members 
Mstep: Class 34 contains 15737 members 
Mstep: Class 35 contains 22466 members 
Mstep: Class 36 contains 1159 members 
Mstep: Class 37 contains 5089 members 
Mstep: Class 38 contains 9552 members 
Mstep: Class 39 contains 1436 members 
Mstep: Class 40 contains 3456 members 
Mstep: Class 41 contains 1135 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2481 members 
Mstep: Class 44 contains 31628 members 
Mstep: Class 45 contains 4527 members 
Mstep: Class 46 contains 2007 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5431 members 
Mstep: Class 49 contains 4201 members 
Mstep: Class 50 contains 6519 members 
Mstep: Class 51 contains 2821 members 
Mstep: Class 52 contains 27272 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10342 members 
Mstep: Class 55 contains 10113 members 
Mstep: Class 56 contains 12098 members 
Mstep: Class 57 contains 40979 members 
Mstep: Class 58 contains 484 members 
Mstep: Class 59 contains 1068 members 
Mstep: Class 60 contains 5639 members 
Mstep: Class 61 contains 31215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154496752.000000 Penalty: 213122.515625
Iteration 104Q: 62 clusters Score -1.544968e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 235050 members 
Mstep: Class 3 contains 90892 members 
Mstep: Class 4 contains 5201 members 
Mstep: Class 5 contains 19723 members 
Mstep: Class 6 contains 76581 members 
Mstep: Class 7 contains 1804 members 
Mstep: Class 8 contains 9257 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7338 members 
Mstep: Class 12 contains 95819 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 24936 members 
Mstep: Class 15 contains 136394 members 
Mstep: Class 16 contains 8951 members 
Mstep: Class 17 contains 15253 members 
Mstep: Class 18 contains 3941 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 20 contains 8308 members 
Mstep: Class 21 contains 3053 members 
Mstep: Class 22 contains 5720 members 
Mstep: Class 23 contains 97719 members 
Mstep: Class 24 contains 2008 members 
Mstep: Class 25 contains 22345 members 
Mstep: Class 26 contains 7918 members 
Mstep: Class 27 contains 13161 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 7982 members 
Mstep: Class 30 contains 14252 members 
Mstep: Class 31 contains 38179 members 
Mstep: Class 32 contains 17190 members 
Mstep: Class 33 contains 8743 members 
Mstep: Class 34 contains 15742 members 
Mstep: Class 35 contains 22453 members 
Mstep: Class 36 contains 1159 members 
Mstep: Class 37 contains 5096 members 
Mstep: Class 38 contains 9572 members 
Mstep: Class 39 contains 1437 members 
Mstep: Class 40 contains 3455 members 
Mstep: Class 41 contains 1131 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2480 members 
Mstep: Class 44 contains 31625 members 
Mstep: Class 45 contains 4527 members 
Mstep: Class 46 contains 2007 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5441 members 
Mstep: Class 49 contains 4213 members 
Mstep: Class 50 contains 6518 members 
Mstep: Class 51 contains 2863 members 
Mstep: Class 52 contains 27196 members 
Mstep: Class 53 contains 2507 members 
Mstep: Class 54 contains 10336 members 
Mstep: Class 55 contains 10117 members 
Mstep: Class 56 contains 12087 members 
Mstep: Class 57 contains 40973 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1067 members 
Mstep: Class 60 contains 5644 members 
Mstep: Class 61 contains 31220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154497216.000000 Penalty: 213122.515625
Iteration 105Q: 62 clusters Score -1.544972e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 235029 members 
Mstep: Class 3 contains 90889 members 
Mstep: Class 4 contains 5169 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 76565 members 
Mstep: Class 7 contains 1820 members 
Mstep: Class 8 contains 9380 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 11 contains 7337 members 
Mstep: Class 12 contains 95796 members 
Mstep: Class 13 contains 4334 members 
Mstep: Class 14 contains 24924 members 
Mstep: Class 15 contains 136385 members 
Mstep: Class 16 contains 8951 members 
Mstep: Class 17 contains 15275 members 
Mstep: Class 18 contains 3941 members 
Mstep: Class 19 contains 1583 members 
Mstep: Class 20 contains 8284 members 
Mstep: Class 21 contains 3054 members 
Mstep: Class 22 contains 5708 members 
Mstep: Class 23 contains 97733 members 
Mstep: Class 24 contains 2006 members 
Mstep: Class 25 contains 22348 members 
Mstep: Class 26 contains 7902 members 
Mstep: Class 27 contains 13138 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 7983 members 
Mstep: Class 30 contains 14259 members 
Mstep: Class 31 contains 38178 members 
Mstep: Class 32 contains 17196 members 
Mstep: Class 33 contains 8743 members 
Mstep: Class 34 contains 15745 members 
Mstep: Class 35 contains 22446 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5101 members 
Mstep: Class 38 contains 9587 members 
Mstep: Class 39 contains 1436 members 
Mstep: Class 40 contains 3440 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 2480 members 
Mstep: Class 44 contains 31617 members 
Mstep: Class 45 contains 4526 members 
Mstep: Class 46 contains 2007 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5443 members 
Mstep: Class 49 contains 4227 members 
Mstep: Class 50 contains 6523 members 
Mstep: Class 51 contains 2908 members 
Mstep: Class 52 contains 27142 members 
Mstep: Class 53 contains 2516 members 
Mstep: Class 54 contains 10335 members 
Mstep: Class 55 contains 10120 members 
Mstep: Class 56 contains 12078 members 
Mstep: Class 57 contains 40969 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1064 members 
Mstep: Class 60 contains 5647 members 
Mstep: Class 61 contains 31227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154497648.000000 Penalty: 213122.515625
Iteration 106Q: 62 clusters Score -1.544976e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 235005 members 
Mstep: Class 3 contains 90888 members 
Mstep: Class 4 contains 5131 members 
Mstep: Class 5 contains 19731 members 
Mstep: Class 6 contains 76560 members 
Mstep: Class 7 contains 1829 members 
Mstep: Class 8 contains 9513 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 11 contains 7332 members 
Mstep: Class 12 contains 95771 members 
Mstep: Class 13 contains 4342 members 
Mstep: Class 14 contains 24905 members 
Mstep: Class 15 contains 136377 members 
Mstep: Class 16 contains 8951 members 
Mstep: Class 17 contains 15294 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 20 contains 8267 members 
Mstep: Class 21 contains 3053 members 
Mstep: Class 22 contains 5696 members 
Mstep: Class 23 contains 97746 members 
Mstep: Class 24 contains 2004 members 
Mstep: Class 25 contains 22353 members 
Mstep: Class 26 contains 7879 members 
Mstep: Class 27 contains 13123 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 7983 members 
Mstep: Class 30 contains 14270 members 
Mstep: Class 31 contains 38174 members 
Mstep: Class 32 contains 17205 members 
Mstep: Class 33 contains 8745 members 
Mstep: Class 34 contains 15747 members 
Mstep: Class 35 contains 22439 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 5102 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1436 members 
Mstep: Class 40 contains 3443 members 
Mstep: Class 41 contains 1123 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 2478 members 
Mstep: Class 44 contains 31609 members 
Mstep: Class 45 contains 4526 members 
Mstep: Class 46 contains 2007 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4236 members 
Mstep: Class 50 contains 6526 members 
Mstep: Class 51 contains 2944 members 
Mstep: Class 52 contains 27084 members 
Mstep: Class 53 contains 2528 members 
Mstep: Class 54 contains 10335 members 
Mstep: Class 55 contains 10122 members 
Mstep: Class 56 contains 12071 members 
Mstep: Class 57 contains 40966 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1067 members 
Mstep: Class 60 contains 5651 members 
Mstep: Class 61 contains 31233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154497568.000000 Penalty: 213122.515625
Iteration 107Q: 62 clusters Score -1.544976e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 234988 members 
Mstep: Class 3 contains 90893 members 
Mstep: Class 4 contains 5099 members 
Mstep: Class 5 contains 19734 members 
Mstep: Class 6 contains 76542 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 9666 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 7328 members 
Mstep: Class 12 contains 95746 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 24888 members 
Mstep: Class 15 contains 136370 members 
Mstep: Class 16 contains 8951 members 
Mstep: Class 17 contains 15305 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 8252 members 
Mstep: Class 21 contains 3052 members 
Mstep: Class 22 contains 5684 members 
Mstep: Class 23 contains 97759 members 
Mstep: Class 24 contains 2004 members 
Mstep: Class 25 contains 22351 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 13112 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 7982 members 
Mstep: Class 30 contains 14287 members 
Mstep: Class 31 contains 38173 members 
Mstep: Class 32 contains 17212 members 
Mstep: Class 33 contains 8747 members 
Mstep: Class 34 contains 15751 members 
Mstep: Class 35 contains 22428 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 5100 members 
Mstep: Class 38 contains 9605 members 
Mstep: Class 39 contains 1437 members 
Mstep: Class 40 contains 3450 members 
Mstep: Class 41 contains 1125 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 2478 members 
Mstep: Class 44 contains 31603 members 
Mstep: Class 45 contains 4526 members 
Mstep: Class 46 contains 2008 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5445 members 
Mstep: Class 49 contains 4246 members 
Mstep: Class 50 contains 6529 members 
Mstep: Class 51 contains 2971 members 
Mstep: Class 52 contains 27027 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10335 members 
Mstep: Class 55 contains 10121 members 
Mstep: Class 56 contains 12067 members 
Mstep: Class 57 contains 40968 members 
Mstep: Class 58 contains 486 members 
Mstep: Class 59 contains 1068 members 
Mstep: Class 60 contains 5654 members 
Mstep: Class 61 contains 31240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154497792.000000 Penalty: 213122.515625
Iteration 108Q: 62 clusters Score -1.544978e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 234969 members 
Mstep: Class 3 contains 90889 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76534 members 
Mstep: Class 7 contains 1846 members 
Mstep: Class 8 contains 9822 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 7324 members 
Mstep: Class 12 contains 95726 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 24863 members 
Mstep: Class 15 contains 136365 members 
Mstep: Class 16 contains 8952 members 
Mstep: Class 17 contains 15320 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 8233 members 
Mstep: Class 21 contains 3052 members 
Mstep: Class 22 contains 5676 members 
Mstep: Class 23 contains 97773 members 
Mstep: Class 24 contains 2000 members 
Mstep: Class 25 contains 22354 members 
Mstep: Class 26 contains 7852 members 
Mstep: Class 27 contains 13102 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 7980 members 
Mstep: Class 30 contains 14310 members 
Mstep: Class 31 contains 38179 members 
Mstep: Class 32 contains 17216 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15749 members 
Mstep: Class 35 contains 22411 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 5095 members 
Mstep: Class 38 contains 9616 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3453 members 
Mstep: Class 41 contains 1124 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 2478 members 
Mstep: Class 44 contains 31597 members 
Mstep: Class 45 contains 4527 members 
Mstep: Class 46 contains 2009 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5447 members 
Mstep: Class 49 contains 4261 members 
Mstep: Class 50 contains 6530 members 
Mstep: Class 51 contains 3001 members 
Mstep: Class 52 contains 26964 members 
Mstep: Class 53 contains 2530 members 
Mstep: Class 54 contains 10336 members 
Mstep: Class 55 contains 10125 members 
Mstep: Class 56 contains 12064 members 
Mstep: Class 57 contains 40961 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1072 members 
Mstep: Class 60 contains 5656 members 
Mstep: Class 61 contains 31252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154497664.000000 Penalty: 213122.515625
Iteration 109Q: 62 clusters Score -1.544977e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 234950 members 
Mstep: Class 3 contains 90889 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 19746 members 
Mstep: Class 6 contains 76557 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 7317 members 
Mstep: Class 12 contains 95699 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 14 contains 24838 members 
Mstep: Class 15 contains 136352 members 
Mstep: Class 16 contains 8952 members 
Mstep: Class 17 contains 15331 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 8219 members 
Mstep: Class 21 contains 3056 members 
Mstep: Class 22 contains 5670 members 
Mstep: Class 23 contains 97771 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 22370 members 
Mstep: Class 26 contains 7834 members 
Mstep: Class 27 contains 13100 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 7981 members 
Mstep: Class 30 contains 14319 members 
Mstep: Class 31 contains 38177 members 
Mstep: Class 32 contains 17222 members 
Mstep: Class 33 contains 8750 members 
Mstep: Class 34 contains 15748 members 
Mstep: Class 35 contains 22403 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 5099 members 
Mstep: Class 38 contains 9630 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 3468 members 
Mstep: Class 41 contains 1122 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 2477 members 
Mstep: Class 44 contains 31587 members 
Mstep: Class 45 contains 4527 members 
Mstep: Class 46 contains 2009 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 5447 members 
Mstep: Class 49 contains 4274 members 
Mstep: Class 50 contains 6531 members 
Mstep: Class 51 contains 3015 members 
Mstep: Class 52 contains 26906 members 
Mstep: Class 53 contains 2530 members 
Mstep: Class 54 contains 10336 members 
Mstep: Class 55 contains 10127 members 
Mstep: Class 56 contains 12063 members 
Mstep: Class 57 contains 40949 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1072 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 31279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154497824.000000 Penalty: 213122.515625
Iteration 110Q: 62 clusters Score -1.544978e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 234924 members 
Mstep: Class 3 contains 90886 members 
Mstep: Class 4 contains 5031 members 
Mstep: Class 5 contains 19745 members 
Mstep: Class 6 contains 76565 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 10151 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 7318 members 
Mstep: Class 12 contains 95664 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 24809 members 
Mstep: Class 15 contains 136350 members 
Mstep: Class 16 contains 8952 members 
Mstep: Class 17 contains 15358 members 
Mstep: Class 18 contains 3939 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 8197 members 
Mstep: Class 21 contains 3060 members 
Mstep: Class 22 contains 5657 members 
Mstep: Class 23 contains 97788 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 22385 members 
Mstep: Class 26 contains 7825 members 
Mstep: Class 27 contains 13093 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 7980 members 
Mstep: Class 30 contains 14330 members 
Mstep: Class 31 contains 38172 members 
Mstep: Class 32 contains 17227 members 
Mstep: Class 33 contains 8750 members 
Mstep: Class 34 contains 15747 members 
Mstep: Class 35 contains 22380 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 5100 members 
Mstep: Class 38 contains 9641 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 3482 members 
Mstep: Class 41 contains 1119 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 2477 members 
Mstep: Class 44 contains 31579 members 
Mstep: Class 45 contains 4527 members 
Mstep: Class 46 contains 2009 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5445 members 
Mstep: Class 49 contains 4290 members 
Mstep: Class 50 contains 6531 members 
Mstep: Class 51 contains 3025 members 
Mstep: Class 52 contains 26837 members 
Mstep: Class 53 contains 2528 members 
Mstep: Class 54 contains 10336 members 
Mstep: Class 55 contains 10130 members 
Mstep: Class 56 contains 12060 members 
Mstep: Class 57 contains 40942 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1074 members 
Mstep: Class 60 contains 5664 members 
Mstep: Class 61 contains 31304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498112.000000 Penalty: 213122.515625
Iteration 111Q: 62 clusters Score -1.544981e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 234895 members 
Mstep: Class 3 contains 90879 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 19746 members 
Mstep: Class 6 contains 76568 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 10283 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 7318 members 
Mstep: Class 12 contains 95640 members 
Mstep: Class 13 contains 4375 members 
Mstep: Class 14 contains 24790 members 
Mstep: Class 15 contains 136341 members 
Mstep: Class 16 contains 8952 members 
Mstep: Class 17 contains 15374 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1597 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 3065 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 97812 members 
Mstep: Class 24 contains 1997 members 
Mstep: Class 25 contains 22395 members 
Mstep: Class 26 contains 7815 members 
Mstep: Class 27 contains 13085 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 7979 members 
Mstep: Class 30 contains 14352 members 
Mstep: Class 31 contains 38167 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8750 members 
Mstep: Class 34 contains 15746 members 
Mstep: Class 35 contains 22373 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5101 members 
Mstep: Class 38 contains 9656 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3497 members 
Mstep: Class 41 contains 1117 members 
Mstep: Class 42 contains 5920 members 
Mstep: Class 43 contains 2477 members 
Mstep: Class 44 contains 31571 members 
Mstep: Class 45 contains 4528 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5447 members 
Mstep: Class 49 contains 4313 members 
Mstep: Class 50 contains 6535 members 
Mstep: Class 51 contains 3024 members 
Mstep: Class 52 contains 26759 members 
Mstep: Class 53 contains 2528 members 
Mstep: Class 54 contains 10336 members 
Mstep: Class 55 contains 10128 members 
Mstep: Class 56 contains 12058 members 
Mstep: Class 57 contains 40926 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1071 members 
Mstep: Class 60 contains 5669 members 
Mstep: Class 61 contains 31317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498176.000000 Penalty: 213122.515625
Iteration 112Q: 62 clusters Score -1.544982e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 234854 members 
Mstep: Class 3 contains 90873 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 19745 members 
Mstep: Class 6 contains 76570 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 10403 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 7314 members 
Mstep: Class 12 contains 95612 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 24779 members 
Mstep: Class 15 contains 136340 members 
Mstep: Class 16 contains 8954 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1600 members 
Mstep: Class 20 contains 8134 members 
Mstep: Class 21 contains 3068 members 
Mstep: Class 22 contains 5636 members 
Mstep: Class 23 contains 97839 members 
Mstep: Class 24 contains 1997 members 
Mstep: Class 25 contains 22404 members 
Mstep: Class 26 contains 7807 members 
Mstep: Class 27 contains 13076 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 7975 members 
Mstep: Class 30 contains 14376 members 
Mstep: Class 31 contains 38154 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 15745 members 
Mstep: Class 35 contains 22354 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5099 members 
Mstep: Class 38 contains 9677 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3517 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 5920 members 
Mstep: Class 43 contains 2477 members 
Mstep: Class 44 contains 31568 members 
Mstep: Class 45 contains 4528 members 
Mstep: Class 46 contains 2012 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5449 members 
Mstep: Class 49 contains 4335 members 
Mstep: Class 50 contains 6545 members 
Mstep: Class 51 contains 3019 members 
Mstep: Class 52 contains 26673 members 
Mstep: Class 53 contains 2534 members 
Mstep: Class 54 contains 10338 members 
Mstep: Class 55 contains 10133 members 
Mstep: Class 56 contains 12055 members 
Mstep: Class 57 contains 40917 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1072 members 
Mstep: Class 60 contains 5671 members 
Mstep: Class 61 contains 31335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154497808.000000 Penalty: 213122.515625
Iteration 113Q: 62 clusters Score -1.544978e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 234825 members 
Mstep: Class 3 contains 90867 members 
Mstep: Class 4 contains 4973 members 
Mstep: Class 5 contains 19744 members 
Mstep: Class 6 contains 76586 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 10500 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7315 members 
Mstep: Class 12 contains 95598 members 
Mstep: Class 13 contains 4385 members 
Mstep: Class 14 contains 24763 members 
Mstep: Class 15 contains 136334 members 
Mstep: Class 16 contains 8955 members 
Mstep: Class 17 contains 15420 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1601 members 
Mstep: Class 20 contains 8105 members 
Mstep: Class 21 contains 3069 members 
Mstep: Class 22 contains 5629 members 
Mstep: Class 23 contains 97871 members 
Mstep: Class 24 contains 1996 members 
Mstep: Class 25 contains 22411 members 
Mstep: Class 26 contains 7788 members 
Mstep: Class 27 contains 13075 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 7974 members 
Mstep: Class 30 contains 14392 members 
Mstep: Class 31 contains 38151 members 
Mstep: Class 32 contains 17238 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15744 members 
Mstep: Class 35 contains 22334 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5096 members 
Mstep: Class 38 contains 9696 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 3536 members 
Mstep: Class 41 contains 1111 members 
Mstep: Class 42 contains 5920 members 
Mstep: Class 43 contains 2477 members 
Mstep: Class 44 contains 31564 members 
Mstep: Class 45 contains 4528 members 
Mstep: Class 46 contains 2013 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5450 members 
Mstep: Class 49 contains 4356 members 
Mstep: Class 50 contains 6547 members 
Mstep: Class 51 contains 3023 members 
Mstep: Class 52 contains 26597 members 
Mstep: Class 53 contains 2535 members 
Mstep: Class 54 contains 10338 members 
Mstep: Class 55 contains 10138 members 
Mstep: Class 56 contains 12049 members 
Mstep: Class 57 contains 40907 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1076 members 
Mstep: Class 60 contains 5670 members 
Mstep: Class 61 contains 31350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498240.000000 Penalty: 213122.515625
Iteration 114Q: 62 clusters Score -1.544982e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 234804 members 
Mstep: Class 3 contains 90863 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 19739 members 
Mstep: Class 6 contains 76604 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 10597 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7317 members 
Mstep: Class 12 contains 95596 members 
Mstep: Class 13 contains 4387 members 
Mstep: Class 14 contains 24741 members 
Mstep: Class 15 contains 136320 members 
Mstep: Class 16 contains 8955 members 
Mstep: Class 17 contains 15441 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 20 contains 8080 members 
Mstep: Class 21 contains 3068 members 
Mstep: Class 22 contains 5621 members 
Mstep: Class 23 contains 97907 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 22414 members 
Mstep: Class 26 contains 7767 members 
Mstep: Class 27 contains 13063 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 7974 members 
Mstep: Class 30 contains 14397 members 
Mstep: Class 31 contains 38132 members 
Mstep: Class 32 contains 17241 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 15742 members 
Mstep: Class 35 contains 22320 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5097 members 
Mstep: Class 38 contains 9715 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3546 members 
Mstep: Class 41 contains 1115 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 2477 members 
Mstep: Class 44 contains 31565 members 
Mstep: Class 45 contains 4529 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4374 members 
Mstep: Class 50 contains 6550 members 
Mstep: Class 51 contains 3040 members 
Mstep: Class 52 contains 26528 members 
Mstep: Class 53 contains 2533 members 
Mstep: Class 54 contains 10338 members 
Mstep: Class 55 contains 10143 members 
Mstep: Class 56 contains 12046 members 
Mstep: Class 57 contains 40902 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1079 members 
Mstep: Class 60 contains 5672 members 
Mstep: Class 61 contains 31353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498320.000000 Penalty: 213122.515625
Iteration 115Q: 62 clusters Score -1.544983e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 234773 members 
Mstep: Class 3 contains 90860 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 19731 members 
Mstep: Class 6 contains 76614 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 10704 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7315 members 
Mstep: Class 12 contains 95595 members 
Mstep: Class 13 contains 4391 members 
Mstep: Class 14 contains 24716 members 
Mstep: Class 15 contains 136315 members 
Mstep: Class 16 contains 8955 members 
Mstep: Class 17 contains 15468 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 8058 members 
Mstep: Class 21 contains 3071 members 
Mstep: Class 22 contains 5609 members 
Mstep: Class 23 contains 97940 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 22408 members 
Mstep: Class 26 contains 7754 members 
Mstep: Class 27 contains 13059 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 7974 members 
Mstep: Class 30 contains 14405 members 
Mstep: Class 31 contains 38106 members 
Mstep: Class 32 contains 17244 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15742 members 
Mstep: Class 35 contains 22304 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5093 members 
Mstep: Class 38 contains 9724 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3559 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31561 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5448 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6553 members 
Mstep: Class 51 contains 3049 members 
Mstep: Class 52 contains 26472 members 
Mstep: Class 53 contains 2533 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10146 members 
Mstep: Class 56 contains 12043 members 
Mstep: Class 57 contains 40896 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1079 members 
Mstep: Class 60 contains 5674 members 
Mstep: Class 61 contains 31358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498480.000000 Penalty: 213122.515625
Iteration 116Q: 62 clusters Score -1.544985e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 234756 members 
Mstep: Class 3 contains 90860 members 
Mstep: Class 4 contains 4913 members 
Mstep: Class 5 contains 19731 members 
Mstep: Class 6 contains 76633 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 8 contains 10774 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7314 members 
Mstep: Class 12 contains 95590 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 24694 members 
Mstep: Class 15 contains 136306 members 
Mstep: Class 16 contains 8955 members 
Mstep: Class 17 contains 15484 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1603 members 
Mstep: Class 20 contains 8031 members 
Mstep: Class 21 contains 3079 members 
Mstep: Class 22 contains 5602 members 
Mstep: Class 23 contains 97959 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 22402 members 
Mstep: Class 26 contains 7729 members 
Mstep: Class 27 contains 13048 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 7974 members 
Mstep: Class 30 contains 14411 members 
Mstep: Class 31 contains 38100 members 
Mstep: Class 32 contains 17254 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15739 members 
Mstep: Class 35 contains 22287 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5093 members 
Mstep: Class 38 contains 9737 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3566 members 
Mstep: Class 41 contains 1112 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31557 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5445 members 
Mstep: Class 49 contains 4415 members 
Mstep: Class 50 contains 6555 members 
Mstep: Class 51 contains 3070 members 
Mstep: Class 52 contains 26421 members 
Mstep: Class 53 contains 2537 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10152 members 
Mstep: Class 56 contains 12037 members 
Mstep: Class 57 contains 40895 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5674 members 
Mstep: Class 61 contains 31363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498592.000000 Penalty: 213122.515625
Iteration 117Q: 62 clusters Score -1.544986e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234753 members 
Mstep: Class 3 contains 90858 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 19735 members 
Mstep: Class 6 contains 76659 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 10831 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7312 members 
Mstep: Class 12 contains 95585 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 24666 members 
Mstep: Class 15 contains 136299 members 
Mstep: Class 16 contains 8955 members 
Mstep: Class 17 contains 15494 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1603 members 
Mstep: Class 20 contains 8014 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 5597 members 
Mstep: Class 23 contains 97975 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 22400 members 
Mstep: Class 26 contains 7697 members 
Mstep: Class 27 contains 13061 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7974 members 
Mstep: Class 30 contains 14423 members 
Mstep: Class 31 contains 38091 members 
Mstep: Class 32 contains 17264 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15738 members 
Mstep: Class 35 contains 22277 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5095 members 
Mstep: Class 38 contains 9747 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3571 members 
Mstep: Class 41 contains 1112 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31557 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5444 members 
Mstep: Class 49 contains 4430 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3086 members 
Mstep: Class 52 contains 26366 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10153 members 
Mstep: Class 56 contains 12028 members 
Mstep: Class 57 contains 40890 members 
Mstep: Class 58 contains 484 members 
Mstep: Class 59 contains 1077 members 
Mstep: Class 60 contains 5674 members 
Mstep: Class 61 contains 31367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498592.000000 Penalty: 213122.515625
Iteration 118Q: 62 clusters Score -1.544986e+08 nChanged 619
Entering ConstructFrom: 
Score: -154498592.000000 Penalty: 213122.515625
Entering ConstructFrom: 
Trying to split cluster 1 (45083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Entering Unmasked Estep 
Score: -5362197.500000 Penalty: 2657.632812
	Iteration 0F: 2 clusters Score -5362198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -5331669.500000 Penalty: 5315.265625
	Iteration 0F: 3 clusters Score -5331670 nChanged 20831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -5343663.000000 Penalty: 5315.265625
	Iteration 1F: 3 clusters Score -5343663 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -5344971.000000 Penalty: 5315.265625
	Iteration 2F: 3 clusters Score -5344971 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -5346596.000000 Penalty: 5315.265625
	Iteration 3F: 3 clusters Score -5346596 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -5348661.000000 Penalty: 5315.265625
	Iteration 4F: 3 clusters Score -5348661 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -5350945.000000 Penalty: 5315.265625
	Iteration 5F: 3 clusters Score -5350945 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5353397.500000 Penalty: 5315.265625
	Iteration 6F: 3 clusters Score -5353398 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -5355573.000000 Penalty: 5315.265625
	Iteration 7F: 3 clusters Score -5355573 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -5357254.000000 Penalty: 5315.265625
	Iteration 8Q: 3 clusters Score -5357254 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -5358392.500000 Penalty: 5315.265625
	Iteration 9Q: 3 clusters Score -5358392 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5359227.500000 Penalty: 5315.265625
	Iteration 10Q: 3 clusters Score -5359228 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5359759.000000 Penalty: 5315.265625
	Iteration 11Q: 3 clusters Score -5359759 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5360111.500000 Penalty: 5315.265625
	Iteration 12Q: 3 clusters Score -5360112 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5360351.500000 Penalty: 5315.265625
	Iteration 13Q: 3 clusters Score -5360352 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5360558.000000 Penalty: 5315.265625
	Iteration 14Q: 3 clusters Score -5360558 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5360691.000000 Penalty: 5315.265625
	Iteration 15Q: 3 clusters Score -5360691 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5360761.500000 Penalty: 5315.265625
	Iteration 16Q: 3 clusters Score -5360762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5360816.500000 Penalty: 5315.265625
	Iteration 17Q: 3 clusters Score -5360816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5360829.000000 Penalty: 5315.265625
	Iteration 18Q: 3 clusters Score -5360829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5360844.500000 Penalty: 5315.265625
	Iteration 19Q: 3 clusters Score -5360844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5360851.500000 Penalty: 5315.265625
	Iteration 20F: 3 clusters Score -5360852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5360857.000000 Penalty: 5315.265625
	Iteration 21Q: 3 clusters Score -5360857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5360870.000000 Penalty: 5315.265625
	Iteration 22Q: 3 clusters Score -5360870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5360873.000000 Penalty: 5315.265625
	Iteration 23Q: 3 clusters Score -5360873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5360877.500000 Penalty: 5315.265625
	Iteration 24Q: 3 clusters Score -5360878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5360880.000000 Penalty: 5315.265625
	Iteration 25Q: 3 clusters Score -5360880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5360887.500000 Penalty: 5315.265625
	Iteration 26Q: 3 clusters Score -5360888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5360881.500000 Penalty: 5315.265625
	Iteration 27Q: 3 clusters Score -5360882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5360883.500000 Penalty: 5315.265625
	Iteration 28Q: 3 clusters Score -5360884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5360881.500000 Penalty: 5315.265625
	Iteration 29Q: 3 clusters Score -5360882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5360883.000000 Penalty: 5315.265625
	Iteration 30Q: 3 clusters Score -5360883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5360884.500000 Penalty: 5315.265625
	Iteration 31Q: 3 clusters Score -5360884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5360883.500000 Penalty: 5315.265625
	Iteration 32Q: 3 clusters Score -5360884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5360888.500000 Penalty: 5315.265625
	Iteration 33Q: 3 clusters Score -5360888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5360890.000000 Penalty: 5315.265625
	Iteration 34Q: 3 clusters Score -5360890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5360891.500000 Penalty: 5315.265625
	Iteration 35Q: 3 clusters Score -5360892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5360897.000000 Penalty: 5315.265625
	Iteration 36Q: 3 clusters Score -5360897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5360892.000000 Penalty: 5315.265625
	Iteration 37Q: 3 clusters Score -5360892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5360893.500000 Penalty: 5315.265625
	Iteration 38Q: 3 clusters Score -5360894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5360896.500000 Penalty: 5315.265625
	Iteration 39Q: 3 clusters Score -5360896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5360900.500000 Penalty: 5315.265625
	Iteration 40F: 3 clusters Score -5360900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5360899.500000 Penalty: 5315.265625
	Iteration 41Q: 3 clusters Score -5360900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5360905.500000 Penalty: 5315.265625
	Iteration 42Q: 3 clusters Score -5360906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5360907.500000 Penalty: 5315.265625
	Iteration 43Q: 3 clusters Score -5360908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5360907.500000 Penalty: 5315.265625
	Iteration 44F: 3 clusters Score -5360908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (234749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234749 members 
Entering Unmasked Estep 
Score: -28725942.000000 Penalty: 3066.835449
	Iteration 0F: 2 clusters Score -2.872594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117461 members 
Mstep: Class 2 contains 117288 members 
Entering Unmasked Estep 
Score: -28580924.000000 Penalty: 6133.670898
	Iteration 0F: 3 clusters Score -2.858092e+07 nChanged 113123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117294 members 
Mstep: Class 2 contains 117455 members 
Entering Unmasked Estep 
Score: -28647372.000000 Penalty: 6133.670898
	Iteration 1F: 3 clusters Score -2.864737e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116828 members 
Mstep: Class 2 contains 117921 members 
Entering Unmasked Estep 
Score: -28649304.000000 Penalty: 6133.670898
	Iteration 2Q: 3 clusters Score -2.86493e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115885 members 
Mstep: Class 2 contains 118864 members 
Entering Unmasked Estep 
Score: -28652344.000000 Penalty: 6133.670898
	Iteration 3Q: 3 clusters Score -2.865234e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114229 members 
Mstep: Class 2 contains 120520 members 
Entering Unmasked Estep 
Score: -28657612.000000 Penalty: 6133.670898
	Iteration 4Q: 3 clusters Score -2.865761e+07 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112053 members 
Mstep: Class 2 contains 122696 members 
Entering Unmasked Estep 
Score: -28665076.000000 Penalty: 6133.670898
	Iteration 5F: 3 clusters Score -2.866508e+07 nChanged 15636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109889 members 
Mstep: Class 2 contains 124860 members 
Entering Unmasked Estep 
Score: -28674862.000000 Penalty: 6133.670898
	Iteration 6F: 3 clusters Score -2.867486e+07 nChanged 15544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108685 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -28683788.000000 Penalty: 6133.670898
	Iteration 7F: 3 clusters Score -2.868379e+07 nChanged 14012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109021 members 
Mstep: Class 2 contains 125728 members 
Entering Unmasked Estep 
Score: -28690380.000000 Penalty: 6133.670898
	Iteration 8F: 3 clusters Score -2.869038e+07 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110899 members 
Mstep: Class 2 contains 123850 members 
Entering Unmasked Estep 
Score: -28694692.000000 Penalty: 6133.670898
	Iteration 9Q: 3 clusters Score -2.869469e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113793 members 
Mstep: Class 2 contains 120956 members 
Entering Unmasked Estep 
Score: -28697224.000000 Penalty: 6133.670898
	Iteration 10Q: 3 clusters Score -2.869722e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117553 members 
Mstep: Class 2 contains 117196 members 
Entering Unmasked Estep 
Score: -28698774.000000 Penalty: 6133.670898
	Iteration 11Q: 3 clusters Score -2.869877e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121978 members 
Mstep: Class 2 contains 112771 members 
Entering Unmasked Estep 
Score: -28700130.000000 Penalty: 6133.670898
	Iteration 12Q: 3 clusters Score -2.870013e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Mstep: Class 2 contains 107803 members 
Entering Unmasked Estep 
Score: -28701516.000000 Penalty: 6133.670898
	Iteration 13Q: 3 clusters Score -2.870152e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132538 members 
Mstep: Class 2 contains 102211 members 
Entering Unmasked Estep 
Score: -28702970.000000 Penalty: 6133.670898
	Iteration 14Q: 3 clusters Score -2.870297e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138577 members 
Mstep: Class 2 contains 96172 members 
Entering Unmasked Estep 
Score: -28704722.000000 Penalty: 6133.670898
	Iteration 15Q: 3 clusters Score -2.870472e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145089 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -28706806.000000 Penalty: 6133.670898
	Iteration 16Q: 3 clusters Score -2.870681e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151963 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -28708926.000000 Penalty: 6133.670898
	Iteration 17Q: 3 clusters Score -2.870893e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159357 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -28711106.000000 Penalty: 6133.670898
	Iteration 18Q: 3 clusters Score -2.871111e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166992 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -28713470.000000 Penalty: 6133.670898
	Iteration 19Q: 3 clusters Score -2.871347e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174588 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -28716036.000000 Penalty: 6133.670898
	Iteration 20F: 3 clusters Score -2.871604e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181690 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -28718530.000000 Penalty: 6133.670898
	Iteration 21Q: 3 clusters Score -2.871853e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188196 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -28720522.000000 Penalty: 6133.670898
	Iteration 22Q: 3 clusters Score -2.872052e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193912 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -28721904.000000 Penalty: 6133.670898
	Iteration 23Q: 3 clusters Score -2.87219e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198732 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -28723072.000000 Penalty: 6133.670898
	Iteration 24Q: 3 clusters Score -2.872307e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202880 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -28723766.000000 Penalty: 6133.670898
	Iteration 25Q: 3 clusters Score -2.872377e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206434 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -28724186.000000 Penalty: 6133.670898
	Iteration 26Q: 3 clusters Score -2.872419e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209320 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -28724702.000000 Penalty: 6133.670898
	Iteration 27Q: 3 clusters Score -2.87247e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211722 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -28724990.000000 Penalty: 6133.670898
	Iteration 28Q: 3 clusters Score -2.872499e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213770 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -28725162.000000 Penalty: 6133.670898
	Iteration 29Q: 3 clusters Score -2.872516e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215455 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -28725280.000000 Penalty: 6133.670898
	Iteration 30Q: 3 clusters Score -2.872528e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216898 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -28725466.000000 Penalty: 6133.670898
	Iteration 31Q: 3 clusters Score -2.872547e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218124 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -28725348.000000 Penalty: 6133.670898
	Iteration 32Q: 3 clusters Score -2.872535e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219072 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -28725342.000000 Penalty: 6133.670898
	Iteration 33Q: 3 clusters Score -2.872534e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219886 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -28725344.000000 Penalty: 6133.670898
	Iteration 34Q: 3 clusters Score -2.872534e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220622 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -28725462.000000 Penalty: 6133.670898
	Iteration 35Q: 3 clusters Score -2.872546e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221264 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -28725500.000000 Penalty: 6133.670898
	Iteration 36Q: 3 clusters Score -2.87255e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221793 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -28725620.000000 Penalty: 6133.670898
	Iteration 37Q: 3 clusters Score -2.872562e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222255 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -28725620.000000 Penalty: 6133.670898
	Iteration 38Q: 3 clusters Score -2.872562e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222681 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -28725634.000000 Penalty: 6133.670898
	Iteration 39Q: 3 clusters Score -2.872563e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223030 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -28725658.000000 Penalty: 6133.670898
	Iteration 40F: 3 clusters Score -2.872566e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223343 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -28725640.000000 Penalty: 6133.670898
	Iteration 41Q: 3 clusters Score -2.872564e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223589 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -28725682.000000 Penalty: 6133.670898
	Iteration 42Q: 3 clusters Score -2.872568e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223786 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -28725704.000000 Penalty: 6133.670898
	Iteration 43Q: 3 clusters Score -2.87257e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223989 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -28725716.000000 Penalty: 6133.670898
	Iteration 44Q: 3 clusters Score -2.872572e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224173 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -28725768.000000 Penalty: 6133.670898
	Iteration 45Q: 3 clusters Score -2.872577e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224347 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -28725784.000000 Penalty: 6133.670898
	Iteration 46Q: 3 clusters Score -2.872578e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224520 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -28725770.000000 Penalty: 6133.670898
	Iteration 47Q: 3 clusters Score -2.872577e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224648 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -28725808.000000 Penalty: 6133.670898
	Iteration 48Q: 3 clusters Score -2.872581e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224750 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -28725812.000000 Penalty: 6133.670898
	Iteration 49Q: 3 clusters Score -2.872581e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224833 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -28725772.000000 Penalty: 6133.670898
	Iteration 50Q: 3 clusters Score -2.872577e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224905 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -28725800.000000 Penalty: 6133.670898
	Iteration 51Q: 3 clusters Score -2.87258e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224971 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -28725782.000000 Penalty: 6133.670898
	Iteration 52Q: 3 clusters Score -2.872578e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225025 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -28725826.000000 Penalty: 6133.670898
	Iteration 53Q: 3 clusters Score -2.872583e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225066 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -28725824.000000 Penalty: 6133.670898
	Iteration 54Q: 3 clusters Score -2.872582e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225108 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -28725800.000000 Penalty: 6133.670898
	Iteration 55Q: 3 clusters Score -2.87258e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225142 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -28725786.000000 Penalty: 6133.670898
	Iteration 56Q: 3 clusters Score -2.872579e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225183 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -28725826.000000 Penalty: 6133.670898
	Iteration 57Q: 3 clusters Score -2.872583e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225202 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -28725848.000000 Penalty: 6133.670898
	Iteration 58Q: 3 clusters Score -2.872585e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225227 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -28725836.000000 Penalty: 6133.670898
	Iteration 59Q: 3 clusters Score -2.872584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225247 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -28725824.000000 Penalty: 6133.670898
	Iteration 60F: 3 clusters Score -2.872582e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225270 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -28725806.000000 Penalty: 6133.670898
	Iteration 61Q: 3 clusters Score -2.872581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225293 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -28725790.000000 Penalty: 6133.670898
	Iteration 62Q: 3 clusters Score -2.872579e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225311 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -28725832.000000 Penalty: 6133.670898
	Iteration 63Q: 3 clusters Score -2.872583e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225334 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -28725824.000000 Penalty: 6133.670898
	Iteration 64Q: 3 clusters Score -2.872582e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225352 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -28725810.000000 Penalty: 6133.670898
	Iteration 65Q: 3 clusters Score -2.872581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225361 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -28725814.000000 Penalty: 6133.670898
	Iteration 66Q: 3 clusters Score -2.872581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225368 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -28725804.000000 Penalty: 6133.670898
	Iteration 67Q: 3 clusters Score -2.87258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225377 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -28725780.000000 Penalty: 6133.670898
	Iteration 68Q: 3 clusters Score -2.872578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225381 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -28725800.000000 Penalty: 6133.670898
	Iteration 69Q: 3 clusters Score -2.87258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225389 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -28725794.000000 Penalty: 6133.670898
	Iteration 70Q: 3 clusters Score -2.872579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225394 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -28725786.000000 Penalty: 6133.670898
	Iteration 71Q: 3 clusters Score -2.872579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225400 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -28725800.000000 Penalty: 6133.670898
	Iteration 72Q: 3 clusters Score -2.87258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225405 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -28725808.000000 Penalty: 6133.670898
	Iteration 73Q: 3 clusters Score -2.872581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225412 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -28725816.000000 Penalty: 6133.670898
	Iteration 74Q: 3 clusters Score -2.872582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225417 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -28725804.000000 Penalty: 6133.670898
	Iteration 75Q: 3 clusters Score -2.87258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225423 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -28725812.000000 Penalty: 6133.670898
	Iteration 76Q: 3 clusters Score -2.872581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225425 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -28725814.000000 Penalty: 6133.670898
	Iteration 77Q: 3 clusters Score -2.872581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225428 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -28725820.000000 Penalty: 6133.670898
	Iteration 78Q: 3 clusters Score -2.872582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225430 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -28725816.000000 Penalty: 6133.670898
	Iteration 79Q: 3 clusters Score -2.872582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225434 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -28725810.000000 Penalty: 6133.670898
	Iteration 80F: 3 clusters Score -2.872581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225438 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -28725812.000000 Penalty: 6133.670898
	Iteration 81Q: 3 clusters Score -2.872581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225437 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -28725828.000000 Penalty: 6133.670898
	Iteration 82Q: 3 clusters Score -2.872583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225438 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -28725834.000000 Penalty: 6133.670898
	Iteration 83Q: 3 clusters Score -2.872583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225440 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -28725820.000000 Penalty: 6133.670898
	Iteration 84Q: 3 clusters Score -2.872582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225441 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -28725808.000000 Penalty: 6133.670898
	Iteration 85Q: 3 clusters Score -2.872581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225440 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -28725814.000000 Penalty: 6133.670898
	Iteration 86Q: 3 clusters Score -2.872581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225440 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -28725814.000000 Penalty: 6133.670898
	Iteration 87F: 3 clusters Score -2.872581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90848 members 
Entering Unmasked Estep 
Score: -11137142.000000 Penalty: 2831.401855
	Iteration 0F: 2 clusters Score -1.113714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -11076230.000000 Penalty: 5662.803711
	Iteration 0F: 3 clusters Score -1.107623e+07 nChanged 42857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -11100721.000000 Penalty: 5662.803711
	Iteration 1F: 3 clusters Score -1.110072e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -11101788.000000 Penalty: 5662.803711
	Iteration 2Q: 3 clusters Score -1.110179e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -11103722.000000 Penalty: 5662.803711
	Iteration 3Q: 3 clusters Score -1.110372e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -11106816.000000 Penalty: 5662.803711
	Iteration 4F: 3 clusters Score -1.110682e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -11110792.000000 Penalty: 5662.803711
	Iteration 5F: 3 clusters Score -1.111079e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -11114666.000000 Penalty: 5662.803711
	Iteration 6F: 3 clusters Score -1.111467e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -11117432.000000 Penalty: 5662.803711
	Iteration 7F: 3 clusters Score -1.111743e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -11118878.000000 Penalty: 5662.803711
	Iteration 8Q: 3 clusters Score -1.111888e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -11119792.000000 Penalty: 5662.803711
	Iteration 9Q: 3 clusters Score -1.111979e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -11120465.000000 Penalty: 5662.803711
	Iteration 10Q: 3 clusters Score -1.112046e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -11121050.000000 Penalty: 5662.803711
	Iteration 11Q: 3 clusters Score -1.112105e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -11121610.000000 Penalty: 5662.803711
	Iteration 12Q: 3 clusters Score -1.112161e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -11122341.000000 Penalty: 5662.803711
	Iteration 13Q: 3 clusters Score -1.112234e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 70694 members 
Entering Unmasked Estep 
Score: -11123413.000000 Penalty: 5662.803711
	Iteration 14Q: 3 clusters Score -1.112341e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 73411 members 
Entering Unmasked Estep 
Score: -11124649.000000 Penalty: 5662.803711
	Iteration 15Q: 3 clusters Score -1.112465e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -11126026.000000 Penalty: 5662.803711
	Iteration 16Q: 3 clusters Score -1.112603e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -11127648.000000 Penalty: 5662.803711
	Iteration 17Q: 3 clusters Score -1.112765e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 81823 members 
Entering Unmasked Estep 
Score: -11129420.000000 Penalty: 5662.803711
	Iteration 18Q: 3 clusters Score -1.112942e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 84168 members 
Entering Unmasked Estep 
Score: -11130936.000000 Penalty: 5662.803711
	Iteration 19Q: 3 clusters Score -1.113094e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 85976 members 
Entering Unmasked Estep 
Score: -11132149.000000 Penalty: 5662.803711
	Iteration 20F: 3 clusters Score -1.113215e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 87341 members 
Entering Unmasked Estep 
Score: -11133093.000000 Penalty: 5662.803711
	Iteration 21Q: 3 clusters Score -1.113309e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -11133647.000000 Penalty: 5662.803711
	Iteration 22Q: 3 clusters Score -1.113365e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 88841 members 
Entering Unmasked Estep 
Score: -11134015.000000 Penalty: 5662.803711
	Iteration 23Q: 3 clusters Score -1.113402e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -11134283.000000 Penalty: 5662.803711
	Iteration 24Q: 3 clusters Score -1.113428e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 89422 members 
Entering Unmasked Estep 
Score: -11134431.000000 Penalty: 5662.803711
	Iteration 25Q: 3 clusters Score -1.113443e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 89562 members 
Entering Unmasked Estep 
Score: -11134531.000000 Penalty: 5662.803711
	Iteration 26Q: 3 clusters Score -1.113453e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -11134605.000000 Penalty: 5662.803711
	Iteration 27Q: 3 clusters Score -1.11346e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -11134659.000000 Penalty: 5662.803711
	Iteration 28Q: 3 clusters Score -1.113466e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -11134692.000000 Penalty: 5662.803711
	Iteration 29Q: 3 clusters Score -1.113469e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -11134703.000000 Penalty: 5662.803711
	Iteration 30Q: 3 clusters Score -1.11347e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 89843 members 
Entering Unmasked Estep 
Score: -11134730.000000 Penalty: 5662.803711
	Iteration 31Q: 3 clusters Score -1.113473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 89856 members 
Entering Unmasked Estep 
Score: -11134748.000000 Penalty: 5662.803711
	Iteration 32Q: 3 clusters Score -1.113475e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 89879 members 
Entering Unmasked Estep 
Score: -11134760.000000 Penalty: 5662.803711
	Iteration 33Q: 3 clusters Score -1.113476e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -11134771.000000 Penalty: 5662.803711
	Iteration 34Q: 3 clusters Score -1.113477e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 89922 members 
Entering Unmasked Estep 
Score: -11134787.000000 Penalty: 5662.803711
	Iteration 35Q: 3 clusters Score -1.113479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -11134788.000000 Penalty: 5662.803711
	Iteration 36Q: 3 clusters Score -1.113479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 89956 members 
Entering Unmasked Estep 
Score: -11134798.000000 Penalty: 5662.803711
	Iteration 37Q: 3 clusters Score -1.11348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
Score: -11134817.000000 Penalty: 5662.803711
	Iteration 38Q: 3 clusters Score -1.113482e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 89980 members 
Entering Unmasked Estep 
Score: -11134824.000000 Penalty: 5662.803711
	Iteration 39Q: 3 clusters Score -1.113482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 89995 members 
Entering Unmasked Estep 
Score: -11134835.000000 Penalty: 5662.803711
	Iteration 40F: 3 clusters Score -1.113484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -11134826.000000 Penalty: 5662.803711
	Iteration 41Q: 3 clusters Score -1.113483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 90008 members 
Entering Unmasked Estep 
Score: -11134835.000000 Penalty: 5662.803711
	Iteration 42Q: 3 clusters Score -1.113484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -11134844.000000 Penalty: 5662.803711
	Iteration 43Q: 3 clusters Score -1.113484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 90013 members 
Entering Unmasked Estep 
Score: -11134843.000000 Penalty: 5662.803711
	Iteration 44Q: 3 clusters Score -1.113484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 90014 members 
Entering Unmasked Estep 
Score: -11134849.000000 Penalty: 5662.803711
	Iteration 45Q: 3 clusters Score -1.113485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 90015 members 
Entering Unmasked Estep 
Score: -11134848.000000 Penalty: 5662.803711
	Iteration 46Q: 3 clusters Score -1.113485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 90017 members 
Entering Unmasked Estep 
Score: -11134841.000000 Penalty: 5662.803711
	Iteration 47Q: 3 clusters Score -1.113484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 90017 members 
Entering Unmasked Estep 
Score: -11134833.000000 Penalty: 5662.803711
	Iteration 48Q: 3 clusters Score -1.113483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 90018 members 
Entering Unmasked Estep 
Score: -11134830.000000 Penalty: 5662.803711
	Iteration 49Q: 3 clusters Score -1.113483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 90018 members 
Entering Unmasked Estep 
Score: -11134830.000000 Penalty: 5662.803711
	Iteration 50F: 3 clusters Score -1.113483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Entering Unmasked Estep 
Score: -575028.875000 Penalty: 2106.188477
	Iteration 0F: 2 clusters Score -575028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -570625.312500 Penalty: 4212.376953
	Iteration 0F: 3 clusters Score -570625.3 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -571644.812500 Penalty: 4212.376953
	Iteration 1F: 3 clusters Score -571644.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -571856.437500 Penalty: 4212.376953
	Iteration 2F: 3 clusters Score -571856.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -572029.937500 Penalty: 4212.376953
	Iteration 3F: 3 clusters Score -572029.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -572158.937500 Penalty: 4212.376953
	Iteration 4Q: 3 clusters Score -572158.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -572290.812500 Penalty: 4212.376953
	Iteration 5Q: 3 clusters Score -572290.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -572527.937500 Penalty: 4212.376953
	Iteration 6Q: 3 clusters Score -572527.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -572866.250000 Penalty: 4212.376953
	Iteration 7F: 3 clusters Score -572866.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -573288.687500 Penalty: 4212.376953
	Iteration 8F: 3 clusters Score -573288.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -573868.687500 Penalty: 4212.376953
	Iteration 9F: 3 clusters Score -573868.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -574503.000000 Penalty: 4212.376953
	Iteration 10F: 3 clusters Score -574503 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -575053.125000 Penalty: 4212.376953
	Iteration 11F: 3 clusters Score -575053.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -575429.750000 Penalty: 4212.376953
	Iteration 12Q: 3 clusters Score -575429.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -575710.187500 Penalty: 4212.376953
	Iteration 13Q: 3 clusters Score -575710.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -575896.000000 Penalty: 4212.376953
	Iteration 14Q: 3 clusters Score -575896 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -576013.437500 Penalty: 4212.376953
	Iteration 15Q: 3 clusters Score -576013.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -576091.687500 Penalty: 4212.376953
	Iteration 16Q: 3 clusters Score -576091.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -576132.812500 Penalty: 4212.376953
	Iteration 17Q: 3 clusters Score -576132.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -576163.750000 Penalty: 4212.376953
	Iteration 18Q: 3 clusters Score -576163.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -576182.125000 Penalty: 4212.376953
	Iteration 19Q: 3 clusters Score -576182.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -576199.812500 Penalty: 4212.376953
	Iteration 20F: 3 clusters Score -576199.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -576208.937500 Penalty: 4212.376953
	Iteration 21Q: 3 clusters Score -576208.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -576216.875000 Penalty: 4212.376953
	Iteration 22Q: 3 clusters Score -576216.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -576221.750000 Penalty: 4212.376953
	Iteration 23Q: 3 clusters Score -576221.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -576226.937500 Penalty: 4212.376953
	Iteration 24Q: 3 clusters Score -576226.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -576230.125000 Penalty: 4212.376953
	Iteration 25Q: 3 clusters Score -576230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -576231.875000 Penalty: 4212.376953
	Iteration 26Q: 3 clusters Score -576231.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -576233.375000 Penalty: 4212.376953
	Iteration 27Q: 3 clusters Score -576233.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -576236.375000 Penalty: 4212.376953
	Iteration 28Q: 3 clusters Score -576236.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -576236.687500 Penalty: 4212.376953
	Iteration 29Q: 3 clusters Score -576236.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -576241.375000 Penalty: 4212.376953
	Iteration 30Q: 3 clusters Score -576241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -576242.437500 Penalty: 4212.376953
	Iteration 31Q: 3 clusters Score -576242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -576244.937500 Penalty: 4212.376953
	Iteration 32Q: 3 clusters Score -576244.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -576248.250000 Penalty: 4212.376953
	Iteration 33Q: 3 clusters Score -576248.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -576250.250000 Penalty: 4212.376953
	Iteration 34Q: 3 clusters Score -576250.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -576251.125000 Penalty: 4212.376953
	Iteration 35Q: 3 clusters Score -576251.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -576253.125000 Penalty: 4212.376953
	Iteration 36Q: 3 clusters Score -576253.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -576254.750000 Penalty: 4212.376953
	Iteration 37Q: 3 clusters Score -576254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -576254.937500 Penalty: 4212.376953
	Iteration 38Q: 3 clusters Score -576254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -576256.687500 Penalty: 4212.376953
	Iteration 39Q: 3 clusters Score -576256.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -576255.875000 Penalty: 4212.376953
	Iteration 40F: 3 clusters Score -576255.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -576256.000000 Penalty: 4212.376953
	Iteration 41Q: 3 clusters Score -576256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -576255.937500 Penalty: 4212.376953
	Iteration 42Q: 3 clusters Score -576255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -576258.312500 Penalty: 4212.376953
	Iteration 43Q: 3 clusters Score -576258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -576258.375000 Penalty: 4212.376953
	Iteration 44Q: 3 clusters Score -576258.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -576258.312500 Penalty: 4212.376953
	Iteration 45Q: 3 clusters Score -576258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -576258.875000 Penalty: 4212.376953
	Iteration 46Q: 3 clusters Score -576258.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -576259.500000 Penalty: 4212.376953
	Iteration 47Q: 3 clusters Score -576259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -576259.187500 Penalty: 4212.376953
	Iteration 48Q: 3 clusters Score -576259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -576259.812500 Penalty: 4212.376953
	Iteration 49Q: 3 clusters Score -576259.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -576259.812500 Penalty: 4212.376953
	Iteration 50F: 3 clusters Score -576259.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 2528 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 24642 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 8955 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 13051 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 14422 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5092 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3574 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 2351 members 
Entering Unmasked Estep 
Score: -154498224.000000 Penalty: 216616.328125
Splitting cluster 4 changes total score from -154498592.000000 to -154498224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (19742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Entering Unmasked Estep 
Score: -2415707.000000 Penalty: 2452.844971
	Iteration 0F: 2 clusters Score -2415707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2401818.500000 Penalty: 4905.689941
	Iteration 0F: 3 clusters Score -2401818 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2406456.750000 Penalty: 4905.689941
	Iteration 1F: 3 clusters Score -2406457 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2406827.500000 Penalty: 4905.689941
	Iteration 2F: 3 clusters Score -2406828 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2407108.500000 Penalty: 4905.689941
	Iteration 3Q: 3 clusters Score -2407108 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2407358.000000 Penalty: 4905.689941
	Iteration 4Q: 3 clusters Score -2407358 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2407593.000000 Penalty: 4905.689941
	Iteration 5Q: 3 clusters Score -2407593 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2407867.750000 Penalty: 4905.689941
	Iteration 6Q: 3 clusters Score -2407868 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2408158.000000 Penalty: 4905.689941
	Iteration 7Q: 3 clusters Score -2408158 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2408514.500000 Penalty: 4905.689941
	Iteration 8Q: 3 clusters Score -2408514 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2408914.000000 Penalty: 4905.689941
	Iteration 9Q: 3 clusters Score -2408914 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2409401.000000 Penalty: 4905.689941
	Iteration 10Q: 3 clusters Score -2409401 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2409934.750000 Penalty: 4905.689941
	Iteration 11Q: 3 clusters Score -2409935 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2410499.250000 Penalty: 4905.689941
	Iteration 12Q: 3 clusters Score -2410499 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2411109.250000 Penalty: 4905.689941
	Iteration 13Q: 3 clusters Score -2411109 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2411641.250000 Penalty: 4905.689941
	Iteration 14Q: 3 clusters Score -2411641 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2412053.000000 Penalty: 4905.689941
	Iteration 15Q: 3 clusters Score -2412053 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2412297.750000 Penalty: 4905.689941
	Iteration 16Q: 3 clusters Score -2412298 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2412434.500000 Penalty: 4905.689941
	Iteration 17Q: 3 clusters Score -2412434 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2412509.250000 Penalty: 4905.689941
	Iteration 18Q: 3 clusters Score -2412509 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2412561 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2412597.500000 Penalty: 4905.689941
	Iteration 20F: 3 clusters Score -2412598 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2412618.750000 Penalty: 4905.689941
	Iteration 21Q: 3 clusters Score -2412619 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2412641.500000 Penalty: 4905.689941
	Iteration 22Q: 3 clusters Score -2412642 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2412649.000000 Penalty: 4905.689941
	Iteration 23Q: 3 clusters Score -2412649 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2412657.500000 Penalty: 4905.689941
	Iteration 24Q: 3 clusters Score -2412658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2412665.250000 Penalty: 4905.689941
	Iteration 25Q: 3 clusters Score -2412665 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2412678.750000 Penalty: 4905.689941
	Iteration 26Q: 3 clusters Score -2412679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2412682.250000 Penalty: 4905.689941
	Iteration 27Q: 3 clusters Score -2412682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2412683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2412679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2412690.500000 Penalty: 4905.689941
	Iteration 30Q: 3 clusters Score -2412690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2412687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2412695.000000 Penalty: 4905.689941
	Iteration 32Q: 3 clusters Score -2412695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2412692.750000 Penalty: 4905.689941
	Iteration 33Q: 3 clusters Score -2412693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2412697.000000 Penalty: 4905.689941
	Iteration 34Q: 3 clusters Score -2412697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2412702.750000 Penalty: 4905.689941
	Iteration 35Q: 3 clusters Score -2412703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2412698.750000 Penalty: 4905.689941
	Iteration 36Q: 3 clusters Score -2412699 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2412708.500000 Penalty: 4905.689941
	Iteration 37Q: 3 clusters Score -2412708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2412710.500000 Penalty: 4905.689941
	Iteration 38Q: 3 clusters Score -2412710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2412709.000000 Penalty: 4905.689941
	Iteration 39Q: 3 clusters Score -2412709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2412707.000000 Penalty: 4905.689941
	Iteration 40F: 3 clusters Score -2412707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2412707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2412708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2412710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2412716.000000 Penalty: 4905.689941
	Iteration 44Q: 3 clusters Score -2412716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2412721 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2412723.500000 Penalty: 4905.689941
	Iteration 46Q: 3 clusters Score -2412724 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2412724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2412726.500000 Penalty: 4905.689941
	Iteration 48Q: 3 clusters Score -2412726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2412727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2412725.750000 Penalty: 4905.689941
	Iteration 50Q: 3 clusters Score -2412726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2412729 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2412730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2412728.250000 Penalty: 4905.689941
	Iteration 53Q: 3 clusters Score -2412728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2412732.250000 Penalty: 4905.689941
	Iteration 54Q: 3 clusters Score -2412732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2412727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2412726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2412729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2412731.250000 Penalty: 4905.689941
	Iteration 58Q: 3 clusters Score -2412731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2412733.500000 Penalty: 4905.689941
	Iteration 59Q: 3 clusters Score -2412734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2412739.500000 Penalty: 4905.689941
	Iteration 60F: 3 clusters Score -2412740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2412741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2412745.500000 Penalty: 4905.689941
	Iteration 62Q: 3 clusters Score -2412746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2412750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2412752.250000 Penalty: 4905.689941
	Iteration 64Q: 3 clusters Score -2412752 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2412756 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2412759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2412766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2412766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2412772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2412772 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2412777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2412780 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2412791 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2412791 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2412799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2412805 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2412814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2412818 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2412826 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2412840 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2412839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2412859 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2412868 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2412872 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2412884 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2412889 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2412902 nChanged 83
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Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2412912 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2412935 nChanged 81
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Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 11692 members 
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	Iteration 90Q: 3 clusters Score -2412948 nChanged 70
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Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 11622 members 
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	Iteration 91Q: 3 clusters Score -2412948 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2412955 nChanged 66
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Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2412967 nChanged 74
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Mstep: Class 1 contains 8325 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2412980 nChanged 70
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Mstep: Class 1 contains 8395 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2412998 nChanged 59
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Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2413001 nChanged 49
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Mstep: Class 1 contains 8501 members 
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	Iteration 97Q: 3 clusters Score -2413005 nChanged 54
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Mstep: Class 1 contains 8555 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2413014 nChanged 46
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Mstep: Class 1 contains 8601 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2413017 nChanged 52
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Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2413021.250000 Penalty: 4905.689941
	Iteration 100F: 3 clusters Score -2413021 nChanged 51
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Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2413036 nChanged 53
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Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2413036 nChanged 43
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Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2413038 nChanged 42
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Mstep: Class 1 contains 8842 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2413049 nChanged 52
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Mstep: Class 1 contains 8892 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2413051 nChanged 51
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Mstep: Class 1 contains 8941 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2413061 nChanged 62
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Mstep: Class 1 contains 9003 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2413076 nChanged 49
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Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2413080 nChanged 49
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Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2413083.500000 Penalty: 4905.689941
	Iteration 109Q: 3 clusters Score -2413084 nChanged 49
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Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2413092.000000 Penalty: 4905.689941
	Iteration 110Q: 3 clusters Score -2413092 nChanged 47
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Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2413090.750000 Penalty: 4905.689941
	Iteration 111Q: 3 clusters Score -2413091 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9239 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9286 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2413729 nChanged 36
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Mstep: Class 1 contains 12927 members 
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	Iteration 160F: 3 clusters Score -2413728 nChanged 40
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	Iteration 199Q: 3 clusters Score -2413856 nChanged 3
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	Iteration 203Q: 3 clusters Score -2413861 nChanged 3
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Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2413852.000000 Penalty: 4905.689941
	Iteration 205Q: 3 clusters Score -2413852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2413861.250000 Penalty: 4905.689941
	Iteration 206Q: 3 clusters Score -2413861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2413860.250000 Penalty: 4905.689941
	Iteration 207Q: 3 clusters Score -2413860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2413860.000000 Penalty: 4905.689941
	Iteration 208Q: 3 clusters Score -2413860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2413860.000000 Penalty: 4905.689941
	Iteration 209Q: 3 clusters Score -2413860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2413862.000000 Penalty: 4905.689941
	Iteration 210Q: 3 clusters Score -2413862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2413860.000000 Penalty: 4905.689941
	Iteration 211Q: 3 clusters Score -2413860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2413861.500000 Penalty: 4905.689941
	Iteration 212Q: 3 clusters Score -2413862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2413862.750000 Penalty: 4905.689941
	Iteration 213Q: 3 clusters Score -2413863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2413861.750000 Penalty: 4905.689941
	Iteration 214Q: 3 clusters Score -2413862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2413861.750000 Penalty: 4905.689941
	Iteration 215F: 3 clusters Score -2413862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (76696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76696 members 
Entering Unmasked Estep 
Score: -8632757.000000 Penalty: 2789.405762
	Iteration 0F: 2 clusters Score -8632757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -8581446.000000 Penalty: 5578.811523
	Iteration 0F: 3 clusters Score -8581446 nChanged 35909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -8601983.000000 Penalty: 5578.811523
	Iteration 1F: 3 clusters Score -8601983 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -8603023.000000 Penalty: 5578.811523
	Iteration 2Q: 3 clusters Score -8603023 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -8604219.000000 Penalty: 5578.811523
	Iteration 3Q: 3 clusters Score -8604219 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -8605629.000000 Penalty: 5578.811523
	Iteration 4Q: 3 clusters Score -8605629 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -8607389.000000 Penalty: 5578.811523
	Iteration 5Q: 3 clusters Score -8607389 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -8609732.000000 Penalty: 5578.811523
	Iteration 6F: 3 clusters Score -8609732 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -8612770.000000 Penalty: 5578.811523
	Iteration 7F: 3 clusters Score -8612770 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -8616066.000000 Penalty: 5578.811523
	Iteration 8F: 3 clusters Score -8616066 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -8619181.000000 Penalty: 5578.811523
	Iteration 9F: 3 clusters Score -8619181 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -8621614.000000 Penalty: 5578.811523
	Iteration 10Q: 3 clusters Score -8621614 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -8623381.000000 Penalty: 5578.811523
	Iteration 11Q: 3 clusters Score -8623381 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -8624794.000000 Penalty: 5578.811523
	Iteration 12Q: 3 clusters Score -8624794 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -8625792.000000 Penalty: 5578.811523
	Iteration 13Q: 3 clusters Score -8625792 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -8626699.000000 Penalty: 5578.811523
	Iteration 14Q: 3 clusters Score -8626699 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -8627548.000000 Penalty: 5578.811523
	Iteration 15Q: 3 clusters Score -8627548 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -8628341.000000 Penalty: 5578.811523
	Iteration 16Q: 3 clusters Score -8628341 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -8628952.000000 Penalty: 5578.811523
	Iteration 17Q: 3 clusters Score -8628952 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -8629455.000000 Penalty: 5578.811523
	Iteration 18Q: 3 clusters Score -8629455 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73702 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -8629800.000000 Penalty: 5578.811523
	Iteration 19Q: 3 clusters Score -8629800 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8630067.000000 Penalty: 5578.811523
	Iteration 20F: 3 clusters Score -8630067 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8630245.000000 Penalty: 5578.811523
	Iteration 21Q: 3 clusters Score -8630245 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74732 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -8630377.000000 Penalty: 5578.811523
	Iteration 22Q: 3 clusters Score -8630377 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8630426.000000 Penalty: 5578.811523
	Iteration 23Q: 3 clusters Score -8630426 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8630504.000000 Penalty: 5578.811523
	Iteration 24Q: 3 clusters Score -8630504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75099 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8630561.000000 Penalty: 5578.811523
	Iteration 25Q: 3 clusters Score -8630561 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8630575.000000 Penalty: 5578.811523
	Iteration 26Q: 3 clusters Score -8630575 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75231 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8630621.000000 Penalty: 5578.811523
	Iteration 27Q: 3 clusters Score -8630621 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75277 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8630654.000000 Penalty: 5578.811523
	Iteration 28Q: 3 clusters Score -8630654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75321 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8630674.000000 Penalty: 5578.811523
	Iteration 29Q: 3 clusters Score -8630674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75356 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8630692.000000 Penalty: 5578.811523
	Iteration 30Q: 3 clusters Score -8630692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8630729.000000 Penalty: 5578.811523
	Iteration 31Q: 3 clusters Score -8630729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8630745.000000 Penalty: 5578.811523
	Iteration 32Q: 3 clusters Score -8630745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8630761.000000 Penalty: 5578.811523
	Iteration 33Q: 3 clusters Score -8630761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75445 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8630774.000000 Penalty: 5578.811523
	Iteration 34Q: 3 clusters Score -8630774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8630770.000000 Penalty: 5578.811523
	Iteration 35Q: 3 clusters Score -8630770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8630776.000000 Penalty: 5578.811523
	Iteration 36Q: 3 clusters Score -8630776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75477 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8630788.000000 Penalty: 5578.811523
	Iteration 37Q: 3 clusters Score -8630788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8630784.000000 Penalty: 5578.811523
	Iteration 38Q: 3 clusters Score -8630784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75490 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8630783.000000 Penalty: 5578.811523
	Iteration 39Q: 3 clusters Score -8630783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8630785.000000 Penalty: 5578.811523
	Iteration 40F: 3 clusters Score -8630785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8630790.000000 Penalty: 5578.811523
	Iteration 41Q: 3 clusters Score -8630790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75501 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8630813.000000 Penalty: 5578.811523
	Iteration 42Q: 3 clusters Score -8630813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8630812.000000 Penalty: 5578.811523
	Iteration 43Q: 3 clusters Score -8630812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75504 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8630811.000000 Penalty: 5578.811523
	Iteration 44Q: 3 clusters Score -8630811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8630811.000000 Penalty: 5578.811523
	Iteration 45Q: 3 clusters Score -8630811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8630817.000000 Penalty: 5578.811523
	Iteration 46Q: 3 clusters Score -8630817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8630822.000000 Penalty: 5578.811523
	Iteration 47Q: 3 clusters Score -8630822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8630820.000000 Penalty: 5578.811523
	Iteration 48Q: 3 clusters Score -8630820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75517 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8630817.000000 Penalty: 5578.811523
	Iteration 49Q: 3 clusters Score -8630817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8630821.000000 Penalty: 5578.811523
	Iteration 50Q: 3 clusters Score -8630821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8630817.000000 Penalty: 5578.811523
	Iteration 51Q: 3 clusters Score -8630817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8630826.000000 Penalty: 5578.811523
	Iteration 52Q: 3 clusters Score -8630826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75529 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8630828.000000 Penalty: 5578.811523
	Iteration 53Q: 3 clusters Score -8630828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8630833.000000 Penalty: 5578.811523
	Iteration 54Q: 3 clusters Score -8630833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75535 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8630835.000000 Penalty: 5578.811523
	Iteration 55Q: 3 clusters Score -8630835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75536 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8630832.000000 Penalty: 5578.811523
	Iteration 56Q: 3 clusters Score -8630832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8630839.000000 Penalty: 5578.811523
	Iteration 57Q: 3 clusters Score -8630839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8630833.000000 Penalty: 5578.811523
	Iteration 58Q: 3 clusters Score -8630833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8630826.000000 Penalty: 5578.811523
	Iteration 59Q: 3 clusters Score -8630826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75557 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8630833.000000 Penalty: 5578.811523
	Iteration 60F: 3 clusters Score -8630833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75560 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8630832.000000 Penalty: 5578.811523
	Iteration 61Q: 3 clusters Score -8630832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75562 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8630839.000000 Penalty: 5578.811523
	Iteration 62Q: 3 clusters Score -8630839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8630838.000000 Penalty: 5578.811523
	Iteration 63Q: 3 clusters Score -8630838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8630838.000000 Penalty: 5578.811523
	Iteration 64Q: 3 clusters Score -8630838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8630840.000000 Penalty: 5578.811523
	Iteration 65Q: 3 clusters Score -8630840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75567 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8630844.000000 Penalty: 5578.811523
	Iteration 66Q: 3 clusters Score -8630844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8630848.000000 Penalty: 5578.811523
	Iteration 67Q: 3 clusters Score -8630848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8630847.000000 Penalty: 5578.811523
	Iteration 68Q: 3 clusters Score -8630847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8630850.000000 Penalty: 5578.811523
	Iteration 69Q: 3 clusters Score -8630850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8630848.000000 Penalty: 5578.811523
	Iteration 70Q: 3 clusters Score -8630848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75575 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8630849.000000 Penalty: 5578.811523
	Iteration 71Q: 3 clusters Score -8630849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8630848.000000 Penalty: 5578.811523
	Iteration 72Q: 3 clusters Score -8630848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75575 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8630850.000000 Penalty: 5578.811523
	Iteration 73Q: 3 clusters Score -8630850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75575 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8630850.000000 Penalty: 5578.811523
	Iteration 74F: 3 clusters Score -8630850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -283394.281250 Penalty: 1873.734619
	Iteration 0F: 2 clusters Score -283394.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -280970.406250 Penalty: 3747.469238
	Iteration 0F: 3 clusters Score -280970.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -282574.281250 Penalty: 3747.469238
	Iteration 1F: 3 clusters Score -282574.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -283449.500000 Penalty: 3747.469238
	Iteration 2F: 3 clusters Score -283449.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -283804.250000 Penalty: 3747.469238
	Iteration 3F: 3 clusters Score -283804.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -284111.375000 Penalty: 3747.469238
	Iteration 4F: 3 clusters Score -284111.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -284354.687500 Penalty: 3747.469238
	Iteration 5Q: 3 clusters Score -284354.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -284564.000000 Penalty: 3747.469238
	Iteration 6Q: 3 clusters Score -284564 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -284729.875000 Penalty: 3747.469238
	Iteration 7Q: 3 clusters Score -284729.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -284834.875000 Penalty: 3747.469238
	Iteration 8Q: 3 clusters Score -284834.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -284881.781250 Penalty: 3747.469238
	Iteration 9Q: 3 clusters Score -284881.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -284901.531250 Penalty: 3747.469238
	Iteration 10Q: 3 clusters Score -284901.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -284911.000000 Penalty: 3747.469238
	Iteration 11Q: 3 clusters Score -284911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -284922.718750 Penalty: 3747.469238
	Iteration 12Q: 3 clusters Score -284922.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -284932.281250 Penalty: 3747.469238
	Iteration 13Q: 3 clusters Score -284932.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -284941.000000 Penalty: 3747.469238
	Iteration 14Q: 3 clusters Score -284941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -284944.500000 Penalty: 3747.469238
	Iteration 15Q: 3 clusters Score -284944.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -284949.656250 Penalty: 3747.469238
	Iteration 16Q: 3 clusters Score -284949.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -284951.000000 Penalty: 3747.469238
	Iteration 17Q: 3 clusters Score -284951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -284952.437500 Penalty: 3747.469238
	Iteration 18Q: 3 clusters Score -284952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -284953.375000 Penalty: 3747.469238
	Iteration 19Q: 3 clusters Score -284953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -284955.656250 Penalty: 3747.469238
	Iteration 20F: 3 clusters Score -284955.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -284960.000000 Penalty: 3747.469238
	Iteration 21Q: 3 clusters Score -284960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -284961.781250 Penalty: 3747.469238
	Iteration 22Q: 3 clusters Score -284961.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -284961.781250 Penalty: 3747.469238
	Iteration 23F: 3 clusters Score -284961.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 24642 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 8955 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 13051 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 14422 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5092 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3574 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 1177 members 
Entering Unmasked Estep 
Score: -154498416.000000 Penalty: 216616.328125
Splitting cluster 7 changes total score from -154498592.000000 to -154498416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Entering Unmasked Estep 
Score: -1306097.250000 Penalty: 2305.035400
	Iteration 0F: 2 clusters Score -1306097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1297847.000000 Penalty: 4610.070801
	Iteration 0F: 3 clusters Score -1297847 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1300748.375000 Penalty: 4610.070801
	Iteration 1F: 3 clusters Score -1300748 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1301546.250000 Penalty: 4610.070801
	Iteration 2F: 3 clusters Score -1301546 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1302385.750000 Penalty: 4610.070801
	Iteration 3F: 3 clusters Score -1302386 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1303035.125000 Penalty: 4610.070801
	Iteration 4F: 3 clusters Score -1303035 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1303433.750000 Penalty: 4610.070801
	Iteration 5F: 3 clusters Score -1303434 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1303664.375000 Penalty: 4610.070801
	Iteration 6Q: 3 clusters Score -1303664 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1303815.875000 Penalty: 4610.070801
	Iteration 7Q: 3 clusters Score -1303816 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1303905.500000 Penalty: 4610.070801
	Iteration 8Q: 3 clusters Score -1303906 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1303962.625000 Penalty: 4610.070801
	Iteration 9Q: 3 clusters Score -1303963 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1304021.250000 Penalty: 4610.070801
	Iteration 10Q: 3 clusters Score -1304021 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1304067.500000 Penalty: 4610.070801
	Iteration 11Q: 3 clusters Score -1304068 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1304095.000000 Penalty: 4610.070801
	Iteration 12Q: 3 clusters Score -1304095 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1304128.375000 Penalty: 4610.070801
	Iteration 13Q: 3 clusters Score -1304128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1304166.500000 Penalty: 4610.070801
	Iteration 14Q: 3 clusters Score -1304166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1304201.750000 Penalty: 4610.070801
	Iteration 15Q: 3 clusters Score -1304202 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1304240.000000 Penalty: 4610.070801
	Iteration 16Q: 3 clusters Score -1304240 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1304283.125000 Penalty: 4610.070801
	Iteration 17Q: 3 clusters Score -1304283 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1304331.250000 Penalty: 4610.070801
	Iteration 18Q: 3 clusters Score -1304331 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1304371.875000 Penalty: 4610.070801
	Iteration 19Q: 3 clusters Score -1304372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1304401.875000 Penalty: 4610.070801
	Iteration 20F: 3 clusters Score -1304402 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1304436.750000 Penalty: 4610.070801
	Iteration 21Q: 3 clusters Score -1304437 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1304470.875000 Penalty: 4610.070801
	Iteration 22Q: 3 clusters Score -1304471 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1304499.375000 Penalty: 4610.070801
	Iteration 23Q: 3 clusters Score -1304499 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1304524.125000 Penalty: 4610.070801
	Iteration 24Q: 3 clusters Score -1304524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1304555.375000 Penalty: 4610.070801
	Iteration 25Q: 3 clusters Score -1304555 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1304580.125000 Penalty: 4610.070801
	Iteration 26Q: 3 clusters Score -1304580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1304601.875000 Penalty: 4610.070801
	Iteration 27Q: 3 clusters Score -1304602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1304626.000000 Penalty: 4610.070801
	Iteration 28Q: 3 clusters Score -1304626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1304647.500000 Penalty: 4610.070801
	Iteration 29Q: 3 clusters Score -1304648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1304670.375000 Penalty: 4610.070801
	Iteration 30Q: 3 clusters Score -1304670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1304688.375000 Penalty: 4610.070801
	Iteration 31Q: 3 clusters Score -1304688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1304710.000000 Penalty: 4610.070801
	Iteration 32Q: 3 clusters Score -1304710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1304723.750000 Penalty: 4610.070801
	Iteration 33Q: 3 clusters Score -1304724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1304730.875000 Penalty: 4610.070801
	Iteration 34Q: 3 clusters Score -1304731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1304737.250000 Penalty: 4610.070801
	Iteration 35Q: 3 clusters Score -1304737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1304739.750000 Penalty: 4610.070801
	Iteration 36Q: 3 clusters Score -1304740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1304740.875000 Penalty: 4610.070801
	Iteration 37Q: 3 clusters Score -1304741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1304747.125000 Penalty: 4610.070801
	Iteration 38Q: 3 clusters Score -1304747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1304754.250000 Penalty: 4610.070801
	Iteration 39Q: 3 clusters Score -1304754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1304754.000000 Penalty: 4610.070801
	Iteration 40F: 3 clusters Score -1304754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1304760.250000 Penalty: 4610.070801
	Iteration 41Q: 3 clusters Score -1304760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1304764.375000 Penalty: 4610.070801
	Iteration 42Q: 3 clusters Score -1304764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1304763.875000 Penalty: 4610.070801
	Iteration 43Q: 3 clusters Score -1304764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1304766.375000 Penalty: 4610.070801
	Iteration 44Q: 3 clusters Score -1304766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1304771.750000 Penalty: 4610.070801
	Iteration 45Q: 3 clusters Score -1304772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1304774.250000 Penalty: 4610.070801
	Iteration 46Q: 3 clusters Score -1304774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1304772.375000 Penalty: 4610.070801
	Iteration 47Q: 3 clusters Score -1304772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1304774.000000 Penalty: 4610.070801
	Iteration 48Q: 3 clusters Score -1304774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1304775.250000 Penalty: 4610.070801
	Iteration 49Q: 3 clusters Score -1304775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1304773.750000 Penalty: 4610.070801
	Iteration 50Q: 3 clusters Score -1304774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1304778.125000 Penalty: 4610.070801
	Iteration 51Q: 3 clusters Score -1304778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1304780.875000 Penalty: 4610.070801
	Iteration 52Q: 3 clusters Score -1304781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1304781.500000 Penalty: 4610.070801
	Iteration 53Q: 3 clusters Score -1304782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1304782.000000 Penalty: 4610.070801
	Iteration 54Q: 3 clusters Score -1304782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1304781.000000 Penalty: 4610.070801
	Iteration 55Q: 3 clusters Score -1304781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1304785.250000 Penalty: 4610.070801
	Iteration 56Q: 3 clusters Score -1304785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1304789.125000 Penalty: 4610.070801
	Iteration 57Q: 3 clusters Score -1304789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1304788.625000 Penalty: 4610.070801
	Iteration 58Q: 3 clusters Score -1304789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1304789.125000 Penalty: 4610.070801
	Iteration 59Q: 3 clusters Score -1304789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1304793.000000 Penalty: 4610.070801
	Iteration 60F: 3 clusters Score -1304793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1304794.000000 Penalty: 4610.070801
	Iteration 61Q: 3 clusters Score -1304794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1304794.000000 Penalty: 4610.070801
	Iteration 62Q: 3 clusters Score -1304794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1304796.125000 Penalty: 4610.070801
	Iteration 63Q: 3 clusters Score -1304796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1304800.500000 Penalty: 4610.070801
	Iteration 64Q: 3 clusters Score -1304800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1304808.375000 Penalty: 4610.070801
	Iteration 65Q: 3 clusters Score -1304808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1304819.875000 Penalty: 4610.070801
	Iteration 66Q: 3 clusters Score -1304820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1304840.250000 Penalty: 4610.070801
	Iteration 67Q: 3 clusters Score -1304840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1304867.750000 Penalty: 4610.070801
	Iteration 68Q: 3 clusters Score -1304868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1304915.125000 Penalty: 4610.070801
	Iteration 69Q: 3 clusters Score -1304915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1304978.375000 Penalty: 4610.070801
	Iteration 70Q: 3 clusters Score -1304978 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1305053.500000 Penalty: 4610.070801
	Iteration 71Q: 3 clusters Score -1305054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1305086.375000 Penalty: 4610.070801
	Iteration 72Q: 3 clusters Score -1305086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1305097.375000 Penalty: 4610.070801
	Iteration 73Q: 3 clusters Score -1305097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1305115.250000 Penalty: 4610.070801
	Iteration 74Q: 3 clusters Score -1305115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1305117.625000 Penalty: 4610.070801
	Iteration 75Q: 3 clusters Score -1305118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1305123.750000 Penalty: 4610.070801
	Iteration 76Q: 3 clusters Score -1305124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1305129.875000 Penalty: 4610.070801
	Iteration 77Q: 3 clusters Score -1305130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1305132.625000 Penalty: 4610.070801
	Iteration 78Q: 3 clusters Score -1305133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1305131.125000 Penalty: 4610.070801
	Iteration 79Q: 3 clusters Score -1305131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1305130.875000 Penalty: 4610.070801
	Iteration 80F: 3 clusters Score -1305131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1305130.375000 Penalty: 4610.070801
	Iteration 81Q: 3 clusters Score -1305130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1305130.375000 Penalty: 4610.070801
	Iteration 82F: 3 clusters Score -1305130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Entering Unmasked Estep 
Score: -394007.562500 Penalty: 2015.523193
	Iteration 0F: 2 clusters Score -394007.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -390454.843750 Penalty: 4031.046387
	Iteration 0F: 3 clusters Score -390454.8 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -391175.906250 Penalty: 4031.046387
	Iteration 1F: 3 clusters Score -391175.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -391353.718750 Penalty: 4031.046387
	Iteration 2F: 3 clusters Score -391353.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -391493.656250 Penalty: 4031.046387
	Iteration 3F: 3 clusters Score -391493.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -391629.531250 Penalty: 4031.046387
	Iteration 4Q: 3 clusters Score -391629.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -391796.187500 Penalty: 4031.046387
	Iteration 5Q: 3 clusters Score -391796.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -391944.843750 Penalty: 4031.046387
	Iteration 6Q: 3 clusters Score -391944.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -392096.875000 Penalty: 4031.046387
	Iteration 7Q: 3 clusters Score -392096.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -392266.343750 Penalty: 4031.046387
	Iteration 8Q: 3 clusters Score -392266.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -392408.156250 Penalty: 4031.046387
	Iteration 9Q: 3 clusters Score -392408.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -392496.593750 Penalty: 4031.046387
	Iteration 10Q: 3 clusters Score -392496.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -392568.937500 Penalty: 4031.046387
	Iteration 11Q: 3 clusters Score -392568.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -392614.437500 Penalty: 4031.046387
	Iteration 12Q: 3 clusters Score -392614.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -392644.218750 Penalty: 4031.046387
	Iteration 13Q: 3 clusters Score -392644.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -392666.437500 Penalty: 4031.046387
	Iteration 14Q: 3 clusters Score -392666.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -392685.687500 Penalty: 4031.046387
	Iteration 15Q: 3 clusters Score -392685.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -392698.843750 Penalty: 4031.046387
	Iteration 16Q: 3 clusters Score -392698.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -392709.875000 Penalty: 4031.046387
	Iteration 17Q: 3 clusters Score -392709.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -392717.593750 Penalty: 4031.046387
	Iteration 18Q: 3 clusters Score -392717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -392720.031250 Penalty: 4031.046387
	Iteration 19Q: 3 clusters Score -392720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -392723.343750 Penalty: 4031.046387
	Iteration 20F: 3 clusters Score -392723.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -392728.625000 Penalty: 4031.046387
	Iteration 21Q: 3 clusters Score -392728.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -392729.875000 Penalty: 4031.046387
	Iteration 22Q: 3 clusters Score -392729.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -392729.875000 Penalty: 4031.046387
	Iteration 23F: 3 clusters Score -392729.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Entering Unmasked Estep 
Score: -669980.875000 Penalty: 2137.070557
	Iteration 0F: 2 clusters Score -669980.9 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 2783 members 
Entering Unmasked Estep 
Score: -665134.437500 Penalty: 4274.141113
	Iteration 0F: 3 clusters Score -665134.4 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -666341.125000 Penalty: 4274.141113
	Iteration 1F: 3 clusters Score -666341.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -666583.312500 Penalty: 4274.141113
	Iteration 2F: 3 clusters Score -666583.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -666772.625000 Penalty: 4274.141113
	Iteration 3F: 3 clusters Score -666772.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -666895.375000 Penalty: 4274.141113
	Iteration 4Q: 3 clusters Score -666895.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -666995.812500 Penalty: 4274.141113
	Iteration 5Q: 3 clusters Score -666995.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -667072.625000 Penalty: 4274.141113
	Iteration 6Q: 3 clusters Score -667072.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -667148.875000 Penalty: 4274.141113
	Iteration 7Q: 3 clusters Score -667148.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -667230.312500 Penalty: 4274.141113
	Iteration 8Q: 3 clusters Score -667230.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -667319.937500 Penalty: 4274.141113
	Iteration 9Q: 3 clusters Score -667319.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -667401.937500 Penalty: 4274.141113
	Iteration 10Q: 3 clusters Score -667401.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -667474.000000 Penalty: 4274.141113
	Iteration 11Q: 3 clusters Score -667474 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -667563.687500 Penalty: 4274.141113
	Iteration 12Q: 3 clusters Score -667563.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -667645.062500 Penalty: 4274.141113
	Iteration 13Q: 3 clusters Score -667645.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -667725.437500 Penalty: 4274.141113
	Iteration 14Q: 3 clusters Score -667725.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -667796.187500 Penalty: 4274.141113
	Iteration 15Q: 3 clusters Score -667796.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -667855.937500 Penalty: 4274.141113
	Iteration 16Q: 3 clusters Score -667855.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -667898.562500 Penalty: 4274.141113
	Iteration 17Q: 3 clusters Score -667898.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -667938.125000 Penalty: 4274.141113
	Iteration 18Q: 3 clusters Score -667938.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -667964.187500 Penalty: 4274.141113
	Iteration 19Q: 3 clusters Score -667964.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -667983.125000 Penalty: 4274.141113
	Iteration 20F: 3 clusters Score -667983.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -668001.375000 Penalty: 4274.141113
	Iteration 21Q: 3 clusters Score -668001.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -668024.500000 Penalty: 4274.141113
	Iteration 22Q: 3 clusters Score -668024.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -668051.375000 Penalty: 4274.141113
	Iteration 23Q: 3 clusters Score -668051.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -668068.937500 Penalty: 4274.141113
	Iteration 24Q: 3 clusters Score -668068.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -668081.000000 Penalty: 4274.141113
	Iteration 25Q: 3 clusters Score -668081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -668090.312500 Penalty: 4274.141113
	Iteration 26Q: 3 clusters Score -668090.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -668096.437500 Penalty: 4274.141113
	Iteration 27Q: 3 clusters Score -668096.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -668102.562500 Penalty: 4274.141113
	Iteration 28Q: 3 clusters Score -668102.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -668106.250000 Penalty: 4274.141113
	Iteration 29Q: 3 clusters Score -668106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -668109.687500 Penalty: 4274.141113
	Iteration 30Q: 3 clusters Score -668109.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -668113.250000 Penalty: 4274.141113
	Iteration 31Q: 3 clusters Score -668113.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -668117.375000 Penalty: 4274.141113
	Iteration 32Q: 3 clusters Score -668117.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -668120.437500 Penalty: 4274.141113
	Iteration 33Q: 3 clusters Score -668120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -668123.187500 Penalty: 4274.141113
	Iteration 34Q: 3 clusters Score -668123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -668125.437500 Penalty: 4274.141113
	Iteration 35Q: 3 clusters Score -668125.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -668126.625000 Penalty: 4274.141113
	Iteration 36Q: 3 clusters Score -668126.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -668127.062500 Penalty: 4274.141113
	Iteration 37Q: 3 clusters Score -668127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -668127.062500 Penalty: 4274.141113
	Iteration 38F: 3 clusters Score -668127.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Entering Unmasked Estep 
Score: -862997.312500 Penalty: 2206.421875
	Iteration 0F: 2 clusters Score -862997.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -856970.375000 Penalty: 4412.843750
	Iteration 0F: 3 clusters Score -856970.4 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -858719.187500 Penalty: 4412.843750
	Iteration 1F: 3 clusters Score -858719.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -859091.500000 Penalty: 4412.843750
	Iteration 2F: 3 clusters Score -859091.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -859406.187500 Penalty: 4412.843750
	Iteration 3F: 3 clusters Score -859406.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -859704.187500 Penalty: 4412.843750
	Iteration 4F: 3 clusters Score -859704.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -860004.437500 Penalty: 4412.843750
	Iteration 5Q: 3 clusters Score -860004.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -860323.437500 Penalty: 4412.843750
	Iteration 6Q: 3 clusters Score -860323.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -860710.750000 Penalty: 4412.843750
	Iteration 7F: 3 clusters Score -860710.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -861101.687500 Penalty: 4412.843750
	Iteration 8F: 3 clusters Score -861101.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -861502.812500 Penalty: 4412.843750
	Iteration 9F: 3 clusters Score -861502.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -861830.000000 Penalty: 4412.843750
	Iteration 10Q: 3 clusters Score -861830 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -862063.250000 Penalty: 4412.843750
	Iteration 11Q: 3 clusters Score -862063.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -862250.812500 Penalty: 4412.843750
	Iteration 12Q: 3 clusters Score -862250.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -862402.500000 Penalty: 4412.843750
	Iteration 13Q: 3 clusters Score -862402.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -862526.875000 Penalty: 4412.843750
	Iteration 14Q: 3 clusters Score -862526.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -862618.437500 Penalty: 4412.843750
	Iteration 15Q: 3 clusters Score -862618.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -862689.937500 Penalty: 4412.843750
	Iteration 16Q: 3 clusters Score -862689.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -862733.250000 Penalty: 4412.843750
	Iteration 17Q: 3 clusters Score -862733.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -862753.375000 Penalty: 4412.843750
	Iteration 18Q: 3 clusters Score -862753.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -862763.875000 Penalty: 4412.843750
	Iteration 19Q: 3 clusters Score -862763.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -862775.312500 Penalty: 4412.843750
	Iteration 20F: 3 clusters Score -862775.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -862780.125000 Penalty: 4412.843750
	Iteration 21Q: 3 clusters Score -862780.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -862786.500000 Penalty: 4412.843750
	Iteration 22Q: 3 clusters Score -862786.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -862787.000000 Penalty: 4412.843750
	Iteration 23Q: 3 clusters Score -862787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -862787.375000 Penalty: 4412.843750
	Iteration 24Q: 3 clusters Score -862787.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -862788.375000 Penalty: 4412.843750
	Iteration 25Q: 3 clusters Score -862788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -862789.437500 Penalty: 4412.843750
	Iteration 26Q: 3 clusters Score -862789.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -862788.812500 Penalty: 4412.843750
	Iteration 27Q: 3 clusters Score -862788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -862789.437500 Penalty: 4412.843750
	Iteration 28Q: 3 clusters Score -862789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -862792.250000 Penalty: 4412.843750
	Iteration 29Q: 3 clusters Score -862792.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -862792.187500 Penalty: 4412.843750
	Iteration 30Q: 3 clusters Score -862792.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -862791.750000 Penalty: 4412.843750
	Iteration 31Q: 3 clusters Score -862791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -862794.312500 Penalty: 4412.843750
	Iteration 32Q: 3 clusters Score -862794.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -862794.687500 Penalty: 4412.843750
	Iteration 33Q: 3 clusters Score -862794.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -862794.687500 Penalty: 4412.843750
	Iteration 34F: 3 clusters Score -862794.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Entering Unmasked Estep 
Score: -11613708.000000 Penalty: 2844.015137
	Iteration 0F: 2 clusters Score -1.161371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -11550044.000000 Penalty: 5688.030273
	Iteration 0F: 3 clusters Score -1.155004e+07 nChanged 45005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -11575470.000000 Penalty: 5688.030273
	Iteration 1F: 3 clusters Score -1.157547e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -11576162.000000 Penalty: 5688.030273
	Iteration 2Q: 3 clusters Score -1.157616e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -11577211.000000 Penalty: 5688.030273
	Iteration 3Q: 3 clusters Score -1.157721e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -11578523.000000 Penalty: 5688.030273
	Iteration 4Q: 3 clusters Score -1.157852e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -11580965.000000 Penalty: 5688.030273
	Iteration 5F: 3 clusters Score -1.158096e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -11584845.000000 Penalty: 5688.030273
	Iteration 6F: 3 clusters Score -1.158484e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -11590290.000000 Penalty: 5688.030273
	Iteration 7F: 3 clusters Score -1.159029e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -11596893.000000 Penalty: 5688.030273
	Iteration 8F: 3 clusters Score -1.159689e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -11602900.000000 Penalty: 5688.030273
	Iteration 9F: 3 clusters Score -1.16029e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -11607163.000000 Penalty: 5688.030273
	Iteration 10Q: 3 clusters Score -1.160716e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -11609516.000000 Penalty: 5688.030273
	Iteration 11Q: 3 clusters Score -1.160952e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11610558.000000 Penalty: 5688.030273
	Iteration 12Q: 3 clusters Score -1.161056e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11611017.000000 Penalty: 5688.030273
	Iteration 13Q: 3 clusters Score -1.161102e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94762 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11611213.000000 Penalty: 5688.030273
	Iteration 14Q: 3 clusters Score -1.161121e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94863 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -11611325.000000 Penalty: 5688.030273
	Iteration 15Q: 3 clusters Score -1.161132e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11611389.000000 Penalty: 5688.030273
	Iteration 16Q: 3 clusters Score -1.161139e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94945 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -11611413.000000 Penalty: 5688.030273
	Iteration 17Q: 3 clusters Score -1.161141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94962 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11611433.000000 Penalty: 5688.030273
	Iteration 18Q: 3 clusters Score -1.161143e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94978 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11611447.000000 Penalty: 5688.030273
	Iteration 19Q: 3 clusters Score -1.161145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -11611451.000000 Penalty: 5688.030273
	Iteration 20F: 3 clusters Score -1.161145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -11611458.000000 Penalty: 5688.030273
	Iteration 21Q: 3 clusters Score -1.161146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -11611472.000000 Penalty: 5688.030273
	Iteration 22Q: 3 clusters Score -1.161147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95002 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11611481.000000 Penalty: 5688.030273
	Iteration 23Q: 3 clusters Score -1.161148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11611466.000000 Penalty: 5688.030273
	Iteration 24Q: 3 clusters Score -1.161147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95008 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -11611470.000000 Penalty: 5688.030273
	Iteration 25Q: 3 clusters Score -1.161147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95011 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11611485.000000 Penalty: 5688.030273
	Iteration 26Q: 3 clusters Score -1.161148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95018 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -11611482.000000 Penalty: 5688.030273
	Iteration 27Q: 3 clusters Score -1.161148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11611484.000000 Penalty: 5688.030273
	Iteration 28Q: 3 clusters Score -1.161148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11611486.000000 Penalty: 5688.030273
	Iteration 29Q: 3 clusters Score -1.161149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95029 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11611496.000000 Penalty: 5688.030273
	Iteration 30Q: 3 clusters Score -1.16115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95030 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11611495.000000 Penalty: 5688.030273
	Iteration 31Q: 3 clusters Score -1.16115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11611498.000000 Penalty: 5688.030273
	Iteration 32Q: 3 clusters Score -1.16115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11611498.000000 Penalty: 5688.030273
	Iteration 33F: 3 clusters Score -1.16115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -559813.125000 Penalty: 2080.222900
	Iteration 0F: 2 clusters Score -559813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -555682.375000 Penalty: 4160.445801
	Iteration 0F: 3 clusters Score -555682.4 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -556575.500000 Penalty: 4160.445801
	Iteration 1F: 3 clusters Score -556575.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -556748.937500 Penalty: 4160.445801
	Iteration 2F: 3 clusters Score -556748.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -556855.562500 Penalty: 4160.445801
	Iteration 3Q: 3 clusters Score -556855.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -556931.625000 Penalty: 4160.445801
	Iteration 4Q: 3 clusters Score -556931.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -556987.375000 Penalty: 4160.445801
	Iteration 5Q: 3 clusters Score -556987.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -557042.437500 Penalty: 4160.445801
	Iteration 6Q: 3 clusters Score -557042.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -557095.062500 Penalty: 4160.445801
	Iteration 7Q: 3 clusters Score -557095.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -557124.125000 Penalty: 4160.445801
	Iteration 8Q: 3 clusters Score -557124.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -557144.937500 Penalty: 4160.445801
	Iteration 9Q: 3 clusters Score -557144.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -557168.500000 Penalty: 4160.445801
	Iteration 10Q: 3 clusters Score -557168.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -557186.500000 Penalty: 4160.445801
	Iteration 11Q: 3 clusters Score -557186.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -557201.500000 Penalty: 4160.445801
	Iteration 12Q: 3 clusters Score -557201.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -557218.812500 Penalty: 4160.445801
	Iteration 13Q: 3 clusters Score -557218.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -557231.812500 Penalty: 4160.445801
	Iteration 14Q: 3 clusters Score -557231.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -557241.750000 Penalty: 4160.445801
	Iteration 15Q: 3 clusters Score -557241.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -557249.500000 Penalty: 4160.445801
	Iteration 16Q: 3 clusters Score -557249.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -557257.750000 Penalty: 4160.445801
	Iteration 17Q: 3 clusters Score -557257.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -557263.250000 Penalty: 4160.445801
	Iteration 18Q: 3 clusters Score -557263.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -557268.000000 Penalty: 4160.445801
	Iteration 19Q: 3 clusters Score -557268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -557271.250000 Penalty: 4160.445801
	Iteration 20F: 3 clusters Score -557271.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -557273.437500 Penalty: 4160.445801
	Iteration 21Q: 3 clusters Score -557273.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -557277.500000 Penalty: 4160.445801
	Iteration 22Q: 3 clusters Score -557277.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -557279.000000 Penalty: 4160.445801
	Iteration 23Q: 3 clusters Score -557279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -557281.437500 Penalty: 4160.445801
	Iteration 24Q: 3 clusters Score -557281.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -557283.812500 Penalty: 4160.445801
	Iteration 25Q: 3 clusters Score -557283.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -557285.875000 Penalty: 4160.445801
	Iteration 26Q: 3 clusters Score -557285.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -557289.375000 Penalty: 4160.445801
	Iteration 27Q: 3 clusters Score -557289.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -557293.250000 Penalty: 4160.445801
	Iteration 28Q: 3 clusters Score -557293.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -557295.937500 Penalty: 4160.445801
	Iteration 29Q: 3 clusters Score -557295.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -557299.812500 Penalty: 4160.445801
	Iteration 30Q: 3 clusters Score -557299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -557299.312500 Penalty: 4160.445801
	Iteration 31Q: 3 clusters Score -557299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -557301.312500 Penalty: 4160.445801
	Iteration 32Q: 3 clusters Score -557301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -557300.312500 Penalty: 4160.445801
	Iteration 33Q: 3 clusters Score -557300.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -557302.937500 Penalty: 4160.445801
	Iteration 34Q: 3 clusters Score -557302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -557305.187500 Penalty: 4160.445801
	Iteration 35Q: 3 clusters Score -557305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -557306.062500 Penalty: 4160.445801
	Iteration 36Q: 3 clusters Score -557306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -557305.562500 Penalty: 4160.445801
	Iteration 37Q: 3 clusters Score -557305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -557307.250000 Penalty: 4160.445801
	Iteration 38Q: 3 clusters Score -557307.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -557307.250000 Penalty: 4160.445801
	Iteration 39F: 3 clusters Score -557307.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Entering Unmasked Estep 
Score: -2943627.000000 Penalty: 2507.827393
	Iteration 0F: 2 clusters Score -2943627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2926653.500000 Penalty: 5015.654785
	Iteration 0F: 3 clusters Score -2926654 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2933335.250000 Penalty: 5015.654785
	Iteration 1F: 3 clusters Score -2933335 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2934580.750000 Penalty: 5015.654785
	Iteration 2F: 3 clusters Score -2934581 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2936149.750000 Penalty: 5015.654785
	Iteration 3F: 3 clusters Score -2936150 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2937986.000000 Penalty: 5015.654785
	Iteration 4F: 3 clusters Score -2937986 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2939934.750000 Penalty: 5015.654785
	Iteration 5F: 3 clusters Score -2939935 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2941662.500000 Penalty: 5015.654785
	Iteration 6F: 3 clusters Score -2941662 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2942881.250000 Penalty: 5015.654785
	Iteration 7F: 3 clusters Score -2942881 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2943516.750000 Penalty: 5015.654785
	Iteration 8Q: 3 clusters Score -2943517 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2943799.750000 Penalty: 5015.654785
	Iteration 9Q: 3 clusters Score -2943800 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2943974.500000 Penalty: 5015.654785
	Iteration 10Q: 3 clusters Score -2943974 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2944112.250000 Penalty: 5015.654785
	Iteration 11Q: 3 clusters Score -2944112 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2944286.500000 Penalty: 5015.654785
	Iteration 12Q: 3 clusters Score -2944286 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2944429.500000 Penalty: 5015.654785
	Iteration 13Q: 3 clusters Score -2944430 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2944532.750000 Penalty: 5015.654785
	Iteration 14Q: 3 clusters Score -2944533 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2944642.750000 Penalty: 5015.654785
	Iteration 15Q: 3 clusters Score -2944643 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2944693.000000 Penalty: 5015.654785
	Iteration 16Q: 3 clusters Score -2944693 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2944740.500000 Penalty: 5015.654785
	Iteration 17Q: 3 clusters Score -2944740 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2944757.750000 Penalty: 5015.654785
	Iteration 18Q: 3 clusters Score -2944758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2944762.750000 Penalty: 5015.654785
	Iteration 19Q: 3 clusters Score -2944763 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2944776.500000 Penalty: 5015.654785
	Iteration 20F: 3 clusters Score -2944776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2944779.750000 Penalty: 5015.654785
	Iteration 21Q: 3 clusters Score -2944780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2944778.000000 Penalty: 5015.654785
	Iteration 22Q: 3 clusters Score -2944778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2944786.250000 Penalty: 5015.654785
	Iteration 23Q: 3 clusters Score -2944786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2944776.750000 Penalty: 5015.654785
	Iteration 24Q: 3 clusters Score -2944777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2944790.250000 Penalty: 5015.654785
	Iteration 25Q: 3 clusters Score -2944790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2944785.750000 Penalty: 5015.654785
	Iteration 26Q: 3 clusters Score -2944786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2944786.500000 Penalty: 5015.654785
	Iteration 27Q: 3 clusters Score -2944786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2944795.250000 Penalty: 5015.654785
	Iteration 28Q: 3 clusters Score -2944795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2944804.250000 Penalty: 5015.654785
	Iteration 29Q: 3 clusters Score -2944804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2944801.000000 Penalty: 5015.654785
	Iteration 30Q: 3 clusters Score -2944801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2944807.750000 Penalty: 5015.654785
	Iteration 31Q: 3 clusters Score -2944808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2944810.250000 Penalty: 5015.654785
	Iteration 32Q: 3 clusters Score -2944810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2944809.750000 Penalty: 5015.654785
	Iteration 33Q: 3 clusters Score -2944810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2944813.500000 Penalty: 5015.654785
	Iteration 34Q: 3 clusters Score -2944814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2944812.000000 Penalty: 5015.654785
	Iteration 35Q: 3 clusters Score -2944812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2944812.500000 Penalty: 5015.654785
	Iteration 36Q: 3 clusters Score -2944812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2944822.750000 Penalty: 5015.654785
	Iteration 37Q: 3 clusters Score -2944823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2944821.000000 Penalty: 5015.654785
	Iteration 38Q: 3 clusters Score -2944821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2944817.000000 Penalty: 5015.654785
	Iteration 39Q: 3 clusters Score -2944817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2944816.250000 Penalty: 5015.654785
	Iteration 40F: 3 clusters Score -2944816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2944818.250000 Penalty: 5015.654785
	Iteration 41Q: 3 clusters Score -2944818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2944819.500000 Penalty: 5015.654785
	Iteration 42Q: 3 clusters Score -2944820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2944821.000000 Penalty: 5015.654785
	Iteration 43Q: 3 clusters Score -2944821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2944823.000000 Penalty: 5015.654785
	Iteration 44Q: 3 clusters Score -2944823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2944819.250000 Penalty: 5015.654785
	Iteration 45Q: 3 clusters Score -2944819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2944821.000000 Penalty: 5015.654785
	Iteration 46Q: 3 clusters Score -2944821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2944820.000000 Penalty: 5015.654785
	Iteration 47Q: 3 clusters Score -2944820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2944820.000000 Penalty: 5015.654785
	Iteration 48Q: 3 clusters Score -2944820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2944825.000000 Penalty: 5015.654785
	Iteration 49Q: 3 clusters Score -2944825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2944822.500000 Penalty: 5015.654785
	Iteration 50Q: 3 clusters Score -2944822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2944829.750000 Penalty: 5015.654785
	Iteration 51Q: 3 clusters Score -2944830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2944828.250000 Penalty: 5015.654785
	Iteration 52Q: 3 clusters Score -2944828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2944828.750000 Penalty: 5015.654785
	Iteration 53Q: 3 clusters Score -2944829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2944831.500000 Penalty: 5015.654785
	Iteration 54Q: 3 clusters Score -2944832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2944830.250000 Penalty: 5015.654785
	Iteration 55Q: 3 clusters Score -2944830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2944831.250000 Penalty: 5015.654785
	Iteration 56Q: 3 clusters Score -2944831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2944829.000000 Penalty: 5015.654785
	Iteration 57Q: 3 clusters Score -2944829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2944826.500000 Penalty: 5015.654785
	Iteration 58Q: 3 clusters Score -2944826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2944826.500000 Penalty: 5015.654785
	Iteration 59F: 3 clusters Score -2944826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 8955 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 13051 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 14422 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5092 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3574 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Entering Unmasked Estep 
Score: -154498640.000000 Penalty: 216616.328125
Splitting cluster 14 changes total score from -154498592.000000 to -154498640.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 15 (136294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136294 members 
Entering Unmasked Estep 
Score: -16542587.000000 Penalty: 2931.997314
	Iteration 0F: 2 clusters Score -1.654259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -16451588.000000 Penalty: 5863.994629
	Iteration 0F: 3 clusters Score -1.645159e+07 nChanged 64944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -16489145.000000 Penalty: 5863.994629
	Iteration 1F: 3 clusters Score -1.648914e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -16490300.000000 Penalty: 5863.994629
	Iteration 2Q: 3 clusters Score -1.64903e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -16491957.000000 Penalty: 5863.994629
	Iteration 3Q: 3 clusters Score -1.649196e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81653 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -16494704.000000 Penalty: 5863.994629
	Iteration 4Q: 3 clusters Score -1.64947e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89088 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -16499512.000000 Penalty: 5863.994629
	Iteration 5F: 3 clusters Score -1.649951e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -16507339.000000 Penalty: 5863.994629
	Iteration 6F: 3 clusters Score -1.650734e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110517 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -16517523.000000 Penalty: 5863.994629
	Iteration 7F: 3 clusters Score -1.651752e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120858 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -16527237.000000 Penalty: 5863.994629
	Iteration 8F: 3 clusters Score -1.652724e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128009 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -16533958.000000 Penalty: 5863.994629
	Iteration 9F: 3 clusters Score -1.653396e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131920 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -16537468.000000 Penalty: 5863.994629
	Iteration 10Q: 3 clusters Score -1.653747e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133689 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -16539169.000000 Penalty: 5863.994629
	Iteration 11Q: 3 clusters Score -1.653917e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134508 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -16539831.000000 Penalty: 5863.994629
	Iteration 12Q: 3 clusters Score -1.653983e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134872 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -16540196.000000 Penalty: 5863.994629
	Iteration 13Q: 3 clusters Score -1.65402e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135070 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -16540456.000000 Penalty: 5863.994629
	Iteration 14Q: 3 clusters Score -1.654046e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135203 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -16540606.000000 Penalty: 5863.994629
	Iteration 15Q: 3 clusters Score -1.654061e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135273 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -16540698.000000 Penalty: 5863.994629
	Iteration 16Q: 3 clusters Score -1.65407e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135325 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -16540771.000000 Penalty: 5863.994629
	Iteration 17Q: 3 clusters Score -1.654077e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135351 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -16540802.000000 Penalty: 5863.994629
	Iteration 18Q: 3 clusters Score -1.65408e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135374 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -16540838.000000 Penalty: 5863.994629
	Iteration 19Q: 3 clusters Score -1.654084e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135391 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -16540897.000000 Penalty: 5863.994629
	Iteration 20F: 3 clusters Score -1.65409e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135401 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -16540915.000000 Penalty: 5863.994629
	Iteration 21Q: 3 clusters Score -1.654092e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135429 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16540956.000000 Penalty: 5863.994629
	Iteration 22Q: 3 clusters Score -1.654096e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135457 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -16541040.000000 Penalty: 5863.994629
	Iteration 23Q: 3 clusters Score -1.654104e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135463 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16541097.000000 Penalty: 5863.994629
	Iteration 24Q: 3 clusters Score -1.65411e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135465 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -16541132.000000 Penalty: 5863.994629
	Iteration 25Q: 3 clusters Score -1.654113e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135453 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -16541168.000000 Penalty: 5863.994629
	Iteration 26Q: 3 clusters Score -1.654117e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135451 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -16541185.000000 Penalty: 5863.994629
	Iteration 27Q: 3 clusters Score -1.654118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135445 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16541205.000000 Penalty: 5863.994629
	Iteration 28Q: 3 clusters Score -1.65412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135445 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16541218.000000 Penalty: 5863.994629
	Iteration 29Q: 3 clusters Score -1.654122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135444 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -16541229.000000 Penalty: 5863.994629
	Iteration 30Q: 3 clusters Score -1.654123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135438 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -16541215.000000 Penalty: 5863.994629
	Iteration 31Q: 3 clusters Score -1.654122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135432 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -16541212.000000 Penalty: 5863.994629
	Iteration 32Q: 3 clusters Score -1.654121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135427 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -16541223.000000 Penalty: 5863.994629
	Iteration 33Q: 3 clusters Score -1.654122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135423 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16541220.000000 Penalty: 5863.994629
	Iteration 34Q: 3 clusters Score -1.654122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135420 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -16541218.000000 Penalty: 5863.994629
	Iteration 35Q: 3 clusters Score -1.654122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135417 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -16541222.000000 Penalty: 5863.994629
	Iteration 36Q: 3 clusters Score -1.654122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135413 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -16541231.000000 Penalty: 5863.994629
	Iteration 37Q: 3 clusters Score -1.654123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135408 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -16541242.000000 Penalty: 5863.994629
	Iteration 38Q: 3 clusters Score -1.654124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135409 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -16541237.000000 Penalty: 5863.994629
	Iteration 39Q: 3 clusters Score -1.654124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135410 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -16541242.000000 Penalty: 5863.994629
	Iteration 40F: 3 clusters Score -1.654124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135411 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -16541239.000000 Penalty: 5863.994629
	Iteration 41Q: 3 clusters Score -1.654124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135412 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16541236.000000 Penalty: 5863.994629
	Iteration 42Q: 3 clusters Score -1.654124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135412 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16541238.000000 Penalty: 5863.994629
	Iteration 43Q: 3 clusters Score -1.654124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135412 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16541238.000000 Penalty: 5863.994629
	Iteration 44F: 3 clusters Score -1.654124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Entering Unmasked Estep 
Score: -1040058.625000 Penalty: 2256.791748
	Iteration 0F: 2 clusters Score -1040059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1032986.500000 Penalty: 4513.583496
	Iteration 0F: 3 clusters Score -1032986 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1035227.000000 Penalty: 4513.583496
	Iteration 1F: 3 clusters Score -1035227 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1035989.687500 Penalty: 4513.583496
	Iteration 2F: 3 clusters Score -1035990 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1037101.937500 Penalty: 4513.583496
	Iteration 3F: 3 clusters Score -1037102 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1038591.750000 Penalty: 4513.583496
	Iteration 4F: 3 clusters Score -1038592 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1040151.500000 Penalty: 4513.583496
	Iteration 5F: 3 clusters Score -1040152 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1041330.875000 Penalty: 4513.583496
	Iteration 6F: 3 clusters Score -1041331 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1042053.750000 Penalty: 4513.583496
	Iteration 7F: 3 clusters Score -1042054 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1042504.500000 Penalty: 4513.583496
	Iteration 8Q: 3 clusters Score -1042504 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1042882.437500 Penalty: 4513.583496
	Iteration 9Q: 3 clusters Score -1042882 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1043178.375000 Penalty: 4513.583496
	Iteration 10Q: 3 clusters Score -1043178 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1043520.250000 Penalty: 4513.583496
	Iteration 11Q: 3 clusters Score -1043520 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1043980.062500 Penalty: 4513.583496
	Iteration 12Q: 3 clusters Score -1043980 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1044321.875000 Penalty: 4513.583496
	Iteration 13Q: 3 clusters Score -1044322 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1044514.875000 Penalty: 4513.583496
	Iteration 14Q: 3 clusters Score -1044515 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1044581.250000 Penalty: 4513.583496
	Iteration 15Q: 3 clusters Score -1044581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1044610.500000 Penalty: 4513.583496
	Iteration 16Q: 3 clusters Score -1044610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1044632.437500 Penalty: 4513.583496
	Iteration 17Q: 3 clusters Score -1044632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1044642.437500 Penalty: 4513.583496
	Iteration 18Q: 3 clusters Score -1044642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1044653.000000 Penalty: 4513.583496
	Iteration 19Q: 3 clusters Score -1044653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1044667.625000 Penalty: 4513.583496
	Iteration 20F: 3 clusters Score -1044668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1044682.812500 Penalty: 4513.583496
	Iteration 21Q: 3 clusters Score -1044683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1044689.375000 Penalty: 4513.583496
	Iteration 22Q: 3 clusters Score -1044689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1044692.750000 Penalty: 4513.583496
	Iteration 23Q: 3 clusters Score -1044693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1044694.500000 Penalty: 4513.583496
	Iteration 24Q: 3 clusters Score -1044694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1044699.937500 Penalty: 4513.583496
	Iteration 25Q: 3 clusters Score -1044700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1044699.062500 Penalty: 4513.583496
	Iteration 26Q: 3 clusters Score -1044699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1044699.187500 Penalty: 4513.583496
	Iteration 27Q: 3 clusters Score -1044699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1044699.937500 Penalty: 4513.583496
	Iteration 28Q: 3 clusters Score -1044700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1044704.000000 Penalty: 4513.583496
	Iteration 29Q: 3 clusters Score -1044704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1044704.875000 Penalty: 4513.583496
	Iteration 30Q: 3 clusters Score -1044705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1044705.375000 Penalty: 4513.583496
	Iteration 31Q: 3 clusters Score -1044705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1044708.500000 Penalty: 4513.583496
	Iteration 32Q: 3 clusters Score -1044708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1044709.187500 Penalty: 4513.583496
	Iteration 33Q: 3 clusters Score -1044709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1044709.500000 Penalty: 4513.583496
	Iteration 34Q: 3 clusters Score -1044710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1044716.125000 Penalty: 4513.583496
	Iteration 35Q: 3 clusters Score -1044716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1044721.187500 Penalty: 4513.583496
	Iteration 36Q: 3 clusters Score -1044721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1044724.125000 Penalty: 4513.583496
	Iteration 37Q: 3 clusters Score -1044724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1044724.687500 Penalty: 4513.583496
	Iteration 38Q: 3 clusters Score -1044725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1044726.687500 Penalty: 4513.583496
	Iteration 39Q: 3 clusters Score -1044727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1044730.312500 Penalty: 4513.583496
	Iteration 40F: 3 clusters Score -1044730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1044734.687500 Penalty: 4513.583496
	Iteration 41Q: 3 clusters Score -1044735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1044733.312500 Penalty: 4513.583496
	Iteration 42Q: 3 clusters Score -1044733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1044734.437500 Penalty: 4513.583496
	Iteration 43Q: 3 clusters Score -1044734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1044736.750000 Penalty: 4513.583496
	Iteration 44Q: 3 clusters Score -1044737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1044739.687500 Penalty: 4513.583496
	Iteration 45Q: 3 clusters Score -1044740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1044738.312500 Penalty: 4513.583496
	Iteration 46Q: 3 clusters Score -1044738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1044739.187500 Penalty: 4513.583496
	Iteration 47Q: 3 clusters Score -1044739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1044741.812500 Penalty: 4513.583496
	Iteration 48Q: 3 clusters Score -1044742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1044742.250000 Penalty: 4513.583496
	Iteration 49Q: 3 clusters Score -1044742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1044743.687500 Penalty: 4513.583496
	Iteration 50Q: 3 clusters Score -1044744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1044745.875000 Penalty: 4513.583496
	Iteration 51Q: 3 clusters Score -1044746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1044750.375000 Penalty: 4513.583496
	Iteration 52Q: 3 clusters Score -1044750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1044751.375000 Penalty: 4513.583496
	Iteration 53Q: 3 clusters Score -1044751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1044750.937500 Penalty: 4513.583496
	Iteration 54Q: 3 clusters Score -1044751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1044753.625000 Penalty: 4513.583496
	Iteration 55Q: 3 clusters Score -1044754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1044754.062500 Penalty: 4513.583496
	Iteration 56Q: 3 clusters Score -1044754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1044756.437500 Penalty: 4513.583496
	Iteration 57Q: 3 clusters Score -1044756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1044757.312500 Penalty: 4513.583496
	Iteration 58Q: 3 clusters Score -1044757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1044759.125000 Penalty: 4513.583496
	Iteration 59Q: 3 clusters Score -1044759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1044759.937500 Penalty: 4513.583496
	Iteration 60F: 3 clusters Score -1044760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1044759.875000 Penalty: 4513.583496
	Iteration 61Q: 3 clusters Score -1044760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1044759.937500 Penalty: 4513.583496
	Iteration 62Q: 3 clusters Score -1044760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1044762.000000 Penalty: 4513.583496
	Iteration 63Q: 3 clusters Score -1044762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1044762.062500 Penalty: 4513.583496
	Iteration 64Q: 3 clusters Score -1044762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1044765.437500 Penalty: 4513.583496
	Iteration 65Q: 3 clusters Score -1044765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1044765.375000 Penalty: 4513.583496
	Iteration 66Q: 3 clusters Score -1044765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1044765.250000 Penalty: 4513.583496
	Iteration 67Q: 3 clusters Score -1044765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1044765.250000 Penalty: 4513.583496
	Iteration 68F: 3 clusters Score -1044765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 13051 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 14422 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5092 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3574 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Entering Unmasked Estep 
Score: -154501744.000000 Penalty: 220110.140625
Splitting cluster 16 changes total score from -154498592.000000 to -154501744.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 17 (15500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Entering Unmasked Estep 
Score: -1939827.375000 Penalty: 2392.851562
	Iteration 0F: 2 clusters Score -1939827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1928740.500000 Penalty: 4785.703125
	Iteration 0F: 3 clusters Score -1928740 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1932242.875000 Penalty: 4785.703125
	Iteration 1F: 3 clusters Score -1932243 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1932581.000000 Penalty: 4785.703125
	Iteration 2F: 3 clusters Score -1932581 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1932850.375000 Penalty: 4785.703125
	Iteration 3Q: 3 clusters Score -1932850 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1933074.125000 Penalty: 4785.703125
	Iteration 4Q: 3 clusters Score -1933074 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1933312.750000 Penalty: 4785.703125
	Iteration 5Q: 3 clusters Score -1933313 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1933549.500000 Penalty: 4785.703125
	Iteration 6Q: 3 clusters Score -1933550 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1933816.125000 Penalty: 4785.703125
	Iteration 7Q: 3 clusters Score -1933816 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1934131.125000 Penalty: 4785.703125
	Iteration 8Q: 3 clusters Score -1934131 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1934496.625000 Penalty: 4785.703125
	Iteration 9Q: 3 clusters Score -1934497 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1934936.750000 Penalty: 4785.703125
	Iteration 10Q: 3 clusters Score -1934937 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1935426.750000 Penalty: 4785.703125
	Iteration 11Q: 3 clusters Score -1935427 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1935893.750000 Penalty: 4785.703125
	Iteration 12Q: 3 clusters Score -1935894 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1936315.875000 Penalty: 4785.703125
	Iteration 13Q: 3 clusters Score -1936316 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1936684.625000 Penalty: 4785.703125
	Iteration 14Q: 3 clusters Score -1936685 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1936960.750000 Penalty: 4785.703125
	Iteration 15Q: 3 clusters Score -1936961 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1937177.000000 Penalty: 4785.703125
	Iteration 16Q: 3 clusters Score -1937177 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1937366.125000 Penalty: 4785.703125
	Iteration 17Q: 3 clusters Score -1937366 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1937487.625000 Penalty: 4785.703125
	Iteration 18Q: 3 clusters Score -1937488 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1937576.000000 Penalty: 4785.703125
	Iteration 19Q: 3 clusters Score -1937576 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1937642.250000 Penalty: 4785.703125
	Iteration 20F: 3 clusters Score -1937642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1937674.875000 Penalty: 4785.703125
	Iteration 21Q: 3 clusters Score -1937675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1937706.375000 Penalty: 4785.703125
	Iteration 22Q: 3 clusters Score -1937706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1937738.375000 Penalty: 4785.703125
	Iteration 23Q: 3 clusters Score -1937738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1937755.625000 Penalty: 4785.703125
	Iteration 24Q: 3 clusters Score -1937756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1937769.375000 Penalty: 4785.703125
	Iteration 25Q: 3 clusters Score -1937769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1937778.625000 Penalty: 4785.703125
	Iteration 26Q: 3 clusters Score -1937779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1937787.000000 Penalty: 4785.703125
	Iteration 27Q: 3 clusters Score -1937787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1937795.000000 Penalty: 4785.703125
	Iteration 28Q: 3 clusters Score -1937795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1937799.375000 Penalty: 4785.703125
	Iteration 29Q: 3 clusters Score -1937799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1937801.625000 Penalty: 4785.703125
	Iteration 30Q: 3 clusters Score -1937802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1937809.250000 Penalty: 4785.703125
	Iteration 31Q: 3 clusters Score -1937809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1937814.125000 Penalty: 4785.703125
	Iteration 32Q: 3 clusters Score -1937814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1937819.125000 Penalty: 4785.703125
	Iteration 33Q: 3 clusters Score -1937819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1937821.375000 Penalty: 4785.703125
	Iteration 34Q: 3 clusters Score -1937821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1937824.250000 Penalty: 4785.703125
	Iteration 35Q: 3 clusters Score -1937824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1937824.875000 Penalty: 4785.703125
	Iteration 36Q: 3 clusters Score -1937825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1937825.375000 Penalty: 4785.703125
	Iteration 37Q: 3 clusters Score -1937825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1937826.000000 Penalty: 4785.703125
	Iteration 38Q: 3 clusters Score -1937826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1937826.250000 Penalty: 4785.703125
	Iteration 39Q: 3 clusters Score -1937826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1937826.250000 Penalty: 4785.703125
	Iteration 40F: 3 clusters Score -1937826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Entering Unmasked Estep 
Score: -458121.781250 Penalty: 2053.050049
	Iteration 0F: 2 clusters Score -458121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -454272.531250 Penalty: 4106.100098
	Iteration 0F: 3 clusters Score -454272.5 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -455171.625000 Penalty: 4106.100098
	Iteration 1F: 3 clusters Score -455171.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -455425.687500 Penalty: 4106.100098
	Iteration 2F: 3 clusters Score -455425.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -455603.812500 Penalty: 4106.100098
	Iteration 3F: 3 clusters Score -455603.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -455738.687500 Penalty: 4106.100098
	Iteration 4Q: 3 clusters Score -455738.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -455881.375000 Penalty: 4106.100098
	Iteration 5Q: 3 clusters Score -455881.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -456056.031250 Penalty: 4106.100098
	Iteration 6Q: 3 clusters Score -456056 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -456249.093750 Penalty: 4106.100098
	Iteration 7Q: 3 clusters Score -456249.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -456445.812500 Penalty: 4106.100098
	Iteration 8Q: 3 clusters Score -456445.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -456698.000000 Penalty: 4106.100098
	Iteration 9Q: 3 clusters Score -456698 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -456948.062500 Penalty: 4106.100098
	Iteration 10F: 3 clusters Score -456948.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -457159.968750 Penalty: 4106.100098
	Iteration 11Q: 3 clusters Score -457160 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -457360.031250 Penalty: 4106.100098
	Iteration 12Q: 3 clusters Score -457360 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -457480.781250 Penalty: 4106.100098
	Iteration 13Q: 3 clusters Score -457480.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -457572.781250 Penalty: 4106.100098
	Iteration 14Q: 3 clusters Score -457572.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -457652.156250 Penalty: 4106.100098
	Iteration 15Q: 3 clusters Score -457652.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -457724.968750 Penalty: 4106.100098
	Iteration 16Q: 3 clusters Score -457725 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -457802.875000 Penalty: 4106.100098
	Iteration 17Q: 3 clusters Score -457802.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -457893.312500 Penalty: 4106.100098
	Iteration 18Q: 3 clusters Score -457893.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -458003.125000 Penalty: 4106.100098
	Iteration 19Q: 3 clusters Score -458003.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -458107.562500 Penalty: 4106.100098
	Iteration 20F: 3 clusters Score -458107.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -458175.968750 Penalty: 4106.100098
	Iteration 21Q: 3 clusters Score -458176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -458211.562500 Penalty: 4106.100098
	Iteration 22Q: 3 clusters Score -458211.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -458230.281250 Penalty: 4106.100098
	Iteration 23Q: 3 clusters Score -458230.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -458236.218750 Penalty: 4106.100098
	Iteration 24Q: 3 clusters Score -458236.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -458238.906250 Penalty: 4106.100098
	Iteration 25Q: 3 clusters Score -458238.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -458240.468750 Penalty: 4106.100098
	Iteration 26Q: 3 clusters Score -458240.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -458242.343750 Penalty: 4106.100098
	Iteration 27Q: 3 clusters Score -458242.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -458243.687500 Penalty: 4106.100098
	Iteration 28Q: 3 clusters Score -458243.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -458244.250000 Penalty: 4106.100098
	Iteration 29Q: 3 clusters Score -458244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -458246.000000 Penalty: 4106.100098
	Iteration 30Q: 3 clusters Score -458246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -458247.031250 Penalty: 4106.100098
	Iteration 31Q: 3 clusters Score -458247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -458248.437500 Penalty: 4106.100098
	Iteration 32Q: 3 clusters Score -458248.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -458251.375000 Penalty: 4106.100098
	Iteration 33Q: 3 clusters Score -458251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -458252.781250 Penalty: 4106.100098
	Iteration 34Q: 3 clusters Score -458252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -458254.406250 Penalty: 4106.100098
	Iteration 35Q: 3 clusters Score -458254.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -458256.843750 Penalty: 4106.100098
	Iteration 36Q: 3 clusters Score -458256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -458258.750000 Penalty: 4106.100098
	Iteration 37Q: 3 clusters Score -458258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -458259.093750 Penalty: 4106.100098
	Iteration 38Q: 3 clusters Score -458259.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -458259.093750 Penalty: 4106.100098
	Iteration 39F: 3 clusters Score -458259.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 13051 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 14422 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5092 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3574 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Entering Unmasked Estep 
Score: -154500320.000000 Penalty: 223603.953125
Splitting cluster 18 changes total score from -154498592.000000 to -154500320.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 19 (1608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Entering Unmasked Estep 
Score: -155030.375000 Penalty: 1830.921143
	Iteration 0F: 2 clusters Score -155030.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -152758.812500 Penalty: 3661.842285
	Iteration 0F: 3 clusters Score -152758.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -153483.000000 Penalty: 3661.842285
	Iteration 1F: 3 clusters Score -153483 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -153752.781250 Penalty: 3661.842285
	Iteration 2F: 3 clusters Score -153752.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -153905.109375 Penalty: 3661.842285
	Iteration 3F: 3 clusters Score -153905.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -154025.203125 Penalty: 3661.842285
	Iteration 4Q: 3 clusters Score -154025.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -154172.234375 Penalty: 3661.842285
	Iteration 5Q: 3 clusters Score -154172.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -154295.890625 Penalty: 3661.842285
	Iteration 6Q: 3 clusters Score -154295.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -154386.234375 Penalty: 3661.842285
	Iteration 7Q: 3 clusters Score -154386.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -154463.234375 Penalty: 3661.842285
	Iteration 8Q: 3 clusters Score -154463.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -154531.687500 Penalty: 3661.842285
	Iteration 9Q: 3 clusters Score -154531.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -154582.921875 Penalty: 3661.842285
	Iteration 10Q: 3 clusters Score -154582.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -154614.156250 Penalty: 3661.842285
	Iteration 11Q: 3 clusters Score -154614.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -154639.468750 Penalty: 3661.842285
	Iteration 12Q: 3 clusters Score -154639.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -154652.921875 Penalty: 3661.842285
	Iteration 13Q: 3 clusters Score -154652.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -154666.953125 Penalty: 3661.842285
	Iteration 14Q: 3 clusters Score -154667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -154672.156250 Penalty: 3661.842285
	Iteration 15Q: 3 clusters Score -154672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -154677.156250 Penalty: 3661.842285
	Iteration 16Q: 3 clusters Score -154677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -154683.953125 Penalty: 3661.842285
	Iteration 17Q: 3 clusters Score -154684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -154687.640625 Penalty: 3661.842285
	Iteration 18Q: 3 clusters Score -154687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -154690.375000 Penalty: 3661.842285
	Iteration 19Q: 3 clusters Score -154690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -154695.984375 Penalty: 3661.842285
	Iteration 20F: 3 clusters Score -154696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -154703.390625 Penalty: 3661.842285
	Iteration 21Q: 3 clusters Score -154703.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -154710.578125 Penalty: 3661.842285
	Iteration 22Q: 3 clusters Score -154710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -154713.625000 Penalty: 3661.842285
	Iteration 23Q: 3 clusters Score -154713.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -154717.296875 Penalty: 3661.842285
	Iteration 24Q: 3 clusters Score -154717.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -154721.421875 Penalty: 3661.842285
	Iteration 25Q: 3 clusters Score -154721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -154723.531250 Penalty: 3661.842285
	Iteration 26Q: 3 clusters Score -154723.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -154725.984375 Penalty: 3661.842285
	Iteration 27Q: 3 clusters Score -154726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -154725.984375 Penalty: 3661.842285
	Iteration 28F: 3 clusters Score -154726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -955059.937500 Penalty: 2228.452637
	Iteration 0F: 2 clusters Score -955059.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -948642.062500 Penalty: 4456.905273
	Iteration 0F: 3 clusters Score -948642.1 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -950478.375000 Penalty: 4456.905273
	Iteration 1F: 3 clusters Score -950478.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -950805.812500 Penalty: 4456.905273
	Iteration 2F: 3 clusters Score -950805.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -951070.625000 Penalty: 4456.905273
	Iteration 3F: 3 clusters Score -951070.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -951279.375000 Penalty: 4456.905273
	Iteration 4Q: 3 clusters Score -951279.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -951436.187500 Penalty: 4456.905273
	Iteration 5Q: 3 clusters Score -951436.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -951573.750000 Penalty: 4456.905273
	Iteration 6Q: 3 clusters Score -951573.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -951696.625000 Penalty: 4456.905273
	Iteration 7Q: 3 clusters Score -951696.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -951827.437500 Penalty: 4456.905273
	Iteration 8Q: 3 clusters Score -951827.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -951958.250000 Penalty: 4456.905273
	Iteration 9Q: 3 clusters Score -951958.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -952134.000000 Penalty: 4456.905273
	Iteration 10Q: 3 clusters Score -952134 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -952302.187500 Penalty: 4456.905273
	Iteration 11Q: 3 clusters Score -952302.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -952477.812500 Penalty: 4456.905273
	Iteration 12Q: 3 clusters Score -952477.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -952653.312500 Penalty: 4456.905273
	Iteration 13Q: 3 clusters Score -952653.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -952812.500000 Penalty: 4456.905273
	Iteration 14Q: 3 clusters Score -952812.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -952955.500000 Penalty: 4456.905273
	Iteration 15Q: 3 clusters Score -952955.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -953086.812500 Penalty: 4456.905273
	Iteration 16Q: 3 clusters Score -953086.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -953186.437500 Penalty: 4456.905273
	Iteration 17Q: 3 clusters Score -953186.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -953245.187500 Penalty: 4456.905273
	Iteration 18Q: 3 clusters Score -953245.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -953286.562500 Penalty: 4456.905273
	Iteration 19Q: 3 clusters Score -953286.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -953308.562500 Penalty: 4456.905273
	Iteration 20F: 3 clusters Score -953308.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -953318.562500 Penalty: 4456.905273
	Iteration 21Q: 3 clusters Score -953318.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -953331.375000 Penalty: 4456.905273
	Iteration 22Q: 3 clusters Score -953331.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -953337.312500 Penalty: 4456.905273
	Iteration 23Q: 3 clusters Score -953337.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -953344.187500 Penalty: 4456.905273
	Iteration 24Q: 3 clusters Score -953344.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -953345.750000 Penalty: 4456.905273
	Iteration 25Q: 3 clusters Score -953345.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -953352.187500 Penalty: 4456.905273
	Iteration 26Q: 3 clusters Score -953352.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -953353.625000 Penalty: 4456.905273
	Iteration 27Q: 3 clusters Score -953353.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -953357.562500 Penalty: 4456.905273
	Iteration 28Q: 3 clusters Score -953357.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -953358.625000 Penalty: 4456.905273
	Iteration 29Q: 3 clusters Score -953358.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -953358.812500 Penalty: 4456.905273
	Iteration 30Q: 3 clusters Score -953358.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -953362.000000 Penalty: 4456.905273
	Iteration 31Q: 3 clusters Score -953362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -953368.000000 Penalty: 4456.905273
	Iteration 32Q: 3 clusters Score -953368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -953369.375000 Penalty: 4456.905273
	Iteration 33Q: 3 clusters Score -953369.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -953372.187500 Penalty: 4456.905273
	Iteration 34Q: 3 clusters Score -953372.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -953374.375000 Penalty: 4456.905273
	Iteration 35Q: 3 clusters Score -953374.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -953379.187500 Penalty: 4456.905273
	Iteration 36Q: 3 clusters Score -953379.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -953378.937500 Penalty: 4456.905273
	Iteration 37Q: 3 clusters Score -953378.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -953383.687500 Penalty: 4456.905273
	Iteration 38Q: 3 clusters Score -953383.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -953385.812500 Penalty: 4456.905273
	Iteration 39Q: 3 clusters Score -953385.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -953389.750000 Penalty: 4456.905273
	Iteration 40F: 3 clusters Score -953389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -953393.125000 Penalty: 4456.905273
	Iteration 41Q: 3 clusters Score -953393.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -953398.250000 Penalty: 4456.905273
	Iteration 42Q: 3 clusters Score -953398.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -953398.875000 Penalty: 4456.905273
	Iteration 43Q: 3 clusters Score -953398.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -953402.750000 Penalty: 4456.905273
	Iteration 44Q: 3 clusters Score -953402.8 nChanged 17
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: -953404.625000 Penalty: 4456.905273
	Iteration 45Q: 3 clusters Score -953404.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -953405.437500 Penalty: 4456.905273
	Iteration 46Q: 3 clusters Score -953405.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -953407.562500 Penalty: 4456.905273
	Iteration 47Q: 3 clusters Score -953407.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -953414.500000 Penalty: 4456.905273
	Iteration 48Q: 3 clusters Score -953414.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -953419.250000 Penalty: 4456.905273
	Iteration 49Q: 3 clusters Score -953419.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -953423.187500 Penalty: 4456.905273
	Iteration 50Q: 3 clusters Score -953423.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -953430.187500 Penalty: 4456.905273
	Iteration 51Q: 3 clusters Score -953430.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -953436.000000 Penalty: 4456.905273
	Iteration 52Q: 3 clusters Score -953436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -953448.750000 Penalty: 4456.905273
	Iteration 53Q: 3 clusters Score -953448.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -953464.250000 Penalty: 4456.905273
	Iteration 54Q: 3 clusters Score -953464.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -953479.437500 Penalty: 4456.905273
	Iteration 55Q: 3 clusters Score -953479.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -953491.312500 Penalty: 4456.905273
	Iteration 56Q: 3 clusters Score -953491.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -953503.312500 Penalty: 4456.905273
	Iteration 57Q: 3 clusters Score -953503.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -953516.500000 Penalty: 4456.905273
	Iteration 58Q: 3 clusters Score -953516.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -953530.312500 Penalty: 4456.905273
	Iteration 59Q: 3 clusters Score -953530.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -953549.625000 Penalty: 4456.905273
	Iteration 60F: 3 clusters Score -953549.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -953562.187500 Penalty: 4456.905273
	Iteration 61Q: 3 clusters Score -953562.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -953573.687500 Penalty: 4456.905273
	Iteration 62Q: 3 clusters Score -953573.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -953584.312500 Penalty: 4456.905273
	Iteration 63Q: 3 clusters Score -953584.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -953589.500000 Penalty: 4456.905273
	Iteration 64Q: 3 clusters Score -953589.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -953596.812500 Penalty: 4456.905273
	Iteration 65Q: 3 clusters Score -953596.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -953600.312500 Penalty: 4456.905273
	Iteration 66Q: 3 clusters Score -953600.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -953612.375000 Penalty: 4456.905273
	Iteration 67Q: 3 clusters Score -953612.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -953618.687500 Penalty: 4456.905273
	Iteration 68Q: 3 clusters Score -953618.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -953625.375000 Penalty: 4456.905273
	Iteration 69Q: 3 clusters Score -953625.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -953628.625000 Penalty: 4456.905273
	Iteration 70Q: 3 clusters Score -953628.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -953630.687500 Penalty: 4456.905273
	Iteration 71Q: 3 clusters Score -953630.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -953635.375000 Penalty: 4456.905273
	Iteration 72Q: 3 clusters Score -953635.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -953638.187500 Penalty: 4456.905273
	Iteration 73Q: 3 clusters Score -953638.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -953644.250000 Penalty: 4456.905273
	Iteration 74Q: 3 clusters Score -953644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -953644.500000 Penalty: 4456.905273
	Iteration 75Q: 3 clusters Score -953644.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -953646.250000 Penalty: 4456.905273
	Iteration 76Q: 3 clusters Score -953646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -953648.125000 Penalty: 4456.905273
	Iteration 77Q: 3 clusters Score -953648.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -953649.125000 Penalty: 4456.905273
	Iteration 78Q: 3 clusters Score -953649.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -953651.437500 Penalty: 4456.905273
	Iteration 79Q: 3 clusters Score -953651.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -953651.625000 Penalty: 4456.905273
	Iteration 80F: 3 clusters Score -953651.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -953655.625000 Penalty: 4456.905273
	Iteration 81Q: 3 clusters Score -953655.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -953658.187500 Penalty: 4456.905273
	Iteration 82Q: 3 clusters Score -953658.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -953659.687500 Penalty: 4456.905273
	Iteration 83Q: 3 clusters Score -953659.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -953659.000000 Penalty: 4456.905273
	Iteration 84Q: 3 clusters Score -953659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -953662.062500 Penalty: 4456.905273
	Iteration 85Q: 3 clusters Score -953662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -953662.000000 Penalty: 4456.905273
	Iteration 86Q: 3 clusters Score -953662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -953662.875000 Penalty: 4456.905273
	Iteration 87Q: 3 clusters Score -953662.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -953662.375000 Penalty: 4456.905273
	Iteration 88Q: 3 clusters Score -953662.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -953662.375000 Penalty: 4456.905273
	Iteration 89F: 3 clusters Score -953662.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Entering Unmasked Estep 
Score: -367060.281250 Penalty: 1993.551025
	Iteration 0F: 2 clusters Score -367060.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -363744.343750 Penalty: 3987.102051
	Iteration 0F: 3 clusters Score -363744.3 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -364348.000000 Penalty: 3987.102051
	Iteration 1F: 3 clusters Score -364348 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -364529.843750 Penalty: 3987.102051
	Iteration 2F: 3 clusters Score -364529.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -364688.593750 Penalty: 3987.102051
	Iteration 3F: 3 clusters Score -364688.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -364840.937500 Penalty: 3987.102051
	Iteration 4Q: 3 clusters Score -364840.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -364933.375000 Penalty: 3987.102051
	Iteration 5Q: 3 clusters Score -364933.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -365003.000000 Penalty: 3987.102051
	Iteration 6Q: 3 clusters Score -365003 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -365060.843750 Penalty: 3987.102051
	Iteration 7Q: 3 clusters Score -365060.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -365115.750000 Penalty: 3987.102051
	Iteration 8Q: 3 clusters Score -365115.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -365168.187500 Penalty: 3987.102051
	Iteration 9Q: 3 clusters Score -365168.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -365217.625000 Penalty: 3987.102051
	Iteration 10Q: 3 clusters Score -365217.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -365244.750000 Penalty: 3987.102051
	Iteration 11Q: 3 clusters Score -365244.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -365261.093750 Penalty: 3987.102051
	Iteration 12Q: 3 clusters Score -365261.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -365278.562500 Penalty: 3987.102051
	Iteration 13Q: 3 clusters Score -365278.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -365292.156250 Penalty: 3987.102051
	Iteration 14Q: 3 clusters Score -365292.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -365304.406250 Penalty: 3987.102051
	Iteration 15Q: 3 clusters Score -365304.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -365319.031250 Penalty: 3987.102051
	Iteration 16Q: 3 clusters Score -365319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -365331.312500 Penalty: 3987.102051
	Iteration 17Q: 3 clusters Score -365331.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -365339.906250 Penalty: 3987.102051
	Iteration 18Q: 3 clusters Score -365339.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -365345.156250 Penalty: 3987.102051
	Iteration 19Q: 3 clusters Score -365345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -365348.781250 Penalty: 3987.102051
	Iteration 20F: 3 clusters Score -365348.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -365352.875000 Penalty: 3987.102051
	Iteration 21Q: 3 clusters Score -365352.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -365356.656250 Penalty: 3987.102051
	Iteration 22Q: 3 clusters Score -365356.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -365359.687500 Penalty: 3987.102051
	Iteration 23Q: 3 clusters Score -365359.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -365362.718750 Penalty: 3987.102051
	Iteration 24Q: 3 clusters Score -365362.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -365365.031250 Penalty: 3987.102051
	Iteration 25Q: 3 clusters Score -365365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -365365.968750 Penalty: 3987.102051
	Iteration 26Q: 3 clusters Score -365366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -365366.906250 Penalty: 3987.102051
	Iteration 27Q: 3 clusters Score -365366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -365368.218750 Penalty: 3987.102051
	Iteration 28Q: 3 clusters Score -365368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -365368.343750 Penalty: 3987.102051
	Iteration 29Q: 3 clusters Score -365368.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -365368.343750 Penalty: 3987.102051
	Iteration 30F: 3 clusters Score -365368.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Entering Unmasked Estep 
Score: -694872.000000 Penalty: 2140.014893
	Iteration 0F: 2 clusters Score -694872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -689981.312500 Penalty: 4280.029785
	Iteration 0F: 3 clusters Score -689981.3 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -691182.562500 Penalty: 4280.029785
	Iteration 1F: 3 clusters Score -691182.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -691416.250000 Penalty: 4280.029785
	Iteration 2F: 3 clusters Score -691416.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -691585.312500 Penalty: 4280.029785
	Iteration 3F: 3 clusters Score -691585.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -691739.687500 Penalty: 4280.029785
	Iteration 4Q: 3 clusters Score -691739.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -691888.812500 Penalty: 4280.029785
	Iteration 5Q: 3 clusters Score -691888.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -692022.250000 Penalty: 4280.029785
	Iteration 6Q: 3 clusters Score -692022.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -692155.000000 Penalty: 4280.029785
	Iteration 7Q: 3 clusters Score -692155 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -692306.750000 Penalty: 4280.029785
	Iteration 8Q: 3 clusters Score -692306.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -692476.750000 Penalty: 4280.029785
	Iteration 9Q: 3 clusters Score -692476.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -692631.250000 Penalty: 4280.029785
	Iteration 10Q: 3 clusters Score -692631.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -692773.250000 Penalty: 4280.029785
	Iteration 11Q: 3 clusters Score -692773.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -692911.125000 Penalty: 4280.029785
	Iteration 12Q: 3 clusters Score -692911.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -693023.937500 Penalty: 4280.029785
	Iteration 13Q: 3 clusters Score -693023.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -693114.062500 Penalty: 4280.029785
	Iteration 14Q: 3 clusters Score -693114.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -693171.937500 Penalty: 4280.029785
	Iteration 15Q: 3 clusters Score -693171.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -693214.312500 Penalty: 4280.029785
	Iteration 16Q: 3 clusters Score -693214.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -693259.125000 Penalty: 4280.029785
	Iteration 17Q: 3 clusters Score -693259.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -693295.437500 Penalty: 4280.029785
	Iteration 18Q: 3 clusters Score -693295.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -693330.500000 Penalty: 4280.029785
	Iteration 19Q: 3 clusters Score -693330.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -693363.437500 Penalty: 4280.029785
	Iteration 20F: 3 clusters Score -693363.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -693390.250000 Penalty: 4280.029785
	Iteration 21Q: 3 clusters Score -693390.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -693415.062500 Penalty: 4280.029785
	Iteration 22Q: 3 clusters Score -693415.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -693440.125000 Penalty: 4280.029785
	Iteration 23Q: 3 clusters Score -693440.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -693463.875000 Penalty: 4280.029785
	Iteration 24Q: 3 clusters Score -693463.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -693486.312500 Penalty: 4280.029785
	Iteration 25Q: 3 clusters Score -693486.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -693511.250000 Penalty: 4280.029785
	Iteration 26Q: 3 clusters Score -693511.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -693530.625000 Penalty: 4280.029785
	Iteration 27Q: 3 clusters Score -693530.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -693546.187500 Penalty: 4280.029785
	Iteration 28Q: 3 clusters Score -693546.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -693561.000000 Penalty: 4280.029785
	Iteration 29Q: 3 clusters Score -693561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -693575.562500 Penalty: 4280.029785
	Iteration 30Q: 3 clusters Score -693575.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -693592.125000 Penalty: 4280.029785
	Iteration 31Q: 3 clusters Score -693592.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -693610.375000 Penalty: 4280.029785
	Iteration 32Q: 3 clusters Score -693610.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -693630.500000 Penalty: 4280.029785
	Iteration 33Q: 3 clusters Score -693630.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -693642.375000 Penalty: 4280.029785
	Iteration 34Q: 3 clusters Score -693642.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -693651.875000 Penalty: 4280.029785
	Iteration 35Q: 3 clusters Score -693651.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -693662.750000 Penalty: 4280.029785
	Iteration 36Q: 3 clusters Score -693662.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -693672.125000 Penalty: 4280.029785
	Iteration 37Q: 3 clusters Score -693672.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -693682.937500 Penalty: 4280.029785
	Iteration 38Q: 3 clusters Score -693682.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -693692.937500 Penalty: 4280.029785
	Iteration 39Q: 3 clusters Score -693692.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -693700.187500 Penalty: 4280.029785
	Iteration 40F: 3 clusters Score -693700.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -693702.187500 Penalty: 4280.029785
	Iteration 41Q: 3 clusters Score -693702.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -693708.187500 Penalty: 4280.029785
	Iteration 42Q: 3 clusters Score -693708.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -693714.187500 Penalty: 4280.029785
	Iteration 43Q: 3 clusters Score -693714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -693715.500000 Penalty: 4280.029785
	Iteration 44Q: 3 clusters Score -693715.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -693720.000000 Penalty: 4280.029785
	Iteration 45Q: 3 clusters Score -693720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -693720.500000 Penalty: 4280.029785
	Iteration 46Q: 3 clusters Score -693720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -693720.187500 Penalty: 4280.029785
	Iteration 47Q: 3 clusters Score -693720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -693721.250000 Penalty: 4280.029785
	Iteration 48Q: 3 clusters Score -693721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -693722.875000 Penalty: 4280.029785
	Iteration 49Q: 3 clusters Score -693722.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -693722.875000 Penalty: 4280.029785
	Iteration 50F: 3 clusters Score -693722.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (97994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97994 members 
Entering Unmasked Estep 
Score: -11933579.000000 Penalty: 2850.179932
	Iteration 0F: 2 clusters Score -1.193358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -11868119.000000 Penalty: 5700.359863
	Iteration 0F: 3 clusters Score -1.186812e+07 nChanged 46335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -11895066.000000 Penalty: 5700.359863
	Iteration 1F: 3 clusters Score -1.189507e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -11896861.000000 Penalty: 5700.359863
	Iteration 2Q: 3 clusters Score -1.189686e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -11899189.000000 Penalty: 5700.359863
	Iteration 3F: 3 clusters Score -1.189919e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -11902274.000000 Penalty: 5700.359863
	Iteration 4F: 3 clusters Score -1.190227e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -11905644.000000 Penalty: 5700.359863
	Iteration 5F: 3 clusters Score -1.190564e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -11908898.000000 Penalty: 5700.359863
	Iteration 6F: 3 clusters Score -1.19089e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -11911625.000000 Penalty: 5700.359863
	Iteration 7F: 3 clusters Score -1.191162e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -11913663.000000 Penalty: 5700.359863
	Iteration 8Q: 3 clusters Score -1.191366e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -11915883.000000 Penalty: 5700.359863
	Iteration 9Q: 3 clusters Score -1.191588e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81013 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -11918100.000000 Penalty: 5700.359863
	Iteration 10Q: 3 clusters Score -1.19181e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84980 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -11920855.000000 Penalty: 5700.359863
	Iteration 11Q: 3 clusters Score -1.192086e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88789 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -11923693.000000 Penalty: 5700.359863
	Iteration 12Q: 3 clusters Score -1.192369e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92070 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -11926417.000000 Penalty: 5700.359863
	Iteration 13Q: 3 clusters Score -1.192642e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -11928414.000000 Penalty: 5700.359863
	Iteration 14Q: 3 clusters Score -1.192841e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -11929695.000000 Penalty: 5700.359863
	Iteration 15Q: 3 clusters Score -1.19297e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96801 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -11930388.000000 Penalty: 5700.359863
	Iteration 16Q: 3 clusters Score -1.193039e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11930751.000000 Penalty: 5700.359863
	Iteration 17Q: 3 clusters Score -1.193075e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97348 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -11930913.000000 Penalty: 5700.359863
	Iteration 18Q: 3 clusters Score -1.193091e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11930998.000000 Penalty: 5700.359863
	Iteration 19Q: 3 clusters Score -1.1931e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97477 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11931059.000000 Penalty: 5700.359863
	Iteration 20F: 3 clusters Score -1.193106e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11931084.000000 Penalty: 5700.359863
	Iteration 21Q: 3 clusters Score -1.193108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97531 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11931114.000000 Penalty: 5700.359863
	Iteration 22Q: 3 clusters Score -1.193111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11931127.000000 Penalty: 5700.359863
	Iteration 23Q: 3 clusters Score -1.193113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97549 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11931133.000000 Penalty: 5700.359863
	Iteration 24Q: 3 clusters Score -1.193113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97556 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11931129.000000 Penalty: 5700.359863
	Iteration 25Q: 3 clusters Score -1.193113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97557 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11931135.000000 Penalty: 5700.359863
	Iteration 26Q: 3 clusters Score -1.193114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97557 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11931135.000000 Penalty: 5700.359863
	Iteration 27F: 3 clusters Score -1.193114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -222641.375000 Penalty: 1883.531372
	Iteration 0F: 2 clusters Score -222641.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -220055.640625 Penalty: 3767.062744
	Iteration 0F: 3 clusters Score -220055.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -220630.171875 Penalty: 3767.062744
	Iteration 1F: 3 clusters Score -220630.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -220857.906250 Penalty: 3767.062744
	Iteration 2F: 3 clusters Score -220857.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -221028.187500 Penalty: 3767.062744
	Iteration 3F: 3 clusters Score -221028.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -221164.234375 Penalty: 3767.062744
	Iteration 4F: 3 clusters Score -221164.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -221258.453125 Penalty: 3767.062744
	Iteration 5Q: 3 clusters Score -221258.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -221324.921875 Penalty: 3767.062744
	Iteration 6Q: 3 clusters Score -221324.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -221384.359375 Penalty: 3767.062744
	Iteration 7Q: 3 clusters Score -221384.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -221419.734375 Penalty: 3767.062744
	Iteration 8Q: 3 clusters Score -221419.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -221444.937500 Penalty: 3767.062744
	Iteration 9Q: 3 clusters Score -221444.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -221465.687500 Penalty: 3767.062744
	Iteration 10Q: 3 clusters Score -221465.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -221499.234375 Penalty: 3767.062744
	Iteration 11Q: 3 clusters Score -221499.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -221521.093750 Penalty: 3767.062744
	Iteration 12Q: 3 clusters Score -221521.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -221544.046875 Penalty: 3767.062744
	Iteration 13Q: 3 clusters Score -221544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -221560.750000 Penalty: 3767.062744
	Iteration 14Q: 3 clusters Score -221560.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -221572.531250 Penalty: 3767.062744
	Iteration 15Q: 3 clusters Score -221572.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -221575.968750 Penalty: 3767.062744
	Iteration 16Q: 3 clusters Score -221576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -221578.171875 Penalty: 3767.062744
	Iteration 17Q: 3 clusters Score -221578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -221579.953125 Penalty: 3767.062744
	Iteration 18Q: 3 clusters Score -221580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -221585.906250 Penalty: 3767.062744
	Iteration 19Q: 3 clusters Score -221585.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -221595.515625 Penalty: 3767.062744
	Iteration 20F: 3 clusters Score -221595.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -221611.296875 Penalty: 3767.062744
	Iteration 21Q: 3 clusters Score -221611.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -221635.500000 Penalty: 3767.062744
	Iteration 22Q: 3 clusters Score -221635.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -221662.031250 Penalty: 3767.062744
	Iteration 23Q: 3 clusters Score -221662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -221705.140625 Penalty: 3767.062744
	Iteration 24Q: 3 clusters Score -221705.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -221744.187500 Penalty: 3767.062744
	Iteration 25Q: 3 clusters Score -221744.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -221778.843750 Penalty: 3767.062744
	Iteration 26Q: 3 clusters Score -221778.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -221832.796875 Penalty: 3767.062744
	Iteration 27Q: 3 clusters Score -221832.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -221883.671875 Penalty: 3767.062744
	Iteration 28Q: 3 clusters Score -221883.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -221964.859375 Penalty: 3767.062744
	Iteration 29Q: 3 clusters Score -221964.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -222101.109375 Penalty: 3767.062744
	Iteration 30Q: 3 clusters Score -222101.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -222244.750000 Penalty: 3767.062744
	Iteration 31Q: 3 clusters Score -222244.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -222365.093750 Penalty: 3767.062744
	Iteration 32Q: 3 clusters Score -222365.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -222465.984375 Penalty: 3767.062744
	Iteration 33Q: 3 clusters Score -222466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -222579.906250 Penalty: 3767.062744
	Iteration 34Q: 3 clusters Score -222579.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -222694.593750 Penalty: 3767.062744
	Iteration 35Q: 3 clusters Score -222694.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -222764.484375 Penalty: 3767.062744
	Iteration 36Q: 3 clusters Score -222764.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -222812.687500 Penalty: 3767.062744
	Iteration 37Q: 3 clusters Score -222812.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -222834.484375 Penalty: 3767.062744
	Iteration 38Q: 3 clusters Score -222834.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -222854.343750 Penalty: 3767.062744
	Iteration 39Q: 3 clusters Score -222854.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -222871.109375 Penalty: 3767.062744
	Iteration 40F: 3 clusters Score -222871.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -222889.046875 Penalty: 3767.062744
	Iteration 41Q: 3 clusters Score -222889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -222920.796875 Penalty: 3767.062744
	Iteration 42Q: 3 clusters Score -222920.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -222951.453125 Penalty: 3767.062744
	Iteration 43Q: 3 clusters Score -222951.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -222968.031250 Penalty: 3767.062744
	Iteration 44Q: 3 clusters Score -222968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -222980.703125 Penalty: 3767.062744
	Iteration 45Q: 3 clusters Score -222980.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -222986.343750 Penalty: 3767.062744
	Iteration 46Q: 3 clusters Score -222986.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -222990.109375 Penalty: 3767.062744
	Iteration 47Q: 3 clusters Score -222990.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -222998.906250 Penalty: 3767.062744
	Iteration 48Q: 3 clusters Score -222998.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -223007.296875 Penalty: 3767.062744
	Iteration 49Q: 3 clusters Score -223007.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -223017.343750 Penalty: 3767.062744
	Iteration 50Q: 3 clusters Score -223017.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -223023.265625 Penalty: 3767.062744
	Iteration 51Q: 3 clusters Score -223023.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -223027.875000 Penalty: 3767.062744
	Iteration 52Q: 3 clusters Score -223027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -223029.343750 Penalty: 3767.062744
	Iteration 53Q: 3 clusters Score -223029.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -223033.609375 Penalty: 3767.062744
	Iteration 54F: 3 clusters Score -223033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -223039.609375 Penalty: 3767.062744
	Iteration 55Q: 3 clusters Score -223039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -223045.765625 Penalty: 3767.062744
	Iteration 56Q: 3 clusters Score -223045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -223057.421875 Penalty: 3767.062744
	Iteration 57Q: 3 clusters Score -223057.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -223073.203125 Penalty: 3767.062744
	Iteration 58Q: 3 clusters Score -223073.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -223084.828125 Penalty: 3767.062744
	Iteration 59Q: 3 clusters Score -223084.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -223097.546875 Penalty: 3767.062744
	Iteration 60F: 3 clusters Score -223097.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -223107.062500 Penalty: 3767.062744
	Iteration 61Q: 3 clusters Score -223107.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -223112.937500 Penalty: 3767.062744
	Iteration 62Q: 3 clusters Score -223112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -223117.343750 Penalty: 3767.062744
	Iteration 63Q: 3 clusters Score -223117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -223119.578125 Penalty: 3767.062744
	Iteration 64Q: 3 clusters Score -223119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -223122.859375 Penalty: 3767.062744
	Iteration 65Q: 3 clusters Score -223122.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -223125.250000 Penalty: 3767.062744
	Iteration 66Q: 3 clusters Score -223125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -223134.468750 Penalty: 3767.062744
	Iteration 67Q: 3 clusters Score -223134.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -223147.765625 Penalty: 3767.062744
	Iteration 68Q: 3 clusters Score -223147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -223152.546875 Penalty: 3767.062744
	Iteration 69Q: 3 clusters Score -223152.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -223155.000000 Penalty: 3767.062744
	Iteration 70Q: 3 clusters Score -223155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -223159.046875 Penalty: 3767.062744
	Iteration 71Q: 3 clusters Score -223159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -223161.750000 Penalty: 3767.062744
	Iteration 72Q: 3 clusters Score -223161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -223164.843750 Penalty: 3767.062744
	Iteration 73Q: 3 clusters Score -223164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -223166.718750 Penalty: 3767.062744
	Iteration 74Q: 3 clusters Score -223166.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -223166.718750 Penalty: 3767.062744
	Iteration 75F: 3 clusters Score -223166.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 13051 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 14422 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5092 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3574 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Mstep: Class 65 contains 849 members 
Entering Unmasked Estep 
Score: -154499168.000000 Penalty: 227097.765625
Splitting cluster 24 changes total score from -154498592.000000 to -154499168.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 25 (22401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Entering Unmasked Estep 
Score: -2685846.500000 Penalty: 2484.181641
	Iteration 0F: 2 clusters Score -2685846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2670271.750000 Penalty: 4968.363281
	Iteration 0F: 3 clusters Score -2670272 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2675729.000000 Penalty: 4968.363281
	Iteration 1F: 3 clusters Score -2675729 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2676397.750000 Penalty: 4968.363281
	Iteration 2F: 3 clusters Score -2676398 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2677104.000000 Penalty: 4968.363281
	Iteration 3F: 3 clusters Score -2677104 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2677942.500000 Penalty: 4968.363281
	Iteration 4F: 3 clusters Score -2677942 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2678889.000000 Penalty: 4968.363281
	Iteration 5F: 3 clusters Score -2678889 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2679770.500000 Penalty: 4968.363281
	Iteration 6F: 3 clusters Score -2679770 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2680519.250000 Penalty: 4968.363281
	Iteration 7F: 3 clusters Score -2680519 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2681111.750000 Penalty: 4968.363281
	Iteration 8Q: 3 clusters Score -2681112 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2681575.750000 Penalty: 4968.363281
	Iteration 9Q: 3 clusters Score -2681576 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2681979.750000 Penalty: 4968.363281
	Iteration 10Q: 3 clusters Score -2681980 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2682280.250000 Penalty: 4968.363281
	Iteration 11Q: 3 clusters Score -2682280 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2682563.750000 Penalty: 4968.363281
	Iteration 12Q: 3 clusters Score -2682564 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2682826.250000 Penalty: 4968.363281
	Iteration 13Q: 3 clusters Score -2682826 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2683089.750000 Penalty: 4968.363281
	Iteration 14Q: 3 clusters Score -2683090 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2683352.750000 Penalty: 4968.363281
	Iteration 15Q: 3 clusters Score -2683353 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2683686.000000 Penalty: 4968.363281
	Iteration 16Q: 3 clusters Score -2683686 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2683929.250000 Penalty: 4968.363281
	Iteration 17Q: 3 clusters Score -2683929 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2684091.500000 Penalty: 4968.363281
	Iteration 18Q: 3 clusters Score -2684092 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2684192.000000 Penalty: 4968.363281
	Iteration 19Q: 3 clusters Score -2684192 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2684263.000000 Penalty: 4968.363281
	Iteration 20F: 3 clusters Score -2684263 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2684323.250000 Penalty: 4968.363281
	Iteration 21Q: 3 clusters Score -2684323 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2684363.750000 Penalty: 4968.363281
	Iteration 22Q: 3 clusters Score -2684364 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2684374.500000 Penalty: 4968.363281
	Iteration 23Q: 3 clusters Score -2684374 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2684391.000000 Penalty: 4968.363281
	Iteration 24Q: 3 clusters Score -2684391 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2684411.000000 Penalty: 4968.363281
	Iteration 25Q: 3 clusters Score -2684411 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2684438.750000 Penalty: 4968.363281
	Iteration 26Q: 3 clusters Score -2684439 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2684449.500000 Penalty: 4968.363281
	Iteration 27Q: 3 clusters Score -2684450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2684452.500000 Penalty: 4968.363281
	Iteration 28Q: 3 clusters Score -2684452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2684459.250000 Penalty: 4968.363281
	Iteration 29Q: 3 clusters Score -2684459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2684470.000000 Penalty: 4968.363281
	Iteration 30Q: 3 clusters Score -2684470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2684469.000000 Penalty: 4968.363281
	Iteration 31Q: 3 clusters Score -2684469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2684473.250000 Penalty: 4968.363281
	Iteration 32Q: 3 clusters Score -2684473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2684477.500000 Penalty: 4968.363281
	Iteration 33Q: 3 clusters Score -2684478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2684481.000000 Penalty: 4968.363281
	Iteration 34Q: 3 clusters Score -2684481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2684482.250000 Penalty: 4968.363281
	Iteration 35Q: 3 clusters Score -2684482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2684488.500000 Penalty: 4968.363281
	Iteration 36Q: 3 clusters Score -2684488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2684489.750000 Penalty: 4968.363281
	Iteration 37Q: 3 clusters Score -2684490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2684492.000000 Penalty: 4968.363281
	Iteration 38Q: 3 clusters Score -2684492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2684495.250000 Penalty: 4968.363281
	Iteration 39Q: 3 clusters Score -2684495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2684492.500000 Penalty: 4968.363281
	Iteration 40F: 3 clusters Score -2684492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2684493.500000 Penalty: 4968.363281
	Iteration 41Q: 3 clusters Score -2684494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2684499.000000 Penalty: 4968.363281
	Iteration 42Q: 3 clusters Score -2684499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2684499.500000 Penalty: 4968.363281
	Iteration 43Q: 3 clusters Score -2684500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2684501.000000 Penalty: 4968.363281
	Iteration 44Q: 3 clusters Score -2684501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2684501.500000 Penalty: 4968.363281
	Iteration 45Q: 3 clusters Score -2684502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2684501.500000 Penalty: 4968.363281
	Iteration 46F: 3 clusters Score -2684502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Entering Unmasked Estep 
Score: -873066.125000 Penalty: 2218.636475
	Iteration 0F: 2 clusters Score -873066.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -866847.250000 Penalty: 4437.272949
	Iteration 0F: 3 clusters Score -866847.2 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -868610.375000 Penalty: 4437.272949
	Iteration 1F: 3 clusters Score -868610.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -868964.625000 Penalty: 4437.272949
	Iteration 2F: 3 clusters Score -868964.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -869251.125000 Penalty: 4437.272949
	Iteration 3F: 3 clusters Score -869251.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -869544.375000 Penalty: 4437.272949
	Iteration 4F: 3 clusters Score -869544.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -869845.312500 Penalty: 4437.272949
	Iteration 5F: 3 clusters Score -869845.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -870132.312500 Penalty: 4437.272949
	Iteration 6F: 3 clusters Score -870132.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -870351.062500 Penalty: 4437.272949
	Iteration 7Q: 3 clusters Score -870351.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -870541.937500 Penalty: 4437.272949
	Iteration 8Q: 3 clusters Score -870541.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -870711.312500 Penalty: 4437.272949
	Iteration 9Q: 3 clusters Score -870711.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -870844.187500 Penalty: 4437.272949
	Iteration 10Q: 3 clusters Score -870844.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -870956.000000 Penalty: 4437.272949
	Iteration 11Q: 3 clusters Score -870956 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -871049.937500 Penalty: 4437.272949
	Iteration 12Q: 3 clusters Score -871049.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -871156.500000 Penalty: 4437.272949
	Iteration 13Q: 3 clusters Score -871156.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -871287.000000 Penalty: 4437.272949
	Iteration 14Q: 3 clusters Score -871287 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -871405.375000 Penalty: 4437.272949
	Iteration 15Q: 3 clusters Score -871405.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -871489.687500 Penalty: 4437.272949
	Iteration 16Q: 3 clusters Score -871489.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -871564.312500 Penalty: 4437.272949
	Iteration 17Q: 3 clusters Score -871564.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -871625.500000 Penalty: 4437.272949
	Iteration 18Q: 3 clusters Score -871625.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -871671.625000 Penalty: 4437.272949
	Iteration 19Q: 3 clusters Score -871671.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -871715.375000 Penalty: 4437.272949
	Iteration 20F: 3 clusters Score -871715.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -871765.187500 Penalty: 4437.272949
	Iteration 21Q: 3 clusters Score -871765.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -871803.437500 Penalty: 4437.272949
	Iteration 22Q: 3 clusters Score -871803.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -871833.000000 Penalty: 4437.272949
	Iteration 23Q: 3 clusters Score -871833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -871853.437500 Penalty: 4437.272949
	Iteration 24Q: 3 clusters Score -871853.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -871866.437500 Penalty: 4437.272949
	Iteration 25Q: 3 clusters Score -871866.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -871876.562500 Penalty: 4437.272949
	Iteration 26Q: 3 clusters Score -871876.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -871888.437500 Penalty: 4437.272949
	Iteration 27Q: 3 clusters Score -871888.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -871900.187500 Penalty: 4437.272949
	Iteration 28Q: 3 clusters Score -871900.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -871910.125000 Penalty: 4437.272949
	Iteration 29Q: 3 clusters Score -871910.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -871917.562500 Penalty: 4437.272949
	Iteration 30Q: 3 clusters Score -871917.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -871921.500000 Penalty: 4437.272949
	Iteration 31Q: 3 clusters Score -871921.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -871927.000000 Penalty: 4437.272949
	Iteration 32Q: 3 clusters Score -871927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -871933.062500 Penalty: 4437.272949
	Iteration 33Q: 3 clusters Score -871933.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -871937.437500 Penalty: 4437.272949
	Iteration 34Q: 3 clusters Score -871937.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -871945.312500 Penalty: 4437.272949
	Iteration 35Q: 3 clusters Score -871945.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -871947.125000 Penalty: 4437.272949
	Iteration 36Q: 3 clusters Score -871947.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -871953.312500 Penalty: 4437.272949
	Iteration 37Q: 3 clusters Score -871953.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -871957.000000 Penalty: 4437.272949
	Iteration 38Q: 3 clusters Score -871957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -871958.687500 Penalty: 4437.272949
	Iteration 39Q: 3 clusters Score -871958.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -871961.812500 Penalty: 4437.272949
	Iteration 40F: 3 clusters Score -871961.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -871965.375000 Penalty: 4437.272949
	Iteration 41Q: 3 clusters Score -871965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -871970.687500 Penalty: 4437.272949
	Iteration 42Q: 3 clusters Score -871970.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -871975.937500 Penalty: 4437.272949
	Iteration 43Q: 3 clusters Score -871975.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -871980.187500 Penalty: 4437.272949
	Iteration 44Q: 3 clusters Score -871980.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -871984.562500 Penalty: 4437.272949
	Iteration 45Q: 3 clusters Score -871984.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -871986.875000 Penalty: 4437.272949
	Iteration 46Q: 3 clusters Score -871986.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -871989.125000 Penalty: 4437.272949
	Iteration 47Q: 3 clusters Score -871989.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -871992.750000 Penalty: 4437.272949
	Iteration 48Q: 3 clusters Score -871992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -871994.625000 Penalty: 4437.272949
	Iteration 49Q: 3 clusters Score -871994.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -871995.437500 Penalty: 4437.272949
	Iteration 50Q: 3 clusters Score -871995.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -871999.687500 Penalty: 4437.272949
	Iteration 51Q: 3 clusters Score -871999.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -872002.187500 Penalty: 4437.272949
	Iteration 52Q: 3 clusters Score -872002.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -872003.437500 Penalty: 4437.272949
	Iteration 53Q: 3 clusters Score -872003.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -872003.937500 Penalty: 4437.272949
	Iteration 54Q: 3 clusters Score -872003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -872005.125000 Penalty: 4437.272949
	Iteration 55Q: 3 clusters Score -872005.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -872007.187500 Penalty: 4437.272949
	Iteration 56Q: 3 clusters Score -872007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -872009.312500 Penalty: 4437.272949
	Iteration 57Q: 3 clusters Score -872009.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -872009.312500 Penalty: 4437.272949
	Iteration 58Q: 3 clusters Score -872009.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -872009.312500 Penalty: 4437.272949
	Iteration 59F: 3 clusters Score -872009.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Entering Unmasked Estep 
Score: -2057250.000000 Penalty: 2350.201660
	Iteration 0F: 2 clusters Score -2057250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2047685.625000 Penalty: 4700.403320
	Iteration 0F: 3 clusters Score -2047686 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2052694.750000 Penalty: 4700.403320
	Iteration 1F: 3 clusters Score -2052695 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2055834.250000 Penalty: 4700.403320
	Iteration 2F: 3 clusters Score -2055834 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2058799.875000 Penalty: 4700.403320
	Iteration 3F: 3 clusters Score -2058800 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2060197.250000 Penalty: 4700.403320
	Iteration 4F: 3 clusters Score -2060197 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2060718.250000 Penalty: 4700.403320
	Iteration 5Q: 3 clusters Score -2060718 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2060922.000000 Penalty: 4700.403320
	Iteration 6Q: 3 clusters Score -2060922 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2061016.375000 Penalty: 4700.403320
	Iteration 7Q: 3 clusters Score -2061016 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2061084.875000 Penalty: 4700.403320
	Iteration 8Q: 3 clusters Score -2061085 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2061126.375000 Penalty: 4700.403320
	Iteration 9Q: 3 clusters Score -2061126 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2061181.125000 Penalty: 4700.403320
	Iteration 10Q: 3 clusters Score -2061181 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2061241.000000 Penalty: 4700.403320
	Iteration 11Q: 3 clusters Score -2061241 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2061311.750000 Penalty: 4700.403320
	Iteration 12Q: 3 clusters Score -2061312 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2061374.125000 Penalty: 4700.403320
	Iteration 13Q: 3 clusters Score -2061374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2061406.250000 Penalty: 4700.403320
	Iteration 14Q: 3 clusters Score -2061406 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2061419.500000 Penalty: 4700.403320
	Iteration 15Q: 3 clusters Score -2061420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2061430.000000 Penalty: 4700.403320
	Iteration 16Q: 3 clusters Score -2061430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2061434.625000 Penalty: 4700.403320
	Iteration 17Q: 3 clusters Score -2061435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2061437.250000 Penalty: 4700.403320
	Iteration 18Q: 3 clusters Score -2061437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2061442.250000 Penalty: 4700.403320
	Iteration 19Q: 3 clusters Score -2061442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2061440.250000 Penalty: 4700.403320
	Iteration 20F: 3 clusters Score -2061440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2061438.750000 Penalty: 4700.403320
	Iteration 21Q: 3 clusters Score -2061439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2061447.500000 Penalty: 4700.403320
	Iteration 22Q: 3 clusters Score -2061448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2061446.125000 Penalty: 4700.403320
	Iteration 23Q: 3 clusters Score -2061446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2061449.125000 Penalty: 4700.403320
	Iteration 24Q: 3 clusters Score -2061449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2061454.250000 Penalty: 4700.403320
	Iteration 25Q: 3 clusters Score -2061454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2061444.250000 Penalty: 4700.403320
	Iteration 26Q: 3 clusters Score -2061444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2061442.500000 Penalty: 4700.403320
	Iteration 27Q: 3 clusters Score -2061442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2061445.125000 Penalty: 4700.403320
	Iteration 28Q: 3 clusters Score -2061445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2061448.000000 Penalty: 4700.403320
	Iteration 29Q: 3 clusters Score -2061448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2061451.250000 Penalty: 4700.403320
	Iteration 30Q: 3 clusters Score -2061451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2061450.625000 Penalty: 4700.403320
	Iteration 31Q: 3 clusters Score -2061451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2061442.875000 Penalty: 4700.403320
	Iteration 32Q: 3 clusters Score -2061443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2061457.500000 Penalty: 4700.403320
	Iteration 33Q: 3 clusters Score -2061458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2061457.875000 Penalty: 4700.403320
	Iteration 34Q: 3 clusters Score -2061458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2061451.750000 Penalty: 4700.403320
	Iteration 35Q: 3 clusters Score -2061452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2061447.375000 Penalty: 4700.403320
	Iteration 36Q: 3 clusters Score -2061447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2061451.000000 Penalty: 4700.403320
	Iteration 37Q: 3 clusters Score -2061451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2061450.250000 Penalty: 4700.403320
	Iteration 38Q: 3 clusters Score -2061450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2061450.750000 Penalty: 4700.403320
	Iteration 39Q: 3 clusters Score -2061451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2061451.375000 Penalty: 4700.403320
	Iteration 40F: 3 clusters Score -2061451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2061456.250000 Penalty: 4700.403320
	Iteration 41Q: 3 clusters Score -2061456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2061460.625000 Penalty: 4700.403320
	Iteration 42Q: 3 clusters Score -2061461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2061455.375000 Penalty: 4700.403320
	Iteration 43Q: 3 clusters Score -2061455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2061460.500000 Penalty: 4700.403320
	Iteration 44Q: 3 clusters Score -2061460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2061458.875000 Penalty: 4700.403320
	Iteration 45Q: 3 clusters Score -2061459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2061459.125000 Penalty: 4700.403320
	Iteration 46Q: 3 clusters Score -2061459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2061453.375000 Penalty: 4700.403320
	Iteration 47Q: 3 clusters Score -2061453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2061452.750000 Penalty: 4700.403320
	Iteration 48Q: 3 clusters Score -2061453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2061456.625000 Penalty: 4700.403320
	Iteration 49Q: 3 clusters Score -2061457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2061455.875000 Penalty: 4700.403320
	Iteration 50Q: 3 clusters Score -2061456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2061450.250000 Penalty: 4700.403320
	Iteration 51Q: 3 clusters Score -2061450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2061452.625000 Penalty: 4700.403320
	Iteration 52Q: 3 clusters Score -2061453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2061453.125000 Penalty: 4700.403320
	Iteration 53Q: 3 clusters Score -2061453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2061452.000000 Penalty: 4700.403320
	Iteration 54Q: 3 clusters Score -2061452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2061457.000000 Penalty: 4700.403320
	Iteration 55Q: 3 clusters Score -2061457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2061456.125000 Penalty: 4700.403320
	Iteration 56Q: 3 clusters Score -2061456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2061450.625000 Penalty: 4700.403320
	Iteration 57Q: 3 clusters Score -2061451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2061453.875000 Penalty: 4700.403320
	Iteration 58Q: 3 clusters Score -2061454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2061453.000000 Penalty: 4700.403320
	Iteration 59Q: 3 clusters Score -2061453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2061461.625000 Penalty: 4700.403320
	Iteration 60F: 3 clusters Score -2061462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2061460.875000 Penalty: 4700.403320
	Iteration 61Q: 3 clusters Score -2061461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2061456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2061451.750000 Penalty: 4700.403320
	Iteration 63Q: 3 clusters Score -2061452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2061453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2061462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2061461.750000 Penalty: 4700.403320
	Iteration 66Q: 3 clusters Score -2061462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2061456.000000 Penalty: 4700.403320
	Iteration 67Q: 3 clusters Score -2061456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2061451.750000 Penalty: 4700.403320
	Iteration 68Q: 3 clusters Score -2061452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
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Entering Unmasked Estep 
Score: -2061459.375000 Penalty: 4700.403320
	Iteration 69Q: 3 clusters Score -2061459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
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Entering Unmasked Estep 
Score: -2061454.125000 Penalty: 4700.403320
	Iteration 70Q: 3 clusters Score -2061454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
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Entering Unmasked Estep 
Score: -2061464.875000 Penalty: 4700.403320
	Iteration 71Q: 3 clusters Score -2061465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2061447.000000 Penalty: 4700.403320
	Iteration 72Q: 3 clusters Score -2061447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2061455 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2061464 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2061459 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8451 members 
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Entering Unmasked Estep 
Score: -2061458.250000 Penalty: 4700.403320
	Iteration 76Q: 3 clusters Score -2061458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
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Entering Unmasked Estep 
Score: -2061453.750000 Penalty: 4700.403320
	Iteration 77Q: 3 clusters Score -2061454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -2061457.250000 Penalty: 4700.403320
	Iteration 78Q: 3 clusters Score -2061457 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2061456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -2061455.625000 Penalty: 4700.403320
	Iteration 80F: 3 clusters Score -2061456 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2061459 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2061458 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2061454 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2061453 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2061462 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2061454 nChanged 0
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 87F: 3 clusters Score -2061454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 14422 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5092 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3574 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Mstep: Class 65 contains 849 members 
Mstep: Class 66 contains 4598 members 
Entering Unmasked Estep 
Score: -154501968.000000 Penalty: 230591.578125
Splitting cluster 27 changes total score from -154498592.000000 to -154501968.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 28 (5612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Entering Unmasked Estep 
Score: -656131.437500 Penalty: 2140.900391
	Iteration 0F: 2 clusters Score -656131.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -651221.562500 Penalty: 4281.800781
	Iteration 0F: 3 clusters Score -651221.6 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -652656.250000 Penalty: 4281.800781
	Iteration 1F: 3 clusters Score -652656.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -653208.937500 Penalty: 4281.800781
	Iteration 2F: 3 clusters Score -653208.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -653904.187500 Penalty: 4281.800781
	Iteration 3F: 3 clusters Score -653904.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -654542.687500 Penalty: 4281.800781
	Iteration 4F: 3 clusters Score -654542.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -654935.437500 Penalty: 4281.800781
	Iteration 5F: 3 clusters Score -654935.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -655134.000000 Penalty: 4281.800781
	Iteration 6Q: 3 clusters Score -655134 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -655240.937500 Penalty: 4281.800781
	Iteration 7Q: 3 clusters Score -655240.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -655297.437500 Penalty: 4281.800781
	Iteration 8Q: 3 clusters Score -655297.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -655325.187500 Penalty: 4281.800781
	Iteration 9Q: 3 clusters Score -655325.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -655342.437500 Penalty: 4281.800781
	Iteration 10Q: 3 clusters Score -655342.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -655359.000000 Penalty: 4281.800781
	Iteration 11Q: 3 clusters Score -655359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -655371.062500 Penalty: 4281.800781
	Iteration 12Q: 3 clusters Score -655371.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -655377.625000 Penalty: 4281.800781
	Iteration 13Q: 3 clusters Score -655377.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -655382.625000 Penalty: 4281.800781
	Iteration 14Q: 3 clusters Score -655382.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -655385.812500 Penalty: 4281.800781
	Iteration 15Q: 3 clusters Score -655385.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -655389.000000 Penalty: 4281.800781
	Iteration 16Q: 3 clusters Score -655389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -655389.750000 Penalty: 4281.800781
	Iteration 17Q: 3 clusters Score -655389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -655391.937500 Penalty: 4281.800781
	Iteration 18Q: 3 clusters Score -655391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -655392.125000 Penalty: 4281.800781
	Iteration 19Q: 3 clusters Score -655392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -655391.312500 Penalty: 4281.800781
	Iteration 20F: 3 clusters Score -655391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -655391.812500 Penalty: 4281.800781
	Iteration 21Q: 3 clusters Score -655391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -655391.687500 Penalty: 4281.800781
	Iteration 22Q: 3 clusters Score -655391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -655391.687500 Penalty: 4281.800781
	Iteration 23F: 3 clusters Score -655391.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Entering Unmasked Estep 
Score: -930369.625000 Penalty: 2227.955078
	Iteration 0F: 2 clusters Score -930369.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -923983.187500 Penalty: 4455.910156
	Iteration 0F: 3 clusters Score -923983.2 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -925819.375000 Penalty: 4455.910156
	Iteration 1F: 3 clusters Score -925819.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -926210.125000 Penalty: 4455.910156
	Iteration 2F: 3 clusters Score -926210.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -926518.062500 Penalty: 4455.910156
	Iteration 3F: 3 clusters Score -926518.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -926798.000000 Penalty: 4455.910156
	Iteration 4F: 3 clusters Score -926798 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -927014.000000 Penalty: 4455.910156
	Iteration 5Q: 3 clusters Score -927014 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -927258.625000 Penalty: 4455.910156
	Iteration 6Q: 3 clusters Score -927258.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -927518.125000 Penalty: 4455.910156
	Iteration 7Q: 3 clusters Score -927518.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -927794.250000 Penalty: 4455.910156
	Iteration 8Q: 3 clusters Score -927794.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -928053.750000 Penalty: 4455.910156
	Iteration 9Q: 3 clusters Score -928053.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -928312.437500 Penalty: 4455.910156
	Iteration 10Q: 3 clusters Score -928312.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -928505.687500 Penalty: 4455.910156
	Iteration 11Q: 3 clusters Score -928505.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -928656.625000 Penalty: 4455.910156
	Iteration 12Q: 3 clusters Score -928656.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -928784.062500 Penalty: 4455.910156
	Iteration 13Q: 3 clusters Score -928784.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -928849.000000 Penalty: 4455.910156
	Iteration 14Q: 3 clusters Score -928849 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -928889.750000 Penalty: 4455.910156
	Iteration 15Q: 3 clusters Score -928889.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -928922.812500 Penalty: 4455.910156
	Iteration 16Q: 3 clusters Score -928922.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -928950.687500 Penalty: 4455.910156
	Iteration 17Q: 3 clusters Score -928950.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -928979.250000 Penalty: 4455.910156
	Iteration 18Q: 3 clusters Score -928979.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -929008.500000 Penalty: 4455.910156
	Iteration 19Q: 3 clusters Score -929008.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -929041.625000 Penalty: 4455.910156
	Iteration 20F: 3 clusters Score -929041.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -929069.875000 Penalty: 4455.910156
	Iteration 21Q: 3 clusters Score -929069.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -929100.375000 Penalty: 4455.910156
	Iteration 22Q: 3 clusters Score -929100.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -929138.625000 Penalty: 4455.910156
	Iteration 23Q: 3 clusters Score -929138.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -929185.062500 Penalty: 4455.910156
	Iteration 24Q: 3 clusters Score -929185.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -929238.062500 Penalty: 4455.910156
	Iteration 25Q: 3 clusters Score -929238.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -929278.125000 Penalty: 4455.910156
	Iteration 26Q: 3 clusters Score -929278.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -929307.812500 Penalty: 4455.910156
	Iteration 27Q: 3 clusters Score -929307.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -929325.125000 Penalty: 4455.910156
	Iteration 28Q: 3 clusters Score -929325.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -929343.687500 Penalty: 4455.910156
	Iteration 29Q: 3 clusters Score -929343.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -929360.750000 Penalty: 4455.910156
	Iteration 30Q: 3 clusters Score -929360.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -929370.500000 Penalty: 4455.910156
	Iteration 31Q: 3 clusters Score -929370.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -929374.937500 Penalty: 4455.910156
	Iteration 32Q: 3 clusters Score -929374.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -929379.625000 Penalty: 4455.910156
	Iteration 33Q: 3 clusters Score -929379.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -929380.437500 Penalty: 4455.910156
	Iteration 34Q: 3 clusters Score -929380.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -929383.812500 Penalty: 4455.910156
	Iteration 35Q: 3 clusters Score -929383.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -929383.812500 Penalty: 4455.910156
	Iteration 36Q: 3 clusters Score -929383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -929386.375000 Penalty: 4455.910156
	Iteration 37Q: 3 clusters Score -929386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -929385.312500 Penalty: 4455.910156
	Iteration 38Q: 3 clusters Score -929385.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -929389.000000 Penalty: 4455.910156
	Iteration 39Q: 3 clusters Score -929389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -929391.937500 Penalty: 4455.910156
	Iteration 40F: 3 clusters Score -929391.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -929393.875000 Penalty: 4455.910156
	Iteration 41Q: 3 clusters Score -929393.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -929395.312500 Penalty: 4455.910156
	Iteration 42Q: 3 clusters Score -929395.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -929398.437500 Penalty: 4455.910156
	Iteration 43Q: 3 clusters Score -929398.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -929397.937500 Penalty: 4455.910156
	Iteration 44Q: 3 clusters Score -929397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -929399.687500 Penalty: 4455.910156
	Iteration 45Q: 3 clusters Score -929399.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -929402.000000 Penalty: 4455.910156
	Iteration 46Q: 3 clusters Score -929402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -929402.250000 Penalty: 4455.910156
	Iteration 47Q: 3 clusters Score -929402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -929402.000000 Penalty: 4455.910156
	Iteration 48Q: 3 clusters Score -929402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -929402.375000 Penalty: 4455.910156
	Iteration 49Q: 3 clusters Score -929402.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -929405.687500 Penalty: 4455.910156
	Iteration 50Q: 3 clusters Score -929405.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -929407.125000 Penalty: 4455.910156
	Iteration 51Q: 3 clusters Score -929407.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -929409.000000 Penalty: 4455.910156
	Iteration 52Q: 3 clusters Score -929409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -929409.500000 Penalty: 4455.910156
	Iteration 53Q: 3 clusters Score -929409.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -929411.687500 Penalty: 4455.910156
	Iteration 54Q: 3 clusters Score -929411.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -929411.687500 Penalty: 4455.910156
	Iteration 55F: 3 clusters Score -929411.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Entering Unmasked Estep 
Score: -1538350.625000 Penalty: 2374.974609
	Iteration 0F: 2 clusters Score -1538351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1527845.125000 Penalty: 4749.949219
	Iteration 0F: 3 clusters Score -1527845 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1531312.750000 Penalty: 4749.949219
	Iteration 1F: 3 clusters Score -1531313 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1532087.750000 Penalty: 4749.949219
	Iteration 2F: 3 clusters Score -1532088 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1532951.125000 Penalty: 4749.949219
	Iteration 3F: 3 clusters Score -1532951 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1533978.375000 Penalty: 4749.949219
	Iteration 4F: 3 clusters Score -1533978 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1534950.500000 Penalty: 4749.949219
	Iteration 5F: 3 clusters Score -1534950 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1535778.500000 Penalty: 4749.949219
	Iteration 6F: 3 clusters Score -1535778 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1536496.000000 Penalty: 4749.949219
	Iteration 7F: 3 clusters Score -1536496 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1537121.500000 Penalty: 4749.949219
	Iteration 8F: 3 clusters Score -1537122 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1537579.500000 Penalty: 4749.949219
	Iteration 9Q: 3 clusters Score -1537580 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1537900.875000 Penalty: 4749.949219
	Iteration 10Q: 3 clusters Score -1537901 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1538162.375000 Penalty: 4749.949219
	Iteration 11Q: 3 clusters Score -1538162 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1538373.125000 Penalty: 4749.949219
	Iteration 12Q: 3 clusters Score -1538373 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1538500.375000 Penalty: 4749.949219
	Iteration 13Q: 3 clusters Score -1538500 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1538580.000000 Penalty: 4749.949219
	Iteration 14Q: 3 clusters Score -1538580 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1538643.000000 Penalty: 4749.949219
	Iteration 15Q: 3 clusters Score -1538643 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1538684.625000 Penalty: 4749.949219
	Iteration 16Q: 3 clusters Score -1538685 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1538729.125000 Penalty: 4749.949219
	Iteration 17Q: 3 clusters Score -1538729 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1538757.500000 Penalty: 4749.949219
	Iteration 18Q: 3 clusters Score -1538758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1538786.000000 Penalty: 4749.949219
	Iteration 19Q: 3 clusters Score -1538786 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1538806.250000 Penalty: 4749.949219
	Iteration 20F: 3 clusters Score -1538806 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1538835.625000 Penalty: 4749.949219
	Iteration 21Q: 3 clusters Score -1538836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1538848.500000 Penalty: 4749.949219
	Iteration 22Q: 3 clusters Score -1538848 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1538860.875000 Penalty: 4749.949219
	Iteration 23Q: 3 clusters Score -1538861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1538875.875000 Penalty: 4749.949219
	Iteration 24Q: 3 clusters Score -1538876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1538879.125000 Penalty: 4749.949219
	Iteration 25Q: 3 clusters Score -1538879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1538882.875000 Penalty: 4749.949219
	Iteration 26Q: 3 clusters Score -1538883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1538886.000000 Penalty: 4749.949219
	Iteration 27Q: 3 clusters Score -1538886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1538889.625000 Penalty: 4749.949219
	Iteration 28Q: 3 clusters Score -1538890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1538890.250000 Penalty: 4749.949219
	Iteration 29Q: 3 clusters Score -1538890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1538891.000000 Penalty: 4749.949219
	Iteration 30Q: 3 clusters Score -1538891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1538894.125000 Penalty: 4749.949219
	Iteration 31Q: 3 clusters Score -1538894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1538891.750000 Penalty: 4749.949219
	Iteration 32Q: 3 clusters Score -1538892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1538891.250000 Penalty: 4749.949219
	Iteration 33Q: 3 clusters Score -1538891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1538890.375000 Penalty: 4749.949219
	Iteration 34Q: 3 clusters Score -1538890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1538891.750000 Penalty: 4749.949219
	Iteration 35Q: 3 clusters Score -1538892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1538891.500000 Penalty: 4749.949219
	Iteration 36Q: 3 clusters Score -1538892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1538891.125000 Penalty: 4749.949219
	Iteration 37Q: 3 clusters Score -1538891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1538891.125000 Penalty: 4749.949219
	Iteration 38F: 3 clusters Score -1538891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 9099 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 5092 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3574 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Mstep: Class 65 contains 849 members 
Mstep: Class 66 contains 4598 members 
Mstep: Class 67 contains 5323 members 
Entering Unmasked Estep 
Score: -154501536.000000 Penalty: 234085.390625
Splitting cluster 30 changes total score from -154498592.000000 to -154501536.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 31 (38086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Entering Unmasked Estep 
Score: -4613737.000000 Penalty: 2615.805176
	Iteration 0F: 2 clusters Score -4613737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -4587663.000000 Penalty: 5231.610352
	Iteration 0F: 3 clusters Score -4587663 nChanged 17462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -4597084.500000 Penalty: 5231.610352
	Iteration 1F: 3 clusters Score -4597084 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -4597674.000000 Penalty: 5231.610352
	Iteration 2Q: 3 clusters Score -4597674 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -4598246.000000 Penalty: 5231.610352
	Iteration 3Q: 3 clusters Score -4598246 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4598899.000000 Penalty: 5231.610352
	Iteration 4Q: 3 clusters Score -4598899 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -4599639.500000 Penalty: 5231.610352
	Iteration 5Q: 3 clusters Score -4599640 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -4600582.000000 Penalty: 5231.610352
	Iteration 6F: 3 clusters Score -4600582 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -4601675.000000 Penalty: 5231.610352
	Iteration 7F: 3 clusters Score -4601675 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -4603045.500000 Penalty: 5231.610352
	Iteration 8F: 3 clusters Score -4603046 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -4604639.000000 Penalty: 5231.610352
	Iteration 9F: 3 clusters Score -4604639 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -4606210.000000 Penalty: 5231.610352
	Iteration 10F: 3 clusters Score -4606210 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -4607623.000000 Penalty: 5231.610352
	Iteration 11Q: 3 clusters Score -4607623 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -4608731.500000 Penalty: 5231.610352
	Iteration 12Q: 3 clusters Score -4608732 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -4609392.000000 Penalty: 5231.610352
	Iteration 13Q: 3 clusters Score -4609392 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -4609840.500000 Penalty: 5231.610352
	Iteration 14Q: 3 clusters Score -4609840 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -4610167.500000 Penalty: 5231.610352
	Iteration 15Q: 3 clusters Score -4610168 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -4610352.500000 Penalty: 5231.610352
	Iteration 16Q: 3 clusters Score -4610352 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -4610587.500000 Penalty: 5231.610352
	Iteration 17Q: 3 clusters Score -4610588 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -4610779.000000 Penalty: 5231.610352
	Iteration 18Q: 3 clusters Score -4610779 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -4610940.000000 Penalty: 5231.610352
	Iteration 19Q: 3 clusters Score -4610940 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -4611101.000000 Penalty: 5231.610352
	Iteration 20F: 3 clusters Score -4611101 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -4611223.000000 Penalty: 5231.610352
	Iteration 21Q: 3 clusters Score -4611223 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4611326.000000 Penalty: 5231.610352
	Iteration 22Q: 3 clusters Score -4611326 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -4611420.000000 Penalty: 5231.610352
	Iteration 23Q: 3 clusters Score -4611420 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -4611525.500000 Penalty: 5231.610352
	Iteration 24Q: 3 clusters Score -4611526 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -4611588.500000 Penalty: 5231.610352
	Iteration 25Q: 3 clusters Score -4611588 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4611653.000000 Penalty: 5231.610352
	Iteration 26Q: 3 clusters Score -4611653 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -4611689.500000 Penalty: 5231.610352
	Iteration 27Q: 3 clusters Score -4611690 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -4611729.500000 Penalty: 5231.610352
	Iteration 28Q: 3 clusters Score -4611730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -4611753.500000 Penalty: 5231.610352
	Iteration 29Q: 3 clusters Score -4611754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -4611771.000000 Penalty: 5231.610352
	Iteration 30Q: 3 clusters Score -4611771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4611792.500000 Penalty: 5231.610352
	Iteration 31Q: 3 clusters Score -4611792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -4611811.500000 Penalty: 5231.610352
	Iteration 32Q: 3 clusters Score -4611812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4611821.500000 Penalty: 5231.610352
	Iteration 33Q: 3 clusters Score -4611822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -4611832.000000 Penalty: 5231.610352
	Iteration 34Q: 3 clusters Score -4611832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -4611861.000000 Penalty: 5231.610352
	Iteration 35Q: 3 clusters Score -4611861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -4611868.000000 Penalty: 5231.610352
	Iteration 36Q: 3 clusters Score -4611868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -4611894.500000 Penalty: 5231.610352
	Iteration 37Q: 3 clusters Score -4611894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -4611911.500000 Penalty: 5231.610352
	Iteration 38Q: 3 clusters Score -4611912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -4611940.500000 Penalty: 5231.610352
	Iteration 39Q: 3 clusters Score -4611940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -4611954.000000 Penalty: 5231.610352
	Iteration 40F: 3 clusters Score -4611954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -4611960.000000 Penalty: 5231.610352
	Iteration 41Q: 3 clusters Score -4611960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -4611976.000000 Penalty: 5231.610352
	Iteration 42Q: 3 clusters Score -4611976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4611981.500000 Penalty: 5231.610352
	Iteration 43Q: 3 clusters Score -4611982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -4611999.000000 Penalty: 5231.610352
	Iteration 44Q: 3 clusters Score -4611999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -4612021.000000 Penalty: 5231.610352
	Iteration 45Q: 3 clusters Score -4612021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -4612035.000000 Penalty: 5231.610352
	Iteration 46Q: 3 clusters Score -4612035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -4612043.000000 Penalty: 5231.610352
	Iteration 47Q: 3 clusters Score -4612043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -4612047.000000 Penalty: 5231.610352
	Iteration 48Q: 3 clusters Score -4612047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -4612049.000000 Penalty: 5231.610352
	Iteration 49Q: 3 clusters Score -4612049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -4612055.500000 Penalty: 5231.610352
	Iteration 50Q: 3 clusters Score -4612056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4612057.500000 Penalty: 5231.610352
	Iteration 51Q: 3 clusters Score -4612058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -4612062.000000 Penalty: 5231.610352
	Iteration 52Q: 3 clusters Score -4612062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4612074.500000 Penalty: 5231.610352
	Iteration 53Q: 3 clusters Score -4612074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -4612082.000000 Penalty: 5231.610352
	Iteration 54Q: 3 clusters Score -4612082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -4612082.500000 Penalty: 5231.610352
	Iteration 55Q: 3 clusters Score -4612082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -4612095.500000 Penalty: 5231.610352
	Iteration 56Q: 3 clusters Score -4612096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -4612096.500000 Penalty: 5231.610352
	Iteration 57Q: 3 clusters Score -4612096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -4612104.000000 Penalty: 5231.610352
	Iteration 58Q: 3 clusters Score -4612104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -4612111.500000 Penalty: 5231.610352
	Iteration 59Q: 3 clusters Score -4612112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -4612111.000000 Penalty: 5231.610352
	Iteration 60F: 3 clusters Score -4612111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -4612118.500000 Penalty: 5231.610352
	Iteration 61Q: 3 clusters Score -4612118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -4612130.000000 Penalty: 5231.610352
	Iteration 62Q: 3 clusters Score -4612130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -4612129.500000 Penalty: 5231.610352
	Iteration 63Q: 3 clusters Score -4612130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -4612142.000000 Penalty: 5231.610352
	Iteration 64Q: 3 clusters Score -4612142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -4612134.500000 Penalty: 5231.610352
	Iteration 65Q: 3 clusters Score -4612134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4612133.000000 Penalty: 5231.610352
	Iteration 66Q: 3 clusters Score -4612133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -4612134.000000 Penalty: 5231.610352
	Iteration 67Q: 3 clusters Score -4612134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -4612130.500000 Penalty: 5231.610352
	Iteration 68Q: 3 clusters Score -4612130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -4612130.500000 Penalty: 5231.610352
	Iteration 69F: 3 clusters Score -4612130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Entering Unmasked Estep 
Score: -2139981.750000 Penalty: 2419.596191
	Iteration 0F: 2 clusters Score -2139982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2127706.000000 Penalty: 4839.192383
	Iteration 0F: 3 clusters Score -2127706 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2132026.500000 Penalty: 4839.192383
	Iteration 1F: 3 clusters Score -2132026 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2133030.500000 Penalty: 4839.192383
	Iteration 2F: 3 clusters Score -2133030 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2134299.250000 Penalty: 4839.192383
	Iteration 3F: 3 clusters Score -2134299 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2135671.250000 Penalty: 4839.192383
	Iteration 4F: 3 clusters Score -2135671 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2136688.500000 Penalty: 4839.192383
	Iteration 5F: 3 clusters Score -2136688 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2137229.500000 Penalty: 4839.192383
	Iteration 6F: 3 clusters Score -2137230 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2137485.250000 Penalty: 4839.192383
	Iteration 7Q: 3 clusters Score -2137485 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2137621.000000 Penalty: 4839.192383
	Iteration 8Q: 3 clusters Score -2137621 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2137701.250000 Penalty: 4839.192383
	Iteration 9Q: 3 clusters Score -2137701 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2137739.750000 Penalty: 4839.192383
	Iteration 10Q: 3 clusters Score -2137740 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2137791.500000 Penalty: 4839.192383
	Iteration 11Q: 3 clusters Score -2137792 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2137819.000000 Penalty: 4839.192383
	Iteration 12Q: 3 clusters Score -2137819 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2137847.000000 Penalty: 4839.192383
	Iteration 13Q: 3 clusters Score -2137847 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2137872.500000 Penalty: 4839.192383
	Iteration 14Q: 3 clusters Score -2137872 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2137883.250000 Penalty: 4839.192383
	Iteration 15Q: 3 clusters Score -2137883 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2137906.250000 Penalty: 4839.192383
	Iteration 16Q: 3 clusters Score -2137906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2137930.000000 Penalty: 4839.192383
	Iteration 17Q: 3 clusters Score -2137930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2137951.250000 Penalty: 4839.192383
	Iteration 18Q: 3 clusters Score -2137951 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2137965.000000 Penalty: 4839.192383
	Iteration 19Q: 3 clusters Score -2137965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2137976.000000 Penalty: 4839.192383
	Iteration 20F: 3 clusters Score -2137976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2137984.250000 Penalty: 4839.192383
	Iteration 21Q: 3 clusters Score -2137984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2137993.500000 Penalty: 4839.192383
	Iteration 22Q: 3 clusters Score -2137994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2138008.250000 Penalty: 4839.192383
	Iteration 23Q: 3 clusters Score -2138008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2138005.500000 Penalty: 4839.192383
	Iteration 24Q: 3 clusters Score -2138006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2138019.250000 Penalty: 4839.192383
	Iteration 25Q: 3 clusters Score -2138019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2138016.000000 Penalty: 4839.192383
	Iteration 26Q: 3 clusters Score -2138016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2138021.750000 Penalty: 4839.192383
	Iteration 27Q: 3 clusters Score -2138022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2138024.500000 Penalty: 4839.192383
	Iteration 28Q: 3 clusters Score -2138024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2138025.500000 Penalty: 4839.192383
	Iteration 29Q: 3 clusters Score -2138026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2138027.500000 Penalty: 4839.192383
	Iteration 30Q: 3 clusters Score -2138028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2138029.000000 Penalty: 4839.192383
	Iteration 31Q: 3 clusters Score -2138029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2138034.500000 Penalty: 4839.192383
	Iteration 32Q: 3 clusters Score -2138034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2138036.750000 Penalty: 4839.192383
	Iteration 33Q: 3 clusters Score -2138037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2138036.750000 Penalty: 4839.192383
	Iteration 34Q: 3 clusters Score -2138037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2138042.000000 Penalty: 4839.192383
	Iteration 35Q: 3 clusters Score -2138042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2138039.000000 Penalty: 4839.192383
	Iteration 36Q: 3 clusters Score -2138039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2138044.500000 Penalty: 4839.192383
	Iteration 37Q: 3 clusters Score -2138044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2138047.250000 Penalty: 4839.192383
	Iteration 38Q: 3 clusters Score -2138047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2138057.750000 Penalty: 4839.192383
	Iteration 39Q: 3 clusters Score -2138058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2138063.750000 Penalty: 4839.192383
	Iteration 40F: 3 clusters Score -2138064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2138065.750000 Penalty: 4839.192383
	Iteration 41Q: 3 clusters Score -2138066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2138062.750000 Penalty: 4839.192383
	Iteration 42Q: 3 clusters Score -2138063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2138071.250000 Penalty: 4839.192383
	Iteration 43Q: 3 clusters Score -2138071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2138070.000000 Penalty: 4839.192383
	Iteration 44Q: 3 clusters Score -2138070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2138070.250000 Penalty: 4839.192383
	Iteration 45Q: 3 clusters Score -2138070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2138078.750000 Penalty: 4839.192383
	Iteration 46Q: 3 clusters Score -2138079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2138083.000000 Penalty: 4839.192383
	Iteration 47Q: 3 clusters Score -2138083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2138088.000000 Penalty: 4839.192383
	Iteration 48Q: 3 clusters Score -2138088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2138087.750000 Penalty: 4839.192383
	Iteration 49Q: 3 clusters Score -2138088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2138093.250000 Penalty: 4839.192383
	Iteration 50Q: 3 clusters Score -2138093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2138098.250000 Penalty: 4839.192383
	Iteration 51Q: 3 clusters Score -2138098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2138097.250000 Penalty: 4839.192383
	Iteration 52Q: 3 clusters Score -2138097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2138097.000000 Penalty: 4839.192383
	Iteration 53Q: 3 clusters Score -2138097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2138096.750000 Penalty: 4839.192383
	Iteration 54Q: 3 clusters Score -2138097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2138100.000000 Penalty: 4839.192383
	Iteration 55Q: 3 clusters Score -2138100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2138103.000000 Penalty: 4839.192383
	Iteration 56Q: 3 clusters Score -2138103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2138105.000000 Penalty: 4839.192383
	Iteration 57Q: 3 clusters Score -2138105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2138105.750000 Penalty: 4839.192383
	Iteration 58Q: 3 clusters Score -2138106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2138105.750000 Penalty: 4839.192383
	Iteration 59F: 3 clusters Score -2138106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Entering Unmasked Estep 
Score: -1049424.750000 Penalty: 2251.105469
	Iteration 0F: 2 clusters Score -1049425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1042567.312500 Penalty: 4502.210938
	Iteration 0F: 3 clusters Score -1042567 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1044495.562500 Penalty: 4502.210938
	Iteration 1F: 3 clusters Score -1044496 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1044839.687500 Penalty: 4502.210938
	Iteration 2F: 3 clusters Score -1044840 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1045130.312500 Penalty: 4502.210938
	Iteration 3F: 3 clusters Score -1045130 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1045436.000000 Penalty: 4502.210938
	Iteration 4F: 3 clusters Score -1045436 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1045762.312500 Penalty: 4502.210938
	Iteration 5Q: 3 clusters Score -1045762 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1046135.500000 Penalty: 4502.210938
	Iteration 6F: 3 clusters Score -1046136 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1046510.062500 Penalty: 4502.210938
	Iteration 7F: 3 clusters Score -1046510 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1046822.812500 Penalty: 4502.210938
	Iteration 8F: 3 clusters Score -1046823 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1047071.062500 Penalty: 4502.210938
	Iteration 9Q: 3 clusters Score -1047071 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1047256.875000 Penalty: 4502.210938
	Iteration 10Q: 3 clusters Score -1047257 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1047393.562500 Penalty: 4502.210938
	Iteration 11Q: 3 clusters Score -1047394 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1047490.062500 Penalty: 4502.210938
	Iteration 12Q: 3 clusters Score -1047490 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1047556.500000 Penalty: 4502.210938
	Iteration 13Q: 3 clusters Score -1047556 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1047596.687500 Penalty: 4502.210938
	Iteration 14Q: 3 clusters Score -1047597 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1047621.125000 Penalty: 4502.210938
	Iteration 15Q: 3 clusters Score -1047621 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1047636.750000 Penalty: 4502.210938
	Iteration 16Q: 3 clusters Score -1047637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1047652.125000 Penalty: 4502.210938
	Iteration 17Q: 3 clusters Score -1047652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1047660.437500 Penalty: 4502.210938
	Iteration 18Q: 3 clusters Score -1047660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1047669.812500 Penalty: 4502.210938
	Iteration 19Q: 3 clusters Score -1047670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1047675.187500 Penalty: 4502.210938
	Iteration 20F: 3 clusters Score -1047675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1047680.437500 Penalty: 4502.210938
	Iteration 21Q: 3 clusters Score -1047680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1047684.937500 Penalty: 4502.210938
	Iteration 22Q: 3 clusters Score -1047685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1047694.687500 Penalty: 4502.210938
	Iteration 23Q: 3 clusters Score -1047695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1047696.312500 Penalty: 4502.210938
	Iteration 24Q: 3 clusters Score -1047696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1047700.250000 Penalty: 4502.210938
	Iteration 25Q: 3 clusters Score -1047700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1047700.375000 Penalty: 4502.210938
	Iteration 26Q: 3 clusters Score -1047700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1047706.000000 Penalty: 4502.210938
	Iteration 27Q: 3 clusters Score -1047706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1047705.562500 Penalty: 4502.210938
	Iteration 28Q: 3 clusters Score -1047706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1047707.125000 Penalty: 4502.210938
	Iteration 29Q: 3 clusters Score -1047707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1047708.312500 Penalty: 4502.210938
	Iteration 30Q: 3 clusters Score -1047708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1047711.312500 Penalty: 4502.210938
	Iteration 31Q: 3 clusters Score -1047711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1047713.750000 Penalty: 4502.210938
	Iteration 32Q: 3 clusters Score -1047714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1047717.125000 Penalty: 4502.210938
	Iteration 33Q: 3 clusters Score -1047717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1047718.562500 Penalty: 4502.210938
	Iteration 34Q: 3 clusters Score -1047719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1047718.437500 Penalty: 4502.210938
	Iteration 35Q: 3 clusters Score -1047718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1047720.437500 Penalty: 4502.210938
	Iteration 36Q: 3 clusters Score -1047720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1047724.000000 Penalty: 4502.210938
	Iteration 37Q: 3 clusters Score -1047724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1047724.187500 Penalty: 4502.210938
	Iteration 38Q: 3 clusters Score -1047724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1047722.687500 Penalty: 4502.210938
	Iteration 39Q: 3 clusters Score -1047723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1047722.750000 Penalty: 4502.210938
	Iteration 40F: 3 clusters Score -1047723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1047723.250000 Penalty: 4502.210938
	Iteration 41Q: 3 clusters Score -1047723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1047723.125000 Penalty: 4502.210938
	Iteration 42Q: 3 clusters Score -1047723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1047722.437500 Penalty: 4502.210938
	Iteration 43Q: 3 clusters Score -1047722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1047722.437500 Penalty: 4502.210938
	Iteration 44F: 3 clusters Score -1047722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Entering Unmasked Estep 
Score: -1855543.500000 Penalty: 2396.662109
	Iteration 0F: 2 clusters Score -1855544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1844267.500000 Penalty: 4793.324219
	Iteration 0F: 3 clusters Score -1844268 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1848151.500000 Penalty: 4793.324219
	Iteration 1F: 3 clusters Score -1848152 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1849171.000000 Penalty: 4793.324219
	Iteration 2F: 3 clusters Score -1849171 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1850554.375000 Penalty: 4793.324219
	Iteration 3F: 3 clusters Score -1850554 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1852150.500000 Penalty: 4793.324219
	Iteration 4F: 3 clusters Score -1852150 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1853346.875000 Penalty: 4793.324219
	Iteration 5F: 3 clusters Score -1853347 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1853995.000000 Penalty: 4793.324219
	Iteration 6F: 3 clusters Score -1853995 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1854273.875000 Penalty: 4793.324219
	Iteration 7Q: 3 clusters Score -1854274 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1854393.625000 Penalty: 4793.324219
	Iteration 8Q: 3 clusters Score -1854394 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1854467.125000 Penalty: 4793.324219
	Iteration 9Q: 3 clusters Score -1854467 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1854512.250000 Penalty: 4793.324219
	Iteration 10Q: 3 clusters Score -1854512 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1854557.875000 Penalty: 4793.324219
	Iteration 11Q: 3 clusters Score -1854558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1854596.125000 Penalty: 4793.324219
	Iteration 12Q: 3 clusters Score -1854596 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1854622.500000 Penalty: 4793.324219
	Iteration 13Q: 3 clusters Score -1854622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1854651.375000 Penalty: 4793.324219
	Iteration 14Q: 3 clusters Score -1854651 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1854677.500000 Penalty: 4793.324219
	Iteration 15Q: 3 clusters Score -1854678 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1854715.125000 Penalty: 4793.324219
	Iteration 16Q: 3 clusters Score -1854715 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1854757.125000 Penalty: 4793.324219
	Iteration 17Q: 3 clusters Score -1854757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1854787.000000 Penalty: 4793.324219
	Iteration 18Q: 3 clusters Score -1854787 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1854818.750000 Penalty: 4793.324219
	Iteration 19Q: 3 clusters Score -1854819 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1854858.000000 Penalty: 4793.324219
	Iteration 20F: 3 clusters Score -1854858 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1854887.750000 Penalty: 4793.324219
	Iteration 21Q: 3 clusters Score -1854888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1854918.750000 Penalty: 4793.324219
	Iteration 22Q: 3 clusters Score -1854919 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1854949.125000 Penalty: 4793.324219
	Iteration 23Q: 3 clusters Score -1854949 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1854972.750000 Penalty: 4793.324219
	Iteration 24Q: 3 clusters Score -1854973 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1855000.250000 Penalty: 4793.324219
	Iteration 25Q: 3 clusters Score -1855000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1855021.625000 Penalty: 4793.324219
	Iteration 26Q: 3 clusters Score -1855022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1855043.500000 Penalty: 4793.324219
	Iteration 27Q: 3 clusters Score -1855044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1855047.125000 Penalty: 4793.324219
	Iteration 28Q: 3 clusters Score -1855047 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1855060.000000 Penalty: 4793.324219
	Iteration 29Q: 3 clusters Score -1855060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1855077.750000 Penalty: 4793.324219
	Iteration 30Q: 3 clusters Score -1855078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1855097.375000 Penalty: 4793.324219
	Iteration 31Q: 3 clusters Score -1855097 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1855125.000000 Penalty: 4793.324219
	Iteration 32Q: 3 clusters Score -1855125 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1855149.125000 Penalty: 4793.324219
	Iteration 33Q: 3 clusters Score -1855149 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1855175.875000 Penalty: 4793.324219
	Iteration 34Q: 3 clusters Score -1855176 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1855219.250000 Penalty: 4793.324219
	Iteration 35Q: 3 clusters Score -1855219 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1855251.750000 Penalty: 4793.324219
	Iteration 36Q: 3 clusters Score -1855252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1855281.625000 Penalty: 4793.324219
	Iteration 37Q: 3 clusters Score -1855282 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1855308.500000 Penalty: 4793.324219
	Iteration 38Q: 3 clusters Score -1855308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1855331.750000 Penalty: 4793.324219
	Iteration 39Q: 3 clusters Score -1855332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1855341.875000 Penalty: 4793.324219
	Iteration 40F: 3 clusters Score -1855342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1855347.500000 Penalty: 4793.324219
	Iteration 41Q: 3 clusters Score -1855348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1855355.250000 Penalty: 4793.324219
	Iteration 42Q: 3 clusters Score -1855355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1855354.375000 Penalty: 4793.324219
	Iteration 43Q: 3 clusters Score -1855354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1855360.125000 Penalty: 4793.324219
	Iteration 44Q: 3 clusters Score -1855360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1855360.500000 Penalty: 4793.324219
	Iteration 45Q: 3 clusters Score -1855360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1855363.125000 Penalty: 4793.324219
	Iteration 46Q: 3 clusters Score -1855363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1855361.625000 Penalty: 4793.324219
	Iteration 47Q: 3 clusters Score -1855362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1855366.875000 Penalty: 4793.324219
	Iteration 48Q: 3 clusters Score -1855367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1855368.750000 Penalty: 4793.324219
	Iteration 49Q: 3 clusters Score -1855369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1855371.750000 Penalty: 4793.324219
	Iteration 50Q: 3 clusters Score -1855372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1855375.500000 Penalty: 4793.324219
	Iteration 51Q: 3 clusters Score -1855376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1855373.000000 Penalty: 4793.324219
	Iteration 52Q: 3 clusters Score -1855373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1855373.000000 Penalty: 4793.324219
	Iteration 53Q: 3 clusters Score -1855373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1855377.250000 Penalty: 4793.324219
	Iteration 54Q: 3 clusters Score -1855377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1855377.625000 Penalty: 4793.324219
	Iteration 55Q: 3 clusters Score -1855378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1855376.250000 Penalty: 4793.324219
	Iteration 56Q: 3 clusters Score -1855376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1855381.750000 Penalty: 4793.324219
	Iteration 57Q: 3 clusters Score -1855382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1855379.625000 Penalty: 4793.324219
	Iteration 58Q: 3 clusters Score -1855380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1855381.625000 Penalty: 4793.324219
	Iteration 59Q: 3 clusters Score -1855382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1855384.500000 Penalty: 4793.324219
	Iteration 60F: 3 clusters Score -1855384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (22276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Entering Unmasked Estep 
Score: -2768475.000000 Penalty: 2482.793701
	Iteration 0F: 2 clusters Score -2768475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2752863.250000 Penalty: 4965.587402
	Iteration 0F: 3 clusters Score -2752863 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2758122.000000 Penalty: 4965.587402
	Iteration 1F: 3 clusters Score -2758122 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2758560.250000 Penalty: 4965.587402
	Iteration 2F: 3 clusters Score -2758560 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2759009.750000 Penalty: 4965.587402
	Iteration 3Q: 3 clusters Score -2759010 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2759528.750000 Penalty: 4965.587402
	Iteration 4F: 3 clusters Score -2759529 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2760186.750000 Penalty: 4965.587402
	Iteration 5F: 3 clusters Score -2760187 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2760999.500000 Penalty: 4965.587402
	Iteration 6F: 3 clusters Score -2761000 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2762058.250000 Penalty: 4965.587402
	Iteration 7F: 3 clusters Score -2762058 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2763140.750000 Penalty: 4965.587402
	Iteration 8F: 3 clusters Score -2763141 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2764105.750000 Penalty: 4965.587402
	Iteration 9F: 3 clusters Score -2764106 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2764831.500000 Penalty: 4965.587402
	Iteration 10Q: 3 clusters Score -2764832 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2765295.250000 Penalty: 4965.587402
	Iteration 11Q: 3 clusters Score -2765295 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2765642.500000 Penalty: 4965.587402
	Iteration 12Q: 3 clusters Score -2765642 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2765862.250000 Penalty: 4965.587402
	Iteration 13Q: 3 clusters Score -2765862 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2765994.250000 Penalty: 4965.587402
	Iteration 14Q: 3 clusters Score -2765994 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2766121.250000 Penalty: 4965.587402
	Iteration 15Q: 3 clusters Score -2766121 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2766191.250000 Penalty: 4965.587402
	Iteration 16Q: 3 clusters Score -2766191 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2766230.000000 Penalty: 4965.587402
	Iteration 17Q: 3 clusters Score -2766230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2766255.750000 Penalty: 4965.587402
	Iteration 18Q: 3 clusters Score -2766256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2766281.250000 Penalty: 4965.587402
	Iteration 19Q: 3 clusters Score -2766281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2766306.750000 Penalty: 4965.587402
	Iteration 20F: 3 clusters Score -2766307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2766320.250000 Penalty: 4965.587402
	Iteration 21Q: 3 clusters Score -2766320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2766335.500000 Penalty: 4965.587402
	Iteration 22Q: 3 clusters Score -2766336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2766344.500000 Penalty: 4965.587402
	Iteration 23Q: 3 clusters Score -2766344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2766354.500000 Penalty: 4965.587402
	Iteration 24Q: 3 clusters Score -2766354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2766361.250000 Penalty: 4965.587402
	Iteration 25Q: 3 clusters Score -2766361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2766365.750000 Penalty: 4965.587402
	Iteration 26Q: 3 clusters Score -2766366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2766370.750000 Penalty: 4965.587402
	Iteration 27Q: 3 clusters Score -2766371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2766378.500000 Penalty: 4965.587402
	Iteration 28Q: 3 clusters Score -2766378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -2766381.000000 Penalty: 4965.587402
	Iteration 29Q: 3 clusters Score -2766381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2766380.750000 Penalty: 4965.587402
	Iteration 30Q: 3 clusters Score -2766381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2766380.500000 Penalty: 4965.587402
	Iteration 31Q: 3 clusters Score -2766380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2766388.250000 Penalty: 4965.587402
	Iteration 32Q: 3 clusters Score -2766388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2766385.000000 Penalty: 4965.587402
	Iteration 33Q: 3 clusters Score -2766385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2766391.750000 Penalty: 4965.587402
	Iteration 34Q: 3 clusters Score -2766392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2766394.250000 Penalty: 4965.587402
	Iteration 35Q: 3 clusters Score -2766394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2766396.750000 Penalty: 4965.587402
	Iteration 36Q: 3 clusters Score -2766397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2766396.750000 Penalty: 4965.587402
	Iteration 37Q: 3 clusters Score -2766397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2766401.250000 Penalty: 4965.587402
	Iteration 38Q: 3 clusters Score -2766401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2766412.250000 Penalty: 4965.587402
	Iteration 39Q: 3 clusters Score -2766412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2766415.000000 Penalty: 4965.587402
	Iteration 40F: 3 clusters Score -2766415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2766421.250000 Penalty: 4965.587402
	Iteration 41Q: 3 clusters Score -2766421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2766426.500000 Penalty: 4965.587402
	Iteration 42Q: 3 clusters Score -2766426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2766430.750000 Penalty: 4965.587402
	Iteration 43Q: 3 clusters Score -2766431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2766434.500000 Penalty: 4965.587402
	Iteration 44Q: 3 clusters Score -2766434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2766436.000000 Penalty: 4965.587402
	Iteration 45Q: 3 clusters Score -2766436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2766437.250000 Penalty: 4965.587402
	Iteration 46Q: 3 clusters Score -2766437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2766437.000000 Penalty: 4965.587402
	Iteration 47Q: 3 clusters Score -2766437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2766437.000000 Penalty: 4965.587402
	Iteration 48F: 3 clusters Score -2766437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -90030.757812 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -90030.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -88381.703125 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -88381.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -89064.554688 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -89064.55 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89590.828125 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -89590.83 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90379.093750 Penalty: 3499.007080
	Iteration 3F: 3 clusters Score -90379.09 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91643.203125 Penalty: 3499.007080
	Iteration 4F: 3 clusters Score -91643.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93475.843750 Penalty: 3499.007080
	Iteration 5F: 3 clusters Score -93475.84 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94225.671875 Penalty: 3499.007080
	Iteration 6F: 3 clusters Score -94225.67 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94445.601562 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -94445.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -94519.164062 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -94519.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -94539.015625 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -94539.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -94539.015625 Penalty: 3499.007080
	Iteration 10F: 3 clusters Score -94539.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 9099 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 5092 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3574 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Mstep: Class 65 contains 849 members 
Mstep: Class 66 contains 4598 members 
Mstep: Class 67 contains 5323 members 
Mstep: Class 68 contains 450 members 
Entering Unmasked Estep 
Score: -154504752.000000 Penalty: 237579.203125
Splitting cluster 36 changes total score from -154498592.000000 to -154504752.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 37 (5092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Entering Unmasked Estep 
Score: -511816.312500 Penalty: 2116.785645
	Iteration 0F: 2 clusters Score -511816.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -507385.500000 Penalty: 4233.571289
	Iteration 0F: 3 clusters Score -507385.5 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -508827.031250 Penalty: 4233.571289
	Iteration 1F: 3 clusters Score -508827 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -509352.312500 Penalty: 4233.571289
	Iteration 2F: 3 clusters Score -509352.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -509794.125000 Penalty: 4233.571289
	Iteration 3F: 3 clusters Score -509794.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -510100.093750 Penalty: 4233.571289
	Iteration 4F: 3 clusters Score -510100.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -510351.406250 Penalty: 4233.571289
	Iteration 5Q: 3 clusters Score -510351.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -510553.375000 Penalty: 4233.571289
	Iteration 6Q: 3 clusters Score -510553.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -510706.250000 Penalty: 4233.571289
	Iteration 7Q: 3 clusters Score -510706.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -510859.625000 Penalty: 4233.571289
	Iteration 8Q: 3 clusters Score -510859.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -511015.531250 Penalty: 4233.571289
	Iteration 9Q: 3 clusters Score -511015.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -511222.281250 Penalty: 4233.571289
	Iteration 10Q: 3 clusters Score -511222.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -511449.718750 Penalty: 4233.571289
	Iteration 11Q: 3 clusters Score -511449.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -511730.375000 Penalty: 4233.571289
	Iteration 12Q: 3 clusters Score -511730.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -512142.406250 Penalty: 4233.571289
	Iteration 13Q: 3 clusters Score -512142.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -512792.500000 Penalty: 4233.571289
	Iteration 14Q: 3 clusters Score -512792.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -513301.906250 Penalty: 4233.571289
	Iteration 15Q: 3 clusters Score -513301.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -513563.968750 Penalty: 4233.571289
	Iteration 16Q: 3 clusters Score -513564 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -513752.968750 Penalty: 4233.571289
	Iteration 17Q: 3 clusters Score -513753 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -513888.593750 Penalty: 4233.571289
	Iteration 18Q: 3 clusters Score -513888.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -513960.250000 Penalty: 4233.571289
	Iteration 19Q: 3 clusters Score -513960.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -514007.843750 Penalty: 4233.571289
	Iteration 20F: 3 clusters Score -514007.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -514030.562500 Penalty: 4233.571289
	Iteration 21Q: 3 clusters Score -514030.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -514044.687500 Penalty: 4233.571289
	Iteration 22Q: 3 clusters Score -514044.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -514053.062500 Penalty: 4233.571289
	Iteration 23Q: 3 clusters Score -514053.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -514056.875000 Penalty: 4233.571289
	Iteration 24Q: 3 clusters Score -514056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -514059.750000 Penalty: 4233.571289
	Iteration 25Q: 3 clusters Score -514059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -514060.031250 Penalty: 4233.571289
	Iteration 26Q: 3 clusters Score -514060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -514061.656250 Penalty: 4233.571289
	Iteration 27Q: 3 clusters Score -514061.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -514060.687500 Penalty: 4233.571289
	Iteration 28Q: 3 clusters Score -514060.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -514063.562500 Penalty: 4233.571289
	Iteration 29Q: 3 clusters Score -514063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -514065.187500 Penalty: 4233.571289
	Iteration 30Q: 3 clusters Score -514065.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -514066.281250 Penalty: 4233.571289
	Iteration 31Q: 3 clusters Score -514066.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -514067.875000 Penalty: 4233.571289
	Iteration 32Q: 3 clusters Score -514067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -514067.593750 Penalty: 4233.571289
	Iteration 33Q: 3 clusters Score -514067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -514069.718750 Penalty: 4233.571289
	Iteration 34Q: 3 clusters Score -514069.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -514071.500000 Penalty: 4233.571289
	Iteration 35Q: 3 clusters Score -514071.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -514072.187500 Penalty: 4233.571289
	Iteration 36Q: 3 clusters Score -514072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -514072.187500 Penalty: 4233.571289
	Iteration 37F: 3 clusters Score -514072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 9099 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 3574 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Mstep: Class 65 contains 849 members 
Mstep: Class 66 contains 4598 members 
Mstep: Class 67 contains 5323 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 2635 members 
Entering Unmasked Estep 
Score: -154505168.000000 Penalty: 241073.015625
Splitting cluster 37 changes total score from -154498592.000000 to -154505168.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 38 (9757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Entering Unmasked Estep 
Score: -1155844.375000 Penalty: 2278.063721
	Iteration 0F: 2 clusters Score -1155844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1148391.875000 Penalty: 4556.127441
	Iteration 0F: 3 clusters Score -1148392 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1150560.750000 Penalty: 4556.127441
	Iteration 1F: 3 clusters Score -1150561 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1150898.125000 Penalty: 4556.127441
	Iteration 2F: 3 clusters Score -1150898 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1151202.375000 Penalty: 4556.127441
	Iteration 3F: 3 clusters Score -1151202 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1151475.750000 Penalty: 4556.127441
	Iteration 4F: 3 clusters Score -1151476 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1151761.750000 Penalty: 4556.127441
	Iteration 5Q: 3 clusters Score -1151762 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1152114.250000 Penalty: 4556.127441
	Iteration 6F: 3 clusters Score -1152114 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1152491.750000 Penalty: 4556.127441
	Iteration 7F: 3 clusters Score -1152492 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1152811.250000 Penalty: 4556.127441
	Iteration 8Q: 3 clusters Score -1152811 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1153059.250000 Penalty: 4556.127441
	Iteration 9Q: 3 clusters Score -1153059 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1153272.125000 Penalty: 4556.127441
	Iteration 10Q: 3 clusters Score -1153272 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1153431.000000 Penalty: 4556.127441
	Iteration 11Q: 3 clusters Score -1153431 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1153538.625000 Penalty: 4556.127441
	Iteration 12Q: 3 clusters Score -1153539 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1153620.500000 Penalty: 4556.127441
	Iteration 13Q: 3 clusters Score -1153620 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1153684.875000 Penalty: 4556.127441
	Iteration 14Q: 3 clusters Score -1153685 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1153738.125000 Penalty: 4556.127441
	Iteration 15Q: 3 clusters Score -1153738 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1153779.375000 Penalty: 4556.127441
	Iteration 16Q: 3 clusters Score -1153779 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1153802.500000 Penalty: 4556.127441
	Iteration 17Q: 3 clusters Score -1153802 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1153824.625000 Penalty: 4556.127441
	Iteration 18Q: 3 clusters Score -1153825 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1153842.250000 Penalty: 4556.127441
	Iteration 19Q: 3 clusters Score -1153842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1153853.125000 Penalty: 4556.127441
	Iteration 20F: 3 clusters Score -1153853 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1153866.000000 Penalty: 4556.127441
	Iteration 21Q: 3 clusters Score -1153866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1153876.500000 Penalty: 4556.127441
	Iteration 22Q: 3 clusters Score -1153876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1153881.250000 Penalty: 4556.127441
	Iteration 23Q: 3 clusters Score -1153881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1153894.875000 Penalty: 4556.127441
	Iteration 24Q: 3 clusters Score -1153895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1153905.875000 Penalty: 4556.127441
	Iteration 25Q: 3 clusters Score -1153906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1153916.500000 Penalty: 4556.127441
	Iteration 26Q: 3 clusters Score -1153916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1153929.500000 Penalty: 4556.127441
	Iteration 27Q: 3 clusters Score -1153930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1153943.500000 Penalty: 4556.127441
	Iteration 28Q: 3 clusters Score -1153944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1153958.625000 Penalty: 4556.127441
	Iteration 29Q: 3 clusters Score -1153959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1153978.875000 Penalty: 4556.127441
	Iteration 30Q: 3 clusters Score -1153979 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1153997.500000 Penalty: 4556.127441
	Iteration 31Q: 3 clusters Score -1153998 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1154023.750000 Penalty: 4556.127441
	Iteration 32Q: 3 clusters Score -1154024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1154041.625000 Penalty: 4556.127441
	Iteration 33Q: 3 clusters Score -1154042 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1154065.875000 Penalty: 4556.127441
	Iteration 34Q: 3 clusters Score -1154066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1154092.875000 Penalty: 4556.127441
	Iteration 35Q: 3 clusters Score -1154093 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1154123.125000 Penalty: 4556.127441
	Iteration 36Q: 3 clusters Score -1154123 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1154152.625000 Penalty: 4556.127441
	Iteration 37Q: 3 clusters Score -1154153 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1154176.250000 Penalty: 4556.127441
	Iteration 38Q: 3 clusters Score -1154176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1154193.750000 Penalty: 4556.127441
	Iteration 39Q: 3 clusters Score -1154194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1154213.500000 Penalty: 4556.127441
	Iteration 40F: 3 clusters Score -1154214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1154229.750000 Penalty: 4556.127441
	Iteration 41Q: 3 clusters Score -1154230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1154241.000000 Penalty: 4556.127441
	Iteration 42Q: 3 clusters Score -1154241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1154254.875000 Penalty: 4556.127441
	Iteration 43Q: 3 clusters Score -1154255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1154271.250000 Penalty: 4556.127441
	Iteration 44Q: 3 clusters Score -1154271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1154277.625000 Penalty: 4556.127441
	Iteration 45Q: 3 clusters Score -1154278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1154295.375000 Penalty: 4556.127441
	Iteration 46Q: 3 clusters Score -1154295 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1154303.375000 Penalty: 4556.127441
	Iteration 47Q: 3 clusters Score -1154303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1154322.500000 Penalty: 4556.127441
	Iteration 48Q: 3 clusters Score -1154322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1154349.875000 Penalty: 4556.127441
	Iteration 49Q: 3 clusters Score -1154350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1154360.625000 Penalty: 4556.127441
	Iteration 50Q: 3 clusters Score -1154361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1154376.625000 Penalty: 4556.127441
	Iteration 51Q: 3 clusters Score -1154377 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1154400.625000 Penalty: 4556.127441
	Iteration 52Q: 3 clusters Score -1154401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1154419.625000 Penalty: 4556.127441
	Iteration 53Q: 3 clusters Score -1154420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1154438.250000 Penalty: 4556.127441
	Iteration 54Q: 3 clusters Score -1154438 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1154466.000000 Penalty: 4556.127441
	Iteration 55Q: 3 clusters Score -1154466 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1154504.625000 Penalty: 4556.127441
	Iteration 56Q: 3 clusters Score -1154505 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1154529.250000 Penalty: 4556.127441
	Iteration 57Q: 3 clusters Score -1154529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1154553.125000 Penalty: 4556.127441
	Iteration 58Q: 3 clusters Score -1154553 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1154577.500000 Penalty: 4556.127441
	Iteration 59Q: 3 clusters Score -1154578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1154607.000000 Penalty: 4556.127441
	Iteration 60F: 3 clusters Score -1154607 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1154639.000000 Penalty: 4556.127441
	Iteration 61Q: 3 clusters Score -1154639 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1154661.625000 Penalty: 4556.127441
	Iteration 62Q: 3 clusters Score -1154662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1154681.250000 Penalty: 4556.127441
	Iteration 63Q: 3 clusters Score -1154681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1154697.750000 Penalty: 4556.127441
	Iteration 64Q: 3 clusters Score -1154698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1154711.750000 Penalty: 4556.127441
	Iteration 65Q: 3 clusters Score -1154712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1154724.500000 Penalty: 4556.127441
	Iteration 66Q: 3 clusters Score -1154724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1154735.750000 Penalty: 4556.127441
	Iteration 67Q: 3 clusters Score -1154736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1154752.250000 Penalty: 4556.127441
	Iteration 68Q: 3 clusters Score -1154752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1154761.625000 Penalty: 4556.127441
	Iteration 69Q: 3 clusters Score -1154762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1154777.500000 Penalty: 4556.127441
	Iteration 70Q: 3 clusters Score -1154778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1154796.125000 Penalty: 4556.127441
	Iteration 71Q: 3 clusters Score -1154796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1154809.125000 Penalty: 4556.127441
	Iteration 72Q: 3 clusters Score -1154809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1154827.000000 Penalty: 4556.127441
	Iteration 73Q: 3 clusters Score -1154827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1154841.375000 Penalty: 4556.127441
	Iteration 74Q: 3 clusters Score -1154841 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1154861.125000 Penalty: 4556.127441
	Iteration 75Q: 3 clusters Score -1154861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1154874.125000 Penalty: 4556.127441
	Iteration 76Q: 3 clusters Score -1154874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1154895.500000 Penalty: 4556.127441
	Iteration 77Q: 3 clusters Score -1154896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1154915.375000 Penalty: 4556.127441
	Iteration 78Q: 3 clusters Score -1154915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1154935.500000 Penalty: 4556.127441
	Iteration 79Q: 3 clusters Score -1154936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1154945.625000 Penalty: 4556.127441
	Iteration 80F: 3 clusters Score -1154946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1154954.000000 Penalty: 4556.127441
	Iteration 81Q: 3 clusters Score -1154954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1154962.125000 Penalty: 4556.127441
	Iteration 82Q: 3 clusters Score -1154962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1154964.625000 Penalty: 4556.127441
	Iteration 83Q: 3 clusters Score -1154965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1154974.750000 Penalty: 4556.127441
	Iteration 84Q: 3 clusters Score -1154975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1154979.250000 Penalty: 4556.127441
	Iteration 85Q: 3 clusters Score -1154979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1154985.125000 Penalty: 4556.127441
	Iteration 86Q: 3 clusters Score -1154985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1154991.625000 Penalty: 4556.127441
	Iteration 87Q: 3 clusters Score -1154992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1154995.000000 Penalty: 4556.127441
	Iteration 88Q: 3 clusters Score -1154995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1155003.750000 Penalty: 4556.127441
	Iteration 89Q: 3 clusters Score -1155004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1155008.625000 Penalty: 4556.127441
	Iteration 90Q: 3 clusters Score -1155009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1155012.125000 Penalty: 4556.127441
	Iteration 91Q: 3 clusters Score -1155012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1155013.500000 Penalty: 4556.127441
	Iteration 92Q: 3 clusters Score -1155014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1155015.250000 Penalty: 4556.127441
	Iteration 93Q: 3 clusters Score -1155015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1155017.125000 Penalty: 4556.127441
	Iteration 94Q: 3 clusters Score -1155017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1155017.125000 Penalty: 4556.127441
	Iteration 95F: 3 clusters Score -1155017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -171468.171875 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -171468.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -169180.843750 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -169180.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -169535.296875 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -169535.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -169654.890625 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -169654.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -169706.203125 Penalty: 3607.454102
	Iteration 3Q: 3 clusters Score -169706.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -169730.281250 Penalty: 3607.454102
	Iteration 4Q: 3 clusters Score -169730.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -169741.234375 Penalty: 3607.454102
	Iteration 5Q: 3 clusters Score -169741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -169747.828125 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -169747.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -169757.531250 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -169757.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -169765.296875 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -169765.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -169773.578125 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -169773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -169776.593750 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -169776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -169777.578125 Penalty: 3607.454102
	Iteration 11Q: 3 clusters Score -169777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -169780.359375 Penalty: 3607.454102
	Iteration 12Q: 3 clusters Score -169780.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -169783.500000 Penalty: 3607.454102
	Iteration 13Q: 3 clusters Score -169783.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -169789.984375 Penalty: 3607.454102
	Iteration 14Q: 3 clusters Score -169790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -169796.015625 Penalty: 3607.454102
	Iteration 15Q: 3 clusters Score -169796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -169804.015625 Penalty: 3607.454102
	Iteration 16Q: 3 clusters Score -169804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -169807.437500 Penalty: 3607.454102
	Iteration 17Q: 3 clusters Score -169807.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -169807.437500 Penalty: 3607.454102
	Iteration 18F: 3 clusters Score -169807.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Entering Unmasked Estep 
Score: -414720.281250 Penalty: 2028.997192
	Iteration 0F: 2 clusters Score -414720.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -411119.218750 Penalty: 4057.994385
	Iteration 0F: 3 clusters Score -411119.2 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -411912.781250 Penalty: 4057.994385
	Iteration 1F: 3 clusters Score -411912.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -412083.468750 Penalty: 4057.994385
	Iteration 2F: 3 clusters Score -412083.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -412198.593750 Penalty: 4057.994385
	Iteration 3Q: 3 clusters Score -412198.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -412288.687500 Penalty: 4057.994385
	Iteration 4Q: 3 clusters Score -412288.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -412341.312500 Penalty: 4057.994385
	Iteration 5Q: 3 clusters Score -412341.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -412389.562500 Penalty: 4057.994385
	Iteration 6Q: 3 clusters Score -412389.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -412438.125000 Penalty: 4057.994385
	Iteration 7Q: 3 clusters Score -412438.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -412491.937500 Penalty: 4057.994385
	Iteration 8Q: 3 clusters Score -412491.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -412557.062500 Penalty: 4057.994385
	Iteration 9Q: 3 clusters Score -412557.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -412642.375000 Penalty: 4057.994385
	Iteration 10Q: 3 clusters Score -412642.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -412773.031250 Penalty: 4057.994385
	Iteration 11Q: 3 clusters Score -412773 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -413020.937500 Penalty: 4057.994385
	Iteration 12Q: 3 clusters Score -413020.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -413472.937500 Penalty: 4057.994385
	Iteration 13F: 3 clusters Score -413472.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -413879.968750 Penalty: 4057.994385
	Iteration 14F: 3 clusters Score -413880 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -414135.937500 Penalty: 4057.994385
	Iteration 15F: 3 clusters Score -414135.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -414303.437500 Penalty: 4057.994385
	Iteration 16Q: 3 clusters Score -414303.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -414396.718750 Penalty: 4057.994385
	Iteration 17Q: 3 clusters Score -414396.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -414456.812500 Penalty: 4057.994385
	Iteration 18Q: 3 clusters Score -414456.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -414505.375000 Penalty: 4057.994385
	Iteration 19Q: 3 clusters Score -414505.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -414550.125000 Penalty: 4057.994385
	Iteration 20F: 3 clusters Score -414550.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -414599.093750 Penalty: 4057.994385
	Iteration 21Q: 3 clusters Score -414599.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -414660.343750 Penalty: 4057.994385
	Iteration 22Q: 3 clusters Score -414660.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -414714.843750 Penalty: 4057.994385
	Iteration 23Q: 3 clusters Score -414714.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -414763.718750 Penalty: 4057.994385
	Iteration 24Q: 3 clusters Score -414763.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -414809.531250 Penalty: 4057.994385
	Iteration 25Q: 3 clusters Score -414809.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -414856.343750 Penalty: 4057.994385
	Iteration 26Q: 3 clusters Score -414856.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -414891.968750 Penalty: 4057.994385
	Iteration 27Q: 3 clusters Score -414892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -414918.531250 Penalty: 4057.994385
	Iteration 28Q: 3 clusters Score -414918.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -414930.937500 Penalty: 4057.994385
	Iteration 29Q: 3 clusters Score -414930.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -414936.843750 Penalty: 4057.994385
	Iteration 30Q: 3 clusters Score -414936.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -414938.031250 Penalty: 4057.994385
	Iteration 31Q: 3 clusters Score -414938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -414940.968750 Penalty: 4057.994385
	Iteration 32Q: 3 clusters Score -414941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -414940.937500 Penalty: 4057.994385
	Iteration 33Q: 3 clusters Score -414940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -414941.031250 Penalty: 4057.994385
	Iteration 34Q: 3 clusters Score -414941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -414941.031250 Penalty: 4057.994385
	Iteration 35F: 3 clusters Score -414941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 9099 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2092 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Mstep: Class 65 contains 849 members 
Mstep: Class 66 contains 4598 members 
Mstep: Class 67 contains 5323 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 2635 members 
Mstep: Class 70 contains 1482 members 
Entering Unmasked Estep 
Score: -154503952.000000 Penalty: 244566.828125
Splitting cluster 40 changes total score from -154498592.000000 to -154503952.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 41 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -165346.500000 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -165346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -163494.296875 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -163494.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -164208.109375 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -164208.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -164733.484375 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -164733.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -165226.046875 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -165226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -165511.921875 Penalty: 3479.793213
	Iteration 4F: 3 clusters Score -165511.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -165634.312500 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -165634.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -165688.062500 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -165688.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -165727.500000 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -165727.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -165755.593750 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -165755.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -165839.828125 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -165839.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -166030.937500 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -166030.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -166079.750000 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -166079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -166082.078125 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -166082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -166092.328125 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -166092.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -166112.468750 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -166112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -166117.015625 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -166117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -166118.656250 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -166118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -166120.656250 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -166120.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -166133.218750 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -166133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -166143.328125 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -166143.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -166173.390625 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -166173.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -166222.375000 Penalty: 3479.793213
	Iteration 21Q: 3 clusters Score -166222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -166282.156250 Penalty: 3479.793213
	Iteration 22Q: 3 clusters Score -166282.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -166368.906250 Penalty: 3479.793213
	Iteration 23Q: 3 clusters Score -166368.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -166433.234375 Penalty: 3479.793213
	Iteration 24Q: 3 clusters Score -166433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -166444.359375 Penalty: 3479.793213
	Iteration 25Q: 3 clusters Score -166444.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -166443.093750 Penalty: 3479.793213
	Iteration 26Q: 3 clusters Score -166443.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -166443.093750 Penalty: 3479.793213
	Iteration 27F: 3 clusters Score -166443.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 9099 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2092 members 
Mstep: Class 41 contains 697 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Mstep: Class 65 contains 849 members 
Mstep: Class 66 contains 4598 members 
Mstep: Class 67 contains 5323 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 2635 members 
Mstep: Class 70 contains 1482 members 
Mstep: Class 71 contains 417 members 
Entering Unmasked Estep 
Score: -154503504.000000 Penalty: 248060.640625
Splitting cluster 41 changes total score from -154498592.000000 to -154503504.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 42 (5918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Entering Unmasked Estep 
Score: -684705.125000 Penalty: 2154.066895
	Iteration 0F: 2 clusters Score -684705.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -679579.687500 Penalty: 4308.133789
	Iteration 0F: 3 clusters Score -679579.7 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -681100.625000 Penalty: 4308.133789
	Iteration 1F: 3 clusters Score -681100.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -681523.000000 Penalty: 4308.133789
	Iteration 2F: 3 clusters Score -681523 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -681976.875000 Penalty: 4308.133789
	Iteration 3F: 3 clusters Score -681976.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -682557.812500 Penalty: 4308.133789
	Iteration 4F: 3 clusters Score -682557.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -683289.375000 Penalty: 4308.133789
	Iteration 5F: 3 clusters Score -683289.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -684194.250000 Penalty: 4308.133789
	Iteration 6F: 3 clusters Score -684194.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -684919.812500 Penalty: 4308.133789
	Iteration 7F: 3 clusters Score -684919.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -685337.125000 Penalty: 4308.133789
	Iteration 8Q: 3 clusters Score -685337.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -685534.062500 Penalty: 4308.133789
	Iteration 9Q: 3 clusters Score -685534.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -685613.750000 Penalty: 4308.133789
	Iteration 10Q: 3 clusters Score -685613.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -685654.437500 Penalty: 4308.133789
	Iteration 11Q: 3 clusters Score -685654.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -685670.000000 Penalty: 4308.133789
	Iteration 12Q: 3 clusters Score -685670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -685676.000000 Penalty: 4308.133789
	Iteration 13Q: 3 clusters Score -685676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -685676.562500 Penalty: 4308.133789
	Iteration 14Q: 3 clusters Score -685676.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -685678.125000 Penalty: 4308.133789
	Iteration 15Q: 3 clusters Score -685678.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -685678.125000 Penalty: 4308.133789
	Iteration 16F: 3 clusters Score -685678.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 9099 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2092 members 
Mstep: Class 41 contains 697 members 
Mstep: Class 42 contains 3524 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 4530 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Mstep: Class 65 contains 849 members 
Mstep: Class 66 contains 4598 members 
Mstep: Class 67 contains 5323 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 2635 members 
Mstep: Class 70 contains 1482 members 
Mstep: Class 71 contains 417 members 
Mstep: Class 72 contains 2394 members 
Entering Unmasked Estep 
Score: -154503104.000000 Penalty: 251554.453125
Splitting cluster 42 changes total score from -154498592.000000 to -154503104.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 43 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -292149.281250 Penalty: 1937.971191
	Iteration 0F: 2 clusters Score -292149.3 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 1249 members 
Entering Unmasked Estep 
Score: -289232.781250 Penalty: 3875.942383
	Iteration 0F: 3 clusters Score -289232.8 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -289881.031250 Penalty: 3875.942383
	Iteration 1F: 3 clusters Score -289881 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -290092.437500 Penalty: 3875.942383
	Iteration 2F: 3 clusters Score -290092.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -290256.312500 Penalty: 3875.942383
	Iteration 3F: 3 clusters Score -290256.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -290395.437500 Penalty: 3875.942383
	Iteration 4Q: 3 clusters Score -290395.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -290533.156250 Penalty: 3875.942383
	Iteration 5Q: 3 clusters Score -290533.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -290657.625000 Penalty: 3875.942383
	Iteration 6Q: 3 clusters Score -290657.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -290785.218750 Penalty: 3875.942383
	Iteration 7Q: 3 clusters Score -290785.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -290905.312500 Penalty: 3875.942383
	Iteration 8Q: 3 clusters Score -290905.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -291002.125000 Penalty: 3875.942383
	Iteration 9Q: 3 clusters Score -291002.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -291074.937500 Penalty: 3875.942383
	Iteration 10Q: 3 clusters Score -291074.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -291124.125000 Penalty: 3875.942383
	Iteration 11Q: 3 clusters Score -291124.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -291153.750000 Penalty: 3875.942383
	Iteration 12Q: 3 clusters Score -291153.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -291188.812500 Penalty: 3875.942383
	Iteration 13Q: 3 clusters Score -291188.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -291216.031250 Penalty: 3875.942383
	Iteration 14Q: 3 clusters Score -291216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -291235.156250 Penalty: 3875.942383
	Iteration 15Q: 3 clusters Score -291235.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -291250.281250 Penalty: 3875.942383
	Iteration 16Q: 3 clusters Score -291250.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -291256.687500 Penalty: 3875.942383
	Iteration 17Q: 3 clusters Score -291256.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -291263.468750 Penalty: 3875.942383
	Iteration 18Q: 3 clusters Score -291263.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -291268.093750 Penalty: 3875.942383
	Iteration 19Q: 3 clusters Score -291268.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -291271.656250 Penalty: 3875.942383
	Iteration 20F: 3 clusters Score -291271.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -291274.375000 Penalty: 3875.942383
	Iteration 21Q: 3 clusters Score -291274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -291276.625000 Penalty: 3875.942383
	Iteration 22Q: 3 clusters Score -291276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -291278.781250 Penalty: 3875.942383
	Iteration 23Q: 3 clusters Score -291278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -291282.875000 Penalty: 3875.942383
	Iteration 24Q: 3 clusters Score -291282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -291285.437500 Penalty: 3875.942383
	Iteration 25Q: 3 clusters Score -291285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -291287.468750 Penalty: 3875.942383
	Iteration 26Q: 3 clusters Score -291287.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -291287.906250 Penalty: 3875.942383
	Iteration 27Q: 3 clusters Score -291287.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -291289.656250 Penalty: 3875.942383
	Iteration 28Q: 3 clusters Score -291289.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -291289.656250 Penalty: 3875.942383
	Iteration 29F: 3 clusters Score -291289.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (31554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Entering Unmasked Estep 
Score: -3933962.000000 Penalty: 2569.145020
	Iteration 0F: 2 clusters Score -3933962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -3912206.750000 Penalty: 5138.290039
	Iteration 0F: 3 clusters Score -3912207 nChanged 14392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3920091.250000 Penalty: 5138.290039
	Iteration 1F: 3 clusters Score -3920091 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3920764.000000 Penalty: 5138.290039
	Iteration 2F: 3 clusters Score -3920764 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3921654.000000 Penalty: 5138.290039
	Iteration 3F: 3 clusters Score -3921654 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3923158.000000 Penalty: 5138.290039
	Iteration 4F: 3 clusters Score -3923158 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3925271.500000 Penalty: 5138.290039
	Iteration 5F: 3 clusters Score -3925272 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3927275.500000 Penalty: 5138.290039
	Iteration 6F: 3 clusters Score -3927276 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3928710.750000 Penalty: 5138.290039
	Iteration 7F: 3 clusters Score -3928711 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -3929541.250000 Penalty: 5138.290039
	Iteration 8F: 3 clusters Score -3929541 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3929964.250000 Penalty: 5138.290039
	Iteration 9Q: 3 clusters Score -3929964 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3930216.750000 Penalty: 5138.290039
	Iteration 10Q: 3 clusters Score -3930217 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3930439.000000 Penalty: 5138.290039
	Iteration 11Q: 3 clusters Score -3930439 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3930612.750000 Penalty: 5138.290039
	Iteration 12Q: 3 clusters Score -3930613 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3930804.250000 Penalty: 5138.290039
	Iteration 13Q: 3 clusters Score -3930804 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3930990.000000 Penalty: 5138.290039
	Iteration 14Q: 3 clusters Score -3930990 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3931175.250000 Penalty: 5138.290039
	Iteration 15Q: 3 clusters Score -3931175 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3931355.500000 Penalty: 5138.290039
	Iteration 16Q: 3 clusters Score -3931356 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3931547.250000 Penalty: 5138.290039
	Iteration 17Q: 3 clusters Score -3931547 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3931704.500000 Penalty: 5138.290039
	Iteration 18Q: 3 clusters Score -3931704 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -3931845.000000 Penalty: 5138.290039
	Iteration 19Q: 3 clusters Score -3931845 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3931964.000000 Penalty: 5138.290039
	Iteration 20F: 3 clusters Score -3931964 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3932070.250000 Penalty: 5138.290039
	Iteration 21Q: 3 clusters Score -3932070 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3932175.750000 Penalty: 5138.290039
	Iteration 22Q: 3 clusters Score -3932176 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3932253.500000 Penalty: 5138.290039
	Iteration 23Q: 3 clusters Score -3932254 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3932354.250000 Penalty: 5138.290039
	Iteration 24Q: 3 clusters Score -3932354 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3932436.000000 Penalty: 5138.290039
	Iteration 25Q: 3 clusters Score -3932436 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3932512.750000 Penalty: 5138.290039
	Iteration 26Q: 3 clusters Score -3932513 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3932581.250000 Penalty: 5138.290039
	Iteration 27Q: 3 clusters Score -3932581 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3932635.000000 Penalty: 5138.290039
	Iteration 28Q: 3 clusters Score -3932635 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3932657.750000 Penalty: 5138.290039
	Iteration 29Q: 3 clusters Score -3932658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3932677.000000 Penalty: 5138.290039
	Iteration 30Q: 3 clusters Score -3932677 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3932687.000000 Penalty: 5138.290039
	Iteration 31Q: 3 clusters Score -3932687 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3932692.000000 Penalty: 5138.290039
	Iteration 32Q: 3 clusters Score -3932692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3932699.750000 Penalty: 5138.290039
	Iteration 33Q: 3 clusters Score -3932700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3932721.250000 Penalty: 5138.290039
	Iteration 34Q: 3 clusters Score -3932721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3932729.500000 Penalty: 5138.290039
	Iteration 35Q: 3 clusters Score -3932730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3932734.000000 Penalty: 5138.290039
	Iteration 36Q: 3 clusters Score -3932734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3932739.250000 Penalty: 5138.290039
	Iteration 37Q: 3 clusters Score -3932739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3932736.250000 Penalty: 5138.290039
	Iteration 38Q: 3 clusters Score -3932736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3932734.250000 Penalty: 5138.290039
	Iteration 39Q: 3 clusters Score -3932734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3932733.500000 Penalty: 5138.290039
	Iteration 40F: 3 clusters Score -3932734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3932739.500000 Penalty: 5138.290039
	Iteration 41Q: 3 clusters Score -3932740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3932738.750000 Penalty: 5138.290039
	Iteration 42Q: 3 clusters Score -3932739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3932744.500000 Penalty: 5138.290039
	Iteration 43Q: 3 clusters Score -3932744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3932748.750000 Penalty: 5138.290039
	Iteration 44Q: 3 clusters Score -3932749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3932751.250000 Penalty: 5138.290039
	Iteration 45Q: 3 clusters Score -3932751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3932767.000000 Penalty: 5138.290039
	Iteration 46Q: 3 clusters Score -3932767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3932756.750000 Penalty: 5138.290039
	Iteration 47Q: 3 clusters Score -3932757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3932759.500000 Penalty: 5138.290039
	Iteration 48Q: 3 clusters Score -3932760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3932759.750000 Penalty: 5138.290039
	Iteration 49Q: 3 clusters Score -3932760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3932760.000000 Penalty: 5138.290039
	Iteration 50Q: 3 clusters Score -3932760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3932758.250000 Penalty: 5138.290039
	Iteration 51Q: 3 clusters Score -3932758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3932759.250000 Penalty: 5138.290039
	Iteration 52Q: 3 clusters Score -3932759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3932759.250000 Penalty: 5138.290039
	Iteration 53F: 3 clusters Score -3932759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -526978.500000 Penalty: 2087.782227
	Iteration 0F: 2 clusters Score -526978.5 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 2300 members 
Entering Unmasked Estep 
Score: -522789.593750 Penalty: 4175.564453
	Iteration 0F: 3 clusters Score -522789.6 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -523863.593750 Penalty: 4175.564453
	Iteration 1F: 3 clusters Score -523863.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -524193.562500 Penalty: 4175.564453
	Iteration 2F: 3 clusters Score -524193.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -524588.437500 Penalty: 4175.564453
	Iteration 3F: 3 clusters Score -524588.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -525223.562500 Penalty: 4175.564453
	Iteration 4F: 3 clusters Score -525223.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -525936.062500 Penalty: 4175.564453
	Iteration 5F: 3 clusters Score -525936.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -526409.312500 Penalty: 4175.564453
	Iteration 6F: 3 clusters Score -526409.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -526759.750000 Penalty: 4175.564453
	Iteration 7F: 3 clusters Score -526759.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -526973.500000 Penalty: 4175.564453
	Iteration 8Q: 3 clusters Score -526973.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -527079.312500 Penalty: 4175.564453
	Iteration 9Q: 3 clusters Score -527079.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -527151.250000 Penalty: 4175.564453
	Iteration 10Q: 3 clusters Score -527151.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -527218.125000 Penalty: 4175.564453
	Iteration 11Q: 3 clusters Score -527218.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -527271.875000 Penalty: 4175.564453
	Iteration 12Q: 3 clusters Score -527271.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -527302.000000 Penalty: 4175.564453
	Iteration 13Q: 3 clusters Score -527302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -527324.937500 Penalty: 4175.564453
	Iteration 14Q: 3 clusters Score -527324.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -527343.500000 Penalty: 4175.564453
	Iteration 15Q: 3 clusters Score -527343.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -527355.125000 Penalty: 4175.564453
	Iteration 16Q: 3 clusters Score -527355.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -527363.437500 Penalty: 4175.564453
	Iteration 17Q: 3 clusters Score -527363.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -527368.437500 Penalty: 4175.564453
	Iteration 18Q: 3 clusters Score -527368.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -527373.250000 Penalty: 4175.564453
	Iteration 19Q: 3 clusters Score -527373.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -527378.062500 Penalty: 4175.564453
	Iteration 20F: 3 clusters Score -527378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -527379.812500 Penalty: 4175.564453
	Iteration 21Q: 3 clusters Score -527379.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -527381.500000 Penalty: 4175.564453
	Iteration 22Q: 3 clusters Score -527381.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -527382.562500 Penalty: 4175.564453
	Iteration 23Q: 3 clusters Score -527382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -527383.687500 Penalty: 4175.564453
	Iteration 24Q: 3 clusters Score -527383.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -527383.375000 Penalty: 4175.564453
	Iteration 25Q: 3 clusters Score -527383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -527383.500000 Penalty: 4175.564453
	Iteration 26Q: 3 clusters Score -527383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -527383.500000 Penalty: 4175.564453
	Iteration 27F: 3 clusters Score -527383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 9099 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2092 members 
Mstep: Class 41 contains 697 members 
Mstep: Class 42 contains 3524 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 2572 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 5446 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Mstep: Class 65 contains 849 members 
Mstep: Class 66 contains 4598 members 
Mstep: Class 67 contains 5323 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 2635 members 
Mstep: Class 70 contains 1482 members 
Mstep: Class 71 contains 417 members 
Mstep: Class 72 contains 2394 members 
Mstep: Class 73 contains 1958 members 
Entering Unmasked Estep 
Score: -154502144.000000 Penalty: 255048.265625
Splitting cluster 45 changes total score from -154498592.000000 to -154502144.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 46 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -251524.609375 Penalty: 1886.876953
	Iteration 0F: 2 clusters Score -251524.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -248874.562500 Penalty: 3773.753906
	Iteration 0F: 3 clusters Score -248874.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -249340.281250 Penalty: 3773.753906
	Iteration 1F: 3 clusters Score -249340.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -249453.578125 Penalty: 3773.753906
	Iteration 2F: 3 clusters Score -249453.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -249531.984375 Penalty: 3773.753906
	Iteration 3Q: 3 clusters Score -249532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -249575.859375 Penalty: 3773.753906
	Iteration 4Q: 3 clusters Score -249575.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -249603.859375 Penalty: 3773.753906
	Iteration 5Q: 3 clusters Score -249603.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -249623.765625 Penalty: 3773.753906
	Iteration 6Q: 3 clusters Score -249623.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -249635.968750 Penalty: 3773.753906
	Iteration 7Q: 3 clusters Score -249636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -249647.906250 Penalty: 3773.753906
	Iteration 8Q: 3 clusters Score -249647.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -249654.343750 Penalty: 3773.753906
	Iteration 9Q: 3 clusters Score -249654.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -249660.937500 Penalty: 3773.753906
	Iteration 10Q: 3 clusters Score -249660.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -249664.609375 Penalty: 3773.753906
	Iteration 11Q: 3 clusters Score -249664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -249665.953125 Penalty: 3773.753906
	Iteration 12Q: 3 clusters Score -249666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -249669.250000 Penalty: 3773.753906
	Iteration 13Q: 3 clusters Score -249669.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -249671.578125 Penalty: 3773.753906
	Iteration 14Q: 3 clusters Score -249671.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -249674.828125 Penalty: 3773.753906
	Iteration 15Q: 3 clusters Score -249674.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -249678.750000 Penalty: 3773.753906
	Iteration 16Q: 3 clusters Score -249678.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -249681.593750 Penalty: 3773.753906
	Iteration 17Q: 3 clusters Score -249681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -249683.515625 Penalty: 3773.753906
	Iteration 18Q: 3 clusters Score -249683.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -249685.343750 Penalty: 3773.753906
	Iteration 19Q: 3 clusters Score -249685.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -249687.312500 Penalty: 3773.753906
	Iteration 20F: 3 clusters Score -249687.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -249688.656250 Penalty: 3773.753906
	Iteration 21Q: 3 clusters Score -249688.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -249690.343750 Penalty: 3773.753906
	Iteration 22Q: 3 clusters Score -249690.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -249691.078125 Penalty: 3773.753906
	Iteration 23Q: 3 clusters Score -249691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -249692.484375 Penalty: 3773.753906
	Iteration 24Q: 3 clusters Score -249692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -249693.125000 Penalty: 3773.753906
	Iteration 25Q: 3 clusters Score -249693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -249694.296875 Penalty: 3773.753906
	Iteration 26Q: 3 clusters Score -249694.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -249695.500000 Penalty: 3773.753906
	Iteration 27Q: 3 clusters Score -249695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -249695.671875 Penalty: 3773.753906
	Iteration 28Q: 3 clusters Score -249695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -249696.187500 Penalty: 3773.753906
	Iteration 29Q: 3 clusters Score -249696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -249696.187500 Penalty: 3773.753906
	Iteration 30F: 3 clusters Score -249696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -262498.218750 Penalty: 1913.018555
	Iteration 0F: 2 clusters Score -262498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -259739.671875 Penalty: 3826.037109
	Iteration 0F: 3 clusters Score -259739.7 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -260358.093750 Penalty: 3826.037109
	Iteration 1F: 3 clusters Score -260358.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -260563.125000 Penalty: 3826.037109
	Iteration 2F: 3 clusters Score -260563.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -260685.953125 Penalty: 3826.037109
	Iteration 3F: 3 clusters Score -260686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -260775.453125 Penalty: 3826.037109
	Iteration 4Q: 3 clusters Score -260775.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -260831.125000 Penalty: 3826.037109
	Iteration 5Q: 3 clusters Score -260831.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -260878.109375 Penalty: 3826.037109
	Iteration 6Q: 3 clusters Score -260878.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -260915.359375 Penalty: 3826.037109
	Iteration 7Q: 3 clusters Score -260915.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -260951.468750 Penalty: 3826.037109
	Iteration 8Q: 3 clusters Score -260951.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -260994.500000 Penalty: 3826.037109
	Iteration 9Q: 3 clusters Score -260994.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -261046.703125 Penalty: 3826.037109
	Iteration 10Q: 3 clusters Score -261046.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -261109.109375 Penalty: 3826.037109
	Iteration 11Q: 3 clusters Score -261109.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -261171.421875 Penalty: 3826.037109
	Iteration 12Q: 3 clusters Score -261171.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -261228.000000 Penalty: 3826.037109
	Iteration 13Q: 3 clusters Score -261228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -261282.171875 Penalty: 3826.037109
	Iteration 14Q: 3 clusters Score -261282.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -261323.156250 Penalty: 3826.037109
	Iteration 15Q: 3 clusters Score -261323.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -261357.359375 Penalty: 3826.037109
	Iteration 16Q: 3 clusters Score -261357.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -261383.203125 Penalty: 3826.037109
	Iteration 17Q: 3 clusters Score -261383.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -261412.906250 Penalty: 3826.037109
	Iteration 18Q: 3 clusters Score -261412.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -261433.625000 Penalty: 3826.037109
	Iteration 19Q: 3 clusters Score -261433.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -261445.046875 Penalty: 3826.037109
	Iteration 20F: 3 clusters Score -261445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -261460.203125 Penalty: 3826.037109
	Iteration 21Q: 3 clusters Score -261460.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -261469.843750 Penalty: 3826.037109
	Iteration 22Q: 3 clusters Score -261469.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -261480.187500 Penalty: 3826.037109
	Iteration 23Q: 3 clusters Score -261480.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -261489.171875 Penalty: 3826.037109
	Iteration 24Q: 3 clusters Score -261489.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -261500.281250 Penalty: 3826.037109
	Iteration 25Q: 3 clusters Score -261500.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -261512.546875 Penalty: 3826.037109
	Iteration 26Q: 3 clusters Score -261512.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -261535.984375 Penalty: 3826.037109
	Iteration 27Q: 3 clusters Score -261536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -261553.390625 Penalty: 3826.037109
	Iteration 28Q: 3 clusters Score -261553.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -261570.609375 Penalty: 3826.037109
	Iteration 29Q: 3 clusters Score -261570.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -261586.218750 Penalty: 3826.037109
	Iteration 30Q: 3 clusters Score -261586.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -261598.890625 Penalty: 3826.037109
	Iteration 31Q: 3 clusters Score -261598.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -261608.734375 Penalty: 3826.037109
	Iteration 32Q: 3 clusters Score -261608.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -261616.796875 Penalty: 3826.037109
	Iteration 33Q: 3 clusters Score -261616.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -261622.156250 Penalty: 3826.037109
	Iteration 34Q: 3 clusters Score -261622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -261623.515625 Penalty: 3826.037109
	Iteration 35Q: 3 clusters Score -261623.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -261625.671875 Penalty: 3826.037109
	Iteration 36Q: 3 clusters Score -261625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -261625.671875 Penalty: 3826.037109
	Iteration 37F: 3 clusters Score -261625.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Entering Unmasked Estep 
Score: -559127.187500 Penalty: 2133.453857
	Iteration 0F: 2 clusters Score -559127.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -554373.500000 Penalty: 4266.907715
	Iteration 0F: 3 clusters Score -554373.5 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -555703.562500 Penalty: 4266.907715
	Iteration 1F: 3 clusters Score -555703.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -556165.500000 Penalty: 4266.907715
	Iteration 2F: 3 clusters Score -556165.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -556546.875000 Penalty: 4266.907715
	Iteration 3F: 3 clusters Score -556546.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -556904.625000 Penalty: 4266.907715
	Iteration 4F: 3 clusters Score -556904.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -557194.187500 Penalty: 4266.907715
	Iteration 5F: 3 clusters Score -557194.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -557497.875000 Penalty: 4266.907715
	Iteration 6F: 3 clusters Score -557497.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -557722.125000 Penalty: 4266.907715
	Iteration 7Q: 3 clusters Score -557722.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -557852.312500 Penalty: 4266.907715
	Iteration 8Q: 3 clusters Score -557852.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -557943.187500 Penalty: 4266.907715
	Iteration 9Q: 3 clusters Score -557943.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -558007.125000 Penalty: 4266.907715
	Iteration 10Q: 3 clusters Score -558007.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -558060.312500 Penalty: 4266.907715
	Iteration 11Q: 3 clusters Score -558060.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -558120.500000 Penalty: 4266.907715
	Iteration 12Q: 3 clusters Score -558120.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -558171.625000 Penalty: 4266.907715
	Iteration 13Q: 3 clusters Score -558171.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -558215.062500 Penalty: 4266.907715
	Iteration 14Q: 3 clusters Score -558215.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -558257.375000 Penalty: 4266.907715
	Iteration 15Q: 3 clusters Score -558257.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -558288.875000 Penalty: 4266.907715
	Iteration 16Q: 3 clusters Score -558288.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -558312.437500 Penalty: 4266.907715
	Iteration 17Q: 3 clusters Score -558312.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -558333.937500 Penalty: 4266.907715
	Iteration 18Q: 3 clusters Score -558333.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -558360.625000 Penalty: 4266.907715
	Iteration 19Q: 3 clusters Score -558360.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -558383.812500 Penalty: 4266.907715
	Iteration 20F: 3 clusters Score -558383.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -558402.500000 Penalty: 4266.907715
	Iteration 21Q: 3 clusters Score -558402.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -558421.062500 Penalty: 4266.907715
	Iteration 22Q: 3 clusters Score -558421.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -558446.750000 Penalty: 4266.907715
	Iteration 23Q: 3 clusters Score -558446.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -558470.937500 Penalty: 4266.907715
	Iteration 24Q: 3 clusters Score -558470.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -558495.875000 Penalty: 4266.907715
	Iteration 25Q: 3 clusters Score -558495.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -558517.500000 Penalty: 4266.907715
	Iteration 26Q: 3 clusters Score -558517.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -558535.625000 Penalty: 4266.907715
	Iteration 27Q: 3 clusters Score -558535.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -558555.812500 Penalty: 4266.907715
	Iteration 28Q: 3 clusters Score -558555.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -558579.687500 Penalty: 4266.907715
	Iteration 29Q: 3 clusters Score -558579.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -558589.625000 Penalty: 4266.907715
	Iteration 30Q: 3 clusters Score -558589.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -558602.250000 Penalty: 4266.907715
	Iteration 31Q: 3 clusters Score -558602.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -558614.375000 Penalty: 4266.907715
	Iteration 32Q: 3 clusters Score -558614.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -558627.875000 Penalty: 4266.907715
	Iteration 33Q: 3 clusters Score -558627.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -558644.625000 Penalty: 4266.907715
	Iteration 34Q: 3 clusters Score -558644.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -558671.625000 Penalty: 4266.907715
	Iteration 35Q: 3 clusters Score -558671.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -558701.937500 Penalty: 4266.907715
	Iteration 36Q: 3 clusters Score -558701.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -558721.250000 Penalty: 4266.907715
	Iteration 37Q: 3 clusters Score -558721.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -558738.312500 Penalty: 4266.907715
	Iteration 38Q: 3 clusters Score -558738.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -558747.937500 Penalty: 4266.907715
	Iteration 39Q: 3 clusters Score -558747.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -558756.187500 Penalty: 4266.907715
	Iteration 40F: 3 clusters Score -558756.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -558761.625000 Penalty: 4266.907715
	Iteration 41Q: 3 clusters Score -558761.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -558766.062500 Penalty: 4266.907715
	Iteration 42Q: 3 clusters Score -558766.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -558770.375000 Penalty: 4266.907715
	Iteration 43Q: 3 clusters Score -558770.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -558772.062500 Penalty: 4266.907715
	Iteration 44Q: 3 clusters Score -558772.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -558780.312500 Penalty: 4266.907715
	Iteration 45Q: 3 clusters Score -558780.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -558789.312500 Penalty: 4266.907715
	Iteration 46Q: 3 clusters Score -558789.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -558795.187500 Penalty: 4266.907715
	Iteration 47Q: 3 clusters Score -558795.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -558802.562500 Penalty: 4266.907715
	Iteration 48Q: 3 clusters Score -558802.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -558809.562500 Penalty: 4266.907715
	Iteration 49Q: 3 clusters Score -558809.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -558816.062500 Penalty: 4266.907715
	Iteration 50Q: 3 clusters Score -558816.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -558826.125000 Penalty: 4266.907715
	Iteration 51Q: 3 clusters Score -558826.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -558838.000000 Penalty: 4266.907715
	Iteration 52Q: 3 clusters Score -558838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -558856.125000 Penalty: 4266.907715
	Iteration 53Q: 3 clusters Score -558856.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -558882.125000 Penalty: 4266.907715
	Iteration 54Q: 3 clusters Score -558882.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -558899.875000 Penalty: 4266.907715
	Iteration 55Q: 3 clusters Score -558899.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -558917.000000 Penalty: 4266.907715
	Iteration 56Q: 3 clusters Score -558917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -558930.750000 Penalty: 4266.907715
	Iteration 57Q: 3 clusters Score -558930.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -558949.812500 Penalty: 4266.907715
	Iteration 58Q: 3 clusters Score -558949.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -558968.250000 Penalty: 4266.907715
	Iteration 59Q: 3 clusters Score -558968.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -558982.750000 Penalty: 4266.907715
	Iteration 60F: 3 clusters Score -558982.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -558995.437500 Penalty: 4266.907715
	Iteration 61Q: 3 clusters Score -558995.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -559003.687500 Penalty: 4266.907715
	Iteration 62Q: 3 clusters Score -559003.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -559013.375000 Penalty: 4266.907715
	Iteration 63Q: 3 clusters Score -559013.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -559019.437500 Penalty: 4266.907715
	Iteration 64Q: 3 clusters Score -559019.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -559024.937500 Penalty: 4266.907715
	Iteration 65Q: 3 clusters Score -559024.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -559029.875000 Penalty: 4266.907715
	Iteration 66Q: 3 clusters Score -559029.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -559031.625000 Penalty: 4266.907715
	Iteration 67Q: 3 clusters Score -559031.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -559033.625000 Penalty: 4266.907715
	Iteration 68Q: 3 clusters Score -559033.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -559035.125000 Penalty: 4266.907715
	Iteration 69Q: 3 clusters Score -559035.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -559037.062500 Penalty: 4266.907715
	Iteration 70Q: 3 clusters Score -559037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -559038.312500 Penalty: 4266.907715
	Iteration 71Q: 3 clusters Score -559038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -559039.562500 Penalty: 4266.907715
	Iteration 72Q: 3 clusters Score -559039.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -559042.375000 Penalty: 4266.907715
	Iteration 73Q: 3 clusters Score -559042.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -559044.625000 Penalty: 4266.907715
	Iteration 74Q: 3 clusters Score -559044.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -559048.625000 Penalty: 4266.907715
	Iteration 75Q: 3 clusters Score -559048.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -559053.687500 Penalty: 4266.907715
	Iteration 76Q: 3 clusters Score -559053.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -559057.000000 Penalty: 4266.907715
	Iteration 77Q: 3 clusters Score -559057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -559061.000000 Penalty: 4266.907715
	Iteration 78Q: 3 clusters Score -559061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -559065.250000 Penalty: 4266.907715
	Iteration 79Q: 3 clusters Score -559065.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -559067.937500 Penalty: 4266.907715
	Iteration 80F: 3 clusters Score -559067.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -559072.000000 Penalty: 4266.907715
	Iteration 81Q: 3 clusters Score -559072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -559080.500000 Penalty: 4266.907715
	Iteration 82Q: 3 clusters Score -559080.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -559087.250000 Penalty: 4266.907715
	Iteration 83Q: 3 clusters Score -559087.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -559096.000000 Penalty: 4266.907715
	Iteration 84Q: 3 clusters Score -559096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -559101.437500 Penalty: 4266.907715
	Iteration 85Q: 3 clusters Score -559101.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -559105.625000 Penalty: 4266.907715
	Iteration 86Q: 3 clusters Score -559105.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -559109.437500 Penalty: 4266.907715
	Iteration 87Q: 3 clusters Score -559109.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -559116.750000 Penalty: 4266.907715
	Iteration 88Q: 3 clusters Score -559116.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -559123.687500 Penalty: 4266.907715
	Iteration 89Q: 3 clusters Score -559123.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -559129.125000 Penalty: 4266.907715
	Iteration 90Q: 3 clusters Score -559129.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -559134.062500 Penalty: 4266.907715
	Iteration 91Q: 3 clusters Score -559134.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -559137.687500 Penalty: 4266.907715
	Iteration 92Q: 3 clusters Score -559137.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -559143.187500 Penalty: 4266.907715
	Iteration 93Q: 3 clusters Score -559143.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -559155.187500 Penalty: 4266.907715
	Iteration 94Q: 3 clusters Score -559155.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -559168.062500 Penalty: 4266.907715
	Iteration 95Q: 3 clusters Score -559168.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -559181.750000 Penalty: 4266.907715
	Iteration 96Q: 3 clusters Score -559181.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -559194.812500 Penalty: 4266.907715
	Iteration 97Q: 3 clusters Score -559194.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -559209.500000 Penalty: 4266.907715
	Iteration 98Q: 3 clusters Score -559209.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -559223.437500 Penalty: 4266.907715
	Iteration 99Q: 3 clusters Score -559223.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -559235.687500 Penalty: 4266.907715
	Iteration 100F: 3 clusters Score -559235.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -559247.375000 Penalty: 4266.907715
	Iteration 101Q: 3 clusters Score -559247.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -559261.625000 Penalty: 4266.907715
	Iteration 102Q: 3 clusters Score -559261.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -559279.875000 Penalty: 4266.907715
	Iteration 103Q: 3 clusters Score -559279.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -559313.687500 Penalty: 4266.907715
	Iteration 104Q: 3 clusters Score -559313.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -559364.812500 Penalty: 4266.907715
	Iteration 105Q: 3 clusters Score -559364.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -559436.750000 Penalty: 4266.907715
	Iteration 106Q: 3 clusters Score -559436.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -559500.062500 Penalty: 4266.907715
	Iteration 107Q: 3 clusters Score -559500.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -559538.375000 Penalty: 4266.907715
	Iteration 108Q: 3 clusters Score -559538.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -559566.875000 Penalty: 4266.907715
	Iteration 109Q: 3 clusters Score -559566.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -559581.562500 Penalty: 4266.907715
	Iteration 110Q: 3 clusters Score -559581.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -559595.625000 Penalty: 4266.907715
	Iteration 111Q: 3 clusters Score -559595.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -559610.937500 Penalty: 4266.907715
	Iteration 112Q: 3 clusters Score -559610.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -559623.000000 Penalty: 4266.907715
	Iteration 113Q: 3 clusters Score -559623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -559629.375000 Penalty: 4266.907715
	Iteration 114Q: 3 clusters Score -559629.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -559636.250000 Penalty: 4266.907715
	Iteration 115Q: 3 clusters Score -559636.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -559643.250000 Penalty: 4266.907715
	Iteration 116Q: 3 clusters Score -559643.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -559653.437500 Penalty: 4266.907715
	Iteration 117Q: 3 clusters Score -559653.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -559665.000000 Penalty: 4266.907715
	Iteration 118Q: 3 clusters Score -559665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -559673.500000 Penalty: 4266.907715
	Iteration 119Q: 3 clusters Score -559673.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -559680.500000 Penalty: 4266.907715
	Iteration 120F: 3 clusters Score -559680.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -559686.312500 Penalty: 4266.907715
	Iteration 121Q: 3 clusters Score -559686.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -559691.562500 Penalty: 4266.907715
	Iteration 122Q: 3 clusters Score -559691.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -559701.000000 Penalty: 4266.907715
	Iteration 123Q: 3 clusters Score -559701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -559711.062500 Penalty: 4266.907715
	Iteration 124Q: 3 clusters Score -559711.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -559730.687500 Penalty: 4266.907715
	Iteration 125Q: 3 clusters Score -559730.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -559745.687500 Penalty: 4266.907715
	Iteration 126Q: 3 clusters Score -559745.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -559755.937500 Penalty: 4266.907715
	Iteration 127Q: 3 clusters Score -559755.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -559764.125000 Penalty: 4266.907715
	Iteration 128Q: 3 clusters Score -559764.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -559775.000000 Penalty: 4266.907715
	Iteration 129Q: 3 clusters Score -559775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -559788.312500 Penalty: 4266.907715
	Iteration 130Q: 3 clusters Score -559788.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -559801.875000 Penalty: 4266.907715
	Iteration 131Q: 3 clusters Score -559801.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -559815.500000 Penalty: 4266.907715
	Iteration 132Q: 3 clusters Score -559815.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -559821.937500 Penalty: 4266.907715
	Iteration 133Q: 3 clusters Score -559821.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -559834.875000 Penalty: 4266.907715
	Iteration 134Q: 3 clusters Score -559834.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -559844.625000 Penalty: 4266.907715
	Iteration 135Q: 3 clusters Score -559844.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -559857.187500 Penalty: 4266.907715
	Iteration 136Q: 3 clusters Score -559857.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -559873.187500 Penalty: 4266.907715
	Iteration 137Q: 3 clusters Score -559873.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -559882.125000 Penalty: 4266.907715
	Iteration 138Q: 3 clusters Score -559882.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -559891.125000 Penalty: 4266.907715
	Iteration 139Q: 3 clusters Score -559891.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -559900.375000 Penalty: 4266.907715
	Iteration 140F: 3 clusters Score -559900.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -559902.375000 Penalty: 4266.907715
	Iteration 141Q: 3 clusters Score -559902.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -559905.875000 Penalty: 4266.907715
	Iteration 142Q: 3 clusters Score -559905.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -559909.937500 Penalty: 4266.907715
	Iteration 143Q: 3 clusters Score -559909.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -559912.562500 Penalty: 4266.907715
	Iteration 144Q: 3 clusters Score -559912.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -559916.125000 Penalty: 4266.907715
	Iteration 145Q: 3 clusters Score -559916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -559918.437500 Penalty: 4266.907715
	Iteration 146Q: 3 clusters Score -559918.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -559923.687500 Penalty: 4266.907715
	Iteration 147Q: 3 clusters Score -559923.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -559929.500000 Penalty: 4266.907715
	Iteration 148Q: 3 clusters Score -559929.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -559933.437500 Penalty: 4266.907715
	Iteration 149Q: 3 clusters Score -559933.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -559936.062500 Penalty: 4266.907715
	Iteration 150Q: 3 clusters Score -559936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -559939.000000 Penalty: 4266.907715
	Iteration 151Q: 3 clusters Score -559939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -559944.062500 Penalty: 4266.907715
	Iteration 152Q: 3 clusters Score -559944.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -559947.812500 Penalty: 4266.907715
	Iteration 153Q: 3 clusters Score -559947.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -559952.812500 Penalty: 4266.907715
	Iteration 154Q: 3 clusters Score -559952.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -559954.687500 Penalty: 4266.907715
	Iteration 155Q: 3 clusters Score -559954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -559957.500000 Penalty: 4266.907715
	Iteration 156Q: 3 clusters Score -559957.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -559964.000000 Penalty: 4266.907715
	Iteration 157Q: 3 clusters Score -559964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -559972.437500 Penalty: 4266.907715
	Iteration 158Q: 3 clusters Score -559972.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -559980.000000 Penalty: 4266.907715
	Iteration 159Q: 3 clusters Score -559980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -559985.250000 Penalty: 4266.907715
	Iteration 160F: 3 clusters Score -559985.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -559997.000000 Penalty: 4266.907715
	Iteration 161Q: 3 clusters Score -559997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -560008.937500 Penalty: 4266.907715
	Iteration 162Q: 3 clusters Score -560008.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -560033.187500 Penalty: 4266.907715
	Iteration 163Q: 3 clusters Score -560033.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -560048.875000 Penalty: 4266.907715
	Iteration 164Q: 3 clusters Score -560048.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -560055.000000 Penalty: 4266.907715
	Iteration 165Q: 3 clusters Score -560055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -560061.000000 Penalty: 4266.907715
	Iteration 166Q: 3 clusters Score -560061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -560062.937500 Penalty: 4266.907715
	Iteration 167Q: 3 clusters Score -560062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -560063.500000 Penalty: 4266.907715
	Iteration 168Q: 3 clusters Score -560063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -560063.812500 Penalty: 4266.907715
	Iteration 169Q: 3 clusters Score -560063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -560063.937500 Penalty: 4266.907715
	Iteration 170Q: 3 clusters Score -560063.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -560064.625000 Penalty: 4266.907715
	Iteration 171Q: 3 clusters Score -560064.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -560069.000000 Penalty: 4266.907715
	Iteration 172Q: 3 clusters Score -560069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -560069.500000 Penalty: 4266.907715
	Iteration 173Q: 3 clusters Score -560069.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -560071.312500 Penalty: 4266.907715
	Iteration 174Q: 3 clusters Score -560071.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -560072.875000 Penalty: 4266.907715
	Iteration 175Q: 3 clusters Score -560072.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -560072.937500 Penalty: 4266.907715
	Iteration 176Q: 3 clusters Score -560072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -560072.937500 Penalty: 4266.907715
	Iteration 177F: 3 clusters Score -560072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 9099 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2092 members 
Mstep: Class 41 contains 697 members 
Mstep: Class 42 contains 3524 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 2572 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 3094 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Mstep: Class 65 contains 849 members 
Mstep: Class 66 contains 4598 members 
Mstep: Class 67 contains 5323 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 2635 members 
Mstep: Class 70 contains 1482 members 
Mstep: Class 71 contains 417 members 
Mstep: Class 72 contains 2394 members 
Mstep: Class 73 contains 1958 members 
Mstep: Class 74 contains 3610 members 
Entering Unmasked Estep 
Score: -154501824.000000 Penalty: 258542.078125
Splitting cluster 48 changes total score from -154498592.000000 to -154501824.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 49 (4448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Entering Unmasked Estep 
Score: -527815.062500 Penalty: 2083.251953
	Iteration 0F: 2 clusters Score -527815.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -523641.312500 Penalty: 4166.503906
	Iteration 0F: 3 clusters Score -523641.3 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -524655.312500 Penalty: 4166.503906
	Iteration 1F: 3 clusters Score -524655.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -524957.562500 Penalty: 4166.503906
	Iteration 2F: 3 clusters Score -524957.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -525191.500000 Penalty: 4166.503906
	Iteration 3F: 3 clusters Score -525191.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -525385.687500 Penalty: 4166.503906
	Iteration 4F: 3 clusters Score -525385.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -525541.187500 Penalty: 4166.503906
	Iteration 5Q: 3 clusters Score -525541.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -525683.437500 Penalty: 4166.503906
	Iteration 6Q: 3 clusters Score -525683.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -525797.562500 Penalty: 4166.503906
	Iteration 7Q: 3 clusters Score -525797.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -525919.125000 Penalty: 4166.503906
	Iteration 8Q: 3 clusters Score -525919.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -526038.437500 Penalty: 4166.503906
	Iteration 9Q: 3 clusters Score -526038.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -526139.000000 Penalty: 4166.503906
	Iteration 10Q: 3 clusters Score -526139 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -526235.812500 Penalty: 4166.503906
	Iteration 11Q: 3 clusters Score -526235.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -526303.875000 Penalty: 4166.503906
	Iteration 12Q: 3 clusters Score -526303.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -526375.187500 Penalty: 4166.503906
	Iteration 13Q: 3 clusters Score -526375.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -526445.687500 Penalty: 4166.503906
	Iteration 14Q: 3 clusters Score -526445.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -526506.625000 Penalty: 4166.503906
	Iteration 15Q: 3 clusters Score -526506.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -526546.687500 Penalty: 4166.503906
	Iteration 16Q: 3 clusters Score -526546.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -526578.062500 Penalty: 4166.503906
	Iteration 17Q: 3 clusters Score -526578.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -526603.187500 Penalty: 4166.503906
	Iteration 18Q: 3 clusters Score -526603.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -526621.875000 Penalty: 4166.503906
	Iteration 19Q: 3 clusters Score -526621.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -526632.062500 Penalty: 4166.503906
	Iteration 20F: 3 clusters Score -526632.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -526638.312500 Penalty: 4166.503906
	Iteration 21Q: 3 clusters Score -526638.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -526641.250000 Penalty: 4166.503906
	Iteration 22Q: 3 clusters Score -526641.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -526642.187500 Penalty: 4166.503906
	Iteration 23Q: 3 clusters Score -526642.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -526644.437500 Penalty: 4166.503906
	Iteration 24Q: 3 clusters Score -526644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -526645.125000 Penalty: 4166.503906
	Iteration 25Q: 3 clusters Score -526645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -526646.437500 Penalty: 4166.503906
	Iteration 26Q: 3 clusters Score -526646.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -526646.437500 Penalty: 4166.503906
	Iteration 27F: 3 clusters Score -526646.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Entering Unmasked Estep 
Score: -786462.500000 Penalty: 2179.457520
	Iteration 0F: 2 clusters Score -786462.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -781029.562500 Penalty: 4358.915039
	Iteration 0F: 3 clusters Score -781029.6 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -782502.562500 Penalty: 4358.915039
	Iteration 1F: 3 clusters Score -782502.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -782789.312500 Penalty: 4358.915039
	Iteration 2F: 3 clusters Score -782789.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -782985.875000 Penalty: 4358.915039
	Iteration 3F: 3 clusters Score -782985.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -783120.812500 Penalty: 4358.915039
	Iteration 4Q: 3 clusters Score -783120.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -783220.437500 Penalty: 4358.915039
	Iteration 5Q: 3 clusters Score -783220.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -783295.812500 Penalty: 4358.915039
	Iteration 6Q: 3 clusters Score -783295.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -783367.625000 Penalty: 4358.915039
	Iteration 7Q: 3 clusters Score -783367.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -783448.187500 Penalty: 4358.915039
	Iteration 8Q: 3 clusters Score -783448.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -783516.062500 Penalty: 4358.915039
	Iteration 9Q: 3 clusters Score -783516.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -783576.375000 Penalty: 4358.915039
	Iteration 10Q: 3 clusters Score -783576.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -783641.000000 Penalty: 4358.915039
	Iteration 11Q: 3 clusters Score -783641 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -783699.687500 Penalty: 4358.915039
	Iteration 12Q: 3 clusters Score -783699.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -783763.000000 Penalty: 4358.915039
	Iteration 13Q: 3 clusters Score -783763 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -783828.625000 Penalty: 4358.915039
	Iteration 14Q: 3 clusters Score -783828.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -783910.312500 Penalty: 4358.915039
	Iteration 15Q: 3 clusters Score -783910.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -783984.500000 Penalty: 4358.915039
	Iteration 16Q: 3 clusters Score -783984.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -784062.437500 Penalty: 4358.915039
	Iteration 17Q: 3 clusters Score -784062.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -784132.125000 Penalty: 4358.915039
	Iteration 18Q: 3 clusters Score -784132.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -784191.687500 Penalty: 4358.915039
	Iteration 19Q: 3 clusters Score -784191.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -784246.125000 Penalty: 4358.915039
	Iteration 20F: 3 clusters Score -784246.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -784296.062500 Penalty: 4358.915039
	Iteration 21Q: 3 clusters Score -784296.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -784334.625000 Penalty: 4358.915039
	Iteration 22Q: 3 clusters Score -784334.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -784367.500000 Penalty: 4358.915039
	Iteration 23Q: 3 clusters Score -784367.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -784391.187500 Penalty: 4358.915039
	Iteration 24Q: 3 clusters Score -784391.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -784417.312500 Penalty: 4358.915039
	Iteration 25Q: 3 clusters Score -784417.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -784444.500000 Penalty: 4358.915039
	Iteration 26Q: 3 clusters Score -784444.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -784467.000000 Penalty: 4358.915039
	Iteration 27Q: 3 clusters Score -784467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -784489.250000 Penalty: 4358.915039
	Iteration 28Q: 3 clusters Score -784489.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -784508.687500 Penalty: 4358.915039
	Iteration 29Q: 3 clusters Score -784508.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -784528.312500 Penalty: 4358.915039
	Iteration 30Q: 3 clusters Score -784528.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -784553.000000 Penalty: 4358.915039
	Iteration 31Q: 3 clusters Score -784553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -784576.625000 Penalty: 4358.915039
	Iteration 32Q: 3 clusters Score -784576.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -784593.937500 Penalty: 4358.915039
	Iteration 33Q: 3 clusters Score -784593.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -784599.750000 Penalty: 4358.915039
	Iteration 34Q: 3 clusters Score -784599.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -784606.375000 Penalty: 4358.915039
	Iteration 35Q: 3 clusters Score -784606.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -784611.937500 Penalty: 4358.915039
	Iteration 36Q: 3 clusters Score -784611.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -784617.187500 Penalty: 4358.915039
	Iteration 37Q: 3 clusters Score -784617.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -784619.187500 Penalty: 4358.915039
	Iteration 38Q: 3 clusters Score -784619.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -784622.187500 Penalty: 4358.915039
	Iteration 39Q: 3 clusters Score -784622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -784624.812500 Penalty: 4358.915039
	Iteration 40F: 3 clusters Score -784624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -784624.625000 Penalty: 4358.915039
	Iteration 41Q: 3 clusters Score -784624.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -784627.625000 Penalty: 4358.915039
	Iteration 42Q: 3 clusters Score -784627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -784628.187500 Penalty: 4358.915039
	Iteration 43Q: 3 clusters Score -784628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -784628.812500 Penalty: 4358.915039
	Iteration 44Q: 3 clusters Score -784628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -784628.875000 Penalty: 4358.915039
	Iteration 45Q: 3 clusters Score -784628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -784631.125000 Penalty: 4358.915039
	Iteration 46Q: 3 clusters Score -784631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -784631.187500 Penalty: 4358.915039
	Iteration 47Q: 3 clusters Score -784631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -784631.187500 Penalty: 4358.915039
	Iteration 48F: 3 clusters Score -784631.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Entering Unmasked Estep 
Score: -356239.312500 Penalty: 1993.230591
	Iteration 0F: 2 clusters Score -356239.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -352977.906250 Penalty: 3986.461182
	Iteration 0F: 3 clusters Score -352977.9 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -353850.500000 Penalty: 3986.461182
	Iteration 1F: 3 clusters Score -353850.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -354159.843750 Penalty: 3986.461182
	Iteration 2F: 3 clusters Score -354159.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -354368.375000 Penalty: 3986.461182
	Iteration 3F: 3 clusters Score -354368.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -354525.406250 Penalty: 3986.461182
	Iteration 4Q: 3 clusters Score -354525.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -354661.812500 Penalty: 3986.461182
	Iteration 5Q: 3 clusters Score -354661.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -354782.687500 Penalty: 3986.461182
	Iteration 6Q: 3 clusters Score -354782.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -354945.468750 Penalty: 3986.461182
	Iteration 7Q: 3 clusters Score -354945.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -355206.593750 Penalty: 3986.461182
	Iteration 8Q: 3 clusters Score -355206.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -355550.125000 Penalty: 3986.461182
	Iteration 9Q: 3 clusters Score -355550.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -355739.593750 Penalty: 3986.461182
	Iteration 10Q: 3 clusters Score -355739.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -355849.250000 Penalty: 3986.461182
	Iteration 11Q: 3 clusters Score -355849.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -355910.750000 Penalty: 3986.461182
	Iteration 12Q: 3 clusters Score -355910.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -355949.750000 Penalty: 3986.461182
	Iteration 13Q: 3 clusters Score -355949.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -355977.437500 Penalty: 3986.461182
	Iteration 14Q: 3 clusters Score -355977.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -356001.625000 Penalty: 3986.461182
	Iteration 15Q: 3 clusters Score -356001.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -356019.531250 Penalty: 3986.461182
	Iteration 16Q: 3 clusters Score -356019.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -356045.156250 Penalty: 3986.461182
	Iteration 17Q: 3 clusters Score -356045.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -356068.687500 Penalty: 3986.461182
	Iteration 18Q: 3 clusters Score -356068.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -356087.968750 Penalty: 3986.461182
	Iteration 19Q: 3 clusters Score -356088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -356110.281250 Penalty: 3986.461182
	Iteration 20F: 3 clusters Score -356110.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -356130.812500 Penalty: 3986.461182
	Iteration 21Q: 3 clusters Score -356130.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -356165.625000 Penalty: 3986.461182
	Iteration 22Q: 3 clusters Score -356165.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -356213.218750 Penalty: 3986.461182
	Iteration 23Q: 3 clusters Score -356213.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -356250.875000 Penalty: 3986.461182
	Iteration 24Q: 3 clusters Score -356250.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -356278.750000 Penalty: 3986.461182
	Iteration 25Q: 3 clusters Score -356278.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -356307.750000 Penalty: 3986.461182
	Iteration 26Q: 3 clusters Score -356307.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -356322.812500 Penalty: 3986.461182
	Iteration 27Q: 3 clusters Score -356322.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -356334.500000 Penalty: 3986.461182
	Iteration 28Q: 3 clusters Score -356334.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -356349.093750 Penalty: 3986.461182
	Iteration 29Q: 3 clusters Score -356349.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -356359.406250 Penalty: 3986.461182
	Iteration 30Q: 3 clusters Score -356359.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -356367.375000 Penalty: 3986.461182
	Iteration 31Q: 3 clusters Score -356367.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -356377.656250 Penalty: 3986.461182
	Iteration 32Q: 3 clusters Score -356377.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -356390.250000 Penalty: 3986.461182
	Iteration 33Q: 3 clusters Score -356390.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -356403.187500 Penalty: 3986.461182
	Iteration 34Q: 3 clusters Score -356403.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -356412.156250 Penalty: 3986.461182
	Iteration 35Q: 3 clusters Score -356412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -356419.906250 Penalty: 3986.461182
	Iteration 36Q: 3 clusters Score -356419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -356431.718750 Penalty: 3986.461182
	Iteration 37Q: 3 clusters Score -356431.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -356442.156250 Penalty: 3986.461182
	Iteration 38Q: 3 clusters Score -356442.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -356448.125000 Penalty: 3986.461182
	Iteration 39Q: 3 clusters Score -356448.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -356462.437500 Penalty: 3986.461182
	Iteration 40F: 3 clusters Score -356462.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -356483.968750 Penalty: 3986.461182
	Iteration 41Q: 3 clusters Score -356484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -356510.312500 Penalty: 3986.461182
	Iteration 42Q: 3 clusters Score -356510.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -356520.093750 Penalty: 3986.461182
	Iteration 43Q: 3 clusters Score -356520.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -356531.781250 Penalty: 3986.461182
	Iteration 44Q: 3 clusters Score -356531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -356536.281250 Penalty: 3986.461182
	Iteration 45Q: 3 clusters Score -356536.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -356539.156250 Penalty: 3986.461182
	Iteration 46Q: 3 clusters Score -356539.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -356540.812500 Penalty: 3986.461182
	Iteration 47Q: 3 clusters Score -356540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -356540.187500 Penalty: 3986.461182
	Iteration 48Q: 3 clusters Score -356540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -356541.406250 Penalty: 3986.461182
	Iteration 49Q: 3 clusters Score -356541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -356546.812500 Penalty: 3986.461182
	Iteration 50F: 3 clusters Score -356546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -356554.125000 Penalty: 3986.461182
	Iteration 51Q: 3 clusters Score -356554.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -356562.875000 Penalty: 3986.461182
	Iteration 52Q: 3 clusters Score -356562.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -356567.500000 Penalty: 3986.461182
	Iteration 53Q: 3 clusters Score -356567.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -356570.750000 Penalty: 3986.461182
	Iteration 54Q: 3 clusters Score -356570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -356573.125000 Penalty: 3986.461182
	Iteration 55Q: 3 clusters Score -356573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -356579.937500 Penalty: 3986.461182
	Iteration 56Q: 3 clusters Score -356579.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -356585.687500 Penalty: 3986.461182
	Iteration 57Q: 3 clusters Score -356585.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -356590.937500 Penalty: 3986.461182
	Iteration 58Q: 3 clusters Score -356590.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -356595.218750 Penalty: 3986.461182
	Iteration 59Q: 3 clusters Score -356595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -356597.406250 Penalty: 3986.461182
	Iteration 60F: 3 clusters Score -356597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -356599.312500 Penalty: 3986.461182
	Iteration 61Q: 3 clusters Score -356599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -356600.156250 Penalty: 3986.461182
	Iteration 62Q: 3 clusters Score -356600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -356600.156250 Penalty: 3986.461182
	Iteration 63F: 3 clusters Score -356600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 9099 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2092 members 
Mstep: Class 41 contains 697 members 
Mstep: Class 42 contains 3524 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 2572 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 1931 members 
Mstep: Class 52 contains 26316 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Mstep: Class 65 contains 849 members 
Mstep: Class 66 contains 4598 members 
Mstep: Class 67 contains 5323 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 2635 members 
Mstep: Class 70 contains 1482 members 
Mstep: Class 71 contains 417 members 
Mstep: Class 72 contains 2394 members 
Mstep: Class 73 contains 1958 members 
Mstep: Class 74 contains 3610 members 
Mstep: Class 75 contains 1163 members 
Entering Unmasked Estep 
Score: -154500784.000000 Penalty: 262035.890625
Splitting cluster 51 changes total score from -154498592.000000 to -154500784.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 52 (26316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Entering Unmasked Estep 
Score: -3121051.500000 Penalty: 2524.127441
	Iteration 0F: 2 clusters Score -3121052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3102879.250000 Penalty: 5048.254883
	Iteration 0F: 3 clusters Score -3102879 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3109575.500000 Penalty: 5048.254883
	Iteration 1F: 3 clusters Score -3109576 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3110763.750000 Penalty: 5048.254883
	Iteration 2F: 3 clusters Score -3110764 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3112508.250000 Penalty: 5048.254883
	Iteration 3F: 3 clusters Score -3112508 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3114856.250000 Penalty: 5048.254883
	Iteration 4F: 3 clusters Score -3114856 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3117461.000000 Penalty: 5048.254883
	Iteration 5F: 3 clusters Score -3117461 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3119482.250000 Penalty: 5048.254883
	Iteration 6F: 3 clusters Score -3119482 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3120820.750000 Penalty: 5048.254883
	Iteration 7F: 3 clusters Score -3120821 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3121451.750000 Penalty: 5048.254883
	Iteration 8Q: 3 clusters Score -3121452 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3121699.000000 Penalty: 5048.254883
	Iteration 9Q: 3 clusters Score -3121699 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3121801.750000 Penalty: 5048.254883
	Iteration 10Q: 3 clusters Score -3121802 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3121849.750000 Penalty: 5048.254883
	Iteration 11Q: 3 clusters Score -3121850 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3121874.500000 Penalty: 5048.254883
	Iteration 12Q: 3 clusters Score -3121874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3121872.250000 Penalty: 5048.254883
	Iteration 13Q: 3 clusters Score -3121872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3121873.250000 Penalty: 5048.254883
	Iteration 14Q: 3 clusters Score -3121873 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3121881.750000 Penalty: 5048.254883
	Iteration 15Q: 3 clusters Score -3121882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3121888.250000 Penalty: 5048.254883
	Iteration 16Q: 3 clusters Score -3121888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3121888.750000 Penalty: 5048.254883
	Iteration 17Q: 3 clusters Score -3121889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3121893.500000 Penalty: 5048.254883
	Iteration 18Q: 3 clusters Score -3121894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3121891.500000 Penalty: 5048.254883
	Iteration 19Q: 3 clusters Score -3121892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3121890.250000 Penalty: 5048.254883
	Iteration 20F: 3 clusters Score -3121890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3121887.500000 Penalty: 5048.254883
	Iteration 21Q: 3 clusters Score -3121888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3121890.250000 Penalty: 5048.254883
	Iteration 22Q: 3 clusters Score -3121890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3121892.250000 Penalty: 5048.254883
	Iteration 23Q: 3 clusters Score -3121892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3121887.750000 Penalty: 5048.254883
	Iteration 24Q: 3 clusters Score -3121888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3121887.750000 Penalty: 5048.254883
	Iteration 25Q: 3 clusters Score -3121888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3121886.750000 Penalty: 5048.254883
	Iteration 26Q: 3 clusters Score -3121887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3121885.500000 Penalty: 5048.254883
	Iteration 27Q: 3 clusters Score -3121886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3121885.000000 Penalty: 5048.254883
	Iteration 28Q: 3 clusters Score -3121885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3121885.000000 Penalty: 5048.254883
	Iteration 29F: 3 clusters Score -3121885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 9099 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2092 members 
Mstep: Class 41 contains 697 members 
Mstep: Class 42 contains 3524 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 2572 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 1931 members 
Mstep: Class 52 contains 11727 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Mstep: Class 65 contains 849 members 
Mstep: Class 66 contains 4598 members 
Mstep: Class 67 contains 5323 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 2635 members 
Mstep: Class 70 contains 1482 members 
Mstep: Class 71 contains 417 members 
Mstep: Class 72 contains 2394 members 
Mstep: Class 73 contains 1958 members 
Mstep: Class 74 contains 3610 members 
Mstep: Class 75 contains 1163 members 
Mstep: Class 76 contains 14589 members 
Entering Unmasked Estep 
Score: -154500816.000000 Penalty: 265529.687500
Splitting cluster 52 changes total score from -154498592.000000 to -154500816.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 53 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -396937.062500 Penalty: 1942.929321
	Iteration 0F: 2 clusters Score -396937.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -394009.781250 Penalty: 3885.858643
	Iteration 0F: 3 clusters Score -394009.8 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -394685.187500 Penalty: 3885.858643
	Iteration 1F: 3 clusters Score -394685.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -395263.375000 Penalty: 3885.858643
	Iteration 2F: 3 clusters Score -395263.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -396038.937500 Penalty: 3885.858643
	Iteration 3F: 3 clusters Score -396038.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -396863.718750 Penalty: 3885.858643
	Iteration 4F: 3 clusters Score -396863.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -397465.843750 Penalty: 3885.858643
	Iteration 5F: 3 clusters Score -397465.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -397838.375000 Penalty: 3885.858643
	Iteration 6F: 3 clusters Score -397838.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -397950.875000 Penalty: 3885.858643
	Iteration 7Q: 3 clusters Score -397950.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -398001.812500 Penalty: 3885.858643
	Iteration 8Q: 3 clusters Score -398001.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -398030.031250 Penalty: 3885.858643
	Iteration 9Q: 3 clusters Score -398030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -398042.687500 Penalty: 3885.858643
	Iteration 10Q: 3 clusters Score -398042.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -398043.906250 Penalty: 3885.858643
	Iteration 11Q: 3 clusters Score -398043.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -398062.062500 Penalty: 3885.858643
	Iteration 12Q: 3 clusters Score -398062.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -398078.875000 Penalty: 3885.858643
	Iteration 13Q: 3 clusters Score -398078.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -398072.187500 Penalty: 3885.858643
	Iteration 14Q: 3 clusters Score -398072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -398072.187500 Penalty: 3885.858643
	Iteration 15F: 3 clusters Score -398072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 9099 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2092 members 
Mstep: Class 41 contains 697 members 
Mstep: Class 42 contains 3524 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 2572 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 1931 members 
Mstep: Class 52 contains 11727 members 
Mstep: Class 53 contains 2118 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Mstep: Class 65 contains 849 members 
Mstep: Class 66 contains 4598 members 
Mstep: Class 67 contains 5323 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 2635 members 
Mstep: Class 70 contains 1482 members 
Mstep: Class 71 contains 417 members 
Mstep: Class 72 contains 2394 members 
Mstep: Class 73 contains 1958 members 
Mstep: Class 74 contains 3610 members 
Mstep: Class 75 contains 1163 members 
Mstep: Class 76 contains 14589 members 
Mstep: Class 77 contains 408 members 
Entering Unmasked Estep 
Score: -154500624.000000 Penalty: 269023.500000
Splitting cluster 53 changes total score from -154498592.000000 to -154500624.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 54 (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: -1198533.750000 Penalty: 2292.432129
	Iteration 0F: 2 clusters Score -1198534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1190651.875000 Penalty: 4584.864258
	Iteration 0F: 3 clusters Score -1190652 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1193049.500000 Penalty: 4584.864258
	Iteration 1F: 3 clusters Score -1193050 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1193401.750000 Penalty: 4584.864258
	Iteration 2F: 3 clusters Score -1193402 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1193741.875000 Penalty: 4584.864258
	Iteration 3F: 3 clusters Score -1193742 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1194150.750000 Penalty: 4584.864258
	Iteration 4F: 3 clusters Score -1194151 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1194723.750000 Penalty: 4584.864258
	Iteration 5F: 3 clusters Score -1194724 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1195595.500000 Penalty: 4584.864258
	Iteration 6F: 3 clusters Score -1195596 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1196534.375000 Penalty: 4584.864258
	Iteration 7F: 3 clusters Score -1196534 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1197235.625000 Penalty: 4584.864258
	Iteration 8F: 3 clusters Score -1197236 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1197644.625000 Penalty: 4584.864258
	Iteration 9F: 3 clusters Score -1197645 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1197880.250000 Penalty: 4584.864258
	Iteration 10Q: 3 clusters Score -1197880 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1198027.000000 Penalty: 4584.864258
	Iteration 11Q: 3 clusters Score -1198027 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1198133.375000 Penalty: 4584.864258
	Iteration 12Q: 3 clusters Score -1198133 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1198204.125000 Penalty: 4584.864258
	Iteration 13Q: 3 clusters Score -1198204 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1198257.375000 Penalty: 4584.864258
	Iteration 14Q: 3 clusters Score -1198257 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1198295.375000 Penalty: 4584.864258
	Iteration 15Q: 3 clusters Score -1198295 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1198314.125000 Penalty: 4584.864258
	Iteration 16Q: 3 clusters Score -1198314 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1198333.750000 Penalty: 4584.864258
	Iteration 17Q: 3 clusters Score -1198334 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1198346.625000 Penalty: 4584.864258
	Iteration 18Q: 3 clusters Score -1198347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1198351.625000 Penalty: 4584.864258
	Iteration 19Q: 3 clusters Score -1198352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1198362.375000 Penalty: 4584.864258
	Iteration 20F: 3 clusters Score -1198362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1198365.000000 Penalty: 4584.864258
	Iteration 21Q: 3 clusters Score -1198365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1198366.000000 Penalty: 4584.864258
	Iteration 22Q: 3 clusters Score -1198366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1198365.000000 Penalty: 4584.864258
	Iteration 23Q: 3 clusters Score -1198365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1198369.125000 Penalty: 4584.864258
	Iteration 24Q: 3 clusters Score -1198369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1198369.875000 Penalty: 4584.864258
	Iteration 25Q: 3 clusters Score -1198370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1198370.875000 Penalty: 4584.864258
	Iteration 26Q: 3 clusters Score -1198371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1198371.500000 Penalty: 4584.864258
	Iteration 27Q: 3 clusters Score -1198372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1198371.750000 Penalty: 4584.864258
	Iteration 28Q: 3 clusters Score -1198372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1198371.500000 Penalty: 4584.864258
	Iteration 29Q: 3 clusters Score -1198372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1198372.375000 Penalty: 4584.864258
	Iteration 30Q: 3 clusters Score -1198372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1198373.500000 Penalty: 4584.864258
	Iteration 31Q: 3 clusters Score -1198374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1198374.500000 Penalty: 4584.864258
	Iteration 32Q: 3 clusters Score -1198374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1198374.500000 Penalty: 4584.864258
	Iteration 33F: 3 clusters Score -1198374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (10159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Entering Unmasked Estep 
Score: -1234543.000000 Penalty: 2288.076660
	Iteration 0F: 2 clusters Score -1234543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1226782.250000 Penalty: 4576.153320
	Iteration 0F: 3 clusters Score -1226782 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1229045.000000 Penalty: 4576.153320
	Iteration 1F: 3 clusters Score -1229045 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1229362.250000 Penalty: 4576.153320
	Iteration 2F: 3 clusters Score -1229362 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1229573.625000 Penalty: 4576.153320
	Iteration 3Q: 3 clusters Score -1229574 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1229741.625000 Penalty: 4576.153320
	Iteration 4Q: 3 clusters Score -1229742 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1229881.500000 Penalty: 4576.153320
	Iteration 5Q: 3 clusters Score -1229882 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1230006.750000 Penalty: 4576.153320
	Iteration 6Q: 3 clusters Score -1230007 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1230123.875000 Penalty: 4576.153320
	Iteration 7Q: 3 clusters Score -1230124 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1230240.250000 Penalty: 4576.153320
	Iteration 8Q: 3 clusters Score -1230240 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1230392.875000 Penalty: 4576.153320
	Iteration 9Q: 3 clusters Score -1230393 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1230574.625000 Penalty: 4576.153320
	Iteration 10Q: 3 clusters Score -1230575 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1230798.500000 Penalty: 4576.153320
	Iteration 11Q: 3 clusters Score -1230798 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1231018.625000 Penalty: 4576.153320
	Iteration 12Q: 3 clusters Score -1231019 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1231233.000000 Penalty: 4576.153320
	Iteration 13Q: 3 clusters Score -1231233 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1231418.375000 Penalty: 4576.153320
	Iteration 14Q: 3 clusters Score -1231418 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1231582.125000 Penalty: 4576.153320
	Iteration 15Q: 3 clusters Score -1231582 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1231726.750000 Penalty: 4576.153320
	Iteration 16Q: 3 clusters Score -1231727 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1231855.375000 Penalty: 4576.153320
	Iteration 17Q: 3 clusters Score -1231855 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1231952.000000 Penalty: 4576.153320
	Iteration 18Q: 3 clusters Score -1231952 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1232049.125000 Penalty: 4576.153320
	Iteration 19Q: 3 clusters Score -1232049 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1232119.250000 Penalty: 4576.153320
	Iteration 20F: 3 clusters Score -1232119 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1232174.750000 Penalty: 4576.153320
	Iteration 21Q: 3 clusters Score -1232175 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1232213.875000 Penalty: 4576.153320
	Iteration 22Q: 3 clusters Score -1232214 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1232252.750000 Penalty: 4576.153320
	Iteration 23Q: 3 clusters Score -1232253 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1232281.625000 Penalty: 4576.153320
	Iteration 24Q: 3 clusters Score -1232282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1232302.125000 Penalty: 4576.153320
	Iteration 25Q: 3 clusters Score -1232302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1232320.750000 Penalty: 4576.153320
	Iteration 26Q: 3 clusters Score -1232321 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1232339.000000 Penalty: 4576.153320
	Iteration 27Q: 3 clusters Score -1232339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1232349.500000 Penalty: 4576.153320
	Iteration 28Q: 3 clusters Score -1232350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1232360.125000 Penalty: 4576.153320
	Iteration 29Q: 3 clusters Score -1232360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1232371.500000 Penalty: 4576.153320
	Iteration 30Q: 3 clusters Score -1232372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1232372.125000 Penalty: 4576.153320
	Iteration 31Q: 3 clusters Score -1232372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1232374.250000 Penalty: 4576.153320
	Iteration 32Q: 3 clusters Score -1232374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1232379.000000 Penalty: 4576.153320
	Iteration 33Q: 3 clusters Score -1232379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1232381.875000 Penalty: 4576.153320
	Iteration 34Q: 3 clusters Score -1232382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1232384.500000 Penalty: 4576.153320
	Iteration 35Q: 3 clusters Score -1232384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1232383.750000 Penalty: 4576.153320
	Iteration 36Q: 3 clusters Score -1232384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1232383.750000 Penalty: 4576.153320
	Iteration 37Q: 3 clusters Score -1232384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1232388.500000 Penalty: 4576.153320
	Iteration 38Q: 3 clusters Score -1232388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1232396.625000 Penalty: 4576.153320
	Iteration 39Q: 3 clusters Score -1232397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1232401.750000 Penalty: 4576.153320
	Iteration 40F: 3 clusters Score -1232402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1232403.625000 Penalty: 4576.153320
	Iteration 41Q: 3 clusters Score -1232404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1232406.875000 Penalty: 4576.153320
	Iteration 42Q: 3 clusters Score -1232407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1232409.625000 Penalty: 4576.153320
	Iteration 43Q: 3 clusters Score -1232410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1232416.500000 Penalty: 4576.153320
	Iteration 44Q: 3 clusters Score -1232416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1232417.625000 Penalty: 4576.153320
	Iteration 45Q: 3 clusters Score -1232418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1232419.500000 Penalty: 4576.153320
	Iteration 46Q: 3 clusters Score -1232420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1232426.375000 Penalty: 4576.153320
	Iteration 47Q: 3 clusters Score -1232426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1232428.250000 Penalty: 4576.153320
	Iteration 48Q: 3 clusters Score -1232428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1232432.875000 Penalty: 4576.153320
	Iteration 49Q: 3 clusters Score -1232433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1232434.250000 Penalty: 4576.153320
	Iteration 50Q: 3 clusters Score -1232434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1232440.500000 Penalty: 4576.153320
	Iteration 51Q: 3 clusters Score -1232440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1232449.125000 Penalty: 4576.153320
	Iteration 52Q: 3 clusters Score -1232449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1232458.875000 Penalty: 4576.153320
	Iteration 53Q: 3 clusters Score -1232459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1232464.875000 Penalty: 4576.153320
	Iteration 54Q: 3 clusters Score -1232465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1232468.125000 Penalty: 4576.153320
	Iteration 55Q: 3 clusters Score -1232468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1232470.375000 Penalty: 4576.153320
	Iteration 56Q: 3 clusters Score -1232470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1232473.875000 Penalty: 4576.153320
	Iteration 57Q: 3 clusters Score -1232474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1232476.625000 Penalty: 4576.153320
	Iteration 58Q: 3 clusters Score -1232477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1232476.625000 Penalty: 4576.153320
	Iteration 59Q: 3 clusters Score -1232477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1232485.750000 Penalty: 4576.153320
	Iteration 60F: 3 clusters Score -1232486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1232489.625000 Penalty: 4576.153320
	Iteration 61Q: 3 clusters Score -1232490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1232492.750000 Penalty: 4576.153320
	Iteration 62Q: 3 clusters Score -1232493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1232495.500000 Penalty: 4576.153320
	Iteration 63Q: 3 clusters Score -1232496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1232497.625000 Penalty: 4576.153320
	Iteration 64Q: 3 clusters Score -1232498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1232496.500000 Penalty: 4576.153320
	Iteration 65Q: 3 clusters Score -1232496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1232496.500000 Penalty: 4576.153320
	Iteration 66F: 3 clusters Score -1232496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (12023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Entering Unmasked Estep 
Score: -1443243.000000 Penalty: 2329.854980
	Iteration 0F: 2 clusters Score -1443243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1434340.000000 Penalty: 4659.709961
	Iteration 0F: 3 clusters Score -1434340 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1437147.125000 Penalty: 4659.709961
	Iteration 1F: 3 clusters Score -1437147 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1437922.125000 Penalty: 4659.709961
	Iteration 2F: 3 clusters Score -1437922 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1438783.875000 Penalty: 4659.709961
	Iteration 3F: 3 clusters Score -1438784 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1439576.500000 Penalty: 4659.709961
	Iteration 4F: 3 clusters Score -1439576 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1440303.000000 Penalty: 4659.709961
	Iteration 5F: 3 clusters Score -1440303 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1440804.625000 Penalty: 4659.709961
	Iteration 6F: 3 clusters Score -1440805 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1441088.125000 Penalty: 4659.709961
	Iteration 7Q: 3 clusters Score -1441088 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1441250.625000 Penalty: 4659.709961
	Iteration 8Q: 3 clusters Score -1441251 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1441343.250000 Penalty: 4659.709961
	Iteration 9Q: 3 clusters Score -1441343 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1441396.250000 Penalty: 4659.709961
	Iteration 10Q: 3 clusters Score -1441396 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1441430.625000 Penalty: 4659.709961
	Iteration 11Q: 3 clusters Score -1441431 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1441450.750000 Penalty: 4659.709961
	Iteration 12Q: 3 clusters Score -1441451 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1441464.875000 Penalty: 4659.709961
	Iteration 13Q: 3 clusters Score -1441465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1441485.125000 Penalty: 4659.709961
	Iteration 14Q: 3 clusters Score -1441485 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1441503.375000 Penalty: 4659.709961
	Iteration 15Q: 3 clusters Score -1441503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1441512.750000 Penalty: 4659.709961
	Iteration 16Q: 3 clusters Score -1441513 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1441528.750000 Penalty: 4659.709961
	Iteration 17Q: 3 clusters Score -1441529 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1441536.000000 Penalty: 4659.709961
	Iteration 18Q: 3 clusters Score -1441536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1441547.625000 Penalty: 4659.709961
	Iteration 19Q: 3 clusters Score -1441548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1441547.500000 Penalty: 4659.709961
	Iteration 20F: 3 clusters Score -1441548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1441552.625000 Penalty: 4659.709961
	Iteration 21Q: 3 clusters Score -1441553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1441559.750000 Penalty: 4659.709961
	Iteration 22Q: 3 clusters Score -1441560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1441567.000000 Penalty: 4659.709961
	Iteration 23Q: 3 clusters Score -1441567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1441568.500000 Penalty: 4659.709961
	Iteration 24Q: 3 clusters Score -1441568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1441573.125000 Penalty: 4659.709961
	Iteration 25Q: 3 clusters Score -1441573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1441577.500000 Penalty: 4659.709961
	Iteration 26Q: 3 clusters Score -1441578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1441582.250000 Penalty: 4659.709961
	Iteration 27Q: 3 clusters Score -1441582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1441586.375000 Penalty: 4659.709961
	Iteration 28Q: 3 clusters Score -1441586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1441591.375000 Penalty: 4659.709961
	Iteration 29Q: 3 clusters Score -1441591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1441593.500000 Penalty: 4659.709961
	Iteration 30Q: 3 clusters Score -1441594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1441591.125000 Penalty: 4659.709961
	Iteration 31Q: 3 clusters Score -1441591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1441592.625000 Penalty: 4659.709961
	Iteration 32Q: 3 clusters Score -1441593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1441598.000000 Penalty: 4659.709961
	Iteration 33Q: 3 clusters Score -1441598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1441599.250000 Penalty: 4659.709961
	Iteration 34Q: 3 clusters Score -1441599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1441603.000000 Penalty: 4659.709961
	Iteration 35Q: 3 clusters Score -1441603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1441603.875000 Penalty: 4659.709961
	Iteration 36Q: 3 clusters Score -1441604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1441609.875000 Penalty: 4659.709961
	Iteration 37Q: 3 clusters Score -1441610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1441608.750000 Penalty: 4659.709961
	Iteration 38Q: 3 clusters Score -1441609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1441616.750000 Penalty: 4659.709961
	Iteration 39Q: 3 clusters Score -1441617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1441617.500000 Penalty: 4659.709961
	Iteration 40F: 3 clusters Score -1441618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1441620.625000 Penalty: 4659.709961
	Iteration 41Q: 3 clusters Score -1441621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1441621.625000 Penalty: 4659.709961
	Iteration 42Q: 3 clusters Score -1441622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1441624.750000 Penalty: 4659.709961
	Iteration 43Q: 3 clusters Score -1441625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1441624.500000 Penalty: 4659.709961
	Iteration 44Q: 3 clusters Score -1441624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1441626.250000 Penalty: 4659.709961
	Iteration 45Q: 3 clusters Score -1441626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1441630.250000 Penalty: 4659.709961
	Iteration 46Q: 3 clusters Score -1441630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1441633.875000 Penalty: 4659.709961
	Iteration 47Q: 3 clusters Score -1441634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1441637.125000 Penalty: 4659.709961
	Iteration 48Q: 3 clusters Score -1441637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1441638.250000 Penalty: 4659.709961
	Iteration 49Q: 3 clusters Score -1441638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1441640.500000 Penalty: 4659.709961
	Iteration 50Q: 3 clusters Score -1441640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1441642.000000 Penalty: 4659.709961
	Iteration 51Q: 3 clusters Score -1441642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1441642.750000 Penalty: 4659.709961
	Iteration 52Q: 3 clusters Score -1441643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1441647.750000 Penalty: 4659.709961
	Iteration 53Q: 3 clusters Score -1441648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1441647.875000 Penalty: 4659.709961
	Iteration 54Q: 3 clusters Score -1441648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1441646.250000 Penalty: 4659.709961
	Iteration 55Q: 3 clusters Score -1441646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1441648.250000 Penalty: 4659.709961
	Iteration 56Q: 3 clusters Score -1441648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1441650.250000 Penalty: 4659.709961
	Iteration 57Q: 3 clusters Score -1441650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1441653.375000 Penalty: 4659.709961
	Iteration 58Q: 3 clusters Score -1441653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1441655.125000 Penalty: 4659.709961
	Iteration 59Q: 3 clusters Score -1441655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1441654.750000 Penalty: 4659.709961
	Iteration 60F: 3 clusters Score -1441655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1441657.000000 Penalty: 4659.709961
	Iteration 61Q: 3 clusters Score -1441657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1441661.375000 Penalty: 4659.709961
	Iteration 62Q: 3 clusters Score -1441661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1441660.875000 Penalty: 4659.709961
	Iteration 63Q: 3 clusters Score -1441661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1441666.500000 Penalty: 4659.709961
	Iteration 64Q: 3 clusters Score -1441666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1441669.375000 Penalty: 4659.709961
	Iteration 65Q: 3 clusters Score -1441669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1441671.500000 Penalty: 4659.709961
	Iteration 66Q: 3 clusters Score -1441672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1441673.500000 Penalty: 4659.709961
	Iteration 67Q: 3 clusters Score -1441674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1441675.500000 Penalty: 4659.709961
	Iteration 68Q: 3 clusters Score -1441676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1441673.000000 Penalty: 4659.709961
	Iteration 69Q: 3 clusters Score -1441673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1441677.750000 Penalty: 4659.709961
	Iteration 70Q: 3 clusters Score -1441678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1441677.000000 Penalty: 4659.709961
	Iteration 71Q: 3 clusters Score -1441677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1441684.000000 Penalty: 4659.709961
	Iteration 72Q: 3 clusters Score -1441684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1441682.875000 Penalty: 4659.709961
	Iteration 73Q: 3 clusters Score -1441683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1441684.375000 Penalty: 4659.709961
	Iteration 74Q: 3 clusters Score -1441684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1441683.125000 Penalty: 4659.709961
	Iteration 75Q: 3 clusters Score -1441683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1441684.625000 Penalty: 4659.709961
	Iteration 76Q: 3 clusters Score -1441685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1441683.625000 Penalty: 4659.709961
	Iteration 77Q: 3 clusters Score -1441684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1441685.000000 Penalty: 4659.709961
	Iteration 78Q: 3 clusters Score -1441685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1441685.625000 Penalty: 4659.709961
	Iteration 79Q: 3 clusters Score -1441686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1441690.375000 Penalty: 4659.709961
	Iteration 80F: 3 clusters Score -1441690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1441691.000000 Penalty: 4659.709961
	Iteration 81Q: 3 clusters Score -1441691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1441693.375000 Penalty: 4659.709961
	Iteration 82Q: 3 clusters Score -1441693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1441694.125000 Penalty: 4659.709961
	Iteration 83Q: 3 clusters Score -1441694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1441697.500000 Penalty: 4659.709961
	Iteration 84Q: 3 clusters Score -1441698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1441696.500000 Penalty: 4659.709961
	Iteration 85Q: 3 clusters Score -1441696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1441699.125000 Penalty: 4659.709961
	Iteration 86Q: 3 clusters Score -1441699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1441700.375000 Penalty: 4659.709961
	Iteration 87Q: 3 clusters Score -1441700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1441700.500000 Penalty: 4659.709961
	Iteration 88Q: 3 clusters Score -1441700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1441700.750000 Penalty: 4659.709961
	Iteration 89Q: 3 clusters Score -1441701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1441700.750000 Penalty: 4659.709961
	Iteration 90F: 3 clusters Score -1441701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (40877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Entering Unmasked Estep 
Score: -5086016.000000 Penalty: 2633.343994
	Iteration 0F: 2 clusters Score -5086016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -5058331.000000 Penalty: 5266.687988
	Iteration 0F: 3 clusters Score -5058331 nChanged 18679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -5068999.000000 Penalty: 5266.687988
	Iteration 1F: 3 clusters Score -5068999 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -5070162.500000 Penalty: 5266.687988
	Iteration 2F: 3 clusters Score -5070162 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -5071699.000000 Penalty: 5266.687988
	Iteration 3F: 3 clusters Score -5071699 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -5073795.500000 Penalty: 5266.687988
	Iteration 4F: 3 clusters Score -5073796 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -5075766.000000 Penalty: 5266.687988
	Iteration 5F: 3 clusters Score -5075766 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -5077483.500000 Penalty: 5266.687988
	Iteration 6F: 3 clusters Score -5077484 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -5078759.500000 Penalty: 5266.687988
	Iteration 7F: 3 clusters Score -5078760 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -5079734.500000 Penalty: 5266.687988
	Iteration 8Q: 3 clusters Score -5079734 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -5080547.000000 Penalty: 5266.687988
	Iteration 9Q: 3 clusters Score -5080547 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -5081174.000000 Penalty: 5266.687988
	Iteration 10Q: 3 clusters Score -5081174 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -5081749.500000 Penalty: 5266.687988
	Iteration 11Q: 3 clusters Score -5081750 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5082226.000000 Penalty: 5266.687988
	Iteration 12Q: 3 clusters Score -5082226 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5082571.000000 Penalty: 5266.687988
	Iteration 13Q: 3 clusters Score -5082571 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5082853.500000 Penalty: 5266.687988
	Iteration 14Q: 3 clusters Score -5082854 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5083117.000000 Penalty: 5266.687988
	Iteration 15Q: 3 clusters Score -5083117 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5083278.000000 Penalty: 5266.687988
	Iteration 16Q: 3 clusters Score -5083278 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5083375.500000 Penalty: 5266.687988
	Iteration 17Q: 3 clusters Score -5083376 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5083451.500000 Penalty: 5266.687988
	Iteration 18Q: 3 clusters Score -5083452 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5083511.500000 Penalty: 5266.687988
	Iteration 19Q: 3 clusters Score -5083512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5083559.500000 Penalty: 5266.687988
	Iteration 20F: 3 clusters Score -5083560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5083593.000000 Penalty: 5266.687988
	Iteration 21Q: 3 clusters Score -5083593 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5083631.500000 Penalty: 5266.687988
	Iteration 22Q: 3 clusters Score -5083632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5083671.000000 Penalty: 5266.687988
	Iteration 23Q: 3 clusters Score -5083671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5083694.000000 Penalty: 5266.687988
	Iteration 24Q: 3 clusters Score -5083694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5083708.500000 Penalty: 5266.687988
	Iteration 25Q: 3 clusters Score -5083708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5083723.500000 Penalty: 5266.687988
	Iteration 26Q: 3 clusters Score -5083724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5083743.500000 Penalty: 5266.687988
	Iteration 27Q: 3 clusters Score -5083744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5083757.000000 Penalty: 5266.687988
	Iteration 28Q: 3 clusters Score -5083757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5083749.000000 Penalty: 5266.687988
	Iteration 29Q: 3 clusters Score -5083749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5083757.500000 Penalty: 5266.687988
	Iteration 30Q: 3 clusters Score -5083758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5083759.500000 Penalty: 5266.687988
	Iteration 31Q: 3 clusters Score -5083760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5083767.000000 Penalty: 5266.687988
	Iteration 32Q: 3 clusters Score -5083767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5083768.500000 Penalty: 5266.687988
	Iteration 33Q: 3 clusters Score -5083768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5083774.000000 Penalty: 5266.687988
	Iteration 34Q: 3 clusters Score -5083774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5083777.500000 Penalty: 5266.687988
	Iteration 35Q: 3 clusters Score -5083778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5083781.500000 Penalty: 5266.687988
	Iteration 36Q: 3 clusters Score -5083782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5083780.500000 Penalty: 5266.687988
	Iteration 37Q: 3 clusters Score -5083780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5083784.000000 Penalty: 5266.687988
	Iteration 38Q: 3 clusters Score -5083784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5083782.500000 Penalty: 5266.687988
	Iteration 39Q: 3 clusters Score -5083782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5083785.000000 Penalty: 5266.687988
	Iteration 40F: 3 clusters Score -5083785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5083791.500000 Penalty: 5266.687988
	Iteration 41Q: 3 clusters Score -5083792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5083787.000000 Penalty: 5266.687988
	Iteration 42Q: 3 clusters Score -5083787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5083789.500000 Penalty: 5266.687988
	Iteration 43Q: 3 clusters Score -5083790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5083792.500000 Penalty: 5266.687988
	Iteration 44Q: 3 clusters Score -5083792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5083792.500000 Penalty: 5266.687988
	Iteration 45F: 3 clusters Score -5083792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -54791.511719 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -54791.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53622.429688 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -53622.43 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54325.593750 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -54325.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -54773.125000 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -54773.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -54920.355469 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -54920.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -54993.656250 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -54993.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -55018.644531 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -55018.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -55018.644531 Penalty: 3067.337891
	Iteration 6F: 3 clusters Score -55018.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 9099 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2092 members 
Mstep: Class 41 contains 697 members 
Mstep: Class 42 contains 3524 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 2572 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 1931 members 
Mstep: Class 52 contains 11727 members 
Mstep: Class 53 contains 2118 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 335 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 3880 members 
Mstep: Class 64 contains 1802 members 
Mstep: Class 65 contains 849 members 
Mstep: Class 66 contains 4598 members 
Mstep: Class 67 contains 5323 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 2635 members 
Mstep: Class 70 contains 1482 members 
Mstep: Class 71 contains 417 members 
Mstep: Class 72 contains 2394 members 
Mstep: Class 73 contains 1958 members 
Mstep: Class 74 contains 3610 members 
Mstep: Class 75 contains 1163 members 
Mstep: Class 76 contains 14589 members 
Mstep: Class 77 contains 408 members 
Mstep: Class 78 contains 150 members 
Entering Unmasked Estep 
Score: -154498592.000000 Penalty: 272517.312500
Splitting cluster 58 changes total score from -154498592.000000 to -154498592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -106705.414062 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -106705.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104734.578125 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -104734.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -105074.773438 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -105074.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105188.250000 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -105188.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -105257.289062 Penalty: 3463.500000
	Iteration 3Q: 3 clusters Score -105257.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -105323.882812 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -105323.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -105396.531250 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -105396.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105432.789062 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -105432.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105462.234375 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -105462.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105497.851562 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -105497.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105529.523438 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -105529.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105542.640625 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -105542.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105560.851562 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -105560.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105573.210938 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -105573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105584.234375 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -105584.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105605.015625 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -105605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -105628.507812 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -105628.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105649.054688 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -105649.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105681.500000 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -105681.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105713.390625 Penalty: 3463.500000
	Iteration 18Q: 3 clusters Score -105713.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105757.500000 Penalty: 3463.500000
	Iteration 19Q: 3 clusters Score -105757.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105785.625000 Penalty: 3463.500000
	Iteration 20F: 3 clusters Score -105785.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105825.859375 Penalty: 3463.500000
	Iteration 21Q: 3 clusters Score -105825.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105850.015625 Penalty: 3463.500000
	Iteration 22Q: 3 clusters Score -105850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -105892.921875 Penalty: 3463.500000
	Iteration 23Q: 3 clusters Score -105892.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -105936.812500 Penalty: 3463.500000
	Iteration 24Q: 3 clusters Score -105936.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105973.812500 Penalty: 3463.500000
	Iteration 25Q: 3 clusters Score -105973.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -106028.484375 Penalty: 3463.500000
	Iteration 26Q: 3 clusters Score -106028.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -106106.445312 Penalty: 3463.500000
	Iteration 27Q: 3 clusters Score -106106.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -106154.546875 Penalty: 3463.500000
	Iteration 28Q: 3 clusters Score -106154.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -106186.531250 Penalty: 3463.500000
	Iteration 29Q: 3 clusters Score -106186.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -106212.515625 Penalty: 3463.500000
	Iteration 30Q: 3 clusters Score -106212.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -106239.484375 Penalty: 3463.500000
	Iteration 31Q: 3 clusters Score -106239.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -106255.859375 Penalty: 3463.500000
	Iteration 32Q: 3 clusters Score -106255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -106261.507812 Penalty: 3463.500000
	Iteration 33Q: 3 clusters Score -106261.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106267.125000 Penalty: 3463.500000
	Iteration 34Q: 3 clusters Score -106267.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106274.859375 Penalty: 3463.500000
	Iteration 35Q: 3 clusters Score -106274.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -106285.500000 Penalty: 3463.500000
	Iteration 36Q: 3 clusters Score -106285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -106293.679688 Penalty: 3463.500000
	Iteration 37Q: 3 clusters Score -106293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106297.906250 Penalty: 3463.500000
	Iteration 38Q: 3 clusters Score -106297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106300.296875 Penalty: 3463.500000
	Iteration 39Q: 3 clusters Score -106300.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -106310.437500 Penalty: 3463.500000
	Iteration 40F: 3 clusters Score -106310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -106313.539062 Penalty: 3463.500000
	Iteration 41Q: 3 clusters Score -106313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106314.968750 Penalty: 3463.500000
	Iteration 42Q: 3 clusters Score -106315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106317.296875 Penalty: 3463.500000
	Iteration 43Q: 3 clusters Score -106317.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106317.296875 Penalty: 3463.500000
	Iteration 44F: 3 clusters Score -106317.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Entering Unmasked Estep 
Score: -683512.000000 Penalty: 2143.799805
	Iteration 0F: 2 clusters Score -683512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -678651.625000 Penalty: 4287.599609
	Iteration 0F: 3 clusters Score -678651.6 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -679817.000000 Penalty: 4287.599609
	Iteration 1F: 3 clusters Score -679817 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -680078.250000 Penalty: 4287.599609
	Iteration 2F: 3 clusters Score -680078.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -680273.562500 Penalty: 4287.599609
	Iteration 3F: 3 clusters Score -680273.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -680461.062500 Penalty: 4287.599609
	Iteration 4Q: 3 clusters Score -680461.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -680656.500000 Penalty: 4287.599609
	Iteration 5Q: 3 clusters Score -680656.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -680854.812500 Penalty: 4287.599609
	Iteration 6Q: 3 clusters Score -680854.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -681018.375000 Penalty: 4287.599609
	Iteration 7Q: 3 clusters Score -681018.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -681143.500000 Penalty: 4287.599609
	Iteration 8Q: 3 clusters Score -681143.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -681240.437500 Penalty: 4287.599609
	Iteration 9Q: 3 clusters Score -681240.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -681310.500000 Penalty: 4287.599609
	Iteration 10Q: 3 clusters Score -681310.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -681373.562500 Penalty: 4287.599609
	Iteration 11Q: 3 clusters Score -681373.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -681432.562500 Penalty: 4287.599609
	Iteration 12Q: 3 clusters Score -681432.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -681475.625000 Penalty: 4287.599609
	Iteration 13Q: 3 clusters Score -681475.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -681502.312500 Penalty: 4287.599609
	Iteration 14Q: 3 clusters Score -681502.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -681522.562500 Penalty: 4287.599609
	Iteration 15Q: 3 clusters Score -681522.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -681542.375000 Penalty: 4287.599609
	Iteration 16Q: 3 clusters Score -681542.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -681561.312500 Penalty: 4287.599609
	Iteration 17Q: 3 clusters Score -681561.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -681578.937500 Penalty: 4287.599609
	Iteration 18Q: 3 clusters Score -681578.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -681586.437500 Penalty: 4287.599609
	Iteration 19Q: 3 clusters Score -681586.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -681592.187500 Penalty: 4287.599609
	Iteration 20F: 3 clusters Score -681592.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -681596.375000 Penalty: 4287.599609
	Iteration 21Q: 3 clusters Score -681596.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -681598.187500 Penalty: 4287.599609
	Iteration 22Q: 3 clusters Score -681598.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -681600.625000 Penalty: 4287.599609
	Iteration 23Q: 3 clusters Score -681600.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -681604.000000 Penalty: 4287.599609
	Iteration 24Q: 3 clusters Score -681604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -681605.437500 Penalty: 4287.599609
	Iteration 25Q: 3 clusters Score -681605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -681607.437500 Penalty: 4287.599609
	Iteration 26Q: 3 clusters Score -681607.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -681606.312500 Penalty: 4287.599609
	Iteration 27Q: 3 clusters Score -681606.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -681606.875000 Penalty: 4287.599609
	Iteration 28Q: 3 clusters Score -681606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -681608.187500 Penalty: 4287.599609
	Iteration 29Q: 3 clusters Score -681608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -681608.000000 Penalty: 4287.599609
	Iteration 30Q: 3 clusters Score -681608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -681607.250000 Penalty: 4287.599609
	Iteration 31Q: 3 clusters Score -681607.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -681607.500000 Penalty: 4287.599609
	Iteration 32Q: 3 clusters Score -681607.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -681607.500000 Penalty: 4287.599609
	Iteration 33F: 3 clusters Score -681607.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (31369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Entering Unmasked Estep 
Score: -3812922.750000 Penalty: 2567.686768
	Iteration 0F: 2 clusters Score -3812923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3791525.250000 Penalty: 5135.373535
	Iteration 0F: 3 clusters Score -3791525 nChanged 14206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3799061.750000 Penalty: 5135.373535
	Iteration 1F: 3 clusters Score -3799062 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3799522.250000 Penalty: 5135.373535
	Iteration 2Q: 3 clusters Score -3799522 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -3799992.250000 Penalty: 5135.373535
	Iteration 3Q: 3 clusters Score -3799992 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3800581.250000 Penalty: 5135.373535
	Iteration 4Q: 3 clusters Score -3800581 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -3801315.000000 Penalty: 5135.373535
	Iteration 5Q: 3 clusters Score -3801315 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3802082.500000 Penalty: 5135.373535
	Iteration 6Q: 3 clusters Score -3802082 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3802945.250000 Penalty: 5135.373535
	Iteration 7Q: 3 clusters Score -3802945 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3803926.250000 Penalty: 5135.373535
	Iteration 8F: 3 clusters Score -3803926 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3805092.500000 Penalty: 5135.373535
	Iteration 9F: 3 clusters Score -3805092 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3806421.750000 Penalty: 5135.373535
	Iteration 10F: 3 clusters Score -3806422 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3807765.250000 Penalty: 5135.373535
	Iteration 11F: 3 clusters Score -3807765 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3808955.000000 Penalty: 5135.373535
	Iteration 12Q: 3 clusters Score -3808955 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -3809737.000000 Penalty: 5135.373535
	Iteration 13Q: 3 clusters Score -3809737 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -3810185.250000 Penalty: 5135.373535
	Iteration 14Q: 3 clusters Score -3810185 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -3810430.750000 Penalty: 5135.373535
	Iteration 15Q: 3 clusters Score -3810431 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -3810538.500000 Penalty: 5135.373535
	Iteration 16Q: 3 clusters Score -3810538 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -3810635.250000 Penalty: 5135.373535
	Iteration 17Q: 3 clusters Score -3810635 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -3810693.000000 Penalty: 5135.373535
	Iteration 18Q: 3 clusters Score -3810693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -3810737.500000 Penalty: 5135.373535
	Iteration 19Q: 3 clusters Score -3810738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -3810756.500000 Penalty: 5135.373535
	Iteration 20F: 3 clusters Score -3810756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -3810779.500000 Penalty: 5135.373535
	Iteration 21Q: 3 clusters Score -3810780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -3810796.250000 Penalty: 5135.373535
	Iteration 22Q: 3 clusters Score -3810796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3810812.250000 Penalty: 5135.373535
	Iteration 23Q: 3 clusters Score -3810812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -3810828.000000 Penalty: 5135.373535
	Iteration 24Q: 3 clusters Score -3810828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -3810837.500000 Penalty: 5135.373535
	Iteration 25Q: 3 clusters Score -3810838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -3810845.250000 Penalty: 5135.373535
	Iteration 26Q: 3 clusters Score -3810845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -3810851.500000 Penalty: 5135.373535
	Iteration 27Q: 3 clusters Score -3810852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3810850.750000 Penalty: 5135.373535
	Iteration 28Q: 3 clusters Score -3810851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -3810854.000000 Penalty: 5135.373535
	Iteration 29Q: 3 clusters Score -3810854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -3810858.250000 Penalty: 5135.373535
	Iteration 30Q: 3 clusters Score -3810858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -3810863.250000 Penalty: 5135.373535
	Iteration 31Q: 3 clusters Score -3810863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -3810864.000000 Penalty: 5135.373535
	Iteration 32Q: 3 clusters Score -3810864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -3810863.500000 Penalty: 5135.373535
	Iteration 33Q: 3 clusters Score -3810864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3810864.750000 Penalty: 5135.373535
	Iteration 34Q: 3 clusters Score -3810865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -3810864.250000 Penalty: 5135.373535
	Iteration 35Q: 3 clusters Score -3810864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -3810866.750000 Penalty: 5135.373535
	Iteration 36Q: 3 clusters Score -3810867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -3810869.750000 Penalty: 5135.373535
	Iteration 37Q: 3 clusters Score -3810870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -3810869.750000 Penalty: 5135.373535
	Iteration 38F: 3 clusters Score -3810870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 234749 members 
Mstep: Class 3 contains 90848 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 76696 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 10878 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 5526 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 95588 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 5592 members 
Mstep: Class 23 contains 97994 members 
Mstep: Class 24 contains 1139 members 
Mstep: Class 25 contains 22401 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 9099 members 
Mstep: Class 31 contains 38086 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8752 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22276 members 
Mstep: Class 36 contains 708 members 
Mstep: Class 37 contains 2457 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2092 members 
Mstep: Class 41 contains 697 members 
Mstep: Class 42 contains 3524 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 31554 members 
Mstep: Class 45 contains 2572 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2239 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4448 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 1931 members 
Mstep: Class 52 contains 11727 members 
Mstep: Class 53 contains 2118 members 
Mstep: Class 54 contains 10339 members 
Mstep: Class 55 contains 10159 members 
Mstep: Class 56 contains 12023 members 
Mstep: Class 57 contains 40877 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 1078 members 
Mstep: Class 60 contains 5678 members 
Mstep: Class 61 contains 31369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154507712.000000 Penalty: 269023.500000
Iteration 119Q: 78 clusters Score -1.545077e+08 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 234727 members 
Mstep: Class 3 contains 90846 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 19737 members 
Mstep: Class 6 contains 76975 members 
Mstep: Class 7 contains 1716 members 
Mstep: Class 8 contains 10873 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 7323 members 
Mstep: Class 12 contains 95599 members 
Mstep: Class 13 contains 4395 members 
Mstep: Class 14 contains 8195 members 
Mstep: Class 15 contains 136398 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 15515 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 7907 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 5589 members 
Mstep: Class 23 contains 98208 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 22665 members 
Mstep: Class 26 contains 7657 members 
Mstep: Class 27 contains 8575 members 
Mstep: Class 28 contains 5529 members 
Mstep: Class 29 contains 7791 members 
Mstep: Class 30 contains 9251 members 
Mstep: Class 31 contains 38336 members 
Mstep: Class 32 contains 17264 members 
Mstep: Class 33 contains 8754 members 
Mstep: Class 34 contains 15740 members 
Mstep: Class 35 contains 22273 members 
Mstep: Class 36 contains 812 members 
Mstep: Class 37 contains 2838 members 
Mstep: Class 38 contains 9802 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2149 members 
Mstep: Class 41 contains 706 members 
Mstep: Class 42 contains 3499 members 
Mstep: Class 43 contains 2422 members 
Mstep: Class 44 contains 31585 members 
Mstep: Class 45 contains 2568 members 
Mstep: Class 46 contains 2016 members 
Mstep: Class 47 contains 2241 members 
Mstep: Class 48 contains 2340 members 
Mstep: Class 49 contains 4421 members 
Mstep: Class 50 contains 6583 members 
Mstep: Class 51 contains 2027 members 
Mstep: Class 52 contains 12102 members 
Mstep: Class 53 contains 2214 members 
Mstep: Class 54 contains 10096 members 
Mstep: Class 55 contains 10281 members 
Mstep: Class 56 contains 12031 members 
Mstep: Class 57 contains 40884 members 
Mstep: Class 58 contains 477 members 
Mstep: Class 59 contains 1066 members 
Mstep: Class 60 contains 5708 members 
Mstep: Class 61 contains 31376 members 
Mstep: Class 62 contains 15522 members 
Mstep: Class 63 contains 3867 members 
Mstep: Class 64 contains 1781 members 
Mstep: Class 65 contains 843 members 
Mstep: Class 66 contains 4583 members 
Mstep: Class 67 contains 5249 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 2748 members 
Mstep: Class 70 contains 1449 members 
Mstep: Class 71 contains 405 members 
Mstep: Class 72 contains 2375 members 
Mstep: Class 73 contains 1975 members 
Mstep: Class 74 contains 3400 members 
Mstep: Class 75 contains 1161 members 
Mstep: Class 76 contains 13749 members 
Mstep: Class 77 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154515616.000000 Penalty: 269023.500000
Iteration 120F: 78 clusters Score -1.545156e+08 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 234663 members 
Mstep: Class 3 contains 90837 members 
Mstep: Class 4 contains 4642 members 
Mstep: Class 5 contains 19695 members 
Mstep: Class 6 contains 76893 members 
Mstep: Class 7 contains 1543 members 
Mstep: Class 8 contains 10889 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 7318 members 
Mstep: Class 12 contains 95587 members 
Mstep: Class 13 contains 4395 members 
Mstep: Class 14 contains 8126 members 
Mstep: Class 15 contains 136294 members 
Mstep: Class 16 contains 5112 members 
Mstep: Class 17 contains 15512 members 
Mstep: Class 18 contains 2161 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 7847 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 98217 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 22601 members 
Mstep: Class 26 contains 7525 members 
Mstep: Class 27 contains 8625 members 
Mstep: Class 28 contains 5463 members 
Mstep: Class 29 contains 7589 members 
Mstep: Class 30 contains 9332 members 
Mstep: Class 31 contains 38447 members 
Mstep: Class 32 contains 17246 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 15562 members 
Mstep: Class 35 contains 22253 members 
Mstep: Class 36 contains 874 members 
Mstep: Class 37 contains 3056 members 
Mstep: Class 38 contains 9800 members 
Mstep: Class 39 contains 1438 members 
Mstep: Class 40 contains 2187 members 
Mstep: Class 41 contains 692 members 
Mstep: Class 42 contains 3466 members 
Mstep: Class 43 contains 2390 members 
Mstep: Class 44 contains 31589 members 
Mstep: Class 45 contains 2544 members 
Mstep: Class 46 contains 2016 members 
Mstep: Class 47 contains 2241 members 
Mstep: Class 48 contains 2698 members 
Mstep: Class 49 contains 4410 members 
Mstep: Class 50 contains 6592 members 
Mstep: Class 51 contains 2028 members 
Mstep: Class 52 contains 12230 members 
Mstep: Class 53 contains 2257 members 
Mstep: Class 54 contains 9874 members 
Mstep: Class 55 contains 10337 members 
Mstep: Class 56 contains 11856 members 
Mstep: Class 57 contains 40859 members 
Mstep: Class 58 contains 468 members 
Mstep: Class 59 contains 1035 members 
Mstep: Class 60 contains 5700 members 
Mstep: Class 61 contains 31373 members 
Mstep: Class 62 contains 15604 members 
Mstep: Class 63 contains 3866 members 
Mstep: Class 64 contains 1790 members 
Mstep: Class 65 contains 914 members 
Mstep: Class 66 contains 4626 members 
Mstep: Class 67 contains 6160 members 
Mstep: Class 68 contains 487 members 
Mstep: Class 69 contains 2791 members 
Mstep: Class 70 contains 1510 members 
Mstep: Class 71 contains 451 members 
Mstep: Class 72 contains 2367 members 
Mstep: Class 73 contains 2009 members 
Mstep: Class 74 contains 3511 members 
Mstep: Class 75 contains 1166 members 
Mstep: Class 76 contains 13520 members 
Mstep: Class 77 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154520304.000000 Penalty: 269023.500000
Iteration 121Q: 78 clusters Score -1.545203e+08 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 234575 members 
Mstep: Class 3 contains 90821 members 
Mstep: Class 4 contains 4557 members 
Mstep: Class 5 contains 19655 members 
Mstep: Class 6 contains 76925 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 10908 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 7314 members 
Mstep: Class 12 contains 95570 members 
Mstep: Class 13 contains 4395 members 
Mstep: Class 14 contains 8085 members 
Mstep: Class 15 contains 136199 members 
Mstep: Class 16 contains 5110 members 
Mstep: Class 17 contains 15510 members 
Mstep: Class 18 contains 2161 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 7804 members 
Mstep: Class 21 contains 3110 members 
Mstep: Class 22 contains 5571 members 
Mstep: Class 23 contains 98201 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 22566 members 
Mstep: Class 26 contains 7424 members 
Mstep: Class 27 contains 8650 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 7445 members 
Mstep: Class 30 contains 9420 members 
Mstep: Class 31 contains 38559 members 
Mstep: Class 32 contains 17246 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 15414 members 
Mstep: Class 35 contains 22237 members 
Mstep: Class 36 contains 886 members 
Mstep: Class 37 contains 3206 members 
Mstep: Class 38 contains 9782 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 2192 members 
Mstep: Class 41 contains 687 members 
Mstep: Class 42 contains 3451 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 31593 members 
Mstep: Class 45 contains 2542 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 2957 members 
Mstep: Class 49 contains 4406 members 
Mstep: Class 50 contains 6612 members 
Mstep: Class 51 contains 2047 members 
Mstep: Class 52 contains 12388 members 
Mstep: Class 53 contains 2298 members 
Mstep: Class 54 contains 9719 members 
Mstep: Class 55 contains 10390 members 
Mstep: Class 56 contains 11726 members 
Mstep: Class 57 contains 40836 members 
Mstep: Class 58 contains 461 members 
Mstep: Class 59 contains 1037 members 
Mstep: Class 60 contains 5714 members 
Mstep: Class 61 contains 31372 members 
Mstep: Class 62 contains 15596 members 
Mstep: Class 63 contains 3868 members 
Mstep: Class 64 contains 1791 members 
Mstep: Class 65 contains 940 members 
Mstep: Class 66 contains 4666 members 
Mstep: Class 67 contains 6821 members 
Mstep: Class 68 contains 494 members 
Mstep: Class 69 contains 2785 members 
Mstep: Class 70 contains 1555 members 
Mstep: Class 71 contains 476 members 
Mstep: Class 72 contains 2362 members 
Mstep: Class 73 contains 2032 members 
Mstep: Class 74 contains 3536 members 
Mstep: Class 75 contains 1172 members 
Mstep: Class 76 contains 13331 members 
Mstep: Class 77 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154522336.000000 Penalty: 269023.500000
Iteration 122Q: 78 clusters Score -1.545223e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 234508 members 
Mstep: Class 3 contains 90817 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 19626 members 
Mstep: Class 6 contains 76953 members 
Mstep: Class 7 contains 1320 members 
Mstep: Class 8 contains 10919 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 95558 members 
Mstep: Class 13 contains 4395 members 
Mstep: Class 14 contains 8059 members 
Mstep: Class 15 contains 136117 members 
Mstep: Class 16 contains 5114 members 
Mstep: Class 17 contains 15523 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 7771 members 
Mstep: Class 21 contains 3110 members 
Mstep: Class 22 contains 5562 members 
Mstep: Class 23 contains 98180 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 22531 members 
Mstep: Class 26 contains 7347 members 
Mstep: Class 27 contains 8652 members 
Mstep: Class 28 contains 5431 members 
Mstep: Class 29 contains 7325 members 
Mstep: Class 30 contains 9535 members 
Mstep: Class 31 contains 38653 members 
Mstep: Class 32 contains 17247 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 15273 members 
Mstep: Class 35 contains 22211 members 
Mstep: Class 36 contains 888 members 
Mstep: Class 37 contains 3299 members 
Mstep: Class 38 contains 9775 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 2199 members 
Mstep: Class 41 contains 689 members 
Mstep: Class 42 contains 3442 members 
Mstep: Class 43 contains 2335 members 
Mstep: Class 44 contains 31592 members 
Mstep: Class 45 contains 2538 members 
Mstep: Class 46 contains 2017 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 3172 members 
Mstep: Class 49 contains 4397 members 
Mstep: Class 50 contains 6631 members 
Mstep: Class 51 contains 2068 members 
Mstep: Class 52 contains 12565 members 
Mstep: Class 53 contains 2313 members 
Mstep: Class 54 contains 9598 members 
Mstep: Class 55 contains 10418 members 
Mstep: Class 56 contains 11615 members 
Mstep: Class 57 contains 40809 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 1049 members 
Mstep: Class 60 contains 5721 members 
Mstep: Class 61 contains 31366 members 
Mstep: Class 62 contains 15601 members 
Mstep: Class 63 contains 3868 members 
Mstep: Class 64 contains 1787 members 
Mstep: Class 65 contains 956 members 
Mstep: Class 66 contains 4725 members 
Mstep: Class 67 contains 7329 members 
Mstep: Class 68 contains 495 members 
Mstep: Class 69 contains 2746 members 
Mstep: Class 70 contains 1581 members 
Mstep: Class 71 contains 496 members 
Mstep: Class 72 contains 2361 members 
Mstep: Class 73 contains 2058 members 
Mstep: Class 74 contains 3536 members 
Mstep: Class 75 contains 1178 members 
Mstep: Class 76 contains 13202 members 
Mstep: Class 77 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154523488.000000 Penalty: 269023.500000
Iteration 123Q: 78 clusters Score -1.545235e+08 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 234473 members 
Mstep: Class 3 contains 90818 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 19604 members 
Mstep: Class 6 contains 76984 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 10931 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 7282 members 
Mstep: Class 12 contains 95556 members 
Mstep: Class 13 contains 4396 members 
Mstep: Class 14 contains 8043 members 
Mstep: Class 15 contains 136038 members 
Mstep: Class 16 contains 5119 members 
Mstep: Class 17 contains 15534 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 7752 members 
Mstep: Class 21 contains 3113 members 
Mstep: Class 22 contains 5553 members 
Mstep: Class 23 contains 98160 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 22501 members 
Mstep: Class 26 contains 7289 members 
Mstep: Class 27 contains 8639 members 
Mstep: Class 28 contains 5431 members 
Mstep: Class 29 contains 7238 members 
Mstep: Class 30 contains 9623 members 
Mstep: Class 31 contains 38746 members 
Mstep: Class 32 contains 17243 members 
Mstep: Class 33 contains 8750 members 
Mstep: Class 34 contains 15114 members 
Mstep: Class 35 contains 22188 members 
Mstep: Class 36 contains 888 members 
Mstep: Class 37 contains 3344 members 
Mstep: Class 38 contains 9770 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2210 members 
Mstep: Class 41 contains 688 members 
Mstep: Class 42 contains 3440 members 
Mstep: Class 43 contains 2312 members 
Mstep: Class 44 contains 31586 members 
Mstep: Class 45 contains 2541 members 
Mstep: Class 46 contains 2017 members 
Mstep: Class 47 contains 2245 members 
Mstep: Class 48 contains 3331 members 
Mstep: Class 49 contains 4398 members 
Mstep: Class 50 contains 6642 members 
Mstep: Class 51 contains 2067 members 
Mstep: Class 52 contains 12756 members 
Mstep: Class 53 contains 2333 members 
Mstep: Class 54 contains 9504 members 
Mstep: Class 55 contains 10437 members 
Mstep: Class 56 contains 11549 members 
Mstep: Class 57 contains 40788 members 
Mstep: Class 58 contains 456 members 
Mstep: Class 59 contains 1076 members 
Mstep: Class 60 contains 5731 members 
Mstep: Class 61 contains 31360 members 
Mstep: Class 62 contains 15597 members 
Mstep: Class 63 contains 3866 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 971 members 
Mstep: Class 66 contains 4782 members 
Mstep: Class 67 contains 7766 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2716 members 
Mstep: Class 70 contains 1617 members 
Mstep: Class 71 contains 513 members 
Mstep: Class 72 contains 2355 members 
Mstep: Class 73 contains 2075 members 
Mstep: Class 74 contains 3529 members 
Mstep: Class 75 contains 1183 members 
Mstep: Class 76 contains 13102 members 
Mstep: Class 77 contains 405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524224.000000 Penalty: 269023.500000
Iteration 124Q: 78 clusters Score -1.545242e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 234445 members 
Mstep: Class 3 contains 90817 members 
Mstep: Class 4 contains 4384 members 
Mstep: Class 5 contains 19586 members 
Mstep: Class 6 contains 77005 members 
Mstep: Class 7 contains 1187 members 
Mstep: Class 8 contains 10936 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 5551 members 
Mstep: Class 11 contains 7271 members 
Mstep: Class 12 contains 95556 members 
Mstep: Class 13 contains 4396 members 
Mstep: Class 14 contains 8024 members 
Mstep: Class 15 contains 135993 members 
Mstep: Class 16 contains 5118 members 
Mstep: Class 17 contains 15552 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 20 contains 7730 members 
Mstep: Class 21 contains 3116 members 
Mstep: Class 22 contains 5543 members 
Mstep: Class 23 contains 98139 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 22455 members 
Mstep: Class 26 contains 7226 members 
Mstep: Class 27 contains 8601 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 7173 members 
Mstep: Class 30 contains 9724 members 
Mstep: Class 31 contains 38799 members 
Mstep: Class 32 contains 17250 members 
Mstep: Class 33 contains 8744 members 
Mstep: Class 34 contains 14963 members 
Mstep: Class 35 contains 22168 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 9763 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 2214 members 
Mstep: Class 41 contains 686 members 
Mstep: Class 42 contains 3442 members 
Mstep: Class 43 contains 2288 members 
Mstep: Class 44 contains 31587 members 
Mstep: Class 45 contains 2536 members 
Mstep: Class 46 contains 2016 members 
Mstep: Class 47 contains 2245 members 
Mstep: Class 48 contains 3488 members 
Mstep: Class 49 contains 4397 members 
Mstep: Class 50 contains 6641 members 
Mstep: Class 51 contains 2070 members 
Mstep: Class 52 contains 12937 members 
Mstep: Class 53 contains 2339 members 
Mstep: Class 54 contains 9397 members 
Mstep: Class 55 contains 10464 members 
Mstep: Class 56 contains 11465 members 
Mstep: Class 57 contains 40761 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 1096 members 
Mstep: Class 60 contains 5732 members 
Mstep: Class 61 contains 31360 members 
Mstep: Class 62 contains 15591 members 
Mstep: Class 63 contains 3867 members 
Mstep: Class 64 contains 1785 members 
Mstep: Class 65 contains 976 members 
Mstep: Class 66 contains 4857 members 
Mstep: Class 67 contains 8194 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2701 members 
Mstep: Class 70 contains 1646 members 
Mstep: Class 71 contains 527 members 
Mstep: Class 72 contains 2351 members 
Mstep: Class 73 contains 2094 members 
Mstep: Class 74 contains 3497 members 
Mstep: Class 75 contains 1191 members 
Mstep: Class 76 contains 13018 members 
Mstep: Class 77 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154524672.000000 Penalty: 269023.500000
Iteration 125Q: 78 clusters Score -1.545247e+08 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 234426 members 
Mstep: Class 3 contains 90817 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 19581 members 
Mstep: Class 6 contains 77052 members 
Mstep: Class 7 contains 1141 members 
Mstep: Class 8 contains 10942 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 5563 members 
Mstep: Class 11 contains 7267 members 
Mstep: Class 12 contains 95559 members 
Mstep: Class 13 contains 4397 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 135940 members 
Mstep: Class 16 contains 5119 members 
Mstep: Class 17 contains 15565 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 20 contains 7712 members 
Mstep: Class 21 contains 3116 members 
Mstep: Class 22 contains 5534 members 
Mstep: Class 23 contains 98139 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 22385 members 
Mstep: Class 26 contains 7178 members 
Mstep: Class 27 contains 8555 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 7114 members 
Mstep: Class 30 contains 9796 members 
Mstep: Class 31 contains 38840 members 
Mstep: Class 32 contains 17260 members 
Mstep: Class 33 contains 8741 members 
Mstep: Class 34 contains 14823 members 
Mstep: Class 35 contains 22145 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 3419 members 
Mstep: Class 38 contains 9764 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 2220 members 
Mstep: Class 41 contains 681 members 
Mstep: Class 42 contains 3440 members 
Mstep: Class 43 contains 2265 members 
Mstep: Class 44 contains 31582 members 
Mstep: Class 45 contains 2534 members 
Mstep: Class 46 contains 2016 members 
Mstep: Class 47 contains 2244 members 
Mstep: Class 48 contains 3609 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6643 members 
Mstep: Class 51 contains 2075 members 
Mstep: Class 52 contains 13099 members 
Mstep: Class 53 contains 2354 members 
Mstep: Class 54 contains 9331 members 
Mstep: Class 55 contains 10479 members 
Mstep: Class 56 contains 11388 members 
Mstep: Class 57 contains 40734 members 
Mstep: Class 58 contains 456 members 
Mstep: Class 59 contains 1116 members 
Mstep: Class 60 contains 5736 members 
Mstep: Class 61 contains 31364 members 
Mstep: Class 62 contains 15606 members 
Mstep: Class 63 contains 3867 members 
Mstep: Class 64 contains 1786 members 
Mstep: Class 65 contains 977 members 
Mstep: Class 66 contains 4931 members 
Mstep: Class 67 contains 8585 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2683 members 
Mstep: Class 70 contains 1661 members 
Mstep: Class 71 contains 538 members 
Mstep: Class 72 contains 2349 members 
Mstep: Class 73 contains 2108 members 
Mstep: Class 74 contains 3474 members 
Mstep: Class 75 contains 1203 members 
Mstep: Class 76 contains 12946 members 
Mstep: Class 77 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525136.000000 Penalty: 269023.500000
Iteration 126Q: 78 clusters Score -1.545251e+08 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 234411 members 
Mstep: Class 3 contains 90817 members 
Mstep: Class 4 contains 4306 members 
Mstep: Class 5 contains 19561 members 
Mstep: Class 6 contains 77124 members 
Mstep: Class 7 contains 1108 members 
Mstep: Class 8 contains 10936 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 5570 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 95563 members 
Mstep: Class 13 contains 4398 members 
Mstep: Class 14 contains 8008 members 
Mstep: Class 15 contains 135888 members 
Mstep: Class 16 contains 5123 members 
Mstep: Class 17 contains 15569 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 7703 members 
Mstep: Class 21 contains 3116 members 
Mstep: Class 22 contains 5528 members 
Mstep: Class 23 contains 98125 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 22344 members 
Mstep: Class 26 contains 7124 members 
Mstep: Class 27 contains 8510 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 7058 members 
Mstep: Class 30 contains 9859 members 
Mstep: Class 31 contains 38866 members 
Mstep: Class 32 contains 17264 members 
Mstep: Class 33 contains 8739 members 
Mstep: Class 34 contains 14690 members 
Mstep: Class 35 contains 22121 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 3458 members 
Mstep: Class 38 contains 9758 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 2227 members 
Mstep: Class 41 contains 678 members 
Mstep: Class 42 contains 3440 members 
Mstep: Class 43 contains 2256 members 
Mstep: Class 44 contains 31588 members 
Mstep: Class 45 contains 2531 members 
Mstep: Class 46 contains 2019 members 
Mstep: Class 47 contains 2245 members 
Mstep: Class 48 contains 3707 members 
Mstep: Class 49 contains 4397 members 
Mstep: Class 50 contains 6649 members 
Mstep: Class 51 contains 2079 members 
Mstep: Class 52 contains 13259 members 
Mstep: Class 53 contains 2363 members 
Mstep: Class 54 contains 9277 members 
Mstep: Class 55 contains 10486 members 
Mstep: Class 56 contains 11321 members 
Mstep: Class 57 contains 40713 members 
Mstep: Class 58 contains 456 members 
Mstep: Class 59 contains 1127 members 
Mstep: Class 60 contains 5736 members 
Mstep: Class 61 contains 31363 members 
Mstep: Class 62 contains 15625 members 
Mstep: Class 63 contains 3866 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 980 members 
Mstep: Class 66 contains 4992 members 
Mstep: Class 67 contains 8920 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2662 members 
Mstep: Class 70 contains 1674 members 
Mstep: Class 71 contains 550 members 
Mstep: Class 72 contains 2347 members 
Mstep: Class 73 contains 2115 members 
Mstep: Class 74 contains 3457 members 
Mstep: Class 75 contains 1218 members 
Mstep: Class 76 contains 12884 members 
Mstep: Class 77 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154525856.000000 Penalty: 269023.500000
Iteration 127Q: 78 clusters Score -1.545259e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 234387 members 
Mstep: Class 3 contains 90810 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 5 contains 19533 members 
Mstep: Class 6 contains 77199 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 10940 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 11 contains 7258 members 
Mstep: Class 12 contains 95553 members 
Mstep: Class 13 contains 4400 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 135854 members 
Mstep: Class 16 contains 5124 members 
Mstep: Class 17 contains 15579 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 20 contains 7693 members 
Mstep: Class 21 contains 3118 members 
Mstep: Class 22 contains 5527 members 
Mstep: Class 23 contains 98118 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 22302 members 
Mstep: Class 26 contains 7072 members 
Mstep: Class 27 contains 8478 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 7018 members 
Mstep: Class 30 contains 9926 members 
Mstep: Class 31 contains 38903 members 
Mstep: Class 32 contains 17265 members 
Mstep: Class 33 contains 8734 members 
Mstep: Class 34 contains 14564 members 
Mstep: Class 35 contains 22102 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 3489 members 
Mstep: Class 38 contains 9747 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3442 members 
Mstep: Class 43 contains 2250 members 
Mstep: Class 44 contains 31583 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2022 members 
Mstep: Class 47 contains 2246 members 
Mstep: Class 48 contains 3795 members 
Mstep: Class 49 contains 4397 members 
Mstep: Class 50 contains 6649 members 
Mstep: Class 51 contains 2093 members 
Mstep: Class 52 contains 13417 members 
Mstep: Class 53 contains 2367 members 
Mstep: Class 54 contains 9214 members 
Mstep: Class 55 contains 10501 members 
Mstep: Class 56 contains 11279 members 
Mstep: Class 57 contains 40685 members 
Mstep: Class 58 contains 456 members 
Mstep: Class 59 contains 1142 members 
Mstep: Class 60 contains 5735 members 
Mstep: Class 61 contains 31364 members 
Mstep: Class 62 contains 15641 members 
Mstep: Class 63 contains 3867 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 980 members 
Mstep: Class 66 contains 5042 members 
Mstep: Class 67 contains 9219 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1680 members 
Mstep: Class 71 contains 557 members 
Mstep: Class 72 contains 2345 members 
Mstep: Class 73 contains 2129 members 
Mstep: Class 74 contains 3448 members 
Mstep: Class 75 contains 1232 members 
Mstep: Class 76 contains 12840 members 
Mstep: Class 77 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154526176.000000 Penalty: 269023.500000
Iteration 128Q: 78 clusters Score -1.545262e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 234348 members 
Mstep: Class 3 contains 90807 members 
Mstep: Class 4 contains 4233 members 
Mstep: Class 5 contains 19524 members 
Mstep: Class 6 contains 77249 members 
Mstep: Class 7 contains 1074 members 
Mstep: Class 8 contains 10942 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 7258 members 
Mstep: Class 12 contains 95550 members 
Mstep: Class 13 contains 4401 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 135795 members 
Mstep: Class 16 contains 5125 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 7681 members 
Mstep: Class 21 contains 3119 members 
Mstep: Class 22 contains 5525 members 
Mstep: Class 23 contains 98107 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 22268 members 
Mstep: Class 26 contains 7030 members 
Mstep: Class 27 contains 8431 members 
Mstep: Class 28 contains 5419 members 
Mstep: Class 29 contains 6983 members 
Mstep: Class 30 contains 9982 members 
Mstep: Class 31 contains 38922 members 
Mstep: Class 32 contains 17263 members 
Mstep: Class 33 contains 8735 members 
Mstep: Class 34 contains 14417 members 
Mstep: Class 35 contains 22080 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 3515 members 
Mstep: Class 38 contains 9739 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 2242 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3447 members 
Mstep: Class 43 contains 2251 members 
Mstep: Class 44 contains 31578 members 
Mstep: Class 45 contains 2527 members 
Mstep: Class 46 contains 2026 members 
Mstep: Class 47 contains 2245 members 
Mstep: Class 48 contains 3888 members 
Mstep: Class 49 contains 4398 members 
Mstep: Class 50 contains 6648 members 
Mstep: Class 51 contains 2104 members 
Mstep: Class 52 contains 13561 members 
Mstep: Class 53 contains 2372 members 
Mstep: Class 54 contains 9151 members 
Mstep: Class 55 contains 10518 members 
Mstep: Class 56 contains 11245 members 
Mstep: Class 57 contains 40662 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1148 members 
Mstep: Class 60 contains 5737 members 
Mstep: Class 61 contains 31363 members 
Mstep: Class 62 contains 15655 members 
Mstep: Class 63 contains 3866 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 983 members 
Mstep: Class 66 contains 5091 members 
Mstep: Class 67 contains 9490 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2642 members 
Mstep: Class 70 contains 1677 members 
Mstep: Class 71 contains 562 members 
Mstep: Class 72 contains 2341 members 
Mstep: Class 73 contains 2139 members 
Mstep: Class 74 contains 3449 members 
Mstep: Class 75 contains 1244 members 
Mstep: Class 76 contains 12815 members 
Mstep: Class 77 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154526992.000000 Penalty: 269023.500000
Iteration 129Q: 78 clusters Score -1.54527e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 234332 members 
Mstep: Class 3 contains 90798 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 19508 members 
Mstep: Class 6 contains 77281 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 10944 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 5611 members 
Mstep: Class 11 contains 7257 members 
Mstep: Class 12 contains 95550 members 
Mstep: Class 13 contains 4401 members 
Mstep: Class 14 contains 7998 members 
Mstep: Class 15 contains 135759 members 
Mstep: Class 16 contains 5127 members 
Mstep: Class 17 contains 15586 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 20 contains 7667 members 
Mstep: Class 21 contains 3119 members 
Mstep: Class 22 contains 5523 members 
Mstep: Class 23 contains 98115 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 22226 members 
Mstep: Class 26 contains 6990 members 
Mstep: Class 27 contains 8373 members 
Mstep: Class 28 contains 5417 members 
Mstep: Class 29 contains 6954 members 
Mstep: Class 30 contains 10028 members 
Mstep: Class 31 contains 38939 members 
Mstep: Class 32 contains 17266 members 
Mstep: Class 33 contains 8734 members 
Mstep: Class 34 contains 14305 members 
Mstep: Class 35 contains 22067 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 3535 members 
Mstep: Class 38 contains 9746 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 2254 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3453 members 
Mstep: Class 43 contains 2251 members 
Mstep: Class 44 contains 31578 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2028 members 
Mstep: Class 47 contains 2244 members 
Mstep: Class 48 contains 3956 members 
Mstep: Class 49 contains 4396 members 
Mstep: Class 50 contains 6651 members 
Mstep: Class 51 contains 2118 members 
Mstep: Class 52 contains 13671 members 
Mstep: Class 53 contains 2377 members 
Mstep: Class 54 contains 9088 members 
Mstep: Class 55 contains 10531 members 
Mstep: Class 56 contains 11229 members 
Mstep: Class 57 contains 40636 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1156 members 
Mstep: Class 60 contains 5740 members 
Mstep: Class 61 contains 31365 members 
Mstep: Class 62 contains 15672 members 
Mstep: Class 63 contains 3863 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 985 members 
Mstep: Class 66 contains 5143 members 
Mstep: Class 67 contains 9707 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2641 members 
Mstep: Class 70 contains 1677 members 
Mstep: Class 71 contains 568 members 
Mstep: Class 72 contains 2337 members 
Mstep: Class 73 contains 2146 members 
Mstep: Class 74 contains 3439 members 
Mstep: Class 75 contains 1253 members 
Mstep: Class 76 contains 12802 members 
Mstep: Class 77 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154527440.000000 Penalty: 269023.500000
Iteration 130Q: 78 clusters Score -1.545274e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 234315 members 
Mstep: Class 3 contains 90798 members 
Mstep: Class 4 contains 4180 members 
Mstep: Class 5 contains 19494 members 
Mstep: Class 6 contains 77318 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 10938 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 5633 members 
Mstep: Class 11 contains 7255 members 
Mstep: Class 12 contains 95552 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 135736 members 
Mstep: Class 16 contains 5130 members 
Mstep: Class 17 contains 15588 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 7658 members 
Mstep: Class 21 contains 3121 members 
Mstep: Class 22 contains 5516 members 
Mstep: Class 23 contains 98117 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 22199 members 
Mstep: Class 26 contains 6957 members 
Mstep: Class 27 contains 8313 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 6930 members 
Mstep: Class 30 contains 10075 members 
Mstep: Class 31 contains 38960 members 
Mstep: Class 32 contains 17261 members 
Mstep: Class 33 contains 8734 members 
Mstep: Class 34 contains 14204 members 
Mstep: Class 35 contains 22049 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 3546 members 
Mstep: Class 38 contains 9747 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 2260 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3458 members 
Mstep: Class 43 contains 2247 members 
Mstep: Class 44 contains 31580 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2030 members 
Mstep: Class 47 contains 2244 members 
Mstep: Class 48 contains 4022 members 
Mstep: Class 49 contains 4395 members 
Mstep: Class 50 contains 6654 members 
Mstep: Class 51 contains 2126 members 
Mstep: Class 52 contains 13796 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 9026 members 
Mstep: Class 55 contains 10542 members 
Mstep: Class 56 contains 11206 members 
Mstep: Class 57 contains 40616 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1159 members 
Mstep: Class 60 contains 5740 members 
Mstep: Class 61 contains 31362 members 
Mstep: Class 62 contains 15681 members 
Mstep: Class 63 contains 3861 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 985 members 
Mstep: Class 66 contains 5195 members 
Mstep: Class 67 contains 9881 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2650 members 
Mstep: Class 70 contains 1684 members 
Mstep: Class 71 contains 572 members 
Mstep: Class 72 contains 2333 members 
Mstep: Class 73 contains 2152 members 
Mstep: Class 74 contains 3428 members 
Mstep: Class 75 contains 1259 members 
Mstep: Class 76 contains 12787 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154527616.000000 Penalty: 269023.500000
Iteration 131Q: 78 clusters Score -1.545276e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 234299 members 
Mstep: Class 3 contains 90796 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 5 contains 19469 members 
Mstep: Class 6 contains 77358 members 
Mstep: Class 7 contains 1065 members 
Mstep: Class 8 contains 10930 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 5642 members 
Mstep: Class 11 contains 7249 members 
Mstep: Class 12 contains 95558 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 135708 members 
Mstep: Class 16 contains 5131 members 
Mstep: Class 17 contains 15592 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 7655 members 
Mstep: Class 21 contains 3120 members 
Mstep: Class 22 contains 5513 members 
Mstep: Class 23 contains 98122 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 22184 members 
Mstep: Class 26 contains 6909 members 
Mstep: Class 27 contains 8257 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 6905 members 
Mstep: Class 30 contains 10127 members 
Mstep: Class 31 contains 38979 members 
Mstep: Class 32 contains 17262 members 
Mstep: Class 33 contains 8733 members 
Mstep: Class 34 contains 14121 members 
Mstep: Class 35 contains 22029 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 9748 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 2266 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3461 members 
Mstep: Class 43 contains 2243 members 
Mstep: Class 44 contains 31580 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2030 members 
Mstep: Class 47 contains 2244 members 
Mstep: Class 48 contains 4086 members 
Mstep: Class 49 contains 4395 members 
Mstep: Class 50 contains 6656 members 
Mstep: Class 51 contains 2130 members 
Mstep: Class 52 contains 13893 members 
Mstep: Class 53 contains 2390 members 
Mstep: Class 54 contains 8986 members 
Mstep: Class 55 contains 10545 members 
Mstep: Class 56 contains 11195 members 
Mstep: Class 57 contains 40611 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1158 members 
Mstep: Class 60 contains 5737 members 
Mstep: Class 61 contains 31358 members 
Mstep: Class 62 contains 15696 members 
Mstep: Class 63 contains 3860 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 986 members 
Mstep: Class 66 contains 5240 members 
Mstep: Class 67 contains 10012 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2652 members 
Mstep: Class 70 contains 1684 members 
Mstep: Class 71 contains 579 members 
Mstep: Class 72 contains 2331 members 
Mstep: Class 73 contains 2154 members 
Mstep: Class 74 contains 3421 members 
Mstep: Class 75 contains 1270 members 
Mstep: Class 76 contains 12777 members 
Mstep: Class 77 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154527968.000000 Penalty: 269023.500000
Iteration 132Q: 78 clusters Score -1.54528e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 234275 members 
Mstep: Class 3 contains 90795 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 19455 members 
Mstep: Class 6 contains 77388 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 10926 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 7243 members 
Mstep: Class 12 contains 95562 members 
Mstep: Class 13 contains 4404 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 135675 members 
Mstep: Class 16 contains 5133 members 
Mstep: Class 17 contains 15603 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 7651 members 
Mstep: Class 21 contains 3120 members 
Mstep: Class 22 contains 5506 members 
Mstep: Class 23 contains 98146 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 22163 members 
Mstep: Class 26 contains 6867 members 
Mstep: Class 27 contains 8217 members 
Mstep: Class 28 contains 5416 members 
Mstep: Class 29 contains 6881 members 
Mstep: Class 30 contains 10163 members 
Mstep: Class 31 contains 38990 members 
Mstep: Class 32 contains 17266 members 
Mstep: Class 33 contains 8732 members 
Mstep: Class 34 contains 14051 members 
Mstep: Class 35 contains 22013 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3564 members 
Mstep: Class 38 contains 9745 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 2273 members 
Mstep: Class 41 contains 674 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 2244 members 
Mstep: Class 44 contains 31581 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2030 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4144 members 
Mstep: Class 49 contains 4396 members 
Mstep: Class 50 contains 6657 members 
Mstep: Class 51 contains 2118 members 
Mstep: Class 52 contains 13987 members 
Mstep: Class 53 contains 2397 members 
Mstep: Class 54 contains 8946 members 
Mstep: Class 55 contains 10549 members 
Mstep: Class 56 contains 11181 members 
Mstep: Class 57 contains 40603 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1159 members 
Mstep: Class 60 contains 5742 members 
Mstep: Class 61 contains 31361 members 
Mstep: Class 62 contains 15707 members 
Mstep: Class 63 contains 3859 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 5274 members 
Mstep: Class 67 contains 10131 members 
Mstep: Class 68 contains 495 members 
Mstep: Class 69 contains 2658 members 
Mstep: Class 70 contains 1682 members 
Mstep: Class 71 contains 587 members 
Mstep: Class 72 contains 2328 members 
Mstep: Class 73 contains 2155 members 
Mstep: Class 74 contains 3420 members 
Mstep: Class 75 contains 1285 members 
Mstep: Class 76 contains 12770 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154527920.000000 Penalty: 269023.500000
Iteration 133Q: 78 clusters Score -1.545279e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 234259 members 
Mstep: Class 3 contains 90797 members 
Mstep: Class 4 contains 4141 members 
Mstep: Class 5 contains 19430 members 
Mstep: Class 6 contains 77427 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 10922 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 5678 members 
Mstep: Class 11 contains 7235 members 
Mstep: Class 12 contains 95573 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 7994 members 
Mstep: Class 15 contains 135654 members 
Mstep: Class 16 contains 5132 members 
Mstep: Class 17 contains 15612 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 7644 members 
Mstep: Class 21 contains 3120 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 98158 members 
Mstep: Class 24 contains 1132 members 
Mstep: Class 25 contains 22141 members 
Mstep: Class 26 contains 6825 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6864 members 
Mstep: Class 30 contains 10199 members 
Mstep: Class 31 contains 38993 members 
Mstep: Class 32 contains 17267 members 
Mstep: Class 33 contains 8734 members 
Mstep: Class 34 contains 14001 members 
Mstep: Class 35 contains 21992 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3575 members 
Mstep: Class 38 contains 9747 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 2279 members 
Mstep: Class 41 contains 674 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2242 members 
Mstep: Class 44 contains 31581 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2030 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4192 members 
Mstep: Class 49 contains 4399 members 
Mstep: Class 50 contains 6657 members 
Mstep: Class 51 contains 2117 members 
Mstep: Class 52 contains 14099 members 
Mstep: Class 53 contains 2403 members 
Mstep: Class 54 contains 8905 members 
Mstep: Class 55 contains 10548 members 
Mstep: Class 56 contains 11169 members 
Mstep: Class 57 contains 40593 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1156 members 
Mstep: Class 60 contains 5746 members 
Mstep: Class 61 contains 31361 members 
Mstep: Class 62 contains 15724 members 
Mstep: Class 63 contains 3861 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 988 members 
Mstep: Class 66 contains 5306 members 
Mstep: Class 67 contains 10237 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2659 members 
Mstep: Class 70 contains 1682 members 
Mstep: Class 71 contains 597 members 
Mstep: Class 72 contains 2328 members 
Mstep: Class 73 contains 2156 members 
Mstep: Class 74 contains 3423 members 
Mstep: Class 75 contains 1291 members 
Mstep: Class 76 contains 12758 members 
Mstep: Class 77 contains 392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154527760.000000 Penalty: 269023.500000
Iteration 134Q: 78 clusters Score -1.545278e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 234242 members 
Mstep: Class 3 contains 90797 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 19403 members 
Mstep: Class 6 contains 77480 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 10913 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 5689 members 
Mstep: Class 11 contains 7229 members 
Mstep: Class 12 contains 95569 members 
Mstep: Class 13 contains 4406 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 135636 members 
Mstep: Class 16 contains 5131 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 7638 members 
Mstep: Class 21 contains 3120 members 
Mstep: Class 22 contains 5498 members 
Mstep: Class 23 contains 98169 members 
Mstep: Class 24 contains 1132 members 
Mstep: Class 25 contains 22116 members 
Mstep: Class 26 contains 6796 members 
Mstep: Class 27 contains 8153 members 
Mstep: Class 28 contains 5412 members 
Mstep: Class 29 contains 6850 members 
Mstep: Class 30 contains 10225 members 
Mstep: Class 31 contains 39016 members 
Mstep: Class 32 contains 17267 members 
Mstep: Class 33 contains 8738 members 
Mstep: Class 34 contains 13962 members 
Mstep: Class 35 contains 21972 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3589 members 
Mstep: Class 38 contains 9746 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 2284 members 
Mstep: Class 41 contains 673 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2243 members 
Mstep: Class 44 contains 31581 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2030 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4225 members 
Mstep: Class 49 contains 4400 members 
Mstep: Class 50 contains 6657 members 
Mstep: Class 51 contains 2116 members 
Mstep: Class 52 contains 14208 members 
Mstep: Class 53 contains 2401 members 
Mstep: Class 54 contains 8876 members 
Mstep: Class 55 contains 10555 members 
Mstep: Class 56 contains 11165 members 
Mstep: Class 57 contains 40578 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1156 members 
Mstep: Class 60 contains 5753 members 
Mstep: Class 61 contains 31359 members 
Mstep: Class 62 contains 15727 members 
Mstep: Class 63 contains 3862 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5331 members 
Mstep: Class 67 contains 10299 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2657 members 
Mstep: Class 70 contains 1684 members 
Mstep: Class 71 contains 605 members 
Mstep: Class 72 contains 2327 members 
Mstep: Class 73 contains 2158 members 
Mstep: Class 74 contains 3425 members 
Mstep: Class 75 contains 1296 members 
Mstep: Class 76 contains 12756 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528016.000000 Penalty: 269023.500000
Iteration 135Q: 78 clusters Score -1.54528e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 234233 members 
Mstep: Class 3 contains 90799 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 19381 members 
Mstep: Class 6 contains 77507 members 
Mstep: Class 7 contains 1042 members 
Mstep: Class 8 contains 10908 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 7221 members 
Mstep: Class 12 contains 95570 members 
Mstep: Class 13 contains 4407 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 135619 members 
Mstep: Class 16 contains 5133 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 7634 members 
Mstep: Class 21 contains 3120 members 
Mstep: Class 22 contains 5495 members 
Mstep: Class 23 contains 98176 members 
Mstep: Class 24 contains 1132 members 
Mstep: Class 25 contains 22103 members 
Mstep: Class 26 contains 6769 members 
Mstep: Class 27 contains 8126 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6836 members 
Mstep: Class 30 contains 10243 members 
Mstep: Class 31 contains 39029 members 
Mstep: Class 32 contains 17264 members 
Mstep: Class 33 contains 8739 members 
Mstep: Class 34 contains 13918 members 
Mstep: Class 35 contains 21954 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3608 members 
Mstep: Class 38 contains 9744 members 
Mstep: Class 39 contains 1439 members 
Mstep: Class 40 contains 2286 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2246 members 
Mstep: Class 44 contains 31579 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2030 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4251 members 
Mstep: Class 49 contains 4401 members 
Mstep: Class 50 contains 6656 members 
Mstep: Class 51 contains 2108 members 
Mstep: Class 52 contains 14316 members 
Mstep: Class 53 contains 2404 members 
Mstep: Class 54 contains 8845 members 
Mstep: Class 55 contains 10564 members 
Mstep: Class 56 contains 11152 members 
Mstep: Class 57 contains 40572 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1160 members 
Mstep: Class 60 contains 5753 members 
Mstep: Class 61 contains 31357 members 
Mstep: Class 62 contains 15733 members 
Mstep: Class 63 contains 3862 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 990 members 
Mstep: Class 66 contains 5360 members 
Mstep: Class 67 contains 10372 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2653 members 
Mstep: Class 70 contains 1691 members 
Mstep: Class 71 contains 608 members 
Mstep: Class 72 contains 2327 members 
Mstep: Class 73 contains 2160 members 
Mstep: Class 74 contains 3427 members 
Mstep: Class 75 contains 1301 members 
Mstep: Class 76 contains 12759 members 
Mstep: Class 77 contains 392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154527712.000000 Penalty: 269023.500000
Iteration 136Q: 78 clusters Score -1.545277e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 234220 members 
Mstep: Class 3 contains 90795 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 19371 members 
Mstep: Class 6 contains 77537 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 5712 members 
Mstep: Class 11 contains 7214 members 
Mstep: Class 12 contains 95569 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 7992 members 
Mstep: Class 15 contains 135598 members 
Mstep: Class 16 contains 5134 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 7633 members 
Mstep: Class 21 contains 3119 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 98184 members 
Mstep: Class 24 contains 1132 members 
Mstep: Class 25 contains 22088 members 
Mstep: Class 26 contains 6753 members 
Mstep: Class 27 contains 8096 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 6826 members 
Mstep: Class 30 contains 10248 members 
Mstep: Class 31 contains 39036 members 
Mstep: Class 32 contains 17262 members 
Mstep: Class 33 contains 8741 members 
Mstep: Class 34 contains 13882 members 
Mstep: Class 35 contains 21947 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3612 members 
Mstep: Class 38 contains 9741 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2289 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2250 members 
Mstep: Class 44 contains 31580 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2030 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4270 members 
Mstep: Class 49 contains 4403 members 
Mstep: Class 50 contains 6657 members 
Mstep: Class 51 contains 2104 members 
Mstep: Class 52 contains 14446 members 
Mstep: Class 53 contains 2406 members 
Mstep: Class 54 contains 8822 members 
Mstep: Class 55 contains 10570 members 
Mstep: Class 56 contains 11139 members 
Mstep: Class 57 contains 40557 members 
Mstep: Class 58 contains 456 members 
Mstep: Class 59 contains 1164 members 
Mstep: Class 60 contains 5756 members 
Mstep: Class 61 contains 31356 members 
Mstep: Class 62 contains 15735 members 
Mstep: Class 63 contains 3862 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5388 members 
Mstep: Class 67 contains 10430 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2649 members 
Mstep: Class 70 contains 1695 members 
Mstep: Class 71 contains 612 members 
Mstep: Class 72 contains 2327 members 
Mstep: Class 73 contains 2163 members 
Mstep: Class 74 contains 3425 members 
Mstep: Class 75 contains 1305 members 
Mstep: Class 76 contains 12758 members 
Mstep: Class 77 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528336.000000 Penalty: 269023.500000
Iteration 137Q: 78 clusters Score -1.545283e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 234214 members 
Mstep: Class 3 contains 90793 members 
Mstep: Class 4 contains 4116 members 
Mstep: Class 5 contains 19348 members 
Mstep: Class 6 contains 77553 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 10887 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 5723 members 
Mstep: Class 11 contains 7205 members 
Mstep: Class 12 contains 95563 members 
Mstep: Class 13 contains 4409 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 135582 members 
Mstep: Class 16 contains 5135 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 7632 members 
Mstep: Class 21 contains 3119 members 
Mstep: Class 22 contains 5489 members 
Mstep: Class 23 contains 98183 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 22077 members 
Mstep: Class 26 contains 6734 members 
Mstep: Class 27 contains 8080 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 6818 members 
Mstep: Class 30 contains 10266 members 
Mstep: Class 31 contains 39050 members 
Mstep: Class 32 contains 17259 members 
Mstep: Class 33 contains 8743 members 
Mstep: Class 34 contains 13853 members 
Mstep: Class 35 contains 21942 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3613 members 
Mstep: Class 38 contains 9738 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2291 members 
Mstep: Class 41 contains 672 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2256 members 
Mstep: Class 44 contains 31579 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2030 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4278 members 
Mstep: Class 49 contains 4407 members 
Mstep: Class 50 contains 6658 members 
Mstep: Class 51 contains 2106 members 
Mstep: Class 52 contains 14564 members 
Mstep: Class 53 contains 2406 members 
Mstep: Class 54 contains 8804 members 
Mstep: Class 55 contains 10575 members 
Mstep: Class 56 contains 11122 members 
Mstep: Class 57 contains 40537 members 
Mstep: Class 58 contains 456 members 
Mstep: Class 59 contains 1166 members 
Mstep: Class 60 contains 5758 members 
Mstep: Class 61 contains 31356 members 
Mstep: Class 62 contains 15744 members 
Mstep: Class 63 contains 3863 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5406 members 
Mstep: Class 67 contains 10499 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1698 members 
Mstep: Class 71 contains 613 members 
Mstep: Class 72 contains 2327 members 
Mstep: Class 73 contains 2163 members 
Mstep: Class 74 contains 3426 members 
Mstep: Class 75 contains 1305 members 
Mstep: Class 76 contains 12766 members 
Mstep: Class 77 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528640.000000 Penalty: 269023.500000
Iteration 138Q: 78 clusters Score -1.545286e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 234204 members 
Mstep: Class 3 contains 90789 members 
Mstep: Class 4 contains 4116 members 
Mstep: Class 5 contains 19329 members 
Mstep: Class 6 contains 77585 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 5739 members 
Mstep: Class 11 contains 7196 members 
Mstep: Class 12 contains 95558 members 
Mstep: Class 13 contains 4409 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 135573 members 
Mstep: Class 16 contains 5135 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7631 members 
Mstep: Class 21 contains 3119 members 
Mstep: Class 22 contains 5488 members 
Mstep: Class 23 contains 98189 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 22049 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 8061 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 6808 members 
Mstep: Class 30 contains 10278 members 
Mstep: Class 31 contains 39055 members 
Mstep: Class 32 contains 17256 members 
Mstep: Class 33 contains 8746 members 
Mstep: Class 34 contains 13829 members 
Mstep: Class 35 contains 21934 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3619 members 
Mstep: Class 38 contains 9732 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2292 members 
Mstep: Class 41 contains 672 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2256 members 
Mstep: Class 44 contains 31581 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2029 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4293 members 
Mstep: Class 49 contains 4404 members 
Mstep: Class 50 contains 6656 members 
Mstep: Class 51 contains 2104 members 
Mstep: Class 52 contains 14677 members 
Mstep: Class 53 contains 2407 members 
Mstep: Class 54 contains 8785 members 
Mstep: Class 55 contains 10578 members 
Mstep: Class 56 contains 11113 members 
Mstep: Class 57 contains 40511 members 
Mstep: Class 58 contains 456 members 
Mstep: Class 59 contains 1168 members 
Mstep: Class 60 contains 5764 members 
Mstep: Class 61 contains 31358 members 
Mstep: Class 62 contains 15763 members 
Mstep: Class 63 contains 3863 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5423 members 
Mstep: Class 67 contains 10569 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2648 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 616 members 
Mstep: Class 72 contains 2327 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 3425 members 
Mstep: Class 75 contains 1306 members 
Mstep: Class 76 contains 12775 members 
Mstep: Class 77 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528880.000000 Penalty: 269023.500000
Iteration 139Q: 78 clusters Score -1.545289e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 234197 members 
Mstep: Class 3 contains 90783 members 
Mstep: Class 4 contains 4112 members 
Mstep: Class 5 contains 19309 members 
Mstep: Class 6 contains 77618 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 8 contains 10873 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 5747 members 
Mstep: Class 11 contains 7189 members 
Mstep: Class 12 contains 95559 members 
Mstep: Class 13 contains 4409 members 
Mstep: Class 14 contains 7994 members 
Mstep: Class 15 contains 135560 members 
Mstep: Class 16 contains 5135 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 7628 members 
Mstep: Class 21 contains 3119 members 
Mstep: Class 22 contains 5486 members 
Mstep: Class 23 contains 98190 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 22029 members 
Mstep: Class 26 contains 6707 members 
Mstep: Class 27 contains 8042 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 6795 members 
Mstep: Class 30 contains 10295 members 
Mstep: Class 31 contains 39053 members 
Mstep: Class 32 contains 17256 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 13806 members 
Mstep: Class 35 contains 21918 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3624 members 
Mstep: Class 38 contains 9729 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2295 members 
Mstep: Class 41 contains 673 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2258 members 
Mstep: Class 44 contains 31583 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2029 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4312 members 
Mstep: Class 49 contains 4405 members 
Mstep: Class 50 contains 6655 members 
Mstep: Class 51 contains 2105 members 
Mstep: Class 52 contains 14810 members 
Mstep: Class 53 contains 2407 members 
Mstep: Class 54 contains 8772 members 
Mstep: Class 55 contains 10584 members 
Mstep: Class 56 contains 11113 members 
Mstep: Class 57 contains 40494 members 
Mstep: Class 58 contains 456 members 
Mstep: Class 59 contains 1169 members 
Mstep: Class 60 contains 5769 members 
Mstep: Class 61 contains 31357 members 
Mstep: Class 62 contains 15767 members 
Mstep: Class 63 contains 3864 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5443 members 
Mstep: Class 67 contains 10628 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2648 members 
Mstep: Class 70 contains 1698 members 
Mstep: Class 71 contains 616 members 
Mstep: Class 72 contains 2329 members 
Mstep: Class 73 contains 2163 members 
Mstep: Class 74 contains 3419 members 
Mstep: Class 75 contains 1307 members 
Mstep: Class 76 contains 12773 members 
Mstep: Class 77 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528784.000000 Penalty: 269023.500000
Iteration 140F: 78 clusters Score -1.545288e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 234186 members 
Mstep: Class 3 contains 90782 members 
Mstep: Class 4 contains 4103 members 
Mstep: Class 5 contains 19298 members 
Mstep: Class 6 contains 77654 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 10877 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 5749 members 
Mstep: Class 11 contains 7185 members 
Mstep: Class 12 contains 95558 members 
Mstep: Class 13 contains 4409 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 135540 members 
Mstep: Class 16 contains 5135 members 
Mstep: Class 17 contains 15627 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7622 members 
Mstep: Class 21 contains 3119 members 
Mstep: Class 22 contains 5481 members 
Mstep: Class 23 contains 98192 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 22014 members 
Mstep: Class 26 contains 6690 members 
Mstep: Class 27 contains 8007 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 6793 members 
Mstep: Class 30 contains 10306 members 
Mstep: Class 31 contains 39060 members 
Mstep: Class 32 contains 17256 members 
Mstep: Class 33 contains 8747 members 
Mstep: Class 34 contains 13784 members 
Mstep: Class 35 contains 21909 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3628 members 
Mstep: Class 38 contains 9727 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2298 members 
Mstep: Class 41 contains 672 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2266 members 
Mstep: Class 44 contains 31583 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2029 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4315 members 
Mstep: Class 49 contains 4404 members 
Mstep: Class 50 contains 6657 members 
Mstep: Class 51 contains 2107 members 
Mstep: Class 52 contains 14940 members 
Mstep: Class 53 contains 2410 members 
Mstep: Class 54 contains 8762 members 
Mstep: Class 55 contains 10588 members 
Mstep: Class 56 contains 11105 members 
Mstep: Class 57 contains 40479 members 
Mstep: Class 58 contains 456 members 
Mstep: Class 59 contains 1176 members 
Mstep: Class 60 contains 5771 members 
Mstep: Class 61 contains 31357 members 
Mstep: Class 62 contains 15772 members 
Mstep: Class 63 contains 3864 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5476 members 
Mstep: Class 67 contains 10679 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2647 members 
Mstep: Class 70 contains 1698 members 
Mstep: Class 71 contains 619 members 
Mstep: Class 72 contains 2329 members 
Mstep: Class 73 contains 2166 members 
Mstep: Class 74 contains 3416 members 
Mstep: Class 75 contains 1311 members 
Mstep: Class 76 contains 12771 members 
Mstep: Class 77 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529104.000000 Penalty: 269023.500000
Iteration 141Q: 78 clusters Score -1.545291e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 234176 members 
Mstep: Class 3 contains 90785 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 19289 members 
Mstep: Class 6 contains 77680 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 8 contains 10885 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 5750 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 95550 members 
Mstep: Class 13 contains 4409 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 135519 members 
Mstep: Class 16 contains 5135 members 
Mstep: Class 17 contains 15633 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 3120 members 
Mstep: Class 22 contains 5476 members 
Mstep: Class 23 contains 98199 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 21988 members 
Mstep: Class 26 contains 6673 members 
Mstep: Class 27 contains 7979 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 6789 members 
Mstep: Class 30 contains 10316 members 
Mstep: Class 31 contains 39065 members 
Mstep: Class 32 contains 17257 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13765 members 
Mstep: Class 35 contains 21900 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3633 members 
Mstep: Class 38 contains 9726 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2297 members 
Mstep: Class 41 contains 672 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2270 members 
Mstep: Class 44 contains 31585 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2029 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4320 members 
Mstep: Class 49 contains 4403 members 
Mstep: Class 50 contains 6658 members 
Mstep: Class 51 contains 2113 members 
Mstep: Class 52 contains 15070 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8754 members 
Mstep: Class 55 contains 10592 members 
Mstep: Class 56 contains 11103 members 
Mstep: Class 57 contains 40468 members 
Mstep: Class 58 contains 456 members 
Mstep: Class 59 contains 1179 members 
Mstep: Class 60 contains 5775 members 
Mstep: Class 61 contains 31353 members 
Mstep: Class 62 contains 15782 members 
Mstep: Class 63 contains 3864 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5504 members 
Mstep: Class 67 contains 10713 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2646 members 
Mstep: Class 70 contains 1698 members 
Mstep: Class 71 contains 620 members 
Mstep: Class 72 contains 2329 members 
Mstep: Class 73 contains 2168 members 
Mstep: Class 74 contains 3416 members 
Mstep: Class 75 contains 1313 members 
Mstep: Class 76 contains 12779 members 
Mstep: Class 77 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528880.000000 Penalty: 269023.500000
Iteration 142Q: 78 clusters Score -1.545289e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 234164 members 
Mstep: Class 3 contains 90784 members 
Mstep: Class 4 contains 4089 members 
Mstep: Class 5 contains 19272 members 
Mstep: Class 6 contains 77695 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 5749 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 95544 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 135507 members 
Mstep: Class 16 contains 5136 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 7616 members 
Mstep: Class 21 contains 3122 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 98203 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 21963 members 
Mstep: Class 26 contains 6673 members 
Mstep: Class 27 contains 7949 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 6786 members 
Mstep: Class 30 contains 10330 members 
Mstep: Class 31 contains 39070 members 
Mstep: Class 32 contains 17258 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13742 members 
Mstep: Class 35 contains 21883 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3639 members 
Mstep: Class 38 contains 9727 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2299 members 
Mstep: Class 41 contains 673 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2272 members 
Mstep: Class 44 contains 31586 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2029 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4328 members 
Mstep: Class 49 contains 4401 members 
Mstep: Class 50 contains 6657 members 
Mstep: Class 51 contains 2119 members 
Mstep: Class 52 contains 15199 members 
Mstep: Class 53 contains 2412 members 
Mstep: Class 54 contains 8749 members 
Mstep: Class 55 contains 10591 members 
Mstep: Class 56 contains 11099 members 
Mstep: Class 57 contains 40463 members 
Mstep: Class 58 contains 456 members 
Mstep: Class 59 contains 1181 members 
Mstep: Class 60 contains 5775 members 
Mstep: Class 61 contains 31352 members 
Mstep: Class 62 contains 15791 members 
Mstep: Class 63 contains 3864 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5531 members 
Mstep: Class 67 contains 10740 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2645 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 621 members 
Mstep: Class 72 contains 2329 members 
Mstep: Class 73 contains 2174 members 
Mstep: Class 74 contains 3416 members 
Mstep: Class 75 contains 1313 members 
Mstep: Class 76 contains 12788 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529088.000000 Penalty: 269023.500000
Iteration 143Q: 78 clusters Score -1.545291e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 234145 members 
Mstep: Class 3 contains 90786 members 
Mstep: Class 4 contains 4080 members 
Mstep: Class 5 contains 19256 members 
Mstep: Class 6 contains 77712 members 
Mstep: Class 7 contains 1021 members 
Mstep: Class 8 contains 10877 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 5751 members 
Mstep: Class 11 contains 7176 members 
Mstep: Class 12 contains 95544 members 
Mstep: Class 13 contains 4409 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 135504 members 
Mstep: Class 16 contains 5136 members 
Mstep: Class 17 contains 15642 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 7615 members 
Mstep: Class 21 contains 3122 members 
Mstep: Class 22 contains 5465 members 
Mstep: Class 23 contains 98199 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21950 members 
Mstep: Class 26 contains 6659 members 
Mstep: Class 27 contains 7924 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 6783 members 
Mstep: Class 30 contains 10342 members 
Mstep: Class 31 contains 39070 members 
Mstep: Class 32 contains 17257 members 
Mstep: Class 33 contains 8750 members 
Mstep: Class 34 contains 13727 members 
Mstep: Class 35 contains 21871 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3649 members 
Mstep: Class 38 contains 9728 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2299 members 
Mstep: Class 41 contains 673 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2272 members 
Mstep: Class 44 contains 31588 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2029 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4336 members 
Mstep: Class 49 contains 4400 members 
Mstep: Class 50 contains 6657 members 
Mstep: Class 51 contains 2126 members 
Mstep: Class 52 contains 15340 members 
Mstep: Class 53 contains 2414 members 
Mstep: Class 54 contains 8742 members 
Mstep: Class 55 contains 10590 members 
Mstep: Class 56 contains 11098 members 
Mstep: Class 57 contains 40459 members 
Mstep: Class 58 contains 456 members 
Mstep: Class 59 contains 1184 members 
Mstep: Class 60 contains 5774 members 
Mstep: Class 61 contains 31349 members 
Mstep: Class 62 contains 15794 members 
Mstep: Class 63 contains 3863 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5555 members 
Mstep: Class 67 contains 10760 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2644 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 622 members 
Mstep: Class 72 contains 2330 members 
Mstep: Class 73 contains 2179 members 
Mstep: Class 74 contains 3413 members 
Mstep: Class 75 contains 1315 members 
Mstep: Class 76 contains 12796 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528720.000000 Penalty: 269023.500000
Iteration 144Q: 78 clusters Score -1.545287e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 234127 members 
Mstep: Class 3 contains 90784 members 
Mstep: Class 4 contains 4075 members 
Mstep: Class 5 contains 19246 members 
Mstep: Class 6 contains 77728 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 8 contains 10881 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 5751 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 95545 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 135505 members 
Mstep: Class 16 contains 5137 members 
Mstep: Class 17 contains 15648 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 7614 members 
Mstep: Class 21 contains 3122 members 
Mstep: Class 22 contains 5460 members 
Mstep: Class 23 contains 98204 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 21930 members 
Mstep: Class 26 contains 6666 members 
Mstep: Class 27 contains 7894 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 6775 members 
Mstep: Class 30 contains 10353 members 
Mstep: Class 31 contains 39066 members 
Mstep: Class 32 contains 17257 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13715 members 
Mstep: Class 35 contains 21862 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3655 members 
Mstep: Class 38 contains 9727 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2299 members 
Mstep: Class 41 contains 673 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2280 members 
Mstep: Class 44 contains 31589 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2029 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4340 members 
Mstep: Class 49 contains 4400 members 
Mstep: Class 50 contains 6656 members 
Mstep: Class 51 contains 2133 members 
Mstep: Class 52 contains 15441 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8735 members 
Mstep: Class 55 contains 10590 members 
Mstep: Class 56 contains 11094 members 
Mstep: Class 57 contains 40443 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1185 members 
Mstep: Class 60 contains 5775 members 
Mstep: Class 61 contains 31345 members 
Mstep: Class 62 contains 15801 members 
Mstep: Class 63 contains 3862 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5583 members 
Mstep: Class 67 contains 10782 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2644 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 623 members 
Mstep: Class 72 contains 2330 members 
Mstep: Class 73 contains 2183 members 
Mstep: Class 74 contains 3413 members 
Mstep: Class 75 contains 1315 members 
Mstep: Class 76 contains 12803 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528928.000000 Penalty: 269023.500000
Iteration 145Q: 78 clusters Score -1.545289e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 234121 members 
Mstep: Class 3 contains 90785 members 
Mstep: Class 4 contains 4064 members 
Mstep: Class 5 contains 19244 members 
Mstep: Class 6 contains 77731 members 
Mstep: Class 7 contains 1021 members 
Mstep: Class 8 contains 10883 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 5758 members 
Mstep: Class 11 contains 7170 members 
Mstep: Class 12 contains 95539 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 135501 members 
Mstep: Class 16 contains 5137 members 
Mstep: Class 17 contains 15648 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7613 members 
Mstep: Class 21 contains 3123 members 
Mstep: Class 22 contains 5457 members 
Mstep: Class 23 contains 98207 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 21920 members 
Mstep: Class 26 contains 6676 members 
Mstep: Class 27 contains 7866 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 6769 members 
Mstep: Class 30 contains 10362 members 
Mstep: Class 31 contains 39062 members 
Mstep: Class 32 contains 17255 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13700 members 
Mstep: Class 35 contains 21848 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3660 members 
Mstep: Class 38 contains 9725 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2302 members 
Mstep: Class 41 contains 672 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2282 members 
Mstep: Class 44 contains 31589 members 
Mstep: Class 45 contains 2527 members 
Mstep: Class 46 contains 2029 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4342 members 
Mstep: Class 49 contains 4398 members 
Mstep: Class 50 contains 6656 members 
Mstep: Class 51 contains 2141 members 
Mstep: Class 52 contains 15518 members 
Mstep: Class 53 contains 2422 members 
Mstep: Class 54 contains 8725 members 
Mstep: Class 55 contains 10591 members 
Mstep: Class 56 contains 11085 members 
Mstep: Class 57 contains 40435 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1184 members 
Mstep: Class 60 contains 5778 members 
Mstep: Class 61 contains 31340 members 
Mstep: Class 62 contains 15812 members 
Mstep: Class 63 contains 3861 members 
Mstep: Class 64 contains 1783 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5607 members 
Mstep: Class 67 contains 10805 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2644 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 622 members 
Mstep: Class 72 contains 2330 members 
Mstep: Class 73 contains 2188 members 
Mstep: Class 74 contains 3413 members 
Mstep: Class 75 contains 1319 members 
Mstep: Class 76 contains 12814 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529376.000000 Penalty: 269023.500000
Iteration 146Q: 78 clusters Score -1.545294e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 234110 members 
Mstep: Class 3 contains 90788 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 19233 members 
Mstep: Class 6 contains 77741 members 
Mstep: Class 7 contains 1021 members 
Mstep: Class 8 contains 10884 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 5763 members 
Mstep: Class 11 contains 7170 members 
Mstep: Class 12 contains 95535 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 135495 members 
Mstep: Class 16 contains 5138 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7614 members 
Mstep: Class 21 contains 3125 members 
Mstep: Class 22 contains 5455 members 
Mstep: Class 23 contains 98212 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 21916 members 
Mstep: Class 26 contains 6679 members 
Mstep: Class 27 contains 7851 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 6760 members 
Mstep: Class 30 contains 10365 members 
Mstep: Class 31 contains 39062 members 
Mstep: Class 32 contains 17254 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13687 members 
Mstep: Class 35 contains 21830 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3661 members 
Mstep: Class 38 contains 9722 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2308 members 
Mstep: Class 41 contains 672 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2285 members 
Mstep: Class 44 contains 31589 members 
Mstep: Class 45 contains 2528 members 
Mstep: Class 46 contains 2029 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4348 members 
Mstep: Class 49 contains 4397 members 
Mstep: Class 50 contains 6654 members 
Mstep: Class 51 contains 2143 members 
Mstep: Class 52 contains 15598 members 
Mstep: Class 53 contains 2423 members 
Mstep: Class 54 contains 8717 members 
Mstep: Class 55 contains 10592 members 
Mstep: Class 56 contains 11082 members 
Mstep: Class 57 contains 40432 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1185 members 
Mstep: Class 60 contains 5778 members 
Mstep: Class 61 contains 31338 members 
Mstep: Class 62 contains 15825 members 
Mstep: Class 63 contains 3860 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5622 members 
Mstep: Class 67 contains 10829 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2644 members 
Mstep: Class 70 contains 1693 members 
Mstep: Class 71 contains 621 members 
Mstep: Class 72 contains 2330 members 
Mstep: Class 73 contains 2193 members 
Mstep: Class 74 contains 3411 members 
Mstep: Class 75 contains 1323 members 
Mstep: Class 76 contains 12821 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529344.000000 Penalty: 269023.500000
Iteration 147Q: 78 clusters Score -1.545293e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 234092 members 
Mstep: Class 3 contains 90788 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 19216 members 
Mstep: Class 6 contains 77759 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 8 contains 10880 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 7170 members 
Mstep: Class 12 contains 95538 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 135490 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 15655 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 7615 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5451 members 
Mstep: Class 23 contains 98216 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 21904 members 
Mstep: Class 26 contains 6689 members 
Mstep: Class 27 contains 7830 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6754 members 
Mstep: Class 30 contains 10375 members 
Mstep: Class 31 contains 39057 members 
Mstep: Class 32 contains 17253 members 
Mstep: Class 33 contains 8750 members 
Mstep: Class 34 contains 13670 members 
Mstep: Class 35 contains 21814 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3664 members 
Mstep: Class 38 contains 9717 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2310 members 
Mstep: Class 41 contains 672 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 31586 members 
Mstep: Class 45 contains 2528 members 
Mstep: Class 46 contains 2029 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4354 members 
Mstep: Class 49 contains 4396 members 
Mstep: Class 50 contains 6653 members 
Mstep: Class 51 contains 2148 members 
Mstep: Class 52 contains 15672 members 
Mstep: Class 53 contains 2423 members 
Mstep: Class 54 contains 8712 members 
Mstep: Class 55 contains 10596 members 
Mstep: Class 56 contains 11079 members 
Mstep: Class 57 contains 40426 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1185 members 
Mstep: Class 60 contains 5781 members 
Mstep: Class 61 contains 31336 members 
Mstep: Class 62 contains 15832 members 
Mstep: Class 63 contains 3859 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5644 members 
Mstep: Class 67 contains 10854 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2646 members 
Mstep: Class 70 contains 1692 members 
Mstep: Class 71 contains 621 members 
Mstep: Class 72 contains 2330 members 
Mstep: Class 73 contains 2198 members 
Mstep: Class 74 contains 3411 members 
Mstep: Class 75 contains 1326 members 
Mstep: Class 76 contains 12829 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528960.000000 Penalty: 269023.500000
Iteration 148Q: 78 clusters Score -1.54529e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 234083 members 
Mstep: Class 3 contains 90787 members 
Mstep: Class 4 contains 4038 members 
Mstep: Class 5 contains 19204 members 
Mstep: Class 6 contains 77773 members 
Mstep: Class 7 contains 1020 members 
Mstep: Class 8 contains 10871 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 95538 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 7999 members 
Mstep: Class 15 contains 135492 members 
Mstep: Class 16 contains 5140 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 7614 members 
Mstep: Class 21 contains 3125 members 
Mstep: Class 22 contains 5449 members 
Mstep: Class 23 contains 98215 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 21895 members 
Mstep: Class 26 contains 6698 members 
Mstep: Class 27 contains 7813 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6750 members 
Mstep: Class 30 contains 10384 members 
Mstep: Class 31 contains 39047 members 
Mstep: Class 32 contains 17253 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13662 members 
Mstep: Class 35 contains 21804 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3666 members 
Mstep: Class 38 contains 9711 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2308 members 
Mstep: Class 41 contains 672 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2288 members 
Mstep: Class 44 contains 31587 members 
Mstep: Class 45 contains 2527 members 
Mstep: Class 46 contains 2029 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4359 members 
Mstep: Class 49 contains 4396 members 
Mstep: Class 50 contains 6653 members 
Mstep: Class 51 contains 2155 members 
Mstep: Class 52 contains 15745 members 
Mstep: Class 53 contains 2425 members 
Mstep: Class 54 contains 8711 members 
Mstep: Class 55 contains 10596 members 
Mstep: Class 56 contains 11072 members 
Mstep: Class 57 contains 40415 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1186 members 
Mstep: Class 60 contains 5788 members 
Mstep: Class 61 contains 31335 members 
Mstep: Class 62 contains 15835 members 
Mstep: Class 63 contains 3858 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5659 members 
Mstep: Class 67 contains 10871 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2647 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 621 members 
Mstep: Class 72 contains 2330 members 
Mstep: Class 73 contains 2205 members 
Mstep: Class 74 contains 3406 members 
Mstep: Class 75 contains 1325 members 
Mstep: Class 76 contains 12839 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529600.000000 Penalty: 269023.500000
Iteration 149Q: 78 clusters Score -1.545296e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 234077 members 
Mstep: Class 3 contains 90785 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 19183 members 
Mstep: Class 6 contains 77780 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 8 contains 10865 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5767 members 
Mstep: Class 11 contains 7175 members 
Mstep: Class 12 contains 95539 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 7994 members 
Mstep: Class 15 contains 135491 members 
Mstep: Class 16 contains 5140 members 
Mstep: Class 17 contains 15657 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 7611 members 
Mstep: Class 21 contains 3125 members 
Mstep: Class 22 contains 5447 members 
Mstep: Class 23 contains 98216 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 21886 members 
Mstep: Class 26 contains 6700 members 
Mstep: Class 27 contains 7794 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6748 members 
Mstep: Class 30 contains 10394 members 
Mstep: Class 31 contains 39048 members 
Mstep: Class 32 contains 17253 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13655 members 
Mstep: Class 35 contains 21795 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3664 members 
Mstep: Class 38 contains 9708 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2310 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2287 members 
Mstep: Class 44 contains 31589 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2030 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4366 members 
Mstep: Class 49 contains 4397 members 
Mstep: Class 50 contains 6653 members 
Mstep: Class 51 contains 2167 members 
Mstep: Class 52 contains 15821 members 
Mstep: Class 53 contains 2429 members 
Mstep: Class 54 contains 8709 members 
Mstep: Class 55 contains 10597 members 
Mstep: Class 56 contains 11066 members 
Mstep: Class 57 contains 40409 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5792 members 
Mstep: Class 61 contains 31335 members 
Mstep: Class 62 contains 15834 members 
Mstep: Class 63 contains 3858 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5677 members 
Mstep: Class 67 contains 10891 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2648 members 
Mstep: Class 70 contains 1698 members 
Mstep: Class 71 contains 621 members 
Mstep: Class 72 contains 2330 members 
Mstep: Class 73 contains 2211 members 
Mstep: Class 74 contains 3402 members 
Mstep: Class 75 contains 1326 members 
Mstep: Class 76 contains 12851 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529360.000000 Penalty: 269023.500000
Iteration 150Q: 78 clusters Score -1.545294e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 234064 members 
Mstep: Class 3 contains 90785 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 77790 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 8 contains 10864 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 7176 members 
Mstep: Class 12 contains 95537 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 135481 members 
Mstep: Class 16 contains 5140 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3126 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 98213 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 21874 members 
Mstep: Class 26 contains 6701 members 
Mstep: Class 27 contains 7781 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6742 members 
Mstep: Class 30 contains 10396 members 
Mstep: Class 31 contains 39060 members 
Mstep: Class 32 contains 17254 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13648 members 
Mstep: Class 35 contains 21791 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3669 members 
Mstep: Class 38 contains 9707 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2313 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2286 members 
Mstep: Class 44 contains 31591 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2032 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4370 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6649 members 
Mstep: Class 51 contains 2172 members 
Mstep: Class 52 contains 15885 members 
Mstep: Class 53 contains 2429 members 
Mstep: Class 54 contains 8706 members 
Mstep: Class 55 contains 10598 members 
Mstep: Class 56 contains 11060 members 
Mstep: Class 57 contains 40402 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1190 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31336 members 
Mstep: Class 62 contains 15829 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5691 members 
Mstep: Class 67 contains 10912 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2648 members 
Mstep: Class 70 contains 1697 members 
Mstep: Class 71 contains 621 members 
Mstep: Class 72 contains 2331 members 
Mstep: Class 73 contains 2214 members 
Mstep: Class 74 contains 3401 members 
Mstep: Class 75 contains 1331 members 
Mstep: Class 76 contains 12875 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529152.000000 Penalty: 269023.500000
Iteration 151Q: 78 clusters Score -1.545292e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 234060 members 
Mstep: Class 3 contains 90785 members 
Mstep: Class 4 contains 3994 members 
Mstep: Class 5 contains 19146 members 
Mstep: Class 6 contains 77798 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 8 contains 10857 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 7177 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 135473 members 
Mstep: Class 16 contains 5140 members 
Mstep: Class 17 contains 15656 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7609 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 98210 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 21877 members 
Mstep: Class 26 contains 6698 members 
Mstep: Class 27 contains 7770 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6741 members 
Mstep: Class 30 contains 10398 members 
Mstep: Class 31 contains 39067 members 
Mstep: Class 32 contains 17254 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13637 members 
Mstep: Class 35 contains 21787 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3670 members 
Mstep: Class 38 contains 9705 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2319 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2285 members 
Mstep: Class 44 contains 31592 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2037 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4373 members 
Mstep: Class 49 contains 4395 members 
Mstep: Class 50 contains 6650 members 
Mstep: Class 51 contains 2179 members 
Mstep: Class 52 contains 15957 members 
Mstep: Class 53 contains 2429 members 
Mstep: Class 54 contains 8703 members 
Mstep: Class 55 contains 10598 members 
Mstep: Class 56 contains 11051 members 
Mstep: Class 57 contains 40396 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1191 members 
Mstep: Class 60 contains 5792 members 
Mstep: Class 61 contains 31338 members 
Mstep: Class 62 contains 15830 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5702 members 
Mstep: Class 67 contains 10924 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2648 members 
Mstep: Class 70 contains 1698 members 
Mstep: Class 71 contains 621 members 
Mstep: Class 72 contains 2331 members 
Mstep: Class 73 contains 2224 members 
Mstep: Class 74 contains 3400 members 
Mstep: Class 75 contains 1332 members 
Mstep: Class 76 contains 12895 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529248.000000 Penalty: 269023.500000
Iteration 152Q: 78 clusters Score -1.545292e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 234056 members 
Mstep: Class 3 contains 90785 members 
Mstep: Class 4 contains 3981 members 
Mstep: Class 5 contains 19133 members 
Mstep: Class 6 contains 77811 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 8 contains 10854 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 7176 members 
Mstep: Class 12 contains 95530 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 7984 members 
Mstep: Class 15 contains 135467 members 
Mstep: Class 16 contains 5140 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7609 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5440 members 
Mstep: Class 23 contains 98207 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 21867 members 
Mstep: Class 26 contains 6701 members 
Mstep: Class 27 contains 7763 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6739 members 
Mstep: Class 30 contains 10399 members 
Mstep: Class 31 contains 39065 members 
Mstep: Class 32 contains 17254 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13627 members 
Mstep: Class 35 contains 21779 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3672 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2323 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2285 members 
Mstep: Class 44 contains 31593 members 
Mstep: Class 45 contains 2520 members 
Mstep: Class 46 contains 2040 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4384 members 
Mstep: Class 49 contains 4395 members 
Mstep: Class 50 contains 6649 members 
Mstep: Class 51 contains 2186 members 
Mstep: Class 52 contains 16034 members 
Mstep: Class 53 contains 2427 members 
Mstep: Class 54 contains 8699 members 
Mstep: Class 55 contains 10599 members 
Mstep: Class 56 contains 11045 members 
Mstep: Class 57 contains 40388 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5790 members 
Mstep: Class 61 contains 31341 members 
Mstep: Class 62 contains 15825 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5711 members 
Mstep: Class 67 contains 10935 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2648 members 
Mstep: Class 70 contains 1698 members 
Mstep: Class 71 contains 621 members 
Mstep: Class 72 contains 2331 members 
Mstep: Class 73 contains 2228 members 
Mstep: Class 74 contains 3401 members 
Mstep: Class 75 contains 1335 members 
Mstep: Class 76 contains 12917 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528864.000000 Penalty: 269023.500000
Iteration 153Q: 78 clusters Score -1.545289e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 234049 members 
Mstep: Class 3 contains 90784 members 
Mstep: Class 4 contains 3973 members 
Mstep: Class 5 contains 19105 members 
Mstep: Class 6 contains 77830 members 
Mstep: Class 7 contains 1018 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 7174 members 
Mstep: Class 12 contains 95530 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7978 members 
Mstep: Class 15 contains 135461 members 
Mstep: Class 16 contains 5140 members 
Mstep: Class 17 contains 15650 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5439 members 
Mstep: Class 23 contains 98201 members 
Mstep: Class 24 contains 1131 members 
Mstep: Class 25 contains 21867 members 
Mstep: Class 26 contains 6702 members 
Mstep: Class 27 contains 7750 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6735 members 
Mstep: Class 30 contains 10399 members 
Mstep: Class 31 contains 39062 members 
Mstep: Class 32 contains 17254 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13619 members 
Mstep: Class 35 contains 21772 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3673 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2325 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2282 members 
Mstep: Class 44 contains 31594 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2042 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4397 members 
Mstep: Class 49 contains 4395 members 
Mstep: Class 50 contains 6648 members 
Mstep: Class 51 contains 2187 members 
Mstep: Class 52 contains 16116 members 
Mstep: Class 53 contains 2428 members 
Mstep: Class 54 contains 8699 members 
Mstep: Class 55 contains 10601 members 
Mstep: Class 56 contains 11037 members 
Mstep: Class 57 contains 40380 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5792 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15825 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5722 members 
Mstep: Class 67 contains 10947 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2649 members 
Mstep: Class 70 contains 1700 members 
Mstep: Class 71 contains 621 members 
Mstep: Class 72 contains 2331 members 
Mstep: Class 73 contains 2233 members 
Mstep: Class 74 contains 3398 members 
Mstep: Class 75 contains 1338 members 
Mstep: Class 76 contains 12933 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529104.000000 Penalty: 269023.500000
Iteration 154Q: 78 clusters Score -1.545291e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 234043 members 
Mstep: Class 3 contains 90785 members 
Mstep: Class 4 contains 3963 members 
Mstep: Class 5 contains 19088 members 
Mstep: Class 6 contains 77845 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 8 contains 10854 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 7175 members 
Mstep: Class 12 contains 95526 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7974 members 
Mstep: Class 15 contains 135456 members 
Mstep: Class 16 contains 5140 members 
Mstep: Class 17 contains 15640 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3128 members 
Mstep: Class 22 contains 5438 members 
Mstep: Class 23 contains 98197 members 
Mstep: Class 24 contains 1132 members 
Mstep: Class 25 contains 21864 members 
Mstep: Class 26 contains 6698 members 
Mstep: Class 27 contains 7741 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6731 members 
Mstep: Class 30 contains 10399 members 
Mstep: Class 31 contains 39065 members 
Mstep: Class 32 contains 17253 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13611 members 
Mstep: Class 35 contains 21772 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3676 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2326 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31594 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2045 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4402 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6648 members 
Mstep: Class 51 contains 2192 members 
Mstep: Class 52 contains 16189 members 
Mstep: Class 53 contains 2429 members 
Mstep: Class 54 contains 8699 members 
Mstep: Class 55 contains 10601 members 
Mstep: Class 56 contains 11034 members 
Mstep: Class 57 contains 40372 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1190 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31341 members 
Mstep: Class 62 contains 15829 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 988 members 
Mstep: Class 66 contains 5731 members 
Mstep: Class 67 contains 10956 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1701 members 
Mstep: Class 71 contains 621 members 
Mstep: Class 72 contains 2331 members 
Mstep: Class 73 contains 2236 members 
Mstep: Class 74 contains 3396 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 12945 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529040.000000 Penalty: 269023.500000
Iteration 155Q: 78 clusters Score -1.54529e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 234041 members 
Mstep: Class 3 contains 90785 members 
Mstep: Class 4 contains 3958 members 
Mstep: Class 5 contains 19059 members 
Mstep: Class 6 contains 77849 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5767 members 
Mstep: Class 11 contains 7175 members 
Mstep: Class 12 contains 95522 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7969 members 
Mstep: Class 15 contains 135445 members 
Mstep: Class 16 contains 5140 members 
Mstep: Class 17 contains 15631 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3128 members 
Mstep: Class 22 contains 5437 members 
Mstep: Class 23 contains 98201 members 
Mstep: Class 24 contains 1133 members 
Mstep: Class 25 contains 21859 members 
Mstep: Class 26 contains 6696 members 
Mstep: Class 27 contains 7729 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6729 members 
Mstep: Class 30 contains 10398 members 
Mstep: Class 31 contains 39072 members 
Mstep: Class 32 contains 17254 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13604 members 
Mstep: Class 35 contains 21772 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3678 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2326 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2286 members 
Mstep: Class 44 contains 31595 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2046 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4405 members 
Mstep: Class 49 contains 4393 members 
Mstep: Class 50 contains 6648 members 
Mstep: Class 51 contains 2199 members 
Mstep: Class 52 contains 16262 members 
Mstep: Class 53 contains 2429 members 
Mstep: Class 54 contains 8699 members 
Mstep: Class 55 contains 10601 members 
Mstep: Class 56 contains 11032 members 
Mstep: Class 57 contains 40366 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1190 members 
Mstep: Class 60 contains 5794 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15835 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 5743 members 
Mstep: Class 67 contains 10966 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2652 members 
Mstep: Class 70 contains 1702 members 
Mstep: Class 71 contains 621 members 
Mstep: Class 72 contains 2331 members 
Mstep: Class 73 contains 2242 members 
Mstep: Class 74 contains 3394 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 12953 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528928.000000 Penalty: 269023.500000
Iteration 156Q: 78 clusters Score -1.545289e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 234037 members 
Mstep: Class 3 contains 90785 members 
Mstep: Class 4 contains 3956 members 
Mstep: Class 5 contains 19035 members 
Mstep: Class 6 contains 77847 members 
Mstep: Class 7 contains 1016 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 7175 members 
Mstep: Class 12 contains 95522 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 135439 members 
Mstep: Class 16 contains 5140 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5438 members 
Mstep: Class 23 contains 98201 members 
Mstep: Class 24 contains 1132 members 
Mstep: Class 25 contains 21851 members 
Mstep: Class 26 contains 6691 members 
Mstep: Class 27 contains 7714 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6729 members 
Mstep: Class 30 contains 10396 members 
Mstep: Class 31 contains 39080 members 
Mstep: Class 32 contains 17253 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13598 members 
Mstep: Class 35 contains 21770 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3681 members 
Mstep: Class 38 contains 9707 members 
Mstep: Class 39 contains 1440 members 
Mstep: Class 40 contains 2326 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2286 members 
Mstep: Class 44 contains 31596 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2049 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4408 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6648 members 
Mstep: Class 51 contains 2205 members 
Mstep: Class 52 contains 16316 members 
Mstep: Class 53 contains 2430 members 
Mstep: Class 54 contains 8699 members 
Mstep: Class 55 contains 10603 members 
Mstep: Class 56 contains 11030 members 
Mstep: Class 57 contains 40365 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1190 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31344 members 
Mstep: Class 62 contains 15838 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 5757 members 
Mstep: Class 67 contains 10976 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1701 members 
Mstep: Class 71 contains 622 members 
Mstep: Class 72 contains 2331 members 
Mstep: Class 73 contains 2246 members 
Mstep: Class 74 contains 3393 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 12970 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529088.000000 Penalty: 269023.500000
Iteration 157Q: 78 clusters Score -1.545291e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 234029 members 
Mstep: Class 3 contains 90786 members 
Mstep: Class 4 contains 3952 members 
Mstep: Class 5 contains 19026 members 
Mstep: Class 6 contains 77845 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 8 contains 10854 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5767 members 
Mstep: Class 11 contains 7174 members 
Mstep: Class 12 contains 95515 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7966 members 
Mstep: Class 15 contains 135439 members 
Mstep: Class 16 contains 5140 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5436 members 
Mstep: Class 23 contains 98194 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21840 members 
Mstep: Class 26 contains 6687 members 
Mstep: Class 27 contains 7699 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6727 members 
Mstep: Class 30 contains 10396 members 
Mstep: Class 31 contains 39072 members 
Mstep: Class 32 contains 17252 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13594 members 
Mstep: Class 35 contains 21768 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3684 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2327 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31598 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2051 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4414 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6647 members 
Mstep: Class 51 contains 2211 members 
Mstep: Class 52 contains 16369 members 
Mstep: Class 53 contains 2430 members 
Mstep: Class 54 contains 8699 members 
Mstep: Class 55 contains 10603 members 
Mstep: Class 56 contains 11027 members 
Mstep: Class 57 contains 40362 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1191 members 
Mstep: Class 60 contains 5791 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15844 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 5771 members 
Mstep: Class 67 contains 10985 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 624 members 
Mstep: Class 72 contains 2331 members 
Mstep: Class 73 contains 2252 members 
Mstep: Class 74 contains 3390 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 12981 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528896.000000 Penalty: 269023.500000
Iteration 158Q: 78 clusters Score -1.545289e+08 nChanged 250
Entering ConstructFrom: 
Score: -154528896.000000 Penalty: 269023.500000
Entering ConstructFrom: 
Trying to split cluster 1 (40665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Entering Unmasked Estep 
Score: -4841030.000000 Penalty: 2632.054443
	Iteration 0F: 2 clusters Score -4841030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -4813366.500000 Penalty: 5264.108887
	Iteration 0F: 3 clusters Score -4813366 nChanged 18666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4823914.000000 Penalty: 5264.108887
	Iteration 1F: 3 clusters Score -4823914 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -4824687.000000 Penalty: 5264.108887
	Iteration 2Q: 3 clusters Score -4824687 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -4825494.000000 Penalty: 5264.108887
	Iteration 3Q: 3 clusters Score -4825494 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -4826457.000000 Penalty: 5264.108887
	Iteration 4Q: 3 clusters Score -4826457 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -4827742.500000 Penalty: 5264.108887
	Iteration 5F: 3 clusters Score -4827742 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -4829456.000000 Penalty: 5264.108887
	Iteration 6F: 3 clusters Score -4829456 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -4831857.500000 Penalty: 5264.108887
	Iteration 7F: 3 clusters Score -4831858 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4834455.000000 Penalty: 5264.108887
	Iteration 8F: 3 clusters Score -4834455 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4836718.000000 Penalty: 5264.108887
	Iteration 9F: 3 clusters Score -4836718 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -4838487.500000 Penalty: 5264.108887
	Iteration 10Q: 3 clusters Score -4838488 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -4840088.000000 Penalty: 5264.108887
	Iteration 11Q: 3 clusters Score -4840088 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -4841021.000000 Penalty: 5264.108887
	Iteration 12Q: 3 clusters Score -4841021 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -4841324.500000 Penalty: 5264.108887
	Iteration 13Q: 3 clusters Score -4841324 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -4841491.000000 Penalty: 5264.108887
	Iteration 14Q: 3 clusters Score -4841491 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -4841556.000000 Penalty: 5264.108887
	Iteration 15Q: 3 clusters Score -4841556 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -4841587.000000 Penalty: 5264.108887
	Iteration 16Q: 3 clusters Score -4841587 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4841604.500000 Penalty: 5264.108887
	Iteration 17Q: 3 clusters Score -4841604 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -4841630.000000 Penalty: 5264.108887
	Iteration 18Q: 3 clusters Score -4841630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4841639.500000 Penalty: 5264.108887
	Iteration 19Q: 3 clusters Score -4841640 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4841651.000000 Penalty: 5264.108887
	Iteration 20F: 3 clusters Score -4841651 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -4841685.500000 Penalty: 5264.108887
	Iteration 21Q: 3 clusters Score -4841686 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -4841722.500000 Penalty: 5264.108887
	Iteration 22Q: 3 clusters Score -4841722 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -4841748.500000 Penalty: 5264.108887
	Iteration 23Q: 3 clusters Score -4841748 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4841780.500000 Penalty: 5264.108887
	Iteration 24Q: 3 clusters Score -4841780 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -4841823.000000 Penalty: 5264.108887
	Iteration 25Q: 3 clusters Score -4841823 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -4841856.000000 Penalty: 5264.108887
	Iteration 26Q: 3 clusters Score -4841856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -4841883.000000 Penalty: 5264.108887
	Iteration 27Q: 3 clusters Score -4841883 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -4841889.500000 Penalty: 5264.108887
	Iteration 28Q: 3 clusters Score -4841890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -4841894.500000 Penalty: 5264.108887
	Iteration 29Q: 3 clusters Score -4841894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -4841898.500000 Penalty: 5264.108887
	Iteration 30Q: 3 clusters Score -4841898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -4841900.000000 Penalty: 5264.108887
	Iteration 31Q: 3 clusters Score -4841900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -4841909.000000 Penalty: 5264.108887
	Iteration 32Q: 3 clusters Score -4841909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -4841906.500000 Penalty: 5264.108887
	Iteration 33Q: 3 clusters Score -4841906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -4841904.000000 Penalty: 5264.108887
	Iteration 34Q: 3 clusters Score -4841904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4841903.500000 Penalty: 5264.108887
	Iteration 35Q: 3 clusters Score -4841904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4841905.000000 Penalty: 5264.108887
	Iteration 36Q: 3 clusters Score -4841905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4841903.000000 Penalty: 5264.108887
	Iteration 37Q: 3 clusters Score -4841903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4841903.000000 Penalty: 5264.108887
	Iteration 38F: 3 clusters Score -4841903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 234027 members 
Mstep: Class 3 contains 90786 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 19003 members 
Mstep: Class 6 contains 77850 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 95518 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 135438 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 98191 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21834 members 
Mstep: Class 26 contains 6689 members 
Mstep: Class 27 contains 7686 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 10398 members 
Mstep: Class 31 contains 39069 members 
Mstep: Class 32 contains 17250 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13589 members 
Mstep: Class 35 contains 21763 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2328 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31600 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4418 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6645 members 
Mstep: Class 51 contains 2213 members 
Mstep: Class 52 contains 16425 members 
Mstep: Class 53 contains 2431 members 
Mstep: Class 54 contains 8696 members 
Mstep: Class 55 contains 10604 members 
Mstep: Class 56 contains 11023 members 
Mstep: Class 57 contains 40358 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5789 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15849 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 5783 members 
Mstep: Class 67 contains 10992 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 626 members 
Mstep: Class 72 contains 2332 members 
Mstep: Class 73 contains 2261 members 
Mstep: Class 74 contains 3384 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 12992 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 35749 members 
Entering Unmasked Estep 
Score: -154528880.000000 Penalty: 272517.312500
Splitting cluster 1 changes total score from -154528896.000000 to -154528880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (234027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234027 members 
Entering Unmasked Estep 
Score: -28642078.000000 Penalty: 3066.071533
	Iteration 0F: 2 clusters Score -2.864208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117195 members 
Mstep: Class 2 contains 116832 members 
Entering Unmasked Estep 
Score: -28496808.000000 Penalty: 6132.143066
	Iteration 0F: 3 clusters Score -2.849681e+07 nChanged 112982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122061 members 
Mstep: Class 2 contains 111966 members 
Entering Unmasked Estep 
Score: -28564194.000000 Penalty: 6132.143066
	Iteration 1F: 3 clusters Score -2.856419e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125989 members 
Mstep: Class 2 contains 108038 members 
Entering Unmasked Estep 
Score: -28567348.000000 Penalty: 6132.143066
	Iteration 2Q: 3 clusters Score -2.856735e+07 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132243 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -28572344.000000 Penalty: 6132.143066
	Iteration 3Q: 3 clusters Score -2.857234e+07 nChanged 14721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141196 members 
Mstep: Class 2 contains 92831 members 
Entering Unmasked Estep 
Score: -28580826.000000 Penalty: 6132.143066
	Iteration 4F: 3 clusters Score -2.858083e+07 nChanged 17458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152016 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -28592178.000000 Penalty: 6132.143066
	Iteration 5F: 3 clusters Score -2.859218e+07 nChanged 17203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162209 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -28602332.000000 Penalty: 6132.143066
	Iteration 6F: 3 clusters Score -2.860233e+07 nChanged 14175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170120 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -28609526.000000 Penalty: 6132.143066
	Iteration 7F: 3 clusters Score -2.860953e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176323 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -28614490.000000 Penalty: 6132.143066
	Iteration 8Q: 3 clusters Score -2.861449e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181479 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -28618454.000000 Penalty: 6132.143066
	Iteration 9Q: 3 clusters Score -2.861845e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186442 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -28622374.000000 Penalty: 6132.143066
	Iteration 10Q: 3 clusters Score -2.862237e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191110 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -28626294.000000 Penalty: 6132.143066
	Iteration 11Q: 3 clusters Score -2.862629e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195385 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -28629610.000000 Penalty: 6132.143066
	Iteration 12Q: 3 clusters Score -2.862961e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199099 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -28632408.000000 Penalty: 6132.143066
	Iteration 13Q: 3 clusters Score -2.863241e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202270 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -28633948.000000 Penalty: 6132.143066
	Iteration 14Q: 3 clusters Score -2.863395e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205139 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -28634968.000000 Penalty: 6132.143066
	Iteration 15Q: 3 clusters Score -2.863497e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207725 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -28635792.000000 Penalty: 6132.143066
	Iteration 16Q: 3 clusters Score -2.863579e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209955 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -28636378.000000 Penalty: 6132.143066
	Iteration 17Q: 3 clusters Score -2.863638e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211936 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -28636762.000000 Penalty: 6132.143066
	Iteration 18Q: 3 clusters Score -2.863676e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213652 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -28637138.000000 Penalty: 6132.143066
	Iteration 19Q: 3 clusters Score -2.863714e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215267 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -28637304.000000 Penalty: 6132.143066
	Iteration 20F: 3 clusters Score -2.86373e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216719 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -28637564.000000 Penalty: 6132.143066
	Iteration 21Q: 3 clusters Score -2.863756e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218012 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -28637792.000000 Penalty: 6132.143066
	Iteration 22Q: 3 clusters Score -2.863779e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219199 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -28637930.000000 Penalty: 6132.143066
	Iteration 23Q: 3 clusters Score -2.863793e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220252 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -28638092.000000 Penalty: 6132.143066
	Iteration 24Q: 3 clusters Score -2.863809e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221210 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -28638148.000000 Penalty: 6132.143066
	Iteration 25Q: 3 clusters Score -2.863815e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222067 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -28638264.000000 Penalty: 6132.143066
	Iteration 26Q: 3 clusters Score -2.863826e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222836 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -28638406.000000 Penalty: 6132.143066
	Iteration 27Q: 3 clusters Score -2.863841e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223540 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -28638566.000000 Penalty: 6132.143066
	Iteration 28Q: 3 clusters Score -2.863857e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224136 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -28638662.000000 Penalty: 6132.143066
	Iteration 29Q: 3 clusters Score -2.863866e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224682 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -28638842.000000 Penalty: 6132.143066
	Iteration 30Q: 3 clusters Score -2.863884e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225177 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -28639028.000000 Penalty: 6132.143066
	Iteration 31Q: 3 clusters Score -2.863903e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225590 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -28638944.000000 Penalty: 6132.143066
	Iteration 32Q: 3 clusters Score -2.863894e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225965 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -28638986.000000 Penalty: 6132.143066
	Iteration 33Q: 3 clusters Score -2.863899e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226316 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -28639128.000000 Penalty: 6132.143066
	Iteration 34Q: 3 clusters Score -2.863913e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226660 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -28639266.000000 Penalty: 6132.143066
	Iteration 35Q: 3 clusters Score -2.863927e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226978 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -28639320.000000 Penalty: 6132.143066
	Iteration 36Q: 3 clusters Score -2.863932e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227281 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -28639360.000000 Penalty: 6132.143066
	Iteration 37Q: 3 clusters Score -2.863936e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227550 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -28639406.000000 Penalty: 6132.143066
	Iteration 38Q: 3 clusters Score -2.863941e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227772 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -28639444.000000 Penalty: 6132.143066
	Iteration 39Q: 3 clusters Score -2.863944e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227974 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -28639470.000000 Penalty: 6132.143066
	Iteration 40F: 3 clusters Score -2.863947e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228161 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -28639478.000000 Penalty: 6132.143066
	Iteration 41Q: 3 clusters Score -2.863948e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228348 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -28639560.000000 Penalty: 6132.143066
	Iteration 42Q: 3 clusters Score -2.863956e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228526 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -28639668.000000 Penalty: 6132.143066
	Iteration 43Q: 3 clusters Score -2.863967e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228695 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -28639690.000000 Penalty: 6132.143066
	Iteration 44Q: 3 clusters Score -2.863969e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228856 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -28639738.000000 Penalty: 6132.143066
	Iteration 45Q: 3 clusters Score -2.863974e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229020 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -28639788.000000 Penalty: 6132.143066
	Iteration 46Q: 3 clusters Score -2.863979e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229169 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -28639790.000000 Penalty: 6132.143066
	Iteration 47Q: 3 clusters Score -2.863979e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229297 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -28639790.000000 Penalty: 6132.143066
	Iteration 48Q: 3 clusters Score -2.863979e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229408 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -28639798.000000 Penalty: 6132.143066
	Iteration 49Q: 3 clusters Score -2.86398e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229492 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -28639818.000000 Penalty: 6132.143066
	Iteration 50Q: 3 clusters Score -2.863982e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229579 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -28639828.000000 Penalty: 6132.143066
	Iteration 51Q: 3 clusters Score -2.863983e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229659 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -28639784.000000 Penalty: 6132.143066
	Iteration 52Q: 3 clusters Score -2.863978e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229716 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -28639768.000000 Penalty: 6132.143066
	Iteration 53Q: 3 clusters Score -2.863977e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229770 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -28639772.000000 Penalty: 6132.143066
	Iteration 54Q: 3 clusters Score -2.863977e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229823 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -28639770.000000 Penalty: 6132.143066
	Iteration 55Q: 3 clusters Score -2.863977e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229860 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -28639804.000000 Penalty: 6132.143066
	Iteration 56Q: 3 clusters Score -2.86398e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229901 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -28639762.000000 Penalty: 6132.143066
	Iteration 57Q: 3 clusters Score -2.863976e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229946 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -28639780.000000 Penalty: 6132.143066
	Iteration 58Q: 3 clusters Score -2.863978e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229994 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -28639802.000000 Penalty: 6132.143066
	Iteration 59Q: 3 clusters Score -2.86398e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230035 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -28639812.000000 Penalty: 6132.143066
	Iteration 60F: 3 clusters Score -2.863981e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230073 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -28639810.000000 Penalty: 6132.143066
	Iteration 61Q: 3 clusters Score -2.863981e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230106 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -28639828.000000 Penalty: 6132.143066
	Iteration 62Q: 3 clusters Score -2.863983e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230138 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -28639850.000000 Penalty: 6132.143066
	Iteration 63Q: 3 clusters Score -2.863985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230161 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -28639848.000000 Penalty: 6132.143066
	Iteration 64Q: 3 clusters Score -2.863985e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230183 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -28639858.000000 Penalty: 6132.143066
	Iteration 65Q: 3 clusters Score -2.863986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230198 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -28639830.000000 Penalty: 6132.143066
	Iteration 66Q: 3 clusters Score -2.863983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230210 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -28639840.000000 Penalty: 6132.143066
	Iteration 67Q: 3 clusters Score -2.863984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230218 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -28639842.000000 Penalty: 6132.143066
	Iteration 68Q: 3 clusters Score -2.863984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230228 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -28639864.000000 Penalty: 6132.143066
	Iteration 69Q: 3 clusters Score -2.863986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230236 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -28639862.000000 Penalty: 6132.143066
	Iteration 70Q: 3 clusters Score -2.863986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230245 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -28639862.000000 Penalty: 6132.143066
	Iteration 71Q: 3 clusters Score -2.863986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230249 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -28639866.000000 Penalty: 6132.143066
	Iteration 72Q: 3 clusters Score -2.863987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230251 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -28639870.000000 Penalty: 6132.143066
	Iteration 73Q: 3 clusters Score -2.863987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230254 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -28639878.000000 Penalty: 6132.143066
	Iteration 74Q: 3 clusters Score -2.863988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230256 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -28639882.000000 Penalty: 6132.143066
	Iteration 75Q: 3 clusters Score -2.863988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230256 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -28639876.000000 Penalty: 6132.143066
	Iteration 76Q: 3 clusters Score -2.863988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230259 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -28639868.000000 Penalty: 6132.143066
	Iteration 77Q: 3 clusters Score -2.863987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230263 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -28639862.000000 Penalty: 6132.143066
	Iteration 78Q: 3 clusters Score -2.863986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230265 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -28639864.000000 Penalty: 6132.143066
	Iteration 79Q: 3 clusters Score -2.863986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230266 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -28639866.000000 Penalty: 6132.143066
	Iteration 80F: 3 clusters Score -2.863987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230267 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -28639868.000000 Penalty: 6132.143066
	Iteration 81Q: 3 clusters Score -2.863987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230268 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -28639884.000000 Penalty: 6132.143066
	Iteration 82Q: 3 clusters Score -2.863988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230270 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -28639874.000000 Penalty: 6132.143066
	Iteration 83Q: 3 clusters Score -2.863987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230272 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -28639854.000000 Penalty: 6132.143066
	Iteration 84Q: 3 clusters Score -2.863985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230275 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -28639860.000000 Penalty: 6132.143066
	Iteration 85Q: 3 clusters Score -2.863986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230278 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -28639860.000000 Penalty: 6132.143066
	Iteration 86Q: 3 clusters Score -2.863986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230282 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -28639856.000000 Penalty: 6132.143066
	Iteration 87Q: 3 clusters Score -2.863986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230283 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -28639858.000000 Penalty: 6132.143066
	Iteration 88Q: 3 clusters Score -2.863986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230282 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -28639856.000000 Penalty: 6132.143066
	Iteration 89Q: 3 clusters Score -2.863986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230283 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -28639862.000000 Penalty: 6132.143066
	Iteration 90Q: 3 clusters Score -2.863986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230285 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -28639866.000000 Penalty: 6132.143066
	Iteration 91Q: 3 clusters Score -2.863987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230289 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -28639868.000000 Penalty: 6132.143066
	Iteration 92Q: 3 clusters Score -2.863987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230293 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -28639862.000000 Penalty: 6132.143066
	Iteration 93Q: 3 clusters Score -2.863986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230295 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -28639848.000000 Penalty: 6132.143066
	Iteration 94Q: 3 clusters Score -2.863985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230299 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -28639856.000000 Penalty: 6132.143066
	Iteration 95Q: 3 clusters Score -2.863986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230300 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -28639870.000000 Penalty: 6132.143066
	Iteration 96Q: 3 clusters Score -2.863987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230301 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -28639864.000000 Penalty: 6132.143066
	Iteration 97Q: 3 clusters Score -2.863986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230302 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -28639864.000000 Penalty: 6132.143066
	Iteration 98Q: 3 clusters Score -2.863986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230303 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -28639864.000000 Penalty: 6132.143066
	Iteration 99Q: 3 clusters Score -2.863986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230303 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -28639864.000000 Penalty: 6132.143066
	Iteration 100F: 3 clusters Score -2.863986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Entering Unmasked Estep 
Score: -11130227.000000 Penalty: 2831.232666
	Iteration 0F: 2 clusters Score -1.113023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -11069375.000000 Penalty: 5662.465332
	Iteration 0F: 3 clusters Score -1.106938e+07 nChanged 42862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -11094126.000000 Penalty: 5662.465332
	Iteration 1F: 3 clusters Score -1.109413e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -11095008.000000 Penalty: 5662.465332
	Iteration 2Q: 3 clusters Score -1.109501e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -11096364.000000 Penalty: 5662.465332
	Iteration 3Q: 3 clusters Score -1.109636e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -11098451.000000 Penalty: 5662.465332
	Iteration 4Q: 3 clusters Score -1.109845e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -11101415.000000 Penalty: 5662.465332
	Iteration 5F: 3 clusters Score -1.110142e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -11105210.000000 Penalty: 5662.465332
	Iteration 6F: 3 clusters Score -1.110521e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -11108980.000000 Penalty: 5662.465332
	Iteration 7F: 3 clusters Score -1.110898e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -11112166.000000 Penalty: 5662.465332
	Iteration 8F: 3 clusters Score -1.111217e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -11114646.000000 Penalty: 5662.465332
	Iteration 9F: 3 clusters Score -1.111465e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -11116704.000000 Penalty: 5662.465332
	Iteration 10Q: 3 clusters Score -1.11167e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -11118752.000000 Penalty: 5662.465332
	Iteration 11Q: 3 clusters Score -1.111875e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -11120663.000000 Penalty: 5662.465332
	Iteration 12Q: 3 clusters Score -1.112066e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -11122559.000000 Penalty: 5662.465332
	Iteration 13Q: 3 clusters Score -1.112256e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 84392 members 
Entering Unmasked Estep 
Score: -11124280.000000 Penalty: 5662.465332
	Iteration 14Q: 3 clusters Score -1.112428e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 86203 members 
Entering Unmasked Estep 
Score: -11125498.000000 Penalty: 5662.465332
	Iteration 15Q: 3 clusters Score -1.11255e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 87441 members 
Entering Unmasked Estep 
Score: -11126436.000000 Penalty: 5662.465332
	Iteration 16Q: 3 clusters Score -1.112644e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -11126950.000000 Penalty: 5662.465332
	Iteration 17Q: 3 clusters Score -1.112695e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 88714 members 
Entering Unmasked Estep 
Score: -11127273.000000 Penalty: 5662.465332
	Iteration 18Q: 3 clusters Score -1.112727e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -11127469.000000 Penalty: 5662.465332
	Iteration 19Q: 3 clusters Score -1.112747e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 89255 members 
Entering Unmasked Estep 
Score: -11127578.000000 Penalty: 5662.465332
	Iteration 20F: 3 clusters Score -1.112758e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -11127645.000000 Penalty: 5662.465332
	Iteration 21Q: 3 clusters Score -1.112764e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -11127714.000000 Penalty: 5662.465332
	Iteration 22Q: 3 clusters Score -1.112771e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 89544 members 
Entering Unmasked Estep 
Score: -11127740.000000 Penalty: 5662.465332
	Iteration 23Q: 3 clusters Score -1.112774e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 89601 members 
Entering Unmasked Estep 
Score: -11127797.000000 Penalty: 5662.465332
	Iteration 24Q: 3 clusters Score -1.11278e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 89645 members 
Entering Unmasked Estep 
Score: -11127800.000000 Penalty: 5662.465332
	Iteration 25Q: 3 clusters Score -1.11278e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -11127826.000000 Penalty: 5662.465332
	Iteration 26Q: 3 clusters Score -1.112783e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -11127832.000000 Penalty: 5662.465332
	Iteration 27Q: 3 clusters Score -1.112783e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 89717 members 
Entering Unmasked Estep 
Score: -11127849.000000 Penalty: 5662.465332
	Iteration 28Q: 3 clusters Score -1.112785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 89733 members 
Entering Unmasked Estep 
Score: -11127889.000000 Penalty: 5662.465332
	Iteration 29Q: 3 clusters Score -1.112789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -11127897.000000 Penalty: 5662.465332
	Iteration 30Q: 3 clusters Score -1.11279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -11127912.000000 Penalty: 5662.465332
	Iteration 31Q: 3 clusters Score -1.112791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -11127917.000000 Penalty: 5662.465332
	Iteration 32Q: 3 clusters Score -1.112792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 89791 members 
Entering Unmasked Estep 
Score: -11127914.000000 Penalty: 5662.465332
	Iteration 33Q: 3 clusters Score -1.112791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -11127956.000000 Penalty: 5662.465332
	Iteration 34Q: 3 clusters Score -1.112796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 89805 members 
Entering Unmasked Estep 
Score: -11127934.000000 Penalty: 5662.465332
	Iteration 35Q: 3 clusters Score -1.112793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -11127944.000000 Penalty: 5662.465332
	Iteration 36Q: 3 clusters Score -1.112794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 89816 members 
Entering Unmasked Estep 
Score: -11127941.000000 Penalty: 5662.465332
	Iteration 37Q: 3 clusters Score -1.112794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -11127935.000000 Penalty: 5662.465332
	Iteration 38Q: 3 clusters Score -1.112794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -11127931.000000 Penalty: 5662.465332
	Iteration 39Q: 3 clusters Score -1.112793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -11127933.000000 Penalty: 5662.465332
	Iteration 40F: 3 clusters Score -1.112793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -11127934.000000 Penalty: 5662.465332
	Iteration 41Q: 3 clusters Score -1.112793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 89841 members 
Entering Unmasked Estep 
Score: -11127938.000000 Penalty: 5662.465332
	Iteration 42Q: 3 clusters Score -1.112794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 89849 members 
Entering Unmasked Estep 
Score: -11127934.000000 Penalty: 5662.465332
	Iteration 43Q: 3 clusters Score -1.112793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 89856 members 
Entering Unmasked Estep 
Score: -11127942.000000 Penalty: 5662.465332
	Iteration 44Q: 3 clusters Score -1.112794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -11127942.000000 Penalty: 5662.465332
	Iteration 45Q: 3 clusters Score -1.112794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 89869 members 
Entering Unmasked Estep 
Score: -11127950.000000 Penalty: 5662.465332
	Iteration 46Q: 3 clusters Score -1.112795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
Score: -11127956.000000 Penalty: 5662.465332
	Iteration 47Q: 3 clusters Score -1.112796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -11127956.000000 Penalty: 5662.465332
	Iteration 48Q: 3 clusters Score -1.112796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -11127956.000000 Penalty: 5662.465332
	Iteration 49Q: 3 clusters Score -1.112796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -11127962.000000 Penalty: 5662.465332
	Iteration 50Q: 3 clusters Score -1.112796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -11127962.000000 Penalty: 5662.465332
	Iteration 51F: 3 clusters Score -1.112796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -467227.968750 Penalty: 2053.741943
	Iteration 0F: 2 clusters Score -467228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -463389.250000 Penalty: 4107.483887
	Iteration 0F: 3 clusters Score -463389.2 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -464406.093750 Penalty: 4107.483887
	Iteration 1F: 3 clusters Score -464406.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -464836.906250 Penalty: 4107.483887
	Iteration 2F: 3 clusters Score -464836.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -465362.718750 Penalty: 4107.483887
	Iteration 3F: 3 clusters Score -465362.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -465924.000000 Penalty: 4107.483887
	Iteration 4F: 3 clusters Score -465924 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -466447.531250 Penalty: 4107.483887
	Iteration 5F: 3 clusters Score -466447.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -466816.281250 Penalty: 4107.483887
	Iteration 6F: 3 clusters Score -466816.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -467069.593750 Penalty: 4107.483887
	Iteration 7Q: 3 clusters Score -467069.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -467255.937500 Penalty: 4107.483887
	Iteration 8Q: 3 clusters Score -467255.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -467383.250000 Penalty: 4107.483887
	Iteration 9Q: 3 clusters Score -467383.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -467464.843750 Penalty: 4107.483887
	Iteration 10Q: 3 clusters Score -467464.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -467512.875000 Penalty: 4107.483887
	Iteration 11Q: 3 clusters Score -467512.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -467556.593750 Penalty: 4107.483887
	Iteration 12Q: 3 clusters Score -467556.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -467584.375000 Penalty: 4107.483887
	Iteration 13Q: 3 clusters Score -467584.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -467614.687500 Penalty: 4107.483887
	Iteration 14Q: 3 clusters Score -467614.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -467632.156250 Penalty: 4107.483887
	Iteration 15Q: 3 clusters Score -467632.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -467649.906250 Penalty: 4107.483887
	Iteration 16Q: 3 clusters Score -467649.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -467661.468750 Penalty: 4107.483887
	Iteration 17Q: 3 clusters Score -467661.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -467669.593750 Penalty: 4107.483887
	Iteration 18Q: 3 clusters Score -467669.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -467681.031250 Penalty: 4107.483887
	Iteration 19Q: 3 clusters Score -467681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -467690.937500 Penalty: 4107.483887
	Iteration 20F: 3 clusters Score -467690.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -467695.687500 Penalty: 4107.483887
	Iteration 21Q: 3 clusters Score -467695.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -467700.406250 Penalty: 4107.483887
	Iteration 22Q: 3 clusters Score -467700.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -467702.062500 Penalty: 4107.483887
	Iteration 23Q: 3 clusters Score -467702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -467702.906250 Penalty: 4107.483887
	Iteration 24Q: 3 clusters Score -467702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -467705.625000 Penalty: 4107.483887
	Iteration 25Q: 3 clusters Score -467705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -467707.000000 Penalty: 4107.483887
	Iteration 26Q: 3 clusters Score -467707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -467707.000000 Penalty: 4107.483887
	Iteration 27F: 3 clusters Score -467707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 234027 members 
Mstep: Class 3 contains 90786 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 19003 members 
Mstep: Class 6 contains 77850 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 95518 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 135438 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 98191 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21834 members 
Mstep: Class 26 contains 6689 members 
Mstep: Class 27 contains 7686 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 10398 members 
Mstep: Class 31 contains 39069 members 
Mstep: Class 32 contains 17250 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13589 members 
Mstep: Class 35 contains 21763 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2328 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31600 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4418 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6645 members 
Mstep: Class 51 contains 2213 members 
Mstep: Class 52 contains 16425 members 
Mstep: Class 53 contains 2431 members 
Mstep: Class 54 contains 8696 members 
Mstep: Class 55 contains 10604 members 
Mstep: Class 56 contains 11023 members 
Mstep: Class 57 contains 40358 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5789 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15849 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 5783 members 
Mstep: Class 67 contains 10992 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 626 members 
Mstep: Class 72 contains 2332 members 
Mstep: Class 73 contains 2261 members 
Mstep: Class 74 contains 3384 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 12992 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 1782 members 
Entering Unmasked Estep 
Score: -154527984.000000 Penalty: 272517.312500
Splitting cluster 4 changes total score from -154528896.000000 to -154527984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (19003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Entering Unmasked Estep 
Score: -2325324.000000 Penalty: 2443.383301
	Iteration 0F: 2 clusters Score -2325324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2311786.000000 Penalty: 4886.766602
	Iteration 0F: 3 clusters Score -2311786 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2316350.500000 Penalty: 4886.766602
	Iteration 1F: 3 clusters Score -2316350 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2316818.750000 Penalty: 4886.766602
	Iteration 2F: 3 clusters Score -2316819 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2317190.500000 Penalty: 4886.766602
	Iteration 3F: 3 clusters Score -2317190 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2317533.000000 Penalty: 4886.766602
	Iteration 4Q: 3 clusters Score -2317533 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2317913.000000 Penalty: 4886.766602
	Iteration 5Q: 3 clusters Score -2317913 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2318370.250000 Penalty: 4886.766602
	Iteration 6Q: 3 clusters Score -2318370 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2318942.750000 Penalty: 4886.766602
	Iteration 7Q: 3 clusters Score -2318943 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2319620.000000 Penalty: 4886.766602
	Iteration 8Q: 3 clusters Score -2319620 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2320300.500000 Penalty: 4886.766602
	Iteration 9Q: 3 clusters Score -2320300 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2320957.000000 Penalty: 4886.766602
	Iteration 10Q: 3 clusters Score -2320957 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2321462.000000 Penalty: 4886.766602
	Iteration 11Q: 3 clusters Score -2321462 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2321888.000000 Penalty: 4886.766602
	Iteration 12Q: 3 clusters Score -2321888 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2322181.750000 Penalty: 4886.766602
	Iteration 13Q: 3 clusters Score -2322182 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2322390.000000 Penalty: 4886.766602
	Iteration 14Q: 3 clusters Score -2322390 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2322529.750000 Penalty: 4886.766602
	Iteration 15Q: 3 clusters Score -2322530 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2322636.250000 Penalty: 4886.766602
	Iteration 16Q: 3 clusters Score -2322636 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2322740.000000 Penalty: 4886.766602
	Iteration 17Q: 3 clusters Score -2322740 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2322813.500000 Penalty: 4886.766602
	Iteration 18Q: 3 clusters Score -2322814 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2322864.750000 Penalty: 4886.766602
	Iteration 19Q: 3 clusters Score -2322865 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2322907.750000 Penalty: 4886.766602
	Iteration 20F: 3 clusters Score -2322908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2322937.500000 Penalty: 4886.766602
	Iteration 21Q: 3 clusters Score -2322938 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2322983.000000 Penalty: 4886.766602
	Iteration 22Q: 3 clusters Score -2322983 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2323018.500000 Penalty: 4886.766602
	Iteration 23Q: 3 clusters Score -2323018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2323044.750000 Penalty: 4886.766602
	Iteration 24Q: 3 clusters Score -2323045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2323060.500000 Penalty: 4886.766602
	Iteration 25Q: 3 clusters Score -2323060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2323073.750000 Penalty: 4886.766602
	Iteration 26Q: 3 clusters Score -2323074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2323100.500000 Penalty: 4886.766602
	Iteration 27Q: 3 clusters Score -2323100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2323110.750000 Penalty: 4886.766602
	Iteration 28Q: 3 clusters Score -2323111 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2323118.750000 Penalty: 4886.766602
	Iteration 29Q: 3 clusters Score -2323119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2323134.250000 Penalty: 4886.766602
	Iteration 30Q: 3 clusters Score -2323134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2323144.250000 Penalty: 4886.766602
	Iteration 31Q: 3 clusters Score -2323144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2323150.750000 Penalty: 4886.766602
	Iteration 32Q: 3 clusters Score -2323151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2323154.750000 Penalty: 4886.766602
	Iteration 33Q: 3 clusters Score -2323155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2323157.500000 Penalty: 4886.766602
	Iteration 34Q: 3 clusters Score -2323158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2323168.000000 Penalty: 4886.766602
	Iteration 35Q: 3 clusters Score -2323168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2323179.250000 Penalty: 4886.766602
	Iteration 36Q: 3 clusters Score -2323179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2323190.000000 Penalty: 4886.766602
	Iteration 37Q: 3 clusters Score -2323190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2323190.750000 Penalty: 4886.766602
	Iteration 38Q: 3 clusters Score -2323191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2323193.750000 Penalty: 4886.766602
	Iteration 39Q: 3 clusters Score -2323194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2323203.750000 Penalty: 4886.766602
	Iteration 40F: 3 clusters Score -2323204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2323209.250000 Penalty: 4886.766602
	Iteration 41Q: 3 clusters Score -2323209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2323212.750000 Penalty: 4886.766602
	Iteration 42Q: 3 clusters Score -2323213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2323214.500000 Penalty: 4886.766602
	Iteration 43Q: 3 clusters Score -2323214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2323222.500000 Penalty: 4886.766602
	Iteration 44Q: 3 clusters Score -2323222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2323232.000000 Penalty: 4886.766602
	Iteration 45Q: 3 clusters Score -2323232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2323239.500000 Penalty: 4886.766602
	Iteration 46Q: 3 clusters Score -2323240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2323249.750000 Penalty: 4886.766602
	Iteration 47Q: 3 clusters Score -2323250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2323256.750000 Penalty: 4886.766602
	Iteration 48Q: 3 clusters Score -2323257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2323258.250000 Penalty: 4886.766602
	Iteration 49Q: 3 clusters Score -2323258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2323258.500000 Penalty: 4886.766602
	Iteration 50Q: 3 clusters Score -2323258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2323270.500000 Penalty: 4886.766602
	Iteration 51Q: 3 clusters Score -2323270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2323279.250000 Penalty: 4886.766602
	Iteration 52Q: 3 clusters Score -2323279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2323284.500000 Penalty: 4886.766602
	Iteration 53Q: 3 clusters Score -2323284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2323292.250000 Penalty: 4886.766602
	Iteration 54Q: 3 clusters Score -2323292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2323291.750000 Penalty: 4886.766602
	Iteration 55Q: 3 clusters Score -2323292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2323296.000000 Penalty: 4886.766602
	Iteration 56Q: 3 clusters Score -2323296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2323301.250000 Penalty: 4886.766602
	Iteration 57Q: 3 clusters Score -2323301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2323304.000000 Penalty: 4886.766602
	Iteration 58Q: 3 clusters Score -2323304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2323310.250000 Penalty: 4886.766602
	Iteration 59Q: 3 clusters Score -2323310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2323314.000000 Penalty: 4886.766602
	Iteration 60F: 3 clusters Score -2323314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2323316.000000 Penalty: 4886.766602
	Iteration 61Q: 3 clusters Score -2323316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2323318.500000 Penalty: 4886.766602
	Iteration 62Q: 3 clusters Score -2323318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2323322.500000 Penalty: 4886.766602
	Iteration 63Q: 3 clusters Score -2323322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2323329.500000 Penalty: 4886.766602
	Iteration 64Q: 3 clusters Score -2323330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2323329.250000 Penalty: 4886.766602
	Iteration 65Q: 3 clusters Score -2323329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2323328.250000 Penalty: 4886.766602
	Iteration 66Q: 3 clusters Score -2323328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2323330.250000 Penalty: 4886.766602
	Iteration 67Q: 3 clusters Score -2323330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2323328.000000 Penalty: 4886.766602
	Iteration 68Q: 3 clusters Score -2323328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2323330.500000 Penalty: 4886.766602
	Iteration 69Q: 3 clusters Score -2323330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2323335.000000 Penalty: 4886.766602
	Iteration 70Q: 3 clusters Score -2323335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2323335.000000 Penalty: 4886.766602
	Iteration 71Q: 3 clusters Score -2323335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2323334.750000 Penalty: 4886.766602
	Iteration 72Q: 3 clusters Score -2323335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2323337.250000 Penalty: 4886.766602
	Iteration 73Q: 3 clusters Score -2323337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2323337.000000 Penalty: 4886.766602
	Iteration 74Q: 3 clusters Score -2323337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2323337.000000 Penalty: 4886.766602
	Iteration 75F: 3 clusters Score -2323337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Entering Unmasked Estep 
Score: -8769179.000000 Penalty: 2793.109619
	Iteration 0F: 2 clusters Score -8769179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -8717060.000000 Penalty: 5586.219238
	Iteration 0F: 3 clusters Score -8717060 nChanged 36352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -8738462.000000 Penalty: 5586.219238
	Iteration 1F: 3 clusters Score -8738462 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -8740005.000000 Penalty: 5586.219238
	Iteration 2Q: 3 clusters Score -8740005 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -8742186.000000 Penalty: 5586.219238
	Iteration 3F: 3 clusters Score -8742186 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -8745174.000000 Penalty: 5586.219238
	Iteration 4F: 3 clusters Score -8745174 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -8749026.000000 Penalty: 5586.219238
	Iteration 5F: 3 clusters Score -8749026 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -8753589.000000 Penalty: 5586.219238
	Iteration 6F: 3 clusters Score -8753589 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -8758026.000000 Penalty: 5586.219238
	Iteration 7F: 3 clusters Score -8758026 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -8761672.000000 Penalty: 5586.219238
	Iteration 8F: 3 clusters Score -8761672 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -8764007.000000 Penalty: 5586.219238
	Iteration 9Q: 3 clusters Score -8764007 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -8765310.000000 Penalty: 5586.219238
	Iteration 10Q: 3 clusters Score -8765310 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8765995.000000 Penalty: 5586.219238
	Iteration 11Q: 3 clusters Score -8765995 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76226 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8766382.000000 Penalty: 5586.219238
	Iteration 12Q: 3 clusters Score -8766382 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76535 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8766568.000000 Penalty: 5586.219238
	Iteration 13Q: 3 clusters Score -8766568 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8766690.000000 Penalty: 5586.219238
	Iteration 14Q: 3 clusters Score -8766690 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8766754.000000 Penalty: 5586.219238
	Iteration 15Q: 3 clusters Score -8766754 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8766790.000000 Penalty: 5586.219238
	Iteration 16Q: 3 clusters Score -8766790 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8766829.000000 Penalty: 5586.219238
	Iteration 17Q: 3 clusters Score -8766829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8766851.000000 Penalty: 5586.219238
	Iteration 18Q: 3 clusters Score -8766851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8766870.000000 Penalty: 5586.219238
	Iteration 19Q: 3 clusters Score -8766870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77076 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8766876.000000 Penalty: 5586.219238
	Iteration 20F: 3 clusters Score -8766876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8766890.000000 Penalty: 5586.219238
	Iteration 21Q: 3 clusters Score -8766890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8766890.000000 Penalty: 5586.219238
	Iteration 22Q: 3 clusters Score -8766890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8766893.000000 Penalty: 5586.219238
	Iteration 23Q: 3 clusters Score -8766893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8766889.000000 Penalty: 5586.219238
	Iteration 24Q: 3 clusters Score -8766889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8766900.000000 Penalty: 5586.219238
	Iteration 25Q: 3 clusters Score -8766900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8766896.000000 Penalty: 5586.219238
	Iteration 26Q: 3 clusters Score -8766896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8766891.000000 Penalty: 5586.219238
	Iteration 27Q: 3 clusters Score -8766891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8766896.000000 Penalty: 5586.219238
	Iteration 28Q: 3 clusters Score -8766896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8766896.000000 Penalty: 5586.219238
	Iteration 29Q: 3 clusters Score -8766896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8766897.000000 Penalty: 5586.219238
	Iteration 30Q: 3 clusters Score -8766897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8766897.000000 Penalty: 5586.219238
	Iteration 31F: 3 clusters Score -8766897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -147658.765625 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -147658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -145841.843750 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -145841.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -146764.671875 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -146764.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -147259.031250 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -147259 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -147465.359375 Penalty: 3432.653076
	Iteration 3F: 3 clusters Score -147465.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -147546.437500 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -147546.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -147596.609375 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -147596.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -147637.328125 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -147637.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -147653.000000 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -147653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -147655.218750 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -147655.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -147663.250000 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -147663.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -147663.250000 Penalty: 3432.653076
	Iteration 10F: 3 clusters Score -147663.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 234027 members 
Mstep: Class 3 contains 90786 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 19003 members 
Mstep: Class 6 contains 77850 members 
Mstep: Class 7 contains 432 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 95518 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 135438 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 98191 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21834 members 
Mstep: Class 26 contains 6689 members 
Mstep: Class 27 contains 7686 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 10398 members 
Mstep: Class 31 contains 39069 members 
Mstep: Class 32 contains 17250 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13589 members 
Mstep: Class 35 contains 21763 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2328 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31600 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4418 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6645 members 
Mstep: Class 51 contains 2213 members 
Mstep: Class 52 contains 16425 members 
Mstep: Class 53 contains 2431 members 
Mstep: Class 54 contains 8696 members 
Mstep: Class 55 contains 10604 members 
Mstep: Class 56 contains 11023 members 
Mstep: Class 57 contains 40358 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5789 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15849 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 5783 members 
Mstep: Class 67 contains 10992 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 626 members 
Mstep: Class 72 contains 2332 members 
Mstep: Class 73 contains 2261 members 
Mstep: Class 74 contains 3384 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 12992 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 581 members 
Entering Unmasked Estep 
Score: -154526976.000000 Penalty: 272517.312500
Splitting cluster 7 changes total score from -154528896.000000 to -154526976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Entering Unmasked Estep 
Score: -1305026.625000 Penalty: 2304.441895
	Iteration 0F: 2 clusters Score -1305027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1296916.250000 Penalty: 4608.883789
	Iteration 0F: 3 clusters Score -1296916 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1300017.500000 Penalty: 4608.883789
	Iteration 1F: 3 clusters Score -1300018 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1301036.875000 Penalty: 4608.883789
	Iteration 2F: 3 clusters Score -1301037 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1302148.500000 Penalty: 4608.883789
	Iteration 3F: 3 clusters Score -1302148 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1303119.250000 Penalty: 4608.883789
	Iteration 4F: 3 clusters Score -1303119 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1303873.000000 Penalty: 4608.883789
	Iteration 5F: 3 clusters Score -1303873 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1304277.250000 Penalty: 4608.883789
	Iteration 6F: 3 clusters Score -1304277 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1304457.375000 Penalty: 4608.883789
	Iteration 7Q: 3 clusters Score -1304457 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1304536.750000 Penalty: 4608.883789
	Iteration 8Q: 3 clusters Score -1304537 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1304579.000000 Penalty: 4608.883789
	Iteration 9Q: 3 clusters Score -1304579 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1304596.625000 Penalty: 4608.883789
	Iteration 10Q: 3 clusters Score -1304597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1304605.625000 Penalty: 4608.883789
	Iteration 11Q: 3 clusters Score -1304606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1304618.750000 Penalty: 4608.883789
	Iteration 12Q: 3 clusters Score -1304619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1304626.750000 Penalty: 4608.883789
	Iteration 13Q: 3 clusters Score -1304627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1304630.750000 Penalty: 4608.883789
	Iteration 14Q: 3 clusters Score -1304631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1304640.250000 Penalty: 4608.883789
	Iteration 15Q: 3 clusters Score -1304640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1304645.250000 Penalty: 4608.883789
	Iteration 16Q: 3 clusters Score -1304645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1304650.375000 Penalty: 4608.883789
	Iteration 17Q: 3 clusters Score -1304650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1304653.875000 Penalty: 4608.883789
	Iteration 18Q: 3 clusters Score -1304654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1304656.750000 Penalty: 4608.883789
	Iteration 19Q: 3 clusters Score -1304657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1304659.625000 Penalty: 4608.883789
	Iteration 20F: 3 clusters Score -1304660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1304658.625000 Penalty: 4608.883789
	Iteration 21Q: 3 clusters Score -1304659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1304662.000000 Penalty: 4608.883789
	Iteration 22Q: 3 clusters Score -1304662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1304667.500000 Penalty: 4608.883789
	Iteration 23Q: 3 clusters Score -1304668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1304668.125000 Penalty: 4608.883789
	Iteration 24Q: 3 clusters Score -1304668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1304670.625000 Penalty: 4608.883789
	Iteration 25Q: 3 clusters Score -1304671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1304670.375000 Penalty: 4608.883789
	Iteration 26Q: 3 clusters Score -1304670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1304670.875000 Penalty: 4608.883789
	Iteration 27Q: 3 clusters Score -1304671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1304668.750000 Penalty: 4608.883789
	Iteration 28Q: 3 clusters Score -1304669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1304669.500000 Penalty: 4608.883789
	Iteration 29Q: 3 clusters Score -1304670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1304668.750000 Penalty: 4608.883789
	Iteration 30Q: 3 clusters Score -1304669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1304668.250000 Penalty: 4608.883789
	Iteration 31Q: 3 clusters Score -1304668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1304668.250000 Penalty: 4608.883789
	Iteration 32F: 3 clusters Score -1304668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -385424.375000 Penalty: 2009.441528
	Iteration 0F: 2 clusters Score -385424.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -381949.281250 Penalty: 4018.883057
	Iteration 0F: 3 clusters Score -381949.3 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -382675.187500 Penalty: 4018.883057
	Iteration 1F: 3 clusters Score -382675.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -382873.875000 Penalty: 4018.883057
	Iteration 2F: 3 clusters Score -382873.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -383024.156250 Penalty: 4018.883057
	Iteration 3F: 3 clusters Score -383024.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -383163.562500 Penalty: 4018.883057
	Iteration 4F: 3 clusters Score -383163.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -383289.062500 Penalty: 4018.883057
	Iteration 5Q: 3 clusters Score -383289.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -383412.875000 Penalty: 4018.883057
	Iteration 6Q: 3 clusters Score -383412.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -383515.187500 Penalty: 4018.883057
	Iteration 7Q: 3 clusters Score -383515.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -383600.718750 Penalty: 4018.883057
	Iteration 8Q: 3 clusters Score -383600.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -383672.843750 Penalty: 4018.883057
	Iteration 9Q: 3 clusters Score -383672.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -383737.531250 Penalty: 4018.883057
	Iteration 10Q: 3 clusters Score -383737.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -383805.281250 Penalty: 4018.883057
	Iteration 11Q: 3 clusters Score -383805.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -383871.125000 Penalty: 4018.883057
	Iteration 12Q: 3 clusters Score -383871.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -383931.437500 Penalty: 4018.883057
	Iteration 13Q: 3 clusters Score -383931.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -383979.593750 Penalty: 4018.883057
	Iteration 14Q: 3 clusters Score -383979.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -384013.906250 Penalty: 4018.883057
	Iteration 15Q: 3 clusters Score -384013.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -384039.906250 Penalty: 4018.883057
	Iteration 16Q: 3 clusters Score -384039.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -384059.062500 Penalty: 4018.883057
	Iteration 17Q: 3 clusters Score -384059.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -384081.468750 Penalty: 4018.883057
	Iteration 18Q: 3 clusters Score -384081.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -384099.750000 Penalty: 4018.883057
	Iteration 19Q: 3 clusters Score -384099.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -384116.093750 Penalty: 4018.883057
	Iteration 20F: 3 clusters Score -384116.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -384126.625000 Penalty: 4018.883057
	Iteration 21Q: 3 clusters Score -384126.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -384135.718750 Penalty: 4018.883057
	Iteration 22Q: 3 clusters Score -384135.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -384144.500000 Penalty: 4018.883057
	Iteration 23Q: 3 clusters Score -384144.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -384148.593750 Penalty: 4018.883057
	Iteration 24Q: 3 clusters Score -384148.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -384150.843750 Penalty: 4018.883057
	Iteration 25Q: 3 clusters Score -384150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -384152.281250 Penalty: 4018.883057
	Iteration 26Q: 3 clusters Score -384152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -384154.218750 Penalty: 4018.883057
	Iteration 27Q: 3 clusters Score -384154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -384155.281250 Penalty: 4018.883057
	Iteration 28Q: 3 clusters Score -384155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -384156.031250 Penalty: 4018.883057
	Iteration 29Q: 3 clusters Score -384156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -384157.031250 Penalty: 4018.883057
	Iteration 30Q: 3 clusters Score -384157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -384158.937500 Penalty: 4018.883057
	Iteration 31Q: 3 clusters Score -384158.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -384158.937500 Penalty: 4018.883057
	Iteration 32Q: 3 clusters Score -384158.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -384159.781250 Penalty: 4018.883057
	Iteration 33Q: 3 clusters Score -384159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -384159.875000 Penalty: 4018.883057
	Iteration 34Q: 3 clusters Score -384159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -384161.000000 Penalty: 4018.883057
	Iteration 35Q: 3 clusters Score -384161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -384164.437500 Penalty: 4018.883057
	Iteration 36Q: 3 clusters Score -384164.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -384167.312500 Penalty: 4018.883057
	Iteration 37Q: 3 clusters Score -384167.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -384167.312500 Penalty: 4018.883057
	Iteration 38Q: 3 clusters Score -384167.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -384167.312500 Penalty: 4018.883057
	Iteration 39F: 3 clusters Score -384167.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Entering Unmasked Estep 
Score: -697513.250000 Penalty: 2147.743164
	Iteration 0F: 2 clusters Score -697513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -692448.812500 Penalty: 4295.486328
	Iteration 0F: 3 clusters Score -692448.8 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -693666.625000 Penalty: 4295.486328
	Iteration 1F: 3 clusters Score -693666.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -693886.812500 Penalty: 4295.486328
	Iteration 2F: 3 clusters Score -693886.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -694022.437500 Penalty: 4295.486328
	Iteration 3Q: 3 clusters Score -694022.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -694109.125000 Penalty: 4295.486328
	Iteration 4Q: 3 clusters Score -694109.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -694171.000000 Penalty: 4295.486328
	Iteration 5Q: 3 clusters Score -694171 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -694234.687500 Penalty: 4295.486328
	Iteration 6Q: 3 clusters Score -694234.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -694292.062500 Penalty: 4295.486328
	Iteration 7Q: 3 clusters Score -694292.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -694336.187500 Penalty: 4295.486328
	Iteration 8Q: 3 clusters Score -694336.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -694376.062500 Penalty: 4295.486328
	Iteration 9Q: 3 clusters Score -694376.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -694407.875000 Penalty: 4295.486328
	Iteration 10Q: 3 clusters Score -694407.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -694440.125000 Penalty: 4295.486328
	Iteration 11Q: 3 clusters Score -694440.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -694478.625000 Penalty: 4295.486328
	Iteration 12Q: 3 clusters Score -694478.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -694523.562500 Penalty: 4295.486328
	Iteration 13Q: 3 clusters Score -694523.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -694572.937500 Penalty: 4295.486328
	Iteration 14Q: 3 clusters Score -694572.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -694623.375000 Penalty: 4295.486328
	Iteration 15Q: 3 clusters Score -694623.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -694682.625000 Penalty: 4295.486328
	Iteration 16Q: 3 clusters Score -694682.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -694753.500000 Penalty: 4295.486328
	Iteration 17Q: 3 clusters Score -694753.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -694842.562500 Penalty: 4295.486328
	Iteration 18Q: 3 clusters Score -694842.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -694923.750000 Penalty: 4295.486328
	Iteration 19Q: 3 clusters Score -694923.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -694994.625000 Penalty: 4295.486328
	Iteration 20F: 3 clusters Score -694994.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -695068.812500 Penalty: 4295.486328
	Iteration 21Q: 3 clusters Score -695068.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -695142.312500 Penalty: 4295.486328
	Iteration 22Q: 3 clusters Score -695142.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -695198.437500 Penalty: 4295.486328
	Iteration 23Q: 3 clusters Score -695198.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -695249.375000 Penalty: 4295.486328
	Iteration 24Q: 3 clusters Score -695249.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -695309.750000 Penalty: 4295.486328
	Iteration 25Q: 3 clusters Score -695309.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -695360.562500 Penalty: 4295.486328
	Iteration 26Q: 3 clusters Score -695360.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -695412.625000 Penalty: 4295.486328
	Iteration 27Q: 3 clusters Score -695412.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -695454.187500 Penalty: 4295.486328
	Iteration 28Q: 3 clusters Score -695454.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -695483.812500 Penalty: 4295.486328
	Iteration 29Q: 3 clusters Score -695483.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -695513.937500 Penalty: 4295.486328
	Iteration 30Q: 3 clusters Score -695513.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -695535.937500 Penalty: 4295.486328
	Iteration 31Q: 3 clusters Score -695535.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -695549.437500 Penalty: 4295.486328
	Iteration 32Q: 3 clusters Score -695549.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -695561.937500 Penalty: 4295.486328
	Iteration 33Q: 3 clusters Score -695561.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -695575.187500 Penalty: 4295.486328
	Iteration 34Q: 3 clusters Score -695575.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -695588.687500 Penalty: 4295.486328
	Iteration 35Q: 3 clusters Score -695588.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -695604.812500 Penalty: 4295.486328
	Iteration 36Q: 3 clusters Score -695604.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -695615.625000 Penalty: 4295.486328
	Iteration 37Q: 3 clusters Score -695615.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -695625.125000 Penalty: 4295.486328
	Iteration 38Q: 3 clusters Score -695625.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -695633.500000 Penalty: 4295.486328
	Iteration 39Q: 3 clusters Score -695633.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -695639.750000 Penalty: 4295.486328
	Iteration 40F: 3 clusters Score -695639.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -695652.062500 Penalty: 4295.486328
	Iteration 41Q: 3 clusters Score -695652.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -695658.812500 Penalty: 4295.486328
	Iteration 42Q: 3 clusters Score -695658.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -695666.875000 Penalty: 4295.486328
	Iteration 43Q: 3 clusters Score -695666.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -695674.500000 Penalty: 4295.486328
	Iteration 44Q: 3 clusters Score -695674.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -695680.562500 Penalty: 4295.486328
	Iteration 45Q: 3 clusters Score -695680.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -695684.062500 Penalty: 4295.486328
	Iteration 46Q: 3 clusters Score -695684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -695685.750000 Penalty: 4295.486328
	Iteration 47Q: 3 clusters Score -695685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -695687.375000 Penalty: 4295.486328
	Iteration 48Q: 3 clusters Score -695687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -695689.062500 Penalty: 4295.486328
	Iteration 49Q: 3 clusters Score -695689.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -695691.437500 Penalty: 4295.486328
	Iteration 50Q: 3 clusters Score -695691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -695690.187500 Penalty: 4295.486328
	Iteration 51Q: 3 clusters Score -695690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -695689.437500 Penalty: 4295.486328
	Iteration 52Q: 3 clusters Score -695689.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -695689.437500 Penalty: 4295.486328
	Iteration 53F: 3 clusters Score -695689.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Entering Unmasked Estep 
Score: -847350.812500 Penalty: 2201.729248
	Iteration 0F: 2 clusters Score -847350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -841542.437500 Penalty: 4403.458496
	Iteration 0F: 3 clusters Score -841542.4 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -843386.625000 Penalty: 4403.458496
	Iteration 1F: 3 clusters Score -843386.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -843942.625000 Penalty: 4403.458496
	Iteration 2F: 3 clusters Score -843942.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -844550.187500 Penalty: 4403.458496
	Iteration 3F: 3 clusters Score -844550.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -845092.812500 Penalty: 4403.458496
	Iteration 4F: 3 clusters Score -845092.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -845610.250000 Penalty: 4403.458496
	Iteration 5F: 3 clusters Score -845610.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -846009.062500 Penalty: 4403.458496
	Iteration 6F: 3 clusters Score -846009.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -846263.125000 Penalty: 4403.458496
	Iteration 7Q: 3 clusters Score -846263.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -846441.437500 Penalty: 4403.458496
	Iteration 8Q: 3 clusters Score -846441.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -846573.062500 Penalty: 4403.458496
	Iteration 9Q: 3 clusters Score -846573.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -846680.437500 Penalty: 4403.458496
	Iteration 10Q: 3 clusters Score -846680.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -846769.500000 Penalty: 4403.458496
	Iteration 11Q: 3 clusters Score -846769.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -846846.625000 Penalty: 4403.458496
	Iteration 12Q: 3 clusters Score -846846.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -846910.562500 Penalty: 4403.458496
	Iteration 13Q: 3 clusters Score -846910.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -846953.500000 Penalty: 4403.458496
	Iteration 14Q: 3 clusters Score -846953.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -846993.625000 Penalty: 4403.458496
	Iteration 15Q: 3 clusters Score -846993.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -847028.875000 Penalty: 4403.458496
	Iteration 16Q: 3 clusters Score -847028.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -847057.375000 Penalty: 4403.458496
	Iteration 17Q: 3 clusters Score -847057.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -847079.937500 Penalty: 4403.458496
	Iteration 18Q: 3 clusters Score -847079.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -847090.250000 Penalty: 4403.458496
	Iteration 19Q: 3 clusters Score -847090.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -847097.062500 Penalty: 4403.458496
	Iteration 20F: 3 clusters Score -847097.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -847104.687500 Penalty: 4403.458496
	Iteration 21Q: 3 clusters Score -847104.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -847104.875000 Penalty: 4403.458496
	Iteration 22Q: 3 clusters Score -847104.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -847110.062500 Penalty: 4403.458496
	Iteration 23Q: 3 clusters Score -847110.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -847113.375000 Penalty: 4403.458496
	Iteration 24Q: 3 clusters Score -847113.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -847115.375000 Penalty: 4403.458496
	Iteration 25Q: 3 clusters Score -847115.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -847115.125000 Penalty: 4403.458496
	Iteration 26Q: 3 clusters Score -847115.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -847118.062500 Penalty: 4403.458496
	Iteration 27Q: 3 clusters Score -847118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -847119.875000 Penalty: 4403.458496
	Iteration 28Q: 3 clusters Score -847119.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -847119.875000 Penalty: 4403.458496
	Iteration 29F: 3 clusters Score -847119.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95518 members 
Entering Unmasked Estep 
Score: -11604726.000000 Penalty: 2843.833252
	Iteration 0F: 2 clusters Score -1.160473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -11540749.000000 Penalty: 5687.666504
	Iteration 0F: 3 clusters Score -1.154075e+07 nChanged 45050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -11566473.000000 Penalty: 5687.666504
	Iteration 1F: 3 clusters Score -1.156647e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -11567357.000000 Penalty: 5687.666504
	Iteration 2Q: 3 clusters Score -1.156736e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -11568323.000000 Penalty: 5687.666504
	Iteration 3Q: 3 clusters Score -1.156832e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -11569324.000000 Penalty: 5687.666504
	Iteration 4Q: 3 clusters Score -1.156932e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -11570736.000000 Penalty: 5687.666504
	Iteration 5Q: 3 clusters Score -1.157074e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -11572412.000000 Penalty: 5687.666504
	Iteration 6Q: 3 clusters Score -1.157241e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -11574240.000000 Penalty: 5687.666504
	Iteration 7Q: 3 clusters Score -1.157424e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -11576005.000000 Penalty: 5687.666504
	Iteration 8Q: 3 clusters Score -1.1576e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -11577768.000000 Penalty: 5687.666504
	Iteration 9Q: 3 clusters Score -1.157777e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -11579210.000000 Penalty: 5687.666504
	Iteration 10Q: 3 clusters Score -1.157921e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -11580490.000000 Penalty: 5687.666504
	Iteration 11Q: 3 clusters Score -1.158049e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -11581562.000000 Penalty: 5687.666504
	Iteration 12Q: 3 clusters Score -1.158156e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -11582728.000000 Penalty: 5687.666504
	Iteration 13Q: 3 clusters Score -1.158273e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -11584194.000000 Penalty: 5687.666504
	Iteration 14Q: 3 clusters Score -1.158419e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 74060 members 
Entering Unmasked Estep 
Score: -11586133.000000 Penalty: 5687.666504
	Iteration 15Q: 3 clusters Score -1.158613e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
Score: -11588694.000000 Penalty: 5687.666504
	Iteration 16Q: 3 clusters Score -1.158869e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 82505 members 
Entering Unmasked Estep 
Score: -11591854.000000 Penalty: 5687.666504
	Iteration 17Q: 3 clusters Score -1.159185e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -11595366.000000 Penalty: 5687.666504
	Iteration 18Q: 3 clusters Score -1.159537e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 90062 members 
Entering Unmasked Estep 
Score: -11598291.000000 Penalty: 5687.666504
	Iteration 19Q: 3 clusters Score -1.159829e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 92354 members 
Entering Unmasked Estep 
Score: -11600358.000000 Penalty: 5687.666504
	Iteration 20F: 3 clusters Score -1.160036e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 93548 members 
Entering Unmasked Estep 
Score: -11601399.000000 Penalty: 5687.666504
	Iteration 21Q: 3 clusters Score -1.16014e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -11601889.000000 Penalty: 5687.666504
	Iteration 22Q: 3 clusters Score -1.160189e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 94423 members 
Entering Unmasked Estep 
Score: -11602127.000000 Penalty: 5687.666504
	Iteration 23Q: 3 clusters Score -1.160213e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 94573 members 
Entering Unmasked Estep 
Score: -11602239.000000 Penalty: 5687.666504
	Iteration 24Q: 3 clusters Score -1.160224e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 94662 members 
Entering Unmasked Estep 
Score: -11602313.000000 Penalty: 5687.666504
	Iteration 25Q: 3 clusters Score -1.160231e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -11602357.000000 Penalty: 5687.666504
	Iteration 26Q: 3 clusters Score -1.160236e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -11602416.000000 Penalty: 5687.666504
	Iteration 27Q: 3 clusters Score -1.160242e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 94779 members 
Entering Unmasked Estep 
Score: -11602433.000000 Penalty: 5687.666504
	Iteration 28Q: 3 clusters Score -1.160243e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 94798 members 
Entering Unmasked Estep 
Score: -11602456.000000 Penalty: 5687.666504
	Iteration 29Q: 3 clusters Score -1.160246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -11602468.000000 Penalty: 5687.666504
	Iteration 30Q: 3 clusters Score -1.160247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 94823 members 
Entering Unmasked Estep 
Score: -11602467.000000 Penalty: 5687.666504
	Iteration 31Q: 3 clusters Score -1.160247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 94829 members 
Entering Unmasked Estep 
Score: -11602475.000000 Penalty: 5687.666504
	Iteration 32Q: 3 clusters Score -1.160248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 94843 members 
Entering Unmasked Estep 
Score: -11602482.000000 Penalty: 5687.666504
	Iteration 33Q: 3 clusters Score -1.160248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 94851 members 
Entering Unmasked Estep 
Score: -11602502.000000 Penalty: 5687.666504
	Iteration 34Q: 3 clusters Score -1.16025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 94850 members 
Entering Unmasked Estep 
Score: -11602508.000000 Penalty: 5687.666504
	Iteration 35Q: 3 clusters Score -1.160251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 94851 members 
Entering Unmasked Estep 
Score: -11602518.000000 Penalty: 5687.666504
	Iteration 36Q: 3 clusters Score -1.160252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -11602503.000000 Penalty: 5687.666504
	Iteration 37Q: 3 clusters Score -1.16025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 94855 members 
Entering Unmasked Estep 
Score: -11602508.000000 Penalty: 5687.666504
	Iteration 38Q: 3 clusters Score -1.160251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -11602509.000000 Penalty: 5687.666504
	Iteration 39Q: 3 clusters Score -1.160251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -11602509.000000 Penalty: 5687.666504
	Iteration 40F: 3 clusters Score -1.160251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Entering Unmasked Estep 
Score: -562125.250000 Penalty: 2081.236572
	Iteration 0F: 2 clusters Score -562125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -557975.250000 Penalty: 4162.473145
	Iteration 0F: 3 clusters Score -557975.2 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -558892.437500 Penalty: 4162.473145
	Iteration 1F: 3 clusters Score -558892.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -559071.500000 Penalty: 4162.473145
	Iteration 2F: 3 clusters Score -559071.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -559176.625000 Penalty: 4162.473145
	Iteration 3Q: 3 clusters Score -559176.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -559246.812500 Penalty: 4162.473145
	Iteration 4Q: 3 clusters Score -559246.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -559283.812500 Penalty: 4162.473145
	Iteration 5Q: 3 clusters Score -559283.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -559313.000000 Penalty: 4162.473145
	Iteration 6Q: 3 clusters Score -559313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -559338.625000 Penalty: 4162.473145
	Iteration 7Q: 3 clusters Score -559338.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -559364.500000 Penalty: 4162.473145
	Iteration 8Q: 3 clusters Score -559364.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -559387.187500 Penalty: 4162.473145
	Iteration 9Q: 3 clusters Score -559387.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -559409.437500 Penalty: 4162.473145
	Iteration 10Q: 3 clusters Score -559409.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -559439.312500 Penalty: 4162.473145
	Iteration 11Q: 3 clusters Score -559439.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -559470.500000 Penalty: 4162.473145
	Iteration 12Q: 3 clusters Score -559470.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -559493.062500 Penalty: 4162.473145
	Iteration 13Q: 3 clusters Score -559493.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -559513.187500 Penalty: 4162.473145
	Iteration 14Q: 3 clusters Score -559513.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -559532.687500 Penalty: 4162.473145
	Iteration 15Q: 3 clusters Score -559532.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -559548.125000 Penalty: 4162.473145
	Iteration 16Q: 3 clusters Score -559548.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -559563.750000 Penalty: 4162.473145
	Iteration 17Q: 3 clusters Score -559563.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -559575.437500 Penalty: 4162.473145
	Iteration 18Q: 3 clusters Score -559575.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -559585.500000 Penalty: 4162.473145
	Iteration 19Q: 3 clusters Score -559585.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -559599.625000 Penalty: 4162.473145
	Iteration 20F: 3 clusters Score -559599.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -559619.250000 Penalty: 4162.473145
	Iteration 21Q: 3 clusters Score -559619.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -559644.750000 Penalty: 4162.473145
	Iteration 22Q: 3 clusters Score -559644.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -559666.875000 Penalty: 4162.473145
	Iteration 23Q: 3 clusters Score -559666.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -559690.375000 Penalty: 4162.473145
	Iteration 24Q: 3 clusters Score -559690.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -559710.625000 Penalty: 4162.473145
	Iteration 25Q: 3 clusters Score -559710.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -559733.000000 Penalty: 4162.473145
	Iteration 26Q: 3 clusters Score -559733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -559749.562500 Penalty: 4162.473145
	Iteration 27Q: 3 clusters Score -559749.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -559763.812500 Penalty: 4162.473145
	Iteration 28Q: 3 clusters Score -559763.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -559779.625000 Penalty: 4162.473145
	Iteration 29Q: 3 clusters Score -559779.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -559792.750000 Penalty: 4162.473145
	Iteration 30Q: 3 clusters Score -559792.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -559806.187500 Penalty: 4162.473145
	Iteration 31Q: 3 clusters Score -559806.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -559816.250000 Penalty: 4162.473145
	Iteration 32Q: 3 clusters Score -559816.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -559824.937500 Penalty: 4162.473145
	Iteration 33Q: 3 clusters Score -559824.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -559828.875000 Penalty: 4162.473145
	Iteration 34Q: 3 clusters Score -559828.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -559832.250000 Penalty: 4162.473145
	Iteration 35Q: 3 clusters Score -559832.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -559838.625000 Penalty: 4162.473145
	Iteration 36Q: 3 clusters Score -559838.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -559847.687500 Penalty: 4162.473145
	Iteration 37Q: 3 clusters Score -559847.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -559856.500000 Penalty: 4162.473145
	Iteration 38Q: 3 clusters Score -559856.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -559867.437500 Penalty: 4162.473145
	Iteration 39Q: 3 clusters Score -559867.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -559875.812500 Penalty: 4162.473145
	Iteration 40F: 3 clusters Score -559875.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -559880.437500 Penalty: 4162.473145
	Iteration 41Q: 3 clusters Score -559880.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -559886.250000 Penalty: 4162.473145
	Iteration 42Q: 3 clusters Score -559886.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -559892.437500 Penalty: 4162.473145
	Iteration 43Q: 3 clusters Score -559892.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -559894.062500 Penalty: 4162.473145
	Iteration 44Q: 3 clusters Score -559894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -559894.500000 Penalty: 4162.473145
	Iteration 45Q: 3 clusters Score -559894.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -559896.125000 Penalty: 4162.473145
	Iteration 46Q: 3 clusters Score -559896.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -559898.750000 Penalty: 4162.473145
	Iteration 47Q: 3 clusters Score -559898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -559900.187500 Penalty: 4162.473145
	Iteration 48Q: 3 clusters Score -559900.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -559901.125000 Penalty: 4162.473145
	Iteration 49Q: 3 clusters Score -559901.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -559901.187500 Penalty: 4162.473145
	Iteration 50Q: 3 clusters Score -559901.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -559901.187500 Penalty: 4162.473145
	Iteration 51F: 3 clusters Score -559901.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -964245.812500 Penalty: 2227.799805
	Iteration 0F: 2 clusters Score -964245.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -957854.625000 Penalty: 4455.599609
	Iteration 0F: 3 clusters Score -957854.6 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -959542.375000 Penalty: 4455.599609
	Iteration 1F: 3 clusters Score -959542.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -959813.500000 Penalty: 4455.599609
	Iteration 2F: 3 clusters Score -959813.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -959983.562500 Penalty: 4455.599609
	Iteration 3Q: 3 clusters Score -959983.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -960122.500000 Penalty: 4455.599609
	Iteration 4Q: 3 clusters Score -960122.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -960240.250000 Penalty: 4455.599609
	Iteration 5Q: 3 clusters Score -960240.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -960370.625000 Penalty: 4455.599609
	Iteration 6Q: 3 clusters Score -960370.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -960520.625000 Penalty: 4455.599609
	Iteration 7Q: 3 clusters Score -960520.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -960684.000000 Penalty: 4455.599609
	Iteration 8Q: 3 clusters Score -960684 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -960860.125000 Penalty: 4455.599609
	Iteration 9Q: 3 clusters Score -960860.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -961038.125000 Penalty: 4455.599609
	Iteration 10Q: 3 clusters Score -961038.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -961236.687500 Penalty: 4455.599609
	Iteration 11Q: 3 clusters Score -961236.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -961465.000000 Penalty: 4455.599609
	Iteration 12Q: 3 clusters Score -961465 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -961684.250000 Penalty: 4455.599609
	Iteration 13Q: 3 clusters Score -961684.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -961904.625000 Penalty: 4455.599609
	Iteration 14Q: 3 clusters Score -961904.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -962071.812500 Penalty: 4455.599609
	Iteration 15Q: 3 clusters Score -962071.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -962174.062500 Penalty: 4455.599609
	Iteration 16Q: 3 clusters Score -962174.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -962235.687500 Penalty: 4455.599609
	Iteration 17Q: 3 clusters Score -962235.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -962275.437500 Penalty: 4455.599609
	Iteration 18Q: 3 clusters Score -962275.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -962307.375000 Penalty: 4455.599609
	Iteration 19Q: 3 clusters Score -962307.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -962328.625000 Penalty: 4455.599609
	Iteration 20F: 3 clusters Score -962328.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -962344.312500 Penalty: 4455.599609
	Iteration 21Q: 3 clusters Score -962344.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -962350.562500 Penalty: 4455.599609
	Iteration 22Q: 3 clusters Score -962350.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -962354.937500 Penalty: 4455.599609
	Iteration 23Q: 3 clusters Score -962354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -962356.125000 Penalty: 4455.599609
	Iteration 24Q: 3 clusters Score -962356.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -962356.125000 Penalty: 4455.599609
	Iteration 25F: 3 clusters Score -962356.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (135438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135438 members 
Entering Unmasked Estep 
Score: -16443071.000000 Penalty: 2930.434570
	Iteration 0F: 2 clusters Score -1.644307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -16352433.000000 Penalty: 5860.869141
	Iteration 0F: 3 clusters Score -1.635243e+07 nChanged 64488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -16390161.000000 Penalty: 5860.869141
	Iteration 1F: 3 clusters Score -1.639016e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -16390965.000000 Penalty: 5860.869141
	Iteration 2Q: 3 clusters Score -1.639096e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -16392036.000000 Penalty: 5860.869141
	Iteration 3Q: 3 clusters Score -1.639204e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76155 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -16393558.000000 Penalty: 5860.869141
	Iteration 4Q: 3 clusters Score -1.639356e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -16396076.000000 Penalty: 5860.869141
	Iteration 5Q: 3 clusters Score -1.639608e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -16400172.000000 Penalty: 5860.869141
	Iteration 6F: 3 clusters Score -1.640017e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -16406862.000000 Penalty: 5860.869141
	Iteration 7F: 3 clusters Score -1.640686e+07 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107784 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -16415882.000000 Penalty: 5860.869141
	Iteration 8F: 3 clusters Score -1.641588e+07 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118277 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -16425567.000000 Penalty: 5860.869141
	Iteration 9F: 3 clusters Score -1.642557e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126100 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -16432901.000000 Penalty: 5860.869141
	Iteration 10F: 3 clusters Score -1.64329e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130707 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -16437036.000000 Penalty: 5860.869141
	Iteration 11Q: 3 clusters Score -1.643704e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132975 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -16438922.000000 Penalty: 5860.869141
	Iteration 12Q: 3 clusters Score -1.643892e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133968 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -16439765.000000 Penalty: 5860.869141
	Iteration 13Q: 3 clusters Score -1.643976e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134372 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -16440145.000000 Penalty: 5860.869141
	Iteration 14Q: 3 clusters Score -1.644014e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134570 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -16440325.000000 Penalty: 5860.869141
	Iteration 15Q: 3 clusters Score -1.644032e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134660 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -16440438.000000 Penalty: 5860.869141
	Iteration 16Q: 3 clusters Score -1.644044e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134718 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -16440502.000000 Penalty: 5860.869141
	Iteration 17Q: 3 clusters Score -1.64405e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134754 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -16440543.000000 Penalty: 5860.869141
	Iteration 18Q: 3 clusters Score -1.644054e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134783 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -16440577.000000 Penalty: 5860.869141
	Iteration 19Q: 3 clusters Score -1.644058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134803 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -16440592.000000 Penalty: 5860.869141
	Iteration 20F: 3 clusters Score -1.644059e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134829 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -16440625.000000 Penalty: 5860.869141
	Iteration 21Q: 3 clusters Score -1.644062e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134843 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -16440640.000000 Penalty: 5860.869141
	Iteration 22Q: 3 clusters Score -1.644064e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134858 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -16440671.000000 Penalty: 5860.869141
	Iteration 23Q: 3 clusters Score -1.644067e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134876 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -16440726.000000 Penalty: 5860.869141
	Iteration 24Q: 3 clusters Score -1.644073e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134883 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -16440710.000000 Penalty: 5860.869141
	Iteration 25Q: 3 clusters Score -1.644071e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134894 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -16440728.000000 Penalty: 5860.869141
	Iteration 26Q: 3 clusters Score -1.644073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134892 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -16440730.000000 Penalty: 5860.869141
	Iteration 27Q: 3 clusters Score -1.644073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134896 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -16440764.000000 Penalty: 5860.869141
	Iteration 28Q: 3 clusters Score -1.644076e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134900 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -16440775.000000 Penalty: 5860.869141
	Iteration 29Q: 3 clusters Score -1.644078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134900 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -16440791.000000 Penalty: 5860.869141
	Iteration 30Q: 3 clusters Score -1.644079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134907 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -16440815.000000 Penalty: 5860.869141
	Iteration 31Q: 3 clusters Score -1.644082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134909 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -16440808.000000 Penalty: 5860.869141
	Iteration 32Q: 3 clusters Score -1.644081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134913 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -16440806.000000 Penalty: 5860.869141
	Iteration 33Q: 3 clusters Score -1.644081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134914 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -16440800.000000 Penalty: 5860.869141
	Iteration 34Q: 3 clusters Score -1.64408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134914 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -16440802.000000 Penalty: 5860.869141
	Iteration 35Q: 3 clusters Score -1.64408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134915 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -16440809.000000 Penalty: 5860.869141
	Iteration 36Q: 3 clusters Score -1.644081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134915 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -16440809.000000 Penalty: 5860.869141
	Iteration 37F: 3 clusters Score -1.644081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Entering Unmasked Estep 
Score: -600277.562500 Penalty: 2119.064209
	Iteration 0F: 2 clusters Score -600277.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -595671.312500 Penalty: 4238.128418
	Iteration 0F: 3 clusters Score -595671.3 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -596918.000000 Penalty: 4238.128418
	Iteration 1F: 3 clusters Score -596918 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -597201.687500 Penalty: 4238.128418
	Iteration 2F: 3 clusters Score -597201.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -597428.562500 Penalty: 4238.128418
	Iteration 3F: 3 clusters Score -597428.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -597659.812500 Penalty: 4238.128418
	Iteration 4F: 3 clusters Score -597659.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -597888.562500 Penalty: 4238.128418
	Iteration 5F: 3 clusters Score -597888.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -598097.875000 Penalty: 4238.128418
	Iteration 6F: 3 clusters Score -598097.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -598258.750000 Penalty: 4238.128418
	Iteration 7Q: 3 clusters Score -598258.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -598409.125000 Penalty: 4238.128418
	Iteration 8Q: 3 clusters Score -598409.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -598512.000000 Penalty: 4238.128418
	Iteration 9Q: 3 clusters Score -598512 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -598580.250000 Penalty: 4238.128418
	Iteration 10Q: 3 clusters Score -598580.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -598640.187500 Penalty: 4238.128418
	Iteration 11Q: 3 clusters Score -598640.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -598680.500000 Penalty: 4238.128418
	Iteration 12Q: 3 clusters Score -598680.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -598715.250000 Penalty: 4238.128418
	Iteration 13Q: 3 clusters Score -598715.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -598745.937500 Penalty: 4238.128418
	Iteration 14Q: 3 clusters Score -598745.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -598782.375000 Penalty: 4238.128418
	Iteration 15Q: 3 clusters Score -598782.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -598818.937500 Penalty: 4238.128418
	Iteration 16Q: 3 clusters Score -598818.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -598856.562500 Penalty: 4238.128418
	Iteration 17Q: 3 clusters Score -598856.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -598887.312500 Penalty: 4238.128418
	Iteration 18Q: 3 clusters Score -598887.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -598912.875000 Penalty: 4238.128418
	Iteration 19Q: 3 clusters Score -598912.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -598933.062500 Penalty: 4238.128418
	Iteration 20F: 3 clusters Score -598933.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -598952.750000 Penalty: 4238.128418
	Iteration 21Q: 3 clusters Score -598952.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -598962.937500 Penalty: 4238.128418
	Iteration 22Q: 3 clusters Score -598962.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -598972.062500 Penalty: 4238.128418
	Iteration 23Q: 3 clusters Score -598972.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -598976.062500 Penalty: 4238.128418
	Iteration 24Q: 3 clusters Score -598976.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -598982.187500 Penalty: 4238.128418
	Iteration 25Q: 3 clusters Score -598982.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -598986.000000 Penalty: 4238.128418
	Iteration 26Q: 3 clusters Score -598986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -598988.250000 Penalty: 4238.128418
	Iteration 27Q: 3 clusters Score -598988.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -598991.375000 Penalty: 4238.128418
	Iteration 28Q: 3 clusters Score -598991.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -598993.125000 Penalty: 4238.128418
	Iteration 29Q: 3 clusters Score -598993.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -598993.875000 Penalty: 4238.128418
	Iteration 30Q: 3 clusters Score -598993.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -598994.937500 Penalty: 4238.128418
	Iteration 31Q: 3 clusters Score -598994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -598996.250000 Penalty: 4238.128418
	Iteration 32Q: 3 clusters Score -598996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -598996.250000 Penalty: 4238.128418
	Iteration 33F: 3 clusters Score -598996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Entering Unmasked Estep 
Score: -1955214.375000 Penalty: 2394.748291
	Iteration 0F: 2 clusters Score -1955214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1943906.250000 Penalty: 4789.496582
	Iteration 0F: 3 clusters Score -1943906 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1947622.625000 Penalty: 4789.496582
	Iteration 1F: 3 clusters Score -1947623 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1948063.500000 Penalty: 4789.496582
	Iteration 2F: 3 clusters Score -1948064 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1948488.250000 Penalty: 4789.496582
	Iteration 3F: 3 clusters Score -1948488 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1948928.500000 Penalty: 4789.496582
	Iteration 4F: 3 clusters Score -1948928 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1949474.625000 Penalty: 4789.496582
	Iteration 5F: 3 clusters Score -1949475 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1950129.250000 Penalty: 4789.496582
	Iteration 6F: 3 clusters Score -1950129 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1950875.375000 Penalty: 4789.496582
	Iteration 7F: 3 clusters Score -1950875 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1951573.500000 Penalty: 4789.496582
	Iteration 8F: 3 clusters Score -1951574 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1952139.750000 Penalty: 4789.496582
	Iteration 9Q: 3 clusters Score -1952140 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1952502.125000 Penalty: 4789.496582
	Iteration 10Q: 3 clusters Score -1952502 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1952718.875000 Penalty: 4789.496582
	Iteration 11Q: 3 clusters Score -1952719 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1952852.125000 Penalty: 4789.496582
	Iteration 12Q: 3 clusters Score -1952852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1952949.250000 Penalty: 4789.496582
	Iteration 13Q: 3 clusters Score -1952949 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1953014.875000 Penalty: 4789.496582
	Iteration 14Q: 3 clusters Score -1953015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1953049.375000 Penalty: 4789.496582
	Iteration 15Q: 3 clusters Score -1953049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1953075.250000 Penalty: 4789.496582
	Iteration 16Q: 3 clusters Score -1953075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1953081.250000 Penalty: 4789.496582
	Iteration 17Q: 3 clusters Score -1953081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1953095.375000 Penalty: 4789.496582
	Iteration 18Q: 3 clusters Score -1953095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1953106.000000 Penalty: 4789.496582
	Iteration 19Q: 3 clusters Score -1953106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1953106.375000 Penalty: 4789.496582
	Iteration 20F: 3 clusters Score -1953106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1953112.125000 Penalty: 4789.496582
	Iteration 21Q: 3 clusters Score -1953112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1953116.625000 Penalty: 4789.496582
	Iteration 22Q: 3 clusters Score -1953117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1953121.375000 Penalty: 4789.496582
	Iteration 23Q: 3 clusters Score -1953121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1953122.125000 Penalty: 4789.496582
	Iteration 24Q: 3 clusters Score -1953122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1953125.375000 Penalty: 4789.496582
	Iteration 25Q: 3 clusters Score -1953125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1953127.625000 Penalty: 4789.496582
	Iteration 26Q: 3 clusters Score -1953128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1953127.625000 Penalty: 4789.496582
	Iteration 27Q: 3 clusters Score -1953128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1953129.000000 Penalty: 4789.496582
	Iteration 28Q: 3 clusters Score -1953129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1953131.750000 Penalty: 4789.496582
	Iteration 29Q: 3 clusters Score -1953132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1953131.750000 Penalty: 4789.496582
	Iteration 30F: 3 clusters Score -1953132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -251399.890625 Penalty: 1904.798096
	Iteration 0F: 2 clusters Score -251399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -248651.281250 Penalty: 3809.596191
	Iteration 0F: 3 clusters Score -248651.3 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -249143.062500 Penalty: 3809.596191
	Iteration 1F: 3 clusters Score -249143.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -249285.375000 Penalty: 3809.596191
	Iteration 2F: 3 clusters Score -249285.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -249361.421875 Penalty: 3809.596191
	Iteration 3Q: 3 clusters Score -249361.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -249418.109375 Penalty: 3809.596191
	Iteration 4Q: 3 clusters Score -249418.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -249468.046875 Penalty: 3809.596191
	Iteration 5Q: 3 clusters Score -249468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -249503.000000 Penalty: 3809.596191
	Iteration 6Q: 3 clusters Score -249503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -249535.953125 Penalty: 3809.596191
	Iteration 7Q: 3 clusters Score -249536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -249556.109375 Penalty: 3809.596191
	Iteration 8Q: 3 clusters Score -249556.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -249573.687500 Penalty: 3809.596191
	Iteration 9Q: 3 clusters Score -249573.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -249591.484375 Penalty: 3809.596191
	Iteration 10Q: 3 clusters Score -249591.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -249606.187500 Penalty: 3809.596191
	Iteration 11Q: 3 clusters Score -249606.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -249618.796875 Penalty: 3809.596191
	Iteration 12Q: 3 clusters Score -249618.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -249633.828125 Penalty: 3809.596191
	Iteration 13Q: 3 clusters Score -249633.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -249647.437500 Penalty: 3809.596191
	Iteration 14Q: 3 clusters Score -249647.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -249659.406250 Penalty: 3809.596191
	Iteration 15Q: 3 clusters Score -249659.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -249668.468750 Penalty: 3809.596191
	Iteration 16Q: 3 clusters Score -249668.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -249675.203125 Penalty: 3809.596191
	Iteration 17Q: 3 clusters Score -249675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -249679.312500 Penalty: 3809.596191
	Iteration 18Q: 3 clusters Score -249679.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -249683.156250 Penalty: 3809.596191
	Iteration 19Q: 3 clusters Score -249683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -249683.390625 Penalty: 3809.596191
	Iteration 20F: 3 clusters Score -249683.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -148956.359375 Penalty: 1819.560303
	Iteration 0F: 2 clusters Score -148956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -146726.312500 Penalty: 3639.120605
	Iteration 0F: 3 clusters Score -146726.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -147203.515625 Penalty: 3639.120605
	Iteration 1F: 3 clusters Score -147203.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -147471.265625 Penalty: 3639.120605
	Iteration 2F: 3 clusters Score -147471.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -147653.062500 Penalty: 3639.120605
	Iteration 3F: 3 clusters Score -147653.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -147742.281250 Penalty: 3639.120605
	Iteration 4Q: 3 clusters Score -147742.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -147832.718750 Penalty: 3639.120605
	Iteration 5Q: 3 clusters Score -147832.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -147910.187500 Penalty: 3639.120605
	Iteration 6Q: 3 clusters Score -147910.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -147970.125000 Penalty: 3639.120605
	Iteration 7Q: 3 clusters Score -147970.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -148042.796875 Penalty: 3639.120605
	Iteration 8Q: 3 clusters Score -148042.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -148104.031250 Penalty: 3639.120605
	Iteration 9Q: 3 clusters Score -148104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -148169.984375 Penalty: 3639.120605
	Iteration 10Q: 3 clusters Score -148170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -148209.843750 Penalty: 3639.120605
	Iteration 11Q: 3 clusters Score -148209.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -148238.781250 Penalty: 3639.120605
	Iteration 12Q: 3 clusters Score -148238.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -148281.046875 Penalty: 3639.120605
	Iteration 13Q: 3 clusters Score -148281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -148304.500000 Penalty: 3639.120605
	Iteration 14Q: 3 clusters Score -148304.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -148327.546875 Penalty: 3639.120605
	Iteration 15Q: 3 clusters Score -148327.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -148349.218750 Penalty: 3639.120605
	Iteration 16Q: 3 clusters Score -148349.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -148369.234375 Penalty: 3639.120605
	Iteration 17Q: 3 clusters Score -148369.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -148383.421875 Penalty: 3639.120605
	Iteration 18Q: 3 clusters Score -148383.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -148399.078125 Penalty: 3639.120605
	Iteration 19Q: 3 clusters Score -148399.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -148414.656250 Penalty: 3639.120605
	Iteration 20F: 3 clusters Score -148414.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -148430.015625 Penalty: 3639.120605
	Iteration 21Q: 3 clusters Score -148430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -148432.156250 Penalty: 3639.120605
	Iteration 22Q: 3 clusters Score -148432.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -148432.156250 Penalty: 3639.120605
	Iteration 23F: 3 clusters Score -148432.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Entering Unmasked Estep 
Score: -911496.250000 Penalty: 2216.430176
	Iteration 0F: 2 clusters Score -911496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -905365.437500 Penalty: 4432.860352
	Iteration 0F: 3 clusters Score -905365.4 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -907172.562500 Penalty: 4432.860352
	Iteration 1F: 3 clusters Score -907172.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -907467.062500 Penalty: 4432.860352
	Iteration 2F: 3 clusters Score -907467.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -907675.312500 Penalty: 4432.860352
	Iteration 3F: 3 clusters Score -907675.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -907851.437500 Penalty: 4432.860352
	Iteration 4Q: 3 clusters Score -907851.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -908010.500000 Penalty: 4432.860352
	Iteration 5Q: 3 clusters Score -908010.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -908200.187500 Penalty: 4432.860352
	Iteration 6Q: 3 clusters Score -908200.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -908392.437500 Penalty: 4432.860352
	Iteration 7Q: 3 clusters Score -908392.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -908609.312500 Penalty: 4432.860352
	Iteration 8Q: 3 clusters Score -908609.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -908805.187500 Penalty: 4432.860352
	Iteration 9Q: 3 clusters Score -908805.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -908966.250000 Penalty: 4432.860352
	Iteration 10Q: 3 clusters Score -908966.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -909096.000000 Penalty: 4432.860352
	Iteration 11Q: 3 clusters Score -909096 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -909193.812500 Penalty: 4432.860352
	Iteration 12Q: 3 clusters Score -909193.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -909270.062500 Penalty: 4432.860352
	Iteration 13Q: 3 clusters Score -909270.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -909332.562500 Penalty: 4432.860352
	Iteration 14Q: 3 clusters Score -909332.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -909370.750000 Penalty: 4432.860352
	Iteration 15Q: 3 clusters Score -909370.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -909398.062500 Penalty: 4432.860352
	Iteration 16Q: 3 clusters Score -909398.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -909416.812500 Penalty: 4432.860352
	Iteration 17Q: 3 clusters Score -909416.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -909433.687500 Penalty: 4432.860352
	Iteration 18Q: 3 clusters Score -909433.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -909443.937500 Penalty: 4432.860352
	Iteration 19Q: 3 clusters Score -909443.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -909455.750000 Penalty: 4432.860352
	Iteration 20F: 3 clusters Score -909455.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -909471.687500 Penalty: 4432.860352
	Iteration 21Q: 3 clusters Score -909471.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -909482.312500 Penalty: 4432.860352
	Iteration 22Q: 3 clusters Score -909482.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -909495.312500 Penalty: 4432.860352
	Iteration 23Q: 3 clusters Score -909495.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -909510.312500 Penalty: 4432.860352
	Iteration 24Q: 3 clusters Score -909510.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -909526.312500 Penalty: 4432.860352
	Iteration 25Q: 3 clusters Score -909526.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -909535.812500 Penalty: 4432.860352
	Iteration 26Q: 3 clusters Score -909535.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -909546.125000 Penalty: 4432.860352
	Iteration 27Q: 3 clusters Score -909546.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -909558.187500 Penalty: 4432.860352
	Iteration 28Q: 3 clusters Score -909558.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -909570.250000 Penalty: 4432.860352
	Iteration 29Q: 3 clusters Score -909570.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -909577.500000 Penalty: 4432.860352
	Iteration 30Q: 3 clusters Score -909577.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -909580.125000 Penalty: 4432.860352
	Iteration 31Q: 3 clusters Score -909580.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -909584.375000 Penalty: 4432.860352
	Iteration 32Q: 3 clusters Score -909584.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -909587.187500 Penalty: 4432.860352
	Iteration 33Q: 3 clusters Score -909587.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -909591.125000 Penalty: 4432.860352
	Iteration 34Q: 3 clusters Score -909591.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -909592.625000 Penalty: 4432.860352
	Iteration 35Q: 3 clusters Score -909592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -909595.312500 Penalty: 4432.860352
	Iteration 36Q: 3 clusters Score -909595.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -909597.562500 Penalty: 4432.860352
	Iteration 37Q: 3 clusters Score -909597.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -909601.875000 Penalty: 4432.860352
	Iteration 38Q: 3 clusters Score -909601.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -909602.750000 Penalty: 4432.860352
	Iteration 39Q: 3 clusters Score -909602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -909607.125000 Penalty: 4432.860352
	Iteration 40F: 3 clusters Score -909607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -909611.312500 Penalty: 4432.860352
	Iteration 41Q: 3 clusters Score -909611.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -909614.312500 Penalty: 4432.860352
	Iteration 42Q: 3 clusters Score -909614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -909614.312500 Penalty: 4432.860352
	Iteration 43Q: 3 clusters Score -909614.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -909614.312500 Penalty: 4432.860352
	Iteration 44F: 3 clusters Score -909614.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Entering Unmasked Estep 
Score: -370416.593750 Penalty: 1995.861694
	Iteration 0F: 2 clusters Score -370416.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -367043.500000 Penalty: 3991.723389
	Iteration 0F: 3 clusters Score -367043.5 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -367801.031250 Penalty: 3991.723389
	Iteration 1F: 3 clusters Score -367801 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -367999.781250 Penalty: 3991.723389
	Iteration 2F: 3 clusters Score -367999.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -368127.062500 Penalty: 3991.723389
	Iteration 3F: 3 clusters Score -368127.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -368208.968750 Penalty: 3991.723389
	Iteration 4Q: 3 clusters Score -368209 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -368304.906250 Penalty: 3991.723389
	Iteration 5Q: 3 clusters Score -368304.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -368394.687500 Penalty: 3991.723389
	Iteration 6Q: 3 clusters Score -368394.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -368463.718750 Penalty: 3991.723389
	Iteration 7Q: 3 clusters Score -368463.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -368525.281250 Penalty: 3991.723389
	Iteration 8Q: 3 clusters Score -368525.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -368574.062500 Penalty: 3991.723389
	Iteration 9Q: 3 clusters Score -368574.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -368606.468750 Penalty: 3991.723389
	Iteration 10Q: 3 clusters Score -368606.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -368632.937500 Penalty: 3991.723389
	Iteration 11Q: 3 clusters Score -368632.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -368661.437500 Penalty: 3991.723389
	Iteration 12Q: 3 clusters Score -368661.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -368683.562500 Penalty: 3991.723389
	Iteration 13Q: 3 clusters Score -368683.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -368701.000000 Penalty: 3991.723389
	Iteration 14Q: 3 clusters Score -368701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -368713.156250 Penalty: 3991.723389
	Iteration 15Q: 3 clusters Score -368713.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -368720.781250 Penalty: 3991.723389
	Iteration 16Q: 3 clusters Score -368720.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -368725.500000 Penalty: 3991.723389
	Iteration 17Q: 3 clusters Score -368725.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -368731.250000 Penalty: 3991.723389
	Iteration 18Q: 3 clusters Score -368731.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -368733.718750 Penalty: 3991.723389
	Iteration 19Q: 3 clusters Score -368733.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -368734.562500 Penalty: 3991.723389
	Iteration 20F: 3 clusters Score -368734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -368735.656250 Penalty: 3991.723389
	Iteration 21Q: 3 clusters Score -368735.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -368735.656250 Penalty: 3991.723389
	Iteration 22F: 3 clusters Score -368735.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Entering Unmasked Estep 
Score: -674977.562500 Penalty: 2132.815430
	Iteration 0F: 2 clusters Score -674977.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -670209.000000 Penalty: 4265.630859
	Iteration 0F: 3 clusters Score -670209 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -671478.062500 Penalty: 4265.630859
	Iteration 1F: 3 clusters Score -671478.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -671743.375000 Penalty: 4265.630859
	Iteration 2F: 3 clusters Score -671743.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -671930.375000 Penalty: 4265.630859
	Iteration 3F: 3 clusters Score -671930.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -672067.312500 Penalty: 4265.630859
	Iteration 4Q: 3 clusters Score -672067.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -672152.250000 Penalty: 4265.630859
	Iteration 5Q: 3 clusters Score -672152.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -672222.062500 Penalty: 4265.630859
	Iteration 6Q: 3 clusters Score -672222.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -672302.187500 Penalty: 4265.630859
	Iteration 7Q: 3 clusters Score -672302.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -672375.687500 Penalty: 4265.630859
	Iteration 8Q: 3 clusters Score -672375.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -672434.250000 Penalty: 4265.630859
	Iteration 9Q: 3 clusters Score -672434.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -672491.000000 Penalty: 4265.630859
	Iteration 10Q: 3 clusters Score -672491 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -672543.375000 Penalty: 4265.630859
	Iteration 11Q: 3 clusters Score -672543.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -672589.062500 Penalty: 4265.630859
	Iteration 12Q: 3 clusters Score -672589.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -672639.187500 Penalty: 4265.630859
	Iteration 13Q: 3 clusters Score -672639.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -672695.000000 Penalty: 4265.630859
	Iteration 14Q: 3 clusters Score -672695 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -672746.312500 Penalty: 4265.630859
	Iteration 15Q: 3 clusters Score -672746.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -672803.250000 Penalty: 4265.630859
	Iteration 16Q: 3 clusters Score -672803.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -672864.062500 Penalty: 4265.630859
	Iteration 17Q: 3 clusters Score -672864.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -672940.750000 Penalty: 4265.630859
	Iteration 18Q: 3 clusters Score -672940.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -673016.625000 Penalty: 4265.630859
	Iteration 19Q: 3 clusters Score -673016.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -673082.312500 Penalty: 4265.630859
	Iteration 20F: 3 clusters Score -673082.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -673144.625000 Penalty: 4265.630859
	Iteration 21Q: 3 clusters Score -673144.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -673199.250000 Penalty: 4265.630859
	Iteration 22Q: 3 clusters Score -673199.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -673251.812500 Penalty: 4265.630859
	Iteration 23Q: 3 clusters Score -673251.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -673304.437500 Penalty: 4265.630859
	Iteration 24Q: 3 clusters Score -673304.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -673363.812500 Penalty: 4265.630859
	Iteration 25Q: 3 clusters Score -673363.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -673412.937500 Penalty: 4265.630859
	Iteration 26Q: 3 clusters Score -673412.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -673455.500000 Penalty: 4265.630859
	Iteration 27Q: 3 clusters Score -673455.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -673492.437500 Penalty: 4265.630859
	Iteration 28Q: 3 clusters Score -673492.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -673528.125000 Penalty: 4265.630859
	Iteration 29Q: 3 clusters Score -673528.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -673564.562500 Penalty: 4265.630859
	Iteration 30Q: 3 clusters Score -673564.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -673606.500000 Penalty: 4265.630859
	Iteration 31Q: 3 clusters Score -673606.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -673634.312500 Penalty: 4265.630859
	Iteration 32Q: 3 clusters Score -673634.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -673657.812500 Penalty: 4265.630859
	Iteration 33Q: 3 clusters Score -673657.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -673677.187500 Penalty: 4265.630859
	Iteration 34Q: 3 clusters Score -673677.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -673695.875000 Penalty: 4265.630859
	Iteration 35Q: 3 clusters Score -673695.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -673713.062500 Penalty: 4265.630859
	Iteration 36Q: 3 clusters Score -673713.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -673725.812500 Penalty: 4265.630859
	Iteration 37Q: 3 clusters Score -673725.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -673732.687500 Penalty: 4265.630859
	Iteration 38Q: 3 clusters Score -673732.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -673738.750000 Penalty: 4265.630859
	Iteration 39Q: 3 clusters Score -673738.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -673751.750000 Penalty: 4265.630859
	Iteration 40F: 3 clusters Score -673751.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -673756.500000 Penalty: 4265.630859
	Iteration 41Q: 3 clusters Score -673756.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -673763.187500 Penalty: 4265.630859
	Iteration 42Q: 3 clusters Score -673763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -673771.625000 Penalty: 4265.630859
	Iteration 43Q: 3 clusters Score -673771.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -673781.812500 Penalty: 4265.630859
	Iteration 44Q: 3 clusters Score -673781.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -673788.437500 Penalty: 4265.630859
	Iteration 45Q: 3 clusters Score -673788.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -673794.250000 Penalty: 4265.630859
	Iteration 46Q: 3 clusters Score -673794.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -673798.750000 Penalty: 4265.630859
	Iteration 47Q: 3 clusters Score -673798.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -673802.000000 Penalty: 4265.630859
	Iteration 48Q: 3 clusters Score -673802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -673804.437500 Penalty: 4265.630859
	Iteration 49Q: 3 clusters Score -673804.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -673806.875000 Penalty: 4265.630859
	Iteration 50Q: 3 clusters Score -673806.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -673811.437500 Penalty: 4265.630859
	Iteration 51Q: 3 clusters Score -673811.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -673815.500000 Penalty: 4265.630859
	Iteration 52Q: 3 clusters Score -673815.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -673818.500000 Penalty: 4265.630859
	Iteration 53Q: 3 clusters Score -673818.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -673820.937500 Penalty: 4265.630859
	Iteration 54Q: 3 clusters Score -673820.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -673820.187500 Penalty: 4265.630859
	Iteration 55Q: 3 clusters Score -673820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -673820.187500 Penalty: 4265.630859
	Iteration 56F: 3 clusters Score -673820.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (98191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98191 members 
Entering Unmasked Estep 
Score: -11954681.000000 Penalty: 2850.678223
	Iteration 0F: 2 clusters Score -1.195468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -11888944.000000 Penalty: 5701.356445
	Iteration 0F: 3 clusters Score -1.188894e+07 nChanged 46504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -11915209.000000 Penalty: 5701.356445
	Iteration 1F: 3 clusters Score -1.191521e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -11916167.000000 Penalty: 5701.356445
	Iteration 2Q: 3 clusters Score -1.191617e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -11917556.000000 Penalty: 5701.356445
	Iteration 3Q: 3 clusters Score -1.191756e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -11919227.000000 Penalty: 5701.356445
	Iteration 4Q: 3 clusters Score -1.191923e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -11921837.000000 Penalty: 5701.356445
	Iteration 5F: 3 clusters Score -1.192184e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -11925167.000000 Penalty: 5701.356445
	Iteration 6F: 3 clusters Score -1.192517e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -11928964.000000 Penalty: 5701.356445
	Iteration 7F: 3 clusters Score -1.192896e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -11933006.000000 Penalty: 5701.356445
	Iteration 8F: 3 clusters Score -1.193301e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78347 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -11936879.000000 Penalty: 5701.356445
	Iteration 9F: 3 clusters Score -1.193688e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -11940571.000000 Penalty: 5701.356445
	Iteration 10F: 3 clusters Score -1.194057e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -11943929.000000 Penalty: 5701.356445
	Iteration 11Q: 3 clusters Score -1.194393e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91333 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -11946892.000000 Penalty: 5701.356445
	Iteration 12Q: 3 clusters Score -1.194689e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -11949073.000000 Penalty: 5701.356445
	Iteration 13Q: 3 clusters Score -1.194907e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95795 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -11950475.000000 Penalty: 5701.356445
	Iteration 14Q: 3 clusters Score -1.195048e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -11951359.000000 Penalty: 5701.356445
	Iteration 15Q: 3 clusters Score -1.195136e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -11951789.000000 Penalty: 5701.356445
	Iteration 16Q: 3 clusters Score -1.195179e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97500 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11951974.000000 Penalty: 5701.356445
	Iteration 17Q: 3 clusters Score -1.195197e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97626 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11952091.000000 Penalty: 5701.356445
	Iteration 18Q: 3 clusters Score -1.195209e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97692 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11952152.000000 Penalty: 5701.356445
	Iteration 19Q: 3 clusters Score -1.195215e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97714 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -11952168.000000 Penalty: 5701.356445
	Iteration 20F: 3 clusters Score -1.195217e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97730 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11952193.000000 Penalty: 5701.356445
	Iteration 21Q: 3 clusters Score -1.195219e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11952209.000000 Penalty: 5701.356445
	Iteration 22Q: 3 clusters Score -1.195221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97761 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11952223.000000 Penalty: 5701.356445
	Iteration 23Q: 3 clusters Score -1.195222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97772 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11952241.000000 Penalty: 5701.356445
	Iteration 24Q: 3 clusters Score -1.195224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97775 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11952230.000000 Penalty: 5701.356445
	Iteration 25Q: 3 clusters Score -1.195223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97779 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11952228.000000 Penalty: 5701.356445
	Iteration 26Q: 3 clusters Score -1.195223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97781 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11952243.000000 Penalty: 5701.356445
	Iteration 27Q: 3 clusters Score -1.195224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97790 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -11952244.000000 Penalty: 5701.356445
	Iteration 28Q: 3 clusters Score -1.195224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97796 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -11952261.000000 Penalty: 5701.356445
	Iteration 29Q: 3 clusters Score -1.195226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97800 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11952251.000000 Penalty: 5701.356445
	Iteration 30Q: 3 clusters Score -1.195225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11952257.000000 Penalty: 5701.356445
	Iteration 31Q: 3 clusters Score -1.195226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97811 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11952258.000000 Penalty: 5701.356445
	Iteration 32Q: 3 clusters Score -1.195226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97814 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11952260.000000 Penalty: 5701.356445
	Iteration 33Q: 3 clusters Score -1.195226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97814 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11952274.000000 Penalty: 5701.356445
	Iteration 34Q: 3 clusters Score -1.195227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97814 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11952276.000000 Penalty: 5701.356445
	Iteration 35Q: 3 clusters Score -1.195228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11952278.000000 Penalty: 5701.356445
	Iteration 36Q: 3 clusters Score -1.195228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11952280.000000 Penalty: 5701.356445
	Iteration 37Q: 3 clusters Score -1.195228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -11952279.000000 Penalty: 5701.356445
	Iteration 38Q: 3 clusters Score -1.195228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -11952279.000000 Penalty: 5701.356445
	Iteration 39F: 3 clusters Score -1.195228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -127127.429688 Penalty: 1743.433350
	Iteration 0F: 2 clusters Score -127127.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -125074.210938 Penalty: 3486.866699
	Iteration 0F: 3 clusters Score -125074.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125384.515625 Penalty: 3486.866699
	Iteration 1F: 3 clusters Score -125384.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125494.117188 Penalty: 3486.866699
	Iteration 2F: 3 clusters Score -125494.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125560.656250 Penalty: 3486.866699
	Iteration 3Q: 3 clusters Score -125560.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -125608.039062 Penalty: 3486.866699
	Iteration 4Q: 3 clusters Score -125608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -125661.585938 Penalty: 3486.866699
	Iteration 5Q: 3 clusters Score -125661.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125710.625000 Penalty: 3486.866699
	Iteration 6Q: 3 clusters Score -125710.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -125751.820312 Penalty: 3486.866699
	Iteration 7Q: 3 clusters Score -125751.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125794.414062 Penalty: 3486.866699
	Iteration 8Q: 3 clusters Score -125794.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -125815.851562 Penalty: 3486.866699
	Iteration 9Q: 3 clusters Score -125815.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125831.546875 Penalty: 3486.866699
	Iteration 10Q: 3 clusters Score -125831.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -125853.679688 Penalty: 3486.866699
	Iteration 11Q: 3 clusters Score -125853.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -125869.218750 Penalty: 3486.866699
	Iteration 12Q: 3 clusters Score -125869.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -125883.750000 Penalty: 3486.866699
	Iteration 13Q: 3 clusters Score -125883.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125894.492188 Penalty: 3486.866699
	Iteration 14Q: 3 clusters Score -125894.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125902.937500 Penalty: 3486.866699
	Iteration 15Q: 3 clusters Score -125902.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125908.359375 Penalty: 3486.866699
	Iteration 16Q: 3 clusters Score -125908.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125914.851562 Penalty: 3486.866699
	Iteration 17Q: 3 clusters Score -125914.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125926.812500 Penalty: 3486.866699
	Iteration 18Q: 3 clusters Score -125926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -125936.164062 Penalty: 3486.866699
	Iteration 19Q: 3 clusters Score -125936.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125954.281250 Penalty: 3486.866699
	Iteration 20F: 3 clusters Score -125954.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125970.250000 Penalty: 3486.866699
	Iteration 21Q: 3 clusters Score -125970.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -125983.882812 Penalty: 3486.866699
	Iteration 22Q: 3 clusters Score -125983.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125997.835938 Penalty: 3486.866699
	Iteration 23Q: 3 clusters Score -125997.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126006.421875 Penalty: 3486.866699
	Iteration 24Q: 3 clusters Score -126006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -126019.953125 Penalty: 3486.866699
	Iteration 25Q: 3 clusters Score -126020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -126027.906250 Penalty: 3486.866699
	Iteration 26Q: 3 clusters Score -126027.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -126034.953125 Penalty: 3486.866699
	Iteration 27Q: 3 clusters Score -126035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -126040.453125 Penalty: 3486.866699
	Iteration 28Q: 3 clusters Score -126040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -126041.484375 Penalty: 3486.866699
	Iteration 29Q: 3 clusters Score -126041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -126044.007812 Penalty: 3486.866699
	Iteration 30Q: 3 clusters Score -126044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -126046.210938 Penalty: 3486.866699
	Iteration 31Q: 3 clusters Score -126046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -126046.671875 Penalty: 3486.866699
	Iteration 32Q: 3 clusters Score -126046.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -126046.671875 Penalty: 3486.866699
	Iteration 33F: 3 clusters Score -126046.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Entering Unmasked Estep 
Score: -2623936.000000 Penalty: 2477.823486
	Iteration 0F: 2 clusters Score -2623936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2608681.500000 Penalty: 4955.646973
	Iteration 0F: 3 clusters Score -2608682 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2614044.250000 Penalty: 4955.646973
	Iteration 1F: 3 clusters Score -2614044 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2614626.250000 Penalty: 4955.646973
	Iteration 2F: 3 clusters Score -2614626 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2615335.000000 Penalty: 4955.646973
	Iteration 3F: 3 clusters Score -2615335 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2616153.500000 Penalty: 4955.646973
	Iteration 4F: 3 clusters Score -2616154 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2616947.250000 Penalty: 4955.646973
	Iteration 5F: 3 clusters Score -2616947 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2617712.250000 Penalty: 4955.646973
	Iteration 6F: 3 clusters Score -2617712 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2618540.500000 Penalty: 4955.646973
	Iteration 7F: 3 clusters Score -2618540 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2619652.750000 Penalty: 4955.646973
	Iteration 8F: 3 clusters Score -2619653 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2620754.250000 Penalty: 4955.646973
	Iteration 9Q: 3 clusters Score -2620754 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2621445.250000 Penalty: 4955.646973
	Iteration 10Q: 3 clusters Score -2621445 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2621792.750000 Penalty: 4955.646973
	Iteration 11Q: 3 clusters Score -2621793 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2621981.000000 Penalty: 4955.646973
	Iteration 12Q: 3 clusters Score -2621981 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2622076.250000 Penalty: 4955.646973
	Iteration 13Q: 3 clusters Score -2622076 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2622160.250000 Penalty: 4955.646973
	Iteration 14Q: 3 clusters Score -2622160 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2622226.750000 Penalty: 4955.646973
	Iteration 15Q: 3 clusters Score -2622227 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2622279.000000 Penalty: 4955.646973
	Iteration 16Q: 3 clusters Score -2622279 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2622315.250000 Penalty: 4955.646973
	Iteration 17Q: 3 clusters Score -2622315 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2622356.250000 Penalty: 4955.646973
	Iteration 18Q: 3 clusters Score -2622356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2622385.500000 Penalty: 4955.646973
	Iteration 19Q: 3 clusters Score -2622386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2622417.250000 Penalty: 4955.646973
	Iteration 20F: 3 clusters Score -2622417 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2622439.750000 Penalty: 4955.646973
	Iteration 21Q: 3 clusters Score -2622440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2622465.500000 Penalty: 4955.646973
	Iteration 22Q: 3 clusters Score -2622466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2622485.000000 Penalty: 4955.646973
	Iteration 23Q: 3 clusters Score -2622485 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2622500.750000 Penalty: 4955.646973
	Iteration 24Q: 3 clusters Score -2622501 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2622509.500000 Penalty: 4955.646973
	Iteration 25Q: 3 clusters Score -2622510 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2622528.250000 Penalty: 4955.646973
	Iteration 26Q: 3 clusters Score -2622528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2622543.000000 Penalty: 4955.646973
	Iteration 27Q: 3 clusters Score -2622543 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2622556.750000 Penalty: 4955.646973
	Iteration 28Q: 3 clusters Score -2622557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2622572.750000 Penalty: 4955.646973
	Iteration 29Q: 3 clusters Score -2622573 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2622571.750000 Penalty: 4955.646973
	Iteration 30Q: 3 clusters Score -2622572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2622579.000000 Penalty: 4955.646973
	Iteration 31Q: 3 clusters Score -2622579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2622587.500000 Penalty: 4955.646973
	Iteration 32Q: 3 clusters Score -2622588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2622593.750000 Penalty: 4955.646973
	Iteration 33Q: 3 clusters Score -2622594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2622587.750000 Penalty: 4955.646973
	Iteration 34Q: 3 clusters Score -2622588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2622588.750000 Penalty: 4955.646973
	Iteration 35Q: 3 clusters Score -2622589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2622595.500000 Penalty: 4955.646973
	Iteration 36Q: 3 clusters Score -2622596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2622600.750000 Penalty: 4955.646973
	Iteration 37Q: 3 clusters Score -2622601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2622598.500000 Penalty: 4955.646973
	Iteration 38Q: 3 clusters Score -2622598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2622601.500000 Penalty: 4955.646973
	Iteration 39Q: 3 clusters Score -2622602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2622604.000000 Penalty: 4955.646973
	Iteration 40F: 3 clusters Score -2622604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2622605.750000 Penalty: 4955.646973
	Iteration 41Q: 3 clusters Score -2622606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2622609.750000 Penalty: 4955.646973
	Iteration 42Q: 3 clusters Score -2622610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2622607.750000 Penalty: 4955.646973
	Iteration 43Q: 3 clusters Score -2622608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2622609.500000 Penalty: 4955.646973
	Iteration 44Q: 3 clusters Score -2622610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2622607.000000 Penalty: 4955.646973
	Iteration 45Q: 3 clusters Score -2622607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2622605.250000 Penalty: 4955.646973
	Iteration 46Q: 3 clusters Score -2622605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2622607.750000 Penalty: 4955.646973
	Iteration 47Q: 3 clusters Score -2622608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2622607.250000 Penalty: 4955.646973
	Iteration 48Q: 3 clusters Score -2622607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2622608.750000 Penalty: 4955.646973
	Iteration 49Q: 3 clusters Score -2622609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2622608.000000 Penalty: 4955.646973
	Iteration 50Q: 3 clusters Score -2622608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2622608.000000 Penalty: 4955.646973
	Iteration 51F: 3 clusters Score -2622608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Entering Unmasked Estep 
Score: -769509.562500 Penalty: 2184.438477
	Iteration 0F: 2 clusters Score -769509.6 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 3296 members 
Entering Unmasked Estep 
Score: -763956.500000 Penalty: 4368.876953
	Iteration 0F: 3 clusters Score -763956.5 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -765431.812500 Penalty: 4368.876953
	Iteration 1F: 3 clusters Score -765431.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -765769.312500 Penalty: 4368.876953
	Iteration 2F: 3 clusters Score -765769.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -766018.437500 Penalty: 4368.876953
	Iteration 3F: 3 clusters Score -766018.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -766237.562500 Penalty: 4368.876953
	Iteration 4Q: 3 clusters Score -766237.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -766441.875000 Penalty: 4368.876953
	Iteration 5Q: 3 clusters Score -766441.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -766648.750000 Penalty: 4368.876953
	Iteration 6Q: 3 clusters Score -766648.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -766821.750000 Penalty: 4368.876953
	Iteration 7Q: 3 clusters Score -766821.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -766968.250000 Penalty: 4368.876953
	Iteration 8Q: 3 clusters Score -766968.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -767099.500000 Penalty: 4368.876953
	Iteration 9Q: 3 clusters Score -767099.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -767216.500000 Penalty: 4368.876953
	Iteration 10Q: 3 clusters Score -767216.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -767322.750000 Penalty: 4368.876953
	Iteration 11Q: 3 clusters Score -767322.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -767406.687500 Penalty: 4368.876953
	Iteration 12Q: 3 clusters Score -767406.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -767482.937500 Penalty: 4368.876953
	Iteration 13Q: 3 clusters Score -767482.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -767562.187500 Penalty: 4368.876953
	Iteration 14Q: 3 clusters Score -767562.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -767626.062500 Penalty: 4368.876953
	Iteration 15Q: 3 clusters Score -767626.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -767673.375000 Penalty: 4368.876953
	Iteration 16Q: 3 clusters Score -767673.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -767707.250000 Penalty: 4368.876953
	Iteration 17Q: 3 clusters Score -767707.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -767736.000000 Penalty: 4368.876953
	Iteration 18Q: 3 clusters Score -767736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -767759.937500 Penalty: 4368.876953
	Iteration 19Q: 3 clusters Score -767759.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -767775.312500 Penalty: 4368.876953
	Iteration 20F: 3 clusters Score -767775.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -767799.187500 Penalty: 4368.876953
	Iteration 21Q: 3 clusters Score -767799.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -767814.375000 Penalty: 4368.876953
	Iteration 22Q: 3 clusters Score -767814.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -767833.250000 Penalty: 4368.876953
	Iteration 23Q: 3 clusters Score -767833.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -767854.062500 Penalty: 4368.876953
	Iteration 24Q: 3 clusters Score -767854.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -767876.937500 Penalty: 4368.876953
	Iteration 25Q: 3 clusters Score -767876.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -767891.125000 Penalty: 4368.876953
	Iteration 26Q: 3 clusters Score -767891.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -767906.687500 Penalty: 4368.876953
	Iteration 27Q: 3 clusters Score -767906.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -767925.312500 Penalty: 4368.876953
	Iteration 28Q: 3 clusters Score -767925.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -767935.000000 Penalty: 4368.876953
	Iteration 29Q: 3 clusters Score -767935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -767947.187500 Penalty: 4368.876953
	Iteration 30Q: 3 clusters Score -767947.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -767956.187500 Penalty: 4368.876953
	Iteration 31Q: 3 clusters Score -767956.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -767968.437500 Penalty: 4368.876953
	Iteration 32Q: 3 clusters Score -767968.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -767979.937500 Penalty: 4368.876953
	Iteration 33Q: 3 clusters Score -767979.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -767995.187500 Penalty: 4368.876953
	Iteration 34Q: 3 clusters Score -767995.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -768002.437500 Penalty: 4368.876953
	Iteration 35Q: 3 clusters Score -768002.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -768013.062500 Penalty: 4368.876953
	Iteration 36Q: 3 clusters Score -768013.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -768026.750000 Penalty: 4368.876953
	Iteration 37Q: 3 clusters Score -768026.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -768044.437500 Penalty: 4368.876953
	Iteration 38Q: 3 clusters Score -768044.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -768063.062500 Penalty: 4368.876953
	Iteration 39Q: 3 clusters Score -768063.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -768081.312500 Penalty: 4368.876953
	Iteration 40F: 3 clusters Score -768081.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -768097.937500 Penalty: 4368.876953
	Iteration 41Q: 3 clusters Score -768097.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -768115.687500 Penalty: 4368.876953
	Iteration 42Q: 3 clusters Score -768115.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -768127.000000 Penalty: 4368.876953
	Iteration 43Q: 3 clusters Score -768127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -768131.062500 Penalty: 4368.876953
	Iteration 44Q: 3 clusters Score -768131.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -768142.812500 Penalty: 4368.876953
	Iteration 45Q: 3 clusters Score -768142.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -768158.375000 Penalty: 4368.876953
	Iteration 46Q: 3 clusters Score -768158.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -768168.875000 Penalty: 4368.876953
	Iteration 47Q: 3 clusters Score -768168.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -768176.000000 Penalty: 4368.876953
	Iteration 48Q: 3 clusters Score -768176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -768184.000000 Penalty: 4368.876953
	Iteration 49Q: 3 clusters Score -768184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -768190.937500 Penalty: 4368.876953
	Iteration 50Q: 3 clusters Score -768190.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -768195.812500 Penalty: 4368.876953
	Iteration 51Q: 3 clusters Score -768195.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -768200.625000 Penalty: 4368.876953
	Iteration 52Q: 3 clusters Score -768200.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -768205.312500 Penalty: 4368.876953
	Iteration 53Q: 3 clusters Score -768205.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -768207.250000 Penalty: 4368.876953
	Iteration 54Q: 3 clusters Score -768207.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -768210.000000 Penalty: 4368.876953
	Iteration 55Q: 3 clusters Score -768210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -768213.000000 Penalty: 4368.876953
	Iteration 56Q: 3 clusters Score -768213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -768216.250000 Penalty: 4368.876953
	Iteration 57Q: 3 clusters Score -768216.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -768221.000000 Penalty: 4368.876953
	Iteration 58Q: 3 clusters Score -768221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -768224.062500 Penalty: 4368.876953
	Iteration 59Q: 3 clusters Score -768224.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -768228.687500 Penalty: 4368.876953
	Iteration 60F: 3 clusters Score -768228.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -768232.250000 Penalty: 4368.876953
	Iteration 61Q: 3 clusters Score -768232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -768240.437500 Penalty: 4368.876953
	Iteration 62Q: 3 clusters Score -768240.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -768245.250000 Penalty: 4368.876953
	Iteration 63Q: 3 clusters Score -768245.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -768254.875000 Penalty: 4368.876953
	Iteration 64Q: 3 clusters Score -768254.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -768262.625000 Penalty: 4368.876953
	Iteration 65Q: 3 clusters Score -768262.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -768275.500000 Penalty: 4368.876953
	Iteration 66Q: 3 clusters Score -768275.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -768279.875000 Penalty: 4368.876953
	Iteration 67Q: 3 clusters Score -768279.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -768281.312500 Penalty: 4368.876953
	Iteration 68Q: 3 clusters Score -768281.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -768287.937500 Penalty: 4368.876953
	Iteration 69Q: 3 clusters Score -768287.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -768291.437500 Penalty: 4368.876953
	Iteration 70Q: 3 clusters Score -768291.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -768293.187500 Penalty: 4368.876953
	Iteration 71Q: 3 clusters Score -768293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -768293.187500 Penalty: 4368.876953
	Iteration 72Q: 3 clusters Score -768293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -768293.375000 Penalty: 4368.876953
	Iteration 73Q: 3 clusters Score -768293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -768293.375000 Penalty: 4368.876953
	Iteration 74F: 3 clusters Score -768293.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Entering Unmasked Estep 
Score: -1206011.375000 Penalty: 2218.894775
	Iteration 0F: 2 clusters Score -1206011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1199850.875000 Penalty: 4437.789551
	Iteration 0F: 3 clusters Score -1199851 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1201969.750000 Penalty: 4437.789551
	Iteration 1F: 3 clusters Score -1201970 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1202728.125000 Penalty: 4437.789551
	Iteration 2F: 3 clusters Score -1202728 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1203522.125000 Penalty: 4437.789551
	Iteration 3F: 3 clusters Score -1203522 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1204113.375000 Penalty: 4437.789551
	Iteration 4F: 3 clusters Score -1204113 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1204501.500000 Penalty: 4437.789551
	Iteration 5F: 3 clusters Score -1204502 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1204806.625000 Penalty: 4437.789551
	Iteration 6Q: 3 clusters Score -1204807 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1204999.625000 Penalty: 4437.789551
	Iteration 7Q: 3 clusters Score -1205000 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1205136.875000 Penalty: 4437.789551
	Iteration 8Q: 3 clusters Score -1205137 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1205252.125000 Penalty: 4437.789551
	Iteration 9Q: 3 clusters Score -1205252 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1205350.250000 Penalty: 4437.789551
	Iteration 10Q: 3 clusters Score -1205350 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1205447.000000 Penalty: 4437.789551
	Iteration 11Q: 3 clusters Score -1205447 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1205558.625000 Penalty: 4437.789551
	Iteration 12Q: 3 clusters Score -1205559 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1205680.250000 Penalty: 4437.789551
	Iteration 13Q: 3 clusters Score -1205680 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1205834.000000 Penalty: 4437.789551
	Iteration 14Q: 3 clusters Score -1205834 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1206055.250000 Penalty: 4437.789551
	Iteration 15Q: 3 clusters Score -1206055 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1206347.000000 Penalty: 4437.789551
	Iteration 16Q: 3 clusters Score -1206347 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1206668.000000 Penalty: 4437.789551
	Iteration 17Q: 3 clusters Score -1206668 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1207022.375000 Penalty: 4437.789551
	Iteration 18Q: 3 clusters Score -1207022 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1207349.000000 Penalty: 4437.789551
	Iteration 19Q: 3 clusters Score -1207349 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1207489.875000 Penalty: 4437.789551
	Iteration 20F: 3 clusters Score -1207490 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1207552.500000 Penalty: 4437.789551
	Iteration 21Q: 3 clusters Score -1207552 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1207579.500000 Penalty: 4437.789551
	Iteration 22Q: 3 clusters Score -1207580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1207599.125000 Penalty: 4437.789551
	Iteration 23Q: 3 clusters Score -1207599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1207605.125000 Penalty: 4437.789551
	Iteration 24Q: 3 clusters Score -1207605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1207609.500000 Penalty: 4437.789551
	Iteration 25Q: 3 clusters Score -1207610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1207615.625000 Penalty: 4437.789551
	Iteration 26Q: 3 clusters Score -1207616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1207616.750000 Penalty: 4437.789551
	Iteration 27Q: 3 clusters Score -1207617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1207618.500000 Penalty: 4437.789551
	Iteration 28Q: 3 clusters Score -1207618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1207619.625000 Penalty: 4437.789551
	Iteration 29Q: 3 clusters Score -1207620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1207621.750000 Penalty: 4437.789551
	Iteration 30Q: 3 clusters Score -1207622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1207622.875000 Penalty: 4437.789551
	Iteration 31Q: 3 clusters Score -1207623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1207622.875000 Penalty: 4437.789551
	Iteration 32F: 3 clusters Score -1207623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 234027 members 
Mstep: Class 3 contains 90786 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 19003 members 
Mstep: Class 6 contains 77850 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 95518 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 135438 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 98191 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21834 members 
Mstep: Class 26 contains 6689 members 
Mstep: Class 27 contains 2447 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 10398 members 
Mstep: Class 31 contains 39069 members 
Mstep: Class 32 contains 17250 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13589 members 
Mstep: Class 35 contains 21763 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2328 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31600 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4418 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6645 members 
Mstep: Class 51 contains 2213 members 
Mstep: Class 52 contains 16425 members 
Mstep: Class 53 contains 2431 members 
Mstep: Class 54 contains 8696 members 
Mstep: Class 55 contains 10604 members 
Mstep: Class 56 contains 11023 members 
Mstep: Class 57 contains 40358 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5789 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15849 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 5783 members 
Mstep: Class 67 contains 10992 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 626 members 
Mstep: Class 72 contains 2332 members 
Mstep: Class 73 contains 2261 members 
Mstep: Class 74 contains 3384 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 12992 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5239 members 
Entering Unmasked Estep 
Score: -154529952.000000 Penalty: 272517.312500
Splitting cluster 27 changes total score from -154528896.000000 to -154529952.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 28 (5413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Entering Unmasked Estep 
Score: -635080.250000 Penalty: 2131.946533
	Iteration 0F: 2 clusters Score -635080.2 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 2670 members 
Entering Unmasked Estep 
Score: -630291.187500 Penalty: 4263.893066
	Iteration 0F: 3 clusters Score -630291.2 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -631462.375000 Penalty: 4263.893066
	Iteration 1F: 3 clusters Score -631462.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -631677.750000 Penalty: 4263.893066
	Iteration 2F: 3 clusters Score -631677.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -631824.812500 Penalty: 4263.893066
	Iteration 3F: 3 clusters Score -631824.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -631962.812500 Penalty: 4263.893066
	Iteration 4Q: 3 clusters Score -631962.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -632146.000000 Penalty: 4263.893066
	Iteration 5Q: 3 clusters Score -632146 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -632366.125000 Penalty: 4263.893066
	Iteration 6Q: 3 clusters Score -632366.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -632632.625000 Penalty: 4263.893066
	Iteration 7F: 3 clusters Score -632632.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -632967.562500 Penalty: 4263.893066
	Iteration 8F: 3 clusters Score -632967.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -633234.062500 Penalty: 4263.893066
	Iteration 9F: 3 clusters Score -633234.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -633414.375000 Penalty: 4263.893066
	Iteration 10Q: 3 clusters Score -633414.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -633529.062500 Penalty: 4263.893066
	Iteration 11Q: 3 clusters Score -633529.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -633603.125000 Penalty: 4263.893066
	Iteration 12Q: 3 clusters Score -633603.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -633651.437500 Penalty: 4263.893066
	Iteration 13Q: 3 clusters Score -633651.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -633690.875000 Penalty: 4263.893066
	Iteration 14Q: 3 clusters Score -633690.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -633715.812500 Penalty: 4263.893066
	Iteration 15Q: 3 clusters Score -633715.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -633730.625000 Penalty: 4263.893066
	Iteration 16Q: 3 clusters Score -633730.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -633738.875000 Penalty: 4263.893066
	Iteration 17Q: 3 clusters Score -633738.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -633744.312500 Penalty: 4263.893066
	Iteration 18Q: 3 clusters Score -633744.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -633751.312500 Penalty: 4263.893066
	Iteration 19Q: 3 clusters Score -633751.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -633757.250000 Penalty: 4263.893066
	Iteration 20F: 3 clusters Score -633757.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -633761.687500 Penalty: 4263.893066
	Iteration 21Q: 3 clusters Score -633761.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -633764.562500 Penalty: 4263.893066
	Iteration 22Q: 3 clusters Score -633764.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -633768.250000 Penalty: 4263.893066
	Iteration 23Q: 3 clusters Score -633768.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -633771.812500 Penalty: 4263.893066
	Iteration 24Q: 3 clusters Score -633771.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -633776.937500 Penalty: 4263.893066
	Iteration 25Q: 3 clusters Score -633776.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -633787.375000 Penalty: 4263.893066
	Iteration 26Q: 3 clusters Score -633787.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -633792.125000 Penalty: 4263.893066
	Iteration 27Q: 3 clusters Score -633792.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -633796.062500 Penalty: 4263.893066
	Iteration 28Q: 3 clusters Score -633796.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -633798.437500 Penalty: 4263.893066
	Iteration 29Q: 3 clusters Score -633798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -633797.937500 Penalty: 4263.893066
	Iteration 30Q: 3 clusters Score -633797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -633799.062500 Penalty: 4263.893066
	Iteration 31Q: 3 clusters Score -633799.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -633800.312500 Penalty: 4263.893066
	Iteration 32Q: 3 clusters Score -633800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -633800.875000 Penalty: 4263.893066
	Iteration 33Q: 3 clusters Score -633800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -633801.812500 Penalty: 4263.893066
	Iteration 34Q: 3 clusters Score -633801.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -633801.812500 Penalty: 4263.893066
	Iteration 35F: 3 clusters Score -633801.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Entering Unmasked Estep 
Score: -792907.250000 Penalty: 2185.695801
	Iteration 0F: 2 clusters Score -792907.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -787325.562500 Penalty: 4371.391602
	Iteration 0F: 3 clusters Score -787325.6 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -788847.375000 Penalty: 4371.391602
	Iteration 1F: 3 clusters Score -788847.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -789386.500000 Penalty: 4371.391602
	Iteration 2F: 3 clusters Score -789386.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -789879.562500 Penalty: 4371.391602
	Iteration 3F: 3 clusters Score -789879.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -790293.125000 Penalty: 4371.391602
	Iteration 4F: 3 clusters Score -790293.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -790725.187500 Penalty: 4371.391602
	Iteration 5F: 3 clusters Score -790725.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -791181.125000 Penalty: 4371.391602
	Iteration 6F: 3 clusters Score -791181.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -791643.687500 Penalty: 4371.391602
	Iteration 7F: 3 clusters Score -791643.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -792122.125000 Penalty: 4371.391602
	Iteration 8F: 3 clusters Score -792122.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -792493.750000 Penalty: 4371.391602
	Iteration 9Q: 3 clusters Score -792493.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -792680.000000 Penalty: 4371.391602
	Iteration 10Q: 3 clusters Score -792680 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -792770.000000 Penalty: 4371.391602
	Iteration 11Q: 3 clusters Score -792770 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -792820.750000 Penalty: 4371.391602
	Iteration 12Q: 3 clusters Score -792820.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -792851.437500 Penalty: 4371.391602
	Iteration 13Q: 3 clusters Score -792851.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -792866.062500 Penalty: 4371.391602
	Iteration 14Q: 3 clusters Score -792866.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -792875.125000 Penalty: 4371.391602
	Iteration 15Q: 3 clusters Score -792875.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -792882.125000 Penalty: 4371.391602
	Iteration 16Q: 3 clusters Score -792882.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -792893.000000 Penalty: 4371.391602
	Iteration 17Q: 3 clusters Score -792893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -792904.750000 Penalty: 4371.391602
	Iteration 18Q: 3 clusters Score -792904.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -792914.562500 Penalty: 4371.391602
	Iteration 19Q: 3 clusters Score -792914.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -792931.875000 Penalty: 4371.391602
	Iteration 20F: 3 clusters Score -792931.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -792963.687500 Penalty: 4371.391602
	Iteration 21Q: 3 clusters Score -792963.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -793027.937500 Penalty: 4371.391602
	Iteration 22Q: 3 clusters Score -793027.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -793132.687500 Penalty: 4371.391602
	Iteration 23Q: 3 clusters Score -793132.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -793196.312500 Penalty: 4371.391602
	Iteration 24Q: 3 clusters Score -793196.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -793221.437500 Penalty: 4371.391602
	Iteration 25Q: 3 clusters Score -793221.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -793230.750000 Penalty: 4371.391602
	Iteration 26Q: 3 clusters Score -793230.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -793235.250000 Penalty: 4371.391602
	Iteration 27Q: 3 clusters Score -793235.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -793239.125000 Penalty: 4371.391602
	Iteration 28Q: 3 clusters Score -793239.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -793244.312500 Penalty: 4371.391602
	Iteration 29Q: 3 clusters Score -793244.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -793246.625000 Penalty: 4371.391602
	Iteration 30Q: 3 clusters Score -793246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -793247.875000 Penalty: 4371.391602
	Iteration 31Q: 3 clusters Score -793247.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -793249.687500 Penalty: 4371.391602
	Iteration 32Q: 3 clusters Score -793249.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -793249.687500 Penalty: 4371.391602
	Iteration 33F: 3 clusters Score -793249.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 234027 members 
Mstep: Class 3 contains 90786 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 19003 members 
Mstep: Class 6 contains 77850 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 95518 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 135438 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 98191 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21834 members 
Mstep: Class 26 contains 6689 members 
Mstep: Class 27 contains 2447 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 4571 members 
Mstep: Class 30 contains 10398 members 
Mstep: Class 31 contains 39069 members 
Mstep: Class 32 contains 17250 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13589 members 
Mstep: Class 35 contains 21763 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2328 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31600 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4418 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6645 members 
Mstep: Class 51 contains 2213 members 
Mstep: Class 52 contains 16425 members 
Mstep: Class 53 contains 2431 members 
Mstep: Class 54 contains 8696 members 
Mstep: Class 55 contains 10604 members 
Mstep: Class 56 contains 11023 members 
Mstep: Class 57 contains 40358 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5789 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15849 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 5783 members 
Mstep: Class 67 contains 10992 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 626 members 
Mstep: Class 72 contains 2332 members 
Mstep: Class 73 contains 2261 members 
Mstep: Class 74 contains 3384 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 12992 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5239 members 
Mstep: Class 79 contains 2152 members 
Entering Unmasked Estep 
Score: -154528560.000000 Penalty: 276011.125000
Splitting cluster 29 changes total score from -154528896.000000 to -154528560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (10398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Entering Unmasked Estep 
Score: -1119836.500000 Penalty: 2293.843506
	Iteration 0F: 2 clusters Score -1119836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1111931.000000 Penalty: 4587.687012
	Iteration 0F: 3 clusters Score -1111931 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1114408.875000 Penalty: 4587.687012
	Iteration 1F: 3 clusters Score -1114409 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1114945.375000 Penalty: 4587.687012
	Iteration 2F: 3 clusters Score -1114945 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1115465.750000 Penalty: 4587.687012
	Iteration 3F: 3 clusters Score -1115466 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1115977.375000 Penalty: 4587.687012
	Iteration 4F: 3 clusters Score -1115977 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1116514.500000 Penalty: 4587.687012
	Iteration 5F: 3 clusters Score -1116514 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1116998.125000 Penalty: 4587.687012
	Iteration 6F: 3 clusters Score -1116998 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1117349.125000 Penalty: 4587.687012
	Iteration 7Q: 3 clusters Score -1117349 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1117627.000000 Penalty: 4587.687012
	Iteration 8Q: 3 clusters Score -1117627 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1117862.375000 Penalty: 4587.687012
	Iteration 9Q: 3 clusters Score -1117862 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1118028.125000 Penalty: 4587.687012
	Iteration 10Q: 3 clusters Score -1118028 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1118127.625000 Penalty: 4587.687012
	Iteration 11Q: 3 clusters Score -1118128 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1118196.000000 Penalty: 4587.687012
	Iteration 12Q: 3 clusters Score -1118196 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1118241.000000 Penalty: 4587.687012
	Iteration 13Q: 3 clusters Score -1118241 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1118277.750000 Penalty: 4587.687012
	Iteration 14Q: 3 clusters Score -1118278 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1118309.875000 Penalty: 4587.687012
	Iteration 15Q: 3 clusters Score -1118310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1118329.500000 Penalty: 4587.687012
	Iteration 16Q: 3 clusters Score -1118330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1118346.500000 Penalty: 4587.687012
	Iteration 17Q: 3 clusters Score -1118346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1118356.250000 Penalty: 4587.687012
	Iteration 18Q: 3 clusters Score -1118356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1118370.875000 Penalty: 4587.687012
	Iteration 19Q: 3 clusters Score -1118371 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1118388.000000 Penalty: 4587.687012
	Iteration 20F: 3 clusters Score -1118388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1118399.625000 Penalty: 4587.687012
	Iteration 21Q: 3 clusters Score -1118400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1118412.000000 Penalty: 4587.687012
	Iteration 22Q: 3 clusters Score -1118412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1118422.625000 Penalty: 4587.687012
	Iteration 23Q: 3 clusters Score -1118423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1118427.000000 Penalty: 4587.687012
	Iteration 24Q: 3 clusters Score -1118427 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1118432.875000 Penalty: 4587.687012
	Iteration 25Q: 3 clusters Score -1118433 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1118443.500000 Penalty: 4587.687012
	Iteration 26Q: 3 clusters Score -1118444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1118457.875000 Penalty: 4587.687012
	Iteration 27Q: 3 clusters Score -1118458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1118467.125000 Penalty: 4587.687012
	Iteration 28Q: 3 clusters Score -1118467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1118480.125000 Penalty: 4587.687012
	Iteration 29Q: 3 clusters Score -1118480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1118492.000000 Penalty: 4587.687012
	Iteration 30Q: 3 clusters Score -1118492 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1118505.625000 Penalty: 4587.687012
	Iteration 31Q: 3 clusters Score -1118506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1118515.500000 Penalty: 4587.687012
	Iteration 32Q: 3 clusters Score -1118516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1118529.875000 Penalty: 4587.687012
	Iteration 33Q: 3 clusters Score -1118530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1118541.750000 Penalty: 4587.687012
	Iteration 34Q: 3 clusters Score -1118542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1118558.125000 Penalty: 4587.687012
	Iteration 35Q: 3 clusters Score -1118558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1118577.250000 Penalty: 4587.687012
	Iteration 36Q: 3 clusters Score -1118577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1118587.875000 Penalty: 4587.687012
	Iteration 37Q: 3 clusters Score -1118588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1118595.625000 Penalty: 4587.687012
	Iteration 38Q: 3 clusters Score -1118596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1118599.750000 Penalty: 4587.687012
	Iteration 39Q: 3 clusters Score -1118600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1118603.125000 Penalty: 4587.687012
	Iteration 40F: 3 clusters Score -1118603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1118611.625000 Penalty: 4587.687012
	Iteration 41Q: 3 clusters Score -1118612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1118618.250000 Penalty: 4587.687012
	Iteration 42Q: 3 clusters Score -1118618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1118622.625000 Penalty: 4587.687012
	Iteration 43Q: 3 clusters Score -1118623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1118635.625000 Penalty: 4587.687012
	Iteration 44Q: 3 clusters Score -1118636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1118636.875000 Penalty: 4587.687012
	Iteration 45Q: 3 clusters Score -1118637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1118639.875000 Penalty: 4587.687012
	Iteration 46Q: 3 clusters Score -1118640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1118647.500000 Penalty: 4587.687012
	Iteration 47Q: 3 clusters Score -1118648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1118653.125000 Penalty: 4587.687012
	Iteration 48Q: 3 clusters Score -1118653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1118654.875000 Penalty: 4587.687012
	Iteration 49Q: 3 clusters Score -1118655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1118656.750000 Penalty: 4587.687012
	Iteration 50Q: 3 clusters Score -1118657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1118660.875000 Penalty: 4587.687012
	Iteration 51Q: 3 clusters Score -1118661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1118663.000000 Penalty: 4587.687012
	Iteration 52Q: 3 clusters Score -1118663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1118670.250000 Penalty: 4587.687012
	Iteration 53Q: 3 clusters Score -1118670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1118673.750000 Penalty: 4587.687012
	Iteration 54Q: 3 clusters Score -1118674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1118686.000000 Penalty: 4587.687012
	Iteration 55Q: 3 clusters Score -1118686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1118694.375000 Penalty: 4587.687012
	Iteration 56Q: 3 clusters Score -1118694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1118696.750000 Penalty: 4587.687012
	Iteration 57Q: 3 clusters Score -1118697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1118709.875000 Penalty: 4587.687012
	Iteration 58Q: 3 clusters Score -1118710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1118716.000000 Penalty: 4587.687012
	Iteration 59Q: 3 clusters Score -1118716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1118726.125000 Penalty: 4587.687012
	Iteration 60F: 3 clusters Score -1118726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1118731.750000 Penalty: 4587.687012
	Iteration 61Q: 3 clusters Score -1118732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1118735.000000 Penalty: 4587.687012
	Iteration 62Q: 3 clusters Score -1118735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1118740.375000 Penalty: 4587.687012
	Iteration 63Q: 3 clusters Score -1118740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1118744.375000 Penalty: 4587.687012
	Iteration 64Q: 3 clusters Score -1118744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1118744.125000 Penalty: 4587.687012
	Iteration 65Q: 3 clusters Score -1118744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1118750.000000 Penalty: 4587.687012
	Iteration 66Q: 3 clusters Score -1118750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1118751.125000 Penalty: 4587.687012
	Iteration 67Q: 3 clusters Score -1118751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1118755.750000 Penalty: 4587.687012
	Iteration 68Q: 3 clusters Score -1118756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1118758.625000 Penalty: 4587.687012
	Iteration 69Q: 3 clusters Score -1118759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1118759.625000 Penalty: 4587.687012
	Iteration 70Q: 3 clusters Score -1118760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1118763.125000 Penalty: 4587.687012
	Iteration 71Q: 3 clusters Score -1118763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1118763.125000 Penalty: 4587.687012
	Iteration 72Q: 3 clusters Score -1118763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1118761.625000 Penalty: 4587.687012
	Iteration 73Q: 3 clusters Score -1118762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1118764.625000 Penalty: 4587.687012
	Iteration 74Q: 3 clusters Score -1118765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1118764.375000 Penalty: 4587.687012
	Iteration 75Q: 3 clusters Score -1118764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1118766.750000 Penalty: 4587.687012
	Iteration 76Q: 3 clusters Score -1118767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1118768.500000 Penalty: 4587.687012
	Iteration 77Q: 3 clusters Score -1118768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1118770.875000 Penalty: 4587.687012
	Iteration 78Q: 3 clusters Score -1118771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1118771.000000 Penalty: 4587.687012
	Iteration 79Q: 3 clusters Score -1118771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1118772.000000 Penalty: 4587.687012
	Iteration 80F: 3 clusters Score -1118772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1118771.125000 Penalty: 4587.687012
	Iteration 81Q: 3 clusters Score -1118771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1118769.375000 Penalty: 4587.687012
	Iteration 82Q: 3 clusters Score -1118769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1118770.250000 Penalty: 4587.687012
	Iteration 83Q: 3 clusters Score -1118770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1118772.750000 Penalty: 4587.687012
	Iteration 84Q: 3 clusters Score -1118773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1118771.625000 Penalty: 4587.687012
	Iteration 85Q: 3 clusters Score -1118772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1118772.375000 Penalty: 4587.687012
	Iteration 86Q: 3 clusters Score -1118772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1118772.750000 Penalty: 4587.687012
	Iteration 87Q: 3 clusters Score -1118773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1118772.750000 Penalty: 4587.687012
	Iteration 88F: 3 clusters Score -1118773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Entering Unmasked Estep 
Score: -4730482.500000 Penalty: 2622.125000
	Iteration 0F: 2 clusters Score -4730482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4703882.000000 Penalty: 5244.250000
	Iteration 0F: 3 clusters Score -4703882 nChanged 17996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4714179.500000 Penalty: 5244.250000
	Iteration 1F: 3 clusters Score -4714180 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -4715212.500000 Penalty: 5244.250000
	Iteration 2F: 3 clusters Score -4715212 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -4716574.500000 Penalty: 5244.250000
	Iteration 3F: 3 clusters Score -4716574 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4718107.000000 Penalty: 5244.250000
	Iteration 4F: 3 clusters Score -4718107 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -4719916.500000 Penalty: 5244.250000
	Iteration 5F: 3 clusters Score -4719916 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -4721823.500000 Penalty: 5244.250000
	Iteration 6F: 3 clusters Score -4721824 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -4723613.000000 Penalty: 5244.250000
	Iteration 7F: 3 clusters Score -4723613 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -4725096.500000 Penalty: 5244.250000
	Iteration 8Q: 3 clusters Score -4725096 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -4726102.500000 Penalty: 5244.250000
	Iteration 9Q: 3 clusters Score -4726102 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -4726725.000000 Penalty: 5244.250000
	Iteration 10Q: 3 clusters Score -4726725 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4727077.000000 Penalty: 5244.250000
	Iteration 11Q: 3 clusters Score -4727077 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -4727290.500000 Penalty: 5244.250000
	Iteration 12Q: 3 clusters Score -4727290 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4727497.500000 Penalty: 5244.250000
	Iteration 13Q: 3 clusters Score -4727498 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4727616.000000 Penalty: 5244.250000
	Iteration 14Q: 3 clusters Score -4727616 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -4727727.500000 Penalty: 5244.250000
	Iteration 15Q: 3 clusters Score -4727728 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4727781.500000 Penalty: 5244.250000
	Iteration 16Q: 3 clusters Score -4727782 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -4727847.500000 Penalty: 5244.250000
	Iteration 17Q: 3 clusters Score -4727848 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4727935.000000 Penalty: 5244.250000
	Iteration 18Q: 3 clusters Score -4727935 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4728007.000000 Penalty: 5244.250000
	Iteration 19Q: 3 clusters Score -4728007 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4728027.000000 Penalty: 5244.250000
	Iteration 20F: 3 clusters Score -4728027 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4728086.000000 Penalty: 5244.250000
	Iteration 21Q: 3 clusters Score -4728086 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4728105.000000 Penalty: 5244.250000
	Iteration 22Q: 3 clusters Score -4728105 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4728125.500000 Penalty: 5244.250000
	Iteration 23Q: 3 clusters Score -4728126 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4728150.500000 Penalty: 5244.250000
	Iteration 24Q: 3 clusters Score -4728150 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4728168.000000 Penalty: 5244.250000
	Iteration 25Q: 3 clusters Score -4728168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4728204.000000 Penalty: 5244.250000
	Iteration 26Q: 3 clusters Score -4728204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4728213.500000 Penalty: 5244.250000
	Iteration 27Q: 3 clusters Score -4728214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4728240.500000 Penalty: 5244.250000
	Iteration 28Q: 3 clusters Score -4728240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4728261.000000 Penalty: 5244.250000
	Iteration 29Q: 3 clusters Score -4728261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4728269.500000 Penalty: 5244.250000
	Iteration 30Q: 3 clusters Score -4728270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4728294.500000 Penalty: 5244.250000
	Iteration 31Q: 3 clusters Score -4728294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4728303.500000 Penalty: 5244.250000
	Iteration 32Q: 3 clusters Score -4728304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4728319.000000 Penalty: 5244.250000
	Iteration 33Q: 3 clusters Score -4728319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4728324.000000 Penalty: 5244.250000
	Iteration 34Q: 3 clusters Score -4728324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4728345.500000 Penalty: 5244.250000
	Iteration 35Q: 3 clusters Score -4728346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4728349.000000 Penalty: 5244.250000
	Iteration 36Q: 3 clusters Score -4728349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4728366.500000 Penalty: 5244.250000
	Iteration 37Q: 3 clusters Score -4728366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4728371.000000 Penalty: 5244.250000
	Iteration 38Q: 3 clusters Score -4728371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4728366.500000 Penalty: 5244.250000
	Iteration 39Q: 3 clusters Score -4728366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4728380.000000 Penalty: 5244.250000
	Iteration 40F: 3 clusters Score -4728380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4728378.000000 Penalty: 5244.250000
	Iteration 41Q: 3 clusters Score -4728378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4728392.500000 Penalty: 5244.250000
	Iteration 42Q: 3 clusters Score -4728392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4728389.500000 Penalty: 5244.250000
	Iteration 43Q: 3 clusters Score -4728390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4728404.500000 Penalty: 5244.250000
	Iteration 44Q: 3 clusters Score -4728404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4728404.500000 Penalty: 5244.250000
	Iteration 45Q: 3 clusters Score -4728404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4728403.500000 Penalty: 5244.250000
	Iteration 46Q: 3 clusters Score -4728404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4728415.000000 Penalty: 5244.250000
	Iteration 47Q: 3 clusters Score -4728415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4728409.000000 Penalty: 5244.250000
	Iteration 48Q: 3 clusters Score -4728409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4728408.500000 Penalty: 5244.250000
	Iteration 49Q: 3 clusters Score -4728408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4728409.000000 Penalty: 5244.250000
	Iteration 50Q: 3 clusters Score -4728409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4728412.000000 Penalty: 5244.250000
	Iteration 51Q: 3 clusters Score -4728412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4728412.500000 Penalty: 5244.250000
	Iteration 52Q: 3 clusters Score -4728412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4728409.500000 Penalty: 5244.250000
	Iteration 53Q: 3 clusters Score -4728410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4728410.500000 Penalty: 5244.250000
	Iteration 54Q: 3 clusters Score -4728410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4728409.500000 Penalty: 5244.250000
	Iteration 55Q: 3 clusters Score -4728410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4728409.500000 Penalty: 5244.250000
	Iteration 56F: 3 clusters Score -4728410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Entering Unmasked Estep 
Score: -2138060.750000 Penalty: 2419.380859
	Iteration 0F: 2 clusters Score -2138061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2125696.250000 Penalty: 4838.761719
	Iteration 0F: 3 clusters Score -2125696 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2129608.000000 Penalty: 4838.761719
	Iteration 1F: 3 clusters Score -2129608 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2130002.250000 Penalty: 4838.761719
	Iteration 2F: 3 clusters Score -2130002 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2130364.000000 Penalty: 4838.761719
	Iteration 3F: 3 clusters Score -2130364 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2130831.250000 Penalty: 4838.761719
	Iteration 4Q: 3 clusters Score -2130831 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2131510.250000 Penalty: 4838.761719
	Iteration 5F: 3 clusters Score -2131510 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2132446.750000 Penalty: 4838.761719
	Iteration 6F: 3 clusters Score -2132447 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2133511.750000 Penalty: 4838.761719
	Iteration 7F: 3 clusters Score -2133512 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2134387.250000 Penalty: 4838.761719
	Iteration 8F: 3 clusters Score -2134387 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2134942.750000 Penalty: 4838.761719
	Iteration 9F: 3 clusters Score -2134943 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2135243.500000 Penalty: 4838.761719
	Iteration 10Q: 3 clusters Score -2135244 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2135406.750000 Penalty: 4838.761719
	Iteration 11Q: 3 clusters Score -2135407 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2135505.250000 Penalty: 4838.761719
	Iteration 12Q: 3 clusters Score -2135505 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2135558.750000 Penalty: 4838.761719
	Iteration 13Q: 3 clusters Score -2135559 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2135609.250000 Penalty: 4838.761719
	Iteration 14Q: 3 clusters Score -2135609 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2135644.250000 Penalty: 4838.761719
	Iteration 15Q: 3 clusters Score -2135644 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2135671.500000 Penalty: 4838.761719
	Iteration 16Q: 3 clusters Score -2135672 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2135703.750000 Penalty: 4838.761719
	Iteration 17Q: 3 clusters Score -2135704 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2135727.250000 Penalty: 4838.761719
	Iteration 18Q: 3 clusters Score -2135727 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2135749.250000 Penalty: 4838.761719
	Iteration 19Q: 3 clusters Score -2135749 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2135757.500000 Penalty: 4838.761719
	Iteration 20F: 3 clusters Score -2135758 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2135774.500000 Penalty: 4838.761719
	Iteration 21Q: 3 clusters Score -2135774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2135784.750000 Penalty: 4838.761719
	Iteration 22Q: 3 clusters Score -2135785 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2135801.500000 Penalty: 4838.761719
	Iteration 23Q: 3 clusters Score -2135802 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2135819.250000 Penalty: 4838.761719
	Iteration 24Q: 3 clusters Score -2135819 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2135844.750000 Penalty: 4838.761719
	Iteration 25Q: 3 clusters Score -2135845 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2135864.000000 Penalty: 4838.761719
	Iteration 26Q: 3 clusters Score -2135864 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2135879.000000 Penalty: 4838.761719
	Iteration 27Q: 3 clusters Score -2135879 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2135893.750000 Penalty: 4838.761719
	Iteration 28Q: 3 clusters Score -2135894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2135911.250000 Penalty: 4838.761719
	Iteration 29Q: 3 clusters Score -2135911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2135921.000000 Penalty: 4838.761719
	Iteration 30Q: 3 clusters Score -2135921 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2135946.000000 Penalty: 4838.761719
	Iteration 31Q: 3 clusters Score -2135946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2135953.750000 Penalty: 4838.761719
	Iteration 32Q: 3 clusters Score -2135954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2135966.000000 Penalty: 4838.761719
	Iteration 33Q: 3 clusters Score -2135966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2135974.500000 Penalty: 4838.761719
	Iteration 34Q: 3 clusters Score -2135974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2135977.250000 Penalty: 4838.761719
	Iteration 35Q: 3 clusters Score -2135977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2135991.750000 Penalty: 4838.761719
	Iteration 36Q: 3 clusters Score -2135992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2135996.000000 Penalty: 4838.761719
	Iteration 37Q: 3 clusters Score -2135996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2136000.500000 Penalty: 4838.761719
	Iteration 38Q: 3 clusters Score -2136000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2136004.500000 Penalty: 4838.761719
	Iteration 39Q: 3 clusters Score -2136004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2136012.500000 Penalty: 4838.761719
	Iteration 40F: 3 clusters Score -2136012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2136021.000000 Penalty: 4838.761719
	Iteration 41Q: 3 clusters Score -2136021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2136029.000000 Penalty: 4838.761719
	Iteration 42Q: 3 clusters Score -2136029 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2136033.250000 Penalty: 4838.761719
	Iteration 43Q: 3 clusters Score -2136033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2136043.750000 Penalty: 4838.761719
	Iteration 44Q: 3 clusters Score -2136044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2136050.500000 Penalty: 4838.761719
	Iteration 45Q: 3 clusters Score -2136050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2136057.250000 Penalty: 4838.761719
	Iteration 46Q: 3 clusters Score -2136057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2136057.250000 Penalty: 4838.761719
	Iteration 47Q: 3 clusters Score -2136057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2136065.250000 Penalty: 4838.761719
	Iteration 48Q: 3 clusters Score -2136065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2136066.250000 Penalty: 4838.761719
	Iteration 49Q: 3 clusters Score -2136066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2136064.500000 Penalty: 4838.761719
	Iteration 50Q: 3 clusters Score -2136064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2136073.000000 Penalty: 4838.761719
	Iteration 51Q: 3 clusters Score -2136073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2136071.500000 Penalty: 4838.761719
	Iteration 52Q: 3 clusters Score -2136072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2136081.500000 Penalty: 4838.761719
	Iteration 53Q: 3 clusters Score -2136082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2136090.500000 Penalty: 4838.761719
	Iteration 54Q: 3 clusters Score -2136090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2136091.250000 Penalty: 4838.761719
	Iteration 55Q: 3 clusters Score -2136091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2136092.250000 Penalty: 4838.761719
	Iteration 56Q: 3 clusters Score -2136092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2136092.750000 Penalty: 4838.761719
	Iteration 57Q: 3 clusters Score -2136093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2136102.500000 Penalty: 4838.761719
	Iteration 58Q: 3 clusters Score -2136102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2136103.750000 Penalty: 4838.761719
	Iteration 59Q: 3 clusters Score -2136104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2136107.500000 Penalty: 4838.761719
	Iteration 60F: 3 clusters Score -2136108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2136116.250000 Penalty: 4838.761719
	Iteration 61Q: 3 clusters Score -2136116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2136119.250000 Penalty: 4838.761719
	Iteration 62Q: 3 clusters Score -2136119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2136122.500000 Penalty: 4838.761719
	Iteration 63Q: 3 clusters Score -2136122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2136125.000000 Penalty: 4838.761719
	Iteration 64Q: 3 clusters Score -2136125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2136126.500000 Penalty: 4838.761719
	Iteration 65Q: 3 clusters Score -2136126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2136129.750000 Penalty: 4838.761719
	Iteration 66Q: 3 clusters Score -2136130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2136134.250000 Penalty: 4838.761719
	Iteration 67Q: 3 clusters Score -2136134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2136130.500000 Penalty: 4838.761719
	Iteration 68Q: 3 clusters Score -2136130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2136135.750000 Penalty: 4838.761719
	Iteration 69Q: 3 clusters Score -2136136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2136136.000000 Penalty: 4838.761719
	Iteration 70Q: 3 clusters Score -2136136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2136132.250000 Penalty: 4838.761719
	Iteration 71Q: 3 clusters Score -2136132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2136133.000000 Penalty: 4838.761719
	Iteration 72Q: 3 clusters Score -2136133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2136140.000000 Penalty: 4838.761719
	Iteration 73Q: 3 clusters Score -2136140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2136138.000000 Penalty: 4838.761719
	Iteration 74Q: 3 clusters Score -2136138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2136144.250000 Penalty: 4838.761719
	Iteration 75Q: 3 clusters Score -2136144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2136145.500000 Penalty: 4838.761719
	Iteration 76Q: 3 clusters Score -2136146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2136151.250000 Penalty: 4838.761719
	Iteration 77Q: 3 clusters Score -2136151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2136155.250000 Penalty: 4838.761719
	Iteration 78Q: 3 clusters Score -2136155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2136158.000000 Penalty: 4838.761719
	Iteration 79Q: 3 clusters Score -2136158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2136160.000000 Penalty: 4838.761719
	Iteration 80F: 3 clusters Score -2136160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2136158.750000 Penalty: 4838.761719
	Iteration 81Q: 3 clusters Score -2136159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2136161.750000 Penalty: 4838.761719
	Iteration 82Q: 3 clusters Score -2136162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2136162.250000 Penalty: 4838.761719
	Iteration 83Q: 3 clusters Score -2136162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2136163.000000 Penalty: 4838.761719
	Iteration 84Q: 3 clusters Score -2136163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2136165.250000 Penalty: 4838.761719
	Iteration 85Q: 3 clusters Score -2136165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2136163.500000 Penalty: 4838.761719
	Iteration 86Q: 3 clusters Score -2136164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2136167.500000 Penalty: 4838.761719
	Iteration 87Q: 3 clusters Score -2136168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2136173.750000 Penalty: 4838.761719
	Iteration 88Q: 3 clusters Score -2136174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2136171.000000 Penalty: 4838.761719
	Iteration 89Q: 3 clusters Score -2136171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2136171.250000 Penalty: 4838.761719
	Iteration 90Q: 3 clusters Score -2136171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2136173.750000 Penalty: 4838.761719
	Iteration 91Q: 3 clusters Score -2136174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2136169.750000 Penalty: 4838.761719
	Iteration 92Q: 3 clusters Score -2136170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2136172.500000 Penalty: 4838.761719
	Iteration 93Q: 3 clusters Score -2136172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2136173.750000 Penalty: 4838.761719
	Iteration 94Q: 3 clusters Score -2136174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2136176.000000 Penalty: 4838.761719
	Iteration 95Q: 3 clusters Score -2136176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2136173.750000 Penalty: 4838.761719
	Iteration 96Q: 3 clusters Score -2136174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2136173.750000 Penalty: 4838.761719
	Iteration 97F: 3 clusters Score -2136174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Entering Unmasked Estep 
Score: -1049682.375000 Penalty: 2251.020264
	Iteration 0F: 2 clusters Score -1049682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1042848.500000 Penalty: 4502.040527
	Iteration 0F: 3 clusters Score -1042848 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1044955.875000 Penalty: 4502.040527
	Iteration 1F: 3 clusters Score -1044956 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1045525.000000 Penalty: 4502.040527
	Iteration 2F: 3 clusters Score -1045525 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1046133.000000 Penalty: 4502.040527
	Iteration 3F: 3 clusters Score -1046133 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1046707.000000 Penalty: 4502.040527
	Iteration 4F: 3 clusters Score -1046707 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1047138.562500 Penalty: 4502.040527
	Iteration 5F: 3 clusters Score -1047139 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1047442.187500 Penalty: 4502.040527
	Iteration 6F: 3 clusters Score -1047442 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1047623.937500 Penalty: 4502.040527
	Iteration 7Q: 3 clusters Score -1047624 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1047727.812500 Penalty: 4502.040527
	Iteration 8Q: 3 clusters Score -1047728 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1047787.187500 Penalty: 4502.040527
	Iteration 9Q: 3 clusters Score -1047787 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1047822.562500 Penalty: 4502.040527
	Iteration 10Q: 3 clusters Score -1047823 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1047840.437500 Penalty: 4502.040527
	Iteration 11Q: 3 clusters Score -1047840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1047852.562500 Penalty: 4502.040527
	Iteration 12Q: 3 clusters Score -1047853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1047866.562500 Penalty: 4502.040527
	Iteration 13Q: 3 clusters Score -1047867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1047872.312500 Penalty: 4502.040527
	Iteration 14Q: 3 clusters Score -1047872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1047876.312500 Penalty: 4502.040527
	Iteration 15Q: 3 clusters Score -1047876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1047876.562500 Penalty: 4502.040527
	Iteration 16Q: 3 clusters Score -1047877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1047879.875000 Penalty: 4502.040527
	Iteration 17Q: 3 clusters Score -1047880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1047880.375000 Penalty: 4502.040527
	Iteration 18Q: 3 clusters Score -1047880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1047881.750000 Penalty: 4502.040527
	Iteration 19Q: 3 clusters Score -1047882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1047882.000000 Penalty: 4502.040527
	Iteration 20F: 3 clusters Score -1047882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1047881.625000 Penalty: 4502.040527
	Iteration 21Q: 3 clusters Score -1047882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1047882.250000 Penalty: 4502.040527
	Iteration 22Q: 3 clusters Score -1047882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1047883.312500 Penalty: 4502.040527
	Iteration 23Q: 3 clusters Score -1047883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1047883.312500 Penalty: 4502.040527
	Iteration 24Q: 3 clusters Score -1047883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1047883.500000 Penalty: 4502.040527
	Iteration 25Q: 3 clusters Score -1047884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1047884.687500 Penalty: 4502.040527
	Iteration 26Q: 3 clusters Score -1047885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1047884.687500 Penalty: 4502.040527
	Iteration 27F: 3 clusters Score -1047885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (13589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Entering Unmasked Estep 
Score: -1617374.125000 Penalty: 2360.219727
	Iteration 0F: 2 clusters Score -1617374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1607397.750000 Penalty: 4720.439453
	Iteration 0F: 3 clusters Score -1607398 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1610559.375000 Penalty: 4720.439453
	Iteration 1F: 3 clusters Score -1610559 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1611003.250000 Penalty: 4720.439453
	Iteration 2F: 3 clusters Score -1611003 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1611383.875000 Penalty: 4720.439453
	Iteration 3F: 3 clusters Score -1611384 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1611793.375000 Penalty: 4720.439453
	Iteration 4F: 3 clusters Score -1611793 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1612323.125000 Penalty: 4720.439453
	Iteration 5F: 3 clusters Score -1612323 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1613032.750000 Penalty: 4720.439453
	Iteration 6F: 3 clusters Score -1613033 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1613841.125000 Penalty: 4720.439453
	Iteration 7F: 3 clusters Score -1613841 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1614665.000000 Penalty: 4720.439453
	Iteration 8F: 3 clusters Score -1614665 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1615299.750000 Penalty: 4720.439453
	Iteration 9F: 3 clusters Score -1615300 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1615689.625000 Penalty: 4720.439453
	Iteration 10Q: 3 clusters Score -1615690 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1615880.375000 Penalty: 4720.439453
	Iteration 11Q: 3 clusters Score -1615880 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1615989.125000 Penalty: 4720.439453
	Iteration 12Q: 3 clusters Score -1615989 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1616062.125000 Penalty: 4720.439453
	Iteration 13Q: 3 clusters Score -1616062 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1616113.500000 Penalty: 4720.439453
	Iteration 14Q: 3 clusters Score -1616114 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1616147.125000 Penalty: 4720.439453
	Iteration 15Q: 3 clusters Score -1616147 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1616181.250000 Penalty: 4720.439453
	Iteration 16Q: 3 clusters Score -1616181 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1616212.000000 Penalty: 4720.439453
	Iteration 17Q: 3 clusters Score -1616212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1616235.500000 Penalty: 4720.439453
	Iteration 18Q: 3 clusters Score -1616236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1616257.500000 Penalty: 4720.439453
	Iteration 19Q: 3 clusters Score -1616258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1616275.875000 Penalty: 4720.439453
	Iteration 20F: 3 clusters Score -1616276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1616297.250000 Penalty: 4720.439453
	Iteration 21Q: 3 clusters Score -1616297 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1616316.250000 Penalty: 4720.439453
	Iteration 22Q: 3 clusters Score -1616316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1616332.375000 Penalty: 4720.439453
	Iteration 23Q: 3 clusters Score -1616332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1616367.500000 Penalty: 4720.439453
	Iteration 24Q: 3 clusters Score -1616368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1616425.500000 Penalty: 4720.439453
	Iteration 25Q: 3 clusters Score -1616426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1616522.625000 Penalty: 4720.439453
	Iteration 26Q: 3 clusters Score -1616523 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1616670.750000 Penalty: 4720.439453
	Iteration 27Q: 3 clusters Score -1616671 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1616773.500000 Penalty: 4720.439453
	Iteration 28Q: 3 clusters Score -1616774 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1616816.500000 Penalty: 4720.439453
	Iteration 29Q: 3 clusters Score -1616816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1616832.375000 Penalty: 4720.439453
	Iteration 30Q: 3 clusters Score -1616832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1616835.625000 Penalty: 4720.439453
	Iteration 31Q: 3 clusters Score -1616836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1616836.875000 Penalty: 4720.439453
	Iteration 32Q: 3 clusters Score -1616837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1616841.000000 Penalty: 4720.439453
	Iteration 33Q: 3 clusters Score -1616841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1616843.625000 Penalty: 4720.439453
	Iteration 34Q: 3 clusters Score -1616844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1616847.125000 Penalty: 4720.439453
	Iteration 35Q: 3 clusters Score -1616847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1616851.250000 Penalty: 4720.439453
	Iteration 36Q: 3 clusters Score -1616851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1616849.875000 Penalty: 4720.439453
	Iteration 37Q: 3 clusters Score -1616850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1616852.000000 Penalty: 4720.439453
	Iteration 38Q: 3 clusters Score -1616852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1616848.875000 Penalty: 4720.439453
	Iteration 39Q: 3 clusters Score -1616849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1616849.375000 Penalty: 4720.439453
	Iteration 40F: 3 clusters Score -1616849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1616849.750000 Penalty: 4720.439453
	Iteration 41Q: 3 clusters Score -1616850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1616850.000000 Penalty: 4720.439453
	Iteration 42Q: 3 clusters Score -1616850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1616853.625000 Penalty: 4720.439453
	Iteration 43Q: 3 clusters Score -1616854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1616854.250000 Penalty: 4720.439453
	Iteration 44Q: 3 clusters Score -1616854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1616852.375000 Penalty: 4720.439453
	Iteration 45Q: 3 clusters Score -1616852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1616857.375000 Penalty: 4720.439453
	Iteration 46Q: 3 clusters Score -1616857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1616854.625000 Penalty: 4720.439453
	Iteration 47Q: 3 clusters Score -1616855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1616855.875000 Penalty: 4720.439453
	Iteration 48Q: 3 clusters Score -1616856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1616855.375000 Penalty: 4720.439453
	Iteration 49Q: 3 clusters Score -1616855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1616853.875000 Penalty: 4720.439453
	Iteration 50Q: 3 clusters Score -1616854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1616853.125000 Penalty: 4720.439453
	Iteration 51Q: 3 clusters Score -1616853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1616853.125000 Penalty: 4720.439453
	Iteration 52F: 3 clusters Score -1616853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Entering Unmasked Estep 
Score: -2707924.250000 Penalty: 2477.015625
	Iteration 0F: 2 clusters Score -2707924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2692740.750000 Penalty: 4954.031250
	Iteration 0F: 3 clusters Score -2692741 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2697802.250000 Penalty: 4954.031250
	Iteration 1F: 3 clusters Score -2697802 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2698210.250000 Penalty: 4954.031250
	Iteration 2F: 3 clusters Score -2698210 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2698556.250000 Penalty: 4954.031250
	Iteration 3Q: 3 clusters Score -2698556 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2698843.750000 Penalty: 4954.031250
	Iteration 4Q: 3 clusters Score -2698844 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2699158.250000 Penalty: 4954.031250
	Iteration 5Q: 3 clusters Score -2699158 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2699530.000000 Penalty: 4954.031250
	Iteration 6Q: 3 clusters Score -2699530 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2699938.750000 Penalty: 4954.031250
	Iteration 7Q: 3 clusters Score -2699939 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2700497.250000 Penalty: 4954.031250
	Iteration 8Q: 3 clusters Score -2700497 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2701241.250000 Penalty: 4954.031250
	Iteration 9F: 3 clusters Score -2701241 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2702111.750000 Penalty: 4954.031250
	Iteration 10F: 3 clusters Score -2702112 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2702984.750000 Penalty: 4954.031250
	Iteration 11F: 3 clusters Score -2702985 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2703793.500000 Penalty: 4954.031250
	Iteration 12Q: 3 clusters Score -2703794 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2704432.250000 Penalty: 4954.031250
	Iteration 13Q: 3 clusters Score -2704432 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2704925.000000 Penalty: 4954.031250
	Iteration 14Q: 3 clusters Score -2704925 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2705224.000000 Penalty: 4954.031250
	Iteration 15Q: 3 clusters Score -2705224 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2705395.500000 Penalty: 4954.031250
	Iteration 16Q: 3 clusters Score -2705396 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2705501.250000 Penalty: 4954.031250
	Iteration 17Q: 3 clusters Score -2705501 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2705562.250000 Penalty: 4954.031250
	Iteration 18Q: 3 clusters Score -2705562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2705605.250000 Penalty: 4954.031250
	Iteration 19Q: 3 clusters Score -2705605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2705657.000000 Penalty: 4954.031250
	Iteration 20F: 3 clusters Score -2705657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2705689.750000 Penalty: 4954.031250
	Iteration 21Q: 3 clusters Score -2705690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2705719.750000 Penalty: 4954.031250
	Iteration 22Q: 3 clusters Score -2705720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2705733.750000 Penalty: 4954.031250
	Iteration 23Q: 3 clusters Score -2705734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2705738.750000 Penalty: 4954.031250
	Iteration 24Q: 3 clusters Score -2705739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2705749.750000 Penalty: 4954.031250
	Iteration 25Q: 3 clusters Score -2705750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2705759.250000 Penalty: 4954.031250
	Iteration 26Q: 3 clusters Score -2705759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2705765.750000 Penalty: 4954.031250
	Iteration 27Q: 3 clusters Score -2705766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2705778.250000 Penalty: 4954.031250
	Iteration 28Q: 3 clusters Score -2705778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2705781.250000 Penalty: 4954.031250
	Iteration 29Q: 3 clusters Score -2705781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2705788.750000 Penalty: 4954.031250
	Iteration 30Q: 3 clusters Score -2705789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2705791.250000 Penalty: 4954.031250
	Iteration 31Q: 3 clusters Score -2705791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2705792.250000 Penalty: 4954.031250
	Iteration 32Q: 3 clusters Score -2705792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2705794.750000 Penalty: 4954.031250
	Iteration 33Q: 3 clusters Score -2705795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2705796.500000 Penalty: 4954.031250
	Iteration 34Q: 3 clusters Score -2705796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2705804.750000 Penalty: 4954.031250
	Iteration 35Q: 3 clusters Score -2705805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2705811.000000 Penalty: 4954.031250
	Iteration 36Q: 3 clusters Score -2705811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2705812.250000 Penalty: 4954.031250
	Iteration 37Q: 3 clusters Score -2705812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2705815.250000 Penalty: 4954.031250
	Iteration 38Q: 3 clusters Score -2705815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2705816.250000 Penalty: 4954.031250
	Iteration 39Q: 3 clusters Score -2705816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2705816.250000 Penalty: 4954.031250
	Iteration 40F: 3 clusters Score -2705816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -83996.812500 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -83996.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -82279.570312 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -82279.57 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82884.015625 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -82884.02 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83287.476562 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -83287.48 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83656.976562 Penalty: 3368.445801
	Iteration 3F: 3 clusters Score -83656.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83921.992188 Penalty: 3368.445801
	Iteration 4F: 3 clusters Score -83921.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84158.789062 Penalty: 3368.445801
	Iteration 5Q: 3 clusters Score -84158.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84337.304688 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -84337.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84401.390625 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -84401.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -84448.187500 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -84448.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -84458.226562 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -84458.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -84465.093750 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -84465.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84472.640625 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -84472.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84476.968750 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -84476.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84476.968750 Penalty: 3368.445801
	Iteration 13F: 3 clusters Score -84476.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 234027 members 
Mstep: Class 3 contains 90786 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 19003 members 
Mstep: Class 6 contains 77850 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 95518 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 135438 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 98191 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21834 members 
Mstep: Class 26 contains 6689 members 
Mstep: Class 27 contains 2447 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 10398 members 
Mstep: Class 31 contains 39069 members 
Mstep: Class 32 contains 17250 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13589 members 
Mstep: Class 35 contains 21763 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2328 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31600 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4418 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6645 members 
Mstep: Class 51 contains 2213 members 
Mstep: Class 52 contains 16425 members 
Mstep: Class 53 contains 2431 members 
Mstep: Class 54 contains 8696 members 
Mstep: Class 55 contains 10604 members 
Mstep: Class 56 contains 11023 members 
Mstep: Class 57 contains 40358 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5789 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15849 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 5783 members 
Mstep: Class 67 contains 10992 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 626 members 
Mstep: Class 72 contains 2332 members 
Mstep: Class 73 contains 2261 members 
Mstep: Class 74 contains 3384 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 12992 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5239 members 
Mstep: Class 79 contains 461 members 
Entering Unmasked Estep 
Score: -154528752.000000 Penalty: 276011.125000
Splitting cluster 36 changes total score from -154528896.000000 to -154528752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (3685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Entering Unmasked Estep 
Score: -382862.125000 Penalty: 2036.582397
	Iteration 0F: 2 clusters Score -382862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -379191.937500 Penalty: 4073.164795
	Iteration 0F: 3 clusters Score -379191.9 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -380158.250000 Penalty: 4073.164795
	Iteration 1F: 3 clusters Score -380158.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -380418.062500 Penalty: 4073.164795
	Iteration 2F: 3 clusters Score -380418.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -380604.937500 Penalty: 4073.164795
	Iteration 3F: 3 clusters Score -380604.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -380772.343750 Penalty: 4073.164795
	Iteration 4Q: 3 clusters Score -380772.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -380899.562500 Penalty: 4073.164795
	Iteration 5Q: 3 clusters Score -380899.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -381006.968750 Penalty: 4073.164795
	Iteration 6Q: 3 clusters Score -381007 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -381083.312500 Penalty: 4073.164795
	Iteration 7Q: 3 clusters Score -381083.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -381133.906250 Penalty: 4073.164795
	Iteration 8Q: 3 clusters Score -381133.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -381183.343750 Penalty: 4073.164795
	Iteration 9Q: 3 clusters Score -381183.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -381230.312500 Penalty: 4073.164795
	Iteration 10Q: 3 clusters Score -381230.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -381273.437500 Penalty: 4073.164795
	Iteration 11Q: 3 clusters Score -381273.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -381337.062500 Penalty: 4073.164795
	Iteration 12Q: 3 clusters Score -381337.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -381393.312500 Penalty: 4073.164795
	Iteration 13Q: 3 clusters Score -381393.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -381440.343750 Penalty: 4073.164795
	Iteration 14Q: 3 clusters Score -381440.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -381468.531250 Penalty: 4073.164795
	Iteration 15Q: 3 clusters Score -381468.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -381495.312500 Penalty: 4073.164795
	Iteration 16Q: 3 clusters Score -381495.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -381528.218750 Penalty: 4073.164795
	Iteration 17Q: 3 clusters Score -381528.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -381564.500000 Penalty: 4073.164795
	Iteration 18Q: 3 clusters Score -381564.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -381607.250000 Penalty: 4073.164795
	Iteration 19Q: 3 clusters Score -381607.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -381647.750000 Penalty: 4073.164795
	Iteration 20F: 3 clusters Score -381647.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -381704.656250 Penalty: 4073.164795
	Iteration 21Q: 3 clusters Score -381704.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -381751.625000 Penalty: 4073.164795
	Iteration 22Q: 3 clusters Score -381751.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -381797.031250 Penalty: 4073.164795
	Iteration 23Q: 3 clusters Score -381797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -381847.718750 Penalty: 4073.164795
	Iteration 24Q: 3 clusters Score -381847.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -381901.437500 Penalty: 4073.164795
	Iteration 25Q: 3 clusters Score -381901.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -381984.250000 Penalty: 4073.164795
	Iteration 26Q: 3 clusters Score -381984.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -382132.000000 Penalty: 4073.164795
	Iteration 27Q: 3 clusters Score -382132 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -382298.437500 Penalty: 4073.164795
	Iteration 28Q: 3 clusters Score -382298.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -382422.437500 Penalty: 4073.164795
	Iteration 29Q: 3 clusters Score -382422.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -382477.687500 Penalty: 4073.164795
	Iteration 30Q: 3 clusters Score -382477.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -382504.343750 Penalty: 4073.164795
	Iteration 31Q: 3 clusters Score -382504.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -382520.156250 Penalty: 4073.164795
	Iteration 32Q: 3 clusters Score -382520.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -382530.937500 Penalty: 4073.164795
	Iteration 33Q: 3 clusters Score -382530.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -382536.312500 Penalty: 4073.164795
	Iteration 34Q: 3 clusters Score -382536.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -382539.000000 Penalty: 4073.164795
	Iteration 35Q: 3 clusters Score -382539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -382542.781250 Penalty: 4073.164795
	Iteration 36Q: 3 clusters Score -382542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -382549.937500 Penalty: 4073.164795
	Iteration 37Q: 3 clusters Score -382549.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -382552.437500 Penalty: 4073.164795
	Iteration 38Q: 3 clusters Score -382552.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -382555.500000 Penalty: 4073.164795
	Iteration 39Q: 3 clusters Score -382555.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -382560.875000 Penalty: 4073.164795
	Iteration 40F: 3 clusters Score -382560.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -382565.406250 Penalty: 4073.164795
	Iteration 41Q: 3 clusters Score -382565.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -382572.531250 Penalty: 4073.164795
	Iteration 42Q: 3 clusters Score -382572.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -382582.312500 Penalty: 4073.164795
	Iteration 43Q: 3 clusters Score -382582.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -382597.500000 Penalty: 4073.164795
	Iteration 44Q: 3 clusters Score -382597.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -382613.906250 Penalty: 4073.164795
	Iteration 45Q: 3 clusters Score -382613.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -382626.375000 Penalty: 4073.164795
	Iteration 46Q: 3 clusters Score -382626.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -382633.593750 Penalty: 4073.164795
	Iteration 47Q: 3 clusters Score -382633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -382637.312500 Penalty: 4073.164795
	Iteration 48Q: 3 clusters Score -382637.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -382639.937500 Penalty: 4073.164795
	Iteration 49Q: 3 clusters Score -382639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -382640.031250 Penalty: 4073.164795
	Iteration 50Q: 3 clusters Score -382640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -382640.875000 Penalty: 4073.164795
	Iteration 51Q: 3 clusters Score -382640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -382640.687500 Penalty: 4073.164795
	Iteration 52Q: 3 clusters Score -382640.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -382640.687500 Penalty: 4073.164795
	Iteration 53F: 3 clusters Score -382640.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Entering Unmasked Estep 
Score: -1150345.500000 Penalty: 2276.763672
	Iteration 0F: 2 clusters Score -1150346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1142867.875000 Penalty: 4553.527344
	Iteration 0F: 3 clusters Score -1142868 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1145088.250000 Penalty: 4553.527344
	Iteration 1F: 3 clusters Score -1145088 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1145438.500000 Penalty: 4553.527344
	Iteration 2F: 3 clusters Score -1145438 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1145749.875000 Penalty: 4553.527344
	Iteration 3F: 3 clusters Score -1145750 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1146040.000000 Penalty: 4553.527344
	Iteration 4F: 3 clusters Score -1146040 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1146324.375000 Penalty: 4553.527344
	Iteration 5Q: 3 clusters Score -1146324 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1146604.000000 Penalty: 4553.527344
	Iteration 6Q: 3 clusters Score -1146604 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1146899.625000 Penalty: 4553.527344
	Iteration 7Q: 3 clusters Score -1146900 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1147230.750000 Penalty: 4553.527344
	Iteration 8Q: 3 clusters Score -1147231 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1147602.875000 Penalty: 4553.527344
	Iteration 9Q: 3 clusters Score -1147603 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1147939.875000 Penalty: 4553.527344
	Iteration 10Q: 3 clusters Score -1147940 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1148225.750000 Penalty: 4553.527344
	Iteration 11Q: 3 clusters Score -1148226 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1148442.750000 Penalty: 4553.527344
	Iteration 12Q: 3 clusters Score -1148443 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1148586.750000 Penalty: 4553.527344
	Iteration 13Q: 3 clusters Score -1148587 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1148694.625000 Penalty: 4553.527344
	Iteration 14Q: 3 clusters Score -1148695 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1148779.375000 Penalty: 4553.527344
	Iteration 15Q: 3 clusters Score -1148779 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1148845.000000 Penalty: 4553.527344
	Iteration 16Q: 3 clusters Score -1148845 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1148887.625000 Penalty: 4553.527344
	Iteration 17Q: 3 clusters Score -1148888 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1148924.625000 Penalty: 4553.527344
	Iteration 18Q: 3 clusters Score -1148925 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1148948.000000 Penalty: 4553.527344
	Iteration 19Q: 3 clusters Score -1148948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1148961.625000 Penalty: 4553.527344
	Iteration 20F: 3 clusters Score -1148962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1148967.500000 Penalty: 4553.527344
	Iteration 21Q: 3 clusters Score -1148968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1148971.875000 Penalty: 4553.527344
	Iteration 22Q: 3 clusters Score -1148972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1148974.375000 Penalty: 4553.527344
	Iteration 23Q: 3 clusters Score -1148974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1148981.000000 Penalty: 4553.527344
	Iteration 24Q: 3 clusters Score -1148981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1148981.125000 Penalty: 4553.527344
	Iteration 25Q: 3 clusters Score -1148981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1148984.375000 Penalty: 4553.527344
	Iteration 26Q: 3 clusters Score -1148984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1148982.750000 Penalty: 4553.527344
	Iteration 27Q: 3 clusters Score -1148983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1148983.750000 Penalty: 4553.527344
	Iteration 28Q: 3 clusters Score -1148984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1148985.000000 Penalty: 4553.527344
	Iteration 29Q: 3 clusters Score -1148985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1148987.375000 Penalty: 4553.527344
	Iteration 30Q: 3 clusters Score -1148987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1148987.500000 Penalty: 4553.527344
	Iteration 31Q: 3 clusters Score -1148988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1148985.125000 Penalty: 4553.527344
	Iteration 32Q: 3 clusters Score -1148985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1148989.125000 Penalty: 4553.527344
	Iteration 33Q: 3 clusters Score -1148989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1148990.250000 Penalty: 4553.527344
	Iteration 34Q: 3 clusters Score -1148990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1148988.625000 Penalty: 4553.527344
	Iteration 35Q: 3 clusters Score -1148989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1148988.625000 Penalty: 4553.527344
	Iteration 36F: 3 clusters Score -1148989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -171552.250000 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -171552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -169319.562500 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -169319.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -169674.562500 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -169674.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -169782.546875 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -169782.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -169822.406250 Penalty: 3607.454102
	Iteration 3Q: 3 clusters Score -169822.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -169841.046875 Penalty: 3607.454102
	Iteration 4Q: 3 clusters Score -169841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -169854.812500 Penalty: 3607.454102
	Iteration 5Q: 3 clusters Score -169854.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -169867.734375 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -169867.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -169881.390625 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -169881.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -169894.671875 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -169894.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -169909.109375 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -169909.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -169917.343750 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -169917.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -169924.359375 Penalty: 3607.454102
	Iteration 11Q: 3 clusters Score -169924.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -169931.875000 Penalty: 3607.454102
	Iteration 12Q: 3 clusters Score -169931.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -169943.796875 Penalty: 3607.454102
	Iteration 13Q: 3 clusters Score -169943.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -169956.593750 Penalty: 3607.454102
	Iteration 14Q: 3 clusters Score -169956.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -169969.296875 Penalty: 3607.454102
	Iteration 15Q: 3 clusters Score -169969.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -169976.109375 Penalty: 3607.454102
	Iteration 16Q: 3 clusters Score -169976.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -169986.093750 Penalty: 3607.454102
	Iteration 17Q: 3 clusters Score -169986.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -169995.421875 Penalty: 3607.454102
	Iteration 18Q: 3 clusters Score -169995.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -170004.281250 Penalty: 3607.454102
	Iteration 19Q: 3 clusters Score -170004.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -170016.046875 Penalty: 3607.454102
	Iteration 20F: 3 clusters Score -170016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -170022.937500 Penalty: 3607.454102
	Iteration 21Q: 3 clusters Score -170022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -170025.578125 Penalty: 3607.454102
	Iteration 22Q: 3 clusters Score -170025.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -170026.046875 Penalty: 3607.454102
	Iteration 23Q: 3 clusters Score -170026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -170027.062500 Penalty: 3607.454102
	Iteration 24Q: 3 clusters Score -170027.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -170027.062500 Penalty: 3607.454102
	Iteration 25F: 3 clusters Score -170027.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -272631.187500 Penalty: 1922.685669
	Iteration 0F: 2 clusters Score -272631.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -269800.625000 Penalty: 3845.371338
	Iteration 0F: 3 clusters Score -269800.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -270354.437500 Penalty: 3845.371338
	Iteration 1F: 3 clusters Score -270354.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -270508.625000 Penalty: 3845.371338
	Iteration 2F: 3 clusters Score -270508.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -270602.562500 Penalty: 3845.371338
	Iteration 3Q: 3 clusters Score -270602.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -270672.656250 Penalty: 3845.371338
	Iteration 4Q: 3 clusters Score -270672.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -270749.062500 Penalty: 3845.371338
	Iteration 5Q: 3 clusters Score -270749.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -270818.625000 Penalty: 3845.371338
	Iteration 6Q: 3 clusters Score -270818.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -270878.906250 Penalty: 3845.371338
	Iteration 7Q: 3 clusters Score -270878.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -270942.593750 Penalty: 3845.371338
	Iteration 8Q: 3 clusters Score -270942.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -271006.562500 Penalty: 3845.371338
	Iteration 9Q: 3 clusters Score -271006.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -271041.375000 Penalty: 3845.371338
	Iteration 10Q: 3 clusters Score -271041.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -271076.250000 Penalty: 3845.371338
	Iteration 11Q: 3 clusters Score -271076.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -271117.187500 Penalty: 3845.371338
	Iteration 12Q: 3 clusters Score -271117.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -271169.406250 Penalty: 3845.371338
	Iteration 13Q: 3 clusters Score -271169.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -271231.093750 Penalty: 3845.371338
	Iteration 14Q: 3 clusters Score -271231.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -271271.718750 Penalty: 3845.371338
	Iteration 15Q: 3 clusters Score -271271.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -271296.031250 Penalty: 3845.371338
	Iteration 16Q: 3 clusters Score -271296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -271315.343750 Penalty: 3845.371338
	Iteration 17Q: 3 clusters Score -271315.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -271343.156250 Penalty: 3845.371338
	Iteration 18Q: 3 clusters Score -271343.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -271364.281250 Penalty: 3845.371338
	Iteration 19Q: 3 clusters Score -271364.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -271385.593750 Penalty: 3845.371338
	Iteration 20F: 3 clusters Score -271385.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -271410.718750 Penalty: 3845.371338
	Iteration 21Q: 3 clusters Score -271410.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -271434.812500 Penalty: 3845.371338
	Iteration 22Q: 3 clusters Score -271434.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -271456.718750 Penalty: 3845.371338
	Iteration 23Q: 3 clusters Score -271456.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -271480.812500 Penalty: 3845.371338
	Iteration 24Q: 3 clusters Score -271480.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -271494.937500 Penalty: 3845.371338
	Iteration 25Q: 3 clusters Score -271494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -271498.781250 Penalty: 3845.371338
	Iteration 26Q: 3 clusters Score -271498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -271502.218750 Penalty: 3845.371338
	Iteration 27Q: 3 clusters Score -271502.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -271507.187500 Penalty: 3845.371338
	Iteration 28Q: 3 clusters Score -271507.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -271516.781250 Penalty: 3845.371338
	Iteration 29Q: 3 clusters Score -271516.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -271525.250000 Penalty: 3845.371338
	Iteration 30Q: 3 clusters Score -271525.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -271528.125000 Penalty: 3845.371338
	Iteration 31Q: 3 clusters Score -271528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -271528.875000 Penalty: 3845.371338
	Iteration 32Q: 3 clusters Score -271528.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -271529.593750 Penalty: 3845.371338
	Iteration 33Q: 3 clusters Score -271529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -271530.093750 Penalty: 3845.371338
	Iteration 34Q: 3 clusters Score -271530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -271530.531250 Penalty: 3845.371338
	Iteration 35Q: 3 clusters Score -271530.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -271530.531250 Penalty: 3845.371338
	Iteration 36F: 3 clusters Score -271530.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -100870.351562 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -100870.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -99239.765625 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -99239.77 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99603.898438 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -99603.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -99802.250000 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -99802.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -99996.328125 Penalty: 3228.349365
	Iteration 3F: 3 clusters Score -99996.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -100268.757812 Penalty: 3228.349365
	Iteration 4F: 3 clusters Score -100268.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -100651.109375 Penalty: 3228.349365
	Iteration 5F: 3 clusters Score -100651.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -100917.921875 Penalty: 3228.349365
	Iteration 6F: 3 clusters Score -100917.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -101221.117188 Penalty: 3228.349365
	Iteration 7F: 3 clusters Score -101221.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -101496.804688 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -101496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -101576.773438 Penalty: 3228.349365
	Iteration 9Q: 3 clusters Score -101576.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -101602.867188 Penalty: 3228.349365
	Iteration 10Q: 3 clusters Score -101602.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101619.882812 Penalty: 3228.349365
	Iteration 11Q: 3 clusters Score -101619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -101641.054688 Penalty: 3228.349365
	Iteration 12Q: 3 clusters Score -101641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -101658.078125 Penalty: 3228.349365
	Iteration 13Q: 3 clusters Score -101658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -101670.679688 Penalty: 3228.349365
	Iteration 14Q: 3 clusters Score -101670.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -101670.679688 Penalty: 3228.349365
	Iteration 15F: 3 clusters Score -101670.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 234027 members 
Mstep: Class 3 contains 90786 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 19003 members 
Mstep: Class 6 contains 77850 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 95518 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 135438 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 98191 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21834 members 
Mstep: Class 26 contains 6689 members 
Mstep: Class 27 contains 2447 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 10398 members 
Mstep: Class 31 contains 39069 members 
Mstep: Class 32 contains 17250 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13589 members 
Mstep: Class 35 contains 21763 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2328 members 
Mstep: Class 41 contains 381 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31600 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4418 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6645 members 
Mstep: Class 51 contains 2213 members 
Mstep: Class 52 contains 16425 members 
Mstep: Class 53 contains 2431 members 
Mstep: Class 54 contains 8696 members 
Mstep: Class 55 contains 10604 members 
Mstep: Class 56 contains 11023 members 
Mstep: Class 57 contains 40358 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5789 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15849 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 5783 members 
Mstep: Class 67 contains 10992 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 626 members 
Mstep: Class 72 contains 2332 members 
Mstep: Class 73 contains 2261 members 
Mstep: Class 74 contains 3384 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 12992 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5239 members 
Mstep: Class 79 contains 290 members 
Entering Unmasked Estep 
Score: -154528784.000000 Penalty: 276011.125000
Splitting cluster 41 changes total score from -154528896.000000 to -154528784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (3463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Entering Unmasked Estep 
Score: -403626.687500 Penalty: 2021.172974
	Iteration 0F: 2 clusters Score -403626.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -400048.625000 Penalty: 4042.345947
	Iteration 0F: 3 clusters Score -400048.6 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -400850.031250 Penalty: 4042.345947
	Iteration 1F: 3 clusters Score -400850 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -401031.468750 Penalty: 4042.345947
	Iteration 2F: 3 clusters Score -401031.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -401127.906250 Penalty: 4042.345947
	Iteration 3Q: 3 clusters Score -401127.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -401197.906250 Penalty: 4042.345947
	Iteration 4Q: 3 clusters Score -401197.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -401270.437500 Penalty: 4042.345947
	Iteration 5Q: 3 clusters Score -401270.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -401341.875000 Penalty: 4042.345947
	Iteration 6Q: 3 clusters Score -401341.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -401394.593750 Penalty: 4042.345947
	Iteration 7Q: 3 clusters Score -401394.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -401451.031250 Penalty: 4042.345947
	Iteration 8Q: 3 clusters Score -401451 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -401503.875000 Penalty: 4042.345947
	Iteration 9Q: 3 clusters Score -401503.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -401569.593750 Penalty: 4042.345947
	Iteration 10Q: 3 clusters Score -401569.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -401642.437500 Penalty: 4042.345947
	Iteration 11Q: 3 clusters Score -401642.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -401732.281250 Penalty: 4042.345947
	Iteration 12Q: 3 clusters Score -401732.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -401832.718750 Penalty: 4042.345947
	Iteration 13Q: 3 clusters Score -401832.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -401895.125000 Penalty: 4042.345947
	Iteration 14Q: 3 clusters Score -401895.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -401946.875000 Penalty: 4042.345947
	Iteration 15Q: 3 clusters Score -401946.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -401990.062500 Penalty: 4042.345947
	Iteration 16Q: 3 clusters Score -401990.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -402027.031250 Penalty: 4042.345947
	Iteration 17Q: 3 clusters Score -402027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -402051.375000 Penalty: 4042.345947
	Iteration 18Q: 3 clusters Score -402051.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -402074.218750 Penalty: 4042.345947
	Iteration 19Q: 3 clusters Score -402074.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -402095.968750 Penalty: 4042.345947
	Iteration 20F: 3 clusters Score -402096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -402113.812500 Penalty: 4042.345947
	Iteration 21Q: 3 clusters Score -402113.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -402132.468750 Penalty: 4042.345947
	Iteration 22Q: 3 clusters Score -402132.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -402145.750000 Penalty: 4042.345947
	Iteration 23Q: 3 clusters Score -402145.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -402154.593750 Penalty: 4042.345947
	Iteration 24Q: 3 clusters Score -402154.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -402159.500000 Penalty: 4042.345947
	Iteration 25Q: 3 clusters Score -402159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -402162.062500 Penalty: 4042.345947
	Iteration 26Q: 3 clusters Score -402162.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -402163.062500 Penalty: 4042.345947
	Iteration 27Q: 3 clusters Score -402163.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -402164.906250 Penalty: 4042.345947
	Iteration 28Q: 3 clusters Score -402164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -402166.218750 Penalty: 4042.345947
	Iteration 29Q: 3 clusters Score -402166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -402166.937500 Penalty: 4042.345947
	Iteration 30Q: 3 clusters Score -402166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -402166.937500 Penalty: 4042.345947
	Iteration 31Q: 3 clusters Score -402166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -402167.875000 Penalty: 4042.345947
	Iteration 32Q: 3 clusters Score -402167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -402167.812500 Penalty: 4042.345947
	Iteration 33Q: 3 clusters Score -402167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -402168.375000 Penalty: 4042.345947
	Iteration 34Q: 3 clusters Score -402168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -402168.718750 Penalty: 4042.345947
	Iteration 35Q: 3 clusters Score -402168.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -402168.875000 Penalty: 4042.345947
	Iteration 36Q: 3 clusters Score -402168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -402168.875000 Penalty: 4042.345947
	Iteration 37F: 3 clusters Score -402168.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -273514.031250 Penalty: 1917.953491
	Iteration 0F: 2 clusters Score -273514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -270704.625000 Penalty: 3835.906982
	Iteration 0F: 3 clusters Score -270704.6 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -271220.843750 Penalty: 3835.906982
	Iteration 1F: 3 clusters Score -271220.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -271351.500000 Penalty: 3835.906982
	Iteration 2F: 3 clusters Score -271351.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -271398.156250 Penalty: 3835.906982
	Iteration 3Q: 3 clusters Score -271398.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -271426.437500 Penalty: 3835.906982
	Iteration 4Q: 3 clusters Score -271426.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -271456.062500 Penalty: 3835.906982
	Iteration 5Q: 3 clusters Score -271456.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -271476.281250 Penalty: 3835.906982
	Iteration 6Q: 3 clusters Score -271476.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -271491.562500 Penalty: 3835.906982
	Iteration 7Q: 3 clusters Score -271491.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -271510.968750 Penalty: 3835.906982
	Iteration 8Q: 3 clusters Score -271511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -271530.281250 Penalty: 3835.906982
	Iteration 9Q: 3 clusters Score -271530.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -271548.875000 Penalty: 3835.906982
	Iteration 10Q: 3 clusters Score -271548.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -271557.781250 Penalty: 3835.906982
	Iteration 11Q: 3 clusters Score -271557.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -271564.468750 Penalty: 3835.906982
	Iteration 12Q: 3 clusters Score -271564.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -271571.906250 Penalty: 3835.906982
	Iteration 13Q: 3 clusters Score -271571.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -271581.625000 Penalty: 3835.906982
	Iteration 14Q: 3 clusters Score -271581.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -271589.593750 Penalty: 3835.906982
	Iteration 15Q: 3 clusters Score -271589.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -271595.593750 Penalty: 3835.906982
	Iteration 16Q: 3 clusters Score -271595.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -271605.281250 Penalty: 3835.906982
	Iteration 17Q: 3 clusters Score -271605.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -271612.937500 Penalty: 3835.906982
	Iteration 18Q: 3 clusters Score -271612.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -271617.781250 Penalty: 3835.906982
	Iteration 19Q: 3 clusters Score -271617.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -271620.625000 Penalty: 3835.906982
	Iteration 20F: 3 clusters Score -271620.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -271624.750000 Penalty: 3835.906982
	Iteration 21Q: 3 clusters Score -271624.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -271629.781250 Penalty: 3835.906982
	Iteration 22Q: 3 clusters Score -271629.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -271633.000000 Penalty: 3835.906982
	Iteration 23Q: 3 clusters Score -271633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -271638.250000 Penalty: 3835.906982
	Iteration 24Q: 3 clusters Score -271638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -271642.843750 Penalty: 3835.906982
	Iteration 25Q: 3 clusters Score -271642.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -271650.625000 Penalty: 3835.906982
	Iteration 26Q: 3 clusters Score -271650.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -271656.750000 Penalty: 3835.906982
	Iteration 27Q: 3 clusters Score -271656.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -271664.218750 Penalty: 3835.906982
	Iteration 28Q: 3 clusters Score -271664.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -271669.875000 Penalty: 3835.906982
	Iteration 29Q: 3 clusters Score -271669.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -271676.000000 Penalty: 3835.906982
	Iteration 30Q: 3 clusters Score -271676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -271682.218750 Penalty: 3835.906982
	Iteration 31Q: 3 clusters Score -271682.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -271691.906250 Penalty: 3835.906982
	Iteration 32Q: 3 clusters Score -271691.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -271700.968750 Penalty: 3835.906982
	Iteration 33Q: 3 clusters Score -271701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -271704.968750 Penalty: 3835.906982
	Iteration 34Q: 3 clusters Score -271705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -271708.093750 Penalty: 3835.906982
	Iteration 35Q: 3 clusters Score -271708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -271711.125000 Penalty: 3835.906982
	Iteration 36Q: 3 clusters Score -271711.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -271721.343750 Penalty: 3835.906982
	Iteration 37Q: 3 clusters Score -271721.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -271729.312500 Penalty: 3835.906982
	Iteration 38Q: 3 clusters Score -271729.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -271741.125000 Penalty: 3835.906982
	Iteration 39Q: 3 clusters Score -271741.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -271746.718750 Penalty: 3835.906982
	Iteration 40F: 3 clusters Score -271746.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -271752.093750 Penalty: 3835.906982
	Iteration 41Q: 3 clusters Score -271752.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -271755.156250 Penalty: 3835.906982
	Iteration 42Q: 3 clusters Score -271755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -271758.406250 Penalty: 3835.906982
	Iteration 43Q: 3 clusters Score -271758.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -271765.906250 Penalty: 3835.906982
	Iteration 44Q: 3 clusters Score -271765.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -271773.312500 Penalty: 3835.906982
	Iteration 45Q: 3 clusters Score -271773.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -271780.906250 Penalty: 3835.906982
	Iteration 46Q: 3 clusters Score -271780.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -271794.000000 Penalty: 3835.906982
	Iteration 47Q: 3 clusters Score -271794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -271806.000000 Penalty: 3835.906982
	Iteration 48Q: 3 clusters Score -271806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -271814.843750 Penalty: 3835.906982
	Iteration 49Q: 3 clusters Score -271814.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -271825.281250 Penalty: 3835.906982
	Iteration 50Q: 3 clusters Score -271825.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -271834.843750 Penalty: 3835.906982
	Iteration 51Q: 3 clusters Score -271834.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -271842.875000 Penalty: 3835.906982
	Iteration 52Q: 3 clusters Score -271842.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -271850.187500 Penalty: 3835.906982
	Iteration 53Q: 3 clusters Score -271850.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -271859.031250 Penalty: 3835.906982
	Iteration 54Q: 3 clusters Score -271859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -271867.000000 Penalty: 3835.906982
	Iteration 55Q: 3 clusters Score -271867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -271872.843750 Penalty: 3835.906982
	Iteration 56Q: 3 clusters Score -271872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -271875.875000 Penalty: 3835.906982
	Iteration 57Q: 3 clusters Score -271875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -271879.187500 Penalty: 3835.906982
	Iteration 58Q: 3 clusters Score -271879.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -271881.656250 Penalty: 3835.906982
	Iteration 59Q: 3 clusters Score -271881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -271883.906250 Penalty: 3835.906982
	Iteration 60F: 3 clusters Score -271883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -271886.000000 Penalty: 3835.906982
	Iteration 61Q: 3 clusters Score -271886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -271886.531250 Penalty: 3835.906982
	Iteration 62Q: 3 clusters Score -271886.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -271886.468750 Penalty: 3835.906982
	Iteration 63Q: 3 clusters Score -271886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -271886.468750 Penalty: 3835.906982
	Iteration 64F: 3 clusters Score -271886.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (31600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Entering Unmasked Estep 
Score: -3939447.750000 Penalty: 2569.506348
	Iteration 0F: 2 clusters Score -3939448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3917817.500000 Penalty: 5139.012695
	Iteration 0F: 3 clusters Score -3917818 nChanged 14268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3925559.000000 Penalty: 5139.012695
	Iteration 1F: 3 clusters Score -3925559 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3926213.000000 Penalty: 5139.012695
	Iteration 2Q: 3 clusters Score -3926213 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3927023.500000 Penalty: 5139.012695
	Iteration 3Q: 3 clusters Score -3927024 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3928432.500000 Penalty: 5139.012695
	Iteration 4F: 3 clusters Score -3928432 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3930352.250000 Penalty: 5139.012695
	Iteration 5F: 3 clusters Score -3930352 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3932400.250000 Penalty: 5139.012695
	Iteration 6F: 3 clusters Score -3932400 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3933913.500000 Penalty: 5139.012695
	Iteration 7F: 3 clusters Score -3933914 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3934736.500000 Penalty: 5139.012695
	Iteration 8F: 3 clusters Score -3934736 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3935161.000000 Penalty: 5139.012695
	Iteration 9Q: 3 clusters Score -3935161 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3935393.500000 Penalty: 5139.012695
	Iteration 10Q: 3 clusters Score -3935394 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3935571.750000 Penalty: 5139.012695
	Iteration 11Q: 3 clusters Score -3935572 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3935754.750000 Penalty: 5139.012695
	Iteration 12Q: 3 clusters Score -3935755 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -3935937.750000 Penalty: 5139.012695
	Iteration 13Q: 3 clusters Score -3935938 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -3936105.000000 Penalty: 5139.012695
	Iteration 14Q: 3 clusters Score -3936105 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3936298.250000 Penalty: 5139.012695
	Iteration 15Q: 3 clusters Score -3936298 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3936470.500000 Penalty: 5139.012695
	Iteration 16Q: 3 clusters Score -3936470 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -3936690.000000 Penalty: 5139.012695
	Iteration 17Q: 3 clusters Score -3936690 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -3936869.500000 Penalty: 5139.012695
	Iteration 18Q: 3 clusters Score -3936870 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3937051.250000 Penalty: 5139.012695
	Iteration 19Q: 3 clusters Score -3937051 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3937201.500000 Penalty: 5139.012695
	Iteration 20F: 3 clusters Score -3937202 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -3937348.250000 Penalty: 5139.012695
	Iteration 21Q: 3 clusters Score -3937348 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3937456.500000 Penalty: 5139.012695
	Iteration 22Q: 3 clusters Score -3937456 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3937574.250000 Penalty: 5139.012695
	Iteration 23Q: 3 clusters Score -3937574 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3937652.000000 Penalty: 5139.012695
	Iteration 24Q: 3 clusters Score -3937652 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3937737.500000 Penalty: 5139.012695
	Iteration 25Q: 3 clusters Score -3937738 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3937846.000000 Penalty: 5139.012695
	Iteration 26Q: 3 clusters Score -3937846 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3937942.500000 Penalty: 5139.012695
	Iteration 27Q: 3 clusters Score -3937942 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3937998.750000 Penalty: 5139.012695
	Iteration 28Q: 3 clusters Score -3937999 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3938041.000000 Penalty: 5139.012695
	Iteration 29Q: 3 clusters Score -3938041 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3938085.750000 Penalty: 5139.012695
	Iteration 30Q: 3 clusters Score -3938086 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3938108.250000 Penalty: 5139.012695
	Iteration 31Q: 3 clusters Score -3938108 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3938114.750000 Penalty: 5139.012695
	Iteration 32Q: 3 clusters Score -3938115 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3938136.750000 Penalty: 5139.012695
	Iteration 33Q: 3 clusters Score -3938137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3938134.750000 Penalty: 5139.012695
	Iteration 34Q: 3 clusters Score -3938135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3938143.250000 Penalty: 5139.012695
	Iteration 35Q: 3 clusters Score -3938143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3938141.500000 Penalty: 5139.012695
	Iteration 36Q: 3 clusters Score -3938142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3938144.250000 Penalty: 5139.012695
	Iteration 37Q: 3 clusters Score -3938144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3938148.500000 Penalty: 5139.012695
	Iteration 38Q: 3 clusters Score -3938148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3938147.000000 Penalty: 5139.012695
	Iteration 39Q: 3 clusters Score -3938147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3938153.250000 Penalty: 5139.012695
	Iteration 40F: 3 clusters Score -3938153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3938160.000000 Penalty: 5139.012695
	Iteration 41Q: 3 clusters Score -3938160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3938163.500000 Penalty: 5139.012695
	Iteration 42Q: 3 clusters Score -3938164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3938163.000000 Penalty: 5139.012695
	Iteration 43Q: 3 clusters Score -3938163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3938162.250000 Penalty: 5139.012695
	Iteration 44Q: 3 clusters Score -3938162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3938158.250000 Penalty: 5139.012695
	Iteration 45Q: 3 clusters Score -3938158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3938155.250000 Penalty: 5139.012695
	Iteration 46Q: 3 clusters Score -3938155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3938160.000000 Penalty: 5139.012695
	Iteration 47Q: 3 clusters Score -3938160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3938160.750000 Penalty: 5139.012695
	Iteration 48Q: 3 clusters Score -3938161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3938161.750000 Penalty: 5139.012695
	Iteration 49Q: 3 clusters Score -3938162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3938164.250000 Penalty: 5139.012695
	Iteration 50Q: 3 clusters Score -3938164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3938164.250000 Penalty: 5139.012695
	Iteration 51F: 3 clusters Score -3938164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -298266.093750 Penalty: 1942.437866
	Iteration 0F: 2 clusters Score -298266.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -295288.375000 Penalty: 3884.875732
	Iteration 0F: 3 clusters Score -295288.4 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -295880.437500 Penalty: 3884.875732
	Iteration 1F: 3 clusters Score -295880.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -296043.375000 Penalty: 3884.875732
	Iteration 2F: 3 clusters Score -296043.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -296151.093750 Penalty: 3884.875732
	Iteration 3F: 3 clusters Score -296151.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -296231.281250 Penalty: 3884.875732
	Iteration 4Q: 3 clusters Score -296231.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -296298.687500 Penalty: 3884.875732
	Iteration 5Q: 3 clusters Score -296298.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -296349.937500 Penalty: 3884.875732
	Iteration 6Q: 3 clusters Score -296349.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -296392.281250 Penalty: 3884.875732
	Iteration 7Q: 3 clusters Score -296392.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -296431.781250 Penalty: 3884.875732
	Iteration 8Q: 3 clusters Score -296431.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -296471.343750 Penalty: 3884.875732
	Iteration 9Q: 3 clusters Score -296471.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -296512.750000 Penalty: 3884.875732
	Iteration 10Q: 3 clusters Score -296512.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -296545.625000 Penalty: 3884.875732
	Iteration 11Q: 3 clusters Score -296545.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -296579.437500 Penalty: 3884.875732
	Iteration 12Q: 3 clusters Score -296579.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296624.562500 Penalty: 3884.875732
	Iteration 13Q: 3 clusters Score -296624.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -296692.812500 Penalty: 3884.875732
	Iteration 14Q: 3 clusters Score -296692.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -296759.031250 Penalty: 3884.875732
	Iteration 15Q: 3 clusters Score -296759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -296841.218750 Penalty: 3884.875732
	Iteration 16Q: 3 clusters Score -296841.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -296919.187500 Penalty: 3884.875732
	Iteration 17Q: 3 clusters Score -296919.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -296980.656250 Penalty: 3884.875732
	Iteration 18Q: 3 clusters Score -296980.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -297025.000000 Penalty: 3884.875732
	Iteration 19Q: 3 clusters Score -297025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -297054.093750 Penalty: 3884.875732
	Iteration 20F: 3 clusters Score -297054.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -297073.437500 Penalty: 3884.875732
	Iteration 21Q: 3 clusters Score -297073.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -297088.968750 Penalty: 3884.875732
	Iteration 22Q: 3 clusters Score -297089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -297103.593750 Penalty: 3884.875732
	Iteration 23Q: 3 clusters Score -297103.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -297124.250000 Penalty: 3884.875732
	Iteration 24Q: 3 clusters Score -297124.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -297134.468750 Penalty: 3884.875732
	Iteration 25Q: 3 clusters Score -297134.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -297144.656250 Penalty: 3884.875732
	Iteration 26Q: 3 clusters Score -297144.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -297155.125000 Penalty: 3884.875732
	Iteration 27Q: 3 clusters Score -297155.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -297158.125000 Penalty: 3884.875732
	Iteration 28Q: 3 clusters Score -297158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -297162.343750 Penalty: 3884.875732
	Iteration 29Q: 3 clusters Score -297162.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -297167.031250 Penalty: 3884.875732
	Iteration 30Q: 3 clusters Score -297167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -297169.375000 Penalty: 3884.875732
	Iteration 31Q: 3 clusters Score -297169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -297169.500000 Penalty: 3884.875732
	Iteration 32Q: 3 clusters Score -297169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -297171.156250 Penalty: 3884.875732
	Iteration 33Q: 3 clusters Score -297171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -297171.750000 Penalty: 3884.875732
	Iteration 34Q: 3 clusters Score -297171.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -297171.875000 Penalty: 3884.875732
	Iteration 35Q: 3 clusters Score -297171.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -297171.875000 Penalty: 3884.875732
	Iteration 36F: 3 clusters Score -297171.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -256489.750000 Penalty: 1891.630981
	Iteration 0F: 2 clusters Score -256489.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -253802.609375 Penalty: 3783.261963
	Iteration 0F: 3 clusters Score -253802.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -254227.437500 Penalty: 3783.261963
	Iteration 1F: 3 clusters Score -254227.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -254354.546875 Penalty: 3783.261963
	Iteration 2F: 3 clusters Score -254354.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -254431.875000 Penalty: 3783.261963
	Iteration 3Q: 3 clusters Score -254431.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -254495.015625 Penalty: 3783.261963
	Iteration 4Q: 3 clusters Score -254495 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -254542.718750 Penalty: 3783.261963
	Iteration 5Q: 3 clusters Score -254542.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -254564.468750 Penalty: 3783.261963
	Iteration 6Q: 3 clusters Score -254564.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -254576.078125 Penalty: 3783.261963
	Iteration 7Q: 3 clusters Score -254576.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -254586.718750 Penalty: 3783.261963
	Iteration 8Q: 3 clusters Score -254586.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -254592.453125 Penalty: 3783.261963
	Iteration 9Q: 3 clusters Score -254592.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -254594.468750 Penalty: 3783.261963
	Iteration 10Q: 3 clusters Score -254594.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -254596.765625 Penalty: 3783.261963
	Iteration 11Q: 3 clusters Score -254596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -254598.968750 Penalty: 3783.261963
	Iteration 12Q: 3 clusters Score -254599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -254599.812500 Penalty: 3783.261963
	Iteration 13Q: 3 clusters Score -254599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -254600.718750 Penalty: 3783.261963
	Iteration 14Q: 3 clusters Score -254600.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -254602.265625 Penalty: 3783.261963
	Iteration 15Q: 3 clusters Score -254602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -254602.953125 Penalty: 3783.261963
	Iteration 16Q: 3 clusters Score -254603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -254603.546875 Penalty: 3783.261963
	Iteration 17Q: 3 clusters Score -254603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -254604.031250 Penalty: 3783.261963
	Iteration 18Q: 3 clusters Score -254604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -254605.000000 Penalty: 3783.261963
	Iteration 19Q: 3 clusters Score -254605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -254606.593750 Penalty: 3783.261963
	Iteration 20F: 3 clusters Score -254606.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -254607.500000 Penalty: 3783.261963
	Iteration 21Q: 3 clusters Score -254607.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -254610.531250 Penalty: 3783.261963
	Iteration 22Q: 3 clusters Score -254610.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -254614.234375 Penalty: 3783.261963
	Iteration 23Q: 3 clusters Score -254614.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -254617.031250 Penalty: 3783.261963
	Iteration 24Q: 3 clusters Score -254617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -254621.859375 Penalty: 3783.261963
	Iteration 25Q: 3 clusters Score -254621.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -254625.046875 Penalty: 3783.261963
	Iteration 26Q: 3 clusters Score -254625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -254627.625000 Penalty: 3783.261963
	Iteration 27Q: 3 clusters Score -254627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -254628.421875 Penalty: 3783.261963
	Iteration 28Q: 3 clusters Score -254628.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -254630.531250 Penalty: 3783.261963
	Iteration 29Q: 3 clusters Score -254630.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -254632.390625 Penalty: 3783.261963
	Iteration 30Q: 3 clusters Score -254632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -254633.234375 Penalty: 3783.261963
	Iteration 31Q: 3 clusters Score -254633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -254636.312500 Penalty: 3783.261963
	Iteration 32Q: 3 clusters Score -254636.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -254638.687500 Penalty: 3783.261963
	Iteration 33Q: 3 clusters Score -254638.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -254640.265625 Penalty: 3783.261963
	Iteration 34Q: 3 clusters Score -254640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -254642.000000 Penalty: 3783.261963
	Iteration 35Q: 3 clusters Score -254642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -254645.109375 Penalty: 3783.261963
	Iteration 36Q: 3 clusters Score -254645.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -254647.046875 Penalty: 3783.261963
	Iteration 37Q: 3 clusters Score -254647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -254648.171875 Penalty: 3783.261963
	Iteration 38Q: 3 clusters Score -254648.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -254648.171875 Penalty: 3783.261963
	Iteration 39F: 3 clusters Score -254648.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -262946.937500 Penalty: 1913.461182
	Iteration 0F: 2 clusters Score -262946.9 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 1101 members 
Entering Unmasked Estep 
Score: -260156.718750 Penalty: 3826.922363
	Iteration 0F: 3 clusters Score -260156.7 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -260716.812500 Penalty: 3826.922363
	Iteration 1F: 3 clusters Score -260716.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -260867.375000 Penalty: 3826.922363
	Iteration 2F: 3 clusters Score -260867.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -260964.875000 Penalty: 3826.922363
	Iteration 3Q: 3 clusters Score -260964.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -261045.937500 Penalty: 3826.922363
	Iteration 4Q: 3 clusters Score -261045.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -261110.968750 Penalty: 3826.922363
	Iteration 5Q: 3 clusters Score -261111 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -261171.390625 Penalty: 3826.922363
	Iteration 6Q: 3 clusters Score -261171.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -261237.937500 Penalty: 3826.922363
	Iteration 7Q: 3 clusters Score -261237.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -261303.843750 Penalty: 3826.922363
	Iteration 8Q: 3 clusters Score -261303.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -261363.500000 Penalty: 3826.922363
	Iteration 9Q: 3 clusters Score -261363.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -261420.890625 Penalty: 3826.922363
	Iteration 10Q: 3 clusters Score -261420.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -261471.937500 Penalty: 3826.922363
	Iteration 11Q: 3 clusters Score -261471.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -261512.187500 Penalty: 3826.922363
	Iteration 12Q: 3 clusters Score -261512.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -261553.593750 Penalty: 3826.922363
	Iteration 13Q: 3 clusters Score -261553.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -261575.656250 Penalty: 3826.922363
	Iteration 14Q: 3 clusters Score -261575.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -261597.218750 Penalty: 3826.922363
	Iteration 15Q: 3 clusters Score -261597.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -261634.140625 Penalty: 3826.922363
	Iteration 16Q: 3 clusters Score -261634.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -261683.031250 Penalty: 3826.922363
	Iteration 17Q: 3 clusters Score -261683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -261721.921875 Penalty: 3826.922363
	Iteration 18Q: 3 clusters Score -261721.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -261750.734375 Penalty: 3826.922363
	Iteration 19Q: 3 clusters Score -261750.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -261781.765625 Penalty: 3826.922363
	Iteration 20F: 3 clusters Score -261781.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -261808.359375 Penalty: 3826.922363
	Iteration 21Q: 3 clusters Score -261808.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -261826.546875 Penalty: 3826.922363
	Iteration 22Q: 3 clusters Score -261826.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -261839.046875 Penalty: 3826.922363
	Iteration 23Q: 3 clusters Score -261839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -261842.125000 Penalty: 3826.922363
	Iteration 24Q: 3 clusters Score -261842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -261843.125000 Penalty: 3826.922363
	Iteration 25Q: 3 clusters Score -261843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -261843.515625 Penalty: 3826.922363
	Iteration 26Q: 3 clusters Score -261843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -261844.765625 Penalty: 3826.922363
	Iteration 27Q: 3 clusters Score -261844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -261845.906250 Penalty: 3826.922363
	Iteration 28Q: 3 clusters Score -261845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -261847.640625 Penalty: 3826.922363
	Iteration 29Q: 3 clusters Score -261847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -261848.031250 Penalty: 3826.922363
	Iteration 30Q: 3 clusters Score -261848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -261848.453125 Penalty: 3826.922363
	Iteration 31Q: 3 clusters Score -261848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -261849.609375 Penalty: 3826.922363
	Iteration 32Q: 3 clusters Score -261849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -261849.609375 Penalty: 3826.922363
	Iteration 33F: 3 clusters Score -261849.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Entering Unmasked Estep 
Score: -478359.125000 Penalty: 2081.573730
	Iteration 0F: 2 clusters Score -478359.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -474252.562500 Penalty: 4163.147461
	Iteration 0F: 3 clusters Score -474252.6 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -475252.531250 Penalty: 4163.147461
	Iteration 1F: 3 clusters Score -475252.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -475505.875000 Penalty: 4163.147461
	Iteration 2F: 3 clusters Score -475505.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -475676.812500 Penalty: 4163.147461
	Iteration 3F: 3 clusters Score -475676.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -475833.250000 Penalty: 4163.147461
	Iteration 4Q: 3 clusters Score -475833.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -475964.968750 Penalty: 4163.147461
	Iteration 5Q: 3 clusters Score -475965 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -476088.593750 Penalty: 4163.147461
	Iteration 6Q: 3 clusters Score -476088.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -476187.218750 Penalty: 4163.147461
	Iteration 7Q: 3 clusters Score -476187.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -476270.437500 Penalty: 4163.147461
	Iteration 8Q: 3 clusters Score -476270.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -476360.500000 Penalty: 4163.147461
	Iteration 9Q: 3 clusters Score -476360.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -476456.093750 Penalty: 4163.147461
	Iteration 10Q: 3 clusters Score -476456.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -476559.968750 Penalty: 4163.147461
	Iteration 11Q: 3 clusters Score -476560 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -476650.937500 Penalty: 4163.147461
	Iteration 12Q: 3 clusters Score -476650.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -476726.156250 Penalty: 4163.147461
	Iteration 13Q: 3 clusters Score -476726.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -476781.375000 Penalty: 4163.147461
	Iteration 14Q: 3 clusters Score -476781.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -476821.468750 Penalty: 4163.147461
	Iteration 15Q: 3 clusters Score -476821.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -476851.906250 Penalty: 4163.147461
	Iteration 16Q: 3 clusters Score -476851.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -476872.093750 Penalty: 4163.147461
	Iteration 17Q: 3 clusters Score -476872.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -476889.718750 Penalty: 4163.147461
	Iteration 18Q: 3 clusters Score -476889.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -476902.812500 Penalty: 4163.147461
	Iteration 19Q: 3 clusters Score -476902.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -476910.500000 Penalty: 4163.147461
	Iteration 20F: 3 clusters Score -476910.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -476915.062500 Penalty: 4163.147461
	Iteration 21Q: 3 clusters Score -476915.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -476918.656250 Penalty: 4163.147461
	Iteration 22Q: 3 clusters Score -476918.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -476920.437500 Penalty: 4163.147461
	Iteration 23Q: 3 clusters Score -476920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -476922.375000 Penalty: 4163.147461
	Iteration 24Q: 3 clusters Score -476922.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -476924.843750 Penalty: 4163.147461
	Iteration 25Q: 3 clusters Score -476924.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -476927.656250 Penalty: 4163.147461
	Iteration 26Q: 3 clusters Score -476927.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -476930.937500 Penalty: 4163.147461
	Iteration 27Q: 3 clusters Score -476930.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -476933.812500 Penalty: 4163.147461
	Iteration 28Q: 3 clusters Score -476933.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -476937.500000 Penalty: 4163.147461
	Iteration 29Q: 3 clusters Score -476937.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -476945.187500 Penalty: 4163.147461
	Iteration 30Q: 3 clusters Score -476945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -476948.093750 Penalty: 4163.147461
	Iteration 31Q: 3 clusters Score -476948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -476949.375000 Penalty: 4163.147461
	Iteration 32Q: 3 clusters Score -476949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -476951.781250 Penalty: 4163.147461
	Iteration 33Q: 3 clusters Score -476951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -476953.406250 Penalty: 4163.147461
	Iteration 34Q: 3 clusters Score -476953.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -476957.812500 Penalty: 4163.147461
	Iteration 35Q: 3 clusters Score -476957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -476966.281250 Penalty: 4163.147461
	Iteration 36Q: 3 clusters Score -476966.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -476976.656250 Penalty: 4163.147461
	Iteration 37Q: 3 clusters Score -476976.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -476982.781250 Penalty: 4163.147461
	Iteration 38Q: 3 clusters Score -476982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -476984.843750 Penalty: 4163.147461
	Iteration 39Q: 3 clusters Score -476984.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -476989.343750 Penalty: 4163.147461
	Iteration 40F: 3 clusters Score -476989.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -476991.875000 Penalty: 4163.147461
	Iteration 41Q: 3 clusters Score -476991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -476993.906250 Penalty: 4163.147461
	Iteration 42Q: 3 clusters Score -476993.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -476997.156250 Penalty: 4163.147461
	Iteration 43Q: 3 clusters Score -476997.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -477001.531250 Penalty: 4163.147461
	Iteration 44Q: 3 clusters Score -477001.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -477005.000000 Penalty: 4163.147461
	Iteration 45Q: 3 clusters Score -477005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -477006.750000 Penalty: 4163.147461
	Iteration 46Q: 3 clusters Score -477006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -477006.718750 Penalty: 4163.147461
	Iteration 47Q: 3 clusters Score -477006.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -477006.718750 Penalty: 4163.147461
	Iteration 48F: 3 clusters Score -477006.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -522607.531250 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -522607.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -518477.187500 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -518477.2 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -519450.000000 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -519450 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -519694.343750 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -519694.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -519835.406250 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -519835.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -519952.718750 Penalty: 4160.219727
	Iteration 4Q: 3 clusters Score -519952.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -520051.250000 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -520051.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -520175.437500 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -520175.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -520319.687500 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -520319.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -520477.875000 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -520477.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -520638.562500 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -520638.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -520790.343750 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -520790.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -520896.531250 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -520896.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -520983.218750 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -520983.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -521040.000000 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -521040 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -521091.937500 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -521091.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -521131.500000 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -521131.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -521161.125000 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -521161.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -521175.843750 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -521175.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -521187.468750 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -521187.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -521195.968750 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -521196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -521201.406250 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -521201.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -521204.937500 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -521204.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -521205.656250 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -521205.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -521208.625000 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -521208.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -521212.468750 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -521212.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -521216.156250 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -521216.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -521219.781250 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -521219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -521222.843750 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -521222.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -521225.468750 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -521225.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -521227.750000 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -521227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -521228.093750 Penalty: 4160.219727
	Iteration 30Q: 3 clusters Score -521228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -521229.187500 Penalty: 4160.219727
	Iteration 31Q: 3 clusters Score -521229.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -521230.250000 Penalty: 4160.219727
	Iteration 32Q: 3 clusters Score -521230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -521232.250000 Penalty: 4160.219727
	Iteration 33Q: 3 clusters Score -521232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -521233.093750 Penalty: 4160.219727
	Iteration 34Q: 3 clusters Score -521233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -521234.187500 Penalty: 4160.219727
	Iteration 35Q: 3 clusters Score -521234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -521234.812500 Penalty: 4160.219727
	Iteration 36Q: 3 clusters Score -521234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -521234.343750 Penalty: 4160.219727
	Iteration 37Q: 3 clusters Score -521234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -521236.437500 Penalty: 4160.219727
	Iteration 38Q: 3 clusters Score -521236.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -521238.687500 Penalty: 4160.219727
	Iteration 39Q: 3 clusters Score -521238.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -521240.312500 Penalty: 4160.219727
	Iteration 40F: 3 clusters Score -521240.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -521241.875000 Penalty: 4160.219727
	Iteration 41Q: 3 clusters Score -521241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -521242.500000 Penalty: 4160.219727
	Iteration 42Q: 3 clusters Score -521242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -521242.500000 Penalty: 4160.219727
	Iteration 43F: 3 clusters Score -521242.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Entering Unmasked Estep 
Score: -797174.687500 Penalty: 2182.801758
	Iteration 0F: 2 clusters Score -797174.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -791611.625000 Penalty: 4365.603516
	Iteration 0F: 3 clusters Score -791611.6 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -793020.687500 Penalty: 4365.603516
	Iteration 1F: 3 clusters Score -793020.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -793254.750000 Penalty: 4365.603516
	Iteration 2F: 3 clusters Score -793254.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -793435.125000 Penalty: 4365.603516
	Iteration 3F: 3 clusters Score -793435.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -793576.875000 Penalty: 4365.603516
	Iteration 4Q: 3 clusters Score -793576.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -793680.187500 Penalty: 4365.603516
	Iteration 5Q: 3 clusters Score -793680.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -793767.375000 Penalty: 4365.603516
	Iteration 6Q: 3 clusters Score -793767.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -793844.312500 Penalty: 4365.603516
	Iteration 7Q: 3 clusters Score -793844.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -793917.687500 Penalty: 4365.603516
	Iteration 8Q: 3 clusters Score -793917.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -793992.875000 Penalty: 4365.603516
	Iteration 9Q: 3 clusters Score -793992.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -794063.250000 Penalty: 4365.603516
	Iteration 10Q: 3 clusters Score -794063.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -794134.937500 Penalty: 4365.603516
	Iteration 11Q: 3 clusters Score -794134.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -794225.062500 Penalty: 4365.603516
	Iteration 12Q: 3 clusters Score -794225.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -794314.750000 Penalty: 4365.603516
	Iteration 13Q: 3 clusters Score -794314.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -794407.312500 Penalty: 4365.603516
	Iteration 14Q: 3 clusters Score -794407.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -794498.687500 Penalty: 4365.603516
	Iteration 15Q: 3 clusters Score -794498.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -794595.437500 Penalty: 4365.603516
	Iteration 16Q: 3 clusters Score -794595.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -794677.437500 Penalty: 4365.603516
	Iteration 17Q: 3 clusters Score -794677.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -794787.812500 Penalty: 4365.603516
	Iteration 18Q: 3 clusters Score -794787.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -794885.250000 Penalty: 4365.603516
	Iteration 19Q: 3 clusters Score -794885.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -794959.750000 Penalty: 4365.603516
	Iteration 20F: 3 clusters Score -794959.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -795027.875000 Penalty: 4365.603516
	Iteration 21Q: 3 clusters Score -795027.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -795089.062500 Penalty: 4365.603516
	Iteration 22Q: 3 clusters Score -795089.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -795134.687500 Penalty: 4365.603516
	Iteration 23Q: 3 clusters Score -795134.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -795172.687500 Penalty: 4365.603516
	Iteration 24Q: 3 clusters Score -795172.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -795201.000000 Penalty: 4365.603516
	Iteration 25Q: 3 clusters Score -795201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -795223.687500 Penalty: 4365.603516
	Iteration 26Q: 3 clusters Score -795223.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -795248.437500 Penalty: 4365.603516
	Iteration 27Q: 3 clusters Score -795248.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -795268.687500 Penalty: 4365.603516
	Iteration 28Q: 3 clusters Score -795268.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -795283.375000 Penalty: 4365.603516
	Iteration 29Q: 3 clusters Score -795283.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -795292.437500 Penalty: 4365.603516
	Iteration 30Q: 3 clusters Score -795292.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -795301.937500 Penalty: 4365.603516
	Iteration 31Q: 3 clusters Score -795301.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -795305.875000 Penalty: 4365.603516
	Iteration 32Q: 3 clusters Score -795305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -795313.375000 Penalty: 4365.603516
	Iteration 33Q: 3 clusters Score -795313.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -795317.250000 Penalty: 4365.603516
	Iteration 34Q: 3 clusters Score -795317.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -795323.312500 Penalty: 4365.603516
	Iteration 35Q: 3 clusters Score -795323.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -795328.125000 Penalty: 4365.603516
	Iteration 36Q: 3 clusters Score -795328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -795331.875000 Penalty: 4365.603516
	Iteration 37Q: 3 clusters Score -795331.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -795333.187500 Penalty: 4365.603516
	Iteration 38Q: 3 clusters Score -795333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -795332.875000 Penalty: 4365.603516
	Iteration 39Q: 3 clusters Score -795332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -795335.250000 Penalty: 4365.603516
	Iteration 40F: 3 clusters Score -795335.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -795337.562500 Penalty: 4365.603516
	Iteration 41Q: 3 clusters Score -795337.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -795340.437500 Penalty: 4365.603516
	Iteration 42Q: 3 clusters Score -795340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -795341.562500 Penalty: 4365.603516
	Iteration 43Q: 3 clusters Score -795341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -795341.250000 Penalty: 4365.603516
	Iteration 44Q: 3 clusters Score -795341.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -795341.937500 Penalty: 4365.603516
	Iteration 45Q: 3 clusters Score -795341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -795341.937500 Penalty: 4365.603516
	Iteration 46F: 3 clusters Score -795341.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -258646.515625 Penalty: 1910.121948
	Iteration 0F: 2 clusters Score -258646.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -255912.312500 Penalty: 3820.243896
	Iteration 0F: 3 clusters Score -255912.3 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -256594.578125 Penalty: 3820.243896
	Iteration 1F: 3 clusters Score -256594.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -256849.437500 Penalty: 3820.243896
	Iteration 2F: 3 clusters Score -256849.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -257032.250000 Penalty: 3820.243896
	Iteration 3F: 3 clusters Score -257032.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -257201.296875 Penalty: 3820.243896
	Iteration 4F: 3 clusters Score -257201.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -257305.812500 Penalty: 3820.243896
	Iteration 5Q: 3 clusters Score -257305.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -257390.531250 Penalty: 3820.243896
	Iteration 6Q: 3 clusters Score -257390.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -257459.234375 Penalty: 3820.243896
	Iteration 7Q: 3 clusters Score -257459.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -257509.828125 Penalty: 3820.243896
	Iteration 8Q: 3 clusters Score -257509.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -257542.078125 Penalty: 3820.243896
	Iteration 9Q: 3 clusters Score -257542.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -257567.656250 Penalty: 3820.243896
	Iteration 10Q: 3 clusters Score -257567.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -257582.000000 Penalty: 3820.243896
	Iteration 11Q: 3 clusters Score -257582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -257600.953125 Penalty: 3820.243896
	Iteration 12Q: 3 clusters Score -257601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -257626.984375 Penalty: 3820.243896
	Iteration 13Q: 3 clusters Score -257627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -257647.875000 Penalty: 3820.243896
	Iteration 14Q: 3 clusters Score -257647.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -257664.812500 Penalty: 3820.243896
	Iteration 15Q: 3 clusters Score -257664.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -257676.375000 Penalty: 3820.243896
	Iteration 16Q: 3 clusters Score -257676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -257683.578125 Penalty: 3820.243896
	Iteration 17Q: 3 clusters Score -257683.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -257690.953125 Penalty: 3820.243896
	Iteration 18Q: 3 clusters Score -257691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -257696.281250 Penalty: 3820.243896
	Iteration 19Q: 3 clusters Score -257696.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -257701.468750 Penalty: 3820.243896
	Iteration 20F: 3 clusters Score -257701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -257704.828125 Penalty: 3820.243896
	Iteration 21Q: 3 clusters Score -257704.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -257704.828125 Penalty: 3820.243896
	Iteration 22F: 3 clusters Score -257704.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (16425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Entering Unmasked Estep 
Score: -1982504.500000 Penalty: 2407.226807
	Iteration 0F: 2 clusters Score -1982504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1970692.875000 Penalty: 4814.453613
	Iteration 0F: 3 clusters Score -1970693 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1974519.000000 Penalty: 4814.453613
	Iteration 1F: 3 clusters Score -1974519 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1975016.625000 Penalty: 4814.453613
	Iteration 2F: 3 clusters Score -1975017 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1975500.625000 Penalty: 4814.453613
	Iteration 3F: 3 clusters Score -1975501 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1976006.375000 Penalty: 4814.453613
	Iteration 4F: 3 clusters Score -1976006 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1976581.625000 Penalty: 4814.453613
	Iteration 5F: 3 clusters Score -1976582 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1977173.125000 Penalty: 4814.453613
	Iteration 6F: 3 clusters Score -1977173 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1977809.000000 Penalty: 4814.453613
	Iteration 7F: 3 clusters Score -1977809 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1978433.625000 Penalty: 4814.453613
	Iteration 8F: 3 clusters Score -1978434 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1978979.625000 Penalty: 4814.453613
	Iteration 9Q: 3 clusters Score -1978980 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1979410.250000 Penalty: 4814.453613
	Iteration 10Q: 3 clusters Score -1979410 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1979693.250000 Penalty: 4814.453613
	Iteration 11Q: 3 clusters Score -1979693 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1979872.375000 Penalty: 4814.453613
	Iteration 12Q: 3 clusters Score -1979872 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1980010.125000 Penalty: 4814.453613
	Iteration 13Q: 3 clusters Score -1980010 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1980108.375000 Penalty: 4814.453613
	Iteration 14Q: 3 clusters Score -1980108 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1980187.125000 Penalty: 4814.453613
	Iteration 15Q: 3 clusters Score -1980187 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1980255.750000 Penalty: 4814.453613
	Iteration 16Q: 3 clusters Score -1980256 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1980310.125000 Penalty: 4814.453613
	Iteration 17Q: 3 clusters Score -1980310 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1980342.375000 Penalty: 4814.453613
	Iteration 18Q: 3 clusters Score -1980342 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1980377.375000 Penalty: 4814.453613
	Iteration 19Q: 3 clusters Score -1980377 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1980410.250000 Penalty: 4814.453613
	Iteration 20F: 3 clusters Score -1980410 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1980427.875000 Penalty: 4814.453613
	Iteration 21Q: 3 clusters Score -1980428 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1980449.750000 Penalty: 4814.453613
	Iteration 22Q: 3 clusters Score -1980450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1980475.875000 Penalty: 4814.453613
	Iteration 23Q: 3 clusters Score -1980476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1980509.750000 Penalty: 4814.453613
	Iteration 24Q: 3 clusters Score -1980510 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1980521.250000 Penalty: 4814.453613
	Iteration 25Q: 3 clusters Score -1980521 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1980549.125000 Penalty: 4814.453613
	Iteration 26Q: 3 clusters Score -1980549 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1980574.875000 Penalty: 4814.453613
	Iteration 27Q: 3 clusters Score -1980575 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1980602.250000 Penalty: 4814.453613
	Iteration 28Q: 3 clusters Score -1980602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1980616.875000 Penalty: 4814.453613
	Iteration 29Q: 3 clusters Score -1980617 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1980628.500000 Penalty: 4814.453613
	Iteration 30Q: 3 clusters Score -1980628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1980645.625000 Penalty: 4814.453613
	Iteration 31Q: 3 clusters Score -1980646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1980655.375000 Penalty: 4814.453613
	Iteration 32Q: 3 clusters Score -1980655 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1980683.250000 Penalty: 4814.453613
	Iteration 33Q: 3 clusters Score -1980683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1980712.375000 Penalty: 4814.453613
	Iteration 34Q: 3 clusters Score -1980712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1980723.500000 Penalty: 4814.453613
	Iteration 35Q: 3 clusters Score -1980724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1980738.750000 Penalty: 4814.453613
	Iteration 36Q: 3 clusters Score -1980739 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1980751.125000 Penalty: 4814.453613
	Iteration 37Q: 3 clusters Score -1980751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1980752.000000 Penalty: 4814.453613
	Iteration 38Q: 3 clusters Score -1980752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1980765.125000 Penalty: 4814.453613
	Iteration 39Q: 3 clusters Score -1980765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1980766.875000 Penalty: 4814.453613
	Iteration 40F: 3 clusters Score -1980767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1980773.250000 Penalty: 4814.453613
	Iteration 41Q: 3 clusters Score -1980773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1980780.250000 Penalty: 4814.453613
	Iteration 42Q: 3 clusters Score -1980780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1980791.000000 Penalty: 4814.453613
	Iteration 43Q: 3 clusters Score -1980791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1980803.750000 Penalty: 4814.453613
	Iteration 44Q: 3 clusters Score -1980804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1980812.375000 Penalty: 4814.453613
	Iteration 45Q: 3 clusters Score -1980812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1980822.125000 Penalty: 4814.453613
	Iteration 46Q: 3 clusters Score -1980822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1980827.125000 Penalty: 4814.453613
	Iteration 47Q: 3 clusters Score -1980827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1980845.500000 Penalty: 4814.453613
	Iteration 48Q: 3 clusters Score -1980846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1980852.000000 Penalty: 4814.453613
	Iteration 49Q: 3 clusters Score -1980852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1980864.750000 Penalty: 4814.453613
	Iteration 50Q: 3 clusters Score -1980865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1980868.125000 Penalty: 4814.453613
	Iteration 51Q: 3 clusters Score -1980868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1980873.750000 Penalty: 4814.453613
	Iteration 52Q: 3 clusters Score -1980874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1980874.000000 Penalty: 4814.453613
	Iteration 53Q: 3 clusters Score -1980874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1980878.250000 Penalty: 4814.453613
	Iteration 54Q: 3 clusters Score -1980878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1980879.750000 Penalty: 4814.453613
	Iteration 55Q: 3 clusters Score -1980880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1980877.125000 Penalty: 4814.453613
	Iteration 56Q: 3 clusters Score -1980877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1980878.125000 Penalty: 4814.453613
	Iteration 57Q: 3 clusters Score -1980878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1980881.750000 Penalty: 4814.453613
	Iteration 58Q: 3 clusters Score -1980882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1980881.750000 Penalty: 4814.453613
	Iteration 59F: 3 clusters Score -1980882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -387086.250000 Penalty: 1933.422485
	Iteration 0F: 2 clusters Score -387086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -384199.343750 Penalty: 3866.844971
	Iteration 0F: 3 clusters Score -384199.3 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -384782.812500 Penalty: 3866.844971
	Iteration 1F: 3 clusters Score -384782.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -384956.593750 Penalty: 3866.844971
	Iteration 2F: 3 clusters Score -384956.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -385084.062500 Penalty: 3866.844971
	Iteration 3Q: 3 clusters Score -385084.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -385225.656250 Penalty: 3866.844971
	Iteration 4Q: 3 clusters Score -385225.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -385445.312500 Penalty: 3866.844971
	Iteration 5Q: 3 clusters Score -385445.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -385754.843750 Penalty: 3866.844971
	Iteration 6F: 3 clusters Score -385754.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -386086.375000 Penalty: 3866.844971
	Iteration 7F: 3 clusters Score -386086.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -386268.312500 Penalty: 3866.844971
	Iteration 8Q: 3 clusters Score -386268.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -386369.468750 Penalty: 3866.844971
	Iteration 9Q: 3 clusters Score -386369.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -386445.406250 Penalty: 3866.844971
	Iteration 10Q: 3 clusters Score -386445.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -386509.125000 Penalty: 3866.844971
	Iteration 11Q: 3 clusters Score -386509.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -386573.312500 Penalty: 3866.844971
	Iteration 12Q: 3 clusters Score -386573.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -386612.312500 Penalty: 3866.844971
	Iteration 13Q: 3 clusters Score -386612.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -386648.343750 Penalty: 3866.844971
	Iteration 14Q: 3 clusters Score -386648.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -386672.500000 Penalty: 3866.844971
	Iteration 15Q: 3 clusters Score -386672.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -386690.656250 Penalty: 3866.844971
	Iteration 16Q: 3 clusters Score -386690.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -386702.687500 Penalty: 3866.844971
	Iteration 17Q: 3 clusters Score -386702.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -386718.531250 Penalty: 3866.844971
	Iteration 18Q: 3 clusters Score -386718.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -386747.281250 Penalty: 3866.844971
	Iteration 19Q: 3 clusters Score -386747.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -386781.718750 Penalty: 3866.844971
	Iteration 20F: 3 clusters Score -386781.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -386797.937500 Penalty: 3866.844971
	Iteration 21Q: 3 clusters Score -386797.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -386808.500000 Penalty: 3866.844971
	Iteration 22Q: 3 clusters Score -386808.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -386815.875000 Penalty: 3866.844971
	Iteration 23Q: 3 clusters Score -386815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -386821.750000 Penalty: 3866.844971
	Iteration 24Q: 3 clusters Score -386821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -386823.843750 Penalty: 3866.844971
	Iteration 25Q: 3 clusters Score -386823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -386823.906250 Penalty: 3866.844971
	Iteration 26Q: 3 clusters Score -386823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -386825.875000 Penalty: 3866.844971
	Iteration 27Q: 3 clusters Score -386825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -386826.718750 Penalty: 3866.844971
	Iteration 28Q: 3 clusters Score -386826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -386829.781250 Penalty: 3866.844971
	Iteration 29Q: 3 clusters Score -386829.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -386834.812500 Penalty: 3866.844971
	Iteration 30Q: 3 clusters Score -386834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -386835.312500 Penalty: 3866.844971
	Iteration 31Q: 3 clusters Score -386835.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -386835.875000 Penalty: 3866.844971
	Iteration 32Q: 3 clusters Score -386835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -386837.625000 Penalty: 3866.844971
	Iteration 33Q: 3 clusters Score -386837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -386839.093750 Penalty: 3866.844971
	Iteration 34Q: 3 clusters Score -386839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -386840.187500 Penalty: 3866.844971
	Iteration 35Q: 3 clusters Score -386840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -386840.968750 Penalty: 3866.844971
	Iteration 36Q: 3 clusters Score -386841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -386841.937500 Penalty: 3866.844971
	Iteration 37Q: 3 clusters Score -386841.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -386848.687500 Penalty: 3866.844971
	Iteration 38Q: 3 clusters Score -386848.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -386852.843750 Penalty: 3866.844971
	Iteration 39Q: 3 clusters Score -386852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -386855.187500 Penalty: 3866.844971
	Iteration 40F: 3 clusters Score -386855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -386856.062500 Penalty: 3866.844971
	Iteration 41Q: 3 clusters Score -386856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -386857.093750 Penalty: 3866.844971
	Iteration 42Q: 3 clusters Score -386857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -386857.093750 Penalty: 3866.844971
	Iteration 43F: 3 clusters Score -386857.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Entering Unmasked Estep 
Score: -1018997.500000 Penalty: 2249.513428
	Iteration 0F: 2 clusters Score -1018998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1012146.937500 Penalty: 4499.026855
	Iteration 0F: 3 clusters Score -1012147 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1014141.312500 Penalty: 4499.026855
	Iteration 1F: 3 clusters Score -1014141 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1014513.187500 Penalty: 4499.026855
	Iteration 2F: 3 clusters Score -1014513 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1014786.375000 Penalty: 4499.026855
	Iteration 3F: 3 clusters Score -1014786 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1015034.125000 Penalty: 4499.026855
	Iteration 4F: 3 clusters Score -1015034 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1015313.312500 Penalty: 4499.026855
	Iteration 5Q: 3 clusters Score -1015313 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1015651.562500 Penalty: 4499.026855
	Iteration 6Q: 3 clusters Score -1015652 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1015979.875000 Penalty: 4499.026855
	Iteration 7F: 3 clusters Score -1015980 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1016238.062500 Penalty: 4499.026855
	Iteration 8Q: 3 clusters Score -1016238 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1016431.375000 Penalty: 4499.026855
	Iteration 9Q: 3 clusters Score -1016431 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1016565.687500 Penalty: 4499.026855
	Iteration 10Q: 3 clusters Score -1016566 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1016647.750000 Penalty: 4499.026855
	Iteration 11Q: 3 clusters Score -1016648 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1016710.750000 Penalty: 4499.026855
	Iteration 12Q: 3 clusters Score -1016711 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1016757.062500 Penalty: 4499.026855
	Iteration 13Q: 3 clusters Score -1016757 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1016786.687500 Penalty: 4499.026855
	Iteration 14Q: 3 clusters Score -1016787 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1016813.750000 Penalty: 4499.026855
	Iteration 15Q: 3 clusters Score -1016814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1016833.250000 Penalty: 4499.026855
	Iteration 16Q: 3 clusters Score -1016833 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1016845.187500 Penalty: 4499.026855
	Iteration 17Q: 3 clusters Score -1016845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1016852.312500 Penalty: 4499.026855
	Iteration 18Q: 3 clusters Score -1016852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1016855.750000 Penalty: 4499.026855
	Iteration 19Q: 3 clusters Score -1016856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1016862.437500 Penalty: 4499.026855
	Iteration 20F: 3 clusters Score -1016862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1016865.750000 Penalty: 4499.026855
	Iteration 21Q: 3 clusters Score -1016866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1016868.812500 Penalty: 4499.026855
	Iteration 22Q: 3 clusters Score -1016869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1016873.750000 Penalty: 4499.026855
	Iteration 23Q: 3 clusters Score -1016874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1016876.250000 Penalty: 4499.026855
	Iteration 24Q: 3 clusters Score -1016876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1016878.937500 Penalty: 4499.026855
	Iteration 25Q: 3 clusters Score -1016879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1016880.125000 Penalty: 4499.026855
	Iteration 26Q: 3 clusters Score -1016880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1016880.062500 Penalty: 4499.026855
	Iteration 27Q: 3 clusters Score -1016880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1016881.937500 Penalty: 4499.026855
	Iteration 28Q: 3 clusters Score -1016882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1016882.375000 Penalty: 4499.026855
	Iteration 29Q: 3 clusters Score -1016882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1016885.625000 Penalty: 4499.026855
	Iteration 30Q: 3 clusters Score -1016886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1016885.062500 Penalty: 4499.026855
	Iteration 31Q: 3 clusters Score -1016885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1016885.500000 Penalty: 4499.026855
	Iteration 32Q: 3 clusters Score -1016886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1016885.250000 Penalty: 4499.026855
	Iteration 33Q: 3 clusters Score -1016885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1016884.000000 Penalty: 4499.026855
	Iteration 34Q: 3 clusters Score -1016884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1016885.750000 Penalty: 4499.026855
	Iteration 35Q: 3 clusters Score -1016886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1016886.312500 Penalty: 4499.026855
	Iteration 36Q: 3 clusters Score -1016886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1016887.062500 Penalty: 4499.026855
	Iteration 37Q: 3 clusters Score -1016887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1016885.187500 Penalty: 4499.026855
	Iteration 38Q: 3 clusters Score -1016885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1016885.125000 Penalty: 4499.026855
	Iteration 39Q: 3 clusters Score -1016885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1016886.187500 Penalty: 4499.026855
	Iteration 40F: 3 clusters Score -1016886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1016885.812500 Penalty: 4499.026855
	Iteration 41Q: 3 clusters Score -1016886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1016887.375000 Penalty: 4499.026855
	Iteration 42Q: 3 clusters Score -1016887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1016887.000000 Penalty: 4499.026855
	Iteration 43Q: 3 clusters Score -1016887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1016887.375000 Penalty: 4499.026855
	Iteration 44Q: 3 clusters Score -1016887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1016887.375000 Penalty: 4499.026855
	Iteration 45F: 3 clusters Score -1016887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (10604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Entering Unmasked Estep 
Score: -1288806.250000 Penalty: 2298.708740
	Iteration 0F: 2 clusters Score -1288806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1280743.750000 Penalty: 4597.417480
	Iteration 0F: 3 clusters Score -1280744 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1283098.500000 Penalty: 4597.417480
	Iteration 1F: 3 clusters Score -1283098 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1283370.625000 Penalty: 4597.417480
	Iteration 2F: 3 clusters Score -1283371 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1283587.500000 Penalty: 4597.417480
	Iteration 3Q: 3 clusters Score -1283588 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1283733.375000 Penalty: 4597.417480
	Iteration 4Q: 3 clusters Score -1283733 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1283841.750000 Penalty: 4597.417480
	Iteration 5Q: 3 clusters Score -1283842 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1283924.625000 Penalty: 4597.417480
	Iteration 6Q: 3 clusters Score -1283925 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1283983.875000 Penalty: 4597.417480
	Iteration 7Q: 3 clusters Score -1283984 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1284051.500000 Penalty: 4597.417480
	Iteration 8Q: 3 clusters Score -1284052 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1284118.000000 Penalty: 4597.417480
	Iteration 9Q: 3 clusters Score -1284118 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1284188.250000 Penalty: 4597.417480
	Iteration 10Q: 3 clusters Score -1284188 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1284260.000000 Penalty: 4597.417480
	Iteration 11Q: 3 clusters Score -1284260 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1284354.000000 Penalty: 4597.417480
	Iteration 12Q: 3 clusters Score -1284354 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1284455.125000 Penalty: 4597.417480
	Iteration 13Q: 3 clusters Score -1284455 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1284563.625000 Penalty: 4597.417480
	Iteration 14Q: 3 clusters Score -1284564 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1284684.000000 Penalty: 4597.417480
	Iteration 15Q: 3 clusters Score -1284684 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1284821.500000 Penalty: 4597.417480
	Iteration 16Q: 3 clusters Score -1284822 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1284995.000000 Penalty: 4597.417480
	Iteration 17Q: 3 clusters Score -1284995 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1285190.625000 Penalty: 4597.417480
	Iteration 18Q: 3 clusters Score -1285191 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1285407.250000 Penalty: 4597.417480
	Iteration 19Q: 3 clusters Score -1285407 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1285601.375000 Penalty: 4597.417480
	Iteration 20F: 3 clusters Score -1285601 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1285789.000000 Penalty: 4597.417480
	Iteration 21Q: 3 clusters Score -1285789 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1285975.000000 Penalty: 4597.417480
	Iteration 22Q: 3 clusters Score -1285975 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1286152.375000 Penalty: 4597.417480
	Iteration 23Q: 3 clusters Score -1286152 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1286298.250000 Penalty: 4597.417480
	Iteration 24Q: 3 clusters Score -1286298 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1286431.875000 Penalty: 4597.417480
	Iteration 25Q: 3 clusters Score -1286432 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1286545.625000 Penalty: 4597.417480
	Iteration 26Q: 3 clusters Score -1286546 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1286617.250000 Penalty: 4597.417480
	Iteration 27Q: 3 clusters Score -1286617 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1286667.375000 Penalty: 4597.417480
	Iteration 28Q: 3 clusters Score -1286667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1286717.500000 Penalty: 4597.417480
	Iteration 29Q: 3 clusters Score -1286718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1286747.750000 Penalty: 4597.417480
	Iteration 30Q: 3 clusters Score -1286748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1286775.375000 Penalty: 4597.417480
	Iteration 31Q: 3 clusters Score -1286775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1286789.000000 Penalty: 4597.417480
	Iteration 32Q: 3 clusters Score -1286789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1286797.875000 Penalty: 4597.417480
	Iteration 33Q: 3 clusters Score -1286798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1286802.500000 Penalty: 4597.417480
	Iteration 34Q: 3 clusters Score -1286802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1286808.375000 Penalty: 4597.417480
	Iteration 35Q: 3 clusters Score -1286808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1286815.000000 Penalty: 4597.417480
	Iteration 36Q: 3 clusters Score -1286815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1286820.875000 Penalty: 4597.417480
	Iteration 37Q: 3 clusters Score -1286821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1286823.375000 Penalty: 4597.417480
	Iteration 38Q: 3 clusters Score -1286823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1286824.750000 Penalty: 4597.417480
	Iteration 39Q: 3 clusters Score -1286825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1286829.000000 Penalty: 4597.417480
	Iteration 40F: 3 clusters Score -1286829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1286834.250000 Penalty: 4597.417480
	Iteration 41Q: 3 clusters Score -1286834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1286840.875000 Penalty: 4597.417480
	Iteration 42Q: 3 clusters Score -1286841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1286842.250000 Penalty: 4597.417480
	Iteration 43Q: 3 clusters Score -1286842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1286844.875000 Penalty: 4597.417480
	Iteration 44Q: 3 clusters Score -1286845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1286849.500000 Penalty: 4597.417480
	Iteration 45Q: 3 clusters Score -1286850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1286849.750000 Penalty: 4597.417480
	Iteration 46Q: 3 clusters Score -1286850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1286850.625000 Penalty: 4597.417480
	Iteration 47Q: 3 clusters Score -1286851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1286852.500000 Penalty: 4597.417480
	Iteration 48Q: 3 clusters Score -1286852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1286853.000000 Penalty: 4597.417480
	Iteration 49Q: 3 clusters Score -1286853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1286850.750000 Penalty: 4597.417480
	Iteration 50Q: 3 clusters Score -1286851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1286850.750000 Penalty: 4597.417480
	Iteration 51F: 3 clusters Score -1286851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (11023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Entering Unmasked Estep 
Score: -1330869.750000 Penalty: 2308.319336
	Iteration 0F: 2 clusters Score -1330870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1322509.500000 Penalty: 4616.638672
	Iteration 0F: 3 clusters Score -1322510 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1325084.125000 Penalty: 4616.638672
	Iteration 1F: 3 clusters Score -1325084 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1325794.875000 Penalty: 4616.638672
	Iteration 2F: 3 clusters Score -1325795 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1326649.875000 Penalty: 4616.638672
	Iteration 3F: 3 clusters Score -1326650 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1327462.500000 Penalty: 4616.638672
	Iteration 4F: 3 clusters Score -1327462 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1328160.125000 Penalty: 4616.638672
	Iteration 5F: 3 clusters Score -1328160 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1328727.000000 Penalty: 4616.638672
	Iteration 6F: 3 clusters Score -1328727 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1329092.000000 Penalty: 4616.638672
	Iteration 7Q: 3 clusters Score -1329092 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1329338.250000 Penalty: 4616.638672
	Iteration 8Q: 3 clusters Score -1329338 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1329482.625000 Penalty: 4616.638672
	Iteration 9Q: 3 clusters Score -1329483 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1329576.375000 Penalty: 4616.638672
	Iteration 10Q: 3 clusters Score -1329576 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1329636.500000 Penalty: 4616.638672
	Iteration 11Q: 3 clusters Score -1329636 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1329685.500000 Penalty: 4616.638672
	Iteration 12Q: 3 clusters Score -1329686 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1329711.125000 Penalty: 4616.638672
	Iteration 13Q: 3 clusters Score -1329711 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1329737.500000 Penalty: 4616.638672
	Iteration 14Q: 3 clusters Score -1329738 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1329757.375000 Penalty: 4616.638672
	Iteration 15Q: 3 clusters Score -1329757 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1329770.250000 Penalty: 4616.638672
	Iteration 16Q: 3 clusters Score -1329770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1329777.500000 Penalty: 4616.638672
	Iteration 17Q: 3 clusters Score -1329778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1329782.500000 Penalty: 4616.638672
	Iteration 18Q: 3 clusters Score -1329782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1329793.875000 Penalty: 4616.638672
	Iteration 19Q: 3 clusters Score -1329794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1329791.875000 Penalty: 4616.638672
	Iteration 20F: 3 clusters Score -1329792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1329792.500000 Penalty: 4616.638672
	Iteration 21Q: 3 clusters Score -1329792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1329795.000000 Penalty: 4616.638672
	Iteration 22Q: 3 clusters Score -1329795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1329794.000000 Penalty: 4616.638672
	Iteration 23Q: 3 clusters Score -1329794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1329797.875000 Penalty: 4616.638672
	Iteration 24Q: 3 clusters Score -1329798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1329797.000000 Penalty: 4616.638672
	Iteration 25Q: 3 clusters Score -1329797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1329800.500000 Penalty: 4616.638672
	Iteration 26Q: 3 clusters Score -1329800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1329799.875000 Penalty: 4616.638672
	Iteration 27Q: 3 clusters Score -1329800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1329801.000000 Penalty: 4616.638672
	Iteration 28Q: 3 clusters Score -1329801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1329802.125000 Penalty: 4616.638672
	Iteration 29Q: 3 clusters Score -1329802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1329802.375000 Penalty: 4616.638672
	Iteration 30Q: 3 clusters Score -1329802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1329802.500000 Penalty: 4616.638672
	Iteration 31Q: 3 clusters Score -1329802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1329802.500000 Penalty: 4616.638672
	Iteration 32F: 3 clusters Score -1329802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (40358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Entering Unmasked Estep 
Score: -5025975.000000 Penalty: 2630.175293
	Iteration 0F: 2 clusters Score -5025975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4998668.000000 Penalty: 5260.350586
	Iteration 0F: 3 clusters Score -4998668 nChanged 18332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -5008802.500000 Penalty: 5260.350586
	Iteration 1F: 3 clusters Score -5008802 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -5009291.500000 Penalty: 5260.350586
	Iteration 2Q: 3 clusters Score -5009292 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -5009673.000000 Penalty: 5260.350586
	Iteration 3Q: 3 clusters Score -5009673 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -5010046.000000 Penalty: 5260.350586
	Iteration 4Q: 3 clusters Score -5010046 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -5010424.000000 Penalty: 5260.350586
	Iteration 5Q: 3 clusters Score -5010424 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -5010794.500000 Penalty: 5260.350586
	Iteration 6Q: 3 clusters Score -5010794 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -5011239.500000 Penalty: 5260.350586
	Iteration 7Q: 3 clusters Score -5011240 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -5011716.500000 Penalty: 5260.350586
	Iteration 8Q: 3 clusters Score -5011716 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -5012287.500000 Penalty: 5260.350586
	Iteration 9Q: 3 clusters Score -5012288 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -5012861.000000 Penalty: 5260.350586
	Iteration 10Q: 3 clusters Score -5012861 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -5013593.500000 Penalty: 5260.350586
	Iteration 11Q: 3 clusters Score -5013594 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -5014410.000000 Penalty: 5260.350586
	Iteration 12Q: 3 clusters Score -5014410 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -5015254.000000 Penalty: 5260.350586
	Iteration 13Q: 3 clusters Score -5015254 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -5016261.500000 Penalty: 5260.350586
	Iteration 14Q: 3 clusters Score -5016262 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -5017459.000000 Penalty: 5260.350586
	Iteration 15Q: 3 clusters Score -5017459 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -5018681.000000 Penalty: 5260.350586
	Iteration 16Q: 3 clusters Score -5018681 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -5019918.000000 Penalty: 5260.350586
	Iteration 17Q: 3 clusters Score -5019918 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -5021046.500000 Penalty: 5260.350586
	Iteration 18Q: 3 clusters Score -5021046 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -5021891.000000 Penalty: 5260.350586
	Iteration 19Q: 3 clusters Score -5021891 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5022452.500000 Penalty: 5260.350586
	Iteration 20F: 3 clusters Score -5022452 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5022864.000000 Penalty: 5260.350586
	Iteration 21Q: 3 clusters Score -5022864 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5023112.000000 Penalty: 5260.350586
	Iteration 22Q: 3 clusters Score -5023112 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5023273.500000 Penalty: 5260.350586
	Iteration 23Q: 3 clusters Score -5023274 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5023386.000000 Penalty: 5260.350586
	Iteration 24Q: 3 clusters Score -5023386 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5023445.000000 Penalty: 5260.350586
	Iteration 25Q: 3 clusters Score -5023445 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5023508.000000 Penalty: 5260.350586
	Iteration 26Q: 3 clusters Score -5023508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5023561.000000 Penalty: 5260.350586
	Iteration 27Q: 3 clusters Score -5023561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5023586.500000 Penalty: 5260.350586
	Iteration 28Q: 3 clusters Score -5023586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5023616.500000 Penalty: 5260.350586
	Iteration 29Q: 3 clusters Score -5023616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5023637.000000 Penalty: 5260.350586
	Iteration 30Q: 3 clusters Score -5023637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5023649.000000 Penalty: 5260.350586
	Iteration 31Q: 3 clusters Score -5023649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5023652.500000 Penalty: 5260.350586
	Iteration 32Q: 3 clusters Score -5023652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5023662.500000 Penalty: 5260.350586
	Iteration 33Q: 3 clusters Score -5023662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5023675.500000 Penalty: 5260.350586
	Iteration 34Q: 3 clusters Score -5023676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5023680.500000 Penalty: 5260.350586
	Iteration 35Q: 3 clusters Score -5023680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5023682.500000 Penalty: 5260.350586
	Iteration 36Q: 3 clusters Score -5023682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5023684.000000 Penalty: 5260.350586
	Iteration 37Q: 3 clusters Score -5023684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5023692.500000 Penalty: 5260.350586
	Iteration 38Q: 3 clusters Score -5023692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5023694.000000 Penalty: 5260.350586
	Iteration 39Q: 3 clusters Score -5023694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5023694.000000 Penalty: 5260.350586
	Iteration 40F: 3 clusters Score -5023694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5023695.500000 Penalty: 5260.350586
	Iteration 41Q: 3 clusters Score -5023696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5023697.500000 Penalty: 5260.350586
	Iteration 42Q: 3 clusters Score -5023698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5023698.000000 Penalty: 5260.350586
	Iteration 43Q: 3 clusters Score -5023698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5023703.500000 Penalty: 5260.350586
	Iteration 44Q: 3 clusters Score -5023704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5023703.000000 Penalty: 5260.350586
	Iteration 45Q: 3 clusters Score -5023703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5023703.000000 Penalty: 5260.350586
	Iteration 46F: 3 clusters Score -5023703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -52060.570312 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -52060.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50841.933594 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -50841.93 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51234.277344 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -51234.28 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51625.527344 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -51625.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51896.449219 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -51896.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52012.531250 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -52012.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52087.210938 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -52087.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52143.402344 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -52143.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52206.964844 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -52206.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52229.871094 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -52229.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52245.656250 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -52245.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52256.457031 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -52256.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52258.953125 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -52258.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52258.953125 Penalty: 3035.667480
	Iteration 12F: 3 clusters Score -52258.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 234027 members 
Mstep: Class 3 contains 90786 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 19003 members 
Mstep: Class 6 contains 77850 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 95518 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 135438 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 98191 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21834 members 
Mstep: Class 26 contains 6689 members 
Mstep: Class 27 contains 2447 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 10398 members 
Mstep: Class 31 contains 39069 members 
Mstep: Class 32 contains 17250 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13589 members 
Mstep: Class 35 contains 21763 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2328 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31600 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4418 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6645 members 
Mstep: Class 51 contains 2213 members 
Mstep: Class 52 contains 16425 members 
Mstep: Class 53 contains 2431 members 
Mstep: Class 54 contains 8696 members 
Mstep: Class 55 contains 10604 members 
Mstep: Class 56 contains 11023 members 
Mstep: Class 57 contains 40358 members 
Mstep: Class 58 contains 282 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5789 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15849 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 5783 members 
Mstep: Class 67 contains 10992 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 626 members 
Mstep: Class 72 contains 2332 members 
Mstep: Class 73 contains 2261 members 
Mstep: Class 74 contains 3384 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 12992 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5239 members 
Mstep: Class 79 contains 173 members 
Entering Unmasked Estep 
Score: -154528176.000000 Penalty: 276011.125000
Splitting cluster 58 changes total score from -154528896.000000 to -154528176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -116382.250000 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -116382.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -114354.906250 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -114354.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -114728.437500 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -114728.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -114875.968750 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -114876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -114973.257812 Penalty: 3513.360352
	Iteration 3Q: 3 clusters Score -114973.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -115097.164062 Penalty: 3513.360352
	Iteration 4Q: 3 clusters Score -115097.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -115195.750000 Penalty: 3513.360352
	Iteration 5Q: 3 clusters Score -115195.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -115299.304688 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -115299.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -115413.062500 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -115413.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -115532.562500 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -115532.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115610.039062 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -115610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -115674.859375 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -115674.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -115743.898438 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -115743.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115803.734375 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -115803.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -115849.156250 Penalty: 3513.360352
	Iteration 13Q: 3 clusters Score -115849.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -115878.367188 Penalty: 3513.360352
	Iteration 14Q: 3 clusters Score -115878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115888.929688 Penalty: 3513.360352
	Iteration 15Q: 3 clusters Score -115888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -115891.890625 Penalty: 3513.360352
	Iteration 16Q: 3 clusters Score -115891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -115896.304688 Penalty: 3513.360352
	Iteration 17Q: 3 clusters Score -115896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -115900.914062 Penalty: 3513.360352
	Iteration 18Q: 3 clusters Score -115900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -115908.890625 Penalty: 3513.360352
	Iteration 19Q: 3 clusters Score -115908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -115916.187500 Penalty: 3513.360352
	Iteration 20F: 3 clusters Score -115916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115925.335938 Penalty: 3513.360352
	Iteration 21Q: 3 clusters Score -115925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -115926.789062 Penalty: 3513.360352
	Iteration 22Q: 3 clusters Score -115926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -115927.468750 Penalty: 3513.360352
	Iteration 23Q: 3 clusters Score -115927.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -115927.468750 Penalty: 3513.360352
	Iteration 24F: 3 clusters Score -115927.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Entering Unmasked Estep 
Score: -697873.937500 Penalty: 2148.601074
	Iteration 0F: 2 clusters Score -697873.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -692835.687500 Penalty: 4297.202148
	Iteration 0F: 3 clusters Score -692835.7 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -694045.500000 Penalty: 4297.202148
	Iteration 1F: 3 clusters Score -694045.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -694245.437500 Penalty: 4297.202148
	Iteration 2F: 3 clusters Score -694245.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -694381.250000 Penalty: 4297.202148
	Iteration 3Q: 3 clusters Score -694381.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -694484.937500 Penalty: 4297.202148
	Iteration 4Q: 3 clusters Score -694484.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -694563.062500 Penalty: 4297.202148
	Iteration 5Q: 3 clusters Score -694563.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -694640.625000 Penalty: 4297.202148
	Iteration 6Q: 3 clusters Score -694640.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -694706.125000 Penalty: 4297.202148
	Iteration 7Q: 3 clusters Score -694706.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -694773.125000 Penalty: 4297.202148
	Iteration 8Q: 3 clusters Score -694773.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -694854.312500 Penalty: 4297.202148
	Iteration 9Q: 3 clusters Score -694854.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -694935.687500 Penalty: 4297.202148
	Iteration 10Q: 3 clusters Score -694935.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -695018.375000 Penalty: 4297.202148
	Iteration 11Q: 3 clusters Score -695018.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -695092.750000 Penalty: 4297.202148
	Iteration 12Q: 3 clusters Score -695092.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -695175.437500 Penalty: 4297.202148
	Iteration 13Q: 3 clusters Score -695175.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -695248.687500 Penalty: 4297.202148
	Iteration 14Q: 3 clusters Score -695248.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -695314.062500 Penalty: 4297.202148
	Iteration 15Q: 3 clusters Score -695314.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -695365.687500 Penalty: 4297.202148
	Iteration 16Q: 3 clusters Score -695365.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -695413.625000 Penalty: 4297.202148
	Iteration 17Q: 3 clusters Score -695413.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -695453.937500 Penalty: 4297.202148
	Iteration 18Q: 3 clusters Score -695453.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -695487.875000 Penalty: 4297.202148
	Iteration 19Q: 3 clusters Score -695487.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -695520.750000 Penalty: 4297.202148
	Iteration 20F: 3 clusters Score -695520.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -695548.125000 Penalty: 4297.202148
	Iteration 21Q: 3 clusters Score -695548.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -695570.375000 Penalty: 4297.202148
	Iteration 22Q: 3 clusters Score -695570.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -695594.500000 Penalty: 4297.202148
	Iteration 23Q: 3 clusters Score -695594.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -695619.875000 Penalty: 4297.202148
	Iteration 24Q: 3 clusters Score -695619.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -695646.812500 Penalty: 4297.202148
	Iteration 25Q: 3 clusters Score -695646.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -695677.500000 Penalty: 4297.202148
	Iteration 26Q: 3 clusters Score -695677.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -695708.437500 Penalty: 4297.202148
	Iteration 27Q: 3 clusters Score -695708.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -695738.750000 Penalty: 4297.202148
	Iteration 28Q: 3 clusters Score -695738.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -695781.375000 Penalty: 4297.202148
	Iteration 29Q: 3 clusters Score -695781.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -695814.437500 Penalty: 4297.202148
	Iteration 30Q: 3 clusters Score -695814.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -695851.187500 Penalty: 4297.202148
	Iteration 31Q: 3 clusters Score -695851.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -695883.500000 Penalty: 4297.202148
	Iteration 32Q: 3 clusters Score -695883.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -695907.812500 Penalty: 4297.202148
	Iteration 33Q: 3 clusters Score -695907.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -695928.875000 Penalty: 4297.202148
	Iteration 34Q: 3 clusters Score -695928.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -695941.875000 Penalty: 4297.202148
	Iteration 35Q: 3 clusters Score -695941.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -695955.812500 Penalty: 4297.202148
	Iteration 36Q: 3 clusters Score -695955.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -695976.812500 Penalty: 4297.202148
	Iteration 37Q: 3 clusters Score -695976.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -695997.187500 Penalty: 4297.202148
	Iteration 38Q: 3 clusters Score -695997.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -696017.375000 Penalty: 4297.202148
	Iteration 39Q: 3 clusters Score -696017.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -696042.062500 Penalty: 4297.202148
	Iteration 40F: 3 clusters Score -696042.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -696063.687500 Penalty: 4297.202148
	Iteration 41Q: 3 clusters Score -696063.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -696079.500000 Penalty: 4297.202148
	Iteration 42Q: 3 clusters Score -696079.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -696095.187500 Penalty: 4297.202148
	Iteration 43Q: 3 clusters Score -696095.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -696107.000000 Penalty: 4297.202148
	Iteration 44Q: 3 clusters Score -696107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -696122.687500 Penalty: 4297.202148
	Iteration 45Q: 3 clusters Score -696122.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -696133.312500 Penalty: 4297.202148
	Iteration 46Q: 3 clusters Score -696133.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -696140.500000 Penalty: 4297.202148
	Iteration 47Q: 3 clusters Score -696140.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -696143.562500 Penalty: 4297.202148
	Iteration 48Q: 3 clusters Score -696143.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -696147.500000 Penalty: 4297.202148
	Iteration 49Q: 3 clusters Score -696147.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -696149.625000 Penalty: 4297.202148
	Iteration 50Q: 3 clusters Score -696149.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -696152.000000 Penalty: 4297.202148
	Iteration 51Q: 3 clusters Score -696152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -696152.437500 Penalty: 4297.202148
	Iteration 52Q: 3 clusters Score -696152.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -696153.375000 Penalty: 4297.202148
	Iteration 53Q: 3 clusters Score -696153.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -696156.312500 Penalty: 4297.202148
	Iteration 54Q: 3 clusters Score -696156.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -696159.500000 Penalty: 4297.202148
	Iteration 55Q: 3 clusters Score -696159.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -696162.750000 Penalty: 4297.202148
	Iteration 56Q: 3 clusters Score -696162.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -696165.375000 Penalty: 4297.202148
	Iteration 57Q: 3 clusters Score -696165.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -696166.000000 Penalty: 4297.202148
	Iteration 58Q: 3 clusters Score -696166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -696167.250000 Penalty: 4297.202148
	Iteration 59Q: 3 clusters Score -696167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -696168.312500 Penalty: 4297.202148
	Iteration 60F: 3 clusters Score -696168.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -696169.062500 Penalty: 4297.202148
	Iteration 61Q: 3 clusters Score -696169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -696170.250000 Penalty: 4297.202148
	Iteration 62Q: 3 clusters Score -696170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -696172.312500 Penalty: 4297.202148
	Iteration 63Q: 3 clusters Score -696172.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -696173.437500 Penalty: 4297.202148
	Iteration 64Q: 3 clusters Score -696173.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -696175.625000 Penalty: 4297.202148
	Iteration 65Q: 3 clusters Score -696175.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -696178.187500 Penalty: 4297.202148
	Iteration 66Q: 3 clusters Score -696178.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -696179.437500 Penalty: 4297.202148
	Iteration 67Q: 3 clusters Score -696179.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -696181.312500 Penalty: 4297.202148
	Iteration 68Q: 3 clusters Score -696181.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -696180.937500 Penalty: 4297.202148
	Iteration 69Q: 3 clusters Score -696180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -696180.875000 Penalty: 4297.202148
	Iteration 70Q: 3 clusters Score -696180.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -696181.250000 Penalty: 4297.202148
	Iteration 71Q: 3 clusters Score -696181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -696181.250000 Penalty: 4297.202148
	Iteration 72Q: 3 clusters Score -696181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -696181.250000 Penalty: 4297.202148
	Iteration 73F: 3 clusters Score -696181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (31342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Entering Unmasked Estep 
Score: -3809769.500000 Penalty: 2567.473145
	Iteration 0F: 2 clusters Score -3809770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -3788448.500000 Penalty: 5134.946289
	Iteration 0F: 3 clusters Score -3788448 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3796411.000000 Penalty: 5134.946289
	Iteration 1F: 3 clusters Score -3796411 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3797334.500000 Penalty: 5134.946289
	Iteration 2F: 3 clusters Score -3797334 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3798218.000000 Penalty: 5134.946289
	Iteration 3F: 3 clusters Score -3798218 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3798941.500000 Penalty: 5134.946289
	Iteration 4Q: 3 clusters Score -3798942 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3799575.250000 Penalty: 5134.946289
	Iteration 5Q: 3 clusters Score -3799575 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3800150.750000 Penalty: 5134.946289
	Iteration 6Q: 3 clusters Score -3800151 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3800636.250000 Penalty: 5134.946289
	Iteration 7Q: 3 clusters Score -3800636 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -3801037.000000 Penalty: 5134.946289
	Iteration 8Q: 3 clusters Score -3801037 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3801479.500000 Penalty: 5134.946289
	Iteration 9Q: 3 clusters Score -3801480 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -3801950.250000 Penalty: 5134.946289
	Iteration 10Q: 3 clusters Score -3801950 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3802480.250000 Penalty: 5134.946289
	Iteration 11Q: 3 clusters Score -3802480 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3803049.500000 Penalty: 5134.946289
	Iteration 12Q: 3 clusters Score -3803050 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3803583.000000 Penalty: 5134.946289
	Iteration 13Q: 3 clusters Score -3803583 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -3804084.000000 Penalty: 5134.946289
	Iteration 14Q: 3 clusters Score -3804084 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3804517.250000 Penalty: 5134.946289
	Iteration 15Q: 3 clusters Score -3804517 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3804931.500000 Penalty: 5134.946289
	Iteration 16Q: 3 clusters Score -3804932 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3805272.000000 Penalty: 5134.946289
	Iteration 17Q: 3 clusters Score -3805272 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3805611.000000 Penalty: 5134.946289
	Iteration 18Q: 3 clusters Score -3805611 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3805913.500000 Penalty: 5134.946289
	Iteration 19Q: 3 clusters Score -3805914 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3806167.500000 Penalty: 5134.946289
	Iteration 20F: 3 clusters Score -3806168 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3806381.500000 Penalty: 5134.946289
	Iteration 21Q: 3 clusters Score -3806382 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3806539.750000 Penalty: 5134.946289
	Iteration 22Q: 3 clusters Score -3806540 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3806683.250000 Penalty: 5134.946289
	Iteration 23Q: 3 clusters Score -3806683 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3806811.750000 Penalty: 5134.946289
	Iteration 24Q: 3 clusters Score -3806812 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3806939.000000 Penalty: 5134.946289
	Iteration 25Q: 3 clusters Score -3806939 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3807086.500000 Penalty: 5134.946289
	Iteration 26Q: 3 clusters Score -3807086 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3807211.750000 Penalty: 5134.946289
	Iteration 27Q: 3 clusters Score -3807212 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3807307.250000 Penalty: 5134.946289
	Iteration 28Q: 3 clusters Score -3807307 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3807390.000000 Penalty: 5134.946289
	Iteration 29Q: 3 clusters Score -3807390 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3807433.250000 Penalty: 5134.946289
	Iteration 30Q: 3 clusters Score -3807433 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3807490.250000 Penalty: 5134.946289
	Iteration 31Q: 3 clusters Score -3807490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3807513.000000 Penalty: 5134.946289
	Iteration 32Q: 3 clusters Score -3807513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3807547.750000 Penalty: 5134.946289
	Iteration 33Q: 3 clusters Score -3807548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3807573.500000 Penalty: 5134.946289
	Iteration 34Q: 3 clusters Score -3807574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3807588.000000 Penalty: 5134.946289
	Iteration 35Q: 3 clusters Score -3807588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3807605.250000 Penalty: 5134.946289
	Iteration 36Q: 3 clusters Score -3807605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3807617.500000 Penalty: 5134.946289
	Iteration 37Q: 3 clusters Score -3807618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3807625.750000 Penalty: 5134.946289
	Iteration 38Q: 3 clusters Score -3807626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3807639.000000 Penalty: 5134.946289
	Iteration 39Q: 3 clusters Score -3807639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3807645.000000 Penalty: 5134.946289
	Iteration 40F: 3 clusters Score -3807645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3807650.750000 Penalty: 5134.946289
	Iteration 41Q: 3 clusters Score -3807651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3807656.500000 Penalty: 5134.946289
	Iteration 42Q: 3 clusters Score -3807656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3807662.250000 Penalty: 5134.946289
	Iteration 43Q: 3 clusters Score -3807662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3807667.500000 Penalty: 5134.946289
	Iteration 44Q: 3 clusters Score -3807668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3807668.500000 Penalty: 5134.946289
	Iteration 45Q: 3 clusters Score -3807668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3807673.750000 Penalty: 5134.946289
	Iteration 46Q: 3 clusters Score -3807674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3807677.000000 Penalty: 5134.946289
	Iteration 47Q: 3 clusters Score -3807677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3807682.500000 Penalty: 5134.946289
	Iteration 48Q: 3 clusters Score -3807682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3807691.000000 Penalty: 5134.946289
	Iteration 49Q: 3 clusters Score -3807691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3807696.750000 Penalty: 5134.946289
	Iteration 50Q: 3 clusters Score -3807697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3807697.750000 Penalty: 5134.946289
	Iteration 51Q: 3 clusters Score -3807698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3807699.500000 Penalty: 5134.946289
	Iteration 52Q: 3 clusters Score -3807700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3807698.750000 Penalty: 5134.946289
	Iteration 53Q: 3 clusters Score -3807699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3807702.250000 Penalty: 5134.946289
	Iteration 54Q: 3 clusters Score -3807702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3807705.500000 Penalty: 5134.946289
	Iteration 55Q: 3 clusters Score -3807706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3807709.750000 Penalty: 5134.946289
	Iteration 56Q: 3 clusters Score -3807710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3807711.750000 Penalty: 5134.946289
	Iteration 57Q: 3 clusters Score -3807712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3807717.000000 Penalty: 5134.946289
	Iteration 58Q: 3 clusters Score -3807717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3807718.000000 Penalty: 5134.946289
	Iteration 59Q: 3 clusters Score -3807718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3807718.500000 Penalty: 5134.946289
	Iteration 60F: 3 clusters Score -3807718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3807720.500000 Penalty: 5134.946289
	Iteration 61Q: 3 clusters Score -3807720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3807720.500000 Penalty: 5134.946289
	Iteration 62F: 3 clusters Score -3807720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (15849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Entering Unmasked Estep 
Score: -1898366.125000 Penalty: 2398.373535
	Iteration 0F: 2 clusters Score -1898366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1886932.625000 Penalty: 4796.747070
	Iteration 0F: 3 clusters Score -1886933 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1890541.750000 Penalty: 4796.747070
	Iteration 1F: 3 clusters Score -1890542 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1890946.750000 Penalty: 4796.747070
	Iteration 2F: 3 clusters Score -1890947 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1891321.625000 Penalty: 4796.747070
	Iteration 3F: 3 clusters Score -1891322 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1891720.875000 Penalty: 4796.747070
	Iteration 4Q: 3 clusters Score -1891721 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1892154.000000 Penalty: 4796.747070
	Iteration 5Q: 3 clusters Score -1892154 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1892635.375000 Penalty: 4796.747070
	Iteration 6F: 3 clusters Score -1892635 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1893144.500000 Penalty: 4796.747070
	Iteration 7F: 3 clusters Score -1893144 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1893637.375000 Penalty: 4796.747070
	Iteration 8F: 3 clusters Score -1893637 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1894091.500000 Penalty: 4796.747070
	Iteration 9Q: 3 clusters Score -1894092 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1894485.500000 Penalty: 4796.747070
	Iteration 10Q: 3 clusters Score -1894486 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1894811.750000 Penalty: 4796.747070
	Iteration 11Q: 3 clusters Score -1894812 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1895089.500000 Penalty: 4796.747070
	Iteration 12Q: 3 clusters Score -1895090 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1895377.000000 Penalty: 4796.747070
	Iteration 13Q: 3 clusters Score -1895377 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1895612.125000 Penalty: 4796.747070
	Iteration 14Q: 3 clusters Score -1895612 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1895762.000000 Penalty: 4796.747070
	Iteration 15Q: 3 clusters Score -1895762 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1895866.500000 Penalty: 4796.747070
	Iteration 16Q: 3 clusters Score -1895866 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1895937.000000 Penalty: 4796.747070
	Iteration 17Q: 3 clusters Score -1895937 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1895963.000000 Penalty: 4796.747070
	Iteration 18Q: 3 clusters Score -1895963 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1895999.500000 Penalty: 4796.747070
	Iteration 19Q: 3 clusters Score -1896000 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1896021.125000 Penalty: 4796.747070
	Iteration 20F: 3 clusters Score -1896021 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1896036.000000 Penalty: 4796.747070
	Iteration 21Q: 3 clusters Score -1896036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1896044.500000 Penalty: 4796.747070
	Iteration 22Q: 3 clusters Score -1896044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1896053.250000 Penalty: 4796.747070
	Iteration 23Q: 3 clusters Score -1896053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1896056.000000 Penalty: 4796.747070
	Iteration 24Q: 3 clusters Score -1896056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1896053.375000 Penalty: 4796.747070
	Iteration 25Q: 3 clusters Score -1896053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1896059.500000 Penalty: 4796.747070
	Iteration 26Q: 3 clusters Score -1896060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1896061.625000 Penalty: 4796.747070
	Iteration 27Q: 3 clusters Score -1896062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1896065.875000 Penalty: 4796.747070
	Iteration 28Q: 3 clusters Score -1896066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1896067.000000 Penalty: 4796.747070
	Iteration 29Q: 3 clusters Score -1896067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1896065.500000 Penalty: 4796.747070
	Iteration 30Q: 3 clusters Score -1896066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1896074.625000 Penalty: 4796.747070
	Iteration 31Q: 3 clusters Score -1896075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1896072.250000 Penalty: 4796.747070
	Iteration 32Q: 3 clusters Score -1896072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1896070.250000 Penalty: 4796.747070
	Iteration 33Q: 3 clusters Score -1896070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1896072.250000 Penalty: 4796.747070
	Iteration 34Q: 3 clusters Score -1896072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1896075.125000 Penalty: 4796.747070
	Iteration 35Q: 3 clusters Score -1896075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1896075.000000 Penalty: 4796.747070
	Iteration 36Q: 3 clusters Score -1896075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1896076.125000 Penalty: 4796.747070
	Iteration 37Q: 3 clusters Score -1896076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1896074.500000 Penalty: 4796.747070
	Iteration 38Q: 3 clusters Score -1896074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1896074.500000 Penalty: 4796.747070
	Iteration 39F: 3 clusters Score -1896074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (3857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Entering Unmasked Estep 
Score: -455585.500000 Penalty: 2047.895874
	Iteration 0F: 2 clusters Score -455585.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -451769.500000 Penalty: 4095.791748
	Iteration 0F: 3 clusters Score -451769.5 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -452591.937500 Penalty: 4095.791748
	Iteration 1F: 3 clusters Score -452591.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -452838.875000 Penalty: 4095.791748
	Iteration 2F: 3 clusters Score -452838.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -453012.718750 Penalty: 4095.791748
	Iteration 3F: 3 clusters Score -453012.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -453172.437500 Penalty: 4095.791748
	Iteration 4Q: 3 clusters Score -453172.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -453303.750000 Penalty: 4095.791748
	Iteration 5Q: 3 clusters Score -453303.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -453440.781250 Penalty: 4095.791748
	Iteration 6Q: 3 clusters Score -453440.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -453561.906250 Penalty: 4095.791748
	Iteration 7Q: 3 clusters Score -453561.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -453667.812500 Penalty: 4095.791748
	Iteration 8Q: 3 clusters Score -453667.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -453741.687500 Penalty: 4095.791748
	Iteration 9Q: 3 clusters Score -453741.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -453812.062500 Penalty: 4095.791748
	Iteration 10Q: 3 clusters Score -453812.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -453871.906250 Penalty: 4095.791748
	Iteration 11Q: 3 clusters Score -453871.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -453933.000000 Penalty: 4095.791748
	Iteration 12Q: 3 clusters Score -453933 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -454002.656250 Penalty: 4095.791748
	Iteration 13Q: 3 clusters Score -454002.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -454070.968750 Penalty: 4095.791748
	Iteration 14Q: 3 clusters Score -454071 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -454130.906250 Penalty: 4095.791748
	Iteration 15Q: 3 clusters Score -454130.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -454182.187500 Penalty: 4095.791748
	Iteration 16Q: 3 clusters Score -454182.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -454218.562500 Penalty: 4095.791748
	Iteration 17Q: 3 clusters Score -454218.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -454255.125000 Penalty: 4095.791748
	Iteration 18Q: 3 clusters Score -454255.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -454291.875000 Penalty: 4095.791748
	Iteration 19Q: 3 clusters Score -454291.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -454335.375000 Penalty: 4095.791748
	Iteration 20F: 3 clusters Score -454335.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -454369.812500 Penalty: 4095.791748
	Iteration 21Q: 3 clusters Score -454369.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -454389.218750 Penalty: 4095.791748
	Iteration 22Q: 3 clusters Score -454389.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -454403.468750 Penalty: 4095.791748
	Iteration 23Q: 3 clusters Score -454403.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -454409.843750 Penalty: 4095.791748
	Iteration 24Q: 3 clusters Score -454409.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -454418.062500 Penalty: 4095.791748
	Iteration 25Q: 3 clusters Score -454418.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -454422.312500 Penalty: 4095.791748
	Iteration 26Q: 3 clusters Score -454422.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -454424.218750 Penalty: 4095.791748
	Iteration 27Q: 3 clusters Score -454424.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -454430.125000 Penalty: 4095.791748
	Iteration 28Q: 3 clusters Score -454430.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -454437.437500 Penalty: 4095.791748
	Iteration 29Q: 3 clusters Score -454437.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -454442.906250 Penalty: 4095.791748
	Iteration 30Q: 3 clusters Score -454442.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -454449.875000 Penalty: 4095.791748
	Iteration 31Q: 3 clusters Score -454449.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -454454.781250 Penalty: 4095.791748
	Iteration 32Q: 3 clusters Score -454454.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -454460.531250 Penalty: 4095.791748
	Iteration 33Q: 3 clusters Score -454460.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -454466.093750 Penalty: 4095.791748
	Iteration 34Q: 3 clusters Score -454466.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -454471.062500 Penalty: 4095.791748
	Iteration 35Q: 3 clusters Score -454471.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -454476.437500 Penalty: 4095.791748
	Iteration 36Q: 3 clusters Score -454476.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -454479.000000 Penalty: 4095.791748
	Iteration 37Q: 3 clusters Score -454479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -454483.750000 Penalty: 4095.791748
	Iteration 38Q: 3 clusters Score -454483.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -454491.656250 Penalty: 4095.791748
	Iteration 39Q: 3 clusters Score -454491.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -454502.250000 Penalty: 4095.791748
	Iteration 40F: 3 clusters Score -454502.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -454509.656250 Penalty: 4095.791748
	Iteration 41Q: 3 clusters Score -454509.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -454514.968750 Penalty: 4095.791748
	Iteration 42Q: 3 clusters Score -454515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -454523.500000 Penalty: 4095.791748
	Iteration 43Q: 3 clusters Score -454523.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -454527.468750 Penalty: 4095.791748
	Iteration 44Q: 3 clusters Score -454527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -454530.031250 Penalty: 4095.791748
	Iteration 45Q: 3 clusters Score -454530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -454530.781250 Penalty: 4095.791748
	Iteration 46Q: 3 clusters Score -454530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -454531.187500 Penalty: 4095.791748
	Iteration 47Q: 3 clusters Score -454531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -454531.718750 Penalty: 4095.791748
	Iteration 48Q: 3 clusters Score -454531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -454532.375000 Penalty: 4095.791748
	Iteration 49Q: 3 clusters Score -454532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -454532.375000 Penalty: 4095.791748
	Iteration 50F: 3 clusters Score -454532.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -211456.406250 Penalty: 1856.680054
	Iteration 0F: 2 clusters Score -211456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -208995.359375 Penalty: 3713.360107
	Iteration 0F: 3 clusters Score -208995.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -209483.156250 Penalty: 3713.360107
	Iteration 1F: 3 clusters Score -209483.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -209626.375000 Penalty: 3713.360107
	Iteration 2F: 3 clusters Score -209626.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -209707.859375 Penalty: 3713.360107
	Iteration 3Q: 3 clusters Score -209707.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -209761.296875 Penalty: 3713.360107
	Iteration 4Q: 3 clusters Score -209761.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -209815.765625 Penalty: 3713.360107
	Iteration 5Q: 3 clusters Score -209815.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -209856.890625 Penalty: 3713.360107
	Iteration 6Q: 3 clusters Score -209856.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -209887.062500 Penalty: 3713.360107
	Iteration 7Q: 3 clusters Score -209887.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -209923.343750 Penalty: 3713.360107
	Iteration 8Q: 3 clusters Score -209923.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -209953.062500 Penalty: 3713.360107
	Iteration 9Q: 3 clusters Score -209953.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -209965.515625 Penalty: 3713.360107
	Iteration 10Q: 3 clusters Score -209965.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -209976.375000 Penalty: 3713.360107
	Iteration 11Q: 3 clusters Score -209976.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -209994.765625 Penalty: 3713.360107
	Iteration 12Q: 3 clusters Score -209994.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -210010.109375 Penalty: 3713.360107
	Iteration 13Q: 3 clusters Score -210010.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -210030.203125 Penalty: 3713.360107
	Iteration 14Q: 3 clusters Score -210030.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -210038.687500 Penalty: 3713.360107
	Iteration 15Q: 3 clusters Score -210038.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -210047.156250 Penalty: 3713.360107
	Iteration 16Q: 3 clusters Score -210047.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -210056.234375 Penalty: 3713.360107
	Iteration 17Q: 3 clusters Score -210056.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -210063.937500 Penalty: 3713.360107
	Iteration 18Q: 3 clusters Score -210063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -210067.406250 Penalty: 3713.360107
	Iteration 19Q: 3 clusters Score -210067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -210069.437500 Penalty: 3713.360107
	Iteration 20F: 3 clusters Score -210069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -210070.390625 Penalty: 3713.360107
	Iteration 21Q: 3 clusters Score -210070.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -210070.390625 Penalty: 3713.360107
	Iteration 22F: 3 clusters Score -210070.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -113162.773438 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -113162.8 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 481 members 
Entering Unmasked Estep 
Score: -111272.117188 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -111272.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -111535.710938 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -111535.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111593.859375 Penalty: 3419.756348
	Iteration 2Q: 3 clusters Score -111593.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111620.265625 Penalty: 3419.756348
	Iteration 3Q: 3 clusters Score -111620.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111638.617188 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -111638.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111645.359375 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -111645.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111654.585938 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -111654.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -111667.070312 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -111667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111673.210938 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -111673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111687.203125 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -111687.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111706.007812 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -111706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111719.656250 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -111719.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111732.062500 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -111732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111735.210938 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -111735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111738.578125 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -111738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111740.218750 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -111740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111743.335938 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -111743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111746.218750 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -111746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111748.742188 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -111748.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111752.218750 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -111752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111756.867188 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -111756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111763.750000 Penalty: 3419.756348
	Iteration 21Q: 3 clusters Score -111763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111766.929688 Penalty: 3419.756348
	Iteration 22Q: 3 clusters Score -111766.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111770.367188 Penalty: 3419.756348
	Iteration 23Q: 3 clusters Score -111770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111773.210938 Penalty: 3419.756348
	Iteration 24Q: 3 clusters Score -111773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111775.242188 Penalty: 3419.756348
	Iteration 25Q: 3 clusters Score -111775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111775.242188 Penalty: 3419.756348
	Iteration 26F: 3 clusters Score -111775.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Entering Unmasked Estep 
Score: -925710.187500 Penalty: 2148.343994
	Iteration 0F: 2 clusters Score -925710.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -920631.812500 Penalty: 4296.687988
	Iteration 0F: 3 clusters Score -920631.8 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -922078.687500 Penalty: 4296.687988
	Iteration 1F: 3 clusters Score -922078.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -922554.750000 Penalty: 4296.687988
	Iteration 2F: 3 clusters Score -922554.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -923090.062500 Penalty: 4296.687988
	Iteration 3F: 3 clusters Score -923090.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -923639.375000 Penalty: 4296.687988
	Iteration 4F: 3 clusters Score -923639.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -924112.437500 Penalty: 4296.687988
	Iteration 5F: 3 clusters Score -924112.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -924452.562500 Penalty: 4296.687988
	Iteration 6F: 3 clusters Score -924452.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -924651.187500 Penalty: 4296.687988
	Iteration 7Q: 3 clusters Score -924651.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -924767.625000 Penalty: 4296.687988
	Iteration 8Q: 3 clusters Score -924767.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -924832.437500 Penalty: 4296.687988
	Iteration 9Q: 3 clusters Score -924832.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -924867.812500 Penalty: 4296.687988
	Iteration 10Q: 3 clusters Score -924867.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -924905.375000 Penalty: 4296.687988
	Iteration 11Q: 3 clusters Score -924905.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -924941.250000 Penalty: 4296.687988
	Iteration 12Q: 3 clusters Score -924941.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -924968.500000 Penalty: 4296.687988
	Iteration 13Q: 3 clusters Score -924968.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -924995.375000 Penalty: 4296.687988
	Iteration 14Q: 3 clusters Score -924995.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -925033.000000 Penalty: 4296.687988
	Iteration 15Q: 3 clusters Score -925033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -925065.875000 Penalty: 4296.687988
	Iteration 16Q: 3 clusters Score -925065.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -925087.375000 Penalty: 4296.687988
	Iteration 17Q: 3 clusters Score -925087.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -925101.687500 Penalty: 4296.687988
	Iteration 18Q: 3 clusters Score -925101.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -925117.125000 Penalty: 4296.687988
	Iteration 19Q: 3 clusters Score -925117.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -925135.500000 Penalty: 4296.687988
	Iteration 20F: 3 clusters Score -925135.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -925151.125000 Penalty: 4296.687988
	Iteration 21Q: 3 clusters Score -925151.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -925172.687500 Penalty: 4296.687988
	Iteration 22Q: 3 clusters Score -925172.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -925189.062500 Penalty: 4296.687988
	Iteration 23Q: 3 clusters Score -925189.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -925197.187500 Penalty: 4296.687988
	Iteration 24Q: 3 clusters Score -925197.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -925205.812500 Penalty: 4296.687988
	Iteration 25Q: 3 clusters Score -925205.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -925214.000000 Penalty: 4296.687988
	Iteration 26Q: 3 clusters Score -925214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -925221.500000 Penalty: 4296.687988
	Iteration 27Q: 3 clusters Score -925221.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -925227.625000 Penalty: 4296.687988
	Iteration 28Q: 3 clusters Score -925227.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -925230.312500 Penalty: 4296.687988
	Iteration 29Q: 3 clusters Score -925230.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -925235.312500 Penalty: 4296.687988
	Iteration 30Q: 3 clusters Score -925235.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -925240.437500 Penalty: 4296.687988
	Iteration 31Q: 3 clusters Score -925240.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -925239.562500 Penalty: 4296.687988
	Iteration 32Q: 3 clusters Score -925239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -925240.687500 Penalty: 4296.687988
	Iteration 33Q: 3 clusters Score -925240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -925240.500000 Penalty: 4296.687988
	Iteration 34Q: 3 clusters Score -925240.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -925241.812500 Penalty: 4296.687988
	Iteration 35Q: 3 clusters Score -925241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -925241.750000 Penalty: 4296.687988
	Iteration 36Q: 3 clusters Score -925241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -925241.750000 Penalty: 4296.687988
	Iteration 37F: 3 clusters Score -925241.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (10992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Entering Unmasked Estep 
Score: -1210801.250000 Penalty: 2307.620850
	Iteration 0F: 2 clusters Score -1210801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1202508.625000 Penalty: 4615.241699
	Iteration 0F: 3 clusters Score -1202509 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1205129.375000 Penalty: 4615.241699
	Iteration 1F: 3 clusters Score -1205129 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1205677.125000 Penalty: 4615.241699
	Iteration 2F: 3 clusters Score -1205677 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1206134.125000 Penalty: 4615.241699
	Iteration 3F: 3 clusters Score -1206134 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1206563.500000 Penalty: 4615.241699
	Iteration 4F: 3 clusters Score -1206564 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1207006.875000 Penalty: 4615.241699
	Iteration 5F: 3 clusters Score -1207007 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1207452.375000 Penalty: 4615.241699
	Iteration 6F: 3 clusters Score -1207452 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1207848.500000 Penalty: 4615.241699
	Iteration 7Q: 3 clusters Score -1207848 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1208168.625000 Penalty: 4615.241699
	Iteration 8Q: 3 clusters Score -1208169 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1208440.875000 Penalty: 4615.241699
	Iteration 9Q: 3 clusters Score -1208441 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1208631.000000 Penalty: 4615.241699
	Iteration 10Q: 3 clusters Score -1208631 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1208764.125000 Penalty: 4615.241699
	Iteration 11Q: 3 clusters Score -1208764 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1208882.375000 Penalty: 4615.241699
	Iteration 12Q: 3 clusters Score -1208882 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1208949.875000 Penalty: 4615.241699
	Iteration 13Q: 3 clusters Score -1208950 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1208987.375000 Penalty: 4615.241699
	Iteration 14Q: 3 clusters Score -1208987 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1209012.750000 Penalty: 4615.241699
	Iteration 15Q: 3 clusters Score -1209013 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1209030.375000 Penalty: 4615.241699
	Iteration 16Q: 3 clusters Score -1209030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1209049.125000 Penalty: 4615.241699
	Iteration 17Q: 3 clusters Score -1209049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1209065.875000 Penalty: 4615.241699
	Iteration 18Q: 3 clusters Score -1209066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1209077.125000 Penalty: 4615.241699
	Iteration 19Q: 3 clusters Score -1209077 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1209091.500000 Penalty: 4615.241699
	Iteration 20F: 3 clusters Score -1209092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1209093.875000 Penalty: 4615.241699
	Iteration 21Q: 3 clusters Score -1209094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1209109.625000 Penalty: 4615.241699
	Iteration 22Q: 3 clusters Score -1209110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1209122.875000 Penalty: 4615.241699
	Iteration 23Q: 3 clusters Score -1209123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1209129.375000 Penalty: 4615.241699
	Iteration 24Q: 3 clusters Score -1209129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1209144.750000 Penalty: 4615.241699
	Iteration 25Q: 3 clusters Score -1209145 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1209169.250000 Penalty: 4615.241699
	Iteration 26Q: 3 clusters Score -1209169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1209182.875000 Penalty: 4615.241699
	Iteration 27Q: 3 clusters Score -1209183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1209191.000000 Penalty: 4615.241699
	Iteration 28Q: 3 clusters Score -1209191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1209195.750000 Penalty: 4615.241699
	Iteration 29Q: 3 clusters Score -1209196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1209204.750000 Penalty: 4615.241699
	Iteration 30Q: 3 clusters Score -1209205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1209203.625000 Penalty: 4615.241699
	Iteration 31Q: 3 clusters Score -1209204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1209209.875000 Penalty: 4615.241699
	Iteration 32Q: 3 clusters Score -1209210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1209216.125000 Penalty: 4615.241699
	Iteration 33Q: 3 clusters Score -1209216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1209222.625000 Penalty: 4615.241699
	Iteration 34Q: 3 clusters Score -1209223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1209221.750000 Penalty: 4615.241699
	Iteration 35Q: 3 clusters Score -1209222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1209223.125000 Penalty: 4615.241699
	Iteration 36Q: 3 clusters Score -1209223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1209224.375000 Penalty: 4615.241699
	Iteration 37Q: 3 clusters Score -1209224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1209230.000000 Penalty: 4615.241699
	Iteration 38Q: 3 clusters Score -1209230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1209232.500000 Penalty: 4615.241699
	Iteration 39Q: 3 clusters Score -1209232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1209236.625000 Penalty: 4615.241699
	Iteration 40F: 3 clusters Score -1209237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1209237.000000 Penalty: 4615.241699
	Iteration 41Q: 3 clusters Score -1209237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1209238.125000 Penalty: 4615.241699
	Iteration 42Q: 3 clusters Score -1209238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1209238.500000 Penalty: 4615.241699
	Iteration 43Q: 3 clusters Score -1209238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1209237.625000 Penalty: 4615.241699
	Iteration 44Q: 3 clusters Score -1209238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1209238.375000 Penalty: 4615.241699
	Iteration 45Q: 3 clusters Score -1209238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1209238.750000 Penalty: 4615.241699
	Iteration 46Q: 3 clusters Score -1209239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1209239.000000 Penalty: 4615.241699
	Iteration 47Q: 3 clusters Score -1209239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1209238.375000 Penalty: 4615.241699
	Iteration 48Q: 3 clusters Score -1209238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1209242.250000 Penalty: 4615.241699
	Iteration 49Q: 3 clusters Score -1209242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1209241.250000 Penalty: 4615.241699
	Iteration 50Q: 3 clusters Score -1209241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1209242.375000 Penalty: 4615.241699
	Iteration 51Q: 3 clusters Score -1209242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1209245.375000 Penalty: 4615.241699
	Iteration 52Q: 3 clusters Score -1209245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1209247.875000 Penalty: 4615.241699
	Iteration 53Q: 3 clusters Score -1209248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1209248.750000 Penalty: 4615.241699
	Iteration 54Q: 3 clusters Score -1209249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1209249.375000 Penalty: 4615.241699
	Iteration 55Q: 3 clusters Score -1209249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1209249.125000 Penalty: 4615.241699
	Iteration 56Q: 3 clusters Score -1209249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1209251.000000 Penalty: 4615.241699
	Iteration 57Q: 3 clusters Score -1209251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1209250.375000 Penalty: 4615.241699
	Iteration 58Q: 3 clusters Score -1209250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1209255.750000 Penalty: 4615.241699
	Iteration 59Q: 3 clusters Score -1209256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1209255.000000 Penalty: 4615.241699
	Iteration 60F: 3 clusters Score -1209255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1209259.000000 Penalty: 4615.241699
	Iteration 61Q: 3 clusters Score -1209259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1209261.375000 Penalty: 4615.241699
	Iteration 62Q: 3 clusters Score -1209261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1209263.375000 Penalty: 4615.241699
	Iteration 63Q: 3 clusters Score -1209263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1209265.250000 Penalty: 4615.241699
	Iteration 64Q: 3 clusters Score -1209265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1209268.625000 Penalty: 4615.241699
	Iteration 65Q: 3 clusters Score -1209269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1209268.125000 Penalty: 4615.241699
	Iteration 66Q: 3 clusters Score -1209268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1209268.875000 Penalty: 4615.241699
	Iteration 67Q: 3 clusters Score -1209269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1209269.375000 Penalty: 4615.241699
	Iteration 68Q: 3 clusters Score -1209269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1209267.875000 Penalty: 4615.241699
	Iteration 69Q: 3 clusters Score -1209268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1209268.375000 Penalty: 4615.241699
	Iteration 70Q: 3 clusters Score -1209268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1209267.875000 Penalty: 4615.241699
	Iteration 71Q: 3 clusters Score -1209268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1209270.750000 Penalty: 4615.241699
	Iteration 72Q: 3 clusters Score -1209271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1209269.625000 Penalty: 4615.241699
	Iteration 73Q: 3 clusters Score -1209270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1209269.875000 Penalty: 4615.241699
	Iteration 74Q: 3 clusters Score -1209270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1209269.375000 Penalty: 4615.241699
	Iteration 75Q: 3 clusters Score -1209269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1209269.375000 Penalty: 4615.241699
	Iteration 76F: 3 clusters Score -1209269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -32599.896484 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -32599.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31301.457031 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -31301.46 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31557.636719 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -31557.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -31607.568359 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -31607.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31646.925781 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -31646.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31681.427734 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -31681.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -31764.210938 Penalty: 3079.460693
	Iteration 5F: 3 clusters Score -31764.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -31846.849609 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -31846.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -31878.751953 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -31878.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -31891.964844 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -31891.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -31899.580078 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -31899.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -31901.630859 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -31901.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -31904.708984 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -31904.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -31909.511719 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -31909.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -31916.556641 Penalty: 3079.460693
	Iteration 13Q: 3 clusters Score -31916.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -31920.683594 Penalty: 3079.460693
	Iteration 14Q: 3 clusters Score -31920.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -31923.406250 Penalty: 3079.460693
	Iteration 15Q: 3 clusters Score -31923.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -31923.406250 Penalty: 3079.460693
	Iteration 16F: 3 clusters Score -31923.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -269057.750000 Penalty: 1954.907715
	Iteration 0F: 2 clusters Score -269057.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -266075.156250 Penalty: 3909.815430
	Iteration 0F: 3 clusters Score -266075.2 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -266741.531250 Penalty: 3909.815430
	Iteration 1F: 3 clusters Score -266741.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -266962.500000 Penalty: 3909.815430
	Iteration 2F: 3 clusters Score -266962.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -267094.218750 Penalty: 3909.815430
	Iteration 3F: 3 clusters Score -267094.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -267189.468750 Penalty: 3909.815430
	Iteration 4Q: 3 clusters Score -267189.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -267272.718750 Penalty: 3909.815430
	Iteration 5Q: 3 clusters Score -267272.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -267326.781250 Penalty: 3909.815430
	Iteration 6Q: 3 clusters Score -267326.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -267399.406250 Penalty: 3909.815430
	Iteration 7Q: 3 clusters Score -267399.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -267487.406250 Penalty: 3909.815430
	Iteration 8Q: 3 clusters Score -267487.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -267571.250000 Penalty: 3909.815430
	Iteration 9Q: 3 clusters Score -267571.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -267649.093750 Penalty: 3909.815430
	Iteration 10Q: 3 clusters Score -267649.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -267749.062500 Penalty: 3909.815430
	Iteration 11Q: 3 clusters Score -267749.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -267863.781250 Penalty: 3909.815430
	Iteration 12Q: 3 clusters Score -267863.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -267968.500000 Penalty: 3909.815430
	Iteration 13Q: 3 clusters Score -267968.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -268037.625000 Penalty: 3909.815430
	Iteration 14Q: 3 clusters Score -268037.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -268092.937500 Penalty: 3909.815430
	Iteration 15Q: 3 clusters Score -268092.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -268135.812500 Penalty: 3909.815430
	Iteration 16Q: 3 clusters Score -268135.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -268169.156250 Penalty: 3909.815430
	Iteration 17Q: 3 clusters Score -268169.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -268190.625000 Penalty: 3909.815430
	Iteration 18Q: 3 clusters Score -268190.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -268202.718750 Penalty: 3909.815430
	Iteration 19Q: 3 clusters Score -268202.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -268211.343750 Penalty: 3909.815430
	Iteration 20F: 3 clusters Score -268211.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -268213.781250 Penalty: 3909.815430
	Iteration 21Q: 3 clusters Score -268213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -268216.750000 Penalty: 3909.815430
	Iteration 22Q: 3 clusters Score -268216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -268217.781250 Penalty: 3909.815430
	Iteration 23Q: 3 clusters Score -268217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -268218.093750 Penalty: 3909.815430
	Iteration 24Q: 3 clusters Score -268218.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -268218.093750 Penalty: 3909.815430
	Iteration 25F: 3 clusters Score -268218.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -198308.328125 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -198308.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -195914.562500 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -195914.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -196308.468750 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -196308.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -196428.484375 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -196428.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -196500.125000 Penalty: 3689.146484
	Iteration 3Q: 3 clusters Score -196500.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -196539.812500 Penalty: 3689.146484
	Iteration 4Q: 3 clusters Score -196539.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -196585.843750 Penalty: 3689.146484
	Iteration 5Q: 3 clusters Score -196585.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -196623.468750 Penalty: 3689.146484
	Iteration 6Q: 3 clusters Score -196623.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -196646.171875 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -196646.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -196660.984375 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -196661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -196670.203125 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -196670.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -196680.125000 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -196680.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -196687.546875 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -196687.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -196700.187500 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -196700.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -196712.031250 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -196712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -196724.140625 Penalty: 3689.146484
	Iteration 14Q: 3 clusters Score -196724.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -196733.078125 Penalty: 3689.146484
	Iteration 15Q: 3 clusters Score -196733.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -196744.390625 Penalty: 3689.146484
	Iteration 16Q: 3 clusters Score -196744.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -196755.359375 Penalty: 3689.146484
	Iteration 17Q: 3 clusters Score -196755.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -196765.500000 Penalty: 3689.146484
	Iteration 18Q: 3 clusters Score -196765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -196768.781250 Penalty: 3689.146484
	Iteration 19Q: 3 clusters Score -196768.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -196772.187500 Penalty: 3689.146484
	Iteration 20F: 3 clusters Score -196772.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -196780.031250 Penalty: 3689.146484
	Iteration 21Q: 3 clusters Score -196780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -196786.796875 Penalty: 3689.146484
	Iteration 22Q: 3 clusters Score -196786.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -196798.671875 Penalty: 3689.146484
	Iteration 23Q: 3 clusters Score -196798.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -196806.484375 Penalty: 3689.146484
	Iteration 24Q: 3 clusters Score -196806.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -196816.828125 Penalty: 3689.146484
	Iteration 25Q: 3 clusters Score -196816.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -196825.515625 Penalty: 3689.146484
	Iteration 26Q: 3 clusters Score -196825.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -196838.375000 Penalty: 3689.146484
	Iteration 27Q: 3 clusters Score -196838.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -196857.359375 Penalty: 3689.146484
	Iteration 28Q: 3 clusters Score -196857.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -196876.921875 Penalty: 3689.146484
	Iteration 29Q: 3 clusters Score -196876.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -196890.031250 Penalty: 3689.146484
	Iteration 30Q: 3 clusters Score -196890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -196900.000000 Penalty: 3689.146484
	Iteration 31Q: 3 clusters Score -196900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -196906.421875 Penalty: 3689.146484
	Iteration 32Q: 3 clusters Score -196906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -196908.546875 Penalty: 3689.146484
	Iteration 33Q: 3 clusters Score -196908.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -196910.984375 Penalty: 3689.146484
	Iteration 34Q: 3 clusters Score -196911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -196912.015625 Penalty: 3689.146484
	Iteration 35Q: 3 clusters Score -196912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -196915.281250 Penalty: 3689.146484
	Iteration 36Q: 3 clusters Score -196915.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -196920.375000 Penalty: 3689.146484
	Iteration 37Q: 3 clusters Score -196920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -196925.609375 Penalty: 3689.146484
	Iteration 38Q: 3 clusters Score -196925.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -196932.140625 Penalty: 3689.146484
	Iteration 39Q: 3 clusters Score -196932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -196935.562500 Penalty: 3689.146484
	Iteration 40F: 3 clusters Score -196935.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -196939.812500 Penalty: 3689.146484
	Iteration 41Q: 3 clusters Score -196939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -196943.484375 Penalty: 3689.146484
	Iteration 42Q: 3 clusters Score -196943.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -196946.562500 Penalty: 3689.146484
	Iteration 43Q: 3 clusters Score -196946.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -196946.921875 Penalty: 3689.146484
	Iteration 44Q: 3 clusters Score -196946.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -196946.921875 Penalty: 3689.146484
	Iteration 45F: 3 clusters Score -196946.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -95590.929688 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -95590.93 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 338 members 
Entering Unmasked Estep 
Score: -93963.664062 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -93963.66 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -94233.851562 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -94233.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -94434.679688 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -94434.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -94532.421875 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -94532.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -94593.968750 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -94593.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94634.562500 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -94634.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -94704.867188 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -94704.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -94753.515625 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -94753.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -94821.726562 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -94821.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -94832.109375 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -94832.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -94838.960938 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -94838.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -94843.742188 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -94843.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -94845.265625 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -94845.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -94845.265625 Penalty: 3193.917725
	Iteration 13F: 3 clusters Score -94845.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Entering Unmasked Estep 
Score: -274137.843750 Penalty: 1923.111328
	Iteration 0F: 2 clusters Score -274137.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -271272.406250 Penalty: 3846.222656
	Iteration 0F: 3 clusters Score -271272.4 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -271772.250000 Penalty: 3846.222656
	Iteration 1F: 3 clusters Score -271772.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -271931.062500 Penalty: 3846.222656
	Iteration 2F: 3 clusters Score -271931.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -272089.968750 Penalty: 3846.222656
	Iteration 3F: 3 clusters Score -272090 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -272230.718750 Penalty: 3846.222656
	Iteration 4F: 3 clusters Score -272230.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -272372.781250 Penalty: 3846.222656
	Iteration 5Q: 3 clusters Score -272372.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -272513.875000 Penalty: 3846.222656
	Iteration 6Q: 3 clusters Score -272513.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -272641.593750 Penalty: 3846.222656
	Iteration 7Q: 3 clusters Score -272641.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -272722.187500 Penalty: 3846.222656
	Iteration 8Q: 3 clusters Score -272722.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -272773.187500 Penalty: 3846.222656
	Iteration 9Q: 3 clusters Score -272773.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -272817.687500 Penalty: 3846.222656
	Iteration 10Q: 3 clusters Score -272817.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -272853.218750 Penalty: 3846.222656
	Iteration 11Q: 3 clusters Score -272853.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -272872.312500 Penalty: 3846.222656
	Iteration 12Q: 3 clusters Score -272872.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -272884.437500 Penalty: 3846.222656
	Iteration 13Q: 3 clusters Score -272884.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -272890.625000 Penalty: 3846.222656
	Iteration 14Q: 3 clusters Score -272890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -272894.281250 Penalty: 3846.222656
	Iteration 15Q: 3 clusters Score -272894.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -272894.281250 Penalty: 3846.222656
	Iteration 16F: 3 clusters Score -272894.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -261329.140625 Penalty: 1915.443481
	Iteration 0F: 2 clusters Score -261329.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -258531.921875 Penalty: 3830.886963
	Iteration 0F: 3 clusters Score -258531.9 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -259100.421875 Penalty: 3830.886963
	Iteration 1F: 3 clusters Score -259100.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -259352.609375 Penalty: 3830.886963
	Iteration 2F: 3 clusters Score -259352.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -259567.796875 Penalty: 3830.886963
	Iteration 3F: 3 clusters Score -259567.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -259686.921875 Penalty: 3830.886963
	Iteration 4Q: 3 clusters Score -259686.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -259756.390625 Penalty: 3830.886963
	Iteration 5Q: 3 clusters Score -259756.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -259818.984375 Penalty: 3830.886963
	Iteration 6Q: 3 clusters Score -259819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -259856.156250 Penalty: 3830.886963
	Iteration 7Q: 3 clusters Score -259856.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -259876.578125 Penalty: 3830.886963
	Iteration 8Q: 3 clusters Score -259876.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -259899.765625 Penalty: 3830.886963
	Iteration 9Q: 3 clusters Score -259899.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -259916.781250 Penalty: 3830.886963
	Iteration 10Q: 3 clusters Score -259916.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -259940.265625 Penalty: 3830.886963
	Iteration 11Q: 3 clusters Score -259940.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -259965.500000 Penalty: 3830.886963
	Iteration 12Q: 3 clusters Score -259965.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -259995.687500 Penalty: 3830.886963
	Iteration 13Q: 3 clusters Score -259995.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -260019.078125 Penalty: 3830.886963
	Iteration 14Q: 3 clusters Score -260019.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -260044.265625 Penalty: 3830.886963
	Iteration 15Q: 3 clusters Score -260044.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -260065.906250 Penalty: 3830.886963
	Iteration 16Q: 3 clusters Score -260065.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -260078.390625 Penalty: 3830.886963
	Iteration 17Q: 3 clusters Score -260078.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -260088.421875 Penalty: 3830.886963
	Iteration 18Q: 3 clusters Score -260088.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -260097.718750 Penalty: 3830.886963
	Iteration 19Q: 3 clusters Score -260097.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -260113.781250 Penalty: 3830.886963
	Iteration 20F: 3 clusters Score -260113.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -260144.078125 Penalty: 3830.886963
	Iteration 21Q: 3 clusters Score -260144.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -260171.406250 Penalty: 3830.886963
	Iteration 22Q: 3 clusters Score -260171.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -260203.687500 Penalty: 3830.886963
	Iteration 23Q: 3 clusters Score -260203.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -260237.281250 Penalty: 3830.886963
	Iteration 24Q: 3 clusters Score -260237.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -260260.234375 Penalty: 3830.886963
	Iteration 25Q: 3 clusters Score -260260.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -260275.687500 Penalty: 3830.886963
	Iteration 26Q: 3 clusters Score -260275.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -260298.125000 Penalty: 3830.886963
	Iteration 27Q: 3 clusters Score -260298.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -260311.734375 Penalty: 3830.886963
	Iteration 28Q: 3 clusters Score -260311.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -260332.390625 Penalty: 3830.886963
	Iteration 29Q: 3 clusters Score -260332.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -260351.921875 Penalty: 3830.886963
	Iteration 30Q: 3 clusters Score -260351.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -260371.875000 Penalty: 3830.886963
	Iteration 31Q: 3 clusters Score -260371.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -260385.921875 Penalty: 3830.886963
	Iteration 32Q: 3 clusters Score -260385.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -260405.562500 Penalty: 3830.886963
	Iteration 33Q: 3 clusters Score -260405.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -260426.515625 Penalty: 3830.886963
	Iteration 34Q: 3 clusters Score -260426.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -260446.296875 Penalty: 3830.886963
	Iteration 35Q: 3 clusters Score -260446.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -260474.875000 Penalty: 3830.886963
	Iteration 36Q: 3 clusters Score -260474.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -260513.625000 Penalty: 3830.886963
	Iteration 37Q: 3 clusters Score -260513.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -260573.328125 Penalty: 3830.886963
	Iteration 38Q: 3 clusters Score -260573.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -260644.593750 Penalty: 3830.886963
	Iteration 39Q: 3 clusters Score -260644.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -260761.546875 Penalty: 3830.886963
	Iteration 40F: 3 clusters Score -260761.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -260837.718750 Penalty: 3830.886963
	Iteration 41Q: 3 clusters Score -260837.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -260874.062500 Penalty: 3830.886963
	Iteration 42Q: 3 clusters Score -260874.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -260907.796875 Penalty: 3830.886963
	Iteration 43Q: 3 clusters Score -260907.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -260939.562500 Penalty: 3830.886963
	Iteration 44Q: 3 clusters Score -260939.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -260953.656250 Penalty: 3830.886963
	Iteration 45Q: 3 clusters Score -260953.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -260960.390625 Penalty: 3830.886963
	Iteration 46Q: 3 clusters Score -260960.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -260963.375000 Penalty: 3830.886963
	Iteration 47Q: 3 clusters Score -260963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -260965.000000 Penalty: 3830.886963
	Iteration 48Q: 3 clusters Score -260965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -260965.500000 Penalty: 3830.886963
	Iteration 49Q: 3 clusters Score -260965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -260966.234375 Penalty: 3830.886963
	Iteration 50Q: 3 clusters Score -260966.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -260966.234375 Penalty: 3830.886963
	Iteration 51F: 3 clusters Score -260966.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (3384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Entering Unmasked Estep 
Score: -344513.437500 Penalty: 2015.449829
	Iteration 0F: 2 clusters Score -344513.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -341041.812500 Penalty: 4030.899658
	Iteration 0F: 3 clusters Score -341041.8 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -341822.375000 Penalty: 4030.899658
	Iteration 1F: 3 clusters Score -341822.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -342087.812500 Penalty: 4030.899658
	Iteration 2F: 3 clusters Score -342087.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -342268.718750 Penalty: 4030.899658
	Iteration 3F: 3 clusters Score -342268.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -342436.062500 Penalty: 4030.899658
	Iteration 4F: 3 clusters Score -342436.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -342600.625000 Penalty: 4030.899658
	Iteration 5F: 3 clusters Score -342600.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -342728.531250 Penalty: 4030.899658
	Iteration 6Q: 3 clusters Score -342728.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -342856.187500 Penalty: 4030.899658
	Iteration 7Q: 3 clusters Score -342856.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -342957.937500 Penalty: 4030.899658
	Iteration 8Q: 3 clusters Score -342957.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -343063.937500 Penalty: 4030.899658
	Iteration 9Q: 3 clusters Score -343063.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -343166.968750 Penalty: 4030.899658
	Iteration 10Q: 3 clusters Score -343167 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -343306.968750 Penalty: 4030.899658
	Iteration 11Q: 3 clusters Score -343307 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -343474.437500 Penalty: 4030.899658
	Iteration 12Q: 3 clusters Score -343474.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -343582.562500 Penalty: 4030.899658
	Iteration 13Q: 3 clusters Score -343582.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -343656.812500 Penalty: 4030.899658
	Iteration 14Q: 3 clusters Score -343656.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -343702.250000 Penalty: 4030.899658
	Iteration 15Q: 3 clusters Score -343702.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -343729.656250 Penalty: 4030.899658
	Iteration 16Q: 3 clusters Score -343729.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -343745.093750 Penalty: 4030.899658
	Iteration 17Q: 3 clusters Score -343745.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -343759.468750 Penalty: 4030.899658
	Iteration 18Q: 3 clusters Score -343759.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -343770.781250 Penalty: 4030.899658
	Iteration 19Q: 3 clusters Score -343770.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -343782.156250 Penalty: 4030.899658
	Iteration 20F: 3 clusters Score -343782.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -343787.406250 Penalty: 4030.899658
	Iteration 21Q: 3 clusters Score -343787.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -343791.718750 Penalty: 4030.899658
	Iteration 22Q: 3 clusters Score -343791.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -343796.187500 Penalty: 4030.899658
	Iteration 23Q: 3 clusters Score -343796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -343797.750000 Penalty: 4030.899658
	Iteration 24Q: 3 clusters Score -343797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -343802.875000 Penalty: 4030.899658
	Iteration 25Q: 3 clusters Score -343802.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -343804.781250 Penalty: 4030.899658
	Iteration 26Q: 3 clusters Score -343804.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -343809.281250 Penalty: 4030.899658
	Iteration 27Q: 3 clusters Score -343809.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -343814.968750 Penalty: 4030.899658
	Iteration 28Q: 3 clusters Score -343815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -343817.156250 Penalty: 4030.899658
	Iteration 29Q: 3 clusters Score -343817.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -343819.937500 Penalty: 4030.899658
	Iteration 30Q: 3 clusters Score -343819.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -343823.031250 Penalty: 4030.899658
	Iteration 31Q: 3 clusters Score -343823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -343825.656250 Penalty: 4030.899658
	Iteration 32Q: 3 clusters Score -343825.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -343826.125000 Penalty: 4030.899658
	Iteration 33Q: 3 clusters Score -343826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -343826.125000 Penalty: 4030.899658
	Iteration 34F: 3 clusters Score -343826.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -156255.734375 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -156255.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -154094.703125 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -154094.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -154428.140625 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -154428.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -154534.906250 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -154534.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -154620.671875 Penalty: 3571.410645
	Iteration 3Q: 3 clusters Score -154620.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -154710.093750 Penalty: 3571.410645
	Iteration 4Q: 3 clusters Score -154710.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -154795.640625 Penalty: 3571.410645
	Iteration 5Q: 3 clusters Score -154795.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -154866.281250 Penalty: 3571.410645
	Iteration 6Q: 3 clusters Score -154866.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -154922.265625 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -154922.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -154974.125000 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -154974.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -155012.937500 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -155012.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -155050.031250 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -155050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -155084.484375 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -155084.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -155114.078125 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -155114.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -155132.937500 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -155132.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -155149.328125 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -155149.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -155161.406250 Penalty: 3571.410645
	Iteration 15Q: 3 clusters Score -155161.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -155184.140625 Penalty: 3571.410645
	Iteration 16Q: 3 clusters Score -155184.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -155192.765625 Penalty: 3571.410645
	Iteration 17Q: 3 clusters Score -155192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -155196.796875 Penalty: 3571.410645
	Iteration 18Q: 3 clusters Score -155196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -155203.187500 Penalty: 3571.410645
	Iteration 19Q: 3 clusters Score -155203.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -155207.187500 Penalty: 3571.410645
	Iteration 20F: 3 clusters Score -155207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -155212.781250 Penalty: 3571.410645
	Iteration 21Q: 3 clusters Score -155212.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -155215.890625 Penalty: 3571.410645
	Iteration 22Q: 3 clusters Score -155215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -155217.890625 Penalty: 3571.410645
	Iteration 23Q: 3 clusters Score -155217.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -155220.203125 Penalty: 3571.410645
	Iteration 24Q: 3 clusters Score -155220.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -155220.593750 Penalty: 3571.410645
	Iteration 25Q: 3 clusters Score -155220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -155223.390625 Penalty: 3571.410645
	Iteration 26Q: 3 clusters Score -155223.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -155226.593750 Penalty: 3571.410645
	Iteration 27Q: 3 clusters Score -155226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -155228.890625 Penalty: 3571.410645
	Iteration 28Q: 3 clusters Score -155228.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -155228.890625 Penalty: 3571.410645
	Iteration 29F: 3 clusters Score -155228.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (12992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Entering Unmasked Estep 
Score: -1555059.750000 Penalty: 2349.078125
	Iteration 0F: 2 clusters Score -1555060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1545548.875000 Penalty: 4698.156250
	Iteration 0F: 3 clusters Score -1545549 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1548505.000000 Penalty: 4698.156250
	Iteration 1F: 3 clusters Score -1548505 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1549028.000000 Penalty: 4698.156250
	Iteration 2F: 3 clusters Score -1549028 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1549538.750000 Penalty: 4698.156250
	Iteration 3F: 3 clusters Score -1549539 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1550087.750000 Penalty: 4698.156250
	Iteration 4F: 3 clusters Score -1550088 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1550615.750000 Penalty: 4698.156250
	Iteration 5F: 3 clusters Score -1550616 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1550996.125000 Penalty: 4698.156250
	Iteration 6F: 3 clusters Score -1550996 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1551284.125000 Penalty: 4698.156250
	Iteration 7Q: 3 clusters Score -1551284 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1551510.875000 Penalty: 4698.156250
	Iteration 8Q: 3 clusters Score -1551511 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1551677.000000 Penalty: 4698.156250
	Iteration 9Q: 3 clusters Score -1551677 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1551805.375000 Penalty: 4698.156250
	Iteration 10Q: 3 clusters Score -1551805 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1551913.625000 Penalty: 4698.156250
	Iteration 11Q: 3 clusters Score -1551914 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1552005.500000 Penalty: 4698.156250
	Iteration 12Q: 3 clusters Score -1552006 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1552090.875000 Penalty: 4698.156250
	Iteration 13Q: 3 clusters Score -1552091 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1552172.000000 Penalty: 4698.156250
	Iteration 14Q: 3 clusters Score -1552172 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1552257.500000 Penalty: 4698.156250
	Iteration 15Q: 3 clusters Score -1552258 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1552339.000000 Penalty: 4698.156250
	Iteration 16Q: 3 clusters Score -1552339 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1552427.125000 Penalty: 4698.156250
	Iteration 17Q: 3 clusters Score -1552427 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1552503.000000 Penalty: 4698.156250
	Iteration 18Q: 3 clusters Score -1552503 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1552561.750000 Penalty: 4698.156250
	Iteration 19Q: 3 clusters Score -1552562 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1552623.500000 Penalty: 4698.156250
	Iteration 20F: 3 clusters Score -1552624 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1552681.750000 Penalty: 4698.156250
	Iteration 21Q: 3 clusters Score -1552682 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1552742.250000 Penalty: 4698.156250
	Iteration 22Q: 3 clusters Score -1552742 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1552783.875000 Penalty: 4698.156250
	Iteration 23Q: 3 clusters Score -1552784 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1552834.375000 Penalty: 4698.156250
	Iteration 24Q: 3 clusters Score -1552834 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1552876.000000 Penalty: 4698.156250
	Iteration 25Q: 3 clusters Score -1552876 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1552918.500000 Penalty: 4698.156250
	Iteration 26Q: 3 clusters Score -1552918 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1552966.750000 Penalty: 4698.156250
	Iteration 27Q: 3 clusters Score -1552967 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1553000.250000 Penalty: 4698.156250
	Iteration 28Q: 3 clusters Score -1553000 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1553046.875000 Penalty: 4698.156250
	Iteration 29Q: 3 clusters Score -1553047 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1553104.875000 Penalty: 4698.156250
	Iteration 30Q: 3 clusters Score -1553105 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1553154.750000 Penalty: 4698.156250
	Iteration 31Q: 3 clusters Score -1553155 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1553208.000000 Penalty: 4698.156250
	Iteration 32Q: 3 clusters Score -1553208 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1553258.375000 Penalty: 4698.156250
	Iteration 33Q: 3 clusters Score -1553258 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1553302.250000 Penalty: 4698.156250
	Iteration 34Q: 3 clusters Score -1553302 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1553353.750000 Penalty: 4698.156250
	Iteration 35Q: 3 clusters Score -1553354 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1553398.250000 Penalty: 4698.156250
	Iteration 36Q: 3 clusters Score -1553398 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1553433.875000 Penalty: 4698.156250
	Iteration 37Q: 3 clusters Score -1553434 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1553464.000000 Penalty: 4698.156250
	Iteration 38Q: 3 clusters Score -1553464 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1553488.875000 Penalty: 4698.156250
	Iteration 39Q: 3 clusters Score -1553489 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1553517.125000 Penalty: 4698.156250
	Iteration 40F: 3 clusters Score -1553517 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1553539.500000 Penalty: 4698.156250
	Iteration 41Q: 3 clusters Score -1553540 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1553571.500000 Penalty: 4698.156250
	Iteration 42Q: 3 clusters Score -1553572 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1553635.000000 Penalty: 4698.156250
	Iteration 43Q: 3 clusters Score -1553635 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1553696.000000 Penalty: 4698.156250
	Iteration 44Q: 3 clusters Score -1553696 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1553780.250000 Penalty: 4698.156250
	Iteration 45Q: 3 clusters Score -1553780 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1553896.000000 Penalty: 4698.156250
	Iteration 46Q: 3 clusters Score -1553896 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1554185.875000 Penalty: 4698.156250
	Iteration 47Q: 3 clusters Score -1554186 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1554653.875000 Penalty: 4698.156250
	Iteration 48Q: 3 clusters Score -1554654 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1554926.875000 Penalty: 4698.156250
	Iteration 49Q: 3 clusters Score -1554927 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1555016.000000 Penalty: 4698.156250
	Iteration 50Q: 3 clusters Score -1555016 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1555051.375000 Penalty: 4698.156250
	Iteration 51Q: 3 clusters Score -1555051 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1555065.125000 Penalty: 4698.156250
	Iteration 52Q: 3 clusters Score -1555065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1555070.875000 Penalty: 4698.156250
	Iteration 53Q: 3 clusters Score -1555071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1555071.875000 Penalty: 4698.156250
	Iteration 54Q: 3 clusters Score -1555072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1555074.875000 Penalty: 4698.156250
	Iteration 55Q: 3 clusters Score -1555075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1555078.125000 Penalty: 4698.156250
	Iteration 56Q: 3 clusters Score -1555078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1555079.000000 Penalty: 4698.156250
	Iteration 57Q: 3 clusters Score -1555079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1555079.000000 Penalty: 4698.156250
	Iteration 58Q: 3 clusters Score -1555079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1555078.625000 Penalty: 4698.156250
	Iteration 59Q: 3 clusters Score -1555079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1555079.500000 Penalty: 4698.156250
	Iteration 60F: 3 clusters Score -1555080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1555077.125000 Penalty: 4698.156250
	Iteration 61Q: 3 clusters Score -1555077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1555081.500000 Penalty: 4698.156250
	Iteration 62Q: 3 clusters Score -1555082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1555085.375000 Penalty: 4698.156250
	Iteration 63Q: 3 clusters Score -1555085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1555087.125000 Penalty: 4698.156250
	Iteration 64Q: 3 clusters Score -1555087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1555089.750000 Penalty: 4698.156250
	Iteration 65Q: 3 clusters Score -1555090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1555088.750000 Penalty: 4698.156250
	Iteration 66Q: 3 clusters Score -1555089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1555089.625000 Penalty: 4698.156250
	Iteration 67Q: 3 clusters Score -1555090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1555091.625000 Penalty: 4698.156250
	Iteration 68Q: 3 clusters Score -1555092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1555093.625000 Penalty: 4698.156250
	Iteration 69Q: 3 clusters Score -1555094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1555094.250000 Penalty: 4698.156250
	Iteration 70Q: 3 clusters Score -1555094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1555094.250000 Penalty: 4698.156250
	Iteration 71F: 3 clusters Score -1555094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 234027 members 
Mstep: Class 3 contains 90786 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 19003 members 
Mstep: Class 6 contains 77850 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 95518 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 135438 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 98191 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21834 members 
Mstep: Class 26 contains 6689 members 
Mstep: Class 27 contains 2447 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 10398 members 
Mstep: Class 31 contains 39069 members 
Mstep: Class 32 contains 17250 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13589 members 
Mstep: Class 35 contains 21763 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2328 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31600 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4418 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6645 members 
Mstep: Class 51 contains 2213 members 
Mstep: Class 52 contains 16425 members 
Mstep: Class 53 contains 2431 members 
Mstep: Class 54 contains 8696 members 
Mstep: Class 55 contains 10604 members 
Mstep: Class 56 contains 11023 members 
Mstep: Class 57 contains 40358 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5789 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15849 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 5783 members 
Mstep: Class 67 contains 10992 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 626 members 
Mstep: Class 72 contains 2332 members 
Mstep: Class 73 contains 2261 members 
Mstep: Class 74 contains 3384 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 3647 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5239 members 
Mstep: Class 79 contains 9345 members 
Entering Unmasked Estep 
Score: -154529248.000000 Penalty: 276011.125000
Splitting cluster 76 changes total score from -154528896.000000 to -154529248.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 77 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -60439.433594 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -60439.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -59049.960938 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -59049.96 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59191.152344 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -59191.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59243.230469 Penalty: 2963.009521
	Iteration 2Q: 3 clusters Score -59243.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59279.914062 Penalty: 2963.009521
	Iteration 3Q: 3 clusters Score -59279.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59293.066406 Penalty: 2963.009521
	Iteration 4Q: 3 clusters Score -59293.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59310.117188 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -59310.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -59327.843750 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -59327.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59350.929688 Penalty: 2963.009521
	Iteration 7Q: 3 clusters Score -59350.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59369.105469 Penalty: 2963.009521
	Iteration 8Q: 3 clusters Score -59369.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59399.035156 Penalty: 2963.009521
	Iteration 9Q: 3 clusters Score -59399.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59406.164062 Penalty: 2963.009521
	Iteration 10Q: 3 clusters Score -59406.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59417.402344 Penalty: 2963.009521
	Iteration 11Q: 3 clusters Score -59417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59424.265625 Penalty: 2963.009521
	Iteration 12Q: 3 clusters Score -59424.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -59430.062500 Penalty: 2963.009521
	Iteration 13Q: 3 clusters Score -59430.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59433.734375 Penalty: 2963.009521
	Iteration 14Q: 3 clusters Score -59433.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -59424.632812 Penalty: 2963.009521
	Iteration 15Q: 3 clusters Score -59424.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59439.519531 Penalty: 2963.009521
	Iteration 16Q: 3 clusters Score -59439.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59439.519531 Penalty: 2963.009521
	Iteration 17F: 3 clusters Score -59439.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 234027 members 
Mstep: Class 3 contains 90786 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 19003 members 
Mstep: Class 6 contains 77850 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 95518 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 135438 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 98191 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21834 members 
Mstep: Class 26 contains 6689 members 
Mstep: Class 27 contains 2447 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 10398 members 
Mstep: Class 31 contains 39069 members 
Mstep: Class 32 contains 17250 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13589 members 
Mstep: Class 35 contains 21763 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2328 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31600 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4418 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6645 members 
Mstep: Class 51 contains 2213 members 
Mstep: Class 52 contains 16425 members 
Mstep: Class 53 contains 2431 members 
Mstep: Class 54 contains 8696 members 
Mstep: Class 55 contains 10604 members 
Mstep: Class 56 contains 11023 members 
Mstep: Class 57 contains 40358 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5789 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15849 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 987 members 
Mstep: Class 66 contains 5783 members 
Mstep: Class 67 contains 10992 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 626 members 
Mstep: Class 72 contains 2332 members 
Mstep: Class 73 contains 2261 members 
Mstep: Class 74 contains 3384 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 3647 members 
Mstep: Class 77 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154530160.000000 Penalty: 276011.125000
Iteration 159Q: 80 clusters Score -1.545302e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 234040 members 
Mstep: Class 3 contains 90785 members 
Mstep: Class 4 contains 3944 members 
Mstep: Class 5 contains 18992 members 
Mstep: Class 6 contains 77876 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 8 contains 10849 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 5767 members 
Mstep: Class 11 contains 7169 members 
Mstep: Class 12 contains 95515 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7964 members 
Mstep: Class 15 contains 135434 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 3129 members 
Mstep: Class 22 contains 5431 members 
Mstep: Class 23 contains 98141 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21949 members 
Mstep: Class 26 contains 6687 members 
Mstep: Class 27 contains 2508 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 6719 members 
Mstep: Class 30 contains 10403 members 
Mstep: Class 31 contains 39070 members 
Mstep: Class 32 contains 17251 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13579 members 
Mstep: Class 35 contains 21760 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2329 members 
Mstep: Class 41 contains 674 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31596 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2056 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4421 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6659 members 
Mstep: Class 51 contains 2215 members 
Mstep: Class 52 contains 16493 members 
Mstep: Class 53 contains 2445 members 
Mstep: Class 54 contains 8696 members 
Mstep: Class 55 contains 10604 members 
Mstep: Class 56 contains 11023 members 
Mstep: Class 57 contains 40356 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5790 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15858 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 988 members 
Mstep: Class 66 contains 5807 members 
Mstep: Class 67 contains 11004 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2653 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 627 members 
Mstep: Class 72 contains 2332 members 
Mstep: Class 73 contains 2274 members 
Mstep: Class 74 contains 3379 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 4018 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5112 members 
Mstep: Class 79 contains 8814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531056.000000 Penalty: 276011.125000
Iteration 160F: 80 clusters Score -1.545311e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 234031 members 
Mstep: Class 3 contains 90779 members 
Mstep: Class 4 contains 3941 members 
Mstep: Class 5 contains 18973 members 
Mstep: Class 6 contains 77866 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 10844 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 5768 members 
Mstep: Class 11 contains 7166 members 
Mstep: Class 12 contains 95513 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 135424 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 7609 members 
Mstep: Class 21 contains 3131 members 
Mstep: Class 22 contains 5426 members 
Mstep: Class 23 contains 98113 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21958 members 
Mstep: Class 26 contains 6686 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 6717 members 
Mstep: Class 30 contains 10406 members 
Mstep: Class 31 contains 39068 members 
Mstep: Class 32 contains 17249 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13568 members 
Mstep: Class 35 contains 21758 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2330 members 
Mstep: Class 41 contains 673 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31588 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2059 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4424 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6663 members 
Mstep: Class 51 contains 2218 members 
Mstep: Class 52 contains 16560 members 
Mstep: Class 53 contains 2448 members 
Mstep: Class 54 contains 8695 members 
Mstep: Class 55 contains 10605 members 
Mstep: Class 56 contains 11013 members 
Mstep: Class 57 contains 40356 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5789 members 
Mstep: Class 61 contains 31342 members 
Mstep: Class 62 contains 15861 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5745 members 
Mstep: Class 67 contains 10823 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2638 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 612 members 
Mstep: Class 72 contains 2332 members 
Mstep: Class 73 contains 2283 members 
Mstep: Class 74 contains 3378 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 4227 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5241 members 
Mstep: Class 79 contains 8858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531344.000000 Penalty: 276011.125000
Iteration 161Q: 80 clusters Score -1.545313e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 234018 members 
Mstep: Class 3 contains 90773 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 18952 members 
Mstep: Class 6 contains 77857 members 
Mstep: Class 7 contains 953 members 
Mstep: Class 8 contains 10837 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 7167 members 
Mstep: Class 12 contains 95512 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 135418 members 
Mstep: Class 16 contains 5139 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 7609 members 
Mstep: Class 21 contains 3133 members 
Mstep: Class 22 contains 5423 members 
Mstep: Class 23 contains 98045 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21973 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 5419 members 
Mstep: Class 29 contains 6715 members 
Mstep: Class 30 contains 10409 members 
Mstep: Class 31 contains 39067 members 
Mstep: Class 32 contains 17247 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13559 members 
Mstep: Class 35 contains 21756 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3685 members 
Mstep: Class 38 contains 9708 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2331 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31586 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2063 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4426 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6665 members 
Mstep: Class 51 contains 2221 members 
Mstep: Class 52 contains 16609 members 
Mstep: Class 53 contains 2447 members 
Mstep: Class 54 contains 8693 members 
Mstep: Class 55 contains 10605 members 
Mstep: Class 56 contains 11003 members 
Mstep: Class 57 contains 40357 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1191 members 
Mstep: Class 60 contains 5790 members 
Mstep: Class 61 contains 31343 members 
Mstep: Class 62 contains 15858 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5716 members 
Mstep: Class 67 contains 10738 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2637 members 
Mstep: Class 70 contains 1698 members 
Mstep: Class 71 contains 603 members 
Mstep: Class 72 contains 2333 members 
Mstep: Class 73 contains 2287 members 
Mstep: Class 74 contains 3373 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 4446 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5291 members 
Mstep: Class 79 contains 8840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531504.000000 Penalty: 276011.125000
Iteration 162Q: 80 clusters Score -1.545315e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 234014 members 
Mstep: Class 3 contains 90765 members 
Mstep: Class 4 contains 3939 members 
Mstep: Class 5 contains 18927 members 
Mstep: Class 6 contains 77839 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 10835 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 7166 members 
Mstep: Class 12 contains 95510 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 7964 members 
Mstep: Class 15 contains 135414 members 
Mstep: Class 16 contains 5138 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1533 members 
Mstep: Class 20 contains 7608 members 
Mstep: Class 21 contains 3134 members 
Mstep: Class 22 contains 5421 members 
Mstep: Class 23 contains 97967 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21975 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 2530 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 6715 members 
Mstep: Class 30 contains 10416 members 
Mstep: Class 31 contains 39070 members 
Mstep: Class 32 contains 17246 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13550 members 
Mstep: Class 35 contains 21753 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31582 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2064 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4427 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6669 members 
Mstep: Class 51 contains 2222 members 
Mstep: Class 52 contains 16650 members 
Mstep: Class 53 contains 2448 members 
Mstep: Class 54 contains 8690 members 
Mstep: Class 55 contains 10609 members 
Mstep: Class 56 contains 10996 members 
Mstep: Class 57 contains 40357 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5790 members 
Mstep: Class 61 contains 31343 members 
Mstep: Class 62 contains 15853 members 
Mstep: Class 63 contains 3857 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5691 members 
Mstep: Class 67 contains 10679 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2640 members 
Mstep: Class 70 contains 1697 members 
Mstep: Class 71 contains 601 members 
Mstep: Class 72 contains 2335 members 
Mstep: Class 73 contains 2288 members 
Mstep: Class 74 contains 3369 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 4644 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5324 members 
Mstep: Class 79 contains 8832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531696.000000 Penalty: 276011.125000
Iteration 163Q: 80 clusters Score -1.545317e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 234015 members 
Mstep: Class 3 contains 90756 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18905 members 
Mstep: Class 6 contains 77840 members 
Mstep: Class 7 contains 931 members 
Mstep: Class 8 contains 10836 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 7166 members 
Mstep: Class 12 contains 95512 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 7964 members 
Mstep: Class 15 contains 135400 members 
Mstep: Class 16 contains 5137 members 
Mstep: Class 17 contains 15624 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 7607 members 
Mstep: Class 21 contains 3136 members 
Mstep: Class 22 contains 5417 members 
Mstep: Class 23 contains 97897 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21967 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 2532 members 
Mstep: Class 28 contains 5419 members 
Mstep: Class 29 contains 6714 members 
Mstep: Class 30 contains 10418 members 
Mstep: Class 31 contains 39069 members 
Mstep: Class 32 contains 17244 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13545 members 
Mstep: Class 35 contains 21753 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3686 members 
Mstep: Class 38 contains 9707 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2334 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31583 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2066 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4427 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6674 members 
Mstep: Class 51 contains 2222 members 
Mstep: Class 52 contains 16670 members 
Mstep: Class 53 contains 2451 members 
Mstep: Class 54 contains 8689 members 
Mstep: Class 55 contains 10612 members 
Mstep: Class 56 contains 10990 members 
Mstep: Class 57 contains 40352 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1193 members 
Mstep: Class 60 contains 5790 members 
Mstep: Class 61 contains 31343 members 
Mstep: Class 62 contains 15852 members 
Mstep: Class 63 contains 3856 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5680 members 
Mstep: Class 67 contains 10633 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2651 members 
Mstep: Class 70 contains 1697 members 
Mstep: Class 71 contains 601 members 
Mstep: Class 72 contains 2337 members 
Mstep: Class 73 contains 2288 members 
Mstep: Class 74 contains 3365 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 4821 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5340 members 
Mstep: Class 79 contains 8830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531984.000000 Penalty: 276011.125000
Iteration 164Q: 80 clusters Score -1.54532e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 234027 members 
Mstep: Class 3 contains 90752 members 
Mstep: Class 4 contains 3939 members 
Mstep: Class 5 contains 18886 members 
Mstep: Class 6 contains 77840 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 8 contains 10837 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7166 members 
Mstep: Class 12 contains 95510 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 7967 members 
Mstep: Class 15 contains 135385 members 
Mstep: Class 16 contains 5135 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 7607 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 5416 members 
Mstep: Class 23 contains 97805 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21963 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 2534 members 
Mstep: Class 28 contains 5421 members 
Mstep: Class 29 contains 6713 members 
Mstep: Class 30 contains 10418 members 
Mstep: Class 31 contains 39068 members 
Mstep: Class 32 contains 17244 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13531 members 
Mstep: Class 35 contains 21754 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3688 members 
Mstep: Class 38 contains 9704 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2334 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31583 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2068 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4428 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6679 members 
Mstep: Class 51 contains 2222 members 
Mstep: Class 52 contains 16693 members 
Mstep: Class 53 contains 2452 members 
Mstep: Class 54 contains 8688 members 
Mstep: Class 55 contains 10615 members 
Mstep: Class 56 contains 10982 members 
Mstep: Class 57 contains 40351 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1193 members 
Mstep: Class 60 contains 5790 members 
Mstep: Class 61 contains 31343 members 
Mstep: Class 62 contains 15851 members 
Mstep: Class 63 contains 3855 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5667 members 
Mstep: Class 67 contains 10597 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2656 members 
Mstep: Class 70 contains 1697 members 
Mstep: Class 71 contains 601 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2291 members 
Mstep: Class 74 contains 3364 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 4996 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5354 members 
Mstep: Class 79 contains 8832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531792.000000 Penalty: 276011.125000
Iteration 165Q: 80 clusters Score -1.545318e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 234027 members 
Mstep: Class 3 contains 90745 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 18868 members 
Mstep: Class 6 contains 77841 members 
Mstep: Class 7 contains 926 members 
Mstep: Class 8 contains 10837 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7163 members 
Mstep: Class 12 contains 95513 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 7965 members 
Mstep: Class 15 contains 135372 members 
Mstep: Class 16 contains 5133 members 
Mstep: Class 17 contains 15618 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 7606 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 5414 members 
Mstep: Class 23 contains 97718 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21962 members 
Mstep: Class 26 contains 6679 members 
Mstep: Class 27 contains 2536 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 6712 members 
Mstep: Class 30 contains 10421 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17244 members 
Mstep: Class 33 contains 8750 members 
Mstep: Class 34 contains 13528 members 
Mstep: Class 35 contains 21753 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3689 members 
Mstep: Class 38 contains 9704 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2334 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31579 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2069 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4429 members 
Mstep: Class 49 contains 4390 members 
Mstep: Class 50 contains 6684 members 
Mstep: Class 51 contains 2222 members 
Mstep: Class 52 contains 16731 members 
Mstep: Class 53 contains 2453 members 
Mstep: Class 54 contains 8687 members 
Mstep: Class 55 contains 10615 members 
Mstep: Class 56 contains 10976 members 
Mstep: Class 57 contains 40351 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1193 members 
Mstep: Class 60 contains 5790 members 
Mstep: Class 61 contains 31343 members 
Mstep: Class 62 contains 15854 members 
Mstep: Class 63 contains 3853 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5651 members 
Mstep: Class 67 contains 10563 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2660 members 
Mstep: Class 70 contains 1697 members 
Mstep: Class 71 contains 599 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2297 members 
Mstep: Class 74 contains 3359 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 5153 members 
Mstep: Class 77 contains 392 members 
Mstep: Class 78 contains 5371 members 
Mstep: Class 79 contains 8823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531968.000000 Penalty: 276011.125000
Iteration 166Q: 80 clusters Score -1.54532e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 234042 members 
Mstep: Class 3 contains 90745 members 
Mstep: Class 4 contains 3939 members 
Mstep: Class 5 contains 18842 members 
Mstep: Class 6 contains 77846 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 8 contains 10837 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7162 members 
Mstep: Class 12 contains 95507 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 135356 members 
Mstep: Class 16 contains 5132 members 
Mstep: Class 17 contains 15618 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 7606 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 5411 members 
Mstep: Class 23 contains 97650 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21942 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 2536 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 6710 members 
Mstep: Class 30 contains 10421 members 
Mstep: Class 31 contains 39075 members 
Mstep: Class 32 contains 17243 members 
Mstep: Class 33 contains 8750 members 
Mstep: Class 34 contains 13517 members 
Mstep: Class 35 contains 21751 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3690 members 
Mstep: Class 38 contains 9704 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2334 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31580 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2070 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4428 members 
Mstep: Class 49 contains 4390 members 
Mstep: Class 50 contains 6687 members 
Mstep: Class 51 contains 2223 members 
Mstep: Class 52 contains 16755 members 
Mstep: Class 53 contains 2453 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10614 members 
Mstep: Class 56 contains 10971 members 
Mstep: Class 57 contains 40350 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1194 members 
Mstep: Class 60 contains 5791 members 
Mstep: Class 61 contains 31343 members 
Mstep: Class 62 contains 15856 members 
Mstep: Class 63 contains 3853 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5645 members 
Mstep: Class 67 contains 10532 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2661 members 
Mstep: Class 70 contains 1697 members 
Mstep: Class 71 contains 598 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2302 members 
Mstep: Class 74 contains 3358 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 5300 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5379 members 
Mstep: Class 79 contains 8822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532352.000000 Penalty: 276011.125000
Iteration 167Q: 80 clusters Score -1.545324e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 234048 members 
Mstep: Class 3 contains 90738 members 
Mstep: Class 4 contains 3939 members 
Mstep: Class 5 contains 18821 members 
Mstep: Class 6 contains 77851 members 
Mstep: Class 7 contains 920 members 
Mstep: Class 8 contains 10837 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7159 members 
Mstep: Class 12 contains 95506 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 7961 members 
Mstep: Class 15 contains 135340 members 
Mstep: Class 16 contains 5132 members 
Mstep: Class 17 contains 15618 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1523 members 
Mstep: Class 20 contains 7606 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 5411 members 
Mstep: Class 23 contains 97581 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21935 members 
Mstep: Class 26 contains 6684 members 
Mstep: Class 27 contains 2537 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 6708 members 
Mstep: Class 30 contains 10424 members 
Mstep: Class 31 contains 39081 members 
Mstep: Class 32 contains 17241 members 
Mstep: Class 33 contains 8750 members 
Mstep: Class 34 contains 13500 members 
Mstep: Class 35 contains 21749 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3692 members 
Mstep: Class 38 contains 9703 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2334 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31584 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2072 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4429 members 
Mstep: Class 49 contains 4390 members 
Mstep: Class 50 contains 6689 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16789 members 
Mstep: Class 53 contains 2455 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10615 members 
Mstep: Class 56 contains 10964 members 
Mstep: Class 57 contains 40348 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1194 members 
Mstep: Class 60 contains 5790 members 
Mstep: Class 61 contains 31344 members 
Mstep: Class 62 contains 15854 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5636 members 
Mstep: Class 67 contains 10523 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2665 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 599 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2307 members 
Mstep: Class 74 contains 3356 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 5446 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5387 members 
Mstep: Class 79 contains 8793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532816.000000 Penalty: 276011.125000
Iteration 168Q: 80 clusters Score -1.545328e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 234052 members 
Mstep: Class 3 contains 90734 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18803 members 
Mstep: Class 6 contains 77849 members 
Mstep: Class 7 contains 917 members 
Mstep: Class 8 contains 10837 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7156 members 
Mstep: Class 12 contains 95506 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 7960 members 
Mstep: Class 15 contains 135326 members 
Mstep: Class 16 contains 5132 members 
Mstep: Class 17 contains 15613 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1522 members 
Mstep: Class 20 contains 7606 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 5411 members 
Mstep: Class 23 contains 97526 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21923 members 
Mstep: Class 26 contains 6686 members 
Mstep: Class 27 contains 2538 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 6707 members 
Mstep: Class 30 contains 10428 members 
Mstep: Class 31 contains 39081 members 
Mstep: Class 32 contains 17241 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13492 members 
Mstep: Class 35 contains 21748 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 9703 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31583 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2076 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4430 members 
Mstep: Class 49 contains 4390 members 
Mstep: Class 50 contains 6692 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16811 members 
Mstep: Class 53 contains 2457 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10615 members 
Mstep: Class 56 contains 10962 members 
Mstep: Class 57 contains 40347 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1194 members 
Mstep: Class 60 contains 5787 members 
Mstep: Class 61 contains 31340 members 
Mstep: Class 62 contains 15858 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5630 members 
Mstep: Class 67 contains 10516 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2667 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 599 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2312 members 
Mstep: Class 74 contains 3353 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 5584 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5394 members 
Mstep: Class 79 contains 8766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532688.000000 Penalty: 276011.125000
Iteration 169Q: 80 clusters Score -1.545327e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 234058 members 
Mstep: Class 3 contains 90731 members 
Mstep: Class 4 contains 3939 members 
Mstep: Class 5 contains 18784 members 
Mstep: Class 6 contains 77841 members 
Mstep: Class 7 contains 915 members 
Mstep: Class 8 contains 10836 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7157 members 
Mstep: Class 12 contains 95509 members 
Mstep: Class 13 contains 4414 members 
Mstep: Class 14 contains 7960 members 
Mstep: Class 15 contains 135321 members 
Mstep: Class 16 contains 5130 members 
Mstep: Class 17 contains 15614 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7606 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 5409 members 
Mstep: Class 23 contains 97476 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21903 members 
Mstep: Class 26 contains 6685 members 
Mstep: Class 27 contains 2538 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 6706 members 
Mstep: Class 30 contains 10425 members 
Mstep: Class 31 contains 39077 members 
Mstep: Class 32 contains 17241 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13484 members 
Mstep: Class 35 contains 21747 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 9703 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2332 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31583 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2077 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4431 members 
Mstep: Class 49 contains 4390 members 
Mstep: Class 50 contains 6694 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16843 members 
Mstep: Class 53 contains 2457 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10615 members 
Mstep: Class 56 contains 10956 members 
Mstep: Class 57 contains 40347 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1195 members 
Mstep: Class 60 contains 5787 members 
Mstep: Class 61 contains 31337 members 
Mstep: Class 62 contains 15858 members 
Mstep: Class 63 contains 3850 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5627 members 
Mstep: Class 67 contains 10519 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2670 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 599 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2314 members 
Mstep: Class 74 contains 3349 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 5712 members 
Mstep: Class 77 contains 395 members 
Mstep: Class 78 contains 5397 members 
Mstep: Class 79 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532464.000000 Penalty: 276011.125000
Iteration 170Q: 80 clusters Score -1.545325e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 234074 members 
Mstep: Class 3 contains 90728 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 18767 members 
Mstep: Class 6 contains 77823 members 
Mstep: Class 7 contains 914 members 
Mstep: Class 8 contains 10834 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7158 members 
Mstep: Class 12 contains 95505 members 
Mstep: Class 13 contains 4417 members 
Mstep: Class 14 contains 7960 members 
Mstep: Class 15 contains 135319 members 
Mstep: Class 16 contains 5130 members 
Mstep: Class 17 contains 15614 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 7606 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 5405 members 
Mstep: Class 23 contains 97418 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21886 members 
Mstep: Class 26 contains 6684 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 6706 members 
Mstep: Class 30 contains 10425 members 
Mstep: Class 31 contains 39068 members 
Mstep: Class 32 contains 17239 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13480 members 
Mstep: Class 35 contains 21746 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 9703 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2332 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31583 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2080 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4431 members 
Mstep: Class 49 contains 4390 members 
Mstep: Class 50 contains 6697 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16878 members 
Mstep: Class 53 contains 2456 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10615 members 
Mstep: Class 56 contains 10952 members 
Mstep: Class 57 contains 40347 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1197 members 
Mstep: Class 60 contains 5787 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15862 members 
Mstep: Class 63 contains 3850 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5622 members 
Mstep: Class 67 contains 10517 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2675 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 599 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2315 members 
Mstep: Class 74 contains 3349 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 5830 members 
Mstep: Class 77 contains 395 members 
Mstep: Class 78 contains 5400 members 
Mstep: Class 79 contains 8730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532384.000000 Penalty: 276011.125000
Iteration 171Q: 80 clusters Score -1.545324e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 234086 members 
Mstep: Class 3 contains 90727 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 18744 members 
Mstep: Class 6 contains 77831 members 
Mstep: Class 7 contains 912 members 
Mstep: Class 8 contains 10831 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7158 members 
Mstep: Class 12 contains 95505 members 
Mstep: Class 13 contains 4421 members 
Mstep: Class 14 contains 7960 members 
Mstep: Class 15 contains 135312 members 
Mstep: Class 16 contains 5129 members 
Mstep: Class 17 contains 15614 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 7606 members 
Mstep: Class 21 contains 3138 members 
Mstep: Class 22 contains 5401 members 
Mstep: Class 23 contains 97345 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21877 members 
Mstep: Class 26 contains 6684 members 
Mstep: Class 27 contains 2545 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 6705 members 
Mstep: Class 30 contains 10427 members 
Mstep: Class 31 contains 39068 members 
Mstep: Class 32 contains 17237 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13476 members 
Mstep: Class 35 contains 21744 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 9702 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2332 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31578 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2081 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4430 members 
Mstep: Class 49 contains 4390 members 
Mstep: Class 50 contains 6700 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16894 members 
Mstep: Class 53 contains 2457 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10615 members 
Mstep: Class 56 contains 10949 members 
Mstep: Class 57 contains 40347 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1197 members 
Mstep: Class 60 contains 5787 members 
Mstep: Class 61 contains 31338 members 
Mstep: Class 62 contains 15863 members 
Mstep: Class 63 contains 3850 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5616 members 
Mstep: Class 67 contains 10505 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2682 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 599 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2318 members 
Mstep: Class 74 contains 3345 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 5951 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5405 members 
Mstep: Class 79 contains 8718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532544.000000 Penalty: 276011.125000
Iteration 172Q: 80 clusters Score -1.545325e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 234094 members 
Mstep: Class 3 contains 90724 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 18726 members 
Mstep: Class 6 contains 77828 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 10828 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7158 members 
Mstep: Class 12 contains 95506 members 
Mstep: Class 13 contains 4422 members 
Mstep: Class 14 contains 7960 members 
Mstep: Class 15 contains 135305 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15616 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 7605 members 
Mstep: Class 21 contains 3138 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 97285 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21868 members 
Mstep: Class 26 contains 6685 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 6705 members 
Mstep: Class 30 contains 10432 members 
Mstep: Class 31 contains 39070 members 
Mstep: Class 32 contains 17237 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13473 members 
Mstep: Class 35 contains 21743 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 9702 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2332 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31578 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2082 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4431 members 
Mstep: Class 49 contains 4390 members 
Mstep: Class 50 contains 6702 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16892 members 
Mstep: Class 53 contains 2457 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10615 members 
Mstep: Class 56 contains 10947 members 
Mstep: Class 57 contains 40346 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1197 members 
Mstep: Class 60 contains 5788 members 
Mstep: Class 61 contains 31340 members 
Mstep: Class 62 contains 15861 members 
Mstep: Class 63 contains 3850 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5608 members 
Mstep: Class 67 contains 10493 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2688 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 599 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2321 members 
Mstep: Class 74 contains 3342 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6071 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5415 members 
Mstep: Class 79 contains 8702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532528.000000 Penalty: 276011.125000
Iteration 173Q: 80 clusters Score -1.545325e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 234110 members 
Mstep: Class 3 contains 90719 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 18706 members 
Mstep: Class 6 contains 77838 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 10823 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7159 members 
Mstep: Class 12 contains 95506 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7959 members 
Mstep: Class 15 contains 135297 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15614 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7604 members 
Mstep: Class 21 contains 3139 members 
Mstep: Class 22 contains 5399 members 
Mstep: Class 23 contains 97238 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21859 members 
Mstep: Class 26 contains 6684 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 6705 members 
Mstep: Class 30 contains 10434 members 
Mstep: Class 31 contains 39066 members 
Mstep: Class 32 contains 17235 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13466 members 
Mstep: Class 35 contains 21742 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 9703 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2332 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31576 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2085 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4432 members 
Mstep: Class 49 contains 4390 members 
Mstep: Class 50 contains 6701 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16891 members 
Mstep: Class 53 contains 2458 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10616 members 
Mstep: Class 56 contains 10945 members 
Mstep: Class 57 contains 40346 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1195 members 
Mstep: Class 60 contains 5790 members 
Mstep: Class 61 contains 31339 members 
Mstep: Class 62 contains 15860 members 
Mstep: Class 63 contains 3850 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5601 members 
Mstep: Class 67 contains 10485 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2693 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 599 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2322 members 
Mstep: Class 74 contains 3343 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6177 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5422 members 
Mstep: Class 79 contains 8689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532720.000000 Penalty: 276011.125000
Iteration 174Q: 80 clusters Score -1.545327e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 234118 members 
Mstep: Class 3 contains 90715 members 
Mstep: Class 4 contains 3939 members 
Mstep: Class 5 contains 18687 members 
Mstep: Class 6 contains 77848 members 
Mstep: Class 7 contains 910 members 
Mstep: Class 8 contains 10823 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7159 members 
Mstep: Class 12 contains 95509 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7959 members 
Mstep: Class 15 contains 135296 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15609 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7603 members 
Mstep: Class 21 contains 3140 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 97197 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21847 members 
Mstep: Class 26 contains 6684 members 
Mstep: Class 27 contains 2543 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 6704 members 
Mstep: Class 30 contains 10434 members 
Mstep: Class 31 contains 39064 members 
Mstep: Class 32 contains 17235 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13463 members 
Mstep: Class 35 contains 21739 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 9704 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2332 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31574 members 
Mstep: Class 45 contains 2521 members 
Mstep: Class 46 contains 2091 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4433 members 
Mstep: Class 49 contains 4390 members 
Mstep: Class 50 contains 6704 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16888 members 
Mstep: Class 53 contains 2458 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10616 members 
Mstep: Class 56 contains 10943 members 
Mstep: Class 57 contains 40342 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1194 members 
Mstep: Class 60 contains 5788 members 
Mstep: Class 61 contains 31339 members 
Mstep: Class 62 contains 15864 members 
Mstep: Class 63 contains 3850 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5598 members 
Mstep: Class 67 contains 10481 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2696 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 599 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2323 members 
Mstep: Class 74 contains 3345 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6269 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5426 members 
Mstep: Class 79 contains 8677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532608.000000 Penalty: 276011.125000
Iteration 175Q: 80 clusters Score -1.545326e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 234128 members 
Mstep: Class 3 contains 90714 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18680 members 
Mstep: Class 6 contains 77852 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 10820 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7159 members 
Mstep: Class 12 contains 95510 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7959 members 
Mstep: Class 15 contains 135291 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15604 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 3140 members 
Mstep: Class 22 contains 5401 members 
Mstep: Class 23 contains 97146 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21835 members 
Mstep: Class 26 contains 6684 members 
Mstep: Class 27 contains 2541 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 10434 members 
Mstep: Class 31 contains 39065 members 
Mstep: Class 32 contains 17235 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13461 members 
Mstep: Class 35 contains 21737 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 9705 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31574 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2096 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4433 members 
Mstep: Class 49 contains 4390 members 
Mstep: Class 50 contains 6708 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16897 members 
Mstep: Class 53 contains 2459 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10616 members 
Mstep: Class 56 contains 10941 members 
Mstep: Class 57 contains 40341 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1193 members 
Mstep: Class 60 contains 5787 members 
Mstep: Class 61 contains 31337 members 
Mstep: Class 62 contains 15865 members 
Mstep: Class 63 contains 3850 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5592 members 
Mstep: Class 67 contains 10472 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2699 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 599 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2326 members 
Mstep: Class 74 contains 3345 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6364 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5434 members 
Mstep: Class 79 contains 8653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532688.000000 Penalty: 276011.125000
Iteration 176Q: 80 clusters Score -1.545327e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 234140 members 
Mstep: Class 3 contains 90716 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18677 members 
Mstep: Class 6 contains 77860 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 10814 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7159 members 
Mstep: Class 12 contains 95512 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135285 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15599 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 3141 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 97101 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21823 members 
Mstep: Class 26 contains 6684 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 10433 members 
Mstep: Class 31 contains 39065 members 
Mstep: Class 32 contains 17235 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13459 members 
Mstep: Class 35 contains 21736 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 9705 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2100 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4433 members 
Mstep: Class 49 contains 4390 members 
Mstep: Class 50 contains 6710 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16903 members 
Mstep: Class 53 contains 2458 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10616 members 
Mstep: Class 56 contains 10938 members 
Mstep: Class 57 contains 40340 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5787 members 
Mstep: Class 61 contains 31337 members 
Mstep: Class 62 contains 15866 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5584 members 
Mstep: Class 67 contains 10468 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2702 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 599 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2328 members 
Mstep: Class 74 contains 3345 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6438 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5441 members 
Mstep: Class 79 contains 8638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532576.000000 Penalty: 276011.125000
Iteration 177Q: 80 clusters Score -1.545326e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 234148 members 
Mstep: Class 3 contains 90715 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18666 members 
Mstep: Class 6 contains 77863 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 10807 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7159 members 
Mstep: Class 12 contains 95517 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7959 members 
Mstep: Class 15 contains 135278 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 3142 members 
Mstep: Class 22 contains 5398 members 
Mstep: Class 23 contains 97078 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21817 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 10432 members 
Mstep: Class 31 contains 39069 members 
Mstep: Class 32 contains 17235 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13457 members 
Mstep: Class 35 contains 21734 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31576 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2105 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4434 members 
Mstep: Class 49 contains 4390 members 
Mstep: Class 50 contains 6712 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16908 members 
Mstep: Class 53 contains 2458 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10616 members 
Mstep: Class 56 contains 10937 members 
Mstep: Class 57 contains 40339 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5787 members 
Mstep: Class 61 contains 31336 members 
Mstep: Class 62 contains 15866 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5579 members 
Mstep: Class 67 contains 10462 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2701 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 598 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2332 members 
Mstep: Class 74 contains 3344 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6499 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5447 members 
Mstep: Class 79 contains 8622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532544.000000 Penalty: 276011.125000
Iteration 178Q: 80 clusters Score -1.545325e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 234155 members 
Mstep: Class 3 contains 90715 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18661 members 
Mstep: Class 6 contains 77860 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 10802 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7159 members 
Mstep: Class 12 contains 95519 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7959 members 
Mstep: Class 15 contains 135263 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15586 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 3146 members 
Mstep: Class 22 contains 5397 members 
Mstep: Class 23 contains 97067 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21812 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 10431 members 
Mstep: Class 31 contains 39073 members 
Mstep: Class 32 contains 17233 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 13455 members 
Mstep: Class 35 contains 21733 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3691 members 
Mstep: Class 38 contains 9707 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2116 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4434 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6714 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16916 members 
Mstep: Class 53 contains 2458 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10615 members 
Mstep: Class 56 contains 10934 members 
Mstep: Class 57 contains 40339 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1191 members 
Mstep: Class 60 contains 5787 members 
Mstep: Class 61 contains 31335 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5573 members 
Mstep: Class 67 contains 10466 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2704 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 598 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2333 members 
Mstep: Class 74 contains 3345 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6557 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5455 members 
Mstep: Class 79 contains 8594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532656.000000 Penalty: 276011.125000
Iteration 179Q: 80 clusters Score -1.545327e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 234168 members 
Mstep: Class 3 contains 90717 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18647 members 
Mstep: Class 6 contains 77856 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 10800 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7159 members 
Mstep: Class 12 contains 95521 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7959 members 
Mstep: Class 15 contains 135259 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15575 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 3150 members 
Mstep: Class 22 contains 5396 members 
Mstep: Class 23 contains 97047 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21802 members 
Mstep: Class 26 contains 6679 members 
Mstep: Class 27 contains 2541 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 10433 members 
Mstep: Class 31 contains 39079 members 
Mstep: Class 32 contains 17232 members 
Mstep: Class 33 contains 8750 members 
Mstep: Class 34 contains 13455 members 
Mstep: Class 35 contains 21736 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3692 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31574 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2122 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4434 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6716 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16924 members 
Mstep: Class 53 contains 2460 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10616 members 
Mstep: Class 56 contains 10932 members 
Mstep: Class 57 contains 40339 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1191 members 
Mstep: Class 60 contains 5788 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15864 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5569 members 
Mstep: Class 67 contains 10467 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2707 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 598 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2334 members 
Mstep: Class 74 contains 3345 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6599 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5458 members 
Mstep: Class 79 contains 8587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532528.000000 Penalty: 276011.125000
Iteration 180F: 80 clusters Score -1.545325e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 234172 members 
Mstep: Class 3 contains 90720 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18638 members 
Mstep: Class 6 contains 77869 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 10800 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7158 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135250 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15569 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 3151 members 
Mstep: Class 22 contains 5395 members 
Mstep: Class 23 contains 97036 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21793 members 
Mstep: Class 26 contains 6676 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 10431 members 
Mstep: Class 31 contains 39085 members 
Mstep: Class 32 contains 17233 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13454 members 
Mstep: Class 35 contains 21737 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 9705 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2128 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4435 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6717 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16934 members 
Mstep: Class 53 contains 2460 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10931 members 
Mstep: Class 57 contains 40339 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1191 members 
Mstep: Class 60 contains 5789 members 
Mstep: Class 61 contains 31335 members 
Mstep: Class 62 contains 15863 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5564 members 
Mstep: Class 67 contains 10461 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2710 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 598 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2334 members 
Mstep: Class 74 contains 3345 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6634 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5462 members 
Mstep: Class 79 contains 8578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532640.000000 Penalty: 276011.125000
Iteration 181Q: 80 clusters Score -1.545326e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 234179 members 
Mstep: Class 3 contains 90721 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18631 members 
Mstep: Class 6 contains 77877 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 10800 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7157 members 
Mstep: Class 12 contains 95523 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7957 members 
Mstep: Class 15 contains 135244 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15562 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 3151 members 
Mstep: Class 22 contains 5394 members 
Mstep: Class 23 contains 97013 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21780 members 
Mstep: Class 26 contains 6676 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 10431 members 
Mstep: Class 31 contains 39088 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13454 members 
Mstep: Class 35 contains 21736 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3694 members 
Mstep: Class 38 contains 9704 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2134 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4436 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6718 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16941 members 
Mstep: Class 53 contains 2460 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10931 members 
Mstep: Class 57 contains 40338 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1191 members 
Mstep: Class 60 contains 5789 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15865 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5554 members 
Mstep: Class 67 contains 10455 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2713 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 597 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2334 members 
Mstep: Class 74 contains 3344 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6680 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5471 members 
Mstep: Class 79 contains 8575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532832.000000 Penalty: 276011.125000
Iteration 182Q: 80 clusters Score -1.545328e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 234183 members 
Mstep: Class 3 contains 90720 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18626 members 
Mstep: Class 6 contains 77891 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 10799 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7157 members 
Mstep: Class 12 contains 95524 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135244 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15554 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 3151 members 
Mstep: Class 22 contains 5392 members 
Mstep: Class 23 contains 96993 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21776 members 
Mstep: Class 26 contains 6675 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 10433 members 
Mstep: Class 31 contains 39088 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13453 members 
Mstep: Class 35 contains 21734 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3695 members 
Mstep: Class 38 contains 9703 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31572 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2145 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4437 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6717 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16939 members 
Mstep: Class 53 contains 2460 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10619 members 
Mstep: Class 56 contains 10930 members 
Mstep: Class 57 contains 40339 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5790 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15863 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5552 members 
Mstep: Class 67 contains 10453 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2714 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 597 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2334 members 
Mstep: Class 74 contains 3343 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6723 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5472 members 
Mstep: Class 79 contains 8570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532752.000000 Penalty: 276011.125000
Iteration 183Q: 80 clusters Score -1.545328e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 234190 members 
Mstep: Class 3 contains 90720 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18620 members 
Mstep: Class 6 contains 77898 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 10798 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7157 members 
Mstep: Class 12 contains 95524 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135242 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15548 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 3150 members 
Mstep: Class 22 contains 5390 members 
Mstep: Class 23 contains 96986 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21768 members 
Mstep: Class 26 contains 6675 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 5426 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 10436 members 
Mstep: Class 31 contains 39089 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13453 members 
Mstep: Class 35 contains 21735 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3695 members 
Mstep: Class 38 contains 9703 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2152 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4437 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6716 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16935 members 
Mstep: Class 53 contains 2460 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10929 members 
Mstep: Class 57 contains 40338 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5789 members 
Mstep: Class 61 contains 31333 members 
Mstep: Class 62 contains 15864 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5546 members 
Mstep: Class 67 contains 10453 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2714 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 597 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2334 members 
Mstep: Class 74 contains 3342 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6759 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5479 members 
Mstep: Class 79 contains 8563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532720.000000 Penalty: 276011.125000
Iteration 184Q: 80 clusters Score -1.545327e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 234190 members 
Mstep: Class 3 contains 90722 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18619 members 
Mstep: Class 6 contains 77899 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 10799 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 7157 members 
Mstep: Class 12 contains 95526 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135240 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15547 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 3150 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 96974 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21763 members 
Mstep: Class 26 contains 6677 members 
Mstep: Class 27 contains 2545 members 
Mstep: Class 28 contains 5426 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 10436 members 
Mstep: Class 31 contains 39088 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13453 members 
Mstep: Class 35 contains 21734 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3695 members 
Mstep: Class 38 contains 9702 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2157 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4437 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6714 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16937 members 
Mstep: Class 53 contains 2461 members 
Mstep: Class 54 contains 8686 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40338 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5791 members 
Mstep: Class 61 contains 31333 members 
Mstep: Class 62 contains 15865 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5537 members 
Mstep: Class 67 contains 10456 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2714 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 597 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2334 members 
Mstep: Class 74 contains 3342 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6792 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5485 members 
Mstep: Class 79 contains 8550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532656.000000 Penalty: 276011.125000
Iteration 185Q: 80 clusters Score -1.545327e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 234190 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18614 members 
Mstep: Class 6 contains 77900 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 10800 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 7155 members 
Mstep: Class 12 contains 95526 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135241 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15547 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 3150 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 96957 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21752 members 
Mstep: Class 26 contains 6679 members 
Mstep: Class 27 contains 2546 members 
Mstep: Class 28 contains 5426 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 10438 members 
Mstep: Class 31 contains 39089 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13450 members 
Mstep: Class 35 contains 21731 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3695 members 
Mstep: Class 38 contains 9702 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2161 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4437 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16947 members 
Mstep: Class 53 contains 2461 members 
Mstep: Class 54 contains 8685 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40336 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5791 members 
Mstep: Class 61 contains 31333 members 
Mstep: Class 62 contains 15865 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5535 members 
Mstep: Class 67 contains 10455 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2714 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 598 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2334 members 
Mstep: Class 74 contains 3342 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6822 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5486 members 
Mstep: Class 79 contains 8547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532688.000000 Penalty: 276011.125000
Iteration 186Q: 80 clusters Score -1.545327e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 234196 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18607 members 
Mstep: Class 6 contains 77902 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 10800 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 7154 members 
Mstep: Class 12 contains 95527 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135239 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15548 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 3150 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 96943 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21741 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 2545 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10438 members 
Mstep: Class 31 contains 39090 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13447 members 
Mstep: Class 35 contains 21730 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 9699 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31574 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2161 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4437 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16954 members 
Mstep: Class 53 contains 2461 members 
Mstep: Class 54 contains 8684 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40334 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31333 members 
Mstep: Class 62 contains 15866 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5530 members 
Mstep: Class 67 contains 10456 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2715 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 599 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2334 members 
Mstep: Class 74 contains 3342 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6850 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5490 members 
Mstep: Class 79 contains 8547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532496.000000 Penalty: 276011.125000
Iteration 187Q: 80 clusters Score -1.545325e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 234195 members 
Mstep: Class 3 contains 90724 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18608 members 
Mstep: Class 6 contains 77908 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 10800 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 7153 members 
Mstep: Class 12 contains 95529 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135237 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15547 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7601 members 
Mstep: Class 21 contains 3150 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 96927 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21734 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10438 members 
Mstep: Class 31 contains 39089 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13446 members 
Mstep: Class 35 contains 21729 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 9698 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31574 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2161 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4437 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16954 members 
Mstep: Class 53 contains 2461 members 
Mstep: Class 54 contains 8683 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40336 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5529 members 
Mstep: Class 67 contains 10458 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2715 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 599 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2334 members 
Mstep: Class 74 contains 3342 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6882 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5492 members 
Mstep: Class 79 contains 8538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532416.000000 Penalty: 276011.125000
Iteration 188Q: 80 clusters Score -1.545324e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 234194 members 
Mstep: Class 3 contains 90724 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18604 members 
Mstep: Class 6 contains 77910 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 10799 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95530 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135237 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15548 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3150 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 96908 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21731 members 
Mstep: Class 26 contains 6679 members 
Mstep: Class 27 contains 2543 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10438 members 
Mstep: Class 31 contains 39089 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13446 members 
Mstep: Class 35 contains 21728 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 9697 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2161 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4437 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16956 members 
Mstep: Class 53 contains 2461 members 
Mstep: Class 54 contains 8681 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40336 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5794 members 
Mstep: Class 61 contains 31335 members 
Mstep: Class 62 contains 15868 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5522 members 
Mstep: Class 67 contains 10457 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2715 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 598 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2334 members 
Mstep: Class 74 contains 3342 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6915 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5502 members 
Mstep: Class 79 contains 8533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532544.000000 Penalty: 276011.125000
Iteration 189Q: 80 clusters Score -1.545325e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 234195 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18601 members 
Mstep: Class 6 contains 77913 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10797 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95529 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135239 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15548 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3150 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 96890 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21721 members 
Mstep: Class 26 contains 6678 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10438 members 
Mstep: Class 31 contains 39089 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13446 members 
Mstep: Class 35 contains 21728 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 9696 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2161 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4437 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6712 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16955 members 
Mstep: Class 53 contains 2461 members 
Mstep: Class 54 contains 8681 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40335 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5794 members 
Mstep: Class 61 contains 31335 members 
Mstep: Class 62 contains 15868 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5518 members 
Mstep: Class 67 contains 10458 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2715 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 600 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2334 members 
Mstep: Class 74 contains 3342 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6956 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5506 members 
Mstep: Class 79 contains 8526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532656.000000 Penalty: 276011.125000
Iteration 190Q: 80 clusters Score -1.545327e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 234200 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18599 members 
Mstep: Class 6 contains 77919 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10794 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95526 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135238 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15548 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 96868 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21711 members 
Mstep: Class 26 contains 6678 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10437 members 
Mstep: Class 31 contains 39091 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13444 members 
Mstep: Class 35 contains 21727 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3698 members 
Mstep: Class 38 contains 9695 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31572 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2161 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4437 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16962 members 
Mstep: Class 53 contains 2460 members 
Mstep: Class 54 contains 8681 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40334 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31335 members 
Mstep: Class 62 contains 15868 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5517 members 
Mstep: Class 67 contains 10462 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2715 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 600 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2334 members 
Mstep: Class 74 contains 3342 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 6997 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5508 members 
Mstep: Class 79 contains 8513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532512.000000 Penalty: 276011.125000
Iteration 191Q: 80 clusters Score -1.545325e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 234201 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18597 members 
Mstep: Class 6 contains 77927 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10791 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95522 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135235 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15548 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5386 members 
Mstep: Class 23 contains 96853 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21701 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 2541 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10437 members 
Mstep: Class 31 contains 39095 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13443 members 
Mstep: Class 35 contains 21727 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3698 members 
Mstep: Class 38 contains 9695 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31571 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2161 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4436 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16974 members 
Mstep: Class 53 contains 2460 members 
Mstep: Class 54 contains 8681 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40331 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31336 members 
Mstep: Class 62 contains 15868 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5517 members 
Mstep: Class 67 contains 10465 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2715 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 598 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2334 members 
Mstep: Class 74 contains 3341 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7024 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5511 members 
Mstep: Class 79 contains 8506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532400.000000 Penalty: 276011.125000
Iteration 192Q: 80 clusters Score -1.545324e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 234199 members 
Mstep: Class 3 contains 90722 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18598 members 
Mstep: Class 6 contains 77935 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10791 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95521 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135235 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15548 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5387 members 
Mstep: Class 23 contains 96835 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21695 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 2540 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10437 members 
Mstep: Class 31 contains 39095 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13440 members 
Mstep: Class 35 contains 21729 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 9695 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31571 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2161 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4436 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 16989 members 
Mstep: Class 53 contains 2460 members 
Mstep: Class 54 contains 8681 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40328 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31336 members 
Mstep: Class 62 contains 15868 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5515 members 
Mstep: Class 67 contains 10467 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2714 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 597 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2335 members 
Mstep: Class 74 contains 3341 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7045 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5515 members 
Mstep: Class 79 contains 8498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532608.000000 Penalty: 276011.125000
Iteration 193Q: 80 clusters Score -1.545326e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 234200 members 
Mstep: Class 3 contains 90722 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18592 members 
Mstep: Class 6 contains 77938 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95522 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135236 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15549 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5386 members 
Mstep: Class 23 contains 96820 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21691 members 
Mstep: Class 26 contains 6679 members 
Mstep: Class 27 contains 2541 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10438 members 
Mstep: Class 31 contains 39095 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13436 members 
Mstep: Class 35 contains 21729 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 9694 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31572 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2161 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4436 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6712 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17009 members 
Mstep: Class 53 contains 2460 members 
Mstep: Class 54 contains 8681 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10929 members 
Mstep: Class 57 contains 40327 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31336 members 
Mstep: Class 62 contains 15868 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 989 members 
Mstep: Class 66 contains 5514 members 
Mstep: Class 67 contains 10467 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2714 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2337 members 
Mstep: Class 74 contains 3342 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7069 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5516 members 
Mstep: Class 79 contains 8489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532624.000000 Penalty: 276011.125000
Iteration 194Q: 80 clusters Score -1.545326e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 234207 members 
Mstep: Class 3 contains 90722 members 
Mstep: Class 4 contains 3939 members 
Mstep: Class 5 contains 18582 members 
Mstep: Class 6 contains 77936 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95523 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135237 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15551 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 96808 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21687 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 2541 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10440 members 
Mstep: Class 31 contains 39095 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13431 members 
Mstep: Class 35 contains 21726 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 9694 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31572 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2161 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4437 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6711 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17029 members 
Mstep: Class 53 contains 2460 members 
Mstep: Class 54 contains 8681 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10930 members 
Mstep: Class 57 contains 40326 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31336 members 
Mstep: Class 62 contains 15868 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 990 members 
Mstep: Class 66 contains 5514 members 
Mstep: Class 67 contains 10470 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2714 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2338 members 
Mstep: Class 74 contains 3342 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7089 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5516 members 
Mstep: Class 79 contains 8479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532736.000000 Penalty: 276011.125000
Iteration 195Q: 80 clusters Score -1.545327e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 234208 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18580 members 
Mstep: Class 6 contains 77938 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135236 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15556 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5383 members 
Mstep: Class 23 contains 96799 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21685 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 2541 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10440 members 
Mstep: Class 31 contains 39096 members 
Mstep: Class 32 contains 17234 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13429 members 
Mstep: Class 35 contains 21724 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 9693 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2334 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31572 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2161 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4437 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6709 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17046 members 
Mstep: Class 53 contains 2460 members 
Mstep: Class 54 contains 8681 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10929 members 
Mstep: Class 57 contains 40324 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31336 members 
Mstep: Class 62 contains 15868 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5514 members 
Mstep: Class 67 contains 10471 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2715 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2339 members 
Mstep: Class 74 contains 3342 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7103 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5516 members 
Mstep: Class 79 contains 8471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532688.000000 Penalty: 276011.125000
Iteration 196Q: 80 clusters Score -1.545327e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 234210 members 
Mstep: Class 3 contains 90724 members 
Mstep: Class 4 contains 3937 members 
Mstep: Class 5 contains 18570 members 
Mstep: Class 6 contains 77939 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135237 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15558 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5380 members 
Mstep: Class 23 contains 96785 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21682 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 2541 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10440 members 
Mstep: Class 31 contains 39097 members 
Mstep: Class 32 contains 17233 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13426 members 
Mstep: Class 35 contains 21724 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 9693 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31572 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2162 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4436 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6711 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17063 members 
Mstep: Class 53 contains 2460 members 
Mstep: Class 54 contains 8681 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10929 members 
Mstep: Class 57 contains 40323 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15869 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5513 members 
Mstep: Class 67 contains 10476 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2716 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2339 members 
Mstep: Class 74 contains 3342 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7119 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5517 members 
Mstep: Class 79 contains 8466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532624.000000 Penalty: 276011.125000
Iteration 197Q: 80 clusters Score -1.545326e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 234208 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18562 members 
Mstep: Class 6 contains 77939 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95519 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135235 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15560 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5379 members 
Mstep: Class 23 contains 96776 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21679 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 2541 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10439 members 
Mstep: Class 31 contains 39097 members 
Mstep: Class 32 contains 17232 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13424 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 9693 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31572 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2163 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4438 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6712 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17075 members 
Mstep: Class 53 contains 2460 members 
Mstep: Class 54 contains 8680 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10929 members 
Mstep: Class 57 contains 40321 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15868 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5512 members 
Mstep: Class 67 contains 10478 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2716 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2339 members 
Mstep: Class 74 contains 3342 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7138 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5518 members 
Mstep: Class 79 contains 8466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532736.000000 Penalty: 276011.125000
Iteration 198Q: 80 clusters Score -1.545327e+08 nChanged 113
Entering ConstructFrom: 
Score: -154532736.000000 Penalty: 276011.125000
Entering ConstructFrom: 
Trying to split cluster 1 (40126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Entering Unmasked Estep 
Score: -4777408.000000 Penalty: 2628.745361
	Iteration 0F: 2 clusters Score -4777408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4750266.000000 Penalty: 5257.490723
	Iteration 0F: 3 clusters Score -4750266 nChanged 18284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4760176.000000 Penalty: 5257.490723
	Iteration 1F: 3 clusters Score -4760176 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4760743.500000 Penalty: 5257.490723
	Iteration 2Q: 3 clusters Score -4760744 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -4761399.000000 Penalty: 5257.490723
	Iteration 3Q: 3 clusters Score -4761399 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4762088.000000 Penalty: 5257.490723
	Iteration 4Q: 3 clusters Score -4762088 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -4762871.000000 Penalty: 5257.490723
	Iteration 5Q: 3 clusters Score -4762871 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4763735.000000 Penalty: 5257.490723
	Iteration 6Q: 3 clusters Score -4763735 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -4764739.500000 Penalty: 5257.490723
	Iteration 7Q: 3 clusters Score -4764740 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -4765878.500000 Penalty: 5257.490723
	Iteration 8F: 3 clusters Score -4765878 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4767155.500000 Penalty: 5257.490723
	Iteration 9F: 3 clusters Score -4767156 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -4768544.500000 Penalty: 5257.490723
	Iteration 10F: 3 clusters Score -4768544 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -4769858.000000 Penalty: 5257.490723
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Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 14336 members 
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Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4774193 nChanged 864
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4775648 nChanged 479
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4776710 nChanged 14
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	Iteration 75Q: 3 clusters Score -4776714 nChanged 12
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	Iteration 80F: 3 clusters Score -4776721 nChanged 16
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	Iteration 82Q: 3 clusters Score -4776718 nChanged 8
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	Iteration 86Q: 3 clusters Score -4776732 nChanged 5
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Score: -4776744.500000 Penalty: 5257.490723
	Iteration 104Q: 3 clusters Score -4776744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -4776733.500000 Penalty: 5257.490723
	Iteration 105Q: 3 clusters Score -4776734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -4776743.000000 Penalty: 5257.490723
	Iteration 106Q: 3 clusters Score -4776743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -4776731.500000 Penalty: 5257.490723
	Iteration 107Q: 3 clusters Score -4776732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -4776729.000000 Penalty: 5257.490723
	Iteration 108Q: 3 clusters Score -4776729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -4776735.500000 Penalty: 5257.490723
	Iteration 109Q: 3 clusters Score -4776736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -4776745.000000 Penalty: 5257.490723
	Iteration 110Q: 3 clusters Score -4776745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -4776743.500000 Penalty: 5257.490723
	Iteration 111Q: 3 clusters Score -4776744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -4776746.500000 Penalty: 5257.490723
	Iteration 112Q: 3 clusters Score -4776746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -4776762.500000 Penalty: 5257.490723
	Iteration 113Q: 3 clusters Score -4776762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -4776767.000000 Penalty: 5257.490723
	Iteration 114Q: 3 clusters Score -4776767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -4776765.500000 Penalty: 5257.490723
	Iteration 115Q: 3 clusters Score -4776766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -4776764.000000 Penalty: 5257.490723
	Iteration 116Q: 3 clusters Score -4776764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -4776769.000000 Penalty: 5257.490723
	Iteration 117Q: 3 clusters Score -4776769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4776780.500000 Penalty: 5257.490723
	Iteration 118Q: 3 clusters Score -4776780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -4776790.000000 Penalty: 5257.490723
	Iteration 119Q: 3 clusters Score -4776790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4776785.000000 Penalty: 5257.490723
	Iteration 120F: 3 clusters Score -4776785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -4776781.500000 Penalty: 5257.490723
	Iteration 121Q: 3 clusters Score -4776782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -4776781.000000 Penalty: 5257.490723
	Iteration 122Q: 3 clusters Score -4776781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4776785.500000 Penalty: 5257.490723
	Iteration 123Q: 3 clusters Score -4776786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -4776783.000000 Penalty: 5257.490723
	Iteration 124Q: 3 clusters Score -4776783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -4776786.500000 Penalty: 5257.490723
	Iteration 125Q: 3 clusters Score -4776786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4776779.000000 Penalty: 5257.490723
	Iteration 126Q: 3 clusters Score -4776779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -4776784.500000 Penalty: 5257.490723
	Iteration 127Q: 3 clusters Score -4776784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -4776790.500000 Penalty: 5257.490723
	Iteration 128Q: 3 clusters Score -4776790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -4776790.000000 Penalty: 5257.490723
	Iteration 129Q: 3 clusters Score -4776790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -4776789.500000 Penalty: 5257.490723
	Iteration 130Q: 3 clusters Score -4776790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -4776791.500000 Penalty: 5257.490723
	Iteration 131Q: 3 clusters Score -4776792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -4776785.500000 Penalty: 5257.490723
	Iteration 132Q: 3 clusters Score -4776786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -4776791.500000 Penalty: 5257.490723
	Iteration 133Q: 3 clusters Score -4776792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -4776785.000000 Penalty: 5257.490723
	Iteration 134Q: 3 clusters Score -4776785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -4776792.500000 Penalty: 5257.490723
	Iteration 135Q: 3 clusters Score -4776792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -4776786.000000 Penalty: 5257.490723
	Iteration 136Q: 3 clusters Score -4776786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -4776791.000000 Penalty: 5257.490723
	Iteration 137Q: 3 clusters Score -4776791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -4776790.000000 Penalty: 5257.490723
	Iteration 138Q: 3 clusters Score -4776790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -4776790.500000 Penalty: 5257.490723
	Iteration 139Q: 3 clusters Score -4776790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -4776790.500000 Penalty: 5257.490723
	Iteration 140F: 3 clusters Score -4776790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (234210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234210 members 
Entering Unmasked Estep 
Score: -28663874.000000 Penalty: 3066.265381
	Iteration 0F: 2 clusters Score -2.866387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117025 members 
Mstep: Class 2 contains 117185 members 
Entering Unmasked Estep 
Score: -28518258.000000 Penalty: 6132.530762
	Iteration 0F: 3 clusters Score -2.851826e+07 nChanged 113420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115089 members 
Mstep: Class 2 contains 119121 members 
Entering Unmasked Estep 
Score: -28584720.000000 Penalty: 6132.530762
	Iteration 1F: 3 clusters Score -2.858472e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113866 members 
Mstep: Class 2 contains 120344 members 
Entering Unmasked Estep 
Score: -28585802.000000 Penalty: 6132.530762
	Iteration 2Q: 3 clusters Score -2.85858e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112072 members 
Mstep: Class 2 contains 122138 members 
Entering Unmasked Estep 
Score: -28587572.000000 Penalty: 6132.530762
	Iteration 3Q: 3 clusters Score -2.858757e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109351 members 
Mstep: Class 2 contains 124859 members 
Entering Unmasked Estep 
Score: -28589362.000000 Penalty: 6132.530762
	Iteration 4Q: 3 clusters Score -2.858936e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105159 members 
Mstep: Class 2 contains 129051 members 
Entering Unmasked Estep 
Score: -28591772.000000 Penalty: 6132.530762
	Iteration 5Q: 3 clusters Score -2.859177e+07 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98653 members 
Mstep: Class 2 contains 135557 members 
Entering Unmasked Estep 
Score: -28595644.000000 Penalty: 6132.530762
	Iteration 6Q: 3 clusters Score -2.859564e+07 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 145157 members 
Entering Unmasked Estep 
Score: -28600790.000000 Penalty: 6132.530762
	Iteration 7F: 3 clusters Score -2.860079e+07 nChanged 14801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 158584 members 
Entering Unmasked Estep 
Score: -28608130.000000 Penalty: 6132.530762
	Iteration 8F: 3 clusters Score -2.860813e+07 nChanged 17416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
Mstep: Class 2 contains 175344 members 
Entering Unmasked Estep 
Score: -28618404.000000 Penalty: 6132.530762
	Iteration 9F: 3 clusters Score -2.86184e+07 nChanged 17939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 193063 members 
Entering Unmasked Estep 
Score: -28630640.000000 Penalty: 6132.530762
	Iteration 10F: 3 clusters Score -2.863064e+07 nChanged 16314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 209343 members 
Entering Unmasked Estep 
Score: -28641822.000000 Penalty: 6132.530762
	Iteration 11F: 3 clusters Score -2.864182e+07 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 221478 members 
Entering Unmasked Estep 
Score: -28650680.000000 Penalty: 6132.530762
	Iteration 12F: 3 clusters Score -2.865068e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 228640 members 
Entering Unmasked Estep 
Score: -28656714.000000 Penalty: 6132.530762
	Iteration 13Q: 3 clusters Score -2.865671e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 232005 members 
Entering Unmasked Estep 
Score: -28659366.000000 Penalty: 6132.530762
	Iteration 14Q: 3 clusters Score -2.865937e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 233238 members 
Entering Unmasked Estep 
Score: -28660472.000000 Penalty: 6132.530762
	Iteration 15Q: 3 clusters Score -2.866047e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 233641 members 
Entering Unmasked Estep 
Score: -28660896.000000 Penalty: 6132.530762
	Iteration 16Q: 3 clusters Score -2.86609e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 233780 members 
Entering Unmasked Estep 
Score: -28661066.000000 Penalty: 6132.530762
	Iteration 17Q: 3 clusters Score -2.866107e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 233840 members 
Entering Unmasked Estep 
Score: -28661168.000000 Penalty: 6132.530762
	Iteration 18Q: 3 clusters Score -2.866117e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 233871 members 
Entering Unmasked Estep 
Score: -28661212.000000 Penalty: 6132.530762
	Iteration 19Q: 3 clusters Score -2.866121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 233877 members 
Entering Unmasked Estep 
Score: -28661230.000000 Penalty: 6132.530762
	Iteration 20F: 3 clusters Score -2.866123e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 233888 members 
Entering Unmasked Estep 
Score: -28661268.000000 Penalty: 6132.530762
	Iteration 21Q: 3 clusters Score -2.866127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 233888 members 
Entering Unmasked Estep 
Score: -28661256.000000 Penalty: 6132.530762
	Iteration 22Q: 3 clusters Score -2.866126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 233890 members 
Entering Unmasked Estep 
Score: -28661266.000000 Penalty: 6132.530762
	Iteration 23Q: 3 clusters Score -2.866127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 233893 members 
Entering Unmasked Estep 
Score: -28661280.000000 Penalty: 6132.530762
	Iteration 24Q: 3 clusters Score -2.866128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 233895 members 
Entering Unmasked Estep 
Score: -28661276.000000 Penalty: 6132.530762
	Iteration 25Q: 3 clusters Score -2.866128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 233897 members 
Entering Unmasked Estep 
Score: -28661286.000000 Penalty: 6132.530762
	Iteration 26Q: 3 clusters Score -2.866129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 233899 members 
Entering Unmasked Estep 
Score: -28661292.000000 Penalty: 6132.530762
	Iteration 27Q: 3 clusters Score -2.866129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 233900 members 
Entering Unmasked Estep 
Score: -28661296.000000 Penalty: 6132.530762
	Iteration 28Q: 3 clusters Score -2.86613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 233900 members 
Entering Unmasked Estep 
Score: -28661286.000000 Penalty: 6132.530762
	Iteration 29Q: 3 clusters Score -2.866129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 233900 members 
Entering Unmasked Estep 
Score: -28661298.000000 Penalty: 6132.530762
	Iteration 30Q: 3 clusters Score -2.86613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 233900 members 
Entering Unmasked Estep 
Score: -28661298.000000 Penalty: 6132.530762
	Iteration 31F: 3 clusters Score -2.86613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90723 members 
Entering Unmasked Estep 
Score: -11122641.000000 Penalty: 2831.060547
	Iteration 0F: 2 clusters Score -1.112264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -11061886.000000 Penalty: 5662.121094
	Iteration 0F: 3 clusters Score -1.106189e+07 nChanged 42856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -11086149.000000 Penalty: 5662.121094
	Iteration 1F: 3 clusters Score -1.108615e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -11086886.000000 Penalty: 5662.121094
	Iteration 2Q: 3 clusters Score -1.108689e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -11087696.000000 Penalty: 5662.121094
	Iteration 3Q: 3 clusters Score -1.10877e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -11088750.000000 Penalty: 5662.121094
	Iteration 4Q: 3 clusters Score -1.108875e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -11090081.000000 Penalty: 5662.121094
	Iteration 5Q: 3 clusters Score -1.109008e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -11091997.000000 Penalty: 5662.121094
	Iteration 6Q: 3 clusters Score -1.1092e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -11094637.000000 Penalty: 5662.121094
	Iteration 7F: 3 clusters Score -1.109464e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -11097902.000000 Penalty: 5662.121094
	Iteration 8F: 3 clusters Score -1.10979e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -11101433.000000 Penalty: 5662.121094
	Iteration 9F: 3 clusters Score -1.110143e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -11104786.000000 Penalty: 5662.121094
	Iteration 10F: 3 clusters Score -1.110479e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -11107451.000000 Penalty: 5662.121094
	Iteration 11F: 3 clusters Score -1.110745e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -11109688.000000 Penalty: 5662.121094
	Iteration 12Q: 3 clusters Score -1.110969e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -11111617.000000 Penalty: 5662.121094
	Iteration 13Q: 3 clusters Score -1.111162e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -11113308.000000 Penalty: 5662.121094
	Iteration 14Q: 3 clusters Score -1.111331e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73234 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -11114799.000000 Penalty: 5662.121094
	Iteration 15Q: 3 clusters Score -1.11148e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76058 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -11116083.000000 Penalty: 5662.121094
	Iteration 16Q: 3 clusters Score -1.111608e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78486 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -11117055.000000 Penalty: 5662.121094
	Iteration 17Q: 3 clusters Score -1.111706e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -11117954.000000 Penalty: 5662.121094
	Iteration 18Q: 3 clusters Score -1.111795e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82182 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -11118544.000000 Penalty: 5662.121094
	Iteration 19Q: 3 clusters Score -1.111854e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83515 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -11119032.000000 Penalty: 5662.121094
	Iteration 20F: 3 clusters Score -1.111903e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84533 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -11119441.000000 Penalty: 5662.121094
	Iteration 21Q: 3 clusters Score -1.111944e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85318 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -11119727.000000 Penalty: 5662.121094
	Iteration 22Q: 3 clusters Score -1.111973e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85951 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -11119926.000000 Penalty: 5662.121094
	Iteration 23Q: 3 clusters Score -1.111993e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86425 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -11120093.000000 Penalty: 5662.121094
	Iteration 24Q: 3 clusters Score -1.112009e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -11120223.000000 Penalty: 5662.121094
	Iteration 25Q: 3 clusters Score -1.112022e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -11120291.000000 Penalty: 5662.121094
	Iteration 26Q: 3 clusters Score -1.112029e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -11120370.000000 Penalty: 5662.121094
	Iteration 27Q: 3 clusters Score -1.112037e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87538 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -11120423.000000 Penalty: 5662.121094
	Iteration 28Q: 3 clusters Score -1.112042e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -11120485.000000 Penalty: 5662.121094
	Iteration 29Q: 3 clusters Score -1.112048e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -11120501.000000 Penalty: 5662.121094
	Iteration 30Q: 3 clusters Score -1.11205e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87870 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -11120530.000000 Penalty: 5662.121094
	Iteration 31Q: 3 clusters Score -1.112053e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -11120539.000000 Penalty: 5662.121094
	Iteration 32Q: 3 clusters Score -1.112054e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -11120560.000000 Penalty: 5662.121094
	Iteration 33Q: 3 clusters Score -1.112056e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -11120569.000000 Penalty: 5662.121094
	Iteration 34Q: 3 clusters Score -1.112057e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88107 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -11120565.000000 Penalty: 5662.121094
	Iteration 35Q: 3 clusters Score -1.112056e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -11120573.000000 Penalty: 5662.121094
	Iteration 36Q: 3 clusters Score -1.112057e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88172 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -11120577.000000 Penalty: 5662.121094
	Iteration 37Q: 3 clusters Score -1.112058e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88192 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -11120600.000000 Penalty: 5662.121094
	Iteration 38Q: 3 clusters Score -1.11206e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -11120599.000000 Penalty: 5662.121094
	Iteration 39Q: 3 clusters Score -1.11206e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -11120608.000000 Penalty: 5662.121094
	Iteration 40F: 3 clusters Score -1.112061e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -11120635.000000 Penalty: 5662.121094
	Iteration 41Q: 3 clusters Score -1.112064e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -11120625.000000 Penalty: 5662.121094
	Iteration 42Q: 3 clusters Score -1.112062e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -11120633.000000 Penalty: 5662.121094
	Iteration 43Q: 3 clusters Score -1.112063e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -11120629.000000 Penalty: 5662.121094
	Iteration 44Q: 3 clusters Score -1.112063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88327 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -11120630.000000 Penalty: 5662.121094
	Iteration 45Q: 3 clusters Score -1.112063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88336 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -11120642.000000 Penalty: 5662.121094
	Iteration 46Q: 3 clusters Score -1.112064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -11120646.000000 Penalty: 5662.121094
	Iteration 47Q: 3 clusters Score -1.112065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88360 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -11120655.000000 Penalty: 5662.121094
	Iteration 48Q: 3 clusters Score -1.112066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -11120671.000000 Penalty: 5662.121094
	Iteration 49Q: 3 clusters Score -1.112067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88390 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -11120672.000000 Penalty: 5662.121094
	Iteration 50Q: 3 clusters Score -1.112067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88402 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -11120675.000000 Penalty: 5662.121094
	Iteration 51Q: 3 clusters Score -1.112068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88425 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -11120692.000000 Penalty: 5662.121094
	Iteration 52Q: 3 clusters Score -1.112069e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88450 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -11120699.000000 Penalty: 5662.121094
	Iteration 53Q: 3 clusters Score -1.11207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88470 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -11120699.000000 Penalty: 5662.121094
	Iteration 54Q: 3 clusters Score -1.11207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -11120688.000000 Penalty: 5662.121094
	Iteration 55Q: 3 clusters Score -1.112069e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -11120693.000000 Penalty: 5662.121094
	Iteration 56Q: 3 clusters Score -1.112069e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -11120697.000000 Penalty: 5662.121094
	Iteration 57Q: 3 clusters Score -1.11207e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88550 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -11120705.000000 Penalty: 5662.121094
	Iteration 58Q: 3 clusters Score -1.11207e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88567 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -11120696.000000 Penalty: 5662.121094
	Iteration 59Q: 3 clusters Score -1.11207e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88584 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -11120689.000000 Penalty: 5662.121094
	Iteration 60F: 3 clusters Score -1.112069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -11120685.000000 Penalty: 5662.121094
	Iteration 61Q: 3 clusters Score -1.112068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88600 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -11120680.000000 Penalty: 5662.121094
	Iteration 62Q: 3 clusters Score -1.112068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -11120686.000000 Penalty: 5662.121094
	Iteration 63Q: 3 clusters Score -1.112069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -11120691.000000 Penalty: 5662.121094
	Iteration 64Q: 3 clusters Score -1.112069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88612 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -11120691.000000 Penalty: 5662.121094
	Iteration 65Q: 3 clusters Score -1.112069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88612 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -11120691.000000 Penalty: 5662.121094
	Iteration 66F: 3 clusters Score -1.112069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Entering Unmasked Estep 
Score: -465997.781250 Penalty: 2053.050049
	Iteration 0F: 2 clusters Score -465997.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -462137.062500 Penalty: 4106.100098
	Iteration 0F: 3 clusters Score -462137.1 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -463069.906250 Penalty: 4106.100098
	Iteration 1F: 3 clusters Score -463069.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -463331.625000 Penalty: 4106.100098
	Iteration 2F: 3 clusters Score -463331.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -463581.406250 Penalty: 4106.100098
	Iteration 3F: 3 clusters Score -463581.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -463830.156250 Penalty: 4106.100098
	Iteration 4F: 3 clusters Score -463830.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -464107.250000 Penalty: 4106.100098
	Iteration 5F: 3 clusters Score -464107.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -464418.937500 Penalty: 4106.100098
	Iteration 6F: 3 clusters Score -464418.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -464772.187500 Penalty: 4106.100098
	Iteration 7F: 3 clusters Score -464772.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -465112.531250 Penalty: 4106.100098
	Iteration 8F: 3 clusters Score -465112.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -465417.843750 Penalty: 4106.100098
	Iteration 9Q: 3 clusters Score -465417.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -465696.531250 Penalty: 4106.100098
	Iteration 10Q: 3 clusters Score -465696.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -465893.906250 Penalty: 4106.100098
	Iteration 11Q: 3 clusters Score -465893.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -466032.468750 Penalty: 4106.100098
	Iteration 12Q: 3 clusters Score -466032.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -466145.531250 Penalty: 4106.100098
	Iteration 13Q: 3 clusters Score -466145.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -466231.531250 Penalty: 4106.100098
	Iteration 14Q: 3 clusters Score -466231.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -466277.718750 Penalty: 4106.100098
	Iteration 15Q: 3 clusters Score -466277.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -466306.031250 Penalty: 4106.100098
	Iteration 16Q: 3 clusters Score -466306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -466324.687500 Penalty: 4106.100098
	Iteration 17Q: 3 clusters Score -466324.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -466340.000000 Penalty: 4106.100098
	Iteration 18Q: 3 clusters Score -466340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -466363.000000 Penalty: 4106.100098
	Iteration 19Q: 3 clusters Score -466363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -466383.687500 Penalty: 4106.100098
	Iteration 20F: 3 clusters Score -466383.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -466393.625000 Penalty: 4106.100098
	Iteration 21Q: 3 clusters Score -466393.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -466401.000000 Penalty: 4106.100098
	Iteration 22Q: 3 clusters Score -466401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -466405.062500 Penalty: 4106.100098
	Iteration 23Q: 3 clusters Score -466405.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -466408.312500 Penalty: 4106.100098
	Iteration 24Q: 3 clusters Score -466408.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -466410.500000 Penalty: 4106.100098
	Iteration 25Q: 3 clusters Score -466410.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -466411.906250 Penalty: 4106.100098
	Iteration 26Q: 3 clusters Score -466411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -466412.343750 Penalty: 4106.100098
	Iteration 27Q: 3 clusters Score -466412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -466413.093750 Penalty: 4106.100098
	Iteration 28Q: 3 clusters Score -466413.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -466414.218750 Penalty: 4106.100098
	Iteration 29Q: 3 clusters Score -466414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -466415.625000 Penalty: 4106.100098
	Iteration 30Q: 3 clusters Score -466415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -466417.500000 Penalty: 4106.100098
	Iteration 31Q: 3 clusters Score -466417.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -466420.312500 Penalty: 4106.100098
	Iteration 32Q: 3 clusters Score -466420.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -466424.937500 Penalty: 4106.100098
	Iteration 33Q: 3 clusters Score -466424.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -466430.125000 Penalty: 4106.100098
	Iteration 34Q: 3 clusters Score -466430.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -466433.531250 Penalty: 4106.100098
	Iteration 35Q: 3 clusters Score -466433.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -466436.281250 Penalty: 4106.100098
	Iteration 36Q: 3 clusters Score -466436.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -466440.468750 Penalty: 4106.100098
	Iteration 37Q: 3 clusters Score -466440.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -466446.406250 Penalty: 4106.100098
	Iteration 38Q: 3 clusters Score -466446.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -466450.750000 Penalty: 4106.100098
	Iteration 39Q: 3 clusters Score -466450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -466454.593750 Penalty: 4106.100098
	Iteration 40F: 3 clusters Score -466454.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -466459.062500 Penalty: 4106.100098
	Iteration 41Q: 3 clusters Score -466459.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -466463.687500 Penalty: 4106.100098
	Iteration 42Q: 3 clusters Score -466463.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -466465.437500 Penalty: 4106.100098
	Iteration 43Q: 3 clusters Score -466465.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -466466.500000 Penalty: 4106.100098
	Iteration 44Q: 3 clusters Score -466466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -466467.156250 Penalty: 4106.100098
	Iteration 45Q: 3 clusters Score -466467.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -466467.156250 Penalty: 4106.100098
	Iteration 46F: 3 clusters Score -466467.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 234210 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 2201 members 
Mstep: Class 5 contains 18551 members 
Mstep: Class 6 contains 77944 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135234 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15562 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 96757 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21673 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10439 members 
Mstep: Class 31 contains 39099 members 
Mstep: Class 32 contains 17231 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13424 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 9693 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2165 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4438 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17082 members 
Mstep: Class 53 contains 2459 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40320 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5512 members 
Mstep: Class 67 contains 10480 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2716 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2339 members 
Mstep: Class 74 contains 3341 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7169 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5518 members 
Mstep: Class 79 contains 8464 members 
Mstep: Class 80 contains 1737 members 
Entering Unmasked Estep 
Score: -154531680.000000 Penalty: 279504.937500
Splitting cluster 4 changes total score from -154532736.000000 to -154531680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (18551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Entering Unmasked Estep 
Score: -2270616.000000 Penalty: 2437.413086
	Iteration 0F: 2 clusters Score -2270616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2257550.250000 Penalty: 4874.826172
	Iteration 0F: 3 clusters Score -2257550 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2261915.750000 Penalty: 4874.826172
	Iteration 1F: 3 clusters Score -2261916 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2262392.250000 Penalty: 4874.826172
	Iteration 2F: 3 clusters Score -2262392 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2262840.500000 Penalty: 4874.826172
	Iteration 3F: 3 clusters Score -2262840 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2263354.750000 Penalty: 4874.826172
	Iteration 4F: 3 clusters Score -2263355 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2263914.250000 Penalty: 4874.826172
	Iteration 5F: 3 clusters Score -2263914 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2264501.000000 Penalty: 4874.826172
	Iteration 6F: 3 clusters Score -2264501 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2265080.750000 Penalty: 4874.826172
	Iteration 7F: 3 clusters Score -2265081 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2265618.000000 Penalty: 4874.826172
	Iteration 8Q: 3 clusters Score -2265618 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2266074.250000 Penalty: 4874.826172
	Iteration 9Q: 3 clusters Score -2266074 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2266468.250000 Penalty: 4874.826172
	Iteration 10Q: 3 clusters Score -2266468 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2266816.000000 Penalty: 4874.826172
	Iteration 11Q: 3 clusters Score -2266816 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2267118.750000 Penalty: 4874.826172
	Iteration 12Q: 3 clusters Score -2267119 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2267379.500000 Penalty: 4874.826172
	Iteration 13Q: 3 clusters Score -2267380 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2267602.000000 Penalty: 4874.826172
	Iteration 14Q: 3 clusters Score -2267602 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2267812.750000 Penalty: 4874.826172
	Iteration 15Q: 3 clusters Score -2267813 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2267978.500000 Penalty: 4874.826172
	Iteration 16Q: 3 clusters Score -2267978 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2268135.250000 Penalty: 4874.826172
	Iteration 17Q: 3 clusters Score -2268135 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2268288.000000 Penalty: 4874.826172
	Iteration 18Q: 3 clusters Score -2268288 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2268416.250000 Penalty: 4874.826172
	Iteration 19Q: 3 clusters Score -2268416 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2268505.500000 Penalty: 4874.826172
	Iteration 20F: 3 clusters Score -2268506 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2268555.500000 Penalty: 4874.826172
	Iteration 21Q: 3 clusters Score -2268556 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2268606.250000 Penalty: 4874.826172
	Iteration 22Q: 3 clusters Score -2268606 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2268649.500000 Penalty: 4874.826172
	Iteration 23Q: 3 clusters Score -2268650 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2268685.000000 Penalty: 4874.826172
	Iteration 24Q: 3 clusters Score -2268685 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2268706.250000 Penalty: 4874.826172
	Iteration 25Q: 3 clusters Score -2268706 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2268722.500000 Penalty: 4874.826172
	Iteration 26Q: 3 clusters Score -2268722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2268745.250000 Penalty: 4874.826172
	Iteration 27Q: 3 clusters Score -2268745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2268769.000000 Penalty: 4874.826172
	Iteration 28Q: 3 clusters Score -2268769 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2268777.000000 Penalty: 4874.826172
	Iteration 29Q: 3 clusters Score -2268777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2268782.250000 Penalty: 4874.826172
	Iteration 30Q: 3 clusters Score -2268782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2268796.000000 Penalty: 4874.826172
	Iteration 31Q: 3 clusters Score -2268796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2268802.000000 Penalty: 4874.826172
	Iteration 32Q: 3 clusters Score -2268802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2268809.750000 Penalty: 4874.826172
	Iteration 33Q: 3 clusters Score -2268810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2268813.750000 Penalty: 4874.826172
	Iteration 34Q: 3 clusters Score -2268814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2268820.750000 Penalty: 4874.826172
	Iteration 35Q: 3 clusters Score -2268821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2268828.000000 Penalty: 4874.826172
	Iteration 36Q: 3 clusters Score -2268828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2268833.000000 Penalty: 4874.826172
	Iteration 37Q: 3 clusters Score -2268833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2268834.000000 Penalty: 4874.826172
	Iteration 38Q: 3 clusters Score -2268834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2268839.000000 Penalty: 4874.826172
	Iteration 39Q: 3 clusters Score -2268839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2268840.750000 Penalty: 4874.826172
	Iteration 40F: 3 clusters Score -2268841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2268839.000000 Penalty: 4874.826172
	Iteration 41Q: 3 clusters Score -2268839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2268836.000000 Penalty: 4874.826172
	Iteration 42Q: 3 clusters Score -2268836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2268840.250000 Penalty: 4874.826172
	Iteration 43Q: 3 clusters Score -2268840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2268839.750000 Penalty: 4874.826172
	Iteration 44Q: 3 clusters Score -2268840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2268846.750000 Penalty: 4874.826172
	Iteration 45Q: 3 clusters Score -2268847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2268842.750000 Penalty: 4874.826172
	Iteration 46Q: 3 clusters Score -2268843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2268843.500000 Penalty: 4874.826172
	Iteration 47Q: 3 clusters Score -2268844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2268846.250000 Penalty: 4874.826172
	Iteration 48Q: 3 clusters Score -2268846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2268849.750000 Penalty: 4874.826172
	Iteration 49Q: 3 clusters Score -2268850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2268847.250000 Penalty: 4874.826172
	Iteration 50Q: 3 clusters Score -2268847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2268847.250000 Penalty: 4874.826172
	Iteration 51Q: 3 clusters Score -2268847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2268856.500000 Penalty: 4874.826172
	Iteration 52Q: 3 clusters Score -2268856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2268856.500000 Penalty: 4874.826172
	Iteration 53Q: 3 clusters Score -2268856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2268858.000000 Penalty: 4874.826172
	Iteration 54Q: 3 clusters Score -2268858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2268856.250000 Penalty: 4874.826172
	Iteration 55Q: 3 clusters Score -2268856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2268853.000000 Penalty: 4874.826172
	Iteration 56Q: 3 clusters Score -2268853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2268854.750000 Penalty: 4874.826172
	Iteration 57Q: 3 clusters Score -2268855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2268856.000000 Penalty: 4874.826172
	Iteration 58Q: 3 clusters Score -2268856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2268856.000000 Penalty: 4874.826172
	Iteration 59F: 3 clusters Score -2268856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Entering Unmasked Estep 
Score: -8779238.000000 Penalty: 2793.409180
	Iteration 0F: 2 clusters Score -8779238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -8727213.000000 Penalty: 5586.818359
	Iteration 0F: 3 clusters Score -8727213 nChanged 36554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -8748389.000000 Penalty: 5586.818359
	Iteration 1F: 3 clusters Score -8748389 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -8749863.000000 Penalty: 5586.818359
	Iteration 2Q: 3 clusters Score -8749863 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -8751623.000000 Penalty: 5586.818359
	Iteration 3Q: 3 clusters Score -8751623 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -8753565.000000 Penalty: 5586.818359
	Iteration 4F: 3 clusters Score -8753565 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -8755613.000000 Penalty: 5586.818359
	Iteration 5F: 3 clusters Score -8755613 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -8758065.000000 Penalty: 5586.818359
	Iteration 6F: 3 clusters Score -8758065 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -8760763.000000 Penalty: 5586.818359
	Iteration 7F: 3 clusters Score -8760763 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -8763306.000000 Penalty: 5586.818359
	Iteration 8F: 3 clusters Score -8763306 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -8765342.000000 Penalty: 5586.818359
	Iteration 9Q: 3 clusters Score -8765342 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -8766530.000000 Penalty: 5586.818359
	Iteration 10Q: 3 clusters Score -8766530 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -8767081.000000 Penalty: 5586.818359
	Iteration 11Q: 3 clusters Score -8767081 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -8767493.000000 Penalty: 5586.818359
	Iteration 12Q: 3 clusters Score -8767493 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -8767695.000000 Penalty: 5586.818359
	Iteration 13Q: 3 clusters Score -8767695 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8767935 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -8768301.000000 Penalty: 5586.818359
	Iteration 15Q: 3 clusters Score -8768301 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -8768599.000000 Penalty: 5586.818359
	Iteration 16Q: 3 clusters Score -8768599 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -8768949.000000 Penalty: 5586.818359
	Iteration 17Q: 3 clusters Score -8768949 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -8769281.000000 Penalty: 5586.818359
	Iteration 18Q: 3 clusters Score -8769281 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -8769674.000000 Penalty: 5586.818359
	Iteration 19Q: 3 clusters Score -8769674 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -8770094.000000 Penalty: 5586.818359
	Iteration 20F: 3 clusters Score -8770094 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -8770499.000000 Penalty: 5586.818359
	Iteration 21Q: 3 clusters Score -8770499 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -8770916.000000 Penalty: 5586.818359
	Iteration 22Q: 3 clusters Score -8770916 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -8771441.000000 Penalty: 5586.818359
	Iteration 23Q: 3 clusters Score -8771441 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -8771901.000000 Penalty: 5586.818359
	Iteration 24Q: 3 clusters Score -8771901 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -8772289.000000 Penalty: 5586.818359
	Iteration 25Q: 3 clusters Score -8772289 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -8772687.000000 Penalty: 5586.818359
	Iteration 26Q: 3 clusters Score -8772687 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -8773149.000000 Penalty: 5586.818359
	Iteration 27Q: 3 clusters Score -8773149 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -8773527.000000 Penalty: 5586.818359
	Iteration 28Q: 3 clusters Score -8773527 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -8773921.000000 Penalty: 5586.818359
	Iteration 29Q: 3 clusters Score -8773921 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -8774319.000000 Penalty: 5586.818359
	Iteration 30Q: 3 clusters Score -8774319 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -8774671.000000 Penalty: 5586.818359
	Iteration 31Q: 3 clusters Score -8774671 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -8774974.000000 Penalty: 5586.818359
	Iteration 32Q: 3 clusters Score -8774974 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -8775262.000000 Penalty: 5586.818359
	Iteration 33Q: 3 clusters Score -8775262 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -8775551.000000 Penalty: 5586.818359
	Iteration 34Q: 3 clusters Score -8775551 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -8775791.000000 Penalty: 5586.818359
	Iteration 35Q: 3 clusters Score -8775791 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70782 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -8775988.000000 Penalty: 5586.818359
	Iteration 36Q: 3 clusters Score -8775988 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -8776146.000000 Penalty: 5586.818359
	Iteration 37Q: 3 clusters Score -8776146 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -8776274.000000 Penalty: 5586.818359
	Iteration 38Q: 3 clusters Score -8776274 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -8776415.000000 Penalty: 5586.818359
	Iteration 39Q: 3 clusters Score -8776415 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -8776570.000000 Penalty: 5586.818359
	Iteration 40F: 3 clusters Score -8776570 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -8776678.000000 Penalty: 5586.818359
	Iteration 41Q: 3 clusters Score -8776678 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -8776709.000000 Penalty: 5586.818359
	Iteration 42Q: 3 clusters Score -8776709 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -8776777.000000 Penalty: 5586.818359
	Iteration 43Q: 3 clusters Score -8776777 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -8776858.000000 Penalty: 5586.818359
	Iteration 44Q: 3 clusters Score -8776858 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -8776919.000000 Penalty: 5586.818359
	Iteration 45Q: 3 clusters Score -8776919 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -8776974.000000 Penalty: 5586.818359
	Iteration 46Q: 3 clusters Score -8776974 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -8777026.000000 Penalty: 5586.818359
	Iteration 47Q: 3 clusters Score -8777026 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -8777039.000000 Penalty: 5586.818359
	Iteration 48Q: 3 clusters Score -8777039 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -8777055.000000 Penalty: 5586.818359
	Iteration 49Q: 3 clusters Score -8777055 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -8777097.000000 Penalty: 5586.818359
	Iteration 50Q: 3 clusters Score -8777097 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74688 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -8777130.000000 Penalty: 5586.818359
	Iteration 51Q: 3 clusters Score -8777130 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -8777160.000000 Penalty: 5586.818359
	Iteration 52Q: 3 clusters Score -8777160 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74891 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -8777170.000000 Penalty: 5586.818359
	Iteration 53Q: 3 clusters Score -8777170 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74977 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -8777211.000000 Penalty: 5586.818359
	Iteration 54Q: 3 clusters Score -8777211 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -8777220.000000 Penalty: 5586.818359
	Iteration 55Q: 3 clusters Score -8777220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75102 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -8777257.000000 Penalty: 5586.818359
	Iteration 56Q: 3 clusters Score -8777257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -8777270.000000 Penalty: 5586.818359
	Iteration 57Q: 3 clusters Score -8777270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -8777309.000000 Penalty: 5586.818359
	Iteration 58Q: 3 clusters Score -8777309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8777301.000000 Penalty: 5586.818359
	Iteration 59Q: 3 clusters Score -8777301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -8777306.000000 Penalty: 5586.818359
	Iteration 60F: 3 clusters Score -8777306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8777330.000000 Penalty: 5586.818359
	Iteration 61Q: 3 clusters Score -8777330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8777342.000000 Penalty: 5586.818359
	Iteration 62Q: 3 clusters Score -8777342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8777351.000000 Penalty: 5586.818359
	Iteration 63Q: 3 clusters Score -8777351 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8777361.000000 Penalty: 5586.818359
	Iteration 64Q: 3 clusters Score -8777361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8777351.000000 Penalty: 5586.818359
	Iteration 65Q: 3 clusters Score -8777351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75488 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -8777368.000000 Penalty: 5586.818359
	Iteration 66Q: 3 clusters Score -8777368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8777391.000000 Penalty: 5586.818359
	Iteration 67Q: 3 clusters Score -8777391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75545 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8777378.000000 Penalty: 5586.818359
	Iteration 68Q: 3 clusters Score -8777378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8777392.000000 Penalty: 5586.818359
	Iteration 69Q: 3 clusters Score -8777392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8777396.000000 Penalty: 5586.818359
	Iteration 70Q: 3 clusters Score -8777396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8777403.000000 Penalty: 5586.818359
	Iteration 71Q: 3 clusters Score -8777403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8777415.000000 Penalty: 5586.818359
	Iteration 72Q: 3 clusters Score -8777415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8777414.000000 Penalty: 5586.818359
	Iteration 73Q: 3 clusters Score -8777414 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8777426.000000 Penalty: 5586.818359
	Iteration 74Q: 3 clusters Score -8777426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8777432.000000 Penalty: 5586.818359
	Iteration 75Q: 3 clusters Score -8777432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75687 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8777431.000000 Penalty: 5586.818359
	Iteration 76Q: 3 clusters Score -8777431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8777437.000000 Penalty: 5586.818359
	Iteration 77Q: 3 clusters Score -8777437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8777436.000000 Penalty: 5586.818359
	Iteration 78Q: 3 clusters Score -8777436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8777439.000000 Penalty: 5586.818359
	Iteration 79Q: 3 clusters Score -8777439 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8777451.000000 Penalty: 5586.818359
	Iteration 80F: 3 clusters Score -8777451 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8777447.000000 Penalty: 5586.818359
	Iteration 81Q: 3 clusters Score -8777447 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8777454.000000 Penalty: 5586.818359
	Iteration 82Q: 3 clusters Score -8777454 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8777472.000000 Penalty: 5586.818359
	Iteration 83Q: 3 clusters Score -8777472 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8777472 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8777473.000000 Penalty: 5586.818359
	Iteration 85Q: 3 clusters Score -8777473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8777491.000000 Penalty: 5586.818359
	Iteration 86Q: 3 clusters Score -8777491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8777488.000000 Penalty: 5586.818359
	Iteration 87Q: 3 clusters Score -8777488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8777506.000000 Penalty: 5586.818359
	Iteration 88Q: 3 clusters Score -8777506 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8777505.000000 Penalty: 5586.818359
	Iteration 89Q: 3 clusters Score -8777505 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75884 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8777516.000000 Penalty: 5586.818359
	Iteration 90Q: 3 clusters Score -8777516 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -8777521.000000 Penalty: 5586.818359
	Iteration 91Q: 3 clusters Score -8777521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8777519.000000 Penalty: 5586.818359
	Iteration 92Q: 3 clusters Score -8777519 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8777525.000000 Penalty: 5586.818359
	Iteration 93Q: 3 clusters Score -8777525 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8777536.000000 Penalty: 5586.818359
	Iteration 94Q: 3 clusters Score -8777536 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -8777550.000000 Penalty: 5586.818359
	Iteration 95Q: 3 clusters Score -8777550 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8777574 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75974 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8777574 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8777582.000000 Penalty: 5586.818359
	Iteration 98Q: 3 clusters Score -8777582 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8777570.000000 Penalty: 5586.818359
	Iteration 99Q: 3 clusters Score -8777570 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8777586.000000 Penalty: 5586.818359
	Iteration 100F: 3 clusters Score -8777586 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8777593.000000 Penalty: 5586.818359
	Iteration 101Q: 3 clusters Score -8777593 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8777592.000000 Penalty: 5586.818359
	Iteration 102Q: 3 clusters Score -8777592 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8777612.000000 Penalty: 5586.818359
	Iteration 103Q: 3 clusters Score -8777612 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76056 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8777603.000000 Penalty: 5586.818359
	Iteration 104Q: 3 clusters Score -8777603 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76058 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8777607.000000 Penalty: 5586.818359
	Iteration 105Q: 3 clusters Score -8777607 nChanged 11
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Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8777601.000000 Penalty: 5586.818359
	Iteration 106Q: 3 clusters Score -8777601 nChanged 10
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Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -8777615.000000 Penalty: 5586.818359
	Iteration 107Q: 3 clusters Score -8777615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8777610.000000 Penalty: 5586.818359
	Iteration 108Q: 3 clusters Score -8777610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76084 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8777614.000000 Penalty: 5586.818359
	Iteration 109Q: 3 clusters Score -8777614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8777616.000000 Penalty: 5586.818359
	Iteration 110Q: 3 clusters Score -8777616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8777609.000000 Penalty: 5586.818359
	Iteration 111Q: 3 clusters Score -8777609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -8777606.000000 Penalty: 5586.818359
	Iteration 112Q: 3 clusters Score -8777606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76099 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8777617.000000 Penalty: 5586.818359
	Iteration 113Q: 3 clusters Score -8777617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -8777625.000000 Penalty: 5586.818359
	Iteration 114Q: 3 clusters Score -8777625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8777627.000000 Penalty: 5586.818359
	Iteration 115Q: 3 clusters Score -8777627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8777624.000000 Penalty: 5586.818359
	Iteration 116Q: 3 clusters Score -8777624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -8777628.000000 Penalty: 5586.818359
	Iteration 117Q: 3 clusters Score -8777628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8777628.000000 Penalty: 5586.818359
	Iteration 118Q: 3 clusters Score -8777628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -8777630.000000 Penalty: 5586.818359
	Iteration 119Q: 3 clusters Score -8777630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8777624.000000 Penalty: 5586.818359
	Iteration 120F: 3 clusters Score -8777624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8777637.000000 Penalty: 5586.818359
	Iteration 121Q: 3 clusters Score -8777637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8777634.000000 Penalty: 5586.818359
	Iteration 122Q: 3 clusters Score -8777634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8777647.000000 Penalty: 5586.818359
	Iteration 123Q: 3 clusters Score -8777647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8777653.000000 Penalty: 5586.818359
	Iteration 124Q: 3 clusters Score -8777653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8777663.000000 Penalty: 5586.818359
	Iteration 125Q: 3 clusters Score -8777663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8777658.000000 Penalty: 5586.818359
	Iteration 126Q: 3 clusters Score -8777658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8777656.000000 Penalty: 5586.818359
	Iteration 127Q: 3 clusters Score -8777656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76168 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8777658.000000 Penalty: 5586.818359
	Iteration 128Q: 3 clusters Score -8777658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8777664.000000 Penalty: 5586.818359
	Iteration 129Q: 3 clusters Score -8777664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8777670.000000 Penalty: 5586.818359
	Iteration 130Q: 3 clusters Score -8777670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8777670.000000 Penalty: 5586.818359
	Iteration 131Q: 3 clusters Score -8777670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8777664.000000 Penalty: 5586.818359
	Iteration 132Q: 3 clusters Score -8777664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8777663.000000 Penalty: 5586.818359
	Iteration 133Q: 3 clusters Score -8777663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8777663.000000 Penalty: 5586.818359
	Iteration 134F: 3 clusters Score -8777663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -131775.312500 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -131775.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -129923.789062 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -129923.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -130527.687500 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -130527.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -130945.562500 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -130945.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -131371.828125 Penalty: 3377.830566
	Iteration 3F: 3 clusters Score -131371.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -131648.406250 Penalty: 3377.830566
	Iteration 4Q: 3 clusters Score -131648.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -131748.171875 Penalty: 3377.830566
	Iteration 5Q: 3 clusters Score -131748.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -131794.750000 Penalty: 3377.830566
	Iteration 6Q: 3 clusters Score -131794.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -131810.984375 Penalty: 3377.830566
	Iteration 7Q: 3 clusters Score -131811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -131833.937500 Penalty: 3377.830566
	Iteration 8Q: 3 clusters Score -131833.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -131872.171875 Penalty: 3377.830566
	Iteration 9Q: 3 clusters Score -131872.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -131907.078125 Penalty: 3377.830566
	Iteration 10Q: 3 clusters Score -131907.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -131942.921875 Penalty: 3377.830566
	Iteration 11Q: 3 clusters Score -131942.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -131969.046875 Penalty: 3377.830566
	Iteration 12Q: 3 clusters Score -131969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -131969.781250 Penalty: 3377.830566
	Iteration 13Q: 3 clusters Score -131969.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -131969.781250 Penalty: 3377.830566
	Iteration 14F: 3 clusters Score -131969.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 234210 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18551 members 
Mstep: Class 6 contains 77944 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135234 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15562 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 96757 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21673 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10439 members 
Mstep: Class 31 contains 39099 members 
Mstep: Class 32 contains 17231 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13424 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 9693 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2165 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4438 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17082 members 
Mstep: Class 53 contains 2459 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40320 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5512 members 
Mstep: Class 67 contains 10480 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2716 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2339 members 
Mstep: Class 74 contains 3341 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7169 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5518 members 
Mstep: Class 79 contains 8464 members 
Mstep: Class 80 contains 422 members 
Entering Unmasked Estep 
Score: -154530800.000000 Penalty: 279504.937500
Splitting cluster 7 changes total score from -154532736.000000 to -154530800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Entering Unmasked Estep 
Score: -1297447.250000 Penalty: 2302.998047
	Iteration 0F: 2 clusters Score -1297447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1289328.250000 Penalty: 4605.996094
	Iteration 0F: 3 clusters Score -1289328 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1292116.625000 Penalty: 4605.996094
	Iteration 1F: 3 clusters Score -1292117 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1292806.875000 Penalty: 4605.996094
	Iteration 2F: 3 clusters Score -1292807 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1293470.250000 Penalty: 4605.996094
	Iteration 3F: 3 clusters Score -1293470 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1294069.875000 Penalty: 4605.996094
	Iteration 4F: 3 clusters Score -1294070 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1294532.625000 Penalty: 4605.996094
	Iteration 5F: 3 clusters Score -1294533 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1294877.250000 Penalty: 4605.996094
	Iteration 6Q: 3 clusters Score -1294877 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1295194.375000 Penalty: 4605.996094
	Iteration 7Q: 3 clusters Score -1295194 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1295548.750000 Penalty: 4605.996094
	Iteration 8Q: 3 clusters Score -1295549 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1295815.750000 Penalty: 4605.996094
	Iteration 9Q: 3 clusters Score -1295816 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1295967.625000 Penalty: 4605.996094
	Iteration 10Q: 3 clusters Score -1295968 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1296039.125000 Penalty: 4605.996094
	Iteration 11Q: 3 clusters Score -1296039 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1296089.125000 Penalty: 4605.996094
	Iteration 12Q: 3 clusters Score -1296089 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1296113.500000 Penalty: 4605.996094
	Iteration 13Q: 3 clusters Score -1296114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1296125.875000 Penalty: 4605.996094
	Iteration 14Q: 3 clusters Score -1296126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1296138.375000 Penalty: 4605.996094
	Iteration 15Q: 3 clusters Score -1296138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1296145.875000 Penalty: 4605.996094
	Iteration 16Q: 3 clusters Score -1296146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1296151.500000 Penalty: 4605.996094
	Iteration 17Q: 3 clusters Score -1296152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1296152.875000 Penalty: 4605.996094
	Iteration 18Q: 3 clusters Score -1296153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1296156.625000 Penalty: 4605.996094
	Iteration 19Q: 3 clusters Score -1296157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1296161.250000 Penalty: 4605.996094
	Iteration 20F: 3 clusters Score -1296161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1296156.000000 Penalty: 4605.996094
	Iteration 21Q: 3 clusters Score -1296156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1296158.375000 Penalty: 4605.996094
	Iteration 22Q: 3 clusters Score -1296158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1296157.875000 Penalty: 4605.996094
	Iteration 23Q: 3 clusters Score -1296158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1296158.625000 Penalty: 4605.996094
	Iteration 24Q: 3 clusters Score -1296159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1296162.375000 Penalty: 4605.996094
	Iteration 25Q: 3 clusters Score -1296162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1296160.750000 Penalty: 4605.996094
	Iteration 26Q: 3 clusters Score -1296161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1296158.875000 Penalty: 4605.996094
	Iteration 27Q: 3 clusters Score -1296159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1296160.250000 Penalty: 4605.996094
	Iteration 28Q: 3 clusters Score -1296160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1296160.250000 Penalty: 4605.996094
	Iteration 29F: 3 clusters Score -1296160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Entering Unmasked Estep 
Score: -385538.343750 Penalty: 2009.516479
	Iteration 0F: 2 clusters Score -385538.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -382070.250000 Penalty: 4019.032959
	Iteration 0F: 3 clusters Score -382070.2 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -382978.593750 Penalty: 4019.032959
	Iteration 1F: 3 clusters Score -382978.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -383372.656250 Penalty: 4019.032959
	Iteration 2F: 3 clusters Score -383372.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -383679.968750 Penalty: 4019.032959
	Iteration 3F: 3 clusters Score -383680 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -383912.312500 Penalty: 4019.032959
	Iteration 4F: 3 clusters Score -383912.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -384082.093750 Penalty: 4019.032959
	Iteration 5Q: 3 clusters Score -384082.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -384183.031250 Penalty: 4019.032959
	Iteration 6Q: 3 clusters Score -384183 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -384233.625000 Penalty: 4019.032959
	Iteration 7Q: 3 clusters Score -384233.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -384260.312500 Penalty: 4019.032959
	Iteration 8Q: 3 clusters Score -384260.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -384283.125000 Penalty: 4019.032959
	Iteration 9Q: 3 clusters Score -384283.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -384299.031250 Penalty: 4019.032959
	Iteration 10Q: 3 clusters Score -384299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -384307.968750 Penalty: 4019.032959
	Iteration 11Q: 3 clusters Score -384308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -384315.031250 Penalty: 4019.032959
	Iteration 12Q: 3 clusters Score -384315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -384320.343750 Penalty: 4019.032959
	Iteration 13Q: 3 clusters Score -384320.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -384325.531250 Penalty: 4019.032959
	Iteration 14Q: 3 clusters Score -384325.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -384330.656250 Penalty: 4019.032959
	Iteration 15Q: 3 clusters Score -384330.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -384334.843750 Penalty: 4019.032959
	Iteration 16Q: 3 clusters Score -384334.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -384339.593750 Penalty: 4019.032959
	Iteration 17Q: 3 clusters Score -384339.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -384344.375000 Penalty: 4019.032959
	Iteration 18Q: 3 clusters Score -384344.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -384347.531250 Penalty: 4019.032959
	Iteration 19Q: 3 clusters Score -384347.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -384348.968750 Penalty: 4019.032959
	Iteration 20F: 3 clusters Score -384349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -384350.500000 Penalty: 4019.032959
	Iteration 21Q: 3 clusters Score -384350.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -384351.843750 Penalty: 4019.032959
	Iteration 22Q: 3 clusters Score -384351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -384352.687500 Penalty: 4019.032959
	Iteration 23Q: 3 clusters Score -384352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -384353.843750 Penalty: 4019.032959
	Iteration 24Q: 3 clusters Score -384353.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -384355.437500 Penalty: 4019.032959
	Iteration 25Q: 3 clusters Score -384355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -384355.937500 Penalty: 4019.032959
	Iteration 26Q: 3 clusters Score -384355.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -384356.500000 Penalty: 4019.032959
	Iteration 27Q: 3 clusters Score -384356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -384356.500000 Penalty: 4019.032959
	Iteration 28F: 3 clusters Score -384356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Entering Unmasked Estep 
Score: -698457.250000 Penalty: 2148.086670
	Iteration 0F: 2 clusters Score -698457.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -693536.625000 Penalty: 4296.173340
	Iteration 0F: 3 clusters Score -693536.6 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -694656.062500 Penalty: 4296.173340
	Iteration 1F: 3 clusters Score -694656.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -694867.875000 Penalty: 4296.173340
	Iteration 2F: 3 clusters Score -694867.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -695004.062500 Penalty: 4296.173340
	Iteration 3Q: 3 clusters Score -695004.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -695079.687500 Penalty: 4296.173340
	Iteration 4Q: 3 clusters Score -695079.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -695132.375000 Penalty: 4296.173340
	Iteration 5Q: 3 clusters Score -695132.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -695184.437500 Penalty: 4296.173340
	Iteration 6Q: 3 clusters Score -695184.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -695219.125000 Penalty: 4296.173340
	Iteration 7Q: 3 clusters Score -695219.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -695249.937500 Penalty: 4296.173340
	Iteration 8Q: 3 clusters Score -695249.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -695280.937500 Penalty: 4296.173340
	Iteration 9Q: 3 clusters Score -695280.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -695312.312500 Penalty: 4296.173340
	Iteration 10Q: 3 clusters Score -695312.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -695356.062500 Penalty: 4296.173340
	Iteration 11Q: 3 clusters Score -695356.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -695395.875000 Penalty: 4296.173340
	Iteration 12Q: 3 clusters Score -695395.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -695433.250000 Penalty: 4296.173340
	Iteration 13Q: 3 clusters Score -695433.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -695475.750000 Penalty: 4296.173340
	Iteration 14Q: 3 clusters Score -695475.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -695523.437500 Penalty: 4296.173340
	Iteration 15Q: 3 clusters Score -695523.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -695580.000000 Penalty: 4296.173340
	Iteration 16Q: 3 clusters Score -695580 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -695636.187500 Penalty: 4296.173340
	Iteration 17Q: 3 clusters Score -695636.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -695705.687500 Penalty: 4296.173340
	Iteration 18Q: 3 clusters Score -695705.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -695783.250000 Penalty: 4296.173340
	Iteration 19Q: 3 clusters Score -695783.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -695876.562500 Penalty: 4296.173340
	Iteration 20F: 3 clusters Score -695876.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -695967.062500 Penalty: 4296.173340
	Iteration 21Q: 3 clusters Score -695967.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -696055.812500 Penalty: 4296.173340
	Iteration 22Q: 3 clusters Score -696055.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -696158.687500 Penalty: 4296.173340
	Iteration 23Q: 3 clusters Score -696158.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -696248.437500 Penalty: 4296.173340
	Iteration 24Q: 3 clusters Score -696248.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -696331.437500 Penalty: 4296.173340
	Iteration 25Q: 3 clusters Score -696331.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -696400.375000 Penalty: 4296.173340
	Iteration 26Q: 3 clusters Score -696400.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -696445.562500 Penalty: 4296.173340
	Iteration 27Q: 3 clusters Score -696445.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -696477.875000 Penalty: 4296.173340
	Iteration 28Q: 3 clusters Score -696477.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -696501.812500 Penalty: 4296.173340
	Iteration 29Q: 3 clusters Score -696501.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -696517.812500 Penalty: 4296.173340
	Iteration 30Q: 3 clusters Score -696517.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -696524.437500 Penalty: 4296.173340
	Iteration 31Q: 3 clusters Score -696524.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -696534.187500 Penalty: 4296.173340
	Iteration 32Q: 3 clusters Score -696534.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -696541.687500 Penalty: 4296.173340
	Iteration 33Q: 3 clusters Score -696541.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -696548.812500 Penalty: 4296.173340
	Iteration 34Q: 3 clusters Score -696548.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -696553.375000 Penalty: 4296.173340
	Iteration 35Q: 3 clusters Score -696553.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -696558.062500 Penalty: 4296.173340
	Iteration 36Q: 3 clusters Score -696558.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -696562.375000 Penalty: 4296.173340
	Iteration 37Q: 3 clusters Score -696562.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -696566.375000 Penalty: 4296.173340
	Iteration 38Q: 3 clusters Score -696566.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -696570.875000 Penalty: 4296.173340
	Iteration 39Q: 3 clusters Score -696570.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -696575.937500 Penalty: 4296.173340
	Iteration 40F: 3 clusters Score -696575.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -696579.437500 Penalty: 4296.173340
	Iteration 41Q: 3 clusters Score -696579.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -696584.562500 Penalty: 4296.173340
	Iteration 42Q: 3 clusters Score -696584.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -696588.375000 Penalty: 4296.173340
	Iteration 43Q: 3 clusters Score -696588.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -696594.687500 Penalty: 4296.173340
	Iteration 44Q: 3 clusters Score -696594.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -696602.812500 Penalty: 4296.173340
	Iteration 45Q: 3 clusters Score -696602.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -696609.375000 Penalty: 4296.173340
	Iteration 46Q: 3 clusters Score -696609.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -696615.062500 Penalty: 4296.173340
	Iteration 47Q: 3 clusters Score -696615.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -696618.250000 Penalty: 4296.173340
	Iteration 48Q: 3 clusters Score -696618.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -696622.500000 Penalty: 4296.173340
	Iteration 49Q: 3 clusters Score -696622.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -696626.375000 Penalty: 4296.173340
	Iteration 50Q: 3 clusters Score -696626.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -696626.812500 Penalty: 4296.173340
	Iteration 51Q: 3 clusters Score -696626.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -696629.312500 Penalty: 4296.173340
	Iteration 52Q: 3 clusters Score -696629.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -696634.125000 Penalty: 4296.173340
	Iteration 53Q: 3 clusters Score -696634.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -696637.937500 Penalty: 4296.173340
	Iteration 54Q: 3 clusters Score -696637.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -696643.062500 Penalty: 4296.173340
	Iteration 55Q: 3 clusters Score -696643.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -696644.625000 Penalty: 4296.173340
	Iteration 56Q: 3 clusters Score -696644.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -696651.437500 Penalty: 4296.173340
	Iteration 57Q: 3 clusters Score -696651.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -696654.312500 Penalty: 4296.173340
	Iteration 58Q: 3 clusters Score -696654.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -696655.562500 Penalty: 4296.173340
	Iteration 59Q: 3 clusters Score -696655.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -696658.875000 Penalty: 4296.173340
	Iteration 60F: 3 clusters Score -696658.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -696666.125000 Penalty: 4296.173340
	Iteration 61Q: 3 clusters Score -696666.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -696670.437500 Penalty: 4296.173340
	Iteration 62Q: 3 clusters Score -696670.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -696673.187500 Penalty: 4296.173340
	Iteration 63Q: 3 clusters Score -696673.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -696677.687500 Penalty: 4296.173340
	Iteration 64Q: 3 clusters Score -696677.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -696681.250000 Penalty: 4296.173340
	Iteration 65Q: 3 clusters Score -696681.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -696683.875000 Penalty: 4296.173340
	Iteration 66Q: 3 clusters Score -696683.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -696689.750000 Penalty: 4296.173340
	Iteration 67Q: 3 clusters Score -696689.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -696694.125000 Penalty: 4296.173340
	Iteration 68Q: 3 clusters Score -696694.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -696697.250000 Penalty: 4296.173340
	Iteration 69Q: 3 clusters Score -696697.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -696703.687500 Penalty: 4296.173340
	Iteration 70Q: 3 clusters Score -696703.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -696707.437500 Penalty: 4296.173340
	Iteration 71Q: 3 clusters Score -696707.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -696713.937500 Penalty: 4296.173340
	Iteration 72Q: 3 clusters Score -696713.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -696715.812500 Penalty: 4296.173340
	Iteration 73Q: 3 clusters Score -696715.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -696720.500000 Penalty: 4296.173340
	Iteration 74Q: 3 clusters Score -696720.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -696723.937500 Penalty: 4296.173340
	Iteration 75Q: 3 clusters Score -696723.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -696725.125000 Penalty: 4296.173340
	Iteration 76Q: 3 clusters Score -696725.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -696729.937500 Penalty: 4296.173340
	Iteration 77Q: 3 clusters Score -696729.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -696733.812500 Penalty: 4296.173340
	Iteration 78Q: 3 clusters Score -696733.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -696738.375000 Penalty: 4296.173340
	Iteration 79Q: 3 clusters Score -696738.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -696740.000000 Penalty: 4296.173340
	Iteration 80F: 3 clusters Score -696740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -696743.437500 Penalty: 4296.173340
	Iteration 81Q: 3 clusters Score -696743.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -696748.375000 Penalty: 4296.173340
	Iteration 82Q: 3 clusters Score -696748.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -696751.750000 Penalty: 4296.173340
	Iteration 83Q: 3 clusters Score -696751.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -696755.000000 Penalty: 4296.173340
	Iteration 84Q: 3 clusters Score -696755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -696758.437500 Penalty: 4296.173340
	Iteration 85Q: 3 clusters Score -696758.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -696761.500000 Penalty: 4296.173340
	Iteration 86Q: 3 clusters Score -696761.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -696767.375000 Penalty: 4296.173340
	Iteration 87Q: 3 clusters Score -696767.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -696775.562500 Penalty: 4296.173340
	Iteration 88Q: 3 clusters Score -696775.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -696778.562500 Penalty: 4296.173340
	Iteration 89Q: 3 clusters Score -696778.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -696782.562500 Penalty: 4296.173340
	Iteration 90Q: 3 clusters Score -696782.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -696783.500000 Penalty: 4296.173340
	Iteration 91Q: 3 clusters Score -696783.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -696784.937500 Penalty: 4296.173340
	Iteration 92Q: 3 clusters Score -696784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -696786.312500 Penalty: 4296.173340
	Iteration 93Q: 3 clusters Score -696786.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -696789.125000 Penalty: 4296.173340
	Iteration 94Q: 3 clusters Score -696789.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -696788.750000 Penalty: 4296.173340
	Iteration 95Q: 3 clusters Score -696788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -696788.750000 Penalty: 4296.173340
	Iteration 96F: 3 clusters Score -696788.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Entering Unmasked Estep 
Score: -845108.875000 Penalty: 2201.036377
	Iteration 0F: 2 clusters Score -845108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -839228.750000 Penalty: 4402.072754
	Iteration 0F: 3 clusters Score -839228.8 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -841055.437500 Penalty: 4402.072754
	Iteration 1F: 3 clusters Score -841055.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -841641.000000 Penalty: 4402.072754
	Iteration 2F: 3 clusters Score -841641 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -842193.062500 Penalty: 4402.072754
	Iteration 3F: 3 clusters Score -842193.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -842732.062500 Penalty: 4402.072754
	Iteration 4F: 3 clusters Score -842732.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -843198.500000 Penalty: 4402.072754
	Iteration 5F: 3 clusters Score -843198.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -843549.375000 Penalty: 4402.072754
	Iteration 6F: 3 clusters Score -843549.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -843834.750000 Penalty: 4402.072754
	Iteration 7F: 3 clusters Score -843834.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -844031.625000 Penalty: 4402.072754
	Iteration 8Q: 3 clusters Score -844031.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -844167.000000 Penalty: 4402.072754
	Iteration 9Q: 3 clusters Score -844167 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -844257.625000 Penalty: 4402.072754
	Iteration 10Q: 3 clusters Score -844257.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -844351.562500 Penalty: 4402.072754
	Iteration 11Q: 3 clusters Score -844351.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -844426.687500 Penalty: 4402.072754
	Iteration 12Q: 3 clusters Score -844426.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -844494.500000 Penalty: 4402.072754
	Iteration 13Q: 3 clusters Score -844494.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -844573.375000 Penalty: 4402.072754
	Iteration 14Q: 3 clusters Score -844573.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -844636.875000 Penalty: 4402.072754
	Iteration 15Q: 3 clusters Score -844636.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -844690.750000 Penalty: 4402.072754
	Iteration 16Q: 3 clusters Score -844690.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -844728.750000 Penalty: 4402.072754
	Iteration 17Q: 3 clusters Score -844728.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -844767.312500 Penalty: 4402.072754
	Iteration 18Q: 3 clusters Score -844767.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -844799.750000 Penalty: 4402.072754
	Iteration 19Q: 3 clusters Score -844799.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -844821.875000 Penalty: 4402.072754
	Iteration 20F: 3 clusters Score -844821.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -844835.875000 Penalty: 4402.072754
	Iteration 21Q: 3 clusters Score -844835.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -844842.187500 Penalty: 4402.072754
	Iteration 22Q: 3 clusters Score -844842.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -844847.937500 Penalty: 4402.072754
	Iteration 23Q: 3 clusters Score -844847.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -844852.875000 Penalty: 4402.072754
	Iteration 24Q: 3 clusters Score -844852.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -844857.125000 Penalty: 4402.072754
	Iteration 25Q: 3 clusters Score -844857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -844858.562500 Penalty: 4402.072754
	Iteration 26Q: 3 clusters Score -844858.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -844858.812500 Penalty: 4402.072754
	Iteration 27Q: 3 clusters Score -844858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -844862.437500 Penalty: 4402.072754
	Iteration 28Q: 3 clusters Score -844862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -844863.375000 Penalty: 4402.072754
	Iteration 29Q: 3 clusters Score -844863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -844863.687500 Penalty: 4402.072754
	Iteration 30Q: 3 clusters Score -844863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -844865.875000 Penalty: 4402.072754
	Iteration 31Q: 3 clusters Score -844865.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -844867.187500 Penalty: 4402.072754
	Iteration 32Q: 3 clusters Score -844867.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -844867.875000 Penalty: 4402.072754
	Iteration 33Q: 3 clusters Score -844867.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -844869.000000 Penalty: 4402.072754
	Iteration 34Q: 3 clusters Score -844869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -844867.937500 Penalty: 4402.072754
	Iteration 35Q: 3 clusters Score -844867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -844870.000000 Penalty: 4402.072754
	Iteration 36Q: 3 clusters Score -844870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -844869.437500 Penalty: 4402.072754
	Iteration 37Q: 3 clusters Score -844869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -844870.437500 Penalty: 4402.072754
	Iteration 38Q: 3 clusters Score -844870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -844871.375000 Penalty: 4402.072754
	Iteration 39Q: 3 clusters Score -844871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -844871.000000 Penalty: 4402.072754
	Iteration 40F: 3 clusters Score -844871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -844871.687500 Penalty: 4402.072754
	Iteration 41Q: 3 clusters Score -844871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -844872.437500 Penalty: 4402.072754
	Iteration 42Q: 3 clusters Score -844872.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -844871.125000 Penalty: 4402.072754
	Iteration 43Q: 3 clusters Score -844871.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -844871.125000 Penalty: 4402.072754
	Iteration 44F: 3 clusters Score -844871.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95520 members 
Entering Unmasked Estep 
Score: -11604705.000000 Penalty: 2843.838379
	Iteration 0F: 2 clusters Score -1.16047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -11540949.000000 Penalty: 5687.676758
	Iteration 0F: 3 clusters Score -1.154095e+07 nChanged 45158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -11566430.000000 Penalty: 5687.676758
	Iteration 1F: 3 clusters Score -1.156643e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -11567073.000000 Penalty: 5687.676758
	Iteration 2Q: 3 clusters Score -1.156707e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -11567696.000000 Penalty: 5687.676758
	Iteration 3Q: 3 clusters Score -1.15677e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -11568391.000000 Penalty: 5687.676758
	Iteration 4Q: 3 clusters Score -1.156839e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -11569360.000000 Penalty: 5687.676758
	Iteration 5Q: 3 clusters Score -1.156936e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -11570834.000000 Penalty: 5687.676758
	Iteration 6Q: 3 clusters Score -1.157083e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -11573427.000000 Penalty: 5687.676758
	Iteration 7Q: 3 clusters Score -1.157343e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -11577185.000000 Penalty: 5687.676758
	Iteration 8F: 3 clusters Score -1.157718e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -11582614.000000 Penalty: 5687.676758
	Iteration 9F: 3 clusters Score -1.158261e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -11588804.000000 Penalty: 5687.676758
	Iteration 10F: 3 clusters Score -1.15888e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
Score: -11594091.000000 Penalty: 5687.676758
	Iteration 11F: 3 clusters Score -1.159409e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 89588 members 
Entering Unmasked Estep 
Score: -11597919.000000 Penalty: 5687.676758
	Iteration 12Q: 3 clusters Score -1.159792e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 92014 members 
Entering Unmasked Estep 
Score: -11600087.000000 Penalty: 5687.676758
	Iteration 13Q: 3 clusters Score -1.160009e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 93315 members 
Entering Unmasked Estep 
Score: -11601216.000000 Penalty: 5687.676758
	Iteration 14Q: 3 clusters Score -1.160122e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 93960 members 
Entering Unmasked Estep 
Score: -11601781.000000 Penalty: 5687.676758
	Iteration 15Q: 3 clusters Score -1.160178e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 94288 members 
Entering Unmasked Estep 
Score: -11602047.000000 Penalty: 5687.676758
	Iteration 16Q: 3 clusters Score -1.160205e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 94475 members 
Entering Unmasked Estep 
Score: -11602183.000000 Penalty: 5687.676758
	Iteration 17Q: 3 clusters Score -1.160218e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 94589 members 
Entering Unmasked Estep 
Score: -11602255.000000 Penalty: 5687.676758
	Iteration 18Q: 3 clusters Score -1.160226e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 94663 members 
Entering Unmasked Estep 
Score: -11602300.000000 Penalty: 5687.676758
	Iteration 19Q: 3 clusters Score -1.16023e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 94724 members 
Entering Unmasked Estep 
Score: -11602327.000000 Penalty: 5687.676758
	Iteration 20F: 3 clusters Score -1.160233e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 94761 members 
Entering Unmasked Estep 
Score: -11602338.000000 Penalty: 5687.676758
	Iteration 21Q: 3 clusters Score -1.160234e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 94791 members 
Entering Unmasked Estep 
Score: -11602363.000000 Penalty: 5687.676758
	Iteration 22Q: 3 clusters Score -1.160236e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 94816 members 
Entering Unmasked Estep 
Score: -11602397.000000 Penalty: 5687.676758
	Iteration 23Q: 3 clusters Score -1.16024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 94831 members 
Entering Unmasked Estep 
Score: -11602420.000000 Penalty: 5687.676758
	Iteration 24Q: 3 clusters Score -1.160242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 94837 members 
Entering Unmasked Estep 
Score: -11602419.000000 Penalty: 5687.676758
	Iteration 25Q: 3 clusters Score -1.160242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 94843 members 
Entering Unmasked Estep 
Score: -11602428.000000 Penalty: 5687.676758
	Iteration 26Q: 3 clusters Score -1.160243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 94855 members 
Entering Unmasked Estep 
Score: -11602435.000000 Penalty: 5687.676758
	Iteration 27Q: 3 clusters Score -1.160244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -11602451.000000 Penalty: 5687.676758
	Iteration 28Q: 3 clusters Score -1.160245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -11602468.000000 Penalty: 5687.676758
	Iteration 29Q: 3 clusters Score -1.160247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -11602463.000000 Penalty: 5687.676758
	Iteration 30Q: 3 clusters Score -1.160246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 94887 members 
Entering Unmasked Estep 
Score: -11602460.000000 Penalty: 5687.676758
	Iteration 31Q: 3 clusters Score -1.160246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 94887 members 
Entering Unmasked Estep 
Score: -11602460.000000 Penalty: 5687.676758
	Iteration 32F: 3 clusters Score -1.160246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Entering Unmasked Estep 
Score: -563655.500000 Penalty: 2081.910156
	Iteration 0F: 2 clusters Score -563655.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -559480.625000 Penalty: 4163.820312
	Iteration 0F: 3 clusters Score -559480.6 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -560473.875000 Penalty: 4163.820312
	Iteration 1F: 3 clusters Score -560473.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -560705.375000 Penalty: 4163.820312
	Iteration 2F: 3 clusters Score -560705.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -560843.187500 Penalty: 4163.820312
	Iteration 3F: 3 clusters Score -560843.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -560933.125000 Penalty: 4163.820312
	Iteration 4Q: 3 clusters Score -560933.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -561002.250000 Penalty: 4163.820312
	Iteration 5Q: 3 clusters Score -561002.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -561060.062500 Penalty: 4163.820312
	Iteration 6Q: 3 clusters Score -561060.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -561107.187500 Penalty: 4163.820312
	Iteration 7Q: 3 clusters Score -561107.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -561153.437500 Penalty: 4163.820312
	Iteration 8Q: 3 clusters Score -561153.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -561203.625000 Penalty: 4163.820312
	Iteration 9Q: 3 clusters Score -561203.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -561257.187500 Penalty: 4163.820312
	Iteration 10Q: 3 clusters Score -561257.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -561300.062500 Penalty: 4163.820312
	Iteration 11Q: 3 clusters Score -561300.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -561329.750000 Penalty: 4163.820312
	Iteration 12Q: 3 clusters Score -561329.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -561353.750000 Penalty: 4163.820312
	Iteration 13Q: 3 clusters Score -561353.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -561376.125000 Penalty: 4163.820312
	Iteration 14Q: 3 clusters Score -561376.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -561400.250000 Penalty: 4163.820312
	Iteration 15Q: 3 clusters Score -561400.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -561418.250000 Penalty: 4163.820312
	Iteration 16Q: 3 clusters Score -561418.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -561440.312500 Penalty: 4163.820312
	Iteration 17Q: 3 clusters Score -561440.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -561466.937500 Penalty: 4163.820312
	Iteration 18Q: 3 clusters Score -561466.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -561483.625000 Penalty: 4163.820312
	Iteration 19Q: 3 clusters Score -561483.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -561500.812500 Penalty: 4163.820312
	Iteration 20F: 3 clusters Score -561500.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -561516.937500 Penalty: 4163.820312
	Iteration 21Q: 3 clusters Score -561516.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -561534.000000 Penalty: 4163.820312
	Iteration 22Q: 3 clusters Score -561534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -561559.687500 Penalty: 4163.820312
	Iteration 23Q: 3 clusters Score -561559.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -561583.750000 Penalty: 4163.820312
	Iteration 24Q: 3 clusters Score -561583.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -561606.312500 Penalty: 4163.820312
	Iteration 25Q: 3 clusters Score -561606.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -561629.437500 Penalty: 4163.820312
	Iteration 26Q: 3 clusters Score -561629.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -561646.750000 Penalty: 4163.820312
	Iteration 27Q: 3 clusters Score -561646.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -561660.312500 Penalty: 4163.820312
	Iteration 28Q: 3 clusters Score -561660.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -561669.500000 Penalty: 4163.820312
	Iteration 29Q: 3 clusters Score -561669.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -561675.375000 Penalty: 4163.820312
	Iteration 30Q: 3 clusters Score -561675.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -561678.312500 Penalty: 4163.820312
	Iteration 31Q: 3 clusters Score -561678.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -561682.500000 Penalty: 4163.820312
	Iteration 32Q: 3 clusters Score -561682.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -561686.875000 Penalty: 4163.820312
	Iteration 33Q: 3 clusters Score -561686.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -561689.687500 Penalty: 4163.820312
	Iteration 34Q: 3 clusters Score -561689.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -561692.875000 Penalty: 4163.820312
	Iteration 35Q: 3 clusters Score -561692.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -561697.937500 Penalty: 4163.820312
	Iteration 36Q: 3 clusters Score -561697.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -561701.875000 Penalty: 4163.820312
	Iteration 37Q: 3 clusters Score -561701.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -561705.187500 Penalty: 4163.820312
	Iteration 38Q: 3 clusters Score -561705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -561708.125000 Penalty: 4163.820312
	Iteration 39Q: 3 clusters Score -561708.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -561711.750000 Penalty: 4163.820312
	Iteration 40F: 3 clusters Score -561711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -561715.062500 Penalty: 4163.820312
	Iteration 41Q: 3 clusters Score -561715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -561715.625000 Penalty: 4163.820312
	Iteration 42Q: 3 clusters Score -561715.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -561716.500000 Penalty: 4163.820312
	Iteration 43Q: 3 clusters Score -561716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -561715.875000 Penalty: 4163.820312
	Iteration 44Q: 3 clusters Score -561715.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -561717.312500 Penalty: 4163.820312
	Iteration 45Q: 3 clusters Score -561717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -561718.312500 Penalty: 4163.820312
	Iteration 46Q: 3 clusters Score -561718.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -561718.500000 Penalty: 4163.820312
	Iteration 47Q: 3 clusters Score -561718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -561719.000000 Penalty: 4163.820312
	Iteration 48Q: 3 clusters Score -561719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -561720.562500 Penalty: 4163.820312
	Iteration 49Q: 3 clusters Score -561720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -561721.000000 Penalty: 4163.820312
	Iteration 50Q: 3 clusters Score -561721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -561721.000000 Penalty: 4163.820312
	Iteration 51F: 3 clusters Score -561721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Entering Unmasked Estep 
Score: -963113.250000 Penalty: 2227.519287
	Iteration 0F: 2 clusters Score -963113.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -956673.062500 Penalty: 4455.038574
	Iteration 0F: 3 clusters Score -956673.1 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -958413.125000 Penalty: 4455.038574
	Iteration 1F: 3 clusters Score -958413.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -958704.000000 Penalty: 4455.038574
	Iteration 2F: 3 clusters Score -958704 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -958923.062500 Penalty: 4455.038574
	Iteration 3F: 3 clusters Score -958923.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -959105.625000 Penalty: 4455.038574
	Iteration 4Q: 3 clusters Score -959105.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -959269.562500 Penalty: 4455.038574
	Iteration 5Q: 3 clusters Score -959269.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -959419.562500 Penalty: 4455.038574
	Iteration 6Q: 3 clusters Score -959419.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -959563.375000 Penalty: 4455.038574
	Iteration 7Q: 3 clusters Score -959563.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -959707.062500 Penalty: 4455.038574
	Iteration 8Q: 3 clusters Score -959707.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -959867.937500 Penalty: 4455.038574
	Iteration 9Q: 3 clusters Score -959867.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -960052.937500 Penalty: 4455.038574
	Iteration 10Q: 3 clusters Score -960052.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -960243.812500 Penalty: 4455.038574
	Iteration 11Q: 3 clusters Score -960243.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -960409.937500 Penalty: 4455.038574
	Iteration 12Q: 3 clusters Score -960409.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -960558.000000 Penalty: 4455.038574
	Iteration 13Q: 3 clusters Score -960558 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -960678.000000 Penalty: 4455.038574
	Iteration 14Q: 3 clusters Score -960678 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -960779.750000 Penalty: 4455.038574
	Iteration 15Q: 3 clusters Score -960779.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -960871.625000 Penalty: 4455.038574
	Iteration 16Q: 3 clusters Score -960871.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -960949.312500 Penalty: 4455.038574
	Iteration 17Q: 3 clusters Score -960949.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -961005.812500 Penalty: 4455.038574
	Iteration 18Q: 3 clusters Score -961005.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -961037.812500 Penalty: 4455.038574
	Iteration 19Q: 3 clusters Score -961037.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -961057.687500 Penalty: 4455.038574
	Iteration 20F: 3 clusters Score -961057.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -961069.437500 Penalty: 4455.038574
	Iteration 21Q: 3 clusters Score -961069.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -961079.437500 Penalty: 4455.038574
	Iteration 22Q: 3 clusters Score -961079.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -961085.562500 Penalty: 4455.038574
	Iteration 23Q: 3 clusters Score -961085.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -961093.750000 Penalty: 4455.038574
	Iteration 24Q: 3 clusters Score -961093.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -961103.937500 Penalty: 4455.038574
	Iteration 25Q: 3 clusters Score -961103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -961110.937500 Penalty: 4455.038574
	Iteration 26Q: 3 clusters Score -961110.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -961113.937500 Penalty: 4455.038574
	Iteration 27Q: 3 clusters Score -961113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -961115.187500 Penalty: 4455.038574
	Iteration 28Q: 3 clusters Score -961115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -961117.437500 Penalty: 4455.038574
	Iteration 29Q: 3 clusters Score -961117.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -961118.375000 Penalty: 4455.038574
	Iteration 30Q: 3 clusters Score -961118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -961118.000000 Penalty: 4455.038574
	Iteration 31Q: 3 clusters Score -961118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -961118.062500 Penalty: 4455.038574
	Iteration 32Q: 3 clusters Score -961118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -961118.000000 Penalty: 4455.038574
	Iteration 33Q: 3 clusters Score -961118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -961119.125000 Penalty: 4455.038574
	Iteration 34Q: 3 clusters Score -961119.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -961121.250000 Penalty: 4455.038574
	Iteration 35Q: 3 clusters Score -961121.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -961122.062500 Penalty: 4455.038574
	Iteration 36Q: 3 clusters Score -961122.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -961122.062500 Penalty: 4455.038574
	Iteration 37F: 3 clusters Score -961122.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (135234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135234 members 
Entering Unmasked Estep 
Score: -16418921.000000 Penalty: 2930.061035
	Iteration 0F: 2 clusters Score -1.641892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67403 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -16328767.000000 Penalty: 5860.122070
	Iteration 0F: 3 clusters Score -1.632877e+07 nChanged 64332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -16366012.000000 Penalty: 5860.122070
	Iteration 1F: 3 clusters Score -1.636601e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -16367203.000000 Penalty: 5860.122070
	Iteration 2Q: 3 clusters Score -1.63672e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 76761 members 
Entering Unmasked Estep 
Score: -16368841.000000 Penalty: 5860.122070
	Iteration 3Q: 3 clusters Score -1.636884e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 81966 members 
Entering Unmasked Estep 
Score: -16371420.000000 Penalty: 5860.122070
	Iteration 4Q: 3 clusters Score -1.637142e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 89493 members 
Entering Unmasked Estep 
Score: -16376077.000000 Penalty: 5860.122070
	Iteration 5F: 3 clusters Score -1.637608e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 99334 members 
Entering Unmasked Estep 
Score: -16383399.000000 Penalty: 5860.122070
	Iteration 6F: 3 clusters Score -1.63834e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 110610 members 
Entering Unmasked Estep 
Score: -16393293.000000 Penalty: 5860.122070
	Iteration 7F: 3 clusters Score -1.639329e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 120985 members 
Entering Unmasked Estep 
Score: -16403074.000000 Penalty: 5860.122070
	Iteration 8F: 3 clusters Score -1.640307e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 128241 members 
Entering Unmasked Estep 
Score: -16409863.000000 Penalty: 5860.122070
	Iteration 9F: 3 clusters Score -1.640986e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 132221 members 
Entering Unmasked Estep 
Score: -16413567.000000 Penalty: 5860.122070
	Iteration 10Q: 3 clusters Score -1.641357e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 133957 members 
Entering Unmasked Estep 
Score: -16415217.000000 Penalty: 5860.122070
	Iteration 11Q: 3 clusters Score -1.641522e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 134579 members 
Entering Unmasked Estep 
Score: -16415842.000000 Penalty: 5860.122070
	Iteration 12Q: 3 clusters Score -1.641584e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 134789 members 
Entering Unmasked Estep 
Score: -16416087.000000 Penalty: 5860.122070
	Iteration 13Q: 3 clusters Score -1.641609e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 134870 members 
Entering Unmasked Estep 
Score: -16416172.000000 Penalty: 5860.122070
	Iteration 14Q: 3 clusters Score -1.641617e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 134901 members 
Entering Unmasked Estep 
Score: -16416243.000000 Penalty: 5860.122070
	Iteration 15Q: 3 clusters Score -1.641624e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 134912 members 
Entering Unmasked Estep 
Score: -16416268.000000 Penalty: 5860.122070
	Iteration 16Q: 3 clusters Score -1.641627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 134915 members 
Entering Unmasked Estep 
Score: -16416280.000000 Penalty: 5860.122070
	Iteration 17Q: 3 clusters Score -1.641628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 134914 members 
Entering Unmasked Estep 
Score: -16416287.000000 Penalty: 5860.122070
	Iteration 18Q: 3 clusters Score -1.641629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 134917 members 
Entering Unmasked Estep 
Score: -16416295.000000 Penalty: 5860.122070
	Iteration 19Q: 3 clusters Score -1.64163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 134918 members 
Entering Unmasked Estep 
Score: -16416296.000000 Penalty: 5860.122070
	Iteration 20F: 3 clusters Score -1.64163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 134917 members 
Entering Unmasked Estep 
Score: -16416311.000000 Penalty: 5860.122070
	Iteration 21Q: 3 clusters Score -1.641631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 134917 members 
Entering Unmasked Estep 
Score: -16416311.000000 Penalty: 5860.122070
	Iteration 22F: 3 clusters Score -1.641631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Entering Unmasked Estep 
Score: -599062.437500 Penalty: 2118.532715
	Iteration 0F: 2 clusters Score -599062.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -594424.812500 Penalty: 4237.065430
	Iteration 0F: 3 clusters Score -594424.8 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -595579.375000 Penalty: 4237.065430
	Iteration 1F: 3 clusters Score -595579.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -595986.875000 Penalty: 4237.065430
	Iteration 2F: 3 clusters Score -595986.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -596384.375000 Penalty: 4237.065430
	Iteration 3F: 3 clusters Score -596384.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -596775.437500 Penalty: 4237.065430
	Iteration 4F: 3 clusters Score -596775.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -597083.937500 Penalty: 4237.065430
	Iteration 5F: 3 clusters Score -597083.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -597286.375000 Penalty: 4237.065430
	Iteration 6Q: 3 clusters Score -597286.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -597427.562500 Penalty: 4237.065430
	Iteration 7Q: 3 clusters Score -597427.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -597526.562500 Penalty: 4237.065430
	Iteration 8Q: 3 clusters Score -597526.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -597587.937500 Penalty: 4237.065430
	Iteration 9Q: 3 clusters Score -597587.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -597624.750000 Penalty: 4237.065430
	Iteration 10Q: 3 clusters Score -597624.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -597652.625000 Penalty: 4237.065430
	Iteration 11Q: 3 clusters Score -597652.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -597665.875000 Penalty: 4237.065430
	Iteration 12Q: 3 clusters Score -597665.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -597675.375000 Penalty: 4237.065430
	Iteration 13Q: 3 clusters Score -597675.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -597683.937500 Penalty: 4237.065430
	Iteration 14Q: 3 clusters Score -597683.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -597689.187500 Penalty: 4237.065430
	Iteration 15Q: 3 clusters Score -597689.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -597695.812500 Penalty: 4237.065430
	Iteration 16Q: 3 clusters Score -597695.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -597699.812500 Penalty: 4237.065430
	Iteration 17Q: 3 clusters Score -597699.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -597706.750000 Penalty: 4237.065430
	Iteration 18Q: 3 clusters Score -597706.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -597708.812500 Penalty: 4237.065430
	Iteration 19Q: 3 clusters Score -597708.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -597711.187500 Penalty: 4237.065430
	Iteration 20F: 3 clusters Score -597711.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -597713.375000 Penalty: 4237.065430
	Iteration 21Q: 3 clusters Score -597713.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -597714.687500 Penalty: 4237.065430
	Iteration 22Q: 3 clusters Score -597714.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -597715.062500 Penalty: 4237.065430
	Iteration 23Q: 3 clusters Score -597715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -597716.562500 Penalty: 4237.065430
	Iteration 24Q: 3 clusters Score -597716.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -597716.875000 Penalty: 4237.065430
	Iteration 25Q: 3 clusters Score -597716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -597718.875000 Penalty: 4237.065430
	Iteration 26Q: 3 clusters Score -597718.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -597721.500000 Penalty: 4237.065430
	Iteration 27Q: 3 clusters Score -597721.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -597726.125000 Penalty: 4237.065430
	Iteration 28Q: 3 clusters Score -597726.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -597729.375000 Penalty: 4237.065430
	Iteration 29Q: 3 clusters Score -597729.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -597730.312500 Penalty: 4237.065430
	Iteration 30Q: 3 clusters Score -597730.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -597733.000000 Penalty: 4237.065430
	Iteration 31Q: 3 clusters Score -597733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -597734.625000 Penalty: 4237.065430
	Iteration 32Q: 3 clusters Score -597734.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -597736.187500 Penalty: 4237.065430
	Iteration 33Q: 3 clusters Score -597736.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -597737.875000 Penalty: 4237.065430
	Iteration 34Q: 3 clusters Score -597737.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -597738.437500 Penalty: 4237.065430
	Iteration 35Q: 3 clusters Score -597738.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -597741.812500 Penalty: 4237.065430
	Iteration 36Q: 3 clusters Score -597741.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -597744.750000 Penalty: 4237.065430
	Iteration 37Q: 3 clusters Score -597744.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -597749.750000 Penalty: 4237.065430
	Iteration 38Q: 3 clusters Score -597749.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -597752.750000 Penalty: 4237.065430
	Iteration 39Q: 3 clusters Score -597752.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -597759.437500 Penalty: 4237.065430
	Iteration 40F: 3 clusters Score -597759.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -597762.750000 Penalty: 4237.065430
	Iteration 41Q: 3 clusters Score -597762.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -597764.812500 Penalty: 4237.065430
	Iteration 42Q: 3 clusters Score -597764.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -597767.437500 Penalty: 4237.065430
	Iteration 43Q: 3 clusters Score -597767.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -597769.750000 Penalty: 4237.065430
	Iteration 44Q: 3 clusters Score -597769.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -597770.062500 Penalty: 4237.065430
	Iteration 45Q: 3 clusters Score -597770.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -597774.250000 Penalty: 4237.065430
	Iteration 46Q: 3 clusters Score -597774.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -597778.687500 Penalty: 4237.065430
	Iteration 47Q: 3 clusters Score -597778.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -597781.437500 Penalty: 4237.065430
	Iteration 48Q: 3 clusters Score -597781.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -597783.562500 Penalty: 4237.065430
	Iteration 49Q: 3 clusters Score -597783.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -597787.437500 Penalty: 4237.065430
	Iteration 50Q: 3 clusters Score -597787.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -597791.000000 Penalty: 4237.065430
	Iteration 51Q: 3 clusters Score -597791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -597793.812500 Penalty: 4237.065430
	Iteration 52Q: 3 clusters Score -597793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -597796.312500 Penalty: 4237.065430
	Iteration 53Q: 3 clusters Score -597796.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -597800.687500 Penalty: 4237.065430
	Iteration 54Q: 3 clusters Score -597800.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -597806.875000 Penalty: 4237.065430
	Iteration 55Q: 3 clusters Score -597806.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -597811.562500 Penalty: 4237.065430
	Iteration 56Q: 3 clusters Score -597811.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -597818.312500 Penalty: 4237.065430
	Iteration 57Q: 3 clusters Score -597818.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -597824.812500 Penalty: 4237.065430
	Iteration 58Q: 3 clusters Score -597824.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -597832.125000 Penalty: 4237.065430
	Iteration 59Q: 3 clusters Score -597832.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -597843.625000 Penalty: 4237.065430
	Iteration 60F: 3 clusters Score -597843.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -597850.812500 Penalty: 4237.065430
	Iteration 61Q: 3 clusters Score -597850.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -597858.000000 Penalty: 4237.065430
	Iteration 62Q: 3 clusters Score -597858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -597869.062500 Penalty: 4237.065430
	Iteration 63Q: 3 clusters Score -597869.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -597893.250000 Penalty: 4237.065430
	Iteration 64Q: 3 clusters Score -597893.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -597920.187500 Penalty: 4237.065430
	Iteration 65Q: 3 clusters Score -597920.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -597941.812500 Penalty: 4237.065430
	Iteration 66Q: 3 clusters Score -597941.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -597964.937500 Penalty: 4237.065430
	Iteration 67Q: 3 clusters Score -597964.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -597998.187500 Penalty: 4237.065430
	Iteration 68Q: 3 clusters Score -597998.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -598033.375000 Penalty: 4237.065430
	Iteration 69Q: 3 clusters Score -598033.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -598071.562500 Penalty: 4237.065430
	Iteration 70Q: 3 clusters Score -598071.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -598109.750000 Penalty: 4237.065430
	Iteration 71Q: 3 clusters Score -598109.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -598139.500000 Penalty: 4237.065430
	Iteration 72Q: 3 clusters Score -598139.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -598163.375000 Penalty: 4237.065430
	Iteration 73Q: 3 clusters Score -598163.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -598173.625000 Penalty: 4237.065430
	Iteration 74Q: 3 clusters Score -598173.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -598181.250000 Penalty: 4237.065430
	Iteration 75Q: 3 clusters Score -598181.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -598187.125000 Penalty: 4237.065430
	Iteration 76Q: 3 clusters Score -598187.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -598189.875000 Penalty: 4237.065430
	Iteration 77Q: 3 clusters Score -598189.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -598191.312500 Penalty: 4237.065430
	Iteration 78Q: 3 clusters Score -598191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -598191.500000 Penalty: 4237.065430
	Iteration 79Q: 3 clusters Score -598191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -598192.500000 Penalty: 4237.065430
	Iteration 80F: 3 clusters Score -598192.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -598192.812500 Penalty: 4237.065430
	Iteration 81Q: 3 clusters Score -598192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -598193.125000 Penalty: 4237.065430
	Iteration 82Q: 3 clusters Score -598193.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -598193.125000 Penalty: 4237.065430
	Iteration 83F: 3 clusters Score -598193.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Entering Unmasked Estep 
Score: -1948352.500000 Penalty: 2393.841553
	Iteration 0F: 2 clusters Score -1948352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1937213.500000 Penalty: 4787.683105
	Iteration 0F: 3 clusters Score -1937214 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1940627.500000 Penalty: 4787.683105
	Iteration 1F: 3 clusters Score -1940628 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1940939.375000 Penalty: 4787.683105
	Iteration 2F: 3 clusters Score -1940939 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1941152.500000 Penalty: 4787.683105
	Iteration 3Q: 3 clusters Score -1941152 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1941313.125000 Penalty: 4787.683105
	Iteration 4Q: 3 clusters Score -1941313 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1941441.375000 Penalty: 4787.683105
	Iteration 5Q: 3 clusters Score -1941441 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1941545.250000 Penalty: 4787.683105
	Iteration 6Q: 3 clusters Score -1941545 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1941661.375000 Penalty: 4787.683105
	Iteration 7Q: 3 clusters Score -1941661 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1941783.875000 Penalty: 4787.683105
	Iteration 8Q: 3 clusters Score -1941784 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1941943.875000 Penalty: 4787.683105
	Iteration 9Q: 3 clusters Score -1941944 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1942145.375000 Penalty: 4787.683105
	Iteration 10Q: 3 clusters Score -1942145 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1942408.875000 Penalty: 4787.683105
	Iteration 11Q: 3 clusters Score -1942409 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1942709.750000 Penalty: 4787.683105
	Iteration 12Q: 3 clusters Score -1942710 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1943156.375000 Penalty: 4787.683105
	Iteration 13Q: 3 clusters Score -1943156 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1943670.750000 Penalty: 4787.683105
	Iteration 14Q: 3 clusters Score -1943671 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1944248.875000 Penalty: 4787.683105
	Iteration 15Q: 3 clusters Score -1944249 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1944804.625000 Penalty: 4787.683105
	Iteration 16Q: 3 clusters Score -1944805 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1945256.500000 Penalty: 4787.683105
	Iteration 17Q: 3 clusters Score -1945256 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1945578.500000 Penalty: 4787.683105
	Iteration 18Q: 3 clusters Score -1945578 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1945780.250000 Penalty: 4787.683105
	Iteration 19Q: 3 clusters Score -1945780 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1945909.875000 Penalty: 4787.683105
	Iteration 20F: 3 clusters Score -1945910 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1946005.000000 Penalty: 4787.683105
	Iteration 21Q: 3 clusters Score -1946005 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1946075.750000 Penalty: 4787.683105
	Iteration 22Q: 3 clusters Score -1946076 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1946139.500000 Penalty: 4787.683105
	Iteration 23Q: 3 clusters Score -1946140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1946180.375000 Penalty: 4787.683105
	Iteration 24Q: 3 clusters Score -1946180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1946212.125000 Penalty: 4787.683105
	Iteration 25Q: 3 clusters Score -1946212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1946238.000000 Penalty: 4787.683105
	Iteration 26Q: 3 clusters Score -1946238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1946252.000000 Penalty: 4787.683105
	Iteration 27Q: 3 clusters Score -1946252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1946267.750000 Penalty: 4787.683105
	Iteration 28Q: 3 clusters Score -1946268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1946277.750000 Penalty: 4787.683105
	Iteration 29Q: 3 clusters Score -1946278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1946292.125000 Penalty: 4787.683105
	Iteration 30Q: 3 clusters Score -1946292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1946298.625000 Penalty: 4787.683105
	Iteration 31Q: 3 clusters Score -1946299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1946303.750000 Penalty: 4787.683105
	Iteration 32Q: 3 clusters Score -1946304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1946309.875000 Penalty: 4787.683105
	Iteration 33Q: 3 clusters Score -1946310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1946316.000000 Penalty: 4787.683105
	Iteration 34Q: 3 clusters Score -1946316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1946318.750000 Penalty: 4787.683105
	Iteration 35Q: 3 clusters Score -1946319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1946318.750000 Penalty: 4787.683105
	Iteration 36F: 3 clusters Score -1946319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -251399.890625 Penalty: 1904.798096
	Iteration 0F: 2 clusters Score -251399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -248657.921875 Penalty: 3809.596191
	Iteration 0F: 3 clusters Score -248657.9 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -249157.187500 Penalty: 3809.596191
	Iteration 1F: 3 clusters Score -249157.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -249297.468750 Penalty: 3809.596191
	Iteration 2F: 3 clusters Score -249297.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -249383.250000 Penalty: 3809.596191
	Iteration 3Q: 3 clusters Score -249383.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -249423.578125 Penalty: 3809.596191
	Iteration 4Q: 3 clusters Score -249423.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -249451.953125 Penalty: 3809.596191
	Iteration 5Q: 3 clusters Score -249452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -249472.093750 Penalty: 3809.596191
	Iteration 6Q: 3 clusters Score -249472.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -249479.812500 Penalty: 3809.596191
	Iteration 7Q: 3 clusters Score -249479.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -249486.703125 Penalty: 3809.596191
	Iteration 8Q: 3 clusters Score -249486.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -249493.406250 Penalty: 3809.596191
	Iteration 9Q: 3 clusters Score -249493.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -249497.328125 Penalty: 3809.596191
	Iteration 10Q: 3 clusters Score -249497.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -249501.468750 Penalty: 3809.596191
	Iteration 11Q: 3 clusters Score -249501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -249505.843750 Penalty: 3809.596191
	Iteration 12Q: 3 clusters Score -249505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -249512.234375 Penalty: 3809.596191
	Iteration 13Q: 3 clusters Score -249512.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -249516.015625 Penalty: 3809.596191
	Iteration 14Q: 3 clusters Score -249516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -249517.703125 Penalty: 3809.596191
	Iteration 15Q: 3 clusters Score -249517.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -249520.375000 Penalty: 3809.596191
	Iteration 16Q: 3 clusters Score -249520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -249522.078125 Penalty: 3809.596191
	Iteration 17Q: 3 clusters Score -249522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -249524.031250 Penalty: 3809.596191
	Iteration 18Q: 3 clusters Score -249524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -249527.921875 Penalty: 3809.596191
	Iteration 19Q: 3 clusters Score -249527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -249530.671875 Penalty: 3809.596191
	Iteration 20F: 3 clusters Score -249530.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -249533.593750 Penalty: 3809.596191
	Iteration 21Q: 3 clusters Score -249533.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -249538.796875 Penalty: 3809.596191
	Iteration 22Q: 3 clusters Score -249538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -249541.453125 Penalty: 3809.596191
	Iteration 23Q: 3 clusters Score -249541.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -249542.968750 Penalty: 3809.596191
	Iteration 24Q: 3 clusters Score -249543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -249543.312500 Penalty: 3809.596191
	Iteration 25Q: 3 clusters Score -249543.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -249543.812500 Penalty: 3809.596191
	Iteration 26Q: 3 clusters Score -249543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -249543.843750 Penalty: 3809.596191
	Iteration 27Q: 3 clusters Score -249543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -249546.343750 Penalty: 3809.596191
	Iteration 28Q: 3 clusters Score -249546.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -249549.546875 Penalty: 3809.596191
	Iteration 29Q: 3 clusters Score -249549.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -249552.000000 Penalty: 3809.596191
	Iteration 30Q: 3 clusters Score -249552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -249554.578125 Penalty: 3809.596191
	Iteration 31Q: 3 clusters Score -249554.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -249560.453125 Penalty: 3809.596191
	Iteration 32Q: 3 clusters Score -249560.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -249565.828125 Penalty: 3809.596191
	Iteration 33Q: 3 clusters Score -249565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -249568.671875 Penalty: 3809.596191
	Iteration 34Q: 3 clusters Score -249568.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -249571.218750 Penalty: 3809.596191
	Iteration 35Q: 3 clusters Score -249571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -249573.031250 Penalty: 3809.596191
	Iteration 36Q: 3 clusters Score -249573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -249576.390625 Penalty: 3809.596191
	Iteration 37Q: 3 clusters Score -249576.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -249579.687500 Penalty: 3809.596191
	Iteration 38Q: 3 clusters Score -249579.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -249585.906250 Penalty: 3809.596191
	Iteration 39Q: 3 clusters Score -249585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -249588.343750 Penalty: 3809.596191
	Iteration 40F: 3 clusters Score -249588.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -249589.875000 Penalty: 3809.596191
	Iteration 41Q: 3 clusters Score -249589.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -249592.359375 Penalty: 3809.596191
	Iteration 42Q: 3 clusters Score -249592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -249596.125000 Penalty: 3809.596191
	Iteration 43Q: 3 clusters Score -249596.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -249602.031250 Penalty: 3809.596191
	Iteration 44Q: 3 clusters Score -249602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -249607.234375 Penalty: 3809.596191
	Iteration 45Q: 3 clusters Score -249607.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -249610.109375 Penalty: 3809.596191
	Iteration 46Q: 3 clusters Score -249610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -249612.437500 Penalty: 3809.596191
	Iteration 47Q: 3 clusters Score -249612.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -249614.875000 Penalty: 3809.596191
	Iteration 48Q: 3 clusters Score -249614.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -249617.312500 Penalty: 3809.596191
	Iteration 49Q: 3 clusters Score -249617.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -249619.718750 Penalty: 3809.596191
	Iteration 50Q: 3 clusters Score -249619.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -249625.171875 Penalty: 3809.596191
	Iteration 51Q: 3 clusters Score -249625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -249626.531250 Penalty: 3809.596191
	Iteration 52Q: 3 clusters Score -249626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -249628.296875 Penalty: 3809.596191
	Iteration 53Q: 3 clusters Score -249628.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -249630.031250 Penalty: 3809.596191
	Iteration 54Q: 3 clusters Score -249630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -249631.406250 Penalty: 3809.596191
	Iteration 55Q: 3 clusters Score -249631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -249631.953125 Penalty: 3809.596191
	Iteration 56Q: 3 clusters Score -249632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -249631.953125 Penalty: 3809.596191
	Iteration 57F: 3 clusters Score -249632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -147284.937500 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -147284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -145064.562500 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -145064.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -145533.468750 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -145533.5 nChanged 128
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: -145697.765625 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -145697.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -145834.312500 Penalty: 3633.600586
	Iteration 3F: 3 clusters Score -145834.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -145963.671875 Penalty: 3633.600586
	Iteration 4Q: 3 clusters Score -145963.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -146085.718750 Penalty: 3633.600586
	Iteration 5Q: 3 clusters Score -146085.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -146205.968750 Penalty: 3633.600586
	Iteration 6Q: 3 clusters Score -146206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -146301.828125 Penalty: 3633.600586
	Iteration 7Q: 3 clusters Score -146301.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -146366.390625 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -146366.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -146412.843750 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -146412.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -146428.750000 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -146428.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -146442.328125 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -146442.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -146453.125000 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -146453.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -146460.125000 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -146460.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -146465.203125 Penalty: 3633.600586
	Iteration 14Q: 3 clusters Score -146465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -146467.468750 Penalty: 3633.600586
	Iteration 15Q: 3 clusters Score -146467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -146469.421875 Penalty: 3633.600586
	Iteration 16Q: 3 clusters Score -146469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -146469.421875 Penalty: 3633.600586
	Iteration 17F: 3 clusters Score -146469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Entering Unmasked Estep 
Score: -910333.125000 Penalty: 2216.104004
	Iteration 0F: 2 clusters Score -910333.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -904192.187500 Penalty: 4432.208008
	Iteration 0F: 3 clusters Score -904192.2 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -905907.500000 Penalty: 4432.208008
	Iteration 1F: 3 clusters Score -905907.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -906178.687500 Penalty: 4432.208008
	Iteration 2F: 3 clusters Score -906178.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -906363.062500 Penalty: 4432.208008
	Iteration 3F: 3 clusters Score -906363.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -906507.625000 Penalty: 4432.208008
	Iteration 4Q: 3 clusters Score -906507.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -906641.000000 Penalty: 4432.208008
	Iteration 5Q: 3 clusters Score -906641 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -906771.125000 Penalty: 4432.208008
	Iteration 6Q: 3 clusters Score -906771.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -906893.312500 Penalty: 4432.208008
	Iteration 7Q: 3 clusters Score -906893.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -906992.500000 Penalty: 4432.208008
	Iteration 8Q: 3 clusters Score -906992.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -907098.000000 Penalty: 4432.208008
	Iteration 9Q: 3 clusters Score -907098 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -907184.062500 Penalty: 4432.208008
	Iteration 10Q: 3 clusters Score -907184.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -907279.812500 Penalty: 4432.208008
	Iteration 11Q: 3 clusters Score -907279.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -907365.062500 Penalty: 4432.208008
	Iteration 12Q: 3 clusters Score -907365.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -907453.250000 Penalty: 4432.208008
	Iteration 13Q: 3 clusters Score -907453.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -907535.562500 Penalty: 4432.208008
	Iteration 14Q: 3 clusters Score -907535.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -907620.812500 Penalty: 4432.208008
	Iteration 15Q: 3 clusters Score -907620.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -907698.812500 Penalty: 4432.208008
	Iteration 16Q: 3 clusters Score -907698.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -907774.937500 Penalty: 4432.208008
	Iteration 17Q: 3 clusters Score -907774.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -907829.812500 Penalty: 4432.208008
	Iteration 18Q: 3 clusters Score -907829.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -907888.250000 Penalty: 4432.208008
	Iteration 19Q: 3 clusters Score -907888.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -907953.625000 Penalty: 4432.208008
	Iteration 20F: 3 clusters Score -907953.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -908021.250000 Penalty: 4432.208008
	Iteration 21Q: 3 clusters Score -908021.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -908076.437500 Penalty: 4432.208008
	Iteration 22Q: 3 clusters Score -908076.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -908120.500000 Penalty: 4432.208008
	Iteration 23Q: 3 clusters Score -908120.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -908151.812500 Penalty: 4432.208008
	Iteration 24Q: 3 clusters Score -908151.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -908178.562500 Penalty: 4432.208008
	Iteration 25Q: 3 clusters Score -908178.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -908206.062500 Penalty: 4432.208008
	Iteration 26Q: 3 clusters Score -908206.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -908229.125000 Penalty: 4432.208008
	Iteration 27Q: 3 clusters Score -908229.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -908251.750000 Penalty: 4432.208008
	Iteration 28Q: 3 clusters Score -908251.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -908274.937500 Penalty: 4432.208008
	Iteration 29Q: 3 clusters Score -908274.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -908297.125000 Penalty: 4432.208008
	Iteration 30Q: 3 clusters Score -908297.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -908318.937500 Penalty: 4432.208008
	Iteration 31Q: 3 clusters Score -908318.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -908347.187500 Penalty: 4432.208008
	Iteration 32Q: 3 clusters Score -908347.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -908376.000000 Penalty: 4432.208008
	Iteration 33Q: 3 clusters Score -908376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -908407.562500 Penalty: 4432.208008
	Iteration 34Q: 3 clusters Score -908407.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -908426.125000 Penalty: 4432.208008
	Iteration 35Q: 3 clusters Score -908426.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -908449.062500 Penalty: 4432.208008
	Iteration 36Q: 3 clusters Score -908449.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -908468.625000 Penalty: 4432.208008
	Iteration 37Q: 3 clusters Score -908468.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -908483.312500 Penalty: 4432.208008
	Iteration 38Q: 3 clusters Score -908483.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -908499.187500 Penalty: 4432.208008
	Iteration 39Q: 3 clusters Score -908499.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -908514.000000 Penalty: 4432.208008
	Iteration 40F: 3 clusters Score -908514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -908527.937500 Penalty: 4432.208008
	Iteration 41Q: 3 clusters Score -908527.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -908538.687500 Penalty: 4432.208008
	Iteration 42Q: 3 clusters Score -908538.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -908556.937500 Penalty: 4432.208008
	Iteration 43Q: 3 clusters Score -908556.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -908583.312500 Penalty: 4432.208008
	Iteration 44Q: 3 clusters Score -908583.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -908601.687500 Penalty: 4432.208008
	Iteration 45Q: 3 clusters Score -908601.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -908614.312500 Penalty: 4432.208008
	Iteration 46Q: 3 clusters Score -908614.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -908629.500000 Penalty: 4432.208008
	Iteration 47Q: 3 clusters Score -908629.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -908646.937500 Penalty: 4432.208008
	Iteration 48Q: 3 clusters Score -908646.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -908661.250000 Penalty: 4432.208008
	Iteration 49Q: 3 clusters Score -908661.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -908673.750000 Penalty: 4432.208008
	Iteration 50Q: 3 clusters Score -908673.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -908683.875000 Penalty: 4432.208008
	Iteration 51Q: 3 clusters Score -908683.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -908694.375000 Penalty: 4432.208008
	Iteration 52Q: 3 clusters Score -908694.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -908703.125000 Penalty: 4432.208008
	Iteration 53Q: 3 clusters Score -908703.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -908711.125000 Penalty: 4432.208008
	Iteration 54Q: 3 clusters Score -908711.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -908719.750000 Penalty: 4432.208008
	Iteration 55Q: 3 clusters Score -908719.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -908725.687500 Penalty: 4432.208008
	Iteration 56Q: 3 clusters Score -908725.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -908731.812500 Penalty: 4432.208008
	Iteration 57Q: 3 clusters Score -908731.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -908735.812500 Penalty: 4432.208008
	Iteration 58Q: 3 clusters Score -908735.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -908739.437500 Penalty: 4432.208008
	Iteration 59Q: 3 clusters Score -908739.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -908742.625000 Penalty: 4432.208008
	Iteration 60F: 3 clusters Score -908742.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -908745.937500 Penalty: 4432.208008
	Iteration 61Q: 3 clusters Score -908745.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -908745.437500 Penalty: 4432.208008
	Iteration 62Q: 3 clusters Score -908745.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -908750.125000 Penalty: 4432.208008
	Iteration 63Q: 3 clusters Score -908750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -908749.437500 Penalty: 4432.208008
	Iteration 64Q: 3 clusters Score -908749.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -908750.125000 Penalty: 4432.208008
	Iteration 65Q: 3 clusters Score -908750.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -908751.187500 Penalty: 4432.208008
	Iteration 66Q: 3 clusters Score -908751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -908754.812500 Penalty: 4432.208008
	Iteration 67Q: 3 clusters Score -908754.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -908759.250000 Penalty: 4432.208008
	Iteration 68Q: 3 clusters Score -908759.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -908762.250000 Penalty: 4432.208008
	Iteration 69Q: 3 clusters Score -908762.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -908763.375000 Penalty: 4432.208008
	Iteration 70Q: 3 clusters Score -908763.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -908766.125000 Penalty: 4432.208008
	Iteration 71Q: 3 clusters Score -908766.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -908771.375000 Penalty: 4432.208008
	Iteration 72Q: 3 clusters Score -908771.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -908771.750000 Penalty: 4432.208008
	Iteration 73Q: 3 clusters Score -908771.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -908773.625000 Penalty: 4432.208008
	Iteration 74Q: 3 clusters Score -908773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -908774.062500 Penalty: 4432.208008
	Iteration 75Q: 3 clusters Score -908774.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -908773.812500 Penalty: 4432.208008
	Iteration 76Q: 3 clusters Score -908773.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -908775.000000 Penalty: 4432.208008
	Iteration 77Q: 3 clusters Score -908775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -908775.812500 Penalty: 4432.208008
	Iteration 78Q: 3 clusters Score -908775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -908776.625000 Penalty: 4432.208008
	Iteration 79Q: 3 clusters Score -908776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -908776.562500 Penalty: 4432.208008
	Iteration 80F: 3 clusters Score -908776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -908777.187500 Penalty: 4432.208008
	Iteration 81Q: 3 clusters Score -908777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -908777.187500 Penalty: 4432.208008
	Iteration 82F: 3 clusters Score -908777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -372866.531250 Penalty: 1997.521606
	Iteration 0F: 2 clusters Score -372866.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -369566.906250 Penalty: 3995.043213
	Iteration 0F: 3 clusters Score -369566.9 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -370290.187500 Penalty: 3995.043213
	Iteration 1F: 3 clusters Score -370290.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -370496.125000 Penalty: 3995.043213
	Iteration 2F: 3 clusters Score -370496.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -370622.250000 Penalty: 3995.043213
	Iteration 3F: 3 clusters Score -370622.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -370726.781250 Penalty: 3995.043213
	Iteration 4Q: 3 clusters Score -370726.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -370820.500000 Penalty: 3995.043213
	Iteration 5Q: 3 clusters Score -370820.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -370896.843750 Penalty: 3995.043213
	Iteration 6Q: 3 clusters Score -370896.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -370955.281250 Penalty: 3995.043213
	Iteration 7Q: 3 clusters Score -370955.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -370999.968750 Penalty: 3995.043213
	Iteration 8Q: 3 clusters Score -371000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -371028.468750 Penalty: 3995.043213
	Iteration 9Q: 3 clusters Score -371028.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -371055.312500 Penalty: 3995.043213
	Iteration 10Q: 3 clusters Score -371055.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -371075.218750 Penalty: 3995.043213
	Iteration 11Q: 3 clusters Score -371075.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -371091.593750 Penalty: 3995.043213
	Iteration 12Q: 3 clusters Score -371091.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -371108.375000 Penalty: 3995.043213
	Iteration 13Q: 3 clusters Score -371108.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -371122.656250 Penalty: 3995.043213
	Iteration 14Q: 3 clusters Score -371122.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -371133.968750 Penalty: 3995.043213
	Iteration 15Q: 3 clusters Score -371134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -371142.562500 Penalty: 3995.043213
	Iteration 16Q: 3 clusters Score -371142.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -371153.093750 Penalty: 3995.043213
	Iteration 17Q: 3 clusters Score -371153.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -371163.093750 Penalty: 3995.043213
	Iteration 18Q: 3 clusters Score -371163.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -371170.031250 Penalty: 3995.043213
	Iteration 19Q: 3 clusters Score -371170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -371176.656250 Penalty: 3995.043213
	Iteration 20F: 3 clusters Score -371176.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -371183.093750 Penalty: 3995.043213
	Iteration 21Q: 3 clusters Score -371183.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -371187.937500 Penalty: 3995.043213
	Iteration 22Q: 3 clusters Score -371187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -371189.468750 Penalty: 3995.043213
	Iteration 23Q: 3 clusters Score -371189.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -371191.375000 Penalty: 3995.043213
	Iteration 24Q: 3 clusters Score -371191.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -371193.093750 Penalty: 3995.043213
	Iteration 25Q: 3 clusters Score -371193.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -371194.531250 Penalty: 3995.043213
	Iteration 26Q: 3 clusters Score -371194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -371196.593750 Penalty: 3995.043213
	Iteration 27Q: 3 clusters Score -371196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -371199.000000 Penalty: 3995.043213
	Iteration 28Q: 3 clusters Score -371199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -371200.312500 Penalty: 3995.043213
	Iteration 29Q: 3 clusters Score -371200.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -371203.250000 Penalty: 3995.043213
	Iteration 30Q: 3 clusters Score -371203.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -371206.187500 Penalty: 3995.043213
	Iteration 31Q: 3 clusters Score -371206.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -371209.781250 Penalty: 3995.043213
	Iteration 32Q: 3 clusters Score -371209.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -371212.343750 Penalty: 3995.043213
	Iteration 33Q: 3 clusters Score -371212.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -371215.375000 Penalty: 3995.043213
	Iteration 34Q: 3 clusters Score -371215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -371217.718750 Penalty: 3995.043213
	Iteration 35Q: 3 clusters Score -371217.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -371220.125000 Penalty: 3995.043213
	Iteration 36Q: 3 clusters Score -371220.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -371223.125000 Penalty: 3995.043213
	Iteration 37Q: 3 clusters Score -371223.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -371225.781250 Penalty: 3995.043213
	Iteration 38Q: 3 clusters Score -371225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -371226.781250 Penalty: 3995.043213
	Iteration 39Q: 3 clusters Score -371226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -371226.375000 Penalty: 3995.043213
	Iteration 40F: 3 clusters Score -371226.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -371227.593750 Penalty: 3995.043213
	Iteration 41Q: 3 clusters Score -371227.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -371227.593750 Penalty: 3995.043213
	Iteration 42F: 3 clusters Score -371227.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Entering Unmasked Estep 
Score: -668127.437500 Penalty: 2130.291748
	Iteration 0F: 2 clusters Score -668127.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -663328.187500 Penalty: 4260.583496
	Iteration 0F: 3 clusters Score -663328.2 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -664481.625000 Penalty: 4260.583496
	Iteration 1F: 3 clusters Score -664481.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -664762.750000 Penalty: 4260.583496
	Iteration 2F: 3 clusters Score -664762.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -665015.375000 Penalty: 4260.583496
	Iteration 3F: 3 clusters Score -665015.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -665253.937500 Penalty: 4260.583496
	Iteration 4F: 3 clusters Score -665253.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -665496.500000 Penalty: 4260.583496
	Iteration 5F: 3 clusters Score -665496.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -665705.562500 Penalty: 4260.583496
	Iteration 6F: 3 clusters Score -665705.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -665911.375000 Penalty: 4260.583496
	Iteration 7Q: 3 clusters Score -665911.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -666096.625000 Penalty: 4260.583496
	Iteration 8Q: 3 clusters Score -666096.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -666237.062500 Penalty: 4260.583496
	Iteration 9Q: 3 clusters Score -666237.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -666366.062500 Penalty: 4260.583496
	Iteration 10Q: 3 clusters Score -666366.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -666472.187500 Penalty: 4260.583496
	Iteration 11Q: 3 clusters Score -666472.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -666567.937500 Penalty: 4260.583496
	Iteration 12Q: 3 clusters Score -666567.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -666641.937500 Penalty: 4260.583496
	Iteration 13Q: 3 clusters Score -666641.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -666700.812500 Penalty: 4260.583496
	Iteration 14Q: 3 clusters Score -666700.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -666737.562500 Penalty: 4260.583496
	Iteration 15Q: 3 clusters Score -666737.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -666773.437500 Penalty: 4260.583496
	Iteration 16Q: 3 clusters Score -666773.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -666798.875000 Penalty: 4260.583496
	Iteration 17Q: 3 clusters Score -666798.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -666824.812500 Penalty: 4260.583496
	Iteration 18Q: 3 clusters Score -666824.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -666848.000000 Penalty: 4260.583496
	Iteration 19Q: 3 clusters Score -666848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -666870.250000 Penalty: 4260.583496
	Iteration 20F: 3 clusters Score -666870.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -666880.187500 Penalty: 4260.583496
	Iteration 21Q: 3 clusters Score -666880.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -666885.375000 Penalty: 4260.583496
	Iteration 22Q: 3 clusters Score -666885.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -666891.125000 Penalty: 4260.583496
	Iteration 23Q: 3 clusters Score -666891.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -666894.125000 Penalty: 4260.583496
	Iteration 24Q: 3 clusters Score -666894.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -666900.125000 Penalty: 4260.583496
	Iteration 25Q: 3 clusters Score -666900.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -666902.187500 Penalty: 4260.583496
	Iteration 26Q: 3 clusters Score -666902.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -666904.125000 Penalty: 4260.583496
	Iteration 27Q: 3 clusters Score -666904.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -666907.437500 Penalty: 4260.583496
	Iteration 28Q: 3 clusters Score -666907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -666911.062500 Penalty: 4260.583496
	Iteration 29Q: 3 clusters Score -666911.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -666915.062500 Penalty: 4260.583496
	Iteration 30Q: 3 clusters Score -666915.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -666916.625000 Penalty: 4260.583496
	Iteration 31Q: 3 clusters Score -666916.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -666923.687500 Penalty: 4260.583496
	Iteration 32Q: 3 clusters Score -666923.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -666927.687500 Penalty: 4260.583496
	Iteration 33Q: 3 clusters Score -666927.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -666932.937500 Penalty: 4260.583496
	Iteration 34Q: 3 clusters Score -666932.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -666934.500000 Penalty: 4260.583496
	Iteration 35Q: 3 clusters Score -666934.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -666937.187500 Penalty: 4260.583496
	Iteration 36Q: 3 clusters Score -666937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -666938.062500 Penalty: 4260.583496
	Iteration 37Q: 3 clusters Score -666938.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -666937.937500 Penalty: 4260.583496
	Iteration 38Q: 3 clusters Score -666937.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -666939.750000 Penalty: 4260.583496
	Iteration 39Q: 3 clusters Score -666939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -666942.062500 Penalty: 4260.583496
	Iteration 40F: 3 clusters Score -666942.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -666942.437500 Penalty: 4260.583496
	Iteration 41Q: 3 clusters Score -666942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -666943.187500 Penalty: 4260.583496
	Iteration 42Q: 3 clusters Score -666943.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -666945.687500 Penalty: 4260.583496
	Iteration 43Q: 3 clusters Score -666945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -666948.000000 Penalty: 4260.583496
	Iteration 44Q: 3 clusters Score -666948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -666948.375000 Penalty: 4260.583496
	Iteration 45Q: 3 clusters Score -666948.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -666949.062500 Penalty: 4260.583496
	Iteration 46Q: 3 clusters Score -666949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -666949.062500 Penalty: 4260.583496
	Iteration 47F: 3 clusters Score -666949.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (96757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96757 members 
Entering Unmasked Estep 
Score: -11779075.000000 Penalty: 2847.029541
	Iteration 0F: 2 clusters Score -1.177908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -11714450.000000 Penalty: 5694.059082
	Iteration 0F: 3 clusters Score -1.171445e+07 nChanged 45775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -11741356.000000 Penalty: 5694.059082
	Iteration 1F: 3 clusters Score -1.174136e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -11742580.000000 Penalty: 5694.059082
	Iteration 2Q: 3 clusters Score -1.174258e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -11744058.000000 Penalty: 5694.059082
	Iteration 3Q: 3 clusters Score -1.174406e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -11746086.000000 Penalty: 5694.059082
	Iteration 4Q: 3 clusters Score -1.174609e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -11748655.000000 Penalty: 5694.059082
	Iteration 5F: 3 clusters Score -1.174866e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -11751240.000000 Penalty: 5694.059082
	Iteration 6F: 3 clusters Score -1.175124e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -11753882.000000 Penalty: 5694.059082
	Iteration 7F: 3 clusters Score -1.175388e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -11756086.000000 Penalty: 5694.059082
	Iteration 8F: 3 clusters Score -1.175609e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65561 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -11757801.000000 Penalty: 5694.059082
	Iteration 9Q: 3 clusters Score -1.17578e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -11759371.000000 Penalty: 5694.059082
	Iteration 10Q: 3 clusters Score -1.175937e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71855 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -11760770.000000 Penalty: 5694.059082
	Iteration 11Q: 3 clusters Score -1.176077e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -11762320.000000 Penalty: 5694.059082
	Iteration 12Q: 3 clusters Score -1.176232e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -11764084.000000 Penalty: 5694.059082
	Iteration 13Q: 3 clusters Score -1.176408e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -11766319.000000 Penalty: 5694.059082
	Iteration 14Q: 3 clusters Score -1.176632e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86107 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -11768649.000000 Penalty: 5694.059082
	Iteration 15Q: 3 clusters Score -1.176865e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89430 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -11771192.000000 Penalty: 5694.059082
	Iteration 16Q: 3 clusters Score -1.177119e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92133 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -11773355.000000 Penalty: 5694.059082
	Iteration 17Q: 3 clusters Score -1.177336e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93997 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -11774837.000000 Penalty: 5694.059082
	Iteration 18Q: 3 clusters Score -1.177484e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -11775722.000000 Penalty: 5694.059082
	Iteration 19Q: 3 clusters Score -1.177572e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11776210.000000 Penalty: 5694.059082
	Iteration 20F: 3 clusters Score -1.177621e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95941 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11776386.000000 Penalty: 5694.059082
	Iteration 21Q: 3 clusters Score -1.177639e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11776543.000000 Penalty: 5694.059082
	Iteration 22Q: 3 clusters Score -1.177654e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96183 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11776611.000000 Penalty: 5694.059082
	Iteration 23Q: 3 clusters Score -1.177661e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11776653.000000 Penalty: 5694.059082
	Iteration 24Q: 3 clusters Score -1.177665e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96287 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11776686.000000 Penalty: 5694.059082
	Iteration 25Q: 3 clusters Score -1.177669e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96306 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11776721.000000 Penalty: 5694.059082
	Iteration 26Q: 3 clusters Score -1.177672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96316 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11776732.000000 Penalty: 5694.059082
	Iteration 27Q: 3 clusters Score -1.177673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96323 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11776745.000000 Penalty: 5694.059082
	Iteration 28Q: 3 clusters Score -1.177674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -11776745.000000 Penalty: 5694.059082
	Iteration 29Q: 3 clusters Score -1.177674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96338 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11776747.000000 Penalty: 5694.059082
	Iteration 30Q: 3 clusters Score -1.177675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -11776755.000000 Penalty: 5694.059082
	Iteration 31Q: 3 clusters Score -1.177676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96342 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11776763.000000 Penalty: 5694.059082
	Iteration 32Q: 3 clusters Score -1.177676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96347 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11776763.000000 Penalty: 5694.059082
	Iteration 33Q: 3 clusters Score -1.177676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96351 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -11776767.000000 Penalty: 5694.059082
	Iteration 34Q: 3 clusters Score -1.177677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96356 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -11776781.000000 Penalty: 5694.059082
	Iteration 35Q: 3 clusters Score -1.177678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96363 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -11776778.000000 Penalty: 5694.059082
	Iteration 36Q: 3 clusters Score -1.177678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96370 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -11776796.000000 Penalty: 5694.059082
	Iteration 37Q: 3 clusters Score -1.17768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96374 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11776800.000000 Penalty: 5694.059082
	Iteration 38Q: 3 clusters Score -1.17768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96376 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11776798.000000 Penalty: 5694.059082
	Iteration 39Q: 3 clusters Score -1.17768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96376 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11776804.000000 Penalty: 5694.059082
	Iteration 40F: 3 clusters Score -1.17768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -127127.429688 Penalty: 1743.433350
	Iteration 0F: 2 clusters Score -127127.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -125057.992188 Penalty: 3486.866699
	Iteration 0F: 3 clusters Score -125058 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -125360.710938 Penalty: 3486.866699
	Iteration 1F: 3 clusters Score -125360.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125465.117188 Penalty: 3486.866699
	Iteration 2F: 3 clusters Score -125465.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125542.335938 Penalty: 3486.866699
	Iteration 3Q: 3 clusters Score -125542.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -125578.500000 Penalty: 3486.866699
	Iteration 4Q: 3 clusters Score -125578.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -125595.140625 Penalty: 3486.866699
	Iteration 5Q: 3 clusters Score -125595.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125618.875000 Penalty: 3486.866699
	Iteration 6Q: 3 clusters Score -125618.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125635.281250 Penalty: 3486.866699
	Iteration 7Q: 3 clusters Score -125635.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -125652.140625 Penalty: 3486.866699
	Iteration 8Q: 3 clusters Score -125652.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -125678.304688 Penalty: 3486.866699
	Iteration 9Q: 3 clusters Score -125678.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -125712.062500 Penalty: 3486.866699
	Iteration 10Q: 3 clusters Score -125712.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -125743.570312 Penalty: 3486.866699
	Iteration 11Q: 3 clusters Score -125743.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -125764.593750 Penalty: 3486.866699
	Iteration 12Q: 3 clusters Score -125764.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125790.054688 Penalty: 3486.866699
	Iteration 13Q: 3 clusters Score -125790.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -125805.250000 Penalty: 3486.866699
	Iteration 14Q: 3 clusters Score -125805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -125822.406250 Penalty: 3486.866699
	Iteration 15Q: 3 clusters Score -125822.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -125834.257812 Penalty: 3486.866699
	Iteration 16Q: 3 clusters Score -125834.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -125842.554688 Penalty: 3486.866699
	Iteration 17Q: 3 clusters Score -125842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125845.882812 Penalty: 3486.866699
	Iteration 18Q: 3 clusters Score -125845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -125851.265625 Penalty: 3486.866699
	Iteration 19Q: 3 clusters Score -125851.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -125856.601562 Penalty: 3486.866699
	Iteration 20F: 3 clusters Score -125856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -125858.187500 Penalty: 3486.866699
	Iteration 21Q: 3 clusters Score -125858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125859.375000 Penalty: 3486.866699
	Iteration 22Q: 3 clusters Score -125859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -125863.015625 Penalty: 3486.866699
	Iteration 23Q: 3 clusters Score -125863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -125867.968750 Penalty: 3486.866699
	Iteration 24Q: 3 clusters Score -125868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -125871.015625 Penalty: 3486.866699
	Iteration 25Q: 3 clusters Score -125871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -125875.726562 Penalty: 3486.866699
	Iteration 26Q: 3 clusters Score -125875.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125876.851562 Penalty: 3486.866699
	Iteration 27Q: 3 clusters Score -125876.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125876.851562 Penalty: 3486.866699
	Iteration 28F: 3 clusters Score -125876.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Entering Unmasked Estep 
Score: -2605359.500000 Penalty: 2475.988037
	Iteration 0F: 2 clusters Score -2605360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2590295.250000 Penalty: 4951.976074
	Iteration 0F: 3 clusters Score -2590295 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2595514.500000 Penalty: 4951.976074
	Iteration 1F: 3 clusters Score -2595514 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2596344.750000 Penalty: 4951.976074
	Iteration 2F: 3 clusters Score -2596345 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2597328.750000 Penalty: 4951.976074
	Iteration 3F: 3 clusters Score -2597329 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2598535.500000 Penalty: 4951.976074
	Iteration 4F: 3 clusters Score -2598536 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2599924.750000 Penalty: 4951.976074
	Iteration 5F: 3 clusters Score -2599925 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2601238.250000 Penalty: 4951.976074
	Iteration 6F: 3 clusters Score -2601238 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2602454.000000 Penalty: 4951.976074
	Iteration 7F: 3 clusters Score -2602454 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2603364.250000 Penalty: 4951.976074
	Iteration 8Q: 3 clusters Score -2603364 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2604040.000000 Penalty: 4951.976074
	Iteration 9Q: 3 clusters Score -2604040 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2604386.500000 Penalty: 4951.976074
	Iteration 10Q: 3 clusters Score -2604386 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2604567.750000 Penalty: 4951.976074
	Iteration 11Q: 3 clusters Score -2604568 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2604699.750000 Penalty: 4951.976074
	Iteration 12Q: 3 clusters Score -2604700 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2604777.250000 Penalty: 4951.976074
	Iteration 13Q: 3 clusters Score -2604777 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2604850.000000 Penalty: 4951.976074
	Iteration 14Q: 3 clusters Score -2604850 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2604892.750000 Penalty: 4951.976074
	Iteration 15Q: 3 clusters Score -2604893 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2604930.750000 Penalty: 4951.976074
	Iteration 16Q: 3 clusters Score -2604931 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2604944.750000 Penalty: 4951.976074
	Iteration 17Q: 3 clusters Score -2604945 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2604958.000000 Penalty: 4951.976074
	Iteration 18Q: 3 clusters Score -2604958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2604973.500000 Penalty: 4951.976074
	Iteration 19Q: 3 clusters Score -2604974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2604980.750000 Penalty: 4951.976074
	Iteration 20F: 3 clusters Score -2604981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2604989.000000 Penalty: 4951.976074
	Iteration 21Q: 3 clusters Score -2604989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2604997.500000 Penalty: 4951.976074
	Iteration 22Q: 3 clusters Score -2604998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2604999.250000 Penalty: 4951.976074
	Iteration 23Q: 3 clusters Score -2604999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2605004.000000 Penalty: 4951.976074
	Iteration 24Q: 3 clusters Score -2605004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2605010.250000 Penalty: 4951.976074
	Iteration 25Q: 3 clusters Score -2605010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2605006.750000 Penalty: 4951.976074
	Iteration 26Q: 3 clusters Score -2605007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2605008.250000 Penalty: 4951.976074
	Iteration 27Q: 3 clusters Score -2605008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2605008.250000 Penalty: 4951.976074
	Iteration 28Q: 3 clusters Score -2605008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2605006.000000 Penalty: 4951.976074
	Iteration 29Q: 3 clusters Score -2605006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2605009.250000 Penalty: 4951.976074
	Iteration 30Q: 3 clusters Score -2605009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2605006.750000 Penalty: 4951.976074
	Iteration 31Q: 3 clusters Score -2605007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2605009.250000 Penalty: 4951.976074
	Iteration 32Q: 3 clusters Score -2605009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2605011.000000 Penalty: 4951.976074
	Iteration 33Q: 3 clusters Score -2605011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2605008.500000 Penalty: 4951.976074
	Iteration 34Q: 3 clusters Score -2605008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2605010.250000 Penalty: 4951.976074
	Iteration 35Q: 3 clusters Score -2605010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2605010.250000 Penalty: 4951.976074
	Iteration 36F: 3 clusters Score -2605010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Entering Unmasked Estep 
Score: -769108.625000 Penalty: 2184.216064
	Iteration 0F: 2 clusters Score -769108.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -763497.437500 Penalty: 4368.432129
	Iteration 0F: 3 clusters Score -763497.4 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -764952.312500 Penalty: 4368.432129
	Iteration 1F: 3 clusters Score -764952.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -765247.750000 Penalty: 4368.432129
	Iteration 2F: 3 clusters Score -765247.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -765470.000000 Penalty: 4368.432129
	Iteration 3F: 3 clusters Score -765470 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -765690.312500 Penalty: 4368.432129
	Iteration 4F: 3 clusters Score -765690.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -765906.312500 Penalty: 4368.432129
	Iteration 5Q: 3 clusters Score -765906.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -766144.250000 Penalty: 4368.432129
	Iteration 6Q: 3 clusters Score -766144.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -766418.875000 Penalty: 4368.432129
	Iteration 7Q: 3 clusters Score -766418.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -766705.437500 Penalty: 4368.432129
	Iteration 8Q: 3 clusters Score -766705.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -766989.687500 Penalty: 4368.432129
	Iteration 9Q: 3 clusters Score -766989.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -767281.375000 Penalty: 4368.432129
	Iteration 10Q: 3 clusters Score -767281.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -767533.062500 Penalty: 4368.432129
	Iteration 11Q: 3 clusters Score -767533.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -767702.500000 Penalty: 4368.432129
	Iteration 12Q: 3 clusters Score -767702.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -767837.875000 Penalty: 4368.432129
	Iteration 13Q: 3 clusters Score -767837.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -767938.000000 Penalty: 4368.432129
	Iteration 14Q: 3 clusters Score -767938 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -768021.187500 Penalty: 4368.432129
	Iteration 15Q: 3 clusters Score -768021.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -768098.375000 Penalty: 4368.432129
	Iteration 16Q: 3 clusters Score -768098.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -768171.000000 Penalty: 4368.432129
	Iteration 17Q: 3 clusters Score -768171 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -768226.625000 Penalty: 4368.432129
	Iteration 18Q: 3 clusters Score -768226.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -768271.375000 Penalty: 4368.432129
	Iteration 19Q: 3 clusters Score -768271.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -768296.062500 Penalty: 4368.432129
	Iteration 20F: 3 clusters Score -768296.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -768310.937500 Penalty: 4368.432129
	Iteration 21Q: 3 clusters Score -768310.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -768324.500000 Penalty: 4368.432129
	Iteration 22Q: 3 clusters Score -768324.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -768333.875000 Penalty: 4368.432129
	Iteration 23Q: 3 clusters Score -768333.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -768342.562500 Penalty: 4368.432129
	Iteration 24Q: 3 clusters Score -768342.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -768347.437500 Penalty: 4368.432129
	Iteration 25Q: 3 clusters Score -768347.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -768357.000000 Penalty: 4368.432129
	Iteration 26Q: 3 clusters Score -768357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -768359.187500 Penalty: 4368.432129
	Iteration 27Q: 3 clusters Score -768359.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -768365.937500 Penalty: 4368.432129
	Iteration 28Q: 3 clusters Score -768365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -768368.500000 Penalty: 4368.432129
	Iteration 29Q: 3 clusters Score -768368.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -768370.875000 Penalty: 4368.432129
	Iteration 30Q: 3 clusters Score -768370.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -768370.500000 Penalty: 4368.432129
	Iteration 31Q: 3 clusters Score -768370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -768372.000000 Penalty: 4368.432129
	Iteration 32Q: 3 clusters Score -768372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -768371.875000 Penalty: 4368.432129
	Iteration 33Q: 3 clusters Score -768371.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -768373.187500 Penalty: 4368.432129
	Iteration 34Q: 3 clusters Score -768373.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -768373.375000 Penalty: 4368.432129
	Iteration 35Q: 3 clusters Score -768373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -768373.437500 Penalty: 4368.432129
	Iteration 36Q: 3 clusters Score -768373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -768377.000000 Penalty: 4368.432129
	Iteration 37Q: 3 clusters Score -768377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -768380.125000 Penalty: 4368.432129
	Iteration 38Q: 3 clusters Score -768380.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -768383.312500 Penalty: 4368.432129
	Iteration 39Q: 3 clusters Score -768383.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -768384.312500 Penalty: 4368.432129
	Iteration 40F: 3 clusters Score -768384.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -768390.687500 Penalty: 4368.432129
	Iteration 41Q: 3 clusters Score -768390.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -768394.875000 Penalty: 4368.432129
	Iteration 42Q: 3 clusters Score -768394.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -768395.750000 Penalty: 4368.432129
	Iteration 43Q: 3 clusters Score -768395.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -768396.937500 Penalty: 4368.432129
	Iteration 44Q: 3 clusters Score -768396.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -768402.062500 Penalty: 4368.432129
	Iteration 45Q: 3 clusters Score -768402.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -768402.625000 Penalty: 4368.432129
	Iteration 46Q: 3 clusters Score -768402.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -768402.500000 Penalty: 4368.432129
	Iteration 47Q: 3 clusters Score -768402.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -768403.687500 Penalty: 4368.432129
	Iteration 48Q: 3 clusters Score -768403.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -768403.687500 Penalty: 4368.432129
	Iteration 49F: 3 clusters Score -768403.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Entering Unmasked Estep 
Score: -405321.156250 Penalty: 1944.495117
	Iteration 0F: 2 clusters Score -405321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -402400.093750 Penalty: 3888.990234
	Iteration 0F: 3 clusters Score -402400.1 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -402982.906250 Penalty: 3888.990234
	Iteration 1F: 3 clusters Score -402982.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -403150.937500 Penalty: 3888.990234
	Iteration 2F: 3 clusters Score -403150.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -403266.812500 Penalty: 3888.990234
	Iteration 3F: 3 clusters Score -403266.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -403330.187500 Penalty: 3888.990234
	Iteration 4Q: 3 clusters Score -403330.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -403376.500000 Penalty: 3888.990234
	Iteration 5Q: 3 clusters Score -403376.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -403429.125000 Penalty: 3888.990234
	Iteration 6Q: 3 clusters Score -403429.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -403490.593750 Penalty: 3888.990234
	Iteration 7Q: 3 clusters Score -403490.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -403547.156250 Penalty: 3888.990234
	Iteration 8Q: 3 clusters Score -403547.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -403632.968750 Penalty: 3888.990234
	Iteration 9Q: 3 clusters Score -403633 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -403742.562500 Penalty: 3888.990234
	Iteration 10Q: 3 clusters Score -403742.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -403880.156250 Penalty: 3888.990234
	Iteration 11Q: 3 clusters Score -403880.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -404053.250000 Penalty: 3888.990234
	Iteration 12Q: 3 clusters Score -404053.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -404201.281250 Penalty: 3888.990234
	Iteration 13Q: 3 clusters Score -404201.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -404299.250000 Penalty: 3888.990234
	Iteration 14Q: 3 clusters Score -404299.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -404361.812500 Penalty: 3888.990234
	Iteration 15Q: 3 clusters Score -404361.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -404437.062500 Penalty: 3888.990234
	Iteration 16Q: 3 clusters Score -404437.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -404466.218750 Penalty: 3888.990234
	Iteration 17Q: 3 clusters Score -404466.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -404480.437500 Penalty: 3888.990234
	Iteration 18Q: 3 clusters Score -404480.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -404490.750000 Penalty: 3888.990234
	Iteration 19Q: 3 clusters Score -404490.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -404496.781250 Penalty: 3888.990234
	Iteration 20F: 3 clusters Score -404496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -404501.437500 Penalty: 3888.990234
	Iteration 21Q: 3 clusters Score -404501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -404503.125000 Penalty: 3888.990234
	Iteration 22Q: 3 clusters Score -404503.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -404506.562500 Penalty: 3888.990234
	Iteration 23Q: 3 clusters Score -404506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -404508.156250 Penalty: 3888.990234
	Iteration 24Q: 3 clusters Score -404508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -404509.906250 Penalty: 3888.990234
	Iteration 25Q: 3 clusters Score -404509.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -404514.250000 Penalty: 3888.990234
	Iteration 26Q: 3 clusters Score -404514.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -404520.375000 Penalty: 3888.990234
	Iteration 27Q: 3 clusters Score -404520.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -404527.468750 Penalty: 3888.990234
	Iteration 28Q: 3 clusters Score -404527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -404532.468750 Penalty: 3888.990234
	Iteration 29Q: 3 clusters Score -404532.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -404539.968750 Penalty: 3888.990234
	Iteration 30Q: 3 clusters Score -404540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -404548.437500 Penalty: 3888.990234
	Iteration 31Q: 3 clusters Score -404548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -404554.968750 Penalty: 3888.990234
	Iteration 32Q: 3 clusters Score -404555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -404575.031250 Penalty: 3888.990234
	Iteration 33Q: 3 clusters Score -404575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -404590.406250 Penalty: 3888.990234
	Iteration 34Q: 3 clusters Score -404590.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -404620.250000 Penalty: 3888.990234
	Iteration 35Q: 3 clusters Score -404620.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -404641.250000 Penalty: 3888.990234
	Iteration 36Q: 3 clusters Score -404641.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -404654.093750 Penalty: 3888.990234
	Iteration 37Q: 3 clusters Score -404654.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -404661.437500 Penalty: 3888.990234
	Iteration 38Q: 3 clusters Score -404661.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -404665.781250 Penalty: 3888.990234
	Iteration 39Q: 3 clusters Score -404665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -404671.437500 Penalty: 3888.990234
	Iteration 40F: 3 clusters Score -404671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -404673.437500 Penalty: 3888.990234
	Iteration 41Q: 3 clusters Score -404673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -404674.312500 Penalty: 3888.990234
	Iteration 42Q: 3 clusters Score -404674.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -404674.312500 Penalty: 3888.990234
	Iteration 43F: 3 clusters Score -404674.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Entering Unmasked Estep 
Score: -636707.750000 Penalty: 2132.587158
	Iteration 0F: 2 clusters Score -636707.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -631929.312500 Penalty: 4265.174316
	Iteration 0F: 3 clusters Score -631929.3 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -633105.312500 Penalty: 4265.174316
	Iteration 1F: 3 clusters Score -633105.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -633357.312500 Penalty: 4265.174316
	Iteration 2F: 3 clusters Score -633357.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -633515.375000 Penalty: 4265.174316
	Iteration 3F: 3 clusters Score -633515.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -633645.812500 Penalty: 4265.174316
	Iteration 4Q: 3 clusters Score -633645.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -633814.437500 Penalty: 4265.174316
	Iteration 5Q: 3 clusters Score -633814.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -634002.875000 Penalty: 4265.174316
	Iteration 6Q: 3 clusters Score -634002.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -634192.562500 Penalty: 4265.174316
	Iteration 7Q: 3 clusters Score -634192.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -634392.250000 Penalty: 4265.174316
	Iteration 8Q: 3 clusters Score -634392.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -634591.437500 Penalty: 4265.174316
	Iteration 9Q: 3 clusters Score -634591.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -634795.187500 Penalty: 4265.174316
	Iteration 10Q: 3 clusters Score -634795.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -634975.875000 Penalty: 4265.174316
	Iteration 11Q: 3 clusters Score -634975.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -635133.875000 Penalty: 4265.174316
	Iteration 12Q: 3 clusters Score -635133.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -635295.750000 Penalty: 4265.174316
	Iteration 13Q: 3 clusters Score -635295.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -635466.937500 Penalty: 4265.174316
	Iteration 14Q: 3 clusters Score -635466.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -635622.500000 Penalty: 4265.174316
	Iteration 15Q: 3 clusters Score -635622.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -635740.937500 Penalty: 4265.174316
	Iteration 16Q: 3 clusters Score -635740.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -635863.812500 Penalty: 4265.174316
	Iteration 17Q: 3 clusters Score -635863.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -635962.125000 Penalty: 4265.174316
	Iteration 18Q: 3 clusters Score -635962.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -636034.437500 Penalty: 4265.174316
	Iteration 19Q: 3 clusters Score -636034.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -636081.500000 Penalty: 4265.174316
	Iteration 20F: 3 clusters Score -636081.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -636124.125000 Penalty: 4265.174316
	Iteration 21Q: 3 clusters Score -636124.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -636156.250000 Penalty: 4265.174316
	Iteration 22Q: 3 clusters Score -636156.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -636182.437500 Penalty: 4265.174316
	Iteration 23Q: 3 clusters Score -636182.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -636205.062500 Penalty: 4265.174316
	Iteration 24Q: 3 clusters Score -636205.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -636224.437500 Penalty: 4265.174316
	Iteration 25Q: 3 clusters Score -636224.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -636245.437500 Penalty: 4265.174316
	Iteration 26Q: 3 clusters Score -636245.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -636265.875000 Penalty: 4265.174316
	Iteration 27Q: 3 clusters Score -636265.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -636283.250000 Penalty: 4265.174316
	Iteration 28Q: 3 clusters Score -636283.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -636295.187500 Penalty: 4265.174316
	Iteration 29Q: 3 clusters Score -636295.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -636312.125000 Penalty: 4265.174316
	Iteration 30Q: 3 clusters Score -636312.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -636329.500000 Penalty: 4265.174316
	Iteration 31Q: 3 clusters Score -636329.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -636344.375000 Penalty: 4265.174316
	Iteration 32Q: 3 clusters Score -636344.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -636362.312500 Penalty: 4265.174316
	Iteration 33Q: 3 clusters Score -636362.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -636380.000000 Penalty: 4265.174316
	Iteration 34Q: 3 clusters Score -636380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -636398.750000 Penalty: 4265.174316
	Iteration 35Q: 3 clusters Score -636398.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -636415.250000 Penalty: 4265.174316
	Iteration 36Q: 3 clusters Score -636415.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -636430.062500 Penalty: 4265.174316
	Iteration 37Q: 3 clusters Score -636430.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -636447.437500 Penalty: 4265.174316
	Iteration 38Q: 3 clusters Score -636447.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -636457.000000 Penalty: 4265.174316
	Iteration 39Q: 3 clusters Score -636457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -636464.062500 Penalty: 4265.174316
	Iteration 40F: 3 clusters Score -636464.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -636468.375000 Penalty: 4265.174316
	Iteration 41Q: 3 clusters Score -636468.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -636474.562500 Penalty: 4265.174316
	Iteration 42Q: 3 clusters Score -636474.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -636481.250000 Penalty: 4265.174316
	Iteration 43Q: 3 clusters Score -636481.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -636489.812500 Penalty: 4265.174316
	Iteration 44Q: 3 clusters Score -636489.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -636500.625000 Penalty: 4265.174316
	Iteration 45Q: 3 clusters Score -636500.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -636510.187500 Penalty: 4265.174316
	Iteration 46Q: 3 clusters Score -636510.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -636518.500000 Penalty: 4265.174316
	Iteration 47Q: 3 clusters Score -636518.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -636523.750000 Penalty: 4265.174316
	Iteration 48Q: 3 clusters Score -636523.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -636530.125000 Penalty: 4265.174316
	Iteration 49Q: 3 clusters Score -636530.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -636535.500000 Penalty: 4265.174316
	Iteration 50Q: 3 clusters Score -636535.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -636538.625000 Penalty: 4265.174316
	Iteration 51Q: 3 clusters Score -636538.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -636540.375000 Penalty: 4265.174316
	Iteration 52Q: 3 clusters Score -636540.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -636541.562500 Penalty: 4265.174316
	Iteration 53Q: 3 clusters Score -636541.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -636545.437500 Penalty: 4265.174316
	Iteration 54Q: 3 clusters Score -636545.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -636548.750000 Penalty: 4265.174316
	Iteration 55Q: 3 clusters Score -636548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -636550.437500 Penalty: 4265.174316
	Iteration 56Q: 3 clusters Score -636550.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -636553.250000 Penalty: 4265.174316
	Iteration 57Q: 3 clusters Score -636553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -636554.750000 Penalty: 4265.174316
	Iteration 58Q: 3 clusters Score -636554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -636554.625000 Penalty: 4265.174316
	Iteration 59Q: 3 clusters Score -636554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -636556.812500 Penalty: 4265.174316
	Iteration 60F: 3 clusters Score -636556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -636556.562500 Penalty: 4265.174316
	Iteration 61Q: 3 clusters Score -636556.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -636556.562500 Penalty: 4265.174316
	Iteration 62F: 3 clusters Score -636556.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Entering Unmasked Estep 
Score: -790517.312500 Penalty: 2184.920166
	Iteration 0F: 2 clusters Score -790517.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -784857.562500 Penalty: 4369.840332
	Iteration 0F: 3 clusters Score -784857.6 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -786540.250000 Penalty: 4369.840332
	Iteration 1F: 3 clusters Score -786540.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -786898.937500 Penalty: 4369.840332
	Iteration 2F: 3 clusters Score -786898.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -787163.625000 Penalty: 4369.840332
	Iteration 3F: 3 clusters Score -787163.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -787388.875000 Penalty: 4369.840332
	Iteration 4F: 3 clusters Score -787388.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -787563.750000 Penalty: 4369.840332
	Iteration 5Q: 3 clusters Score -787563.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -787743.000000 Penalty: 4369.840332
	Iteration 6Q: 3 clusters Score -787743 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -787891.937500 Penalty: 4369.840332
	Iteration 7Q: 3 clusters Score -787891.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -788069.687500 Penalty: 4369.840332
	Iteration 8Q: 3 clusters Score -788069.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -788253.875000 Penalty: 4369.840332
	Iteration 9Q: 3 clusters Score -788253.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -788423.500000 Penalty: 4369.840332
	Iteration 10Q: 3 clusters Score -788423.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -788564.500000 Penalty: 4369.840332
	Iteration 11Q: 3 clusters Score -788564.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -788689.062500 Penalty: 4369.840332
	Iteration 12Q: 3 clusters Score -788689.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -788813.937500 Penalty: 4369.840332
	Iteration 13Q: 3 clusters Score -788813.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -788925.625000 Penalty: 4369.840332
	Iteration 14Q: 3 clusters Score -788925.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -789042.437500 Penalty: 4369.840332
	Iteration 15Q: 3 clusters Score -789042.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -789217.937500 Penalty: 4369.840332
	Iteration 16Q: 3 clusters Score -789217.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -789639.437500 Penalty: 4369.840332
	Iteration 17Q: 3 clusters Score -789639.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -789958.937500 Penalty: 4369.840332
	Iteration 18Q: 3 clusters Score -789958.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -790263.375000 Penalty: 4369.840332
	Iteration 19Q: 3 clusters Score -790263.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -790573.875000 Penalty: 4369.840332
	Iteration 20F: 3 clusters Score -790573.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -790827.500000 Penalty: 4369.840332
	Iteration 21Q: 3 clusters Score -790827.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -790983.125000 Penalty: 4369.840332
	Iteration 22Q: 3 clusters Score -790983.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -791052.062500 Penalty: 4369.840332
	Iteration 23Q: 3 clusters Score -791052.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -791082.625000 Penalty: 4369.840332
	Iteration 24Q: 3 clusters Score -791082.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -791105.062500 Penalty: 4369.840332
	Iteration 25Q: 3 clusters Score -791105.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -791123.437500 Penalty: 4369.840332
	Iteration 26Q: 3 clusters Score -791123.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -791138.062500 Penalty: 4369.840332
	Iteration 27Q: 3 clusters Score -791138.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -791153.437500 Penalty: 4369.840332
	Iteration 28Q: 3 clusters Score -791153.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -791169.562500 Penalty: 4369.840332
	Iteration 29Q: 3 clusters Score -791169.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -791185.437500 Penalty: 4369.840332
	Iteration 30Q: 3 clusters Score -791185.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -791194.687500 Penalty: 4369.840332
	Iteration 31Q: 3 clusters Score -791194.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -791202.187500 Penalty: 4369.840332
	Iteration 32Q: 3 clusters Score -791202.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -791206.187500 Penalty: 4369.840332
	Iteration 33Q: 3 clusters Score -791206.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -791206.250000 Penalty: 4369.840332
	Iteration 34Q: 3 clusters Score -791206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -791208.125000 Penalty: 4369.840332
	Iteration 35Q: 3 clusters Score -791208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -791210.062500 Penalty: 4369.840332
	Iteration 36Q: 3 clusters Score -791210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -791210.625000 Penalty: 4369.840332
	Iteration 37Q: 3 clusters Score -791210.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -791210.625000 Penalty: 4369.840332
	Iteration 38F: 3 clusters Score -791210.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 234210 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18551 members 
Mstep: Class 6 contains 77944 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135234 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15562 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 96757 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21673 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 4004 members 
Mstep: Class 30 contains 10439 members 
Mstep: Class 31 contains 39099 members 
Mstep: Class 32 contains 17231 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 13424 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 9693 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2165 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4438 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17082 members 
Mstep: Class 53 contains 2459 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40320 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5512 members 
Mstep: Class 67 contains 10480 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2716 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2339 members 
Mstep: Class 74 contains 3341 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7169 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5518 members 
Mstep: Class 79 contains 8464 members 
Mstep: Class 80 contains 2698 members 
Entering Unmasked Estep 
Score: -154531696.000000 Penalty: 279504.937500
Splitting cluster 29 changes total score from -154532736.000000 to -154531696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (10439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Entering Unmasked Estep 
Score: -1124564.625000 Penalty: 2294.819580
	Iteration 0F: 2 clusters Score -1124565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1116569.000000 Penalty: 4589.639160
	Iteration 0F: 3 clusters Score -1116569 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1119232.750000 Penalty: 4589.639160
	Iteration 1F: 3 clusters Score -1119233 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1119797.375000 Penalty: 4589.639160
	Iteration 2F: 3 clusters Score -1119797 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1120187.875000 Penalty: 4589.639160
	Iteration 3F: 3 clusters Score -1120188 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1120563.875000 Penalty: 4589.639160
	Iteration 4F: 3 clusters Score -1120564 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1120922.875000 Penalty: 4589.639160
	Iteration 5F: 3 clusters Score -1120923 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1121246.375000 Penalty: 4589.639160
	Iteration 6Q: 3 clusters Score -1121246 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1121508.125000 Penalty: 4589.639160
	Iteration 7Q: 3 clusters Score -1121508 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1121694.750000 Penalty: 4589.639160
	Iteration 8Q: 3 clusters Score -1121695 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1121829.250000 Penalty: 4589.639160
	Iteration 9Q: 3 clusters Score -1121829 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1121935.000000 Penalty: 4589.639160
	Iteration 10Q: 3 clusters Score -1121935 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1122020.125000 Penalty: 4589.639160
	Iteration 11Q: 3 clusters Score -1122020 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1122091.375000 Penalty: 4589.639160
	Iteration 12Q: 3 clusters Score -1122091 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1122158.000000 Penalty: 4589.639160
	Iteration 13Q: 3 clusters Score -1122158 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1122207.000000 Penalty: 4589.639160
	Iteration 14Q: 3 clusters Score -1122207 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1122262.375000 Penalty: 4589.639160
	Iteration 15Q: 3 clusters Score -1122262 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1122312.375000 Penalty: 4589.639160
	Iteration 16Q: 3 clusters Score -1122312 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1122351.500000 Penalty: 4589.639160
	Iteration 17Q: 3 clusters Score -1122352 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1122396.000000 Penalty: 4589.639160
	Iteration 18Q: 3 clusters Score -1122396 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1122444.250000 Penalty: 4589.639160
	Iteration 19Q: 3 clusters Score -1122444 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1122492.750000 Penalty: 4589.639160
	Iteration 20F: 3 clusters Score -1122493 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1122522.875000 Penalty: 4589.639160
	Iteration 21Q: 3 clusters Score -1122523 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1122539.500000 Penalty: 4589.639160
	Iteration 22Q: 3 clusters Score -1122540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1122559.625000 Penalty: 4589.639160
	Iteration 23Q: 3 clusters Score -1122560 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1122579.625000 Penalty: 4589.639160
	Iteration 24Q: 3 clusters Score -1122580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1122596.125000 Penalty: 4589.639160
	Iteration 25Q: 3 clusters Score -1122596 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1122616.375000 Penalty: 4589.639160
	Iteration 26Q: 3 clusters Score -1122616 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1122633.875000 Penalty: 4589.639160
	Iteration 27Q: 3 clusters Score -1122634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1122656.625000 Penalty: 4589.639160
	Iteration 28Q: 3 clusters Score -1122657 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1122667.750000 Penalty: 4589.639160
	Iteration 29Q: 3 clusters Score -1122668 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1122692.625000 Penalty: 4589.639160
	Iteration 30Q: 3 clusters Score -1122693 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1122718.125000 Penalty: 4589.639160
	Iteration 31Q: 3 clusters Score -1122718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1122737.250000 Penalty: 4589.639160
	Iteration 32Q: 3 clusters Score -1122737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1122756.625000 Penalty: 4589.639160
	Iteration 33Q: 3 clusters Score -1122757 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1122773.125000 Penalty: 4589.639160
	Iteration 34Q: 3 clusters Score -1122773 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1122793.625000 Penalty: 4589.639160
	Iteration 35Q: 3 clusters Score -1122794 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1122810.375000 Penalty: 4589.639160
	Iteration 36Q: 3 clusters Score -1122810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1122823.250000 Penalty: 4589.639160
	Iteration 37Q: 3 clusters Score -1122823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1122839.125000 Penalty: 4589.639160
	Iteration 38Q: 3 clusters Score -1122839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1122854.375000 Penalty: 4589.639160
	Iteration 39Q: 3 clusters Score -1122854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1122863.500000 Penalty: 4589.639160
	Iteration 40F: 3 clusters Score -1122864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1122872.125000 Penalty: 4589.639160
	Iteration 41Q: 3 clusters Score -1122872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1122883.250000 Penalty: 4589.639160
	Iteration 42Q: 3 clusters Score -1122883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1122896.375000 Penalty: 4589.639160
	Iteration 43Q: 3 clusters Score -1122896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1122907.750000 Penalty: 4589.639160
	Iteration 44Q: 3 clusters Score -1122908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1122919.000000 Penalty: 4589.639160
	Iteration 45Q: 3 clusters Score -1122919 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1122928.750000 Penalty: 4589.639160
	Iteration 46Q: 3 clusters Score -1122929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1122936.250000 Penalty: 4589.639160
	Iteration 47Q: 3 clusters Score -1122936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1122945.625000 Penalty: 4589.639160
	Iteration 48Q: 3 clusters Score -1122946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1122954.375000 Penalty: 4589.639160
	Iteration 49Q: 3 clusters Score -1122954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1122961.000000 Penalty: 4589.639160
	Iteration 50Q: 3 clusters Score -1122961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1122965.625000 Penalty: 4589.639160
	Iteration 51Q: 3 clusters Score -1122966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1122969.250000 Penalty: 4589.639160
	Iteration 52Q: 3 clusters Score -1122969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1122971.250000 Penalty: 4589.639160
	Iteration 53Q: 3 clusters Score -1122971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1122971.375000 Penalty: 4589.639160
	Iteration 54Q: 3 clusters Score -1122971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1122977.375000 Penalty: 4589.639160
	Iteration 55Q: 3 clusters Score -1122977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1122977.750000 Penalty: 4589.639160
	Iteration 56Q: 3 clusters Score -1122978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1122982.250000 Penalty: 4589.639160
	Iteration 57Q: 3 clusters Score -1122982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1122980.875000 Penalty: 4589.639160
	Iteration 58Q: 3 clusters Score -1122981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1122984.500000 Penalty: 4589.639160
	Iteration 59Q: 3 clusters Score -1122984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1122992.000000 Penalty: 4589.639160
	Iteration 60F: 3 clusters Score -1122992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1122993.500000 Penalty: 4589.639160
	Iteration 61Q: 3 clusters Score -1122994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1122994.625000 Penalty: 4589.639160
	Iteration 62Q: 3 clusters Score -1122995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1122996.750000 Penalty: 4589.639160
	Iteration 63Q: 3 clusters Score -1122997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1122999.625000 Penalty: 4589.639160
	Iteration 64Q: 3 clusters Score -1123000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1123002.625000 Penalty: 4589.639160
	Iteration 65Q: 3 clusters Score -1123003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1123004.500000 Penalty: 4589.639160
	Iteration 66Q: 3 clusters Score -1123004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1123008.000000 Penalty: 4589.639160
	Iteration 67Q: 3 clusters Score -1123008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1123006.875000 Penalty: 4589.639160
	Iteration 68Q: 3 clusters Score -1123007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1123006.125000 Penalty: 4589.639160
	Iteration 69Q: 3 clusters Score -1123006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1123007.125000 Penalty: 4589.639160
	Iteration 70Q: 3 clusters Score -1123007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1123009.750000 Penalty: 4589.639160
	Iteration 71Q: 3 clusters Score -1123010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1123010.875000 Penalty: 4589.639160
	Iteration 72Q: 3 clusters Score -1123011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1123010.250000 Penalty: 4589.639160
	Iteration 73Q: 3 clusters Score -1123010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1123011.000000 Penalty: 4589.639160
	Iteration 74Q: 3 clusters Score -1123011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1123013.375000 Penalty: 4589.639160
	Iteration 75Q: 3 clusters Score -1123013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1123012.750000 Penalty: 4589.639160
	Iteration 76Q: 3 clusters Score -1123013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1123013.625000 Penalty: 4589.639160
	Iteration 77Q: 3 clusters Score -1123014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1123011.625000 Penalty: 4589.639160
	Iteration 78Q: 3 clusters Score -1123012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1123012.750000 Penalty: 4589.639160
	Iteration 79Q: 3 clusters Score -1123013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1123013.625000 Penalty: 4589.639160
	Iteration 80F: 3 clusters Score -1123014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1123014.875000 Penalty: 4589.639160
	Iteration 81Q: 3 clusters Score -1123015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1123013.125000 Penalty: 4589.639160
	Iteration 82Q: 3 clusters Score -1123013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1123015.125000 Penalty: 4589.639160
	Iteration 83Q: 3 clusters Score -1123015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1123015.125000 Penalty: 4589.639160
	Iteration 84Q: 3 clusters Score -1123015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1123015.125000 Penalty: 4589.639160
	Iteration 85F: 3 clusters Score -1123015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Entering Unmasked Estep 
Score: -4734287.500000 Penalty: 2622.315430
	Iteration 0F: 2 clusters Score -4734288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -4707877.000000 Penalty: 5244.630859
	Iteration 0F: 3 clusters Score -4707877 nChanged 17789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -4717559.000000 Penalty: 5244.630859
	Iteration 1F: 3 clusters Score -4717559 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -4718267.500000 Penalty: 5244.630859
	Iteration 2F: 3 clusters Score -4718268 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -4719071.000000 Penalty: 5244.630859
	Iteration 3Q: 3 clusters Score -4719071 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4719994.500000 Penalty: 5244.630859
	Iteration 4F: 3 clusters Score -4719994 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4721078.000000 Penalty: 5244.630859
	Iteration 5F: 3 clusters Score -4721078 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -4722304.000000 Penalty: 5244.630859
	Iteration 6F: 3 clusters Score -4722304 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -4723748.000000 Penalty: 5244.630859
	Iteration 7F: 3 clusters Score -4723748 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4725399.000000 Penalty: 5244.630859
	Iteration 8F: 3 clusters Score -4725399 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -4727115.500000 Penalty: 5244.630859
	Iteration 9F: 3 clusters Score -4727116 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -4728516.000000 Penalty: 5244.630859
	Iteration 10Q: 3 clusters Score -4728516 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -4729506.500000 Penalty: 5244.630859
	Iteration 11Q: 3 clusters Score -4729506 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -4730194.000000 Penalty: 5244.630859
	Iteration 12Q: 3 clusters Score -4730194 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4730701.500000 Penalty: 5244.630859
	Iteration 13Q: 3 clusters Score -4730702 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -4731092.500000 Penalty: 5244.630859
	Iteration 14Q: 3 clusters Score -4731092 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4731366.500000 Penalty: 5244.630859
	Iteration 15Q: 3 clusters Score -4731366 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -4731616.000000 Penalty: 5244.630859
	Iteration 16Q: 3 clusters Score -4731616 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4731775.500000 Penalty: 5244.630859
	Iteration 17Q: 3 clusters Score -4731776 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4731895.000000 Penalty: 5244.630859
	Iteration 18Q: 3 clusters Score -4731895 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4731994.000000 Penalty: 5244.630859
	Iteration 19Q: 3 clusters Score -4731994 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4732096.000000 Penalty: 5244.630859
	Iteration 20F: 3 clusters Score -4732096 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4732180.500000 Penalty: 5244.630859
	Iteration 21Q: 3 clusters Score -4732180 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4732249.000000 Penalty: 5244.630859
	Iteration 22Q: 3 clusters Score -4732249 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4732304.500000 Penalty: 5244.630859
	Iteration 23Q: 3 clusters Score -4732304 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4732339.500000 Penalty: 5244.630859
	Iteration 24Q: 3 clusters Score -4732340 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4732367.500000 Penalty: 5244.630859
	Iteration 25Q: 3 clusters Score -4732368 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4732413.500000 Penalty: 5244.630859
	Iteration 26Q: 3 clusters Score -4732414 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4732441.000000 Penalty: 5244.630859
	Iteration 27Q: 3 clusters Score -4732441 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4732456.500000 Penalty: 5244.630859
	Iteration 28Q: 3 clusters Score -4732456 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4732507.500000 Penalty: 5244.630859
	Iteration 29Q: 3 clusters Score -4732508 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4732537.500000 Penalty: 5244.630859
	Iteration 30Q: 3 clusters Score -4732538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4732553.500000 Penalty: 5244.630859
	Iteration 31Q: 3 clusters Score -4732554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4732590.500000 Penalty: 5244.630859
	Iteration 32Q: 3 clusters Score -4732590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4732622.000000 Penalty: 5244.630859
	Iteration 33Q: 3 clusters Score -4732622 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4732628.000000 Penalty: 5244.630859
	Iteration 34Q: 3 clusters Score -4732628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4732642.500000 Penalty: 5244.630859
	Iteration 35Q: 3 clusters Score -4732642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4732655.500000 Penalty: 5244.630859
	Iteration 36Q: 3 clusters Score -4732656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4732680.000000 Penalty: 5244.630859
	Iteration 37Q: 3 clusters Score -4732680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4732693.000000 Penalty: 5244.630859
	Iteration 38Q: 3 clusters Score -4732693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4732712.500000 Penalty: 5244.630859
	Iteration 39Q: 3 clusters Score -4732712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4732721.000000 Penalty: 5244.630859
	Iteration 40F: 3 clusters Score -4732721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4732738.000000 Penalty: 5244.630859
	Iteration 41Q: 3 clusters Score -4732738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4732737.500000 Penalty: 5244.630859
	Iteration 42Q: 3 clusters Score -4732738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4732744.000000 Penalty: 5244.630859
	Iteration 43Q: 3 clusters Score -4732744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4732745.000000 Penalty: 5244.630859
	Iteration 44Q: 3 clusters Score -4732745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4732750.500000 Penalty: 5244.630859
	Iteration 45Q: 3 clusters Score -4732750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4732756.500000 Penalty: 5244.630859
	Iteration 46Q: 3 clusters Score -4732756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4732756.000000 Penalty: 5244.630859
	Iteration 47Q: 3 clusters Score -4732756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4732764.500000 Penalty: 5244.630859
	Iteration 48Q: 3 clusters Score -4732764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4732763.500000 Penalty: 5244.630859
	Iteration 49Q: 3 clusters Score -4732764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4732764.500000 Penalty: 5244.630859
	Iteration 50Q: 3 clusters Score -4732764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4732770.500000 Penalty: 5244.630859
	Iteration 51Q: 3 clusters Score -4732770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4732773.500000 Penalty: 5244.630859
	Iteration 52Q: 3 clusters Score -4732774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4732775.500000 Penalty: 5244.630859
	Iteration 53Q: 3 clusters Score -4732776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4732773.500000 Penalty: 5244.630859
	Iteration 54Q: 3 clusters Score -4732774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4732773.500000 Penalty: 5244.630859
	Iteration 55F: 3 clusters Score -4732774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Entering Unmasked Estep 
Score: -2135842.000000 Penalty: 2419.107422
	Iteration 0F: 2 clusters Score -2135842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2123655.500000 Penalty: 4838.214844
	Iteration 0F: 3 clusters Score -2123656 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2127670.500000 Penalty: 4838.214844
	Iteration 1F: 3 clusters Score -2127670 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2128149.750000 Penalty: 4838.214844
	Iteration 2F: 3 clusters Score -2128150 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2128579.250000 Penalty: 4838.214844
	Iteration 3F: 3 clusters Score -2128579 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2129054.250000 Penalty: 4838.214844
	Iteration 4Q: 3 clusters Score -2129054 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2129566.000000 Penalty: 4838.214844
	Iteration 5F: 3 clusters Score -2129566 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2130195.000000 Penalty: 4838.214844
	Iteration 6F: 3 clusters Score -2130195 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2130945.250000 Penalty: 4838.214844
	Iteration 7F: 3 clusters Score -2130945 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2131827.500000 Penalty: 4838.214844
	Iteration 8F: 3 clusters Score -2131828 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2132629.750000 Penalty: 4838.214844
	Iteration 9F: 3 clusters Score -2132630 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2133278.750000 Penalty: 4838.214844
	Iteration 10Q: 3 clusters Score -2133279 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2133760.750000 Penalty: 4838.214844
	Iteration 11Q: 3 clusters Score -2133761 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2134071.250000 Penalty: 4838.214844
	Iteration 12Q: 3 clusters Score -2134071 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2134250.500000 Penalty: 4838.214844
	Iteration 13Q: 3 clusters Score -2134250 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2134361.000000 Penalty: 4838.214844
	Iteration 14Q: 3 clusters Score -2134361 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2134432.500000 Penalty: 4838.214844
	Iteration 15Q: 3 clusters Score -2134432 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2134473.750000 Penalty: 4838.214844
	Iteration 16Q: 3 clusters Score -2134474 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2134504.250000 Penalty: 4838.214844
	Iteration 17Q: 3 clusters Score -2134504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2134545.250000 Penalty: 4838.214844
	Iteration 18Q: 3 clusters Score -2134545 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2134560.250000 Penalty: 4838.214844
	Iteration 19Q: 3 clusters Score -2134560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2134586.000000 Penalty: 4838.214844
	Iteration 20F: 3 clusters Score -2134586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2134603.000000 Penalty: 4838.214844
	Iteration 21Q: 3 clusters Score -2134603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2134610.250000 Penalty: 4838.214844
	Iteration 22Q: 3 clusters Score -2134610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2134623.250000 Penalty: 4838.214844
	Iteration 23Q: 3 clusters Score -2134623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2134632.000000 Penalty: 4838.214844
	Iteration 24Q: 3 clusters Score -2134632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2134633.250000 Penalty: 4838.214844
	Iteration 25Q: 3 clusters Score -2134633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2134636.250000 Penalty: 4838.214844
	Iteration 26Q: 3 clusters Score -2134636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2134635.250000 Penalty: 4838.214844
	Iteration 27Q: 3 clusters Score -2134635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2134642.750000 Penalty: 4838.214844
	Iteration 28Q: 3 clusters Score -2134643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2134648.750000 Penalty: 4838.214844
	Iteration 29Q: 3 clusters Score -2134649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2134658.500000 Penalty: 4838.214844
	Iteration 30Q: 3 clusters Score -2134658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2134660.500000 Penalty: 4838.214844
	Iteration 31Q: 3 clusters Score -2134660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2134670.000000 Penalty: 4838.214844
	Iteration 32Q: 3 clusters Score -2134670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2134673.000000 Penalty: 4838.214844
	Iteration 33Q: 3 clusters Score -2134673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2134681.750000 Penalty: 4838.214844
	Iteration 34Q: 3 clusters Score -2134682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2134691.750000 Penalty: 4838.214844
	Iteration 35Q: 3 clusters Score -2134692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2134693.250000 Penalty: 4838.214844
	Iteration 36Q: 3 clusters Score -2134693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2134699.000000 Penalty: 4838.214844
	Iteration 37Q: 3 clusters Score -2134699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2134710.000000 Penalty: 4838.214844
	Iteration 38Q: 3 clusters Score -2134710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2134718.000000 Penalty: 4838.214844
	Iteration 39Q: 3 clusters Score -2134718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2134724.250000 Penalty: 4838.214844
	Iteration 40F: 3 clusters Score -2134724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2134724.000000 Penalty: 4838.214844
	Iteration 41Q: 3 clusters Score -2134724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2134727.750000 Penalty: 4838.214844
	Iteration 42Q: 3 clusters Score -2134728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2134727.500000 Penalty: 4838.214844
	Iteration 43Q: 3 clusters Score -2134728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2134730.500000 Penalty: 4838.214844
	Iteration 44Q: 3 clusters Score -2134730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2134733.000000 Penalty: 4838.214844
	Iteration 45Q: 3 clusters Score -2134733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2134734.500000 Penalty: 4838.214844
	Iteration 46Q: 3 clusters Score -2134734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2134735.250000 Penalty: 4838.214844
	Iteration 47Q: 3 clusters Score -2134735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2134734.000000 Penalty: 4838.214844
	Iteration 48Q: 3 clusters Score -2134734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2134733.500000 Penalty: 4838.214844
	Iteration 49Q: 3 clusters Score -2134734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2134733.500000 Penalty: 4838.214844
	Iteration 50F: 3 clusters Score -2134734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Entering Unmasked Estep 
Score: -1049685.125000 Penalty: 2251.020264
	Iteration 0F: 2 clusters Score -1049685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1042872.750000 Penalty: 4502.040527
	Iteration 0F: 3 clusters Score -1042873 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1044746.375000 Penalty: 4502.040527
	Iteration 1F: 3 clusters Score -1044746 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1045025.625000 Penalty: 4502.040527
	Iteration 2F: 3 clusters Score -1045026 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1045275.375000 Penalty: 4502.040527
	Iteration 3F: 3 clusters Score -1045275 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1045535.937500 Penalty: 4502.040527
	Iteration 4Q: 3 clusters Score -1045536 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1045894.375000 Penalty: 4502.040527
	Iteration 5F: 3 clusters Score -1045894 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1046326.062500 Penalty: 4502.040527
	Iteration 6F: 3 clusters Score -1046326 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1046759.375000 Penalty: 4502.040527
	Iteration 7F: 3 clusters Score -1046759 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1047166.375000 Penalty: 4502.040527
	Iteration 8F: 3 clusters Score -1047166 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1047466.500000 Penalty: 4502.040527
	Iteration 9F: 3 clusters Score -1047466 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1047623.312500 Penalty: 4502.040527
	Iteration 10Q: 3 clusters Score -1047623 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1047726.375000 Penalty: 4502.040527
	Iteration 11Q: 3 clusters Score -1047726 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1047780.312500 Penalty: 4502.040527
	Iteration 12Q: 3 clusters Score -1047780 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1047814.000000 Penalty: 4502.040527
	Iteration 13Q: 3 clusters Score -1047814 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1047838.562500 Penalty: 4502.040527
	Iteration 14Q: 3 clusters Score -1047839 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1047851.000000 Penalty: 4502.040527
	Iteration 15Q: 3 clusters Score -1047851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1047858.687500 Penalty: 4502.040527
	Iteration 16Q: 3 clusters Score -1047859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1047866.250000 Penalty: 4502.040527
	Iteration 17Q: 3 clusters Score -1047866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1047868.625000 Penalty: 4502.040527
	Iteration 18Q: 3 clusters Score -1047869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1047869.250000 Penalty: 4502.040527
	Iteration 19Q: 3 clusters Score -1047869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1047873.812500 Penalty: 4502.040527
	Iteration 20F: 3 clusters Score -1047874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1047876.062500 Penalty: 4502.040527
	Iteration 21Q: 3 clusters Score -1047876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1047879.937500 Penalty: 4502.040527
	Iteration 22Q: 3 clusters Score -1047880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1047880.000000 Penalty: 4502.040527
	Iteration 23Q: 3 clusters Score -1047880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1047881.375000 Penalty: 4502.040527
	Iteration 24Q: 3 clusters Score -1047881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1047881.937500 Penalty: 4502.040527
	Iteration 25Q: 3 clusters Score -1047882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1047883.562500 Penalty: 4502.040527
	Iteration 26Q: 3 clusters Score -1047884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1047884.750000 Penalty: 4502.040527
	Iteration 27Q: 3 clusters Score -1047885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1047884.875000 Penalty: 4502.040527
	Iteration 28Q: 3 clusters Score -1047885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1047884.875000 Penalty: 4502.040527
	Iteration 29F: 3 clusters Score -1047885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (13424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Entering Unmasked Estep 
Score: -1599025.250000 Penalty: 2357.190430
	Iteration 0F: 2 clusters Score -1599025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1589164.500000 Penalty: 4714.380859
	Iteration 0F: 3 clusters Score -1589164 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1592349.875000 Penalty: 4714.380859
	Iteration 1F: 3 clusters Score -1592350 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1592866.750000 Penalty: 4714.380859
	Iteration 2F: 3 clusters Score -1592867 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1593451.875000 Penalty: 4714.380859
	Iteration 3F: 3 clusters Score -1593452 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1594188.375000 Penalty: 4714.380859
	Iteration 4F: 3 clusters Score -1594188 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1595157.000000 Penalty: 4714.380859
	Iteration 5F: 3 clusters Score -1595157 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1596500.750000 Penalty: 4714.380859
	Iteration 6F: 3 clusters Score -1596501 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1598219.250000 Penalty: 4714.380859
	Iteration 7F: 3 clusters Score -1598219 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1599594.875000 Penalty: 4714.380859
	Iteration 8F: 3 clusters Score -1599595 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1600219.500000 Penalty: 4714.380859
	Iteration 9Q: 3 clusters Score -1600220 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1600594.750000 Penalty: 4714.380859
	Iteration 10Q: 3 clusters Score -1600595 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1600946.750000 Penalty: 4714.380859
	Iteration 11Q: 3 clusters Score -1600947 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1601309.500000 Penalty: 4714.380859
	Iteration 12Q: 3 clusters Score -1601310 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1601648.875000 Penalty: 4714.380859
	Iteration 13Q: 3 clusters Score -1601649 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1601882.125000 Penalty: 4714.380859
	Iteration 14Q: 3 clusters Score -1601882 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1602014.875000 Penalty: 4714.380859
	Iteration 15Q: 3 clusters Score -1602015 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1602089.125000 Penalty: 4714.380859
	Iteration 16Q: 3 clusters Score -1602089 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1602124.375000 Penalty: 4714.380859
	Iteration 17Q: 3 clusters Score -1602124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1602145.750000 Penalty: 4714.380859
	Iteration 18Q: 3 clusters Score -1602146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1602162.750000 Penalty: 4714.380859
	Iteration 19Q: 3 clusters Score -1602163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1602171.750000 Penalty: 4714.380859
	Iteration 20F: 3 clusters Score -1602172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1602180.875000 Penalty: 4714.380859
	Iteration 21Q: 3 clusters Score -1602181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1602186.750000 Penalty: 4714.380859
	Iteration 22Q: 3 clusters Score -1602187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1602187.000000 Penalty: 4714.380859
	Iteration 23Q: 3 clusters Score -1602187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1602190.000000 Penalty: 4714.380859
	Iteration 24Q: 3 clusters Score -1602190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1602190.625000 Penalty: 4714.380859
	Iteration 25Q: 3 clusters Score -1602191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1602193.000000 Penalty: 4714.380859
	Iteration 26Q: 3 clusters Score -1602193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1602196.625000 Penalty: 4714.380859
	Iteration 27Q: 3 clusters Score -1602197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1602195.750000 Penalty: 4714.380859
	Iteration 28Q: 3 clusters Score -1602196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1602195.750000 Penalty: 4714.380859
	Iteration 29F: 3 clusters Score -1602196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 234210 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18551 members 
Mstep: Class 6 contains 77944 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135234 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15562 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 96757 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21673 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10439 members 
Mstep: Class 31 contains 39099 members 
Mstep: Class 32 contains 17231 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 5582 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 9693 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2165 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4438 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17082 members 
Mstep: Class 53 contains 2459 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40320 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5512 members 
Mstep: Class 67 contains 10480 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2716 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2339 members 
Mstep: Class 74 contains 3341 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7169 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5518 members 
Mstep: Class 79 contains 8464 members 
Mstep: Class 80 contains 7842 members 
Entering Unmasked Estep 
Score: -154534272.000000 Penalty: 279504.937500
Splitting cluster 34 changes total score from -154532736.000000 to -154534272.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 35 (21723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Entering Unmasked Estep 
Score: -2703188.500000 Penalty: 2476.559570
	Iteration 0F: 2 clusters Score -2703188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2687844.750000 Penalty: 4953.119141
	Iteration 0F: 3 clusters Score -2687845 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2693083.250000 Penalty: 4953.119141
	Iteration 1F: 3 clusters Score -2693083 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2693471.000000 Penalty: 4953.119141
	Iteration 2Q: 3 clusters Score -2693471 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2693792.750000 Penalty: 4953.119141
	Iteration 3Q: 3 clusters Score -2693793 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2694138.250000 Penalty: 4953.119141
	Iteration 4Q: 3 clusters Score -2694138 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2694540.000000 Penalty: 4953.119141
	Iteration 5Q: 3 clusters Score -2694540 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2695097.250000 Penalty: 4953.119141
	Iteration 6Q: 3 clusters Score -2695097 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2695901.250000 Penalty: 4953.119141
	Iteration 7F: 3 clusters Score -2695901 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2696914.500000 Penalty: 4953.119141
	Iteration 8F: 3 clusters Score -2696914 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2697995.250000 Penalty: 4953.119141
	Iteration 9F: 3 clusters Score -2697995 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2698951.750000 Penalty: 4953.119141
	Iteration 10F: 3 clusters Score -2698952 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2699660.750000 Penalty: 4953.119141
	Iteration 11Q: 3 clusters Score -2699661 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2700130.500000 Penalty: 4953.119141
	Iteration 12Q: 3 clusters Score -2700130 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2700406.250000 Penalty: 4953.119141
	Iteration 13Q: 3 clusters Score -2700406 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2700574.750000 Penalty: 4953.119141
	Iteration 14Q: 3 clusters Score -2700575 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2700693.000000 Penalty: 4953.119141
	Iteration 15Q: 3 clusters Score -2700693 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2700782.750000 Penalty: 4953.119141
	Iteration 16Q: 3 clusters Score -2700783 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2700826.500000 Penalty: 4953.119141
	Iteration 17Q: 3 clusters Score -2700826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2700856.750000 Penalty: 4953.119141
	Iteration 18Q: 3 clusters Score -2700857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2700887.500000 Penalty: 4953.119141
	Iteration 19Q: 3 clusters Score -2700888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2700917.000000 Penalty: 4953.119141
	Iteration 20F: 3 clusters Score -2700917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2700947.000000 Penalty: 4953.119141
	Iteration 21Q: 3 clusters Score -2700947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2700968.000000 Penalty: 4953.119141
	Iteration 22Q: 3 clusters Score -2700968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2700974.500000 Penalty: 4953.119141
	Iteration 23Q: 3 clusters Score -2700974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2700987.500000 Penalty: 4953.119141
	Iteration 24Q: 3 clusters Score -2700988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2700996.000000 Penalty: 4953.119141
	Iteration 25Q: 3 clusters Score -2700996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2700999.250000 Penalty: 4953.119141
	Iteration 26Q: 3 clusters Score -2700999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2701001.250000 Penalty: 4953.119141
	Iteration 27Q: 3 clusters Score -2701001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2701007.750000 Penalty: 4953.119141
	Iteration 28Q: 3 clusters Score -2701008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2701011.250000 Penalty: 4953.119141
	Iteration 29Q: 3 clusters Score -2701011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2701016.750000 Penalty: 4953.119141
	Iteration 30Q: 3 clusters Score -2701017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2701023.000000 Penalty: 4953.119141
	Iteration 31Q: 3 clusters Score -2701023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2701022.750000 Penalty: 4953.119141
	Iteration 32Q: 3 clusters Score -2701023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2701025.000000 Penalty: 4953.119141
	Iteration 33Q: 3 clusters Score -2701025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2701029.250000 Penalty: 4953.119141
	Iteration 34Q: 3 clusters Score -2701029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2701029.250000 Penalty: 4953.119141
	Iteration 35F: 3 clusters Score -2701029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -83996.812500 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -83996.81 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 446 members 
Entering Unmasked Estep 
Score: -82309.296875 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -82309.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -82873.476562 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -82873.48 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -83169.601562 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -83169.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -83436.671875 Penalty: 3368.445801
	Iteration 3F: 3 clusters Score -83436.67 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -83703.562500 Penalty: 3368.445801
	Iteration 4F: 3 clusters Score -83703.56 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -83824.921875 Penalty: 3368.445801
	Iteration 5Q: 3 clusters Score -83824.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83892.218750 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -83892.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83923.539062 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -83923.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83931.601562 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -83931.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -83951.710938 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -83951.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83970.812500 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -83970.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -83981.187500 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -83981.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -83991.718750 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -83991.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -84001.164062 Penalty: 3368.445801
	Iteration 13Q: 3 clusters Score -84001.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -84002.507812 Penalty: 3368.445801
	Iteration 14Q: 3 clusters Score -84002.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -84002.804688 Penalty: 3368.445801
	Iteration 15Q: 3 clusters Score -84002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -84003.164062 Penalty: 3368.445801
	Iteration 16Q: 3 clusters Score -84003.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -84003.164062 Penalty: 3368.445801
	Iteration 17F: 3 clusters Score -84003.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 234210 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18551 members 
Mstep: Class 6 contains 77944 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135234 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15562 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 96757 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21673 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10439 members 
Mstep: Class 31 contains 39099 members 
Mstep: Class 32 contains 17231 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 5582 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 349 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 9693 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 675 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2165 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4438 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17082 members 
Mstep: Class 53 contains 2459 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40320 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5512 members 
Mstep: Class 67 contains 10480 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2716 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2339 members 
Mstep: Class 74 contains 3341 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7169 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5518 members 
Mstep: Class 79 contains 8464 members 
Mstep: Class 80 contains 7842 members 
Mstep: Class 81 contains 541 members 
Entering Unmasked Estep 
Score: -154532576.000000 Penalty: 282998.750000
Splitting cluster 36 changes total score from -154532736.000000 to -154532576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (3697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Entering Unmasked Estep 
Score: -384199.156250 Penalty: 2037.388672
	Iteration 0F: 2 clusters Score -384199.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -380557.812500 Penalty: 4074.777344
	Iteration 0F: 3 clusters Score -380557.8 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -381516.906250 Penalty: 4074.777344
	Iteration 1F: 3 clusters Score -381516.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -381790.843750 Penalty: 4074.777344
	Iteration 2F: 3 clusters Score -381790.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -381964.875000 Penalty: 4074.777344
	Iteration 3F: 3 clusters Score -381964.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -382091.781250 Penalty: 4074.777344
	Iteration 4Q: 3 clusters Score -382091.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -382194.125000 Penalty: 4074.777344
	Iteration 5Q: 3 clusters Score -382194.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -382300.937500 Penalty: 4074.777344
	Iteration 6Q: 3 clusters Score -382300.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -382379.812500 Penalty: 4074.777344
	Iteration 7Q: 3 clusters Score -382379.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -382475.750000 Penalty: 4074.777344
	Iteration 8Q: 3 clusters Score -382475.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -382546.750000 Penalty: 4074.777344
	Iteration 9Q: 3 clusters Score -382546.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -382595.250000 Penalty: 4074.777344
	Iteration 10Q: 3 clusters Score -382595.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -382633.593750 Penalty: 4074.777344
	Iteration 11Q: 3 clusters Score -382633.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -382674.312500 Penalty: 4074.777344
	Iteration 12Q: 3 clusters Score -382674.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -382702.781250 Penalty: 4074.777344
	Iteration 13Q: 3 clusters Score -382702.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -382724.281250 Penalty: 4074.777344
	Iteration 14Q: 3 clusters Score -382724.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -382739.968750 Penalty: 4074.777344
	Iteration 15Q: 3 clusters Score -382740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -382749.062500 Penalty: 4074.777344
	Iteration 16Q: 3 clusters Score -382749.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -382755.406250 Penalty: 4074.777344
	Iteration 17Q: 3 clusters Score -382755.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -382763.093750 Penalty: 4074.777344
	Iteration 18Q: 3 clusters Score -382763.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -382769.468750 Penalty: 4074.777344
	Iteration 19Q: 3 clusters Score -382769.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -382771.781250 Penalty: 4074.777344
	Iteration 20F: 3 clusters Score -382771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -382773.906250 Penalty: 4074.777344
	Iteration 21Q: 3 clusters Score -382773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -382774.187500 Penalty: 4074.777344
	Iteration 22Q: 3 clusters Score -382774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -382774.500000 Penalty: 4074.777344
	Iteration 23Q: 3 clusters Score -382774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -382774.968750 Penalty: 4074.777344
	Iteration 24Q: 3 clusters Score -382775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -382775.500000 Penalty: 4074.777344
	Iteration 25Q: 3 clusters Score -382775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -382775.906250 Penalty: 4074.777344
	Iteration 26Q: 3 clusters Score -382775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -382777.437500 Penalty: 4074.777344
	Iteration 27Q: 3 clusters Score -382777.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -382778.406250 Penalty: 4074.777344
	Iteration 28Q: 3 clusters Score -382778.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -382781.062500 Penalty: 4074.777344
	Iteration 29Q: 3 clusters Score -382781.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -382783.281250 Penalty: 4074.777344
	Iteration 30Q: 3 clusters Score -382783.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -382785.375000 Penalty: 4074.777344
	Iteration 31Q: 3 clusters Score -382785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -382786.062500 Penalty: 4074.777344
	Iteration 32Q: 3 clusters Score -382786.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -382787.718750 Penalty: 4074.777344
	Iteration 33Q: 3 clusters Score -382787.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -382789.625000 Penalty: 4074.777344
	Iteration 34Q: 3 clusters Score -382789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -382792.531250 Penalty: 4074.777344
	Iteration 35Q: 3 clusters Score -382792.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -382792.468750 Penalty: 4074.777344
	Iteration 36Q: 3 clusters Score -382792.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -382793.343750 Penalty: 4074.777344
	Iteration 37Q: 3 clusters Score -382793.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -382795.281250 Penalty: 4074.777344
	Iteration 38Q: 3 clusters Score -382795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -382795.406250 Penalty: 4074.777344
	Iteration 39Q: 3 clusters Score -382795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -382797.562500 Penalty: 4074.777344
	Iteration 40F: 3 clusters Score -382797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -382798.406250 Penalty: 4074.777344
	Iteration 41Q: 3 clusters Score -382798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -382798.718750 Penalty: 4074.777344
	Iteration 42Q: 3 clusters Score -382798.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -382800.718750 Penalty: 4074.777344
	Iteration 43Q: 3 clusters Score -382800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -382803.187500 Penalty: 4074.777344
	Iteration 44Q: 3 clusters Score -382803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -382803.218750 Penalty: 4074.777344
	Iteration 45Q: 3 clusters Score -382803.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -382803.218750 Penalty: 4074.777344
	Iteration 46F: 3 clusters Score -382803.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Entering Unmasked Estep 
Score: -1148917.875000 Penalty: 2276.431396
	Iteration 0F: 2 clusters Score -1148918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1141434.750000 Penalty: 4552.862793
	Iteration 0F: 3 clusters Score -1141435 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1143638.375000 Penalty: 4552.862793
	Iteration 1F: 3 clusters Score -1143638 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1144067.500000 Penalty: 4552.862793
	Iteration 2F: 3 clusters Score -1144068 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1144452.375000 Penalty: 4552.862793
	Iteration 3F: 3 clusters Score -1144452 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1144850.875000 Penalty: 4552.862793
	Iteration 4F: 3 clusters Score -1144851 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1145252.375000 Penalty: 4552.862793
	Iteration 5F: 3 clusters Score -1145252 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1145631.875000 Penalty: 4552.862793
	Iteration 6F: 3 clusters Score -1145632 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1146045.125000 Penalty: 4552.862793
	Iteration 7F: 3 clusters Score -1146045 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1146435.625000 Penalty: 4552.862793
	Iteration 8F: 3 clusters Score -1146436 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1146769.875000 Penalty: 4552.862793
	Iteration 9Q: 3 clusters Score -1146770 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1147008.750000 Penalty: 4552.862793
	Iteration 10Q: 3 clusters Score -1147009 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1147184.625000 Penalty: 4552.862793
	Iteration 11Q: 3 clusters Score -1147185 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1147280.750000 Penalty: 4552.862793
	Iteration 12Q: 3 clusters Score -1147281 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1147334.500000 Penalty: 4552.862793
	Iteration 13Q: 3 clusters Score -1147334 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1147374.000000 Penalty: 4552.862793
	Iteration 14Q: 3 clusters Score -1147374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1147402.875000 Penalty: 4552.862793
	Iteration 15Q: 3 clusters Score -1147403 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1147421.250000 Penalty: 4552.862793
	Iteration 16Q: 3 clusters Score -1147421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1147431.125000 Penalty: 4552.862793
	Iteration 17Q: 3 clusters Score -1147431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1147444.125000 Penalty: 4552.862793
	Iteration 18Q: 3 clusters Score -1147444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1147458.500000 Penalty: 4552.862793
	Iteration 19Q: 3 clusters Score -1147458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1147470.125000 Penalty: 4552.862793
	Iteration 20F: 3 clusters Score -1147470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1147471.500000 Penalty: 4552.862793
	Iteration 21Q: 3 clusters Score -1147472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1147481.000000 Penalty: 4552.862793
	Iteration 22Q: 3 clusters Score -1147481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1147486.000000 Penalty: 4552.862793
	Iteration 23Q: 3 clusters Score -1147486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1147487.625000 Penalty: 4552.862793
	Iteration 24Q: 3 clusters Score -1147488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1147492.500000 Penalty: 4552.862793
	Iteration 25Q: 3 clusters Score -1147492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1147493.875000 Penalty: 4552.862793
	Iteration 26Q: 3 clusters Score -1147494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1147494.750000 Penalty: 4552.862793
	Iteration 27Q: 3 clusters Score -1147495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1147501.000000 Penalty: 4552.862793
	Iteration 28Q: 3 clusters Score -1147501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1147503.500000 Penalty: 4552.862793
	Iteration 29Q: 3 clusters Score -1147504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1147504.000000 Penalty: 4552.862793
	Iteration 30Q: 3 clusters Score -1147504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1147505.125000 Penalty: 4552.862793
	Iteration 31Q: 3 clusters Score -1147505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1147508.125000 Penalty: 4552.862793
	Iteration 32Q: 3 clusters Score -1147508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1147511.500000 Penalty: 4552.862793
	Iteration 33Q: 3 clusters Score -1147512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1147512.000000 Penalty: 4552.862793
	Iteration 34Q: 3 clusters Score -1147512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1147513.125000 Penalty: 4552.862793
	Iteration 35Q: 3 clusters Score -1147513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1147513.500000 Penalty: 4552.862793
	Iteration 36Q: 3 clusters Score -1147514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1147515.500000 Penalty: 4552.862793
	Iteration 37Q: 3 clusters Score -1147516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1147518.625000 Penalty: 4552.862793
	Iteration 38Q: 3 clusters Score -1147519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1147521.125000 Penalty: 4552.862793
	Iteration 39Q: 3 clusters Score -1147521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1147520.125000 Penalty: 4552.862793
	Iteration 40F: 3 clusters Score -1147520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1147521.500000 Penalty: 4552.862793
	Iteration 41Q: 3 clusters Score -1147522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1147521.000000 Penalty: 4552.862793
	Iteration 42Q: 3 clusters Score -1147521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1147522.625000 Penalty: 4552.862793
	Iteration 43Q: 3 clusters Score -1147523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1147522.625000 Penalty: 4552.862793
	Iteration 44F: 3 clusters Score -1147523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -171552.250000 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -171552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -169297.890625 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -169297.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -169666.218750 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -169666.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -169761.906250 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -169761.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -169815.062500 Penalty: 3607.454102
	Iteration 3Q: 3 clusters Score -169815.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -169844.093750 Penalty: 3607.454102
	Iteration 4Q: 3 clusters Score -169844.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -169866.421875 Penalty: 3607.454102
	Iteration 5Q: 3 clusters Score -169866.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -169878.281250 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -169878.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -169885.609375 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -169885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -169889.187500 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -169889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -169891.328125 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -169891.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -169892.140625 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -169892.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -169892.140625 Penalty: 3607.454102
	Iteration 11F: 3 clusters Score -169892.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -273435.250000 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -273435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -270562.656250 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -270562.7 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -271143.750000 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -271143.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -271309.687500 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -271309.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -271415.468750 Penalty: 3846.860596
	Iteration 3Q: 3 clusters Score -271415.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -271501.968750 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -271502 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -271584.531250 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -271584.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -271656.500000 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -271656.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -271709.593750 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -271709.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -271754.718750 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -271754.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -271804.656250 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -271804.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -271855.812500 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -271855.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -271900.812500 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -271900.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -271948.500000 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -271948.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -271978.062500 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -271978.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -272002.250000 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -272002.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -272019.875000 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -272019.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -272034.250000 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -272034.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -272046.062500 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -272046.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -272055.781250 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -272055.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -272064.656250 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -272064.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -272069.375000 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -272069.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -272074.468750 Penalty: 3846.860596
	Iteration 21Q: 3 clusters Score -272074.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -272079.093750 Penalty: 3846.860596
	Iteration 22Q: 3 clusters Score -272079.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -272084.875000 Penalty: 3846.860596
	Iteration 23Q: 3 clusters Score -272084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -272090.531250 Penalty: 3846.860596
	Iteration 24Q: 3 clusters Score -272090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -272091.593750 Penalty: 3846.860596
	Iteration 25Q: 3 clusters Score -272091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -272092.406250 Penalty: 3846.860596
	Iteration 26Q: 3 clusters Score -272092.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -272092.906250 Penalty: 3846.860596
	Iteration 27Q: 3 clusters Score -272092.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -272092.906250 Penalty: 3846.860596
	Iteration 28F: 3 clusters Score -272092.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -101470.031250 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -101470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -99820.148438 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -99820.15 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -100150.203125 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -100150.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -100334.585938 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -100334.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -100488.382812 Penalty: 3231.297607
	Iteration 3F: 3 clusters Score -100488.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -100779.601562 Penalty: 3231.297607
	Iteration 4F: 3 clusters Score -100779.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -101034.031250 Penalty: 3231.297607
	Iteration 5F: 3 clusters Score -101034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -101335.312500 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -101335.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -101578.304688 Penalty: 3231.297607
	Iteration 7F: 3 clusters Score -101578.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -101876.281250 Penalty: 3231.297607
	Iteration 8F: 3 clusters Score -101876.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -102189.226562 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -102189.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -102297.085938 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -102297.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -102308.812500 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -102308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -102323.085938 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -102323.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -102324.210938 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -102324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -102334.351562 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -102334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -102336.343750 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -102336.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -102336.343750 Penalty: 3231.297607
	Iteration 16F: 3 clusters Score -102336.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 234210 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18551 members 
Mstep: Class 6 contains 77944 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135234 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15562 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 96757 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21673 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10439 members 
Mstep: Class 31 contains 39099 members 
Mstep: Class 32 contains 17231 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 5582 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 9693 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 370 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2165 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4438 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17082 members 
Mstep: Class 53 contains 2459 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40320 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5512 members 
Mstep: Class 67 contains 10480 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2716 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2339 members 
Mstep: Class 74 contains 3341 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7169 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5518 members 
Mstep: Class 79 contains 8464 members 
Mstep: Class 80 contains 7842 members 
Mstep: Class 81 contains 305 members 
Entering Unmasked Estep 
Score: -154533216.000000 Penalty: 282998.750000
Splitting cluster 41 changes total score from -154532736.000000 to -154533216.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 42 (3462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Entering Unmasked Estep 
Score: -403497.500000 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -403497.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -399953.375000 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -399953.4 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -400721.906250 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -400721.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -400911.375000 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -400911.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -401035.875000 Penalty: 4042.202637
	Iteration 3F: 3 clusters Score -401035.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -401120.625000 Penalty: 4042.202637
	Iteration 4Q: 3 clusters Score -401120.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -401191.343750 Penalty: 4042.202637
	Iteration 5Q: 3 clusters Score -401191.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -401257.031250 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -401257 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -401299.312500 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -401299.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -401340.000000 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -401340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -401379.656250 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -401379.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -401427.781250 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -401427.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -401478.906250 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -401478.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -401526.968750 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -401527 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -401562.781250 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -401562.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -401593.593750 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -401593.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -401626.531250 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -401626.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -401658.437500 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -401658.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -401690.343750 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -401690.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -401724.656250 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -401724.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -401762.781250 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -401762.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -401789.687500 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -401789.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -401805.718750 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -401805.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -401813.750000 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -401813.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -401819.281250 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -401819.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -401828.562500 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -401828.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -401839.281250 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -401839.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -401850.625000 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -401850.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -401859.593750 Penalty: 4042.202637
	Iteration 27Q: 3 clusters Score -401859.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -401866.437500 Penalty: 4042.202637
	Iteration 28Q: 3 clusters Score -401866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -401871.531250 Penalty: 4042.202637
	Iteration 29Q: 3 clusters Score -401871.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -401876.968750 Penalty: 4042.202637
	Iteration 30Q: 3 clusters Score -401877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -401882.156250 Penalty: 4042.202637
	Iteration 31Q: 3 clusters Score -401882.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -401885.812500 Penalty: 4042.202637
	Iteration 32Q: 3 clusters Score -401885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -401887.781250 Penalty: 4042.202637
	Iteration 33Q: 3 clusters Score -401887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -401889.125000 Penalty: 4042.202637
	Iteration 34Q: 3 clusters Score -401889.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -401890.843750 Penalty: 4042.202637
	Iteration 35Q: 3 clusters Score -401890.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -401892.375000 Penalty: 4042.202637
	Iteration 36Q: 3 clusters Score -401892.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -401893.781250 Penalty: 4042.202637
	Iteration 37Q: 3 clusters Score -401893.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -401897.687500 Penalty: 4042.202637
	Iteration 38Q: 3 clusters Score -401897.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -401903.343750 Penalty: 4042.202637
	Iteration 39Q: 3 clusters Score -401903.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -401904.875000 Penalty: 4042.202637
	Iteration 40F: 3 clusters Score -401904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -401905.656250 Penalty: 4042.202637
	Iteration 41Q: 3 clusters Score -401905.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -401908.343750 Penalty: 4042.202637
	Iteration 42Q: 3 clusters Score -401908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -401910.593750 Penalty: 4042.202637
	Iteration 43Q: 3 clusters Score -401910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -401910.718750 Penalty: 4042.202637
	Iteration 44Q: 3 clusters Score -401910.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -401910.593750 Penalty: 4042.202637
	Iteration 45Q: 3 clusters Score -401910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -401910.593750 Penalty: 4042.202637
	Iteration 46F: 3 clusters Score -401910.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -273514.031250 Penalty: 1917.953491
	Iteration 0F: 2 clusters Score -273514 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 1070 members 
Entering Unmasked Estep 
Score: -270716.937500 Penalty: 3835.906982
	Iteration 0F: 3 clusters Score -270716.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -271211.906250 Penalty: 3835.906982
	Iteration 1F: 3 clusters Score -271211.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -271336.718750 Penalty: 3835.906982
	Iteration 2F: 3 clusters Score -271336.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -271418.656250 Penalty: 3835.906982
	Iteration 3Q: 3 clusters Score -271418.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -271481.218750 Penalty: 3835.906982
	Iteration 4Q: 3 clusters Score -271481.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -271531.218750 Penalty: 3835.906982
	Iteration 5Q: 3 clusters Score -271531.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -271563.312500 Penalty: 3835.906982
	Iteration 6Q: 3 clusters Score -271563.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -271582.968750 Penalty: 3835.906982
	Iteration 7Q: 3 clusters Score -271583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -271607.187500 Penalty: 3835.906982
	Iteration 8Q: 3 clusters Score -271607.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -271627.375000 Penalty: 3835.906982
	Iteration 9Q: 3 clusters Score -271627.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -271647.937500 Penalty: 3835.906982
	Iteration 10Q: 3 clusters Score -271647.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -271664.250000 Penalty: 3835.906982
	Iteration 11Q: 3 clusters Score -271664.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -271683.437500 Penalty: 3835.906982
	Iteration 12Q: 3 clusters Score -271683.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -271706.281250 Penalty: 3835.906982
	Iteration 13Q: 3 clusters Score -271706.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -271716.531250 Penalty: 3835.906982
	Iteration 14Q: 3 clusters Score -271716.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -271726.750000 Penalty: 3835.906982
	Iteration 15Q: 3 clusters Score -271726.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -271743.281250 Penalty: 3835.906982
	Iteration 16Q: 3 clusters Score -271743.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -271751.312500 Penalty: 3835.906982
	Iteration 17Q: 3 clusters Score -271751.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -271763.750000 Penalty: 3835.906982
	Iteration 18Q: 3 clusters Score -271763.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -271780.375000 Penalty: 3835.906982
	Iteration 19Q: 3 clusters Score -271780.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -271788.625000 Penalty: 3835.906982
	Iteration 20F: 3 clusters Score -271788.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -271800.781250 Penalty: 3835.906982
	Iteration 21Q: 3 clusters Score -271800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -271809.812500 Penalty: 3835.906982
	Iteration 22Q: 3 clusters Score -271809.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -271821.375000 Penalty: 3835.906982
	Iteration 23Q: 3 clusters Score -271821.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -271826.343750 Penalty: 3835.906982
	Iteration 24Q: 3 clusters Score -271826.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -271830.656250 Penalty: 3835.906982
	Iteration 25Q: 3 clusters Score -271830.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -271836.656250 Penalty: 3835.906982
	Iteration 26Q: 3 clusters Score -271836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -271839.656250 Penalty: 3835.906982
	Iteration 27Q: 3 clusters Score -271839.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -271845.156250 Penalty: 3835.906982
	Iteration 28Q: 3 clusters Score -271845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -271847.781250 Penalty: 3835.906982
	Iteration 29Q: 3 clusters Score -271847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -271851.531250 Penalty: 3835.906982
	Iteration 30Q: 3 clusters Score -271851.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -271854.031250 Penalty: 3835.906982
	Iteration 31Q: 3 clusters Score -271854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -271854.625000 Penalty: 3835.906982
	Iteration 32Q: 3 clusters Score -271854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -271855.000000 Penalty: 3835.906982
	Iteration 33Q: 3 clusters Score -271855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -271857.812500 Penalty: 3835.906982
	Iteration 34Q: 3 clusters Score -271857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -271863.250000 Penalty: 3835.906982
	Iteration 35Q: 3 clusters Score -271863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -271864.656250 Penalty: 3835.906982
	Iteration 36Q: 3 clusters Score -271864.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -271865.000000 Penalty: 3835.906982
	Iteration 37Q: 3 clusters Score -271865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -271865.000000 Penalty: 3835.906982
	Iteration 38F: 3 clusters Score -271865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (31573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Entering Unmasked Estep 
Score: -3936017.500000 Penalty: 2569.294434
	Iteration 0F: 2 clusters Score -3936018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3914496.500000 Penalty: 5138.588867
	Iteration 0F: 3 clusters Score -3914496 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3922125.500000 Penalty: 5138.588867
	Iteration 1F: 3 clusters Score -3922126 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3922581.500000 Penalty: 5138.588867
	Iteration 2Q: 3 clusters Score -3922582 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3923058.500000 Penalty: 5138.588867
	Iteration 3Q: 3 clusters Score -3923058 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3923694.750000 Penalty: 5138.588867
	Iteration 4Q: 3 clusters Score -3923695 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3924611.250000 Penalty: 5138.588867
	Iteration 5Q: 3 clusters Score -3924611 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -3925816.000000 Penalty: 5138.588867
	Iteration 6F: 3 clusters Score -3925816 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3927388.250000 Penalty: 5138.588867
	Iteration 7F: 3 clusters Score -3927388 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3928966.500000 Penalty: 5138.588867
	Iteration 8F: 3 clusters Score -3928966 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3930112.000000 Penalty: 5138.588867
	Iteration 9F: 3 clusters Score -3930112 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -3930880.000000 Penalty: 5138.588867
	Iteration 10Q: 3 clusters Score -3930880 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3931477.250000 Penalty: 5138.588867
	Iteration 11Q: 3 clusters Score -3931477 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -3931998.750000 Penalty: 5138.588867
	Iteration 12Q: 3 clusters Score -3931999 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3932435.250000 Penalty: 5138.588867
	Iteration 13Q: 3 clusters Score -3932435 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3932820.500000 Penalty: 5138.588867
	Iteration 14Q: 3 clusters Score -3932820 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -3933142.250000 Penalty: 5138.588867
	Iteration 15Q: 3 clusters Score -3933142 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3933364.250000 Penalty: 5138.588867
	Iteration 16Q: 3 clusters Score -3933364 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -3933531.500000 Penalty: 5138.588867
	Iteration 17Q: 3 clusters Score -3933532 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -3933616.000000 Penalty: 5138.588867
	Iteration 18Q: 3 clusters Score -3933616 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -3933667.250000 Penalty: 5138.588867
	Iteration 19Q: 3 clusters Score -3933667 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3933710.500000 Penalty: 5138.588867
	Iteration 20F: 3 clusters Score -3933710 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3933728.250000 Penalty: 5138.588867
	Iteration 21Q: 3 clusters Score -3933728 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3933752.250000 Penalty: 5138.588867
	Iteration 22Q: 3 clusters Score -3933752 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -3933755.500000 Penalty: 5138.588867
	Iteration 23Q: 3 clusters Score -3933756 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -3933768.250000 Penalty: 5138.588867
	Iteration 24Q: 3 clusters Score -3933768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -3933772.750000 Penalty: 5138.588867
	Iteration 25Q: 3 clusters Score -3933773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3933776.500000 Penalty: 5138.588867
	Iteration 26Q: 3 clusters Score -3933776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3933782.000000 Penalty: 5138.588867
	Iteration 27Q: 3 clusters Score -3933782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3933783.500000 Penalty: 5138.588867
	Iteration 28Q: 3 clusters Score -3933784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -3933788.500000 Penalty: 5138.588867
	Iteration 29Q: 3 clusters Score -3933788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3933784.750000 Penalty: 5138.588867
	Iteration 30Q: 3 clusters Score -3933785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3933788.250000 Penalty: 5138.588867
	Iteration 31Q: 3 clusters Score -3933788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -3933794.000000 Penalty: 5138.588867
	Iteration 32Q: 3 clusters Score -3933794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -3933792.250000 Penalty: 5138.588867
	Iteration 33Q: 3 clusters Score -3933792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3933793.000000 Penalty: 5138.588867
	Iteration 34Q: 3 clusters Score -3933793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3933793.750000 Penalty: 5138.588867
	Iteration 35Q: 3 clusters Score -3933794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -3933792.250000 Penalty: 5138.588867
	Iteration 36Q: 3 clusters Score -3933792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3933793.750000 Penalty: 5138.588867
	Iteration 37Q: 3 clusters Score -3933794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3933800.750000 Penalty: 5138.588867
	Iteration 38Q: 3 clusters Score -3933801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3933799.500000 Penalty: 5138.588867
	Iteration 39Q: 3 clusters Score -3933800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3933799.500000 Penalty: 5138.588867
	Iteration 40F: 3 clusters Score -3933800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3933799.500000 Penalty: 5138.588867
	Iteration 41Q: 3 clusters Score -3933800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3933799.500000 Penalty: 5138.588867
	Iteration 42Q: 3 clusters Score -3933800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3933796.000000 Penalty: 5138.588867
	Iteration 43Q: 3 clusters Score -3933796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -3933796.250000 Penalty: 5138.588867
	Iteration 44Q: 3 clusters Score -3933796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -3933796.250000 Penalty: 5138.588867
	Iteration 45F: 3 clusters Score -3933796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -298084.781250 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -298084.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -295169.031250 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -295169 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -295715.593750 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -295715.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -295868.656250 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -295868.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -295964.781250 Penalty: 3884.482178
	Iteration 3F: 3 clusters Score -295964.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -296027.937500 Penalty: 3884.482178
	Iteration 4Q: 3 clusters Score -296027.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -296067.062500 Penalty: 3884.482178
	Iteration 5Q: 3 clusters Score -296067.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -296093.187500 Penalty: 3884.482178
	Iteration 6Q: 3 clusters Score -296093.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -296117.531250 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -296117.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -296138.375000 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -296138.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -296156.250000 Penalty: 3884.482178
	Iteration 9Q: 3 clusters Score -296156.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -296174.437500 Penalty: 3884.482178
	Iteration 10Q: 3 clusters Score -296174.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -296193.531250 Penalty: 3884.482178
	Iteration 11Q: 3 clusters Score -296193.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -296214.687500 Penalty: 3884.482178
	Iteration 12Q: 3 clusters Score -296214.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -296232.312500 Penalty: 3884.482178
	Iteration 13Q: 3 clusters Score -296232.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -296246.812500 Penalty: 3884.482178
	Iteration 14Q: 3 clusters Score -296246.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -296257.593750 Penalty: 3884.482178
	Iteration 15Q: 3 clusters Score -296257.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -296269.562500 Penalty: 3884.482178
	Iteration 16Q: 3 clusters Score -296269.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -296283.937500 Penalty: 3884.482178
	Iteration 17Q: 3 clusters Score -296283.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -296294.156250 Penalty: 3884.482178
	Iteration 18Q: 3 clusters Score -296294.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -296301.875000 Penalty: 3884.482178
	Iteration 19Q: 3 clusters Score -296301.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -296317.218750 Penalty: 3884.482178
	Iteration 20F: 3 clusters Score -296317.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -296328.562500 Penalty: 3884.482178
	Iteration 21Q: 3 clusters Score -296328.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -296345.187500 Penalty: 3884.482178
	Iteration 22Q: 3 clusters Score -296345.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -296363.968750 Penalty: 3884.482178
	Iteration 23Q: 3 clusters Score -296364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -296376.468750 Penalty: 3884.482178
	Iteration 24Q: 3 clusters Score -296376.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -296393.656250 Penalty: 3884.482178
	Iteration 25Q: 3 clusters Score -296393.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -296415.156250 Penalty: 3884.482178
	Iteration 26Q: 3 clusters Score -296415.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -296432.968750 Penalty: 3884.482178
	Iteration 27Q: 3 clusters Score -296433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -296446.937500 Penalty: 3884.482178
	Iteration 28Q: 3 clusters Score -296446.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -296466.062500 Penalty: 3884.482178
	Iteration 29Q: 3 clusters Score -296466.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -296486.781250 Penalty: 3884.482178
	Iteration 30Q: 3 clusters Score -296486.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -296518.437500 Penalty: 3884.482178
	Iteration 31Q: 3 clusters Score -296518.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -296543.593750 Penalty: 3884.482178
	Iteration 32Q: 3 clusters Score -296543.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -296570.875000 Penalty: 3884.482178
	Iteration 33Q: 3 clusters Score -296570.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -296606.531250 Penalty: 3884.482178
	Iteration 34Q: 3 clusters Score -296606.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -296657.187500 Penalty: 3884.482178
	Iteration 35Q: 3 clusters Score -296657.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -296714.187500 Penalty: 3884.482178
	Iteration 36Q: 3 clusters Score -296714.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -296798.687500 Penalty: 3884.482178
	Iteration 37Q: 3 clusters Score -296798.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -296911.093750 Penalty: 3884.482178
	Iteration 38Q: 3 clusters Score -296911.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -297134.750000 Penalty: 3884.482178
	Iteration 39Q: 3 clusters Score -297134.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -297561.812500 Penalty: 3884.482178
	Iteration 40F: 3 clusters Score -297561.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -297855.343750 Penalty: 3884.482178
	Iteration 41Q: 3 clusters Score -297855.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -298015.875000 Penalty: 3884.482178
	Iteration 42Q: 3 clusters Score -298015.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -298109.218750 Penalty: 3884.482178
	Iteration 43Q: 3 clusters Score -298109.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -298158.218750 Penalty: 3884.482178
	Iteration 44Q: 3 clusters Score -298158.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -298170.406250 Penalty: 3884.482178
	Iteration 45Q: 3 clusters Score -298170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -298173.250000 Penalty: 3884.482178
	Iteration 46Q: 3 clusters Score -298173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -298173.250000 Penalty: 3884.482178
	Iteration 47F: 3 clusters Score -298173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 234210 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18551 members 
Mstep: Class 6 contains 77944 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135234 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15562 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 96757 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21673 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10439 members 
Mstep: Class 31 contains 39099 members 
Mstep: Class 32 contains 17231 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 5582 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 9693 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 370 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 1473 members 
Mstep: Class 46 contains 2165 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4438 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17082 members 
Mstep: Class 53 contains 2459 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40320 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5512 members 
Mstep: Class 67 contains 10480 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2716 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2339 members 
Mstep: Class 74 contains 3341 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7169 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5518 members 
Mstep: Class 79 contains 8464 members 
Mstep: Class 80 contains 7842 members 
Mstep: Class 81 contains 305 members 
Mstep: Class 82 contains 1046 members 
Entering Unmasked Estep 
Score: -154531680.000000 Penalty: 286492.562500
Splitting cluster 45 changes total score from -154532736.000000 to -154531680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -270413.750000 Penalty: 1904.683594
	Iteration 0F: 2 clusters Score -270413.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -267654.531250 Penalty: 3809.367188
	Iteration 0F: 3 clusters Score -267654.5 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -268117.812500 Penalty: 3809.367188
	Iteration 1F: 3 clusters Score -268117.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -268220.593750 Penalty: 3809.367188
	Iteration 2F: 3 clusters Score -268220.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -268280.843750 Penalty: 3809.367188
	Iteration 3Q: 3 clusters Score -268280.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -268322.156250 Penalty: 3809.367188
	Iteration 4Q: 3 clusters Score -268322.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -268348.906250 Penalty: 3809.367188
	Iteration 5Q: 3 clusters Score -268348.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -268367.593750 Penalty: 3809.367188
	Iteration 6Q: 3 clusters Score -268367.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -268381.375000 Penalty: 3809.367188
	Iteration 7Q: 3 clusters Score -268381.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -268395.437500 Penalty: 3809.367188
	Iteration 8Q: 3 clusters Score -268395.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -268403.468750 Penalty: 3809.367188
	Iteration 9Q: 3 clusters Score -268403.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -268411.062500 Penalty: 3809.367188
	Iteration 10Q: 3 clusters Score -268411.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -268417.875000 Penalty: 3809.367188
	Iteration 11Q: 3 clusters Score -268417.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -268425.812500 Penalty: 3809.367188
	Iteration 12Q: 3 clusters Score -268425.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -268431.718750 Penalty: 3809.367188
	Iteration 13Q: 3 clusters Score -268431.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -268434.468750 Penalty: 3809.367188
	Iteration 14Q: 3 clusters Score -268434.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -268435.312500 Penalty: 3809.367188
	Iteration 15Q: 3 clusters Score -268435.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -268435.312500 Penalty: 3809.367188
	Iteration 16F: 3 clusters Score -268435.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -262946.937500 Penalty: 1913.461182
	Iteration 0F: 2 clusters Score -262946.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -260169.500000 Penalty: 3826.922363
	Iteration 0F: 3 clusters Score -260169.5 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -260772.859375 Penalty: 3826.922363
	Iteration 1F: 3 clusters Score -260772.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -261029.218750 Penalty: 3826.922363
	Iteration 2F: 3 clusters Score -261029.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -261294.156250 Penalty: 3826.922363
	Iteration 3F: 3 clusters Score -261294.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -261466.343750 Penalty: 3826.922363
	Iteration 4F: 3 clusters Score -261466.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -261574.343750 Penalty: 3826.922363
	Iteration 5Q: 3 clusters Score -261574.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -261640.031250 Penalty: 3826.922363
	Iteration 6Q: 3 clusters Score -261640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -261682.515625 Penalty: 3826.922363
	Iteration 7Q: 3 clusters Score -261682.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -261719.375000 Penalty: 3826.922363
	Iteration 8Q: 3 clusters Score -261719.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -261747.609375 Penalty: 3826.922363
	Iteration 9Q: 3 clusters Score -261747.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -261769.796875 Penalty: 3826.922363
	Iteration 10Q: 3 clusters Score -261769.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -261782.234375 Penalty: 3826.922363
	Iteration 11Q: 3 clusters Score -261782.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -261793.062500 Penalty: 3826.922363
	Iteration 12Q: 3 clusters Score -261793.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -261798.359375 Penalty: 3826.922363
	Iteration 13Q: 3 clusters Score -261798.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -261804.484375 Penalty: 3826.922363
	Iteration 14Q: 3 clusters Score -261804.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -261807.593750 Penalty: 3826.922363
	Iteration 15Q: 3 clusters Score -261807.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -261807.593750 Penalty: 3826.922363
	Iteration 16F: 3 clusters Score -261807.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Entering Unmasked Estep 
Score: -480640.093750 Penalty: 2082.693848
	Iteration 0F: 2 clusters Score -480640.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -476483.937500 Penalty: 4165.387695
	Iteration 0F: 3 clusters Score -476483.9 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -477497.156250 Penalty: 4165.387695
	Iteration 1F: 3 clusters Score -477497.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -477785.093750 Penalty: 4165.387695
	Iteration 2F: 3 clusters Score -477785.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -478014.062500 Penalty: 4165.387695
	Iteration 3F: 3 clusters Score -478014.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -478189.250000 Penalty: 4165.387695
	Iteration 4F: 3 clusters Score -478189.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -478325.406250 Penalty: 4165.387695
	Iteration 5Q: 3 clusters Score -478325.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -478415.218750 Penalty: 4165.387695
	Iteration 6Q: 3 clusters Score -478415.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -478485.906250 Penalty: 4165.387695
	Iteration 7Q: 3 clusters Score -478485.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -478541.375000 Penalty: 4165.387695
	Iteration 8Q: 3 clusters Score -478541.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -478578.000000 Penalty: 4165.387695
	Iteration 9Q: 3 clusters Score -478578 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -478603.968750 Penalty: 4165.387695
	Iteration 10Q: 3 clusters Score -478604 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -478627.437500 Penalty: 4165.387695
	Iteration 11Q: 3 clusters Score -478627.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -478642.906250 Penalty: 4165.387695
	Iteration 12Q: 3 clusters Score -478642.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -478657.625000 Penalty: 4165.387695
	Iteration 13Q: 3 clusters Score -478657.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -478673.625000 Penalty: 4165.387695
	Iteration 14Q: 3 clusters Score -478673.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -478686.000000 Penalty: 4165.387695
	Iteration 15Q: 3 clusters Score -478686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -478694.437500 Penalty: 4165.387695
	Iteration 16Q: 3 clusters Score -478694.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -478703.250000 Penalty: 4165.387695
	Iteration 17Q: 3 clusters Score -478703.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -478706.343750 Penalty: 4165.387695
	Iteration 18Q: 3 clusters Score -478706.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -478713.250000 Penalty: 4165.387695
	Iteration 19Q: 3 clusters Score -478713.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -478718.781250 Penalty: 4165.387695
	Iteration 20F: 3 clusters Score -478718.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -478722.593750 Penalty: 4165.387695
	Iteration 21Q: 3 clusters Score -478722.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -478729.375000 Penalty: 4165.387695
	Iteration 22Q: 3 clusters Score -478729.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -478736.500000 Penalty: 4165.387695
	Iteration 23Q: 3 clusters Score -478736.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -478738.937500 Penalty: 4165.387695
	Iteration 24Q: 3 clusters Score -478738.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -478742.281250 Penalty: 4165.387695
	Iteration 25Q: 3 clusters Score -478742.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -478745.750000 Penalty: 4165.387695
	Iteration 26Q: 3 clusters Score -478745.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -478748.187500 Penalty: 4165.387695
	Iteration 27Q: 3 clusters Score -478748.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -478749.968750 Penalty: 4165.387695
	Iteration 28Q: 3 clusters Score -478750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -478753.125000 Penalty: 4165.387695
	Iteration 29Q: 3 clusters Score -478753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -478754.343750 Penalty: 4165.387695
	Iteration 30Q: 3 clusters Score -478754.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -478757.656250 Penalty: 4165.387695
	Iteration 31Q: 3 clusters Score -478757.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -478759.500000 Penalty: 4165.387695
	Iteration 32Q: 3 clusters Score -478759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -478761.125000 Penalty: 4165.387695
	Iteration 33Q: 3 clusters Score -478761.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -478761.187500 Penalty: 4165.387695
	Iteration 34Q: 3 clusters Score -478761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -478762.593750 Penalty: 4165.387695
	Iteration 35Q: 3 clusters Score -478762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -478763.687500 Penalty: 4165.387695
	Iteration 36Q: 3 clusters Score -478763.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -478764.031250 Penalty: 4165.387695
	Iteration 37Q: 3 clusters Score -478764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -478765.375000 Penalty: 4165.387695
	Iteration 38Q: 3 clusters Score -478765.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -478766.093750 Penalty: 4165.387695
	Iteration 39Q: 3 clusters Score -478766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -478766.218750 Penalty: 4165.387695
	Iteration 40F: 3 clusters Score -478766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -478767.875000 Penalty: 4165.387695
	Iteration 41Q: 3 clusters Score -478767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -478767.093750 Penalty: 4165.387695
	Iteration 42Q: 3 clusters Score -478767.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -478767.093750 Penalty: 4165.387695
	Iteration 43F: 3 clusters Score -478767.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -522614.156250 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -522614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -518492.718750 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -518492.7 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -519419.625000 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -519419.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -519639.687500 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -519639.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -519798.093750 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -519798.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -519962.125000 Penalty: 4160.219727
	Iteration 4Q: 3 clusters Score -519962.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -520125.687500 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -520125.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -520275.500000 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -520275.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -520441.906250 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -520441.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -520625.218750 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -520625.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -520790.875000 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -520790.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -520925.687500 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -520925.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -521028.375000 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -521028.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -521112.562500 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -521112.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -521161.562500 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -521161.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -521193.968750 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -521194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -521215.843750 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -521215.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -521235.593750 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -521235.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -521248.093750 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -521248.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -521253.843750 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -521253.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -521258.531250 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -521258.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -521263.093750 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -521263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -521266.593750 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -521266.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -521270.781250 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -521270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -521272.000000 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -521272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -521272.875000 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -521272.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -521273.312500 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -521273.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -521274.406250 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -521274.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -521274.406250 Penalty: 4160.219727
	Iteration 27F: 3 clusters Score -521274.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Entering Unmasked Estep 
Score: -805310.687500 Penalty: 2185.326660
	Iteration 0F: 2 clusters Score -805310.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -799715.312500 Penalty: 4370.653320
	Iteration 0F: 3 clusters Score -799715.3 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -801254.187500 Penalty: 4370.653320
	Iteration 1F: 3 clusters Score -801254.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -801536.000000 Penalty: 4370.653320
	Iteration 2F: 3 clusters Score -801536 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -801703.187500 Penalty: 4370.653320
	Iteration 3F: 3 clusters Score -801703.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -801828.937500 Penalty: 4370.653320
	Iteration 4Q: 3 clusters Score -801828.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -801934.500000 Penalty: 4370.653320
	Iteration 5Q: 3 clusters Score -801934.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -802014.000000 Penalty: 4370.653320
	Iteration 6Q: 3 clusters Score -802014 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -802085.937500 Penalty: 4370.653320
	Iteration 7Q: 3 clusters Score -802085.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -802156.437500 Penalty: 4370.653320
	Iteration 8Q: 3 clusters Score -802156.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -802229.687500 Penalty: 4370.653320
	Iteration 9Q: 3 clusters Score -802229.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -802314.437500 Penalty: 4370.653320
	Iteration 10Q: 3 clusters Score -802314.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -802412.000000 Penalty: 4370.653320
	Iteration 11Q: 3 clusters Score -802412 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -802523.125000 Penalty: 4370.653320
	Iteration 12Q: 3 clusters Score -802523.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -802630.750000 Penalty: 4370.653320
	Iteration 13Q: 3 clusters Score -802630.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -802751.875000 Penalty: 4370.653320
	Iteration 14Q: 3 clusters Score -802751.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -802877.375000 Penalty: 4370.653320
	Iteration 15Q: 3 clusters Score -802877.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -802979.375000 Penalty: 4370.653320
	Iteration 16Q: 3 clusters Score -802979.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -803091.375000 Penalty: 4370.653320
	Iteration 17Q: 3 clusters Score -803091.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -803195.937500 Penalty: 4370.653320
	Iteration 18Q: 3 clusters Score -803195.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -803270.562500 Penalty: 4370.653320
	Iteration 19Q: 3 clusters Score -803270.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -803325.437500 Penalty: 4370.653320
	Iteration 20F: 3 clusters Score -803325.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -803368.562500 Penalty: 4370.653320
	Iteration 21Q: 3 clusters Score -803368.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -803398.375000 Penalty: 4370.653320
	Iteration 22Q: 3 clusters Score -803398.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -803424.375000 Penalty: 4370.653320
	Iteration 23Q: 3 clusters Score -803424.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -803441.250000 Penalty: 4370.653320
	Iteration 24Q: 3 clusters Score -803441.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -803451.562500 Penalty: 4370.653320
	Iteration 25Q: 3 clusters Score -803451.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -803459.625000 Penalty: 4370.653320
	Iteration 26Q: 3 clusters Score -803459.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -803470.625000 Penalty: 4370.653320
	Iteration 27Q: 3 clusters Score -803470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -803476.187500 Penalty: 4370.653320
	Iteration 28Q: 3 clusters Score -803476.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -803482.875000 Penalty: 4370.653320
	Iteration 29Q: 3 clusters Score -803482.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -803491.000000 Penalty: 4370.653320
	Iteration 30Q: 3 clusters Score -803491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -803495.625000 Penalty: 4370.653320
	Iteration 31Q: 3 clusters Score -803495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -803503.125000 Penalty: 4370.653320
	Iteration 32Q: 3 clusters Score -803503.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -803503.875000 Penalty: 4370.653320
	Iteration 33Q: 3 clusters Score -803503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -803507.437500 Penalty: 4370.653320
	Iteration 34Q: 3 clusters Score -803507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -803509.187500 Penalty: 4370.653320
	Iteration 35Q: 3 clusters Score -803509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -803509.437500 Penalty: 4370.653320
	Iteration 36Q: 3 clusters Score -803509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -803511.375000 Penalty: 4370.653320
	Iteration 37Q: 3 clusters Score -803511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -803515.000000 Penalty: 4370.653320
	Iteration 38Q: 3 clusters Score -803515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -803519.375000 Penalty: 4370.653320
	Iteration 39Q: 3 clusters Score -803519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -803521.125000 Penalty: 4370.653320
	Iteration 40F: 3 clusters Score -803521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -803522.500000 Penalty: 4370.653320
	Iteration 41Q: 3 clusters Score -803522.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -803524.812500 Penalty: 4370.653320
	Iteration 42Q: 3 clusters Score -803524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -803527.000000 Penalty: 4370.653320
	Iteration 43Q: 3 clusters Score -803527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -803527.437500 Penalty: 4370.653320
	Iteration 44Q: 3 clusters Score -803527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -803527.437500 Penalty: 4370.653320
	Iteration 45F: 3 clusters Score -803527.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -259899.359375 Penalty: 1911.351562
	Iteration 0F: 2 clusters Score -259899.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -257139.968750 Penalty: 3822.703125
	Iteration 0F: 3 clusters Score -257140 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -257746.250000 Penalty: 3822.703125
	Iteration 1F: 3 clusters Score -257746.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -258004.453125 Penalty: 3822.703125
	Iteration 2F: 3 clusters Score -258004.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -258203.328125 Penalty: 3822.703125
	Iteration 3F: 3 clusters Score -258203.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -258322.781250 Penalty: 3822.703125
	Iteration 4F: 3 clusters Score -258322.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -258411.593750 Penalty: 3822.703125
	Iteration 5Q: 3 clusters Score -258411.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -258487.250000 Penalty: 3822.703125
	Iteration 6Q: 3 clusters Score -258487.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -258566.984375 Penalty: 3822.703125
	Iteration 7Q: 3 clusters Score -258567 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -258638.515625 Penalty: 3822.703125
	Iteration 8Q: 3 clusters Score -258638.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -258693.703125 Penalty: 3822.703125
	Iteration 9Q: 3 clusters Score -258693.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -258745.062500 Penalty: 3822.703125
	Iteration 10Q: 3 clusters Score -258745.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -258778.109375 Penalty: 3822.703125
	Iteration 11Q: 3 clusters Score -258778.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -258803.546875 Penalty: 3822.703125
	Iteration 12Q: 3 clusters Score -258803.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -258822.265625 Penalty: 3822.703125
	Iteration 13Q: 3 clusters Score -258822.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -258841.062500 Penalty: 3822.703125
	Iteration 14Q: 3 clusters Score -258841.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -258859.734375 Penalty: 3822.703125
	Iteration 15Q: 3 clusters Score -258859.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -258875.421875 Penalty: 3822.703125
	Iteration 16Q: 3 clusters Score -258875.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -258895.296875 Penalty: 3822.703125
	Iteration 17Q: 3 clusters Score -258895.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -258916.218750 Penalty: 3822.703125
	Iteration 18Q: 3 clusters Score -258916.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -258936.765625 Penalty: 3822.703125
	Iteration 19Q: 3 clusters Score -258936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -258956.062500 Penalty: 3822.703125
	Iteration 20F: 3 clusters Score -258956.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -258980.921875 Penalty: 3822.703125
	Iteration 21Q: 3 clusters Score -258980.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -258994.140625 Penalty: 3822.703125
	Iteration 22Q: 3 clusters Score -258994.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -259004.937500 Penalty: 3822.703125
	Iteration 23Q: 3 clusters Score -259004.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -259022.734375 Penalty: 3822.703125
	Iteration 24Q: 3 clusters Score -259022.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -259029.421875 Penalty: 3822.703125
	Iteration 25Q: 3 clusters Score -259029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -259032.093750 Penalty: 3822.703125
	Iteration 26Q: 3 clusters Score -259032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -259032.171875 Penalty: 3822.703125
	Iteration 27Q: 3 clusters Score -259032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -259032.171875 Penalty: 3822.703125
	Iteration 28F: 3 clusters Score -259032.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (17082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Entering Unmasked Estep 
Score: -2059821.000000 Penalty: 2416.953613
	Iteration 0F: 2 clusters Score -2059821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2047654.250000 Penalty: 4833.907227
	Iteration 0F: 3 clusters Score -2047654 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2051577.000000 Penalty: 4833.907227
	Iteration 1F: 3 clusters Score -2051577 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2052024.625000 Penalty: 4833.907227
	Iteration 2F: 3 clusters Score -2052025 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2052464.500000 Penalty: 4833.907227
	Iteration 3F: 3 clusters Score -2052464 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2052933.250000 Penalty: 4833.907227
	Iteration 4F: 3 clusters Score -2052933 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2053479.375000 Penalty: 4833.907227
	Iteration 5F: 3 clusters Score -2053479 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2054114.625000 Penalty: 4833.907227
	Iteration 6F: 3 clusters Score -2054115 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2054798.625000 Penalty: 4833.907227
	Iteration 7F: 3 clusters Score -2054799 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2055497.125000 Penalty: 4833.907227
	Iteration 8F: 3 clusters Score -2055497 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2056125.375000 Penalty: 4833.907227
	Iteration 9Q: 3 clusters Score -2056125 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2056639.500000 Penalty: 4833.907227
	Iteration 10Q: 3 clusters Score -2056640 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2057000.125000 Penalty: 4833.907227
	Iteration 11Q: 3 clusters Score -2057000 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2057251.125000 Penalty: 4833.907227
	Iteration 12Q: 3 clusters Score -2057251 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2057418.375000 Penalty: 4833.907227
	Iteration 13Q: 3 clusters Score -2057418 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2057531.375000 Penalty: 4833.907227
	Iteration 14Q: 3 clusters Score -2057531 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2057631.375000 Penalty: 4833.907227
	Iteration 15Q: 3 clusters Score -2057631 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2057689.125000 Penalty: 4833.907227
	Iteration 16Q: 3 clusters Score -2057689 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2057724.500000 Penalty: 4833.907227
	Iteration 17Q: 3 clusters Score -2057724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2057747.375000 Penalty: 4833.907227
	Iteration 18Q: 3 clusters Score -2057747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2057765.125000 Penalty: 4833.907227
	Iteration 19Q: 3 clusters Score -2057765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2057784.375000 Penalty: 4833.907227
	Iteration 20F: 3 clusters Score -2057784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2057788.250000 Penalty: 4833.907227
	Iteration 21Q: 3 clusters Score -2057788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2057792.500000 Penalty: 4833.907227
	Iteration 22Q: 3 clusters Score -2057792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2057793.750000 Penalty: 4833.907227
	Iteration 23Q: 3 clusters Score -2057794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2057798.500000 Penalty: 4833.907227
	Iteration 24Q: 3 clusters Score -2057798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2057798.500000 Penalty: 4833.907227
	Iteration 25F: 3 clusters Score -2057798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -391558.562500 Penalty: 1936.262451
	Iteration 0F: 2 clusters Score -391558.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -388673.500000 Penalty: 3872.524902
	Iteration 0F: 3 clusters Score -388673.5 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -389540.343750 Penalty: 3872.524902
	Iteration 1F: 3 clusters Score -389540.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -390274.687500 Penalty: 3872.524902
	Iteration 2F: 3 clusters Score -390274.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -390732.000000 Penalty: 3872.524902
	Iteration 3F: 3 clusters Score -390732 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -391000.062500 Penalty: 3872.524902
	Iteration 4F: 3 clusters Score -391000.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -391182.781250 Penalty: 3872.524902
	Iteration 5F: 3 clusters Score -391182.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -391327.875000 Penalty: 3872.524902
	Iteration 6Q: 3 clusters Score -391327.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -391414.843750 Penalty: 3872.524902
	Iteration 7Q: 3 clusters Score -391414.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -391480.718750 Penalty: 3872.524902
	Iteration 8Q: 3 clusters Score -391480.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -391519.343750 Penalty: 3872.524902
	Iteration 9Q: 3 clusters Score -391519.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -391550.156250 Penalty: 3872.524902
	Iteration 10Q: 3 clusters Score -391550.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -391573.500000 Penalty: 3872.524902
	Iteration 11Q: 3 clusters Score -391573.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -391597.187500 Penalty: 3872.524902
	Iteration 12Q: 3 clusters Score -391597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -391621.000000 Penalty: 3872.524902
	Iteration 13Q: 3 clusters Score -391621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -391640.968750 Penalty: 3872.524902
	Iteration 14Q: 3 clusters Score -391641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -391661.625000 Penalty: 3872.524902
	Iteration 15Q: 3 clusters Score -391661.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -391674.718750 Penalty: 3872.524902
	Iteration 16Q: 3 clusters Score -391674.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -391685.343750 Penalty: 3872.524902
	Iteration 17Q: 3 clusters Score -391685.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -391690.968750 Penalty: 3872.524902
	Iteration 18Q: 3 clusters Score -391691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -391696.187500 Penalty: 3872.524902
	Iteration 19Q: 3 clusters Score -391696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -391699.000000 Penalty: 3872.524902
	Iteration 20F: 3 clusters Score -391699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -391706.312500 Penalty: 3872.524902
	Iteration 21Q: 3 clusters Score -391706.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -391713.593750 Penalty: 3872.524902
	Iteration 22Q: 3 clusters Score -391713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -391717.406250 Penalty: 3872.524902
	Iteration 23Q: 3 clusters Score -391717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -391719.750000 Penalty: 3872.524902
	Iteration 24Q: 3 clusters Score -391719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -391726.062500 Penalty: 3872.524902
	Iteration 25Q: 3 clusters Score -391726.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -391730.375000 Penalty: 3872.524902
	Iteration 26Q: 3 clusters Score -391730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -391731.531250 Penalty: 3872.524902
	Iteration 27Q: 3 clusters Score -391731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -391733.156250 Penalty: 3872.524902
	Iteration 28Q: 3 clusters Score -391733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -391733.156250 Penalty: 3872.524902
	Iteration 29Q: 3 clusters Score -391733.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -391733.156250 Penalty: 3872.524902
	Iteration 30F: 3 clusters Score -391733.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 234210 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18551 members 
Mstep: Class 6 contains 77944 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135234 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15562 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 96757 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21673 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10439 members 
Mstep: Class 31 contains 39099 members 
Mstep: Class 32 contains 17231 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 5582 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 9693 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 370 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2165 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4438 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17082 members 
Mstep: Class 53 contains 559 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40320 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5512 members 
Mstep: Class 67 contains 10480 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2716 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2339 members 
Mstep: Class 74 contains 3341 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7169 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5518 members 
Mstep: Class 79 contains 8464 members 
Mstep: Class 80 contains 7842 members 
Mstep: Class 81 contains 305 members 
Mstep: Class 82 contains 1900 members 
Entering Unmasked Estep 
Score: -154531840.000000 Penalty: 286492.562500
Splitting cluster 53 changes total score from -154532736.000000 to -154531840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (8679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Entering Unmasked Estep 
Score: -1017027.687500 Penalty: 2249.028076
	Iteration 0F: 2 clusters Score -1017028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1010176.125000 Penalty: 4498.056152
	Iteration 0F: 3 clusters Score -1010176 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1012081.250000 Penalty: 4498.056152
	Iteration 1F: 3 clusters Score -1012081 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1012386.625000 Penalty: 4498.056152
	Iteration 2F: 3 clusters Score -1012387 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1012564.437500 Penalty: 4498.056152
	Iteration 3F: 3 clusters Score -1012564 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1012689.687500 Penalty: 4498.056152
	Iteration 4Q: 3 clusters Score -1012690 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1012787.750000 Penalty: 4498.056152
	Iteration 5Q: 3 clusters Score -1012788 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1012873.875000 Penalty: 4498.056152
	Iteration 6Q: 3 clusters Score -1012874 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1012948.500000 Penalty: 4498.056152
	Iteration 7Q: 3 clusters Score -1012948 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1013030.687500 Penalty: 4498.056152
	Iteration 8Q: 3 clusters Score -1013031 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1013126.000000 Penalty: 4498.056152
	Iteration 9Q: 3 clusters Score -1013126 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1013235.187500 Penalty: 4498.056152
	Iteration 10Q: 3 clusters Score -1013235 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1013344.187500 Penalty: 4498.056152
	Iteration 11Q: 3 clusters Score -1013344 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1013474.687500 Penalty: 4498.056152
	Iteration 12Q: 3 clusters Score -1013475 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1013621.000000 Penalty: 4498.056152
	Iteration 13Q: 3 clusters Score -1013621 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1013782.125000 Penalty: 4498.056152
	Iteration 14Q: 3 clusters Score -1013782 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1013957.062500 Penalty: 4498.056152
	Iteration 15Q: 3 clusters Score -1013957 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1014143.875000 Penalty: 4498.056152
	Iteration 16Q: 3 clusters Score -1014144 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1014344.250000 Penalty: 4498.056152
	Iteration 17Q: 3 clusters Score -1014344 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1014538.687500 Penalty: 4498.056152
	Iteration 18Q: 3 clusters Score -1014539 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1014713.812500 Penalty: 4498.056152
	Iteration 19Q: 3 clusters Score -1014714 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1014885.687500 Penalty: 4498.056152
	Iteration 20F: 3 clusters Score -1014886 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1015037.375000 Penalty: 4498.056152
	Iteration 21Q: 3 clusters Score -1015037 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1015160.187500 Penalty: 4498.056152
	Iteration 22Q: 3 clusters Score -1015160 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1015249.687500 Penalty: 4498.056152
	Iteration 23Q: 3 clusters Score -1015250 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1015300.875000 Penalty: 4498.056152
	Iteration 24Q: 3 clusters Score -1015301 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1015351.875000 Penalty: 4498.056152
	Iteration 25Q: 3 clusters Score -1015352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1015398.312500 Penalty: 4498.056152
	Iteration 26Q: 3 clusters Score -1015398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1015427.437500 Penalty: 4498.056152
	Iteration 27Q: 3 clusters Score -1015427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1015449.500000 Penalty: 4498.056152
	Iteration 28Q: 3 clusters Score -1015450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1015461.312500 Penalty: 4498.056152
	Iteration 29Q: 3 clusters Score -1015461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1015465.437500 Penalty: 4498.056152
	Iteration 30Q: 3 clusters Score -1015465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1015467.750000 Penalty: 4498.056152
	Iteration 31Q: 3 clusters Score -1015468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1015469.062500 Penalty: 4498.056152
	Iteration 32Q: 3 clusters Score -1015469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1015469.062500 Penalty: 4498.056152
	Iteration 33Q: 3 clusters Score -1015469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1015469.062500 Penalty: 4498.056152
	Iteration 34F: 3 clusters Score -1015469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (10618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Entering Unmasked Estep 
Score: -1290508.875000 Penalty: 2299.035889
	Iteration 0F: 2 clusters Score -1290509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1282529.375000 Penalty: 4598.071777
	Iteration 0F: 3 clusters Score -1282529 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1284845.000000 Penalty: 4598.071777
	Iteration 1F: 3 clusters Score -1284845 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1285136.875000 Penalty: 4598.071777
	Iteration 2F: 3 clusters Score -1285137 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1285358.250000 Penalty: 4598.071777
	Iteration 3Q: 3 clusters Score -1285358 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1285529.375000 Penalty: 4598.071777
	Iteration 4Q: 3 clusters Score -1285529 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1285666.625000 Penalty: 4598.071777
	Iteration 5Q: 3 clusters Score -1285667 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1285778.875000 Penalty: 4598.071777
	Iteration 6Q: 3 clusters Score -1285779 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1285869.625000 Penalty: 4598.071777
	Iteration 7Q: 3 clusters Score -1285870 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1285972.875000 Penalty: 4598.071777
	Iteration 8Q: 3 clusters Score -1285973 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1286069.875000 Penalty: 4598.071777
	Iteration 9Q: 3 clusters Score -1286070 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1286173.500000 Penalty: 4598.071777
	Iteration 10Q: 3 clusters Score -1286174 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1286268.750000 Penalty: 4598.071777
	Iteration 11Q: 3 clusters Score -1286269 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1286366.625000 Penalty: 4598.071777
	Iteration 12Q: 3 clusters Score -1286367 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1286475.000000 Penalty: 4598.071777
	Iteration 13Q: 3 clusters Score -1286475 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1286602.625000 Penalty: 4598.071777
	Iteration 14Q: 3 clusters Score -1286603 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1286745.250000 Penalty: 4598.071777
	Iteration 15Q: 3 clusters Score -1286745 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1286896.875000 Penalty: 4598.071777
	Iteration 16Q: 3 clusters Score -1286897 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1287035.875000 Penalty: 4598.071777
	Iteration 17Q: 3 clusters Score -1287036 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1287167.500000 Penalty: 4598.071777
	Iteration 18Q: 3 clusters Score -1287168 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1287274.375000 Penalty: 4598.071777
	Iteration 19Q: 3 clusters Score -1287274 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1287374.625000 Penalty: 4598.071777
	Iteration 20F: 3 clusters Score -1287375 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1287508.125000 Penalty: 4598.071777
	Iteration 21Q: 3 clusters Score -1287508 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1287600.375000 Penalty: 4598.071777
	Iteration 22Q: 3 clusters Score -1287600 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1287690.000000 Penalty: 4598.071777
	Iteration 23Q: 3 clusters Score -1287690 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1287757.875000 Penalty: 4598.071777
	Iteration 24Q: 3 clusters Score -1287758 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1287815.500000 Penalty: 4598.071777
	Iteration 25Q: 3 clusters Score -1287816 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1287860.500000 Penalty: 4598.071777
	Iteration 26Q: 3 clusters Score -1287860 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1287900.625000 Penalty: 4598.071777
	Iteration 27Q: 3 clusters Score -1287901 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1287935.000000 Penalty: 4598.071777
	Iteration 28Q: 3 clusters Score -1287935 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1287973.000000 Penalty: 4598.071777
	Iteration 29Q: 3 clusters Score -1287973 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1287997.125000 Penalty: 4598.071777
	Iteration 30Q: 3 clusters Score -1287997 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1288030.375000 Penalty: 4598.071777
	Iteration 31Q: 3 clusters Score -1288030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1288054.625000 Penalty: 4598.071777
	Iteration 32Q: 3 clusters Score -1288055 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1288079.125000 Penalty: 4598.071777
	Iteration 33Q: 3 clusters Score -1288079 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1288101.750000 Penalty: 4598.071777
	Iteration 34Q: 3 clusters Score -1288102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1288121.375000 Penalty: 4598.071777
	Iteration 35Q: 3 clusters Score -1288121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1288151.625000 Penalty: 4598.071777
	Iteration 36Q: 3 clusters Score -1288152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1288178.625000 Penalty: 4598.071777
	Iteration 37Q: 3 clusters Score -1288179 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1288203.875000 Penalty: 4598.071777
	Iteration 38Q: 3 clusters Score -1288204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1288226.500000 Penalty: 4598.071777
	Iteration 39Q: 3 clusters Score -1288226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1288252.250000 Penalty: 4598.071777
	Iteration 40F: 3 clusters Score -1288252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1288276.250000 Penalty: 4598.071777
	Iteration 41Q: 3 clusters Score -1288276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1288293.875000 Penalty: 4598.071777
	Iteration 42Q: 3 clusters Score -1288294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1288313.125000 Penalty: 4598.071777
	Iteration 43Q: 3 clusters Score -1288313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1288323.500000 Penalty: 4598.071777
	Iteration 44Q: 3 clusters Score -1288324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1288342.375000 Penalty: 4598.071777
	Iteration 45Q: 3 clusters Score -1288342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1288352.000000 Penalty: 4598.071777
	Iteration 46Q: 3 clusters Score -1288352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1288364.250000 Penalty: 4598.071777
	Iteration 47Q: 3 clusters Score -1288364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1288379.375000 Penalty: 4598.071777
	Iteration 48Q: 3 clusters Score -1288379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1288395.500000 Penalty: 4598.071777
	Iteration 49Q: 3 clusters Score -1288396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1288412.750000 Penalty: 4598.071777
	Iteration 50Q: 3 clusters Score -1288413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1288421.750000 Penalty: 4598.071777
	Iteration 51Q: 3 clusters Score -1288422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1288436.125000 Penalty: 4598.071777
	Iteration 52Q: 3 clusters Score -1288436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1288446.125000 Penalty: 4598.071777
	Iteration 53Q: 3 clusters Score -1288446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1288455.000000 Penalty: 4598.071777
	Iteration 54Q: 3 clusters Score -1288455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1288462.875000 Penalty: 4598.071777
	Iteration 55Q: 3 clusters Score -1288463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1288466.375000 Penalty: 4598.071777
	Iteration 56Q: 3 clusters Score -1288466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1288473.375000 Penalty: 4598.071777
	Iteration 57Q: 3 clusters Score -1288473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1288474.625000 Penalty: 4598.071777
	Iteration 58Q: 3 clusters Score -1288475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1288479.875000 Penalty: 4598.071777
	Iteration 59Q: 3 clusters Score -1288480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1288480.250000 Penalty: 4598.071777
	Iteration 60F: 3 clusters Score -1288480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1288482.375000 Penalty: 4598.071777
	Iteration 61Q: 3 clusters Score -1288482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1288487.000000 Penalty: 4598.071777
	Iteration 62Q: 3 clusters Score -1288487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1288487.500000 Penalty: 4598.071777
	Iteration 63Q: 3 clusters Score -1288488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1288489.875000 Penalty: 4598.071777
	Iteration 64Q: 3 clusters Score -1288490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1288494.625000 Penalty: 4598.071777
	Iteration 65Q: 3 clusters Score -1288495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1288504.250000 Penalty: 4598.071777
	Iteration 66Q: 3 clusters Score -1288504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1288506.375000 Penalty: 4598.071777
	Iteration 67Q: 3 clusters Score -1288506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1288506.125000 Penalty: 4598.071777
	Iteration 68Q: 3 clusters Score -1288506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1288507.250000 Penalty: 4598.071777
	Iteration 69Q: 3 clusters Score -1288507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1288509.875000 Penalty: 4598.071777
	Iteration 70Q: 3 clusters Score -1288510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1288512.125000 Penalty: 4598.071777
	Iteration 71Q: 3 clusters Score -1288512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1288512.125000 Penalty: 4598.071777
	Iteration 72F: 3 clusters Score -1288512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (10928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Entering Unmasked Estep 
Score: -1319844.125000 Penalty: 2306.172852
	Iteration 0F: 2 clusters Score -1319844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1311602.875000 Penalty: 4612.345703
	Iteration 0F: 3 clusters Score -1311603 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1314058.125000 Penalty: 4612.345703
	Iteration 1F: 3 clusters Score -1314058 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1314451.125000 Penalty: 4612.345703
	Iteration 2F: 3 clusters Score -1314451 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1314761.500000 Penalty: 4612.345703
	Iteration 3F: 3 clusters Score -1314762 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1315008.250000 Penalty: 4612.345703
	Iteration 4Q: 3 clusters Score -1315008 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1315248.000000 Penalty: 4612.345703
	Iteration 5Q: 3 clusters Score -1315248 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1315510.500000 Penalty: 4612.345703
	Iteration 6Q: 3 clusters Score -1315510 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1315805.500000 Penalty: 4612.345703
	Iteration 7Q: 3 clusters Score -1315806 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1316219.875000 Penalty: 4612.345703
	Iteration 8Q: 3 clusters Score -1316220 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1316756.625000 Penalty: 4612.345703
	Iteration 9F: 3 clusters Score -1316757 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1317333.250000 Penalty: 4612.345703
	Iteration 10F: 3 clusters Score -1317333 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1317834.625000 Penalty: 4612.345703
	Iteration 11Q: 3 clusters Score -1317835 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1318212.625000 Penalty: 4612.345703
	Iteration 12Q: 3 clusters Score -1318213 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1318486.500000 Penalty: 4612.345703
	Iteration 13Q: 3 clusters Score -1318486 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1318673.375000 Penalty: 4612.345703
	Iteration 14Q: 3 clusters Score -1318673 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1318803.000000 Penalty: 4612.345703
	Iteration 15Q: 3 clusters Score -1318803 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1318862.875000 Penalty: 4612.345703
	Iteration 16Q: 3 clusters Score -1318863 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1318915.375000 Penalty: 4612.345703
	Iteration 17Q: 3 clusters Score -1318915 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1318957.875000 Penalty: 4612.345703
	Iteration 18Q: 3 clusters Score -1318958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1318988.000000 Penalty: 4612.345703
	Iteration 19Q: 3 clusters Score -1318988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1319020.375000 Penalty: 4612.345703
	Iteration 20F: 3 clusters Score -1319020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1319039.750000 Penalty: 4612.345703
	Iteration 21Q: 3 clusters Score -1319040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1319061.750000 Penalty: 4612.345703
	Iteration 22Q: 3 clusters Score -1319062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1319075.750000 Penalty: 4612.345703
	Iteration 23Q: 3 clusters Score -1319076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1319091.125000 Penalty: 4612.345703
	Iteration 24Q: 3 clusters Score -1319091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1319110.375000 Penalty: 4612.345703
	Iteration 25Q: 3 clusters Score -1319110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1319131.750000 Penalty: 4612.345703
	Iteration 26Q: 3 clusters Score -1319132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1319153.625000 Penalty: 4612.345703
	Iteration 27Q: 3 clusters Score -1319154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1319165.500000 Penalty: 4612.345703
	Iteration 28Q: 3 clusters Score -1319166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1319177.875000 Penalty: 4612.345703
	Iteration 29Q: 3 clusters Score -1319178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1319180.500000 Penalty: 4612.345703
	Iteration 30Q: 3 clusters Score -1319180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1319184.000000 Penalty: 4612.345703
	Iteration 31Q: 3 clusters Score -1319184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1319190.875000 Penalty: 4612.345703
	Iteration 32Q: 3 clusters Score -1319191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1319194.750000 Penalty: 4612.345703
	Iteration 33Q: 3 clusters Score -1319195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1319196.125000 Penalty: 4612.345703
	Iteration 34Q: 3 clusters Score -1319196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1319198.375000 Penalty: 4612.345703
	Iteration 35Q: 3 clusters Score -1319198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1319202.000000 Penalty: 4612.345703
	Iteration 36Q: 3 clusters Score -1319202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1319207.250000 Penalty: 4612.345703
	Iteration 37Q: 3 clusters Score -1319207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1319206.250000 Penalty: 4612.345703
	Iteration 38Q: 3 clusters Score -1319206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1319208.000000 Penalty: 4612.345703
	Iteration 39Q: 3 clusters Score -1319208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1319211.625000 Penalty: 4612.345703
	Iteration 40F: 3 clusters Score -1319212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1319212.250000 Penalty: 4612.345703
	Iteration 41Q: 3 clusters Score -1319212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1319214.875000 Penalty: 4612.345703
	Iteration 42Q: 3 clusters Score -1319215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1319217.375000 Penalty: 4612.345703
	Iteration 43Q: 3 clusters Score -1319217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1319216.125000 Penalty: 4612.345703
	Iteration 44Q: 3 clusters Score -1319216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1319217.625000 Penalty: 4612.345703
	Iteration 45Q: 3 clusters Score -1319218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1319217.500000 Penalty: 4612.345703
	Iteration 46Q: 3 clusters Score -1319218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1319219.250000 Penalty: 4612.345703
	Iteration 47Q: 3 clusters Score -1319219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1319221.125000 Penalty: 4612.345703
	Iteration 48Q: 3 clusters Score -1319221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1319221.250000 Penalty: 4612.345703
	Iteration 49Q: 3 clusters Score -1319221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1319220.125000 Penalty: 4612.345703
	Iteration 50Q: 3 clusters Score -1319220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1319220.125000 Penalty: 4612.345703
	Iteration 51F: 3 clusters Score -1319220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (40320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Entering Unmasked Estep 
Score: -5021561.000000 Penalty: 2629.941406
	Iteration 0F: 2 clusters Score -5021561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4994184.500000 Penalty: 5259.882812
	Iteration 0F: 3 clusters Score -4994184 nChanged 18515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -5004351.500000 Penalty: 5259.882812
	Iteration 1F: 3 clusters Score -5004352 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -5004822.000000 Penalty: 5259.882812
	Iteration 2Q: 3 clusters Score -5004822 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -5005272.500000 Penalty: 5259.882812
	Iteration 3Q: 3 clusters Score -5005272 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -5005755.000000 Penalty: 5259.882812
	Iteration 4Q: 3 clusters Score -5005755 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -5006368.000000 Penalty: 5259.882812
	Iteration 5Q: 3 clusters Score -5006368 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -5007341.500000 Penalty: 5259.882812
	Iteration 6Q: 3 clusters Score -5007342 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -5008773.000000 Penalty: 5259.882812
	Iteration 7F: 3 clusters Score -5008773 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -5010830.500000 Penalty: 5259.882812
	Iteration 8F: 3 clusters Score -5010830 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -5013267.000000 Penalty: 5259.882812
	Iteration 9F: 3 clusters Score -5013267 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -5015468.000000 Penalty: 5259.882812
	Iteration 10F: 3 clusters Score -5015468 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -5017194.500000 Penalty: 5259.882812
	Iteration 11Q: 3 clusters Score -5017194 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -5018209.000000 Penalty: 5259.882812
	Iteration 12Q: 3 clusters Score -5018209 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -5018695.000000 Penalty: 5259.882812
	Iteration 13Q: 3 clusters Score -5018695 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -5018996.000000 Penalty: 5259.882812
	Iteration 14Q: 3 clusters Score -5018996 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -5019178.000000 Penalty: 5259.882812
	Iteration 15Q: 3 clusters Score -5019178 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -5019261.000000 Penalty: 5259.882812
	Iteration 16Q: 3 clusters Score -5019261 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -5019311.500000 Penalty: 5259.882812
	Iteration 17Q: 3 clusters Score -5019312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5019335.500000 Penalty: 5259.882812
	Iteration 18Q: 3 clusters Score -5019336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -5019364.500000 Penalty: 5259.882812
	Iteration 19Q: 3 clusters Score -5019364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -5019382.000000 Penalty: 5259.882812
	Iteration 20F: 3 clusters Score -5019382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -5019393.500000 Penalty: 5259.882812
	Iteration 21Q: 3 clusters Score -5019394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5019397.000000 Penalty: 5259.882812
	Iteration 22Q: 3 clusters Score -5019397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -5019397.000000 Penalty: 5259.882812
	Iteration 23Q: 3 clusters Score -5019397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -5019407.000000 Penalty: 5259.882812
	Iteration 24Q: 3 clusters Score -5019407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5019409.500000 Penalty: 5259.882812
	Iteration 25Q: 3 clusters Score -5019410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5019409.500000 Penalty: 5259.882812
	Iteration 26F: 3 clusters Score -5019410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -52060.570312 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -52060.57 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 215 members 
Entering Unmasked Estep 
Score: -50954.953125 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -50954.95 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51320.410156 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -51320.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51468.003906 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -51468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51582.875000 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -51582.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51695.019531 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -51695.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -51764.640625 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -51764.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -51784.796875 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -51784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51830.968750 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -51830.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51838.933594 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -51838.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -51841.382812 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -51841.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -51841.382812 Penalty: 3035.667480
	Iteration 10F: 3 clusters Score -51841.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -116342.773438 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -116342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -114254.273438 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -114254.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -114665.554688 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -114665.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -114938.351562 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -114938.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -115254.546875 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -115254.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -115494.757812 Penalty: 3513.360352
	Iteration 4F: 3 clusters Score -115494.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -115662.359375 Penalty: 3513.360352
	Iteration 5F: 3 clusters Score -115662.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -115810.648438 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -115810.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -115895.304688 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -115895.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -115972.046875 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -115972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -116006.953125 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -116007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -116022.937500 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -116022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -116031.710938 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -116031.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -116037.109375 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -116037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -116037.976562 Penalty: 3513.360352
	Iteration 13Q: 3 clusters Score -116038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -116037.976562 Penalty: 3513.360352
	Iteration 14F: 3 clusters Score -116038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Entering Unmasked Estep 
Score: -698605.125000 Penalty: 2148.858154
	Iteration 0F: 2 clusters Score -698605.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -693534.312500 Penalty: 4297.716309
	Iteration 0F: 3 clusters Score -693534.3 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -694778.875000 Penalty: 4297.716309
	Iteration 1F: 3 clusters Score -694778.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -695034.937500 Penalty: 4297.716309
	Iteration 2F: 3 clusters Score -695034.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -695198.875000 Penalty: 4297.716309
	Iteration 3F: 3 clusters Score -695198.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -695322.062500 Penalty: 4297.716309
	Iteration 4Q: 3 clusters Score -695322.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -695420.187500 Penalty: 4297.716309
	Iteration 5Q: 3 clusters Score -695420.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -695518.687500 Penalty: 4297.716309
	Iteration 6Q: 3 clusters Score -695518.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -695615.750000 Penalty: 4297.716309
	Iteration 7Q: 3 clusters Score -695615.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -695713.937500 Penalty: 4297.716309
	Iteration 8Q: 3 clusters Score -695713.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -695808.750000 Penalty: 4297.716309
	Iteration 9Q: 3 clusters Score -695808.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -695913.625000 Penalty: 4297.716309
	Iteration 10Q: 3 clusters Score -695913.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -696027.437500 Penalty: 4297.716309
	Iteration 11Q: 3 clusters Score -696027.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -696161.125000 Penalty: 4297.716309
	Iteration 12Q: 3 clusters Score -696161.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -696331.375000 Penalty: 4297.716309
	Iteration 13Q: 3 clusters Score -696331.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -696549.375000 Penalty: 4297.716309
	Iteration 14Q: 3 clusters Score -696549.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -696776.875000 Penalty: 4297.716309
	Iteration 15Q: 3 clusters Score -696776.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -697030.437500 Penalty: 4297.716309
	Iteration 16Q: 3 clusters Score -697030.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -697323.750000 Penalty: 4297.716309
	Iteration 17Q: 3 clusters Score -697323.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -697574.437500 Penalty: 4297.716309
	Iteration 18Q: 3 clusters Score -697574.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -697703.750000 Penalty: 4297.716309
	Iteration 19Q: 3 clusters Score -697703.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -697759.187500 Penalty: 4297.716309
	Iteration 20F: 3 clusters Score -697759.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -697787.937500 Penalty: 4297.716309
	Iteration 21Q: 3 clusters Score -697787.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -697798.375000 Penalty: 4297.716309
	Iteration 22Q: 3 clusters Score -697798.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -697804.875000 Penalty: 4297.716309
	Iteration 23Q: 3 clusters Score -697804.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -697807.937500 Penalty: 4297.716309
	Iteration 24Q: 3 clusters Score -697807.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -697811.125000 Penalty: 4297.716309
	Iteration 25Q: 3 clusters Score -697811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -697814.750000 Penalty: 4297.716309
	Iteration 26Q: 3 clusters Score -697814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -697814.125000 Penalty: 4297.716309
	Iteration 27Q: 3 clusters Score -697814.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -697814.812500 Penalty: 4297.716309
	Iteration 28Q: 3 clusters Score -697814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -697814.687500 Penalty: 4297.716309
	Iteration 29Q: 3 clusters Score -697814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -697815.500000 Penalty: 4297.716309
	Iteration 30Q: 3 clusters Score -697815.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -697817.562500 Penalty: 4297.716309
	Iteration 31Q: 3 clusters Score -697817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -697818.562500 Penalty: 4297.716309
	Iteration 32Q: 3 clusters Score -697818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -697818.625000 Penalty: 4297.716309
	Iteration 33Q: 3 clusters Score -697818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -697819.750000 Penalty: 4297.716309
	Iteration 34Q: 3 clusters Score -697819.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -697822.875000 Penalty: 4297.716309
	Iteration 35Q: 3 clusters Score -697822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -697822.312500 Penalty: 4297.716309
	Iteration 36Q: 3 clusters Score -697822.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -697821.875000 Penalty: 4297.716309
	Iteration 37Q: 3 clusters Score -697821.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -697821.875000 Penalty: 4297.716309
	Iteration 38F: 3 clusters Score -697821.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (31334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Entering Unmasked Estep 
Score: -3808815.500000 Penalty: 2567.409912
	Iteration 0F: 2 clusters Score -3808816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3787222.000000 Penalty: 5134.819824
	Iteration 0F: 3 clusters Score -3787222 nChanged 14204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3795031.500000 Penalty: 5134.819824
	Iteration 1F: 3 clusters Score -3795032 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3795395.750000 Penalty: 5134.819824
	Iteration 2Q: 3 clusters Score -3795396 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3795765.250000 Penalty: 5134.819824
	Iteration 3Q: 3 clusters Score -3795765 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3796064.500000 Penalty: 5134.819824
	Iteration 4Q: 3 clusters Score -3796064 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3796396.250000 Penalty: 5134.819824
	Iteration 5Q: 3 clusters Score -3796396 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3796864.250000 Penalty: 5134.819824
	Iteration 6Q: 3 clusters Score -3796864 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3797578.250000 Penalty: 5134.819824
	Iteration 7Q: 3 clusters Score -3797578 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3798500.750000 Penalty: 5134.819824
	Iteration 8Q: 3 clusters Score -3798501 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3799679.750000 Penalty: 5134.819824
	Iteration 9F: 3 clusters Score -3799680 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3801070.500000 Penalty: 5134.819824
	Iteration 10F: 3 clusters Score -3801070 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3802477.250000 Penalty: 5134.819824
	Iteration 11F: 3 clusters Score -3802477 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3803845.000000 Penalty: 5134.819824
	Iteration 12F: 3 clusters Score -3803845 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3804927.750000 Penalty: 5134.819824
	Iteration 13Q: 3 clusters Score -3804928 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3805648.500000 Penalty: 5134.819824
	Iteration 14Q: 3 clusters Score -3805648 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3806037.250000 Penalty: 5134.819824
	Iteration 15Q: 3 clusters Score -3806037 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3806294.750000 Penalty: 5134.819824
	Iteration 16Q: 3 clusters Score -3806295 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3806445.750000 Penalty: 5134.819824
	Iteration 17Q: 3 clusters Score -3806446 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3806546.000000 Penalty: 5134.819824
	Iteration 18Q: 3 clusters Score -3806546 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3806606.000000 Penalty: 5134.819824
	Iteration 19Q: 3 clusters Score -3806606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3806646.500000 Penalty: 5134.819824
	Iteration 20F: 3 clusters Score -3806646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3806670.500000 Penalty: 5134.819824
	Iteration 21Q: 3 clusters Score -3806670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3806682.750000 Penalty: 5134.819824
	Iteration 22Q: 3 clusters Score -3806683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3806692.000000 Penalty: 5134.819824
	Iteration 23Q: 3 clusters Score -3806692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3806699.750000 Penalty: 5134.819824
	Iteration 24Q: 3 clusters Score -3806700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3806703.250000 Penalty: 5134.819824
	Iteration 25Q: 3 clusters Score -3806703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3806713.500000 Penalty: 5134.819824
	Iteration 26Q: 3 clusters Score -3806714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3806712.750000 Penalty: 5134.819824
	Iteration 27Q: 3 clusters Score -3806713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3806722.500000 Penalty: 5134.819824
	Iteration 28Q: 3 clusters Score -3806722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3806729.000000 Penalty: 5134.819824
	Iteration 29Q: 3 clusters Score -3806729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3806731.750000 Penalty: 5134.819824
	Iteration 30Q: 3 clusters Score -3806732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3806734.000000 Penalty: 5134.819824
	Iteration 31Q: 3 clusters Score -3806734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3806736.000000 Penalty: 5134.819824
	Iteration 32Q: 3 clusters Score -3806736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3806736.000000 Penalty: 5134.819824
	Iteration 33F: 3 clusters Score -3806736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (15867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Entering Unmasked Estep 
Score: -1900034.125000 Penalty: 2398.655273
	Iteration 0F: 2 clusters Score -1900034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1888625.250000 Penalty: 4797.310547
	Iteration 0F: 3 clusters Score -1888625 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1892270.375000 Penalty: 4797.310547
	Iteration 1F: 3 clusters Score -1892270 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1892666.125000 Penalty: 4797.310547
	Iteration 2F: 3 clusters Score -1892666 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1893024.500000 Penalty: 4797.310547
	Iteration 3F: 3 clusters Score -1893024 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1893355.750000 Penalty: 4797.310547
	Iteration 4Q: 3 clusters Score -1893356 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1893726.125000 Penalty: 4797.310547
	Iteration 5Q: 3 clusters Score -1893726 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1894128.625000 Penalty: 4797.310547
	Iteration 6Q: 3 clusters Score -1894129 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1894542.875000 Penalty: 4797.310547
	Iteration 7Q: 3 clusters Score -1894543 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1895068.625000 Penalty: 4797.310547
	Iteration 8F: 3 clusters Score -1895069 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1895621.625000 Penalty: 4797.310547
	Iteration 9F: 3 clusters Score -1895622 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1896055.750000 Penalty: 4797.310547
	Iteration 10Q: 3 clusters Score -1896056 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1896374.125000 Penalty: 4797.310547
	Iteration 11Q: 3 clusters Score -1896374 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1896578.875000 Penalty: 4797.310547
	Iteration 12Q: 3 clusters Score -1896579 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1896711.750000 Penalty: 4797.310547
	Iteration 13Q: 3 clusters Score -1896712 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1896797.625000 Penalty: 4797.310547
	Iteration 14Q: 3 clusters Score -1896798 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1896886.000000 Penalty: 4797.310547
	Iteration 15Q: 3 clusters Score -1896886 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1896933.125000 Penalty: 4797.310547
	Iteration 16Q: 3 clusters Score -1896933 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1896991.750000 Penalty: 4797.310547
	Iteration 17Q: 3 clusters Score -1896992 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1897028.375000 Penalty: 4797.310547
	Iteration 18Q: 3 clusters Score -1897028 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1897073.375000 Penalty: 4797.310547
	Iteration 19Q: 3 clusters Score -1897073 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1897120.250000 Penalty: 4797.310547
	Iteration 20F: 3 clusters Score -1897120 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1897146.375000 Penalty: 4797.310547
	Iteration 21Q: 3 clusters Score -1897146 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1897180.000000 Penalty: 4797.310547
	Iteration 22Q: 3 clusters Score -1897180 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1897214.000000 Penalty: 4797.310547
	Iteration 23Q: 3 clusters Score -1897214 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1897253.500000 Penalty: 4797.310547
	Iteration 24Q: 3 clusters Score -1897254 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1897292.250000 Penalty: 4797.310547
	Iteration 25Q: 3 clusters Score -1897292 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1897323.625000 Penalty: 4797.310547
	Iteration 26Q: 3 clusters Score -1897324 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1897354.500000 Penalty: 4797.310547
	Iteration 27Q: 3 clusters Score -1897354 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1897381.250000 Penalty: 4797.310547
	Iteration 28Q: 3 clusters Score -1897381 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1897412.875000 Penalty: 4797.310547
	Iteration 29Q: 3 clusters Score -1897413 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1897455.375000 Penalty: 4797.310547
	Iteration 30Q: 3 clusters Score -1897455 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1897490.000000 Penalty: 4797.310547
	Iteration 31Q: 3 clusters Score -1897490 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1897511.375000 Penalty: 4797.310547
	Iteration 32Q: 3 clusters Score -1897511 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1897527.750000 Penalty: 4797.310547
	Iteration 33Q: 3 clusters Score -1897528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1897550.875000 Penalty: 4797.310547
	Iteration 34Q: 3 clusters Score -1897551 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1897568.125000 Penalty: 4797.310547
	Iteration 35Q: 3 clusters Score -1897568 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1897586.625000 Penalty: 4797.310547
	Iteration 36Q: 3 clusters Score -1897587 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1897607.750000 Penalty: 4797.310547
	Iteration 37Q: 3 clusters Score -1897608 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1897626.000000 Penalty: 4797.310547
	Iteration 38Q: 3 clusters Score -1897626 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1897642.000000 Penalty: 4797.310547
	Iteration 39Q: 3 clusters Score -1897642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1897659.500000 Penalty: 4797.310547
	Iteration 40F: 3 clusters Score -1897660 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1897677.250000 Penalty: 4797.310547
	Iteration 41Q: 3 clusters Score -1897677 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1897690.875000 Penalty: 4797.310547
	Iteration 42Q: 3 clusters Score -1897691 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1897703.375000 Penalty: 4797.310547
	Iteration 43Q: 3 clusters Score -1897703 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1897719.250000 Penalty: 4797.310547
	Iteration 44Q: 3 clusters Score -1897719 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1897736.250000 Penalty: 4797.310547
	Iteration 45Q: 3 clusters Score -1897736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1897751.625000 Penalty: 4797.310547
	Iteration 46Q: 3 clusters Score -1897752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1897757.250000 Penalty: 4797.310547
	Iteration 47Q: 3 clusters Score -1897757 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1897767.375000 Penalty: 4797.310547
	Iteration 48Q: 3 clusters Score -1897767 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1897780.500000 Penalty: 4797.310547
	Iteration 49Q: 3 clusters Score -1897780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1897798.750000 Penalty: 4797.310547
	Iteration 50Q: 3 clusters Score -1897799 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1897807.500000 Penalty: 4797.310547
	Iteration 51Q: 3 clusters Score -1897808 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1897825.000000 Penalty: 4797.310547
	Iteration 52Q: 3 clusters Score -1897825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1897828.875000 Penalty: 4797.310547
	Iteration 53Q: 3 clusters Score -1897829 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1897842.125000 Penalty: 4797.310547
	Iteration 54Q: 3 clusters Score -1897842 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1897847.375000 Penalty: 4797.310547
	Iteration 55Q: 3 clusters Score -1897847 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1897856.375000 Penalty: 4797.310547
	Iteration 56Q: 3 clusters Score -1897856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1897865.375000 Penalty: 4797.310547
	Iteration 57Q: 3 clusters Score -1897865 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1897870.500000 Penalty: 4797.310547
	Iteration 58Q: 3 clusters Score -1897870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1897879.375000 Penalty: 4797.310547
	Iteration 59Q: 3 clusters Score -1897879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1897884.875000 Penalty: 4797.310547
	Iteration 60F: 3 clusters Score -1897885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1897888.750000 Penalty: 4797.310547
	Iteration 61Q: 3 clusters Score -1897889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1897895.125000 Penalty: 4797.310547
	Iteration 62Q: 3 clusters Score -1897895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1897896.625000 Penalty: 4797.310547
	Iteration 63Q: 3 clusters Score -1897897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1897898.625000 Penalty: 4797.310547
	Iteration 64Q: 3 clusters Score -1897899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1897905.000000 Penalty: 4797.310547
	Iteration 65Q: 3 clusters Score -1897905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1897907.250000 Penalty: 4797.310547
	Iteration 66Q: 3 clusters Score -1897907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1897909.750000 Penalty: 4797.310547
	Iteration 67Q: 3 clusters Score -1897910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1897915.125000 Penalty: 4797.310547
	Iteration 68Q: 3 clusters Score -1897915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1897910.375000 Penalty: 4797.310547
	Iteration 69Q: 3 clusters Score -1897910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1897913.500000 Penalty: 4797.310547
	Iteration 70Q: 3 clusters Score -1897914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1897916.250000 Penalty: 4797.310547
	Iteration 71Q: 3 clusters Score -1897916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1897917.125000 Penalty: 4797.310547
	Iteration 72Q: 3 clusters Score -1897917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1897917.000000 Penalty: 4797.310547
	Iteration 73Q: 3 clusters Score -1897917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1897917.375000 Penalty: 4797.310547
	Iteration 74Q: 3 clusters Score -1897917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1897916.625000 Penalty: 4797.310547
	Iteration 75Q: 3 clusters Score -1897917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1897911.875000 Penalty: 4797.310547
	Iteration 76Q: 3 clusters Score -1897912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1897912.625000 Penalty: 4797.310547
	Iteration 77Q: 3 clusters Score -1897913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1897912.875000 Penalty: 4797.310547
	Iteration 78Q: 3 clusters Score -1897913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1897911.875000 Penalty: 4797.310547
	Iteration 79Q: 3 clusters Score -1897912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1897913.375000 Penalty: 4797.310547
	Iteration 80F: 3 clusters Score -1897913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1897911.250000 Penalty: 4797.310547
	Iteration 81Q: 3 clusters Score -1897911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1897912.250000 Penalty: 4797.310547
	Iteration 82Q: 3 clusters Score -1897912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1897912.250000 Penalty: 4797.310547
	Iteration 83Q: 3 clusters Score -1897912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1897909.875000 Penalty: 4797.310547
	Iteration 84Q: 3 clusters Score -1897910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1897909.125000 Penalty: 4797.310547
	Iteration 85Q: 3 clusters Score -1897909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1897908.250000 Penalty: 4797.310547
	Iteration 86Q: 3 clusters Score -1897908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1897908.250000 Penalty: 4797.310547
	Iteration 87F: 3 clusters Score -1897908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (3849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Entering Unmasked Estep 
Score: -454667.937500 Penalty: 2047.380981
	Iteration 0F: 2 clusters Score -454667.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -450903.843750 Penalty: 4094.761963
	Iteration 0F: 3 clusters Score -450903.8 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -451781.000000 Penalty: 4094.761963
	Iteration 1F: 3 clusters Score -451781 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -451986.500000 Penalty: 4094.761963
	Iteration 2F: 3 clusters Score -451986.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -452108.875000 Penalty: 4094.761963
	Iteration 3Q: 3 clusters Score -452108.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -452257.750000 Penalty: 4094.761963
	Iteration 4Q: 3 clusters Score -452257.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -452382.406250 Penalty: 4094.761963
	Iteration 5Q: 3 clusters Score -452382.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -452496.937500 Penalty: 4094.761963
	Iteration 6Q: 3 clusters Score -452496.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -452628.531250 Penalty: 4094.761963
	Iteration 7Q: 3 clusters Score -452628.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -452736.656250 Penalty: 4094.761963
	Iteration 8Q: 3 clusters Score -452736.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -452819.281250 Penalty: 4094.761963
	Iteration 9Q: 3 clusters Score -452819.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -452887.343750 Penalty: 4094.761963
	Iteration 10Q: 3 clusters Score -452887.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -452973.562500 Penalty: 4094.761963
	Iteration 11Q: 3 clusters Score -452973.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -453061.343750 Penalty: 4094.761963
	Iteration 12Q: 3 clusters Score -453061.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -453192.281250 Penalty: 4094.761963
	Iteration 13Q: 3 clusters Score -453192.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -453350.437500 Penalty: 4094.761963
	Iteration 14Q: 3 clusters Score -453350.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -453527.843750 Penalty: 4094.761963
	Iteration 15Q: 3 clusters Score -453527.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -453709.781250 Penalty: 4094.761963
	Iteration 16Q: 3 clusters Score -453709.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -453847.593750 Penalty: 4094.761963
	Iteration 17Q: 3 clusters Score -453847.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -453942.656250 Penalty: 4094.761963
	Iteration 18Q: 3 clusters Score -453942.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -454007.312500 Penalty: 4094.761963
	Iteration 19Q: 3 clusters Score -454007.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -454040.156250 Penalty: 4094.761963
	Iteration 20F: 3 clusters Score -454040.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -454065.343750 Penalty: 4094.761963
	Iteration 21Q: 3 clusters Score -454065.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -454077.468750 Penalty: 4094.761963
	Iteration 22Q: 3 clusters Score -454077.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -454090.062500 Penalty: 4094.761963
	Iteration 23Q: 3 clusters Score -454090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -454101.250000 Penalty: 4094.761963
	Iteration 24Q: 3 clusters Score -454101.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -454113.531250 Penalty: 4094.761963
	Iteration 25Q: 3 clusters Score -454113.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -454121.250000 Penalty: 4094.761963
	Iteration 26Q: 3 clusters Score -454121.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -454128.781250 Penalty: 4094.761963
	Iteration 27Q: 3 clusters Score -454128.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -454134.031250 Penalty: 4094.761963
	Iteration 28Q: 3 clusters Score -454134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -454136.500000 Penalty: 4094.761963
	Iteration 29Q: 3 clusters Score -454136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -454137.343750 Penalty: 4094.761963
	Iteration 30Q: 3 clusters Score -454137.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -454137.343750 Penalty: 4094.761963
	Iteration 31F: 3 clusters Score -454137.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -211456.406250 Penalty: 1856.680054
	Iteration 0F: 2 clusters Score -211456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -209003.109375 Penalty: 3713.360107
	Iteration 0F: 3 clusters Score -209003.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -209399.671875 Penalty: 3713.360107
	Iteration 1F: 3 clusters Score -209399.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -209499.437500 Penalty: 3713.360107
	Iteration 2F: 3 clusters Score -209499.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -209553.828125 Penalty: 3713.360107
	Iteration 3Q: 3 clusters Score -209553.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209605.093750 Penalty: 3713.360107
	Iteration 4Q: 3 clusters Score -209605.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -209636.031250 Penalty: 3713.360107
	Iteration 5Q: 3 clusters Score -209636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -209655.828125 Penalty: 3713.360107
	Iteration 6Q: 3 clusters Score -209655.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209666.859375 Penalty: 3713.360107
	Iteration 7Q: 3 clusters Score -209666.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -209679.015625 Penalty: 3713.360107
	Iteration 8Q: 3 clusters Score -209679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -209689.125000 Penalty: 3713.360107
	Iteration 9Q: 3 clusters Score -209689.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -209698.937500 Penalty: 3713.360107
	Iteration 10Q: 3 clusters Score -209698.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209704.937500 Penalty: 3713.360107
	Iteration 11Q: 3 clusters Score -209704.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -209711.625000 Penalty: 3713.360107
	Iteration 12Q: 3 clusters Score -209711.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -209719.828125 Penalty: 3713.360107
	Iteration 13Q: 3 clusters Score -209719.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -209728.046875 Penalty: 3713.360107
	Iteration 14Q: 3 clusters Score -209728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -209735.500000 Penalty: 3713.360107
	Iteration 15Q: 3 clusters Score -209735.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -209743.500000 Penalty: 3713.360107
	Iteration 16Q: 3 clusters Score -209743.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -209754.343750 Penalty: 3713.360107
	Iteration 17Q: 3 clusters Score -209754.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -209772.203125 Penalty: 3713.360107
	Iteration 18Q: 3 clusters Score -209772.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -209778.953125 Penalty: 3713.360107
	Iteration 19Q: 3 clusters Score -209779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -209784.390625 Penalty: 3713.360107
	Iteration 20F: 3 clusters Score -209784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -209789.796875 Penalty: 3713.360107
	Iteration 21Q: 3 clusters Score -209789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -209796.781250 Penalty: 3713.360107
	Iteration 22Q: 3 clusters Score -209796.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -209801.000000 Penalty: 3713.360107
	Iteration 23Q: 3 clusters Score -209801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -209805.781250 Penalty: 3713.360107
	Iteration 24Q: 3 clusters Score -209805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -209808.421875 Penalty: 3713.360107
	Iteration 25Q: 3 clusters Score -209808.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -209810.703125 Penalty: 3713.360107
	Iteration 26Q: 3 clusters Score -209810.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -209813.125000 Penalty: 3713.360107
	Iteration 27Q: 3 clusters Score -209813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -209813.125000 Penalty: 3713.360107
	Iteration 28F: 3 clusters Score -209813.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -113627.828125 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -113627.8 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 501 members 
Entering Unmasked Estep 
Score: -111674.437500 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -111674.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111953.570312 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -111953.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112037.773438 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -112037.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112071.945312 Penalty: 3421.762451
	Iteration 3Q: 3 clusters Score -112071.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112089.125000 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -112089.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112098.593750 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -112098.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112106.367188 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -112106.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -112111.992188 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -112112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112118.015625 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -112118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -112120.343750 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -112120.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112123.992188 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -112124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112126.640625 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -112126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112131.757812 Penalty: 3421.762451
	Iteration 12Q: 3 clusters Score -112131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112135.382812 Penalty: 3421.762451
	Iteration 13Q: 3 clusters Score -112135.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112141.976562 Penalty: 3421.762451
	Iteration 14Q: 3 clusters Score -112142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112150.453125 Penalty: 3421.762451
	Iteration 15Q: 3 clusters Score -112150.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112160.023438 Penalty: 3421.762451
	Iteration 16Q: 3 clusters Score -112160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112163.976562 Penalty: 3421.762451
	Iteration 17Q: 3 clusters Score -112164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112169.679688 Penalty: 3421.762451
	Iteration 18Q: 3 clusters Score -112169.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112180.296875 Penalty: 3421.762451
	Iteration 19Q: 3 clusters Score -112180.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112185.820312 Penalty: 3421.762451
	Iteration 20F: 3 clusters Score -112185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112186.757812 Penalty: 3421.762451
	Iteration 21Q: 3 clusters Score -112186.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112186.757812 Penalty: 3421.762451
	Iteration 22F: 3 clusters Score -112186.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Entering Unmasked Estep 
Score: -882499.937500 Penalty: 2136.441406
	Iteration 0F: 2 clusters Score -882499.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -877758.125000 Penalty: 4272.882812
	Iteration 0F: 3 clusters Score -877758.1 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -879304.500000 Penalty: 4272.882812
	Iteration 1F: 3 clusters Score -879304.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -879978.000000 Penalty: 4272.882812
	Iteration 2F: 3 clusters Score -879978 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -880581.187500 Penalty: 4272.882812
	Iteration 3F: 3 clusters Score -880581.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -881092.750000 Penalty: 4272.882812
	Iteration 4F: 3 clusters Score -881092.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -881419.875000 Penalty: 4272.882812
	Iteration 5F: 3 clusters Score -881419.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -881628.750000 Penalty: 4272.882812
	Iteration 6Q: 3 clusters Score -881628.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -881789.062500 Penalty: 4272.882812
	Iteration 7Q: 3 clusters Score -881789.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -881941.000000 Penalty: 4272.882812
	Iteration 8Q: 3 clusters Score -881941 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -882083.437500 Penalty: 4272.882812
	Iteration 9Q: 3 clusters Score -882083.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -882138.312500 Penalty: 4272.882812
	Iteration 10Q: 3 clusters Score -882138.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -882161.312500 Penalty: 4272.882812
	Iteration 11Q: 3 clusters Score -882161.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -882171.250000 Penalty: 4272.882812
	Iteration 12Q: 3 clusters Score -882171.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -882177.250000 Penalty: 4272.882812
	Iteration 13Q: 3 clusters Score -882177.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -882184.562500 Penalty: 4272.882812
	Iteration 14Q: 3 clusters Score -882184.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -882191.687500 Penalty: 4272.882812
	Iteration 15Q: 3 clusters Score -882191.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -882198.062500 Penalty: 4272.882812
	Iteration 16Q: 3 clusters Score -882198.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -882201.375000 Penalty: 4272.882812
	Iteration 17Q: 3 clusters Score -882201.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -882206.625000 Penalty: 4272.882812
	Iteration 18Q: 3 clusters Score -882206.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -882210.375000 Penalty: 4272.882812
	Iteration 19Q: 3 clusters Score -882210.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -882211.875000 Penalty: 4272.882812
	Iteration 20F: 3 clusters Score -882211.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -882211.500000 Penalty: 4272.882812
	Iteration 21Q: 3 clusters Score -882211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -882212.875000 Penalty: 4272.882812
	Iteration 22Q: 3 clusters Score -882212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -882214.500000 Penalty: 4272.882812
	Iteration 23Q: 3 clusters Score -882214.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -882213.812500 Penalty: 4272.882812
	Iteration 24Q: 3 clusters Score -882213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -882216.187500 Penalty: 4272.882812
	Iteration 25Q: 3 clusters Score -882216.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -882214.500000 Penalty: 4272.882812
	Iteration 26Q: 3 clusters Score -882214.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -882217.937500 Penalty: 4272.882812
	Iteration 27Q: 3 clusters Score -882217.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -882218.375000 Penalty: 4272.882812
	Iteration 28Q: 3 clusters Score -882218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -882219.312500 Penalty: 4272.882812
	Iteration 29Q: 3 clusters Score -882219.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -882221.000000 Penalty: 4272.882812
	Iteration 30Q: 3 clusters Score -882221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -882220.250000 Penalty: 4272.882812
	Iteration 31Q: 3 clusters Score -882220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -882220.750000 Penalty: 4272.882812
	Iteration 32Q: 3 clusters Score -882220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -882221.062500 Penalty: 4272.882812
	Iteration 33Q: 3 clusters Score -882221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -882222.312500 Penalty: 4272.882812
	Iteration 34Q: 3 clusters Score -882222.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -882222.312500 Penalty: 4272.882812
	Iteration 35F: 3 clusters Score -882222.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (10480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Entering Unmasked Estep 
Score: -1154043.500000 Penalty: 2295.791504
	Iteration 0F: 2 clusters Score -1154044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1146013.625000 Penalty: 4591.583008
	Iteration 0F: 3 clusters Score -1146014 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1148402.250000 Penalty: 4591.583008
	Iteration 1F: 3 clusters Score -1148402 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1148832.750000 Penalty: 4591.583008
	Iteration 2F: 3 clusters Score -1148833 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1149235.250000 Penalty: 4591.583008
	Iteration 3F: 3 clusters Score -1149235 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1149565.250000 Penalty: 4591.583008
	Iteration 4F: 3 clusters Score -1149565 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1149815.250000 Penalty: 4591.583008
	Iteration 5Q: 3 clusters Score -1149815 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1150059.375000 Penalty: 4591.583008
	Iteration 6Q: 3 clusters Score -1150059 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1150285.500000 Penalty: 4591.583008
	Iteration 7Q: 3 clusters Score -1150286 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1150506.250000 Penalty: 4591.583008
	Iteration 8Q: 3 clusters Score -1150506 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1150718.375000 Penalty: 4591.583008
	Iteration 9Q: 3 clusters Score -1150718 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1150934.125000 Penalty: 4591.583008
	Iteration 10Q: 3 clusters Score -1150934 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1151171.875000 Penalty: 4591.583008
	Iteration 11Q: 3 clusters Score -1151172 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1151423.500000 Penalty: 4591.583008
	Iteration 12Q: 3 clusters Score -1151424 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1151609.125000 Penalty: 4591.583008
	Iteration 13Q: 3 clusters Score -1151609 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1151764.250000 Penalty: 4591.583008
	Iteration 14Q: 3 clusters Score -1151764 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1151883.625000 Penalty: 4591.583008
	Iteration 15Q: 3 clusters Score -1151884 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1151955.500000 Penalty: 4591.583008
	Iteration 16Q: 3 clusters Score -1151956 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1151981.500000 Penalty: 4591.583008
	Iteration 17Q: 3 clusters Score -1151982 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1152014.125000 Penalty: 4591.583008
	Iteration 18Q: 3 clusters Score -1152014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1152037.500000 Penalty: 4591.583008
	Iteration 19Q: 3 clusters Score -1152038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1152053.375000 Penalty: 4591.583008
	Iteration 20F: 3 clusters Score -1152053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1152070.375000 Penalty: 4591.583008
	Iteration 21Q: 3 clusters Score -1152070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1152083.500000 Penalty: 4591.583008
	Iteration 22Q: 3 clusters Score -1152084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1152094.125000 Penalty: 4591.583008
	Iteration 23Q: 3 clusters Score -1152094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1152099.750000 Penalty: 4591.583008
	Iteration 24Q: 3 clusters Score -1152100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1152103.875000 Penalty: 4591.583008
	Iteration 25Q: 3 clusters Score -1152104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1152109.250000 Penalty: 4591.583008
	Iteration 26Q: 3 clusters Score -1152109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1152117.000000 Penalty: 4591.583008
	Iteration 27Q: 3 clusters Score -1152117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1152125.250000 Penalty: 4591.583008
	Iteration 28Q: 3 clusters Score -1152125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1152127.750000 Penalty: 4591.583008
	Iteration 29Q: 3 clusters Score -1152128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1152132.375000 Penalty: 4591.583008
	Iteration 30Q: 3 clusters Score -1152132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1152138.750000 Penalty: 4591.583008
	Iteration 31Q: 3 clusters Score -1152139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1152141.625000 Penalty: 4591.583008
	Iteration 32Q: 3 clusters Score -1152142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1152145.375000 Penalty: 4591.583008
	Iteration 33Q: 3 clusters Score -1152145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1152145.750000 Penalty: 4591.583008
	Iteration 34Q: 3 clusters Score -1152146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1152151.000000 Penalty: 4591.583008
	Iteration 35Q: 3 clusters Score -1152151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1152154.000000 Penalty: 4591.583008
	Iteration 36Q: 3 clusters Score -1152154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1152158.625000 Penalty: 4591.583008
	Iteration 37Q: 3 clusters Score -1152159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1152160.375000 Penalty: 4591.583008
	Iteration 38Q: 3 clusters Score -1152160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1152167.625000 Penalty: 4591.583008
	Iteration 39Q: 3 clusters Score -1152168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1152170.625000 Penalty: 4591.583008
	Iteration 40F: 3 clusters Score -1152171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1152173.750000 Penalty: 4591.583008
	Iteration 41Q: 3 clusters Score -1152174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1152174.875000 Penalty: 4591.583008
	Iteration 42Q: 3 clusters Score -1152175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1152175.375000 Penalty: 4591.583008
	Iteration 43Q: 3 clusters Score -1152175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1152171.125000 Penalty: 4591.583008
	Iteration 44Q: 3 clusters Score -1152171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1152177.750000 Penalty: 4591.583008
	Iteration 45Q: 3 clusters Score -1152178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1152177.750000 Penalty: 4591.583008
	Iteration 46Q: 3 clusters Score -1152178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1152181.500000 Penalty: 4591.583008
	Iteration 47Q: 3 clusters Score -1152182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1152183.875000 Penalty: 4591.583008
	Iteration 48Q: 3 clusters Score -1152184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1152190.625000 Penalty: 4591.583008
	Iteration 49Q: 3 clusters Score -1152191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1152191.750000 Penalty: 4591.583008
	Iteration 50Q: 3 clusters Score -1152192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1152193.625000 Penalty: 4591.583008
	Iteration 51Q: 3 clusters Score -1152194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1152195.625000 Penalty: 4591.583008
	Iteration 52Q: 3 clusters Score -1152196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1152198.000000 Penalty: 4591.583008
	Iteration 53Q: 3 clusters Score -1152198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1152199.750000 Penalty: 4591.583008
	Iteration 54Q: 3 clusters Score -1152200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1152201.875000 Penalty: 4591.583008
	Iteration 55Q: 3 clusters Score -1152202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1152203.250000 Penalty: 4591.583008
	Iteration 56Q: 3 clusters Score -1152203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1152202.750000 Penalty: 4591.583008
	Iteration 57Q: 3 clusters Score -1152203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1152202.875000 Penalty: 4591.583008
	Iteration 58Q: 3 clusters Score -1152203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1152203.375000 Penalty: 4591.583008
	Iteration 59Q: 3 clusters Score -1152203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1152205.125000 Penalty: 4591.583008
	Iteration 60F: 3 clusters Score -1152205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1152206.000000 Penalty: 4591.583008
	Iteration 61Q: 3 clusters Score -1152206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1152206.000000 Penalty: 4591.583008
	Iteration 62F: 3 clusters Score -1152206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -32599.896484 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -32599.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31326.357422 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -31326.36 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31596.828125 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -31596.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31728.726562 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -31728.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31861.914062 Penalty: 3079.460693
	Iteration 3F: 3 clusters Score -31861.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32036.652344 Penalty: 3079.460693
	Iteration 4F: 3 clusters Score -32036.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32122.128906 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -32122.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32167.451172 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -32167.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32208.777344 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -32208.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32224.591797 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -32224.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32226.775391 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -32226.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32226.775391 Penalty: 3079.460693
	Iteration 10F: 3 clusters Score -32226.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (2716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Entering Unmasked Estep 
Score: -275755.500000 Penalty: 1960.915039
	Iteration 0F: 2 clusters Score -275755.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -272661.625000 Penalty: 3921.830078
	Iteration 0F: 3 clusters Score -272661.6 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -273387.281250 Penalty: 3921.830078
	Iteration 1F: 3 clusters Score -273387.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -273659.312500 Penalty: 3921.830078
	Iteration 2F: 3 clusters Score -273659.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -273880.562500 Penalty: 3921.830078
	Iteration 3F: 3 clusters Score -273880.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -274066.343750 Penalty: 3921.830078
	Iteration 4F: 3 clusters Score -274066.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -274195.937500 Penalty: 3921.830078
	Iteration 5Q: 3 clusters Score -274195.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -274296.312500 Penalty: 3921.830078
	Iteration 6Q: 3 clusters Score -274296.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -274378.000000 Penalty: 3921.830078
	Iteration 7Q: 3 clusters Score -274378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -274464.406250 Penalty: 3921.830078
	Iteration 8Q: 3 clusters Score -274464.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -274541.562500 Penalty: 3921.830078
	Iteration 9Q: 3 clusters Score -274541.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -274598.781250 Penalty: 3921.830078
	Iteration 10Q: 3 clusters Score -274598.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -274650.437500 Penalty: 3921.830078
	Iteration 11Q: 3 clusters Score -274650.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -274699.218750 Penalty: 3921.830078
	Iteration 12Q: 3 clusters Score -274699.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -274742.093750 Penalty: 3921.830078
	Iteration 13Q: 3 clusters Score -274742.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -274780.375000 Penalty: 3921.830078
	Iteration 14Q: 3 clusters Score -274780.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -274799.125000 Penalty: 3921.830078
	Iteration 15Q: 3 clusters Score -274799.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -274816.843750 Penalty: 3921.830078
	Iteration 16Q: 3 clusters Score -274816.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -274830.593750 Penalty: 3921.830078
	Iteration 17Q: 3 clusters Score -274830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -274838.125000 Penalty: 3921.830078
	Iteration 18Q: 3 clusters Score -274838.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -274843.312500 Penalty: 3921.830078
	Iteration 19Q: 3 clusters Score -274843.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -274845.406250 Penalty: 3921.830078
	Iteration 20F: 3 clusters Score -274845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -274847.593750 Penalty: 3921.830078
	Iteration 21Q: 3 clusters Score -274847.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -274850.406250 Penalty: 3921.830078
	Iteration 22Q: 3 clusters Score -274850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -274852.187500 Penalty: 3921.830078
	Iteration 23Q: 3 clusters Score -274852.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -274852.687500 Penalty: 3921.830078
	Iteration 24Q: 3 clusters Score -274852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -274852.875000 Penalty: 3921.830078
	Iteration 25Q: 3 clusters Score -274852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -274853.625000 Penalty: 3921.830078
	Iteration 26Q: 3 clusters Score -274853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -274854.843750 Penalty: 3921.830078
	Iteration 27Q: 3 clusters Score -274854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -274856.593750 Penalty: 3921.830078
	Iteration 28Q: 3 clusters Score -274856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -274859.000000 Penalty: 3921.830078
	Iteration 29Q: 3 clusters Score -274859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -274862.281250 Penalty: 3921.830078
	Iteration 30Q: 3 clusters Score -274862.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -274864.593750 Penalty: 3921.830078
	Iteration 31Q: 3 clusters Score -274864.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -274867.781250 Penalty: 3921.830078
	Iteration 32Q: 3 clusters Score -274867.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -274872.250000 Penalty: 3921.830078
	Iteration 33Q: 3 clusters Score -274872.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -274876.906250 Penalty: 3921.830078
	Iteration 34Q: 3 clusters Score -274876.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -274885.093750 Penalty: 3921.830078
	Iteration 35Q: 3 clusters Score -274885.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -274896.750000 Penalty: 3921.830078
	Iteration 36Q: 3 clusters Score -274896.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -274905.843750 Penalty: 3921.830078
	Iteration 37Q: 3 clusters Score -274905.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -274913.750000 Penalty: 3921.830078
	Iteration 38Q: 3 clusters Score -274913.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -274923.718750 Penalty: 3921.830078
	Iteration 39Q: 3 clusters Score -274923.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -274933.843750 Penalty: 3921.830078
	Iteration 40F: 3 clusters Score -274933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -274938.437500 Penalty: 3921.830078
	Iteration 41Q: 3 clusters Score -274938.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -274942.187500 Penalty: 3921.830078
	Iteration 42Q: 3 clusters Score -274942.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -274945.562500 Penalty: 3921.830078
	Iteration 43Q: 3 clusters Score -274945.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -274958.093750 Penalty: 3921.830078
	Iteration 44Q: 3 clusters Score -274958.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -274972.781250 Penalty: 3921.830078
	Iteration 45Q: 3 clusters Score -274972.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -274982.718750 Penalty: 3921.830078
	Iteration 46Q: 3 clusters Score -274982.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -274994.718750 Penalty: 3921.830078
	Iteration 47Q: 3 clusters Score -274994.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -275005.812500 Penalty: 3921.830078
	Iteration 48Q: 3 clusters Score -275005.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -275015.312500 Penalty: 3921.830078
	Iteration 49Q: 3 clusters Score -275015.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -275022.250000 Penalty: 3921.830078
	Iteration 50Q: 3 clusters Score -275022.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -275033.468750 Penalty: 3921.830078
	Iteration 51Q: 3 clusters Score -275033.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -275045.031250 Penalty: 3921.830078
	Iteration 52Q: 3 clusters Score -275045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -275058.093750 Penalty: 3921.830078
	Iteration 53Q: 3 clusters Score -275058.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -275075.343750 Penalty: 3921.830078
	Iteration 54Q: 3 clusters Score -275075.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -275084.656250 Penalty: 3921.830078
	Iteration 55Q: 3 clusters Score -275084.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -275090.531250 Penalty: 3921.830078
	Iteration 56Q: 3 clusters Score -275090.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -275095.843750 Penalty: 3921.830078
	Iteration 57Q: 3 clusters Score -275095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -275099.625000 Penalty: 3921.830078
	Iteration 58Q: 3 clusters Score -275099.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -275104.156250 Penalty: 3921.830078
	Iteration 59Q: 3 clusters Score -275104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -275110.218750 Penalty: 3921.830078
	Iteration 60F: 3 clusters Score -275110.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -275113.843750 Penalty: 3921.830078
	Iteration 61Q: 3 clusters Score -275113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -275114.906250 Penalty: 3921.830078
	Iteration 62Q: 3 clusters Score -275114.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -275114.906250 Penalty: 3921.830078
	Iteration 63F: 3 clusters Score -275114.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -197961.156250 Penalty: 1844.134888
	Iteration 0F: 2 clusters Score -197961.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -195552.828125 Penalty: 3688.269775
	Iteration 0F: 3 clusters Score -195552.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -195996.687500 Penalty: 3688.269775
	Iteration 1F: 3 clusters Score -195996.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -196128.500000 Penalty: 3688.269775
	Iteration 2F: 3 clusters Score -196128.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -196212.578125 Penalty: 3688.269775
	Iteration 3Q: 3 clusters Score -196212.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -196254.218750 Penalty: 3688.269775
	Iteration 4Q: 3 clusters Score -196254.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -196288.328125 Penalty: 3688.269775
	Iteration 5Q: 3 clusters Score -196288.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -196313.171875 Penalty: 3688.269775
	Iteration 6Q: 3 clusters Score -196313.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -196328.281250 Penalty: 3688.269775
	Iteration 7Q: 3 clusters Score -196328.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -196341.109375 Penalty: 3688.269775
	Iteration 8Q: 3 clusters Score -196341.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -196354.265625 Penalty: 3688.269775
	Iteration 9Q: 3 clusters Score -196354.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -196367.000000 Penalty: 3688.269775
	Iteration 10Q: 3 clusters Score -196367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -196376.703125 Penalty: 3688.269775
	Iteration 11Q: 3 clusters Score -196376.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -196392.625000 Penalty: 3688.269775
	Iteration 12Q: 3 clusters Score -196392.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -196401.625000 Penalty: 3688.269775
	Iteration 13Q: 3 clusters Score -196401.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -196410.140625 Penalty: 3688.269775
	Iteration 14Q: 3 clusters Score -196410.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -196416.265625 Penalty: 3688.269775
	Iteration 15Q: 3 clusters Score -196416.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -196417.921875 Penalty: 3688.269775
	Iteration 16Q: 3 clusters Score -196417.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -196422.625000 Penalty: 3688.269775
	Iteration 17Q: 3 clusters Score -196422.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -196426.812500 Penalty: 3688.269775
	Iteration 18Q: 3 clusters Score -196426.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -196428.390625 Penalty: 3688.269775
	Iteration 19Q: 3 clusters Score -196428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -196431.140625 Penalty: 3688.269775
	Iteration 20F: 3 clusters Score -196431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -196434.734375 Penalty: 3688.269775
	Iteration 21Q: 3 clusters Score -196434.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -196436.687500 Penalty: 3688.269775
	Iteration 22Q: 3 clusters Score -196436.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -196443.531250 Penalty: 3688.269775
	Iteration 23Q: 3 clusters Score -196443.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -196447.843750 Penalty: 3688.269775
	Iteration 24Q: 3 clusters Score -196447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -196450.375000 Penalty: 3688.269775
	Iteration 25Q: 3 clusters Score -196450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -196451.468750 Penalty: 3688.269775
	Iteration 26Q: 3 clusters Score -196451.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -196451.468750 Penalty: 3688.269775
	Iteration 27F: 3 clusters Score -196451.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -90806.531250 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -90806.53 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 308 members 
Entering Unmasked Estep 
Score: -89223.984375 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -89223.98 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89536.218750 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -89536.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -89639.359375 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -89639.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -89706.359375 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -89706.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -89775.257812 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -89775.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -89875.726562 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -89875.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -89949.398438 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -89949.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -89994.734375 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -89994.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -90010.132812 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -90010.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90018.937500 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -90018.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90026.789062 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -90026.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90034.914062 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -90034.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90037.289062 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -90037.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90037.289062 Penalty: 3169.559326
	Iteration 13F: 3 clusters Score -90037.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Entering Unmasked Estep 
Score: -274831.656250 Penalty: 1923.748657
	Iteration 0F: 2 clusters Score -274831.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -271986.375000 Penalty: 3847.497314
	Iteration 0F: 3 clusters Score -271986.4 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -272542.687500 Penalty: 3847.497314
	Iteration 1F: 3 clusters Score -272542.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -272676.218750 Penalty: 3847.497314
	Iteration 2F: 3 clusters Score -272676.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -272756.250000 Penalty: 3847.497314
	Iteration 3Q: 3 clusters Score -272756.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -272799.750000 Penalty: 3847.497314
	Iteration 4Q: 3 clusters Score -272799.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -272858.187500 Penalty: 3847.497314
	Iteration 5Q: 3 clusters Score -272858.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -272901.875000 Penalty: 3847.497314
	Iteration 6Q: 3 clusters Score -272901.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -272931.312500 Penalty: 3847.497314
	Iteration 7Q: 3 clusters Score -272931.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -272951.218750 Penalty: 3847.497314
	Iteration 8Q: 3 clusters Score -272951.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -272988.343750 Penalty: 3847.497314
	Iteration 9Q: 3 clusters Score -272988.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -273022.812500 Penalty: 3847.497314
	Iteration 10Q: 3 clusters Score -273022.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -273055.437500 Penalty: 3847.497314
	Iteration 11Q: 3 clusters Score -273055.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -273085.937500 Penalty: 3847.497314
	Iteration 12Q: 3 clusters Score -273085.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -273114.312500 Penalty: 3847.497314
	Iteration 13Q: 3 clusters Score -273114.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -273147.000000 Penalty: 3847.497314
	Iteration 14Q: 3 clusters Score -273147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -273179.656250 Penalty: 3847.497314
	Iteration 15Q: 3 clusters Score -273179.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -273209.218750 Penalty: 3847.497314
	Iteration 16Q: 3 clusters Score -273209.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -273246.531250 Penalty: 3847.497314
	Iteration 17Q: 3 clusters Score -273246.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -273267.843750 Penalty: 3847.497314
	Iteration 18Q: 3 clusters Score -273267.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -273285.656250 Penalty: 3847.497314
	Iteration 19Q: 3 clusters Score -273285.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -273295.562500 Penalty: 3847.497314
	Iteration 20F: 3 clusters Score -273295.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -273304.718750 Penalty: 3847.497314
	Iteration 21Q: 3 clusters Score -273304.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -273310.125000 Penalty: 3847.497314
	Iteration 22Q: 3 clusters Score -273310.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -273313.031250 Penalty: 3847.497314
	Iteration 23Q: 3 clusters Score -273313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -273317.656250 Penalty: 3847.497314
	Iteration 24Q: 3 clusters Score -273317.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -273324.687500 Penalty: 3847.497314
	Iteration 25Q: 3 clusters Score -273324.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -273327.281250 Penalty: 3847.497314
	Iteration 26Q: 3 clusters Score -273327.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -273329.281250 Penalty: 3847.497314
	Iteration 27Q: 3 clusters Score -273329.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -273330.656250 Penalty: 3847.497314
	Iteration 28Q: 3 clusters Score -273330.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -273333.031250 Penalty: 3847.497314
	Iteration 29Q: 3 clusters Score -273333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -273335.656250 Penalty: 3847.497314
	Iteration 30Q: 3 clusters Score -273335.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -273341.000000 Penalty: 3847.497314
	Iteration 31Q: 3 clusters Score -273341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -273347.375000 Penalty: 3847.497314
	Iteration 32Q: 3 clusters Score -273347.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -273357.281250 Penalty: 3847.497314
	Iteration 33Q: 3 clusters Score -273357.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -273368.000000 Penalty: 3847.497314
	Iteration 34Q: 3 clusters Score -273368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -273378.343750 Penalty: 3847.497314
	Iteration 35Q: 3 clusters Score -273378.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -273390.906250 Penalty: 3847.497314
	Iteration 36Q: 3 clusters Score -273390.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -273403.031250 Penalty: 3847.497314
	Iteration 37Q: 3 clusters Score -273403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -273416.000000 Penalty: 3847.497314
	Iteration 38Q: 3 clusters Score -273416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -273425.875000 Penalty: 3847.497314
	Iteration 39Q: 3 clusters Score -273425.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -273437.781250 Penalty: 3847.497314
	Iteration 40F: 3 clusters Score -273437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -273444.843750 Penalty: 3847.497314
	Iteration 41Q: 3 clusters Score -273444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -273450.000000 Penalty: 3847.497314
	Iteration 42Q: 3 clusters Score -273450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -273453.000000 Penalty: 3847.497314
	Iteration 43Q: 3 clusters Score -273453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -273453.906250 Penalty: 3847.497314
	Iteration 44Q: 3 clusters Score -273453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -273454.156250 Penalty: 3847.497314
	Iteration 45Q: 3 clusters Score -273454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -273455.031250 Penalty: 3847.497314
	Iteration 46Q: 3 clusters Score -273455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -273455.031250 Penalty: 3847.497314
	Iteration 47F: 3 clusters Score -273455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Entering Unmasked Estep 
Score: -270282.156250 Penalty: 1923.854736
	Iteration 0F: 2 clusters Score -270282.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -267434.031250 Penalty: 3847.709473
	Iteration 0F: 3 clusters Score -267434 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -267987.750000 Penalty: 3847.709473
	Iteration 1F: 3 clusters Score -267987.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -268159.031250 Penalty: 3847.709473
	Iteration 2F: 3 clusters Score -268159 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -268243.031250 Penalty: 3847.709473
	Iteration 3Q: 3 clusters Score -268243 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -268313.562500 Penalty: 3847.709473
	Iteration 4Q: 3 clusters Score -268313.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -268379.343750 Penalty: 3847.709473
	Iteration 5Q: 3 clusters Score -268379.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -268458.750000 Penalty: 3847.709473
	Iteration 6Q: 3 clusters Score -268458.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -268575.906250 Penalty: 3847.709473
	Iteration 7Q: 3 clusters Score -268575.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -268729.531250 Penalty: 3847.709473
	Iteration 8Q: 3 clusters Score -268729.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -268846.156250 Penalty: 3847.709473
	Iteration 9Q: 3 clusters Score -268846.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -268933.500000 Penalty: 3847.709473
	Iteration 10Q: 3 clusters Score -268933.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -269005.718750 Penalty: 3847.709473
	Iteration 11Q: 3 clusters Score -269005.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -269084.812500 Penalty: 3847.709473
	Iteration 12Q: 3 clusters Score -269084.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -269205.968750 Penalty: 3847.709473
	Iteration 13Q: 3 clusters Score -269206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -269311.781250 Penalty: 3847.709473
	Iteration 14Q: 3 clusters Score -269311.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -269403.531250 Penalty: 3847.709473
	Iteration 15Q: 3 clusters Score -269403.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -269466.468750 Penalty: 3847.709473
	Iteration 16Q: 3 clusters Score -269466.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -269502.968750 Penalty: 3847.709473
	Iteration 17Q: 3 clusters Score -269503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -269529.875000 Penalty: 3847.709473
	Iteration 18Q: 3 clusters Score -269529.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -269546.937500 Penalty: 3847.709473
	Iteration 19Q: 3 clusters Score -269546.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -269570.031250 Penalty: 3847.709473
	Iteration 20F: 3 clusters Score -269570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -269608.156250 Penalty: 3847.709473
	Iteration 21Q: 3 clusters Score -269608.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -269650.906250 Penalty: 3847.709473
	Iteration 22Q: 3 clusters Score -269650.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -269689.562500 Penalty: 3847.709473
	Iteration 23Q: 3 clusters Score -269689.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -269721.031250 Penalty: 3847.709473
	Iteration 24Q: 3 clusters Score -269721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -269744.656250 Penalty: 3847.709473
	Iteration 25Q: 3 clusters Score -269744.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -269759.343750 Penalty: 3847.709473
	Iteration 26Q: 3 clusters Score -269759.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -269766.937500 Penalty: 3847.709473
	Iteration 27Q: 3 clusters Score -269766.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -269771.062500 Penalty: 3847.709473
	Iteration 28Q: 3 clusters Score -269771.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -269773.625000 Penalty: 3847.709473
	Iteration 29Q: 3 clusters Score -269773.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -269776.656250 Penalty: 3847.709473
	Iteration 30Q: 3 clusters Score -269776.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -269778.156250 Penalty: 3847.709473
	Iteration 31Q: 3 clusters Score -269778.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -269779.500000 Penalty: 3847.709473
	Iteration 32Q: 3 clusters Score -269779.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -269779.500000 Penalty: 3847.709473
	Iteration 33F: 3 clusters Score -269779.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -339819.718750 Penalty: 2012.278198
	Iteration 0F: 2 clusters Score -339819.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -336400.531250 Penalty: 4024.556396
	Iteration 0F: 3 clusters Score -336400.5 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -337363.375000 Penalty: 4024.556396
	Iteration 1F: 3 clusters Score -337363.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -337721.281250 Penalty: 4024.556396
	Iteration 2F: 3 clusters Score -337721.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -337999.031250 Penalty: 4024.556396
	Iteration 3F: 3 clusters Score -337999 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -338228.468750 Penalty: 4024.556396
	Iteration 4F: 3 clusters Score -338228.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -338388.218750 Penalty: 4024.556396
	Iteration 5Q: 3 clusters Score -338388.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -338507.625000 Penalty: 4024.556396
	Iteration 6Q: 3 clusters Score -338507.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -338609.812500 Penalty: 4024.556396
	Iteration 7Q: 3 clusters Score -338609.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -338699.375000 Penalty: 4024.556396
	Iteration 8Q: 3 clusters Score -338699.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -338786.093750 Penalty: 4024.556396
	Iteration 9Q: 3 clusters Score -338786.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -338848.250000 Penalty: 4024.556396
	Iteration 10Q: 3 clusters Score -338848.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -338885.906250 Penalty: 4024.556396
	Iteration 11Q: 3 clusters Score -338885.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -338925.781250 Penalty: 4024.556396
	Iteration 12Q: 3 clusters Score -338925.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -338968.343750 Penalty: 4024.556396
	Iteration 13Q: 3 clusters Score -338968.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -339007.843750 Penalty: 4024.556396
	Iteration 14Q: 3 clusters Score -339007.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -339064.750000 Penalty: 4024.556396
	Iteration 15Q: 3 clusters Score -339064.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -339117.187500 Penalty: 4024.556396
	Iteration 16Q: 3 clusters Score -339117.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -339152.718750 Penalty: 4024.556396
	Iteration 17Q: 3 clusters Score -339152.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -339180.312500 Penalty: 4024.556396
	Iteration 18Q: 3 clusters Score -339180.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -339205.562500 Penalty: 4024.556396
	Iteration 19Q: 3 clusters Score -339205.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -339230.593750 Penalty: 4024.556396
	Iteration 20F: 3 clusters Score -339230.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -339250.375000 Penalty: 4024.556396
	Iteration 21Q: 3 clusters Score -339250.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -339260.093750 Penalty: 4024.556396
	Iteration 22Q: 3 clusters Score -339260.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -339269.250000 Penalty: 4024.556396
	Iteration 23Q: 3 clusters Score -339269.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -339276.656250 Penalty: 4024.556396
	Iteration 24Q: 3 clusters Score -339276.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -339280.468750 Penalty: 4024.556396
	Iteration 25Q: 3 clusters Score -339280.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -339287.875000 Penalty: 4024.556396
	Iteration 26Q: 3 clusters Score -339287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -339291.562500 Penalty: 4024.556396
	Iteration 27Q: 3 clusters Score -339291.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -339295.437500 Penalty: 4024.556396
	Iteration 28Q: 3 clusters Score -339295.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -339299.531250 Penalty: 4024.556396
	Iteration 29Q: 3 clusters Score -339299.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -339305.125000 Penalty: 4024.556396
	Iteration 30Q: 3 clusters Score -339305.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -339309.093750 Penalty: 4024.556396
	Iteration 31Q: 3 clusters Score -339309.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -339316.531250 Penalty: 4024.556396
	Iteration 32Q: 3 clusters Score -339316.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -339319.093750 Penalty: 4024.556396
	Iteration 33Q: 3 clusters Score -339319.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -339320.656250 Penalty: 4024.556396
	Iteration 34Q: 3 clusters Score -339320.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -339320.937500 Penalty: 4024.556396
	Iteration 35Q: 3 clusters Score -339320.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -339320.937500 Penalty: 4024.556396
	Iteration 36F: 3 clusters Score -339320.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -156255.734375 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -156255.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -154040.703125 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -154040.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -154392.687500 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -154392.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -154520.703125 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -154520.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -154590.109375 Penalty: 3571.410645
	Iteration 3Q: 3 clusters Score -154590.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -154627.484375 Penalty: 3571.410645
	Iteration 4Q: 3 clusters Score -154627.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -154665.015625 Penalty: 3571.410645
	Iteration 5Q: 3 clusters Score -154665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -154702.843750 Penalty: 3571.410645
	Iteration 6Q: 3 clusters Score -154702.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -154742.515625 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -154742.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -154777.640625 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -154777.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -154804.609375 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -154804.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -154820.328125 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -154820.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -154837.468750 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -154837.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -154865.375000 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -154865.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -154890.921875 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -154890.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -154912.250000 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -154912.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -154950.656250 Penalty: 3571.410645
	Iteration 15Q: 3 clusters Score -154950.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -155004.109375 Penalty: 3571.410645
	Iteration 16Q: 3 clusters Score -155004.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -155070.593750 Penalty: 3571.410645
	Iteration 17Q: 3 clusters Score -155070.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -155120.796875 Penalty: 3571.410645
	Iteration 18Q: 3 clusters Score -155120.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -155152.562500 Penalty: 3571.410645
	Iteration 19Q: 3 clusters Score -155152.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -155173.109375 Penalty: 3571.410645
	Iteration 20F: 3 clusters Score -155173.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -155196.906250 Penalty: 3571.410645
	Iteration 21Q: 3 clusters Score -155196.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -155206.296875 Penalty: 3571.410645
	Iteration 22Q: 3 clusters Score -155206.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -155213.250000 Penalty: 3571.410645
	Iteration 23Q: 3 clusters Score -155213.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155220.984375 Penalty: 3571.410645
	Iteration 24Q: 3 clusters Score -155221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -155224.578125 Penalty: 3571.410645
	Iteration 25Q: 3 clusters Score -155224.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155226.421875 Penalty: 3571.410645
	Iteration 26Q: 3 clusters Score -155226.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155226.421875 Penalty: 3571.410645
	Iteration 27F: 3 clusters Score -155226.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (7169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Entering Unmasked Estep 
Score: -884903.687500 Penalty: 2201.625244
	Iteration 0F: 2 clusters Score -884903.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -878984.312500 Penalty: 4403.250488
	Iteration 0F: 3 clusters Score -878984.3 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -880538.312500 Penalty: 4403.250488
	Iteration 1F: 3 clusters Score -880538.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -880791.937500 Penalty: 4403.250488
	Iteration 2F: 3 clusters Score -880791.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -880970.937500 Penalty: 4403.250488
	Iteration 3F: 3 clusters Score -880970.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -881118.562500 Penalty: 4403.250488
	Iteration 4Q: 3 clusters Score -881118.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -881253.687500 Penalty: 4403.250488
	Iteration 5Q: 3 clusters Score -881253.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -881371.562500 Penalty: 4403.250488
	Iteration 6Q: 3 clusters Score -881371.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -881481.625000 Penalty: 4403.250488
	Iteration 7Q: 3 clusters Score -881481.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -881583.937500 Penalty: 4403.250488
	Iteration 8Q: 3 clusters Score -881583.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -881672.625000 Penalty: 4403.250488
	Iteration 9Q: 3 clusters Score -881672.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -881770.687500 Penalty: 4403.250488
	Iteration 10Q: 3 clusters Score -881770.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -881868.250000 Penalty: 4403.250488
	Iteration 11Q: 3 clusters Score -881868.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -881970.562500 Penalty: 4403.250488
	Iteration 12Q: 3 clusters Score -881970.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -882077.000000 Penalty: 4403.250488
	Iteration 13Q: 3 clusters Score -882077 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -882182.687500 Penalty: 4403.250488
	Iteration 14Q: 3 clusters Score -882182.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -882285.937500 Penalty: 4403.250488
	Iteration 15Q: 3 clusters Score -882285.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -882381.812500 Penalty: 4403.250488
	Iteration 16Q: 3 clusters Score -882381.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -882472.500000 Penalty: 4403.250488
	Iteration 17Q: 3 clusters Score -882472.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -882559.750000 Penalty: 4403.250488
	Iteration 18Q: 3 clusters Score -882559.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -882630.750000 Penalty: 4403.250488
	Iteration 19Q: 3 clusters Score -882630.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -882702.875000 Penalty: 4403.250488
	Iteration 20F: 3 clusters Score -882702.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -882749.187500 Penalty: 4403.250488
	Iteration 21Q: 3 clusters Score -882749.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -882788.437500 Penalty: 4403.250488
	Iteration 22Q: 3 clusters Score -882788.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -882816.812500 Penalty: 4403.250488
	Iteration 23Q: 3 clusters Score -882816.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -882840.937500 Penalty: 4403.250488
	Iteration 24Q: 3 clusters Score -882840.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -882867.000000 Penalty: 4403.250488
	Iteration 25Q: 3 clusters Score -882867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -882882.812500 Penalty: 4403.250488
	Iteration 26Q: 3 clusters Score -882882.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -882897.000000 Penalty: 4403.250488
	Iteration 27Q: 3 clusters Score -882897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -882905.812500 Penalty: 4403.250488
	Iteration 28Q: 3 clusters Score -882905.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -882914.375000 Penalty: 4403.250488
	Iteration 29Q: 3 clusters Score -882914.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -882927.500000 Penalty: 4403.250488
	Iteration 30Q: 3 clusters Score -882927.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -882933.562500 Penalty: 4403.250488
	Iteration 31Q: 3 clusters Score -882933.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -882938.562500 Penalty: 4403.250488
	Iteration 32Q: 3 clusters Score -882938.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -882943.687500 Penalty: 4403.250488
	Iteration 33Q: 3 clusters Score -882943.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -882945.937500 Penalty: 4403.250488
	Iteration 34Q: 3 clusters Score -882945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -882948.750000 Penalty: 4403.250488
	Iteration 35Q: 3 clusters Score -882948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -882951.750000 Penalty: 4403.250488
	Iteration 36Q: 3 clusters Score -882951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -882953.187500 Penalty: 4403.250488
	Iteration 37Q: 3 clusters Score -882953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -882956.062500 Penalty: 4403.250488
	Iteration 38Q: 3 clusters Score -882956.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -882961.250000 Penalty: 4403.250488
	Iteration 39Q: 3 clusters Score -882961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -882963.437500 Penalty: 4403.250488
	Iteration 40F: 3 clusters Score -882963.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -882968.000000 Penalty: 4403.250488
	Iteration 41Q: 3 clusters Score -882968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -882971.250000 Penalty: 4403.250488
	Iteration 42Q: 3 clusters Score -882971.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -882978.875000 Penalty: 4403.250488
	Iteration 43Q: 3 clusters Score -882978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -882982.562500 Penalty: 4403.250488
	Iteration 44Q: 3 clusters Score -882982.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -882986.000000 Penalty: 4403.250488
	Iteration 45Q: 3 clusters Score -882986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -882986.000000 Penalty: 4403.250488
	Iteration 46F: 3 clusters Score -882986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -60563.871094 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -60563.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59152.093750 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -59152.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59303.886719 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -59303.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59390.710938 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -59390.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59420.191406 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -59420.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59444.816406 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -59444.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -59446.871094 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -59446.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59460.515625 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -59460.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59463.257812 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -59463.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -59468.351562 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -59468.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59471.335938 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -59471.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59471.335938 Penalty: 2964.270020
	Iteration 10F: 3 clusters Score -59471.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Entering Unmasked Estep 
Score: -866783.000000 Penalty: 2136.710938
	Iteration 0F: 2 clusters Score -866783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -862043.937500 Penalty: 4273.421875
	Iteration 0F: 3 clusters Score -862043.9 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -863896.312500 Penalty: 4273.421875
	Iteration 1F: 3 clusters Score -863896.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -864551.562500 Penalty: 4273.421875
	Iteration 2F: 3 clusters Score -864551.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -865046.812500 Penalty: 4273.421875
	Iteration 3F: 3 clusters Score -865046.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -865380.437500 Penalty: 4273.421875
	Iteration 4F: 3 clusters Score -865380.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -865603.437500 Penalty: 4273.421875
	Iteration 5Q: 3 clusters Score -865603.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -865793.062500 Penalty: 4273.421875
	Iteration 6Q: 3 clusters Score -865793.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -865980.250000 Penalty: 4273.421875
	Iteration 7Q: 3 clusters Score -865980.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -866150.750000 Penalty: 4273.421875
	Iteration 8Q: 3 clusters Score -866150.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -866298.000000 Penalty: 4273.421875
	Iteration 9Q: 3 clusters Score -866298 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -866392.750000 Penalty: 4273.421875
	Iteration 10Q: 3 clusters Score -866392.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -866481.500000 Penalty: 4273.421875
	Iteration 11Q: 3 clusters Score -866481.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -866545.375000 Penalty: 4273.421875
	Iteration 12Q: 3 clusters Score -866545.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -866602.250000 Penalty: 4273.421875
	Iteration 13Q: 3 clusters Score -866602.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -866645.375000 Penalty: 4273.421875
	Iteration 14Q: 3 clusters Score -866645.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -866678.875000 Penalty: 4273.421875
	Iteration 15Q: 3 clusters Score -866678.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -866707.375000 Penalty: 4273.421875
	Iteration 16Q: 3 clusters Score -866707.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -866724.375000 Penalty: 4273.421875
	Iteration 17Q: 3 clusters Score -866724.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -866735.437500 Penalty: 4273.421875
	Iteration 18Q: 3 clusters Score -866735.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -866743.562500 Penalty: 4273.421875
	Iteration 19Q: 3 clusters Score -866743.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -866744.875000 Penalty: 4273.421875
	Iteration 20F: 3 clusters Score -866744.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -866748.750000 Penalty: 4273.421875
	Iteration 21Q: 3 clusters Score -866748.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -866753.375000 Penalty: 4273.421875
	Iteration 22Q: 3 clusters Score -866753.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -866756.875000 Penalty: 4273.421875
	Iteration 23Q: 3 clusters Score -866756.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -866757.500000 Penalty: 4273.421875
	Iteration 24Q: 3 clusters Score -866757.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -866760.187500 Penalty: 4273.421875
	Iteration 25Q: 3 clusters Score -866760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -866759.812500 Penalty: 4273.421875
	Iteration 26Q: 3 clusters Score -866759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -866762.125000 Penalty: 4273.421875
	Iteration 27Q: 3 clusters Score -866762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -866759.375000 Penalty: 4273.421875
	Iteration 28Q: 3 clusters Score -866759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -866759.375000 Penalty: 4273.421875
	Iteration 29F: 3 clusters Score -866759.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (8464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Entering Unmasked Estep 
Score: -1002821.312500 Penalty: 2242.807129
	Iteration 0F: 2 clusters Score -1002821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -996114.812500 Penalty: 4485.614258
	Iteration 0F: 3 clusters Score -996114.8 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -998102.500000 Penalty: 4485.614258
	Iteration 1F: 3 clusters Score -998102.5 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -998607.000000 Penalty: 4485.614258
	Iteration 2F: 3 clusters Score -998607 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -999125.812500 Penalty: 4485.614258
	Iteration 3F: 3 clusters Score -999125.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -999628.375000 Penalty: 4485.614258
	Iteration 4F: 3 clusters Score -999628.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1000101.562500 Penalty: 4485.614258
	Iteration 5F: 3 clusters Score -1000102 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1000446.875000 Penalty: 4485.614258
	Iteration 6F: 3 clusters Score -1000447 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1000638.062500 Penalty: 4485.614258
	Iteration 7Q: 3 clusters Score -1000638 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1000768.687500 Penalty: 4485.614258
	Iteration 8Q: 3 clusters Score -1000769 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1000840.312500 Penalty: 4485.614258
	Iteration 9Q: 3 clusters Score -1000840 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1000882.937500 Penalty: 4485.614258
	Iteration 10Q: 3 clusters Score -1000883 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1000922.625000 Penalty: 4485.614258
	Iteration 11Q: 3 clusters Score -1000923 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1000950.625000 Penalty: 4485.614258
	Iteration 12Q: 3 clusters Score -1000951 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1000974.312500 Penalty: 4485.614258
	Iteration 13Q: 3 clusters Score -1000974 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1000989.687500 Penalty: 4485.614258
	Iteration 14Q: 3 clusters Score -1000990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1000992.187500 Penalty: 4485.614258
	Iteration 15Q: 3 clusters Score -1000992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1000994.750000 Penalty: 4485.614258
	Iteration 16Q: 3 clusters Score -1000995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1000997.437500 Penalty: 4485.614258
	Iteration 17Q: 3 clusters Score -1000997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1000998.000000 Penalty: 4485.614258
	Iteration 18Q: 3 clusters Score -1000998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1000999.500000 Penalty: 4485.614258
	Iteration 19Q: 3 clusters Score -1001000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1001000.625000 Penalty: 4485.614258
	Iteration 20F: 3 clusters Score -1001001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1001004.250000 Penalty: 4485.614258
	Iteration 21Q: 3 clusters Score -1001004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1001001.000000 Penalty: 4485.614258
	Iteration 22Q: 3 clusters Score -1001001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1001001.000000 Penalty: 4485.614258
	Iteration 23F: 3 clusters Score -1001001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 234210 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 18551 members 
Mstep: Class 6 contains 77944 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 135234 members 
Mstep: Class 16 contains 5128 members 
Mstep: Class 17 contains 15562 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 96757 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21673 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10439 members 
Mstep: Class 31 contains 39099 members 
Mstep: Class 32 contains 17231 members 
Mstep: Class 33 contains 8749 members 
Mstep: Class 34 contains 5582 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 9693 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 370 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2165 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4438 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17082 members 
Mstep: Class 53 contains 2459 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10928 members 
Mstep: Class 57 contains 40320 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5795 members 
Mstep: Class 61 contains 31334 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 991 members 
Mstep: Class 66 contains 5512 members 
Mstep: Class 67 contains 10480 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2716 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2339 members 
Mstep: Class 74 contains 3341 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7169 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5518 members 
Mstep: Class 79 contains 8464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154533968.000000 Penalty: 282998.750000
Iteration 199Q: 82 clusters Score -1.54534e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 234189 members 
Mstep: Class 3 contains 90724 members 
Mstep: Class 4 contains 3919 members 
Mstep: Class 5 contains 18533 members 
Mstep: Class 6 contains 77952 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7151 members 
Mstep: Class 12 contains 95512 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 7957 members 
Mstep: Class 15 contains 135232 members 
Mstep: Class 16 contains 5132 members 
Mstep: Class 17 contains 15562 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 96733 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21669 members 
Mstep: Class 26 contains 6686 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10438 members 
Mstep: Class 31 contains 39099 members 
Mstep: Class 32 contains 17231 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5709 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3698 members 
Mstep: Class 38 contains 9691 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 372 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31583 members 
Mstep: Class 45 contains 2526 members 
Mstep: Class 46 contains 2165 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4438 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6716 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17100 members 
Mstep: Class 53 contains 2457 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10917 members 
Mstep: Class 57 contains 40318 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5794 members 
Mstep: Class 61 contains 31336 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3849 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5507 members 
Mstep: Class 67 contains 10672 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2718 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2333 members 
Mstep: Class 74 contains 3336 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7196 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5523 members 
Mstep: Class 79 contains 8458 members 
Mstep: Class 80 contains 7607 members 
Mstep: Class 81 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535024.000000 Penalty: 282998.750000
Iteration 200F: 82 clusters Score -1.54535e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 234175 members 
Mstep: Class 3 contains 90723 members 
Mstep: Class 4 contains 3900 members 
Mstep: Class 5 contains 18526 members 
Mstep: Class 6 contains 77958 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 10789 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7151 members 
Mstep: Class 12 contains 95511 members 
Mstep: Class 13 contains 4421 members 
Mstep: Class 14 contains 7957 members 
Mstep: Class 15 contains 135233 members 
Mstep: Class 16 contains 5119 members 
Mstep: Class 17 contains 15561 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 96719 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21630 members 
Mstep: Class 26 contains 6686 members 
Mstep: Class 27 contains 2544 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10440 members 
Mstep: Class 31 contains 39099 members 
Mstep: Class 32 contains 17229 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5789 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3698 members 
Mstep: Class 38 contains 9690 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2332 members 
Mstep: Class 41 contains 372 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31581 members 
Mstep: Class 45 contains 2527 members 
Mstep: Class 46 contains 2168 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4438 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6714 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17124 members 
Mstep: Class 53 contains 2441 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10904 members 
Mstep: Class 57 contains 40315 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 5794 members 
Mstep: Class 61 contains 31336 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3846 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 997 members 
Mstep: Class 66 contains 5505 members 
Mstep: Class 67 contains 10616 members 
Mstep: Class 68 contains 497 members 
Mstep: Class 69 contains 2719 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 594 members 
Mstep: Class 72 contains 2338 members 
Mstep: Class 73 contains 2329 members 
Mstep: Class 74 contains 3328 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7217 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5526 members 
Mstep: Class 79 contains 8458 members 
Mstep: Class 80 contains 7707 members 
Mstep: Class 81 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535168.000000 Penalty: 282998.750000
Iteration 201Q: 82 clusters Score -1.545352e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 234177 members 
Mstep: Class 3 contains 90720 members 
Mstep: Class 4 contains 3887 members 
Mstep: Class 5 contains 18521 members 
Mstep: Class 6 contains 77961 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 10788 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7151 members 
Mstep: Class 12 contains 95508 members 
Mstep: Class 13 contains 4426 members 
Mstep: Class 14 contains 7957 members 
Mstep: Class 15 contains 135234 members 
Mstep: Class 16 contains 5111 members 
Mstep: Class 17 contains 15558 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5374 members 
Mstep: Class 23 contains 96709 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21583 members 
Mstep: Class 26 contains 6684 members 
Mstep: Class 27 contains 2545 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10440 members 
Mstep: Class 31 contains 39095 members 
Mstep: Class 32 contains 17227 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5838 members 
Mstep: Class 35 contains 21721 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 9688 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 372 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31572 members 
Mstep: Class 45 contains 2527 members 
Mstep: Class 46 contains 2170 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4438 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6714 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17138 members 
Mstep: Class 53 contains 2435 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10901 members 
Mstep: Class 57 contains 40317 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1191 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31337 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3844 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5504 members 
Mstep: Class 67 contains 10636 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2720 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 596 members 
Mstep: Class 72 contains 2339 members 
Mstep: Class 73 contains 2327 members 
Mstep: Class 74 contains 3321 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7241 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5524 members 
Mstep: Class 79 contains 8456 members 
Mstep: Class 80 contains 7742 members 
Mstep: Class 81 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535360.000000 Penalty: 282998.750000
Iteration 202Q: 82 clusters Score -1.545354e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 234182 members 
Mstep: Class 3 contains 90719 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 18513 members 
Mstep: Class 6 contains 77968 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 10787 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7151 members 
Mstep: Class 12 contains 95513 members 
Mstep: Class 13 contains 4430 members 
Mstep: Class 14 contains 7957 members 
Mstep: Class 15 contains 135229 members 
Mstep: Class 16 contains 5108 members 
Mstep: Class 17 contains 15558 members 
Mstep: Class 18 contains 2167 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5373 members 
Mstep: Class 23 contains 96697 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21542 members 
Mstep: Class 26 contains 6684 members 
Mstep: Class 27 contains 2547 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10439 members 
Mstep: Class 31 contains 39093 members 
Mstep: Class 32 contains 17224 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5875 members 
Mstep: Class 35 contains 21722 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 9688 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 372 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31567 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2171 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4439 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6714 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17152 members 
Mstep: Class 53 contains 2429 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10897 members 
Mstep: Class 57 contains 40315 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1191 members 
Mstep: Class 60 contains 5792 members 
Mstep: Class 61 contains 31336 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3843 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 999 members 
Mstep: Class 66 contains 5505 members 
Mstep: Class 67 contains 10642 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2729 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 598 members 
Mstep: Class 72 contains 2340 members 
Mstep: Class 73 contains 2322 members 
Mstep: Class 74 contains 3308 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7261 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5520 members 
Mstep: Class 79 contains 8458 members 
Mstep: Class 80 contains 7764 members 
Mstep: Class 81 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535536.000000 Penalty: 282998.750000
Iteration 203Q: 82 clusters Score -1.545355e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 234184 members 
Mstep: Class 3 contains 90719 members 
Mstep: Class 4 contains 3872 members 
Mstep: Class 5 contains 18510 members 
Mstep: Class 6 contains 77978 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 10787 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95515 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 7957 members 
Mstep: Class 15 contains 135227 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15556 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5372 members 
Mstep: Class 23 contains 96671 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21511 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 2548 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10437 members 
Mstep: Class 31 contains 39092 members 
Mstep: Class 32 contains 17223 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5895 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3695 members 
Mstep: Class 38 contains 9689 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 372 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31565 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2174 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4439 members 
Mstep: Class 49 contains 4391 members 
Mstep: Class 50 contains 6714 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17167 members 
Mstep: Class 53 contains 2426 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10890 members 
Mstep: Class 57 contains 40314 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1191 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31336 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3843 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 999 members 
Mstep: Class 66 contains 5504 members 
Mstep: Class 67 contains 10664 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2732 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 599 members 
Mstep: Class 72 contains 2341 members 
Mstep: Class 73 contains 2319 members 
Mstep: Class 74 contains 3293 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7292 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5524 members 
Mstep: Class 79 contains 8458 members 
Mstep: Class 80 contains 7776 members 
Mstep: Class 81 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535472.000000 Penalty: 282998.750000
Iteration 204Q: 82 clusters Score -1.545355e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 234179 members 
Mstep: Class 3 contains 90717 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 18514 members 
Mstep: Class 6 contains 77989 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 10787 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95518 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 7957 members 
Mstep: Class 15 contains 135223 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15557 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5369 members 
Mstep: Class 23 contains 96650 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21481 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 2552 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10441 members 
Mstep: Class 31 contains 39092 members 
Mstep: Class 32 contains 17222 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5912 members 
Mstep: Class 35 contains 21724 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 9690 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2336 members 
Mstep: Class 41 contains 372 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31560 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2178 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4439 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6715 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17186 members 
Mstep: Class 53 contains 2424 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10887 members 
Mstep: Class 57 contains 40308 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1190 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31335 members 
Mstep: Class 62 contains 15867 members 
Mstep: Class 63 contains 3843 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 999 members 
Mstep: Class 66 contains 5504 members 
Mstep: Class 67 contains 10672 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2737 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 601 members 
Mstep: Class 72 contains 2343 members 
Mstep: Class 73 contains 2310 members 
Mstep: Class 74 contains 3283 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7321 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5521 members 
Mstep: Class 79 contains 8455 members 
Mstep: Class 80 contains 7787 members 
Mstep: Class 81 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535632.000000 Penalty: 282998.750000
Iteration 205Q: 82 clusters Score -1.545356e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 234178 members 
Mstep: Class 3 contains 90715 members 
Mstep: Class 4 contains 3865 members 
Mstep: Class 5 contains 18509 members 
Mstep: Class 6 contains 77996 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10787 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95517 members 
Mstep: Class 13 contains 4439 members 
Mstep: Class 14 contains 7957 members 
Mstep: Class 15 contains 135225 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15555 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1513 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5368 members 
Mstep: Class 23 contains 96628 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21459 members 
Mstep: Class 26 contains 6678 members 
Mstep: Class 27 contains 2555 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10447 members 
Mstep: Class 31 contains 39095 members 
Mstep: Class 32 contains 17221 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5918 members 
Mstep: Class 35 contains 21724 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 9690 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2336 members 
Mstep: Class 41 contains 371 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31564 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2180 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4440 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6715 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17213 members 
Mstep: Class 53 contains 2422 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10886 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1190 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31331 members 
Mstep: Class 62 contains 15868 members 
Mstep: Class 63 contains 3843 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 999 members 
Mstep: Class 66 contains 5502 members 
Mstep: Class 67 contains 10682 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2737 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 604 members 
Mstep: Class 72 contains 2345 members 
Mstep: Class 73 contains 2309 members 
Mstep: Class 74 contains 3272 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7347 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5521 members 
Mstep: Class 79 contains 8452 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535632.000000 Penalty: 282998.750000
Iteration 206Q: 82 clusters Score -1.545356e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 234170 members 
Mstep: Class 3 contains 90715 members 
Mstep: Class 4 contains 3861 members 
Mstep: Class 5 contains 18504 members 
Mstep: Class 6 contains 77991 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 10787 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7957 members 
Mstep: Class 15 contains 135226 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15557 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1513 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5365 members 
Mstep: Class 23 contains 96609 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21455 members 
Mstep: Class 26 contains 6673 members 
Mstep: Class 27 contains 2554 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39096 members 
Mstep: Class 32 contains 17220 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5924 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3699 members 
Mstep: Class 38 contains 9689 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 370 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31567 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2182 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4439 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 6718 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17241 members 
Mstep: Class 53 contains 2418 members 
Mstep: Class 54 contains 8679 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10884 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1190 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31330 members 
Mstep: Class 62 contains 15868 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 999 members 
Mstep: Class 66 contains 5501 members 
Mstep: Class 67 contains 10685 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2739 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 609 members 
Mstep: Class 72 contains 2348 members 
Mstep: Class 73 contains 2303 members 
Mstep: Class 74 contains 3269 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7365 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5520 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7795 members 
Mstep: Class 81 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535744.000000 Penalty: 282998.750000
Iteration 207Q: 82 clusters Score -1.545357e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 234169 members 
Mstep: Class 3 contains 90714 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 18508 members 
Mstep: Class 6 contains 77981 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10787 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95522 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 7956 members 
Mstep: Class 15 contains 135229 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15557 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1513 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5360 members 
Mstep: Class 23 contains 96583 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21450 members 
Mstep: Class 26 contains 6672 members 
Mstep: Class 27 contains 2551 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10446 members 
Mstep: Class 31 contains 39100 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5928 members 
Mstep: Class 35 contains 21721 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3701 members 
Mstep: Class 38 contains 9687 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2338 members 
Mstep: Class 41 contains 369 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31567 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2186 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4439 members 
Mstep: Class 49 contains 4393 members 
Mstep: Class 50 contains 6718 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17255 members 
Mstep: Class 53 contains 2420 members 
Mstep: Class 54 contains 8678 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10883 members 
Mstep: Class 57 contains 40310 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1190 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31331 members 
Mstep: Class 62 contains 15871 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 999 members 
Mstep: Class 66 contains 5502 members 
Mstep: Class 67 contains 10689 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2740 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 612 members 
Mstep: Class 72 contains 2351 members 
Mstep: Class 73 contains 2299 members 
Mstep: Class 74 contains 3270 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7382 members 
Mstep: Class 77 contains 392 members 
Mstep: Class 78 contains 5520 members 
Mstep: Class 79 contains 8453 members 
Mstep: Class 80 contains 7800 members 
Mstep: Class 81 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535760.000000 Penalty: 282998.750000
Iteration 208Q: 82 clusters Score -1.545358e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 234164 members 
Mstep: Class 3 contains 90712 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 18503 members 
Mstep: Class 6 contains 77985 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 10787 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95521 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135232 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 15556 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3149 members 
Mstep: Class 22 contains 5358 members 
Mstep: Class 23 contains 96564 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21446 members 
Mstep: Class 26 contains 6673 members 
Mstep: Class 27 contains 2550 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10446 members 
Mstep: Class 31 contains 39100 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5927 members 
Mstep: Class 35 contains 21721 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3702 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2338 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31569 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2189 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4441 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6718 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17272 members 
Mstep: Class 53 contains 2422 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10882 members 
Mstep: Class 57 contains 40308 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31332 members 
Mstep: Class 62 contains 15871 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 999 members 
Mstep: Class 66 contains 5500 members 
Mstep: Class 67 contains 10693 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2743 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2351 members 
Mstep: Class 73 contains 2300 members 
Mstep: Class 74 contains 3271 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7402 members 
Mstep: Class 77 contains 392 members 
Mstep: Class 78 contains 5523 members 
Mstep: Class 79 contains 8450 members 
Mstep: Class 80 contains 7802 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535632.000000 Penalty: 282998.750000
Iteration 209Q: 82 clusters Score -1.545356e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 234171 members 
Mstep: Class 3 contains 90711 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 18500 members 
Mstep: Class 6 contains 77987 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 10787 members 
Mstep: Class 9 contains 3299 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135233 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 15555 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3149 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96543 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21441 members 
Mstep: Class 26 contains 6675 members 
Mstep: Class 27 contains 2551 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10446 members 
Mstep: Class 31 contains 39100 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5928 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3704 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2338 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31569 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2191 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4441 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6718 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17281 members 
Mstep: Class 53 contains 2422 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10879 members 
Mstep: Class 57 contains 40307 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31332 members 
Mstep: Class 62 contains 15873 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5501 members 
Mstep: Class 67 contains 10691 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2745 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 616 members 
Mstep: Class 72 contains 2351 members 
Mstep: Class 73 contains 2300 members 
Mstep: Class 74 contains 3271 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7423 members 
Mstep: Class 77 contains 394 members 
Mstep: Class 78 contains 5522 members 
Mstep: Class 79 contains 8449 members 
Mstep: Class 80 contains 7808 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535680.000000 Penalty: 282998.750000
Iteration 210Q: 82 clusters Score -1.545357e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 234171 members 
Mstep: Class 3 contains 90711 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 18498 members 
Mstep: Class 6 contains 77989 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 10786 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7151 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4441 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135235 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 15554 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1510 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3149 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96524 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21436 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2552 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10446 members 
Mstep: Class 31 contains 39099 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5930 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3705 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2338 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31569 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2192 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6717 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17296 members 
Mstep: Class 53 contains 2422 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10879 members 
Mstep: Class 57 contains 40306 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31331 members 
Mstep: Class 62 contains 15873 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5500 members 
Mstep: Class 67 contains 10690 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2746 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 616 members 
Mstep: Class 72 contains 2351 members 
Mstep: Class 73 contains 2299 members 
Mstep: Class 74 contains 3270 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7439 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5522 members 
Mstep: Class 79 contains 8451 members 
Mstep: Class 80 contains 7811 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535792.000000 Penalty: 282998.750000
Iteration 211Q: 82 clusters Score -1.545358e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 234164 members 
Mstep: Class 3 contains 90713 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 18502 members 
Mstep: Class 6 contains 77999 members 
Mstep: Class 7 contains 868 members 
Mstep: Class 8 contains 10785 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135233 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 15552 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3149 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96502 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21434 members 
Mstep: Class 26 contains 6675 members 
Mstep: Class 27 contains 2554 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10446 members 
Mstep: Class 31 contains 39095 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5932 members 
Mstep: Class 35 contains 21718 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2338 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3462 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31570 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2194 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6717 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17309 members 
Mstep: Class 53 contains 2422 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10879 members 
Mstep: Class 57 contains 40306 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31330 members 
Mstep: Class 62 contains 15873 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5501 members 
Mstep: Class 67 contains 10690 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2747 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 617 members 
Mstep: Class 72 contains 2352 members 
Mstep: Class 73 contains 2298 members 
Mstep: Class 74 contains 3269 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7454 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5519 members 
Mstep: Class 79 contains 8449 members 
Mstep: Class 80 contains 7814 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535712.000000 Penalty: 282998.750000
Iteration 212Q: 82 clusters Score -1.545357e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 234164 members 
Mstep: Class 3 contains 90713 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 18498 members 
Mstep: Class 6 contains 78000 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 10784 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135233 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15549 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3149 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96481 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21429 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2561 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39095 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5935 members 
Mstep: Class 35 contains 21718 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3706 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2338 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3463 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31572 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2197 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6715 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17327 members 
Mstep: Class 53 contains 2422 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10879 members 
Mstep: Class 57 contains 40306 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31329 members 
Mstep: Class 62 contains 15873 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5496 members 
Mstep: Class 67 contains 10691 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2749 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 617 members 
Mstep: Class 72 contains 2353 members 
Mstep: Class 73 contains 2296 members 
Mstep: Class 74 contains 3266 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7470 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5516 members 
Mstep: Class 79 contains 8447 members 
Mstep: Class 80 contains 7814 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535760.000000 Penalty: 282998.750000
Iteration 213Q: 82 clusters Score -1.545358e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 234160 members 
Mstep: Class 3 contains 90712 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 18494 members 
Mstep: Class 6 contains 78006 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 10784 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95521 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135231 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15547 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3149 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96469 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21425 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2569 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10447 members 
Mstep: Class 31 contains 39095 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5936 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2338 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2199 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6715 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17344 members 
Mstep: Class 53 contains 2421 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10879 members 
Mstep: Class 57 contains 40306 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15873 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5487 members 
Mstep: Class 67 contains 10689 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2752 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 617 members 
Mstep: Class 72 contains 2356 members 
Mstep: Class 73 contains 2291 members 
Mstep: Class 74 contains 3263 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7483 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5517 members 
Mstep: Class 79 contains 8447 members 
Mstep: Class 80 contains 7814 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535920.000000 Penalty: 282998.750000
Iteration 214Q: 82 clusters Score -1.545359e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 234168 members 
Mstep: Class 3 contains 90709 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 18496 members 
Mstep: Class 6 contains 78014 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 10784 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95521 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135230 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15544 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3149 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96445 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21419 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2576 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39095 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5937 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2338 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2201 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6715 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17361 members 
Mstep: Class 53 contains 2421 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10878 members 
Mstep: Class 57 contains 40307 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31329 members 
Mstep: Class 62 contains 15873 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5487 members 
Mstep: Class 67 contains 10688 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2752 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 616 members 
Mstep: Class 72 contains 2358 members 
Mstep: Class 73 contains 2290 members 
Mstep: Class 74 contains 3260 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7496 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5511 members 
Mstep: Class 79 contains 8448 members 
Mstep: Class 80 contains 7815 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535856.000000 Penalty: 282998.750000
Iteration 215Q: 82 clusters Score -1.545359e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 234169 members 
Mstep: Class 3 contains 90707 members 
Mstep: Class 4 contains 3857 members 
Mstep: Class 5 contains 18498 members 
Mstep: Class 6 contains 78013 members 
Mstep: Class 7 contains 870 members 
Mstep: Class 8 contains 10782 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95523 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135229 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15542 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3149 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96434 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21414 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10446 members 
Mstep: Class 31 contains 39095 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5939 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2338 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2202 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6715 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17369 members 
Mstep: Class 53 contains 2422 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10877 members 
Mstep: Class 57 contains 40307 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31329 members 
Mstep: Class 62 contains 15873 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5485 members 
Mstep: Class 67 contains 10688 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2753 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2360 members 
Mstep: Class 73 contains 2290 members 
Mstep: Class 74 contains 3257 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7509 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5509 members 
Mstep: Class 79 contains 8448 members 
Mstep: Class 80 contains 7815 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535824.000000 Penalty: 282998.750000
Iteration 216Q: 82 clusters Score -1.545358e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 234169 members 
Mstep: Class 3 contains 90706 members 
Mstep: Class 4 contains 3856 members 
Mstep: Class 5 contains 18496 members 
Mstep: Class 6 contains 78013 members 
Mstep: Class 7 contains 871 members 
Mstep: Class 8 contains 10782 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 95521 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135229 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15539 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96425 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21412 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2585 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10447 members 
Mstep: Class 31 contains 39094 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5941 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9685 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2338 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31571 members 
Mstep: Class 45 contains 2525 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6714 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17380 members 
Mstep: Class 53 contains 2421 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10877 members 
Mstep: Class 57 contains 40308 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31330 members 
Mstep: Class 62 contains 15873 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5480 members 
Mstep: Class 67 contains 10687 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2754 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 614 members 
Mstep: Class 72 contains 2364 members 
Mstep: Class 73 contains 2287 members 
Mstep: Class 74 contains 3253 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7527 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5510 members 
Mstep: Class 79 contains 8446 members 
Mstep: Class 80 contains 7815 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535680.000000 Penalty: 282998.750000
Iteration 217Q: 82 clusters Score -1.545357e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 234168 members 
Mstep: Class 3 contains 90707 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18492 members 
Mstep: Class 6 contains 78016 members 
Mstep: Class 7 contains 871 members 
Mstep: Class 8 contains 10781 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7151 members 
Mstep: Class 12 contains 95520 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135227 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96416 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21413 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2587 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10447 members 
Mstep: Class 31 contains 39094 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5941 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2339 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31571 members 
Mstep: Class 45 contains 2524 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6711 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17391 members 
Mstep: Class 53 contains 2420 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10877 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31330 members 
Mstep: Class 62 contains 15873 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5479 members 
Mstep: Class 67 contains 10686 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2755 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 614 members 
Mstep: Class 72 contains 2364 members 
Mstep: Class 73 contains 2286 members 
Mstep: Class 74 contains 3251 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7540 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5510 members 
Mstep: Class 79 contains 8446 members 
Mstep: Class 80 contains 7815 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535776.000000 Penalty: 282998.750000
Iteration 218Q: 82 clusters Score -1.545358e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 234167 members 
Mstep: Class 3 contains 90707 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18490 members 
Mstep: Class 6 contains 78020 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 10782 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95519 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135226 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96398 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21409 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2587 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10447 members 
Mstep: Class 31 contains 39094 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5942 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2339 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3467 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31571 members 
Mstep: Class 45 contains 2523 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6711 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17402 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10877 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31330 members 
Mstep: Class 62 contains 15873 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5478 members 
Mstep: Class 67 contains 10688 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2755 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2363 members 
Mstep: Class 73 contains 2284 members 
Mstep: Class 74 contains 3250 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7563 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5514 members 
Mstep: Class 79 contains 8445 members 
Mstep: Class 80 contains 7815 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535808.000000 Penalty: 282998.750000
Iteration 219Q: 82 clusters Score -1.545358e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 234165 members 
Mstep: Class 3 contains 90707 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18489 members 
Mstep: Class 6 contains 78017 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 10781 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95519 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135226 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96387 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21409 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2591 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10444 members 
Mstep: Class 31 contains 39091 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5943 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2339 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3467 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31571 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6711 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17416 members 
Mstep: Class 53 contains 2420 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10877 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1187 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31330 members 
Mstep: Class 62 contains 15874 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5479 members 
Mstep: Class 67 contains 10689 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2755 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2365 members 
Mstep: Class 73 contains 2282 members 
Mstep: Class 74 contains 3251 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7577 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5508 members 
Mstep: Class 79 contains 8445 members 
Mstep: Class 80 contains 7815 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535824.000000 Penalty: 282998.750000
Iteration 220F: 82 clusters Score -1.545358e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 234166 members 
Mstep: Class 3 contains 90707 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18487 members 
Mstep: Class 6 contains 78017 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 10780 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95519 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135225 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96379 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21407 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2590 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10444 members 
Mstep: Class 31 contains 39088 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5944 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2339 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31571 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6710 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17427 members 
Mstep: Class 53 contains 2418 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10877 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1187 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31329 members 
Mstep: Class 62 contains 15874 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5469 members 
Mstep: Class 67 contains 10692 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2755 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 609 members 
Mstep: Class 72 contains 2366 members 
Mstep: Class 73 contains 2280 members 
Mstep: Class 74 contains 3250 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7592 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5521 members 
Mstep: Class 79 contains 8444 members 
Mstep: Class 80 contains 7815 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535792.000000 Penalty: 282998.750000
Iteration 221Q: 82 clusters Score -1.545358e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 234171 members 
Mstep: Class 3 contains 90706 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18487 members 
Mstep: Class 6 contains 78019 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10777 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95516 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135226 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96367 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21405 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2590 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10444 members 
Mstep: Class 31 contains 39083 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5945 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2339 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31572 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6710 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17445 members 
Mstep: Class 53 contains 2418 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10877 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1187 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31329 members 
Mstep: Class 62 contains 15874 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5467 members 
Mstep: Class 67 contains 10692 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2754 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 609 members 
Mstep: Class 72 contains 2369 members 
Mstep: Class 73 contains 2277 members 
Mstep: Class 74 contains 3250 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7604 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5522 members 
Mstep: Class 79 contains 8445 members 
Mstep: Class 80 contains 7815 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535824.000000 Penalty: 282998.750000
Iteration 222Q: 82 clusters Score -1.545358e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 234167 members 
Mstep: Class 3 contains 90706 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18488 members 
Mstep: Class 6 contains 78019 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 10776 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95514 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135226 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96357 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21407 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10444 members 
Mstep: Class 31 contains 39081 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5945 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2339 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31572 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6710 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17458 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10877 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1187 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15874 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5466 members 
Mstep: Class 67 contains 10692 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2754 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2373 members 
Mstep: Class 73 contains 2273 members 
Mstep: Class 74 contains 3249 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7616 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5520 members 
Mstep: Class 79 contains 8443 members 
Mstep: Class 80 contains 7815 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535872.000000 Penalty: 282998.750000
Iteration 223Q: 82 clusters Score -1.545359e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 234164 members 
Mstep: Class 3 contains 90706 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18485 members 
Mstep: Class 6 contains 78020 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 10774 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95514 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135228 members 
Mstep: Class 16 contains 5107 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96345 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21408 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10444 members 
Mstep: Class 31 contains 39079 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5946 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2339 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3469 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31572 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6710 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17469 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10878 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1187 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15874 members 
Mstep: Class 63 contains 3844 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5462 members 
Mstep: Class 67 contains 10692 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2754 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2379 members 
Mstep: Class 73 contains 2267 members 
Mstep: Class 74 contains 3249 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7630 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5523 members 
Mstep: Class 79 contains 8442 members 
Mstep: Class 80 contains 7815 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535888.000000 Penalty: 282998.750000
Iteration 224Q: 82 clusters Score -1.545359e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 234167 members 
Mstep: Class 3 contains 90707 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18484 members 
Mstep: Class 6 contains 78020 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 10772 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95514 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135230 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96328 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21408 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10445 members 
Mstep: Class 31 contains 39080 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5946 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2339 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31573 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6709 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17484 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10878 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1187 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15874 members 
Mstep: Class 63 contains 3844 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5458 members 
Mstep: Class 67 contains 10691 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2754 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2388 members 
Mstep: Class 73 contains 2258 members 
Mstep: Class 74 contains 3248 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7640 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5524 members 
Mstep: Class 79 contains 8440 members 
Mstep: Class 80 contains 7815 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535776.000000 Penalty: 282998.750000
Iteration 225Q: 82 clusters Score -1.545358e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 234169 members 
Mstep: Class 3 contains 90707 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 78018 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 10769 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95511 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135232 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96320 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21407 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10445 members 
Mstep: Class 31 contains 39080 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5947 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9685 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2339 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3475 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31574 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6709 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17502 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10878 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1187 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31329 members 
Mstep: Class 62 contains 15874 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5454 members 
Mstep: Class 67 contains 10691 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2754 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2399 members 
Mstep: Class 73 contains 2243 members 
Mstep: Class 74 contains 3248 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7645 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5530 members 
Mstep: Class 79 contains 8440 members 
Mstep: Class 80 contains 7814 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535872.000000 Penalty: 282998.750000
Iteration 226Q: 82 clusters Score -1.545359e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 234170 members 
Mstep: Class 3 contains 90707 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18483 members 
Mstep: Class 6 contains 78015 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 10765 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7150 members 
Mstep: Class 12 contains 95512 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135230 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96307 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21409 members 
Mstep: Class 26 contains 6673 members 
Mstep: Class 27 contains 2594 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10444 members 
Mstep: Class 31 contains 39078 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5948 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9685 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2339 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3480 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31574 members 
Mstep: Class 45 contains 2522 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6709 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17524 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10880 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1187 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31330 members 
Mstep: Class 62 contains 15875 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5452 members 
Mstep: Class 67 contains 10691 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2754 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2422 members 
Mstep: Class 73 contains 2213 members 
Mstep: Class 74 contains 3249 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7655 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5533 members 
Mstep: Class 79 contains 8439 members 
Mstep: Class 80 contains 7813 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535952.000000 Penalty: 282998.750000
Iteration 227Q: 82 clusters Score -1.54536e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 234167 members 
Mstep: Class 3 contains 90707 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 78014 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10763 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 95514 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135229 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96300 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21406 members 
Mstep: Class 26 contains 6672 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10443 members 
Mstep: Class 31 contains 39080 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5950 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9685 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2339 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3492 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31574 members 
Mstep: Class 45 contains 2519 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4395 members 
Mstep: Class 50 contains 6709 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17549 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10880 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1187 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31329 members 
Mstep: Class 62 contains 15875 members 
Mstep: Class 63 contains 3845 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5451 members 
Mstep: Class 67 contains 10692 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2754 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2452 members 
Mstep: Class 73 contains 2170 members 
Mstep: Class 74 contains 3250 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7664 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5534 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7813 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536176.000000 Penalty: 282998.750000
Iteration 228Q: 82 clusters Score -1.545362e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 234165 members 
Mstep: Class 3 contains 90707 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18479 members 
Mstep: Class 6 contains 78014 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10761 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7148 members 
Mstep: Class 12 contains 95512 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7954 members 
Mstep: Class 15 contains 135225 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7600 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96288 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21405 members 
Mstep: Class 26 contains 6673 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10444 members 
Mstep: Class 31 contains 39082 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5954 members 
Mstep: Class 35 contains 21718 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9686 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2339 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3509 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2514 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4394 members 
Mstep: Class 50 contains 6709 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17580 members 
Mstep: Class 53 contains 2415 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10878 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1187 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31329 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3846 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5445 members 
Mstep: Class 67 contains 10692 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2755 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2473 members 
Mstep: Class 73 contains 2133 members 
Mstep: Class 74 contains 3249 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7674 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5539 members 
Mstep: Class 79 contains 8437 members 
Mstep: Class 80 contains 7809 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535968.000000 Penalty: 282998.750000
Iteration 229Q: 82 clusters Score -1.54536e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 234153 members 
Mstep: Class 3 contains 90706 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18478 members 
Mstep: Class 6 contains 78010 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10757 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7147 members 
Mstep: Class 12 contains 95509 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 135224 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7601 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96278 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21402 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10441 members 
Mstep: Class 31 contains 39080 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5959 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9684 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2338 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3532 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2512 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2243 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4395 members 
Mstep: Class 50 contains 6709 members 
Mstep: Class 51 contains 2225 members 
Mstep: Class 52 contains 17611 members 
Mstep: Class 53 contains 2414 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10617 members 
Mstep: Class 56 contains 10879 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1187 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31329 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3847 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5443 members 
Mstep: Class 67 contains 10692 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2757 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2466 members 
Mstep: Class 73 contains 2119 members 
Mstep: Class 74 contains 3257 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7681 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5543 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7803 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536176.000000 Penalty: 282998.750000
Iteration 230Q: 82 clusters Score -1.545362e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 234150 members 
Mstep: Class 3 contains 90706 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 18468 members 
Mstep: Class 6 contains 78011 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10756 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7146 members 
Mstep: Class 12 contains 95511 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7954 members 
Mstep: Class 15 contains 135226 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 7601 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96266 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21403 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10442 members 
Mstep: Class 31 contains 39082 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5963 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9682 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3566 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2504 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4396 members 
Mstep: Class 50 contains 6707 members 
Mstep: Class 51 contains 2226 members 
Mstep: Class 52 contains 17641 members 
Mstep: Class 53 contains 2413 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10880 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1187 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5442 members 
Mstep: Class 67 contains 10684 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2757 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2437 members 
Mstep: Class 73 contains 2121 members 
Mstep: Class 74 contains 3260 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7687 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5545 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7800 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536112.000000 Penalty: 282998.750000
Iteration 231Q: 82 clusters Score -1.545361e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 234149 members 
Mstep: Class 3 contains 90706 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 18462 members 
Mstep: Class 6 contains 78010 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10754 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 95510 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7954 members 
Mstep: Class 15 contains 135224 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 7601 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96259 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21402 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10441 members 
Mstep: Class 31 contains 39085 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5964 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9680 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3602 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2503 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4399 members 
Mstep: Class 50 contains 6705 members 
Mstep: Class 51 contains 2226 members 
Mstep: Class 52 contains 17666 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10880 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5793 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3853 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5445 members 
Mstep: Class 67 contains 10679 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2757 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2406 members 
Mstep: Class 73 contains 2127 members 
Mstep: Class 74 contains 3255 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 7693 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5545 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7800 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536432.000000 Penalty: 282998.750000
Iteration 232Q: 82 clusters Score -1.545364e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 234144 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 18453 members 
Mstep: Class 6 contains 78012 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10751 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 95508 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7954 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96250 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21401 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10441 members 
Mstep: Class 31 contains 39085 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5968 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9675 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3637 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2506 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4403 members 
Mstep: Class 50 contains 6706 members 
Mstep: Class 51 contains 2224 members 
Mstep: Class 52 contains 17695 members 
Mstep: Class 53 contains 2410 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10880 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5794 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3853 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5444 members 
Mstep: Class 67 contains 10674 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2759 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 609 members 
Mstep: Class 72 contains 2374 members 
Mstep: Class 73 contains 2130 members 
Mstep: Class 74 contains 3250 members 
Mstep: Class 75 contains 1341 members 
Mstep: Class 76 contains 7702 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5548 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7795 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536352.000000 Penalty: 282998.750000
Iteration 233Q: 82 clusters Score -1.545364e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 234144 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 18450 members 
Mstep: Class 6 contains 78010 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10751 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 95508 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7954 members 
Mstep: Class 15 contains 135219 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1514 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96241 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21400 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10443 members 
Mstep: Class 31 contains 39083 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5968 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3676 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31576 members 
Mstep: Class 45 contains 2510 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4403 members 
Mstep: Class 50 contains 6705 members 
Mstep: Class 51 contains 2221 members 
Mstep: Class 52 contains 17714 members 
Mstep: Class 53 contains 2410 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5796 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3853 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5444 members 
Mstep: Class 67 contains 10675 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2757 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2339 members 
Mstep: Class 73 contains 2132 members 
Mstep: Class 74 contains 3247 members 
Mstep: Class 75 contains 1342 members 
Mstep: Class 76 contains 7709 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5544 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7792 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536336.000000 Penalty: 282998.750000
Iteration 234Q: 82 clusters Score -1.545363e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 234140 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 18445 members 
Mstep: Class 6 contains 78009 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10750 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 95509 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7954 members 
Mstep: Class 15 contains 135219 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15538 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 7598 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96238 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21399 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10443 members 
Mstep: Class 31 contains 39080 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5971 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2336 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2509 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4403 members 
Mstep: Class 50 contains 6705 members 
Mstep: Class 51 contains 2220 members 
Mstep: Class 52 contains 17734 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10882 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5798 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 998 members 
Mstep: Class 66 contains 5443 members 
Mstep: Class 67 contains 10675 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2757 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2310 members 
Mstep: Class 73 contains 2132 members 
Mstep: Class 74 contains 3249 members 
Mstep: Class 75 contains 1342 members 
Mstep: Class 76 contains 7712 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5545 members 
Mstep: Class 79 contains 8439 members 
Mstep: Class 80 contains 7791 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536480.000000 Penalty: 282998.750000
Iteration 235Q: 82 clusters Score -1.545365e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 234141 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 18444 members 
Mstep: Class 6 contains 78008 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10750 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 95510 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7954 members 
Mstep: Class 15 contains 135220 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15537 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 7592 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96236 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21397 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10445 members 
Mstep: Class 31 contains 39074 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5976 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3732 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2507 members 
Mstep: Class 46 contains 2203 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4404 members 
Mstep: Class 50 contains 6704 members 
Mstep: Class 51 contains 2222 members 
Mstep: Class 52 contains 17748 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10882 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5798 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 997 members 
Mstep: Class 66 contains 5441 members 
Mstep: Class 67 contains 10669 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2757 members 
Mstep: Class 70 contains 1695 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2286 members 
Mstep: Class 73 contains 2128 members 
Mstep: Class 74 contains 3252 members 
Mstep: Class 75 contains 1343 members 
Mstep: Class 76 contains 7717 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5547 members 
Mstep: Class 79 contains 8439 members 
Mstep: Class 80 contains 7793 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536544.000000 Penalty: 282998.750000
Iteration 236Q: 82 clusters Score -1.545365e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 234143 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 18446 members 
Mstep: Class 6 contains 78006 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10749 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 95510 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7954 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15536 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96232 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21394 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10447 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5979 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9673 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3752 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2508 members 
Mstep: Class 46 contains 2204 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4405 members 
Mstep: Class 50 contains 6703 members 
Mstep: Class 51 contains 2220 members 
Mstep: Class 52 contains 17756 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5798 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 996 members 
Mstep: Class 66 contains 5437 members 
Mstep: Class 67 contains 10665 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2758 members 
Mstep: Class 70 contains 1695 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2268 members 
Mstep: Class 73 contains 2124 members 
Mstep: Class 74 contains 3252 members 
Mstep: Class 75 contains 1344 members 
Mstep: Class 76 contains 7721 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5552 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7795 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536720.000000 Penalty: 282998.750000
Iteration 237Q: 82 clusters Score -1.545367e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 234145 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 18444 members 
Mstep: Class 6 contains 78005 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10749 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 95513 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15535 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96229 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21393 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10447 members 
Mstep: Class 31 contains 39072 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5981 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9673 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3771 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2510 members 
Mstep: Class 46 contains 2205 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4406 members 
Mstep: Class 50 contains 6703 members 
Mstep: Class 51 contains 2220 members 
Mstep: Class 52 contains 17761 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5798 members 
Mstep: Class 61 contains 31326 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5436 members 
Mstep: Class 67 contains 10664 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2758 members 
Mstep: Class 70 contains 1695 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2248 members 
Mstep: Class 73 contains 2121 members 
Mstep: Class 74 contains 3253 members 
Mstep: Class 75 contains 1344 members 
Mstep: Class 76 contains 7723 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5553 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7796 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536688.000000 Penalty: 282998.750000
Iteration 238Q: 82 clusters Score -1.545367e+08 nChanged 66
Entering ConstructFrom: 
Score: -154536688.000000 Penalty: 282998.750000
Entering ConstructFrom: 
Trying to split cluster 1 (39658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Entering Unmasked Estep 
Score: -4722130.000000 Penalty: 2625.835938
	Iteration 0F: 2 clusters Score -4722130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -4695279.000000 Penalty: 5251.671875
	Iteration 0F: 3 clusters Score -4695279 nChanged 18174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -4705970.500000 Penalty: 5251.671875
	Iteration 1F: 3 clusters Score -4705970 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -4707427.500000 Penalty: 5251.671875
	Iteration 2F: 3 clusters Score -4707428 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -4709402.000000 Penalty: 5251.671875
	Iteration 3F: 3 clusters Score -4709402 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -4711761.000000 Penalty: 5251.671875
	Iteration 4F: 3 clusters Score -4711761 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -4714253.000000 Penalty: 5251.671875
	Iteration 5F: 3 clusters Score -4714253 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -4716109.000000 Penalty: 5251.671875
	Iteration 6F: 3 clusters Score -4716109 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4717303.000000 Penalty: 5251.671875
	Iteration 7F: 3 clusters Score -4717303 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -4718064.500000 Penalty: 5251.671875
	Iteration 8Q: 3 clusters Score -4718064 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -4718462.000000 Penalty: 5251.671875
	Iteration 9Q: 3 clusters Score -4718462 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -4718660.000000 Penalty: 5251.671875
	Iteration 10Q: 3 clusters Score -4718660 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -4718772.000000 Penalty: 5251.671875
	Iteration 11Q: 3 clusters Score -4718772 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -4718835.500000 Penalty: 5251.671875
	Iteration 12Q: 3 clusters Score -4718836 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -4718877.000000 Penalty: 5251.671875
	Iteration 13Q: 3 clusters Score -4718877 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -4718933.000000 Penalty: 5251.671875
	Iteration 14Q: 3 clusters Score -4718933 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -4718937.500000 Penalty: 5251.671875
	Iteration 15Q: 3 clusters Score -4718938 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -4718981.500000 Penalty: 5251.671875
	Iteration 16Q: 3 clusters Score -4718982 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -4719018.500000 Penalty: 5251.671875
	Iteration 17Q: 3 clusters Score -4719018 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -4719034.500000 Penalty: 5251.671875
	Iteration 18Q: 3 clusters Score -4719034 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -4719056.500000 Penalty: 5251.671875
	Iteration 19Q: 3 clusters Score -4719056 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4719062 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4719064 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4719076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4719070 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4719082 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4719106 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4719106 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4719114 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4719134 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4719152 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4719184 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4719182 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4719175 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4719210 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4719224 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4719232 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4719240 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4719264 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4719286 nChanged 136
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Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4719296 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4719306 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4719306 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4719312 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4719302 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4719331 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4719330 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4719336 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4719336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4719332 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4719361 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4719378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4719393 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4719392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4719391 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4719404 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4719417 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4719425 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4719440 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4719435 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -4719453.500000 Penalty: 5251.671875
	Iteration 59Q: 3 clusters Score -4719454 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4719464 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4719477 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4719492 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4719518 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4719544 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4719548 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4719580 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4719596 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4719604 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4719622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4719634 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4719644 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4719651 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4719652 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 30077 members 
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	Iteration 74Q: 3 clusters Score -4719664 nChanged 139
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Mstep: Class 1 contains 9522 members 
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	Iteration 75Q: 3 clusters Score -4719718 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9494 members 
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	Iteration 76Q: 3 clusters Score -4719744 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9475 members 
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	Iteration 77Q: 3 clusters Score -4719758 nChanged 140
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Mstep: Class 1 contains 9467 members 
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	Iteration 78Q: 3 clusters Score -4719784 nChanged 153
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Mstep: Class 1 contains 9460 members 
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	Iteration 79Q: 3 clusters Score -4719794 nChanged 188
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Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4719828 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4719886 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4719982 nChanged 330
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Mstep: Class 1 contains 9538 members 
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Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 29993 members 
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	Iteration 84Q: 3 clusters Score -4720356 nChanged 529
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Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 29826 members 
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Mstep: Class 1 contains 10051 members 
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	Iteration 86Q: 3 clusters Score -4721044 nChanged 589
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Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 29406 members 
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	Iteration 87Q: 3 clusters Score -4721336 nChanged 505
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	Iteration 88Q: 3 clusters Score -4721547 nChanged 469
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Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 29202 members 
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	Iteration 89Q: 3 clusters Score -4721724 nChanged 408
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Mstep: Class 1 contains 10516 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4721850 nChanged 323
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Mstep: Class 1 contains 10569 members 
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	Iteration 91Q: 3 clusters Score -4721924 nChanged 256
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Mstep: Class 1 contains 10595 members 
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Mstep: Class 2 contains 29066 members 
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Mstep: Class 1 contains 10554 members 
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Mstep: Class 1 contains 10450 members 
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Mstep: Class 1 contains 10395 members 
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Mstep: Class 1 contains 10328 members 
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Mstep: Class 1 contains 10256 members 
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Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -4722304.500000 Penalty: 5251.671875
	Iteration 100F: 3 clusters Score -4722304 nChanged 135
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Mstep: Class 1 contains 10104 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10035 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4722336 nChanged 84
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Mstep: Class 1 contains 9977 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4722344 nChanged 67
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Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 29734 members 
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	Iteration 104Q: 3 clusters Score -4722357 nChanged 66
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Mstep: Class 1 contains 9862 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9818 members 
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	Iteration 106Q: 3 clusters Score -4722368 nChanged 47
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	Iteration 109Q: 3 clusters Score -4722376 nChanged 28
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	Iteration 110Q: 3 clusters Score -4722376 nChanged 34
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Entering Unmasked Estep 
Score: -4722381.000000 Penalty: 5251.671875
	Iteration 112Q: 3 clusters Score -4722381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -4722371.000000 Penalty: 5251.671875
	Iteration 113Q: 3 clusters Score -4722371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -4722378.000000 Penalty: 5251.671875
	Iteration 114Q: 3 clusters Score -4722378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -4722379.500000 Penalty: 5251.671875
	Iteration 115Q: 3 clusters Score -4722380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -4722389.500000 Penalty: 5251.671875
	Iteration 116Q: 3 clusters Score -4722390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -4722405.000000 Penalty: 5251.671875
	Iteration 117Q: 3 clusters Score -4722405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -4722397.500000 Penalty: 5251.671875
	Iteration 118Q: 3 clusters Score -4722398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -4722395.000000 Penalty: 5251.671875
	Iteration 119Q: 3 clusters Score -4722395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -4722394.500000 Penalty: 5251.671875
	Iteration 120F: 3 clusters Score -4722394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -4722400.500000 Penalty: 5251.671875
	Iteration 121Q: 3 clusters Score -4722400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -4722414.000000 Penalty: 5251.671875
	Iteration 122Q: 3 clusters Score -4722414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -4722417.500000 Penalty: 5251.671875
	Iteration 123Q: 3 clusters Score -4722418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -4722414.000000 Penalty: 5251.671875
	Iteration 124Q: 3 clusters Score -4722414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4722417.500000 Penalty: 5251.671875
	Iteration 125Q: 3 clusters Score -4722418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -4722433.000000 Penalty: 5251.671875
	Iteration 126Q: 3 clusters Score -4722433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -4722429.500000 Penalty: 5251.671875
	Iteration 127Q: 3 clusters Score -4722430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -4722428.500000 Penalty: 5251.671875
	Iteration 128Q: 3 clusters Score -4722428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4722432.500000 Penalty: 5251.671875
	Iteration 129Q: 3 clusters Score -4722432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -4722431.000000 Penalty: 5251.671875
	Iteration 130Q: 3 clusters Score -4722431 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -4722445.000000 Penalty: 5251.671875
	Iteration 131Q: 3 clusters Score -4722445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -4722457.000000 Penalty: 5251.671875
	Iteration 132Q: 3 clusters Score -4722457 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -4722455.000000 Penalty: 5251.671875
	Iteration 133Q: 3 clusters Score -4722455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -4722472.500000 Penalty: 5251.671875
	Iteration 134Q: 3 clusters Score -4722472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -4722476.000000 Penalty: 5251.671875
	Iteration 135Q: 3 clusters Score -4722476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -4722478.500000 Penalty: 5251.671875
	Iteration 136Q: 3 clusters Score -4722478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -4722475.500000 Penalty: 5251.671875
	Iteration 137Q: 3 clusters Score -4722476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -4722486.500000 Penalty: 5251.671875
	Iteration 138Q: 3 clusters Score -4722486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -4722474.500000 Penalty: 5251.671875
	Iteration 139Q: 3 clusters Score -4722474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4722485.000000 Penalty: 5251.671875
	Iteration 140F: 3 clusters Score -4722485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4722495.500000 Penalty: 5251.671875
	Iteration 141Q: 3 clusters Score -4722496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -4722500.000000 Penalty: 5251.671875
	Iteration 142Q: 3 clusters Score -4722500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -4722489.000000 Penalty: 5251.671875
	Iteration 143Q: 3 clusters Score -4722489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -4722495.500000 Penalty: 5251.671875
	Iteration 144Q: 3 clusters Score -4722496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -4722500.500000 Penalty: 5251.671875
	Iteration 145Q: 3 clusters Score -4722500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -4722499.500000 Penalty: 5251.671875
	Iteration 146Q: 3 clusters Score -4722500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -4722491.500000 Penalty: 5251.671875
	Iteration 147Q: 3 clusters Score -4722492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -4722502.500000 Penalty: 5251.671875
	Iteration 148Q: 3 clusters Score -4722502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -4722502.500000 Penalty: 5251.671875
	Iteration 149Q: 3 clusters Score -4722502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -4722500.000000 Penalty: 5251.671875
	Iteration 150Q: 3 clusters Score -4722500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -4722503.500000 Penalty: 5251.671875
	Iteration 151Q: 3 clusters Score -4722504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4722500.500000 Penalty: 5251.671875
	Iteration 152Q: 3 clusters Score -4722500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -4722497.000000 Penalty: 5251.671875
	Iteration 153Q: 3 clusters Score -4722497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4722495.500000 Penalty: 5251.671875
	Iteration 154Q: 3 clusters Score -4722496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -4722497.500000 Penalty: 5251.671875
	Iteration 155Q: 3 clusters Score -4722498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4722496.500000 Penalty: 5251.671875
	Iteration 156Q: 3 clusters Score -4722496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4722486.000000 Penalty: 5251.671875
	Iteration 157Q: 3 clusters Score -4722486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -4722494.500000 Penalty: 5251.671875
	Iteration 158Q: 3 clusters Score -4722494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4722497.500000 Penalty: 5251.671875
	Iteration 159Q: 3 clusters Score -4722498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -4722497.000000 Penalty: 5251.671875
	Iteration 160F: 3 clusters Score -4722497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -4722501.000000 Penalty: 5251.671875
	Iteration 161Q: 3 clusters Score -4722501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -4722500.000000 Penalty: 5251.671875
	Iteration 162Q: 3 clusters Score -4722500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4722501.000000 Penalty: 5251.671875
	Iteration 163Q: 3 clusters Score -4722501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4722501.000000 Penalty: 5251.671875
	Iteration 164Q: 3 clusters Score -4722501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4722501.000000 Penalty: 5251.671875
	Iteration 165F: 3 clusters Score -4722501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 234144 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18442 members 
Mstep: Class 6 contains 78008 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10749 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 95514 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15534 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21393 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3786 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2510 members 
Mstep: Class 46 contains 2206 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4407 members 
Mstep: Class 50 contains 6701 members 
Mstep: Class 51 contains 2220 members 
Mstep: Class 52 contains 17766 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5798 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5434 members 
Mstep: Class 67 contains 10664 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2759 members 
Mstep: Class 70 contains 1695 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2233 members 
Mstep: Class 73 contains 2121 members 
Mstep: Class 74 contains 3253 members 
Mstep: Class 75 contains 1345 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5554 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7795 members 
Mstep: Class 81 contains 361 members 
Mstep: Class 82 contains 31338 members 
Entering Unmasked Estep 
Score: -154536320.000000 Penalty: 286492.562500
Splitting cluster 1 changes total score from -154536688.000000 to -154536320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (234144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234144 members 
Entering Unmasked Estep 
Score: -28656406.000000 Penalty: 3066.195557
	Iteration 0F: 2 clusters Score -2.865641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117075 members 
Mstep: Class 2 contains 117069 members 
Entering Unmasked Estep 
Score: -28511428.000000 Penalty: 6132.391113
	Iteration 0F: 3 clusters Score -2.851143e+07 nChanged 112935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116686 members 
Mstep: Class 2 contains 117458 members 
Entering Unmasked Estep 
Score: -28578054.000000 Penalty: 6132.391113
	Iteration 1F: 3 clusters Score -2.857805e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116916 members 
Mstep: Class 2 contains 117228 members 
Entering Unmasked Estep 
Score: -28580110.000000 Penalty: 6132.391113
	Iteration 2Q: 3 clusters Score -2.858011e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117500 members 
Mstep: Class 2 contains 116644 members 
Entering Unmasked Estep 
Score: -28583058.000000 Penalty: 6132.391113
	Iteration 3Q: 3 clusters Score -2.858306e+07 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118901 members 
Mstep: Class 2 contains 115243 members 
Entering Unmasked Estep 
Score: -28588070.000000 Penalty: 6132.391113
	Iteration 4Q: 3 clusters Score -2.858807e+07 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121464 members 
Mstep: Class 2 contains 112680 members 
Entering Unmasked Estep 
Score: -28596038.000000 Penalty: 6132.391113
	Iteration 5F: 3 clusters Score -2.859604e+07 nChanged 16319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124595 members 
Mstep: Class 2 contains 109549 members 
Entering Unmasked Estep 
Score: -28606662.000000 Penalty: 6132.391113
	Iteration 6F: 3 clusters Score -2.860666e+07 nChanged 16533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127000 members 
Mstep: Class 2 contains 107144 members 
Entering Unmasked Estep 
Score: -28616628.000000 Penalty: 6132.391113
	Iteration 7F: 3 clusters Score -2.861663e+07 nChanged 14277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127699 members 
Mstep: Class 2 contains 106445 members 
Entering Unmasked Estep 
Score: -28623076.000000 Penalty: 6132.391113
	Iteration 8F: 3 clusters Score -2.862308e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126958 members 
Mstep: Class 2 contains 107186 members 
Entering Unmasked Estep 
Score: -28627116.000000 Penalty: 6132.391113
	Iteration 9Q: 3 clusters Score -2.862712e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125291 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -28629180.000000 Penalty: 6132.391113
	Iteration 10Q: 3 clusters Score -2.862918e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123137 members 
Mstep: Class 2 contains 111007 members 
Entering Unmasked Estep 
Score: -28630484.000000 Penalty: 6132.391113
	Iteration 11Q: 3 clusters Score -2.863048e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120828 members 
Mstep: Class 2 contains 113316 members 
Entering Unmasked Estep 
Score: -28631464.000000 Penalty: 6132.391113
	Iteration 12Q: 3 clusters Score -2.863146e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118454 members 
Mstep: Class 2 contains 115690 members 
Entering Unmasked Estep 
Score: -28632308.000000 Penalty: 6132.391113
	Iteration 13Q: 3 clusters Score -2.863231e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116026 members 
Mstep: Class 2 contains 118118 members 
Entering Unmasked Estep 
Score: -28633018.000000 Penalty: 6132.391113
	Iteration 14Q: 3 clusters Score -2.863302e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113517 members 
Mstep: Class 2 contains 120627 members 
Entering Unmasked Estep 
Score: -28633628.000000 Penalty: 6132.391113
	Iteration 15Q: 3 clusters Score -2.863363e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111045 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -28634160.000000 Penalty: 6132.391113
	Iteration 16Q: 3 clusters Score -2.863416e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108508 members 
Mstep: Class 2 contains 125636 members 
Entering Unmasked Estep 
Score: -28634730.000000 Penalty: 6132.391113
	Iteration 17Q: 3 clusters Score -2.863473e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 128184 members 
Entering Unmasked Estep 
Score: -28635256.000000 Penalty: 6132.391113
	Iteration 18Q: 3 clusters Score -2.863526e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 130723 members 
Entering Unmasked Estep 
Score: -28635814.000000 Penalty: 6132.391113
	Iteration 19Q: 3 clusters Score -2.863581e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 133219 members 
Entering Unmasked Estep 
Score: -28636240.000000 Penalty: 6132.391113
	Iteration 20F: 3 clusters Score -2.863624e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98405 members 
Mstep: Class 2 contains 135739 members 
Entering Unmasked Estep 
Score: -28636606.000000 Penalty: 6132.391113
	Iteration 21Q: 3 clusters Score -2.863661e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95813 members 
Mstep: Class 2 contains 138331 members 
Entering Unmasked Estep 
Score: -28636876.000000 Penalty: 6132.391113
	Iteration 22Q: 3 clusters Score -2.863688e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93222 members 
Mstep: Class 2 contains 140922 members 
Entering Unmasked Estep 
Score: -28637340.000000 Penalty: 6132.391113
	Iteration 23Q: 3 clusters Score -2.863734e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 143457 members 
Entering Unmasked Estep 
Score: -28637672.000000 Penalty: 6132.391113
	Iteration 24Q: 3 clusters Score -2.863767e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Mstep: Class 2 contains 145981 members 
Entering Unmasked Estep 
Score: -28637976.000000 Penalty: 6132.391113
	Iteration 25Q: 3 clusters Score -2.863798e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 148540 members 
Entering Unmasked Estep 
Score: -28638288.000000 Penalty: 6132.391113
	Iteration 26Q: 3 clusters Score -2.863829e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 151158 members 
Entering Unmasked Estep 
Score: -28638486.000000 Penalty: 6132.391113
	Iteration 27Q: 3 clusters Score -2.863849e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80269 members 
Mstep: Class 2 contains 153875 members 
Entering Unmasked Estep 
Score: -28638864.000000 Penalty: 6132.391113
	Iteration 28Q: 3 clusters Score -2.863886e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 156666 members 
Entering Unmasked Estep 
Score: -28639336.000000 Penalty: 6132.391113
	Iteration 29Q: 3 clusters Score -2.863934e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 159539 members 
Entering Unmasked Estep 
Score: -28639786.000000 Penalty: 6132.391113
	Iteration 30Q: 3 clusters Score -2.863979e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 162497 members 
Entering Unmasked Estep 
Score: -28640378.000000 Penalty: 6132.391113
	Iteration 31Q: 3 clusters Score -2.864038e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 165640 members 
Entering Unmasked Estep 
Score: -28640926.000000 Penalty: 6132.391113
	Iteration 32Q: 3 clusters Score -2.864093e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65381 members 
Mstep: Class 2 contains 168763 members 
Entering Unmasked Estep 
Score: -28641490.000000 Penalty: 6132.391113
	Iteration 33Q: 3 clusters Score -2.864149e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 171954 members 
Entering Unmasked Estep 
Score: -28642064.000000 Penalty: 6132.391113
	Iteration 34Q: 3 clusters Score -2.864206e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 175102 members 
Entering Unmasked Estep 
Score: -28642666.000000 Penalty: 6132.391113
	Iteration 35Q: 3 clusters Score -2.864267e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 178300 members 
Entering Unmasked Estep 
Score: -28643538.000000 Penalty: 6132.391113
	Iteration 36Q: 3 clusters Score -2.864354e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 181425 members 
Entering Unmasked Estep 
Score: -28644706.000000 Penalty: 6132.391113
	Iteration 37Q: 3 clusters Score -2.864471e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 184398 members 
Entering Unmasked Estep 
Score: -28645562.000000 Penalty: 6132.391113
	Iteration 38Q: 3 clusters Score -2.864556e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 187334 members 
Entering Unmasked Estep 
Score: -28646276.000000 Penalty: 6132.391113
	Iteration 39Q: 3 clusters Score -2.864628e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 190110 members 
Entering Unmasked Estep 
Score: -28647024.000000 Penalty: 6132.391113
	Iteration 40F: 3 clusters Score -2.864702e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 192732 members 
Entering Unmasked Estep 
Score: -28647914.000000 Penalty: 6132.391113
	Iteration 41Q: 3 clusters Score -2.864791e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 195288 members 
Entering Unmasked Estep 
Score: -28648552.000000 Penalty: 6132.391113
	Iteration 42Q: 3 clusters Score -2.864855e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 197763 members 
Entering Unmasked Estep 
Score: -28649180.000000 Penalty: 6132.391113
	Iteration 43Q: 3 clusters Score -2.864918e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 200146 members 
Entering Unmasked Estep 
Score: -28649680.000000 Penalty: 6132.391113
	Iteration 44Q: 3 clusters Score -2.864968e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 202418 members 
Entering Unmasked Estep 
Score: -28650154.000000 Penalty: 6132.391113
	Iteration 45Q: 3 clusters Score -2.865015e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 204467 members 
Entering Unmasked Estep 
Score: -28650712.000000 Penalty: 6132.391113
	Iteration 46Q: 3 clusters Score -2.865071e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 206290 members 
Entering Unmasked Estep 
Score: -28651042.000000 Penalty: 6132.391113
	Iteration 47Q: 3 clusters Score -2.865104e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 207974 members 
Entering Unmasked Estep 
Score: -28651466.000000 Penalty: 6132.391113
	Iteration 48Q: 3 clusters Score -2.865147e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 209537 members 
Entering Unmasked Estep 
Score: -28651686.000000 Penalty: 6132.391113
	Iteration 49Q: 3 clusters Score -2.865169e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 210962 members 
Entering Unmasked Estep 
Score: -28652034.000000 Penalty: 6132.391113
	Iteration 50Q: 3 clusters Score -2.865203e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 212274 members 
Entering Unmasked Estep 
Score: -28652350.000000 Penalty: 6132.391113
	Iteration 51Q: 3 clusters Score -2.865235e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 213467 members 
Entering Unmasked Estep 
Score: -28652622.000000 Penalty: 6132.391113
	Iteration 52Q: 3 clusters Score -2.865262e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 214572 members 
Entering Unmasked Estep 
Score: -28652772.000000 Penalty: 6132.391113
	Iteration 53Q: 3 clusters Score -2.865277e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 215576 members 
Entering Unmasked Estep 
Score: -28653066.000000 Penalty: 6132.391113
	Iteration 54Q: 3 clusters Score -2.865307e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 216453 members 
Entering Unmasked Estep 
Score: -28653272.000000 Penalty: 6132.391113
	Iteration 55Q: 3 clusters Score -2.865327e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 217236 members 
Entering Unmasked Estep 
Score: -28653480.000000 Penalty: 6132.391113
	Iteration 56Q: 3 clusters Score -2.865348e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 217937 members 
Entering Unmasked Estep 
Score: -28653596.000000 Penalty: 6132.391113
	Iteration 57Q: 3 clusters Score -2.86536e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 218565 members 
Entering Unmasked Estep 
Score: -28653744.000000 Penalty: 6132.391113
	Iteration 58Q: 3 clusters Score -2.865374e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 219164 members 
Entering Unmasked Estep 
Score: -28653932.000000 Penalty: 6132.391113
	Iteration 59Q: 3 clusters Score -2.865393e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 219725 members 
Entering Unmasked Estep 
Score: -28654072.000000 Penalty: 6132.391113
	Iteration 60F: 3 clusters Score -2.865407e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 220199 members 
Entering Unmasked Estep 
Score: -28654124.000000 Penalty: 6132.391113
	Iteration 61Q: 3 clusters Score -2.865412e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 220659 members 
Entering Unmasked Estep 
Score: -28654312.000000 Penalty: 6132.391113
	Iteration 62Q: 3 clusters Score -2.865431e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 221083 members 
Entering Unmasked Estep 
Score: -28654482.000000 Penalty: 6132.391113
	Iteration 63Q: 3 clusters Score -2.865448e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 221448 members 
Entering Unmasked Estep 
Score: -28654608.000000 Penalty: 6132.391113
	Iteration 64Q: 3 clusters Score -2.865461e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 221771 members 
Entering Unmasked Estep 
Score: -28654702.000000 Penalty: 6132.391113
	Iteration 65Q: 3 clusters Score -2.86547e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 222069 members 
Entering Unmasked Estep 
Score: -28654774.000000 Penalty: 6132.391113
	Iteration 66Q: 3 clusters Score -2.865477e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 222341 members 
Entering Unmasked Estep 
Score: -28654910.000000 Penalty: 6132.391113
	Iteration 67Q: 3 clusters Score -2.865491e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 222587 members 
Entering Unmasked Estep 
Score: -28654986.000000 Penalty: 6132.391113
	Iteration 68Q: 3 clusters Score -2.865499e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 222805 members 
Entering Unmasked Estep 
Score: -28655096.000000 Penalty: 6132.391113
	Iteration 69Q: 3 clusters Score -2.86551e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 223008 members 
Entering Unmasked Estep 
Score: -28655196.000000 Penalty: 6132.391113
	Iteration 70Q: 3 clusters Score -2.86552e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 223199 members 
Entering Unmasked Estep 
Score: -28655354.000000 Penalty: 6132.391113
	Iteration 71Q: 3 clusters Score -2.865535e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 223353 members 
Entering Unmasked Estep 
Score: -28655380.000000 Penalty: 6132.391113
	Iteration 72Q: 3 clusters Score -2.865538e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 223500 members 
Entering Unmasked Estep 
Score: -28655394.000000 Penalty: 6132.391113
	Iteration 73Q: 3 clusters Score -2.865539e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 223637 members 
Entering Unmasked Estep 
Score: -28655438.000000 Penalty: 6132.391113
	Iteration 74Q: 3 clusters Score -2.865544e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 223754 members 
Entering Unmasked Estep 
Score: -28655524.000000 Penalty: 6132.391113
	Iteration 75Q: 3 clusters Score -2.865552e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 223857 members 
Entering Unmasked Estep 
Score: -28655570.000000 Penalty: 6132.391113
	Iteration 76Q: 3 clusters Score -2.865557e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 223950 members 
Entering Unmasked Estep 
Score: -28655568.000000 Penalty: 6132.391113
	Iteration 77Q: 3 clusters Score -2.865557e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 224032 members 
Entering Unmasked Estep 
Score: -28655614.000000 Penalty: 6132.391113
	Iteration 78Q: 3 clusters Score -2.865561e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 224104 members 
Entering Unmasked Estep 
Score: -28655648.000000 Penalty: 6132.391113
	Iteration 79Q: 3 clusters Score -2.865565e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 224185 members 
Entering Unmasked Estep 
Score: -28655658.000000 Penalty: 6132.391113
	Iteration 80F: 3 clusters Score -2.865566e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 224248 members 
Entering Unmasked Estep 
Score: -28655676.000000 Penalty: 6132.391113
	Iteration 81Q: 3 clusters Score -2.865568e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 224304 members 
Entering Unmasked Estep 
Score: -28655688.000000 Penalty: 6132.391113
	Iteration 82Q: 3 clusters Score -2.865569e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 224348 members 
Entering Unmasked Estep 
Score: -28655698.000000 Penalty: 6132.391113
	Iteration 83Q: 3 clusters Score -2.86557e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 224397 members 
Entering Unmasked Estep 
Score: -28655714.000000 Penalty: 6132.391113
	Iteration 84Q: 3 clusters Score -2.865571e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 224448 members 
Entering Unmasked Estep 
Score: -28655718.000000 Penalty: 6132.391113
	Iteration 85Q: 3 clusters Score -2.865572e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 224488 members 
Entering Unmasked Estep 
Score: -28655746.000000 Penalty: 6132.391113
	Iteration 86Q: 3 clusters Score -2.865575e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 224519 members 
Entering Unmasked Estep 
Score: -28655770.000000 Penalty: 6132.391113
	Iteration 87Q: 3 clusters Score -2.865577e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 224557 members 
Entering Unmasked Estep 
Score: -28655820.000000 Penalty: 6132.391113
	Iteration 88Q: 3 clusters Score -2.865582e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 224604 members 
Entering Unmasked Estep 
Score: -28655844.000000 Penalty: 6132.391113
	Iteration 89Q: 3 clusters Score -2.865584e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 224642 members 
Entering Unmasked Estep 
Score: -28655844.000000 Penalty: 6132.391113
	Iteration 90Q: 3 clusters Score -2.865584e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 224671 members 
Entering Unmasked Estep 
Score: -28655816.000000 Penalty: 6132.391113
	Iteration 91Q: 3 clusters Score -2.865582e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 224700 members 
Entering Unmasked Estep 
Score: -28655842.000000 Penalty: 6132.391113
	Iteration 92Q: 3 clusters Score -2.865584e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 224723 members 
Entering Unmasked Estep 
Score: -28655844.000000 Penalty: 6132.391113
	Iteration 93Q: 3 clusters Score -2.865584e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 224747 members 
Entering Unmasked Estep 
Score: -28655904.000000 Penalty: 6132.391113
	Iteration 94Q: 3 clusters Score -2.86559e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 224761 members 
Entering Unmasked Estep 
Score: -28655942.000000 Penalty: 6132.391113
	Iteration 95Q: 3 clusters Score -2.865594e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 224772 members 
Entering Unmasked Estep 
Score: -28655912.000000 Penalty: 6132.391113
	Iteration 96Q: 3 clusters Score -2.865591e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 224784 members 
Entering Unmasked Estep 
Score: -28655906.000000 Penalty: 6132.391113
	Iteration 97Q: 3 clusters Score -2.865591e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 224795 members 
Entering Unmasked Estep 
Score: -28655926.000000 Penalty: 6132.391113
	Iteration 98Q: 3 clusters Score -2.865593e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 224811 members 
Entering Unmasked Estep 
Score: -28655932.000000 Penalty: 6132.391113
	Iteration 99Q: 3 clusters Score -2.865593e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 224817 members 
Entering Unmasked Estep 
Score: -28655928.000000 Penalty: 6132.391113
	Iteration 100F: 3 clusters Score -2.865593e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 224827 members 
Entering Unmasked Estep 
Score: -28655930.000000 Penalty: 6132.391113
	Iteration 101Q: 3 clusters Score -2.865593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 224842 members 
Entering Unmasked Estep 
Score: -28655932.000000 Penalty: 6132.391113
	Iteration 102Q: 3 clusters Score -2.865593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 224862 members 
Entering Unmasked Estep 
Score: -28655950.000000 Penalty: 6132.391113
	Iteration 103Q: 3 clusters Score -2.865595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 224876 members 
Entering Unmasked Estep 
Score: -28655954.000000 Penalty: 6132.391113
	Iteration 104Q: 3 clusters Score -2.865595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 224884 members 
Entering Unmasked Estep 
Score: -28655962.000000 Penalty: 6132.391113
	Iteration 105Q: 3 clusters Score -2.865596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 224903 members 
Entering Unmasked Estep 
Score: -28655918.000000 Penalty: 6132.391113
	Iteration 106Q: 3 clusters Score -2.865592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 224914 members 
Entering Unmasked Estep 
Score: -28655964.000000 Penalty: 6132.391113
	Iteration 107Q: 3 clusters Score -2.865596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 224917 members 
Entering Unmasked Estep 
Score: -28655972.000000 Penalty: 6132.391113
	Iteration 108Q: 3 clusters Score -2.865597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 224924 members 
Entering Unmasked Estep 
Score: -28655988.000000 Penalty: 6132.391113
	Iteration 109Q: 3 clusters Score -2.865599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 224938 members 
Entering Unmasked Estep 
Score: -28655988.000000 Penalty: 6132.391113
	Iteration 110Q: 3 clusters Score -2.865599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 224941 members 
Entering Unmasked Estep 
Score: -28656000.000000 Penalty: 6132.391113
	Iteration 111Q: 3 clusters Score -2.8656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 224943 members 
Entering Unmasked Estep 
Score: -28656018.000000 Penalty: 6132.391113
	Iteration 112Q: 3 clusters Score -2.865602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 224944 members 
Entering Unmasked Estep 
Score: -28656028.000000 Penalty: 6132.391113
	Iteration 113Q: 3 clusters Score -2.865603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 224947 members 
Entering Unmasked Estep 
Score: -28656036.000000 Penalty: 6132.391113
	Iteration 114Q: 3 clusters Score -2.865604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 224947 members 
Entering Unmasked Estep 
Score: -28656022.000000 Penalty: 6132.391113
	Iteration 115Q: 3 clusters Score -2.865602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 224954 members 
Entering Unmasked Estep 
Score: -28656014.000000 Penalty: 6132.391113
	Iteration 116Q: 3 clusters Score -2.865601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 224954 members 
Entering Unmasked Estep 
Score: -28656030.000000 Penalty: 6132.391113
	Iteration 117Q: 3 clusters Score -2.865603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 224957 members 
Entering Unmasked Estep 
Score: -28656036.000000 Penalty: 6132.391113
	Iteration 118Q: 3 clusters Score -2.865604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 224963 members 
Entering Unmasked Estep 
Score: -28656022.000000 Penalty: 6132.391113
	Iteration 119Q: 3 clusters Score -2.865602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 224968 members 
Entering Unmasked Estep 
Score: -28655998.000000 Penalty: 6132.391113
	Iteration 120F: 3 clusters Score -2.8656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 224975 members 
Entering Unmasked Estep 
Score: -28656000.000000 Penalty: 6132.391113
	Iteration 121Q: 3 clusters Score -2.8656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 224982 members 
Entering Unmasked Estep 
Score: -28656004.000000 Penalty: 6132.391113
	Iteration 122Q: 3 clusters Score -2.8656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 224988 members 
Entering Unmasked Estep 
Score: -28655990.000000 Penalty: 6132.391113
	Iteration 123Q: 3 clusters Score -2.865599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 224990 members 
Entering Unmasked Estep 
Score: -28656006.000000 Penalty: 6132.391113
	Iteration 124Q: 3 clusters Score -2.865601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 224994 members 
Entering Unmasked Estep 
Score: -28656012.000000 Penalty: 6132.391113
	Iteration 125Q: 3 clusters Score -2.865601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 225004 members 
Entering Unmasked Estep 
Score: -28656012.000000 Penalty: 6132.391113
	Iteration 126Q: 3 clusters Score -2.865601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 225010 members 
Entering Unmasked Estep 
Score: -28656020.000000 Penalty: 6132.391113
	Iteration 127Q: 3 clusters Score -2.865602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 225014 members 
Entering Unmasked Estep 
Score: -28656002.000000 Penalty: 6132.391113
	Iteration 128Q: 3 clusters Score -2.8656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 225011 members 
Entering Unmasked Estep 
Score: -28655996.000000 Penalty: 6132.391113
	Iteration 129Q: 3 clusters Score -2.8656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 225010 members 
Entering Unmasked Estep 
Score: -28655988.000000 Penalty: 6132.391113
	Iteration 130Q: 3 clusters Score -2.865599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 225015 members 
Entering Unmasked Estep 
Score: -28655990.000000 Penalty: 6132.391113
	Iteration 131Q: 3 clusters Score -2.865599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 225018 members 
Entering Unmasked Estep 
Score: -28655994.000000 Penalty: 6132.391113
	Iteration 132Q: 3 clusters Score -2.865599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 225025 members 
Entering Unmasked Estep 
Score: -28655980.000000 Penalty: 6132.391113
	Iteration 133Q: 3 clusters Score -2.865598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 225035 members 
Entering Unmasked Estep 
Score: -28655998.000000 Penalty: 6132.391113
	Iteration 134Q: 3 clusters Score -2.8656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 225037 members 
Entering Unmasked Estep 
Score: -28655988.000000 Penalty: 6132.391113
	Iteration 135Q: 3 clusters Score -2.865599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 225041 members 
Entering Unmasked Estep 
Score: -28655972.000000 Penalty: 6132.391113
	Iteration 136Q: 3 clusters Score -2.865597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 225044 members 
Entering Unmasked Estep 
Score: -28655966.000000 Penalty: 6132.391113
	Iteration 137Q: 3 clusters Score -2.865597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 225049 members 
Entering Unmasked Estep 
Score: -28655972.000000 Penalty: 6132.391113
	Iteration 138Q: 3 clusters Score -2.865597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 225051 members 
Entering Unmasked Estep 
Score: -28655966.000000 Penalty: 6132.391113
	Iteration 139Q: 3 clusters Score -2.865597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 225054 members 
Entering Unmasked Estep 
Score: -28655972.000000 Penalty: 6132.391113
	Iteration 140F: 3 clusters Score -2.865597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 225059 members 
Entering Unmasked Estep 
Score: -28655968.000000 Penalty: 6132.391113
	Iteration 141Q: 3 clusters Score -2.865597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 225058 members 
Entering Unmasked Estep 
Score: -28655980.000000 Penalty: 6132.391113
	Iteration 142Q: 3 clusters Score -2.865598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 225059 members 
Entering Unmasked Estep 
Score: -28655980.000000 Penalty: 6132.391113
	Iteration 143Q: 3 clusters Score -2.865598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 225060 members 
Entering Unmasked Estep 
Score: -28655982.000000 Penalty: 6132.391113
	Iteration 144Q: 3 clusters Score -2.865598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 225062 members 
Entering Unmasked Estep 
Score: -28655962.000000 Penalty: 6132.391113
	Iteration 145Q: 3 clusters Score -2.865596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 225064 members 
Entering Unmasked Estep 
Score: -28655970.000000 Penalty: 6132.391113
	Iteration 146Q: 3 clusters Score -2.865597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 225065 members 
Entering Unmasked Estep 
Score: -28655966.000000 Penalty: 6132.391113
	Iteration 147Q: 3 clusters Score -2.865597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 225065 members 
Entering Unmasked Estep 
Score: -28655966.000000 Penalty: 6132.391113
	Iteration 148F: 3 clusters Score -2.865597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Entering Unmasked Estep 
Score: -11120308.000000 Penalty: 2831.008545
	Iteration 0F: 2 clusters Score -1.112031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -11059681.000000 Penalty: 5662.017090
	Iteration 0F: 3 clusters Score -1.105968e+07 nChanged 42550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -11084148.000000 Penalty: 5662.017090
	Iteration 1F: 3 clusters Score -1.108415e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -11085059.000000 Penalty: 5662.017090
	Iteration 2Q: 3 clusters Score -1.108506e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -11086412.000000 Penalty: 5662.017090
	Iteration 3Q: 3 clusters Score -1.108641e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -11088630.000000 Penalty: 5662.017090
	Iteration 4F: 3 clusters Score -1.108863e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -11092477.000000 Penalty: 5662.017090
	Iteration 5F: 3 clusters Score -1.109248e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -11097957.000000 Penalty: 5662.017090
	Iteration 6F: 3 clusters Score -1.109796e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74087 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -11103861.000000 Penalty: 5662.017090
	Iteration 7F: 3 clusters Score -1.110386e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -11108814.000000 Penalty: 5662.017090
	Iteration 8F: 3 clusters Score -1.110881e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -11112489.000000 Penalty: 5662.017090
	Iteration 9Q: 3 clusters Score -1.111249e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -11114932.000000 Penalty: 5662.017090
	Iteration 10Q: 3 clusters Score -1.111493e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -11116309.000000 Penalty: 5662.017090
	Iteration 11Q: 3 clusters Score -1.111631e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89202 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11116961.000000 Penalty: 5662.017090
	Iteration 12Q: 3 clusters Score -1.111696e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89642 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11117363.000000 Penalty: 5662.017090
	Iteration 13Q: 3 clusters Score -1.111736e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11117553.000000 Penalty: 5662.017090
	Iteration 14Q: 3 clusters Score -1.111755e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11117633.000000 Penalty: 5662.017090
	Iteration 15Q: 3 clusters Score -1.111763e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90044 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11117707.000000 Penalty: 5662.017090
	Iteration 16Q: 3 clusters Score -1.111771e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11117761.000000 Penalty: 5662.017090
	Iteration 17Q: 3 clusters Score -1.111776e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90114 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -11117814.000000 Penalty: 5662.017090
	Iteration 18Q: 3 clusters Score -1.111781e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11117833.000000 Penalty: 5662.017090
	Iteration 19Q: 3 clusters Score -1.111783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11117839.000000 Penalty: 5662.017090
	Iteration 20F: 3 clusters Score -1.111784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11117847.000000 Penalty: 5662.017090
	Iteration 21Q: 3 clusters Score -1.111785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11117847.000000 Penalty: 5662.017090
	Iteration 22Q: 3 clusters Score -1.111785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90151 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -11117855.000000 Penalty: 5662.017090
	Iteration 23Q: 3 clusters Score -1.111786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90155 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -11117866.000000 Penalty: 5662.017090
	Iteration 24Q: 3 clusters Score -1.111787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11117877.000000 Penalty: 5662.017090
	Iteration 25Q: 3 clusters Score -1.111788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90164 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11117867.000000 Penalty: 5662.017090
	Iteration 26Q: 3 clusters Score -1.111787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11117875.000000 Penalty: 5662.017090
	Iteration 27Q: 3 clusters Score -1.111788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11117879.000000 Penalty: 5662.017090
	Iteration 28Q: 3 clusters Score -1.111788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90167 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11117880.000000 Penalty: 5662.017090
	Iteration 29Q: 3 clusters Score -1.111788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11117874.000000 Penalty: 5662.017090
	Iteration 30Q: 3 clusters Score -1.111787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11117882.000000 Penalty: 5662.017090
	Iteration 31Q: 3 clusters Score -1.111788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -11117886.000000 Penalty: 5662.017090
	Iteration 32Q: 3 clusters Score -1.111789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -11117885.000000 Penalty: 5662.017090
	Iteration 33Q: 3 clusters Score -1.111788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11117887.000000 Penalty: 5662.017090
	Iteration 34Q: 3 clusters Score -1.111789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11117887.000000 Penalty: 5662.017090
	Iteration 35F: 3 clusters Score -1.111789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Entering Unmasked Estep 
Score: -455544.312500 Penalty: 2047.509888
	Iteration 0F: 2 clusters Score -455544.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -451751.406250 Penalty: 4095.019775
	Iteration 0F: 3 clusters Score -451751.4 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -452757.375000 Penalty: 4095.019775
	Iteration 1F: 3 clusters Score -452757.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -453327.875000 Penalty: 4095.019775
	Iteration 2F: 3 clusters Score -453327.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -453980.281250 Penalty: 4095.019775
	Iteration 3F: 3 clusters Score -453980.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -454514.156250 Penalty: 4095.019775
	Iteration 4F: 3 clusters Score -454514.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -454870.625000 Penalty: 4095.019775
	Iteration 5F: 3 clusters Score -454870.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -455061.093750 Penalty: 4095.019775
	Iteration 6Q: 3 clusters Score -455061.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -455149.343750 Penalty: 4095.019775
	Iteration 7Q: 3 clusters Score -455149.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -455206.656250 Penalty: 4095.019775
	Iteration 8Q: 3 clusters Score -455206.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -455251.625000 Penalty: 4095.019775
	Iteration 9Q: 3 clusters Score -455251.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -455285.906250 Penalty: 4095.019775
	Iteration 10Q: 3 clusters Score -455285.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -455314.687500 Penalty: 4095.019775
	Iteration 11Q: 3 clusters Score -455314.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -455345.687500 Penalty: 4095.019775
	Iteration 12Q: 3 clusters Score -455345.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -455377.437500 Penalty: 4095.019775
	Iteration 13Q: 3 clusters Score -455377.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -455407.687500 Penalty: 4095.019775
	Iteration 14Q: 3 clusters Score -455407.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -455426.531250 Penalty: 4095.019775
	Iteration 15Q: 3 clusters Score -455426.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -455448.062500 Penalty: 4095.019775
	Iteration 16Q: 3 clusters Score -455448.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -455467.406250 Penalty: 4095.019775
	Iteration 17Q: 3 clusters Score -455467.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -455490.687500 Penalty: 4095.019775
	Iteration 18Q: 3 clusters Score -455490.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -455509.937500 Penalty: 4095.019775
	Iteration 19Q: 3 clusters Score -455509.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -455539.781250 Penalty: 4095.019775
	Iteration 20F: 3 clusters Score -455539.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -455589.562500 Penalty: 4095.019775
	Iteration 21Q: 3 clusters Score -455589.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -455670.406250 Penalty: 4095.019775
	Iteration 22Q: 3 clusters Score -455670.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -455768.968750 Penalty: 4095.019775
	Iteration 23Q: 3 clusters Score -455769 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -455833.250000 Penalty: 4095.019775
	Iteration 24Q: 3 clusters Score -455833.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -455873.343750 Penalty: 4095.019775
	Iteration 25Q: 3 clusters Score -455873.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -455899.437500 Penalty: 4095.019775
	Iteration 26Q: 3 clusters Score -455899.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -455912.031250 Penalty: 4095.019775
	Iteration 27Q: 3 clusters Score -455912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -455920.500000 Penalty: 4095.019775
	Iteration 28Q: 3 clusters Score -455920.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -455923.625000 Penalty: 4095.019775
	Iteration 29Q: 3 clusters Score -455923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -455926.500000 Penalty: 4095.019775
	Iteration 30Q: 3 clusters Score -455926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -455928.250000 Penalty: 4095.019775
	Iteration 31Q: 3 clusters Score -455928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -455929.062500 Penalty: 4095.019775
	Iteration 32Q: 3 clusters Score -455929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -455930.031250 Penalty: 4095.019775
	Iteration 33Q: 3 clusters Score -455930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -455930.031250 Penalty: 4095.019775
	Iteration 34F: 3 clusters Score -455930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 234144 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 18442 members 
Mstep: Class 6 contains 78008 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10749 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 95514 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15534 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21393 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3786 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2510 members 
Mstep: Class 46 contains 2206 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4407 members 
Mstep: Class 50 contains 6701 members 
Mstep: Class 51 contains 2220 members 
Mstep: Class 52 contains 17766 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5798 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5434 members 
Mstep: Class 67 contains 10664 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2759 members 
Mstep: Class 70 contains 1695 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2233 members 
Mstep: Class 73 contains 2121 members 
Mstep: Class 74 contains 3253 members 
Mstep: Class 75 contains 1345 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5554 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7795 members 
Mstep: Class 81 contains 361 members 
Mstep: Class 82 contains 1818 members 
Entering Unmasked Estep 
Score: -154535728.000000 Penalty: 286492.562500
Splitting cluster 4 changes total score from -154536688.000000 to -154535728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (18442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Entering Unmasked Estep 
Score: -2257453.750000 Penalty: 2435.951660
	Iteration 0F: 2 clusters Score -2257454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2244423.250000 Penalty: 4871.903320
	Iteration 0F: 3 clusters Score -2244423 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2248650.500000 Penalty: 4871.903320
	Iteration 1F: 3 clusters Score -2248650 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2249062.250000 Penalty: 4871.903320
	Iteration 2F: 3 clusters Score -2249062 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2249446.250000 Penalty: 4871.903320
	Iteration 3F: 3 clusters Score -2249446 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2249809.500000 Penalty: 4871.903320
	Iteration 4Q: 3 clusters Score -2249810 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2250179.000000 Penalty: 4871.903320
	Iteration 5Q: 3 clusters Score -2250179 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2250634.000000 Penalty: 4871.903320
	Iteration 6Q: 3 clusters Score -2250634 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2251206.500000 Penalty: 4871.903320
	Iteration 7Q: 3 clusters Score -2251206 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2251808.000000 Penalty: 4871.903320
	Iteration 8F: 3 clusters Score -2251808 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2252465.500000 Penalty: 4871.903320
	Iteration 9F: 3 clusters Score -2252466 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2253126.500000 Penalty: 4871.903320
	Iteration 10Q: 3 clusters Score -2253126 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2253794.500000 Penalty: 4871.903320
	Iteration 11Q: 3 clusters Score -2253794 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2254336.250000 Penalty: 4871.903320
	Iteration 12Q: 3 clusters Score -2254336 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2254725.250000 Penalty: 4871.903320
	Iteration 13Q: 3 clusters Score -2254725 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2254971.000000 Penalty: 4871.903320
	Iteration 14Q: 3 clusters Score -2254971 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2255117.250000 Penalty: 4871.903320
	Iteration 15Q: 3 clusters Score -2255117 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2255196.000000 Penalty: 4871.903320
	Iteration 16Q: 3 clusters Score -2255196 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2255257.250000 Penalty: 4871.903320
	Iteration 17Q: 3 clusters Score -2255257 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2255310.500000 Penalty: 4871.903320
	Iteration 18Q: 3 clusters Score -2255310 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2255348.500000 Penalty: 4871.903320
	Iteration 19Q: 3 clusters Score -2255348 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2255384.000000 Penalty: 4871.903320
	Iteration 20F: 3 clusters Score -2255384 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2255415.000000 Penalty: 4871.903320
	Iteration 21Q: 3 clusters Score -2255415 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2255439.250000 Penalty: 4871.903320
	Iteration 22Q: 3 clusters Score -2255439 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2255459.250000 Penalty: 4871.903320
	Iteration 23Q: 3 clusters Score -2255459 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2255476.500000 Penalty: 4871.903320
	Iteration 24Q: 3 clusters Score -2255476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2255494.500000 Penalty: 4871.903320
	Iteration 25Q: 3 clusters Score -2255494 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2255514.250000 Penalty: 4871.903320
	Iteration 26Q: 3 clusters Score -2255514 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2255522.000000 Penalty: 4871.903320
	Iteration 27Q: 3 clusters Score -2255522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2255529.000000 Penalty: 4871.903320
	Iteration 28Q: 3 clusters Score -2255529 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2255542.500000 Penalty: 4871.903320
	Iteration 29Q: 3 clusters Score -2255542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2255547.750000 Penalty: 4871.903320
	Iteration 30Q: 3 clusters Score -2255548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2255554.750000 Penalty: 4871.903320
	Iteration 31Q: 3 clusters Score -2255555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2255567.000000 Penalty: 4871.903320
	Iteration 32Q: 3 clusters Score -2255567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2255572.500000 Penalty: 4871.903320
	Iteration 33Q: 3 clusters Score -2255572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2255573.250000 Penalty: 4871.903320
	Iteration 34Q: 3 clusters Score -2255573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2255579.000000 Penalty: 4871.903320
	Iteration 35Q: 3 clusters Score -2255579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2255593.750000 Penalty: 4871.903320
	Iteration 36Q: 3 clusters Score -2255594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2255597.500000 Penalty: 4871.903320
	Iteration 37Q: 3 clusters Score -2255598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2255609.250000 Penalty: 4871.903320
	Iteration 38Q: 3 clusters Score -2255609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2255620.250000 Penalty: 4871.903320
	Iteration 39Q: 3 clusters Score -2255620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2255621.500000 Penalty: 4871.903320
	Iteration 40F: 3 clusters Score -2255622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2255627.250000 Penalty: 4871.903320
	Iteration 41Q: 3 clusters Score -2255627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2255630.500000 Penalty: 4871.903320
	Iteration 42Q: 3 clusters Score -2255630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2255628.750000 Penalty: 4871.903320
	Iteration 43Q: 3 clusters Score -2255629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2255635.750000 Penalty: 4871.903320
	Iteration 44Q: 3 clusters Score -2255636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2255632.750000 Penalty: 4871.903320
	Iteration 45Q: 3 clusters Score -2255633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2255634.250000 Penalty: 4871.903320
	Iteration 46Q: 3 clusters Score -2255634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2255635.500000 Penalty: 4871.903320
	Iteration 47Q: 3 clusters Score -2255636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2255637.750000 Penalty: 4871.903320
	Iteration 48Q: 3 clusters Score -2255638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2255636.250000 Penalty: 4871.903320
	Iteration 49Q: 3 clusters Score -2255636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2255636.750000 Penalty: 4871.903320
	Iteration 50Q: 3 clusters Score -2255637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2255638.500000 Penalty: 4871.903320
	Iteration 51Q: 3 clusters Score -2255638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2255637.000000 Penalty: 4871.903320
	Iteration 52Q: 3 clusters Score -2255637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2255638.000000 Penalty: 4871.903320
	Iteration 53Q: 3 clusters Score -2255638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2255638.000000 Penalty: 4871.903320
	Iteration 54Q: 3 clusters Score -2255638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2255642.000000 Penalty: 4871.903320
	Iteration 55Q: 3 clusters Score -2255642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2255641.500000 Penalty: 4871.903320
	Iteration 56Q: 3 clusters Score -2255642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2255642.500000 Penalty: 4871.903320
	Iteration 57Q: 3 clusters Score -2255642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2255643.500000 Penalty: 4871.903320
	Iteration 58Q: 3 clusters Score -2255644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2255642.250000 Penalty: 4871.903320
	Iteration 59Q: 3 clusters Score -2255642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2255644.500000 Penalty: 4871.903320
	Iteration 60F: 3 clusters Score -2255644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2255644.750000 Penalty: 4871.903320
	Iteration 61Q: 3 clusters Score -2255645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2255646.750000 Penalty: 4871.903320
	Iteration 62Q: 3 clusters Score -2255647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2255654.500000 Penalty: 4871.903320
	Iteration 63Q: 3 clusters Score -2255654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2255653.750000 Penalty: 4871.903320
	Iteration 64Q: 3 clusters Score -2255654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2255652.500000 Penalty: 4871.903320
	Iteration 65Q: 3 clusters Score -2255652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2255654.000000 Penalty: 4871.903320
	Iteration 66Q: 3 clusters Score -2255654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2255658.750000 Penalty: 4871.903320
	Iteration 67Q: 3 clusters Score -2255659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2255661.000000 Penalty: 4871.903320
	Iteration 68Q: 3 clusters Score -2255661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2255667.250000 Penalty: 4871.903320
	Iteration 69Q: 3 clusters Score -2255667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2255665.000000 Penalty: 4871.903320
	Iteration 70Q: 3 clusters Score -2255665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2255665.000000 Penalty: 4871.903320
	Iteration 71Q: 3 clusters Score -2255665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2255663.000000 Penalty: 4871.903320
	Iteration 72Q: 3 clusters Score -2255663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2255666.250000 Penalty: 4871.903320
	Iteration 73Q: 3 clusters Score -2255666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2255664.250000 Penalty: 4871.903320
	Iteration 74Q: 3 clusters Score -2255664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2255664.000000 Penalty: 4871.903320
	Iteration 75Q: 3 clusters Score -2255664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2255664.000000 Penalty: 4871.903320
	Iteration 76F: 3 clusters Score -2255664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Entering Unmasked Estep 
Score: -8786682.000000 Penalty: 2793.612549
	Iteration 0F: 2 clusters Score -8786682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -8734469.000000 Penalty: 5587.225098
	Iteration 0F: 3 clusters Score -8734469 nChanged 36552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -8755048.000000 Penalty: 5587.225098
	Iteration 1F: 3 clusters Score -8755048 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -8755996.000000 Penalty: 5587.225098
	Iteration 2Q: 3 clusters Score -8755996 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -8757448.000000 Penalty: 5587.225098
	Iteration 3Q: 3 clusters Score -8757448 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -8759580.000000 Penalty: 5587.225098
	Iteration 4F: 3 clusters Score -8759580 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -8762761.000000 Penalty: 5587.225098
	Iteration 5F: 3 clusters Score -8762761 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -8766946.000000 Penalty: 5587.225098
	Iteration 6F: 3 clusters Score -8766946 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -8771816.000000 Penalty: 5587.225098
	Iteration 7F: 3 clusters Score -8771816 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -8776106.000000 Penalty: 5587.225098
	Iteration 8F: 3 clusters Score -8776106 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -8779222.000000 Penalty: 5587.225098
	Iteration 9Q: 3 clusters Score -8779222 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -8781213.000000 Penalty: 5587.225098
	Iteration 10Q: 3 clusters Score -8781213 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72378 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -8782441.000000 Penalty: 5587.225098
	Iteration 11Q: 3 clusters Score -8782441 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -8783145.000000 Penalty: 5587.225098
	Iteration 12Q: 3 clusters Score -8783145 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -8783598.000000 Penalty: 5587.225098
	Iteration 13Q: 3 clusters Score -8783598 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -8783950.000000 Penalty: 5587.225098
	Iteration 14Q: 3 clusters Score -8783950 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -8784171.000000 Penalty: 5587.225098
	Iteration 15Q: 3 clusters Score -8784171 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74989 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -8784366.000000 Penalty: 5587.225098
	Iteration 16Q: 3 clusters Score -8784366 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -8784504.000000 Penalty: 5587.225098
	Iteration 17Q: 3 clusters Score -8784504 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8784624.000000 Penalty: 5587.225098
	Iteration 18Q: 3 clusters Score -8784624 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75530 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8784690.000000 Penalty: 5587.225098
	Iteration 19Q: 3 clusters Score -8784690 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8784722.000000 Penalty: 5587.225098
	Iteration 20F: 3 clusters Score -8784722 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8784752.000000 Penalty: 5587.225098
	Iteration 21Q: 3 clusters Score -8784752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8784795.000000 Penalty: 5587.225098
	Iteration 22Q: 3 clusters Score -8784795 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8784814.000000 Penalty: 5587.225098
	Iteration 23Q: 3 clusters Score -8784814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75836 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -8784815.000000 Penalty: 5587.225098
	Iteration 24Q: 3 clusters Score -8784815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8784799.000000 Penalty: 5587.225098
	Iteration 25Q: 3 clusters Score -8784799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8784797.000000 Penalty: 5587.225098
	Iteration 26Q: 3 clusters Score -8784797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8784814.000000 Penalty: 5587.225098
	Iteration 27Q: 3 clusters Score -8784814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8784822.000000 Penalty: 5587.225098
	Iteration 28Q: 3 clusters Score -8784822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75970 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8784818.000000 Penalty: 5587.225098
	Iteration 29Q: 3 clusters Score -8784818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8784812.000000 Penalty: 5587.225098
	Iteration 30Q: 3 clusters Score -8784812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75995 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -8784814.000000 Penalty: 5587.225098
	Iteration 31Q: 3 clusters Score -8784814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -8784824.000000 Penalty: 5587.225098
	Iteration 32Q: 3 clusters Score -8784824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8784831.000000 Penalty: 5587.225098
	Iteration 33Q: 3 clusters Score -8784831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8784837.000000 Penalty: 5587.225098
	Iteration 34Q: 3 clusters Score -8784837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8784837.000000 Penalty: 5587.225098
	Iteration 35Q: 3 clusters Score -8784837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -8784833.000000 Penalty: 5587.225098
	Iteration 36Q: 3 clusters Score -8784833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76060 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8784835.000000 Penalty: 5587.225098
	Iteration 37Q: 3 clusters Score -8784835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8784842.000000 Penalty: 5587.225098
	Iteration 38Q: 3 clusters Score -8784842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76078 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8784838.000000 Penalty: 5587.225098
	Iteration 39Q: 3 clusters Score -8784838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76086 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8784847.000000 Penalty: 5587.225098
	Iteration 40F: 3 clusters Score -8784847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8784847.000000 Penalty: 5587.225098
	Iteration 41Q: 3 clusters Score -8784847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8784849.000000 Penalty: 5587.225098
	Iteration 42Q: 3 clusters Score -8784849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8784836.000000 Penalty: 5587.225098
	Iteration 43Q: 3 clusters Score -8784836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8784840.000000 Penalty: 5587.225098
	Iteration 44Q: 3 clusters Score -8784840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8784847.000000 Penalty: 5587.225098
	Iteration 45Q: 3 clusters Score -8784847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76095 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8784847.000000 Penalty: 5587.225098
	Iteration 46Q: 3 clusters Score -8784847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8784844.000000 Penalty: 5587.225098
	Iteration 47Q: 3 clusters Score -8784844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8784839.000000 Penalty: 5587.225098
	Iteration 48Q: 3 clusters Score -8784839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8784839.000000 Penalty: 5587.225098
	Iteration 49F: 3 clusters Score -8784839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -127024.617188 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -127024.6 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 441 members 
Entering Unmasked Estep 
Score: -125220.320312 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -125220.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -125789.187500 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -125789.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -126393.570312 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -126393.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -126763.359375 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -126763.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -127153.843750 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -127153.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -127412.773438 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -127412.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -127549.867188 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -127549.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -127594.460938 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -127594.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -127618.257812 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -127618.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -127640.062500 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -127640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -127643.640625 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -127643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -127643.640625 Penalty: 3360.014893
	Iteration 11F: 3 clusters Score -127643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 234144 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18442 members 
Mstep: Class 6 contains 78008 members 
Mstep: Class 7 contains 251 members 
Mstep: Class 8 contains 10749 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 95514 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15534 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21393 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3786 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2510 members 
Mstep: Class 46 contains 2206 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4407 members 
Mstep: Class 50 contains 6701 members 
Mstep: Class 51 contains 2220 members 
Mstep: Class 52 contains 17766 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5798 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5434 members 
Mstep: Class 67 contains 10664 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2759 members 
Mstep: Class 70 contains 1695 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2233 members 
Mstep: Class 73 contains 2121 members 
Mstep: Class 74 contains 3253 members 
Mstep: Class 75 contains 1345 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5554 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7795 members 
Mstep: Class 81 contains 361 members 
Mstep: Class 82 contains 624 members 
Entering Unmasked Estep 
Score: -154535168.000000 Penalty: 286492.562500
Splitting cluster 7 changes total score from -154536688.000000 to -154535168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Entering Unmasked Estep 
Score: -1292634.125000 Penalty: 2302.076904
	Iteration 0F: 2 clusters Score -1292634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1284645.750000 Penalty: 4604.153809
	Iteration 0F: 3 clusters Score -1284646 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1287342.125000 Penalty: 4604.153809
	Iteration 1F: 3 clusters Score -1287342 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1288073.750000 Penalty: 4604.153809
	Iteration 2F: 3 clusters Score -1288074 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1288839.500000 Penalty: 4604.153809
	Iteration 3F: 3 clusters Score -1288840 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1289523.250000 Penalty: 4604.153809
	Iteration 4F: 3 clusters Score -1289523 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1290058.125000 Penalty: 4604.153809
	Iteration 5F: 3 clusters Score -1290058 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1290420.250000 Penalty: 4604.153809
	Iteration 6Q: 3 clusters Score -1290420 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1290723.750000 Penalty: 4604.153809
	Iteration 7Q: 3 clusters Score -1290724 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1291004.750000 Penalty: 4604.153809
	Iteration 8Q: 3 clusters Score -1291005 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1291256.125000 Penalty: 4604.153809
	Iteration 9Q: 3 clusters Score -1291256 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1291461.250000 Penalty: 4604.153809
	Iteration 10Q: 3 clusters Score -1291461 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1291617.500000 Penalty: 4604.153809
	Iteration 11Q: 3 clusters Score -1291618 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1291718.250000 Penalty: 4604.153809
	Iteration 12Q: 3 clusters Score -1291718 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1291760.625000 Penalty: 4604.153809
	Iteration 13Q: 3 clusters Score -1291761 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1291787.125000 Penalty: 4604.153809
	Iteration 14Q: 3 clusters Score -1291787 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1291801.250000 Penalty: 4604.153809
	Iteration 15Q: 3 clusters Score -1291801 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1291812.625000 Penalty: 4604.153809
	Iteration 16Q: 3 clusters Score -1291813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1291824.375000 Penalty: 4604.153809
	Iteration 17Q: 3 clusters Score -1291824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1291828.875000 Penalty: 4604.153809
	Iteration 18Q: 3 clusters Score -1291829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1291828.875000 Penalty: 4604.153809
	Iteration 19Q: 3 clusters Score -1291829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1291833.750000 Penalty: 4604.153809
	Iteration 20F: 3 clusters Score -1291834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1291836.125000 Penalty: 4604.153809
	Iteration 21Q: 3 clusters Score -1291836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1291835.000000 Penalty: 4604.153809
	Iteration 22Q: 3 clusters Score -1291835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1291834.000000 Penalty: 4604.153809
	Iteration 23Q: 3 clusters Score -1291834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1291835.125000 Penalty: 4604.153809
	Iteration 24Q: 3 clusters Score -1291835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1291835.375000 Penalty: 4604.153809
	Iteration 25Q: 3 clusters Score -1291835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1291837.750000 Penalty: 4604.153809
	Iteration 26Q: 3 clusters Score -1291838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1291834.625000 Penalty: 4604.153809
	Iteration 27Q: 3 clusters Score -1291835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1291832.750000 Penalty: 4604.153809
	Iteration 28Q: 3 clusters Score -1291833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1291832.875000 Penalty: 4604.153809
	Iteration 29Q: 3 clusters Score -1291833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1291831.250000 Penalty: 4604.153809
	Iteration 30Q: 3 clusters Score -1291831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1291834.250000 Penalty: 4604.153809
	Iteration 31Q: 3 clusters Score -1291834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1291832.750000 Penalty: 4604.153809
	Iteration 32Q: 3 clusters Score -1291833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1291832.875000 Penalty: 4604.153809
	Iteration 33Q: 3 clusters Score -1291833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1291832.875000 Penalty: 4604.153809
	Iteration 34F: 3 clusters Score -1291833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Entering Unmasked Estep 
Score: -384524.718750 Penalty: 2008.840088
	Iteration 0F: 2 clusters Score -384524.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -381103.375000 Penalty: 4017.680176
	Iteration 0F: 3 clusters Score -381103.4 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -381931.750000 Penalty: 4017.680176
	Iteration 1F: 3 clusters Score -381931.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -382157.625000 Penalty: 4017.680176
	Iteration 2F: 3 clusters Score -382157.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -382349.312500 Penalty: 4017.680176
	Iteration 3F: 3 clusters Score -382349.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -382543.875000 Penalty: 4017.680176
	Iteration 4F: 3 clusters Score -382543.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -382678.562500 Penalty: 4017.680176
	Iteration 5Q: 3 clusters Score -382678.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -382798.781250 Penalty: 4017.680176
	Iteration 6Q: 3 clusters Score -382798.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -382885.968750 Penalty: 4017.680176
	Iteration 7Q: 3 clusters Score -382886 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -382959.468750 Penalty: 4017.680176
	Iteration 8Q: 3 clusters Score -382959.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -383011.375000 Penalty: 4017.680176
	Iteration 9Q: 3 clusters Score -383011.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -383068.000000 Penalty: 4017.680176
	Iteration 10Q: 3 clusters Score -383068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -383129.625000 Penalty: 4017.680176
	Iteration 11Q: 3 clusters Score -383129.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -383183.125000 Penalty: 4017.680176
	Iteration 12Q: 3 clusters Score -383183.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -383217.343750 Penalty: 4017.680176
	Iteration 13Q: 3 clusters Score -383217.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -383243.406250 Penalty: 4017.680176
	Iteration 14Q: 3 clusters Score -383243.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -383262.250000 Penalty: 4017.680176
	Iteration 15Q: 3 clusters Score -383262.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -383280.750000 Penalty: 4017.680176
	Iteration 16Q: 3 clusters Score -383280.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -383300.875000 Penalty: 4017.680176
	Iteration 17Q: 3 clusters Score -383300.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -383324.968750 Penalty: 4017.680176
	Iteration 18Q: 3 clusters Score -383325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -383351.281250 Penalty: 4017.680176
	Iteration 19Q: 3 clusters Score -383351.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -383376.625000 Penalty: 4017.680176
	Iteration 20F: 3 clusters Score -383376.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -383412.093750 Penalty: 4017.680176
	Iteration 21Q: 3 clusters Score -383412.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -383463.437500 Penalty: 4017.680176
	Iteration 22Q: 3 clusters Score -383463.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -383526.406250 Penalty: 4017.680176
	Iteration 23Q: 3 clusters Score -383526.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -383600.031250 Penalty: 4017.680176
	Iteration 24Q: 3 clusters Score -383600 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -383736.687500 Penalty: 4017.680176
	Iteration 25Q: 3 clusters Score -383736.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -383961.156250 Penalty: 4017.680176
	Iteration 26Q: 3 clusters Score -383961.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -384146.406250 Penalty: 4017.680176
	Iteration 27Q: 3 clusters Score -384146.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -384237.093750 Penalty: 4017.680176
	Iteration 28Q: 3 clusters Score -384237.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -384270.781250 Penalty: 4017.680176
	Iteration 29Q: 3 clusters Score -384270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -384276.750000 Penalty: 4017.680176
	Iteration 30Q: 3 clusters Score -384276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -384277.500000 Penalty: 4017.680176
	Iteration 31Q: 3 clusters Score -384277.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -384277.468750 Penalty: 4017.680176
	Iteration 32Q: 3 clusters Score -384277.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -384277.468750 Penalty: 4017.680176
	Iteration 33F: 3 clusters Score -384277.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Entering Unmasked Estep 
Score: -698457.250000 Penalty: 2148.086670
	Iteration 0F: 2 clusters Score -698457.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -693476.500000 Penalty: 4296.173340
	Iteration 0F: 3 clusters Score -693476.5 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -694694.500000 Penalty: 4296.173340
	Iteration 1F: 3 clusters Score -694694.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -694895.375000 Penalty: 4296.173340
	Iteration 2F: 3 clusters Score -694895.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -695055.125000 Penalty: 4296.173340
	Iteration 3Q: 3 clusters Score -695055.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -695174.750000 Penalty: 4296.173340
	Iteration 4Q: 3 clusters Score -695174.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -695257.312500 Penalty: 4296.173340
	Iteration 5Q: 3 clusters Score -695257.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -695329.250000 Penalty: 4296.173340
	Iteration 6Q: 3 clusters Score -695329.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -695384.875000 Penalty: 4296.173340
	Iteration 7Q: 3 clusters Score -695384.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -695424.937500 Penalty: 4296.173340
	Iteration 8Q: 3 clusters Score -695424.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -695472.312500 Penalty: 4296.173340
	Iteration 9Q: 3 clusters Score -695472.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -695513.375000 Penalty: 4296.173340
	Iteration 10Q: 3 clusters Score -695513.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -695558.375000 Penalty: 4296.173340
	Iteration 11Q: 3 clusters Score -695558.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -695602.437500 Penalty: 4296.173340
	Iteration 12Q: 3 clusters Score -695602.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -695654.812500 Penalty: 4296.173340
	Iteration 13Q: 3 clusters Score -695654.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -695722.812500 Penalty: 4296.173340
	Iteration 14Q: 3 clusters Score -695722.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -695804.687500 Penalty: 4296.173340
	Iteration 15Q: 3 clusters Score -695804.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -695876.812500 Penalty: 4296.173340
	Iteration 16Q: 3 clusters Score -695876.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -695946.125000 Penalty: 4296.173340
	Iteration 17Q: 3 clusters Score -695946.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -696004.187500 Penalty: 4296.173340
	Iteration 18Q: 3 clusters Score -696004.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -696048.312500 Penalty: 4296.173340
	Iteration 19Q: 3 clusters Score -696048.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -696087.187500 Penalty: 4296.173340
	Iteration 20F: 3 clusters Score -696087.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -696127.312500 Penalty: 4296.173340
	Iteration 21Q: 3 clusters Score -696127.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -696160.187500 Penalty: 4296.173340
	Iteration 22Q: 3 clusters Score -696160.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -696185.625000 Penalty: 4296.173340
	Iteration 23Q: 3 clusters Score -696185.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -696203.062500 Penalty: 4296.173340
	Iteration 24Q: 3 clusters Score -696203.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -696227.312500 Penalty: 4296.173340
	Iteration 25Q: 3 clusters Score -696227.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -696246.437500 Penalty: 4296.173340
	Iteration 26Q: 3 clusters Score -696246.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -696264.500000 Penalty: 4296.173340
	Iteration 27Q: 3 clusters Score -696264.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -696278.937500 Penalty: 4296.173340
	Iteration 28Q: 3 clusters Score -696278.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -696295.250000 Penalty: 4296.173340
	Iteration 29Q: 3 clusters Score -696295.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -696314.937500 Penalty: 4296.173340
	Iteration 30Q: 3 clusters Score -696314.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -696336.625000 Penalty: 4296.173340
	Iteration 31Q: 3 clusters Score -696336.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -696356.125000 Penalty: 4296.173340
	Iteration 32Q: 3 clusters Score -696356.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -696370.687500 Penalty: 4296.173340
	Iteration 33Q: 3 clusters Score -696370.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -696384.062500 Penalty: 4296.173340
	Iteration 34Q: 3 clusters Score -696384.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -696393.937500 Penalty: 4296.173340
	Iteration 35Q: 3 clusters Score -696393.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -696412.562500 Penalty: 4296.173340
	Iteration 36Q: 3 clusters Score -696412.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -696428.187500 Penalty: 4296.173340
	Iteration 37Q: 3 clusters Score -696428.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -696439.687500 Penalty: 4296.173340
	Iteration 38Q: 3 clusters Score -696439.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -696447.750000 Penalty: 4296.173340
	Iteration 39Q: 3 clusters Score -696447.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -696455.000000 Penalty: 4296.173340
	Iteration 40F: 3 clusters Score -696455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -696459.937500 Penalty: 4296.173340
	Iteration 41Q: 3 clusters Score -696459.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -696464.687500 Penalty: 4296.173340
	Iteration 42Q: 3 clusters Score -696464.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -696469.812500 Penalty: 4296.173340
	Iteration 43Q: 3 clusters Score -696469.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -696474.062500 Penalty: 4296.173340
	Iteration 44Q: 3 clusters Score -696474.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -696478.687500 Penalty: 4296.173340
	Iteration 45Q: 3 clusters Score -696478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -696485.125000 Penalty: 4296.173340
	Iteration 46Q: 3 clusters Score -696485.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -696494.250000 Penalty: 4296.173340
	Iteration 47Q: 3 clusters Score -696494.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -696499.812500 Penalty: 4296.173340
	Iteration 48Q: 3 clusters Score -696499.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -696506.187500 Penalty: 4296.173340
	Iteration 49Q: 3 clusters Score -696506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -696508.562500 Penalty: 4296.173340
	Iteration 50Q: 3 clusters Score -696508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -696511.062500 Penalty: 4296.173340
	Iteration 51Q: 3 clusters Score -696511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -696515.000000 Penalty: 4296.173340
	Iteration 52Q: 3 clusters Score -696515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -696516.312500 Penalty: 4296.173340
	Iteration 53Q: 3 clusters Score -696516.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -696518.250000 Penalty: 4296.173340
	Iteration 54Q: 3 clusters Score -696518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -696519.750000 Penalty: 4296.173340
	Iteration 55Q: 3 clusters Score -696519.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -696521.937500 Penalty: 4296.173340
	Iteration 56Q: 3 clusters Score -696521.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -696528.812500 Penalty: 4296.173340
	Iteration 57Q: 3 clusters Score -696528.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -696531.687500 Penalty: 4296.173340
	Iteration 58Q: 3 clusters Score -696531.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -696536.437500 Penalty: 4296.173340
	Iteration 59Q: 3 clusters Score -696536.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -696540.437500 Penalty: 4296.173340
	Iteration 60F: 3 clusters Score -696540.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -696547.875000 Penalty: 4296.173340
	Iteration 61Q: 3 clusters Score -696547.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -696555.937500 Penalty: 4296.173340
	Iteration 62Q: 3 clusters Score -696555.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -696559.437500 Penalty: 4296.173340
	Iteration 63Q: 3 clusters Score -696559.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -696567.437500 Penalty: 4296.173340
	Iteration 64Q: 3 clusters Score -696567.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -696571.437500 Penalty: 4296.173340
	Iteration 65Q: 3 clusters Score -696571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -696571.187500 Penalty: 4296.173340
	Iteration 66Q: 3 clusters Score -696571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -696573.375000 Penalty: 4296.173340
	Iteration 67Q: 3 clusters Score -696573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -696573.750000 Penalty: 4296.173340
	Iteration 68Q: 3 clusters Score -696573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -696573.312500 Penalty: 4296.173340
	Iteration 69Q: 3 clusters Score -696573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -696574.062500 Penalty: 4296.173340
	Iteration 70Q: 3 clusters Score -696574.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -696574.062500 Penalty: 4296.173340
	Iteration 71F: 3 clusters Score -696574.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Entering Unmasked Estep 
Score: -844001.687500 Penalty: 2200.689453
	Iteration 0F: 2 clusters Score -844001.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -838174.875000 Penalty: 4401.378906
	Iteration 0F: 3 clusters Score -838174.9 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -839744.562500 Penalty: 4401.378906
	Iteration 1F: 3 clusters Score -839744.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -840081.500000 Penalty: 4401.378906
	Iteration 2F: 3 clusters Score -840081.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -840368.125000 Penalty: 4401.378906
	Iteration 3F: 3 clusters Score -840368.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -840643.250000 Penalty: 4401.378906
	Iteration 4F: 3 clusters Score -840643.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -840997.812500 Penalty: 4401.378906
	Iteration 5F: 3 clusters Score -840997.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -841452.750000 Penalty: 4401.378906
	Iteration 6F: 3 clusters Score -841452.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -841917.875000 Penalty: 4401.378906
	Iteration 7F: 3 clusters Score -841917.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -842292.437500 Penalty: 4401.378906
	Iteration 8F: 3 clusters Score -842292.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -842559.937500 Penalty: 4401.378906
	Iteration 9Q: 3 clusters Score -842559.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -842755.187500 Penalty: 4401.378906
	Iteration 10Q: 3 clusters Score -842755.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -842921.125000 Penalty: 4401.378906
	Iteration 11Q: 3 clusters Score -842921.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -843074.000000 Penalty: 4401.378906
	Iteration 12Q: 3 clusters Score -843074 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -843244.062500 Penalty: 4401.378906
	Iteration 13Q: 3 clusters Score -843244.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -843378.875000 Penalty: 4401.378906
	Iteration 14Q: 3 clusters Score -843378.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -843458.937500 Penalty: 4401.378906
	Iteration 15Q: 3 clusters Score -843458.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -843548.062500 Penalty: 4401.378906
	Iteration 16Q: 3 clusters Score -843548.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -843625.687500 Penalty: 4401.378906
	Iteration 17Q: 3 clusters Score -843625.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -843677.187500 Penalty: 4401.378906
	Iteration 18Q: 3 clusters Score -843677.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -843708.812500 Penalty: 4401.378906
	Iteration 19Q: 3 clusters Score -843708.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -843722.187500 Penalty: 4401.378906
	Iteration 20F: 3 clusters Score -843722.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -843732.250000 Penalty: 4401.378906
	Iteration 21Q: 3 clusters Score -843732.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -843743.500000 Penalty: 4401.378906
	Iteration 22Q: 3 clusters Score -843743.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -843747.062500 Penalty: 4401.378906
	Iteration 23Q: 3 clusters Score -843747.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -843749.625000 Penalty: 4401.378906
	Iteration 24Q: 3 clusters Score -843749.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -843751.562500 Penalty: 4401.378906
	Iteration 25Q: 3 clusters Score -843751.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -843752.500000 Penalty: 4401.378906
	Iteration 26Q: 3 clusters Score -843752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -843754.625000 Penalty: 4401.378906
	Iteration 27Q: 3 clusters Score -843754.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -843755.875000 Penalty: 4401.378906
	Iteration 28Q: 3 clusters Score -843755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -843757.375000 Penalty: 4401.378906
	Iteration 29Q: 3 clusters Score -843757.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -843756.937500 Penalty: 4401.378906
	Iteration 30Q: 3 clusters Score -843756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -843756.937500 Penalty: 4401.378906
	Iteration 31F: 3 clusters Score -843756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95514 members 
Entering Unmasked Estep 
Score: -11603991.000000 Penalty: 2843.822754
	Iteration 0F: 2 clusters Score -1.160399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -11540109.000000 Penalty: 5687.645508
	Iteration 0F: 3 clusters Score -1.154011e+07 nChanged 45162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -11566089.000000 Penalty: 5687.645508
	Iteration 1F: 3 clusters Score -1.156609e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -11567027.000000 Penalty: 5687.645508
	Iteration 2Q: 3 clusters Score -1.156703e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -11568215.000000 Penalty: 5687.645508
	Iteration 3Q: 3 clusters Score -1.156822e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -11569748.000000 Penalty: 5687.645508
	Iteration 4Q: 3 clusters Score -1.156975e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -11571694.000000 Penalty: 5687.645508
	Iteration 5Q: 3 clusters Score -1.157169e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -11574193.000000 Penalty: 5687.645508
	Iteration 6F: 3 clusters Score -1.157419e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -11577115.000000 Penalty: 5687.645508
	Iteration 7F: 3 clusters Score -1.157712e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -11580618.000000 Penalty: 5687.645508
	Iteration 8F: 3 clusters Score -1.158062e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -11584386.000000 Penalty: 5687.645508
	Iteration 9F: 3 clusters Score -1.158439e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -11587910.000000 Penalty: 5687.645508
	Iteration 10F: 3 clusters Score -1.158791e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -11591097.000000 Penalty: 5687.645508
	Iteration 11Q: 3 clusters Score -1.15911e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81678 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -11593572.000000 Penalty: 5687.645508
	Iteration 12Q: 3 clusters Score -1.159357e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -11595293.000000 Penalty: 5687.645508
	Iteration 13Q: 3 clusters Score -1.159529e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86394 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -11596575.000000 Penalty: 5687.645508
	Iteration 14Q: 3 clusters Score -1.159658e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88144 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -11597632.000000 Penalty: 5687.645508
	Iteration 15Q: 3 clusters Score -1.159763e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -11598556.000000 Penalty: 5687.645508
	Iteration 16Q: 3 clusters Score -1.159856e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90963 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -11599378.000000 Penalty: 5687.645508
	Iteration 17Q: 3 clusters Score -1.159938e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -11599970.000000 Penalty: 5687.645508
	Iteration 18Q: 3 clusters Score -1.159997e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92805 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -11600482.000000 Penalty: 5687.645508
	Iteration 19Q: 3 clusters Score -1.160048e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93394 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -11600796.000000 Penalty: 5687.645508
	Iteration 20F: 3 clusters Score -1.16008e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -11601040.000000 Penalty: 5687.645508
	Iteration 21Q: 3 clusters Score -1.160104e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -11601227.000000 Penalty: 5687.645508
	Iteration 22Q: 3 clusters Score -1.160123e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94285 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -11601343.000000 Penalty: 5687.645508
	Iteration 23Q: 3 clusters Score -1.160134e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11601416.000000 Penalty: 5687.645508
	Iteration 24Q: 3 clusters Score -1.160142e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94521 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11601483.000000 Penalty: 5687.645508
	Iteration 25Q: 3 clusters Score -1.160148e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94602 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11601554.000000 Penalty: 5687.645508
	Iteration 26Q: 3 clusters Score -1.160155e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94657 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11601601.000000 Penalty: 5687.645508
	Iteration 27Q: 3 clusters Score -1.16016e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94706 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -11601634.000000 Penalty: 5687.645508
	Iteration 28Q: 3 clusters Score -1.160163e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -11601657.000000 Penalty: 5687.645508
	Iteration 29Q: 3 clusters Score -1.160166e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94764 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11601677.000000 Penalty: 5687.645508
	Iteration 30Q: 3 clusters Score -1.160168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11601684.000000 Penalty: 5687.645508
	Iteration 31Q: 3 clusters Score -1.160168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11601683.000000 Penalty: 5687.645508
	Iteration 32Q: 3 clusters Score -1.160168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94805 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -11601689.000000 Penalty: 5687.645508
	Iteration 33Q: 3 clusters Score -1.160169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11601703.000000 Penalty: 5687.645508
	Iteration 34Q: 3 clusters Score -1.16017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94823 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11601705.000000 Penalty: 5687.645508
	Iteration 35Q: 3 clusters Score -1.16017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94828 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -11601709.000000 Penalty: 5687.645508
	Iteration 36Q: 3 clusters Score -1.160171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94834 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11601722.000000 Penalty: 5687.645508
	Iteration 37Q: 3 clusters Score -1.160172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94838 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -11601727.000000 Penalty: 5687.645508
	Iteration 38Q: 3 clusters Score -1.160173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94842 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -11601732.000000 Penalty: 5687.645508
	Iteration 39Q: 3 clusters Score -1.160173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94846 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11601734.000000 Penalty: 5687.645508
	Iteration 40F: 3 clusters Score -1.160173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11601734.000000 Penalty: 5687.645508
	Iteration 41Q: 3 clusters Score -1.160173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11601740.000000 Penalty: 5687.645508
	Iteration 42Q: 3 clusters Score -1.160174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11601749.000000 Penalty: 5687.645508
	Iteration 43Q: 3 clusters Score -1.160175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11601747.000000 Penalty: 5687.645508
	Iteration 44Q: 3 clusters Score -1.160175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94858 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11601743.000000 Penalty: 5687.645508
	Iteration 45Q: 3 clusters Score -1.160174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94858 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11601743.000000 Penalty: 5687.645508
	Iteration 46F: 3 clusters Score -1.160174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -565800.375000 Penalty: 2082.805664
	Iteration 0F: 2 clusters Score -565800.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -561573.187500 Penalty: 4165.611328
	Iteration 0F: 3 clusters Score -561573.2 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -562576.187500 Penalty: 4165.611328
	Iteration 1F: 3 clusters Score -562576.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -562776.625000 Penalty: 4165.611328
	Iteration 2F: 3 clusters Score -562776.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -562920.500000 Penalty: 4165.611328
	Iteration 3F: 3 clusters Score -562920.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -563016.500000 Penalty: 4165.611328
	Iteration 4Q: 3 clusters Score -563016.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -563084.000000 Penalty: 4165.611328
	Iteration 5Q: 3 clusters Score -563084 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -563147.625000 Penalty: 4165.611328
	Iteration 6Q: 3 clusters Score -563147.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -563209.375000 Penalty: 4165.611328
	Iteration 7Q: 3 clusters Score -563209.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -563258.812500 Penalty: 4165.611328
	Iteration 8Q: 3 clusters Score -563258.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -563307.000000 Penalty: 4165.611328
	Iteration 9Q: 3 clusters Score -563307 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -563341.250000 Penalty: 4165.611328
	Iteration 10Q: 3 clusters Score -563341.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -563368.250000 Penalty: 4165.611328
	Iteration 11Q: 3 clusters Score -563368.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -563394.875000 Penalty: 4165.611328
	Iteration 12Q: 3 clusters Score -563394.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -563428.812500 Penalty: 4165.611328
	Iteration 13Q: 3 clusters Score -563428.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -563475.812500 Penalty: 4165.611328
	Iteration 14Q: 3 clusters Score -563475.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -563517.187500 Penalty: 4165.611328
	Iteration 15Q: 3 clusters Score -563517.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -563558.375000 Penalty: 4165.611328
	Iteration 16Q: 3 clusters Score -563558.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -563597.625000 Penalty: 4165.611328
	Iteration 17Q: 3 clusters Score -563597.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -563639.687500 Penalty: 4165.611328
	Iteration 18Q: 3 clusters Score -563639.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -563676.687500 Penalty: 4165.611328
	Iteration 19Q: 3 clusters Score -563676.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -563710.812500 Penalty: 4165.611328
	Iteration 20F: 3 clusters Score -563710.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -563740.250000 Penalty: 4165.611328
	Iteration 21Q: 3 clusters Score -563740.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -563776.437500 Penalty: 4165.611328
	Iteration 22Q: 3 clusters Score -563776.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -563805.187500 Penalty: 4165.611328
	Iteration 23Q: 3 clusters Score -563805.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -563828.562500 Penalty: 4165.611328
	Iteration 24Q: 3 clusters Score -563828.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -563847.187500 Penalty: 4165.611328
	Iteration 25Q: 3 clusters Score -563847.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -563858.125000 Penalty: 4165.611328
	Iteration 26Q: 3 clusters Score -563858.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -563868.375000 Penalty: 4165.611328
	Iteration 27Q: 3 clusters Score -563868.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -563880.625000 Penalty: 4165.611328
	Iteration 28Q: 3 clusters Score -563880.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -563891.375000 Penalty: 4165.611328
	Iteration 29Q: 3 clusters Score -563891.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -563903.000000 Penalty: 4165.611328
	Iteration 30Q: 3 clusters Score -563903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -563914.500000 Penalty: 4165.611328
	Iteration 31Q: 3 clusters Score -563914.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -563923.812500 Penalty: 4165.611328
	Iteration 32Q: 3 clusters Score -563923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -563932.312500 Penalty: 4165.611328
	Iteration 33Q: 3 clusters Score -563932.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -563941.687500 Penalty: 4165.611328
	Iteration 34Q: 3 clusters Score -563941.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -563944.125000 Penalty: 4165.611328
	Iteration 35Q: 3 clusters Score -563944.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -563948.375000 Penalty: 4165.611328
	Iteration 36Q: 3 clusters Score -563948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -563949.937500 Penalty: 4165.611328
	Iteration 37Q: 3 clusters Score -563949.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -563950.812500 Penalty: 4165.611328
	Iteration 38Q: 3 clusters Score -563950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -563951.187500 Penalty: 4165.611328
	Iteration 39Q: 3 clusters Score -563951.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -563951.187500 Penalty: 4165.611328
	Iteration 40F: 3 clusters Score -563951.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Entering Unmasked Estep 
Score: -962502.562500 Penalty: 2227.363525
	Iteration 0F: 2 clusters Score -962502.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -956172.812500 Penalty: 4454.727051
	Iteration 0F: 3 clusters Score -956172.8 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -957901.125000 Penalty: 4454.727051
	Iteration 1F: 3 clusters Score -957901.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -958129.187500 Penalty: 4454.727051
	Iteration 2F: 3 clusters Score -958129.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -958282.375000 Penalty: 4454.727051
	Iteration 3Q: 3 clusters Score -958282.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -958399.500000 Penalty: 4454.727051
	Iteration 4Q: 3 clusters Score -958399.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -958509.687500 Penalty: 4454.727051
	Iteration 5Q: 3 clusters Score -958509.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -958610.625000 Penalty: 4454.727051
	Iteration 6Q: 3 clusters Score -958610.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -958707.687500 Penalty: 4454.727051
	Iteration 7Q: 3 clusters Score -958707.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -958810.437500 Penalty: 4454.727051
	Iteration 8Q: 3 clusters Score -958810.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -958929.750000 Penalty: 4454.727051
	Iteration 9Q: 3 clusters Score -958929.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -959082.625000 Penalty: 4454.727051
	Iteration 10Q: 3 clusters Score -959082.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -959235.062500 Penalty: 4454.727051
	Iteration 11Q: 3 clusters Score -959235.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -959369.312500 Penalty: 4454.727051
	Iteration 12Q: 3 clusters Score -959369.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -959482.812500 Penalty: 4454.727051
	Iteration 13Q: 3 clusters Score -959482.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -959577.750000 Penalty: 4454.727051
	Iteration 14Q: 3 clusters Score -959577.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -959670.250000 Penalty: 4454.727051
	Iteration 15Q: 3 clusters Score -959670.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -959745.937500 Penalty: 4454.727051
	Iteration 16Q: 3 clusters Score -959745.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -959806.062500 Penalty: 4454.727051
	Iteration 17Q: 3 clusters Score -959806.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -959855.750000 Penalty: 4454.727051
	Iteration 18Q: 3 clusters Score -959855.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -959905.125000 Penalty: 4454.727051
	Iteration 19Q: 3 clusters Score -959905.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -959959.937500 Penalty: 4454.727051
	Iteration 20F: 3 clusters Score -959959.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -960009.750000 Penalty: 4454.727051
	Iteration 21Q: 3 clusters Score -960009.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -960038.687500 Penalty: 4454.727051
	Iteration 22Q: 3 clusters Score -960038.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -960073.250000 Penalty: 4454.727051
	Iteration 23Q: 3 clusters Score -960073.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -960106.312500 Penalty: 4454.727051
	Iteration 24Q: 3 clusters Score -960106.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -960136.875000 Penalty: 4454.727051
	Iteration 25Q: 3 clusters Score -960136.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -960166.812500 Penalty: 4454.727051
	Iteration 26Q: 3 clusters Score -960166.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -960194.125000 Penalty: 4454.727051
	Iteration 27Q: 3 clusters Score -960194.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -960216.375000 Penalty: 4454.727051
	Iteration 28Q: 3 clusters Score -960216.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -960245.750000 Penalty: 4454.727051
	Iteration 29Q: 3 clusters Score -960245.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -960265.437500 Penalty: 4454.727051
	Iteration 30Q: 3 clusters Score -960265.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -960285.437500 Penalty: 4454.727051
	Iteration 31Q: 3 clusters Score -960285.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -960305.625000 Penalty: 4454.727051
	Iteration 32Q: 3 clusters Score -960305.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -960327.562500 Penalty: 4454.727051
	Iteration 33Q: 3 clusters Score -960327.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -960340.125000 Penalty: 4454.727051
	Iteration 34Q: 3 clusters Score -960340.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -960345.875000 Penalty: 4454.727051
	Iteration 35Q: 3 clusters Score -960345.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -960352.375000 Penalty: 4454.727051
	Iteration 36Q: 3 clusters Score -960352.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -960353.937500 Penalty: 4454.727051
	Iteration 37Q: 3 clusters Score -960353.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -960359.125000 Penalty: 4454.727051
	Iteration 38Q: 3 clusters Score -960359.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -960363.187500 Penalty: 4454.727051
	Iteration 39Q: 3 clusters Score -960363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -960365.562500 Penalty: 4454.727051
	Iteration 40F: 3 clusters Score -960365.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -960366.187500 Penalty: 4454.727051
	Iteration 41Q: 3 clusters Score -960366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -960367.812500 Penalty: 4454.727051
	Iteration 42Q: 3 clusters Score -960367.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -960372.187500 Penalty: 4454.727051
	Iteration 43Q: 3 clusters Score -960372.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -960373.562500 Penalty: 4454.727051
	Iteration 44Q: 3 clusters Score -960373.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -960376.687500 Penalty: 4454.727051
	Iteration 45Q: 3 clusters Score -960376.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -960379.875000 Penalty: 4454.727051
	Iteration 46Q: 3 clusters Score -960379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -960382.562500 Penalty: 4454.727051
	Iteration 47Q: 3 clusters Score -960382.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -960384.750000 Penalty: 4454.727051
	Iteration 48Q: 3 clusters Score -960384.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -960390.000000 Penalty: 4454.727051
	Iteration 49Q: 3 clusters Score -960390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -960392.000000 Penalty: 4454.727051
	Iteration 50Q: 3 clusters Score -960392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -960393.750000 Penalty: 4454.727051
	Iteration 51Q: 3 clusters Score -960393.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -960395.000000 Penalty: 4454.727051
	Iteration 52Q: 3 clusters Score -960395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -960398.312500 Penalty: 4454.727051
	Iteration 53Q: 3 clusters Score -960398.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -960398.937500 Penalty: 4454.727051
	Iteration 54Q: 3 clusters Score -960398.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -960403.062500 Penalty: 4454.727051
	Iteration 55Q: 3 clusters Score -960403.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -960401.812500 Penalty: 4454.727051
	Iteration 56Q: 3 clusters Score -960401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -960404.062500 Penalty: 4454.727051
	Iteration 57Q: 3 clusters Score -960404.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -960404.375000 Penalty: 4454.727051
	Iteration 58Q: 3 clusters Score -960404.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -960406.375000 Penalty: 4454.727051
	Iteration 59Q: 3 clusters Score -960406.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -960407.250000 Penalty: 4454.727051
	Iteration 60F: 3 clusters Score -960407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -960408.375000 Penalty: 4454.727051
	Iteration 61Q: 3 clusters Score -960408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -960411.562500 Penalty: 4454.727051
	Iteration 62Q: 3 clusters Score -960411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -960412.062500 Penalty: 4454.727051
	Iteration 63Q: 3 clusters Score -960412.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -960412.250000 Penalty: 4454.727051
	Iteration 64Q: 3 clusters Score -960412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -960413.937500 Penalty: 4454.727051
	Iteration 65Q: 3 clusters Score -960413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -960416.812500 Penalty: 4454.727051
	Iteration 66Q: 3 clusters Score -960416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -960417.687500 Penalty: 4454.727051
	Iteration 67Q: 3 clusters Score -960417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -960419.250000 Penalty: 4454.727051
	Iteration 68Q: 3 clusters Score -960419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -960419.062500 Penalty: 4454.727051
	Iteration 69Q: 3 clusters Score -960419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -960421.687500 Penalty: 4454.727051
	Iteration 70Q: 3 clusters Score -960421.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -960421.062500 Penalty: 4454.727051
	Iteration 71Q: 3 clusters Score -960421.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -960422.000000 Penalty: 4454.727051
	Iteration 72Q: 3 clusters Score -960422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -960422.812500 Penalty: 4454.727051
	Iteration 73Q: 3 clusters Score -960422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -960422.375000 Penalty: 4454.727051
	Iteration 74Q: 3 clusters Score -960422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -960422.812500 Penalty: 4454.727051
	Iteration 75Q: 3 clusters Score -960422.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -960423.250000 Penalty: 4454.727051
	Iteration 76Q: 3 clusters Score -960423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -960423.312500 Penalty: 4454.727051
	Iteration 77Q: 3 clusters Score -960423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -960424.437500 Penalty: 4454.727051
	Iteration 78Q: 3 clusters Score -960424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -960426.562500 Penalty: 4454.727051
	Iteration 79Q: 3 clusters Score -960426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -960428.750000 Penalty: 4454.727051
	Iteration 80F: 3 clusters Score -960428.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -960431.375000 Penalty: 4454.727051
	Iteration 81Q: 3 clusters Score -960431.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -960434.875000 Penalty: 4454.727051
	Iteration 82Q: 3 clusters Score -960434.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -960437.687500 Penalty: 4454.727051
	Iteration 83Q: 3 clusters Score -960437.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -960441.062500 Penalty: 4454.727051
	Iteration 84Q: 3 clusters Score -960441.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -960446.750000 Penalty: 4454.727051
	Iteration 85Q: 3 clusters Score -960446.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -960450.562500 Penalty: 4454.727051
	Iteration 86Q: 3 clusters Score -960450.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -960454.375000 Penalty: 4454.727051
	Iteration 87Q: 3 clusters Score -960454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -960456.562500 Penalty: 4454.727051
	Iteration 88Q: 3 clusters Score -960456.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -960460.750000 Penalty: 4454.727051
	Iteration 89Q: 3 clusters Score -960460.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -960468.000000 Penalty: 4454.727051
	Iteration 90Q: 3 clusters Score -960468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -960471.312500 Penalty: 4454.727051
	Iteration 91Q: 3 clusters Score -960471.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -960474.687500 Penalty: 4454.727051
	Iteration 92Q: 3 clusters Score -960474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -960475.562500 Penalty: 4454.727051
	Iteration 93Q: 3 clusters Score -960475.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -960478.312500 Penalty: 4454.727051
	Iteration 94Q: 3 clusters Score -960478.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -960484.812500 Penalty: 4454.727051
	Iteration 95Q: 3 clusters Score -960484.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -960487.875000 Penalty: 4454.727051
	Iteration 96Q: 3 clusters Score -960487.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -960491.375000 Penalty: 4454.727051
	Iteration 97Q: 3 clusters Score -960491.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -960496.625000 Penalty: 4454.727051
	Iteration 98Q: 3 clusters Score -960496.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -960500.562500 Penalty: 4454.727051
	Iteration 99Q: 3 clusters Score -960500.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -960502.750000 Penalty: 4454.727051
	Iteration 100F: 3 clusters Score -960502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -960503.062500 Penalty: 4454.727051
	Iteration 101Q: 3 clusters Score -960503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -960502.812500 Penalty: 4454.727051
	Iteration 102Q: 3 clusters Score -960502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -960502.562500 Penalty: 4454.727051
	Iteration 103Q: 3 clusters Score -960502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -960502.562500 Penalty: 4454.727051
	Iteration 104F: 3 clusters Score -960502.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (135222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135222 members 
Entering Unmasked Estep 
Score: -16417490.000000 Penalty: 2930.039062
	Iteration 0F: 2 clusters Score -1.641749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 67351 members 
Entering Unmasked Estep 
Score: -16327072.000000 Penalty: 5860.078125
	Iteration 0F: 3 clusters Score -1.632707e+07 nChanged 64474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -16364738.000000 Penalty: 5860.078125
	Iteration 1F: 3 clusters Score -1.636474e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73096 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -16365918.000000 Penalty: 5860.078125
	Iteration 2Q: 3 clusters Score -1.636592e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -16367732.000000 Penalty: 5860.078125
	Iteration 3Q: 3 clusters Score -1.636773e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -16370188.000000 Penalty: 5860.078125
	Iteration 4Q: 3 clusters Score -1.637019e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -16374275.000000 Penalty: 5860.078125
	Iteration 5F: 3 clusters Score -1.637428e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95590 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -16380535.000000 Penalty: 5860.078125
	Iteration 6F: 3 clusters Score -1.638054e+07 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -16389469.000000 Penalty: 5860.078125
	Iteration 7F: 3 clusters Score -1.638947e+07 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116154 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -16398812.000000 Penalty: 5860.078125
	Iteration 8F: 3 clusters Score -1.639881e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124299 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -16406191.000000 Penalty: 5860.078125
	Iteration 9F: 3 clusters Score -1.640619e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129521 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -16410807.000000 Penalty: 5860.078125
	Iteration 10Q: 3 clusters Score -1.641081e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132272 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -16413128.000000 Penalty: 5860.078125
	Iteration 11Q: 3 clusters Score -1.641313e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133490 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -16414053.000000 Penalty: 5860.078125
	Iteration 12Q: 3 clusters Score -1.641405e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134001 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -16414452.000000 Penalty: 5860.078125
	Iteration 13Q: 3 clusters Score -1.641445e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134236 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -16414642.000000 Penalty: 5860.078125
	Iteration 14Q: 3 clusters Score -1.641464e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134368 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -16414765.000000 Penalty: 5860.078125
	Iteration 15Q: 3 clusters Score -1.641476e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -16414797.000000 Penalty: 5860.078125
	Iteration 16Q: 3 clusters Score -1.64148e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134501 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16414866.000000 Penalty: 5860.078125
	Iteration 17Q: 3 clusters Score -1.641487e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134525 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16414900.000000 Penalty: 5860.078125
	Iteration 18Q: 3 clusters Score -1.64149e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134539 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -16414926.000000 Penalty: 5860.078125
	Iteration 19Q: 3 clusters Score -1.641493e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134548 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -16414933.000000 Penalty: 5860.078125
	Iteration 20F: 3 clusters Score -1.641493e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134558 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -16414952.000000 Penalty: 5860.078125
	Iteration 21Q: 3 clusters Score -1.641495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134572 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -16414963.000000 Penalty: 5860.078125
	Iteration 22Q: 3 clusters Score -1.641496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134581 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -16415000.000000 Penalty: 5860.078125
	Iteration 23Q: 3 clusters Score -1.6415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134592 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -16415011.000000 Penalty: 5860.078125
	Iteration 24Q: 3 clusters Score -1.641501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134599 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -16415010.000000 Penalty: 5860.078125
	Iteration 25Q: 3 clusters Score -1.641501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134602 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -16415016.000000 Penalty: 5860.078125
	Iteration 26Q: 3 clusters Score -1.641502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134601 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -16415030.000000 Penalty: 5860.078125
	Iteration 27Q: 3 clusters Score -1.641503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134606 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16415046.000000 Penalty: 5860.078125
	Iteration 28Q: 3 clusters Score -1.641505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134606 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16415035.000000 Penalty: 5860.078125
	Iteration 29Q: 3 clusters Score -1.641504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134610 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -16415031.000000 Penalty: 5860.078125
	Iteration 30Q: 3 clusters Score -1.641503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134611 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -16415021.000000 Penalty: 5860.078125
	Iteration 31Q: 3 clusters Score -1.641502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134611 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -16415021.000000 Penalty: 5860.078125
	Iteration 32F: 3 clusters Score -1.641502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Entering Unmasked Estep 
Score: -596312.375000 Penalty: 2117.369385
	Iteration 0F: 2 clusters Score -596312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -591750.562500 Penalty: 4234.738770
	Iteration 0F: 3 clusters Score -591750.6 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -592961.500000 Penalty: 4234.738770
	Iteration 1F: 3 clusters Score -592961.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -593360.937500 Penalty: 4234.738770
	Iteration 2F: 3 clusters Score -593360.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -593747.812500 Penalty: 4234.738770
	Iteration 3F: 3 clusters Score -593747.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -594139.250000 Penalty: 4234.738770
	Iteration 4F: 3 clusters Score -594139.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -594448.000000 Penalty: 4234.738770
	Iteration 5F: 3 clusters Score -594448 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -594613.375000 Penalty: 4234.738770
	Iteration 6Q: 3 clusters Score -594613.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -594720.312500 Penalty: 4234.738770
	Iteration 7Q: 3 clusters Score -594720.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -594785.500000 Penalty: 4234.738770
	Iteration 8Q: 3 clusters Score -594785.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -594823.875000 Penalty: 4234.738770
	Iteration 9Q: 3 clusters Score -594823.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -594855.562500 Penalty: 4234.738770
	Iteration 10Q: 3 clusters Score -594855.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -594876.875000 Penalty: 4234.738770
	Iteration 11Q: 3 clusters Score -594876.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -594895.000000 Penalty: 4234.738770
	Iteration 12Q: 3 clusters Score -594895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -594905.000000 Penalty: 4234.738770
	Iteration 13Q: 3 clusters Score -594905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -594919.625000 Penalty: 4234.738770
	Iteration 14Q: 3 clusters Score -594919.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -594931.187500 Penalty: 4234.738770
	Iteration 15Q: 3 clusters Score -594931.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -594941.062500 Penalty: 4234.738770
	Iteration 16Q: 3 clusters Score -594941.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -594950.125000 Penalty: 4234.738770
	Iteration 17Q: 3 clusters Score -594950.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -594956.125000 Penalty: 4234.738770
	Iteration 18Q: 3 clusters Score -594956.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -594961.750000 Penalty: 4234.738770
	Iteration 19Q: 3 clusters Score -594961.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -594966.562500 Penalty: 4234.738770
	Iteration 20F: 3 clusters Score -594966.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -594973.125000 Penalty: 4234.738770
	Iteration 21Q: 3 clusters Score -594973.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -594979.062500 Penalty: 4234.738770
	Iteration 22Q: 3 clusters Score -594979.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -594985.187500 Penalty: 4234.738770
	Iteration 23Q: 3 clusters Score -594985.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -594989.687500 Penalty: 4234.738770
	Iteration 24Q: 3 clusters Score -594989.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -594994.937500 Penalty: 4234.738770
	Iteration 25Q: 3 clusters Score -594994.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -594998.375000 Penalty: 4234.738770
	Iteration 26Q: 3 clusters Score -594998.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -594998.125000 Penalty: 4234.738770
	Iteration 27Q: 3 clusters Score -594998.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -595001.375000 Penalty: 4234.738770
	Iteration 28Q: 3 clusters Score -595001.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -595007.437500 Penalty: 4234.738770
	Iteration 29Q: 3 clusters Score -595007.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -595010.625000 Penalty: 4234.738770
	Iteration 30Q: 3 clusters Score -595010.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -595014.750000 Penalty: 4234.738770
	Iteration 31Q: 3 clusters Score -595014.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -595020.375000 Penalty: 4234.738770
	Iteration 32Q: 3 clusters Score -595020.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -595024.812500 Penalty: 4234.738770
	Iteration 33Q: 3 clusters Score -595024.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -595031.812500 Penalty: 4234.738770
	Iteration 34Q: 3 clusters Score -595031.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -595038.125000 Penalty: 4234.738770
	Iteration 35Q: 3 clusters Score -595038.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -595045.937500 Penalty: 4234.738770
	Iteration 36Q: 3 clusters Score -595045.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -595049.375000 Penalty: 4234.738770
	Iteration 37Q: 3 clusters Score -595049.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -595056.875000 Penalty: 4234.738770
	Iteration 38Q: 3 clusters Score -595056.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -595061.000000 Penalty: 4234.738770
	Iteration 39Q: 3 clusters Score -595061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -595066.250000 Penalty: 4234.738770
	Iteration 40F: 3 clusters Score -595066.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -595071.062500 Penalty: 4234.738770
	Iteration 41Q: 3 clusters Score -595071.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -595073.250000 Penalty: 4234.738770
	Iteration 42Q: 3 clusters Score -595073.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -595076.625000 Penalty: 4234.738770
	Iteration 43Q: 3 clusters Score -595076.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -595079.000000 Penalty: 4234.738770
	Iteration 44Q: 3 clusters Score -595079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -595081.625000 Penalty: 4234.738770
	Iteration 45Q: 3 clusters Score -595081.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -595086.062500 Penalty: 4234.738770
	Iteration 46Q: 3 clusters Score -595086.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -595089.437500 Penalty: 4234.738770
	Iteration 47Q: 3 clusters Score -595089.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -595094.625000 Penalty: 4234.738770
	Iteration 48Q: 3 clusters Score -595094.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -595097.937500 Penalty: 4234.738770
	Iteration 49Q: 3 clusters Score -595097.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -595100.750000 Penalty: 4234.738770
	Iteration 50Q: 3 clusters Score -595100.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -595103.375000 Penalty: 4234.738770
	Iteration 51Q: 3 clusters Score -595103.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -595105.812500 Penalty: 4234.738770
	Iteration 52Q: 3 clusters Score -595105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -595106.125000 Penalty: 4234.738770
	Iteration 53Q: 3 clusters Score -595106.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -595106.125000 Penalty: 4234.738770
	Iteration 54F: 3 clusters Score -595106.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Entering Unmasked Estep 
Score: -1944906.750000 Penalty: 2393.395020
	Iteration 0F: 2 clusters Score -1944907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1933585.500000 Penalty: 4786.790039
	Iteration 0F: 3 clusters Score -1933586 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1937244.125000 Penalty: 4786.790039
	Iteration 1F: 3 clusters Score -1937244 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1937572.750000 Penalty: 4786.790039
	Iteration 2F: 3 clusters Score -1937573 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1937847.375000 Penalty: 4786.790039
	Iteration 3Q: 3 clusters Score -1937847 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1938092.875000 Penalty: 4786.790039
	Iteration 4Q: 3 clusters Score -1938093 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1938319.125000 Penalty: 4786.790039
	Iteration 5Q: 3 clusters Score -1938319 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1938532.375000 Penalty: 4786.790039
	Iteration 6Q: 3 clusters Score -1938532 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1938770.500000 Penalty: 4786.790039
	Iteration 7Q: 3 clusters Score -1938770 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1938993.375000 Penalty: 4786.790039
	Iteration 8Q: 3 clusters Score -1938993 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1939202.500000 Penalty: 4786.790039
	Iteration 9Q: 3 clusters Score -1939202 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1939478.750000 Penalty: 4786.790039
	Iteration 10Q: 3 clusters Score -1939479 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1939788.000000 Penalty: 4786.790039
	Iteration 11Q: 3 clusters Score -1939788 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1940143.000000 Penalty: 4786.790039
	Iteration 12Q: 3 clusters Score -1940143 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1940478.625000 Penalty: 4786.790039
	Iteration 13Q: 3 clusters Score -1940479 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1940779.250000 Penalty: 4786.790039
	Iteration 14Q: 3 clusters Score -1940779 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1940983.250000 Penalty: 4786.790039
	Iteration 15Q: 3 clusters Score -1940983 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1941143.000000 Penalty: 4786.790039
	Iteration 16Q: 3 clusters Score -1941143 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1941286.625000 Penalty: 4786.790039
	Iteration 17Q: 3 clusters Score -1941287 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1941406.875000 Penalty: 4786.790039
	Iteration 18Q: 3 clusters Score -1941407 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1941532.625000 Penalty: 4786.790039
	Iteration 19Q: 3 clusters Score -1941533 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1941644.625000 Penalty: 4786.790039
	Iteration 20F: 3 clusters Score -1941645 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1941745.625000 Penalty: 4786.790039
	Iteration 21Q: 3 clusters Score -1941746 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1941818.000000 Penalty: 4786.790039
	Iteration 22Q: 3 clusters Score -1941818 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1941879.250000 Penalty: 4786.790039
	Iteration 23Q: 3 clusters Score -1941879 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1941939.000000 Penalty: 4786.790039
	Iteration 24Q: 3 clusters Score -1941939 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1942004.375000 Penalty: 4786.790039
	Iteration 25Q: 3 clusters Score -1942004 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1942098.875000 Penalty: 4786.790039
	Iteration 26Q: 3 clusters Score -1942099 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1942182.000000 Penalty: 4786.790039
	Iteration 27Q: 3 clusters Score -1942182 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1942270.125000 Penalty: 4786.790039
	Iteration 28Q: 3 clusters Score -1942270 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1942337.625000 Penalty: 4786.790039
	Iteration 29Q: 3 clusters Score -1942338 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1942408.000000 Penalty: 4786.790039
	Iteration 30Q: 3 clusters Score -1942408 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1942460.375000 Penalty: 4786.790039
	Iteration 31Q: 3 clusters Score -1942460 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1942517.375000 Penalty: 4786.790039
	Iteration 32Q: 3 clusters Score -1942517 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1942556.625000 Penalty: 4786.790039
	Iteration 33Q: 3 clusters Score -1942557 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1942596.375000 Penalty: 4786.790039
	Iteration 34Q: 3 clusters Score -1942596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1942620.125000 Penalty: 4786.790039
	Iteration 35Q: 3 clusters Score -1942620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1942645.000000 Penalty: 4786.790039
	Iteration 36Q: 3 clusters Score -1942645 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1942670.875000 Penalty: 4786.790039
	Iteration 37Q: 3 clusters Score -1942671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1942687.875000 Penalty: 4786.790039
	Iteration 38Q: 3 clusters Score -1942688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1942702.500000 Penalty: 4786.790039
	Iteration 39Q: 3 clusters Score -1942702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1942704.250000 Penalty: 4786.790039
	Iteration 40F: 3 clusters Score -1942704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1942707.625000 Penalty: 4786.790039
	Iteration 41Q: 3 clusters Score -1942708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1942719.125000 Penalty: 4786.790039
	Iteration 42Q: 3 clusters Score -1942719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1942723.750000 Penalty: 4786.790039
	Iteration 43Q: 3 clusters Score -1942724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1942732.500000 Penalty: 4786.790039
	Iteration 44Q: 3 clusters Score -1942732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1942739.500000 Penalty: 4786.790039
	Iteration 45Q: 3 clusters Score -1942740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1942742.125000 Penalty: 4786.790039
	Iteration 46Q: 3 clusters Score -1942742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1942749.000000 Penalty: 4786.790039
	Iteration 47Q: 3 clusters Score -1942749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1942752.250000 Penalty: 4786.790039
	Iteration 48Q: 3 clusters Score -1942752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1942757.250000 Penalty: 4786.790039
	Iteration 49Q: 3 clusters Score -1942757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1942759.125000 Penalty: 4786.790039
	Iteration 50Q: 3 clusters Score -1942759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1942764.625000 Penalty: 4786.790039
	Iteration 51Q: 3 clusters Score -1942765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1942764.625000 Penalty: 4786.790039
	Iteration 52Q: 3 clusters Score -1942765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1942769.875000 Penalty: 4786.790039
	Iteration 53Q: 3 clusters Score -1942770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1942771.875000 Penalty: 4786.790039
	Iteration 54Q: 3 clusters Score -1942772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1942776.000000 Penalty: 4786.790039
	Iteration 55Q: 3 clusters Score -1942776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1942782.875000 Penalty: 4786.790039
	Iteration 56Q: 3 clusters Score -1942783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1942789.500000 Penalty: 4786.790039
	Iteration 57Q: 3 clusters Score -1942790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1942794.500000 Penalty: 4786.790039
	Iteration 58Q: 3 clusters Score -1942794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1942798.625000 Penalty: 4786.790039
	Iteration 59Q: 3 clusters Score -1942799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1942797.625000 Penalty: 4786.790039
	Iteration 60F: 3 clusters Score -1942798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1942798.500000 Penalty: 4786.790039
	Iteration 61Q: 3 clusters Score -1942798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1942798.500000 Penalty: 4786.790039
	Iteration 62F: 3 clusters Score -1942798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -251847.296875 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -251847.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -249137.250000 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -249137.2 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -249646.265625 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -249646.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -249803.375000 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -249803.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -249885.968750 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -249886 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -249934.546875 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -249934.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -249957.000000 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -249957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -249976.593750 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -249976.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -249997.687500 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -249997.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -250011.484375 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -250011.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -250026.687500 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -250026.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -250042.546875 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -250042.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -250056.703125 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -250056.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -250065.062500 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -250065.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -250075.531250 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -250075.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -250085.328125 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -250085.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -250093.437500 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -250093.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -250101.203125 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -250101.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -250108.468750 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -250108.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -250117.718750 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -250117.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -250123.906250 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -250123.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -250130.375000 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -250130.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -250137.984375 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -250138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -250143.921875 Penalty: 3810.511230
	Iteration 22Q: 3 clusters Score -250143.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -250150.234375 Penalty: 3810.511230
	Iteration 23Q: 3 clusters Score -250150.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -250154.890625 Penalty: 3810.511230
	Iteration 24Q: 3 clusters Score -250154.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -250156.906250 Penalty: 3810.511230
	Iteration 25Q: 3 clusters Score -250156.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -250161.937500 Penalty: 3810.511230
	Iteration 26Q: 3 clusters Score -250161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -250165.328125 Penalty: 3810.511230
	Iteration 27Q: 3 clusters Score -250165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -250166.015625 Penalty: 3810.511230
	Iteration 28Q: 3 clusters Score -250166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -250166.015625 Penalty: 3810.511230
	Iteration 29F: 3 clusters Score -250166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -147362.968750 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -147363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -145104.234375 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -145104.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -145554.656250 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -145554.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -145706.484375 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -145706.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -145812.875000 Penalty: 3633.600586
	Iteration 3F: 3 clusters Score -145812.9 nChanged 68
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: -145905.203125 Penalty: 3633.600586
	Iteration 4Q: 3 clusters Score -145905.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -145984.875000 Penalty: 3633.600586
	Iteration 5Q: 3 clusters Score -145984.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -146079.171875 Penalty: 3633.600586
	Iteration 6Q: 3 clusters Score -146079.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -146153.250000 Penalty: 3633.600586
	Iteration 7Q: 3 clusters Score -146153.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -146237.437500 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -146237.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -146313.421875 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -146313.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -146396.437500 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -146396.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -146474.437500 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -146474.4 nChanged 39
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: -146540.156250 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -146540.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -146583.828125 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -146583.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -146625.703125 Penalty: 3633.600586
	Iteration 14Q: 3 clusters Score -146625.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -146656.296875 Penalty: 3633.600586
	Iteration 15Q: 3 clusters Score -146656.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -146680.187500 Penalty: 3633.600586
	Iteration 16Q: 3 clusters Score -146680.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -146704.296875 Penalty: 3633.600586
	Iteration 17Q: 3 clusters Score -146704.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -146722.468750 Penalty: 3633.600586
	Iteration 18Q: 3 clusters Score -146722.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -146732.093750 Penalty: 3633.600586
	Iteration 19Q: 3 clusters Score -146732.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -146743.234375 Penalty: 3633.600586
	Iteration 20F: 3 clusters Score -146743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -146762.265625 Penalty: 3633.600586
	Iteration 21Q: 3 clusters Score -146762.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -146781.203125 Penalty: 3633.600586
	Iteration 22Q: 3 clusters Score -146781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -146790.093750 Penalty: 3633.600586
	Iteration 23Q: 3 clusters Score -146790.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -146805.687500 Penalty: 3633.600586
	Iteration 24Q: 3 clusters Score -146805.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -146810.265625 Penalty: 3633.600586
	Iteration 25Q: 3 clusters Score -146810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -146812.578125 Penalty: 3633.600586
	Iteration 26Q: 3 clusters Score -146812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -146814.156250 Penalty: 3633.600586
	Iteration 27Q: 3 clusters Score -146814.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -146814.156250 Penalty: 3633.600586
	Iteration 28F: 3 clusters Score -146814.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Entering Unmasked Estep 
Score: -909197.312500 Penalty: 2215.777344
	Iteration 0F: 2 clusters Score -909197.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -903063.812500 Penalty: 4431.554688
	Iteration 0F: 3 clusters Score -903063.8 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -904747.937500 Penalty: 4431.554688
	Iteration 1F: 3 clusters Score -904747.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -905034.687500 Penalty: 4431.554688
	Iteration 2F: 3 clusters Score -905034.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -905259.750000 Penalty: 4431.554688
	Iteration 3F: 3 clusters Score -905259.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -905444.875000 Penalty: 4431.554688
	Iteration 4Q: 3 clusters Score -905444.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -905572.437500 Penalty: 4431.554688
	Iteration 5Q: 3 clusters Score -905572.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -905669.125000 Penalty: 4431.554688
	Iteration 6Q: 3 clusters Score -905669.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -905749.937500 Penalty: 4431.554688
	Iteration 7Q: 3 clusters Score -905749.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -905840.750000 Penalty: 4431.554688
	Iteration 8Q: 3 clusters Score -905840.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -905935.375000 Penalty: 4431.554688
	Iteration 9Q: 3 clusters Score -905935.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -906022.625000 Penalty: 4431.554688
	Iteration 10Q: 3 clusters Score -906022.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -906114.375000 Penalty: 4431.554688
	Iteration 11Q: 3 clusters Score -906114.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -906188.625000 Penalty: 4431.554688
	Iteration 12Q: 3 clusters Score -906188.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -906254.937500 Penalty: 4431.554688
	Iteration 13Q: 3 clusters Score -906254.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -906315.562500 Penalty: 4431.554688
	Iteration 14Q: 3 clusters Score -906315.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -906380.750000 Penalty: 4431.554688
	Iteration 15Q: 3 clusters Score -906380.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -906448.187500 Penalty: 4431.554688
	Iteration 16Q: 3 clusters Score -906448.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -906518.687500 Penalty: 4431.554688
	Iteration 17Q: 3 clusters Score -906518.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -906584.562500 Penalty: 4431.554688
	Iteration 18Q: 3 clusters Score -906584.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -906661.812500 Penalty: 4431.554688
	Iteration 19Q: 3 clusters Score -906661.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -906726.375000 Penalty: 4431.554688
	Iteration 20F: 3 clusters Score -906726.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -906788.562500 Penalty: 4431.554688
	Iteration 21Q: 3 clusters Score -906788.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -906853.562500 Penalty: 4431.554688
	Iteration 22Q: 3 clusters Score -906853.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -906918.625000 Penalty: 4431.554688
	Iteration 23Q: 3 clusters Score -906918.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -906975.437500 Penalty: 4431.554688
	Iteration 24Q: 3 clusters Score -906975.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -907016.750000 Penalty: 4431.554688
	Iteration 25Q: 3 clusters Score -907016.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -907056.250000 Penalty: 4431.554688
	Iteration 26Q: 3 clusters Score -907056.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -907092.500000 Penalty: 4431.554688
	Iteration 27Q: 3 clusters Score -907092.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -907126.250000 Penalty: 4431.554688
	Iteration 28Q: 3 clusters Score -907126.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -907155.125000 Penalty: 4431.554688
	Iteration 29Q: 3 clusters Score -907155.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -907186.437500 Penalty: 4431.554688
	Iteration 30Q: 3 clusters Score -907186.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -907207.500000 Penalty: 4431.554688
	Iteration 31Q: 3 clusters Score -907207.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -907226.062500 Penalty: 4431.554688
	Iteration 32Q: 3 clusters Score -907226.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -907239.437500 Penalty: 4431.554688
	Iteration 33Q: 3 clusters Score -907239.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -907252.312500 Penalty: 4431.554688
	Iteration 34Q: 3 clusters Score -907252.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -907258.562500 Penalty: 4431.554688
	Iteration 35Q: 3 clusters Score -907258.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -907262.187500 Penalty: 4431.554688
	Iteration 36Q: 3 clusters Score -907262.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -907266.062500 Penalty: 4431.554688
	Iteration 37Q: 3 clusters Score -907266.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -907270.687500 Penalty: 4431.554688
	Iteration 38Q: 3 clusters Score -907270.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -907274.687500 Penalty: 4431.554688
	Iteration 39Q: 3 clusters Score -907274.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -907281.562500 Penalty: 4431.554688
	Iteration 40F: 3 clusters Score -907281.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -907287.687500 Penalty: 4431.554688
	Iteration 41Q: 3 clusters Score -907287.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -907290.062500 Penalty: 4431.554688
	Iteration 42Q: 3 clusters Score -907290.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -907291.312500 Penalty: 4431.554688
	Iteration 43Q: 3 clusters Score -907291.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -907293.062500 Penalty: 4431.554688
	Iteration 44Q: 3 clusters Score -907293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -907294.875000 Penalty: 4431.554688
	Iteration 45Q: 3 clusters Score -907294.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -907296.187500 Penalty: 4431.554688
	Iteration 46Q: 3 clusters Score -907296.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -907298.375000 Penalty: 4431.554688
	Iteration 47Q: 3 clusters Score -907298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -907299.937500 Penalty: 4431.554688
	Iteration 48Q: 3 clusters Score -907299.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -907302.562500 Penalty: 4431.554688
	Iteration 49Q: 3 clusters Score -907302.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -907302.687500 Penalty: 4431.554688
	Iteration 50Q: 3 clusters Score -907302.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -907302.750000 Penalty: 4431.554688
	Iteration 51Q: 3 clusters Score -907302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -907303.625000 Penalty: 4431.554688
	Iteration 52Q: 3 clusters Score -907303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -907304.312500 Penalty: 4431.554688
	Iteration 53Q: 3 clusters Score -907304.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -907305.062500 Penalty: 4431.554688
	Iteration 54Q: 3 clusters Score -907305.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -907305.125000 Penalty: 4431.554688
	Iteration 55Q: 3 clusters Score -907305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -907305.500000 Penalty: 4431.554688
	Iteration 56Q: 3 clusters Score -907305.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -907308.125000 Penalty: 4431.554688
	Iteration 57Q: 3 clusters Score -907308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -907309.000000 Penalty: 4431.554688
	Iteration 58Q: 3 clusters Score -907309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -907310.750000 Penalty: 4431.554688
	Iteration 59Q: 3 clusters Score -907310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -907310.625000 Penalty: 4431.554688
	Iteration 60F: 3 clusters Score -907310.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -372867.437500 Penalty: 1997.521606
	Iteration 0F: 2 clusters Score -372867.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -369464.312500 Penalty: 3995.043213
	Iteration 0F: 3 clusters Score -369464.3 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -370151.906250 Penalty: 3995.043213
	Iteration 1F: 3 clusters Score -370151.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -370353.187500 Penalty: 3995.043213
	Iteration 2F: 3 clusters Score -370353.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -370461.156250 Penalty: 3995.043213
	Iteration 3Q: 3 clusters Score -370461.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -370526.000000 Penalty: 3995.043213
	Iteration 4Q: 3 clusters Score -370526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -370553.906250 Penalty: 3995.043213
	Iteration 5Q: 3 clusters Score -370553.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -370569.437500 Penalty: 3995.043213
	Iteration 6Q: 3 clusters Score -370569.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -370581.656250 Penalty: 3995.043213
	Iteration 7Q: 3 clusters Score -370581.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -370588.562500 Penalty: 3995.043213
	Iteration 8Q: 3 clusters Score -370588.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -370593.500000 Penalty: 3995.043213
	Iteration 9Q: 3 clusters Score -370593.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -370599.968750 Penalty: 3995.043213
	Iteration 10Q: 3 clusters Score -370600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -370603.750000 Penalty: 3995.043213
	Iteration 11Q: 3 clusters Score -370603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -370605.781250 Penalty: 3995.043213
	Iteration 12Q: 3 clusters Score -370605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -370609.156250 Penalty: 3995.043213
	Iteration 13Q: 3 clusters Score -370609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -370611.062500 Penalty: 3995.043213
	Iteration 14Q: 3 clusters Score -370611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -370613.375000 Penalty: 3995.043213
	Iteration 15Q: 3 clusters Score -370613.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -370614.968750 Penalty: 3995.043213
	Iteration 16Q: 3 clusters Score -370615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -370616.187500 Penalty: 3995.043213
	Iteration 17Q: 3 clusters Score -370616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -370617.687500 Penalty: 3995.043213
	Iteration 18Q: 3 clusters Score -370617.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -370619.937500 Penalty: 3995.043213
	Iteration 19Q: 3 clusters Score -370619.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -370623.000000 Penalty: 3995.043213
	Iteration 20F: 3 clusters Score -370623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -370625.906250 Penalty: 3995.043213
	Iteration 21Q: 3 clusters Score -370625.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -370628.000000 Penalty: 3995.043213
	Iteration 22Q: 3 clusters Score -370628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -370631.500000 Penalty: 3995.043213
	Iteration 23Q: 3 clusters Score -370631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -370632.187500 Penalty: 3995.043213
	Iteration 24Q: 3 clusters Score -370632.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -370633.031250 Penalty: 3995.043213
	Iteration 25Q: 3 clusters Score -370633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -370633.531250 Penalty: 3995.043213
	Iteration 26Q: 3 clusters Score -370633.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -370633.531250 Penalty: 3995.043213
	Iteration 27Q: 3 clusters Score -370633.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -370634.093750 Penalty: 3995.043213
	Iteration 28Q: 3 clusters Score -370634.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -370634.093750 Penalty: 3995.043213
	Iteration 29F: 3 clusters Score -370634.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Entering Unmasked Estep 
Score: -665509.312500 Penalty: 2129.321289
	Iteration 0F: 2 clusters Score -665509.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -660696.437500 Penalty: 4258.642578
	Iteration 0F: 3 clusters Score -660696.4 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -661870.375000 Penalty: 4258.642578
	Iteration 1F: 3 clusters Score -661870.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -662117.312500 Penalty: 4258.642578
	Iteration 2F: 3 clusters Score -662117.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -662287.062500 Penalty: 4258.642578
	Iteration 3F: 3 clusters Score -662287.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -662428.812500 Penalty: 4258.642578
	Iteration 4Q: 3 clusters Score -662428.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -662543.625000 Penalty: 4258.642578
	Iteration 5Q: 3 clusters Score -662543.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -662645.375000 Penalty: 4258.642578
	Iteration 6Q: 3 clusters Score -662645.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -662727.562500 Penalty: 4258.642578
	Iteration 7Q: 3 clusters Score -662727.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -662781.250000 Penalty: 4258.642578
	Iteration 8Q: 3 clusters Score -662781.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -662829.750000 Penalty: 4258.642578
	Iteration 9Q: 3 clusters Score -662829.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -662866.312500 Penalty: 4258.642578
	Iteration 10Q: 3 clusters Score -662866.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -662891.687500 Penalty: 4258.642578
	Iteration 11Q: 3 clusters Score -662891.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -662919.437500 Penalty: 4258.642578
	Iteration 12Q: 3 clusters Score -662919.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -662949.625000 Penalty: 4258.642578
	Iteration 13Q: 3 clusters Score -662949.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -662978.500000 Penalty: 4258.642578
	Iteration 14Q: 3 clusters Score -662978.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -663002.062500 Penalty: 4258.642578
	Iteration 15Q: 3 clusters Score -663002.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -663021.437500 Penalty: 4258.642578
	Iteration 16Q: 3 clusters Score -663021.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -663039.625000 Penalty: 4258.642578
	Iteration 17Q: 3 clusters Score -663039.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -663062.375000 Penalty: 4258.642578
	Iteration 18Q: 3 clusters Score -663062.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -663082.562500 Penalty: 4258.642578
	Iteration 19Q: 3 clusters Score -663082.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -663102.062500 Penalty: 4258.642578
	Iteration 20F: 3 clusters Score -663102.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -663126.250000 Penalty: 4258.642578
	Iteration 21Q: 3 clusters Score -663126.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -663145.937500 Penalty: 4258.642578
	Iteration 22Q: 3 clusters Score -663145.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -663165.937500 Penalty: 4258.642578
	Iteration 23Q: 3 clusters Score -663165.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -663183.375000 Penalty: 4258.642578
	Iteration 24Q: 3 clusters Score -663183.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -663208.687500 Penalty: 4258.642578
	Iteration 25Q: 3 clusters Score -663208.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -663233.312500 Penalty: 4258.642578
	Iteration 26Q: 3 clusters Score -663233.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -663259.625000 Penalty: 4258.642578
	Iteration 27Q: 3 clusters Score -663259.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -663280.250000 Penalty: 4258.642578
	Iteration 28Q: 3 clusters Score -663280.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -663302.750000 Penalty: 4258.642578
	Iteration 29Q: 3 clusters Score -663302.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -663320.312500 Penalty: 4258.642578
	Iteration 30Q: 3 clusters Score -663320.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -663336.125000 Penalty: 4258.642578
	Iteration 31Q: 3 clusters Score -663336.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -663349.812500 Penalty: 4258.642578
	Iteration 32Q: 3 clusters Score -663349.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -663364.062500 Penalty: 4258.642578
	Iteration 33Q: 3 clusters Score -663364.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -663376.125000 Penalty: 4258.642578
	Iteration 34Q: 3 clusters Score -663376.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -663392.062500 Penalty: 4258.642578
	Iteration 35Q: 3 clusters Score -663392.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -663404.187500 Penalty: 4258.642578
	Iteration 36Q: 3 clusters Score -663404.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -663426.000000 Penalty: 4258.642578
	Iteration 37Q: 3 clusters Score -663426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -663439.312500 Penalty: 4258.642578
	Iteration 38Q: 3 clusters Score -663439.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -663452.937500 Penalty: 4258.642578
	Iteration 39Q: 3 clusters Score -663452.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -663474.125000 Penalty: 4258.642578
	Iteration 40F: 3 clusters Score -663474.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -663489.437500 Penalty: 4258.642578
	Iteration 41Q: 3 clusters Score -663489.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -663501.187500 Penalty: 4258.642578
	Iteration 42Q: 3 clusters Score -663501.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -663517.875000 Penalty: 4258.642578
	Iteration 43Q: 3 clusters Score -663517.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -663534.625000 Penalty: 4258.642578
	Iteration 44Q: 3 clusters Score -663534.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -663549.875000 Penalty: 4258.642578
	Iteration 45Q: 3 clusters Score -663549.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -663573.437500 Penalty: 4258.642578
	Iteration 46Q: 3 clusters Score -663573.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -663595.000000 Penalty: 4258.642578
	Iteration 47Q: 3 clusters Score -663595 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -663621.000000 Penalty: 4258.642578
	Iteration 48Q: 3 clusters Score -663621 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -663654.937500 Penalty: 4258.642578
	Iteration 49Q: 3 clusters Score -663654.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -663708.875000 Penalty: 4258.642578
	Iteration 50Q: 3 clusters Score -663708.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -663766.250000 Penalty: 4258.642578
	Iteration 51Q: 3 clusters Score -663766.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -663816.312500 Penalty: 4258.642578
	Iteration 52Q: 3 clusters Score -663816.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -663864.062500 Penalty: 4258.642578
	Iteration 53Q: 3 clusters Score -663864.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -663894.250000 Penalty: 4258.642578
	Iteration 54Q: 3 clusters Score -663894.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -663913.000000 Penalty: 4258.642578
	Iteration 55Q: 3 clusters Score -663913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -663937.562500 Penalty: 4258.642578
	Iteration 56Q: 3 clusters Score -663937.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -663952.625000 Penalty: 4258.642578
	Iteration 57Q: 3 clusters Score -663952.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -663966.187500 Penalty: 4258.642578
	Iteration 58Q: 3 clusters Score -663966.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -663975.062500 Penalty: 4258.642578
	Iteration 59Q: 3 clusters Score -663975.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -663982.187500 Penalty: 4258.642578
	Iteration 60F: 3 clusters Score -663982.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -663987.500000 Penalty: 4258.642578
	Iteration 61Q: 3 clusters Score -663987.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -663992.125000 Penalty: 4258.642578
	Iteration 62Q: 3 clusters Score -663992.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -663998.187500 Penalty: 4258.642578
	Iteration 63Q: 3 clusters Score -663998.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -664001.250000 Penalty: 4258.642578
	Iteration 64Q: 3 clusters Score -664001.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -664008.187500 Penalty: 4258.642578
	Iteration 65Q: 3 clusters Score -664008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -664012.500000 Penalty: 4258.642578
	Iteration 66Q: 3 clusters Score -664012.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -664018.937500 Penalty: 4258.642578
	Iteration 67Q: 3 clusters Score -664018.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -664022.937500 Penalty: 4258.642578
	Iteration 68Q: 3 clusters Score -664022.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -664028.750000 Penalty: 4258.642578
	Iteration 69Q: 3 clusters Score -664028.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -664032.562500 Penalty: 4258.642578
	Iteration 70Q: 3 clusters Score -664032.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -664038.312500 Penalty: 4258.642578
	Iteration 71Q: 3 clusters Score -664038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -664042.937500 Penalty: 4258.642578
	Iteration 72Q: 3 clusters Score -664042.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -664045.937500 Penalty: 4258.642578
	Iteration 73Q: 3 clusters Score -664045.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -664049.812500 Penalty: 4258.642578
	Iteration 74Q: 3 clusters Score -664049.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -664054.125000 Penalty: 4258.642578
	Iteration 75Q: 3 clusters Score -664054.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -664058.000000 Penalty: 4258.642578
	Iteration 76Q: 3 clusters Score -664058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -664066.687500 Penalty: 4258.642578
	Iteration 77Q: 3 clusters Score -664066.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -664076.000000 Penalty: 4258.642578
	Iteration 78Q: 3 clusters Score -664076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -664083.687500 Penalty: 4258.642578
	Iteration 79Q: 3 clusters Score -664083.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -664087.125000 Penalty: 4258.642578
	Iteration 80F: 3 clusters Score -664087.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -664093.625000 Penalty: 4258.642578
	Iteration 81Q: 3 clusters Score -664093.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -664095.062500 Penalty: 4258.642578
	Iteration 82Q: 3 clusters Score -664095.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -664098.000000 Penalty: 4258.642578
	Iteration 83Q: 3 clusters Score -664098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -664101.500000 Penalty: 4258.642578
	Iteration 84Q: 3 clusters Score -664101.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -664106.125000 Penalty: 4258.642578
	Iteration 85Q: 3 clusters Score -664106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -664108.500000 Penalty: 4258.642578
	Iteration 86Q: 3 clusters Score -664108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -664108.937500 Penalty: 4258.642578
	Iteration 87Q: 3 clusters Score -664108.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -664110.250000 Penalty: 4258.642578
	Iteration 88Q: 3 clusters Score -664110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -664112.562500 Penalty: 4258.642578
	Iteration 89Q: 3 clusters Score -664112.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -664116.500000 Penalty: 4258.642578
	Iteration 90Q: 3 clusters Score -664116.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -664118.812500 Penalty: 4258.642578
	Iteration 91Q: 3 clusters Score -664118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -664117.187500 Penalty: 4258.642578
	Iteration 92Q: 3 clusters Score -664117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -664117.187500 Penalty: 4258.642578
	Iteration 93F: 3 clusters Score -664117.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (96227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Entering Unmasked Estep 
Score: -11716682.000000 Penalty: 2845.667480
	Iteration 0F: 2 clusters Score -1.171668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -11652761.000000 Penalty: 5691.334961
	Iteration 0F: 3 clusters Score -1.165276e+07 nChanged 45292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -11678422.000000 Penalty: 5691.334961
	Iteration 1F: 3 clusters Score -1.167842e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -11679574.000000 Penalty: 5691.334961
	Iteration 2Q: 3 clusters Score -1.167957e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -11681181.000000 Penalty: 5691.334961
	Iteration 3Q: 3 clusters Score -1.168118e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -11683307.000000 Penalty: 5691.334961
	Iteration 4F: 3 clusters Score -1.168331e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -11686078.000000 Penalty: 5691.334961
	Iteration 5F: 3 clusters Score -1.168608e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -11689217.000000 Penalty: 5691.334961
	Iteration 6F: 3 clusters Score -1.168922e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -11692173.000000 Penalty: 5691.334961
	Iteration 7F: 3 clusters Score -1.169217e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -11694589.000000 Penalty: 5691.334961
	Iteration 8F: 3 clusters Score -1.169459e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -11696362.000000 Penalty: 5691.334961
	Iteration 9Q: 3 clusters Score -1.169636e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -11698036.000000 Penalty: 5691.334961
	Iteration 10Q: 3 clusters Score -1.169804e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -11699658.000000 Penalty: 5691.334961
	Iteration 11Q: 3 clusters Score -1.169966e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -11701356.000000 Penalty: 5691.334961
	Iteration 12Q: 3 clusters Score -1.170136e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -11703512.000000 Penalty: 5691.334961
	Iteration 13Q: 3 clusters Score -1.170351e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -11705956.000000 Penalty: 5691.334961
	Iteration 14Q: 3 clusters Score -1.170596e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88454 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -11708428.000000 Penalty: 5691.334961
	Iteration 15Q: 3 clusters Score -1.170843e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91238 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -11710637.000000 Penalty: 5691.334961
	Iteration 16Q: 3 clusters Score -1.171064e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93215 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -11712214.000000 Penalty: 5691.334961
	Iteration 17Q: 3 clusters Score -1.171221e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -11713166.000000 Penalty: 5691.334961
	Iteration 18Q: 3 clusters Score -1.171317e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -11713612.000000 Penalty: 5691.334961
	Iteration 19Q: 3 clusters Score -1.171361e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -11713862.000000 Penalty: 5691.334961
	Iteration 20F: 3 clusters Score -1.171386e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95477 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11714033.000000 Penalty: 5691.334961
	Iteration 21Q: 3 clusters Score -1.171403e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95606 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11714147.000000 Penalty: 5691.334961
	Iteration 22Q: 3 clusters Score -1.171415e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95685 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11714229.000000 Penalty: 5691.334961
	Iteration 23Q: 3 clusters Score -1.171423e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -11714273.000000 Penalty: 5691.334961
	Iteration 24Q: 3 clusters Score -1.171427e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95756 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11714297.000000 Penalty: 5691.334961
	Iteration 25Q: 3 clusters Score -1.17143e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95785 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11714328.000000 Penalty: 5691.334961
	Iteration 26Q: 3 clusters Score -1.171433e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95797 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -11714338.000000 Penalty: 5691.334961
	Iteration 27Q: 3 clusters Score -1.171434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95804 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11714342.000000 Penalty: 5691.334961
	Iteration 28Q: 3 clusters Score -1.171434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95809 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11714359.000000 Penalty: 5691.334961
	Iteration 29Q: 3 clusters Score -1.171436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -11714367.000000 Penalty: 5691.334961
	Iteration 30Q: 3 clusters Score -1.171437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11714372.000000 Penalty: 5691.334961
	Iteration 31Q: 3 clusters Score -1.171437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95818 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -11714367.000000 Penalty: 5691.334961
	Iteration 32Q: 3 clusters Score -1.171437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95820 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11714370.000000 Penalty: 5691.334961
	Iteration 33Q: 3 clusters Score -1.171437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95820 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11714370.000000 Penalty: 5691.334961
	Iteration 34F: 3 clusters Score -1.171437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -127127.429688 Penalty: 1743.433350
	Iteration 0F: 2 clusters Score -127127.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -125091.140625 Penalty: 3486.866699
	Iteration 0F: 3 clusters Score -125091.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125407.781250 Penalty: 3486.866699
	Iteration 1F: 3 clusters Score -125407.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -125499.843750 Penalty: 3486.866699
	Iteration 2F: 3 clusters Score -125499.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -125544.562500 Penalty: 3486.866699
	Iteration 3Q: 3 clusters Score -125544.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -125576.601562 Penalty: 3486.866699
	Iteration 4Q: 3 clusters Score -125576.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -125609.531250 Penalty: 3486.866699
	Iteration 5Q: 3 clusters Score -125609.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -125635.453125 Penalty: 3486.866699
	Iteration 6Q: 3 clusters Score -125635.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -125657.000000 Penalty: 3486.866699
	Iteration 7Q: 3 clusters Score -125657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -125682.750000 Penalty: 3486.866699
	Iteration 8Q: 3 clusters Score -125682.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -125709.226562 Penalty: 3486.866699
	Iteration 9Q: 3 clusters Score -125709.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -125740.968750 Penalty: 3486.866699
	Iteration 10Q: 3 clusters Score -125741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -125780.937500 Penalty: 3486.866699
	Iteration 11Q: 3 clusters Score -125780.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125833.328125 Penalty: 3486.866699
	Iteration 12Q: 3 clusters Score -125833.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -125863.164062 Penalty: 3486.866699
	Iteration 13Q: 3 clusters Score -125863.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -125883.226562 Penalty: 3486.866699
	Iteration 14Q: 3 clusters Score -125883.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -125891.195312 Penalty: 3486.866699
	Iteration 15Q: 3 clusters Score -125891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -125902.359375 Penalty: 3486.866699
	Iteration 16Q: 3 clusters Score -125902.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -125909.093750 Penalty: 3486.866699
	Iteration 17Q: 3 clusters Score -125909.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -125911.992188 Penalty: 3486.866699
	Iteration 18Q: 3 clusters Score -125912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125913.273438 Penalty: 3486.866699
	Iteration 19Q: 3 clusters Score -125913.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125914.804688 Penalty: 3486.866699
	Iteration 20F: 3 clusters Score -125914.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Entering Unmasked Estep 
Score: -2571664.500000 Penalty: 2472.763184
	Iteration 0F: 2 clusters Score -2571664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2556650.250000 Penalty: 4945.526367
	Iteration 0F: 3 clusters Score -2556650 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2561881.500000 Penalty: 4945.526367
	Iteration 1F: 3 clusters Score -2561882 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2562396.250000 Penalty: 4945.526367
	Iteration 2F: 3 clusters Score -2562396 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2562876.750000 Penalty: 4945.526367
	Iteration 3F: 3 clusters Score -2562877 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2563430.500000 Penalty: 4945.526367
	Iteration 4Q: 3 clusters Score -2563430 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2564079.500000 Penalty: 4945.526367
	Iteration 5F: 3 clusters Score -2564080 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2564845.500000 Penalty: 4945.526367
	Iteration 6F: 3 clusters Score -2564846 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2565774.000000 Penalty: 4945.526367
	Iteration 7F: 3 clusters Score -2565774 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2566808.500000 Penalty: 4945.526367
	Iteration 8F: 3 clusters Score -2566808 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2567656.750000 Penalty: 4945.526367
	Iteration 9F: 3 clusters Score -2567657 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2568270.000000 Penalty: 4945.526367
	Iteration 10Q: 3 clusters Score -2568270 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2568632.750000 Penalty: 4945.526367
	Iteration 11Q: 3 clusters Score -2568633 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2568816.000000 Penalty: 4945.526367
	Iteration 12Q: 3 clusters Score -2568816 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2568941.250000 Penalty: 4945.526367
	Iteration 13Q: 3 clusters Score -2568941 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2569022.750000 Penalty: 4945.526367
	Iteration 14Q: 3 clusters Score -2569023 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2569070.500000 Penalty: 4945.526367
	Iteration 15Q: 3 clusters Score -2569070 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2569126.250000 Penalty: 4945.526367
	Iteration 16Q: 3 clusters Score -2569126 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2569161.750000 Penalty: 4945.526367
	Iteration 17Q: 3 clusters Score -2569162 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2569195.000000 Penalty: 4945.526367
	Iteration 18Q: 3 clusters Score -2569195 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2569222.750000 Penalty: 4945.526367
	Iteration 19Q: 3 clusters Score -2569223 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2569249.500000 Penalty: 4945.526367
	Iteration 20F: 3 clusters Score -2569250 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2569280.250000 Penalty: 4945.526367
	Iteration 21Q: 3 clusters Score -2569280 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2569285.250000 Penalty: 4945.526367
	Iteration 22Q: 3 clusters Score -2569285 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2569313.750000 Penalty: 4945.526367
	Iteration 23Q: 3 clusters Score -2569314 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2569330.500000 Penalty: 4945.526367
	Iteration 24Q: 3 clusters Score -2569330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2569355.750000 Penalty: 4945.526367
	Iteration 25Q: 3 clusters Score -2569356 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2569372.000000 Penalty: 4945.526367
	Iteration 26Q: 3 clusters Score -2569372 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2569392.500000 Penalty: 4945.526367
	Iteration 27Q: 3 clusters Score -2569392 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2569424.750000 Penalty: 4945.526367
	Iteration 28Q: 3 clusters Score -2569425 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2569436.500000 Penalty: 4945.526367
	Iteration 29Q: 3 clusters Score -2569436 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2569446.250000 Penalty: 4945.526367
	Iteration 30Q: 3 clusters Score -2569446 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2569462.750000 Penalty: 4945.526367
	Iteration 31Q: 3 clusters Score -2569463 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2569481.000000 Penalty: 4945.526367
	Iteration 32Q: 3 clusters Score -2569481 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2569488.750000 Penalty: 4945.526367
	Iteration 33Q: 3 clusters Score -2569489 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2569509.000000 Penalty: 4945.526367
	Iteration 34Q: 3 clusters Score -2569509 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2569519.750000 Penalty: 4945.526367
	Iteration 35Q: 3 clusters Score -2569520 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2569516.250000 Penalty: 4945.526367
	Iteration 36Q: 3 clusters Score -2569516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2569537.000000 Penalty: 4945.526367
	Iteration 37Q: 3 clusters Score -2569537 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2569551.500000 Penalty: 4945.526367
	Iteration 38Q: 3 clusters Score -2569552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2569560.250000 Penalty: 4945.526367
	Iteration 39Q: 3 clusters Score -2569560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2569564.750000 Penalty: 4945.526367
	Iteration 40F: 3 clusters Score -2569565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2569576.250000 Penalty: 4945.526367
	Iteration 41Q: 3 clusters Score -2569576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2569580.250000 Penalty: 4945.526367
	Iteration 42Q: 3 clusters Score -2569580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2569587.500000 Penalty: 4945.526367
	Iteration 43Q: 3 clusters Score -2569588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2569590.500000 Penalty: 4945.526367
	Iteration 44Q: 3 clusters Score -2569590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2569594.000000 Penalty: 4945.526367
	Iteration 45Q: 3 clusters Score -2569594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2569593.250000 Penalty: 4945.526367
	Iteration 46Q: 3 clusters Score -2569593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2569606.250000 Penalty: 4945.526367
	Iteration 47Q: 3 clusters Score -2569606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2569618.000000 Penalty: 4945.526367
	Iteration 48Q: 3 clusters Score -2569618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2569626.500000 Penalty: 4945.526367
	Iteration 49Q: 3 clusters Score -2569626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2569636.000000 Penalty: 4945.526367
	Iteration 50Q: 3 clusters Score -2569636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2569649.500000 Penalty: 4945.526367
	Iteration 51Q: 3 clusters Score -2569650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2569646.000000 Penalty: 4945.526367
	Iteration 52Q: 3 clusters Score -2569646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2569654.250000 Penalty: 4945.526367
	Iteration 53Q: 3 clusters Score -2569654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2569657.500000 Penalty: 4945.526367
	Iteration 54Q: 3 clusters Score -2569658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2569662.250000 Penalty: 4945.526367
	Iteration 55Q: 3 clusters Score -2569662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2569664.250000 Penalty: 4945.526367
	Iteration 56Q: 3 clusters Score -2569664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2569669.750000 Penalty: 4945.526367
	Iteration 57Q: 3 clusters Score -2569670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2569668.500000 Penalty: 4945.526367
	Iteration 58Q: 3 clusters Score -2569668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2569673.000000 Penalty: 4945.526367
	Iteration 59Q: 3 clusters Score -2569673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2569678.500000 Penalty: 4945.526367
	Iteration 60F: 3 clusters Score -2569678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2569687.000000 Penalty: 4945.526367
	Iteration 61Q: 3 clusters Score -2569687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2569684.000000 Penalty: 4945.526367
	Iteration 62Q: 3 clusters Score -2569684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2569691.000000 Penalty: 4945.526367
	Iteration 63Q: 3 clusters Score -2569691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2569694.000000 Penalty: 4945.526367
	Iteration 64Q: 3 clusters Score -2569694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2569704.000000 Penalty: 4945.526367
	Iteration 65Q: 3 clusters Score -2569704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2569711.000000 Penalty: 4945.526367
	Iteration 66Q: 3 clusters Score -2569711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2569707.500000 Penalty: 4945.526367
	Iteration 67Q: 3 clusters Score -2569708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2569713.750000 Penalty: 4945.526367
	Iteration 68Q: 3 clusters Score -2569714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2569720.000000 Penalty: 4945.526367
	Iteration 69Q: 3 clusters Score -2569720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2569722.250000 Penalty: 4945.526367
	Iteration 70Q: 3 clusters Score -2569722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2569722.250000 Penalty: 4945.526367
	Iteration 71Q: 3 clusters Score -2569722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2569732.250000 Penalty: 4945.526367
	Iteration 72Q: 3 clusters Score -2569732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2569731.500000 Penalty: 4945.526367
	Iteration 73Q: 3 clusters Score -2569732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2569730.500000 Penalty: 4945.526367
	Iteration 74Q: 3 clusters Score -2569730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2569733.500000 Penalty: 4945.526367
	Iteration 75Q: 3 clusters Score -2569734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2569737.500000 Penalty: 4945.526367
	Iteration 76Q: 3 clusters Score -2569738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2569740.500000 Penalty: 4945.526367
	Iteration 77Q: 3 clusters Score -2569740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2569744.750000 Penalty: 4945.526367
	Iteration 78Q: 3 clusters Score -2569745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2569755.000000 Penalty: 4945.526367
	Iteration 79Q: 3 clusters Score -2569755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2569753.000000 Penalty: 4945.526367
	Iteration 80F: 3 clusters Score -2569753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2569757.500000 Penalty: 4945.526367
	Iteration 81Q: 3 clusters Score -2569758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2569769.750000 Penalty: 4945.526367
	Iteration 82Q: 3 clusters Score -2569770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2569772.500000 Penalty: 4945.526367
	Iteration 83Q: 3 clusters Score -2569772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2569768.750000 Penalty: 4945.526367
	Iteration 84Q: 3 clusters Score -2569769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2569777.250000 Penalty: 4945.526367
	Iteration 85Q: 3 clusters Score -2569777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2569783.500000 Penalty: 4945.526367
	Iteration 86Q: 3 clusters Score -2569784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2569786.500000 Penalty: 4945.526367
	Iteration 87Q: 3 clusters Score -2569786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2569793.250000 Penalty: 4945.526367
	Iteration 88Q: 3 clusters Score -2569793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2569797.500000 Penalty: 4945.526367
	Iteration 89Q: 3 clusters Score -2569798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2569802.000000 Penalty: 4945.526367
	Iteration 90Q: 3 clusters Score -2569802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2569808.500000 Penalty: 4945.526367
	Iteration 91Q: 3 clusters Score -2569808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2569813.000000 Penalty: 4945.526367
	Iteration 92Q: 3 clusters Score -2569813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2569819.000000 Penalty: 4945.526367
	Iteration 93Q: 3 clusters Score -2569819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2569826.000000 Penalty: 4945.526367
	Iteration 94Q: 3 clusters Score -2569826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2569823.250000 Penalty: 4945.526367
	Iteration 95Q: 3 clusters Score -2569823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2569822.750000 Penalty: 4945.526367
	Iteration 96Q: 3 clusters Score -2569823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2569829.500000 Penalty: 4945.526367
	Iteration 97Q: 3 clusters Score -2569830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2569836.500000 Penalty: 4945.526367
	Iteration 98Q: 3 clusters Score -2569836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2569833.000000 Penalty: 4945.526367
	Iteration 99Q: 3 clusters Score -2569833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2569830.250000 Penalty: 4945.526367
	Iteration 100F: 3 clusters Score -2569830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2569843.500000 Penalty: 4945.526367
	Iteration 101Q: 3 clusters Score -2569844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2569834.250000 Penalty: 4945.526367
	Iteration 102Q: 3 clusters Score -2569834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2569837.500000 Penalty: 4945.526367
	Iteration 103Q: 3 clusters Score -2569838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2569838.750000 Penalty: 4945.526367
	Iteration 104Q: 3 clusters Score -2569839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2569843.750000 Penalty: 4945.526367
	Iteration 105Q: 3 clusters Score -2569844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2569840.250000 Penalty: 4945.526367
	Iteration 106Q: 3 clusters Score -2569840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2569838.250000 Penalty: 4945.526367
	Iteration 107Q: 3 clusters Score -2569838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2569841.500000 Penalty: 4945.526367
	Iteration 108Q: 3 clusters Score -2569842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2569839.750000 Penalty: 4945.526367
	Iteration 109Q: 3 clusters Score -2569840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2569838.750000 Penalty: 4945.526367
	Iteration 110Q: 3 clusters Score -2569839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2569844.750000 Penalty: 4945.526367
	Iteration 111Q: 3 clusters Score -2569845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2569845.000000 Penalty: 4945.526367
	Iteration 112Q: 3 clusters Score -2569845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2569847.500000 Penalty: 4945.526367
	Iteration 113Q: 3 clusters Score -2569848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2569846.500000 Penalty: 4945.526367
	Iteration 114Q: 3 clusters Score -2569846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2569845.500000 Penalty: 4945.526367
	Iteration 115Q: 3 clusters Score -2569846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2569848.250000 Penalty: 4945.526367
	Iteration 116Q: 3 clusters Score -2569848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2569849.000000 Penalty: 4945.526367
	Iteration 117Q: 3 clusters Score -2569849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2569848.000000 Penalty: 4945.526367
	Iteration 118Q: 3 clusters Score -2569848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2569842.500000 Penalty: 4945.526367
	Iteration 119Q: 3 clusters Score -2569842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2569845.000000 Penalty: 4945.526367
	Iteration 120F: 3 clusters Score -2569845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2569846.750000 Penalty: 4945.526367
	Iteration 121Q: 3 clusters Score -2569847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2569841.750000 Penalty: 4945.526367
	Iteration 122Q: 3 clusters Score -2569842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2569839.750000 Penalty: 4945.526367
	Iteration 123Q: 3 clusters Score -2569840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2569839.750000 Penalty: 4945.526367
	Iteration 124Q: 3 clusters Score -2569840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2569839.500000 Penalty: 4945.526367
	Iteration 125Q: 3 clusters Score -2569840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2569839.250000 Penalty: 4945.526367
	Iteration 126Q: 3 clusters Score -2569839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2569839.250000 Penalty: 4945.526367
	Iteration 127Q: 3 clusters Score -2569839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2569839.250000 Penalty: 4945.526367
	Iteration 128F: 3 clusters Score -2569839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -768314.500000 Penalty: 2183.881836
	Iteration 0F: 2 clusters Score -768314.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -762756.500000 Penalty: 4367.763672
	Iteration 0F: 3 clusters Score -762756.5 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -764339.125000 Penalty: 4367.763672
	Iteration 1F: 3 clusters Score -764339.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -764829.187500 Penalty: 4367.763672
	Iteration 2F: 3 clusters Score -764829.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -765304.000000 Penalty: 4367.763672
	Iteration 3F: 3 clusters Score -765304 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -765790.187500 Penalty: 4367.763672
	Iteration 4F: 3 clusters Score -765790.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -766214.812500 Penalty: 4367.763672
	Iteration 5F: 3 clusters Score -766214.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -766552.812500 Penalty: 4367.763672
	Iteration 6F: 3 clusters Score -766552.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -766812.937500 Penalty: 4367.763672
	Iteration 7Q: 3 clusters Score -766812.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -767018.125000 Penalty: 4367.763672
	Iteration 8Q: 3 clusters Score -767018.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -767163.062500 Penalty: 4367.763672
	Iteration 9Q: 3 clusters Score -767163.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -767262.000000 Penalty: 4367.763672
	Iteration 10Q: 3 clusters Score -767262 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -767342.125000 Penalty: 4367.763672
	Iteration 11Q: 3 clusters Score -767342.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -767405.875000 Penalty: 4367.763672
	Iteration 12Q: 3 clusters Score -767405.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -767464.875000 Penalty: 4367.763672
	Iteration 13Q: 3 clusters Score -767464.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -767503.000000 Penalty: 4367.763672
	Iteration 14Q: 3 clusters Score -767503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -767523.125000 Penalty: 4367.763672
	Iteration 15Q: 3 clusters Score -767523.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -767539.750000 Penalty: 4367.763672
	Iteration 16Q: 3 clusters Score -767539.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -767551.875000 Penalty: 4367.763672
	Iteration 17Q: 3 clusters Score -767551.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -767563.125000 Penalty: 4367.763672
	Iteration 18Q: 3 clusters Score -767563.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -767573.000000 Penalty: 4367.763672
	Iteration 19Q: 3 clusters Score -767573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -767576.250000 Penalty: 4367.763672
	Iteration 20F: 3 clusters Score -767576.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -767582.125000 Penalty: 4367.763672
	Iteration 21Q: 3 clusters Score -767582.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -767585.500000 Penalty: 4367.763672
	Iteration 22Q: 3 clusters Score -767585.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -767588.500000 Penalty: 4367.763672
	Iteration 23Q: 3 clusters Score -767588.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -767591.250000 Penalty: 4367.763672
	Iteration 24Q: 3 clusters Score -767591.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -767592.812500 Penalty: 4367.763672
	Iteration 25Q: 3 clusters Score -767592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -767592.000000 Penalty: 4367.763672
	Iteration 26Q: 3 clusters Score -767592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -767592.000000 Penalty: 4367.763672
	Iteration 27F: 3 clusters Score -767592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Entering Unmasked Estep 
Score: -413530.250000 Penalty: 1949.803833
	Iteration 0F: 2 clusters Score -413530.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -410520.687500 Penalty: 3899.607666
	Iteration 0F: 3 clusters Score -410520.7 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -411241.718750 Penalty: 3899.607666
	Iteration 1F: 3 clusters Score -411241.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -411458.531250 Penalty: 3899.607666
	Iteration 2F: 3 clusters Score -411458.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -411622.687500 Penalty: 3899.607666
	Iteration 3F: 3 clusters Score -411622.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -411736.812500 Penalty: 3899.607666
	Iteration 4Q: 3 clusters Score -411736.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -411833.500000 Penalty: 3899.607666
	Iteration 5Q: 3 clusters Score -411833.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -411921.968750 Penalty: 3899.607666
	Iteration 6Q: 3 clusters Score -411922 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -411996.906250 Penalty: 3899.607666
	Iteration 7Q: 3 clusters Score -411996.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -412044.875000 Penalty: 3899.607666
	Iteration 8Q: 3 clusters Score -412044.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -412083.125000 Penalty: 3899.607666
	Iteration 9Q: 3 clusters Score -412083.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -412110.656250 Penalty: 3899.607666
	Iteration 10Q: 3 clusters Score -412110.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -412139.406250 Penalty: 3899.607666
	Iteration 11Q: 3 clusters Score -412139.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -412174.687500 Penalty: 3899.607666
	Iteration 12Q: 3 clusters Score -412174.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -412207.000000 Penalty: 3899.607666
	Iteration 13Q: 3 clusters Score -412207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -412234.375000 Penalty: 3899.607666
	Iteration 14Q: 3 clusters Score -412234.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -412254.125000 Penalty: 3899.607666
	Iteration 15Q: 3 clusters Score -412254.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -412270.562500 Penalty: 3899.607666
	Iteration 16Q: 3 clusters Score -412270.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -412286.062500 Penalty: 3899.607666
	Iteration 17Q: 3 clusters Score -412286.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -412302.125000 Penalty: 3899.607666
	Iteration 18Q: 3 clusters Score -412302.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -412316.562500 Penalty: 3899.607666
	Iteration 19Q: 3 clusters Score -412316.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -412325.250000 Penalty: 3899.607666
	Iteration 20F: 3 clusters Score -412325.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -412331.375000 Penalty: 3899.607666
	Iteration 21Q: 3 clusters Score -412331.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -412341.968750 Penalty: 3899.607666
	Iteration 22Q: 3 clusters Score -412342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -412350.843750 Penalty: 3899.607666
	Iteration 23Q: 3 clusters Score -412350.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -412358.625000 Penalty: 3899.607666
	Iteration 24Q: 3 clusters Score -412358.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -412362.468750 Penalty: 3899.607666
	Iteration 25Q: 3 clusters Score -412362.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -412368.781250 Penalty: 3899.607666
	Iteration 26Q: 3 clusters Score -412368.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -412372.937500 Penalty: 3899.607666
	Iteration 27Q: 3 clusters Score -412372.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -412375.562500 Penalty: 3899.607666
	Iteration 28Q: 3 clusters Score -412375.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -412375.812500 Penalty: 3899.607666
	Iteration 29Q: 3 clusters Score -412375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -412378.468750 Penalty: 3899.607666
	Iteration 30Q: 3 clusters Score -412378.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -412378.406250 Penalty: 3899.607666
	Iteration 31Q: 3 clusters Score -412378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -412378.750000 Penalty: 3899.607666
	Iteration 32Q: 3 clusters Score -412378.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -412378.750000 Penalty: 3899.607666
	Iteration 33F: 3 clusters Score -412378.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Entering Unmasked Estep 
Score: -637049.187500 Penalty: 2132.724121
	Iteration 0F: 2 clusters Score -637049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -632265.187500 Penalty: 4265.448242
	Iteration 0F: 3 clusters Score -632265.2 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -633462.062500 Penalty: 4265.448242
	Iteration 1F: 3 clusters Score -633462.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -633688.312500 Penalty: 4265.448242
	Iteration 2F: 3 clusters Score -633688.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -633869.562500 Penalty: 4265.448242
	Iteration 3F: 3 clusters Score -633869.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -634050.500000 Penalty: 4265.448242
	Iteration 4Q: 3 clusters Score -634050.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -634218.062500 Penalty: 4265.448242
	Iteration 5Q: 3 clusters Score -634218.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -634408.187500 Penalty: 4265.448242
	Iteration 6Q: 3 clusters Score -634408.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -634685.000000 Penalty: 4265.448242
	Iteration 7Q: 3 clusters Score -634685 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -634963.375000 Penalty: 4265.448242
	Iteration 8Q: 3 clusters Score -634963.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -635222.500000 Penalty: 4265.448242
	Iteration 9F: 3 clusters Score -635222.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -635438.562500 Penalty: 4265.448242
	Iteration 10Q: 3 clusters Score -635438.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -635655.062500 Penalty: 4265.448242
	Iteration 11Q: 3 clusters Score -635655.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -635945.562500 Penalty: 4265.448242
	Iteration 12Q: 3 clusters Score -635945.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -636276.125000 Penalty: 4265.448242
	Iteration 13Q: 3 clusters Score -636276.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -636581.437500 Penalty: 4265.448242
	Iteration 14Q: 3 clusters Score -636581.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -636751.937500 Penalty: 4265.448242
	Iteration 15Q: 3 clusters Score -636751.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -636867.500000 Penalty: 4265.448242
	Iteration 16Q: 3 clusters Score -636867.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -636931.500000 Penalty: 4265.448242
	Iteration 17Q: 3 clusters Score -636931.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -636966.562500 Penalty: 4265.448242
	Iteration 18Q: 3 clusters Score -636966.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -636986.500000 Penalty: 4265.448242
	Iteration 19Q: 3 clusters Score -636986.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -637007.687500 Penalty: 4265.448242
	Iteration 20F: 3 clusters Score -637007.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -637017.187500 Penalty: 4265.448242
	Iteration 21Q: 3 clusters Score -637017.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -637021.437500 Penalty: 4265.448242
	Iteration 22Q: 3 clusters Score -637021.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -637024.812500 Penalty: 4265.448242
	Iteration 23Q: 3 clusters Score -637024.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -637025.687500 Penalty: 4265.448242
	Iteration 24Q: 3 clusters Score -637025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -637026.687500 Penalty: 4265.448242
	Iteration 25Q: 3 clusters Score -637026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -637027.125000 Penalty: 4265.448242
	Iteration 26Q: 3 clusters Score -637027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -637029.312500 Penalty: 4265.448242
	Iteration 27Q: 3 clusters Score -637029.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -637031.125000 Penalty: 4265.448242
	Iteration 28Q: 3 clusters Score -637031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -637031.562500 Penalty: 4265.448242
	Iteration 29Q: 3 clusters Score -637031.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -637033.375000 Penalty: 4265.448242
	Iteration 30Q: 3 clusters Score -637033.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -637035.437500 Penalty: 4265.448242
	Iteration 31Q: 3 clusters Score -637035.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -637037.625000 Penalty: 4265.448242
	Iteration 32Q: 3 clusters Score -637037.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -637039.875000 Penalty: 4265.448242
	Iteration 33Q: 3 clusters Score -637039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -637040.125000 Penalty: 4265.448242
	Iteration 34Q: 3 clusters Score -637040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -637041.750000 Penalty: 4265.448242
	Iteration 35Q: 3 clusters Score -637041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -637042.500000 Penalty: 4265.448242
	Iteration 36Q: 3 clusters Score -637042.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -637043.125000 Penalty: 4265.448242
	Iteration 37Q: 3 clusters Score -637043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -637043.437500 Penalty: 4265.448242
	Iteration 38Q: 3 clusters Score -637043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -637043.625000 Penalty: 4265.448242
	Iteration 39Q: 3 clusters Score -637043.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -637043.625000 Penalty: 4265.448242
	Iteration 40F: 3 clusters Score -637043.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Entering Unmasked Estep 
Score: -790517.312500 Penalty: 2184.920166
	Iteration 0F: 2 clusters Score -790517.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -784976.125000 Penalty: 4369.840332
	Iteration 0F: 3 clusters Score -784976.1 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -786908.812500 Penalty: 4369.840332
	Iteration 1F: 3 clusters Score -786908.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -787744.500000 Penalty: 4369.840332
	Iteration 2F: 3 clusters Score -787744.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -788480.437500 Penalty: 4369.840332
	Iteration 3F: 3 clusters Score -788480.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -789145.375000 Penalty: 4369.840332
	Iteration 4F: 3 clusters Score -789145.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -789692.500000 Penalty: 4369.840332
	Iteration 5F: 3 clusters Score -789692.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -790003.875000 Penalty: 4369.840332
	Iteration 6Q: 3 clusters Score -790003.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -790166.937500 Penalty: 4369.840332
	Iteration 7Q: 3 clusters Score -790166.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -790271.750000 Penalty: 4369.840332
	Iteration 8Q: 3 clusters Score -790271.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -790353.937500 Penalty: 4369.840332
	Iteration 9Q: 3 clusters Score -790353.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -790421.937500 Penalty: 4369.840332
	Iteration 10Q: 3 clusters Score -790421.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -790505.187500 Penalty: 4369.840332
	Iteration 11Q: 3 clusters Score -790505.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -790566.000000 Penalty: 4369.840332
	Iteration 12Q: 3 clusters Score -790566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -790600.312500 Penalty: 4369.840332
	Iteration 13Q: 3 clusters Score -790600.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -790618.562500 Penalty: 4369.840332
	Iteration 14Q: 3 clusters Score -790618.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -790637.625000 Penalty: 4369.840332
	Iteration 15Q: 3 clusters Score -790637.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -790650.625000 Penalty: 4369.840332
	Iteration 16Q: 3 clusters Score -790650.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -790664.562500 Penalty: 4369.840332
	Iteration 17Q: 3 clusters Score -790664.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -790681.312500 Penalty: 4369.840332
	Iteration 18Q: 3 clusters Score -790681.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -790703.937500 Penalty: 4369.840332
	Iteration 19Q: 3 clusters Score -790703.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -790741.250000 Penalty: 4369.840332
	Iteration 20F: 3 clusters Score -790741.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -790786.812500 Penalty: 4369.840332
	Iteration 21Q: 3 clusters Score -790786.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -790835.875000 Penalty: 4369.840332
	Iteration 22Q: 3 clusters Score -790835.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -790906.312500 Penalty: 4369.840332
	Iteration 23Q: 3 clusters Score -790906.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -790989.500000 Penalty: 4369.840332
	Iteration 24Q: 3 clusters Score -790989.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -791086.625000 Penalty: 4369.840332
	Iteration 25Q: 3 clusters Score -791086.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -791146.875000 Penalty: 4369.840332
	Iteration 26Q: 3 clusters Score -791146.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -791172.937500 Penalty: 4369.840332
	Iteration 27Q: 3 clusters Score -791172.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -791181.687500 Penalty: 4369.840332
	Iteration 28Q: 3 clusters Score -791181.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -791187.187500 Penalty: 4369.840332
	Iteration 29Q: 3 clusters Score -791187.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -791192.812500 Penalty: 4369.840332
	Iteration 30Q: 3 clusters Score -791192.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -791196.625000 Penalty: 4369.840332
	Iteration 31Q: 3 clusters Score -791196.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -791200.062500 Penalty: 4369.840332
	Iteration 32Q: 3 clusters Score -791200.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -791202.062500 Penalty: 4369.840332
	Iteration 33Q: 3 clusters Score -791202.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -791201.625000 Penalty: 4369.840332
	Iteration 34Q: 3 clusters Score -791201.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -791204.937500 Penalty: 4369.840332
	Iteration 35Q: 3 clusters Score -791204.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -791204.437500 Penalty: 4369.840332
	Iteration 36Q: 3 clusters Score -791204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -791206.625000 Penalty: 4369.840332
	Iteration 37Q: 3 clusters Score -791206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -791206.687500 Penalty: 4369.840332
	Iteration 38Q: 3 clusters Score -791206.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -791208.125000 Penalty: 4369.840332
	Iteration 39Q: 3 clusters Score -791208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -791207.125000 Penalty: 4369.840332
	Iteration 40F: 3 clusters Score -791207.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 234144 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18442 members 
Mstep: Class 6 contains 78008 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10749 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 95514 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15534 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21393 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 2791 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3786 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2510 members 
Mstep: Class 46 contains 2206 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4407 members 
Mstep: Class 50 contains 6701 members 
Mstep: Class 51 contains 2220 members 
Mstep: Class 52 contains 17766 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5798 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5434 members 
Mstep: Class 67 contains 10664 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2759 members 
Mstep: Class 70 contains 1695 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2233 members 
Mstep: Class 73 contains 2121 members 
Mstep: Class 74 contains 3253 members 
Mstep: Class 75 contains 1345 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5554 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7795 members 
Mstep: Class 81 contains 361 members 
Mstep: Class 82 contains 3911 members 
Entering Unmasked Estep 
Score: -154535840.000000 Penalty: 286492.562500
Splitting cluster 29 changes total score from -154536688.000000 to -154535840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (10448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Entering Unmasked Estep 
Score: -1125625.375000 Penalty: 2295.033203
	Iteration 0F: 2 clusters Score -1125625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1117769.750000 Penalty: 4590.066406
	Iteration 0F: 3 clusters Score -1117770 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1120359.125000 Penalty: 4590.066406
	Iteration 1F: 3 clusters Score -1120359 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1120856.875000 Penalty: 4590.066406
	Iteration 2F: 3 clusters Score -1120857 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1121280.000000 Penalty: 4590.066406
	Iteration 3F: 3 clusters Score -1121280 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1121684.625000 Penalty: 4590.066406
	Iteration 4F: 3 clusters Score -1121685 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1122221.750000 Penalty: 4590.066406
	Iteration 5F: 3 clusters Score -1122222 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1122776.250000 Penalty: 4590.066406
	Iteration 6F: 3 clusters Score -1122776 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1123252.750000 Penalty: 4590.066406
	Iteration 7F: 3 clusters Score -1123253 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1123610.625000 Penalty: 4590.066406
	Iteration 8Q: 3 clusters Score -1123611 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1123875.375000 Penalty: 4590.066406
	Iteration 9Q: 3 clusters Score -1123875 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1124008.375000 Penalty: 4590.066406
	Iteration 10Q: 3 clusters Score -1124008 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1124107.500000 Penalty: 4590.066406
	Iteration 11Q: 3 clusters Score -1124108 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1124181.125000 Penalty: 4590.066406
	Iteration 12Q: 3 clusters Score -1124181 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1124226.125000 Penalty: 4590.066406
	Iteration 13Q: 3 clusters Score -1124226 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1124267.750000 Penalty: 4590.066406
	Iteration 14Q: 3 clusters Score -1124268 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1124297.875000 Penalty: 4590.066406
	Iteration 15Q: 3 clusters Score -1124298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1124314.250000 Penalty: 4590.066406
	Iteration 16Q: 3 clusters Score -1124314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1124320.375000 Penalty: 4590.066406
	Iteration 17Q: 3 clusters Score -1124320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1124327.500000 Penalty: 4590.066406
	Iteration 18Q: 3 clusters Score -1124328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1124336.875000 Penalty: 4590.066406
	Iteration 19Q: 3 clusters Score -1124337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1124339.125000 Penalty: 4590.066406
	Iteration 20F: 3 clusters Score -1124339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1124344.375000 Penalty: 4590.066406
	Iteration 21Q: 3 clusters Score -1124344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1124344.250000 Penalty: 4590.066406
	Iteration 22Q: 3 clusters Score -1124344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1124343.625000 Penalty: 4590.066406
	Iteration 23Q: 3 clusters Score -1124344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1124346.000000 Penalty: 4590.066406
	Iteration 24Q: 3 clusters Score -1124346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1124341.875000 Penalty: 4590.066406
	Iteration 25Q: 3 clusters Score -1124342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1124344.250000 Penalty: 4590.066406
	Iteration 26Q: 3 clusters Score -1124344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1124348.750000 Penalty: 4590.066406
	Iteration 27Q: 3 clusters Score -1124349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1124352.250000 Penalty: 4590.066406
	Iteration 28Q: 3 clusters Score -1124352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1124350.875000 Penalty: 4590.066406
	Iteration 29Q: 3 clusters Score -1124351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1124353.125000 Penalty: 4590.066406
	Iteration 30Q: 3 clusters Score -1124353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1124358.000000 Penalty: 4590.066406
	Iteration 31Q: 3 clusters Score -1124358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1124361.125000 Penalty: 4590.066406
	Iteration 32Q: 3 clusters Score -1124361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1124364.375000 Penalty: 4590.066406
	Iteration 33Q: 3 clusters Score -1124364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1124362.625000 Penalty: 4590.066406
	Iteration 34Q: 3 clusters Score -1124363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1124367.750000 Penalty: 4590.066406
	Iteration 35Q: 3 clusters Score -1124368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1124369.750000 Penalty: 4590.066406
	Iteration 36Q: 3 clusters Score -1124370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1124371.625000 Penalty: 4590.066406
	Iteration 37Q: 3 clusters Score -1124372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1124380.875000 Penalty: 4590.066406
	Iteration 38Q: 3 clusters Score -1124381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1124379.500000 Penalty: 4590.066406
	Iteration 39Q: 3 clusters Score -1124380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1124388.125000 Penalty: 4590.066406
	Iteration 40F: 3 clusters Score -1124388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1124396.875000 Penalty: 4590.066406
	Iteration 41Q: 3 clusters Score -1124397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1124400.625000 Penalty: 4590.066406
	Iteration 42Q: 3 clusters Score -1124401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1124406.875000 Penalty: 4590.066406
	Iteration 43Q: 3 clusters Score -1124407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1124416.625000 Penalty: 4590.066406
	Iteration 44Q: 3 clusters Score -1124417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1124417.250000 Penalty: 4590.066406
	Iteration 45Q: 3 clusters Score -1124417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1124420.500000 Penalty: 4590.066406
	Iteration 46Q: 3 clusters Score -1124420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1124422.375000 Penalty: 4590.066406
	Iteration 47Q: 3 clusters Score -1124422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1124424.375000 Penalty: 4590.066406
	Iteration 48Q: 3 clusters Score -1124424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1124425.375000 Penalty: 4590.066406
	Iteration 49Q: 3 clusters Score -1124425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1124428.000000 Penalty: 4590.066406
	Iteration 50Q: 3 clusters Score -1124428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1124428.000000 Penalty: 4590.066406
	Iteration 51Q: 3 clusters Score -1124428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1124427.375000 Penalty: 4590.066406
	Iteration 52Q: 3 clusters Score -1124427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1124425.750000 Penalty: 4590.066406
	Iteration 53Q: 3 clusters Score -1124426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1124425.500000 Penalty: 4590.066406
	Iteration 54Q: 3 clusters Score -1124426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1124425.375000 Penalty: 4590.066406
	Iteration 55Q: 3 clusters Score -1124425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1124427.250000 Penalty: 4590.066406
	Iteration 56Q: 3 clusters Score -1124427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1124429.750000 Penalty: 4590.066406
	Iteration 57Q: 3 clusters Score -1124430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1124428.125000 Penalty: 4590.066406
	Iteration 58Q: 3 clusters Score -1124428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1124426.375000 Penalty: 4590.066406
	Iteration 59Q: 3 clusters Score -1124426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1124427.250000 Penalty: 4590.066406
	Iteration 60F: 3 clusters Score -1124427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Entering Unmasked Estep 
Score: -4730974.500000 Penalty: 2622.137695
	Iteration 0F: 2 clusters Score -4730974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4704546.000000 Penalty: 5244.275391
	Iteration 0F: 3 clusters Score -4704546 nChanged 17803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4714221.000000 Penalty: 5244.275391
	Iteration 1F: 3 clusters Score -4714221 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -4714741.000000 Penalty: 5244.275391
	Iteration 2Q: 3 clusters Score -4714741 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -4715235.500000 Penalty: 5244.275391
	Iteration 3Q: 3 clusters Score -4715236 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -4715772.500000 Penalty: 5244.275391
	Iteration 4Q: 3 clusters Score -4715772 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -4716389.000000 Penalty: 5244.275391
	Iteration 5Q: 3 clusters Score -4716389 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -4717209.500000 Penalty: 5244.275391
	Iteration 6Q: 3 clusters Score -4717210 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -4718386.500000 Penalty: 5244.275391
	Iteration 7F: 3 clusters Score -4718386 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -4720027.500000 Penalty: 5244.275391
	Iteration 8F: 3 clusters Score -4720028 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -4722176.500000 Penalty: 5244.275391
	Iteration 9F: 3 clusters Score -4722176 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -4724451.000000 Penalty: 5244.275391
	Iteration 10F: 3 clusters Score -4724451 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4726326.000000 Penalty: 5244.275391
	Iteration 11Q: 3 clusters Score -4726326 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4727438.500000 Penalty: 5244.275391
	Iteration 12Q: 3 clusters Score -4727438 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4728138.000000 Penalty: 5244.275391
	Iteration 13Q: 3 clusters Score -4728138 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4728517.000000 Penalty: 5244.275391
	Iteration 14Q: 3 clusters Score -4728517 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4728717.500000 Penalty: 5244.275391
	Iteration 15Q: 3 clusters Score -4728718 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4728835.500000 Penalty: 5244.275391
	Iteration 16Q: 3 clusters Score -4728836 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4728910.500000 Penalty: 5244.275391
	Iteration 17Q: 3 clusters Score -4728910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4728962.500000 Penalty: 5244.275391
	Iteration 18Q: 3 clusters Score -4728962 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4728990.500000 Penalty: 5244.275391
	Iteration 19Q: 3 clusters Score -4728990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4729001.000000 Penalty: 5244.275391
	Iteration 20F: 3 clusters Score -4729001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4729010.500000 Penalty: 5244.275391
	Iteration 21Q: 3 clusters Score -4729010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4729022.000000 Penalty: 5244.275391
	Iteration 22Q: 3 clusters Score -4729022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4729024.000000 Penalty: 5244.275391
	Iteration 23Q: 3 clusters Score -4729024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4729027.000000 Penalty: 5244.275391
	Iteration 24Q: 3 clusters Score -4729027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4729026.500000 Penalty: 5244.275391
	Iteration 25Q: 3 clusters Score -4729026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4729029.500000 Penalty: 5244.275391
	Iteration 26Q: 3 clusters Score -4729030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4729042.000000 Penalty: 5244.275391
	Iteration 27Q: 3 clusters Score -4729042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4729041.000000 Penalty: 5244.275391
	Iteration 28Q: 3 clusters Score -4729041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4729047.500000 Penalty: 5244.275391
	Iteration 29Q: 3 clusters Score -4729048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4729049.000000 Penalty: 5244.275391
	Iteration 30Q: 3 clusters Score -4729049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4729057.000000 Penalty: 5244.275391
	Iteration 31Q: 3 clusters Score -4729057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4729060.000000 Penalty: 5244.275391
	Iteration 32Q: 3 clusters Score -4729060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4729058.500000 Penalty: 5244.275391
	Iteration 33Q: 3 clusters Score -4729058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4729055.000000 Penalty: 5244.275391
	Iteration 34Q: 3 clusters Score -4729055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4729055.000000 Penalty: 5244.275391
	Iteration 35F: 3 clusters Score -4729055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Entering Unmasked Estep 
Score: -2134387.000000 Penalty: 2418.934570
	Iteration 0F: 2 clusters Score -2134387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2122048.750000 Penalty: 4837.869141
	Iteration 0F: 3 clusters Score -2122049 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2126132.500000 Penalty: 4837.869141
	Iteration 1F: 3 clusters Score -2126132 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2126619.750000 Penalty: 4837.869141
	Iteration 2F: 3 clusters Score -2126620 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2127232.500000 Penalty: 4837.869141
	Iteration 3F: 3 clusters Score -2127232 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2128130.250000 Penalty: 4837.869141
	Iteration 4F: 3 clusters Score -2128130 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2129277.750000 Penalty: 4837.869141
	Iteration 5F: 3 clusters Score -2129278 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2130345.750000 Penalty: 4837.869141
	Iteration 6F: 3 clusters Score -2130346 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2131168.000000 Penalty: 4837.869141
	Iteration 7F: 3 clusters Score -2131168 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2131643.000000 Penalty: 4837.869141
	Iteration 8Q: 3 clusters Score -2131643 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2131888.500000 Penalty: 4837.869141
	Iteration 9Q: 3 clusters Score -2131888 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2132021.500000 Penalty: 4837.869141
	Iteration 10Q: 3 clusters Score -2132022 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2132118.500000 Penalty: 4837.869141
	Iteration 11Q: 3 clusters Score -2132118 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2132191.750000 Penalty: 4837.869141
	Iteration 12Q: 3 clusters Score -2132192 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2132245.500000 Penalty: 4837.869141
	Iteration 13Q: 3 clusters Score -2132246 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2132296.250000 Penalty: 4837.869141
	Iteration 14Q: 3 clusters Score -2132296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2132329.500000 Penalty: 4837.869141
	Iteration 15Q: 3 clusters Score -2132330 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2132369.000000 Penalty: 4837.869141
	Iteration 16Q: 3 clusters Score -2132369 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2132397.000000 Penalty: 4837.869141
	Iteration 17Q: 3 clusters Score -2132397 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2132418.500000 Penalty: 4837.869141
	Iteration 18Q: 3 clusters Score -2132418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2132436.000000 Penalty: 4837.869141
	Iteration 19Q: 3 clusters Score -2132436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2132450.500000 Penalty: 4837.869141
	Iteration 20F: 3 clusters Score -2132450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2132467.000000 Penalty: 4837.869141
	Iteration 21Q: 3 clusters Score -2132467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2132484.500000 Penalty: 4837.869141
	Iteration 22Q: 3 clusters Score -2132484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2132502.750000 Penalty: 4837.869141
	Iteration 23Q: 3 clusters Score -2132503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2132516.250000 Penalty: 4837.869141
	Iteration 24Q: 3 clusters Score -2132516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2132525.750000 Penalty: 4837.869141
	Iteration 25Q: 3 clusters Score -2132526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2132539.750000 Penalty: 4837.869141
	Iteration 26Q: 3 clusters Score -2132540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2132555.500000 Penalty: 4837.869141
	Iteration 27Q: 3 clusters Score -2132556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2132572.750000 Penalty: 4837.869141
	Iteration 28Q: 3 clusters Score -2132573 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2132588.000000 Penalty: 4837.869141
	Iteration 29Q: 3 clusters Score -2132588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2132597.000000 Penalty: 4837.869141
	Iteration 30Q: 3 clusters Score -2132597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2132611.250000 Penalty: 4837.869141
	Iteration 31Q: 3 clusters Score -2132611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2132623.250000 Penalty: 4837.869141
	Iteration 32Q: 3 clusters Score -2132623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2132634.500000 Penalty: 4837.869141
	Iteration 33Q: 3 clusters Score -2132634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2132640.500000 Penalty: 4837.869141
	Iteration 34Q: 3 clusters Score -2132640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2132651.750000 Penalty: 4837.869141
	Iteration 35Q: 3 clusters Score -2132652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2132658.750000 Penalty: 4837.869141
	Iteration 36Q: 3 clusters Score -2132659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2132665.750000 Penalty: 4837.869141
	Iteration 37Q: 3 clusters Score -2132666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2132676.250000 Penalty: 4837.869141
	Iteration 38Q: 3 clusters Score -2132676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2132681.500000 Penalty: 4837.869141
	Iteration 39Q: 3 clusters Score -2132682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2132695.750000 Penalty: 4837.869141
	Iteration 40F: 3 clusters Score -2132696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2132701.250000 Penalty: 4837.869141
	Iteration 41Q: 3 clusters Score -2132701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2132700.500000 Penalty: 4837.869141
	Iteration 42Q: 3 clusters Score -2132700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2132711.500000 Penalty: 4837.869141
	Iteration 43Q: 3 clusters Score -2132712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2132717.000000 Penalty: 4837.869141
	Iteration 44Q: 3 clusters Score -2132717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2132720.750000 Penalty: 4837.869141
	Iteration 45Q: 3 clusters Score -2132721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2132731.000000 Penalty: 4837.869141
	Iteration 46Q: 3 clusters Score -2132731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2132732.750000 Penalty: 4837.869141
	Iteration 47Q: 3 clusters Score -2132733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2132740.250000 Penalty: 4837.869141
	Iteration 48Q: 3 clusters Score -2132740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2132741.000000 Penalty: 4837.869141
	Iteration 49Q: 3 clusters Score -2132741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2132739.500000 Penalty: 4837.869141
	Iteration 50Q: 3 clusters Score -2132740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2132742.500000 Penalty: 4837.869141
	Iteration 51Q: 3 clusters Score -2132742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2132741.500000 Penalty: 4837.869141
	Iteration 52Q: 3 clusters Score -2132742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2132741.500000 Penalty: 4837.869141
	Iteration 53Q: 3 clusters Score -2132742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2132737.250000 Penalty: 4837.869141
	Iteration 54Q: 3 clusters Score -2132737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2132737.250000 Penalty: 4837.869141
	Iteration 55F: 3 clusters Score -2132737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Entering Unmasked Estep 
Score: -1049573.750000 Penalty: 2250.991943
	Iteration 0F: 2 clusters Score -1049574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1042636.812500 Penalty: 4501.983887
	Iteration 0F: 3 clusters Score -1042637 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1044634.062500 Penalty: 4501.983887
	Iteration 1F: 3 clusters Score -1044634 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1044989.562500 Penalty: 4501.983887
	Iteration 2F: 3 clusters Score -1044990 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1045323.437500 Penalty: 4501.983887
	Iteration 3F: 3 clusters Score -1045323 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1045720.625000 Penalty: 4501.983887
	Iteration 4F: 3 clusters Score -1045721 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1046154.375000 Penalty: 4501.983887
	Iteration 5F: 3 clusters Score -1046154 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1046554.187500 Penalty: 4501.983887
	Iteration 6F: 3 clusters Score -1046554 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1046886.187500 Penalty: 4501.983887
	Iteration 7F: 3 clusters Score -1046886 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1047159.125000 Penalty: 4501.983887
	Iteration 8Q: 3 clusters Score -1047159 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1047350.812500 Penalty: 4501.983887
	Iteration 9Q: 3 clusters Score -1047351 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1047481.937500 Penalty: 4501.983887
	Iteration 10Q: 3 clusters Score -1047482 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1047558.875000 Penalty: 4501.983887
	Iteration 11Q: 3 clusters Score -1047559 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1047601.562500 Penalty: 4501.983887
	Iteration 12Q: 3 clusters Score -1047602 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1047625.125000 Penalty: 4501.983887
	Iteration 13Q: 3 clusters Score -1047625 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1047645.187500 Penalty: 4501.983887
	Iteration 14Q: 3 clusters Score -1047645 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1047657.375000 Penalty: 4501.983887
	Iteration 15Q: 3 clusters Score -1047657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1047669.812500 Penalty: 4501.983887
	Iteration 16Q: 3 clusters Score -1047670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1047675.250000 Penalty: 4501.983887
	Iteration 17Q: 3 clusters Score -1047675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1047680.062500 Penalty: 4501.983887
	Iteration 18Q: 3 clusters Score -1047680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1047681.000000 Penalty: 4501.983887
	Iteration 19Q: 3 clusters Score -1047681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1047683.187500 Penalty: 4501.983887
	Iteration 20F: 3 clusters Score -1047683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1047689.812500 Penalty: 4501.983887
	Iteration 21Q: 3 clusters Score -1047690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1047690.000000 Penalty: 4501.983887
	Iteration 22Q: 3 clusters Score -1047690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1047691.187500 Penalty: 4501.983887
	Iteration 23Q: 3 clusters Score -1047691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1047695.437500 Penalty: 4501.983887
	Iteration 24Q: 3 clusters Score -1047695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1047693.437500 Penalty: 4501.983887
	Iteration 25Q: 3 clusters Score -1047693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1047698.125000 Penalty: 4501.983887
	Iteration 26Q: 3 clusters Score -1047698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1047697.562500 Penalty: 4501.983887
	Iteration 27Q: 3 clusters Score -1047698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1047698.125000 Penalty: 4501.983887
	Iteration 28Q: 3 clusters Score -1047698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1047698.000000 Penalty: 4501.983887
	Iteration 29Q: 3 clusters Score -1047698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1047696.000000 Penalty: 4501.983887
	Iteration 30Q: 3 clusters Score -1047696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1047696.000000 Penalty: 4501.983887
	Iteration 31F: 3 clusters Score -1047696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Entering Unmasked Estep 
Score: -720802.125000 Penalty: 2156.775879
	Iteration 0F: 2 clusters Score -720802.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -715713.062500 Penalty: 4313.551758
	Iteration 0F: 3 clusters Score -715713.1 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -717071.187500 Penalty: 4313.551758
	Iteration 1F: 3 clusters Score -717071.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -717368.875000 Penalty: 4313.551758
	Iteration 2F: 3 clusters Score -717368.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -717629.937500 Penalty: 4313.551758
	Iteration 3F: 3 clusters Score -717629.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -717964.062500 Penalty: 4313.551758
	Iteration 4F: 3 clusters Score -717964.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -718374.500000 Penalty: 4313.551758
	Iteration 5F: 3 clusters Score -718374.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -718893.812500 Penalty: 4313.551758
	Iteration 6F: 3 clusters Score -718893.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -719292.500000 Penalty: 4313.551758
	Iteration 7F: 3 clusters Score -719292.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -719519.812500 Penalty: 4313.551758
	Iteration 8Q: 3 clusters Score -719519.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -719636.000000 Penalty: 4313.551758
	Iteration 9Q: 3 clusters Score -719636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -719714.937500 Penalty: 4313.551758
	Iteration 10Q: 3 clusters Score -719714.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -719771.375000 Penalty: 4313.551758
	Iteration 11Q: 3 clusters Score -719771.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -719816.312500 Penalty: 4313.551758
	Iteration 12Q: 3 clusters Score -719816.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -719841.750000 Penalty: 4313.551758
	Iteration 13Q: 3 clusters Score -719841.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -719859.625000 Penalty: 4313.551758
	Iteration 14Q: 3 clusters Score -719859.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -719870.000000 Penalty: 4313.551758
	Iteration 15Q: 3 clusters Score -719870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -719876.562500 Penalty: 4313.551758
	Iteration 16Q: 3 clusters Score -719876.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -719881.500000 Penalty: 4313.551758
	Iteration 17Q: 3 clusters Score -719881.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -719887.562500 Penalty: 4313.551758
	Iteration 18Q: 3 clusters Score -719887.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -719889.562500 Penalty: 4313.551758
	Iteration 19Q: 3 clusters Score -719889.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -719894.187500 Penalty: 4313.551758
	Iteration 20F: 3 clusters Score -719894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -719894.937500 Penalty: 4313.551758
	Iteration 21Q: 3 clusters Score -719894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -719896.125000 Penalty: 4313.551758
	Iteration 22Q: 3 clusters Score -719896.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -719896.125000 Penalty: 4313.551758
	Iteration 23F: 3 clusters Score -719896.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Entering Unmasked Estep 
Score: -2702521.000000 Penalty: 2476.490967
	Iteration 0F: 2 clusters Score -2702521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2687288.750000 Penalty: 4952.981934
	Iteration 0F: 3 clusters Score -2687289 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2692489.250000 Penalty: 4952.981934
	Iteration 1F: 3 clusters Score -2692489 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2692867.000000 Penalty: 4952.981934
	Iteration 2F: 3 clusters Score -2692867 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2693142.000000 Penalty: 4952.981934
	Iteration 3Q: 3 clusters Score -2693142 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2693357.000000 Penalty: 4952.981934
	Iteration 4Q: 3 clusters Score -2693357 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2693537.750000 Penalty: 4952.981934
	Iteration 5Q: 3 clusters Score -2693538 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2693687.500000 Penalty: 4952.981934
	Iteration 6Q: 3 clusters Score -2693688 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2693842.750000 Penalty: 4952.981934
	Iteration 7Q: 3 clusters Score -2693843 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2693985.750000 Penalty: 4952.981934
	Iteration 8Q: 3 clusters Score -2693986 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2694151.750000 Penalty: 4952.981934
	Iteration 9Q: 3 clusters Score -2694152 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2694366.500000 Penalty: 4952.981934
	Iteration 10Q: 3 clusters Score -2694366 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2694652.250000 Penalty: 4952.981934
	Iteration 11Q: 3 clusters Score -2694652 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2695052.750000 Penalty: 4952.981934
	Iteration 12Q: 3 clusters Score -2695053 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2695561.500000 Penalty: 4952.981934
	Iteration 13Q: 3 clusters Score -2695562 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2696162.250000 Penalty: 4952.981934
	Iteration 14Q: 3 clusters Score -2696162 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2696776.500000 Penalty: 4952.981934
	Iteration 15Q: 3 clusters Score -2696776 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2697365.500000 Penalty: 4952.981934
	Iteration 16Q: 3 clusters Score -2697366 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2697877.500000 Penalty: 4952.981934
	Iteration 17Q: 3 clusters Score -2697878 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2698218.250000 Penalty: 4952.981934
	Iteration 18Q: 3 clusters Score -2698218 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2698433.250000 Penalty: 4952.981934
	Iteration 19Q: 3 clusters Score -2698433 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2698549.250000 Penalty: 4952.981934
	Iteration 20F: 3 clusters Score -2698549 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2698644.500000 Penalty: 4952.981934
	Iteration 21Q: 3 clusters Score -2698644 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2698746.000000 Penalty: 4952.981934
	Iteration 22Q: 3 clusters Score -2698746 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2698802.000000 Penalty: 4952.981934
	Iteration 23Q: 3 clusters Score -2698802 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2698880.250000 Penalty: 4952.981934
	Iteration 24Q: 3 clusters Score -2698880 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2698934.000000 Penalty: 4952.981934
	Iteration 25Q: 3 clusters Score -2698934 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2699003.250000 Penalty: 4952.981934
	Iteration 26Q: 3 clusters Score -2699003 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2699064.500000 Penalty: 4952.981934
	Iteration 27Q: 3 clusters Score -2699064 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2699145.500000 Penalty: 4952.981934
	Iteration 28Q: 3 clusters Score -2699146 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2699215.000000 Penalty: 4952.981934
	Iteration 29Q: 3 clusters Score -2699215 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2699278.750000 Penalty: 4952.981934
	Iteration 30Q: 3 clusters Score -2699279 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2699357.500000 Penalty: 4952.981934
	Iteration 31Q: 3 clusters Score -2699358 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2699430.000000 Penalty: 4952.981934
	Iteration 32Q: 3 clusters Score -2699430 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2699495.750000 Penalty: 4952.981934
	Iteration 33Q: 3 clusters Score -2699496 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2699555.250000 Penalty: 4952.981934
	Iteration 34Q: 3 clusters Score -2699555 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2699608.000000 Penalty: 4952.981934
	Iteration 35Q: 3 clusters Score -2699608 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2699668.750000 Penalty: 4952.981934
	Iteration 36Q: 3 clusters Score -2699669 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2699727.250000 Penalty: 4952.981934
	Iteration 37Q: 3 clusters Score -2699727 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2699768.500000 Penalty: 4952.981934
	Iteration 38Q: 3 clusters Score -2699768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2699808.250000 Penalty: 4952.981934
	Iteration 39Q: 3 clusters Score -2699808 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2699857.000000 Penalty: 4952.981934
	Iteration 40F: 3 clusters Score -2699857 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2699916.500000 Penalty: 4952.981934
	Iteration 41Q: 3 clusters Score -2699916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2699948.750000 Penalty: 4952.981934
	Iteration 42Q: 3 clusters Score -2699949 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2699984.750000 Penalty: 4952.981934
	Iteration 43Q: 3 clusters Score -2699985 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2700021.750000 Penalty: 4952.981934
	Iteration 44Q: 3 clusters Score -2700022 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2700061.750000 Penalty: 4952.981934
	Iteration 45Q: 3 clusters Score -2700062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2700102.500000 Penalty: 4952.981934
	Iteration 46Q: 3 clusters Score -2700102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2700142.500000 Penalty: 4952.981934
	Iteration 47Q: 3 clusters Score -2700142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2700167.750000 Penalty: 4952.981934
	Iteration 48Q: 3 clusters Score -2700168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2700198.500000 Penalty: 4952.981934
	Iteration 49Q: 3 clusters Score -2700198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2700218.750000 Penalty: 4952.981934
	Iteration 50Q: 3 clusters Score -2700219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2700235.000000 Penalty: 4952.981934
	Iteration 51Q: 3 clusters Score -2700235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2700247.250000 Penalty: 4952.981934
	Iteration 52Q: 3 clusters Score -2700247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2700263.250000 Penalty: 4952.981934
	Iteration 53Q: 3 clusters Score -2700263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2700280.000000 Penalty: 4952.981934
	Iteration 54Q: 3 clusters Score -2700280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2700289.250000 Penalty: 4952.981934
	Iteration 55Q: 3 clusters Score -2700289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2700296.250000 Penalty: 4952.981934
	Iteration 56Q: 3 clusters Score -2700296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2700306.000000 Penalty: 4952.981934
	Iteration 57Q: 3 clusters Score -2700306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2700311.250000 Penalty: 4952.981934
	Iteration 58Q: 3 clusters Score -2700311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2700325.000000 Penalty: 4952.981934
	Iteration 59Q: 3 clusters Score -2700325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2700332.750000 Penalty: 4952.981934
	Iteration 60F: 3 clusters Score -2700333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2700331.750000 Penalty: 4952.981934
	Iteration 61Q: 3 clusters Score -2700332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2700335.750000 Penalty: 4952.981934
	Iteration 62Q: 3 clusters Score -2700336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2700335.250000 Penalty: 4952.981934
	Iteration 63Q: 3 clusters Score -2700335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2700339.750000 Penalty: 4952.981934
	Iteration 64Q: 3 clusters Score -2700340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2700339.750000 Penalty: 4952.981934
	Iteration 65F: 3 clusters Score -2700340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -83996.812500 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -83996.81 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 434 members 
Entering Unmasked Estep 
Score: -82202.375000 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -82202.38 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -82596.250000 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -82596.25 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -82917.554688 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -82917.55 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -83352.171875 Penalty: 3368.445801
	Iteration 3F: 3 clusters Score -83352.17 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -83624.445312 Penalty: 3368.445801
	Iteration 4F: 3 clusters Score -83624.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -83814.750000 Penalty: 3368.445801
	Iteration 5Q: 3 clusters Score -83814.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -83967.101562 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -83967.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -84062.296875 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -84062.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -84115.085938 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -84115.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -84152.992188 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -84152.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -84200.007812 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -84200.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84209.117188 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -84209.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84211.609375 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -84211.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84213.859375 Penalty: 3368.445801
	Iteration 13F: 3 clusters Score -84213.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -84222.843750 Penalty: 3368.445801
	Iteration 14Q: 3 clusters Score -84222.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -84222.843750 Penalty: 3368.445801
	Iteration 15F: 3 clusters Score -84222.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 234144 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18442 members 
Mstep: Class 6 contains 78008 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10749 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 95514 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15534 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21393 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3786 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2510 members 
Mstep: Class 46 contains 2206 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4407 members 
Mstep: Class 50 contains 6701 members 
Mstep: Class 51 contains 2220 members 
Mstep: Class 52 contains 17766 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5798 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5434 members 
Mstep: Class 67 contains 10664 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2759 members 
Mstep: Class 70 contains 1695 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2233 members 
Mstep: Class 73 contains 2121 members 
Mstep: Class 74 contains 3253 members 
Mstep: Class 75 contains 1345 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5554 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7795 members 
Mstep: Class 81 contains 361 members 
Mstep: Class 82 contains 474 members 
Entering Unmasked Estep 
Score: -154535360.000000 Penalty: 286492.562500
Splitting cluster 36 changes total score from -154536688.000000 to -154535360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -385283.312500 Penalty: 2038.058716
	Iteration 0F: 2 clusters Score -385283.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -381598.843750 Penalty: 4076.117432
	Iteration 0F: 3 clusters Score -381598.8 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -382483.875000 Penalty: 4076.117432
	Iteration 1F: 3 clusters Score -382483.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -382742.843750 Penalty: 4076.117432
	Iteration 2F: 3 clusters Score -382742.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -382944.250000 Penalty: 4076.117432
	Iteration 3F: 3 clusters Score -382944.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -383103.781250 Penalty: 4076.117432
	Iteration 4F: 3 clusters Score -383103.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -383218.218750 Penalty: 4076.117432
	Iteration 5Q: 3 clusters Score -383218.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -383321.187500 Penalty: 4076.117432
	Iteration 6Q: 3 clusters Score -383321.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -383426.687500 Penalty: 4076.117432
	Iteration 7Q: 3 clusters Score -383426.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -383524.312500 Penalty: 4076.117432
	Iteration 8Q: 3 clusters Score -383524.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -383605.125000 Penalty: 4076.117432
	Iteration 9Q: 3 clusters Score -383605.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -383649.812500 Penalty: 4076.117432
	Iteration 10Q: 3 clusters Score -383649.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -383682.250000 Penalty: 4076.117432
	Iteration 11Q: 3 clusters Score -383682.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -383711.000000 Penalty: 4076.117432
	Iteration 12Q: 3 clusters Score -383711 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -383734.343750 Penalty: 4076.117432
	Iteration 13Q: 3 clusters Score -383734.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -383757.875000 Penalty: 4076.117432
	Iteration 14Q: 3 clusters Score -383757.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -383787.000000 Penalty: 4076.117432
	Iteration 15Q: 3 clusters Score -383787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -383812.187500 Penalty: 4076.117432
	Iteration 16Q: 3 clusters Score -383812.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -383839.468750 Penalty: 4076.117432
	Iteration 17Q: 3 clusters Score -383839.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -383872.187500 Penalty: 4076.117432
	Iteration 18Q: 3 clusters Score -383872.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -383910.281250 Penalty: 4076.117432
	Iteration 19Q: 3 clusters Score -383910.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -383957.156250 Penalty: 4076.117432
	Iteration 20F: 3 clusters Score -383957.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -384003.750000 Penalty: 4076.117432
	Iteration 21Q: 3 clusters Score -384003.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -384071.968750 Penalty: 4076.117432
	Iteration 22Q: 3 clusters Score -384072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -384152.312500 Penalty: 4076.117432
	Iteration 23Q: 3 clusters Score -384152.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -384285.250000 Penalty: 4076.117432
	Iteration 24Q: 3 clusters Score -384285.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -384446.531250 Penalty: 4076.117432
	Iteration 25Q: 3 clusters Score -384446.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -384628.531250 Penalty: 4076.117432
	Iteration 26Q: 3 clusters Score -384628.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -384755.218750 Penalty: 4076.117432
	Iteration 27Q: 3 clusters Score -384755.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -384869.000000 Penalty: 4076.117432
	Iteration 28Q: 3 clusters Score -384869 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -384941.031250 Penalty: 4076.117432
	Iteration 29Q: 3 clusters Score -384941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -384994.937500 Penalty: 4076.117432
	Iteration 30Q: 3 clusters Score -384994.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -385022.062500 Penalty: 4076.117432
	Iteration 31Q: 3 clusters Score -385022.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -385039.031250 Penalty: 4076.117432
	Iteration 32Q: 3 clusters Score -385039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -385049.062500 Penalty: 4076.117432
	Iteration 33Q: 3 clusters Score -385049.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -385053.531250 Penalty: 4076.117432
	Iteration 34Q: 3 clusters Score -385053.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -385055.437500 Penalty: 4076.117432
	Iteration 35Q: 3 clusters Score -385055.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -385056.843750 Penalty: 4076.117432
	Iteration 36Q: 3 clusters Score -385056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -385058.000000 Penalty: 4076.117432
	Iteration 37Q: 3 clusters Score -385058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -385058.187500 Penalty: 4076.117432
	Iteration 38Q: 3 clusters Score -385058.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -385063.250000 Penalty: 4076.117432
	Iteration 39F: 3 clusters Score -385063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -385068.687500 Penalty: 4076.117432
	Iteration 40F: 3 clusters Score -385068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -385068.906250 Penalty: 4076.117432
	Iteration 41Q: 3 clusters Score -385068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -385068.906250 Penalty: 4076.117432
	Iteration 42F: 3 clusters Score -385068.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Entering Unmasked Estep 
Score: -1146478.250000 Penalty: 2275.893555
	Iteration 0F: 2 clusters Score -1146478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1139055.375000 Penalty: 4551.787109
	Iteration 0F: 3 clusters Score -1139055 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1141185.750000 Penalty: 4551.787109
	Iteration 1F: 3 clusters Score -1141186 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1141543.625000 Penalty: 4551.787109
	Iteration 2F: 3 clusters Score -1141544 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1141817.875000 Penalty: 4551.787109
	Iteration 3F: 3 clusters Score -1141818 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1142083.000000 Penalty: 4551.787109
	Iteration 4F: 3 clusters Score -1142083 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1142302.500000 Penalty: 4551.787109
	Iteration 5Q: 3 clusters Score -1142302 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1142520.125000 Penalty: 4551.787109
	Iteration 6Q: 3 clusters Score -1142520 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1142718.375000 Penalty: 4551.787109
	Iteration 7Q: 3 clusters Score -1142718 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1142929.375000 Penalty: 4551.787109
	Iteration 8Q: 3 clusters Score -1142929 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1143130.875000 Penalty: 4551.787109
	Iteration 9Q: 3 clusters Score -1143131 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1143290.250000 Penalty: 4551.787109
	Iteration 10Q: 3 clusters Score -1143290 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1143415.125000 Penalty: 4551.787109
	Iteration 11Q: 3 clusters Score -1143415 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1143529.000000 Penalty: 4551.787109
	Iteration 12Q: 3 clusters Score -1143529 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1143623.625000 Penalty: 4551.787109
	Iteration 13Q: 3 clusters Score -1143624 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1143702.125000 Penalty: 4551.787109
	Iteration 14Q: 3 clusters Score -1143702 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1143776.500000 Penalty: 4551.787109
	Iteration 15Q: 3 clusters Score -1143776 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1143840.875000 Penalty: 4551.787109
	Iteration 16Q: 3 clusters Score -1143841 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1143899.500000 Penalty: 4551.787109
	Iteration 17Q: 3 clusters Score -1143900 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1143962.750000 Penalty: 4551.787109
	Iteration 18Q: 3 clusters Score -1143963 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1144029.000000 Penalty: 4551.787109
	Iteration 19Q: 3 clusters Score -1144029 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1144104.875000 Penalty: 4551.787109
	Iteration 20F: 3 clusters Score -1144105 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1144188.000000 Penalty: 4551.787109
	Iteration 21Q: 3 clusters Score -1144188 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1144266.500000 Penalty: 4551.787109
	Iteration 22Q: 3 clusters Score -1144266 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1144349.000000 Penalty: 4551.787109
	Iteration 23Q: 3 clusters Score -1144349 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1144449.375000 Penalty: 4551.787109
	Iteration 24Q: 3 clusters Score -1144449 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1144543.625000 Penalty: 4551.787109
	Iteration 25Q: 3 clusters Score -1144544 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1144621.625000 Penalty: 4551.787109
	Iteration 26Q: 3 clusters Score -1144622 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1144688.125000 Penalty: 4551.787109
	Iteration 27Q: 3 clusters Score -1144688 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1144749.000000 Penalty: 4551.787109
	Iteration 28Q: 3 clusters Score -1144749 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1144802.875000 Penalty: 4551.787109
	Iteration 29Q: 3 clusters Score -1144803 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1144844.875000 Penalty: 4551.787109
	Iteration 30Q: 3 clusters Score -1144845 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1144873.625000 Penalty: 4551.787109
	Iteration 31Q: 3 clusters Score -1144874 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1144900.125000 Penalty: 4551.787109
	Iteration 32Q: 3 clusters Score -1144900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1144933.250000 Penalty: 4551.787109
	Iteration 33Q: 3 clusters Score -1144933 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1144967.750000 Penalty: 4551.787109
	Iteration 34Q: 3 clusters Score -1144968 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1144998.250000 Penalty: 4551.787109
	Iteration 35Q: 3 clusters Score -1144998 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1145028.250000 Penalty: 4551.787109
	Iteration 36Q: 3 clusters Score -1145028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1145058.625000 Penalty: 4551.787109
	Iteration 37Q: 3 clusters Score -1145059 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1145094.625000 Penalty: 4551.787109
	Iteration 38Q: 3 clusters Score -1145095 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1145121.000000 Penalty: 4551.787109
	Iteration 39Q: 3 clusters Score -1145121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1145148.250000 Penalty: 4551.787109
	Iteration 40F: 3 clusters Score -1145148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1145166.125000 Penalty: 4551.787109
	Iteration 41Q: 3 clusters Score -1145166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1145177.000000 Penalty: 4551.787109
	Iteration 42Q: 3 clusters Score -1145177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1145188.500000 Penalty: 4551.787109
	Iteration 43Q: 3 clusters Score -1145188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1145195.875000 Penalty: 4551.787109
	Iteration 44Q: 3 clusters Score -1145196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1145202.125000 Penalty: 4551.787109
	Iteration 45Q: 3 clusters Score -1145202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1145207.375000 Penalty: 4551.787109
	Iteration 46Q: 3 clusters Score -1145207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1145208.750000 Penalty: 4551.787109
	Iteration 47Q: 3 clusters Score -1145209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1145208.500000 Penalty: 4551.787109
	Iteration 48Q: 3 clusters Score -1145208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1145210.500000 Penalty: 4551.787109
	Iteration 49Q: 3 clusters Score -1145210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1145212.500000 Penalty: 4551.787109
	Iteration 50Q: 3 clusters Score -1145212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1145212.000000 Penalty: 4551.787109
	Iteration 51Q: 3 clusters Score -1145212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1145213.375000 Penalty: 4551.787109
	Iteration 52Q: 3 clusters Score -1145213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1145214.750000 Penalty: 4551.787109
	Iteration 53Q: 3 clusters Score -1145215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1145213.875000 Penalty: 4551.787109
	Iteration 54Q: 3 clusters Score -1145214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1145216.000000 Penalty: 4551.787109
	Iteration 55Q: 3 clusters Score -1145216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1145216.000000 Penalty: 4551.787109
	Iteration 56F: 3 clusters Score -1145216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -171552.250000 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -171552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -169297.875000 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -169297.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -169658.281250 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -169658.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -169767.281250 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -169767.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -169830.562500 Penalty: 3607.454102
	Iteration 3Q: 3 clusters Score -169830.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -169867.078125 Penalty: 3607.454102
	Iteration 4Q: 3 clusters Score -169867.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -169900.859375 Penalty: 3607.454102
	Iteration 5Q: 3 clusters Score -169900.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -169916.531250 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -169916.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -169932.390625 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -169932.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -169947.953125 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -169948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -169963.281250 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -169963.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -169978.843750 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -169978.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -169986.296875 Penalty: 3607.454102
	Iteration 11Q: 3 clusters Score -169986.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -169995.093750 Penalty: 3607.454102
	Iteration 12Q: 3 clusters Score -169995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -169998.515625 Penalty: 3607.454102
	Iteration 13Q: 3 clusters Score -169998.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -170005.265625 Penalty: 3607.454102
	Iteration 14Q: 3 clusters Score -170005.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -170007.875000 Penalty: 3607.454102
	Iteration 15Q: 3 clusters Score -170007.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -170008.812500 Penalty: 3607.454102
	Iteration 16Q: 3 clusters Score -170008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -170011.156250 Penalty: 3607.454102
	Iteration 17Q: 3 clusters Score -170011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -170012.296875 Penalty: 3607.454102
	Iteration 18Q: 3 clusters Score -170012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -170013.593750 Penalty: 3607.454102
	Iteration 19Q: 3 clusters Score -170013.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -170017.859375 Penalty: 3607.454102
	Iteration 20F: 3 clusters Score -170017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -170021.796875 Penalty: 3607.454102
	Iteration 21Q: 3 clusters Score -170021.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -170024.921875 Penalty: 3607.454102
	Iteration 22Q: 3 clusters Score -170024.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -170026.359375 Penalty: 3607.454102
	Iteration 23Q: 3 clusters Score -170026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -170026.593750 Penalty: 3607.454102
	Iteration 24Q: 3 clusters Score -170026.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -170028.656250 Penalty: 3607.454102
	Iteration 25Q: 3 clusters Score -170028.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -170030.484375 Penalty: 3607.454102
	Iteration 26Q: 3 clusters Score -170030.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -170030.484375 Penalty: 3607.454102
	Iteration 27F: 3 clusters Score -170030.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -273462.437500 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -273462.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -270718.843750 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -270718.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -271341.656250 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -271341.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -271508.843750 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -271508.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -271643.031250 Penalty: 3846.860596
	Iteration 3F: 3 clusters Score -271643 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -271749.218750 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -271749.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -271819.937500 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -271819.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -271875.781250 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -271875.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -271907.062500 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -271907.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -271944.593750 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -271944.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -271986.437500 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -271986.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -272022.750000 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -272022.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -272049.500000 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -272049.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -272074.531250 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -272074.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -272089.968750 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -272090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -272103.781250 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -272103.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -272115.375000 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -272115.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -272125.093750 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -272125.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -272136.718750 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -272136.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -272147.406250 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -272147.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -272157.218750 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -272157.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -272168.656250 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -272168.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -272178.187500 Penalty: 3846.860596
	Iteration 21Q: 3 clusters Score -272178.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -272181.312500 Penalty: 3846.860596
	Iteration 22Q: 3 clusters Score -272181.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -272184.375000 Penalty: 3846.860596
	Iteration 23Q: 3 clusters Score -272184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -272189.250000 Penalty: 3846.860596
	Iteration 24Q: 3 clusters Score -272189.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -272198.156250 Penalty: 3846.860596
	Iteration 25Q: 3 clusters Score -272198.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -272204.281250 Penalty: 3846.860596
	Iteration 26Q: 3 clusters Score -272204.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -272208.406250 Penalty: 3846.860596
	Iteration 27Q: 3 clusters Score -272208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -272211.312500 Penalty: 3846.860596
	Iteration 28Q: 3 clusters Score -272211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -272212.093750 Penalty: 3846.860596
	Iteration 29Q: 3 clusters Score -272212.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -272212.093750 Penalty: 3846.860596
	Iteration 30F: 3 clusters Score -272212.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -57482.117188 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -57482.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -56116.527344 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -56116.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -56270.492188 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -56270.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56338.570312 Penalty: 2930.409180
	Iteration 2Q: 3 clusters Score -56338.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -56367.324219 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -56367.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -56384.410156 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -56384.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56410.585938 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -56410.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56427.472656 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -56427.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -56458.531250 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -56458.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -56482.789062 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -56482.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -56492.281250 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -56492.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -56498.117188 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -56498.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56504.421875 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -56504.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56504.421875 Penalty: 2930.409180
	Iteration 12F: 3 clusters Score -56504.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -440804.187500 Penalty: 2043.288208
	Iteration 0F: 2 clusters Score -440804.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -437078.781250 Penalty: 4086.576416
	Iteration 0F: 3 clusters Score -437078.8 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -437841.906250 Penalty: 4086.576416
	Iteration 1F: 3 clusters Score -437841.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -438016.875000 Penalty: 4086.576416
	Iteration 2F: 3 clusters Score -438016.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -438128.187500 Penalty: 4086.576416
	Iteration 3Q: 3 clusters Score -438128.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -438246.281250 Penalty: 4086.576416
	Iteration 4Q: 3 clusters Score -438246.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -438354.812500 Penalty: 4086.576416
	Iteration 5Q: 3 clusters Score -438354.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -438435.156250 Penalty: 4086.576416
	Iteration 6Q: 3 clusters Score -438435.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -438527.500000 Penalty: 4086.576416
	Iteration 7Q: 3 clusters Score -438527.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -438604.187500 Penalty: 4086.576416
	Iteration 8Q: 3 clusters Score -438604.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -438689.687500 Penalty: 4086.576416
	Iteration 9Q: 3 clusters Score -438689.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -438775.000000 Penalty: 4086.576416
	Iteration 10Q: 3 clusters Score -438775 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -438863.781250 Penalty: 4086.576416
	Iteration 11Q: 3 clusters Score -438863.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -438948.843750 Penalty: 4086.576416
	Iteration 12Q: 3 clusters Score -438948.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -439011.156250 Penalty: 4086.576416
	Iteration 13Q: 3 clusters Score -439011.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -439058.968750 Penalty: 4086.576416
	Iteration 14Q: 3 clusters Score -439059 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -439101.625000 Penalty: 4086.576416
	Iteration 15Q: 3 clusters Score -439101.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -439140.187500 Penalty: 4086.576416
	Iteration 16Q: 3 clusters Score -439140.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -439164.718750 Penalty: 4086.576416
	Iteration 17Q: 3 clusters Score -439164.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -439178.375000 Penalty: 4086.576416
	Iteration 18Q: 3 clusters Score -439178.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -439193.750000 Penalty: 4086.576416
	Iteration 19Q: 3 clusters Score -439193.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -439206.625000 Penalty: 4086.576416
	Iteration 20F: 3 clusters Score -439206.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -439215.156250 Penalty: 4086.576416
	Iteration 21Q: 3 clusters Score -439215.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -439223.156250 Penalty: 4086.576416
	Iteration 22Q: 3 clusters Score -439223.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -439233.312500 Penalty: 4086.576416
	Iteration 23Q: 3 clusters Score -439233.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -439240.656250 Penalty: 4086.576416
	Iteration 24Q: 3 clusters Score -439240.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -439246.500000 Penalty: 4086.576416
	Iteration 25Q: 3 clusters Score -439246.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -439248.750000 Penalty: 4086.576416
	Iteration 26Q: 3 clusters Score -439248.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -439249.875000 Penalty: 4086.576416
	Iteration 27Q: 3 clusters Score -439249.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -439250.406250 Penalty: 4086.576416
	Iteration 28Q: 3 clusters Score -439250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -439250.593750 Penalty: 4086.576416
	Iteration 29Q: 3 clusters Score -439250.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -439252.500000 Penalty: 4086.576416
	Iteration 30Q: 3 clusters Score -439252.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -439256.000000 Penalty: 4086.576416
	Iteration 31Q: 3 clusters Score -439256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -439259.468750 Penalty: 4086.576416
	Iteration 32Q: 3 clusters Score -439259.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -439260.531250 Penalty: 4086.576416
	Iteration 33Q: 3 clusters Score -439260.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -439261.812500 Penalty: 4086.576416
	Iteration 34Q: 3 clusters Score -439261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -439262.593750 Penalty: 4086.576416
	Iteration 35Q: 3 clusters Score -439262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -439263.500000 Penalty: 4086.576416
	Iteration 36Q: 3 clusters Score -439263.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -439263.500000 Penalty: 4086.576416
	Iteration 37F: 3 clusters Score -439263.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -273514.031250 Penalty: 1917.953491
	Iteration 0F: 2 clusters Score -273514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -270732.500000 Penalty: 3835.906982
	Iteration 0F: 3 clusters Score -270732.5 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -271225.375000 Penalty: 3835.906982
	Iteration 1F: 3 clusters Score -271225.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -271367.218750 Penalty: 3835.906982
	Iteration 2F: 3 clusters Score -271367.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -271447.750000 Penalty: 3835.906982
	Iteration 3Q: 3 clusters Score -271447.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -271495.375000 Penalty: 3835.906982
	Iteration 4Q: 3 clusters Score -271495.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -271525.625000 Penalty: 3835.906982
	Iteration 5Q: 3 clusters Score -271525.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -271551.187500 Penalty: 3835.906982
	Iteration 6Q: 3 clusters Score -271551.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -271571.968750 Penalty: 3835.906982
	Iteration 7Q: 3 clusters Score -271572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -271590.125000 Penalty: 3835.906982
	Iteration 8Q: 3 clusters Score -271590.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -271607.781250 Penalty: 3835.906982
	Iteration 9Q: 3 clusters Score -271607.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -271628.875000 Penalty: 3835.906982
	Iteration 10Q: 3 clusters Score -271628.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -271644.281250 Penalty: 3835.906982
	Iteration 11Q: 3 clusters Score -271644.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -271650.000000 Penalty: 3835.906982
	Iteration 12Q: 3 clusters Score -271650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -271653.656250 Penalty: 3835.906982
	Iteration 13Q: 3 clusters Score -271653.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -271656.500000 Penalty: 3835.906982
	Iteration 14Q: 3 clusters Score -271656.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -271658.750000 Penalty: 3835.906982
	Iteration 15Q: 3 clusters Score -271658.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -271662.906250 Penalty: 3835.906982
	Iteration 16Q: 3 clusters Score -271662.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -271665.656250 Penalty: 3835.906982
	Iteration 17Q: 3 clusters Score -271665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -271667.937500 Penalty: 3835.906982
	Iteration 18Q: 3 clusters Score -271667.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -271671.593750 Penalty: 3835.906982
	Iteration 19Q: 3 clusters Score -271671.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -271673.437500 Penalty: 3835.906982
	Iteration 20F: 3 clusters Score -271673.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -271675.750000 Penalty: 3835.906982
	Iteration 21Q: 3 clusters Score -271675.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -271679.062500 Penalty: 3835.906982
	Iteration 22Q: 3 clusters Score -271679.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -271680.375000 Penalty: 3835.906982
	Iteration 23Q: 3 clusters Score -271680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -271682.437500 Penalty: 3835.906982
	Iteration 24Q: 3 clusters Score -271682.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -271684.468750 Penalty: 3835.906982
	Iteration 25Q: 3 clusters Score -271684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -271686.343750 Penalty: 3835.906982
	Iteration 26Q: 3 clusters Score -271686.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -271688.500000 Penalty: 3835.906982
	Iteration 27Q: 3 clusters Score -271688.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -271691.187500 Penalty: 3835.906982
	Iteration 28Q: 3 clusters Score -271691.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -271696.062500 Penalty: 3835.906982
	Iteration 29Q: 3 clusters Score -271696.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -271700.750000 Penalty: 3835.906982
	Iteration 30Q: 3 clusters Score -271700.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -271705.875000 Penalty: 3835.906982
	Iteration 31Q: 3 clusters Score -271705.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -271713.750000 Penalty: 3835.906982
	Iteration 32Q: 3 clusters Score -271713.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -271717.781250 Penalty: 3835.906982
	Iteration 33Q: 3 clusters Score -271717.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -271721.750000 Penalty: 3835.906982
	Iteration 34Q: 3 clusters Score -271721.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -271725.875000 Penalty: 3835.906982
	Iteration 35Q: 3 clusters Score -271725.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -271731.000000 Penalty: 3835.906982
	Iteration 36Q: 3 clusters Score -271731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -271734.406250 Penalty: 3835.906982
	Iteration 37Q: 3 clusters Score -271734.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -271739.312500 Penalty: 3835.906982
	Iteration 38Q: 3 clusters Score -271739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -271740.437500 Penalty: 3835.906982
	Iteration 39Q: 3 clusters Score -271740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -271742.468750 Penalty: 3835.906982
	Iteration 40F: 3 clusters Score -271742.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -271743.468750 Penalty: 3835.906982
	Iteration 41Q: 3 clusters Score -271743.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -271743.812500 Penalty: 3835.906982
	Iteration 42Q: 3 clusters Score -271743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -271745.593750 Penalty: 3835.906982
	Iteration 43Q: 3 clusters Score -271745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -271747.406250 Penalty: 3835.906982
	Iteration 44Q: 3 clusters Score -271747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -271750.750000 Penalty: 3835.906982
	Iteration 45Q: 3 clusters Score -271750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -271752.062500 Penalty: 3835.906982
	Iteration 46Q: 3 clusters Score -271752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -271753.125000 Penalty: 3835.906982
	Iteration 47Q: 3 clusters Score -271753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -271755.593750 Penalty: 3835.906982
	Iteration 48Q: 3 clusters Score -271755.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -271760.937500 Penalty: 3835.906982
	Iteration 49Q: 3 clusters Score -271760.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -271765.500000 Penalty: 3835.906982
	Iteration 50Q: 3 clusters Score -271765.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -271769.843750 Penalty: 3835.906982
	Iteration 51Q: 3 clusters Score -271769.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -271776.156250 Penalty: 3835.906982
	Iteration 52Q: 3 clusters Score -271776.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -271780.781250 Penalty: 3835.906982
	Iteration 53Q: 3 clusters Score -271780.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -271785.375000 Penalty: 3835.906982
	Iteration 54Q: 3 clusters Score -271785.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -271787.625000 Penalty: 3835.906982
	Iteration 55Q: 3 clusters Score -271787.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -271790.062500 Penalty: 3835.906982
	Iteration 56Q: 3 clusters Score -271790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -271791.812500 Penalty: 3835.906982
	Iteration 57Q: 3 clusters Score -271791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -271793.125000 Penalty: 3835.906982
	Iteration 58Q: 3 clusters Score -271793.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -271793.843750 Penalty: 3835.906982
	Iteration 59Q: 3 clusters Score -271793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -271794.531250 Penalty: 3835.906982
	Iteration 60F: 3 clusters Score -271794.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (31575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Entering Unmasked Estep 
Score: -3936104.000000 Penalty: 2569.310059
	Iteration 0F: 2 clusters Score -3936104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3914444.500000 Penalty: 5138.620117
	Iteration 0F: 3 clusters Score -3914444 nChanged 14265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3922182.000000 Penalty: 5138.620117
	Iteration 1F: 3 clusters Score -3922182 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3922671.000000 Penalty: 5138.620117
	Iteration 2Q: 3 clusters Score -3922671 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3923062.750000 Penalty: 5138.620117
	Iteration 3Q: 3 clusters Score -3923063 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3923410.500000 Penalty: 5138.620117
	Iteration 4Q: 3 clusters Score -3923410 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3923799.750000 Penalty: 5138.620117
	Iteration 5Q: 3 clusters Score -3923800 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3924223.750000 Penalty: 5138.620117
	Iteration 6Q: 3 clusters Score -3924224 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3924784.000000 Penalty: 5138.620117
	Iteration 7Q: 3 clusters Score -3924784 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3925531.000000 Penalty: 5138.620117
	Iteration 8Q: 3 clusters Score -3925531 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3926536.500000 Penalty: 5138.620117
	Iteration 9F: 3 clusters Score -3926536 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3927877.750000 Penalty: 5138.620117
	Iteration 10F: 3 clusters Score -3927878 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3929513.500000 Penalty: 5138.620117
	Iteration 11F: 3 clusters Score -3929514 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -3931114.750000 Penalty: 5138.620117
	Iteration 12F: 3 clusters Score -3931115 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -3932229.750000 Penalty: 5138.620117
	Iteration 13Q: 3 clusters Score -3932230 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -3932921.750000 Penalty: 5138.620117
	Iteration 14Q: 3 clusters Score -3932922 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -3933313.500000 Penalty: 5138.620117
	Iteration 15Q: 3 clusters Score -3933314 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -3933505.250000 Penalty: 5138.620117
	Iteration 16Q: 3 clusters Score -3933505 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -3933627.500000 Penalty: 5138.620117
	Iteration 17Q: 3 clusters Score -3933628 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -3933685.000000 Penalty: 5138.620117
	Iteration 18Q: 3 clusters Score -3933685 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -3933739.250000 Penalty: 5138.620117
	Iteration 19Q: 3 clusters Score -3933739 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -3933783.750000 Penalty: 5138.620117
	Iteration 20F: 3 clusters Score -3933784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3933801.500000 Penalty: 5138.620117
	Iteration 21Q: 3 clusters Score -3933802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -3933830.250000 Penalty: 5138.620117
	Iteration 22Q: 3 clusters Score -3933830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -3933842.750000 Penalty: 5138.620117
	Iteration 23Q: 3 clusters Score -3933843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -3933846.250000 Penalty: 5138.620117
	Iteration 24Q: 3 clusters Score -3933846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -3933861.000000 Penalty: 5138.620117
	Iteration 25Q: 3 clusters Score -3933861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -3933877.000000 Penalty: 5138.620117
	Iteration 26Q: 3 clusters Score -3933877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -3933889.000000 Penalty: 5138.620117
	Iteration 27Q: 3 clusters Score -3933889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -3933893.500000 Penalty: 5138.620117
	Iteration 28Q: 3 clusters Score -3933894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -3933904.250000 Penalty: 5138.620117
	Iteration 29Q: 3 clusters Score -3933904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3933912.250000 Penalty: 5138.620117
	Iteration 30Q: 3 clusters Score -3933912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -3933914.500000 Penalty: 5138.620117
	Iteration 31Q: 3 clusters Score -3933914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -3933917.000000 Penalty: 5138.620117
	Iteration 32Q: 3 clusters Score -3933917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -3933919.500000 Penalty: 5138.620117
	Iteration 33Q: 3 clusters Score -3933920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -3933920.000000 Penalty: 5138.620117
	Iteration 34Q: 3 clusters Score -3933920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -3933920.000000 Penalty: 5138.620117
	Iteration 35F: 3 clusters Score -3933920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -297199.781250 Penalty: 1941.353516
	Iteration 0F: 2 clusters Score -297199.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -294240.812500 Penalty: 3882.707031
	Iteration 0F: 3 clusters Score -294240.8 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -294782.031250 Penalty: 3882.707031
	Iteration 1F: 3 clusters Score -294782 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -294933.156250 Penalty: 3882.707031
	Iteration 2F: 3 clusters Score -294933.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -295044.750000 Penalty: 3882.707031
	Iteration 3F: 3 clusters Score -295044.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -295143.406250 Penalty: 3882.707031
	Iteration 4Q: 3 clusters Score -295143.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -295231.718750 Penalty: 3882.707031
	Iteration 5Q: 3 clusters Score -295231.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -295288.250000 Penalty: 3882.707031
	Iteration 6Q: 3 clusters Score -295288.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -295342.281250 Penalty: 3882.707031
	Iteration 7Q: 3 clusters Score -295342.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -295396.312500 Penalty: 3882.707031
	Iteration 8Q: 3 clusters Score -295396.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -295445.468750 Penalty: 3882.707031
	Iteration 9Q: 3 clusters Score -295445.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -295499.125000 Penalty: 3882.707031
	Iteration 10Q: 3 clusters Score -295499.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -295541.687500 Penalty: 3882.707031
	Iteration 11Q: 3 clusters Score -295541.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -295591.156250 Penalty: 3882.707031
	Iteration 12Q: 3 clusters Score -295591.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -295634.906250 Penalty: 3882.707031
	Iteration 13Q: 3 clusters Score -295634.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -295677.937500 Penalty: 3882.707031
	Iteration 14Q: 3 clusters Score -295677.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -295724.281250 Penalty: 3882.707031
	Iteration 15Q: 3 clusters Score -295724.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -295787.000000 Penalty: 3882.707031
	Iteration 16Q: 3 clusters Score -295787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -295841.437500 Penalty: 3882.707031
	Iteration 17Q: 3 clusters Score -295841.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -295913.000000 Penalty: 3882.707031
	Iteration 18Q: 3 clusters Score -295913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -296002.656250 Penalty: 3882.707031
	Iteration 19Q: 3 clusters Score -296002.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -296123.468750 Penalty: 3882.707031
	Iteration 20F: 3 clusters Score -296123.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -296322.625000 Penalty: 3882.707031
	Iteration 21Q: 3 clusters Score -296322.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -296676.500000 Penalty: 3882.707031
	Iteration 22Q: 3 clusters Score -296676.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -297133.781250 Penalty: 3882.707031
	Iteration 23Q: 3 clusters Score -297133.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -297290.000000 Penalty: 3882.707031
	Iteration 24Q: 3 clusters Score -297290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -297299.718750 Penalty: 3882.707031
	Iteration 25Q: 3 clusters Score -297299.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -297300.531250 Penalty: 3882.707031
	Iteration 26Q: 3 clusters Score -297300.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -297300.531250 Penalty: 3882.707031
	Iteration 27F: 3 clusters Score -297300.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 234144 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18442 members 
Mstep: Class 6 contains 78008 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10749 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 95514 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15534 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21393 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3786 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 1040 members 
Mstep: Class 46 contains 2206 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4407 members 
Mstep: Class 50 contains 6701 members 
Mstep: Class 51 contains 2220 members 
Mstep: Class 52 contains 17766 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5798 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5434 members 
Mstep: Class 67 contains 10664 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2759 members 
Mstep: Class 70 contains 1695 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2233 members 
Mstep: Class 73 contains 2121 members 
Mstep: Class 74 contains 3253 members 
Mstep: Class 75 contains 1345 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5554 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7795 members 
Mstep: Class 81 contains 361 members 
Mstep: Class 82 contains 1470 members 
Entering Unmasked Estep 
Score: -154535056.000000 Penalty: 286492.562500
Splitting cluster 45 changes total score from -154536688.000000 to -154535056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -275542.531250 Penalty: 1909.336182
	Iteration 0F: 2 clusters Score -275542.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -272795.781250 Penalty: 3818.672363
	Iteration 0F: 3 clusters Score -272795.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -273270.375000 Penalty: 3818.672363
	Iteration 1F: 3 clusters Score -273270.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -273393.375000 Penalty: 3818.672363
	Iteration 2F: 3 clusters Score -273393.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -273448.562500 Penalty: 3818.672363
	Iteration 3Q: 3 clusters Score -273448.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -273479.875000 Penalty: 3818.672363
	Iteration 4Q: 3 clusters Score -273479.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -273510.656250 Penalty: 3818.672363
	Iteration 5Q: 3 clusters Score -273510.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -273536.281250 Penalty: 3818.672363
	Iteration 6Q: 3 clusters Score -273536.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -273552.750000 Penalty: 3818.672363
	Iteration 7Q: 3 clusters Score -273552.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -273563.343750 Penalty: 3818.672363
	Iteration 8Q: 3 clusters Score -273563.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -273572.562500 Penalty: 3818.672363
	Iteration 9Q: 3 clusters Score -273572.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -273579.750000 Penalty: 3818.672363
	Iteration 10Q: 3 clusters Score -273579.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -273589.812500 Penalty: 3818.672363
	Iteration 11Q: 3 clusters Score -273589.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -273602.062500 Penalty: 3818.672363
	Iteration 12Q: 3 clusters Score -273602.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -273607.031250 Penalty: 3818.672363
	Iteration 13Q: 3 clusters Score -273607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -273613.250000 Penalty: 3818.672363
	Iteration 14Q: 3 clusters Score -273613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -273616.125000 Penalty: 3818.672363
	Iteration 15Q: 3 clusters Score -273616.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -273618.468750 Penalty: 3818.672363
	Iteration 16Q: 3 clusters Score -273618.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -273621.250000 Penalty: 3818.672363
	Iteration 17Q: 3 clusters Score -273621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -273624.531250 Penalty: 3818.672363
	Iteration 18Q: 3 clusters Score -273624.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -273627.000000 Penalty: 3818.672363
	Iteration 19Q: 3 clusters Score -273627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -273630.781250 Penalty: 3818.672363
	Iteration 20F: 3 clusters Score -273630.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -273635.187500 Penalty: 3818.672363
	Iteration 21Q: 3 clusters Score -273635.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -273640.062500 Penalty: 3818.672363
	Iteration 22Q: 3 clusters Score -273640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -273641.593750 Penalty: 3818.672363
	Iteration 23Q: 3 clusters Score -273641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -273641.937500 Penalty: 3818.672363
	Iteration 24Q: 3 clusters Score -273641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -273645.187500 Penalty: 3818.672363
	Iteration 25Q: 3 clusters Score -273645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -273646.875000 Penalty: 3818.672363
	Iteration 26Q: 3 clusters Score -273646.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -273647.312500 Penalty: 3818.672363
	Iteration 27Q: 3 clusters Score -273647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -273648.375000 Penalty: 3818.672363
	Iteration 28Q: 3 clusters Score -273648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -273649.031250 Penalty: 3818.672363
	Iteration 29Q: 3 clusters Score -273649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -273649.718750 Penalty: 3818.672363
	Iteration 30Q: 3 clusters Score -273649.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -273649.968750 Penalty: 3818.672363
	Iteration 31Q: 3 clusters Score -273650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -273651.687500 Penalty: 3818.672363
	Iteration 32Q: 3 clusters Score -273651.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -273652.968750 Penalty: 3818.672363
	Iteration 33Q: 3 clusters Score -273653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -273654.500000 Penalty: 3818.672363
	Iteration 34Q: 3 clusters Score -273654.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -273656.562500 Penalty: 3818.672363
	Iteration 35Q: 3 clusters Score -273656.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -273657.312500 Penalty: 3818.672363
	Iteration 36Q: 3 clusters Score -273657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -273659.406250 Penalty: 3818.672363
	Iteration 37Q: 3 clusters Score -273659.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -273661.718750 Penalty: 3818.672363
	Iteration 38Q: 3 clusters Score -273661.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -273662.250000 Penalty: 3818.672363
	Iteration 39Q: 3 clusters Score -273662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -273662.250000 Penalty: 3818.672363
	Iteration 40F: 3 clusters Score -273662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -262851.343750 Penalty: 1913.350708
	Iteration 0F: 2 clusters Score -262851.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -260123.812500 Penalty: 3826.701416
	Iteration 0F: 3 clusters Score -260123.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -260680.781250 Penalty: 3826.701416
	Iteration 1F: 3 clusters Score -260680.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -260843.687500 Penalty: 3826.701416
	Iteration 2F: 3 clusters Score -260843.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -260937.265625 Penalty: 3826.701416
	Iteration 3Q: 3 clusters Score -260937.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -261026.031250 Penalty: 3826.701416
	Iteration 4Q: 3 clusters Score -261026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -261091.921875 Penalty: 3826.701416
	Iteration 5Q: 3 clusters Score -261091.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -261129.703125 Penalty: 3826.701416
	Iteration 6Q: 3 clusters Score -261129.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -261163.046875 Penalty: 3826.701416
	Iteration 7Q: 3 clusters Score -261163 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -261183.562500 Penalty: 3826.701416
	Iteration 8Q: 3 clusters Score -261183.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -261204.328125 Penalty: 3826.701416
	Iteration 9Q: 3 clusters Score -261204.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -261221.859375 Penalty: 3826.701416
	Iteration 10Q: 3 clusters Score -261221.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -261238.015625 Penalty: 3826.701416
	Iteration 11Q: 3 clusters Score -261238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -261250.781250 Penalty: 3826.701416
	Iteration 12Q: 3 clusters Score -261250.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -261267.875000 Penalty: 3826.701416
	Iteration 13Q: 3 clusters Score -261267.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -261289.000000 Penalty: 3826.701416
	Iteration 14Q: 3 clusters Score -261289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -261304.937500 Penalty: 3826.701416
	Iteration 15Q: 3 clusters Score -261304.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -261323.015625 Penalty: 3826.701416
	Iteration 16Q: 3 clusters Score -261323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -261341.812500 Penalty: 3826.701416
	Iteration 17Q: 3 clusters Score -261341.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -261354.203125 Penalty: 3826.701416
	Iteration 18Q: 3 clusters Score -261354.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -261366.546875 Penalty: 3826.701416
	Iteration 19Q: 3 clusters Score -261366.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -261374.406250 Penalty: 3826.701416
	Iteration 20F: 3 clusters Score -261374.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -261389.421875 Penalty: 3826.701416
	Iteration 21Q: 3 clusters Score -261389.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -261413.062500 Penalty: 3826.701416
	Iteration 22Q: 3 clusters Score -261413.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -261456.718750 Penalty: 3826.701416
	Iteration 23Q: 3 clusters Score -261456.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -261500.109375 Penalty: 3826.701416
	Iteration 24Q: 3 clusters Score -261500.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -261533.953125 Penalty: 3826.701416
	Iteration 25Q: 3 clusters Score -261534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -261553.843750 Penalty: 3826.701416
	Iteration 26Q: 3 clusters Score -261553.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -261571.453125 Penalty: 3826.701416
	Iteration 27Q: 3 clusters Score -261571.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -261589.890625 Penalty: 3826.701416
	Iteration 28Q: 3 clusters Score -261589.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -261610.109375 Penalty: 3826.701416
	Iteration 29Q: 3 clusters Score -261610.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -261621.140625 Penalty: 3826.701416
	Iteration 30Q: 3 clusters Score -261621.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -261632.890625 Penalty: 3826.701416
	Iteration 31Q: 3 clusters Score -261632.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -261645.109375 Penalty: 3826.701416
	Iteration 32Q: 3 clusters Score -261645.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -261650.781250 Penalty: 3826.701416
	Iteration 33Q: 3 clusters Score -261650.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -261654.796875 Penalty: 3826.701416
	Iteration 34Q: 3 clusters Score -261654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -261655.265625 Penalty: 3826.701416
	Iteration 35Q: 3 clusters Score -261655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -261655.984375 Penalty: 3826.701416
	Iteration 36Q: 3 clusters Score -261656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -261656.109375 Penalty: 3826.701416
	Iteration 37Q: 3 clusters Score -261656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -261656.656250 Penalty: 3826.701416
	Iteration 38Q: 3 clusters Score -261656.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -261656.656250 Penalty: 3826.701416
	Iteration 39F: 3 clusters Score -261656.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Entering Unmasked Estep 
Score: -481194.531250 Penalty: 2082.973145
	Iteration 0F: 2 clusters Score -481194.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -477127.156250 Penalty: 4165.946289
	Iteration 0F: 3 clusters Score -477127.2 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -478252.437500 Penalty: 4165.946289
	Iteration 1F: 3 clusters Score -478252.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -478578.312500 Penalty: 4165.946289
	Iteration 2F: 3 clusters Score -478578.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -478786.781250 Penalty: 4165.946289
	Iteration 3F: 3 clusters Score -478786.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -478949.343750 Penalty: 4165.946289
	Iteration 4Q: 3 clusters Score -478949.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -479070.781250 Penalty: 4165.946289
	Iteration 5Q: 3 clusters Score -479070.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -479174.468750 Penalty: 4165.946289
	Iteration 6Q: 3 clusters Score -479174.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -479266.406250 Penalty: 4165.946289
	Iteration 7Q: 3 clusters Score -479266.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -479330.218750 Penalty: 4165.946289
	Iteration 8Q: 3 clusters Score -479330.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -479385.656250 Penalty: 4165.946289
	Iteration 9Q: 3 clusters Score -479385.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -479420.156250 Penalty: 4165.946289
	Iteration 10Q: 3 clusters Score -479420.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -479446.281250 Penalty: 4165.946289
	Iteration 11Q: 3 clusters Score -479446.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -479461.031250 Penalty: 4165.946289
	Iteration 12Q: 3 clusters Score -479461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -479471.625000 Penalty: 4165.946289
	Iteration 13Q: 3 clusters Score -479471.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -479480.062500 Penalty: 4165.946289
	Iteration 14Q: 3 clusters Score -479480.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -479488.062500 Penalty: 4165.946289
	Iteration 15Q: 3 clusters Score -479488.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -479493.375000 Penalty: 4165.946289
	Iteration 16Q: 3 clusters Score -479493.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -479501.468750 Penalty: 4165.946289
	Iteration 17Q: 3 clusters Score -479501.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -479506.562500 Penalty: 4165.946289
	Iteration 18Q: 3 clusters Score -479506.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -479509.125000 Penalty: 4165.946289
	Iteration 19Q: 3 clusters Score -479509.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -479512.718750 Penalty: 4165.946289
	Iteration 20F: 3 clusters Score -479512.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -479516.531250 Penalty: 4165.946289
	Iteration 21Q: 3 clusters Score -479516.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -479520.937500 Penalty: 4165.946289
	Iteration 22Q: 3 clusters Score -479520.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -479526.843750 Penalty: 4165.946289
	Iteration 23Q: 3 clusters Score -479526.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -479531.031250 Penalty: 4165.946289
	Iteration 24Q: 3 clusters Score -479531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -479532.187500 Penalty: 4165.946289
	Iteration 25Q: 3 clusters Score -479532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -479534.000000 Penalty: 4165.946289
	Iteration 26Q: 3 clusters Score -479534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -479535.812500 Penalty: 4165.946289
	Iteration 27Q: 3 clusters Score -479535.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -479538.812500 Penalty: 4165.946289
	Iteration 28Q: 3 clusters Score -479538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -479539.437500 Penalty: 4165.946289
	Iteration 29Q: 3 clusters Score -479539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -479540.093750 Penalty: 4165.946289
	Iteration 30Q: 3 clusters Score -479540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -479540.375000 Penalty: 4165.946289
	Iteration 31Q: 3 clusters Score -479540.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -479542.062500 Penalty: 4165.946289
	Iteration 32Q: 3 clusters Score -479542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -479541.406250 Penalty: 4165.946289
	Iteration 33Q: 3 clusters Score -479541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -479541.468750 Penalty: 4165.946289
	Iteration 34Q: 3 clusters Score -479541.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -479541.468750 Penalty: 4165.946289
	Iteration 35F: 3 clusters Score -479541.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Entering Unmasked Estep 
Score: -524419.000000 Penalty: 2080.955322
	Iteration 0F: 2 clusters Score -524419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -520278.125000 Penalty: 4161.910645
	Iteration 0F: 3 clusters Score -520278.1 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -521207.718750 Penalty: 4161.910645
	Iteration 1F: 3 clusters Score -521207.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -521418.343750 Penalty: 4161.910645
	Iteration 2F: 3 clusters Score -521418.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -521562.156250 Penalty: 4161.910645
	Iteration 3F: 3 clusters Score -521562.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -521694.625000 Penalty: 4161.910645
	Iteration 4Q: 3 clusters Score -521694.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -521814.343750 Penalty: 4161.910645
	Iteration 5Q: 3 clusters Score -521814.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -521933.343750 Penalty: 4161.910645
	Iteration 6Q: 3 clusters Score -521933.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -522068.343750 Penalty: 4161.910645
	Iteration 7Q: 3 clusters Score -522068.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -522207.593750 Penalty: 4161.910645
	Iteration 8Q: 3 clusters Score -522207.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -522365.437500 Penalty: 4161.910645
	Iteration 9Q: 3 clusters Score -522365.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -522520.562500 Penalty: 4161.910645
	Iteration 10Q: 3 clusters Score -522520.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -522679.250000 Penalty: 4161.910645
	Iteration 11Q: 3 clusters Score -522679.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -522829.531250 Penalty: 4161.910645
	Iteration 12Q: 3 clusters Score -522829.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -522929.750000 Penalty: 4161.910645
	Iteration 13Q: 3 clusters Score -522929.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -523000.281250 Penalty: 4161.910645
	Iteration 14Q: 3 clusters Score -523000.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -523045.937500 Penalty: 4161.910645
	Iteration 15Q: 3 clusters Score -523045.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -523069.312500 Penalty: 4161.910645
	Iteration 16Q: 3 clusters Score -523069.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -523084.500000 Penalty: 4161.910645
	Iteration 17Q: 3 clusters Score -523084.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -523096.437500 Penalty: 4161.910645
	Iteration 18Q: 3 clusters Score -523096.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -523100.937500 Penalty: 4161.910645
	Iteration 19Q: 3 clusters Score -523100.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -523104.656250 Penalty: 4161.910645
	Iteration 20F: 3 clusters Score -523104.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -523108.093750 Penalty: 4161.910645
	Iteration 21Q: 3 clusters Score -523108.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -523109.375000 Penalty: 4161.910645
	Iteration 22Q: 3 clusters Score -523109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -523109.343750 Penalty: 4161.910645
	Iteration 23Q: 3 clusters Score -523109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -523110.187500 Penalty: 4161.910645
	Iteration 24Q: 3 clusters Score -523110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -523110.343750 Penalty: 4161.910645
	Iteration 25Q: 3 clusters Score -523110.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -523110.812500 Penalty: 4161.910645
	Iteration 26Q: 3 clusters Score -523110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -523111.500000 Penalty: 4161.910645
	Iteration 27Q: 3 clusters Score -523111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -523111.500000 Penalty: 4161.910645
	Iteration 28F: 3 clusters Score -523111.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Entering Unmasked Estep 
Score: -803859.687500 Penalty: 2184.883057
	Iteration 0F: 2 clusters Score -803859.7 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 3404 members 
Entering Unmasked Estep 
Score: -798228.437500 Penalty: 4369.766113
	Iteration 0F: 3 clusters Score -798228.4 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -799711.000000 Penalty: 4369.766113
	Iteration 1F: 3 clusters Score -799711 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -799955.000000 Penalty: 4369.766113
	Iteration 2F: 3 clusters Score -799955 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -800106.625000 Penalty: 4369.766113
	Iteration 3Q: 3 clusters Score -800106.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -800205.187500 Penalty: 4369.766113
	Iteration 4Q: 3 clusters Score -800205.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -800269.625000 Penalty: 4369.766113
	Iteration 5Q: 3 clusters Score -800269.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -800330.375000 Penalty: 4369.766113
	Iteration 6Q: 3 clusters Score -800330.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -800381.875000 Penalty: 4369.766113
	Iteration 7Q: 3 clusters Score -800381.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -800421.687500 Penalty: 4369.766113
	Iteration 8Q: 3 clusters Score -800421.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -800470.375000 Penalty: 4369.766113
	Iteration 9Q: 3 clusters Score -800470.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -800533.000000 Penalty: 4369.766113
	Iteration 10Q: 3 clusters Score -800533 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -800604.937500 Penalty: 4369.766113
	Iteration 11Q: 3 clusters Score -800604.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -800692.437500 Penalty: 4369.766113
	Iteration 12Q: 3 clusters Score -800692.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -800796.750000 Penalty: 4369.766113
	Iteration 13Q: 3 clusters Score -800796.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -800903.062500 Penalty: 4369.766113
	Iteration 14Q: 3 clusters Score -800903.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -801010.625000 Penalty: 4369.766113
	Iteration 15Q: 3 clusters Score -801010.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -801118.875000 Penalty: 4369.766113
	Iteration 16Q: 3 clusters Score -801118.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -801211.812500 Penalty: 4369.766113
	Iteration 17Q: 3 clusters Score -801211.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -801314.000000 Penalty: 4369.766113
	Iteration 18Q: 3 clusters Score -801314 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -801408.750000 Penalty: 4369.766113
	Iteration 19Q: 3 clusters Score -801408.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -801475.500000 Penalty: 4369.766113
	Iteration 20F: 3 clusters Score -801475.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -801535.187500 Penalty: 4369.766113
	Iteration 21Q: 3 clusters Score -801535.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -801598.937500 Penalty: 4369.766113
	Iteration 22Q: 3 clusters Score -801598.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -801646.625000 Penalty: 4369.766113
	Iteration 23Q: 3 clusters Score -801646.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -801686.625000 Penalty: 4369.766113
	Iteration 24Q: 3 clusters Score -801686.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -801734.812500 Penalty: 4369.766113
	Iteration 25Q: 3 clusters Score -801734.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -801769.500000 Penalty: 4369.766113
	Iteration 26Q: 3 clusters Score -801769.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -801819.812500 Penalty: 4369.766113
	Iteration 27Q: 3 clusters Score -801819.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -801849.562500 Penalty: 4369.766113
	Iteration 28Q: 3 clusters Score -801849.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -801872.312500 Penalty: 4369.766113
	Iteration 29Q: 3 clusters Score -801872.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -801883.562500 Penalty: 4369.766113
	Iteration 30Q: 3 clusters Score -801883.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -801888.687500 Penalty: 4369.766113
	Iteration 31Q: 3 clusters Score -801888.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -801896.437500 Penalty: 4369.766113
	Iteration 32Q: 3 clusters Score -801896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -801904.750000 Penalty: 4369.766113
	Iteration 33Q: 3 clusters Score -801904.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -801908.687500 Penalty: 4369.766113
	Iteration 34Q: 3 clusters Score -801908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -801914.812500 Penalty: 4369.766113
	Iteration 35Q: 3 clusters Score -801914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -801918.625000 Penalty: 4369.766113
	Iteration 36Q: 3 clusters Score -801918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -801921.312500 Penalty: 4369.766113
	Iteration 37Q: 3 clusters Score -801921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -801922.187500 Penalty: 4369.766113
	Iteration 38Q: 3 clusters Score -801922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -801923.500000 Penalty: 4369.766113
	Iteration 39Q: 3 clusters Score -801923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -801926.187500 Penalty: 4369.766113
	Iteration 40F: 3 clusters Score -801926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -801929.562500 Penalty: 4369.766113
	Iteration 41Q: 3 clusters Score -801929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -801936.875000 Penalty: 4369.766113
	Iteration 42Q: 3 clusters Score -801936.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -801950.062500 Penalty: 4369.766113
	Iteration 43Q: 3 clusters Score -801950.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -801956.437500 Penalty: 4369.766113
	Iteration 44Q: 3 clusters Score -801956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -801958.187500 Penalty: 4369.766113
	Iteration 45Q: 3 clusters Score -801958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -801960.875000 Penalty: 4369.766113
	Iteration 46Q: 3 clusters Score -801960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -801962.687500 Penalty: 4369.766113
	Iteration 47Q: 3 clusters Score -801962.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -801962.687500 Penalty: 4369.766113
	Iteration 48F: 3 clusters Score -801962.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Entering Unmasked Estep 
Score: -259621.953125 Penalty: 1910.905151
	Iteration 0F: 2 clusters Score -259622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -256895.875000 Penalty: 3821.810303
	Iteration 0F: 3 clusters Score -256895.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -257566.843750 Penalty: 3821.810303
	Iteration 1F: 3 clusters Score -257566.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257780.906250 Penalty: 3821.810303
	Iteration 2F: 3 clusters Score -257780.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -257922.546875 Penalty: 3821.810303
	Iteration 3F: 3 clusters Score -257922.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -258012.406250 Penalty: 3821.810303
	Iteration 4Q: 3 clusters Score -258012.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -258093.312500 Penalty: 3821.810303
	Iteration 5Q: 3 clusters Score -258093.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -258169.625000 Penalty: 3821.810303
	Iteration 6Q: 3 clusters Score -258169.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -258236.625000 Penalty: 3821.810303
	Iteration 7Q: 3 clusters Score -258236.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -258297.015625 Penalty: 3821.810303
	Iteration 8Q: 3 clusters Score -258297 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -258350.531250 Penalty: 3821.810303
	Iteration 9Q: 3 clusters Score -258350.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -258403.062500 Penalty: 3821.810303
	Iteration 10Q: 3 clusters Score -258403.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -258451.140625 Penalty: 3821.810303
	Iteration 11Q: 3 clusters Score -258451.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -258484.937500 Penalty: 3821.810303
	Iteration 12Q: 3 clusters Score -258484.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -258511.812500 Penalty: 3821.810303
	Iteration 13Q: 3 clusters Score -258511.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -258529.328125 Penalty: 3821.810303
	Iteration 14Q: 3 clusters Score -258529.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -258546.812500 Penalty: 3821.810303
	Iteration 15Q: 3 clusters Score -258546.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -258563.718750 Penalty: 3821.810303
	Iteration 16Q: 3 clusters Score -258563.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -258579.609375 Penalty: 3821.810303
	Iteration 17Q: 3 clusters Score -258579.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -258586.937500 Penalty: 3821.810303
	Iteration 18Q: 3 clusters Score -258586.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -258592.890625 Penalty: 3821.810303
	Iteration 19Q: 3 clusters Score -258592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -258596.453125 Penalty: 3821.810303
	Iteration 20F: 3 clusters Score -258596.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -258601.640625 Penalty: 3821.810303
	Iteration 21Q: 3 clusters Score -258601.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -258606.656250 Penalty: 3821.810303
	Iteration 22Q: 3 clusters Score -258606.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -258608.593750 Penalty: 3821.810303
	Iteration 23Q: 3 clusters Score -258608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -258610.484375 Penalty: 3821.810303
	Iteration 24Q: 3 clusters Score -258610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -258611.859375 Penalty: 3821.810303
	Iteration 25Q: 3 clusters Score -258611.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -258614.375000 Penalty: 3821.810303
	Iteration 26Q: 3 clusters Score -258614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -258617.343750 Penalty: 3821.810303
	Iteration 27Q: 3 clusters Score -258617.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -258618.421875 Penalty: 3821.810303
	Iteration 28Q: 3 clusters Score -258618.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -258620.140625 Penalty: 3821.810303
	Iteration 29Q: 3 clusters Score -258620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -258620.703125 Penalty: 3821.810303
	Iteration 30Q: 3 clusters Score -258620.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -258620.703125 Penalty: 3821.810303
	Iteration 31F: 3 clusters Score -258620.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (17766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Entering Unmasked Estep 
Score: -2142054.250000 Penalty: 2426.690430
	Iteration 0F: 2 clusters Score -2142054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2129374.000000 Penalty: 4853.380859
	Iteration 0F: 3 clusters Score -2129374 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2133633.500000 Penalty: 4853.380859
	Iteration 1F: 3 clusters Score -2133634 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2134133.250000 Penalty: 4853.380859
	Iteration 2F: 3 clusters Score -2134133 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2134694.750000 Penalty: 4853.380859
	Iteration 3F: 3 clusters Score -2134695 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2135316.750000 Penalty: 4853.380859
	Iteration 4F: 3 clusters Score -2135317 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2136137.500000 Penalty: 4853.380859
	Iteration 5F: 3 clusters Score -2136138 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2137126.000000 Penalty: 4853.380859
	Iteration 6F: 3 clusters Score -2137126 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2138103.750000 Penalty: 4853.380859
	Iteration 7F: 3 clusters Score -2138104 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2138912.250000 Penalty: 4853.380859
	Iteration 8F: 3 clusters Score -2138912 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2139424.500000 Penalty: 4853.380859
	Iteration 9Q: 3 clusters Score -2139424 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2139751.250000 Penalty: 4853.380859
	Iteration 10Q: 3 clusters Score -2139751 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2139933.750000 Penalty: 4853.380859
	Iteration 11Q: 3 clusters Score -2139934 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2140054.250000 Penalty: 4853.380859
	Iteration 12Q: 3 clusters Score -2140054 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2140148.750000 Penalty: 4853.380859
	Iteration 13Q: 3 clusters Score -2140149 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2140200.750000 Penalty: 4853.380859
	Iteration 14Q: 3 clusters Score -2140201 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2140238.000000 Penalty: 4853.380859
	Iteration 15Q: 3 clusters Score -2140238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2140263.000000 Penalty: 4853.380859
	Iteration 16Q: 3 clusters Score -2140263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2140304.750000 Penalty: 4853.380859
	Iteration 17Q: 3 clusters Score -2140305 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2140334.000000 Penalty: 4853.380859
	Iteration 18Q: 3 clusters Score -2140334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2140352.250000 Penalty: 4853.380859
	Iteration 19Q: 3 clusters Score -2140352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2140372.000000 Penalty: 4853.380859
	Iteration 20F: 3 clusters Score -2140372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2140377.750000 Penalty: 4853.380859
	Iteration 21Q: 3 clusters Score -2140378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2140388.000000 Penalty: 4853.380859
	Iteration 22Q: 3 clusters Score -2140388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2140392.750000 Penalty: 4853.380859
	Iteration 23Q: 3 clusters Score -2140393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2140399.250000 Penalty: 4853.380859
	Iteration 24Q: 3 clusters Score -2140399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2140402.000000 Penalty: 4853.380859
	Iteration 25Q: 3 clusters Score -2140402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2140408.500000 Penalty: 4853.380859
	Iteration 26Q: 3 clusters Score -2140408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2140413.750000 Penalty: 4853.380859
	Iteration 27Q: 3 clusters Score -2140414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2140415.000000 Penalty: 4853.380859
	Iteration 28Q: 3 clusters Score -2140415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2140416.250000 Penalty: 4853.380859
	Iteration 29Q: 3 clusters Score -2140416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2140420.250000 Penalty: 4853.380859
	Iteration 30Q: 3 clusters Score -2140420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2140420.750000 Penalty: 4853.380859
	Iteration 31Q: 3 clusters Score -2140421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2140423.000000 Penalty: 4853.380859
	Iteration 32Q: 3 clusters Score -2140423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2140426.000000 Penalty: 4853.380859
	Iteration 33Q: 3 clusters Score -2140426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2140426.000000 Penalty: 4853.380859
	Iteration 34Q: 3 clusters Score -2140426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2140426.500000 Penalty: 4853.380859
	Iteration 35Q: 3 clusters Score -2140426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2140429.750000 Penalty: 4853.380859
	Iteration 36Q: 3 clusters Score -2140430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2140436.000000 Penalty: 4853.380859
	Iteration 37Q: 3 clusters Score -2140436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2140438.000000 Penalty: 4853.380859
	Iteration 38Q: 3 clusters Score -2140438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2140438.000000 Penalty: 4853.380859
	Iteration 39Q: 3 clusters Score -2140438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2140442.500000 Penalty: 4853.380859
	Iteration 40F: 3 clusters Score -2140442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2140443.250000 Penalty: 4853.380859
	Iteration 41Q: 3 clusters Score -2140443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2140443.500000 Penalty: 4853.380859
	Iteration 42Q: 3 clusters Score -2140444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2140443.500000 Penalty: 4853.380859
	Iteration 43F: 3 clusters Score -2140444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -384170.250000 Penalty: 1931.373657
	Iteration 0F: 2 clusters Score -384170.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -381282.125000 Penalty: 3862.747314
	Iteration 0F: 3 clusters Score -381282.1 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -381998.968750 Penalty: 3862.747314
	Iteration 1F: 3 clusters Score -381999 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -382464.000000 Penalty: 3862.747314
	Iteration 2F: 3 clusters Score -382464 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -383081.000000 Penalty: 3862.747314
	Iteration 3F: 3 clusters Score -383081 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -383583.312500 Penalty: 3862.747314
	Iteration 4F: 3 clusters Score -383583.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -383923.031250 Penalty: 3862.747314
	Iteration 5F: 3 clusters Score -383923 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -384106.406250 Penalty: 3862.747314
	Iteration 6F: 3 clusters Score -384106.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -384193.406250 Penalty: 3862.747314
	Iteration 7Q: 3 clusters Score -384193.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -384240.937500 Penalty: 3862.747314
	Iteration 8Q: 3 clusters Score -384240.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -384277.750000 Penalty: 3862.747314
	Iteration 9Q: 3 clusters Score -384277.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -384303.593750 Penalty: 3862.747314
	Iteration 10Q: 3 clusters Score -384303.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -384322.500000 Penalty: 3862.747314
	Iteration 11Q: 3 clusters Score -384322.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -384339.718750 Penalty: 3862.747314
	Iteration 12Q: 3 clusters Score -384339.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -384352.718750 Penalty: 3862.747314
	Iteration 13Q: 3 clusters Score -384352.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -384359.937500 Penalty: 3862.747314
	Iteration 14Q: 3 clusters Score -384359.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -384363.406250 Penalty: 3862.747314
	Iteration 15Q: 3 clusters Score -384363.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -384366.062500 Penalty: 3862.747314
	Iteration 16Q: 3 clusters Score -384366.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -384368.156250 Penalty: 3862.747314
	Iteration 17Q: 3 clusters Score -384368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -384368.906250 Penalty: 3862.747314
	Iteration 18Q: 3 clusters Score -384368.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -384368.906250 Penalty: 3862.747314
	Iteration 19F: 3 clusters Score -384368.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 234144 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18442 members 
Mstep: Class 6 contains 78008 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10749 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 95514 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15534 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21393 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3786 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2510 members 
Mstep: Class 46 contains 2206 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4407 members 
Mstep: Class 50 contains 6701 members 
Mstep: Class 51 contains 2220 members 
Mstep: Class 52 contains 17766 members 
Mstep: Class 53 contains 1627 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5798 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5434 members 
Mstep: Class 67 contains 10664 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2759 members 
Mstep: Class 70 contains 1695 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2233 members 
Mstep: Class 73 contains 2121 members 
Mstep: Class 74 contains 3253 members 
Mstep: Class 75 contains 1345 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5554 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7795 members 
Mstep: Class 81 contains 361 members 
Mstep: Class 82 contains 784 members 
Entering Unmasked Estep 
Score: -154535472.000000 Penalty: 286492.562500
Splitting cluster 53 changes total score from -154536688.000000 to -154535472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (8677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Entering Unmasked Estep 
Score: -1016809.687500 Penalty: 2248.970947
	Iteration 0F: 2 clusters Score -1016810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1009979.937500 Penalty: 4497.941895
	Iteration 0F: 3 clusters Score -1009980 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 4234 members 
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Mstep: Class 1 contains 4507 members 
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Mstep: Class 1 contains 4630 members 
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Mstep: Class 1 contains 4747 members 
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Mstep: Class 1 contains 4817 members 
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Mstep: Class 1 contains 4886 members 
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Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3728 members 
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Mstep: Class 1 contains 5024 members 
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Mstep: Class 2 contains 3509 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1014868 nChanged 8
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Entering Unmasked Estep 
Score: -1014874.625000 Penalty: 4497.941895
	Iteration 93Q: 3 clusters Score -1014875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1014877.750000 Penalty: 4497.941895
	Iteration 94Q: 3 clusters Score -1014878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1014884.375000 Penalty: 4497.941895
	Iteration 95Q: 3 clusters Score -1014884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1014890.562500 Penalty: 4497.941895
	Iteration 96Q: 3 clusters Score -1014891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1014894.625000 Penalty: 4497.941895
	Iteration 97Q: 3 clusters Score -1014895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1014896.687500 Penalty: 4497.941895
	Iteration 98Q: 3 clusters Score -1014897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1014898.937500 Penalty: 4497.941895
	Iteration 99Q: 3 clusters Score -1014899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1014902.000000 Penalty: 4497.941895
	Iteration 100F: 3 clusters Score -1014902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1014903.937500 Penalty: 4497.941895
	Iteration 101Q: 3 clusters Score -1014904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1014906.937500 Penalty: 4497.941895
	Iteration 102Q: 3 clusters Score -1014907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1014908.875000 Penalty: 4497.941895
	Iteration 103Q: 3 clusters Score -1014909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1014911.687500 Penalty: 4497.941895
	Iteration 104Q: 3 clusters Score -1014912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1014914.500000 Penalty: 4497.941895
	Iteration 105Q: 3 clusters Score -1014914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1014913.875000 Penalty: 4497.941895
	Iteration 106Q: 3 clusters Score -1014914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1014913.875000 Penalty: 4497.941895
	Iteration 107F: 3 clusters Score -1014914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (10618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Entering Unmasked Estep 
Score: -1290510.875000 Penalty: 2299.035889
	Iteration 0F: 2 clusters Score -1290511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1282455.250000 Penalty: 4598.071777
	Iteration 0F: 3 clusters Score -1282455 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1284819.875000 Penalty: 4598.071777
	Iteration 1F: 3 clusters Score -1284820 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1285168.875000 Penalty: 4598.071777
	Iteration 2F: 3 clusters Score -1285169 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1285445.375000 Penalty: 4598.071777
	Iteration 3F: 3 clusters Score -1285445 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1285713.375000 Penalty: 4598.071777
	Iteration 4Q: 3 clusters Score -1285713 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1286013.875000 Penalty: 4598.071777
	Iteration 5Q: 3 clusters Score -1286014 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1286289.875000 Penalty: 4598.071777
	Iteration 6Q: 3 clusters Score -1286290 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1286535.875000 Penalty: 4598.071777
	Iteration 7Q: 3 clusters Score -1286536 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1286779.375000 Penalty: 4598.071777
	Iteration 8Q: 3 clusters Score -1286779 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1286975.125000 Penalty: 4598.071777
	Iteration 9Q: 3 clusters Score -1286975 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1287110.500000 Penalty: 4598.071777
	Iteration 10Q: 3 clusters Score -1287110 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1287203.125000 Penalty: 4598.071777
	Iteration 11Q: 3 clusters Score -1287203 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1287275.500000 Penalty: 4598.071777
	Iteration 12Q: 3 clusters Score -1287276 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1287331.750000 Penalty: 4598.071777
	Iteration 13Q: 3 clusters Score -1287332 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1287372.500000 Penalty: 4598.071777
	Iteration 14Q: 3 clusters Score -1287372 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1287420.250000 Penalty: 4598.071777
	Iteration 15Q: 3 clusters Score -1287420 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1287469.125000 Penalty: 4598.071777
	Iteration 16Q: 3 clusters Score -1287469 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1287518.875000 Penalty: 4598.071777
	Iteration 17Q: 3 clusters Score -1287519 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1287559.375000 Penalty: 4598.071777
	Iteration 18Q: 3 clusters Score -1287559 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1287602.125000 Penalty: 4598.071777
	Iteration 19Q: 3 clusters Score -1287602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1287645.375000 Penalty: 4598.071777
	Iteration 20F: 3 clusters Score -1287645 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1287685.625000 Penalty: 4598.071777
	Iteration 21Q: 3 clusters Score -1287686 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1287735.375000 Penalty: 4598.071777
	Iteration 22Q: 3 clusters Score -1287735 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1287783.750000 Penalty: 4598.071777
	Iteration 23Q: 3 clusters Score -1287784 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1287833.125000 Penalty: 4598.071777
	Iteration 24Q: 3 clusters Score -1287833 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1287886.125000 Penalty: 4598.071777
	Iteration 25Q: 3 clusters Score -1287886 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1287945.125000 Penalty: 4598.071777
	Iteration 26Q: 3 clusters Score -1287945 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1287994.625000 Penalty: 4598.071777
	Iteration 27Q: 3 clusters Score -1287995 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1288037.125000 Penalty: 4598.071777
	Iteration 28Q: 3 clusters Score -1288037 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1288082.625000 Penalty: 4598.071777
	Iteration 29Q: 3 clusters Score -1288083 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1288119.625000 Penalty: 4598.071777
	Iteration 30Q: 3 clusters Score -1288120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1288155.500000 Penalty: 4598.071777
	Iteration 31Q: 3 clusters Score -1288156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1288192.875000 Penalty: 4598.071777
	Iteration 32Q: 3 clusters Score -1288193 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1288237.375000 Penalty: 4598.071777
	Iteration 33Q: 3 clusters Score -1288237 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1288269.000000 Penalty: 4598.071777
	Iteration 34Q: 3 clusters Score -1288269 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1288292.125000 Penalty: 4598.071777
	Iteration 35Q: 3 clusters Score -1288292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1288317.750000 Penalty: 4598.071777
	Iteration 36Q: 3 clusters Score -1288318 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1288338.000000 Penalty: 4598.071777
	Iteration 37Q: 3 clusters Score -1288338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1288360.625000 Penalty: 4598.071777
	Iteration 38Q: 3 clusters Score -1288361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1288382.375000 Penalty: 4598.071777
	Iteration 39Q: 3 clusters Score -1288382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1288397.625000 Penalty: 4598.071777
	Iteration 40F: 3 clusters Score -1288398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1288420.750000 Penalty: 4598.071777
	Iteration 41Q: 3 clusters Score -1288421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1288446.625000 Penalty: 4598.071777
	Iteration 42Q: 3 clusters Score -1288447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1288473.250000 Penalty: 4598.071777
	Iteration 43Q: 3 clusters Score -1288473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1288505.000000 Penalty: 4598.071777
	Iteration 44Q: 3 clusters Score -1288505 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1288525.250000 Penalty: 4598.071777
	Iteration 45Q: 3 clusters Score -1288525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1288548.000000 Penalty: 4598.071777
	Iteration 46Q: 3 clusters Score -1288548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1288566.625000 Penalty: 4598.071777
	Iteration 47Q: 3 clusters Score -1288567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1288574.750000 Penalty: 4598.071777
	Iteration 48Q: 3 clusters Score -1288575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1288588.250000 Penalty: 4598.071777
	Iteration 49Q: 3 clusters Score -1288588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1288597.000000 Penalty: 4598.071777
	Iteration 50Q: 3 clusters Score -1288597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1288606.500000 Penalty: 4598.071777
	Iteration 51Q: 3 clusters Score -1288606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1288611.375000 Penalty: 4598.071777
	Iteration 52Q: 3 clusters Score -1288611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1288615.250000 Penalty: 4598.071777
	Iteration 53Q: 3 clusters Score -1288615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1288623.125000 Penalty: 4598.071777
	Iteration 54Q: 3 clusters Score -1288623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1288625.875000 Penalty: 4598.071777
	Iteration 55Q: 3 clusters Score -1288626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1288630.125000 Penalty: 4598.071777
	Iteration 56Q: 3 clusters Score -1288630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1288631.500000 Penalty: 4598.071777
	Iteration 57Q: 3 clusters Score -1288632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1288635.375000 Penalty: 4598.071777
	Iteration 58Q: 3 clusters Score -1288635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1288637.875000 Penalty: 4598.071777
	Iteration 59Q: 3 clusters Score -1288638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1288642.125000 Penalty: 4598.071777
	Iteration 60F: 3 clusters Score -1288642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1288643.625000 Penalty: 4598.071777
	Iteration 61Q: 3 clusters Score -1288644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1288645.000000 Penalty: 4598.071777
	Iteration 62Q: 3 clusters Score -1288645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1288647.125000 Penalty: 4598.071777
	Iteration 63Q: 3 clusters Score -1288647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1288645.500000 Penalty: 4598.071777
	Iteration 64Q: 3 clusters Score -1288646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1288645.500000 Penalty: 4598.071777
	Iteration 65F: 3 clusters Score -1288646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (10881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Entering Unmasked Estep 
Score: -1314401.750000 Penalty: 2305.103760
	Iteration 0F: 2 clusters Score -1314402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1306184.625000 Penalty: 4610.207520
	Iteration 0F: 3 clusters Score -1306185 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1308616.500000 Penalty: 4610.207520
	Iteration 1F: 3 clusters Score -1308616 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1309002.750000 Penalty: 4610.207520
	Iteration 2F: 3 clusters Score -1309003 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1309315.250000 Penalty: 4610.207520
	Iteration 3F: 3 clusters Score -1309315 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1309604.375000 Penalty: 4610.207520
	Iteration 4Q: 3 clusters Score -1309604 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1309899.875000 Penalty: 4610.207520
	Iteration 5Q: 3 clusters Score -1309900 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1310209.375000 Penalty: 4610.207520
	Iteration 6Q: 3 clusters Score -1310209 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1310510.625000 Penalty: 4610.207520
	Iteration 7Q: 3 clusters Score -1310511 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1310783.500000 Penalty: 4610.207520
	Iteration 8Q: 3 clusters Score -1310784 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1310994.375000 Penalty: 4610.207520
	Iteration 9Q: 3 clusters Score -1310994 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1311121.750000 Penalty: 4610.207520
	Iteration 10Q: 3 clusters Score -1311122 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1311226.625000 Penalty: 4610.207520
	Iteration 11Q: 3 clusters Score -1311227 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1311326.125000 Penalty: 4610.207520
	Iteration 12Q: 3 clusters Score -1311326 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1311436.250000 Penalty: 4610.207520
	Iteration 13Q: 3 clusters Score -1311436 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1311593.750000 Penalty: 4610.207520
	Iteration 14Q: 3 clusters Score -1311594 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1311779.125000 Penalty: 4610.207520
	Iteration 15Q: 3 clusters Score -1311779 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1312013.500000 Penalty: 4610.207520
	Iteration 16Q: 3 clusters Score -1312014 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1312263.125000 Penalty: 4610.207520
	Iteration 17Q: 3 clusters Score -1312263 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1312516.625000 Penalty: 4610.207520
	Iteration 18Q: 3 clusters Score -1312517 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1312732.500000 Penalty: 4610.207520
	Iteration 19Q: 3 clusters Score -1312732 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1312902.125000 Penalty: 4610.207520
	Iteration 20F: 3 clusters Score -1312902 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1313026.125000 Penalty: 4610.207520
	Iteration 21Q: 3 clusters Score -1313026 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1313103.375000 Penalty: 4610.207520
	Iteration 22Q: 3 clusters Score -1313103 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1313157.875000 Penalty: 4610.207520
	Iteration 23Q: 3 clusters Score -1313158 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1313201.625000 Penalty: 4610.207520
	Iteration 24Q: 3 clusters Score -1313202 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1313231.750000 Penalty: 4610.207520
	Iteration 25Q: 3 clusters Score -1313232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1313256.000000 Penalty: 4610.207520
	Iteration 26Q: 3 clusters Score -1313256 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1313267.625000 Penalty: 4610.207520
	Iteration 27Q: 3 clusters Score -1313268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1313277.000000 Penalty: 4610.207520
	Iteration 28Q: 3 clusters Score -1313277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1313288.375000 Penalty: 4610.207520
	Iteration 29Q: 3 clusters Score -1313288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1313297.625000 Penalty: 4610.207520
	Iteration 30Q: 3 clusters Score -1313298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1313301.500000 Penalty: 4610.207520
	Iteration 31Q: 3 clusters Score -1313302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1313305.250000 Penalty: 4610.207520
	Iteration 32Q: 3 clusters Score -1313305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1313306.125000 Penalty: 4610.207520
	Iteration 33Q: 3 clusters Score -1313306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1313310.750000 Penalty: 4610.207520
	Iteration 34Q: 3 clusters Score -1313311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1313312.000000 Penalty: 4610.207520
	Iteration 35Q: 3 clusters Score -1313312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1313311.250000 Penalty: 4610.207520
	Iteration 36Q: 3 clusters Score -1313311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1313311.875000 Penalty: 4610.207520
	Iteration 37Q: 3 clusters Score -1313312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1313311.375000 Penalty: 4610.207520
	Iteration 38Q: 3 clusters Score -1313311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1313311.500000 Penalty: 4610.207520
	Iteration 39Q: 3 clusters Score -1313312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1313310.750000 Penalty: 4610.207520
	Iteration 40F: 3 clusters Score -1313311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1313310.875000 Penalty: 4610.207520
	Iteration 41Q: 3 clusters Score -1313311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1313310.750000 Penalty: 4610.207520
	Iteration 42Q: 3 clusters Score -1313311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1313311.875000 Penalty: 4610.207520
	Iteration 43Q: 3 clusters Score -1313312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1313311.875000 Penalty: 4610.207520
	Iteration 44Q: 3 clusters Score -1313312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1313314.500000 Penalty: 4610.207520
	Iteration 45Q: 3 clusters Score -1313314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1313313.875000 Penalty: 4610.207520
	Iteration 46Q: 3 clusters Score -1313314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1313315.125000 Penalty: 4610.207520
	Iteration 47Q: 3 clusters Score -1313315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1313314.500000 Penalty: 4610.207520
	Iteration 48Q: 3 clusters Score -1313314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1313311.875000 Penalty: 4610.207520
	Iteration 49Q: 3 clusters Score -1313312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1313313.250000 Penalty: 4610.207520
	Iteration 50Q: 3 clusters Score -1313313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1313311.875000 Penalty: 4610.207520
	Iteration 51Q: 3 clusters Score -1313312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1313312.375000 Penalty: 4610.207520
	Iteration 52Q: 3 clusters Score -1313312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1313317.875000 Penalty: 4610.207520
	Iteration 53Q: 3 clusters Score -1313318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1313319.125000 Penalty: 4610.207520
	Iteration 54Q: 3 clusters Score -1313319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1313320.625000 Penalty: 4610.207520
	Iteration 55Q: 3 clusters Score -1313321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1313320.750000 Penalty: 4610.207520
	Iteration 56Q: 3 clusters Score -1313321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1313317.750000 Penalty: 4610.207520
	Iteration 57Q: 3 clusters Score -1313318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1313316.750000 Penalty: 4610.207520
	Iteration 58Q: 3 clusters Score -1313317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1313318.125000 Penalty: 4610.207520
	Iteration 59Q: 3 clusters Score -1313318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1313316.750000 Penalty: 4610.207520
	Iteration 60F: 3 clusters Score -1313317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1313316.625000 Penalty: 4610.207520
	Iteration 61Q: 3 clusters Score -1313317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1313316.750000 Penalty: 4610.207520
	Iteration 62Q: 3 clusters Score -1313317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1313316.750000 Penalty: 4610.207520
	Iteration 63F: 3 clusters Score -1313317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (40309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Entering Unmasked Estep 
Score: -5020309.500000 Penalty: 2629.873779
	Iteration 0F: 2 clusters Score -5020310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4993033.000000 Penalty: 5259.747559
	Iteration 0F: 3 clusters Score -4993033 nChanged 18336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -5002998.000000 Penalty: 5259.747559
	Iteration 1F: 3 clusters Score -5002998 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -5003472.500000 Penalty: 5259.747559
	Iteration 2Q: 3 clusters Score -5003472 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -5003989.000000 Penalty: 5259.747559
	Iteration 3Q: 3 clusters Score -5003989 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -5004595.000000 Penalty: 5259.747559
	Iteration 4Q: 3 clusters Score -5004595 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -5005436.000000 Penalty: 5259.747559
	Iteration 5Q: 3 clusters Score -5005436 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -5006594.000000 Penalty: 5259.747559
	Iteration 6F: 3 clusters Score -5006594 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -5008282.000000 Penalty: 5259.747559
	Iteration 7F: 3 clusters Score -5008282 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -5010489.000000 Penalty: 5259.747559
	Iteration 8F: 3 clusters Score -5010489 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -5012839.500000 Penalty: 5259.747559
	Iteration 9F: 3 clusters Score -5012840 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -5014885.500000 Penalty: 5259.747559
	Iteration 10F: 3 clusters Score -5014886 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -5016153.500000 Penalty: 5259.747559
	Iteration 11Q: 3 clusters Score -5016154 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -5016929.500000 Penalty: 5259.747559
	Iteration 12Q: 3 clusters Score -5016930 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -5017345.000000 Penalty: 5259.747559
	Iteration 13Q: 3 clusters Score -5017345 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -5017592.000000 Penalty: 5259.747559
	Iteration 14Q: 3 clusters Score -5017592 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -5017742.000000 Penalty: 5259.747559
	Iteration 15Q: 3 clusters Score -5017742 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -5017842.500000 Penalty: 5259.747559
	Iteration 16Q: 3 clusters Score -5017842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5017903.500000 Penalty: 5259.747559
	Iteration 17Q: 3 clusters Score -5017904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -5017945.500000 Penalty: 5259.747559
	Iteration 18Q: 3 clusters Score -5017946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -5017968.000000 Penalty: 5259.747559
	Iteration 19Q: 3 clusters Score -5017968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -5017986.000000 Penalty: 5259.747559
	Iteration 20F: 3 clusters Score -5017986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -5017997.500000 Penalty: 5259.747559
	Iteration 21Q: 3 clusters Score -5017998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -5018012.000000 Penalty: 5259.747559
	Iteration 22Q: 3 clusters Score -5018012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -5018021.000000 Penalty: 5259.747559
	Iteration 23Q: 3 clusters Score -5018021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -5018027.000000 Penalty: 5259.747559
	Iteration 24Q: 3 clusters Score -5018027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -5018028.000000 Penalty: 5259.747559
	Iteration 25Q: 3 clusters Score -5018028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -5018026.500000 Penalty: 5259.747559
	Iteration 26Q: 3 clusters Score -5018026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -5018025.500000 Penalty: 5259.747559
	Iteration 27Q: 3 clusters Score -5018026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -5018033.500000 Penalty: 5259.747559
	Iteration 28Q: 3 clusters Score -5018034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -5018033.500000 Penalty: 5259.747559
	Iteration 29Q: 3 clusters Score -5018034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -5018034.500000 Penalty: 5259.747559
	Iteration 30Q: 3 clusters Score -5018034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5018048.500000 Penalty: 5259.747559
	Iteration 31Q: 3 clusters Score -5018048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -5018047.000000 Penalty: 5259.747559
	Iteration 32Q: 3 clusters Score -5018047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -5018053.000000 Penalty: 5259.747559
	Iteration 33Q: 3 clusters Score -5018053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -5018048.000000 Penalty: 5259.747559
	Iteration 34Q: 3 clusters Score -5018048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5018052.500000 Penalty: 5259.747559
	Iteration 35Q: 3 clusters Score -5018052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5018052.500000 Penalty: 5259.747559
	Iteration 36F: 3 clusters Score -5018052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -52060.570312 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -52060.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50823.761719 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -50823.76 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51154.507812 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -51154.51 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51318.871094 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -51318.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51487.937500 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -51487.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -51619.687500 Penalty: 3035.667480
	Iteration 4F: 3 clusters Score -51619.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51678.066406 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -51678.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -51735.957031 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -51735.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -51751.082031 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -51751.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -51763.914062 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -51763.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -51768.343750 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -51768.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -51768.343750 Penalty: 3035.667480
	Iteration 10F: 3 clusters Score -51768.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -115911.328125 Penalty: 1755.846558
	Iteration 0F: 2 clusters Score -115911.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -113857.570312 Penalty: 3511.693115
	Iteration 0F: 3 clusters Score -113857.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -114355.390625 Penalty: 3511.693115
	Iteration 1F: 3 clusters Score -114355.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -114725.468750 Penalty: 3511.693115
	Iteration 2F: 3 clusters Score -114725.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -114977.117188 Penalty: 3511.693115
	Iteration 3F: 3 clusters Score -114977.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -115210.148438 Penalty: 3511.693115
	Iteration 4F: 3 clusters Score -115210.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -115342.765625 Penalty: 3511.693115
	Iteration 5Q: 3 clusters Score -115342.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -115440.820312 Penalty: 3511.693115
	Iteration 6Q: 3 clusters Score -115440.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -115491.117188 Penalty: 3511.693115
	Iteration 7Q: 3 clusters Score -115491.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -115515.015625 Penalty: 3511.693115
	Iteration 8Q: 3 clusters Score -115515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -115540.250000 Penalty: 3511.693115
	Iteration 9Q: 3 clusters Score -115540.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -115556.890625 Penalty: 3511.693115
	Iteration 10Q: 3 clusters Score -115556.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -115573.429688 Penalty: 3511.693115
	Iteration 11Q: 3 clusters Score -115573.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -115587.242188 Penalty: 3511.693115
	Iteration 12Q: 3 clusters Score -115587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -115600.343750 Penalty: 3511.693115
	Iteration 13Q: 3 clusters Score -115600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -115603.460938 Penalty: 3511.693115
	Iteration 14Q: 3 clusters Score -115603.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -115603.460938 Penalty: 3511.693115
	Iteration 15F: 3 clusters Score -115603.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Entering Unmasked Estep 
Score: -698981.875000 Penalty: 2148.986328
	Iteration 0F: 2 clusters Score -698981.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -693932.437500 Penalty: 4297.972656
	Iteration 0F: 3 clusters Score -693932.4 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -695178.625000 Penalty: 4297.972656
	Iteration 1F: 3 clusters Score -695178.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -695430.125000 Penalty: 4297.972656
	Iteration 2F: 3 clusters Score -695430.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -695608.250000 Penalty: 4297.972656
	Iteration 3F: 3 clusters Score -695608.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -695708.062500 Penalty: 4297.972656
	Iteration 4Q: 3 clusters Score -695708.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -695779.937500 Penalty: 4297.972656
	Iteration 5Q: 3 clusters Score -695779.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -695835.250000 Penalty: 4297.972656
	Iteration 6Q: 3 clusters Score -695835.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -695881.312500 Penalty: 4297.972656
	Iteration 7Q: 3 clusters Score -695881.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -695939.562500 Penalty: 4297.972656
	Iteration 8Q: 3 clusters Score -695939.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -695989.000000 Penalty: 4297.972656
	Iteration 9Q: 3 clusters Score -695989 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -696024.437500 Penalty: 4297.972656
	Iteration 10Q: 3 clusters Score -696024.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -696059.000000 Penalty: 4297.972656
	Iteration 11Q: 3 clusters Score -696059 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -696101.625000 Penalty: 4297.972656
	Iteration 12Q: 3 clusters Score -696101.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -696162.750000 Penalty: 4297.972656
	Iteration 13Q: 3 clusters Score -696162.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -696213.750000 Penalty: 4297.972656
	Iteration 14Q: 3 clusters Score -696213.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -696266.125000 Penalty: 4297.972656
	Iteration 15Q: 3 clusters Score -696266.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -696320.750000 Penalty: 4297.972656
	Iteration 16Q: 3 clusters Score -696320.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -696374.000000 Penalty: 4297.972656
	Iteration 17Q: 3 clusters Score -696374 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -696426.125000 Penalty: 4297.972656
	Iteration 18Q: 3 clusters Score -696426.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -696460.000000 Penalty: 4297.972656
	Iteration 19Q: 3 clusters Score -696460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -696491.125000 Penalty: 4297.972656
	Iteration 20F: 3 clusters Score -696491.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -696531.250000 Penalty: 4297.972656
	Iteration 21Q: 3 clusters Score -696531.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -696571.375000 Penalty: 4297.972656
	Iteration 22Q: 3 clusters Score -696571.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -696614.625000 Penalty: 4297.972656
	Iteration 23Q: 3 clusters Score -696614.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -696656.437500 Penalty: 4297.972656
	Iteration 24Q: 3 clusters Score -696656.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -696697.062500 Penalty: 4297.972656
	Iteration 25Q: 3 clusters Score -696697.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -696730.687500 Penalty: 4297.972656
	Iteration 26Q: 3 clusters Score -696730.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -696748.812500 Penalty: 4297.972656
	Iteration 27Q: 3 clusters Score -696748.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -696771.687500 Penalty: 4297.972656
	Iteration 28Q: 3 clusters Score -696771.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -696793.000000 Penalty: 4297.972656
	Iteration 29Q: 3 clusters Score -696793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -696810.750000 Penalty: 4297.972656
	Iteration 30Q: 3 clusters Score -696810.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -696823.125000 Penalty: 4297.972656
	Iteration 31Q: 3 clusters Score -696823.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -696832.937500 Penalty: 4297.972656
	Iteration 32Q: 3 clusters Score -696832.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -696841.062500 Penalty: 4297.972656
	Iteration 33Q: 3 clusters Score -696841.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -696846.250000 Penalty: 4297.972656
	Iteration 34Q: 3 clusters Score -696846.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -696851.375000 Penalty: 4297.972656
	Iteration 35Q: 3 clusters Score -696851.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -696857.750000 Penalty: 4297.972656
	Iteration 36Q: 3 clusters Score -696857.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -696861.312500 Penalty: 4297.972656
	Iteration 37Q: 3 clusters Score -696861.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -696864.750000 Penalty: 4297.972656
	Iteration 38Q: 3 clusters Score -696864.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -696869.687500 Penalty: 4297.972656
	Iteration 39Q: 3 clusters Score -696869.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -696869.812500 Penalty: 4297.972656
	Iteration 40F: 3 clusters Score -696869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -696873.375000 Penalty: 4297.972656
	Iteration 41Q: 3 clusters Score -696873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -696875.250000 Penalty: 4297.972656
	Iteration 42Q: 3 clusters Score -696875.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -696876.437500 Penalty: 4297.972656
	Iteration 43Q: 3 clusters Score -696876.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -696878.000000 Penalty: 4297.972656
	Iteration 44Q: 3 clusters Score -696878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -696879.875000 Penalty: 4297.972656
	Iteration 45Q: 3 clusters Score -696879.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -696883.437500 Penalty: 4297.972656
	Iteration 46Q: 3 clusters Score -696883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -696884.562500 Penalty: 4297.972656
	Iteration 47Q: 3 clusters Score -696884.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -696885.875000 Penalty: 4297.972656
	Iteration 48Q: 3 clusters Score -696885.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -696889.750000 Penalty: 4297.972656
	Iteration 49Q: 3 clusters Score -696889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -696892.375000 Penalty: 4297.972656
	Iteration 50Q: 3 clusters Score -696892.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -696893.000000 Penalty: 4297.972656
	Iteration 51Q: 3 clusters Score -696893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -696891.687500 Penalty: 4297.972656
	Iteration 52Q: 3 clusters Score -696891.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -696894.312500 Penalty: 4297.972656
	Iteration 53Q: 3 clusters Score -696894.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -696894.312500 Penalty: 4297.972656
	Iteration 54F: 3 clusters Score -696894.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (31328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Entering Unmasked Estep 
Score: -3808175.750000 Penalty: 2567.362305
	Iteration 0F: 2 clusters Score -3808176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3786954.750000 Penalty: 5134.724609
	Iteration 0F: 3 clusters Score -3786955 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3794555.500000 Penalty: 5134.724609
	Iteration 1F: 3 clusters Score -3794556 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -3795429.250000 Penalty: 5134.724609
	Iteration 2F: 3 clusters Score -3795429 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3796615.500000 Penalty: 5134.724609
	Iteration 3F: 3 clusters Score -3796616 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3797988.000000 Penalty: 5134.724609
	Iteration 4F: 3 clusters Score -3797988 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3799677.500000 Penalty: 5134.724609
	Iteration 5F: 3 clusters Score -3799678 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3801479.750000 Penalty: 5134.724609
	Iteration 6F: 3 clusters Score -3801480 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3803493.500000 Penalty: 5134.724609
	Iteration 7F: 3 clusters Score -3803494 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -3805311.500000 Penalty: 5134.724609
	Iteration 8F: 3 clusters Score -3805312 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3806775.500000 Penalty: 5134.724609
	Iteration 9Q: 3 clusters Score -3806776 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3807555.250000 Penalty: 5134.724609
	Iteration 10Q: 3 clusters Score -3807555 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3807928.500000 Penalty: 5134.724609
	Iteration 11Q: 3 clusters Score -3807928 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3808095.250000 Penalty: 5134.724609
	Iteration 12Q: 3 clusters Score -3808095 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -3808194.750000 Penalty: 5134.724609
	Iteration 13Q: 3 clusters Score -3808195 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -3808255.250000 Penalty: 5134.724609
	Iteration 14Q: 3 clusters Score -3808255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -3808286.750000 Penalty: 5134.724609
	Iteration 15Q: 3 clusters Score -3808287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3808304.500000 Penalty: 5134.724609
	Iteration 16Q: 3 clusters Score -3808304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -3808321.000000 Penalty: 5134.724609
	Iteration 17Q: 3 clusters Score -3808321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3808335.000000 Penalty: 5134.724609
	Iteration 18Q: 3 clusters Score -3808335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3808332.750000 Penalty: 5134.724609
	Iteration 19Q: 3 clusters Score -3808333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -3808341.250000 Penalty: 5134.724609
	Iteration 20F: 3 clusters Score -3808341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3808343.000000 Penalty: 5134.724609
	Iteration 21Q: 3 clusters Score -3808343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3808350.000000 Penalty: 5134.724609
	Iteration 22Q: 3 clusters Score -3808350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3808349.500000 Penalty: 5134.724609
	Iteration 23Q: 3 clusters Score -3808350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -3808351.750000 Penalty: 5134.724609
	Iteration 24Q: 3 clusters Score -3808352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3808356.500000 Penalty: 5134.724609
	Iteration 25Q: 3 clusters Score -3808356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3808356.750000 Penalty: 5134.724609
	Iteration 26Q: 3 clusters Score -3808357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3808358.750000 Penalty: 5134.724609
	Iteration 27Q: 3 clusters Score -3808359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3808358.750000 Penalty: 5134.724609
	Iteration 28F: 3 clusters Score -3808359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 234144 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18442 members 
Mstep: Class 6 contains 78008 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10749 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 95514 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15534 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21393 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3786 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2510 members 
Mstep: Class 46 contains 2206 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4407 members 
Mstep: Class 50 contains 6701 members 
Mstep: Class 51 contains 2220 members 
Mstep: Class 52 contains 17766 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5798 members 
Mstep: Class 61 contains 1568 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5434 members 
Mstep: Class 67 contains 10664 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2759 members 
Mstep: Class 70 contains 1695 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2233 members 
Mstep: Class 73 contains 2121 members 
Mstep: Class 74 contains 3253 members 
Mstep: Class 75 contains 1345 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5554 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7795 members 
Mstep: Class 81 contains 361 members 
Mstep: Class 82 contains 29760 members 
Entering Unmasked Estep 
Score: -154536576.000000 Penalty: 286492.562500
Splitting cluster 61 changes total score from -154536688.000000 to -154536576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (15876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Entering Unmasked Estep 
Score: -1901065.250000 Penalty: 2398.795654
	Iteration 0F: 2 clusters Score -1901065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1889600.000000 Penalty: 4797.591309
	Iteration 0F: 3 clusters Score -1889600 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1893319.500000 Penalty: 4797.591309
	Iteration 1F: 3 clusters Score -1893320 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1893729.375000 Penalty: 4797.591309
	Iteration 2F: 3 clusters Score -1893729 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1894091.000000 Penalty: 4797.591309
	Iteration 3F: 3 clusters Score -1894091 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1894485.250000 Penalty: 4797.591309
	Iteration 4F: 3 clusters Score -1894485 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1894947.750000 Penalty: 4797.591309
	Iteration 5F: 3 clusters Score -1894948 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1895538.375000 Penalty: 4797.591309
	Iteration 6F: 3 clusters Score -1895538 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1896229.750000 Penalty: 4797.591309
	Iteration 7F: 3 clusters Score -1896230 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1896885.125000 Penalty: 4797.591309
	Iteration 8F: 3 clusters Score -1896885 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1897407.375000 Penalty: 4797.591309
	Iteration 9F: 3 clusters Score -1897407 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1897789.375000 Penalty: 4797.591309
	Iteration 10Q: 3 clusters Score -1897789 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1898042.125000 Penalty: 4797.591309
	Iteration 11Q: 3 clusters Score -1898042 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1898229.750000 Penalty: 4797.591309
	Iteration 12Q: 3 clusters Score -1898230 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1898371.500000 Penalty: 4797.591309
	Iteration 13Q: 3 clusters Score -1898372 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1898510.500000 Penalty: 4797.591309
	Iteration 14Q: 3 clusters Score -1898510 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1898643.875000 Penalty: 4797.591309
	Iteration 15Q: 3 clusters Score -1898644 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1898745.000000 Penalty: 4797.591309
	Iteration 16Q: 3 clusters Score -1898745 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1898831.500000 Penalty: 4797.591309
	Iteration 17Q: 3 clusters Score -1898832 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1898899.875000 Penalty: 4797.591309
	Iteration 18Q: 3 clusters Score -1898900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1898963.375000 Penalty: 4797.591309
	Iteration 19Q: 3 clusters Score -1898963 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1899011.875000 Penalty: 4797.591309
	Iteration 20F: 3 clusters Score -1899012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1899051.250000 Penalty: 4797.591309
	Iteration 21Q: 3 clusters Score -1899051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1899079.000000 Penalty: 4797.591309
	Iteration 22Q: 3 clusters Score -1899079 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1899106.375000 Penalty: 4797.591309
	Iteration 23Q: 3 clusters Score -1899106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1899119.250000 Penalty: 4797.591309
	Iteration 24Q: 3 clusters Score -1899119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1899133.125000 Penalty: 4797.591309
	Iteration 25Q: 3 clusters Score -1899133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1899135.625000 Penalty: 4797.591309
	Iteration 26Q: 3 clusters Score -1899136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1899137.000000 Penalty: 4797.591309
	Iteration 27Q: 3 clusters Score -1899137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1899141.250000 Penalty: 4797.591309
	Iteration 28Q: 3 clusters Score -1899141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1899147.250000 Penalty: 4797.591309
	Iteration 29Q: 3 clusters Score -1899147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1899147.625000 Penalty: 4797.591309
	Iteration 30Q: 3 clusters Score -1899148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1899153.375000 Penalty: 4797.591309
	Iteration 31Q: 3 clusters Score -1899153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1899160.750000 Penalty: 4797.591309
	Iteration 32Q: 3 clusters Score -1899161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1899169.500000 Penalty: 4797.591309
	Iteration 33Q: 3 clusters Score -1899170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1899177.625000 Penalty: 4797.591309
	Iteration 34Q: 3 clusters Score -1899178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1899182.500000 Penalty: 4797.591309
	Iteration 35Q: 3 clusters Score -1899182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1899190.500000 Penalty: 4797.591309
	Iteration 36Q: 3 clusters Score -1899190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1899193.500000 Penalty: 4797.591309
	Iteration 37Q: 3 clusters Score -1899194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1899195.125000 Penalty: 4797.591309
	Iteration 38Q: 3 clusters Score -1899195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1899200.750000 Penalty: 4797.591309
	Iteration 39Q: 3 clusters Score -1899201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1899199.375000 Penalty: 4797.591309
	Iteration 40F: 3 clusters Score -1899199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1899199.125000 Penalty: 4797.591309
	Iteration 41Q: 3 clusters Score -1899199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1899200.625000 Penalty: 4797.591309
	Iteration 42Q: 3 clusters Score -1899201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1899200.625000 Penalty: 4797.591309
	Iteration 43F: 3 clusters Score -1899201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (3851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Entering Unmasked Estep 
Score: -454844.906250 Penalty: 2047.509888
	Iteration 0F: 2 clusters Score -454844.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -451045.406250 Penalty: 4095.019775
	Iteration 0F: 3 clusters Score -451045.4 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -452007.093750 Penalty: 4095.019775
	Iteration 1F: 3 clusters Score -452007.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -452354.562500 Penalty: 4095.019775
	Iteration 2F: 3 clusters Score -452354.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -452657.531250 Penalty: 4095.019775
	Iteration 3F: 3 clusters Score -452657.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -452979.500000 Penalty: 4095.019775
	Iteration 4F: 3 clusters Score -452979.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -453366.593750 Penalty: 4095.019775
	Iteration 5F: 3 clusters Score -453366.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -453691.781250 Penalty: 4095.019775
	Iteration 6F: 3 clusters Score -453691.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -453911.843750 Penalty: 4095.019775
	Iteration 7Q: 3 clusters Score -453911.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -454060.843750 Penalty: 4095.019775
	Iteration 8Q: 3 clusters Score -454060.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -454151.375000 Penalty: 4095.019775
	Iteration 9Q: 3 clusters Score -454151.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -454216.531250 Penalty: 4095.019775
	Iteration 10Q: 3 clusters Score -454216.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -454263.375000 Penalty: 4095.019775
	Iteration 11Q: 3 clusters Score -454263.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -454286.937500 Penalty: 4095.019775
	Iteration 12Q: 3 clusters Score -454286.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -454295.812500 Penalty: 4095.019775
	Iteration 13Q: 3 clusters Score -454295.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -454302.468750 Penalty: 4095.019775
	Iteration 14Q: 3 clusters Score -454302.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -454307.062500 Penalty: 4095.019775
	Iteration 15Q: 3 clusters Score -454307.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -454312.718750 Penalty: 4095.019775
	Iteration 16Q: 3 clusters Score -454312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -454316.000000 Penalty: 4095.019775
	Iteration 17Q: 3 clusters Score -454316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -454318.250000 Penalty: 4095.019775
	Iteration 18Q: 3 clusters Score -454318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -454319.406250 Penalty: 4095.019775
	Iteration 19Q: 3 clusters Score -454319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -454319.968750 Penalty: 4095.019775
	Iteration 20F: 3 clusters Score -454320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -454321.218750 Penalty: 4095.019775
	Iteration 21Q: 3 clusters Score -454321.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -454321.218750 Penalty: 4095.019775
	Iteration 22F: 3 clusters Score -454321.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -211456.406250 Penalty: 1856.680054
	Iteration 0F: 2 clusters Score -211456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -208994.312500 Penalty: 3713.360107
	Iteration 0F: 3 clusters Score -208994.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -209440.421875 Penalty: 3713.360107
	Iteration 1F: 3 clusters Score -209440.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -209581.328125 Penalty: 3713.360107
	Iteration 2F: 3 clusters Score -209581.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -209672.593750 Penalty: 3713.360107
	Iteration 3Q: 3 clusters Score -209672.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -209767.296875 Penalty: 3713.360107
	Iteration 4Q: 3 clusters Score -209767.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -209848.359375 Penalty: 3713.360107
	Iteration 5Q: 3 clusters Score -209848.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -209902.843750 Penalty: 3713.360107
	Iteration 6Q: 3 clusters Score -209902.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -209955.781250 Penalty: 3713.360107
	Iteration 7Q: 3 clusters Score -209955.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -209987.734375 Penalty: 3713.360107
	Iteration 8Q: 3 clusters Score -209987.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -210012.734375 Penalty: 3713.360107
	Iteration 9Q: 3 clusters Score -210012.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -210045.156250 Penalty: 3713.360107
	Iteration 10Q: 3 clusters Score -210045.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -210067.250000 Penalty: 3713.360107
	Iteration 11Q: 3 clusters Score -210067.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -210079.171875 Penalty: 3713.360107
	Iteration 12Q: 3 clusters Score -210079.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -210087.421875 Penalty: 3713.360107
	Iteration 13Q: 3 clusters Score -210087.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -210095.234375 Penalty: 3713.360107
	Iteration 14Q: 3 clusters Score -210095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -210101.828125 Penalty: 3713.360107
	Iteration 15Q: 3 clusters Score -210101.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -210109.671875 Penalty: 3713.360107
	Iteration 16Q: 3 clusters Score -210109.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -210113.062500 Penalty: 3713.360107
	Iteration 17Q: 3 clusters Score -210113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -210113.828125 Penalty: 3713.360107
	Iteration 18Q: 3 clusters Score -210113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -210113.828125 Penalty: 3713.360107
	Iteration 19F: 3 clusters Score -210113.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -114113.882812 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -114113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112153.859375 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -112153.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112438.875000 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -112438.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -112545.218750 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -112545.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -112596.859375 Penalty: 3423.760498
	Iteration 3Q: 3 clusters Score -112596.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112625.820312 Penalty: 3423.760498
	Iteration 4Q: 3 clusters Score -112625.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112662.953125 Penalty: 3423.760498
	Iteration 5Q: 3 clusters Score -112663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112687.992188 Penalty: 3423.760498
	Iteration 6Q: 3 clusters Score -112688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112702.992188 Penalty: 3423.760498
	Iteration 7Q: 3 clusters Score -112703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112710.703125 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -112710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112714.617188 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -112714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112718.218750 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -112718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112721.085938 Penalty: 3423.760498
	Iteration 11Q: 3 clusters Score -112721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112721.890625 Penalty: 3423.760498
	Iteration 12Q: 3 clusters Score -112721.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112721.890625 Penalty: 3423.760498
	Iteration 13F: 3 clusters Score -112721.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Entering Unmasked Estep 
Score: -870129.187500 Penalty: 2132.906738
	Iteration 0F: 2 clusters Score -870129.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -865430.750000 Penalty: 4265.813477
	Iteration 0F: 3 clusters Score -865430.8 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -867011.437500 Penalty: 4265.813477
	Iteration 1F: 3 clusters Score -867011.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -867748.500000 Penalty: 4265.813477
	Iteration 2F: 3 clusters Score -867748.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -868287.312500 Penalty: 4265.813477
	Iteration 3F: 3 clusters Score -868287.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -868666.312500 Penalty: 4265.813477
	Iteration 4F: 3 clusters Score -868666.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -868952.687500 Penalty: 4265.813477
	Iteration 5F: 3 clusters Score -868952.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -869141.750000 Penalty: 4265.813477
	Iteration 6Q: 3 clusters Score -869141.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -869280.187500 Penalty: 4265.813477
	Iteration 7Q: 3 clusters Score -869280.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -869335.250000 Penalty: 4265.813477
	Iteration 8Q: 3 clusters Score -869335.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -869365.250000 Penalty: 4265.813477
	Iteration 9Q: 3 clusters Score -869365.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -869389.625000 Penalty: 4265.813477
	Iteration 10Q: 3 clusters Score -869389.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -869404.687500 Penalty: 4265.813477
	Iteration 11Q: 3 clusters Score -869404.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -869413.562500 Penalty: 4265.813477
	Iteration 12Q: 3 clusters Score -869413.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -869421.375000 Penalty: 4265.813477
	Iteration 13Q: 3 clusters Score -869421.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -869424.125000 Penalty: 4265.813477
	Iteration 14Q: 3 clusters Score -869424.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -869426.937500 Penalty: 4265.813477
	Iteration 15Q: 3 clusters Score -869426.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -869425.812500 Penalty: 4265.813477
	Iteration 16Q: 3 clusters Score -869425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -869427.125000 Penalty: 4265.813477
	Iteration 17Q: 3 clusters Score -869427.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -869430.062500 Penalty: 4265.813477
	Iteration 18Q: 3 clusters Score -869430.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -869429.062500 Penalty: 4265.813477
	Iteration 19Q: 3 clusters Score -869429.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -869431.625000 Penalty: 4265.813477
	Iteration 20F: 3 clusters Score -869431.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -869434.875000 Penalty: 4265.813477
	Iteration 21Q: 3 clusters Score -869434.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -869435.312500 Penalty: 4265.813477
	Iteration 22Q: 3 clusters Score -869435.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -869439.375000 Penalty: 4265.813477
	Iteration 23Q: 3 clusters Score -869439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -869439.062500 Penalty: 4265.813477
	Iteration 24Q: 3 clusters Score -869439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -869441.062500 Penalty: 4265.813477
	Iteration 25Q: 3 clusters Score -869441.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -869443.687500 Penalty: 4265.813477
	Iteration 26Q: 3 clusters Score -869443.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -869445.625000 Penalty: 4265.813477
	Iteration 27Q: 3 clusters Score -869445.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -869447.562500 Penalty: 4265.813477
	Iteration 28Q: 3 clusters Score -869447.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -869449.187500 Penalty: 4265.813477
	Iteration 29Q: 3 clusters Score -869449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -869451.875000 Penalty: 4265.813477
	Iteration 30Q: 3 clusters Score -869451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -869449.125000 Penalty: 4265.813477
	Iteration 31Q: 3 clusters Score -869449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -869451.750000 Penalty: 4265.813477
	Iteration 32Q: 3 clusters Score -869451.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -869454.062500 Penalty: 4265.813477
	Iteration 33Q: 3 clusters Score -869454.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -869456.187500 Penalty: 4265.813477
	Iteration 34Q: 3 clusters Score -869456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -869457.937500 Penalty: 4265.813477
	Iteration 35Q: 3 clusters Score -869457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -869459.000000 Penalty: 4265.813477
	Iteration 36Q: 3 clusters Score -869459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -869460.625000 Penalty: 4265.813477
	Iteration 37Q: 3 clusters Score -869460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -869461.000000 Penalty: 4265.813477
	Iteration 38Q: 3 clusters Score -869461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -869460.437500 Penalty: 4265.813477
	Iteration 39Q: 3 clusters Score -869460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -869460.437500 Penalty: 4265.813477
	Iteration 40F: 3 clusters Score -869460.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (10664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Entering Unmasked Estep 
Score: -1174433.375000 Penalty: 2300.107910
	Iteration 0F: 2 clusters Score -1174433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1166313.250000 Penalty: 4600.215820
	Iteration 0F: 3 clusters Score -1166313 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1168744.750000 Penalty: 4600.215820
	Iteration 1F: 3 clusters Score -1168745 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1169139.625000 Penalty: 4600.215820
	Iteration 2F: 3 clusters Score -1169140 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1169427.375000 Penalty: 4600.215820
	Iteration 3F: 3 clusters Score -1169427 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1169671.625000 Penalty: 4600.215820
	Iteration 4Q: 3 clusters Score -1169672 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1169875.625000 Penalty: 4600.215820
	Iteration 5Q: 3 clusters Score -1169876 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1170087.250000 Penalty: 4600.215820
	Iteration 6Q: 3 clusters Score -1170087 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1170300.000000 Penalty: 4600.215820
	Iteration 7Q: 3 clusters Score -1170300 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1170551.000000 Penalty: 4600.215820
	Iteration 8Q: 3 clusters Score -1170551 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1170805.625000 Penalty: 4600.215820
	Iteration 9Q: 3 clusters Score -1170806 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1171066.500000 Penalty: 4600.215820
	Iteration 10Q: 3 clusters Score -1171066 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1171347.500000 Penalty: 4600.215820
	Iteration 11Q: 3 clusters Score -1171348 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1171683.750000 Penalty: 4600.215820
	Iteration 12Q: 3 clusters Score -1171684 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1172012.250000 Penalty: 4600.215820
	Iteration 13Q: 3 clusters Score -1172012 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1172247.375000 Penalty: 4600.215820
	Iteration 14Q: 3 clusters Score -1172247 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1172407.250000 Penalty: 4600.215820
	Iteration 15Q: 3 clusters Score -1172407 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1172512.125000 Penalty: 4600.215820
	Iteration 16Q: 3 clusters Score -1172512 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1172595.000000 Penalty: 4600.215820
	Iteration 17Q: 3 clusters Score -1172595 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1172635.500000 Penalty: 4600.215820
	Iteration 18Q: 3 clusters Score -1172636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1172681.125000 Penalty: 4600.215820
	Iteration 19Q: 3 clusters Score -1172681 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1172713.625000 Penalty: 4600.215820
	Iteration 20F: 3 clusters Score -1172714 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1172744.500000 Penalty: 4600.215820
	Iteration 21Q: 3 clusters Score -1172744 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1172774.125000 Penalty: 4600.215820
	Iteration 22Q: 3 clusters Score -1172774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1172795.250000 Penalty: 4600.215820
	Iteration 23Q: 3 clusters Score -1172795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1172807.250000 Penalty: 4600.215820
	Iteration 24Q: 3 clusters Score -1172807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1172814.375000 Penalty: 4600.215820
	Iteration 25Q: 3 clusters Score -1172814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1172825.625000 Penalty: 4600.215820
	Iteration 26Q: 3 clusters Score -1172826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1172831.250000 Penalty: 4600.215820
	Iteration 27Q: 3 clusters Score -1172831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1172834.625000 Penalty: 4600.215820
	Iteration 28Q: 3 clusters Score -1172835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1172845.250000 Penalty: 4600.215820
	Iteration 29Q: 3 clusters Score -1172845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1172850.125000 Penalty: 4600.215820
	Iteration 30Q: 3 clusters Score -1172850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1172859.375000 Penalty: 4600.215820
	Iteration 31Q: 3 clusters Score -1172859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1172865.875000 Penalty: 4600.215820
	Iteration 32Q: 3 clusters Score -1172866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1172868.250000 Penalty: 4600.215820
	Iteration 33Q: 3 clusters Score -1172868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1172869.875000 Penalty: 4600.215820
	Iteration 34Q: 3 clusters Score -1172870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1172873.375000 Penalty: 4600.215820
	Iteration 35Q: 3 clusters Score -1172873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1172879.375000 Penalty: 4600.215820
	Iteration 36Q: 3 clusters Score -1172879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1172883.125000 Penalty: 4600.215820
	Iteration 37Q: 3 clusters Score -1172883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1172891.750000 Penalty: 4600.215820
	Iteration 38Q: 3 clusters Score -1172892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1172895.125000 Penalty: 4600.215820
	Iteration 39Q: 3 clusters Score -1172895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1172901.500000 Penalty: 4600.215820
	Iteration 40F: 3 clusters Score -1172902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1172907.875000 Penalty: 4600.215820
	Iteration 41Q: 3 clusters Score -1172908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1172915.250000 Penalty: 4600.215820
	Iteration 42Q: 3 clusters Score -1172915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1172923.125000 Penalty: 4600.215820
	Iteration 43Q: 3 clusters Score -1172923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1172929.000000 Penalty: 4600.215820
	Iteration 44Q: 3 clusters Score -1172929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1172930.125000 Penalty: 4600.215820
	Iteration 45Q: 3 clusters Score -1172930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1172935.375000 Penalty: 4600.215820
	Iteration 46Q: 3 clusters Score -1172935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1172940.375000 Penalty: 4600.215820
	Iteration 47Q: 3 clusters Score -1172940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1172940.875000 Penalty: 4600.215820
	Iteration 48Q: 3 clusters Score -1172941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1172943.250000 Penalty: 4600.215820
	Iteration 49Q: 3 clusters Score -1172943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1172945.125000 Penalty: 4600.215820
	Iteration 50Q: 3 clusters Score -1172945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1172948.250000 Penalty: 4600.215820
	Iteration 51Q: 3 clusters Score -1172948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1172948.500000 Penalty: 4600.215820
	Iteration 52Q: 3 clusters Score -1172948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1172949.250000 Penalty: 4600.215820
	Iteration 53Q: 3 clusters Score -1172949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1172949.625000 Penalty: 4600.215820
	Iteration 54Q: 3 clusters Score -1172950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1172948.875000 Penalty: 4600.215820
	Iteration 55Q: 3 clusters Score -1172949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1172951.125000 Penalty: 4600.215820
	Iteration 56Q: 3 clusters Score -1172951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1172954.625000 Penalty: 4600.215820
	Iteration 57Q: 3 clusters Score -1172955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1172953.625000 Penalty: 4600.215820
	Iteration 58Q: 3 clusters Score -1172954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1172956.625000 Penalty: 4600.215820
	Iteration 59Q: 3 clusters Score -1172957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1172958.875000 Penalty: 4600.215820
	Iteration 60F: 3 clusters Score -1172959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1172958.250000 Penalty: 4600.215820
	Iteration 61Q: 3 clusters Score -1172958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1172959.750000 Penalty: 4600.215820
	Iteration 62Q: 3 clusters Score -1172960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1172960.500000 Penalty: 4600.215820
	Iteration 63Q: 3 clusters Score -1172960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1172961.750000 Penalty: 4600.215820
	Iteration 64Q: 3 clusters Score -1172962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1172961.375000 Penalty: 4600.215820
	Iteration 65Q: 3 clusters Score -1172961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1172963.000000 Penalty: 4600.215820
	Iteration 66Q: 3 clusters Score -1172963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1172963.125000 Penalty: 4600.215820
	Iteration 67Q: 3 clusters Score -1172963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1172966.750000 Penalty: 4600.215820
	Iteration 68Q: 3 clusters Score -1172967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1172968.875000 Penalty: 4600.215820
	Iteration 69Q: 3 clusters Score -1172969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1172969.500000 Penalty: 4600.215820
	Iteration 70Q: 3 clusters Score -1172970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1172972.750000 Penalty: 4600.215820
	Iteration 71Q: 3 clusters Score -1172973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1172972.500000 Penalty: 4600.215820
	Iteration 72Q: 3 clusters Score -1172972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1172976.125000 Penalty: 4600.215820
	Iteration 73Q: 3 clusters Score -1172976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1172972.750000 Penalty: 4600.215820
	Iteration 74Q: 3 clusters Score -1172973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1172971.875000 Penalty: 4600.215820
	Iteration 75Q: 3 clusters Score -1172972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1172971.125000 Penalty: 4600.215820
	Iteration 76Q: 3 clusters Score -1172971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1172973.750000 Penalty: 4600.215820
	Iteration 77Q: 3 clusters Score -1172974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1172977.000000 Penalty: 4600.215820
	Iteration 78Q: 3 clusters Score -1172977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1172980.750000 Penalty: 4600.215820
	Iteration 79Q: 3 clusters Score -1172981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1172978.500000 Penalty: 4600.215820
	Iteration 80F: 3 clusters Score -1172978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1172980.125000 Penalty: 4600.215820
	Iteration 81Q: 3 clusters Score -1172980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1172979.750000 Penalty: 4600.215820
	Iteration 82Q: 3 clusters Score -1172980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1172980.500000 Penalty: 4600.215820
	Iteration 83Q: 3 clusters Score -1172980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1172981.375000 Penalty: 4600.215820
	Iteration 84Q: 3 clusters Score -1172981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1172981.375000 Penalty: 4600.215820
	Iteration 85F: 3 clusters Score -1172981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -32526.087891 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -32526.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31169.513672 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -31169.51 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31438.132812 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -31438.13 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31570.962891 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -31570.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31683.150391 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -31683.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31799.205078 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -31799.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31916.384766 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -31916.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32005.013672 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -32005.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32040.166016 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -32040.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32058.035156 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -32058.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32108.560547 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -32108.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32128.464844 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -32128.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32135.917969 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -32135.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32174.144531 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -32174.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32185.091797 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -32185.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32186.185547 Penalty: 3078.461670
	Iteration 14F: 3 clusters Score -32186.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32189.050781 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -32189.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32189.050781 Penalty: 3078.461670
	Iteration 16F: 3 clusters Score -32189.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -280275.718750 Penalty: 1964.810669
	Iteration 0F: 2 clusters Score -280275.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -277210.156250 Penalty: 3929.621338
	Iteration 0F: 3 clusters Score -277210.2 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -277922.968750 Penalty: 3929.621338
	Iteration 1F: 3 clusters Score -277923 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -278115.031250 Penalty: 3929.621338
	Iteration 2F: 3 clusters Score -278115 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -278238.343750 Penalty: 3929.621338
	Iteration 3Q: 3 clusters Score -278238.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -278352.968750 Penalty: 3929.621338
	Iteration 4Q: 3 clusters Score -278353 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -278445.500000 Penalty: 3929.621338
	Iteration 5Q: 3 clusters Score -278445.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -278552.625000 Penalty: 3929.621338
	Iteration 6Q: 3 clusters Score -278552.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -278660.500000 Penalty: 3929.621338
	Iteration 7Q: 3 clusters Score -278660.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -278741.031250 Penalty: 3929.621338
	Iteration 8Q: 3 clusters Score -278741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -278818.500000 Penalty: 3929.621338
	Iteration 9Q: 3 clusters Score -278818.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -278904.218750 Penalty: 3929.621338
	Iteration 10Q: 3 clusters Score -278904.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -278975.375000 Penalty: 3929.621338
	Iteration 11Q: 3 clusters Score -278975.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -279029.468750 Penalty: 3929.621338
	Iteration 12Q: 3 clusters Score -279029.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -279076.531250 Penalty: 3929.621338
	Iteration 13Q: 3 clusters Score -279076.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -279111.656250 Penalty: 3929.621338
	Iteration 14Q: 3 clusters Score -279111.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -279133.187500 Penalty: 3929.621338
	Iteration 15Q: 3 clusters Score -279133.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -279156.718750 Penalty: 3929.621338
	Iteration 16Q: 3 clusters Score -279156.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -279169.343750 Penalty: 3929.621338
	Iteration 17Q: 3 clusters Score -279169.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -279183.343750 Penalty: 3929.621338
	Iteration 18Q: 3 clusters Score -279183.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -279193.062500 Penalty: 3929.621338
	Iteration 19Q: 3 clusters Score -279193.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -279204.218750 Penalty: 3929.621338
	Iteration 20F: 3 clusters Score -279204.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -279225.781250 Penalty: 3929.621338
	Iteration 21Q: 3 clusters Score -279225.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -279240.968750 Penalty: 3929.621338
	Iteration 22Q: 3 clusters Score -279241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -279253.656250 Penalty: 3929.621338
	Iteration 23Q: 3 clusters Score -279253.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -279265.593750 Penalty: 3929.621338
	Iteration 24Q: 3 clusters Score -279265.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -279273.093750 Penalty: 3929.621338
	Iteration 25Q: 3 clusters Score -279273.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -279279.375000 Penalty: 3929.621338
	Iteration 26Q: 3 clusters Score -279279.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -279286.625000 Penalty: 3929.621338
	Iteration 27Q: 3 clusters Score -279286.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -279293.718750 Penalty: 3929.621338
	Iteration 28Q: 3 clusters Score -279293.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -279298.593750 Penalty: 3929.621338
	Iteration 29Q: 3 clusters Score -279298.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -279303.031250 Penalty: 3929.621338
	Iteration 30Q: 3 clusters Score -279303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -279305.656250 Penalty: 3929.621338
	Iteration 31Q: 3 clusters Score -279305.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -279308.718750 Penalty: 3929.621338
	Iteration 32Q: 3 clusters Score -279308.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -279312.781250 Penalty: 3929.621338
	Iteration 33Q: 3 clusters Score -279312.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -279315.218750 Penalty: 3929.621338
	Iteration 34Q: 3 clusters Score -279315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -279316.125000 Penalty: 3929.621338
	Iteration 35Q: 3 clusters Score -279316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -279318.406250 Penalty: 3929.621338
	Iteration 36Q: 3 clusters Score -279318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -279320.531250 Penalty: 3929.621338
	Iteration 37Q: 3 clusters Score -279320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -279321.312500 Penalty: 3929.621338
	Iteration 38Q: 3 clusters Score -279321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -279321.437500 Penalty: 3929.621338
	Iteration 39Q: 3 clusters Score -279321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -279321.437500 Penalty: 3929.621338
	Iteration 40F: 3 clusters Score -279321.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Entering Unmasked Estep 
Score: -197832.578125 Penalty: 1843.988647
	Iteration 0F: 2 clusters Score -197832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -195380.750000 Penalty: 3687.977295
	Iteration 0F: 3 clusters Score -195380.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -195809.703125 Penalty: 3687.977295
	Iteration 1F: 3 clusters Score -195809.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -195929.218750 Penalty: 3687.977295
	Iteration 2F: 3 clusters Score -195929.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -195999.468750 Penalty: 3687.977295
	Iteration 3Q: 3 clusters Score -195999.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -196053.640625 Penalty: 3687.977295
	Iteration 4Q: 3 clusters Score -196053.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -196097.187500 Penalty: 3687.977295
	Iteration 5Q: 3 clusters Score -196097.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -196143.234375 Penalty: 3687.977295
	Iteration 6Q: 3 clusters Score -196143.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -196176.578125 Penalty: 3687.977295
	Iteration 7Q: 3 clusters Score -196176.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -196211.609375 Penalty: 3687.977295
	Iteration 8Q: 3 clusters Score -196211.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -196243.718750 Penalty: 3687.977295
	Iteration 9Q: 3 clusters Score -196243.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -196265.968750 Penalty: 3687.977295
	Iteration 10Q: 3 clusters Score -196266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -196307.250000 Penalty: 3687.977295
	Iteration 11Q: 3 clusters Score -196307.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -196352.390625 Penalty: 3687.977295
	Iteration 12Q: 3 clusters Score -196352.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -196376.593750 Penalty: 3687.977295
	Iteration 13Q: 3 clusters Score -196376.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -196404.921875 Penalty: 3687.977295
	Iteration 14Q: 3 clusters Score -196404.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -196425.968750 Penalty: 3687.977295
	Iteration 15Q: 3 clusters Score -196426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -196445.296875 Penalty: 3687.977295
	Iteration 16Q: 3 clusters Score -196445.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -196471.203125 Penalty: 3687.977295
	Iteration 17Q: 3 clusters Score -196471.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -196489.593750 Penalty: 3687.977295
	Iteration 18Q: 3 clusters Score -196489.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -196501.359375 Penalty: 3687.977295
	Iteration 19Q: 3 clusters Score -196501.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -196510.828125 Penalty: 3687.977295
	Iteration 20F: 3 clusters Score -196510.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -196521.531250 Penalty: 3687.977295
	Iteration 21Q: 3 clusters Score -196521.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -196530.953125 Penalty: 3687.977295
	Iteration 22Q: 3 clusters Score -196531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -196539.015625 Penalty: 3687.977295
	Iteration 23Q: 3 clusters Score -196539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196549.781250 Penalty: 3687.977295
	Iteration 24Q: 3 clusters Score -196549.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -196558.281250 Penalty: 3687.977295
	Iteration 25Q: 3 clusters Score -196558.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196560.468750 Penalty: 3687.977295
	Iteration 26Q: 3 clusters Score -196560.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -196566.500000 Penalty: 3687.977295
	Iteration 27Q: 3 clusters Score -196566.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -196574.609375 Penalty: 3687.977295
	Iteration 28Q: 3 clusters Score -196574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -196580.078125 Penalty: 3687.977295
	Iteration 29Q: 3 clusters Score -196580.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -196586.078125 Penalty: 3687.977295
	Iteration 30Q: 3 clusters Score -196586.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -196593.234375 Penalty: 3687.977295
	Iteration 31Q: 3 clusters Score -196593.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -196599.046875 Penalty: 3687.977295
	Iteration 32Q: 3 clusters Score -196599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -196606.375000 Penalty: 3687.977295
	Iteration 33Q: 3 clusters Score -196606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -196610.296875 Penalty: 3687.977295
	Iteration 34Q: 3 clusters Score -196610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -196612.718750 Penalty: 3687.977295
	Iteration 35Q: 3 clusters Score -196612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -196614.890625 Penalty: 3687.977295
	Iteration 36Q: 3 clusters Score -196614.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -196619.171875 Penalty: 3687.977295
	Iteration 37Q: 3 clusters Score -196619.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -196628.171875 Penalty: 3687.977295
	Iteration 38Q: 3 clusters Score -196628.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -196636.750000 Penalty: 3687.977295
	Iteration 39Q: 3 clusters Score -196636.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -196647.296875 Penalty: 3687.977295
	Iteration 40F: 3 clusters Score -196647.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -196658.531250 Penalty: 3687.977295
	Iteration 41Q: 3 clusters Score -196658.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -196671.515625 Penalty: 3687.977295
	Iteration 42Q: 3 clusters Score -196671.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -196688.203125 Penalty: 3687.977295
	Iteration 43Q: 3 clusters Score -196688.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -196699.578125 Penalty: 3687.977295
	Iteration 44Q: 3 clusters Score -196699.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -196703.078125 Penalty: 3687.977295
	Iteration 45Q: 3 clusters Score -196703.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -196707.859375 Penalty: 3687.977295
	Iteration 46Q: 3 clusters Score -196707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -196712.250000 Penalty: 3687.977295
	Iteration 47Q: 3 clusters Score -196712.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -196726.125000 Penalty: 3687.977295
	Iteration 48Q: 3 clusters Score -196726.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -196742.437500 Penalty: 3687.977295
	Iteration 49Q: 3 clusters Score -196742.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -196758.156250 Penalty: 3687.977295
	Iteration 50Q: 3 clusters Score -196758.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -196772.937500 Penalty: 3687.977295
	Iteration 51Q: 3 clusters Score -196772.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -196791.562500 Penalty: 3687.977295
	Iteration 52Q: 3 clusters Score -196791.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -196803.593750 Penalty: 3687.977295
	Iteration 53Q: 3 clusters Score -196803.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -196816.828125 Penalty: 3687.977295
	Iteration 54Q: 3 clusters Score -196816.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -196828.625000 Penalty: 3687.977295
	Iteration 55Q: 3 clusters Score -196828.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -196838.843750 Penalty: 3687.977295
	Iteration 56Q: 3 clusters Score -196838.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -196847.937500 Penalty: 3687.977295
	Iteration 57Q: 3 clusters Score -196847.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -196854.875000 Penalty: 3687.977295
	Iteration 58Q: 3 clusters Score -196854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -196860.468750 Penalty: 3687.977295
	Iteration 59Q: 3 clusters Score -196860.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -196865.000000 Penalty: 3687.977295
	Iteration 60F: 3 clusters Score -196865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -196870.000000 Penalty: 3687.977295
	Iteration 61Q: 3 clusters Score -196870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -196877.421875 Penalty: 3687.977295
	Iteration 62Q: 3 clusters Score -196877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -196883.546875 Penalty: 3687.977295
	Iteration 63Q: 3 clusters Score -196883.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -196891.968750 Penalty: 3687.977295
	Iteration 64Q: 3 clusters Score -196892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -196896.921875 Penalty: 3687.977295
	Iteration 65Q: 3 clusters Score -196896.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -196900.296875 Penalty: 3687.977295
	Iteration 66Q: 3 clusters Score -196900.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -196905.765625 Penalty: 3687.977295
	Iteration 67Q: 3 clusters Score -196905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -196909.250000 Penalty: 3687.977295
	Iteration 68Q: 3 clusters Score -196909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -196911.687500 Penalty: 3687.977295
	Iteration 69Q: 3 clusters Score -196911.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -196914.828125 Penalty: 3687.977295
	Iteration 70Q: 3 clusters Score -196914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -196918.921875 Penalty: 3687.977295
	Iteration 71Q: 3 clusters Score -196918.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -196922.250000 Penalty: 3687.977295
	Iteration 72Q: 3 clusters Score -196922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -196927.562500 Penalty: 3687.977295
	Iteration 73Q: 3 clusters Score -196927.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -196928.703125 Penalty: 3687.977295
	Iteration 74Q: 3 clusters Score -196928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -196928.703125 Penalty: 3687.977295
	Iteration 75F: 3 clusters Score -196928.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -92814.679688 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -92814.68 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 303 members 
Entering Unmasked Estep 
Score: -91243.578125 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -91243.58 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -91523.242188 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -91523.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -91663.468750 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -91663.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91815.078125 Penalty: 3181.075684
	Iteration 3F: 3 clusters Score -91815.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91929.164062 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -91929.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -92043.718750 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -92043.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -92120.492188 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -92120.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -92173.765625 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -92173.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -92205.570312 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -92205.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -92229.695312 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -92229.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -92241.203125 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -92241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -92263.804688 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -92263.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -92277.429688 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -92277.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -92296.101562 Penalty: 3181.075684
	Iteration 13Q: 3 clusters Score -92296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -92305.296875 Penalty: 3181.075684
	Iteration 14Q: 3 clusters Score -92305.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -92311.109375 Penalty: 3181.075684
	Iteration 15Q: 3 clusters Score -92311.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -92319.226562 Penalty: 3181.075684
	Iteration 16Q: 3 clusters Score -92319.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -92321.820312 Penalty: 3181.075684
	Iteration 17Q: 3 clusters Score -92321.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -92323.937500 Penalty: 3181.075684
	Iteration 18Q: 3 clusters Score -92323.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -92337.093750 Penalty: 3181.075684
	Iteration 19Q: 3 clusters Score -92337.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -92339.882812 Penalty: 3181.075684
	Iteration 20F: 3 clusters Score -92339.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -262736.093750 Penalty: 1912.353027
	Iteration 0F: 2 clusters Score -262736.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -260018.296875 Penalty: 3824.706055
	Iteration 0F: 3 clusters Score -260018.3 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -260547.281250 Penalty: 3824.706055
	Iteration 1F: 3 clusters Score -260547.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -260676.390625 Penalty: 3824.706055
	Iteration 2F: 3 clusters Score -260676.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -260750.875000 Penalty: 3824.706055
	Iteration 3Q: 3 clusters Score -260750.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -260795.031250 Penalty: 3824.706055
	Iteration 4Q: 3 clusters Score -260795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -260822.718750 Penalty: 3824.706055
	Iteration 5Q: 3 clusters Score -260822.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -260844.718750 Penalty: 3824.706055
	Iteration 6Q: 3 clusters Score -260844.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -260861.906250 Penalty: 3824.706055
	Iteration 7Q: 3 clusters Score -260861.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -260874.218750 Penalty: 3824.706055
	Iteration 8Q: 3 clusters Score -260874.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -260882.109375 Penalty: 3824.706055
	Iteration 9Q: 3 clusters Score -260882.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -260887.718750 Penalty: 3824.706055
	Iteration 10Q: 3 clusters Score -260887.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -260895.812500 Penalty: 3824.706055
	Iteration 11Q: 3 clusters Score -260895.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -260902.093750 Penalty: 3824.706055
	Iteration 12Q: 3 clusters Score -260902.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -260906.718750 Penalty: 3824.706055
	Iteration 13Q: 3 clusters Score -260906.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -260910.125000 Penalty: 3824.706055
	Iteration 14Q: 3 clusters Score -260910.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -260912.125000 Penalty: 3824.706055
	Iteration 15Q: 3 clusters Score -260912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -260915.406250 Penalty: 3824.706055
	Iteration 16Q: 3 clusters Score -260915.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -260917.546875 Penalty: 3824.706055
	Iteration 17Q: 3 clusters Score -260917.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -260918.437500 Penalty: 3824.706055
	Iteration 18Q: 3 clusters Score -260918.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -260918.718750 Penalty: 3824.706055
	Iteration 19Q: 3 clusters Score -260918.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -260918.718750 Penalty: 3824.706055
	Iteration 20F: 3 clusters Score -260918.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Entering Unmasked Estep 
Score: -245700.015625 Penalty: 1899.591553
	Iteration 0F: 2 clusters Score -245700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -242978.859375 Penalty: 3799.183105
	Iteration 0F: 3 clusters Score -242978.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -243469.953125 Penalty: 3799.183105
	Iteration 1F: 3 clusters Score -243470 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -243588.156250 Penalty: 3799.183105
	Iteration 2F: 3 clusters Score -243588.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -243673.875000 Penalty: 3799.183105
	Iteration 3Q: 3 clusters Score -243673.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -243744.562500 Penalty: 3799.183105
	Iteration 4Q: 3 clusters Score -243744.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -243811.062500 Penalty: 3799.183105
	Iteration 5Q: 3 clusters Score -243811.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -243842.796875 Penalty: 3799.183105
	Iteration 6Q: 3 clusters Score -243842.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -243867.828125 Penalty: 3799.183105
	Iteration 7Q: 3 clusters Score -243867.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -243894.234375 Penalty: 3799.183105
	Iteration 8Q: 3 clusters Score -243894.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -243915.468750 Penalty: 3799.183105
	Iteration 9Q: 3 clusters Score -243915.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -243930.265625 Penalty: 3799.183105
	Iteration 10Q: 3 clusters Score -243930.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -243941.734375 Penalty: 3799.183105
	Iteration 11Q: 3 clusters Score -243941.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -243950.093750 Penalty: 3799.183105
	Iteration 12Q: 3 clusters Score -243950.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -243957.265625 Penalty: 3799.183105
	Iteration 13Q: 3 clusters Score -243957.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -243965.031250 Penalty: 3799.183105
	Iteration 14Q: 3 clusters Score -243965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -243970.625000 Penalty: 3799.183105
	Iteration 15Q: 3 clusters Score -243970.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -243975.484375 Penalty: 3799.183105
	Iteration 16Q: 3 clusters Score -243975.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -243981.390625 Penalty: 3799.183105
	Iteration 17Q: 3 clusters Score -243981.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -243988.640625 Penalty: 3799.183105
	Iteration 18Q: 3 clusters Score -243988.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -243995.875000 Penalty: 3799.183105
	Iteration 19Q: 3 clusters Score -243995.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -244002.406250 Penalty: 3799.183105
	Iteration 20F: 3 clusters Score -244002.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -244006.078125 Penalty: 3799.183105
	Iteration 21Q: 3 clusters Score -244006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -244008.718750 Penalty: 3799.183105
	Iteration 22Q: 3 clusters Score -244008.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -244010.703125 Penalty: 3799.183105
	Iteration 23Q: 3 clusters Score -244010.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -244017.000000 Penalty: 3799.183105
	Iteration 24Q: 3 clusters Score -244017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -244023.453125 Penalty: 3799.183105
	Iteration 25Q: 3 clusters Score -244023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -244027.390625 Penalty: 3799.183105
	Iteration 26Q: 3 clusters Score -244027.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -244032.046875 Penalty: 3799.183105
	Iteration 27Q: 3 clusters Score -244032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -244037.234375 Penalty: 3799.183105
	Iteration 28Q: 3 clusters Score -244037.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -244040.031250 Penalty: 3799.183105
	Iteration 29Q: 3 clusters Score -244040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -244041.859375 Penalty: 3799.183105
	Iteration 30Q: 3 clusters Score -244041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -244042.171875 Penalty: 3799.183105
	Iteration 31Q: 3 clusters Score -244042.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -244042.171875 Penalty: 3799.183105
	Iteration 32F: 3 clusters Score -244042.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (3253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Entering Unmasked Estep 
Score: -330339.062500 Penalty: 2005.658569
	Iteration 0F: 2 clusters Score -330339.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -326926.156250 Penalty: 4011.317139
	Iteration 0F: 3 clusters Score -326926.2 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -327649.625000 Penalty: 4011.317139
	Iteration 1F: 3 clusters Score -327649.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -327880.312500 Penalty: 4011.317139
	Iteration 2F: 3 clusters Score -327880.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -328102.281250 Penalty: 4011.317139
	Iteration 3F: 3 clusters Score -328102.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -328344.000000 Penalty: 4011.317139
	Iteration 4F: 3 clusters Score -328344 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -328573.375000 Penalty: 4011.317139
	Iteration 5F: 3 clusters Score -328573.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -328834.437500 Penalty: 4011.317139
	Iteration 6F: 3 clusters Score -328834.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -329032.593750 Penalty: 4011.317139
	Iteration 7F: 3 clusters Score -329032.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -329174.625000 Penalty: 4011.317139
	Iteration 8Q: 3 clusters Score -329174.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -329285.218750 Penalty: 4011.317139
	Iteration 9Q: 3 clusters Score -329285.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -329350.656250 Penalty: 4011.317139
	Iteration 10Q: 3 clusters Score -329350.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -329395.593750 Penalty: 4011.317139
	Iteration 11Q: 3 clusters Score -329395.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -329421.750000 Penalty: 4011.317139
	Iteration 12Q: 3 clusters Score -329421.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -329443.187500 Penalty: 4011.317139
	Iteration 13Q: 3 clusters Score -329443.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -329455.281250 Penalty: 4011.317139
	Iteration 14Q: 3 clusters Score -329455.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -329466.437500 Penalty: 4011.317139
	Iteration 15Q: 3 clusters Score -329466.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -329477.531250 Penalty: 4011.317139
	Iteration 16Q: 3 clusters Score -329477.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -329485.093750 Penalty: 4011.317139
	Iteration 17Q: 3 clusters Score -329485.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -329491.656250 Penalty: 4011.317139
	Iteration 18Q: 3 clusters Score -329491.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -329494.625000 Penalty: 4011.317139
	Iteration 19Q: 3 clusters Score -329494.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -329498.500000 Penalty: 4011.317139
	Iteration 20F: 3 clusters Score -329498.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -329505.562500 Penalty: 4011.317139
	Iteration 21Q: 3 clusters Score -329505.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -329513.812500 Penalty: 4011.317139
	Iteration 22Q: 3 clusters Score -329513.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -329524.718750 Penalty: 4011.317139
	Iteration 23Q: 3 clusters Score -329524.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -329537.250000 Penalty: 4011.317139
	Iteration 24Q: 3 clusters Score -329537.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -329546.656250 Penalty: 4011.317139
	Iteration 25Q: 3 clusters Score -329546.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -329554.156250 Penalty: 4011.317139
	Iteration 26Q: 3 clusters Score -329554.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -329565.468750 Penalty: 4011.317139
	Iteration 27Q: 3 clusters Score -329565.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -329571.250000 Penalty: 4011.317139
	Iteration 28Q: 3 clusters Score -329571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -329579.218750 Penalty: 4011.317139
	Iteration 29Q: 3 clusters Score -329579.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -329589.750000 Penalty: 4011.317139
	Iteration 30Q: 3 clusters Score -329589.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -329596.000000 Penalty: 4011.317139
	Iteration 31Q: 3 clusters Score -329596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -329599.968750 Penalty: 4011.317139
	Iteration 32Q: 3 clusters Score -329600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -329604.250000 Penalty: 4011.317139
	Iteration 33Q: 3 clusters Score -329604.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -329612.468750 Penalty: 4011.317139
	Iteration 34Q: 3 clusters Score -329612.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -329619.968750 Penalty: 4011.317139
	Iteration 35Q: 3 clusters Score -329620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -329622.218750 Penalty: 4011.317139
	Iteration 36Q: 3 clusters Score -329622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -329623.250000 Penalty: 4011.317139
	Iteration 37Q: 3 clusters Score -329623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -329624.375000 Penalty: 4011.317139
	Iteration 38Q: 3 clusters Score -329624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -329626.312500 Penalty: 4011.317139
	Iteration 39Q: 3 clusters Score -329626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -329627.781250 Penalty: 4011.317139
	Iteration 40F: 3 clusters Score -329627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -329629.125000 Penalty: 4011.317139
	Iteration 41Q: 3 clusters Score -329629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -329631.718750 Penalty: 4011.317139
	Iteration 42Q: 3 clusters Score -329631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -329633.156250 Penalty: 4011.317139
	Iteration 43Q: 3 clusters Score -329633.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -329633.625000 Penalty: 4011.317139
	Iteration 44Q: 3 clusters Score -329633.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -329635.562500 Penalty: 4011.317139
	Iteration 45Q: 3 clusters Score -329635.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -329636.937500 Penalty: 4011.317139
	Iteration 46Q: 3 clusters Score -329636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -329638.375000 Penalty: 4011.317139
	Iteration 47Q: 3 clusters Score -329638.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -329641.468750 Penalty: 4011.317139
	Iteration 48Q: 3 clusters Score -329641.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -329642.812500 Penalty: 4011.317139
	Iteration 49Q: 3 clusters Score -329642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -329644.093750 Penalty: 4011.317139
	Iteration 50Q: 3 clusters Score -329644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -329646.500000 Penalty: 4011.317139
	Iteration 51Q: 3 clusters Score -329646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -329648.562500 Penalty: 4011.317139
	Iteration 52Q: 3 clusters Score -329648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -329652.531250 Penalty: 4011.317139
	Iteration 53Q: 3 clusters Score -329652.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -329654.656250 Penalty: 4011.317139
	Iteration 54Q: 3 clusters Score -329654.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -329658.187500 Penalty: 4011.317139
	Iteration 55Q: 3 clusters Score -329658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -329660.375000 Penalty: 4011.317139
	Iteration 56Q: 3 clusters Score -329660.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -329661.562500 Penalty: 4011.317139
	Iteration 57Q: 3 clusters Score -329661.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -329663.218750 Penalty: 4011.317139
	Iteration 58Q: 3 clusters Score -329663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -329664.000000 Penalty: 4011.317139
	Iteration 59Q: 3 clusters Score -329664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -329665.312500 Penalty: 4011.317139
	Iteration 60F: 3 clusters Score -329665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -329664.375000 Penalty: 4011.317139
	Iteration 61Q: 3 clusters Score -329664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -329664.375000 Penalty: 4011.317139
	Iteration 62F: 3 clusters Score -329664.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -156796.578125 Penalty: 1786.629028
	Iteration 0F: 2 clusters Score -156796.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -154654.625000 Penalty: 3573.258057
	Iteration 0F: 3 clusters Score -154654.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -155052.781250 Penalty: 3573.258057
	Iteration 1F: 3 clusters Score -155052.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -155216.437500 Penalty: 3573.258057
	Iteration 2F: 3 clusters Score -155216.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -155318.703125 Penalty: 3573.258057
	Iteration 3F: 3 clusters Score -155318.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -155395.562500 Penalty: 3573.258057
	Iteration 4Q: 3 clusters Score -155395.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -155452.031250 Penalty: 3573.258057
	Iteration 5Q: 3 clusters Score -155452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -155503.843750 Penalty: 3573.258057
	Iteration 6Q: 3 clusters Score -155503.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -155543.750000 Penalty: 3573.258057
	Iteration 7Q: 3 clusters Score -155543.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -155559.953125 Penalty: 3573.258057
	Iteration 8Q: 3 clusters Score -155560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -155576.078125 Penalty: 3573.258057
	Iteration 9Q: 3 clusters Score -155576.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -155589.687500 Penalty: 3573.258057
	Iteration 10Q: 3 clusters Score -155589.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -155603.687500 Penalty: 3573.258057
	Iteration 11Q: 3 clusters Score -155603.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -155606.000000 Penalty: 3573.258057
	Iteration 12Q: 3 clusters Score -155606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -155608.656250 Penalty: 3573.258057
	Iteration 13Q: 3 clusters Score -155608.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -155612.687500 Penalty: 3573.258057
	Iteration 14Q: 3 clusters Score -155612.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -155616.703125 Penalty: 3573.258057
	Iteration 15Q: 3 clusters Score -155616.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -155621.953125 Penalty: 3573.258057
	Iteration 16Q: 3 clusters Score -155622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -155627.187500 Penalty: 3573.258057
	Iteration 17Q: 3 clusters Score -155627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -155628.656250 Penalty: 3573.258057
	Iteration 18Q: 3 clusters Score -155628.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -155633.234375 Penalty: 3573.258057
	Iteration 19Q: 3 clusters Score -155633.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -155635.375000 Penalty: 3573.258057
	Iteration 20F: 3 clusters Score -155635.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (7724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Entering Unmasked Estep 
Score: -951674.062500 Penalty: 2220.117676
	Iteration 0F: 2 clusters Score -951674.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -945418.687500 Penalty: 4440.235352
	Iteration 0F: 3 clusters Score -945418.7 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -947037.187500 Penalty: 4440.235352
	Iteration 1F: 3 clusters Score -947037.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -947298.875000 Penalty: 4440.235352
	Iteration 2F: 3 clusters Score -947298.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -947484.062500 Penalty: 4440.235352
	Iteration 3F: 3 clusters Score -947484.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -947621.437500 Penalty: 4440.235352
	Iteration 4Q: 3 clusters Score -947621.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -947747.875000 Penalty: 4440.235352
	Iteration 5Q: 3 clusters Score -947747.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -947872.562500 Penalty: 4440.235352
	Iteration 6Q: 3 clusters Score -947872.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -947975.687500 Penalty: 4440.235352
	Iteration 7Q: 3 clusters Score -947975.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -948042.562500 Penalty: 4440.235352
	Iteration 8Q: 3 clusters Score -948042.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -948109.375000 Penalty: 4440.235352
	Iteration 9Q: 3 clusters Score -948109.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -948167.875000 Penalty: 4440.235352
	Iteration 10Q: 3 clusters Score -948167.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -948228.437500 Penalty: 4440.235352
	Iteration 11Q: 3 clusters Score -948228.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -948290.625000 Penalty: 4440.235352
	Iteration 12Q: 3 clusters Score -948290.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -948362.750000 Penalty: 4440.235352
	Iteration 13Q: 3 clusters Score -948362.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -948436.062500 Penalty: 4440.235352
	Iteration 14Q: 3 clusters Score -948436.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -948506.562500 Penalty: 4440.235352
	Iteration 15Q: 3 clusters Score -948506.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -948579.812500 Penalty: 4440.235352
	Iteration 16Q: 3 clusters Score -948579.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -948646.500000 Penalty: 4440.235352
	Iteration 17Q: 3 clusters Score -948646.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -948722.312500 Penalty: 4440.235352
	Iteration 18Q: 3 clusters Score -948722.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -948805.000000 Penalty: 4440.235352
	Iteration 19Q: 3 clusters Score -948805 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -948873.437500 Penalty: 4440.235352
	Iteration 20F: 3 clusters Score -948873.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -948933.000000 Penalty: 4440.235352
	Iteration 21Q: 3 clusters Score -948933 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -948982.500000 Penalty: 4440.235352
	Iteration 22Q: 3 clusters Score -948982.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -949018.687500 Penalty: 4440.235352
	Iteration 23Q: 3 clusters Score -949018.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -949051.625000 Penalty: 4440.235352
	Iteration 24Q: 3 clusters Score -949051.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -949082.250000 Penalty: 4440.235352
	Iteration 25Q: 3 clusters Score -949082.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -949107.937500 Penalty: 4440.235352
	Iteration 26Q: 3 clusters Score -949107.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -949135.437500 Penalty: 4440.235352
	Iteration 27Q: 3 clusters Score -949135.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -949161.875000 Penalty: 4440.235352
	Iteration 28Q: 3 clusters Score -949161.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -949190.812500 Penalty: 4440.235352
	Iteration 29Q: 3 clusters Score -949190.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -949211.250000 Penalty: 4440.235352
	Iteration 30Q: 3 clusters Score -949211.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -949232.250000 Penalty: 4440.235352
	Iteration 31Q: 3 clusters Score -949232.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -949249.437500 Penalty: 4440.235352
	Iteration 32Q: 3 clusters Score -949249.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -949266.625000 Penalty: 4440.235352
	Iteration 33Q: 3 clusters Score -949266.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -949286.437500 Penalty: 4440.235352
	Iteration 34Q: 3 clusters Score -949286.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -949296.625000 Penalty: 4440.235352
	Iteration 35Q: 3 clusters Score -949296.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -949304.375000 Penalty: 4440.235352
	Iteration 36Q: 3 clusters Score -949304.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -949313.000000 Penalty: 4440.235352
	Iteration 37Q: 3 clusters Score -949313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -949319.625000 Penalty: 4440.235352
	Iteration 38Q: 3 clusters Score -949319.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -949327.750000 Penalty: 4440.235352
	Iteration 39Q: 3 clusters Score -949327.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -949334.125000 Penalty: 4440.235352
	Iteration 40F: 3 clusters Score -949334.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -949340.437500 Penalty: 4440.235352
	Iteration 41Q: 3 clusters Score -949340.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -949345.875000 Penalty: 4440.235352
	Iteration 42Q: 3 clusters Score -949345.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -949350.562500 Penalty: 4440.235352
	Iteration 43Q: 3 clusters Score -949350.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -949353.500000 Penalty: 4440.235352
	Iteration 44Q: 3 clusters Score -949353.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -949360.250000 Penalty: 4440.235352
	Iteration 45Q: 3 clusters Score -949360.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -949363.875000 Penalty: 4440.235352
	Iteration 46Q: 3 clusters Score -949363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -949365.750000 Penalty: 4440.235352
	Iteration 47Q: 3 clusters Score -949365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -949367.625000 Penalty: 4440.235352
	Iteration 48Q: 3 clusters Score -949367.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -949371.250000 Penalty: 4440.235352
	Iteration 49Q: 3 clusters Score -949371.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -949373.687500 Penalty: 4440.235352
	Iteration 50Q: 3 clusters Score -949373.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -949377.625000 Penalty: 4440.235352
	Iteration 51Q: 3 clusters Score -949377.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -949382.250000 Penalty: 4440.235352
	Iteration 52Q: 3 clusters Score -949382.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -949385.812500 Penalty: 4440.235352
	Iteration 53Q: 3 clusters Score -949385.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -949391.687500 Penalty: 4440.235352
	Iteration 54Q: 3 clusters Score -949391.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -949392.312500 Penalty: 4440.235352
	Iteration 55Q: 3 clusters Score -949392.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -949398.437500 Penalty: 4440.235352
	Iteration 56Q: 3 clusters Score -949398.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -949404.125000 Penalty: 4440.235352
	Iteration 57Q: 3 clusters Score -949404.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -949412.187500 Penalty: 4440.235352
	Iteration 58Q: 3 clusters Score -949412.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -949418.562500 Penalty: 4440.235352
	Iteration 59Q: 3 clusters Score -949418.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -949422.000000 Penalty: 4440.235352
	Iteration 60F: 3 clusters Score -949422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -949423.812500 Penalty: 4440.235352
	Iteration 61Q: 3 clusters Score -949423.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -949426.875000 Penalty: 4440.235352
	Iteration 62Q: 3 clusters Score -949426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -949432.312500 Penalty: 4440.235352
	Iteration 63Q: 3 clusters Score -949432.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -949435.937500 Penalty: 4440.235352
	Iteration 64Q: 3 clusters Score -949435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -949440.562500 Penalty: 4440.235352
	Iteration 65Q: 3 clusters Score -949440.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -949444.625000 Penalty: 4440.235352
	Iteration 66Q: 3 clusters Score -949444.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -949445.812500 Penalty: 4440.235352
	Iteration 67Q: 3 clusters Score -949445.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -949450.125000 Penalty: 4440.235352
	Iteration 68Q: 3 clusters Score -949450.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -949452.937500 Penalty: 4440.235352
	Iteration 69Q: 3 clusters Score -949452.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -949454.812500 Penalty: 4440.235352
	Iteration 70Q: 3 clusters Score -949454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -949453.812500 Penalty: 4440.235352
	Iteration 71Q: 3 clusters Score -949453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -949455.812500 Penalty: 4440.235352
	Iteration 72Q: 3 clusters Score -949455.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -949457.812500 Penalty: 4440.235352
	Iteration 73Q: 3 clusters Score -949457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -949463.062500 Penalty: 4440.235352
	Iteration 74Q: 3 clusters Score -949463.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -949466.375000 Penalty: 4440.235352
	Iteration 75Q: 3 clusters Score -949466.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -949470.187500 Penalty: 4440.235352
	Iteration 76Q: 3 clusters Score -949470.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -949474.187500 Penalty: 4440.235352
	Iteration 77Q: 3 clusters Score -949474.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -949474.875000 Penalty: 4440.235352
	Iteration 78Q: 3 clusters Score -949474.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -949478.187500 Penalty: 4440.235352
	Iteration 79Q: 3 clusters Score -949478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -949479.687500 Penalty: 4440.235352
	Iteration 80F: 3 clusters Score -949479.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -949479.750000 Penalty: 4440.235352
	Iteration 81Q: 3 clusters Score -949479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -949482.000000 Penalty: 4440.235352
	Iteration 82Q: 3 clusters Score -949482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -949484.812500 Penalty: 4440.235352
	Iteration 83Q: 3 clusters Score -949484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -949485.937500 Penalty: 4440.235352
	Iteration 84Q: 3 clusters Score -949485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -949485.375000 Penalty: 4440.235352
	Iteration 85Q: 3 clusters Score -949485.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -949485.375000 Penalty: 4440.235352
	Iteration 86F: 3 clusters Score -949485.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -60394.070312 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -60394.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59007.414062 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -59007.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59155.472656 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -59155.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59190.242188 Penalty: 2963.009521
	Iteration 2Q: 3 clusters Score -59190.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59199.156250 Penalty: 2963.009521
	Iteration 3Q: 3 clusters Score -59199.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59192.699219 Penalty: 2963.009521
	Iteration 4Q: 3 clusters Score -59192.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -59207.050781 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -59207.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -59207.050781 Penalty: 2963.009521
	Iteration 6F: 3 clusters Score -59207.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Entering Unmasked Estep 
Score: -873096.125000 Penalty: 2138.323730
	Iteration 0F: 2 clusters Score -873096.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -868273.625000 Penalty: 4276.647461
	Iteration 0F: 3 clusters Score -868273.6 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -869801.312500 Penalty: 4276.647461
	Iteration 1F: 3 clusters Score -869801.3 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -870492.562500 Penalty: 4276.647461
	Iteration 2F: 3 clusters Score -870492.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -871142.187500 Penalty: 4276.647461
	Iteration 3F: 3 clusters Score -871142.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -871567.062500 Penalty: 4276.647461
	Iteration 4F: 3 clusters Score -871567.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -871812.687500 Penalty: 4276.647461
	Iteration 5F: 3 clusters Score -871812.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -871962.562500 Penalty: 4276.647461
	Iteration 6Q: 3 clusters Score -871962.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -872098.687500 Penalty: 4276.647461
	Iteration 7Q: 3 clusters Score -872098.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -872182.187500 Penalty: 4276.647461
	Iteration 8Q: 3 clusters Score -872182.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -872240.750000 Penalty: 4276.647461
	Iteration 9Q: 3 clusters Score -872240.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -872271.750000 Penalty: 4276.647461
	Iteration 10Q: 3 clusters Score -872271.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -872287.062500 Penalty: 4276.647461
	Iteration 11Q: 3 clusters Score -872287.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -872301.562500 Penalty: 4276.647461
	Iteration 12Q: 3 clusters Score -872301.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -872305.625000 Penalty: 4276.647461
	Iteration 13Q: 3 clusters Score -872305.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -872310.187500 Penalty: 4276.647461
	Iteration 14Q: 3 clusters Score -872310.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -872312.500000 Penalty: 4276.647461
	Iteration 15Q: 3 clusters Score -872312.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -872314.062500 Penalty: 4276.647461
	Iteration 16Q: 3 clusters Score -872314.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -872317.000000 Penalty: 4276.647461
	Iteration 17Q: 3 clusters Score -872317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -872320.375000 Penalty: 4276.647461
	Iteration 18Q: 3 clusters Score -872320.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -872321.500000 Penalty: 4276.647461
	Iteration 19Q: 3 clusters Score -872321.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -872322.187500 Penalty: 4276.647461
	Iteration 20F: 3 clusters Score -872322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -872321.562500 Penalty: 4276.647461
	Iteration 21Q: 3 clusters Score -872321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -872321.812500 Penalty: 4276.647461
	Iteration 22Q: 3 clusters Score -872321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -872323.812500 Penalty: 4276.647461
	Iteration 23Q: 3 clusters Score -872323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -872325.250000 Penalty: 4276.647461
	Iteration 24Q: 3 clusters Score -872325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -872323.437500 Penalty: 4276.647461
	Iteration 25Q: 3 clusters Score -872323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -872325.562500 Penalty: 4276.647461
	Iteration 26Q: 3 clusters Score -872325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -872325.625000 Penalty: 4276.647461
	Iteration 27Q: 3 clusters Score -872325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -872325.625000 Penalty: 4276.647461
	Iteration 28F: 3 clusters Score -872325.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -999612.000000 Penalty: 2242.044189
	Iteration 0F: 2 clusters Score -999612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -992919.812500 Penalty: 4484.088379
	Iteration 0F: 3 clusters Score -992919.8 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -994749.687500 Penalty: 4484.088379
	Iteration 1F: 3 clusters Score -994749.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -995021.125000 Penalty: 4484.088379
	Iteration 2F: 3 clusters Score -995021.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -995199.250000 Penalty: 4484.088379
	Iteration 3Q: 3 clusters Score -995199.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -995369.312500 Penalty: 4484.088379
	Iteration 4Q: 3 clusters Score -995369.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -995542.750000 Penalty: 4484.088379
	Iteration 5Q: 3 clusters Score -995542.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -995757.500000 Penalty: 4484.088379
	Iteration 6Q: 3 clusters Score -995757.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -996025.687500 Penalty: 4484.088379
	Iteration 7Q: 3 clusters Score -996025.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -996455.062500 Penalty: 4484.088379
	Iteration 8F: 3 clusters Score -996455.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -996947.187500 Penalty: 4484.088379
	Iteration 9F: 3 clusters Score -996947.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -997434.500000 Penalty: 4484.088379
	Iteration 10F: 3 clusters Score -997434.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -997811.437500 Penalty: 4484.088379
	Iteration 11F: 3 clusters Score -997811.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -998053.562500 Penalty: 4484.088379
	Iteration 12Q: 3 clusters Score -998053.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -998179.812500 Penalty: 4484.088379
	Iteration 13Q: 3 clusters Score -998179.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -998255.875000 Penalty: 4484.088379
	Iteration 14Q: 3 clusters Score -998255.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -998297.687500 Penalty: 4484.088379
	Iteration 15Q: 3 clusters Score -998297.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -998334.125000 Penalty: 4484.088379
	Iteration 16Q: 3 clusters Score -998334.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -998353.687500 Penalty: 4484.088379
	Iteration 17Q: 3 clusters Score -998353.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -998367.437500 Penalty: 4484.088379
	Iteration 18Q: 3 clusters Score -998367.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -998380.000000 Penalty: 4484.088379
	Iteration 19Q: 3 clusters Score -998380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -998391.125000 Penalty: 4484.088379
	Iteration 20F: 3 clusters Score -998391.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -998402.312500 Penalty: 4484.088379
	Iteration 21Q: 3 clusters Score -998402.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -998414.125000 Penalty: 4484.088379
	Iteration 22Q: 3 clusters Score -998414.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -998423.125000 Penalty: 4484.088379
	Iteration 23Q: 3 clusters Score -998423.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -998435.125000 Penalty: 4484.088379
	Iteration 24Q: 3 clusters Score -998435.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -998445.125000 Penalty: 4484.088379
	Iteration 25Q: 3 clusters Score -998445.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -998457.562500 Penalty: 4484.088379
	Iteration 26Q: 3 clusters Score -998457.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -998472.687500 Penalty: 4484.088379
	Iteration 27Q: 3 clusters Score -998472.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -998483.437500 Penalty: 4484.088379
	Iteration 28Q: 3 clusters Score -998483.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -998497.812500 Penalty: 4484.088379
	Iteration 29Q: 3 clusters Score -998497.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -998503.250000 Penalty: 4484.088379
	Iteration 30Q: 3 clusters Score -998503.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -998506.875000 Penalty: 4484.088379
	Iteration 31Q: 3 clusters Score -998506.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -998507.500000 Penalty: 4484.088379
	Iteration 32Q: 3 clusters Score -998507.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -998515.687500 Penalty: 4484.088379
	Iteration 33Q: 3 clusters Score -998515.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -998518.500000 Penalty: 4484.088379
	Iteration 34Q: 3 clusters Score -998518.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -998519.500000 Penalty: 4484.088379
	Iteration 35Q: 3 clusters Score -998519.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -998519.062500 Penalty: 4484.088379
	Iteration 36Q: 3 clusters Score -998519.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -998519.625000 Penalty: 4484.088379
	Iteration 37Q: 3 clusters Score -998519.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -998520.562500 Penalty: 4484.088379
	Iteration 38Q: 3 clusters Score -998520.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -998522.500000 Penalty: 4484.088379
	Iteration 39Q: 3 clusters Score -998522.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -998523.750000 Penalty: 4484.088379
	Iteration 40F: 3 clusters Score -998523.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -998523.812500 Penalty: 4484.088379
	Iteration 41Q: 3 clusters Score -998523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -998525.312500 Penalty: 4484.088379
	Iteration 42Q: 3 clusters Score -998525.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -998525.062500 Penalty: 4484.088379
	Iteration 43Q: 3 clusters Score -998525.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -998526.187500 Penalty: 4484.088379
	Iteration 44Q: 3 clusters Score -998526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -998525.625000 Penalty: 4484.088379
	Iteration 45Q: 3 clusters Score -998525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -998526.187500 Penalty: 4484.088379
	Iteration 46Q: 3 clusters Score -998526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -998526.187500 Penalty: 4484.088379
	Iteration 47F: 3 clusters Score -998526.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (7795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Entering Unmasked Estep 
Score: -934975.250000 Penalty: 2222.386963
	Iteration 0F: 2 clusters Score -934975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -928767.500000 Penalty: 4444.773926
	Iteration 0F: 3 clusters Score -928767.5 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -930434.312500 Penalty: 4444.773926
	Iteration 1F: 3 clusters Score -930434.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -930729.875000 Penalty: 4444.773926
	Iteration 2F: 3 clusters Score -930729.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -930929.062500 Penalty: 4444.773926
	Iteration 3F: 3 clusters Score -930929.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -931074.562500 Penalty: 4444.773926
	Iteration 4Q: 3 clusters Score -931074.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -931205.437500 Penalty: 4444.773926
	Iteration 5Q: 3 clusters Score -931205.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -931304.750000 Penalty: 4444.773926
	Iteration 6Q: 3 clusters Score -931304.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -931387.312500 Penalty: 4444.773926
	Iteration 7Q: 3 clusters Score -931387.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -931461.437500 Penalty: 4444.773926
	Iteration 8Q: 3 clusters Score -931461.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -931538.312500 Penalty: 4444.773926
	Iteration 9Q: 3 clusters Score -931538.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -931614.000000 Penalty: 4444.773926
	Iteration 10Q: 3 clusters Score -931614 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -931673.687500 Penalty: 4444.773926
	Iteration 11Q: 3 clusters Score -931673.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -931726.000000 Penalty: 4444.773926
	Iteration 12Q: 3 clusters Score -931726 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -931790.062500 Penalty: 4444.773926
	Iteration 13Q: 3 clusters Score -931790.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -931855.437500 Penalty: 4444.773926
	Iteration 14Q: 3 clusters Score -931855.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -931912.125000 Penalty: 4444.773926
	Iteration 15Q: 3 clusters Score -931912.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -931966.187500 Penalty: 4444.773926
	Iteration 16Q: 3 clusters Score -931966.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -932023.562500 Penalty: 4444.773926
	Iteration 17Q: 3 clusters Score -932023.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -932079.187500 Penalty: 4444.773926
	Iteration 18Q: 3 clusters Score -932079.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -932134.937500 Penalty: 4444.773926
	Iteration 19Q: 3 clusters Score -932134.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -932188.937500 Penalty: 4444.773926
	Iteration 20F: 3 clusters Score -932188.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -932236.312500 Penalty: 4444.773926
	Iteration 21Q: 3 clusters Score -932236.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -932298.062500 Penalty: 4444.773926
	Iteration 22Q: 3 clusters Score -932298.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -932380.000000 Penalty: 4444.773926
	Iteration 23Q: 3 clusters Score -932380 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -932457.750000 Penalty: 4444.773926
	Iteration 24Q: 3 clusters Score -932457.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -932553.750000 Penalty: 4444.773926
	Iteration 25Q: 3 clusters Score -932553.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -932669.125000 Penalty: 4444.773926
	Iteration 26Q: 3 clusters Score -932669.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -932780.062500 Penalty: 4444.773926
	Iteration 27Q: 3 clusters Score -932780.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -932882.250000 Penalty: 4444.773926
	Iteration 28Q: 3 clusters Score -932882.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -932965.062500 Penalty: 4444.773926
	Iteration 29Q: 3 clusters Score -932965.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -933024.125000 Penalty: 4444.773926
	Iteration 30Q: 3 clusters Score -933024.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -933080.437500 Penalty: 4444.773926
	Iteration 31Q: 3 clusters Score -933080.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -933127.125000 Penalty: 4444.773926
	Iteration 32Q: 3 clusters Score -933127.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -933162.750000 Penalty: 4444.773926
	Iteration 33Q: 3 clusters Score -933162.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -933202.000000 Penalty: 4444.773926
	Iteration 34Q: 3 clusters Score -933202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -933228.312500 Penalty: 4444.773926
	Iteration 35Q: 3 clusters Score -933228.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -933248.750000 Penalty: 4444.773926
	Iteration 36Q: 3 clusters Score -933248.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -933259.750000 Penalty: 4444.773926
	Iteration 37Q: 3 clusters Score -933259.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -933266.625000 Penalty: 4444.773926
	Iteration 38Q: 3 clusters Score -933266.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -933268.875000 Penalty: 4444.773926
	Iteration 39Q: 3 clusters Score -933268.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -933271.625000 Penalty: 4444.773926
	Iteration 40F: 3 clusters Score -933271.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -933280.250000 Penalty: 4444.773926
	Iteration 41Q: 3 clusters Score -933280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -933282.250000 Penalty: 4444.773926
	Iteration 42Q: 3 clusters Score -933282.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -933284.187500 Penalty: 4444.773926
	Iteration 43Q: 3 clusters Score -933284.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -933287.187500 Penalty: 4444.773926
	Iteration 44Q: 3 clusters Score -933287.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -933290.062500 Penalty: 4444.773926
	Iteration 45Q: 3 clusters Score -933290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -933290.500000 Penalty: 4444.773926
	Iteration 46Q: 3 clusters Score -933290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -933290.312500 Penalty: 4444.773926
	Iteration 47Q: 3 clusters Score -933290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -933290.875000 Penalty: 4444.773926
	Iteration 48Q: 3 clusters Score -933290.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -933292.937500 Penalty: 4444.773926
	Iteration 49Q: 3 clusters Score -933292.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -933296.187500 Penalty: 4444.773926
	Iteration 50Q: 3 clusters Score -933296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -933300.125000 Penalty: 4444.773926
	Iteration 51Q: 3 clusters Score -933300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -933302.437500 Penalty: 4444.773926
	Iteration 52Q: 3 clusters Score -933302.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -933306.125000 Penalty: 4444.773926
	Iteration 53Q: 3 clusters Score -933306.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -933313.500000 Penalty: 4444.773926
	Iteration 54Q: 3 clusters Score -933313.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -933314.750000 Penalty: 4444.773926
	Iteration 55Q: 3 clusters Score -933314.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -933315.062500 Penalty: 4444.773926
	Iteration 56Q: 3 clusters Score -933315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -933317.125000 Penalty: 4444.773926
	Iteration 57Q: 3 clusters Score -933317.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -933316.875000 Penalty: 4444.773926
	Iteration 58Q: 3 clusters Score -933316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -933317.875000 Penalty: 4444.773926
	Iteration 59Q: 3 clusters Score -933317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -933319.187500 Penalty: 4444.773926
	Iteration 60F: 3 clusters Score -933319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -933318.937500 Penalty: 4444.773926
	Iteration 61Q: 3 clusters Score -933318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -933320.500000 Penalty: 4444.773926
	Iteration 62Q: 3 clusters Score -933320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -933320.500000 Penalty: 4444.773926
	Iteration 63F: 3 clusters Score -933320.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -54273.238281 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -54273.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52927.214844 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -52927.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -53068.593750 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -53068.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -53118.218750 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -53118.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -53135.589844 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -53135.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -53156.429688 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -53156.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -53224.625000 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -53224.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53250.968750 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -53250.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53250.968750 Penalty: 2920.883301
	Iteration 7F: 3 clusters Score -53250.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 234144 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18442 members 
Mstep: Class 6 contains 78008 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10749 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 95514 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15534 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21393 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3786 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2510 members 
Mstep: Class 46 contains 2206 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4443 members 
Mstep: Class 49 contains 4407 members 
Mstep: Class 50 contains 6701 members 
Mstep: Class 51 contains 2220 members 
Mstep: Class 52 contains 17766 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5798 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5434 members 
Mstep: Class 67 contains 10664 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2759 members 
Mstep: Class 70 contains 1695 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2233 members 
Mstep: Class 73 contains 2121 members 
Mstep: Class 74 contains 3253 members 
Mstep: Class 75 contains 1345 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5554 members 
Mstep: Class 79 contains 8438 members 
Mstep: Class 80 contains 7795 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536720.000000 Penalty: 282998.750000
Iteration 239Q: 82 clusters Score -1.545367e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 234145 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18440 members 
Mstep: Class 6 contains 78004 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10750 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7140 members 
Mstep: Class 12 contains 95515 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135221 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7589 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96228 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21394 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2599 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39072 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5984 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3800 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2511 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4408 members 
Mstep: Class 50 contains 6700 members 
Mstep: Class 51 contains 2217 members 
Mstep: Class 52 contains 17772 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5799 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5431 members 
Mstep: Class 67 contains 10660 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2760 members 
Mstep: Class 70 contains 1697 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2219 members 
Mstep: Class 73 contains 2120 members 
Mstep: Class 74 contains 3253 members 
Mstep: Class 75 contains 1346 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5555 members 
Mstep: Class 79 contains 8439 members 
Mstep: Class 80 contains 7795 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536752.000000 Penalty: 282998.750000
Iteration 240F: 82 clusters Score -1.545368e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 234149 members 
Mstep: Class 3 contains 90705 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18441 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10749 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7140 members 
Mstep: Class 12 contains 95515 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7587 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96228 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21389 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39072 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5987 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3810 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31575 members 
Mstep: Class 45 contains 2510 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4410 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2217 members 
Mstep: Class 52 contains 17775 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5799 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5427 members 
Mstep: Class 67 contains 10658 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2761 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 610 members 
Mstep: Class 72 contains 2207 members 
Mstep: Class 73 contains 2118 members 
Mstep: Class 74 contains 3255 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5560 members 
Mstep: Class 79 contains 8440 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536624.000000 Penalty: 282998.750000
Iteration 241Q: 82 clusters Score -1.545366e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 234149 members 
Mstep: Class 3 contains 90705 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18438 members 
Mstep: Class 6 contains 78001 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10748 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7140 members 
Mstep: Class 12 contains 95517 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135223 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7586 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21387 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2599 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 39070 members 
Mstep: Class 32 contains 17220 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5988 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9673 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3815 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31576 members 
Mstep: Class 45 contains 2508 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4410 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17778 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5423 members 
Mstep: Class 67 contains 10660 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2761 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2201 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3258 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5562 members 
Mstep: Class 79 contains 8441 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536784.000000 Penalty: 282998.750000
Iteration 242Q: 82 clusters Score -1.545368e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 234151 members 
Mstep: Class 3 contains 90705 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18436 members 
Mstep: Class 6 contains 78002 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10747 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7139 members 
Mstep: Class 12 contains 95517 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135223 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7583 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96226 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2599 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10449 members 
Mstep: Class 31 contains 39070 members 
Mstep: Class 32 contains 17219 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5988 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3820 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31576 members 
Mstep: Class 45 contains 2507 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4414 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17782 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5801 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3851 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5419 members 
Mstep: Class 67 contains 10660 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2762 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2195 members 
Mstep: Class 73 contains 2115 members 
Mstep: Class 74 contains 3259 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5566 members 
Mstep: Class 79 contains 8443 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536688.000000 Penalty: 282998.750000
Iteration 243Q: 82 clusters Score -1.545367e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 234150 members 
Mstep: Class 3 contains 90705 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18436 members 
Mstep: Class 6 contains 78001 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10744 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7138 members 
Mstep: Class 12 contains 95517 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135223 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96228 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21385 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2599 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10449 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3823 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2506 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4418 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17784 members 
Mstep: Class 53 contains 2411 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1188 members 
Mstep: Class 60 contains 5801 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5416 members 
Mstep: Class 67 contains 10658 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2762 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2192 members 
Mstep: Class 73 contains 2112 members 
Mstep: Class 74 contains 3261 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5569 members 
Mstep: Class 79 contains 8446 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536736.000000 Penalty: 282998.750000
Iteration 244Q: 82 clusters Score -1.545367e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 234152 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18436 members 
Mstep: Class 6 contains 78001 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10743 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95518 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135223 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7580 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96229 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21385 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10450 members 
Mstep: Class 31 contains 39072 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3824 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4419 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17784 members 
Mstep: Class 53 contains 2412 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10881 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5411 members 
Mstep: Class 67 contains 10654 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2762 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2190 members 
Mstep: Class 73 contains 2115 members 
Mstep: Class 74 contains 3261 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5572 members 
Mstep: Class 79 contains 8449 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536784.000000 Penalty: 282998.750000
Iteration 245Q: 82 clusters Score -1.545368e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 234149 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18436 members 
Mstep: Class 6 contains 78002 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10743 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95521 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135223 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7577 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96229 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21385 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2599 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10449 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9672 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4422 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17786 members 
Mstep: Class 53 contains 2412 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10879 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5411 members 
Mstep: Class 67 contains 10653 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2115 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5573 members 
Mstep: Class 79 contains 8451 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536752.000000 Penalty: 282998.750000
Iteration 246Q: 82 clusters Score -1.545368e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 234150 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18434 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10743 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95524 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135223 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7576 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96229 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21387 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2599 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10450 members 
Mstep: Class 31 contains 39070 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4422 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17788 members 
Mstep: Class 53 contains 2412 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5409 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2115 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5575 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536752.000000 Penalty: 282998.750000
Iteration 247Q: 82 clusters Score -1.545368e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 234149 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18433 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10743 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95525 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96228 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21387 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10450 members 
Mstep: Class 31 contains 39069 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17793 members 
Mstep: Class 53 contains 2412 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5406 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2115 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5577 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536800.000000 Penalty: 282998.750000
Iteration 248Q: 82 clusters Score -1.545368e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 234148 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18431 members 
Mstep: Class 6 contains 78002 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 10743 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95526 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96229 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21387 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10450 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17797 members 
Mstep: Class 53 contains 2413 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5405 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2115 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5577 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 249Q: 82 clusters Score -1.545368e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 234148 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18428 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 10743 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95526 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96229 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21387 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10450 members 
Mstep: Class 31 contains 39072 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17802 members 
Mstep: Class 53 contains 2414 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5404 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2115 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5576 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536688.000000 Penalty: 282998.750000
Iteration 250Q: 82 clusters Score -1.545367e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 234145 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18425 members 
Mstep: Class 6 contains 78004 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 10742 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95527 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135223 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96228 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21387 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2599 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10450 members 
Mstep: Class 31 contains 39073 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17808 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5402 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2115 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5577 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536704.000000 Penalty: 282998.750000
Iteration 251Q: 82 clusters Score -1.545367e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 234146 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18424 members 
Mstep: Class 6 contains 78006 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95528 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135221 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96228 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2599 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10450 members 
Mstep: Class 31 contains 39072 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17814 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5400 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2115 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5579 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536784.000000 Penalty: 282998.750000
Iteration 252Q: 82 clusters Score -1.545368e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 234145 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18423 members 
Mstep: Class 6 contains 78007 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95527 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135223 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10450 members 
Mstep: Class 31 contains 39072 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17820 members 
Mstep: Class 53 contains 2415 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31327 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5398 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2115 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5582 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536784.000000 Penalty: 282998.750000
Iteration 253Q: 82 clusters Score -1.545368e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 234144 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18424 members 
Mstep: Class 6 contains 78006 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95527 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39072 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17827 members 
Mstep: Class 53 contains 2415 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5397 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2115 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5582 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536768.000000 Penalty: 282998.750000
Iteration 254Q: 82 clusters Score -1.545368e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 234145 members 
Mstep: Class 3 contains 90704 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18422 members 
Mstep: Class 6 contains 78005 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95529 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135221 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39072 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17828 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5393 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5583 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536768.000000 Penalty: 282998.750000
Iteration 255Q: 82 clusters Score -1.545368e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 234143 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 882 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95530 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39072 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17831 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5393 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5583 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536880.000000 Penalty: 282998.750000
Iteration 256Q: 82 clusters Score -1.545369e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95530 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39072 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5392 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5583 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536800.000000 Penalty: 282998.750000
Iteration 257Q: 82 clusters Score -1.545368e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 885 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5391 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5582 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536704.000000 Penalty: 282998.750000
Iteration 258Q: 82 clusters Score -1.545367e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5387 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 611 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5585 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536784.000000 Penalty: 282998.750000
Iteration 259Q: 82 clusters Score -1.545368e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2594 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5385 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 613 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5587 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 260F: 82 clusters Score -1.545368e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2594 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5383 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 614 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5588 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536880.000000 Penalty: 282998.750000
Iteration 261Q: 82 clusters Score -1.545369e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2594 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5381 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5589 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 262Q: 82 clusters Score -1.545368e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2594 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5378 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5592 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536880.000000 Penalty: 282998.750000
Iteration 263Q: 82 clusters Score -1.545369e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2594 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5375 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5595 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 264Q: 82 clusters Score -1.545368e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2594 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5370 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5600 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536912.000000 Penalty: 282998.750000
Iteration 265Q: 82 clusters Score -1.545369e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2594 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5369 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5601 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536752.000000 Penalty: 282998.750000
Iteration 266Q: 82 clusters Score -1.545368e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2593 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5367 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5604 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536944.000000 Penalty: 282998.750000
Iteration 267Q: 82 clusters Score -1.545369e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2594 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5366 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5604 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 268Q: 82 clusters Score -1.545368e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5364 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5603 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536944.000000 Penalty: 282998.750000
Iteration 269Q: 82 clusters Score -1.545369e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5364 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 393 members 
Mstep: Class 78 contains 5603 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536848.000000 Penalty: 282998.750000
Iteration 270Q: 82 clusters Score -1.545368e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2415 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5362 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 392 members 
Mstep: Class 78 contains 5605 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154537072.000000 Penalty: 282998.750000
Iteration 271Q: 82 clusters Score -1.545371e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2416 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5361 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5606 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536912.000000 Penalty: 282998.750000
Iteration 272Q: 82 clusters Score -1.545369e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2596 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5357 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5607 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536848.000000 Penalty: 282998.750000
Iteration 273Q: 82 clusters Score -1.545368e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5356 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 615 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5607 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536752.000000 Penalty: 282998.750000
Iteration 274Q: 82 clusters Score -1.545368e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 887 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5355 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 616 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5607 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536784.000000 Penalty: 282998.750000
Iteration 275Q: 82 clusters Score -1.545368e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 887 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2598 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5356 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 617 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5605 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536912.000000 Penalty: 282998.750000
Iteration 276Q: 82 clusters Score -1.545369e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2599 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5353 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 619 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5606 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536848.000000 Penalty: 282998.750000
Iteration 277Q: 82 clusters Score -1.545368e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5350 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 620 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5607 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 278Q: 82 clusters Score -1.545368e+08 nChanged 10
Entering ConstructFrom: 
Score: -154536816.000000 Penalty: 282998.750000
Entering ConstructFrom: 
Trying to split cluster 1 (39617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Entering Unmasked Estep 
Score: -4717247.000000 Penalty: 2625.579346
	Iteration 0F: 2 clusters Score -4717247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -4690472.500000 Penalty: 5251.158691
	Iteration 0F: 3 clusters Score -4690472 nChanged 18070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -4700540.000000 Penalty: 5251.158691
	Iteration 1F: 3 clusters Score -4700540 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -4701349.000000 Penalty: 5251.158691
	Iteration 2F: 3 clusters Score -4701349 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -4702369.500000 Penalty: 5251.158691
	Iteration 3F: 3 clusters Score -4702370 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -4703746.000000 Penalty: 5251.158691
	Iteration 4F: 3 clusters Score -4703746 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -4705459.000000 Penalty: 5251.158691
	Iteration 5F: 3 clusters Score -4705459 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4707082.500000 Penalty: 5251.158691
	Iteration 6F: 3 clusters Score -4707082 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4708515.500000 Penalty: 5251.158691
	Iteration 7F: 3 clusters Score -4708516 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -4709849.000000 Penalty: 5251.158691
	Iteration 8F: 3 clusters Score -4709849 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -4710971.500000 Penalty: 5251.158691
	Iteration 9Q: 3 clusters Score -4710972 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -4711883.500000 Penalty: 5251.158691
	Iteration 10Q: 3 clusters Score -4711884 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4712607.000000 Penalty: 5251.158691
	Iteration 11Q: 3 clusters Score -4712607 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -4713179.000000 Penalty: 5251.158691
	Iteration 12Q: 3 clusters Score -4713179 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -4713656.500000 Penalty: 5251.158691
	Iteration 13Q: 3 clusters Score -4713656 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -4714023.000000 Penalty: 5251.158691
	Iteration 14Q: 3 clusters Score -4714023 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -4714348.000000 Penalty: 5251.158691
	Iteration 15Q: 3 clusters Score -4714348 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -4714649.000000 Penalty: 5251.158691
	Iteration 16Q: 3 clusters Score -4714649 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -4714956.000000 Penalty: 5251.158691
	Iteration 17Q: 3 clusters Score -4714956 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -4715190.500000 Penalty: 5251.158691
	Iteration 18Q: 3 clusters Score -4715190 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -4715437.500000 Penalty: 5251.158691
	Iteration 19Q: 3 clusters Score -4715438 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4715639.500000 Penalty: 5251.158691
	Iteration 20F: 3 clusters Score -4715640 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -4715825.500000 Penalty: 5251.158691
	Iteration 21Q: 3 clusters Score -4715826 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4715991.500000 Penalty: 5251.158691
	Iteration 22Q: 3 clusters Score -4715992 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -4716124.500000 Penalty: 5251.158691
	Iteration 23Q: 3 clusters Score -4716124 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -4716217.500000 Penalty: 5251.158691
	Iteration 24Q: 3 clusters Score -4716218 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4716303.500000 Penalty: 5251.158691
	Iteration 25Q: 3 clusters Score -4716304 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4716358.000000 Penalty: 5251.158691
	Iteration 26Q: 3 clusters Score -4716358 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -4716429.500000 Penalty: 5251.158691
	Iteration 27Q: 3 clusters Score -4716430 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -4716456.000000 Penalty: 5251.158691
	Iteration 28Q: 3 clusters Score -4716456 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -4716469.500000 Penalty: 5251.158691
	Iteration 29Q: 3 clusters Score -4716470 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4716517.000000 Penalty: 5251.158691
	Iteration 30Q: 3 clusters Score -4716517 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -4716532.000000 Penalty: 5251.158691
	Iteration 31Q: 3 clusters Score -4716532 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -4716568.500000 Penalty: 5251.158691
	Iteration 32Q: 3 clusters Score -4716568 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -4716600.500000 Penalty: 5251.158691
	Iteration 33Q: 3 clusters Score -4716600 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -4716619.500000 Penalty: 5251.158691
	Iteration 34Q: 3 clusters Score -4716620 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -4716646.000000 Penalty: 5251.158691
	Iteration 35Q: 3 clusters Score -4716646 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4716654.500000 Penalty: 5251.158691
	Iteration 36Q: 3 clusters Score -4716654 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4716650.000000 Penalty: 5251.158691
	Iteration 37Q: 3 clusters Score -4716650 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -4716667.500000 Penalty: 5251.158691
	Iteration 38Q: 3 clusters Score -4716668 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -4716664.000000 Penalty: 5251.158691
	Iteration 39Q: 3 clusters Score -4716664 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4716674.500000 Penalty: 5251.158691
	Iteration 40F: 3 clusters Score -4716674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -4716679.500000 Penalty: 5251.158691
	Iteration 41Q: 3 clusters Score -4716680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -4716691.000000 Penalty: 5251.158691
	Iteration 42Q: 3 clusters Score -4716691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4716675.000000 Penalty: 5251.158691
	Iteration 43Q: 3 clusters Score -4716675 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -4716683.000000 Penalty: 5251.158691
	Iteration 44Q: 3 clusters Score -4716683 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -4716686.000000 Penalty: 5251.158691
	Iteration 45Q: 3 clusters Score -4716686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -4716687.000000 Penalty: 5251.158691
	Iteration 46Q: 3 clusters Score -4716687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -4716685.000000 Penalty: 5251.158691
	Iteration 47Q: 3 clusters Score -4716685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -4716690.500000 Penalty: 5251.158691
	Iteration 48Q: 3 clusters Score -4716690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -4716699.500000 Penalty: 5251.158691
	Iteration 49Q: 3 clusters Score -4716700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -4716694.500000 Penalty: 5251.158691
	Iteration 50Q: 3 clusters Score -4716694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4716692.000000 Penalty: 5251.158691
	Iteration 51Q: 3 clusters Score -4716692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4716695.000000 Penalty: 5251.158691
	Iteration 52Q: 3 clusters Score -4716695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4716701.000000 Penalty: 5251.158691
	Iteration 53Q: 3 clusters Score -4716701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4716710.000000 Penalty: 5251.158691
	Iteration 54Q: 3 clusters Score -4716710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -4716701.500000 Penalty: 5251.158691
	Iteration 55Q: 3 clusters Score -4716702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -4716699.500000 Penalty: 5251.158691
	Iteration 56Q: 3 clusters Score -4716700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -4716703.000000 Penalty: 5251.158691
	Iteration 57Q: 3 clusters Score -4716703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -4716703.500000 Penalty: 5251.158691
	Iteration 58Q: 3 clusters Score -4716704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -4716701.000000 Penalty: 5251.158691
	Iteration 59Q: 3 clusters Score -4716701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -4716706.000000 Penalty: 5251.158691
	Iteration 60F: 3 clusters Score -4716706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -4716708.000000 Penalty: 5251.158691
	Iteration 61Q: 3 clusters Score -4716708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -4716707.500000 Penalty: 5251.158691
	Iteration 62Q: 3 clusters Score -4716708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -4716703.500000 Penalty: 5251.158691
	Iteration 63Q: 3 clusters Score -4716704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -4716711.000000 Penalty: 5251.158691
	Iteration 64Q: 3 clusters Score -4716711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -4716708.000000 Penalty: 5251.158691
	Iteration 65Q: 3 clusters Score -4716708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -4716711.000000 Penalty: 5251.158691
	Iteration 66Q: 3 clusters Score -4716711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -4716707.500000 Penalty: 5251.158691
	Iteration 67Q: 3 clusters Score -4716708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -4716701.500000 Penalty: 5251.158691
	Iteration 68Q: 3 clusters Score -4716702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -4716706.000000 Penalty: 5251.158691
	Iteration 69Q: 3 clusters Score -4716706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -4716716.500000 Penalty: 5251.158691
	Iteration 70Q: 3 clusters Score -4716716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4716705.000000 Penalty: 5251.158691
	Iteration 71Q: 3 clusters Score -4716705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -4716710.500000 Penalty: 5251.158691
	Iteration 72Q: 3 clusters Score -4716710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -4716703.500000 Penalty: 5251.158691
	Iteration 73Q: 3 clusters Score -4716704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -4716700.000000 Penalty: 5251.158691
	Iteration 74Q: 3 clusters Score -4716700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4716698.500000 Penalty: 5251.158691
	Iteration 75Q: 3 clusters Score -4716698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4716701.000000 Penalty: 5251.158691
	Iteration 76Q: 3 clusters Score -4716701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -4716700.000000 Penalty: 5251.158691
	Iteration 77Q: 3 clusters Score -4716700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -4716707.000000 Penalty: 5251.158691
	Iteration 78Q: 3 clusters Score -4716707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -4716703.500000 Penalty: 5251.158691
	Iteration 79Q: 3 clusters Score -4716704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4716705.500000 Penalty: 5251.158691
	Iteration 80F: 3 clusters Score -4716706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -4716701.000000 Penalty: 5251.158691
	Iteration 81Q: 3 clusters Score -4716701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4716706.000000 Penalty: 5251.158691
	Iteration 82Q: 3 clusters Score -4716706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -4716697.500000 Penalty: 5251.158691
	Iteration 83Q: 3 clusters Score -4716698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4716698.500000 Penalty: 5251.158691
	Iteration 84Q: 3 clusters Score -4716698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -4716695.500000 Penalty: 5251.158691
	Iteration 85Q: 3 clusters Score -4716696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -4716698.500000 Penalty: 5251.158691
	Iteration 86Q: 3 clusters Score -4716698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -4716698.500000 Penalty: 5251.158691
	Iteration 87F: 3 clusters Score -4716698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (234142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234142 members 
Entering Unmasked Estep 
Score: -28656176.000000 Penalty: 3066.193359
	Iteration 0F: 2 clusters Score -2.865618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117313 members 
Mstep: Class 2 contains 116829 members 
Entering Unmasked Estep 
Score: -28510622.000000 Penalty: 6132.386719
	Iteration 0F: 3 clusters Score -2.851062e+07 nChanged 113019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121438 members 
Mstep: Class 2 contains 112704 members 
Entering Unmasked Estep 
Score: -28578022.000000 Penalty: 6132.386719
	Iteration 1F: 3 clusters Score -2.857802e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123838 members 
Mstep: Class 2 contains 110304 members 
Entering Unmasked Estep 
Score: -28579938.000000 Penalty: 6132.386719
	Iteration 2Q: 3 clusters Score -2.857994e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127158 members 
Mstep: Class 2 contains 106984 members 
Entering Unmasked Estep 
Score: -28582682.000000 Penalty: 6132.386719
	Iteration 3Q: 3 clusters Score -2.858268e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131628 members 
Mstep: Class 2 contains 102514 members 
Entering Unmasked Estep 
Score: -28586656.000000 Penalty: 6132.386719
	Iteration 4Q: 3 clusters Score -2.858666e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137261 members 
Mstep: Class 2 contains 96881 members 
Entering Unmasked Estep 
Score: -28592386.000000 Penalty: 6132.386719
	Iteration 5Q: 3 clusters Score -2.859239e+07 nChanged 12794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144169 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -28600038.000000 Penalty: 6132.386719
	Iteration 6F: 3 clusters Score -2.860004e+07 nChanged 14537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152308 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -28609940.000000 Penalty: 6132.386719
	Iteration 7F: 3 clusters Score -2.860994e+07 nChanged 15072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161322 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -28621000.000000 Penalty: 6132.386719
	Iteration 8F: 3 clusters Score -2.8621e+07 nChanged 13799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170487 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -28630606.000000 Penalty: 6132.386719
	Iteration 9F: 3 clusters Score -2.863061e+07 nChanged 11680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179151 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -28638416.000000 Penalty: 6132.386719
	Iteration 10Q: 3 clusters Score -2.863842e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186748 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -28643664.000000 Penalty: 6132.386719
	Iteration 11Q: 3 clusters Score -2.864366e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193158 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -28647316.000000 Penalty: 6132.386719
	Iteration 12Q: 3 clusters Score -2.864732e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198290 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -28649488.000000 Penalty: 6132.386719
	Iteration 13Q: 3 clusters Score -2.864949e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202365 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -28651000.000000 Penalty: 6132.386719
	Iteration 14Q: 3 clusters Score -2.8651e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205561 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -28651890.000000 Penalty: 6132.386719
	Iteration 15Q: 3 clusters Score -2.865189e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208176 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -28652294.000000 Penalty: 6132.386719
	Iteration 16Q: 3 clusters Score -2.865229e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -28652750.000000 Penalty: 6132.386719
	Iteration 17Q: 3 clusters Score -2.865275e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212079 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -28653178.000000 Penalty: 6132.386719
	Iteration 18Q: 3 clusters Score -2.865318e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213545 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -28653260.000000 Penalty: 6132.386719
	Iteration 19Q: 3 clusters Score -2.865326e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214788 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -28653460.000000 Penalty: 6132.386719
	Iteration 20F: 3 clusters Score -2.865346e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215883 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -28653708.000000 Penalty: 6132.386719
	Iteration 21Q: 3 clusters Score -2.865371e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216856 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -28653910.000000 Penalty: 6132.386719
	Iteration 22Q: 3 clusters Score -2.865391e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217672 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -28654114.000000 Penalty: 6132.386719
	Iteration 23Q: 3 clusters Score -2.865411e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218426 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -28654268.000000 Penalty: 6132.386719
	Iteration 24Q: 3 clusters Score -2.865427e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219137 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -28654380.000000 Penalty: 6132.386719
	Iteration 25Q: 3 clusters Score -2.865438e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219723 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -28654450.000000 Penalty: 6132.386719
	Iteration 26Q: 3 clusters Score -2.865445e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220271 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -28654642.000000 Penalty: 6132.386719
	Iteration 27Q: 3 clusters Score -2.865464e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220748 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -28654736.000000 Penalty: 6132.386719
	Iteration 28Q: 3 clusters Score -2.865474e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221193 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -28654768.000000 Penalty: 6132.386719
	Iteration 29Q: 3 clusters Score -2.865477e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221567 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -28654902.000000 Penalty: 6132.386719
	Iteration 30Q: 3 clusters Score -2.86549e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221880 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -28655004.000000 Penalty: 6132.386719
	Iteration 31Q: 3 clusters Score -2.8655e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222183 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -28655084.000000 Penalty: 6132.386719
	Iteration 32Q: 3 clusters Score -2.865508e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222426 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -28655158.000000 Penalty: 6132.386719
	Iteration 33Q: 3 clusters Score -2.865516e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222663 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -28655258.000000 Penalty: 6132.386719
	Iteration 34Q: 3 clusters Score -2.865526e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222846 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -28655268.000000 Penalty: 6132.386719
	Iteration 35Q: 3 clusters Score -2.865527e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223003 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -28655344.000000 Penalty: 6132.386719
	Iteration 36Q: 3 clusters Score -2.865534e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223157 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -28655352.000000 Penalty: 6132.386719
	Iteration 37Q: 3 clusters Score -2.865535e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223300 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -28655382.000000 Penalty: 6132.386719
	Iteration 38Q: 3 clusters Score -2.865538e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223444 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -28655434.000000 Penalty: 6132.386719
	Iteration 39Q: 3 clusters Score -2.865543e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223567 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -28655444.000000 Penalty: 6132.386719
	Iteration 40F: 3 clusters Score -2.865544e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223680 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -28655516.000000 Penalty: 6132.386719
	Iteration 41Q: 3 clusters Score -2.865552e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223776 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -28655544.000000 Penalty: 6132.386719
	Iteration 42Q: 3 clusters Score -2.865554e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223873 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -28655568.000000 Penalty: 6132.386719
	Iteration 43Q: 3 clusters Score -2.865557e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223964 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -28655566.000000 Penalty: 6132.386719
	Iteration 44Q: 3 clusters Score -2.865557e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224046 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -28655626.000000 Penalty: 6132.386719
	Iteration 45Q: 3 clusters Score -2.865563e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224114 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -28655664.000000 Penalty: 6132.386719
	Iteration 46Q: 3 clusters Score -2.865566e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224165 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -28655662.000000 Penalty: 6132.386719
	Iteration 47Q: 3 clusters Score -2.865566e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224215 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -28655690.000000 Penalty: 6132.386719
	Iteration 48Q: 3 clusters Score -2.865569e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224255 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -28655704.000000 Penalty: 6132.386719
	Iteration 49Q: 3 clusters Score -2.86557e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224282 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -28655706.000000 Penalty: 6132.386719
	Iteration 50Q: 3 clusters Score -2.865571e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224305 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -28655716.000000 Penalty: 6132.386719
	Iteration 51Q: 3 clusters Score -2.865572e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224325 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -28655704.000000 Penalty: 6132.386719
	Iteration 52Q: 3 clusters Score -2.86557e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224348 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -28655736.000000 Penalty: 6132.386719
	Iteration 53Q: 3 clusters Score -2.865574e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224364 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -28655742.000000 Penalty: 6132.386719
	Iteration 54Q: 3 clusters Score -2.865574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224385 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -28655742.000000 Penalty: 6132.386719
	Iteration 55Q: 3 clusters Score -2.865574e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224399 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -28655776.000000 Penalty: 6132.386719
	Iteration 56Q: 3 clusters Score -2.865578e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224422 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -28655770.000000 Penalty: 6132.386719
	Iteration 57Q: 3 clusters Score -2.865577e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224442 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -28655746.000000 Penalty: 6132.386719
	Iteration 58Q: 3 clusters Score -2.865575e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224456 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -28655752.000000 Penalty: 6132.386719
	Iteration 59Q: 3 clusters Score -2.865575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224473 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -28655742.000000 Penalty: 6132.386719
	Iteration 60F: 3 clusters Score -2.865574e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224490 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -28655718.000000 Penalty: 6132.386719
	Iteration 61Q: 3 clusters Score -2.865572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224503 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -28655700.000000 Penalty: 6132.386719
	Iteration 62Q: 3 clusters Score -2.86557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224519 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -28655712.000000 Penalty: 6132.386719
	Iteration 63Q: 3 clusters Score -2.865571e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224541 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -28655732.000000 Penalty: 6132.386719
	Iteration 64Q: 3 clusters Score -2.865573e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224557 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -28655708.000000 Penalty: 6132.386719
	Iteration 65Q: 3 clusters Score -2.865571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224573 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -28655712.000000 Penalty: 6132.386719
	Iteration 66Q: 3 clusters Score -2.865571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224581 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -28655728.000000 Penalty: 6132.386719
	Iteration 67Q: 3 clusters Score -2.865573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224595 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -28655736.000000 Penalty: 6132.386719
	Iteration 68Q: 3 clusters Score -2.865574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224600 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -28655744.000000 Penalty: 6132.386719
	Iteration 69Q: 3 clusters Score -2.865574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224604 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -28655754.000000 Penalty: 6132.386719
	Iteration 70Q: 3 clusters Score -2.865575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224610 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -28655734.000000 Penalty: 6132.386719
	Iteration 71Q: 3 clusters Score -2.865573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224615 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -28655738.000000 Penalty: 6132.386719
	Iteration 72Q: 3 clusters Score -2.865574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224622 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -28655744.000000 Penalty: 6132.386719
	Iteration 73Q: 3 clusters Score -2.865574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224631 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -28655740.000000 Penalty: 6132.386719
	Iteration 74Q: 3 clusters Score -2.865574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224637 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -28655744.000000 Penalty: 6132.386719
	Iteration 75Q: 3 clusters Score -2.865574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224647 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -28655756.000000 Penalty: 6132.386719
	Iteration 76Q: 3 clusters Score -2.865576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224651 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -28655756.000000 Penalty: 6132.386719
	Iteration 77Q: 3 clusters Score -2.865576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224653 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -28655740.000000 Penalty: 6132.386719
	Iteration 78Q: 3 clusters Score -2.865574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224655 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -28655730.000000 Penalty: 6132.386719
	Iteration 79Q: 3 clusters Score -2.865573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224661 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -28655750.000000 Penalty: 6132.386719
	Iteration 80F: 3 clusters Score -2.865575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224668 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -28655750.000000 Penalty: 6132.386719
	Iteration 81Q: 3 clusters Score -2.865575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224676 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -28655750.000000 Penalty: 6132.386719
	Iteration 82Q: 3 clusters Score -2.865575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224686 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -28655762.000000 Penalty: 6132.386719
	Iteration 83Q: 3 clusters Score -2.865576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224694 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -28655766.000000 Penalty: 6132.386719
	Iteration 84Q: 3 clusters Score -2.865577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224709 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -28655754.000000 Penalty: 6132.386719
	Iteration 85Q: 3 clusters Score -2.865575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224715 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -28655760.000000 Penalty: 6132.386719
	Iteration 86Q: 3 clusters Score -2.865576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224729 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -28655770.000000 Penalty: 6132.386719
	Iteration 87Q: 3 clusters Score -2.865577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224742 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -28655778.000000 Penalty: 6132.386719
	Iteration 88Q: 3 clusters Score -2.865578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224743 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -28655776.000000 Penalty: 6132.386719
	Iteration 89Q: 3 clusters Score -2.865578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224750 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -28655792.000000 Penalty: 6132.386719
	Iteration 90Q: 3 clusters Score -2.865579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224754 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -28655790.000000 Penalty: 6132.386719
	Iteration 91Q: 3 clusters Score -2.865579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224759 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -28655762.000000 Penalty: 6132.386719
	Iteration 92Q: 3 clusters Score -2.865576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224762 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -28655762.000000 Penalty: 6132.386719
	Iteration 93Q: 3 clusters Score -2.865576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224763 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -28655790.000000 Penalty: 6132.386719
	Iteration 94Q: 3 clusters Score -2.865579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224765 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -28655800.000000 Penalty: 6132.386719
	Iteration 95Q: 3 clusters Score -2.86558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224768 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -28655788.000000 Penalty: 6132.386719
	Iteration 96Q: 3 clusters Score -2.865579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224773 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -28655802.000000 Penalty: 6132.386719
	Iteration 97Q: 3 clusters Score -2.86558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224778 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -28655796.000000 Penalty: 6132.386719
	Iteration 98Q: 3 clusters Score -2.86558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224783 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -28655792.000000 Penalty: 6132.386719
	Iteration 99Q: 3 clusters Score -2.865579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224787 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -28655786.000000 Penalty: 6132.386719
	Iteration 100F: 3 clusters Score -2.865579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224795 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -28655792.000000 Penalty: 6132.386719
	Iteration 101Q: 3 clusters Score -2.865579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224804 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -28655804.000000 Penalty: 6132.386719
	Iteration 102Q: 3 clusters Score -2.86558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224813 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -28655820.000000 Penalty: 6132.386719
	Iteration 103Q: 3 clusters Score -2.865582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224816 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -28655798.000000 Penalty: 6132.386719
	Iteration 104Q: 3 clusters Score -2.86558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224815 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -28655802.000000 Penalty: 6132.386719
	Iteration 105Q: 3 clusters Score -2.86558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224820 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -28655830.000000 Penalty: 6132.386719
	Iteration 106Q: 3 clusters Score -2.865583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224826 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -28655834.000000 Penalty: 6132.386719
	Iteration 107Q: 3 clusters Score -2.865583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224828 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -28655830.000000 Penalty: 6132.386719
	Iteration 108Q: 3 clusters Score -2.865583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224829 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -28655818.000000 Penalty: 6132.386719
	Iteration 109Q: 3 clusters Score -2.865582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224832 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -28655810.000000 Penalty: 6132.386719
	Iteration 110Q: 3 clusters Score -2.865581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224836 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -28655812.000000 Penalty: 6132.386719
	Iteration 111Q: 3 clusters Score -2.865581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224843 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -28655808.000000 Penalty: 6132.386719
	Iteration 112Q: 3 clusters Score -2.865581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224851 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -28655798.000000 Penalty: 6132.386719
	Iteration 113Q: 3 clusters Score -2.86558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224861 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -28655808.000000 Penalty: 6132.386719
	Iteration 114Q: 3 clusters Score -2.865581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224871 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -28655810.000000 Penalty: 6132.386719
	Iteration 115Q: 3 clusters Score -2.865581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224879 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -28655792.000000 Penalty: 6132.386719
	Iteration 116Q: 3 clusters Score -2.865579e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224895 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -28655782.000000 Penalty: 6132.386719
	Iteration 117Q: 3 clusters Score -2.865578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224904 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -28655772.000000 Penalty: 6132.386719
	Iteration 118Q: 3 clusters Score -2.865577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224912 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -28655790.000000 Penalty: 6132.386719
	Iteration 119Q: 3 clusters Score -2.865579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224923 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -28655802.000000 Penalty: 6132.386719
	Iteration 120F: 3 clusters Score -2.86558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224933 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -28655804.000000 Penalty: 6132.386719
	Iteration 121Q: 3 clusters Score -2.86558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224943 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -28655794.000000 Penalty: 6132.386719
	Iteration 122Q: 3 clusters Score -2.865579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224950 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -28655778.000000 Penalty: 6132.386719
	Iteration 123Q: 3 clusters Score -2.865578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224957 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -28655818.000000 Penalty: 6132.386719
	Iteration 124Q: 3 clusters Score -2.865582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224967 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -28655806.000000 Penalty: 6132.386719
	Iteration 125Q: 3 clusters Score -2.865581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224974 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -28655810.000000 Penalty: 6132.386719
	Iteration 126Q: 3 clusters Score -2.865581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224985 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -28655834.000000 Penalty: 6132.386719
	Iteration 127Q: 3 clusters Score -2.865583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224999 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -28655836.000000 Penalty: 6132.386719
	Iteration 128Q: 3 clusters Score -2.865584e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225011 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -28655878.000000 Penalty: 6132.386719
	Iteration 129Q: 3 clusters Score -2.865588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225024 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -28655864.000000 Penalty: 6132.386719
	Iteration 130Q: 3 clusters Score -2.865586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225032 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -28655892.000000 Penalty: 6132.386719
	Iteration 131Q: 3 clusters Score -2.865589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225038 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -28655876.000000 Penalty: 6132.386719
	Iteration 132Q: 3 clusters Score -2.865588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225041 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -28655886.000000 Penalty: 6132.386719
	Iteration 133Q: 3 clusters Score -2.865589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225041 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -28655884.000000 Penalty: 6132.386719
	Iteration 134Q: 3 clusters Score -2.865588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225041 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -28655884.000000 Penalty: 6132.386719
	Iteration 135Q: 3 clusters Score -2.865588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225043 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -28655886.000000 Penalty: 6132.386719
	Iteration 136Q: 3 clusters Score -2.865589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225043 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -28655884.000000 Penalty: 6132.386719
	Iteration 137Q: 3 clusters Score -2.865588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225043 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -28655884.000000 Penalty: 6132.386719
	Iteration 138F: 3 clusters Score -2.865588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Entering Unmasked Estep 
Score: -11120182.000000 Penalty: 2831.005859
	Iteration 0F: 2 clusters Score -1.112018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -11059208.000000 Penalty: 5662.011719
	Iteration 0F: 3 clusters Score -1.105921e+07 nChanged 42979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -11083887.000000 Penalty: 5662.011719
	Iteration 1F: 3 clusters Score -1.108389e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -11085033.000000 Penalty: 5662.011719
	Iteration 2Q: 3 clusters Score -1.108503e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -11086797.000000 Penalty: 5662.011719
	Iteration 3Q: 3 clusters Score -1.10868e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -11089080.000000 Penalty: 5662.011719
	Iteration 4F: 3 clusters Score -1.108908e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -11091643.000000 Penalty: 5662.011719
	Iteration 5F: 3 clusters Score -1.109164e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -11094285.000000 Penalty: 5662.011719
	Iteration 6F: 3 clusters Score -1.109428e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -11096660.000000 Penalty: 5662.011719
	Iteration 7F: 3 clusters Score -1.109666e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -11098527.000000 Penalty: 5662.011719
	Iteration 8Q: 3 clusters Score -1.109853e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -11100117.000000 Penalty: 5662.011719
	Iteration 9Q: 3 clusters Score -1.110012e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -11101577.000000 Penalty: 5662.011719
	Iteration 10Q: 3 clusters Score -1.110158e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -11102998.000000 Penalty: 5662.011719
	Iteration 11Q: 3 clusters Score -1.1103e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -11104671.000000 Penalty: 5662.011719
	Iteration 12Q: 3 clusters Score -1.110467e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -11106466.000000 Penalty: 5662.011719
	Iteration 13Q: 3 clusters Score -1.110647e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 77709 members 
Entering Unmasked Estep 
Score: -11108767.000000 Penalty: 5662.011719
	Iteration 14Q: 3 clusters Score -1.110877e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -11111136.000000 Penalty: 5662.011719
	Iteration 15Q: 3 clusters Score -1.111114e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 84020 members 
Entering Unmasked Estep 
Score: -11113223.000000 Penalty: 5662.011719
	Iteration 16Q: 3 clusters Score -1.111322e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -11114876.000000 Penalty: 5662.011719
	Iteration 17Q: 3 clusters Score -1.111488e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 87734 members 
Entering Unmasked Estep 
Score: -11116066.000000 Penalty: 5662.011719
	Iteration 18Q: 3 clusters Score -1.111607e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -11116722.000000 Penalty: 5662.011719
	Iteration 19Q: 3 clusters Score -1.111672e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 89209 members 
Entering Unmasked Estep 
Score: -11117100.000000 Penalty: 5662.011719
	Iteration 20F: 3 clusters Score -1.11171e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 89511 members 
Entering Unmasked Estep 
Score: -11117287.000000 Penalty: 5662.011719
	Iteration 21Q: 3 clusters Score -1.111729e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 89700 members 
Entering Unmasked Estep 
Score: -11117442.000000 Penalty: 5662.011719
	Iteration 22Q: 3 clusters Score -1.111744e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 89813 members 
Entering Unmasked Estep 
Score: -11117536.000000 Penalty: 5662.011719
	Iteration 23Q: 3 clusters Score -1.111754e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -11117596.000000 Penalty: 5662.011719
	Iteration 24Q: 3 clusters Score -1.11176e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 89948 members 
Entering Unmasked Estep 
Score: -11117640.000000 Penalty: 5662.011719
	Iteration 25Q: 3 clusters Score -1.111764e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 89981 members 
Entering Unmasked Estep 
Score: -11117652.000000 Penalty: 5662.011719
	Iteration 26Q: 3 clusters Score -1.111765e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 90002 members 
Entering Unmasked Estep 
Score: -11117671.000000 Penalty: 5662.011719
	Iteration 27Q: 3 clusters Score -1.111767e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -11117706.000000 Penalty: 5662.011719
	Iteration 28Q: 3 clusters Score -1.111771e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -11117733.000000 Penalty: 5662.011719
	Iteration 29Q: 3 clusters Score -1.111773e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -11117761.000000 Penalty: 5662.011719
	Iteration 30Q: 3 clusters Score -1.111776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -11117757.000000 Penalty: 5662.011719
	Iteration 31Q: 3 clusters Score -1.111776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -11117766.000000 Penalty: 5662.011719
	Iteration 32Q: 3 clusters Score -1.111777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 90094 members 
Entering Unmasked Estep 
Score: -11117763.000000 Penalty: 5662.011719
	Iteration 33Q: 3 clusters Score -1.111776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 90102 members 
Entering Unmasked Estep 
Score: -11117773.000000 Penalty: 5662.011719
	Iteration 34Q: 3 clusters Score -1.111777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 90109 members 
Entering Unmasked Estep 
Score: -11117782.000000 Penalty: 5662.011719
	Iteration 35Q: 3 clusters Score -1.111778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 90110 members 
Entering Unmasked Estep 
Score: -11117790.000000 Penalty: 5662.011719
	Iteration 36Q: 3 clusters Score -1.111779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 90111 members 
Entering Unmasked Estep 
Score: -11117791.000000 Penalty: 5662.011719
	Iteration 37Q: 3 clusters Score -1.111779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -11117782.000000 Penalty: 5662.011719
	Iteration 38Q: 3 clusters Score -1.111778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 90114 members 
Entering Unmasked Estep 
Score: -11117789.000000 Penalty: 5662.011719
	Iteration 39Q: 3 clusters Score -1.111779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 90115 members 
Entering Unmasked Estep 
Score: -11117787.000000 Penalty: 5662.011719
	Iteration 40F: 3 clusters Score -1.111779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -11117786.000000 Penalty: 5662.011719
	Iteration 41Q: 3 clusters Score -1.111779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 90117 members 
Entering Unmasked Estep 
Score: -11117799.000000 Penalty: 5662.011719
	Iteration 42Q: 3 clusters Score -1.11178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -11117795.000000 Penalty: 5662.011719
	Iteration 43Q: 3 clusters Score -1.11178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -11117795.000000 Penalty: 5662.011719
	Iteration 44F: 3 clusters Score -1.11178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Entering Unmasked Estep 
Score: -455544.312500 Penalty: 2047.509888
	Iteration 0F: 2 clusters Score -455544.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -451696.968750 Penalty: 4095.019775
	Iteration 0F: 3 clusters Score -451697 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -452636.812500 Penalty: 4095.019775
	Iteration 1F: 3 clusters Score -452636.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -453072.406250 Penalty: 4095.019775
	Iteration 2F: 3 clusters Score -453072.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -453645.875000 Penalty: 4095.019775
	Iteration 3F: 3 clusters Score -453645.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -454215.687500 Penalty: 4095.019775
	Iteration 4F: 3 clusters Score -454215.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -454645.687500 Penalty: 4095.019775
	Iteration 5F: 3 clusters Score -454645.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -454918.906250 Penalty: 4095.019775
	Iteration 6F: 3 clusters Score -454918.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -455115.187500 Penalty: 4095.019775
	Iteration 7Q: 3 clusters Score -455115.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -455237.937500 Penalty: 4095.019775
	Iteration 8Q: 3 clusters Score -455237.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -455325.906250 Penalty: 4095.019775
	Iteration 9Q: 3 clusters Score -455325.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -455382.531250 Penalty: 4095.019775
	Iteration 10Q: 3 clusters Score -455382.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -455418.312500 Penalty: 4095.019775
	Iteration 11Q: 3 clusters Score -455418.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -455458.062500 Penalty: 4095.019775
	Iteration 12Q: 3 clusters Score -455458.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -455496.593750 Penalty: 4095.019775
	Iteration 13Q: 3 clusters Score -455496.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -455522.750000 Penalty: 4095.019775
	Iteration 14Q: 3 clusters Score -455522.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -455541.093750 Penalty: 4095.019775
	Iteration 15Q: 3 clusters Score -455541.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -455553.250000 Penalty: 4095.019775
	Iteration 16Q: 3 clusters Score -455553.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -455566.656250 Penalty: 4095.019775
	Iteration 17Q: 3 clusters Score -455566.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -455574.500000 Penalty: 4095.019775
	Iteration 18Q: 3 clusters Score -455574.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -455579.906250 Penalty: 4095.019775
	Iteration 19Q: 3 clusters Score -455579.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -455582.843750 Penalty: 4095.019775
	Iteration 20F: 3 clusters Score -455582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -455586.468750 Penalty: 4095.019775
	Iteration 21Q: 3 clusters Score -455586.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -455589.093750 Penalty: 4095.019775
	Iteration 22Q: 3 clusters Score -455589.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -455590.500000 Penalty: 4095.019775
	Iteration 23Q: 3 clusters Score -455590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -455591.531250 Penalty: 4095.019775
	Iteration 24Q: 3 clusters Score -455591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -455592.625000 Penalty: 4095.019775
	Iteration 25Q: 3 clusters Score -455592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -455593.000000 Penalty: 4095.019775
	Iteration 26Q: 3 clusters Score -455593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -455593.000000 Penalty: 4095.019775
	Iteration 27F: 3 clusters Score -455593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5348 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 622 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5605 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 1348 members 
Entering Unmasked Estep 
Score: -154535520.000000 Penalty: 286492.562500
Splitting cluster 4 changes total score from -154536816.000000 to -154535520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (18421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Entering Unmasked Estep 
Score: -2254903.000000 Penalty: 2435.668945
	Iteration 0F: 2 clusters Score -2254903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2241853.000000 Penalty: 4871.337891
	Iteration 0F: 3 clusters Score -2241853 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2246134.500000 Penalty: 4871.337891
	Iteration 1F: 3 clusters Score -2246134 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2246545.750000 Penalty: 4871.337891
	Iteration 2F: 3 clusters Score -2246546 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2246893.500000 Penalty: 4871.337891
	Iteration 3Q: 3 clusters Score -2246894 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2247247.250000 Penalty: 4871.337891
	Iteration 4Q: 3 clusters Score -2247247 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2247630.000000 Penalty: 4871.337891
	Iteration 5Q: 3 clusters Score -2247630 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2248080.750000 Penalty: 4871.337891
	Iteration 6Q: 3 clusters Score -2248081 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2248598.000000 Penalty: 4871.337891
	Iteration 7Q: 3 clusters Score -2248598 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2249257.000000 Penalty: 4871.337891
	Iteration 8F: 3 clusters Score -2249257 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2250069.000000 Penalty: 4871.337891
	Iteration 9F: 3 clusters Score -2250069 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2250924.250000 Penalty: 4871.337891
	Iteration 10F: 3 clusters Score -2250924 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2251595.500000 Penalty: 4871.337891
	Iteration 11Q: 3 clusters Score -2251596 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2252019.500000 Penalty: 4871.337891
	Iteration 12Q: 3 clusters Score -2252020 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2252233.000000 Penalty: 4871.337891
	Iteration 13Q: 3 clusters Score -2252233 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2252369.500000 Penalty: 4871.337891
	Iteration 14Q: 3 clusters Score -2252370 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2252451.000000 Penalty: 4871.337891
	Iteration 15Q: 3 clusters Score -2252451 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2252509.750000 Penalty: 4871.337891
	Iteration 16Q: 3 clusters Score -2252510 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2252556.000000 Penalty: 4871.337891
	Iteration 17Q: 3 clusters Score -2252556 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2252589.250000 Penalty: 4871.337891
	Iteration 18Q: 3 clusters Score -2252589 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2252620.250000 Penalty: 4871.337891
	Iteration 19Q: 3 clusters Score -2252620 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2252659.000000 Penalty: 4871.337891
	Iteration 20F: 3 clusters Score -2252659 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2252684.750000 Penalty: 4871.337891
	Iteration 21Q: 3 clusters Score -2252685 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2252698.250000 Penalty: 4871.337891
	Iteration 22Q: 3 clusters Score -2252698 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2252713.500000 Penalty: 4871.337891
	Iteration 23Q: 3 clusters Score -2252714 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2252729.000000 Penalty: 4871.337891
	Iteration 24Q: 3 clusters Score -2252729 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2252739.000000 Penalty: 4871.337891
	Iteration 25Q: 3 clusters Score -2252739 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2252748.250000 Penalty: 4871.337891
	Iteration 26Q: 3 clusters Score -2252748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2252749.750000 Penalty: 4871.337891
	Iteration 27Q: 3 clusters Score -2252750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2252757.500000 Penalty: 4871.337891
	Iteration 28Q: 3 clusters Score -2252758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2252762.000000 Penalty: 4871.337891
	Iteration 29Q: 3 clusters Score -2252762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2252764.750000 Penalty: 4871.337891
	Iteration 30Q: 3 clusters Score -2252765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2252765.500000 Penalty: 4871.337891
	Iteration 31Q: 3 clusters Score -2252766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2252766.500000 Penalty: 4871.337891
	Iteration 32Q: 3 clusters Score -2252766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2252770.250000 Penalty: 4871.337891
	Iteration 33Q: 3 clusters Score -2252770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2252770.250000 Penalty: 4871.337891
	Iteration 34Q: 3 clusters Score -2252770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2252767.000000 Penalty: 4871.337891
	Iteration 35Q: 3 clusters Score -2252767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2252772.500000 Penalty: 4871.337891
	Iteration 36Q: 3 clusters Score -2252772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2252768.250000 Penalty: 4871.337891
	Iteration 37Q: 3 clusters Score -2252768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2252776.750000 Penalty: 4871.337891
	Iteration 38Q: 3 clusters Score -2252777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2252780.750000 Penalty: 4871.337891
	Iteration 39Q: 3 clusters Score -2252781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2252783.000000 Penalty: 4871.337891
	Iteration 40F: 3 clusters Score -2252783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2252781.500000 Penalty: 4871.337891
	Iteration 41Q: 3 clusters Score -2252782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2252780.750000 Penalty: 4871.337891
	Iteration 42Q: 3 clusters Score -2252781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2252782.250000 Penalty: 4871.337891
	Iteration 43Q: 3 clusters Score -2252782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2252782.500000 Penalty: 4871.337891
	Iteration 44Q: 3 clusters Score -2252782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2252784.250000 Penalty: 4871.337891
	Iteration 45Q: 3 clusters Score -2252784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2252790.250000 Penalty: 4871.337891
	Iteration 46Q: 3 clusters Score -2252790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2252790.500000 Penalty: 4871.337891
	Iteration 47Q: 3 clusters Score -2252790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2252797.500000 Penalty: 4871.337891
	Iteration 48Q: 3 clusters Score -2252798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2252796.000000 Penalty: 4871.337891
	Iteration 49Q: 3 clusters Score -2252796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2252795.750000 Penalty: 4871.337891
	Iteration 50Q: 3 clusters Score -2252796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2252792.750000 Penalty: 4871.337891
	Iteration 51Q: 3 clusters Score -2252793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2252793.250000 Penalty: 4871.337891
	Iteration 52Q: 3 clusters Score -2252793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2252794.000000 Penalty: 4871.337891
	Iteration 53Q: 3 clusters Score -2252794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2252796.750000 Penalty: 4871.337891
	Iteration 54Q: 3 clusters Score -2252797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2252798.750000 Penalty: 4871.337891
	Iteration 55Q: 3 clusters Score -2252799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2252801.750000 Penalty: 4871.337891
	Iteration 56Q: 3 clusters Score -2252802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2252804.000000 Penalty: 4871.337891
	Iteration 57Q: 3 clusters Score -2252804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2252802.000000 Penalty: 4871.337891
	Iteration 58Q: 3 clusters Score -2252802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2252803.000000 Penalty: 4871.337891
	Iteration 59Q: 3 clusters Score -2252803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2252803.500000 Penalty: 4871.337891
	Iteration 60F: 3 clusters Score -2252804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2252802.750000 Penalty: 4871.337891
	Iteration 61Q: 3 clusters Score -2252803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2252805.000000 Penalty: 4871.337891
	Iteration 62Q: 3 clusters Score -2252805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2252807.250000 Penalty: 4871.337891
	Iteration 63Q: 3 clusters Score -2252807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2252806.000000 Penalty: 4871.337891
	Iteration 64Q: 3 clusters Score -2252806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2252804.250000 Penalty: 4871.337891
	Iteration 65Q: 3 clusters Score -2252804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2252808.250000 Penalty: 4871.337891
	Iteration 66Q: 3 clusters Score -2252808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2252808.000000 Penalty: 4871.337891
	Iteration 67Q: 3 clusters Score -2252808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2252809.500000 Penalty: 4871.337891
	Iteration 68Q: 3 clusters Score -2252810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2252810.250000 Penalty: 4871.337891
	Iteration 69Q: 3 clusters Score -2252810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2252813.250000 Penalty: 4871.337891
	Iteration 70Q: 3 clusters Score -2252813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2252821.750000 Penalty: 4871.337891
	Iteration 71Q: 3 clusters Score -2252822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2252827.250000 Penalty: 4871.337891
	Iteration 72Q: 3 clusters Score -2252827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2252831.250000 Penalty: 4871.337891
	Iteration 73Q: 3 clusters Score -2252831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2252830.000000 Penalty: 4871.337891
	Iteration 74Q: 3 clusters Score -2252830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2252827.750000 Penalty: 4871.337891
	Iteration 75Q: 3 clusters Score -2252828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2252834.000000 Penalty: 4871.337891
	Iteration 76Q: 3 clusters Score -2252834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2252839.500000 Penalty: 4871.337891
	Iteration 77Q: 3 clusters Score -2252840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2252838.500000 Penalty: 4871.337891
	Iteration 78Q: 3 clusters Score -2252838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2252844.000000 Penalty: 4871.337891
	Iteration 79Q: 3 clusters Score -2252844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2252848.750000 Penalty: 4871.337891
	Iteration 80F: 3 clusters Score -2252849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2252855.500000 Penalty: 4871.337891
	Iteration 81Q: 3 clusters Score -2252856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2252850.000000 Penalty: 4871.337891
	Iteration 82Q: 3 clusters Score -2252850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2252850.250000 Penalty: 4871.337891
	Iteration 83Q: 3 clusters Score -2252850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2252852.250000 Penalty: 4871.337891
	Iteration 84Q: 3 clusters Score -2252852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2252852.000000 Penalty: 4871.337891
	Iteration 85Q: 3 clusters Score -2252852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2252849.750000 Penalty: 4871.337891
	Iteration 86Q: 3 clusters Score -2252850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2252849.750000 Penalty: 4871.337891
	Iteration 87Q: 3 clusters Score -2252850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2252849.500000 Penalty: 4871.337891
	Iteration 88Q: 3 clusters Score -2252850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2252849.000000 Penalty: 4871.337891
	Iteration 89Q: 3 clusters Score -2252849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2252849.000000 Penalty: 4871.337891
	Iteration 90F: 3 clusters Score -2252849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Entering Unmasked Estep 
Score: -8786092.000000 Penalty: 2793.596680
	Iteration 0F: 2 clusters Score -8786092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -8733851.000000 Penalty: 5587.193359
	Iteration 0F: 3 clusters Score -8733851 nChanged 36538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -8754773.000000 Penalty: 5587.193359
	Iteration 1F: 3 clusters Score -8754773 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -8755896.000000 Penalty: 5587.193359
	Iteration 2Q: 3 clusters Score -8755896 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -8757374.000000 Penalty: 5587.193359
	Iteration 3Q: 3 clusters Score -8757374 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -8759316.000000 Penalty: 5587.193359
	Iteration 4F: 3 clusters Score -8759316 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -8761693.000000 Penalty: 5587.193359
	Iteration 5F: 3 clusters Score -8761693 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -8764887.000000 Penalty: 5587.193359
	Iteration 6F: 3 clusters Score -8764887 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57844 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -8768522.000000 Penalty: 5587.193359
	Iteration 7F: 3 clusters Score -8768522 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -8772486.000000 Penalty: 5587.193359
	Iteration 8F: 3 clusters Score -8772486 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -8776190.000000 Penalty: 5587.193359
	Iteration 9F: 3 clusters Score -8776190 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -8779020.000000 Penalty: 5587.193359
	Iteration 10Q: 3 clusters Score -8779020 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -8780937.000000 Penalty: 5587.193359
	Iteration 11Q: 3 clusters Score -8780937 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -8782110.000000 Penalty: 5587.193359
	Iteration 12Q: 3 clusters Score -8782110 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -8782791.000000 Penalty: 5587.193359
	Iteration 13Q: 3 clusters Score -8782791 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8783166.000000 Penalty: 5587.193359
	Iteration 14Q: 3 clusters Score -8783166 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8783435.000000 Penalty: 5587.193359
	Iteration 15Q: 3 clusters Score -8783435 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8783582.000000 Penalty: 5587.193359
	Iteration 16Q: 3 clusters Score -8783582 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8783703.000000 Penalty: 5587.193359
	Iteration 17Q: 3 clusters Score -8783703 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8783786.000000 Penalty: 5587.193359
	Iteration 18Q: 3 clusters Score -8783786 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8783847.000000 Penalty: 5587.193359
	Iteration 19Q: 3 clusters Score -8783847 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8783900.000000 Penalty: 5587.193359
	Iteration 20F: 3 clusters Score -8783900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77101 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8783937.000000 Penalty: 5587.193359
	Iteration 21Q: 3 clusters Score -8783937 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8783957.000000 Penalty: 5587.193359
	Iteration 22Q: 3 clusters Score -8783957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8783995.000000 Penalty: 5587.193359
	Iteration 23Q: 3 clusters Score -8783995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77177 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8784011.000000 Penalty: 5587.193359
	Iteration 24Q: 3 clusters Score -8784011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8784029.000000 Penalty: 5587.193359
	Iteration 25Q: 3 clusters Score -8784029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8784050.000000 Penalty: 5587.193359
	Iteration 26Q: 3 clusters Score -8784050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8784054.000000 Penalty: 5587.193359
	Iteration 27Q: 3 clusters Score -8784054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8784068.000000 Penalty: 5587.193359
	Iteration 28Q: 3 clusters Score -8784068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8784058.000000 Penalty: 5587.193359
	Iteration 29Q: 3 clusters Score -8784058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8784062.000000 Penalty: 5587.193359
	Iteration 30Q: 3 clusters Score -8784062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77223 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8784065.000000 Penalty: 5587.193359
	Iteration 31Q: 3 clusters Score -8784065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8784060.000000 Penalty: 5587.193359
	Iteration 32Q: 3 clusters Score -8784060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8784084.000000 Penalty: 5587.193359
	Iteration 33Q: 3 clusters Score -8784084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8784085.000000 Penalty: 5587.193359
	Iteration 34Q: 3 clusters Score -8784085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8784089.000000 Penalty: 5587.193359
	Iteration 35Q: 3 clusters Score -8784089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77237 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8784094.000000 Penalty: 5587.193359
	Iteration 36Q: 3 clusters Score -8784094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77237 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8784085.000000 Penalty: 5587.193359
	Iteration 37Q: 3 clusters Score -8784085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8784089.000000 Penalty: 5587.193359
	Iteration 38Q: 3 clusters Score -8784089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8784093.000000 Penalty: 5587.193359
	Iteration 39Q: 3 clusters Score -8784093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8784099.000000 Penalty: 5587.193359
	Iteration 40F: 3 clusters Score -8784099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8784111.000000 Penalty: 5587.193359
	Iteration 41Q: 3 clusters Score -8784111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8784115.000000 Penalty: 5587.193359
	Iteration 42Q: 3 clusters Score -8784115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8784121.000000 Penalty: 5587.193359
	Iteration 43Q: 3 clusters Score -8784121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8784138.000000 Penalty: 5587.193359
	Iteration 44Q: 3 clusters Score -8784138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77265 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8784138.000000 Penalty: 5587.193359
	Iteration 45Q: 3 clusters Score -8784138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8784149.000000 Penalty: 5587.193359
	Iteration 46Q: 3 clusters Score -8784149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8784148.000000 Penalty: 5587.193359
	Iteration 47Q: 3 clusters Score -8784148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8784146.000000 Penalty: 5587.193359
	Iteration 48Q: 3 clusters Score -8784146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8784153.000000 Penalty: 5587.193359
	Iteration 49Q: 3 clusters Score -8784153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8784143.000000 Penalty: 5587.193359
	Iteration 50Q: 3 clusters Score -8784143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8784142.000000 Penalty: 5587.193359
	Iteration 51Q: 3 clusters Score -8784142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8784145.000000 Penalty: 5587.193359
	Iteration 52Q: 3 clusters Score -8784145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8784151.000000 Penalty: 5587.193359
	Iteration 53Q: 3 clusters Score -8784151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8784145.000000 Penalty: 5587.193359
	Iteration 54Q: 3 clusters Score -8784145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8784146.000000 Penalty: 5587.193359
	Iteration 55Q: 3 clusters Score -8784146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8784147.000000 Penalty: 5587.193359
	Iteration 56Q: 3 clusters Score -8784147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8784147.000000 Penalty: 5587.193359
	Iteration 57F: 3 clusters Score -8784147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -128993.945312 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -128993.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -127259.859375 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -127259.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -128069.960938 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -128070 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -128552.953125 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -128553 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -128749.257812 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -128749.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -128903.007812 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -128903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -128972.109375 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -128972.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -129030.593750 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -129030.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -129069.906250 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -129069.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -129092.734375 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -129092.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -129134.421875 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -129134.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -129163.617188 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -129163.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -129189.468750 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -129189.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -129201.609375 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -129201.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -129220.976562 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -129221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -129229.796875 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -129229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -129232.585938 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -129232.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -129240.039062 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -129240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -129240.101562 Penalty: 3367.330078
	Iteration 17F: 3 clusters Score -129240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -129242.843750 Penalty: 3367.330078
	Iteration 18Q: 3 clusters Score -129242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -129242.843750 Penalty: 3367.330078
	Iteration 19F: 3 clusters Score -129242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5348 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 622 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5605 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 350 members 
Entering Unmasked Estep 
Score: -154535152.000000 Penalty: 286492.562500
Splitting cluster 7 changes total score from -154536816.000000 to -154535152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Entering Unmasked Estep 
Score: -1291647.375000 Penalty: 2301.892090
	Iteration 0F: 2 clusters Score -1291647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1283496.125000 Penalty: 4603.784180
	Iteration 0F: 3 clusters Score -1283496 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1285966.375000 Penalty: 4603.784180
	Iteration 1F: 3 clusters Score -1285966 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1286444.250000 Penalty: 4603.784180
	Iteration 2F: 3 clusters Score -1286444 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1286968.750000 Penalty: 4603.784180
	Iteration 3F: 3 clusters Score -1286969 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1287496.375000 Penalty: 4603.784180
	Iteration 4F: 3 clusters Score -1287496 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1288113.500000 Penalty: 4603.784180
	Iteration 5F: 3 clusters Score -1288114 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1288808.500000 Penalty: 4603.784180
	Iteration 6F: 3 clusters Score -1288808 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1289534.875000 Penalty: 4603.784180
	Iteration 7F: 3 clusters Score -1289535 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1290139.375000 Penalty: 4603.784180
	Iteration 8F: 3 clusters Score -1290139 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1290601.625000 Penalty: 4603.784180
	Iteration 9Q: 3 clusters Score -1290602 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1290916.875000 Penalty: 4603.784180
	Iteration 10Q: 3 clusters Score -1290917 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1291092.625000 Penalty: 4603.784180
	Iteration 11Q: 3 clusters Score -1291093 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1291193.000000 Penalty: 4603.784180
	Iteration 12Q: 3 clusters Score -1291193 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1291237.125000 Penalty: 4603.784180
	Iteration 13Q: 3 clusters Score -1291237 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1291259.750000 Penalty: 4603.784180
	Iteration 14Q: 3 clusters Score -1291260 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1291275.250000 Penalty: 4603.784180
	Iteration 15Q: 3 clusters Score -1291275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1291282.000000 Penalty: 4603.784180
	Iteration 16Q: 3 clusters Score -1291282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1291297.875000 Penalty: 4603.784180
	Iteration 17Q: 3 clusters Score -1291298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1291298.250000 Penalty: 4603.784180
	Iteration 18Q: 3 clusters Score -1291298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1291304.500000 Penalty: 4603.784180
	Iteration 19Q: 3 clusters Score -1291304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1291309.000000 Penalty: 4603.784180
	Iteration 20F: 3 clusters Score -1291309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1291308.000000 Penalty: 4603.784180
	Iteration 21Q: 3 clusters Score -1291308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1291308.500000 Penalty: 4603.784180
	Iteration 22Q: 3 clusters Score -1291308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1291309.125000 Penalty: 4603.784180
	Iteration 23Q: 3 clusters Score -1291309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1291307.625000 Penalty: 4603.784180
	Iteration 24Q: 3 clusters Score -1291308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1291309.625000 Penalty: 4603.784180
	Iteration 25Q: 3 clusters Score -1291310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1291314.125000 Penalty: 4603.784180
	Iteration 26Q: 3 clusters Score -1291314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1291312.250000 Penalty: 4603.784180
	Iteration 27Q: 3 clusters Score -1291312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1291312.375000 Penalty: 4603.784180
	Iteration 28Q: 3 clusters Score -1291312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1291313.750000 Penalty: 4603.784180
	Iteration 29Q: 3 clusters Score -1291314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1291314.750000 Penalty: 4603.784180
	Iteration 30Q: 3 clusters Score -1291315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1291318.125000 Penalty: 4603.784180
	Iteration 31Q: 3 clusters Score -1291318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1291316.250000 Penalty: 4603.784180
	Iteration 32Q: 3 clusters Score -1291316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1291316.250000 Penalty: 4603.784180
	Iteration 33F: 3 clusters Score -1291316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Entering Unmasked Estep 
Score: -384524.718750 Penalty: 2008.840088
	Iteration 0F: 2 clusters Score -384524.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -381110.125000 Penalty: 4017.680176
	Iteration 0F: 3 clusters Score -381110.1 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -381887.531250 Penalty: 4017.680176
	Iteration 1F: 3 clusters Score -381887.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -382094.593750 Penalty: 4017.680176
	Iteration 2F: 3 clusters Score -382094.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -382248.406250 Penalty: 4017.680176
	Iteration 3Q: 3 clusters Score -382248.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -382403.656250 Penalty: 4017.680176
	Iteration 4F: 3 clusters Score -382403.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -382552.281250 Penalty: 4017.680176
	Iteration 5Q: 3 clusters Score -382552.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -382719.468750 Penalty: 4017.680176
	Iteration 6Q: 3 clusters Score -382719.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -382873.281250 Penalty: 4017.680176
	Iteration 7Q: 3 clusters Score -382873.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -382981.093750 Penalty: 4017.680176
	Iteration 8Q: 3 clusters Score -382981.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -383058.687500 Penalty: 4017.680176
	Iteration 9Q: 3 clusters Score -383058.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -383124.625000 Penalty: 4017.680176
	Iteration 10Q: 3 clusters Score -383124.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -383169.062500 Penalty: 4017.680176
	Iteration 11Q: 3 clusters Score -383169.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -383215.843750 Penalty: 4017.680176
	Iteration 12Q: 3 clusters Score -383215.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -383242.656250 Penalty: 4017.680176
	Iteration 13Q: 3 clusters Score -383242.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -383263.562500 Penalty: 4017.680176
	Iteration 14Q: 3 clusters Score -383263.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -383276.593750 Penalty: 4017.680176
	Iteration 15Q: 3 clusters Score -383276.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -383285.375000 Penalty: 4017.680176
	Iteration 16Q: 3 clusters Score -383285.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -383293.000000 Penalty: 4017.680176
	Iteration 17Q: 3 clusters Score -383293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -383297.750000 Penalty: 4017.680176
	Iteration 18Q: 3 clusters Score -383297.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -383303.250000 Penalty: 4017.680176
	Iteration 19Q: 3 clusters Score -383303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -383305.375000 Penalty: 4017.680176
	Iteration 20F: 3 clusters Score -383305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -383307.843750 Penalty: 4017.680176
	Iteration 21Q: 3 clusters Score -383307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -383309.031250 Penalty: 4017.680176
	Iteration 22Q: 3 clusters Score -383309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -383312.093750 Penalty: 4017.680176
	Iteration 23Q: 3 clusters Score -383312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -383313.562500 Penalty: 4017.680176
	Iteration 24Q: 3 clusters Score -383313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -383313.531250 Penalty: 4017.680176
	Iteration 25Q: 3 clusters Score -383313.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -383313.531250 Penalty: 4017.680176
	Iteration 26F: 3 clusters Score -383313.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Entering Unmasked Estep 
Score: -698457.250000 Penalty: 2148.086670
	Iteration 0F: 2 clusters Score -698457.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -693423.500000 Penalty: 4296.173340
	Iteration 0F: 3 clusters Score -693423.5 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -694672.125000 Penalty: 4296.173340
	Iteration 1F: 3 clusters Score -694672.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -694976.250000 Penalty: 4296.173340
	Iteration 2F: 3 clusters Score -694976.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -695200.312500 Penalty: 4296.173340
	Iteration 3F: 3 clusters Score -695200.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -695369.562500 Penalty: 4296.173340
	Iteration 4Q: 3 clusters Score -695369.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -695529.125000 Penalty: 4296.173340
	Iteration 5Q: 3 clusters Score -695529.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -695685.500000 Penalty: 4296.173340
	Iteration 6Q: 3 clusters Score -695685.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -695820.875000 Penalty: 4296.173340
	Iteration 7Q: 3 clusters Score -695820.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -695943.312500 Penalty: 4296.173340
	Iteration 8Q: 3 clusters Score -695943.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -696051.312500 Penalty: 4296.173340
	Iteration 9Q: 3 clusters Score -696051.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -696163.312500 Penalty: 4296.173340
	Iteration 10Q: 3 clusters Score -696163.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -696262.437500 Penalty: 4296.173340
	Iteration 11Q: 3 clusters Score -696262.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -696354.062500 Penalty: 4296.173340
	Iteration 12Q: 3 clusters Score -696354.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -696445.375000 Penalty: 4296.173340
	Iteration 13Q: 3 clusters Score -696445.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -696522.250000 Penalty: 4296.173340
	Iteration 14Q: 3 clusters Score -696522.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -696587.375000 Penalty: 4296.173340
	Iteration 15Q: 3 clusters Score -696587.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -696640.937500 Penalty: 4296.173340
	Iteration 16Q: 3 clusters Score -696640.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -696674.375000 Penalty: 4296.173340
	Iteration 17Q: 3 clusters Score -696674.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -696714.000000 Penalty: 4296.173340
	Iteration 18Q: 3 clusters Score -696714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -696747.187500 Penalty: 4296.173340
	Iteration 19Q: 3 clusters Score -696747.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -696789.937500 Penalty: 4296.173340
	Iteration 20F: 3 clusters Score -696789.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -696817.500000 Penalty: 4296.173340
	Iteration 21Q: 3 clusters Score -696817.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -696850.125000 Penalty: 4296.173340
	Iteration 22Q: 3 clusters Score -696850.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -696873.625000 Penalty: 4296.173340
	Iteration 23Q: 3 clusters Score -696873.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -696889.750000 Penalty: 4296.173340
	Iteration 24Q: 3 clusters Score -696889.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -696906.000000 Penalty: 4296.173340
	Iteration 25Q: 3 clusters Score -696906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -696915.312500 Penalty: 4296.173340
	Iteration 26Q: 3 clusters Score -696915.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -696935.625000 Penalty: 4296.173340
	Iteration 27Q: 3 clusters Score -696935.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -696950.437500 Penalty: 4296.173340
	Iteration 28Q: 3 clusters Score -696950.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -696963.687500 Penalty: 4296.173340
	Iteration 29Q: 3 clusters Score -696963.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -696969.062500 Penalty: 4296.173340
	Iteration 30Q: 3 clusters Score -696969.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -696976.625000 Penalty: 4296.173340
	Iteration 31Q: 3 clusters Score -696976.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -696981.312500 Penalty: 4296.173340
	Iteration 32Q: 3 clusters Score -696981.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -696985.625000 Penalty: 4296.173340
	Iteration 33Q: 3 clusters Score -696985.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -696988.250000 Penalty: 4296.173340
	Iteration 34Q: 3 clusters Score -696988.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -696992.375000 Penalty: 4296.173340
	Iteration 35Q: 3 clusters Score -696992.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -696996.125000 Penalty: 4296.173340
	Iteration 36Q: 3 clusters Score -696996.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -696997.875000 Penalty: 4296.173340
	Iteration 37Q: 3 clusters Score -696997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -696999.125000 Penalty: 4296.173340
	Iteration 38Q: 3 clusters Score -696999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -696999.125000 Penalty: 4296.173340
	Iteration 39F: 3 clusters Score -696999.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Entering Unmasked Estep 
Score: -843419.250000 Penalty: 2200.515869
	Iteration 0F: 2 clusters Score -843419.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -837534.875000 Penalty: 4401.031738
	Iteration 0F: 3 clusters Score -837534.9 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -839068.562500 Penalty: 4401.031738
	Iteration 1F: 3 clusters Score -839068.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -839432.562500 Penalty: 4401.031738
	Iteration 2F: 3 clusters Score -839432.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -839813.187500 Penalty: 4401.031738
	Iteration 3F: 3 clusters Score -839813.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -840261.312500 Penalty: 4401.031738
	Iteration 4F: 3 clusters Score -840261.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -840870.812500 Penalty: 4401.031738
	Iteration 5F: 3 clusters Score -840870.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -841448.187500 Penalty: 4401.031738
	Iteration 6F: 3 clusters Score -841448.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -841916.562500 Penalty: 4401.031738
	Iteration 7F: 3 clusters Score -841916.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -842258.875000 Penalty: 4401.031738
	Iteration 8F: 3 clusters Score -842258.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -842488.437500 Penalty: 4401.031738
	Iteration 9Q: 3 clusters Score -842488.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -842625.875000 Penalty: 4401.031738
	Iteration 10Q: 3 clusters Score -842625.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -842701.625000 Penalty: 4401.031738
	Iteration 11Q: 3 clusters Score -842701.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -842751.750000 Penalty: 4401.031738
	Iteration 12Q: 3 clusters Score -842751.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -842781.937500 Penalty: 4401.031738
	Iteration 13Q: 3 clusters Score -842781.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -842796.187500 Penalty: 4401.031738
	Iteration 14Q: 3 clusters Score -842796.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -842806.375000 Penalty: 4401.031738
	Iteration 15Q: 3 clusters Score -842806.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -842815.125000 Penalty: 4401.031738
	Iteration 16Q: 3 clusters Score -842815.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -842819.312500 Penalty: 4401.031738
	Iteration 17Q: 3 clusters Score -842819.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -842822.812500 Penalty: 4401.031738
	Iteration 18Q: 3 clusters Score -842822.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -842830.875000 Penalty: 4401.031738
	Iteration 19Q: 3 clusters Score -842830.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -842841.687500 Penalty: 4401.031738
	Iteration 20F: 3 clusters Score -842841.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -842844.500000 Penalty: 4401.031738
	Iteration 21Q: 3 clusters Score -842844.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -842849.312500 Penalty: 4401.031738
	Iteration 22Q: 3 clusters Score -842849.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -842850.687500 Penalty: 4401.031738
	Iteration 23Q: 3 clusters Score -842850.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -842850.062500 Penalty: 4401.031738
	Iteration 24Q: 3 clusters Score -842850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -842853.500000 Penalty: 4401.031738
	Iteration 25Q: 3 clusters Score -842853.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -842855.812500 Penalty: 4401.031738
	Iteration 26Q: 3 clusters Score -842855.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -842857.312500 Penalty: 4401.031738
	Iteration 27Q: 3 clusters Score -842857.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -842856.437500 Penalty: 4401.031738
	Iteration 28Q: 3 clusters Score -842856.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -842859.250000 Penalty: 4401.031738
	Iteration 29Q: 3 clusters Score -842859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -842859.500000 Penalty: 4401.031738
	Iteration 30Q: 3 clusters Score -842859.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -842859.500000 Penalty: 4401.031738
	Iteration 31F: 3 clusters Score -842859.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95531 members 
Entering Unmasked Estep 
Score: -11606030.000000 Penalty: 2843.867188
	Iteration 0F: 2 clusters Score -1.160603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -11542078.000000 Penalty: 5687.734375
	Iteration 0F: 3 clusters Score -1.154208e+07 nChanged 45040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -11567744.000000 Penalty: 5687.734375
	Iteration 1F: 3 clusters Score -1.156774e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -11568622.000000 Penalty: 5687.734375
	Iteration 2Q: 3 clusters Score -1.156862e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -11569614.000000 Penalty: 5687.734375
	Iteration 3Q: 3 clusters Score -1.156961e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -11570723.000000 Penalty: 5687.734375
	Iteration 4Q: 3 clusters Score -1.157072e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -11572414.000000 Penalty: 5687.734375
	Iteration 5Q: 3 clusters Score -1.157241e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -11574835.000000 Penalty: 5687.734375
	Iteration 6F: 3 clusters Score -1.157484e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -11578377.000000 Penalty: 5687.734375
	Iteration 7F: 3 clusters Score -1.157838e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -11583093.000000 Penalty: 5687.734375
	Iteration 8F: 3 clusters Score -1.158309e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -11588657.000000 Penalty: 5687.734375
	Iteration 9F: 3 clusters Score -1.158866e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 83282 members 
Entering Unmasked Estep 
Score: -11593659.000000 Penalty: 5687.734375
	Iteration 10F: 3 clusters Score -1.159366e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 87674 members 
Entering Unmasked Estep 
Score: -11597615.000000 Penalty: 5687.734375
	Iteration 11Q: 3 clusters Score -1.159762e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 90551 members 
Entering Unmasked Estep 
Score: -11600037.000000 Penalty: 5687.734375
	Iteration 12Q: 3 clusters Score -1.160004e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 92305 members 
Entering Unmasked Estep 
Score: -11601494.000000 Penalty: 5687.734375
	Iteration 13Q: 3 clusters Score -1.160149e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -11602309.000000 Penalty: 5687.734375
	Iteration 14Q: 3 clusters Score -1.160231e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -11602816.000000 Penalty: 5687.734375
	Iteration 15Q: 3 clusters Score -1.160282e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 94356 members 
Entering Unmasked Estep 
Score: -11603102.000000 Penalty: 5687.734375
	Iteration 16Q: 3 clusters Score -1.16031e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 94587 members 
Entering Unmasked Estep 
Score: -11603303.000000 Penalty: 5687.734375
	Iteration 17Q: 3 clusters Score -1.16033e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 94714 members 
Entering Unmasked Estep 
Score: -11603425.000000 Penalty: 5687.734375
	Iteration 18Q: 3 clusters Score -1.160342e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -11603467.000000 Penalty: 5687.734375
	Iteration 19Q: 3 clusters Score -1.160347e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 94830 members 
Entering Unmasked Estep 
Score: -11603502.000000 Penalty: 5687.734375
	Iteration 20F: 3 clusters Score -1.16035e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 94868 members 
Entering Unmasked Estep 
Score: -11603526.000000 Penalty: 5687.734375
	Iteration 21Q: 3 clusters Score -1.160353e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 94895 members 
Entering Unmasked Estep 
Score: -11603561.000000 Penalty: 5687.734375
	Iteration 22Q: 3 clusters Score -1.160356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 94915 members 
Entering Unmasked Estep 
Score: -11603571.000000 Penalty: 5687.734375
	Iteration 23Q: 3 clusters Score -1.160357e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -11603582.000000 Penalty: 5687.734375
	Iteration 24Q: 3 clusters Score -1.160358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 94946 members 
Entering Unmasked Estep 
Score: -11603577.000000 Penalty: 5687.734375
	Iteration 25Q: 3 clusters Score -1.160358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 94955 members 
Entering Unmasked Estep 
Score: -11603588.000000 Penalty: 5687.734375
	Iteration 26Q: 3 clusters Score -1.160359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -11603602.000000 Penalty: 5687.734375
	Iteration 27Q: 3 clusters Score -1.16036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 94972 members 
Entering Unmasked Estep 
Score: -11603602.000000 Penalty: 5687.734375
	Iteration 28Q: 3 clusters Score -1.16036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -11603606.000000 Penalty: 5687.734375
	Iteration 29Q: 3 clusters Score -1.160361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 94977 members 
Entering Unmasked Estep 
Score: -11603602.000000 Penalty: 5687.734375
	Iteration 30Q: 3 clusters Score -1.16036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 94980 members 
Entering Unmasked Estep 
Score: -11603603.000000 Penalty: 5687.734375
	Iteration 31Q: 3 clusters Score -1.16036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 94986 members 
Entering Unmasked Estep 
Score: -11603620.000000 Penalty: 5687.734375
	Iteration 32Q: 3 clusters Score -1.160362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 94992 members 
Entering Unmasked Estep 
Score: -11603623.000000 Penalty: 5687.734375
	Iteration 33Q: 3 clusters Score -1.160362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 94998 members 
Entering Unmasked Estep 
Score: -11603638.000000 Penalty: 5687.734375
	Iteration 34Q: 3 clusters Score -1.160364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 94998 members 
Entering Unmasked Estep 
Score: -11603638.000000 Penalty: 5687.734375
	Iteration 35F: 3 clusters Score -1.160364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -565800.375000 Penalty: 2082.805664
	Iteration 0F: 2 clusters Score -565800.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -561636.187500 Penalty: 4165.611328
	Iteration 0F: 3 clusters Score -561636.2 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -562570.875000 Penalty: 4165.611328
	Iteration 1F: 3 clusters Score -562570.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -562743.812500 Penalty: 4165.611328
	Iteration 2F: 3 clusters Score -562743.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -562859.500000 Penalty: 4165.611328
	Iteration 3Q: 3 clusters Score -562859.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -562937.062500 Penalty: 4165.611328
	Iteration 4Q: 3 clusters Score -562937.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -562989.500000 Penalty: 4165.611328
	Iteration 5Q: 3 clusters Score -562989.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -563031.875000 Penalty: 4165.611328
	Iteration 6Q: 3 clusters Score -563031.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -563063.750000 Penalty: 4165.611328
	Iteration 7Q: 3 clusters Score -563063.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -563084.875000 Penalty: 4165.611328
	Iteration 8Q: 3 clusters Score -563084.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -563106.375000 Penalty: 4165.611328
	Iteration 9Q: 3 clusters Score -563106.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -563121.812500 Penalty: 4165.611328
	Iteration 10Q: 3 clusters Score -563121.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -563141.312500 Penalty: 4165.611328
	Iteration 11Q: 3 clusters Score -563141.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -563159.437500 Penalty: 4165.611328
	Iteration 12Q: 3 clusters Score -563159.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -563174.125000 Penalty: 4165.611328
	Iteration 13Q: 3 clusters Score -563174.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -563185.750000 Penalty: 4165.611328
	Iteration 14Q: 3 clusters Score -563185.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -563195.937500 Penalty: 4165.611328
	Iteration 15Q: 3 clusters Score -563195.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -563207.125000 Penalty: 4165.611328
	Iteration 16Q: 3 clusters Score -563207.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -563214.812500 Penalty: 4165.611328
	Iteration 17Q: 3 clusters Score -563214.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -563220.125000 Penalty: 4165.611328
	Iteration 18Q: 3 clusters Score -563220.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -563221.875000 Penalty: 4165.611328
	Iteration 19Q: 3 clusters Score -563221.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -563224.437500 Penalty: 4165.611328
	Iteration 20F: 3 clusters Score -563224.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -563225.625000 Penalty: 4165.611328
	Iteration 21Q: 3 clusters Score -563225.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -563229.625000 Penalty: 4165.611328
	Iteration 22Q: 3 clusters Score -563229.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -563232.250000 Penalty: 4165.611328
	Iteration 23Q: 3 clusters Score -563232.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -563233.250000 Penalty: 4165.611328
	Iteration 24Q: 3 clusters Score -563233.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -563234.625000 Penalty: 4165.611328
	Iteration 25Q: 3 clusters Score -563234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -563234.750000 Penalty: 4165.611328
	Iteration 26Q: 3 clusters Score -563234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -563234.687500 Penalty: 4165.611328
	Iteration 27Q: 3 clusters Score -563234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -563235.375000 Penalty: 4165.611328
	Iteration 28Q: 3 clusters Score -563235.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -563235.375000 Penalty: 4165.611328
	Iteration 29F: 3 clusters Score -563235.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Entering Unmasked Estep 
Score: -962502.562500 Penalty: 2227.363525
	Iteration 0F: 2 clusters Score -962502.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -956133.000000 Penalty: 4454.727051
	Iteration 0F: 3 clusters Score -956133 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -957945.437500 Penalty: 4454.727051
	Iteration 1F: 3 clusters Score -957945.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -958291.125000 Penalty: 4454.727051
	Iteration 2F: 3 clusters Score -958291.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -958565.062500 Penalty: 4454.727051
	Iteration 3F: 3 clusters Score -958565.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -958781.187500 Penalty: 4454.727051
	Iteration 4F: 3 clusters Score -958781.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -958938.500000 Penalty: 4454.727051
	Iteration 5Q: 3 clusters Score -958938.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -959086.562500 Penalty: 4454.727051
	Iteration 6Q: 3 clusters Score -959086.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -959234.437500 Penalty: 4454.727051
	Iteration 7Q: 3 clusters Score -959234.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -959365.750000 Penalty: 4454.727051
	Iteration 8Q: 3 clusters Score -959365.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -959489.500000 Penalty: 4454.727051
	Iteration 9Q: 3 clusters Score -959489.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -959584.000000 Penalty: 4454.727051
	Iteration 10Q: 3 clusters Score -959584 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -959665.500000 Penalty: 4454.727051
	Iteration 11Q: 3 clusters Score -959665.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -959733.250000 Penalty: 4454.727051
	Iteration 12Q: 3 clusters Score -959733.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -959790.562500 Penalty: 4454.727051
	Iteration 13Q: 3 clusters Score -959790.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -959837.312500 Penalty: 4454.727051
	Iteration 14Q: 3 clusters Score -959837.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -959879.687500 Penalty: 4454.727051
	Iteration 15Q: 3 clusters Score -959879.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -959921.437500 Penalty: 4454.727051
	Iteration 16Q: 3 clusters Score -959921.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -959972.687500 Penalty: 4454.727051
	Iteration 17Q: 3 clusters Score -959972.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -960014.125000 Penalty: 4454.727051
	Iteration 18Q: 3 clusters Score -960014.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -960069.062500 Penalty: 4454.727051
	Iteration 19Q: 3 clusters Score -960069.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -960110.312500 Penalty: 4454.727051
	Iteration 20F: 3 clusters Score -960110.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -960147.437500 Penalty: 4454.727051
	Iteration 21Q: 3 clusters Score -960147.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -960181.437500 Penalty: 4454.727051
	Iteration 22Q: 3 clusters Score -960181.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -960216.812500 Penalty: 4454.727051
	Iteration 23Q: 3 clusters Score -960216.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -960259.750000 Penalty: 4454.727051
	Iteration 24Q: 3 clusters Score -960259.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -960301.437500 Penalty: 4454.727051
	Iteration 25Q: 3 clusters Score -960301.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -960332.250000 Penalty: 4454.727051
	Iteration 26Q: 3 clusters Score -960332.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -960361.875000 Penalty: 4454.727051
	Iteration 27Q: 3 clusters Score -960361.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -960391.000000 Penalty: 4454.727051
	Iteration 28Q: 3 clusters Score -960391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -960419.312500 Penalty: 4454.727051
	Iteration 29Q: 3 clusters Score -960419.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -960436.125000 Penalty: 4454.727051
	Iteration 30Q: 3 clusters Score -960436.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -960453.750000 Penalty: 4454.727051
	Iteration 31Q: 3 clusters Score -960453.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -960470.125000 Penalty: 4454.727051
	Iteration 32Q: 3 clusters Score -960470.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -960488.187500 Penalty: 4454.727051
	Iteration 33Q: 3 clusters Score -960488.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -960502.562500 Penalty: 4454.727051
	Iteration 34Q: 3 clusters Score -960502.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -960514.500000 Penalty: 4454.727051
	Iteration 35Q: 3 clusters Score -960514.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -960526.125000 Penalty: 4454.727051
	Iteration 36Q: 3 clusters Score -960526.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -960538.062500 Penalty: 4454.727051
	Iteration 37Q: 3 clusters Score -960538.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -960552.312500 Penalty: 4454.727051
	Iteration 38Q: 3 clusters Score -960552.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -960570.250000 Penalty: 4454.727051
	Iteration 39Q: 3 clusters Score -960570.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -960580.312500 Penalty: 4454.727051
	Iteration 40F: 3 clusters Score -960580.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -960588.125000 Penalty: 4454.727051
	Iteration 41Q: 3 clusters Score -960588.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -960594.000000 Penalty: 4454.727051
	Iteration 42Q: 3 clusters Score -960594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -960605.437500 Penalty: 4454.727051
	Iteration 43Q: 3 clusters Score -960605.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -960611.812500 Penalty: 4454.727051
	Iteration 44Q: 3 clusters Score -960611.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -960617.500000 Penalty: 4454.727051
	Iteration 45Q: 3 clusters Score -960617.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -960621.375000 Penalty: 4454.727051
	Iteration 46Q: 3 clusters Score -960621.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -960624.625000 Penalty: 4454.727051
	Iteration 47Q: 3 clusters Score -960624.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -960627.687500 Penalty: 4454.727051
	Iteration 48Q: 3 clusters Score -960627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -960628.125000 Penalty: 4454.727051
	Iteration 49Q: 3 clusters Score -960628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -960629.250000 Penalty: 4454.727051
	Iteration 50Q: 3 clusters Score -960629.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -960630.625000 Penalty: 4454.727051
	Iteration 51Q: 3 clusters Score -960630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -960631.125000 Penalty: 4454.727051
	Iteration 52Q: 3 clusters Score -960631.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -960632.000000 Penalty: 4454.727051
	Iteration 53Q: 3 clusters Score -960632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -960632.000000 Penalty: 4454.727051
	Iteration 54F: 3 clusters Score -960632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (135222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135222 members 
Entering Unmasked Estep 
Score: -16417495.000000 Penalty: 2930.039062
	Iteration 0F: 2 clusters Score -1.64175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -16327388.000000 Penalty: 5860.078125
	Iteration 0F: 3 clusters Score -1.632739e+07 nChanged 64436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -16365037.000000 Penalty: 5860.078125
	Iteration 1F: 3 clusters Score -1.636504e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -16366357.000000 Penalty: 5860.078125
	Iteration 2Q: 3 clusters Score -1.636636e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -16367885.000000 Penalty: 5860.078125
	Iteration 3Q: 3 clusters Score -1.636788e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74120 members 
Mstep: Class 2 contains 61102 members 
Entering Unmasked Estep 
Score: -16369824.000000 Penalty: 5860.078125
	Iteration 4Q: 3 clusters Score -1.636982e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -16372463.000000 Penalty: 5860.078125
	Iteration 5Q: 3 clusters Score -1.637246e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -16375976.000000 Penalty: 5860.078125
	Iteration 6F: 3 clusters Score -1.637598e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87951 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -16380268.000000 Penalty: 5860.078125
	Iteration 7F: 3 clusters Score -1.638027e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94041 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -16384852.000000 Penalty: 5860.078125
	Iteration 8F: 3 clusters Score -1.638485e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100243 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -16389794.000000 Penalty: 5860.078125
	Iteration 9F: 3 clusters Score -1.638979e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -16394541.000000 Penalty: 5860.078125
	Iteration 10Q: 3 clusters Score -1.639454e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110887 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -16398889.000000 Penalty: 5860.078125
	Iteration 11Q: 3 clusters Score -1.639889e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114732 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -16402425.000000 Penalty: 5860.078125
	Iteration 12Q: 3 clusters Score -1.640242e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117716 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -16404797.000000 Penalty: 5860.078125
	Iteration 13Q: 3 clusters Score -1.64048e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120187 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -16406558.000000 Penalty: 5860.078125
	Iteration 14Q: 3 clusters Score -1.640656e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122318 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -16407917.000000 Penalty: 5860.078125
	Iteration 15Q: 3 clusters Score -1.640792e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124192 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -16409056.000000 Penalty: 5860.078125
	Iteration 16Q: 3 clusters Score -1.640906e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125862 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -16409988.000000 Penalty: 5860.078125
	Iteration 17Q: 3 clusters Score -1.640999e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127316 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -16410924.000000 Penalty: 5860.078125
	Iteration 18Q: 3 clusters Score -1.641092e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128586 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -16411716.000000 Penalty: 5860.078125
	Iteration 19Q: 3 clusters Score -1.641172e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129633 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -16412382.000000 Penalty: 5860.078125
	Iteration 20F: 3 clusters Score -1.641238e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130544 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -16412914.000000 Penalty: 5860.078125
	Iteration 21Q: 3 clusters Score -1.641291e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131313 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -16413375.000000 Penalty: 5860.078125
	Iteration 22Q: 3 clusters Score -1.641338e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131930 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -16413765.000000 Penalty: 5860.078125
	Iteration 23Q: 3 clusters Score -1.641376e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132445 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -16414033.000000 Penalty: 5860.078125
	Iteration 24Q: 3 clusters Score -1.641403e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132830 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -16414259.000000 Penalty: 5860.078125
	Iteration 25Q: 3 clusters Score -1.641426e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133132 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -16414398.000000 Penalty: 5860.078125
	Iteration 26Q: 3 clusters Score -1.64144e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133372 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -16414451.000000 Penalty: 5860.078125
	Iteration 27Q: 3 clusters Score -1.641445e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133545 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -16414579.000000 Penalty: 5860.078125
	Iteration 28Q: 3 clusters Score -1.641458e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133680 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -16414652.000000 Penalty: 5860.078125
	Iteration 29Q: 3 clusters Score -1.641465e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133771 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -16414696.000000 Penalty: 5860.078125
	Iteration 30Q: 3 clusters Score -1.64147e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133866 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -16414726.000000 Penalty: 5860.078125
	Iteration 31Q: 3 clusters Score -1.641473e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133949 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -16414754.000000 Penalty: 5860.078125
	Iteration 32Q: 3 clusters Score -1.641475e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134004 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -16414781.000000 Penalty: 5860.078125
	Iteration 33Q: 3 clusters Score -1.641478e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134051 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16414829.000000 Penalty: 5860.078125
	Iteration 34Q: 3 clusters Score -1.641483e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134089 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -16414850.000000 Penalty: 5860.078125
	Iteration 35Q: 3 clusters Score -1.641485e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134134 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -16414877.000000 Penalty: 5860.078125
	Iteration 36Q: 3 clusters Score -1.641488e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134167 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -16414888.000000 Penalty: 5860.078125
	Iteration 37Q: 3 clusters Score -1.641489e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134191 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -16414893.000000 Penalty: 5860.078125
	Iteration 38Q: 3 clusters Score -1.641489e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134216 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -16414930.000000 Penalty: 5860.078125
	Iteration 39Q: 3 clusters Score -1.641493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134239 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -16414943.000000 Penalty: 5860.078125
	Iteration 40F: 3 clusters Score -1.641494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134257 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -16414948.000000 Penalty: 5860.078125
	Iteration 41Q: 3 clusters Score -1.641495e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134273 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -16414980.000000 Penalty: 5860.078125
	Iteration 42Q: 3 clusters Score -1.641498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134291 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16415007.000000 Penalty: 5860.078125
	Iteration 43Q: 3 clusters Score -1.641501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134310 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16415024.000000 Penalty: 5860.078125
	Iteration 44Q: 3 clusters Score -1.641502e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134324 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -16415021.000000 Penalty: 5860.078125
	Iteration 45Q: 3 clusters Score -1.641502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134334 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -16415026.000000 Penalty: 5860.078125
	Iteration 46Q: 3 clusters Score -1.641503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134342 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16415042.000000 Penalty: 5860.078125
	Iteration 47Q: 3 clusters Score -1.641504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134348 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -16415038.000000 Penalty: 5860.078125
	Iteration 48Q: 3 clusters Score -1.641504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134353 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -16415034.000000 Penalty: 5860.078125
	Iteration 49Q: 3 clusters Score -1.641503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134359 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -16415031.000000 Penalty: 5860.078125
	Iteration 50Q: 3 clusters Score -1.641503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134366 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -16415066.000000 Penalty: 5860.078125
	Iteration 51Q: 3 clusters Score -1.641507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134372 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -16415058.000000 Penalty: 5860.078125
	Iteration 52Q: 3 clusters Score -1.641506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134373 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16415056.000000 Penalty: 5860.078125
	Iteration 53Q: 3 clusters Score -1.641506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134379 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -16415064.000000 Penalty: 5860.078125
	Iteration 54Q: 3 clusters Score -1.641506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134386 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16415068.000000 Penalty: 5860.078125
	Iteration 55Q: 3 clusters Score -1.641507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134393 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -16415080.000000 Penalty: 5860.078125
	Iteration 56Q: 3 clusters Score -1.641508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134403 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -16415080.000000 Penalty: 5860.078125
	Iteration 57Q: 3 clusters Score -1.641508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134408 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -16415092.000000 Penalty: 5860.078125
	Iteration 58Q: 3 clusters Score -1.641509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134420 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -16415094.000000 Penalty: 5860.078125
	Iteration 59Q: 3 clusters Score -1.641509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134428 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -16415109.000000 Penalty: 5860.078125
	Iteration 60F: 3 clusters Score -1.641511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134431 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -16415108.000000 Penalty: 5860.078125
	Iteration 61Q: 3 clusters Score -1.641511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134434 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -16415103.000000 Penalty: 5860.078125
	Iteration 62Q: 3 clusters Score -1.64151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134438 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -16415114.000000 Penalty: 5860.078125
	Iteration 63Q: 3 clusters Score -1.641511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134441 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -16415117.000000 Penalty: 5860.078125
	Iteration 64Q: 3 clusters Score -1.641512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134440 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -16415119.000000 Penalty: 5860.078125
	Iteration 65Q: 3 clusters Score -1.641512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134438 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -16415121.000000 Penalty: 5860.078125
	Iteration 66Q: 3 clusters Score -1.641512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134440 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -16415115.000000 Penalty: 5860.078125
	Iteration 67Q: 3 clusters Score -1.641512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134444 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -16415120.000000 Penalty: 5860.078125
	Iteration 68Q: 3 clusters Score -1.641512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -16415127.000000 Penalty: 5860.078125
	Iteration 69Q: 3 clusters Score -1.641513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134450 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -16415129.000000 Penalty: 5860.078125
	Iteration 70Q: 3 clusters Score -1.641513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134456 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -16415130.000000 Penalty: 5860.078125
	Iteration 71Q: 3 clusters Score -1.641513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134459 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -16415131.000000 Penalty: 5860.078125
	Iteration 72Q: 3 clusters Score -1.641513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134461 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -16415131.000000 Penalty: 5860.078125
	Iteration 73Q: 3 clusters Score -1.641513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134462 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -16415126.000000 Penalty: 5860.078125
	Iteration 74Q: 3 clusters Score -1.641513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134462 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -16415126.000000 Penalty: 5860.078125
	Iteration 75F: 3 clusters Score -1.641513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Entering Unmasked Estep 
Score: -596312.375000 Penalty: 2117.369385
	Iteration 0F: 2 clusters Score -596312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -591750.687500 Penalty: 4234.738770
	Iteration 0F: 3 clusters Score -591750.7 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -592879.500000 Penalty: 4234.738770
	Iteration 1F: 3 clusters Score -592879.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -593114.250000 Penalty: 4234.738770
	Iteration 2F: 3 clusters Score -593114.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -593299.937500 Penalty: 4234.738770
	Iteration 3F: 3 clusters Score -593299.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -593474.875000 Penalty: 4234.738770
	Iteration 4Q: 3 clusters Score -593474.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -593716.750000 Penalty: 4234.738770
	Iteration 5F: 3 clusters Score -593716.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -593970.687500 Penalty: 4234.738770
	Iteration 6F: 3 clusters Score -593970.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -594213.812500 Penalty: 4234.738770
	Iteration 7F: 3 clusters Score -594213.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -594360.500000 Penalty: 4234.738770
	Iteration 8Q: 3 clusters Score -594360.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -594458.312500 Penalty: 4234.738770
	Iteration 9Q: 3 clusters Score -594458.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -594531.562500 Penalty: 4234.738770
	Iteration 10Q: 3 clusters Score -594531.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -594585.125000 Penalty: 4234.738770
	Iteration 11Q: 3 clusters Score -594585.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -594627.125000 Penalty: 4234.738770
	Iteration 12Q: 3 clusters Score -594627.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -594662.375000 Penalty: 4234.738770
	Iteration 13Q: 3 clusters Score -594662.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -594690.125000 Penalty: 4234.738770
	Iteration 14Q: 3 clusters Score -594690.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -594702.812500 Penalty: 4234.738770
	Iteration 15Q: 3 clusters Score -594702.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -594710.875000 Penalty: 4234.738770
	Iteration 16Q: 3 clusters Score -594710.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -594718.187500 Penalty: 4234.738770
	Iteration 17Q: 3 clusters Score -594718.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -594722.875000 Penalty: 4234.738770
	Iteration 18Q: 3 clusters Score -594722.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -594730.062500 Penalty: 4234.738770
	Iteration 19Q: 3 clusters Score -594730.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -594738.937500 Penalty: 4234.738770
	Iteration 20F: 3 clusters Score -594738.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -594751.187500 Penalty: 4234.738770
	Iteration 21Q: 3 clusters Score -594751.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -594765.812500 Penalty: 4234.738770
	Iteration 22Q: 3 clusters Score -594765.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -594777.625000 Penalty: 4234.738770
	Iteration 23Q: 3 clusters Score -594777.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -594786.437500 Penalty: 4234.738770
	Iteration 24Q: 3 clusters Score -594786.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -594792.750000 Penalty: 4234.738770
	Iteration 25Q: 3 clusters Score -594792.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -594799.687500 Penalty: 4234.738770
	Iteration 26Q: 3 clusters Score -594799.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -594801.562500 Penalty: 4234.738770
	Iteration 27Q: 3 clusters Score -594801.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -594804.250000 Penalty: 4234.738770
	Iteration 28Q: 3 clusters Score -594804.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -594806.750000 Penalty: 4234.738770
	Iteration 29Q: 3 clusters Score -594806.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -594812.687500 Penalty: 4234.738770
	Iteration 30Q: 3 clusters Score -594812.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -594819.437500 Penalty: 4234.738770
	Iteration 31Q: 3 clusters Score -594819.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -594826.562500 Penalty: 4234.738770
	Iteration 32Q: 3 clusters Score -594826.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -594830.062500 Penalty: 4234.738770
	Iteration 33Q: 3 clusters Score -594830.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -594834.000000 Penalty: 4234.738770
	Iteration 34Q: 3 clusters Score -594834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -594836.750000 Penalty: 4234.738770
	Iteration 35Q: 3 clusters Score -594836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -594840.000000 Penalty: 4234.738770
	Iteration 36Q: 3 clusters Score -594840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -594841.312500 Penalty: 4234.738770
	Iteration 37Q: 3 clusters Score -594841.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -594845.875000 Penalty: 4234.738770
	Iteration 38Q: 3 clusters Score -594845.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -594847.312500 Penalty: 4234.738770
	Iteration 39Q: 3 clusters Score -594847.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -594851.062500 Penalty: 4234.738770
	Iteration 40F: 3 clusters Score -594851.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -594853.937500 Penalty: 4234.738770
	Iteration 41Q: 3 clusters Score -594853.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -594857.312500 Penalty: 4234.738770
	Iteration 42Q: 3 clusters Score -594857.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -594861.375000 Penalty: 4234.738770
	Iteration 43Q: 3 clusters Score -594861.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -594863.875000 Penalty: 4234.738770
	Iteration 44Q: 3 clusters Score -594863.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -594868.812500 Penalty: 4234.738770
	Iteration 45Q: 3 clusters Score -594868.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -594878.000000 Penalty: 4234.738770
	Iteration 46Q: 3 clusters Score -594878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -594890.437500 Penalty: 4234.738770
	Iteration 47Q: 3 clusters Score -594890.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -594906.250000 Penalty: 4234.738770
	Iteration 48Q: 3 clusters Score -594906.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -594919.562500 Penalty: 4234.738770
	Iteration 49Q: 3 clusters Score -594919.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -594935.875000 Penalty: 4234.738770
	Iteration 50Q: 3 clusters Score -594935.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -594948.250000 Penalty: 4234.738770
	Iteration 51Q: 3 clusters Score -594948.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -594960.062500 Penalty: 4234.738770
	Iteration 52Q: 3 clusters Score -594960.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -594971.750000 Penalty: 4234.738770
	Iteration 53Q: 3 clusters Score -594971.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -594982.187500 Penalty: 4234.738770
	Iteration 54Q: 3 clusters Score -594982.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -594991.687500 Penalty: 4234.738770
	Iteration 55Q: 3 clusters Score -594991.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -594999.812500 Penalty: 4234.738770
	Iteration 56Q: 3 clusters Score -594999.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -595006.500000 Penalty: 4234.738770
	Iteration 57Q: 3 clusters Score -595006.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -595012.812500 Penalty: 4234.738770
	Iteration 58Q: 3 clusters Score -595012.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -595017.312500 Penalty: 4234.738770
	Iteration 59Q: 3 clusters Score -595017.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -595023.000000 Penalty: 4234.738770
	Iteration 60F: 3 clusters Score -595023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -595029.625000 Penalty: 4234.738770
	Iteration 61Q: 3 clusters Score -595029.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -595033.500000 Penalty: 4234.738770
	Iteration 62Q: 3 clusters Score -595033.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -595040.000000 Penalty: 4234.738770
	Iteration 63Q: 3 clusters Score -595040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -595045.187500 Penalty: 4234.738770
	Iteration 64Q: 3 clusters Score -595045.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -595050.125000 Penalty: 4234.738770
	Iteration 65Q: 3 clusters Score -595050.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -595054.000000 Penalty: 4234.738770
	Iteration 66Q: 3 clusters Score -595054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -595059.625000 Penalty: 4234.738770
	Iteration 67Q: 3 clusters Score -595059.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -595064.875000 Penalty: 4234.738770
	Iteration 68Q: 3 clusters Score -595064.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -595068.187500 Penalty: 4234.738770
	Iteration 69Q: 3 clusters Score -595068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -595069.750000 Penalty: 4234.738770
	Iteration 70Q: 3 clusters Score -595069.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -595071.250000 Penalty: 4234.738770
	Iteration 71Q: 3 clusters Score -595071.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -595074.250000 Penalty: 4234.738770
	Iteration 72Q: 3 clusters Score -595074.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -595079.687500 Penalty: 4234.738770
	Iteration 73Q: 3 clusters Score -595079.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -595085.812500 Penalty: 4234.738770
	Iteration 74Q: 3 clusters Score -595085.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -595091.125000 Penalty: 4234.738770
	Iteration 75Q: 3 clusters Score -595091.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -595097.062500 Penalty: 4234.738770
	Iteration 76Q: 3 clusters Score -595097.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -595101.875000 Penalty: 4234.738770
	Iteration 77Q: 3 clusters Score -595101.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -595102.437500 Penalty: 4234.738770
	Iteration 78Q: 3 clusters Score -595102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -595104.437500 Penalty: 4234.738770
	Iteration 79Q: 3 clusters Score -595104.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -595108.687500 Penalty: 4234.738770
	Iteration 80F: 3 clusters Score -595108.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -595111.000000 Penalty: 4234.738770
	Iteration 81Q: 3 clusters Score -595111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -595114.500000 Penalty: 4234.738770
	Iteration 82Q: 3 clusters Score -595114.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -595116.437500 Penalty: 4234.738770
	Iteration 83Q: 3 clusters Score -595116.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -595120.937500 Penalty: 4234.738770
	Iteration 84Q: 3 clusters Score -595120.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -595122.187500 Penalty: 4234.738770
	Iteration 85Q: 3 clusters Score -595122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -595122.875000 Penalty: 4234.738770
	Iteration 86Q: 3 clusters Score -595122.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -595124.000000 Penalty: 4234.738770
	Iteration 87Q: 3 clusters Score -595124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -595125.000000 Penalty: 4234.738770
	Iteration 88Q: 3 clusters Score -595125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -595125.437500 Penalty: 4234.738770
	Iteration 89Q: 3 clusters Score -595125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -595125.062500 Penalty: 4234.738770
	Iteration 90Q: 3 clusters Score -595125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -595125.875000 Penalty: 4234.738770
	Iteration 91Q: 3 clusters Score -595125.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -595126.375000 Penalty: 4234.738770
	Iteration 92Q: 3 clusters Score -595126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -595124.625000 Penalty: 4234.738770
	Iteration 93Q: 3 clusters Score -595124.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -595124.750000 Penalty: 4234.738770
	Iteration 94Q: 3 clusters Score -595124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -595124.750000 Penalty: 4234.738770
	Iteration 95F: 3 clusters Score -595124.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Entering Unmasked Estep 
Score: -1944785.875000 Penalty: 2393.379150
	Iteration 0F: 2 clusters Score -1944786 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 7763 members 
Entering Unmasked Estep 
Score: -1933580.125000 Penalty: 4786.758301
	Iteration 0F: 3 clusters Score -1933580 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1937126.250000 Penalty: 4786.758301
	Iteration 1F: 3 clusters Score -1937126 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1937477.125000 Penalty: 4786.758301
	Iteration 2F: 3 clusters Score -1937477 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1937725.500000 Penalty: 4786.758301
	Iteration 3Q: 3 clusters Score -1937726 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1937927.250000 Penalty: 4786.758301
	Iteration 4Q: 3 clusters Score -1937927 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1938089.000000 Penalty: 4786.758301
	Iteration 5Q: 3 clusters Score -1938089 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1938228.750000 Penalty: 4786.758301
	Iteration 6Q: 3 clusters Score -1938229 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1938370.500000 Penalty: 4786.758301
	Iteration 7Q: 3 clusters Score -1938370 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1938523.250000 Penalty: 4786.758301
	Iteration 8Q: 3 clusters Score -1938523 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1938695.125000 Penalty: 4786.758301
	Iteration 9Q: 3 clusters Score -1938695 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1938895.375000 Penalty: 4786.758301
	Iteration 10Q: 3 clusters Score -1938895 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1939123.250000 Penalty: 4786.758301
	Iteration 11Q: 3 clusters Score -1939123 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1939419.875000 Penalty: 4786.758301
	Iteration 12Q: 3 clusters Score -1939420 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1939777.250000 Penalty: 4786.758301
	Iteration 13Q: 3 clusters Score -1939777 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1940238.000000 Penalty: 4786.758301
	Iteration 14Q: 3 clusters Score -1940238 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1940738.625000 Penalty: 4786.758301
	Iteration 15Q: 3 clusters Score -1940739 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1941236.125000 Penalty: 4786.758301
	Iteration 16Q: 3 clusters Score -1941236 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1941623.000000 Penalty: 4786.758301
	Iteration 17Q: 3 clusters Score -1941623 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1941920.000000 Penalty: 4786.758301
	Iteration 18Q: 3 clusters Score -1941920 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1942132.375000 Penalty: 4786.758301
	Iteration 19Q: 3 clusters Score -1942132 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1942312.500000 Penalty: 4786.758301
	Iteration 20F: 3 clusters Score -1942312 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1942454.500000 Penalty: 4786.758301
	Iteration 21Q: 3 clusters Score -1942454 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1942553.875000 Penalty: 4786.758301
	Iteration 22Q: 3 clusters Score -1942554 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1942625.125000 Penalty: 4786.758301
	Iteration 23Q: 3 clusters Score -1942625 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1942675.750000 Penalty: 4786.758301
	Iteration 24Q: 3 clusters Score -1942676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1942711.625000 Penalty: 4786.758301
	Iteration 25Q: 3 clusters Score -1942712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1942742.625000 Penalty: 4786.758301
	Iteration 26Q: 3 clusters Score -1942743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1942762.125000 Penalty: 4786.758301
	Iteration 27Q: 3 clusters Score -1942762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1942781.375000 Penalty: 4786.758301
	Iteration 28Q: 3 clusters Score -1942781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1942795.375000 Penalty: 4786.758301
	Iteration 29Q: 3 clusters Score -1942795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1942802.500000 Penalty: 4786.758301
	Iteration 30Q: 3 clusters Score -1942802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1942808.000000 Penalty: 4786.758301
	Iteration 31Q: 3 clusters Score -1942808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1942808.125000 Penalty: 4786.758301
	Iteration 32Q: 3 clusters Score -1942808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1942817.750000 Penalty: 4786.758301
	Iteration 33Q: 3 clusters Score -1942818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1942820.625000 Penalty: 4786.758301
	Iteration 34Q: 3 clusters Score -1942821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1942826.250000 Penalty: 4786.758301
	Iteration 35Q: 3 clusters Score -1942826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1942829.250000 Penalty: 4786.758301
	Iteration 36Q: 3 clusters Score -1942829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1942836.625000 Penalty: 4786.758301
	Iteration 37Q: 3 clusters Score -1942837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1942836.750000 Penalty: 4786.758301
	Iteration 38Q: 3 clusters Score -1942837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1942839.125000 Penalty: 4786.758301
	Iteration 39Q: 3 clusters Score -1942839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1942841.125000 Penalty: 4786.758301
	Iteration 40F: 3 clusters Score -1942841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1942841.875000 Penalty: 4786.758301
	Iteration 41Q: 3 clusters Score -1942842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1942842.750000 Penalty: 4786.758301
	Iteration 42Q: 3 clusters Score -1942843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1942841.875000 Penalty: 4786.758301
	Iteration 43Q: 3 clusters Score -1942842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1942841.875000 Penalty: 4786.758301
	Iteration 44F: 3 clusters Score -1942842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -251847.296875 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -251847.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -249133.812500 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -249133.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -249633.875000 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -249633.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -249754.812500 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -249754.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -249817.359375 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -249817.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -249848.281250 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -249848.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -249872.921875 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -249872.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -249895.656250 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -249895.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -249931.078125 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -249931.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -249960.515625 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -249960.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -249983.875000 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -249983.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -250013.390625 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -250013.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -250034.734375 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -250034.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -250060.343750 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -250060.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -250080.109375 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -250080.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -250097.812500 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -250097.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -250109.453125 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -250109.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -250121.406250 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -250121.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -250132.140625 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -250132.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -250142.281250 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -250142.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -250154.140625 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -250154.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -250165.343750 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -250165.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -250179.671875 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -250179.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -250197.484375 Penalty: 3810.511230
	Iteration 22Q: 3 clusters Score -250197.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -250211.562500 Penalty: 3810.511230
	Iteration 23Q: 3 clusters Score -250211.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -250216.843750 Penalty: 3810.511230
	Iteration 24Q: 3 clusters Score -250216.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -250220.031250 Penalty: 3810.511230
	Iteration 25Q: 3 clusters Score -250220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -250222.890625 Penalty: 3810.511230
	Iteration 26Q: 3 clusters Score -250222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -250227.578125 Penalty: 3810.511230
	Iteration 27Q: 3 clusters Score -250227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -250229.656250 Penalty: 3810.511230
	Iteration 28Q: 3 clusters Score -250229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -250232.109375 Penalty: 3810.511230
	Iteration 29Q: 3 clusters Score -250232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -250234.296875 Penalty: 3810.511230
	Iteration 30Q: 3 clusters Score -250234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -250236.609375 Penalty: 3810.511230
	Iteration 31Q: 3 clusters Score -250236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -250236.437500 Penalty: 3810.511230
	Iteration 32Q: 3 clusters Score -250236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -250236.437500 Penalty: 3810.511230
	Iteration 33F: 3 clusters Score -250236.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -147465.187500 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -147465.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -145265.109375 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -145265.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -145776.187500 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -145776.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -145994.968750 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -145995 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -146115.312500 Penalty: 3633.927002
	Iteration 3F: 3 clusters Score -146115.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -146192.796875 Penalty: 3633.927002
	Iteration 4Q: 3 clusters Score -146192.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -146250.875000 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -146250.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -146288.046875 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -146288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -146318.406250 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -146318.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -146350.875000 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -146350.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -146377.500000 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -146377.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -146397.312500 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -146397.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -146413.562500 Penalty: 3633.927002
	Iteration 11Q: 3 clusters Score -146413.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -146434.031250 Penalty: 3633.927002
	Iteration 12Q: 3 clusters Score -146434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -146449.484375 Penalty: 3633.927002
	Iteration 13Q: 3 clusters Score -146449.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -146459.187500 Penalty: 3633.927002
	Iteration 14Q: 3 clusters Score -146459.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -146461.671875 Penalty: 3633.927002
	Iteration 15Q: 3 clusters Score -146461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -146462.031250 Penalty: 3633.927002
	Iteration 16Q: 3 clusters Score -146462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -146462.515625 Penalty: 3633.927002
	Iteration 17Q: 3 clusters Score -146462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -146465.781250 Penalty: 3633.927002
	Iteration 18Q: 3 clusters Score -146465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -146470.437500 Penalty: 3633.927002
	Iteration 19Q: 3 clusters Score -146470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -146475.593750 Penalty: 3633.927002
	Iteration 20F: 3 clusters Score -146475.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -146482.703125 Penalty: 3633.927002
	Iteration 21Q: 3 clusters Score -146482.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -146491.515625 Penalty: 3633.927002
	Iteration 22Q: 3 clusters Score -146491.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -146502.328125 Penalty: 3633.927002
	Iteration 23Q: 3 clusters Score -146502.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -146516.781250 Penalty: 3633.927002
	Iteration 24Q: 3 clusters Score -146516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -146523.203125 Penalty: 3633.927002
	Iteration 25Q: 3 clusters Score -146523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -146529.234375 Penalty: 3633.927002
	Iteration 26Q: 3 clusters Score -146529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -146536.484375 Penalty: 3633.927002
	Iteration 27Q: 3 clusters Score -146536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -146537.250000 Penalty: 3633.927002
	Iteration 28Q: 3 clusters Score -146537.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -146537.250000 Penalty: 3633.927002
	Iteration 29F: 3 clusters Score -146537.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Entering Unmasked Estep 
Score: -907424.500000 Penalty: 2215.286865
	Iteration 0F: 2 clusters Score -907424.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -901256.687500 Penalty: 4430.573730
	Iteration 0F: 3 clusters Score -901256.7 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -902908.937500 Penalty: 4430.573730
	Iteration 1F: 3 clusters Score -902908.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -903188.250000 Penalty: 4430.573730
	Iteration 2F: 3 clusters Score -903188.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -903400.937500 Penalty: 4430.573730
	Iteration 3F: 3 clusters Score -903400.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -903578.562500 Penalty: 4430.573730
	Iteration 4Q: 3 clusters Score -903578.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -903734.062500 Penalty: 4430.573730
	Iteration 5Q: 3 clusters Score -903734.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -903881.062500 Penalty: 4430.573730
	Iteration 6Q: 3 clusters Score -903881.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -904047.875000 Penalty: 4430.573730
	Iteration 7Q: 3 clusters Score -904047.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -904221.687500 Penalty: 4430.573730
	Iteration 8Q: 3 clusters Score -904221.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -904385.625000 Penalty: 4430.573730
	Iteration 9Q: 3 clusters Score -904385.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -904552.750000 Penalty: 4430.573730
	Iteration 10Q: 3 clusters Score -904552.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -904721.562500 Penalty: 4430.573730
	Iteration 11Q: 3 clusters Score -904721.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -904897.437500 Penalty: 4430.573730
	Iteration 12Q: 3 clusters Score -904897.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -905094.000000 Penalty: 4430.573730
	Iteration 13Q: 3 clusters Score -905094 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -905240.812500 Penalty: 4430.573730
	Iteration 14Q: 3 clusters Score -905240.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -905324.125000 Penalty: 4430.573730
	Iteration 15Q: 3 clusters Score -905324.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -905373.500000 Penalty: 4430.573730
	Iteration 16Q: 3 clusters Score -905373.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -905413.687500 Penalty: 4430.573730
	Iteration 17Q: 3 clusters Score -905413.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -905450.375000 Penalty: 4430.573730
	Iteration 18Q: 3 clusters Score -905450.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -905476.812500 Penalty: 4430.573730
	Iteration 19Q: 3 clusters Score -905476.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -905497.625000 Penalty: 4430.573730
	Iteration 20F: 3 clusters Score -905497.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -905510.562500 Penalty: 4430.573730
	Iteration 21Q: 3 clusters Score -905510.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -905522.750000 Penalty: 4430.573730
	Iteration 22Q: 3 clusters Score -905522.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -905529.875000 Penalty: 4430.573730
	Iteration 23Q: 3 clusters Score -905529.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -905536.625000 Penalty: 4430.573730
	Iteration 24Q: 3 clusters Score -905536.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -905544.562500 Penalty: 4430.573730
	Iteration 25Q: 3 clusters Score -905544.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -905550.625000 Penalty: 4430.573730
	Iteration 26Q: 3 clusters Score -905550.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -905556.812500 Penalty: 4430.573730
	Iteration 27Q: 3 clusters Score -905556.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -905560.250000 Penalty: 4430.573730
	Iteration 28Q: 3 clusters Score -905560.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -905564.312500 Penalty: 4430.573730
	Iteration 29Q: 3 clusters Score -905564.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -905573.187500 Penalty: 4430.573730
	Iteration 30Q: 3 clusters Score -905573.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -905578.187500 Penalty: 4430.573730
	Iteration 31Q: 3 clusters Score -905578.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -905582.187500 Penalty: 4430.573730
	Iteration 32Q: 3 clusters Score -905582.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -905582.125000 Penalty: 4430.573730
	Iteration 33Q: 3 clusters Score -905582.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -905586.312500 Penalty: 4430.573730
	Iteration 34Q: 3 clusters Score -905586.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -905586.437500 Penalty: 4430.573730
	Iteration 35Q: 3 clusters Score -905586.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -905591.000000 Penalty: 4430.573730
	Iteration 36Q: 3 clusters Score -905591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -905591.625000 Penalty: 4430.573730
	Iteration 37Q: 3 clusters Score -905591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -905593.000000 Penalty: 4430.573730
	Iteration 38Q: 3 clusters Score -905593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -905596.875000 Penalty: 4430.573730
	Iteration 39Q: 3 clusters Score -905596.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -905598.750000 Penalty: 4430.573730
	Iteration 40F: 3 clusters Score -905598.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -905600.000000 Penalty: 4430.573730
	Iteration 41Q: 3 clusters Score -905600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -905604.187500 Penalty: 4430.573730
	Iteration 42Q: 3 clusters Score -905604.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -905606.375000 Penalty: 4430.573730
	Iteration 43Q: 3 clusters Score -905606.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -905608.562500 Penalty: 4430.573730
	Iteration 44Q: 3 clusters Score -905608.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -905614.937500 Penalty: 4430.573730
	Iteration 45Q: 3 clusters Score -905614.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -905618.750000 Penalty: 4430.573730
	Iteration 46Q: 3 clusters Score -905618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -905618.875000 Penalty: 4430.573730
	Iteration 47Q: 3 clusters Score -905618.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -905622.562500 Penalty: 4430.573730
	Iteration 48Q: 3 clusters Score -905622.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -905622.687500 Penalty: 4430.573730
	Iteration 49Q: 3 clusters Score -905622.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -905622.687500 Penalty: 4430.573730
	Iteration 50Q: 3 clusters Score -905622.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -905624.000000 Penalty: 4430.573730
	Iteration 51Q: 3 clusters Score -905624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -905625.750000 Penalty: 4430.573730
	Iteration 52Q: 3 clusters Score -905625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -905625.562500 Penalty: 4430.573730
	Iteration 53Q: 3 clusters Score -905625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -905625.562500 Penalty: 4430.573730
	Iteration 54F: 3 clusters Score -905625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -372867.437500 Penalty: 1997.521606
	Iteration 0F: 2 clusters Score -372867.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -369485.937500 Penalty: 3995.043213
	Iteration 0F: 3 clusters Score -369485.9 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -370205.687500 Penalty: 3995.043213
	Iteration 1F: 3 clusters Score -370205.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -370408.687500 Penalty: 3995.043213
	Iteration 2F: 3 clusters Score -370408.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -370527.812500 Penalty: 3995.043213
	Iteration 3Q: 3 clusters Score -370527.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -370628.625000 Penalty: 3995.043213
	Iteration 4Q: 3 clusters Score -370628.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -370707.468750 Penalty: 3995.043213
	Iteration 5Q: 3 clusters Score -370707.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -370776.312500 Penalty: 3995.043213
	Iteration 6Q: 3 clusters Score -370776.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -370866.562500 Penalty: 3995.043213
	Iteration 7Q: 3 clusters Score -370866.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -370972.468750 Penalty: 3995.043213
	Iteration 8Q: 3 clusters Score -370972.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -371069.437500 Penalty: 3995.043213
	Iteration 9Q: 3 clusters Score -371069.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -371132.687500 Penalty: 3995.043213
	Iteration 10Q: 3 clusters Score -371132.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -371174.281250 Penalty: 3995.043213
	Iteration 11Q: 3 clusters Score -371174.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -371199.781250 Penalty: 3995.043213
	Iteration 12Q: 3 clusters Score -371199.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -371217.812500 Penalty: 3995.043213
	Iteration 13Q: 3 clusters Score -371217.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -371231.156250 Penalty: 3995.043213
	Iteration 14Q: 3 clusters Score -371231.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -371242.156250 Penalty: 3995.043213
	Iteration 15Q: 3 clusters Score -371242.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -371254.718750 Penalty: 3995.043213
	Iteration 16Q: 3 clusters Score -371254.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -371261.468750 Penalty: 3995.043213
	Iteration 17Q: 3 clusters Score -371261.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -371266.750000 Penalty: 3995.043213
	Iteration 18Q: 3 clusters Score -371266.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -371269.281250 Penalty: 3995.043213
	Iteration 19Q: 3 clusters Score -371269.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -371270.562500 Penalty: 3995.043213
	Iteration 20F: 3 clusters Score -371270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -371272.718750 Penalty: 3995.043213
	Iteration 21Q: 3 clusters Score -371272.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -371273.718750 Penalty: 3995.043213
	Iteration 22Q: 3 clusters Score -371273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -371273.906250 Penalty: 3995.043213
	Iteration 23Q: 3 clusters Score -371273.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -371274.562500 Penalty: 3995.043213
	Iteration 24Q: 3 clusters Score -371274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -371274.562500 Penalty: 3995.043213
	Iteration 25F: 3 clusters Score -371274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Entering Unmasked Estep 
Score: -665509.312500 Penalty: 2129.321289
	Iteration 0F: 2 clusters Score -665509.3 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 2730 members 
Entering Unmasked Estep 
Score: -660791.437500 Penalty: 4258.642578
	Iteration 0F: 3 clusters Score -660791.4 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -661941.500000 Penalty: 4258.642578
	Iteration 1F: 3 clusters Score -661941.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -662209.937500 Penalty: 4258.642578
	Iteration 2F: 3 clusters Score -662209.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -662467.000000 Penalty: 4258.642578
	Iteration 3F: 3 clusters Score -662467 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -662750.250000 Penalty: 4258.642578
	Iteration 4F: 3 clusters Score -662750.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -663031.125000 Penalty: 4258.642578
	Iteration 5F: 3 clusters Score -663031.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -663283.687500 Penalty: 4258.642578
	Iteration 6F: 3 clusters Score -663283.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -663499.812500 Penalty: 4258.642578
	Iteration 7F: 3 clusters Score -663499.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -663712.250000 Penalty: 4258.642578
	Iteration 8Q: 3 clusters Score -663712.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -663878.875000 Penalty: 4258.642578
	Iteration 9Q: 3 clusters Score -663878.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -663988.687500 Penalty: 4258.642578
	Iteration 10Q: 3 clusters Score -663988.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -664054.375000 Penalty: 4258.642578
	Iteration 11Q: 3 clusters Score -664054.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -664100.000000 Penalty: 4258.642578
	Iteration 12Q: 3 clusters Score -664100 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -664150.125000 Penalty: 4258.642578
	Iteration 13Q: 3 clusters Score -664150.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -664187.062500 Penalty: 4258.642578
	Iteration 14Q: 3 clusters Score -664187.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -664215.687500 Penalty: 4258.642578
	Iteration 15Q: 3 clusters Score -664215.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -664249.562500 Penalty: 4258.642578
	Iteration 16Q: 3 clusters Score -664249.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -664278.937500 Penalty: 4258.642578
	Iteration 17Q: 3 clusters Score -664278.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -664301.812500 Penalty: 4258.642578
	Iteration 18Q: 3 clusters Score -664301.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -664316.937500 Penalty: 4258.642578
	Iteration 19Q: 3 clusters Score -664316.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -664330.562500 Penalty: 4258.642578
	Iteration 20F: 3 clusters Score -664330.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -664338.687500 Penalty: 4258.642578
	Iteration 21Q: 3 clusters Score -664338.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -664342.750000 Penalty: 4258.642578
	Iteration 22Q: 3 clusters Score -664342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -664342.937500 Penalty: 4258.642578
	Iteration 23Q: 3 clusters Score -664342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -664345.750000 Penalty: 4258.642578
	Iteration 24Q: 3 clusters Score -664345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -664345.812500 Penalty: 4258.642578
	Iteration 25Q: 3 clusters Score -664345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -664349.687500 Penalty: 4258.642578
	Iteration 26Q: 3 clusters Score -664349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -664351.187500 Penalty: 4258.642578
	Iteration 27Q: 3 clusters Score -664351.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -664353.312500 Penalty: 4258.642578
	Iteration 28Q: 3 clusters Score -664353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -664354.687500 Penalty: 4258.642578
	Iteration 29Q: 3 clusters Score -664354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -664356.500000 Penalty: 4258.642578
	Iteration 30Q: 3 clusters Score -664356.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -664356.812500 Penalty: 4258.642578
	Iteration 31Q: 3 clusters Score -664356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -664358.812500 Penalty: 4258.642578
	Iteration 32Q: 3 clusters Score -664358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -664359.125000 Penalty: 4258.642578
	Iteration 33Q: 3 clusters Score -664359.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -664359.000000 Penalty: 4258.642578
	Iteration 34Q: 3 clusters Score -664359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -664360.562500 Penalty: 4258.642578
	Iteration 35Q: 3 clusters Score -664360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -664360.562500 Penalty: 4258.642578
	Iteration 36Q: 3 clusters Score -664360.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -664360.562500 Penalty: 4258.642578
	Iteration 37F: 3 clusters Score -664360.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (96227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Entering Unmasked Estep 
Score: -11716705.000000 Penalty: 2845.667480
	Iteration 0F: 2 clusters Score -1.17167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -11652627.000000 Penalty: 5691.334961
	Iteration 0F: 3 clusters Score -1.165263e+07 nChanged 45584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -11678506.000000 Penalty: 5691.334961
	Iteration 1F: 3 clusters Score -1.167851e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -11679398.000000 Penalty: 5691.334961
	Iteration 2Q: 3 clusters Score -1.16794e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -11680300.000000 Penalty: 5691.334961
	Iteration 3Q: 3 clusters Score -1.16803e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -11681451.000000 Penalty: 5691.334961
	Iteration 4Q: 3 clusters Score -1.168145e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -11683091.000000 Penalty: 5691.334961
	Iteration 5Q: 3 clusters Score -1.168309e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -11685916.000000 Penalty: 5691.334961
	Iteration 6F: 3 clusters Score -1.168592e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 66684 members 
Entering Unmasked Estep 
Score: -11690374.000000 Penalty: 5691.334961
	Iteration 7F: 3 clusters Score -1.169037e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 74126 members 
Entering Unmasked Estep 
Score: -11696314.000000 Penalty: 5691.334961
	Iteration 8F: 3 clusters Score -1.169631e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -11702770.000000 Penalty: 5691.334961
	Iteration 9F: 3 clusters Score -1.170277e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 87530 members 
Entering Unmasked Estep 
Score: -11708200.000000 Penalty: 5691.334961
	Iteration 10F: 3 clusters Score -1.17082e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -11711819.000000 Penalty: 5691.334961
	Iteration 11Q: 3 clusters Score -1.171182e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 93387 members 
Entering Unmasked Estep 
Score: -11713733.000000 Penalty: 5691.334961
	Iteration 12Q: 3 clusters Score -1.171373e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 94251 members 
Entering Unmasked Estep 
Score: -11714946.000000 Penalty: 5691.334961
	Iteration 13Q: 3 clusters Score -1.171495e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
Score: -11715489.000000 Penalty: 5691.334961
	Iteration 14Q: 3 clusters Score -1.171549e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 94635 members 
Entering Unmasked Estep 
Score: -11715636.000000 Penalty: 5691.334961
	Iteration 15Q: 3 clusters Score -1.171564e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 94703 members 
Entering Unmasked Estep 
Score: -11715737.000000 Penalty: 5691.334961
	Iteration 16Q: 3 clusters Score -1.171574e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -11715833.000000 Penalty: 5691.334961
	Iteration 17Q: 3 clusters Score -1.171583e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 94844 members 
Entering Unmasked Estep 
Score: -11715910.000000 Penalty: 5691.334961
	Iteration 18Q: 3 clusters Score -1.171591e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -11715980.000000 Penalty: 5691.334961
	Iteration 19Q: 3 clusters Score -1.171598e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 94951 members 
Entering Unmasked Estep 
Score: -11716067.000000 Penalty: 5691.334961
	Iteration 20F: 3 clusters Score -1.171607e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
Score: -11716157.000000 Penalty: 5691.334961
	Iteration 21Q: 3 clusters Score -1.171616e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 95032 members 
Entering Unmasked Estep 
Score: -11716245.000000 Penalty: 5691.334961
	Iteration 22Q: 3 clusters Score -1.171624e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 95050 members 
Entering Unmasked Estep 
Score: -11716299.000000 Penalty: 5691.334961
	Iteration 23Q: 3 clusters Score -1.17163e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -11716348.000000 Penalty: 5691.334961
	Iteration 24Q: 3 clusters Score -1.171635e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 95062 members 
Entering Unmasked Estep 
Score: -11716388.000000 Penalty: 5691.334961
	Iteration 25Q: 3 clusters Score -1.171639e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -11716400.000000 Penalty: 5691.334961
	Iteration 26Q: 3 clusters Score -1.17164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -11716426.000000 Penalty: 5691.334961
	Iteration 27Q: 3 clusters Score -1.171643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 95084 members 
Entering Unmasked Estep 
Score: -11716435.000000 Penalty: 5691.334961
	Iteration 28Q: 3 clusters Score -1.171644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 95084 members 
Entering Unmasked Estep 
Score: -11716425.000000 Penalty: 5691.334961
	Iteration 29Q: 3 clusters Score -1.171642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 95084 members 
Entering Unmasked Estep 
Score: -11716424.000000 Penalty: 5691.334961
	Iteration 30Q: 3 clusters Score -1.171642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 95084 members 
Entering Unmasked Estep 
Score: -11716424.000000 Penalty: 5691.334961
	Iteration 31F: 3 clusters Score -1.171642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -127127.429688 Penalty: 1743.433350
	Iteration 0F: 2 clusters Score -127127.4 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 550 members 
Entering Unmasked Estep 
Score: -125107.804688 Penalty: 3486.866699
	Iteration 0F: 3 clusters Score -125107.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125436.632812 Penalty: 3486.866699
	Iteration 1F: 3 clusters Score -125436.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125566.242188 Penalty: 3486.866699
	Iteration 2F: 3 clusters Score -125566.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -125653.289062 Penalty: 3486.866699
	Iteration 3Q: 3 clusters Score -125653.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -125711.960938 Penalty: 3486.866699
	Iteration 4Q: 3 clusters Score -125712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125742.281250 Penalty: 3486.866699
	Iteration 5Q: 3 clusters Score -125742.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -125771.890625 Penalty: 3486.866699
	Iteration 6Q: 3 clusters Score -125771.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -125788.125000 Penalty: 3486.866699
	Iteration 7Q: 3 clusters Score -125788.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -125796.289062 Penalty: 3486.866699
	Iteration 8Q: 3 clusters Score -125796.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -125804.507812 Penalty: 3486.866699
	Iteration 9Q: 3 clusters Score -125804.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -125818.125000 Penalty: 3486.866699
	Iteration 10Q: 3 clusters Score -125818.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -125830.734375 Penalty: 3486.866699
	Iteration 11Q: 3 clusters Score -125830.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -125839.617188 Penalty: 3486.866699
	Iteration 12Q: 3 clusters Score -125839.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -125843.140625 Penalty: 3486.866699
	Iteration 13Q: 3 clusters Score -125843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -125845.265625 Penalty: 3486.866699
	Iteration 14Q: 3 clusters Score -125845.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -125846.164062 Penalty: 3486.866699
	Iteration 15Q: 3 clusters Score -125846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -125846.726562 Penalty: 3486.866699
	Iteration 16Q: 3 clusters Score -125846.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -125846.726562 Penalty: 3486.866699
	Iteration 17F: 3 clusters Score -125846.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Entering Unmasked Estep 
Score: -2570792.250000 Penalty: 2472.681885
	Iteration 0F: 2 clusters Score -2570792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2555798.750000 Penalty: 4945.363770
	Iteration 0F: 3 clusters Score -2555799 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2560771.000000 Penalty: 4945.363770
	Iteration 1F: 3 clusters Score -2560771 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2561350.750000 Penalty: 4945.363770
	Iteration 2F: 3 clusters Score -2561351 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2561889.500000 Penalty: 4945.363770
	Iteration 3F: 3 clusters Score -2561890 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2562388.750000 Penalty: 4945.363770
	Iteration 4Q: 3 clusters Score -2562389 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2562862.500000 Penalty: 4945.363770
	Iteration 5Q: 3 clusters Score -2562862 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2563311.000000 Penalty: 4945.363770
	Iteration 6Q: 3 clusters Score -2563311 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2563717.500000 Penalty: 4945.363770
	Iteration 7Q: 3 clusters Score -2563718 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2564083.500000 Penalty: 4945.363770
	Iteration 8Q: 3 clusters Score -2564084 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2564470.250000 Penalty: 4945.363770
	Iteration 9Q: 3 clusters Score -2564470 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2564857.250000 Penalty: 4945.363770
	Iteration 10Q: 3 clusters Score -2564857 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2565260.250000 Penalty: 4945.363770
	Iteration 11Q: 3 clusters Score -2565260 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2565647.250000 Penalty: 4945.363770
	Iteration 12Q: 3 clusters Score -2565647 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2566031.500000 Penalty: 4945.363770
	Iteration 13Q: 3 clusters Score -2566032 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2566389.250000 Penalty: 4945.363770
	Iteration 14Q: 3 clusters Score -2566389 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2566647.750000 Penalty: 4945.363770
	Iteration 15Q: 3 clusters Score -2566648 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2566852.000000 Penalty: 4945.363770
	Iteration 16Q: 3 clusters Score -2566852 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2567038.000000 Penalty: 4945.363770
	Iteration 17Q: 3 clusters Score -2567038 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2567292.750000 Penalty: 4945.363770
	Iteration 18Q: 3 clusters Score -2567293 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2567647.250000 Penalty: 4945.363770
	Iteration 19Q: 3 clusters Score -2567647 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2568065.750000 Penalty: 4945.363770
	Iteration 20F: 3 clusters Score -2568066 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2568472.750000 Penalty: 4945.363770
	Iteration 21Q: 3 clusters Score -2568473 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2568712.500000 Penalty: 4945.363770
	Iteration 22Q: 3 clusters Score -2568712 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2568848.750000 Penalty: 4945.363770
	Iteration 23Q: 3 clusters Score -2568849 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2568911.000000 Penalty: 4945.363770
	Iteration 24Q: 3 clusters Score -2568911 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2568958.500000 Penalty: 4945.363770
	Iteration 25Q: 3 clusters Score -2568958 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2568972.500000 Penalty: 4945.363770
	Iteration 26Q: 3 clusters Score -2568972 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2568993.750000 Penalty: 4945.363770
	Iteration 27Q: 3 clusters Score -2568994 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2569004.000000 Penalty: 4945.363770
	Iteration 28Q: 3 clusters Score -2569004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2569010.000000 Penalty: 4945.363770
	Iteration 29Q: 3 clusters Score -2569010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2569024.000000 Penalty: 4945.363770
	Iteration 30Q: 3 clusters Score -2569024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2569020.500000 Penalty: 4945.363770
	Iteration 31Q: 3 clusters Score -2569020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2569029.500000 Penalty: 4945.363770
	Iteration 32Q: 3 clusters Score -2569030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2569032.750000 Penalty: 4945.363770
	Iteration 33Q: 3 clusters Score -2569033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2569037.000000 Penalty: 4945.363770
	Iteration 34Q: 3 clusters Score -2569037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2569039.500000 Penalty: 4945.363770
	Iteration 35Q: 3 clusters Score -2569040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2569034.750000 Penalty: 4945.363770
	Iteration 36Q: 3 clusters Score -2569035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2569039.750000 Penalty: 4945.363770
	Iteration 37Q: 3 clusters Score -2569040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2569042.500000 Penalty: 4945.363770
	Iteration 38Q: 3 clusters Score -2569042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2569043.500000 Penalty: 4945.363770
	Iteration 39Q: 3 clusters Score -2569044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2569043.500000 Penalty: 4945.363770
	Iteration 40F: 3 clusters Score -2569044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -768314.500000 Penalty: 2183.881836
	Iteration 0F: 2 clusters Score -768314.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -762741.687500 Penalty: 4367.763672
	Iteration 0F: 3 clusters Score -762741.7 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -764180.312500 Penalty: 4367.763672
	Iteration 1F: 3 clusters Score -764180.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -764446.812500 Penalty: 4367.763672
	Iteration 2F: 3 clusters Score -764446.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -764661.625000 Penalty: 4367.763672
	Iteration 3F: 3 clusters Score -764661.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -764845.125000 Penalty: 4367.763672
	Iteration 4Q: 3 clusters Score -764845.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -765015.500000 Penalty: 4367.763672
	Iteration 5Q: 3 clusters Score -765015.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -765145.500000 Penalty: 4367.763672
	Iteration 6Q: 3 clusters Score -765145.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -765266.375000 Penalty: 4367.763672
	Iteration 7Q: 3 clusters Score -765266.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -765400.000000 Penalty: 4367.763672
	Iteration 8Q: 3 clusters Score -765400 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -765548.000000 Penalty: 4367.763672
	Iteration 9Q: 3 clusters Score -765548 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -765674.875000 Penalty: 4367.763672
	Iteration 10Q: 3 clusters Score -765674.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -765795.437500 Penalty: 4367.763672
	Iteration 11Q: 3 clusters Score -765795.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -765897.750000 Penalty: 4367.763672
	Iteration 12Q: 3 clusters Score -765897.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -765992.062500 Penalty: 4367.763672
	Iteration 13Q: 3 clusters Score -765992.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -766059.062500 Penalty: 4367.763672
	Iteration 14Q: 3 clusters Score -766059.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -766113.687500 Penalty: 4367.763672
	Iteration 15Q: 3 clusters Score -766113.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -766153.187500 Penalty: 4367.763672
	Iteration 16Q: 3 clusters Score -766153.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -766184.312500 Penalty: 4367.763672
	Iteration 17Q: 3 clusters Score -766184.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -766214.062500 Penalty: 4367.763672
	Iteration 18Q: 3 clusters Score -766214.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -766238.000000 Penalty: 4367.763672
	Iteration 19Q: 3 clusters Score -766238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -766258.062500 Penalty: 4367.763672
	Iteration 20F: 3 clusters Score -766258.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -766282.000000 Penalty: 4367.763672
	Iteration 21Q: 3 clusters Score -766282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -766301.062500 Penalty: 4367.763672
	Iteration 22Q: 3 clusters Score -766301.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -766324.500000 Penalty: 4367.763672
	Iteration 23Q: 3 clusters Score -766324.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -766357.375000 Penalty: 4367.763672
	Iteration 24Q: 3 clusters Score -766357.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -766398.687500 Penalty: 4367.763672
	Iteration 25Q: 3 clusters Score -766398.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -766430.437500 Penalty: 4367.763672
	Iteration 26Q: 3 clusters Score -766430.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -766451.687500 Penalty: 4367.763672
	Iteration 27Q: 3 clusters Score -766451.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -766469.750000 Penalty: 4367.763672
	Iteration 28Q: 3 clusters Score -766469.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -766487.937500 Penalty: 4367.763672
	Iteration 29Q: 3 clusters Score -766487.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -766500.312500 Penalty: 4367.763672
	Iteration 30Q: 3 clusters Score -766500.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -766512.812500 Penalty: 4367.763672
	Iteration 31Q: 3 clusters Score -766512.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -766522.500000 Penalty: 4367.763672
	Iteration 32Q: 3 clusters Score -766522.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -766528.000000 Penalty: 4367.763672
	Iteration 33Q: 3 clusters Score -766528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -766534.500000 Penalty: 4367.763672
	Iteration 34Q: 3 clusters Score -766534.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -766541.562500 Penalty: 4367.763672
	Iteration 35Q: 3 clusters Score -766541.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -766547.562500 Penalty: 4367.763672
	Iteration 36Q: 3 clusters Score -766547.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -766553.937500 Penalty: 4367.763672
	Iteration 37Q: 3 clusters Score -766553.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -766564.562500 Penalty: 4367.763672
	Iteration 38Q: 3 clusters Score -766564.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -766572.250000 Penalty: 4367.763672
	Iteration 39Q: 3 clusters Score -766572.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -766583.000000 Penalty: 4367.763672
	Iteration 40F: 3 clusters Score -766583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -766592.437500 Penalty: 4367.763672
	Iteration 41Q: 3 clusters Score -766592.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -766600.937500 Penalty: 4367.763672
	Iteration 42Q: 3 clusters Score -766600.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -766609.437500 Penalty: 4367.763672
	Iteration 43Q: 3 clusters Score -766609.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -766620.312500 Penalty: 4367.763672
	Iteration 44Q: 3 clusters Score -766620.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -766626.812500 Penalty: 4367.763672
	Iteration 45Q: 3 clusters Score -766626.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -766632.125000 Penalty: 4367.763672
	Iteration 46Q: 3 clusters Score -766632.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -766637.500000 Penalty: 4367.763672
	Iteration 47Q: 3 clusters Score -766637.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -766645.000000 Penalty: 4367.763672
	Iteration 48Q: 3 clusters Score -766645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -766648.125000 Penalty: 4367.763672
	Iteration 49Q: 3 clusters Score -766648.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -766653.437500 Penalty: 4367.763672
	Iteration 50Q: 3 clusters Score -766653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -766654.312500 Penalty: 4367.763672
	Iteration 51Q: 3 clusters Score -766654.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -766654.000000 Penalty: 4367.763672
	Iteration 52Q: 3 clusters Score -766654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -766656.375000 Penalty: 4367.763672
	Iteration 53Q: 3 clusters Score -766656.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -766657.062500 Penalty: 4367.763672
	Iteration 54Q: 3 clusters Score -766657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -766657.250000 Penalty: 4367.763672
	Iteration 55Q: 3 clusters Score -766657.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -766658.187500 Penalty: 4367.763672
	Iteration 56Q: 3 clusters Score -766658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -766659.250000 Penalty: 4367.763672
	Iteration 57Q: 3 clusters Score -766659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -766660.312500 Penalty: 4367.763672
	Iteration 58Q: 3 clusters Score -766660.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -766661.312500 Penalty: 4367.763672
	Iteration 59Q: 3 clusters Score -766661.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -766665.000000 Penalty: 4367.763672
	Iteration 60F: 3 clusters Score -766665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -766667.687500 Penalty: 4367.763672
	Iteration 61Q: 3 clusters Score -766667.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -766670.812500 Penalty: 4367.763672
	Iteration 62Q: 3 clusters Score -766670.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -766671.437500 Penalty: 4367.763672
	Iteration 63Q: 3 clusters Score -766671.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -766672.562500 Penalty: 4367.763672
	Iteration 64Q: 3 clusters Score -766672.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -766675.062500 Penalty: 4367.763672
	Iteration 65Q: 3 clusters Score -766675.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -766677.187500 Penalty: 4367.763672
	Iteration 66Q: 3 clusters Score -766677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -766679.937500 Penalty: 4367.763672
	Iteration 67Q: 3 clusters Score -766679.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -766680.187500 Penalty: 4367.763672
	Iteration 68Q: 3 clusters Score -766680.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -766680.750000 Penalty: 4367.763672
	Iteration 69Q: 3 clusters Score -766680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -766682.750000 Penalty: 4367.763672
	Iteration 70Q: 3 clusters Score -766682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -766684.375000 Penalty: 4367.763672
	Iteration 71Q: 3 clusters Score -766684.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -766685.062500 Penalty: 4367.763672
	Iteration 72Q: 3 clusters Score -766685.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -766688.250000 Penalty: 4367.763672
	Iteration 73Q: 3 clusters Score -766688.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -766688.687500 Penalty: 4367.763672
	Iteration 74Q: 3 clusters Score -766688.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -766689.437500 Penalty: 4367.763672
	Iteration 75Q: 3 clusters Score -766689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -766689.125000 Penalty: 4367.763672
	Iteration 76Q: 3 clusters Score -766689.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -766689.125000 Penalty: 4367.763672
	Iteration 77F: 3 clusters Score -766689.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -413923.218750 Penalty: 1950.090210
	Iteration 0F: 2 clusters Score -413923.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -410864.875000 Penalty: 3900.180420
	Iteration 0F: 3 clusters Score -410864.9 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -411587.843750 Penalty: 3900.180420
	Iteration 1F: 3 clusters Score -411587.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -411891.281250 Penalty: 3900.180420
	Iteration 2F: 3 clusters Score -411891.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -412102.593750 Penalty: 3900.180420
	Iteration 3F: 3 clusters Score -412102.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -412241.625000 Penalty: 3900.180420
	Iteration 4F: 3 clusters Score -412241.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -412335.062500 Penalty: 3900.180420
	Iteration 5Q: 3 clusters Score -412335.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -412406.687500 Penalty: 3900.180420
	Iteration 6Q: 3 clusters Score -412406.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -412466.968750 Penalty: 3900.180420
	Iteration 7Q: 3 clusters Score -412467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -412536.218750 Penalty: 3900.180420
	Iteration 8Q: 3 clusters Score -412536.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -412596.125000 Penalty: 3900.180420
	Iteration 9Q: 3 clusters Score -412596.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -412656.125000 Penalty: 3900.180420
	Iteration 10Q: 3 clusters Score -412656.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -412716.625000 Penalty: 3900.180420
	Iteration 11Q: 3 clusters Score -412716.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -412748.750000 Penalty: 3900.180420
	Iteration 12Q: 3 clusters Score -412748.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -412771.062500 Penalty: 3900.180420
	Iteration 13Q: 3 clusters Score -412771.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -412781.218750 Penalty: 3900.180420
	Iteration 14Q: 3 clusters Score -412781.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -412786.281250 Penalty: 3900.180420
	Iteration 15Q: 3 clusters Score -412786.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -412792.375000 Penalty: 3900.180420
	Iteration 16Q: 3 clusters Score -412792.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -412795.531250 Penalty: 3900.180420
	Iteration 17Q: 3 clusters Score -412795.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -412801.218750 Penalty: 3900.180420
	Iteration 18Q: 3 clusters Score -412801.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -412804.750000 Penalty: 3900.180420
	Iteration 19Q: 3 clusters Score -412804.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -412809.343750 Penalty: 3900.180420
	Iteration 20F: 3 clusters Score -412809.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -412821.312500 Penalty: 3900.180420
	Iteration 21Q: 3 clusters Score -412821.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -412829.906250 Penalty: 3900.180420
	Iteration 22Q: 3 clusters Score -412829.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -412842.468750 Penalty: 3900.180420
	Iteration 23Q: 3 clusters Score -412842.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -412867.875000 Penalty: 3900.180420
	Iteration 24Q: 3 clusters Score -412867.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -412897.468750 Penalty: 3900.180420
	Iteration 25Q: 3 clusters Score -412897.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -412925.968750 Penalty: 3900.180420
	Iteration 26Q: 3 clusters Score -412926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -412947.656250 Penalty: 3900.180420
	Iteration 27Q: 3 clusters Score -412947.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -412961.625000 Penalty: 3900.180420
	Iteration 28Q: 3 clusters Score -412961.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -412970.000000 Penalty: 3900.180420
	Iteration 29Q: 3 clusters Score -412970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -412975.875000 Penalty: 3900.180420
	Iteration 30Q: 3 clusters Score -412975.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -412980.187500 Penalty: 3900.180420
	Iteration 31Q: 3 clusters Score -412980.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -412989.593750 Penalty: 3900.180420
	Iteration 32Q: 3 clusters Score -412989.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -412993.406250 Penalty: 3900.180420
	Iteration 33Q: 3 clusters Score -412993.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -412998.812500 Penalty: 3900.180420
	Iteration 34Q: 3 clusters Score -412998.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -413004.656250 Penalty: 3900.180420
	Iteration 35Q: 3 clusters Score -413004.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -413009.125000 Penalty: 3900.180420
	Iteration 36Q: 3 clusters Score -413009.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -413014.937500 Penalty: 3900.180420
	Iteration 37Q: 3 clusters Score -413014.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -413017.218750 Penalty: 3900.180420
	Iteration 38Q: 3 clusters Score -413017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -413018.156250 Penalty: 3900.180420
	Iteration 39Q: 3 clusters Score -413018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -413020.031250 Penalty: 3900.180420
	Iteration 40F: 3 clusters Score -413020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -413020.968750 Penalty: 3900.180420
	Iteration 41Q: 3 clusters Score -413021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -413021.312500 Penalty: 3900.180420
	Iteration 42Q: 3 clusters Score -413021.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -413021.656250 Penalty: 3900.180420
	Iteration 43Q: 3 clusters Score -413021.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -413025.000000 Penalty: 3900.180420
	Iteration 44Q: 3 clusters Score -413025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -413025.500000 Penalty: 3900.180420
	Iteration 45Q: 3 clusters Score -413025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -413027.218750 Penalty: 3900.180420
	Iteration 46Q: 3 clusters Score -413027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -413027.531250 Penalty: 3900.180420
	Iteration 47Q: 3 clusters Score -413027.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -413028.781250 Penalty: 3900.180420
	Iteration 48Q: 3 clusters Score -413028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -413028.781250 Penalty: 3900.180420
	Iteration 49F: 3 clusters Score -413028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Entering Unmasked Estep 
Score: -637049.187500 Penalty: 2132.724121
	Iteration 0F: 2 clusters Score -637049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -632281.750000 Penalty: 4265.448242
	Iteration 0F: 3 clusters Score -632281.8 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -633501.687500 Penalty: 4265.448242
	Iteration 1F: 3 clusters Score -633501.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -633863.437500 Penalty: 4265.448242
	Iteration 2F: 3 clusters Score -633863.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -634222.562500 Penalty: 4265.448242
	Iteration 3F: 3 clusters Score -634222.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -634600.312500 Penalty: 4265.448242
	Iteration 4F: 3 clusters Score -634600.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -635003.062500 Penalty: 4265.448242
	Iteration 5F: 3 clusters Score -635003.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -635311.250000 Penalty: 4265.448242
	Iteration 6F: 3 clusters Score -635311.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -635493.875000 Penalty: 4265.448242
	Iteration 7Q: 3 clusters Score -635493.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -635611.750000 Penalty: 4265.448242
	Iteration 8Q: 3 clusters Score -635611.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -635710.187500 Penalty: 4265.448242
	Iteration 9Q: 3 clusters Score -635710.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -635778.687500 Penalty: 4265.448242
	Iteration 10Q: 3 clusters Score -635778.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -635806.000000 Penalty: 4265.448242
	Iteration 11Q: 3 clusters Score -635806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -635819.937500 Penalty: 4265.448242
	Iteration 12Q: 3 clusters Score -635819.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -635825.187500 Penalty: 4265.448242
	Iteration 13Q: 3 clusters Score -635825.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -635830.000000 Penalty: 4265.448242
	Iteration 14Q: 3 clusters Score -635830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -635833.750000 Penalty: 4265.448242
	Iteration 15Q: 3 clusters Score -635833.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -635839.437500 Penalty: 4265.448242
	Iteration 16Q: 3 clusters Score -635839.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -635845.562500 Penalty: 4265.448242
	Iteration 17Q: 3 clusters Score -635845.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -635851.687500 Penalty: 4265.448242
	Iteration 18Q: 3 clusters Score -635851.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -635856.312500 Penalty: 4265.448242
	Iteration 19Q: 3 clusters Score -635856.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -635857.812500 Penalty: 4265.448242
	Iteration 20F: 3 clusters Score -635857.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -635859.437500 Penalty: 4265.448242
	Iteration 21Q: 3 clusters Score -635859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -635862.500000 Penalty: 4265.448242
	Iteration 22Q: 3 clusters Score -635862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -635863.875000 Penalty: 4265.448242
	Iteration 23Q: 3 clusters Score -635863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -635862.687500 Penalty: 4265.448242
	Iteration 24Q: 3 clusters Score -635862.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -635862.625000 Penalty: 4265.448242
	Iteration 25Q: 3 clusters Score -635862.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -635862.625000 Penalty: 4265.448242
	Iteration 26F: 3 clusters Score -635862.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Entering Unmasked Estep 
Score: -790400.312500 Penalty: 2184.883057
	Iteration 0F: 2 clusters Score -790400.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -784868.687500 Penalty: 4369.766113
	Iteration 0F: 3 clusters Score -784868.7 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -786429.250000 Penalty: 4369.766113
	Iteration 1F: 3 clusters Score -786429.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -786802.750000 Penalty: 4369.766113
	Iteration 2F: 3 clusters Score -786802.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -787135.125000 Penalty: 4369.766113
	Iteration 3F: 3 clusters Score -787135.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -787430.062500 Penalty: 4369.766113
	Iteration 4F: 3 clusters Score -787430.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -787719.250000 Penalty: 4369.766113
	Iteration 5F: 3 clusters Score -787719.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -788024.937500 Penalty: 4369.766113
	Iteration 6F: 3 clusters Score -788024.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -788328.125000 Penalty: 4369.766113
	Iteration 7Q: 3 clusters Score -788328.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -788644.875000 Penalty: 4369.766113
	Iteration 8Q: 3 clusters Score -788644.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -788922.062500 Penalty: 4369.766113
	Iteration 9Q: 3 clusters Score -788922.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -789124.125000 Penalty: 4369.766113
	Iteration 10Q: 3 clusters Score -789124.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -789254.687500 Penalty: 4369.766113
	Iteration 11Q: 3 clusters Score -789254.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -789332.625000 Penalty: 4369.766113
	Iteration 12Q: 3 clusters Score -789332.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -789392.062500 Penalty: 4369.766113
	Iteration 13Q: 3 clusters Score -789392.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -789434.187500 Penalty: 4369.766113
	Iteration 14Q: 3 clusters Score -789434.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -789483.187500 Penalty: 4369.766113
	Iteration 15Q: 3 clusters Score -789483.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -789563.625000 Penalty: 4369.766113
	Iteration 16Q: 3 clusters Score -789563.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -789710.500000 Penalty: 4369.766113
	Iteration 17Q: 3 clusters Score -789710.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -789957.937500 Penalty: 4369.766113
	Iteration 18Q: 3 clusters Score -789957.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -790246.125000 Penalty: 4369.766113
	Iteration 19Q: 3 clusters Score -790246.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -790483.625000 Penalty: 4369.766113
	Iteration 20F: 3 clusters Score -790483.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -790695.875000 Penalty: 4369.766113
	Iteration 21Q: 3 clusters Score -790695.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -790854.750000 Penalty: 4369.766113
	Iteration 22Q: 3 clusters Score -790854.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -790971.000000 Penalty: 4369.766113
	Iteration 23Q: 3 clusters Score -790971 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -791039.125000 Penalty: 4369.766113
	Iteration 24Q: 3 clusters Score -791039.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -791072.875000 Penalty: 4369.766113
	Iteration 25Q: 3 clusters Score -791072.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -791084.437500 Penalty: 4369.766113
	Iteration 26Q: 3 clusters Score -791084.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -791087.250000 Penalty: 4369.766113
	Iteration 27Q: 3 clusters Score -791087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -791089.062500 Penalty: 4369.766113
	Iteration 28Q: 3 clusters Score -791089.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -791091.750000 Penalty: 4369.766113
	Iteration 29Q: 3 clusters Score -791091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -791092.562500 Penalty: 4369.766113
	Iteration 30Q: 3 clusters Score -791092.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -791093.500000 Penalty: 4369.766113
	Iteration 31Q: 3 clusters Score -791093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -791092.562500 Penalty: 4369.766113
	Iteration 32Q: 3 clusters Score -791092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -791093.250000 Penalty: 4369.766113
	Iteration 33Q: 3 clusters Score -791093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -791094.250000 Penalty: 4369.766113
	Iteration 34Q: 3 clusters Score -791094.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -791094.250000 Penalty: 4369.766113
	Iteration 35F: 3 clusters Score -791094.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 2767 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5348 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 622 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5605 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 3934 members 
Entering Unmasked Estep 
Score: -154536032.000000 Penalty: 286492.562500
Splitting cluster 29 changes total score from -154536816.000000 to -154536032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (10451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Entering Unmasked Estep 
Score: -1125969.625000 Penalty: 2295.104248
	Iteration 0F: 2 clusters Score -1125970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1118174.125000 Penalty: 4590.208496
	Iteration 0F: 3 clusters Score -1118174 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1120627.250000 Penalty: 4590.208496
	Iteration 1F: 3 clusters Score -1120627 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1121041.375000 Penalty: 4590.208496
	Iteration 2F: 3 clusters Score -1121041 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1121373.375000 Penalty: 4590.208496
	Iteration 3F: 3 clusters Score -1121373 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1121746.375000 Penalty: 4590.208496
	Iteration 4Q: 3 clusters Score -1121746 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1122148.250000 Penalty: 4590.208496
	Iteration 5F: 3 clusters Score -1122148 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1122549.000000 Penalty: 4590.208496
	Iteration 6F: 3 clusters Score -1122549 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1122941.625000 Penalty: 4590.208496
	Iteration 7F: 3 clusters Score -1122942 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1123242.875000 Penalty: 4590.208496
	Iteration 8Q: 3 clusters Score -1123243 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1123504.750000 Penalty: 4590.208496
	Iteration 9Q: 3 clusters Score -1123505 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1123722.625000 Penalty: 4590.208496
	Iteration 10Q: 3 clusters Score -1123723 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1123902.375000 Penalty: 4590.208496
	Iteration 11Q: 3 clusters Score -1123902 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1124051.750000 Penalty: 4590.208496
	Iteration 12Q: 3 clusters Score -1124052 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1124158.250000 Penalty: 4590.208496
	Iteration 13Q: 3 clusters Score -1124158 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1124253.625000 Penalty: 4590.208496
	Iteration 14Q: 3 clusters Score -1124254 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1124326.375000 Penalty: 4590.208496
	Iteration 15Q: 3 clusters Score -1124326 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1124392.125000 Penalty: 4590.208496
	Iteration 16Q: 3 clusters Score -1124392 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1124446.875000 Penalty: 4590.208496
	Iteration 17Q: 3 clusters Score -1124447 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1124498.500000 Penalty: 4590.208496
	Iteration 18Q: 3 clusters Score -1124498 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1124553.250000 Penalty: 4590.208496
	Iteration 19Q: 3 clusters Score -1124553 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1124592.375000 Penalty: 4590.208496
	Iteration 20F: 3 clusters Score -1124592 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1124619.625000 Penalty: 4590.208496
	Iteration 21Q: 3 clusters Score -1124620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1124642.875000 Penalty: 4590.208496
	Iteration 22Q: 3 clusters Score -1124643 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1124665.250000 Penalty: 4590.208496
	Iteration 23Q: 3 clusters Score -1124665 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1124672.500000 Penalty: 4590.208496
	Iteration 24Q: 3 clusters Score -1124672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1124688.375000 Penalty: 4590.208496
	Iteration 25Q: 3 clusters Score -1124688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1124705.000000 Penalty: 4590.208496
	Iteration 26Q: 3 clusters Score -1124705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1124713.000000 Penalty: 4590.208496
	Iteration 27Q: 3 clusters Score -1124713 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1124728.125000 Penalty: 4590.208496
	Iteration 28Q: 3 clusters Score -1124728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1124741.125000 Penalty: 4590.208496
	Iteration 29Q: 3 clusters Score -1124741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1124750.500000 Penalty: 4590.208496
	Iteration 30Q: 3 clusters Score -1124750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1124757.000000 Penalty: 4590.208496
	Iteration 31Q: 3 clusters Score -1124757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1124762.625000 Penalty: 4590.208496
	Iteration 32Q: 3 clusters Score -1124763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1124769.750000 Penalty: 4590.208496
	Iteration 33Q: 3 clusters Score -1124770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1124775.000000 Penalty: 4590.208496
	Iteration 34Q: 3 clusters Score -1124775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1124783.500000 Penalty: 4590.208496
	Iteration 35Q: 3 clusters Score -1124784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1124789.375000 Penalty: 4590.208496
	Iteration 36Q: 3 clusters Score -1124789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1124800.250000 Penalty: 4590.208496
	Iteration 37Q: 3 clusters Score -1124800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1124818.250000 Penalty: 4590.208496
	Iteration 38Q: 3 clusters Score -1124818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1124836.125000 Penalty: 4590.208496
	Iteration 39Q: 3 clusters Score -1124836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1124856.875000 Penalty: 4590.208496
	Iteration 40F: 3 clusters Score -1124857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1124866.125000 Penalty: 4590.208496
	Iteration 41Q: 3 clusters Score -1124866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1124875.000000 Penalty: 4590.208496
	Iteration 42Q: 3 clusters Score -1124875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1124879.625000 Penalty: 4590.208496
	Iteration 43Q: 3 clusters Score -1124880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1124885.375000 Penalty: 4590.208496
	Iteration 44Q: 3 clusters Score -1124885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1124890.875000 Penalty: 4590.208496
	Iteration 45Q: 3 clusters Score -1124891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1124891.625000 Penalty: 4590.208496
	Iteration 46Q: 3 clusters Score -1124892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1124897.375000 Penalty: 4590.208496
	Iteration 47Q: 3 clusters Score -1124897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1124900.250000 Penalty: 4590.208496
	Iteration 48Q: 3 clusters Score -1124900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1124907.750000 Penalty: 4590.208496
	Iteration 49Q: 3 clusters Score -1124908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1124911.625000 Penalty: 4590.208496
	Iteration 50Q: 3 clusters Score -1124912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1124916.625000 Penalty: 4590.208496
	Iteration 51Q: 3 clusters Score -1124917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1124916.000000 Penalty: 4590.208496
	Iteration 52Q: 3 clusters Score -1124916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1124915.375000 Penalty: 4590.208496
	Iteration 53Q: 3 clusters Score -1124915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1124917.750000 Penalty: 4590.208496
	Iteration 54Q: 3 clusters Score -1124918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1124918.875000 Penalty: 4590.208496
	Iteration 55Q: 3 clusters Score -1124919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1124919.625000 Penalty: 4590.208496
	Iteration 56Q: 3 clusters Score -1124920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1124921.750000 Penalty: 4590.208496
	Iteration 57Q: 3 clusters Score -1124922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1124925.250000 Penalty: 4590.208496
	Iteration 58Q: 3 clusters Score -1124925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1124925.500000 Penalty: 4590.208496
	Iteration 59Q: 3 clusters Score -1124926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1124925.875000 Penalty: 4590.208496
	Iteration 60F: 3 clusters Score -1124926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1124927.625000 Penalty: 4590.208496
	Iteration 61Q: 3 clusters Score -1124928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1124927.125000 Penalty: 4590.208496
	Iteration 62Q: 3 clusters Score -1124927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1124929.250000 Penalty: 4590.208496
	Iteration 63Q: 3 clusters Score -1124929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1124927.625000 Penalty: 4590.208496
	Iteration 64Q: 3 clusters Score -1124928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1124927.000000 Penalty: 4590.208496
	Iteration 65Q: 3 clusters Score -1124927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1124927.000000 Penalty: 4590.208496
	Iteration 66F: 3 clusters Score -1124927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Entering Unmasked Estep 
Score: -4730947.500000 Penalty: 2622.137695
	Iteration 0F: 2 clusters Score -4730948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4704415.500000 Penalty: 5244.275391
	Iteration 0F: 3 clusters Score -4704416 nChanged 17843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -4714343.500000 Penalty: 5244.275391
	Iteration 1F: 3 clusters Score -4714344 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4714988.000000 Penalty: 5244.275391
	Iteration 2Q: 3 clusters Score -4714988 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -4715676.500000 Penalty: 5244.275391
	Iteration 3Q: 3 clusters Score -4715676 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -4716462.500000 Penalty: 5244.275391
	Iteration 4Q: 3 clusters Score -4716462 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4717384.000000 Penalty: 5244.275391
	Iteration 5Q: 3 clusters Score -4717384 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -4718427.000000 Penalty: 5244.275391
	Iteration 6F: 3 clusters Score -4718427 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4719660.000000 Penalty: 5244.275391
	Iteration 7F: 3 clusters Score -4719660 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -4720895.500000 Penalty: 5244.275391
	Iteration 8F: 3 clusters Score -4720896 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -4722101.000000 Penalty: 5244.275391
	Iteration 9Q: 3 clusters Score -4722101 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -4723158.000000 Penalty: 5244.275391
	Iteration 10Q: 3 clusters Score -4723158 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4724001.000000 Penalty: 5244.275391
	Iteration 11Q: 3 clusters Score -4724001 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -4724626.000000 Penalty: 5244.275391
	Iteration 12Q: 3 clusters Score -4724626 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -4725111.000000 Penalty: 5244.275391
	Iteration 13Q: 3 clusters Score -4725111 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -4725637.000000 Penalty: 5244.275391
	Iteration 14Q: 3 clusters Score -4725637 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -4726208.500000 Penalty: 5244.275391
	Iteration 15Q: 3 clusters Score -4726208 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -4726833.000000 Penalty: 5244.275391
	Iteration 16Q: 3 clusters Score -4726833 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -4727402.500000 Penalty: 5244.275391
	Iteration 17Q: 3 clusters Score -4727402 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -4727828.000000 Penalty: 5244.275391
	Iteration 18Q: 3 clusters Score -4727828 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -4728100.500000 Penalty: 5244.275391
	Iteration 19Q: 3 clusters Score -4728100 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -4728302.000000 Penalty: 5244.275391
	Iteration 20F: 3 clusters Score -4728302 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -4728441.500000 Penalty: 5244.275391
	Iteration 21Q: 3 clusters Score -4728442 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -4728531.000000 Penalty: 5244.275391
	Iteration 22Q: 3 clusters Score -4728531 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -4728610.500000 Penalty: 5244.275391
	Iteration 23Q: 3 clusters Score -4728610 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -4728653.000000 Penalty: 5244.275391
	Iteration 24Q: 3 clusters Score -4728653 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -4728689.500000 Penalty: 5244.275391
	Iteration 25Q: 3 clusters Score -4728690 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -4728726.500000 Penalty: 5244.275391
	Iteration 26Q: 3 clusters Score -4728726 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -4728751.500000 Penalty: 5244.275391
	Iteration 27Q: 3 clusters Score -4728752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -4728756.000000 Penalty: 5244.275391
	Iteration 28Q: 3 clusters Score -4728756 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -4728776.000000 Penalty: 5244.275391
	Iteration 29Q: 3 clusters Score -4728776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -4728782.000000 Penalty: 5244.275391
	Iteration 30Q: 3 clusters Score -4728782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -4728805.000000 Penalty: 5244.275391
	Iteration 31Q: 3 clusters Score -4728805 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -4728805.000000 Penalty: 5244.275391
	Iteration 32Q: 3 clusters Score -4728805 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -4728813.000000 Penalty: 5244.275391
	Iteration 33Q: 3 clusters Score -4728813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -4728818.000000 Penalty: 5244.275391
	Iteration 34Q: 3 clusters Score -4728818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4728822.000000 Penalty: 5244.275391
	Iteration 35Q: 3 clusters Score -4728822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -4728828.500000 Penalty: 5244.275391
	Iteration 36Q: 3 clusters Score -4728828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -4728820.000000 Penalty: 5244.275391
	Iteration 37Q: 3 clusters Score -4728820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -4728825.000000 Penalty: 5244.275391
	Iteration 38Q: 3 clusters Score -4728825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -4728836.500000 Penalty: 5244.275391
	Iteration 39Q: 3 clusters Score -4728836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4728834.000000 Penalty: 5244.275391
	Iteration 40F: 3 clusters Score -4728834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4728829.000000 Penalty: 5244.275391
	Iteration 41Q: 3 clusters Score -4728829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -4728829.000000 Penalty: 5244.275391
	Iteration 42Q: 3 clusters Score -4728829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -4728829.500000 Penalty: 5244.275391
	Iteration 43Q: 3 clusters Score -4728830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -4728837.000000 Penalty: 5244.275391
	Iteration 44Q: 3 clusters Score -4728837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -4728851.000000 Penalty: 5244.275391
	Iteration 45Q: 3 clusters Score -4728851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -4728851.000000 Penalty: 5244.275391
	Iteration 46Q: 3 clusters Score -4728851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -4728848.000000 Penalty: 5244.275391
	Iteration 47Q: 3 clusters Score -4728848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -4728845.500000 Penalty: 5244.275391
	Iteration 48Q: 3 clusters Score -4728846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -4728848.000000 Penalty: 5244.275391
	Iteration 49Q: 3 clusters Score -4728848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -4728845.000000 Penalty: 5244.275391
	Iteration 50Q: 3 clusters Score -4728845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4728851.000000 Penalty: 5244.275391
	Iteration 51Q: 3 clusters Score -4728851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4728857.000000 Penalty: 5244.275391
	Iteration 52Q: 3 clusters Score -4728857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -4728861.000000 Penalty: 5244.275391
	Iteration 53Q: 3 clusters Score -4728861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -4728860.500000 Penalty: 5244.275391
	Iteration 54Q: 3 clusters Score -4728860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -4728863.500000 Penalty: 5244.275391
	Iteration 55Q: 3 clusters Score -4728864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -4728862.000000 Penalty: 5244.275391
	Iteration 56Q: 3 clusters Score -4728862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -4728855.000000 Penalty: 5244.275391
	Iteration 57Q: 3 clusters Score -4728855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4728854.500000 Penalty: 5244.275391
	Iteration 58Q: 3 clusters Score -4728854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -4728856.000000 Penalty: 5244.275391
	Iteration 59Q: 3 clusters Score -4728856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -4728853.500000 Penalty: 5244.275391
	Iteration 60F: 3 clusters Score -4728854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Entering Unmasked Estep 
Score: -2134270.750000 Penalty: 2418.920166
	Iteration 0F: 2 clusters Score -2134271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2121901.250000 Penalty: 4837.840332
	Iteration 0F: 3 clusters Score -2121901 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2126110.500000 Penalty: 4837.840332
	Iteration 1F: 3 clusters Score -2126110 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2126582.250000 Penalty: 4837.840332
	Iteration 2F: 3 clusters Score -2126582 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2127037.500000 Penalty: 4837.840332
	Iteration 3F: 3 clusters Score -2127038 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2127533.000000 Penalty: 4837.840332
	Iteration 4F: 3 clusters Score -2127533 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2128089.500000 Penalty: 4837.840332
	Iteration 5F: 3 clusters Score -2128090 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2128625.250000 Penalty: 4837.840332
	Iteration 6F: 3 clusters Score -2128625 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2129160.500000 Penalty: 4837.840332
	Iteration 7F: 3 clusters Score -2129160 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2129697.250000 Penalty: 4837.840332
	Iteration 8F: 3 clusters Score -2129697 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2130195.500000 Penalty: 4837.840332
	Iteration 9F: 3 clusters Score -2130196 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2130642.500000 Penalty: 4837.840332
	Iteration 10Q: 3 clusters Score -2130642 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2130998.500000 Penalty: 4837.840332
	Iteration 11Q: 3 clusters Score -2130998 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2131256.500000 Penalty: 4837.840332
	Iteration 12Q: 3 clusters Score -2131256 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2131504.750000 Penalty: 4837.840332
	Iteration 13Q: 3 clusters Score -2131505 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2131753.750000 Penalty: 4837.840332
	Iteration 14Q: 3 clusters Score -2131754 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2131955.750000 Penalty: 4837.840332
	Iteration 15Q: 3 clusters Score -2131956 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2132161.500000 Penalty: 4837.840332
	Iteration 16Q: 3 clusters Score -2132162 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2132305.500000 Penalty: 4837.840332
	Iteration 17Q: 3 clusters Score -2132306 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2132424.000000 Penalty: 4837.840332
	Iteration 18Q: 3 clusters Score -2132424 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2132523.250000 Penalty: 4837.840332
	Iteration 19Q: 3 clusters Score -2132523 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2132586.250000 Penalty: 4837.840332
	Iteration 20F: 3 clusters Score -2132586 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2132636.000000 Penalty: 4837.840332
	Iteration 21Q: 3 clusters Score -2132636 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2132676.000000 Penalty: 4837.840332
	Iteration 22Q: 3 clusters Score -2132676 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2132712.750000 Penalty: 4837.840332
	Iteration 23Q: 3 clusters Score -2132713 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2132745.000000 Penalty: 4837.840332
	Iteration 24Q: 3 clusters Score -2132745 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2132773.000000 Penalty: 4837.840332
	Iteration 25Q: 3 clusters Score -2132773 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2132796.250000 Penalty: 4837.840332
	Iteration 26Q: 3 clusters Score -2132796 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2132831.000000 Penalty: 4837.840332
	Iteration 27Q: 3 clusters Score -2132831 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2132863.000000 Penalty: 4837.840332
	Iteration 28Q: 3 clusters Score -2132863 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2132880.250000 Penalty: 4837.840332
	Iteration 29Q: 3 clusters Score -2132880 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2132896.500000 Penalty: 4837.840332
	Iteration 30Q: 3 clusters Score -2132896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2132913.500000 Penalty: 4837.840332
	Iteration 31Q: 3 clusters Score -2132914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2132930.250000 Penalty: 4837.840332
	Iteration 32Q: 3 clusters Score -2132930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2132950.000000 Penalty: 4837.840332
	Iteration 33Q: 3 clusters Score -2132950 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2132966.750000 Penalty: 4837.840332
	Iteration 34Q: 3 clusters Score -2132967 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2132992.000000 Penalty: 4837.840332
	Iteration 35Q: 3 clusters Score -2132992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2133008.250000 Penalty: 4837.840332
	Iteration 36Q: 3 clusters Score -2133008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2133026.750000 Penalty: 4837.840332
	Iteration 37Q: 3 clusters Score -2133027 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2133044.250000 Penalty: 4837.840332
	Iteration 38Q: 3 clusters Score -2133044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2133064.250000 Penalty: 4837.840332
	Iteration 39Q: 3 clusters Score -2133064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2133075.500000 Penalty: 4837.840332
	Iteration 40F: 3 clusters Score -2133076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2133089.500000 Penalty: 4837.840332
	Iteration 41Q: 3 clusters Score -2133090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2133094.500000 Penalty: 4837.840332
	Iteration 42Q: 3 clusters Score -2133094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2133104.750000 Penalty: 4837.840332
	Iteration 43Q: 3 clusters Score -2133105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2133111.500000 Penalty: 4837.840332
	Iteration 44Q: 3 clusters Score -2133112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2133112.750000 Penalty: 4837.840332
	Iteration 45Q: 3 clusters Score -2133113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2133113.000000 Penalty: 4837.840332
	Iteration 46Q: 3 clusters Score -2133113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2133112.500000 Penalty: 4837.840332
	Iteration 47Q: 3 clusters Score -2133112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2133118.750000 Penalty: 4837.840332
	Iteration 48Q: 3 clusters Score -2133119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2133117.250000 Penalty: 4837.840332
	Iteration 49Q: 3 clusters Score -2133117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2133121.500000 Penalty: 4837.840332
	Iteration 50Q: 3 clusters Score -2133122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2133122.250000 Penalty: 4837.840332
	Iteration 51Q: 3 clusters Score -2133122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2133121.500000 Penalty: 4837.840332
	Iteration 52Q: 3 clusters Score -2133122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2133127.750000 Penalty: 4837.840332
	Iteration 53Q: 3 clusters Score -2133128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2133127.500000 Penalty: 4837.840332
	Iteration 54Q: 3 clusters Score -2133128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2133126.250000 Penalty: 4837.840332
	Iteration 55Q: 3 clusters Score -2133126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2133130.000000 Penalty: 4837.840332
	Iteration 56Q: 3 clusters Score -2133130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2133128.750000 Penalty: 4837.840332
	Iteration 57Q: 3 clusters Score -2133129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2133130.000000 Penalty: 4837.840332
	Iteration 58Q: 3 clusters Score -2133130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2133133.250000 Penalty: 4837.840332
	Iteration 59Q: 3 clusters Score -2133133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2133133.000000 Penalty: 4837.840332
	Iteration 60F: 3 clusters Score -2133133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2133131.500000 Penalty: 4837.840332
	Iteration 61Q: 3 clusters Score -2133132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2133137.500000 Penalty: 4837.840332
	Iteration 62Q: 3 clusters Score -2133138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2133145.500000 Penalty: 4837.840332
	Iteration 63Q: 3 clusters Score -2133146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2133144.000000 Penalty: 4837.840332
	Iteration 64Q: 3 clusters Score -2133144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2133143.750000 Penalty: 4837.840332
	Iteration 65Q: 3 clusters Score -2133144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2133142.000000 Penalty: 4837.840332
	Iteration 66Q: 3 clusters Score -2133142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2133145.250000 Penalty: 4837.840332
	Iteration 67Q: 3 clusters Score -2133145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2133149.750000 Penalty: 4837.840332
	Iteration 68Q: 3 clusters Score -2133150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2133151.250000 Penalty: 4837.840332
	Iteration 69Q: 3 clusters Score -2133151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2133157.000000 Penalty: 4837.840332
	Iteration 70Q: 3 clusters Score -2133157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2133156.750000 Penalty: 4837.840332
	Iteration 71Q: 3 clusters Score -2133157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2133157.500000 Penalty: 4837.840332
	Iteration 72Q: 3 clusters Score -2133158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2133161.000000 Penalty: 4837.840332
	Iteration 73Q: 3 clusters Score -2133161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2133164.000000 Penalty: 4837.840332
	Iteration 74Q: 3 clusters Score -2133164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2133164.000000 Penalty: 4837.840332
	Iteration 75Q: 3 clusters Score -2133164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2133166.000000 Penalty: 4837.840332
	Iteration 76Q: 3 clusters Score -2133166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2133168.500000 Penalty: 4837.840332
	Iteration 77Q: 3 clusters Score -2133168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2133174.000000 Penalty: 4837.840332
	Iteration 78Q: 3 clusters Score -2133174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2133178.500000 Penalty: 4837.840332
	Iteration 79Q: 3 clusters Score -2133178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2133182.750000 Penalty: 4837.840332
	Iteration 80F: 3 clusters Score -2133183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2133184.750000 Penalty: 4837.840332
	Iteration 81Q: 3 clusters Score -2133185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2133188.250000 Penalty: 4837.840332
	Iteration 82Q: 3 clusters Score -2133188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2133184.500000 Penalty: 4837.840332
	Iteration 83Q: 3 clusters Score -2133184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2133186.250000 Penalty: 4837.840332
	Iteration 84Q: 3 clusters Score -2133186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2133190.250000 Penalty: 4837.840332
	Iteration 85Q: 3 clusters Score -2133190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2133190.750000 Penalty: 4837.840332
	Iteration 86Q: 3 clusters Score -2133191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2133192.250000 Penalty: 4837.840332
	Iteration 87Q: 3 clusters Score -2133192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2133192.000000 Penalty: 4837.840332
	Iteration 88Q: 3 clusters Score -2133192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2133191.750000 Penalty: 4837.840332
	Iteration 89Q: 3 clusters Score -2133192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2133195.000000 Penalty: 4837.840332
	Iteration 90Q: 3 clusters Score -2133195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2133193.750000 Penalty: 4837.840332
	Iteration 91Q: 3 clusters Score -2133194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2133195.250000 Penalty: 4837.840332
	Iteration 92Q: 3 clusters Score -2133195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2133200.000000 Penalty: 4837.840332
	Iteration 93Q: 3 clusters Score -2133200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2133201.000000 Penalty: 4837.840332
	Iteration 94Q: 3 clusters Score -2133201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2133203.000000 Penalty: 4837.840332
	Iteration 95Q: 3 clusters Score -2133203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2133207.750000 Penalty: 4837.840332
	Iteration 96Q: 3 clusters Score -2133208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2133215.000000 Penalty: 4837.840332
	Iteration 97Q: 3 clusters Score -2133215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2133216.500000 Penalty: 4837.840332
	Iteration 98Q: 3 clusters Score -2133216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2133214.750000 Penalty: 4837.840332
	Iteration 99Q: 3 clusters Score -2133215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2133219.250000 Penalty: 4837.840332
	Iteration 100F: 3 clusters Score -2133219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2133218.250000 Penalty: 4837.840332
	Iteration 101Q: 3 clusters Score -2133218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2133218.250000 Penalty: 4837.840332
	Iteration 102F: 3 clusters Score -2133218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Entering Unmasked Estep 
Score: -1049573.750000 Penalty: 2250.991943
	Iteration 0F: 2 clusters Score -1049574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1042696.562500 Penalty: 4501.983887
	Iteration 0F: 3 clusters Score -1042697 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1044548.625000 Penalty: 4501.983887
	Iteration 1F: 3 clusters Score -1044549 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1044824.437500 Penalty: 4501.983887
	Iteration 2F: 3 clusters Score -1044824 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1045016.687500 Penalty: 4501.983887
	Iteration 3F: 3 clusters Score -1045017 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1045166.250000 Penalty: 4501.983887
	Iteration 4Q: 3 clusters Score -1045166 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1045282.187500 Penalty: 4501.983887
	Iteration 5Q: 3 clusters Score -1045282 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1045389.750000 Penalty: 4501.983887
	Iteration 6Q: 3 clusters Score -1045390 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1045495.562500 Penalty: 4501.983887
	Iteration 7Q: 3 clusters Score -1045496 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1045618.750000 Penalty: 4501.983887
	Iteration 8Q: 3 clusters Score -1045619 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1045737.500000 Penalty: 4501.983887
	Iteration 9Q: 3 clusters Score -1045738 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1045864.937500 Penalty: 4501.983887
	Iteration 10Q: 3 clusters Score -1045865 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1045994.062500 Penalty: 4501.983887
	Iteration 11Q: 3 clusters Score -1045994 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1046128.750000 Penalty: 4501.983887
	Iteration 12Q: 3 clusters Score -1046129 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1046282.125000 Penalty: 4501.983887
	Iteration 13Q: 3 clusters Score -1046282 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1046478.250000 Penalty: 4501.983887
	Iteration 14Q: 3 clusters Score -1046478 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1046672.375000 Penalty: 4501.983887
	Iteration 15Q: 3 clusters Score -1046672 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1046822.875000 Penalty: 4501.983887
	Iteration 16Q: 3 clusters Score -1046823 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1046974.125000 Penalty: 4501.983887
	Iteration 17Q: 3 clusters Score -1046974 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1047117.625000 Penalty: 4501.983887
	Iteration 18Q: 3 clusters Score -1047118 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1047247.375000 Penalty: 4501.983887
	Iteration 19Q: 3 clusters Score -1047247 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1047352.312500 Penalty: 4501.983887
	Iteration 20F: 3 clusters Score -1047352 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1047426.000000 Penalty: 4501.983887
	Iteration 21Q: 3 clusters Score -1047426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1047477.187500 Penalty: 4501.983887
	Iteration 22Q: 3 clusters Score -1047477 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1047513.500000 Penalty: 4501.983887
	Iteration 23Q: 3 clusters Score -1047514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1047549.812500 Penalty: 4501.983887
	Iteration 24Q: 3 clusters Score -1047550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1047578.000000 Penalty: 4501.983887
	Iteration 25Q: 3 clusters Score -1047578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1047601.250000 Penalty: 4501.983887
	Iteration 26Q: 3 clusters Score -1047601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1047618.687500 Penalty: 4501.983887
	Iteration 27Q: 3 clusters Score -1047619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1047623.750000 Penalty: 4501.983887
	Iteration 28Q: 3 clusters Score -1047624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1047632.750000 Penalty: 4501.983887
	Iteration 29Q: 3 clusters Score -1047633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1047636.437500 Penalty: 4501.983887
	Iteration 30Q: 3 clusters Score -1047636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1047638.812500 Penalty: 4501.983887
	Iteration 31Q: 3 clusters Score -1047639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1047641.937500 Penalty: 4501.983887
	Iteration 32Q: 3 clusters Score -1047642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1047642.937500 Penalty: 4501.983887
	Iteration 33Q: 3 clusters Score -1047643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1047643.500000 Penalty: 4501.983887
	Iteration 34Q: 3 clusters Score -1047644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1047643.437500 Penalty: 4501.983887
	Iteration 35Q: 3 clusters Score -1047643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1047644.812500 Penalty: 4501.983887
	Iteration 36Q: 3 clusters Score -1047645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1047644.750000 Penalty: 4501.983887
	Iteration 37Q: 3 clusters Score -1047645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1047644.750000 Penalty: 4501.983887
	Iteration 38F: 3 clusters Score -1047645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -721493.437500 Penalty: 2157.024414
	Iteration 0F: 2 clusters Score -721493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -716362.375000 Penalty: 4314.048828
	Iteration 0F: 3 clusters Score -716362.4 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -717751.812500 Penalty: 4314.048828
	Iteration 1F: 3 clusters Score -717751.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -718118.250000 Penalty: 4314.048828
	Iteration 2F: 3 clusters Score -718118.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -718386.312500 Penalty: 4314.048828
	Iteration 3F: 3 clusters Score -718386.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -718612.500000 Penalty: 4314.048828
	Iteration 4F: 3 clusters Score -718612.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -718803.062500 Penalty: 4314.048828
	Iteration 5Q: 3 clusters Score -718803.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -718975.625000 Penalty: 4314.048828
	Iteration 6Q: 3 clusters Score -718975.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -719151.250000 Penalty: 4314.048828
	Iteration 7Q: 3 clusters Score -719151.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -719288.687500 Penalty: 4314.048828
	Iteration 8Q: 3 clusters Score -719288.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -719394.750000 Penalty: 4314.048828
	Iteration 9Q: 3 clusters Score -719394.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -719488.687500 Penalty: 4314.048828
	Iteration 10Q: 3 clusters Score -719488.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -719557.687500 Penalty: 4314.048828
	Iteration 11Q: 3 clusters Score -719557.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -719604.000000 Penalty: 4314.048828
	Iteration 12Q: 3 clusters Score -719604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -719637.562500 Penalty: 4314.048828
	Iteration 13Q: 3 clusters Score -719637.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -719657.187500 Penalty: 4314.048828
	Iteration 14Q: 3 clusters Score -719657.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -719679.000000 Penalty: 4314.048828
	Iteration 15Q: 3 clusters Score -719679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -719695.375000 Penalty: 4314.048828
	Iteration 16Q: 3 clusters Score -719695.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -719708.062500 Penalty: 4314.048828
	Iteration 17Q: 3 clusters Score -719708.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -719718.625000 Penalty: 4314.048828
	Iteration 18Q: 3 clusters Score -719718.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -719726.312500 Penalty: 4314.048828
	Iteration 19Q: 3 clusters Score -719726.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -719732.187500 Penalty: 4314.048828
	Iteration 20F: 3 clusters Score -719732.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -719735.125000 Penalty: 4314.048828
	Iteration 21Q: 3 clusters Score -719735.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -719739.312500 Penalty: 4314.048828
	Iteration 22Q: 3 clusters Score -719739.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -719742.375000 Penalty: 4314.048828
	Iteration 23Q: 3 clusters Score -719742.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -719744.562500 Penalty: 4314.048828
	Iteration 24Q: 3 clusters Score -719744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -719748.937500 Penalty: 4314.048828
	Iteration 25Q: 3 clusters Score -719748.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -719751.000000 Penalty: 4314.048828
	Iteration 26Q: 3 clusters Score -719751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -719752.250000 Penalty: 4314.048828
	Iteration 27Q: 3 clusters Score -719752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -719752.187500 Penalty: 4314.048828
	Iteration 28Q: 3 clusters Score -719752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -719754.625000 Penalty: 4314.048828
	Iteration 29Q: 3 clusters Score -719754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -719755.250000 Penalty: 4314.048828
	Iteration 30Q: 3 clusters Score -719755.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -719755.250000 Penalty: 4314.048828
	Iteration 31F: 3 clusters Score -719755.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Entering Unmasked Estep 
Score: -2702521.000000 Penalty: 2476.490967
	Iteration 0F: 2 clusters Score -2702521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2687399.500000 Penalty: 4952.981934
	Iteration 0F: 3 clusters Score -2687400 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2692378.250000 Penalty: 4952.981934
	Iteration 1F: 3 clusters Score -2692378 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2692737.750000 Penalty: 4952.981934
	Iteration 2Q: 3 clusters Score -2692738 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2693021.750000 Penalty: 4952.981934
	Iteration 3Q: 3 clusters Score -2693022 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2693279.000000 Penalty: 4952.981934
	Iteration 4Q: 3 clusters Score -2693279 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2693533.000000 Penalty: 4952.981934
	Iteration 5Q: 3 clusters Score -2693533 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2693856.250000 Penalty: 4952.981934
	Iteration 6Q: 3 clusters Score -2693856 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2694258.500000 Penalty: 4952.981934
	Iteration 7Q: 3 clusters Score -2694258 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2694855.250000 Penalty: 4952.981934
	Iteration 8Q: 3 clusters Score -2694855 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2695719.000000 Penalty: 4952.981934
	Iteration 9F: 3 clusters Score -2695719 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2696763.250000 Penalty: 4952.981934
	Iteration 10F: 3 clusters Score -2696763 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2697805.750000 Penalty: 4952.981934
	Iteration 11F: 3 clusters Score -2697806 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2698716.250000 Penalty: 4952.981934
	Iteration 12Q: 3 clusters Score -2698716 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2699342.000000 Penalty: 4952.981934
	Iteration 13Q: 3 clusters Score -2699342 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2699704.500000 Penalty: 4952.981934
	Iteration 14Q: 3 clusters Score -2699704 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2699938.500000 Penalty: 4952.981934
	Iteration 15Q: 3 clusters Score -2699938 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2700097.250000 Penalty: 4952.981934
	Iteration 16Q: 3 clusters Score -2700097 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2700194.750000 Penalty: 4952.981934
	Iteration 17Q: 3 clusters Score -2700195 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -2700236.500000 Penalty: 4952.981934
	Iteration 18Q: 3 clusters Score -2700236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2700271.250000 Penalty: 4952.981934
	Iteration 19Q: 3 clusters Score -2700271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2700283.500000 Penalty: 4952.981934
	Iteration 20F: 3 clusters Score -2700284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2700293.250000 Penalty: 4952.981934
	Iteration 21Q: 3 clusters Score -2700293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2700291.250000 Penalty: 4952.981934
	Iteration 22Q: 3 clusters Score -2700291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2700298.500000 Penalty: 4952.981934
	Iteration 23Q: 3 clusters Score -2700298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2700308.000000 Penalty: 4952.981934
	Iteration 24Q: 3 clusters Score -2700308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2700315.500000 Penalty: 4952.981934
	Iteration 25Q: 3 clusters Score -2700316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2700326.000000 Penalty: 4952.981934
	Iteration 26Q: 3 clusters Score -2700326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2700336.500000 Penalty: 4952.981934
	Iteration 27Q: 3 clusters Score -2700336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2700350.000000 Penalty: 4952.981934
	Iteration 28Q: 3 clusters Score -2700350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2700355.250000 Penalty: 4952.981934
	Iteration 29Q: 3 clusters Score -2700355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2700359.000000 Penalty: 4952.981934
	Iteration 30Q: 3 clusters Score -2700359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2700363.250000 Penalty: 4952.981934
	Iteration 31Q: 3 clusters Score -2700363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2700372.000000 Penalty: 4952.981934
	Iteration 32Q: 3 clusters Score -2700372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2700375.750000 Penalty: 4952.981934
	Iteration 33Q: 3 clusters Score -2700376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2700382.250000 Penalty: 4952.981934
	Iteration 34Q: 3 clusters Score -2700382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2700386.250000 Penalty: 4952.981934
	Iteration 35Q: 3 clusters Score -2700386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2700386.250000 Penalty: 4952.981934
	Iteration 36F: 3 clusters Score -2700386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -83996.812500 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -83996.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -82200.476562 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -82200.48 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82728.593750 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -82728.59 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83125.179688 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -83125.18 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -83440.335938 Penalty: 3368.445801
	Iteration 3F: 3 clusters Score -83440.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83607.804688 Penalty: 3368.445801
	Iteration 4F: 3 clusters Score -83607.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83732.789062 Penalty: 3368.445801
	Iteration 5Q: 3 clusters Score -83732.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -83854.453125 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -83854.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -83984.421875 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -83984.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84097.015625 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -84097.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -84181.218750 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -84181.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -84223.289062 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -84223.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84258.140625 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -84258.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -84267.632812 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -84267.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84275.890625 Penalty: 3368.445801
	Iteration 13Q: 3 clusters Score -84275.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84277.046875 Penalty: 3368.445801
	Iteration 14Q: 3 clusters Score -84277.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84277.046875 Penalty: 3368.445801
	Iteration 15F: 3 clusters Score -84277.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 465 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5348 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 622 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5605 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 425 members 
Entering Unmasked Estep 
Score: -154535408.000000 Penalty: 286492.562500
Splitting cluster 36 changes total score from -154536816.000000 to -154535408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -385283.312500 Penalty: 2038.058716
	Iteration 0F: 2 clusters Score -385283.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -381591.187500 Penalty: 4076.117432
	Iteration 0F: 3 clusters Score -381591.2 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -382470.062500 Penalty: 4076.117432
	Iteration 1F: 3 clusters Score -382470.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -382716.218750 Penalty: 4076.117432
	Iteration 2F: 3 clusters Score -382716.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -382892.156250 Penalty: 4076.117432
	Iteration 3F: 3 clusters Score -382892.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -383027.687500 Penalty: 4076.117432
	Iteration 4Q: 3 clusters Score -383027.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -383149.687500 Penalty: 4076.117432
	Iteration 5Q: 3 clusters Score -383149.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -383283.593750 Penalty: 4076.117432
	Iteration 6Q: 3 clusters Score -383283.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -383397.468750 Penalty: 4076.117432
	Iteration 7Q: 3 clusters Score -383397.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -383500.406250 Penalty: 4076.117432
	Iteration 8Q: 3 clusters Score -383500.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -383595.656250 Penalty: 4076.117432
	Iteration 9Q: 3 clusters Score -383595.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -383663.062500 Penalty: 4076.117432
	Iteration 10Q: 3 clusters Score -383663.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -383721.812500 Penalty: 4076.117432
	Iteration 11Q: 3 clusters Score -383721.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -383777.281250 Penalty: 4076.117432
	Iteration 12Q: 3 clusters Score -383777.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -383810.812500 Penalty: 4076.117432
	Iteration 13Q: 3 clusters Score -383810.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -383831.312500 Penalty: 4076.117432
	Iteration 14Q: 3 clusters Score -383831.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -383847.156250 Penalty: 4076.117432
	Iteration 15Q: 3 clusters Score -383847.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -383863.031250 Penalty: 4076.117432
	Iteration 16Q: 3 clusters Score -383863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -383872.812500 Penalty: 4076.117432
	Iteration 17Q: 3 clusters Score -383872.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -383878.937500 Penalty: 4076.117432
	Iteration 18Q: 3 clusters Score -383878.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -383883.031250 Penalty: 4076.117432
	Iteration 19Q: 3 clusters Score -383883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -383886.906250 Penalty: 4076.117432
	Iteration 20F: 3 clusters Score -383886.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -383889.531250 Penalty: 4076.117432
	Iteration 21Q: 3 clusters Score -383889.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -383890.906250 Penalty: 4076.117432
	Iteration 22Q: 3 clusters Score -383890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -383891.875000 Penalty: 4076.117432
	Iteration 23Q: 3 clusters Score -383891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -383892.562500 Penalty: 4076.117432
	Iteration 24Q: 3 clusters Score -383892.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -383893.437500 Penalty: 4076.117432
	Iteration 25Q: 3 clusters Score -383893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -383893.687500 Penalty: 4076.117432
	Iteration 26Q: 3 clusters Score -383893.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -383895.531250 Penalty: 4076.117432
	Iteration 27Q: 3 clusters Score -383895.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -383896.312500 Penalty: 4076.117432
	Iteration 28Q: 3 clusters Score -383896.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -383896.843750 Penalty: 4076.117432
	Iteration 29Q: 3 clusters Score -383896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -383897.656250 Penalty: 4076.117432
	Iteration 30Q: 3 clusters Score -383897.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -383898.093750 Penalty: 4076.117432
	Iteration 31Q: 3 clusters Score -383898.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -383899.093750 Penalty: 4076.117432
	Iteration 32Q: 3 clusters Score -383899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -383901.656250 Penalty: 4076.117432
	Iteration 33Q: 3 clusters Score -383901.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -383902.281250 Penalty: 4076.117432
	Iteration 34Q: 3 clusters Score -383902.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -383904.625000 Penalty: 4076.117432
	Iteration 35Q: 3 clusters Score -383904.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -383905.031250 Penalty: 4076.117432
	Iteration 36Q: 3 clusters Score -383905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -383905.531250 Penalty: 4076.117432
	Iteration 37Q: 3 clusters Score -383905.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -383905.656250 Penalty: 4076.117432
	Iteration 38Q: 3 clusters Score -383905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -383907.718750 Penalty: 4076.117432
	Iteration 39Q: 3 clusters Score -383907.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -383909.718750 Penalty: 4076.117432
	Iteration 40F: 3 clusters Score -383909.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -383912.031250 Penalty: 4076.117432
	Iteration 41Q: 3 clusters Score -383912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -383913.156250 Penalty: 4076.117432
	Iteration 42Q: 3 clusters Score -383913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -383914.000000 Penalty: 4076.117432
	Iteration 43Q: 3 clusters Score -383914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -383915.437500 Penalty: 4076.117432
	Iteration 44Q: 3 clusters Score -383915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -383915.562500 Penalty: 4076.117432
	Iteration 45Q: 3 clusters Score -383915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -383915.562500 Penalty: 4076.117432
	Iteration 46F: 3 clusters Score -383915.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Entering Unmasked Estep 
Score: -1146358.125000 Penalty: 2275.867920
	Iteration 0F: 2 clusters Score -1146358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1138908.500000 Penalty: 4551.735840
	Iteration 0F: 3 clusters Score -1138908 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1141064.250000 Penalty: 4551.735840
	Iteration 1F: 3 clusters Score -1141064 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1141421.000000 Penalty: 4551.735840
	Iteration 2F: 3 clusters Score -1141421 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1141724.000000 Penalty: 4551.735840
	Iteration 3F: 3 clusters Score -1141724 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1142004.500000 Penalty: 4551.735840
	Iteration 4F: 3 clusters Score -1142004 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1142260.375000 Penalty: 4551.735840
	Iteration 5Q: 3 clusters Score -1142260 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1142536.500000 Penalty: 4551.735840
	Iteration 6Q: 3 clusters Score -1142536 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1142831.625000 Penalty: 4551.735840
	Iteration 7Q: 3 clusters Score -1142832 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1143139.000000 Penalty: 4551.735840
	Iteration 8Q: 3 clusters Score -1143139 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1143460.875000 Penalty: 4551.735840
	Iteration 9Q: 3 clusters Score -1143461 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1143821.500000 Penalty: 4551.735840
	Iteration 10Q: 3 clusters Score -1143822 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1144249.125000 Penalty: 4551.735840
	Iteration 11Q: 3 clusters Score -1144249 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1144733.375000 Penalty: 4551.735840
	Iteration 12Q: 3 clusters Score -1144733 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1145270.875000 Penalty: 4551.735840
	Iteration 13Q: 3 clusters Score -1145271 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1145684.625000 Penalty: 4551.735840
	Iteration 14Q: 3 clusters Score -1145685 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1145857.875000 Penalty: 4551.735840
	Iteration 15Q: 3 clusters Score -1145858 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1145922.000000 Penalty: 4551.735840
	Iteration 16Q: 3 clusters Score -1145922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1145942.750000 Penalty: 4551.735840
	Iteration 17Q: 3 clusters Score -1145943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1145950.500000 Penalty: 4551.735840
	Iteration 18Q: 3 clusters Score -1145950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1145951.375000 Penalty: 4551.735840
	Iteration 19Q: 3 clusters Score -1145951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1145951.125000 Penalty: 4551.735840
	Iteration 20F: 3 clusters Score -1145951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1145954.875000 Penalty: 4551.735840
	Iteration 21Q: 3 clusters Score -1145955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1145954.875000 Penalty: 4551.735840
	Iteration 22F: 3 clusters Score -1145955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -171552.250000 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -171552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -169317.921875 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -169317.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -169666.875000 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -169666.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -169771.656250 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -169771.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -169830.062500 Penalty: 3607.454102
	Iteration 3Q: 3 clusters Score -169830.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -169863.937500 Penalty: 3607.454102
	Iteration 4Q: 3 clusters Score -169863.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -169905.937500 Penalty: 3607.454102
	Iteration 5Q: 3 clusters Score -169905.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -169957.140625 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -169957.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -169992.578125 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -169992.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -170016.234375 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -170016.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -170037.968750 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -170038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -170054.828125 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -170054.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -170063.875000 Penalty: 3607.454102
	Iteration 11Q: 3 clusters Score -170063.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -170070.421875 Penalty: 3607.454102
	Iteration 12Q: 3 clusters Score -170070.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -170078.687500 Penalty: 3607.454102
	Iteration 13Q: 3 clusters Score -170078.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -170082.656250 Penalty: 3607.454102
	Iteration 14Q: 3 clusters Score -170082.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -170091.406250 Penalty: 3607.454102
	Iteration 15Q: 3 clusters Score -170091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -170098.937500 Penalty: 3607.454102
	Iteration 16Q: 3 clusters Score -170098.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -170104.296875 Penalty: 3607.454102
	Iteration 17Q: 3 clusters Score -170104.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -170109.515625 Penalty: 3607.454102
	Iteration 18Q: 3 clusters Score -170109.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -170113.406250 Penalty: 3607.454102
	Iteration 19Q: 3 clusters Score -170113.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -170117.328125 Penalty: 3607.454102
	Iteration 20F: 3 clusters Score -170117.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -170125.734375 Penalty: 3607.454102
	Iteration 21Q: 3 clusters Score -170125.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -170136.437500 Penalty: 3607.454102
	Iteration 22Q: 3 clusters Score -170136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -170141.828125 Penalty: 3607.454102
	Iteration 23Q: 3 clusters Score -170141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -170147.109375 Penalty: 3607.454102
	Iteration 24Q: 3 clusters Score -170147.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -170153.765625 Penalty: 3607.454102
	Iteration 25Q: 3 clusters Score -170153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -170160.640625 Penalty: 3607.454102
	Iteration 26Q: 3 clusters Score -170160.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -170169.453125 Penalty: 3607.454102
	Iteration 27Q: 3 clusters Score -170169.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -170176.890625 Penalty: 3607.454102
	Iteration 28Q: 3 clusters Score -170176.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -170182.484375 Penalty: 3607.454102
	Iteration 29Q: 3 clusters Score -170182.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -170193.765625 Penalty: 3607.454102
	Iteration 30Q: 3 clusters Score -170193.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -170202.312500 Penalty: 3607.454102
	Iteration 31Q: 3 clusters Score -170202.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -170210.328125 Penalty: 3607.454102
	Iteration 32Q: 3 clusters Score -170210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -170223.203125 Penalty: 3607.454102
	Iteration 33Q: 3 clusters Score -170223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -170232.078125 Penalty: 3607.454102
	Iteration 34Q: 3 clusters Score -170232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -170236.406250 Penalty: 3607.454102
	Iteration 35Q: 3 clusters Score -170236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -170242.093750 Penalty: 3607.454102
	Iteration 36Q: 3 clusters Score -170242.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -170243.453125 Penalty: 3607.454102
	Iteration 37Q: 3 clusters Score -170243.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -170243.453125 Penalty: 3607.454102
	Iteration 38F: 3 clusters Score -170243.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -273462.437500 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -273462.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -270605.437500 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -270605.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -271154.468750 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -271154.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -271320.500000 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -271320.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -271433.500000 Penalty: 3846.860596
	Iteration 3F: 3 clusters Score -271433.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -271510.906250 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -271510.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -271557.343750 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -271557.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -271599.031250 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -271599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -271655.093750 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -271655.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -271704.937500 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -271704.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -271759.593750 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -271759.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -271797.468750 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -271797.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -271835.531250 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -271835.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -271872.093750 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -271872.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -271906.875000 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -271906.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -271940.531250 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -271940.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -271968.843750 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -271968.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -271997.437500 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -271997.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -272021.406250 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -272021.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -272048.375000 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -272048.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -272071.968750 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -272072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -272085.000000 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -272085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -272094.468750 Penalty: 3846.860596
	Iteration 21Q: 3 clusters Score -272094.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -272107.125000 Penalty: 3846.860596
	Iteration 22Q: 3 clusters Score -272107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -272114.468750 Penalty: 3846.860596
	Iteration 23Q: 3 clusters Score -272114.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -272121.031250 Penalty: 3846.860596
	Iteration 24Q: 3 clusters Score -272121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -272125.343750 Penalty: 3846.860596
	Iteration 25Q: 3 clusters Score -272125.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -272129.031250 Penalty: 3846.860596
	Iteration 26Q: 3 clusters Score -272129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -272130.468750 Penalty: 3846.860596
	Iteration 27Q: 3 clusters Score -272130.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -272132.968750 Penalty: 3846.860596
	Iteration 28Q: 3 clusters Score -272133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -272133.937500 Penalty: 3846.860596
	Iteration 29Q: 3 clusters Score -272133.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -272134.250000 Penalty: 3846.860596
	Iteration 30Q: 3 clusters Score -272134.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -272134.250000 Penalty: 3846.860596
	Iteration 31F: 3 clusters Score -272134.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -57482.117188 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -57482.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -56121.808594 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -56121.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56257.597656 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -56257.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -56332.800781 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -56332.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56357.214844 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -56357.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -56372.191406 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -56372.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -56385.335938 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -56385.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56388.972656 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -56388.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56388.972656 Penalty: 2930.409180
	Iteration 7F: 3 clusters Score -56388.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Entering Unmasked Estep 
Score: -445456.937500 Penalty: 2045.894775
	Iteration 0F: 2 clusters Score -445456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -441673.656250 Penalty: 4091.789551
	Iteration 0F: 3 clusters Score -441673.7 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -442508.718750 Penalty: 4091.789551
	Iteration 1F: 3 clusters Score -442508.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -442687.812500 Penalty: 4091.789551
	Iteration 2F: 3 clusters Score -442687.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -442776.968750 Penalty: 4091.789551
	Iteration 3Q: 3 clusters Score -442777 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -442844.500000 Penalty: 4091.789551
	Iteration 4Q: 3 clusters Score -442844.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -442889.125000 Penalty: 4091.789551
	Iteration 5Q: 3 clusters Score -442889.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -442924.343750 Penalty: 4091.789551
	Iteration 6Q: 3 clusters Score -442924.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -442959.000000 Penalty: 4091.789551
	Iteration 7Q: 3 clusters Score -442959 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -442987.625000 Penalty: 4091.789551
	Iteration 8Q: 3 clusters Score -442987.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -443005.718750 Penalty: 4091.789551
	Iteration 9Q: 3 clusters Score -443005.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -443016.625000 Penalty: 4091.789551
	Iteration 10Q: 3 clusters Score -443016.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -443026.718750 Penalty: 4091.789551
	Iteration 11Q: 3 clusters Score -443026.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -443037.875000 Penalty: 4091.789551
	Iteration 12Q: 3 clusters Score -443037.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -443052.218750 Penalty: 4091.789551
	Iteration 13Q: 3 clusters Score -443052.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -443063.000000 Penalty: 4091.789551
	Iteration 14Q: 3 clusters Score -443063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -443072.593750 Penalty: 4091.789551
	Iteration 15Q: 3 clusters Score -443072.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -443080.625000 Penalty: 4091.789551
	Iteration 16Q: 3 clusters Score -443080.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -443087.625000 Penalty: 4091.789551
	Iteration 17Q: 3 clusters Score -443087.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -443097.593750 Penalty: 4091.789551
	Iteration 18Q: 3 clusters Score -443097.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -443107.125000 Penalty: 4091.789551
	Iteration 19Q: 3 clusters Score -443107.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -443112.656250 Penalty: 4091.789551
	Iteration 20F: 3 clusters Score -443112.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -443116.968750 Penalty: 4091.789551
	Iteration 21Q: 3 clusters Score -443117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -443123.312500 Penalty: 4091.789551
	Iteration 22Q: 3 clusters Score -443123.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -443130.187500 Penalty: 4091.789551
	Iteration 23Q: 3 clusters Score -443130.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -443136.218750 Penalty: 4091.789551
	Iteration 24Q: 3 clusters Score -443136.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -443143.312500 Penalty: 4091.789551
	Iteration 25Q: 3 clusters Score -443143.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -443149.937500 Penalty: 4091.789551
	Iteration 26Q: 3 clusters Score -443149.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -443156.937500 Penalty: 4091.789551
	Iteration 27Q: 3 clusters Score -443156.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -443168.281250 Penalty: 4091.789551
	Iteration 28Q: 3 clusters Score -443168.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -443184.718750 Penalty: 4091.789551
	Iteration 29Q: 3 clusters Score -443184.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -443204.062500 Penalty: 4091.789551
	Iteration 30Q: 3 clusters Score -443204.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -443222.156250 Penalty: 4091.789551
	Iteration 31Q: 3 clusters Score -443222.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -443242.687500 Penalty: 4091.789551
	Iteration 32Q: 3 clusters Score -443242.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -443261.406250 Penalty: 4091.789551
	Iteration 33Q: 3 clusters Score -443261.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -443282.062500 Penalty: 4091.789551
	Iteration 34Q: 3 clusters Score -443282.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -443309.125000 Penalty: 4091.789551
	Iteration 35Q: 3 clusters Score -443309.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -443335.687500 Penalty: 4091.789551
	Iteration 36Q: 3 clusters Score -443335.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -443363.937500 Penalty: 4091.789551
	Iteration 37Q: 3 clusters Score -443363.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -443401.718750 Penalty: 4091.789551
	Iteration 38Q: 3 clusters Score -443401.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -443450.156250 Penalty: 4091.789551
	Iteration 39Q: 3 clusters Score -443450.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -443503.562500 Penalty: 4091.789551
	Iteration 40F: 3 clusters Score -443503.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -443565.062500 Penalty: 4091.789551
	Iteration 41Q: 3 clusters Score -443565.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -443640.343750 Penalty: 4091.789551
	Iteration 42Q: 3 clusters Score -443640.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -443699.687500 Penalty: 4091.789551
	Iteration 43Q: 3 clusters Score -443699.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -443790.156250 Penalty: 4091.789551
	Iteration 44Q: 3 clusters Score -443790.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -443901.781250 Penalty: 4091.789551
	Iteration 45Q: 3 clusters Score -443901.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -444008.656250 Penalty: 4091.789551
	Iteration 46Q: 3 clusters Score -444008.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -444095.062500 Penalty: 4091.789551
	Iteration 47Q: 3 clusters Score -444095.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -444139.062500 Penalty: 4091.789551
	Iteration 48Q: 3 clusters Score -444139.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -444166.937500 Penalty: 4091.789551
	Iteration 49Q: 3 clusters Score -444166.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -444182.156250 Penalty: 4091.789551
	Iteration 50Q: 3 clusters Score -444182.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -444192.718750 Penalty: 4091.789551
	Iteration 51Q: 3 clusters Score -444192.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -444203.531250 Penalty: 4091.789551
	Iteration 52Q: 3 clusters Score -444203.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -444217.437500 Penalty: 4091.789551
	Iteration 53Q: 3 clusters Score -444217.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -444229.437500 Penalty: 4091.789551
	Iteration 54Q: 3 clusters Score -444229.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -444239.000000 Penalty: 4091.789551
	Iteration 55Q: 3 clusters Score -444239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -444244.812500 Penalty: 4091.789551
	Iteration 56Q: 3 clusters Score -444244.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -444251.093750 Penalty: 4091.789551
	Iteration 57Q: 3 clusters Score -444251.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -444257.312500 Penalty: 4091.789551
	Iteration 58Q: 3 clusters Score -444257.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -444261.875000 Penalty: 4091.789551
	Iteration 59Q: 3 clusters Score -444261.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -444265.875000 Penalty: 4091.789551
	Iteration 60F: 3 clusters Score -444265.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -444269.250000 Penalty: 4091.789551
	Iteration 61Q: 3 clusters Score -444269.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -444271.312500 Penalty: 4091.789551
	Iteration 62Q: 3 clusters Score -444271.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -444271.843750 Penalty: 4091.789551
	Iteration 63Q: 3 clusters Score -444271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -444272.937500 Penalty: 4091.789551
	Iteration 64Q: 3 clusters Score -444272.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -444275.187500 Penalty: 4091.789551
	Iteration 65Q: 3 clusters Score -444275.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -444279.343750 Penalty: 4091.789551
	Iteration 66Q: 3 clusters Score -444279.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -444284.500000 Penalty: 4091.789551
	Iteration 67Q: 3 clusters Score -444284.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -444286.062500 Penalty: 4091.789551
	Iteration 68Q: 3 clusters Score -444286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -444287.218750 Penalty: 4091.789551
	Iteration 69Q: 3 clusters Score -444287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -444287.437500 Penalty: 4091.789551
	Iteration 70Q: 3 clusters Score -444287.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -444288.843750 Penalty: 4091.789551
	Iteration 71Q: 3 clusters Score -444288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -444289.718750 Penalty: 4091.789551
	Iteration 72Q: 3 clusters Score -444289.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -444290.687500 Penalty: 4091.789551
	Iteration 73Q: 3 clusters Score -444290.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -444292.218750 Penalty: 4091.789551
	Iteration 74Q: 3 clusters Score -444292.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -444296.406250 Penalty: 4091.789551
	Iteration 75Q: 3 clusters Score -444296.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -444301.968750 Penalty: 4091.789551
	Iteration 76Q: 3 clusters Score -444302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -444306.125000 Penalty: 4091.789551
	Iteration 77Q: 3 clusters Score -444306.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -444311.468750 Penalty: 4091.789551
	Iteration 78Q: 3 clusters Score -444311.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -444317.218750 Penalty: 4091.789551
	Iteration 79Q: 3 clusters Score -444317.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -444321.562500 Penalty: 4091.789551
	Iteration 80F: 3 clusters Score -444321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -444322.593750 Penalty: 4091.789551
	Iteration 81Q: 3 clusters Score -444322.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -444324.656250 Penalty: 4091.789551
	Iteration 82Q: 3 clusters Score -444324.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -444328.000000 Penalty: 4091.789551
	Iteration 83Q: 3 clusters Score -444328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -444331.218750 Penalty: 4091.789551
	Iteration 84Q: 3 clusters Score -444331.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -444333.968750 Penalty: 4091.789551
	Iteration 85Q: 3 clusters Score -444334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -444339.781250 Penalty: 4091.789551
	Iteration 86Q: 3 clusters Score -444339.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -444344.343750 Penalty: 4091.789551
	Iteration 87Q: 3 clusters Score -444344.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -444347.062500 Penalty: 4091.789551
	Iteration 88Q: 3 clusters Score -444347.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -444350.781250 Penalty: 4091.789551
	Iteration 89Q: 3 clusters Score -444350.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -444355.375000 Penalty: 4091.789551
	Iteration 90Q: 3 clusters Score -444355.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -444361.406250 Penalty: 4091.789551
	Iteration 91Q: 3 clusters Score -444361.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -444371.437500 Penalty: 4091.789551
	Iteration 92Q: 3 clusters Score -444371.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -444382.562500 Penalty: 4091.789551
	Iteration 93Q: 3 clusters Score -444382.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -444394.093750 Penalty: 4091.789551
	Iteration 94Q: 3 clusters Score -444394.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -444404.156250 Penalty: 4091.789551
	Iteration 95Q: 3 clusters Score -444404.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -444412.468750 Penalty: 4091.789551
	Iteration 96Q: 3 clusters Score -444412.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -444420.437500 Penalty: 4091.789551
	Iteration 97Q: 3 clusters Score -444420.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -444425.312500 Penalty: 4091.789551
	Iteration 98Q: 3 clusters Score -444425.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -444429.812500 Penalty: 4091.789551
	Iteration 99Q: 3 clusters Score -444429.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -444435.031250 Penalty: 4091.789551
	Iteration 100F: 3 clusters Score -444435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -444438.593750 Penalty: 4091.789551
	Iteration 101Q: 3 clusters Score -444438.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -444443.875000 Penalty: 4091.789551
	Iteration 102Q: 3 clusters Score -444443.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -444450.156250 Penalty: 4091.789551
	Iteration 103Q: 3 clusters Score -444450.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -444457.062500 Penalty: 4091.789551
	Iteration 104Q: 3 clusters Score -444457.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -444462.500000 Penalty: 4091.789551
	Iteration 105Q: 3 clusters Score -444462.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -444466.687500 Penalty: 4091.789551
	Iteration 106Q: 3 clusters Score -444466.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -444472.031250 Penalty: 4091.789551
	Iteration 107Q: 3 clusters Score -444472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -444474.343750 Penalty: 4091.789551
	Iteration 108Q: 3 clusters Score -444474.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -444475.218750 Penalty: 4091.789551
	Iteration 109Q: 3 clusters Score -444475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -444475.750000 Penalty: 4091.789551
	Iteration 110Q: 3 clusters Score -444475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -444476.125000 Penalty: 4091.789551
	Iteration 111Q: 3 clusters Score -444476.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -444477.531250 Penalty: 4091.789551
	Iteration 112Q: 3 clusters Score -444477.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -444476.937500 Penalty: 4091.789551
	Iteration 113Q: 3 clusters Score -444476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -444478.156250 Penalty: 4091.789551
	Iteration 114Q: 3 clusters Score -444478.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -444478.625000 Penalty: 4091.789551
	Iteration 115Q: 3 clusters Score -444478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -444479.468750 Penalty: 4091.789551
	Iteration 116Q: 3 clusters Score -444479.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -444479.468750 Penalty: 4091.789551
	Iteration 117F: 3 clusters Score -444479.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -273514.031250 Penalty: 1917.953491
	Iteration 0F: 2 clusters Score -273514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -270711.343750 Penalty: 3835.906982
	Iteration 0F: 3 clusters Score -270711.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -271256.406250 Penalty: 3835.906982
	Iteration 1F: 3 clusters Score -271256.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -271405.656250 Penalty: 3835.906982
	Iteration 2F: 3 clusters Score -271405.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -271482.125000 Penalty: 3835.906982
	Iteration 3Q: 3 clusters Score -271482.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -271540.875000 Penalty: 3835.906982
	Iteration 4Q: 3 clusters Score -271540.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -271570.656250 Penalty: 3835.906982
	Iteration 5Q: 3 clusters Score -271570.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -271588.718750 Penalty: 3835.906982
	Iteration 6Q: 3 clusters Score -271588.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -271603.437500 Penalty: 3835.906982
	Iteration 7Q: 3 clusters Score -271603.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -271613.781250 Penalty: 3835.906982
	Iteration 8Q: 3 clusters Score -271613.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -271619.000000 Penalty: 3835.906982
	Iteration 9Q: 3 clusters Score -271619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -271626.625000 Penalty: 3835.906982
	Iteration 10Q: 3 clusters Score -271626.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -271631.562500 Penalty: 3835.906982
	Iteration 11Q: 3 clusters Score -271631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -271633.843750 Penalty: 3835.906982
	Iteration 12Q: 3 clusters Score -271633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -271637.687500 Penalty: 3835.906982
	Iteration 13Q: 3 clusters Score -271637.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -271640.093750 Penalty: 3835.906982
	Iteration 14Q: 3 clusters Score -271640.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -271646.625000 Penalty: 3835.906982
	Iteration 15Q: 3 clusters Score -271646.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -271649.656250 Penalty: 3835.906982
	Iteration 16Q: 3 clusters Score -271649.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -271652.125000 Penalty: 3835.906982
	Iteration 17Q: 3 clusters Score -271652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -271653.156250 Penalty: 3835.906982
	Iteration 18Q: 3 clusters Score -271653.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -271656.156250 Penalty: 3835.906982
	Iteration 19Q: 3 clusters Score -271656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -271658.437500 Penalty: 3835.906982
	Iteration 20F: 3 clusters Score -271658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -271658.937500 Penalty: 3835.906982
	Iteration 21Q: 3 clusters Score -271658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -271660.187500 Penalty: 3835.906982
	Iteration 22Q: 3 clusters Score -271660.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -271660.406250 Penalty: 3835.906982
	Iteration 23Q: 3 clusters Score -271660.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -271660.406250 Penalty: 3835.906982
	Iteration 24F: 3 clusters Score -271660.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (31577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Entering Unmasked Estep 
Score: -3936339.250000 Penalty: 2569.325684
	Iteration 0F: 2 clusters Score -3936339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3914728.500000 Penalty: 5138.651367
	Iteration 0F: 3 clusters Score -3914728 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3922688.500000 Penalty: 5138.651367
	Iteration 1F: 3 clusters Score -3922688 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3923380.250000 Penalty: 5138.651367
	Iteration 2Q: 3 clusters Score -3923380 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3924259.500000 Penalty: 5138.651367
	Iteration 3F: 3 clusters Score -3924260 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3925567.000000 Penalty: 5138.651367
	Iteration 4F: 3 clusters Score -3925567 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3927355.750000 Penalty: 5138.651367
	Iteration 5F: 3 clusters Score -3927356 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3929230.500000 Penalty: 5138.651367
	Iteration 6F: 3 clusters Score -3929230 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3930631.000000 Penalty: 5138.651367
	Iteration 7F: 3 clusters Score -3930631 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3931514.500000 Penalty: 5138.651367
	Iteration 8F: 3 clusters Score -3931514 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3931960.000000 Penalty: 5138.651367
	Iteration 9Q: 3 clusters Score -3931960 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3932229.000000 Penalty: 5138.651367
	Iteration 10Q: 3 clusters Score -3932229 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3932383.250000 Penalty: 5138.651367
	Iteration 11Q: 3 clusters Score -3932383 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3932570.500000 Penalty: 5138.651367
	Iteration 12Q: 3 clusters Score -3932570 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3932689.000000 Penalty: 5138.651367
	Iteration 13Q: 3 clusters Score -3932689 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -3932841.750000 Penalty: 5138.651367
	Iteration 14Q: 3 clusters Score -3932842 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3933017.500000 Penalty: 5138.651367
	Iteration 15Q: 3 clusters Score -3933018 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -3933171.250000 Penalty: 5138.651367
	Iteration 16Q: 3 clusters Score -3933171 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3933356.000000 Penalty: 5138.651367
	Iteration 17Q: 3 clusters Score -3933356 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3933478.000000 Penalty: 5138.651367
	Iteration 18Q: 3 clusters Score -3933478 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -3933668.250000 Penalty: 5138.651367
	Iteration 19Q: 3 clusters Score -3933668 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3933845.000000 Penalty: 5138.651367
	Iteration 20F: 3 clusters Score -3933845 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3933986.500000 Penalty: 5138.651367
	Iteration 21Q: 3 clusters Score -3933986 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -3934125.750000 Penalty: 5138.651367
	Iteration 22Q: 3 clusters Score -3934126 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3934237.250000 Penalty: 5138.651367
	Iteration 23Q: 3 clusters Score -3934237 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3934345.750000 Penalty: 5138.651367
	Iteration 24Q: 3 clusters Score -3934346 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3934446.750000 Penalty: 5138.651367
	Iteration 25Q: 3 clusters Score -3934447 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3934562.500000 Penalty: 5138.651367
	Iteration 26Q: 3 clusters Score -3934562 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3934645.000000 Penalty: 5138.651367
	Iteration 27Q: 3 clusters Score -3934645 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3934718.250000 Penalty: 5138.651367
	Iteration 28Q: 3 clusters Score -3934718 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -3934807.000000 Penalty: 5138.651367
	Iteration 29Q: 3 clusters Score -3934807 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3934873.000000 Penalty: 5138.651367
	Iteration 30Q: 3 clusters Score -3934873 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3934919.250000 Penalty: 5138.651367
	Iteration 31Q: 3 clusters Score -3934919 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3934958.500000 Penalty: 5138.651367
	Iteration 32Q: 3 clusters Score -3934958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3934993.000000 Penalty: 5138.651367
	Iteration 33Q: 3 clusters Score -3934993 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3935006.750000 Penalty: 5138.651367
	Iteration 34Q: 3 clusters Score -3935007 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3935022.000000 Penalty: 5138.651367
	Iteration 35Q: 3 clusters Score -3935022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3935043.000000 Penalty: 5138.651367
	Iteration 36Q: 3 clusters Score -3935043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3935037.250000 Penalty: 5138.651367
	Iteration 37Q: 3 clusters Score -3935037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3935044.500000 Penalty: 5138.651367
	Iteration 38Q: 3 clusters Score -3935044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3935050.000000 Penalty: 5138.651367
	Iteration 39Q: 3 clusters Score -3935050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3935047.750000 Penalty: 5138.651367
	Iteration 40F: 3 clusters Score -3935048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3935047.500000 Penalty: 5138.651367
	Iteration 41Q: 3 clusters Score -3935048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3935042.500000 Penalty: 5138.651367
	Iteration 42Q: 3 clusters Score -3935042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3935046.250000 Penalty: 5138.651367
	Iteration 43Q: 3 clusters Score -3935046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3935042.250000 Penalty: 5138.651367
	Iteration 44Q: 3 clusters Score -3935042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3935040.750000 Penalty: 5138.651367
	Iteration 45Q: 3 clusters Score -3935041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3935045.500000 Penalty: 5138.651367
	Iteration 46Q: 3 clusters Score -3935046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3935048.750000 Penalty: 5138.651367
	Iteration 47Q: 3 clusters Score -3935049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3935057.250000 Penalty: 5138.651367
	Iteration 48Q: 3 clusters Score -3935057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3935055.250000 Penalty: 5138.651367
	Iteration 49Q: 3 clusters Score -3935055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3935055.000000 Penalty: 5138.651367
	Iteration 50Q: 3 clusters Score -3935055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3935061.250000 Penalty: 5138.651367
	Iteration 51Q: 3 clusters Score -3935061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3935061.000000 Penalty: 5138.651367
	Iteration 52Q: 3 clusters Score -3935061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3935060.250000 Penalty: 5138.651367
	Iteration 53Q: 3 clusters Score -3935060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3935066.250000 Penalty: 5138.651367
	Iteration 54Q: 3 clusters Score -3935066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3935070.250000 Penalty: 5138.651367
	Iteration 55Q: 3 clusters Score -3935070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3935067.750000 Penalty: 5138.651367
	Iteration 56Q: 3 clusters Score -3935068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3935073.750000 Penalty: 5138.651367
	Iteration 57Q: 3 clusters Score -3935074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3935072.250000 Penalty: 5138.651367
	Iteration 58Q: 3 clusters Score -3935072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3935068.000000 Penalty: 5138.651367
	Iteration 59Q: 3 clusters Score -3935068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3935066.750000 Penalty: 5138.651367
	Iteration 60F: 3 clusters Score -3935067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -296624.593750 Penalty: 1940.858887
	Iteration 0F: 2 clusters Score -296624.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -293703.718750 Penalty: 3881.717773
	Iteration 0F: 3 clusters Score -293703.7 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -294233.812500 Penalty: 3881.717773
	Iteration 1F: 3 clusters Score -294233.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -294358.312500 Penalty: 3881.717773
	Iteration 2F: 3 clusters Score -294358.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -294423.843750 Penalty: 3881.717773
	Iteration 3Q: 3 clusters Score -294423.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -294469.031250 Penalty: 3881.717773
	Iteration 4Q: 3 clusters Score -294469 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -294509.281250 Penalty: 3881.717773
	Iteration 5Q: 3 clusters Score -294509.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -294535.937500 Penalty: 3881.717773
	Iteration 6Q: 3 clusters Score -294535.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -294553.062500 Penalty: 3881.717773
	Iteration 7Q: 3 clusters Score -294553.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -294570.312500 Penalty: 3881.717773
	Iteration 8Q: 3 clusters Score -294570.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -294585.406250 Penalty: 3881.717773
	Iteration 9Q: 3 clusters Score -294585.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -294598.093750 Penalty: 3881.717773
	Iteration 10Q: 3 clusters Score -294598.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -294614.687500 Penalty: 3881.717773
	Iteration 11Q: 3 clusters Score -294614.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -294635.250000 Penalty: 3881.717773
	Iteration 12Q: 3 clusters Score -294635.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -294647.968750 Penalty: 3881.717773
	Iteration 13Q: 3 clusters Score -294648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -294658.812500 Penalty: 3881.717773
	Iteration 14Q: 3 clusters Score -294658.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -294668.593750 Penalty: 3881.717773
	Iteration 15Q: 3 clusters Score -294668.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -294678.156250 Penalty: 3881.717773
	Iteration 16Q: 3 clusters Score -294678.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -294694.687500 Penalty: 3881.717773
	Iteration 17Q: 3 clusters Score -294694.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -294705.062500 Penalty: 3881.717773
	Iteration 18Q: 3 clusters Score -294705.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -294713.093750 Penalty: 3881.717773
	Iteration 19Q: 3 clusters Score -294713.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -294729.218750 Penalty: 3881.717773
	Iteration 20F: 3 clusters Score -294729.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -294737.687500 Penalty: 3881.717773
	Iteration 21Q: 3 clusters Score -294737.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -294743.750000 Penalty: 3881.717773
	Iteration 22Q: 3 clusters Score -294743.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -294747.812500 Penalty: 3881.717773
	Iteration 23Q: 3 clusters Score -294747.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -294752.437500 Penalty: 3881.717773
	Iteration 24Q: 3 clusters Score -294752.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -294758.968750 Penalty: 3881.717773
	Iteration 25Q: 3 clusters Score -294759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -294764.500000 Penalty: 3881.717773
	Iteration 26Q: 3 clusters Score -294764.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -294768.250000 Penalty: 3881.717773
	Iteration 27Q: 3 clusters Score -294768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -294773.656250 Penalty: 3881.717773
	Iteration 28Q: 3 clusters Score -294773.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -294777.500000 Penalty: 3881.717773
	Iteration 29Q: 3 clusters Score -294777.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -294780.562500 Penalty: 3881.717773
	Iteration 30Q: 3 clusters Score -294780.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -294784.625000 Penalty: 3881.717773
	Iteration 31Q: 3 clusters Score -294784.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -294791.093750 Penalty: 3881.717773
	Iteration 32Q: 3 clusters Score -294791.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -294796.500000 Penalty: 3881.717773
	Iteration 33Q: 3 clusters Score -294796.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -294801.687500 Penalty: 3881.717773
	Iteration 34Q: 3 clusters Score -294801.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -294803.843750 Penalty: 3881.717773
	Iteration 35Q: 3 clusters Score -294803.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -294806.406250 Penalty: 3881.717773
	Iteration 36Q: 3 clusters Score -294806.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -294809.718750 Penalty: 3881.717773
	Iteration 37Q: 3 clusters Score -294809.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -294810.968750 Penalty: 3881.717773
	Iteration 38Q: 3 clusters Score -294811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -294811.562500 Penalty: 3881.717773
	Iteration 39Q: 3 clusters Score -294811.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -294812.031250 Penalty: 3881.717773
	Iteration 40F: 3 clusters Score -294812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -294812.781250 Penalty: 3881.717773
	Iteration 41Q: 3 clusters Score -294812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -294813.343750 Penalty: 3881.717773
	Iteration 42Q: 3 clusters Score -294813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -294813.343750 Penalty: 3881.717773
	Iteration 43F: 3 clusters Score -294813.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -275667.500000 Penalty: 1909.448608
	Iteration 0F: 2 clusters Score -275667.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -272861.343750 Penalty: 3818.897217
	Iteration 0F: 3 clusters Score -272861.3 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -273343.812500 Penalty: 3818.897217
	Iteration 1F: 3 clusters Score -273343.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -273503.968750 Penalty: 3818.897217
	Iteration 2F: 3 clusters Score -273504 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -273599.343750 Penalty: 3818.897217
	Iteration 3F: 3 clusters Score -273599.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -273652.468750 Penalty: 3818.897217
	Iteration 4Q: 3 clusters Score -273652.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -273681.937500 Penalty: 3818.897217
	Iteration 5Q: 3 clusters Score -273681.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -273693.125000 Penalty: 3818.897217
	Iteration 6Q: 3 clusters Score -273693.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -273703.343750 Penalty: 3818.897217
	Iteration 7Q: 3 clusters Score -273703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -273706.875000 Penalty: 3818.897217
	Iteration 8Q: 3 clusters Score -273706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -273709.281250 Penalty: 3818.897217
	Iteration 9Q: 3 clusters Score -273709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -273710.875000 Penalty: 3818.897217
	Iteration 10Q: 3 clusters Score -273710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -273713.500000 Penalty: 3818.897217
	Iteration 11Q: 3 clusters Score -273713.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -273717.937500 Penalty: 3818.897217
	Iteration 12Q: 3 clusters Score -273717.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -273722.906250 Penalty: 3818.897217
	Iteration 13Q: 3 clusters Score -273722.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -273728.875000 Penalty: 3818.897217
	Iteration 14Q: 3 clusters Score -273728.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -273734.843750 Penalty: 3818.897217
	Iteration 15Q: 3 clusters Score -273734.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -273740.125000 Penalty: 3818.897217
	Iteration 16Q: 3 clusters Score -273740.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -273745.000000 Penalty: 3818.897217
	Iteration 17Q: 3 clusters Score -273745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -273748.281250 Penalty: 3818.897217
	Iteration 18Q: 3 clusters Score -273748.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -273750.875000 Penalty: 3818.897217
	Iteration 19Q: 3 clusters Score -273750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -273753.562500 Penalty: 3818.897217
	Iteration 20F: 3 clusters Score -273753.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -273757.062500 Penalty: 3818.897217
	Iteration 21Q: 3 clusters Score -273757.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -273757.812500 Penalty: 3818.897217
	Iteration 22Q: 3 clusters Score -273757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -273757.812500 Penalty: 3818.897217
	Iteration 23F: 3 clusters Score -273757.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -262851.343750 Penalty: 1913.350708
	Iteration 0F: 2 clusters Score -262851.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -260083.765625 Penalty: 3826.701416
	Iteration 0F: 3 clusters Score -260083.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -260668.500000 Penalty: 3826.701416
	Iteration 1F: 3 clusters Score -260668.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -260860.140625 Penalty: 3826.701416
	Iteration 2F: 3 clusters Score -260860.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -261003.593750 Penalty: 3826.701416
	Iteration 3F: 3 clusters Score -261003.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -261156.203125 Penalty: 3826.701416
	Iteration 4F: 3 clusters Score -261156.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -261296.843750 Penalty: 3826.701416
	Iteration 5Q: 3 clusters Score -261296.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -261392.968750 Penalty: 3826.701416
	Iteration 6Q: 3 clusters Score -261393 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -261471.156250 Penalty: 3826.701416
	Iteration 7Q: 3 clusters Score -261471.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -261533.875000 Penalty: 3826.701416
	Iteration 8Q: 3 clusters Score -261533.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -261582.703125 Penalty: 3826.701416
	Iteration 9Q: 3 clusters Score -261582.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -261626.515625 Penalty: 3826.701416
	Iteration 10Q: 3 clusters Score -261626.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -261657.343750 Penalty: 3826.701416
	Iteration 11Q: 3 clusters Score -261657.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -261679.281250 Penalty: 3826.701416
	Iteration 12Q: 3 clusters Score -261679.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -261697.953125 Penalty: 3826.701416
	Iteration 13Q: 3 clusters Score -261698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -261710.125000 Penalty: 3826.701416
	Iteration 14Q: 3 clusters Score -261710.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -261717.218750 Penalty: 3826.701416
	Iteration 15Q: 3 clusters Score -261717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -261721.781250 Penalty: 3826.701416
	Iteration 16Q: 3 clusters Score -261721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -261723.515625 Penalty: 3826.701416
	Iteration 17Q: 3 clusters Score -261723.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -261724.656250 Penalty: 3826.701416
	Iteration 18Q: 3 clusters Score -261724.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -261725.500000 Penalty: 3826.701416
	Iteration 19Q: 3 clusters Score -261725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -261726.375000 Penalty: 3826.701416
	Iteration 20F: 3 clusters Score -261726.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -481094.281250 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -481094.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -476919.312500 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -476919.3 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -477943.218750 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -477943.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -478168.562500 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -478168.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -478305.281250 Penalty: 4165.834473
	Iteration 3Q: 3 clusters Score -478305.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -478408.312500 Penalty: 4165.834473
	Iteration 4Q: 3 clusters Score -478408.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -478477.281250 Penalty: 4165.834473
	Iteration 5Q: 3 clusters Score -478477.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -478543.343750 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -478543.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -478606.750000 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -478606.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -478665.468750 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -478665.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -478723.250000 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -478723.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -478756.687500 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -478756.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -478790.687500 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -478790.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -478820.781250 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -478820.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -478849.500000 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -478849.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -478875.906250 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -478875.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -478904.531250 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -478904.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -478929.781250 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -478929.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -478971.687500 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -478971.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -478999.718750 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -478999.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -479035.906250 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -479035.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -479076.312500 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -479076.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -479118.875000 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -479118.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -479163.125000 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -479163.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -479196.906250 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -479196.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -479221.250000 Penalty: 4165.834473
	Iteration 24Q: 3 clusters Score -479221.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -479244.625000 Penalty: 4165.834473
	Iteration 25Q: 3 clusters Score -479244.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -479268.781250 Penalty: 4165.834473
	Iteration 26Q: 3 clusters Score -479268.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -479286.093750 Penalty: 4165.834473
	Iteration 27Q: 3 clusters Score -479286.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -479303.093750 Penalty: 4165.834473
	Iteration 28Q: 3 clusters Score -479303.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -479323.312500 Penalty: 4165.834473
	Iteration 29Q: 3 clusters Score -479323.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -479338.312500 Penalty: 4165.834473
	Iteration 30Q: 3 clusters Score -479338.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -479351.156250 Penalty: 4165.834473
	Iteration 31Q: 3 clusters Score -479351.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -479365.437500 Penalty: 4165.834473
	Iteration 32Q: 3 clusters Score -479365.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -479377.875000 Penalty: 4165.834473
	Iteration 33Q: 3 clusters Score -479377.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -479391.218750 Penalty: 4165.834473
	Iteration 34Q: 3 clusters Score -479391.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -479408.875000 Penalty: 4165.834473
	Iteration 35Q: 3 clusters Score -479408.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -479426.437500 Penalty: 4165.834473
	Iteration 36Q: 3 clusters Score -479426.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -479443.687500 Penalty: 4165.834473
	Iteration 37Q: 3 clusters Score -479443.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -479456.031250 Penalty: 4165.834473
	Iteration 38Q: 3 clusters Score -479456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -479466.781250 Penalty: 4165.834473
	Iteration 39Q: 3 clusters Score -479466.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -479479.468750 Penalty: 4165.834473
	Iteration 40F: 3 clusters Score -479479.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -479491.093750 Penalty: 4165.834473
	Iteration 41Q: 3 clusters Score -479491.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -479506.437500 Penalty: 4165.834473
	Iteration 42Q: 3 clusters Score -479506.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -479527.375000 Penalty: 4165.834473
	Iteration 43Q: 3 clusters Score -479527.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -479561.062500 Penalty: 4165.834473
	Iteration 44Q: 3 clusters Score -479561.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -479600.031250 Penalty: 4165.834473
	Iteration 45Q: 3 clusters Score -479600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -479645.968750 Penalty: 4165.834473
	Iteration 46Q: 3 clusters Score -479646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -479682.093750 Penalty: 4165.834473
	Iteration 47Q: 3 clusters Score -479682.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -479710.125000 Penalty: 4165.834473
	Iteration 48Q: 3 clusters Score -479710.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -479729.968750 Penalty: 4165.834473
	Iteration 49Q: 3 clusters Score -479730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -479741.718750 Penalty: 4165.834473
	Iteration 50Q: 3 clusters Score -479741.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -479747.375000 Penalty: 4165.834473
	Iteration 51Q: 3 clusters Score -479747.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -479753.937500 Penalty: 4165.834473
	Iteration 52Q: 3 clusters Score -479753.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -479760.375000 Penalty: 4165.834473
	Iteration 53Q: 3 clusters Score -479760.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -479766.625000 Penalty: 4165.834473
	Iteration 54Q: 3 clusters Score -479766.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -479775.562500 Penalty: 4165.834473
	Iteration 55Q: 3 clusters Score -479775.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -479780.656250 Penalty: 4165.834473
	Iteration 56Q: 3 clusters Score -479780.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -479783.437500 Penalty: 4165.834473
	Iteration 57Q: 3 clusters Score -479783.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -479788.625000 Penalty: 4165.834473
	Iteration 58Q: 3 clusters Score -479788.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -479791.937500 Penalty: 4165.834473
	Iteration 59Q: 3 clusters Score -479791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -479794.843750 Penalty: 4165.834473
	Iteration 60F: 3 clusters Score -479794.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -479797.531250 Penalty: 4165.834473
	Iteration 61Q: 3 clusters Score -479797.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -479800.562500 Penalty: 4165.834473
	Iteration 62Q: 3 clusters Score -479800.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -479803.281250 Penalty: 4165.834473
	Iteration 63Q: 3 clusters Score -479803.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -479804.687500 Penalty: 4165.834473
	Iteration 64Q: 3 clusters Score -479804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -479806.093750 Penalty: 4165.834473
	Iteration 65Q: 3 clusters Score -479806.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -479806.781250 Penalty: 4165.834473
	Iteration 66Q: 3 clusters Score -479806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -479807.875000 Penalty: 4165.834473
	Iteration 67Q: 3 clusters Score -479807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -479809.062500 Penalty: 4165.834473
	Iteration 68Q: 3 clusters Score -479809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -479810.125000 Penalty: 4165.834473
	Iteration 69Q: 3 clusters Score -479810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -479812.843750 Penalty: 4165.834473
	Iteration 70Q: 3 clusters Score -479812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -479813.937500 Penalty: 4165.834473
	Iteration 71Q: 3 clusters Score -479813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -479816.312500 Penalty: 4165.834473
	Iteration 72Q: 3 clusters Score -479816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -479816.625000 Penalty: 4165.834473
	Iteration 73Q: 3 clusters Score -479816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -479818.000000 Penalty: 4165.834473
	Iteration 74Q: 3 clusters Score -479818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -479817.218750 Penalty: 4165.834473
	Iteration 75Q: 3 clusters Score -479817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -479817.812500 Penalty: 4165.834473
	Iteration 76Q: 3 clusters Score -479817.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -479817.812500 Penalty: 4165.834473
	Iteration 77F: 3 clusters Score -479817.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Entering Unmasked Estep 
Score: -526354.562500 Penalty: 2081.854248
	Iteration 0F: 2 clusters Score -526354.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -522200.093750 Penalty: 4163.708496
	Iteration 0F: 3 clusters Score -522200.1 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -523193.843750 Penalty: 4163.708496
	Iteration 1F: 3 clusters Score -523193.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -523501.593750 Penalty: 4163.708496
	Iteration 2F: 3 clusters Score -523501.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -523795.843750 Penalty: 4163.708496
	Iteration 3F: 3 clusters Score -523795.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -524133.687500 Penalty: 4163.708496
	Iteration 4F: 3 clusters Score -524133.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -524412.437500 Penalty: 4163.708496
	Iteration 5F: 3 clusters Score -524412.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -524628.062500 Penalty: 4163.708496
	Iteration 6F: 3 clusters Score -524628.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -524766.062500 Penalty: 4163.708496
	Iteration 7Q: 3 clusters Score -524766.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -524837.187500 Penalty: 4163.708496
	Iteration 8Q: 3 clusters Score -524837.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -524881.687500 Penalty: 4163.708496
	Iteration 9Q: 3 clusters Score -524881.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -524915.250000 Penalty: 4163.708496
	Iteration 10Q: 3 clusters Score -524915.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -524942.062500 Penalty: 4163.708496
	Iteration 11Q: 3 clusters Score -524942.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -524963.187500 Penalty: 4163.708496
	Iteration 12Q: 3 clusters Score -524963.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -524978.437500 Penalty: 4163.708496
	Iteration 13Q: 3 clusters Score -524978.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -524991.687500 Penalty: 4163.708496
	Iteration 14Q: 3 clusters Score -524991.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -524999.125000 Penalty: 4163.708496
	Iteration 15Q: 3 clusters Score -524999.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -525004.437500 Penalty: 4163.708496
	Iteration 16Q: 3 clusters Score -525004.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -525006.312500 Penalty: 4163.708496
	Iteration 17Q: 3 clusters Score -525006.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -525008.187500 Penalty: 4163.708496
	Iteration 18Q: 3 clusters Score -525008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -525011.250000 Penalty: 4163.708496
	Iteration 19Q: 3 clusters Score -525011.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -525013.812500 Penalty: 4163.708496
	Iteration 20F: 3 clusters Score -525013.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -525017.500000 Penalty: 4163.708496
	Iteration 21Q: 3 clusters Score -525017.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -525020.937500 Penalty: 4163.708496
	Iteration 22Q: 3 clusters Score -525020.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -525023.500000 Penalty: 4163.708496
	Iteration 23Q: 3 clusters Score -525023.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -525026.625000 Penalty: 4163.708496
	Iteration 24Q: 3 clusters Score -525026.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -525026.437500 Penalty: 4163.708496
	Iteration 25Q: 3 clusters Score -525026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -525027.500000 Penalty: 4163.708496
	Iteration 26Q: 3 clusters Score -525027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -525027.812500 Penalty: 4163.708496
	Iteration 27Q: 3 clusters Score -525027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -525027.812500 Penalty: 4163.708496
	Iteration 28F: 3 clusters Score -525027.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Entering Unmasked Estep 
Score: -803620.625000 Penalty: 2184.808838
	Iteration 0F: 2 clusters Score -803620.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -798026.500000 Penalty: 4369.617676
	Iteration 0F: 3 clusters Score -798026.5 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -799413.312500 Penalty: 4369.617676
	Iteration 1F: 3 clusters Score -799413.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -799669.000000 Penalty: 4369.617676
	Iteration 2F: 3 clusters Score -799669 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -799825.125000 Penalty: 4369.617676
	Iteration 3F: 3 clusters Score -799825.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -799950.000000 Penalty: 4369.617676
	Iteration 4Q: 3 clusters Score -799950 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -800078.875000 Penalty: 4369.617676
	Iteration 5Q: 3 clusters Score -800078.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -800229.250000 Penalty: 4369.617676
	Iteration 6Q: 3 clusters Score -800229.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -800387.937500 Penalty: 4369.617676
	Iteration 7Q: 3 clusters Score -800387.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -800556.187500 Penalty: 4369.617676
	Iteration 8Q: 3 clusters Score -800556.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -800719.437500 Penalty: 4369.617676
	Iteration 9Q: 3 clusters Score -800719.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -800903.187500 Penalty: 4369.617676
	Iteration 10Q: 3 clusters Score -800903.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -801076.625000 Penalty: 4369.617676
	Iteration 11Q: 3 clusters Score -801076.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -801258.562500 Penalty: 4369.617676
	Iteration 12Q: 3 clusters Score -801258.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -801440.875000 Penalty: 4369.617676
	Iteration 13Q: 3 clusters Score -801440.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -801564.312500 Penalty: 4369.617676
	Iteration 14Q: 3 clusters Score -801564.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -801650.437500 Penalty: 4369.617676
	Iteration 15Q: 3 clusters Score -801650.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -801717.000000 Penalty: 4369.617676
	Iteration 16Q: 3 clusters Score -801717 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -801775.000000 Penalty: 4369.617676
	Iteration 17Q: 3 clusters Score -801775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -801810.437500 Penalty: 4369.617676
	Iteration 18Q: 3 clusters Score -801810.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -801835.937500 Penalty: 4369.617676
	Iteration 19Q: 3 clusters Score -801835.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -801852.625000 Penalty: 4369.617676
	Iteration 20F: 3 clusters Score -801852.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -801862.875000 Penalty: 4369.617676
	Iteration 21Q: 3 clusters Score -801862.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -801866.500000 Penalty: 4369.617676
	Iteration 22Q: 3 clusters Score -801866.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -801869.312500 Penalty: 4369.617676
	Iteration 23Q: 3 clusters Score -801869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -801871.375000 Penalty: 4369.617676
	Iteration 24Q: 3 clusters Score -801871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -801872.812500 Penalty: 4369.617676
	Iteration 25Q: 3 clusters Score -801872.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -801872.812500 Penalty: 4369.617676
	Iteration 26F: 3 clusters Score -801872.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -259498.734375 Penalty: 1910.793335
	Iteration 0F: 2 clusters Score -259498.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -256697.453125 Penalty: 3821.586670
	Iteration 0F: 3 clusters Score -256697.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -257326.140625 Penalty: 3821.586670
	Iteration 1F: 3 clusters Score -257326.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -257662.375000 Penalty: 3821.586670
	Iteration 2F: 3 clusters Score -257662.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -257907.906250 Penalty: 3821.586670
	Iteration 3F: 3 clusters Score -257907.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -258091.171875 Penalty: 3821.586670
	Iteration 4F: 3 clusters Score -258091.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -258214.484375 Penalty: 3821.586670
	Iteration 5F: 3 clusters Score -258214.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -258305.203125 Penalty: 3821.586670
	Iteration 6Q: 3 clusters Score -258305.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -258371.453125 Penalty: 3821.586670
	Iteration 7Q: 3 clusters Score -258371.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -258440.812500 Penalty: 3821.586670
	Iteration 8Q: 3 clusters Score -258440.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -258487.203125 Penalty: 3821.586670
	Iteration 9Q: 3 clusters Score -258487.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -258507.921875 Penalty: 3821.586670
	Iteration 10Q: 3 clusters Score -258507.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -258521.609375 Penalty: 3821.586670
	Iteration 11Q: 3 clusters Score -258521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -258528.062500 Penalty: 3821.586670
	Iteration 12Q: 3 clusters Score -258528.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -258530.796875 Penalty: 3821.586670
	Iteration 13Q: 3 clusters Score -258530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -258530.968750 Penalty: 3821.586670
	Iteration 14Q: 3 clusters Score -258531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -258530.968750 Penalty: 3821.586670
	Iteration 15F: 3 clusters Score -258531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (17834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Entering Unmasked Estep 
Score: -2150275.000000 Penalty: 2427.637939
	Iteration 0F: 2 clusters Score -2150275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2137578.750000 Penalty: 4855.275879
	Iteration 0F: 3 clusters Score -2137579 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2141736.000000 Penalty: 4855.275879
	Iteration 1F: 3 clusters Score -2141736 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2142174.250000 Penalty: 4855.275879
	Iteration 2F: 3 clusters Score -2142174 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2142584.250000 Penalty: 4855.275879
	Iteration 3F: 3 clusters Score -2142584 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2142958.500000 Penalty: 4855.275879
	Iteration 4Q: 3 clusters Score -2142958 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2143342.500000 Penalty: 4855.275879
	Iteration 5Q: 3 clusters Score -2143342 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2143773.000000 Penalty: 4855.275879
	Iteration 6Q: 3 clusters Score -2143773 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2144244.000000 Penalty: 4855.275879
	Iteration 7Q: 3 clusters Score -2144244 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2144713.000000 Penalty: 4855.275879
	Iteration 8Q: 3 clusters Score -2144713 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2145178.250000 Penalty: 4855.275879
	Iteration 9Q: 3 clusters Score -2145178 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2145565.500000 Penalty: 4855.275879
	Iteration 10Q: 3 clusters Score -2145566 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2145919.250000 Penalty: 4855.275879
	Iteration 11Q: 3 clusters Score -2145919 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2146198.500000 Penalty: 4855.275879
	Iteration 12Q: 3 clusters Score -2146198 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2146475.000000 Penalty: 4855.275879
	Iteration 13Q: 3 clusters Score -2146475 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2146689.750000 Penalty: 4855.275879
	Iteration 14Q: 3 clusters Score -2146690 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2146873.500000 Penalty: 4855.275879
	Iteration 15Q: 3 clusters Score -2146874 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2147016.250000 Penalty: 4855.275879
	Iteration 16Q: 3 clusters Score -2147016 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2147157.500000 Penalty: 4855.275879
	Iteration 17Q: 3 clusters Score -2147158 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2147300.500000 Penalty: 4855.275879
	Iteration 18Q: 3 clusters Score -2147300 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2147446.750000 Penalty: 4855.275879
	Iteration 19Q: 3 clusters Score -2147447 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2147561.250000 Penalty: 4855.275879
	Iteration 20F: 3 clusters Score -2147561 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2147662.000000 Penalty: 4855.275879
	Iteration 21Q: 3 clusters Score -2147662 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2147739.500000 Penalty: 4855.275879
	Iteration 22Q: 3 clusters Score -2147740 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2147819.250000 Penalty: 4855.275879
	Iteration 23Q: 3 clusters Score -2147819 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2147890.000000 Penalty: 4855.275879
	Iteration 24Q: 3 clusters Score -2147890 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2147941.000000 Penalty: 4855.275879
	Iteration 25Q: 3 clusters Score -2147941 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2147985.500000 Penalty: 4855.275879
	Iteration 26Q: 3 clusters Score -2147986 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2148027.500000 Penalty: 4855.275879
	Iteration 27Q: 3 clusters Score -2148028 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2148074.250000 Penalty: 4855.275879
	Iteration 28Q: 3 clusters Score -2148074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2148107.750000 Penalty: 4855.275879
	Iteration 29Q: 3 clusters Score -2148108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2148130.250000 Penalty: 4855.275879
	Iteration 30Q: 3 clusters Score -2148130 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2148145.750000 Penalty: 4855.275879
	Iteration 31Q: 3 clusters Score -2148146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2148165.000000 Penalty: 4855.275879
	Iteration 32Q: 3 clusters Score -2148165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2148179.500000 Penalty: 4855.275879
	Iteration 33Q: 3 clusters Score -2148180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2148193.250000 Penalty: 4855.275879
	Iteration 34Q: 3 clusters Score -2148193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2148200.750000 Penalty: 4855.275879
	Iteration 35Q: 3 clusters Score -2148201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2148212.250000 Penalty: 4855.275879
	Iteration 36Q: 3 clusters Score -2148212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2148223.500000 Penalty: 4855.275879
	Iteration 37Q: 3 clusters Score -2148224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2148237.000000 Penalty: 4855.275879
	Iteration 38Q: 3 clusters Score -2148237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2148251.000000 Penalty: 4855.275879
	Iteration 39Q: 3 clusters Score -2148251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2148264.000000 Penalty: 4855.275879
	Iteration 40F: 3 clusters Score -2148264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2148275.750000 Penalty: 4855.275879
	Iteration 41Q: 3 clusters Score -2148276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2148288.000000 Penalty: 4855.275879
	Iteration 42Q: 3 clusters Score -2148288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2148294.000000 Penalty: 4855.275879
	Iteration 43Q: 3 clusters Score -2148294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2148300.500000 Penalty: 4855.275879
	Iteration 44Q: 3 clusters Score -2148300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2148304.500000 Penalty: 4855.275879
	Iteration 45Q: 3 clusters Score -2148304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2148308.250000 Penalty: 4855.275879
	Iteration 46Q: 3 clusters Score -2148308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2148311.250000 Penalty: 4855.275879
	Iteration 47Q: 3 clusters Score -2148311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2148316.750000 Penalty: 4855.275879
	Iteration 48Q: 3 clusters Score -2148317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2148320.750000 Penalty: 4855.275879
	Iteration 49Q: 3 clusters Score -2148321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2148329.750000 Penalty: 4855.275879
	Iteration 50Q: 3 clusters Score -2148330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2148332.250000 Penalty: 4855.275879
	Iteration 51Q: 3 clusters Score -2148332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2148342.500000 Penalty: 4855.275879
	Iteration 52Q: 3 clusters Score -2148342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2148346.000000 Penalty: 4855.275879
	Iteration 53Q: 3 clusters Score -2148346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2148351.000000 Penalty: 4855.275879
	Iteration 54Q: 3 clusters Score -2148351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2148354.500000 Penalty: 4855.275879
	Iteration 55Q: 3 clusters Score -2148354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2148360.750000 Penalty: 4855.275879
	Iteration 56Q: 3 clusters Score -2148361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2148365.750000 Penalty: 4855.275879
	Iteration 57Q: 3 clusters Score -2148366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2148367.250000 Penalty: 4855.275879
	Iteration 58Q: 3 clusters Score -2148367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2148374.750000 Penalty: 4855.275879
	Iteration 59Q: 3 clusters Score -2148375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2148376.000000 Penalty: 4855.275879
	Iteration 60F: 3 clusters Score -2148376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2148382.500000 Penalty: 4855.275879
	Iteration 61Q: 3 clusters Score -2148382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2148387.750000 Penalty: 4855.275879
	Iteration 62Q: 3 clusters Score -2148388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2148402.500000 Penalty: 4855.275879
	Iteration 63Q: 3 clusters Score -2148402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2148406.750000 Penalty: 4855.275879
	Iteration 64Q: 3 clusters Score -2148407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2148415.000000 Penalty: 4855.275879
	Iteration 65Q: 3 clusters Score -2148415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2148418.750000 Penalty: 4855.275879
	Iteration 66Q: 3 clusters Score -2148419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2148423.500000 Penalty: 4855.275879
	Iteration 67Q: 3 clusters Score -2148424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2148426.750000 Penalty: 4855.275879
	Iteration 68Q: 3 clusters Score -2148427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2148426.250000 Penalty: 4855.275879
	Iteration 69Q: 3 clusters Score -2148426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2148427.250000 Penalty: 4855.275879
	Iteration 70Q: 3 clusters Score -2148427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2148427.250000 Penalty: 4855.275879
	Iteration 71F: 3 clusters Score -2148427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -385125.343750 Penalty: 1931.989990
	Iteration 0F: 2 clusters Score -385125.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -382214.625000 Penalty: 3863.979980
	Iteration 0F: 3 clusters Score -382214.6 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -382985.281250 Penalty: 3863.979980
	Iteration 1F: 3 clusters Score -382985.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -383458.593750 Penalty: 3863.979980
	Iteration 2F: 3 clusters Score -383458.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -384065.687500 Penalty: 3863.979980
	Iteration 3F: 3 clusters Score -384065.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -384422.750000 Penalty: 3863.979980
	Iteration 4F: 3 clusters Score -384422.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -384632.281250 Penalty: 3863.979980
	Iteration 5F: 3 clusters Score -384632.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -384774.656250 Penalty: 3863.979980
	Iteration 6Q: 3 clusters Score -384774.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -384875.562500 Penalty: 3863.979980
	Iteration 7Q: 3 clusters Score -384875.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -384977.875000 Penalty: 3863.979980
	Iteration 8Q: 3 clusters Score -384977.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -385061.031250 Penalty: 3863.979980
	Iteration 9Q: 3 clusters Score -385061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -385126.562500 Penalty: 3863.979980
	Iteration 10Q: 3 clusters Score -385126.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -385194.031250 Penalty: 3863.979980
	Iteration 11Q: 3 clusters Score -385194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -385262.562500 Penalty: 3863.979980
	Iteration 12Q: 3 clusters Score -385262.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -385297.312500 Penalty: 3863.979980
	Iteration 13Q: 3 clusters Score -385297.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -385309.687500 Penalty: 3863.979980
	Iteration 14Q: 3 clusters Score -385309.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -385315.656250 Penalty: 3863.979980
	Iteration 15Q: 3 clusters Score -385315.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -385322.531250 Penalty: 3863.979980
	Iteration 16Q: 3 clusters Score -385322.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -385327.531250 Penalty: 3863.979980
	Iteration 17Q: 3 clusters Score -385327.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -385332.562500 Penalty: 3863.979980
	Iteration 18Q: 3 clusters Score -385332.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -385338.437500 Penalty: 3863.979980
	Iteration 19Q: 3 clusters Score -385338.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -385342.562500 Penalty: 3863.979980
	Iteration 20F: 3 clusters Score -385342.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -385352.375000 Penalty: 3863.979980
	Iteration 21Q: 3 clusters Score -385352.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -385356.343750 Penalty: 3863.979980
	Iteration 22Q: 3 clusters Score -385356.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -385359.031250 Penalty: 3863.979980
	Iteration 23Q: 3 clusters Score -385359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -385360.468750 Penalty: 3863.979980
	Iteration 24Q: 3 clusters Score -385360.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -385363.281250 Penalty: 3863.979980
	Iteration 25Q: 3 clusters Score -385363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -385363.531250 Penalty: 3863.979980
	Iteration 26Q: 3 clusters Score -385363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -385363.531250 Penalty: 3863.979980
	Iteration 27F: 3 clusters Score -385363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 689 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5348 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 622 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5605 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 1728 members 
Entering Unmasked Estep 
Score: -154535456.000000 Penalty: 286492.562500
Splitting cluster 53 changes total score from -154536816.000000 to -154535456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (8677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Entering Unmasked Estep 
Score: -1016809.687500 Penalty: 2248.970947
	Iteration 0F: 2 clusters Score -1016810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1009976.750000 Penalty: 4497.941895
	Iteration 0F: 3 clusters Score -1009977 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1011896.062500 Penalty: 4497.941895
	Iteration 1F: 3 clusters Score -1011896 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1012162.312500 Penalty: 4497.941895
	Iteration 2F: 3 clusters Score -1012162 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1012363.312500 Penalty: 4497.941895
	Iteration 3Q: 3 clusters Score -1012363 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1012533.125000 Penalty: 4497.941895
	Iteration 4Q: 3 clusters Score -1012533 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1012660.750000 Penalty: 4497.941895
	Iteration 5Q: 3 clusters Score -1012661 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1012775.812500 Penalty: 4497.941895
	Iteration 6Q: 3 clusters Score -1012776 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1012892.250000 Penalty: 4497.941895
	Iteration 7Q: 3 clusters Score -1012892 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1013009.937500 Penalty: 4497.941895
	Iteration 8Q: 3 clusters Score -1013010 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1013121.562500 Penalty: 4497.941895
	Iteration 9Q: 3 clusters Score -1013122 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1013239.312500 Penalty: 4497.941895
	Iteration 10Q: 3 clusters Score -1013239 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1013347.312500 Penalty: 4497.941895
	Iteration 11Q: 3 clusters Score -1013347 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1013447.250000 Penalty: 4497.941895
	Iteration 12Q: 3 clusters Score -1013447 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1013534.500000 Penalty: 4497.941895
	Iteration 13Q: 3 clusters Score -1013534 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1013620.000000 Penalty: 4497.941895
	Iteration 14Q: 3 clusters Score -1013620 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1013683.125000 Penalty: 4497.941895
	Iteration 15Q: 3 clusters Score -1013683 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1013739.250000 Penalty: 4497.941895
	Iteration 16Q: 3 clusters Score -1013739 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1013786.125000 Penalty: 4497.941895
	Iteration 17Q: 3 clusters Score -1013786 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1013833.437500 Penalty: 4497.941895
	Iteration 18Q: 3 clusters Score -1013833 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1013877.687500 Penalty: 4497.941895
	Iteration 19Q: 3 clusters Score -1013878 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1013917.437500 Penalty: 4497.941895
	Iteration 20F: 3 clusters Score -1013917 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1013954.000000 Penalty: 4497.941895
	Iteration 21Q: 3 clusters Score -1013954 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1013981.750000 Penalty: 4497.941895
	Iteration 22Q: 3 clusters Score -1013982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1014001.875000 Penalty: 4497.941895
	Iteration 23Q: 3 clusters Score -1014002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1014020.125000 Penalty: 4497.941895
	Iteration 24Q: 3 clusters Score -1014020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1014034.187500 Penalty: 4497.941895
	Iteration 25Q: 3 clusters Score -1014034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1014055.187500 Penalty: 4497.941895
	Iteration 26Q: 3 clusters Score -1014055 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1014075.687500 Penalty: 4497.941895
	Iteration 27Q: 3 clusters Score -1014076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1014095.875000 Penalty: 4497.941895
	Iteration 28Q: 3 clusters Score -1014096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1014112.437500 Penalty: 4497.941895
	Iteration 29Q: 3 clusters Score -1014112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1014123.312500 Penalty: 4497.941895
	Iteration 30Q: 3 clusters Score -1014123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1014134.312500 Penalty: 4497.941895
	Iteration 31Q: 3 clusters Score -1014134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1014146.625000 Penalty: 4497.941895
	Iteration 32Q: 3 clusters Score -1014147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1014161.875000 Penalty: 4497.941895
	Iteration 33Q: 3 clusters Score -1014162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1014176.812500 Penalty: 4497.941895
	Iteration 34Q: 3 clusters Score -1014177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1014189.437500 Penalty: 4497.941895
	Iteration 35Q: 3 clusters Score -1014189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1014200.187500 Penalty: 4497.941895
	Iteration 36Q: 3 clusters Score -1014200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1014208.062500 Penalty: 4497.941895
	Iteration 37Q: 3 clusters Score -1014208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1014219.750000 Penalty: 4497.941895
	Iteration 38Q: 3 clusters Score -1014220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1014232.125000 Penalty: 4497.941895
	Iteration 39Q: 3 clusters Score -1014232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1014242.562500 Penalty: 4497.941895
	Iteration 40F: 3 clusters Score -1014243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1014253.062500 Penalty: 4497.941895
	Iteration 41Q: 3 clusters Score -1014253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1014265.125000 Penalty: 4497.941895
	Iteration 42Q: 3 clusters Score -1014265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1014275.937500 Penalty: 4497.941895
	Iteration 43Q: 3 clusters Score -1014276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1014288.062500 Penalty: 4497.941895
	Iteration 44Q: 3 clusters Score -1014288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1014303.187500 Penalty: 4497.941895
	Iteration 45Q: 3 clusters Score -1014303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1014320.562500 Penalty: 4497.941895
	Iteration 46Q: 3 clusters Score -1014321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1014337.687500 Penalty: 4497.941895
	Iteration 47Q: 3 clusters Score -1014338 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1014356.750000 Penalty: 4497.941895
	Iteration 48Q: 3 clusters Score -1014357 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1014371.625000 Penalty: 4497.941895
	Iteration 49Q: 3 clusters Score -1014372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1014385.187500 Penalty: 4497.941895
	Iteration 50Q: 3 clusters Score -1014385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1014393.812500 Penalty: 4497.941895
	Iteration 51Q: 3 clusters Score -1014394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1014407.875000 Penalty: 4497.941895
	Iteration 52Q: 3 clusters Score -1014408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1014416.062500 Penalty: 4497.941895
	Iteration 53Q: 3 clusters Score -1014416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1014438.562500 Penalty: 4497.941895
	Iteration 54Q: 3 clusters Score -1014439 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1014460.187500 Penalty: 4497.941895
	Iteration 55Q: 3 clusters Score -1014460 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1014488.562500 Penalty: 4497.941895
	Iteration 56Q: 3 clusters Score -1014489 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1014517.187500 Penalty: 4497.941895
	Iteration 57Q: 3 clusters Score -1014517 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1014552.062500 Penalty: 4497.941895
	Iteration 58Q: 3 clusters Score -1014552 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1014589.312500 Penalty: 4497.941895
	Iteration 59Q: 3 clusters Score -1014589 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1014621.937500 Penalty: 4497.941895
	Iteration 60F: 3 clusters Score -1014622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1014648.187500 Penalty: 4497.941895
	Iteration 61Q: 3 clusters Score -1014648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1014675.812500 Penalty: 4497.941895
	Iteration 62Q: 3 clusters Score -1014676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1014699.187500 Penalty: 4497.941895
	Iteration 63Q: 3 clusters Score -1014699 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1014724.812500 Penalty: 4497.941895
	Iteration 64Q: 3 clusters Score -1014725 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1014742.250000 Penalty: 4497.941895
	Iteration 65Q: 3 clusters Score -1014742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1014759.500000 Penalty: 4497.941895
	Iteration 66Q: 3 clusters Score -1014760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1014775.312500 Penalty: 4497.941895
	Iteration 67Q: 3 clusters Score -1014775 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1014790.250000 Penalty: 4497.941895
	Iteration 68Q: 3 clusters Score -1014790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1014802.250000 Penalty: 4497.941895
	Iteration 69Q: 3 clusters Score -1014802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1014814.562500 Penalty: 4497.941895
	Iteration 70Q: 3 clusters Score -1014815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1014822.250000 Penalty: 4497.941895
	Iteration 71Q: 3 clusters Score -1014822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1014830.125000 Penalty: 4497.941895
	Iteration 72Q: 3 clusters Score -1014830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1014841.187500 Penalty: 4497.941895
	Iteration 73Q: 3 clusters Score -1014841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1014845.625000 Penalty: 4497.941895
	Iteration 74Q: 3 clusters Score -1014846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1014849.250000 Penalty: 4497.941895
	Iteration 75Q: 3 clusters Score -1014849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1014853.562500 Penalty: 4497.941895
	Iteration 76Q: 3 clusters Score -1014854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1014855.062500 Penalty: 4497.941895
	Iteration 77Q: 3 clusters Score -1014855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1014854.437500 Penalty: 4497.941895
	Iteration 78Q: 3 clusters Score -1014854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1014858.187500 Penalty: 4497.941895
	Iteration 79Q: 3 clusters Score -1014858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1014859.000000 Penalty: 4497.941895
	Iteration 80F: 3 clusters Score -1014859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1014861.875000 Penalty: 4497.941895
	Iteration 81Q: 3 clusters Score -1014862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1014865.625000 Penalty: 4497.941895
	Iteration 82Q: 3 clusters Score -1014866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1014870.375000 Penalty: 4497.941895
	Iteration 83Q: 3 clusters Score -1014870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1014871.437500 Penalty: 4497.941895
	Iteration 84Q: 3 clusters Score -1014871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1014878.500000 Penalty: 4497.941895
	Iteration 85Q: 3 clusters Score -1014878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1014884.062500 Penalty: 4497.941895
	Iteration 86Q: 3 clusters Score -1014884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1014887.625000 Penalty: 4497.941895
	Iteration 87Q: 3 clusters Score -1014888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1014891.187500 Penalty: 4497.941895
	Iteration 88Q: 3 clusters Score -1014891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1014896.187500 Penalty: 4497.941895
	Iteration 89Q: 3 clusters Score -1014896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1014902.562500 Penalty: 4497.941895
	Iteration 90Q: 3 clusters Score -1014903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1014906.000000 Penalty: 4497.941895
	Iteration 91Q: 3 clusters Score -1014906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1014913.250000 Penalty: 4497.941895
	Iteration 92Q: 3 clusters Score -1014913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1014916.375000 Penalty: 4497.941895
	Iteration 93Q: 3 clusters Score -1014916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1014919.500000 Penalty: 4497.941895
	Iteration 94Q: 3 clusters Score -1014920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1014922.750000 Penalty: 4497.941895
	Iteration 95Q: 3 clusters Score -1014923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1014923.562500 Penalty: 4497.941895
	Iteration 96Q: 3 clusters Score -1014924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1014926.375000 Penalty: 4497.941895
	Iteration 97Q: 3 clusters Score -1014926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1014926.125000 Penalty: 4497.941895
	Iteration 98Q: 3 clusters Score -1014926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1014930.687500 Penalty: 4497.941895
	Iteration 99Q: 3 clusters Score -1014931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1014931.375000 Penalty: 4497.941895
	Iteration 100F: 3 clusters Score -1014931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1014931.187500 Penalty: 4497.941895
	Iteration 101Q: 3 clusters Score -1014931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1014930.875000 Penalty: 4497.941895
	Iteration 102Q: 3 clusters Score -1014931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1014930.875000 Penalty: 4497.941895
	Iteration 103F: 3 clusters Score -1014931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (10618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Entering Unmasked Estep 
Score: -1290510.875000 Penalty: 2299.035889
	Iteration 0F: 2 clusters Score -1290511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1282457.875000 Penalty: 4598.071777
	Iteration 0F: 3 clusters Score -1282458 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1284729.500000 Penalty: 4598.071777
	Iteration 1F: 3 clusters Score -1284730 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1285013.875000 Penalty: 4598.071777
	Iteration 2F: 3 clusters Score -1285014 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1285229.125000 Penalty: 4598.071777
	Iteration 3Q: 3 clusters Score -1285229 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1285410.500000 Penalty: 4598.071777
	Iteration 4Q: 3 clusters Score -1285410 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1285613.375000 Penalty: 4598.071777
	Iteration 5Q: 3 clusters Score -1285613 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1285830.750000 Penalty: 4598.071777
	Iteration 6Q: 3 clusters Score -1285831 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1286075.125000 Penalty: 4598.071777
	Iteration 7Q: 3 clusters Score -1286075 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1286376.000000 Penalty: 4598.071777
	Iteration 8Q: 3 clusters Score -1286376 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1286671.375000 Penalty: 4598.071777
	Iteration 9Q: 3 clusters Score -1286671 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1286978.000000 Penalty: 4598.071777
	Iteration 10Q: 3 clusters Score -1286978 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1287266.875000 Penalty: 4598.071777
	Iteration 11Q: 3 clusters Score -1287267 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1287535.000000 Penalty: 4598.071777
	Iteration 12Q: 3 clusters Score -1287535 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1287777.250000 Penalty: 4598.071777
	Iteration 13Q: 3 clusters Score -1287777 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1287930.750000 Penalty: 4598.071777
	Iteration 14Q: 3 clusters Score -1287931 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1288035.375000 Penalty: 4598.071777
	Iteration 15Q: 3 clusters Score -1288035 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1288139.250000 Penalty: 4598.071777
	Iteration 16Q: 3 clusters Score -1288139 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1288229.625000 Penalty: 4598.071777
	Iteration 17Q: 3 clusters Score -1288230 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1288299.875000 Penalty: 4598.071777
	Iteration 18Q: 3 clusters Score -1288300 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1288351.500000 Penalty: 4598.071777
	Iteration 19Q: 3 clusters Score -1288352 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1288398.000000 Penalty: 4598.071777
	Iteration 20F: 3 clusters Score -1288398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1288423.250000 Penalty: 4598.071777
	Iteration 21Q: 3 clusters Score -1288423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1288448.375000 Penalty: 4598.071777
	Iteration 22Q: 3 clusters Score -1288448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1288467.000000 Penalty: 4598.071777
	Iteration 23Q: 3 clusters Score -1288467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1288474.375000 Penalty: 4598.071777
	Iteration 24Q: 3 clusters Score -1288474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1288491.125000 Penalty: 4598.071777
	Iteration 25Q: 3 clusters Score -1288491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1288501.875000 Penalty: 4598.071777
	Iteration 26Q: 3 clusters Score -1288502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1288518.125000 Penalty: 4598.071777
	Iteration 27Q: 3 clusters Score -1288518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1288534.500000 Penalty: 4598.071777
	Iteration 28Q: 3 clusters Score -1288534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1288539.000000 Penalty: 4598.071777
	Iteration 29Q: 3 clusters Score -1288539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1288545.750000 Penalty: 4598.071777
	Iteration 30Q: 3 clusters Score -1288546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1288558.250000 Penalty: 4598.071777
	Iteration 31Q: 3 clusters Score -1288558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1288569.500000 Penalty: 4598.071777
	Iteration 32Q: 3 clusters Score -1288570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1288576.125000 Penalty: 4598.071777
	Iteration 33Q: 3 clusters Score -1288576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1288582.875000 Penalty: 4598.071777
	Iteration 34Q: 3 clusters Score -1288583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1288589.125000 Penalty: 4598.071777
	Iteration 35Q: 3 clusters Score -1288589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1288595.750000 Penalty: 4598.071777
	Iteration 36Q: 3 clusters Score -1288596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1288598.750000 Penalty: 4598.071777
	Iteration 37Q: 3 clusters Score -1288599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1288597.625000 Penalty: 4598.071777
	Iteration 38Q: 3 clusters Score -1288598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1288599.375000 Penalty: 4598.071777
	Iteration 39Q: 3 clusters Score -1288599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1288603.375000 Penalty: 4598.071777
	Iteration 40F: 3 clusters Score -1288603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1288604.125000 Penalty: 4598.071777
	Iteration 41Q: 3 clusters Score -1288604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1288606.750000 Penalty: 4598.071777
	Iteration 42Q: 3 clusters Score -1288607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1288606.500000 Penalty: 4598.071777
	Iteration 43Q: 3 clusters Score -1288606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1288606.500000 Penalty: 4598.071777
	Iteration 44F: 3 clusters Score -1288606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (10875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Entering Unmasked Estep 
Score: -1313710.375000 Penalty: 2304.967041
	Iteration 0F: 2 clusters Score -1313710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1305516.000000 Penalty: 4609.934082
	Iteration 0F: 3 clusters Score -1305516 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1308051.750000 Penalty: 4609.934082
	Iteration 1F: 3 clusters Score -1308052 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1308424.250000 Penalty: 4609.934082
	Iteration 2F: 3 clusters Score -1308424 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1308762.500000 Penalty: 4609.934082
	Iteration 3F: 3 clusters Score -1308762 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1309086.250000 Penalty: 4609.934082
	Iteration 4F: 3 clusters Score -1309086 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1309440.000000 Penalty: 4609.934082
	Iteration 5F: 3 clusters Score -1309440 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1309788.625000 Penalty: 4609.934082
	Iteration 6F: 3 clusters Score -1309789 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1310151.250000 Penalty: 4609.934082
	Iteration 7Q: 3 clusters Score -1310151 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1310494.875000 Penalty: 4609.934082
	Iteration 8Q: 3 clusters Score -1310495 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1310831.375000 Penalty: 4609.934082
	Iteration 9Q: 3 clusters Score -1310831 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1311274.125000 Penalty: 4609.934082
	Iteration 10Q: 3 clusters Score -1311274 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1311843.750000 Penalty: 4609.934082
	Iteration 11Q: 3 clusters Score -1311844 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1312183.000000 Penalty: 4609.934082
	Iteration 12Q: 3 clusters Score -1312183 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1312368.875000 Penalty: 4609.934082
	Iteration 13Q: 3 clusters Score -1312369 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1312476.375000 Penalty: 4609.934082
	Iteration 14Q: 3 clusters Score -1312476 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1312522.250000 Penalty: 4609.934082
	Iteration 15Q: 3 clusters Score -1312522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1312539.375000 Penalty: 4609.934082
	Iteration 16Q: 3 clusters Score -1312539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1312549.375000 Penalty: 4609.934082
	Iteration 17Q: 3 clusters Score -1312549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1312561.250000 Penalty: 4609.934082
	Iteration 18Q: 3 clusters Score -1312561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1312562.375000 Penalty: 4609.934082
	Iteration 19Q: 3 clusters Score -1312562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1312567.375000 Penalty: 4609.934082
	Iteration 20F: 3 clusters Score -1312567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1312566.875000 Penalty: 4609.934082
	Iteration 21Q: 3 clusters Score -1312567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1312571.000000 Penalty: 4609.934082
	Iteration 22Q: 3 clusters Score -1312571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1312577.750000 Penalty: 4609.934082
	Iteration 23Q: 3 clusters Score -1312578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1312575.250000 Penalty: 4609.934082
	Iteration 24Q: 3 clusters Score -1312575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1312575.875000 Penalty: 4609.934082
	Iteration 25Q: 3 clusters Score -1312576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1312578.625000 Penalty: 4609.934082
	Iteration 26Q: 3 clusters Score -1312579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1312580.500000 Penalty: 4609.934082
	Iteration 27Q: 3 clusters Score -1312580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1312580.875000 Penalty: 4609.934082
	Iteration 28Q: 3 clusters Score -1312581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1312581.000000 Penalty: 4609.934082
	Iteration 29Q: 3 clusters Score -1312581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1312581.000000 Penalty: 4609.934082
	Iteration 30Q: 3 clusters Score -1312581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1312581.875000 Penalty: 4609.934082
	Iteration 31Q: 3 clusters Score -1312582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1312581.750000 Penalty: 4609.934082
	Iteration 32Q: 3 clusters Score -1312582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1312581.375000 Penalty: 4609.934082
	Iteration 33Q: 3 clusters Score -1312581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1312580.875000 Penalty: 4609.934082
	Iteration 34Q: 3 clusters Score -1312581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1312580.750000 Penalty: 4609.934082
	Iteration 35Q: 3 clusters Score -1312581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1312580.250000 Penalty: 4609.934082
	Iteration 36Q: 3 clusters Score -1312580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1312580.250000 Penalty: 4609.934082
	Iteration 37F: 3 clusters Score -1312580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (40309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Entering Unmasked Estep 
Score: -5020309.500000 Penalty: 2629.873779
	Iteration 0F: 2 clusters Score -5020310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -4992932.000000 Penalty: 5259.747559
	Iteration 0F: 3 clusters Score -4992932 nChanged 18496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -5003153.500000 Penalty: 5259.747559
	Iteration 1F: 3 clusters Score -5003154 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -5003638.500000 Penalty: 5259.747559
	Iteration 2Q: 3 clusters Score -5003638 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5004050.500000 Penalty: 5259.747559
	Iteration 3Q: 3 clusters Score -5004050 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -5004465.500000 Penalty: 5259.747559
	Iteration 4Q: 3 clusters Score -5004466 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -5004934.500000 Penalty: 5259.747559
	Iteration 5Q: 3 clusters Score -5004934 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -5005448.500000 Penalty: 5259.747559
	Iteration 6Q: 3 clusters Score -5005448 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -5006130.500000 Penalty: 5259.747559
	Iteration 7Q: 3 clusters Score -5006130 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -5007156.000000 Penalty: 5259.747559
	Iteration 8Q: 3 clusters Score -5007156 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -5008590.500000 Penalty: 5259.747559
	Iteration 9F: 3 clusters Score -5008590 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -5010452.500000 Penalty: 5259.747559
	Iteration 10F: 3 clusters Score -5010452 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -5012594.000000 Penalty: 5259.747559
	Iteration 11F: 3 clusters Score -5012594 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5014728.500000 Penalty: 5259.747559
	Iteration 12F: 3 clusters Score -5014728 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5016165.500000 Penalty: 5259.747559
	Iteration 13Q: 3 clusters Score -5016166 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5017033.000000 Penalty: 5259.747559
	Iteration 14Q: 3 clusters Score -5017033 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5017477.000000 Penalty: 5259.747559
	Iteration 15Q: 3 clusters Score -5017477 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5017715.500000 Penalty: 5259.747559
	Iteration 16Q: 3 clusters Score -5017716 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5017832.000000 Penalty: 5259.747559
	Iteration 17Q: 3 clusters Score -5017832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5017902.500000 Penalty: 5259.747559
	Iteration 18Q: 3 clusters Score -5017902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5017944.500000 Penalty: 5259.747559
	Iteration 19Q: 3 clusters Score -5017944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5017959.500000 Penalty: 5259.747559
	Iteration 20F: 3 clusters Score -5017960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5017976.500000 Penalty: 5259.747559
	Iteration 21Q: 3 clusters Score -5017976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5017993.000000 Penalty: 5259.747559
	Iteration 22Q: 3 clusters Score -5017993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5018009.000000 Penalty: 5259.747559
	Iteration 23Q: 3 clusters Score -5018009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5018013.000000 Penalty: 5259.747559
	Iteration 24Q: 3 clusters Score -5018013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5018017.500000 Penalty: 5259.747559
	Iteration 25Q: 3 clusters Score -5018018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5018020.000000 Penalty: 5259.747559
	Iteration 26Q: 3 clusters Score -5018020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5018023.500000 Penalty: 5259.747559
	Iteration 27Q: 3 clusters Score -5018024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5018032.000000 Penalty: 5259.747559
	Iteration 28Q: 3 clusters Score -5018032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5018032.500000 Penalty: 5259.747559
	Iteration 29Q: 3 clusters Score -5018032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5018034.500000 Penalty: 5259.747559
	Iteration 30Q: 3 clusters Score -5018034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5018042.000000 Penalty: 5259.747559
	Iteration 31Q: 3 clusters Score -5018042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5018044.500000 Penalty: 5259.747559
	Iteration 32Q: 3 clusters Score -5018044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5018053.500000 Penalty: 5259.747559
	Iteration 33Q: 3 clusters Score -5018054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5018056.000000 Penalty: 5259.747559
	Iteration 34Q: 3 clusters Score -5018056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5018068.500000 Penalty: 5259.747559
	Iteration 35Q: 3 clusters Score -5018068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5018072.000000 Penalty: 5259.747559
	Iteration 36Q: 3 clusters Score -5018072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5018073.500000 Penalty: 5259.747559
	Iteration 37Q: 3 clusters Score -5018074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5018077.000000 Penalty: 5259.747559
	Iteration 38Q: 3 clusters Score -5018077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5018077.500000 Penalty: 5259.747559
	Iteration 39Q: 3 clusters Score -5018078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5018077.000000 Penalty: 5259.747559
	Iteration 40F: 3 clusters Score -5018077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5018081.500000 Penalty: 5259.747559
	Iteration 41Q: 3 clusters Score -5018082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5018082.500000 Penalty: 5259.747559
	Iteration 42Q: 3 clusters Score -5018082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5018085.500000 Penalty: 5259.747559
	Iteration 43Q: 3 clusters Score -5018086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5018090.000000 Penalty: 5259.747559
	Iteration 44Q: 3 clusters Score -5018090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5018088.000000 Penalty: 5259.747559
	Iteration 45Q: 3 clusters Score -5018088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5018088.000000 Penalty: 5259.747559
	Iteration 46F: 3 clusters Score -5018088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -52060.570312 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -52060.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50858.582031 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -50858.58 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51140.628906 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -51140.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51264.921875 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -51264.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51314.792969 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -51314.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51362.925781 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -51362.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51410.066406 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -51410.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51448.812500 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -51448.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51476.925781 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -51476.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51480.023438 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -51480.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51481.906250 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -51481.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51482.468750 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -51482.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51488.738281 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -51488.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51490.925781 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -51490.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51494.433594 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -51494.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51500.156250 Penalty: 3035.667480
	Iteration 14Q: 3 clusters Score -51500.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51502.613281 Penalty: 3035.667480
	Iteration 15Q: 3 clusters Score -51502.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51503.609375 Penalty: 3035.667480
	Iteration 16Q: 3 clusters Score -51503.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51504.640625 Penalty: 3035.667480
	Iteration 17Q: 3 clusters Score -51504.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51505.500000 Penalty: 3035.667480
	Iteration 18Q: 3 clusters Score -51505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51508.871094 Penalty: 3035.667480
	Iteration 19Q: 3 clusters Score -51508.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51510.417969 Penalty: 3035.667480
	Iteration 20F: 3 clusters Score -51510.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51528.136719 Penalty: 3035.667480
	Iteration 21Q: 3 clusters Score -51528.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51537.843750 Penalty: 3035.667480
	Iteration 22Q: 3 clusters Score -51537.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51558.320312 Penalty: 3035.667480
	Iteration 23Q: 3 clusters Score -51558.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -51563.257812 Penalty: 3035.667480
	Iteration 24Q: 3 clusters Score -51563.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51564.152344 Penalty: 3035.667480
	Iteration 25Q: 3 clusters Score -51564.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51566.785156 Penalty: 3035.667480
	Iteration 26Q: 3 clusters Score -51566.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51570.027344 Penalty: 3035.667480
	Iteration 27Q: 3 clusters Score -51570.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51622.292969 Penalty: 3035.667480
	Iteration 28Q: 3 clusters Score -51622.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51666.828125 Penalty: 3035.667480
	Iteration 29Q: 3 clusters Score -51666.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51672.691406 Penalty: 3035.667480
	Iteration 30Q: 3 clusters Score -51672.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51672.691406 Penalty: 3035.667480
	Iteration 31F: 3 clusters Score -51672.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -116008.453125 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -116008.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -114021.195312 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -114021.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -114638.328125 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -114638.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -114983.984375 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -114984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -115124.296875 Penalty: 3512.110352
	Iteration 3F: 3 clusters Score -115124.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -115249.742188 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -115249.7 nChanged 43
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: -115374.734375 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -115374.7 nChanged 32
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: -115474.070312 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -115474.1 nChanged 31
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: -115539.773438 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -115539.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -115575.953125 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -115576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -115591.796875 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -115591.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -115611.343750 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -115611.3 nChanged 8
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: -115623.062500 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -115623.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -115634.968750 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -115635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -115652.882812 Penalty: 3512.110352
	Iteration 13Q: 3 clusters Score -115652.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -115666.023438 Penalty: 3512.110352
	Iteration 14Q: 3 clusters Score -115666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -115668.335938 Penalty: 3512.110352
	Iteration 15Q: 3 clusters Score -115668.3 nChanged 3
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: -115671.171875 Penalty: 3512.110352
	Iteration 16Q: 3 clusters Score -115671.2 nChanged 0
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: -115671.171875 Penalty: 3512.110352
	Iteration 17F: 3 clusters Score -115671.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Entering Unmasked Estep 
Score: -699216.187500 Penalty: 2149.072021
	Iteration 0F: 2 clusters Score -699216.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -694148.375000 Penalty: 4298.144043
	Iteration 0F: 3 clusters Score -694148.4 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -695436.562500 Penalty: 4298.144043
	Iteration 1F: 3 clusters Score -695436.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -695686.000000 Penalty: 4298.144043
	Iteration 2F: 3 clusters Score -695686 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -695848.812500 Penalty: 4298.144043
	Iteration 3F: 3 clusters Score -695848.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -695980.687500 Penalty: 4298.144043
	Iteration 4Q: 3 clusters Score -695980.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -696063.562500 Penalty: 4298.144043
	Iteration 5Q: 3 clusters Score -696063.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -696152.625000 Penalty: 4298.144043
	Iteration 6Q: 3 clusters Score -696152.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -696228.187500 Penalty: 4298.144043
	Iteration 7Q: 3 clusters Score -696228.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -696284.312500 Penalty: 4298.144043
	Iteration 8Q: 3 clusters Score -696284.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -696337.187500 Penalty: 4298.144043
	Iteration 9Q: 3 clusters Score -696337.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -696388.937500 Penalty: 4298.144043
	Iteration 10Q: 3 clusters Score -696388.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -696432.187500 Penalty: 4298.144043
	Iteration 11Q: 3 clusters Score -696432.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -696476.250000 Penalty: 4298.144043
	Iteration 12Q: 3 clusters Score -696476.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -696513.250000 Penalty: 4298.144043
	Iteration 13Q: 3 clusters Score -696513.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -696562.750000 Penalty: 4298.144043
	Iteration 14Q: 3 clusters Score -696562.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -696603.625000 Penalty: 4298.144043
	Iteration 15Q: 3 clusters Score -696603.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -696654.562500 Penalty: 4298.144043
	Iteration 16Q: 3 clusters Score -696654.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -696700.875000 Penalty: 4298.144043
	Iteration 17Q: 3 clusters Score -696700.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -696739.437500 Penalty: 4298.144043
	Iteration 18Q: 3 clusters Score -696739.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -696785.875000 Penalty: 4298.144043
	Iteration 19Q: 3 clusters Score -696785.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -696831.687500 Penalty: 4298.144043
	Iteration 20F: 3 clusters Score -696831.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -696867.437500 Penalty: 4298.144043
	Iteration 21Q: 3 clusters Score -696867.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -696895.375000 Penalty: 4298.144043
	Iteration 22Q: 3 clusters Score -696895.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -696920.000000 Penalty: 4298.144043
	Iteration 23Q: 3 clusters Score -696920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -696935.312500 Penalty: 4298.144043
	Iteration 24Q: 3 clusters Score -696935.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -696950.312500 Penalty: 4298.144043
	Iteration 25Q: 3 clusters Score -696950.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -696959.875000 Penalty: 4298.144043
	Iteration 26Q: 3 clusters Score -696959.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -696965.625000 Penalty: 4298.144043
	Iteration 27Q: 3 clusters Score -696965.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -696973.000000 Penalty: 4298.144043
	Iteration 28Q: 3 clusters Score -696973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -696976.687500 Penalty: 4298.144043
	Iteration 29Q: 3 clusters Score -696976.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -696978.812500 Penalty: 4298.144043
	Iteration 30Q: 3 clusters Score -696978.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -696984.062500 Penalty: 4298.144043
	Iteration 31Q: 3 clusters Score -696984.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -696986.250000 Penalty: 4298.144043
	Iteration 32Q: 3 clusters Score -696986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -696987.125000 Penalty: 4298.144043
	Iteration 33Q: 3 clusters Score -696987.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -696988.125000 Penalty: 4298.144043
	Iteration 34Q: 3 clusters Score -696988.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -696991.312500 Penalty: 4298.144043
	Iteration 35Q: 3 clusters Score -696991.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -696992.375000 Penalty: 4298.144043
	Iteration 36Q: 3 clusters Score -696992.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -696996.125000 Penalty: 4298.144043
	Iteration 37Q: 3 clusters Score -696996.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -697003.000000 Penalty: 4298.144043
	Iteration 38Q: 3 clusters Score -697003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -697007.437500 Penalty: 4298.144043
	Iteration 39Q: 3 clusters Score -697007.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -697011.125000 Penalty: 4298.144043
	Iteration 40F: 3 clusters Score -697011.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -697017.687500 Penalty: 4298.144043
	Iteration 41Q: 3 clusters Score -697017.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -697023.375000 Penalty: 4298.144043
	Iteration 42Q: 3 clusters Score -697023.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -697028.250000 Penalty: 4298.144043
	Iteration 43Q: 3 clusters Score -697028.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -697034.625000 Penalty: 4298.144043
	Iteration 44Q: 3 clusters Score -697034.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -697039.312500 Penalty: 4298.144043
	Iteration 45Q: 3 clusters Score -697039.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -697046.187500 Penalty: 4298.144043
	Iteration 46Q: 3 clusters Score -697046.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -697049.750000 Penalty: 4298.144043
	Iteration 47Q: 3 clusters Score -697049.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -697056.187500 Penalty: 4298.144043
	Iteration 48Q: 3 clusters Score -697056.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -697057.312500 Penalty: 4298.144043
	Iteration 49Q: 3 clusters Score -697057.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -697063.312500 Penalty: 4298.144043
	Iteration 50Q: 3 clusters Score -697063.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -697066.562500 Penalty: 4298.144043
	Iteration 51Q: 3 clusters Score -697066.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -697073.437500 Penalty: 4298.144043
	Iteration 52Q: 3 clusters Score -697073.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -697079.687500 Penalty: 4298.144043
	Iteration 53Q: 3 clusters Score -697079.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -697083.625000 Penalty: 4298.144043
	Iteration 54Q: 3 clusters Score -697083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -697084.750000 Penalty: 4298.144043
	Iteration 55Q: 3 clusters Score -697084.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -697086.937500 Penalty: 4298.144043
	Iteration 56Q: 3 clusters Score -697086.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -697092.750000 Penalty: 4298.144043
	Iteration 57Q: 3 clusters Score -697092.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -697094.062500 Penalty: 4298.144043
	Iteration 58Q: 3 clusters Score -697094.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -697098.375000 Penalty: 4298.144043
	Iteration 59Q: 3 clusters Score -697098.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -697101.250000 Penalty: 4298.144043
	Iteration 60F: 3 clusters Score -697101.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -697106.750000 Penalty: 4298.144043
	Iteration 61Q: 3 clusters Score -697106.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -697109.437500 Penalty: 4298.144043
	Iteration 62Q: 3 clusters Score -697109.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -697111.312500 Penalty: 4298.144043
	Iteration 63Q: 3 clusters Score -697111.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -697114.375000 Penalty: 4298.144043
	Iteration 64Q: 3 clusters Score -697114.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -697116.500000 Penalty: 4298.144043
	Iteration 65Q: 3 clusters Score -697116.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -697117.312500 Penalty: 4298.144043
	Iteration 66Q: 3 clusters Score -697117.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -697118.812500 Penalty: 4298.144043
	Iteration 67Q: 3 clusters Score -697118.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -697121.250000 Penalty: 4298.144043
	Iteration 68Q: 3 clusters Score -697121.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -697124.437500 Penalty: 4298.144043
	Iteration 69Q: 3 clusters Score -697124.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -697126.062500 Penalty: 4298.144043
	Iteration 70Q: 3 clusters Score -697126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -697126.687500 Penalty: 4298.144043
	Iteration 71Q: 3 clusters Score -697126.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -697131.750000 Penalty: 4298.144043
	Iteration 72Q: 3 clusters Score -697131.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -697134.000000 Penalty: 4298.144043
	Iteration 73Q: 3 clusters Score -697134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -697135.687500 Penalty: 4298.144043
	Iteration 74Q: 3 clusters Score -697135.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -697138.562500 Penalty: 4298.144043
	Iteration 75Q: 3 clusters Score -697138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -697139.750000 Penalty: 4298.144043
	Iteration 76Q: 3 clusters Score -697139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -697141.000000 Penalty: 4298.144043
	Iteration 77Q: 3 clusters Score -697141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -697144.875000 Penalty: 4298.144043
	Iteration 78Q: 3 clusters Score -697144.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -697149.375000 Penalty: 4298.144043
	Iteration 79Q: 3 clusters Score -697149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -697151.125000 Penalty: 4298.144043
	Iteration 80F: 3 clusters Score -697151.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -697154.625000 Penalty: 4298.144043
	Iteration 81Q: 3 clusters Score -697154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -697156.187500 Penalty: 4298.144043
	Iteration 82Q: 3 clusters Score -697156.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -697159.187500 Penalty: 4298.144043
	Iteration 83Q: 3 clusters Score -697159.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -697158.187500 Penalty: 4298.144043
	Iteration 84Q: 3 clusters Score -697158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -697159.937500 Penalty: 4298.144043
	Iteration 85Q: 3 clusters Score -697159.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -697161.000000 Penalty: 4298.144043
	Iteration 86Q: 3 clusters Score -697161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -697161.812500 Penalty: 4298.144043
	Iteration 87Q: 3 clusters Score -697161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -697162.125000 Penalty: 4298.144043
	Iteration 88Q: 3 clusters Score -697162.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -697162.875000 Penalty: 4298.144043
	Iteration 89Q: 3 clusters Score -697162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -697164.375000 Penalty: 4298.144043
	Iteration 90Q: 3 clusters Score -697164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -697165.687500 Penalty: 4298.144043
	Iteration 91Q: 3 clusters Score -697165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -697166.125000 Penalty: 4298.144043
	Iteration 92Q: 3 clusters Score -697166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -697169.187500 Penalty: 4298.144043
	Iteration 93Q: 3 clusters Score -697169.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -697171.000000 Penalty: 4298.144043
	Iteration 94Q: 3 clusters Score -697171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -697175.062500 Penalty: 4298.144043
	Iteration 95Q: 3 clusters Score -697175.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -697178.000000 Penalty: 4298.144043
	Iteration 96Q: 3 clusters Score -697178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -697180.062500 Penalty: 4298.144043
	Iteration 97Q: 3 clusters Score -697180.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -697186.062500 Penalty: 4298.144043
	Iteration 98Q: 3 clusters Score -697186.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -697193.812500 Penalty: 4298.144043
	Iteration 99Q: 3 clusters Score -697193.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -697200.562500 Penalty: 4298.144043
	Iteration 100F: 3 clusters Score -697200.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -697210.125000 Penalty: 4298.144043
	Iteration 101Q: 3 clusters Score -697210.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -697216.812500 Penalty: 4298.144043
	Iteration 102Q: 3 clusters Score -697216.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -697222.625000 Penalty: 4298.144043
	Iteration 103Q: 3 clusters Score -697222.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -697226.750000 Penalty: 4298.144043
	Iteration 104Q: 3 clusters Score -697226.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -697230.812500 Penalty: 4298.144043
	Iteration 105Q: 3 clusters Score -697230.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -697236.437500 Penalty: 4298.144043
	Iteration 106Q: 3 clusters Score -697236.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -697241.500000 Penalty: 4298.144043
	Iteration 107Q: 3 clusters Score -697241.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -697248.437500 Penalty: 4298.144043
	Iteration 108Q: 3 clusters Score -697248.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -697250.937500 Penalty: 4298.144043
	Iteration 109Q: 3 clusters Score -697250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -697251.000000 Penalty: 4298.144043
	Iteration 110Q: 3 clusters Score -697251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -697251.500000 Penalty: 4298.144043
	Iteration 111Q: 3 clusters Score -697251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -697251.250000 Penalty: 4298.144043
	Iteration 112Q: 3 clusters Score -697251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -697253.000000 Penalty: 4298.144043
	Iteration 113Q: 3 clusters Score -697253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -697255.437500 Penalty: 4298.144043
	Iteration 114Q: 3 clusters Score -697255.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -697259.125000 Penalty: 4298.144043
	Iteration 115Q: 3 clusters Score -697259.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -697259.875000 Penalty: 4298.144043
	Iteration 116Q: 3 clusters Score -697259.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -697265.687500 Penalty: 4298.144043
	Iteration 117Q: 3 clusters Score -697265.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -697271.812500 Penalty: 4298.144043
	Iteration 118Q: 3 clusters Score -697271.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -697272.875000 Penalty: 4298.144043
	Iteration 119Q: 3 clusters Score -697272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -697277.687500 Penalty: 4298.144043
	Iteration 120F: 3 clusters Score -697277.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -697276.500000 Penalty: 4298.144043
	Iteration 121Q: 3 clusters Score -697276.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -697276.812500 Penalty: 4298.144043
	Iteration 122Q: 3 clusters Score -697276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -697279.562500 Penalty: 4298.144043
	Iteration 123Q: 3 clusters Score -697279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -697281.187500 Penalty: 4298.144043
	Iteration 124Q: 3 clusters Score -697281.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -697281.187500 Penalty: 4298.144043
	Iteration 125F: 3 clusters Score -697281.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (31328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Entering Unmasked Estep 
Score: -3808166.750000 Penalty: 2567.362305
	Iteration 0F: 2 clusters Score -3808167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3786810.250000 Penalty: 5134.724609
	Iteration 0F: 3 clusters Score -3786810 nChanged 14179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3794647.500000 Penalty: 5134.724609
	Iteration 1F: 3 clusters Score -3794648 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3795423.250000 Penalty: 5134.724609
	Iteration 2F: 3 clusters Score -3795423 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3796365.500000 Penalty: 5134.724609
	Iteration 3F: 3 clusters Score -3796366 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -3797266.250000 Penalty: 5134.724609
	Iteration 4F: 3 clusters Score -3797266 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3798203.000000 Penalty: 5134.724609
	Iteration 5F: 3 clusters Score -3798203 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3799317.000000 Penalty: 5134.724609
	Iteration 6F: 3 clusters Score -3799317 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3800643.000000 Penalty: 5134.724609
	Iteration 7F: 3 clusters Score -3800643 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3802281.000000 Penalty: 5134.724609
	Iteration 8F: 3 clusters Score -3802281 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3803942.500000 Penalty: 5134.724609
	Iteration 9F: 3 clusters Score -3803942 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3805481.750000 Penalty: 5134.724609
	Iteration 10Q: 3 clusters Score -3805482 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -3806576.500000 Penalty: 5134.724609
	Iteration 11Q: 3 clusters Score -3806576 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -3807167.250000 Penalty: 5134.724609
	Iteration 12Q: 3 clusters Score -3807167 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3807539.000000 Penalty: 5134.724609
	Iteration 13Q: 3 clusters Score -3807539 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -3807853.750000 Penalty: 5134.724609
	Iteration 14Q: 3 clusters Score -3807854 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -3808057.000000 Penalty: 5134.724609
	Iteration 15Q: 3 clusters Score -3808057 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3808180.250000 Penalty: 5134.724609
	Iteration 16Q: 3 clusters Score -3808180 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -3808237.750000 Penalty: 5134.724609
	Iteration 17Q: 3 clusters Score -3808238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -3808281.250000 Penalty: 5134.724609
	Iteration 18Q: 3 clusters Score -3808281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3808294.750000 Penalty: 5134.724609
	Iteration 19Q: 3 clusters Score -3808295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -3808307.250000 Penalty: 5134.724609
	Iteration 20F: 3 clusters Score -3808307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -3808319.750000 Penalty: 5134.724609
	Iteration 21Q: 3 clusters Score -3808320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3808322.750000 Penalty: 5134.724609
	Iteration 22Q: 3 clusters Score -3808323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -3808329.500000 Penalty: 5134.724609
	Iteration 23Q: 3 clusters Score -3808330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3808329.000000 Penalty: 5134.724609
	Iteration 24Q: 3 clusters Score -3808329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -3808339.250000 Penalty: 5134.724609
	Iteration 25Q: 3 clusters Score -3808339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -3808341.750000 Penalty: 5134.724609
	Iteration 26Q: 3 clusters Score -3808342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3808344.250000 Penalty: 5134.724609
	Iteration 27Q: 3 clusters Score -3808344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3808342.750000 Penalty: 5134.724609
	Iteration 28Q: 3 clusters Score -3808343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3808342.750000 Penalty: 5134.724609
	Iteration 29F: 3 clusters Score -3808343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 1570 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5348 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 622 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5605 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 29758 members 
Entering Unmasked Estep 
Score: -154536720.000000 Penalty: 286492.562500
Splitting cluster 61 changes total score from -154536816.000000 to -154536720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (15876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Entering Unmasked Estep 
Score: -1901065.250000 Penalty: 2398.795654
	Iteration 0F: 2 clusters Score -1901065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1889775.250000 Penalty: 4797.591309
	Iteration 0F: 3 clusters Score -1889775 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1893695.125000 Penalty: 4797.591309
	Iteration 1F: 3 clusters Score -1893695 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1894270.375000 Penalty: 4797.591309
	Iteration 2F: 3 clusters Score -1894270 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1894783.750000 Penalty: 4797.591309
	Iteration 3F: 3 clusters Score -1894784 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1895268.250000 Penalty: 4797.591309
	Iteration 4F: 3 clusters Score -1895268 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1895745.500000 Penalty: 4797.591309
	Iteration 5F: 3 clusters Score -1895746 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1896242.000000 Penalty: 4797.591309
	Iteration 6F: 3 clusters Score -1896242 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1896667.750000 Penalty: 4797.591309
	Iteration 7Q: 3 clusters Score -1896668 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1897057.750000 Penalty: 4797.591309
	Iteration 8Q: 3 clusters Score -1897058 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1897418.000000 Penalty: 4797.591309
	Iteration 9Q: 3 clusters Score -1897418 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1897688.125000 Penalty: 4797.591309
	Iteration 10Q: 3 clusters Score -1897688 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1897922.000000 Penalty: 4797.591309
	Iteration 11Q: 3 clusters Score -1897922 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1898110.625000 Penalty: 4797.591309
	Iteration 12Q: 3 clusters Score -1898111 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1898236.250000 Penalty: 4797.591309
	Iteration 13Q: 3 clusters Score -1898236 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1898313.875000 Penalty: 4797.591309
	Iteration 14Q: 3 clusters Score -1898314 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1898393.750000 Penalty: 4797.591309
	Iteration 15Q: 3 clusters Score -1898394 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1898444.750000 Penalty: 4797.591309
	Iteration 16Q: 3 clusters Score -1898445 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1898510.750000 Penalty: 4797.591309
	Iteration 17Q: 3 clusters Score -1898511 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1898564.500000 Penalty: 4797.591309
	Iteration 18Q: 3 clusters Score -1898564 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1898615.250000 Penalty: 4797.591309
	Iteration 19Q: 3 clusters Score -1898615 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1898649.625000 Penalty: 4797.591309
	Iteration 20F: 3 clusters Score -1898650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1898685.000000 Penalty: 4797.591309
	Iteration 21Q: 3 clusters Score -1898685 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1898726.500000 Penalty: 4797.591309
	Iteration 22Q: 3 clusters Score -1898726 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1898769.875000 Penalty: 4797.591309
	Iteration 23Q: 3 clusters Score -1898770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1898795.000000 Penalty: 4797.591309
	Iteration 24Q: 3 clusters Score -1898795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1898819.000000 Penalty: 4797.591309
	Iteration 25Q: 3 clusters Score -1898819 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1898843.375000 Penalty: 4797.591309
	Iteration 26Q: 3 clusters Score -1898843 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1898862.875000 Penalty: 4797.591309
	Iteration 27Q: 3 clusters Score -1898863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1898875.625000 Penalty: 4797.591309
	Iteration 28Q: 3 clusters Score -1898876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1898894.750000 Penalty: 4797.591309
	Iteration 29Q: 3 clusters Score -1898895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1898915.375000 Penalty: 4797.591309
	Iteration 30Q: 3 clusters Score -1898915 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1898932.500000 Penalty: 4797.591309
	Iteration 31Q: 3 clusters Score -1898932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1898946.875000 Penalty: 4797.591309
	Iteration 32Q: 3 clusters Score -1898947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1898971.500000 Penalty: 4797.591309
	Iteration 33Q: 3 clusters Score -1898972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1898992.500000 Penalty: 4797.591309
	Iteration 34Q: 3 clusters Score -1898992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1899014.375000 Penalty: 4797.591309
	Iteration 35Q: 3 clusters Score -1899014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1899037.000000 Penalty: 4797.591309
	Iteration 36Q: 3 clusters Score -1899037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1899064.875000 Penalty: 4797.591309
	Iteration 37Q: 3 clusters Score -1899065 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1899094.125000 Penalty: 4797.591309
	Iteration 38Q: 3 clusters Score -1899094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1899112.625000 Penalty: 4797.591309
	Iteration 39Q: 3 clusters Score -1899113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1899126.375000 Penalty: 4797.591309
	Iteration 40F: 3 clusters Score -1899126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1899152.875000 Penalty: 4797.591309
	Iteration 41Q: 3 clusters Score -1899153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1899177.000000 Penalty: 4797.591309
	Iteration 42Q: 3 clusters Score -1899177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1899196.125000 Penalty: 4797.591309
	Iteration 43Q: 3 clusters Score -1899196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1899219.000000 Penalty: 4797.591309
	Iteration 44Q: 3 clusters Score -1899219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1899236.125000 Penalty: 4797.591309
	Iteration 45Q: 3 clusters Score -1899236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1899255.125000 Penalty: 4797.591309
	Iteration 46Q: 3 clusters Score -1899255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1899264.250000 Penalty: 4797.591309
	Iteration 47Q: 3 clusters Score -1899264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1899276.500000 Penalty: 4797.591309
	Iteration 48Q: 3 clusters Score -1899276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1899283.500000 Penalty: 4797.591309
	Iteration 49Q: 3 clusters Score -1899284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1899283.375000 Penalty: 4797.591309
	Iteration 50Q: 3 clusters Score -1899283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1899297.000000 Penalty: 4797.591309
	Iteration 51Q: 3 clusters Score -1899297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1899299.750000 Penalty: 4797.591309
	Iteration 52Q: 3 clusters Score -1899300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1899303.500000 Penalty: 4797.591309
	Iteration 53Q: 3 clusters Score -1899304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1899310.375000 Penalty: 4797.591309
	Iteration 54Q: 3 clusters Score -1899310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1899312.750000 Penalty: 4797.591309
	Iteration 55Q: 3 clusters Score -1899313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1899315.375000 Penalty: 4797.591309
	Iteration 56Q: 3 clusters Score -1899315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1899317.625000 Penalty: 4797.591309
	Iteration 57Q: 3 clusters Score -1899318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1899313.750000 Penalty: 4797.591309
	Iteration 58Q: 3 clusters Score -1899314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1899313.750000 Penalty: 4797.591309
	Iteration 59F: 3 clusters Score -1899314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (3852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Entering Unmasked Estep 
Score: -454954.500000 Penalty: 2047.574219
	Iteration 0F: 2 clusters Score -454954.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -451193.562500 Penalty: 4095.148438
	Iteration 0F: 3 clusters Score -451193.6 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -451992.125000 Penalty: 4095.148438
	Iteration 1F: 3 clusters Score -451992.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -452166.625000 Penalty: 4095.148438
	Iteration 2F: 3 clusters Score -452166.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -452315.031250 Penalty: 4095.148438
	Iteration 3F: 3 clusters Score -452315 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -452464.750000 Penalty: 4095.148438
	Iteration 4Q: 3 clusters Score -452464.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -452670.750000 Penalty: 4095.148438
	Iteration 5Q: 3 clusters Score -452670.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -452928.031250 Penalty: 4095.148438
	Iteration 6F: 3 clusters Score -452928 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -453231.281250 Penalty: 4095.148438
	Iteration 7F: 3 clusters Score -453231.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -453518.437500 Penalty: 4095.148438
	Iteration 8F: 3 clusters Score -453518.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -453744.093750 Penalty: 4095.148438
	Iteration 9F: 3 clusters Score -453744.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -453872.937500 Penalty: 4095.148438
	Iteration 10Q: 3 clusters Score -453872.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -453938.218750 Penalty: 4095.148438
	Iteration 11Q: 3 clusters Score -453938.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -453975.125000 Penalty: 4095.148438
	Iteration 12Q: 3 clusters Score -453975.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -454000.531250 Penalty: 4095.148438
	Iteration 13Q: 3 clusters Score -454000.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -454019.218750 Penalty: 4095.148438
	Iteration 14Q: 3 clusters Score -454019.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -454036.843750 Penalty: 4095.148438
	Iteration 15Q: 3 clusters Score -454036.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -454044.375000 Penalty: 4095.148438
	Iteration 16Q: 3 clusters Score -454044.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -454046.437500 Penalty: 4095.148438
	Iteration 17Q: 3 clusters Score -454046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -454047.187500 Penalty: 4095.148438
	Iteration 18Q: 3 clusters Score -454047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -454047.093750 Penalty: 4095.148438
	Iteration 19Q: 3 clusters Score -454047.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -454047.093750 Penalty: 4095.148438
	Iteration 20F: 3 clusters Score -454047.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -211456.406250 Penalty: 1856.680054
	Iteration 0F: 2 clusters Score -211456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -208988.796875 Penalty: 3713.360107
	Iteration 0F: 3 clusters Score -208988.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -209448.375000 Penalty: 3713.360107
	Iteration 1F: 3 clusters Score -209448.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -209554.562500 Penalty: 3713.360107
	Iteration 2F: 3 clusters Score -209554.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -209622.562500 Penalty: 3713.360107
	Iteration 3Q: 3 clusters Score -209622.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -209660.328125 Penalty: 3713.360107
	Iteration 4Q: 3 clusters Score -209660.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -209694.984375 Penalty: 3713.360107
	Iteration 5Q: 3 clusters Score -209695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -209721.031250 Penalty: 3713.360107
	Iteration 6Q: 3 clusters Score -209721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -209745.203125 Penalty: 3713.360107
	Iteration 7Q: 3 clusters Score -209745.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -209776.968750 Penalty: 3713.360107
	Iteration 8Q: 3 clusters Score -209777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -209819.500000 Penalty: 3713.360107
	Iteration 9Q: 3 clusters Score -209819.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -209857.765625 Penalty: 3713.360107
	Iteration 10Q: 3 clusters Score -209857.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -209893.015625 Penalty: 3713.360107
	Iteration 11Q: 3 clusters Score -209893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -209936.171875 Penalty: 3713.360107
	Iteration 12Q: 3 clusters Score -209936.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -209972.281250 Penalty: 3713.360107
	Iteration 13Q: 3 clusters Score -209972.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -210016.578125 Penalty: 3713.360107
	Iteration 14Q: 3 clusters Score -210016.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -210047.593750 Penalty: 3713.360107
	Iteration 15Q: 3 clusters Score -210047.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -210075.500000 Penalty: 3713.360107
	Iteration 16Q: 3 clusters Score -210075.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -210096.484375 Penalty: 3713.360107
	Iteration 17Q: 3 clusters Score -210096.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -210112.187500 Penalty: 3713.360107
	Iteration 18Q: 3 clusters Score -210112.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -210123.578125 Penalty: 3713.360107
	Iteration 19Q: 3 clusters Score -210123.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -210132.484375 Penalty: 3713.360107
	Iteration 20F: 3 clusters Score -210132.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -210134.750000 Penalty: 3713.360107
	Iteration 21Q: 3 clusters Score -210134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -210137.968750 Penalty: 3713.360107
	Iteration 22Q: 3 clusters Score -210138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -210141.203125 Penalty: 3713.360107
	Iteration 23Q: 3 clusters Score -210141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -210142.484375 Penalty: 3713.360107
	Iteration 24Q: 3 clusters Score -210142.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -210144.875000 Penalty: 3713.360107
	Iteration 25Q: 3 clusters Score -210144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -210146.000000 Penalty: 3713.360107
	Iteration 26Q: 3 clusters Score -210146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -210147.453125 Penalty: 3713.360107
	Iteration 27Q: 3 clusters Score -210147.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -210147.796875 Penalty: 3713.360107
	Iteration 28Q: 3 clusters Score -210147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -210148.406250 Penalty: 3713.360107
	Iteration 29Q: 3 clusters Score -210148.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -210148.406250 Penalty: 3713.360107
	Iteration 30F: 3 clusters Score -210148.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -114113.882812 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -114113.9 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 496 members 
Entering Unmasked Estep 
Score: -112173.585938 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -112173.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112444.187500 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -112444.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112531.859375 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -112531.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -112558.625000 Penalty: 3423.760498
	Iteration 3Q: 3 clusters Score -112558.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -112576.523438 Penalty: 3423.760498
	Iteration 4Q: 3 clusters Score -112576.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -112585.539062 Penalty: 3423.760498
	Iteration 5Q: 3 clusters Score -112585.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -112596.875000 Penalty: 3423.760498
	Iteration 6Q: 3 clusters Score -112596.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -112602.968750 Penalty: 3423.760498
	Iteration 7Q: 3 clusters Score -112603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -112606.179688 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -112606.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -112613.062500 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -112613.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -112624.921875 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -112624.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112637.031250 Penalty: 3423.760498
	Iteration 11Q: 3 clusters Score -112637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -112644.031250 Penalty: 3423.760498
	Iteration 12Q: 3 clusters Score -112644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -112645.718750 Penalty: 3423.760498
	Iteration 13Q: 3 clusters Score -112645.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112652.390625 Penalty: 3423.760498
	Iteration 14Q: 3 clusters Score -112652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112655.234375 Penalty: 3423.760498
	Iteration 15Q: 3 clusters Score -112655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112655.546875 Penalty: 3423.760498
	Iteration 16Q: 3 clusters Score -112655.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112655.546875 Penalty: 3423.760498
	Iteration 17F: 3 clusters Score -112655.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Entering Unmasked Estep 
Score: -856439.125000 Penalty: 2128.950684
	Iteration 0F: 2 clusters Score -856439.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -851737.125000 Penalty: 4257.901367
	Iteration 0F: 3 clusters Score -851737.1 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -852966.562500 Penalty: 4257.901367
	Iteration 1F: 3 clusters Score -852966.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -853396.437500 Penalty: 4257.901367
	Iteration 2F: 3 clusters Score -853396.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -853801.000000 Penalty: 4257.901367
	Iteration 3F: 3 clusters Score -853801 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -854268.062500 Penalty: 4257.901367
	Iteration 4F: 3 clusters Score -854268.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -854848.000000 Penalty: 4257.901367
	Iteration 5F: 3 clusters Score -854848 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -855422.250000 Penalty: 4257.901367
	Iteration 6F: 3 clusters Score -855422.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -855759.437500 Penalty: 4257.901367
	Iteration 7F: 3 clusters Score -855759.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -855929.312500 Penalty: 4257.901367
	Iteration 8Q: 3 clusters Score -855929.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -856023.875000 Penalty: 4257.901367
	Iteration 9Q: 3 clusters Score -856023.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -856063.812500 Penalty: 4257.901367
	Iteration 10Q: 3 clusters Score -856063.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -856086.937500 Penalty: 4257.901367
	Iteration 11Q: 3 clusters Score -856086.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -856104.625000 Penalty: 4257.901367
	Iteration 12Q: 3 clusters Score -856104.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -856119.125000 Penalty: 4257.901367
	Iteration 13Q: 3 clusters Score -856119.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -856129.500000 Penalty: 4257.901367
	Iteration 14Q: 3 clusters Score -856129.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -856133.750000 Penalty: 4257.901367
	Iteration 15Q: 3 clusters Score -856133.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -856142.687500 Penalty: 4257.901367
	Iteration 16Q: 3 clusters Score -856142.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -856150.687500 Penalty: 4257.901367
	Iteration 17Q: 3 clusters Score -856150.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -856155.187500 Penalty: 4257.901367
	Iteration 18Q: 3 clusters Score -856155.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -856158.437500 Penalty: 4257.901367
	Iteration 19Q: 3 clusters Score -856158.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -856161.062500 Penalty: 4257.901367
	Iteration 20F: 3 clusters Score -856161.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -856159.937500 Penalty: 4257.901367
	Iteration 21Q: 3 clusters Score -856159.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -856161.000000 Penalty: 4257.901367
	Iteration 22Q: 3 clusters Score -856161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -856161.812500 Penalty: 4257.901367
	Iteration 23Q: 3 clusters Score -856161.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -856162.937500 Penalty: 4257.901367
	Iteration 24Q: 3 clusters Score -856162.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -856165.125000 Penalty: 4257.901367
	Iteration 25Q: 3 clusters Score -856165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -856166.875000 Penalty: 4257.901367
	Iteration 26Q: 3 clusters Score -856166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -856168.812500 Penalty: 4257.901367
	Iteration 27Q: 3 clusters Score -856168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -856168.687500 Penalty: 4257.901367
	Iteration 28Q: 3 clusters Score -856168.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -856170.562500 Penalty: 4257.901367
	Iteration 29Q: 3 clusters Score -856170.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -856172.812500 Penalty: 4257.901367
	Iteration 30Q: 3 clusters Score -856172.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -856176.375000 Penalty: 4257.901367
	Iteration 31Q: 3 clusters Score -856176.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -856177.812500 Penalty: 4257.901367
	Iteration 32Q: 3 clusters Score -856177.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -856181.437500 Penalty: 4257.901367
	Iteration 33Q: 3 clusters Score -856181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -856179.625000 Penalty: 4257.901367
	Iteration 34Q: 3 clusters Score -856179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -856182.312500 Penalty: 4257.901367
	Iteration 35Q: 3 clusters Score -856182.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -856180.937500 Penalty: 4257.901367
	Iteration 36Q: 3 clusters Score -856180.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -856183.000000 Penalty: 4257.901367
	Iteration 37Q: 3 clusters Score -856183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -856185.437500 Penalty: 4257.901367
	Iteration 38Q: 3 clusters Score -856185.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -856185.312500 Penalty: 4257.901367
	Iteration 39Q: 3 clusters Score -856185.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -856183.937500 Penalty: 4257.901367
	Iteration 40F: 3 clusters Score -856183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -856185.375000 Penalty: 4257.901367
	Iteration 41Q: 3 clusters Score -856185.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -856188.562500 Penalty: 4257.901367
	Iteration 42Q: 3 clusters Score -856188.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -856192.562500 Penalty: 4257.901367
	Iteration 43Q: 3 clusters Score -856192.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -856194.687500 Penalty: 4257.901367
	Iteration 44Q: 3 clusters Score -856194.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -856198.250000 Penalty: 4257.901367
	Iteration 45Q: 3 clusters Score -856198.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -856198.812500 Penalty: 4257.901367
	Iteration 46Q: 3 clusters Score -856198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -856200.875000 Penalty: 4257.901367
	Iteration 47Q: 3 clusters Score -856200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -856202.187500 Penalty: 4257.901367
	Iteration 48Q: 3 clusters Score -856202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -856204.312500 Penalty: 4257.901367
	Iteration 49Q: 3 clusters Score -856204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -856204.812500 Penalty: 4257.901367
	Iteration 50Q: 3 clusters Score -856204.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -856205.375000 Penalty: 4257.901367
	Iteration 51Q: 3 clusters Score -856205.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -856206.812500 Penalty: 4257.901367
	Iteration 52Q: 3 clusters Score -856206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -856206.812500 Penalty: 4257.901367
	Iteration 53F: 3 clusters Score -856206.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (10652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Entering Unmasked Estep 
Score: -1173052.500000 Penalty: 2299.828857
	Iteration 0F: 2 clusters Score -1173052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1164995.500000 Penalty: 4599.657715
	Iteration 0F: 3 clusters Score -1164996 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1167489.625000 Penalty: 4599.657715
	Iteration 1F: 3 clusters Score -1167490 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1168080.500000 Penalty: 4599.657715
	Iteration 2F: 3 clusters Score -1168080 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1168722.500000 Penalty: 4599.657715
	Iteration 3F: 3 clusters Score -1168722 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1169366.125000 Penalty: 4599.657715
	Iteration 4F: 3 clusters Score -1169366 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1170010.625000 Penalty: 4599.657715
	Iteration 5F: 3 clusters Score -1170011 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1170567.250000 Penalty: 4599.657715
	Iteration 6F: 3 clusters Score -1170567 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1170941.625000 Penalty: 4599.657715
	Iteration 7F: 3 clusters Score -1170942 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1171180.625000 Penalty: 4599.657715
	Iteration 8Q: 3 clusters Score -1171181 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1171364.625000 Penalty: 4599.657715
	Iteration 9Q: 3 clusters Score -1171365 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1171496.000000 Penalty: 4599.657715
	Iteration 10Q: 3 clusters Score -1171496 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1171566.875000 Penalty: 4599.657715
	Iteration 11Q: 3 clusters Score -1171567 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1171627.375000 Penalty: 4599.657715
	Iteration 12Q: 3 clusters Score -1171627 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1171677.250000 Penalty: 4599.657715
	Iteration 13Q: 3 clusters Score -1171677 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1171703.625000 Penalty: 4599.657715
	Iteration 14Q: 3 clusters Score -1171704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1171727.000000 Penalty: 4599.657715
	Iteration 15Q: 3 clusters Score -1171727 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1171742.125000 Penalty: 4599.657715
	Iteration 16Q: 3 clusters Score -1171742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1171754.750000 Penalty: 4599.657715
	Iteration 17Q: 3 clusters Score -1171755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1171758.500000 Penalty: 4599.657715
	Iteration 18Q: 3 clusters Score -1171758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1171763.750000 Penalty: 4599.657715
	Iteration 19Q: 3 clusters Score -1171764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1171770.875000 Penalty: 4599.657715
	Iteration 20F: 3 clusters Score -1171771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1171777.125000 Penalty: 4599.657715
	Iteration 21Q: 3 clusters Score -1171777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1171784.750000 Penalty: 4599.657715
	Iteration 22Q: 3 clusters Score -1171785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1171791.375000 Penalty: 4599.657715
	Iteration 23Q: 3 clusters Score -1171791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1171795.875000 Penalty: 4599.657715
	Iteration 24Q: 3 clusters Score -1171796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1171799.000000 Penalty: 4599.657715
	Iteration 25Q: 3 clusters Score -1171799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1171801.875000 Penalty: 4599.657715
	Iteration 26Q: 3 clusters Score -1171802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1171803.250000 Penalty: 4599.657715
	Iteration 27Q: 3 clusters Score -1171803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1171806.000000 Penalty: 4599.657715
	Iteration 28Q: 3 clusters Score -1171806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1171808.125000 Penalty: 4599.657715
	Iteration 29Q: 3 clusters Score -1171808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1171810.625000 Penalty: 4599.657715
	Iteration 30Q: 3 clusters Score -1171811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1171813.875000 Penalty: 4599.657715
	Iteration 31Q: 3 clusters Score -1171814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1171816.125000 Penalty: 4599.657715
	Iteration 32Q: 3 clusters Score -1171816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1171815.375000 Penalty: 4599.657715
	Iteration 33Q: 3 clusters Score -1171815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1171817.500000 Penalty: 4599.657715
	Iteration 34Q: 3 clusters Score -1171818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1171818.875000 Penalty: 4599.657715
	Iteration 35Q: 3 clusters Score -1171819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1171817.750000 Penalty: 4599.657715
	Iteration 36Q: 3 clusters Score -1171818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1171820.750000 Penalty: 4599.657715
	Iteration 37Q: 3 clusters Score -1171821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1171819.500000 Penalty: 4599.657715
	Iteration 38Q: 3 clusters Score -1171820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1171819.250000 Penalty: 4599.657715
	Iteration 39Q: 3 clusters Score -1171819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1171819.250000 Penalty: 4599.657715
	Iteration 40F: 3 clusters Score -1171819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -32526.087891 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -32526.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31210.927734 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -31210.93 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31479.904297 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -31479.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31655.544922 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -31655.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -31755.263672 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -31755.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -31835.449219 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -31835.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -31948.099609 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -31948.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -32034.810547 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -32034.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -32067.689453 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -32067.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -32087.933594 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -32087.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -32094.771484 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -32094.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -32154.830078 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -32154.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -32186.244141 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -32186.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -32236.511719 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -32236.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -32246.714844 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -32246.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -32262.472656 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -32262.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -32280.671875 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -32280.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -32285.003906 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -32285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -32289.226562 Penalty: 3078.461670
	Iteration 17Q: 3 clusters Score -32289.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -32293.720703 Penalty: 3078.461670
	Iteration 18Q: 3 clusters Score -32293.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -32295.279297 Penalty: 3078.461670
	Iteration 19Q: 3 clusters Score -32295.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -32295.279297 Penalty: 3078.461670
	Iteration 20F: 3 clusters Score -32295.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (2763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Entering Unmasked Estep 
Score: -280704.156250 Penalty: 1965.169922
	Iteration 0F: 2 clusters Score -280704.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -277612.187500 Penalty: 3930.339844
	Iteration 0F: 3 clusters Score -277612.2 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -278345.718750 Penalty: 3930.339844
	Iteration 1F: 3 clusters Score -278345.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -278598.718750 Penalty: 3930.339844
	Iteration 2F: 3 clusters Score -278598.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -278731.656250 Penalty: 3930.339844
	Iteration 3F: 3 clusters Score -278731.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -278850.000000 Penalty: 3930.339844
	Iteration 4Q: 3 clusters Score -278850 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -278956.156250 Penalty: 3930.339844
	Iteration 5Q: 3 clusters Score -278956.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -279031.656250 Penalty: 3930.339844
	Iteration 6Q: 3 clusters Score -279031.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -279118.562500 Penalty: 3930.339844
	Iteration 7Q: 3 clusters Score -279118.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -279213.843750 Penalty: 3930.339844
	Iteration 8Q: 3 clusters Score -279213.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -279328.187500 Penalty: 3930.339844
	Iteration 9Q: 3 clusters Score -279328.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -279426.250000 Penalty: 3930.339844
	Iteration 10Q: 3 clusters Score -279426.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -279482.062500 Penalty: 3930.339844
	Iteration 11Q: 3 clusters Score -279482.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -279535.812500 Penalty: 3930.339844
	Iteration 12Q: 3 clusters Score -279535.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -279577.906250 Penalty: 3930.339844
	Iteration 13Q: 3 clusters Score -279577.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -279607.375000 Penalty: 3930.339844
	Iteration 14Q: 3 clusters Score -279607.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -279629.968750 Penalty: 3930.339844
	Iteration 15Q: 3 clusters Score -279630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -279651.812500 Penalty: 3930.339844
	Iteration 16Q: 3 clusters Score -279651.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -279682.437500 Penalty: 3930.339844
	Iteration 17Q: 3 clusters Score -279682.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -279705.906250 Penalty: 3930.339844
	Iteration 18Q: 3 clusters Score -279705.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -279742.062500 Penalty: 3930.339844
	Iteration 19Q: 3 clusters Score -279742.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -279774.718750 Penalty: 3930.339844
	Iteration 20F: 3 clusters Score -279774.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -279803.656250 Penalty: 3930.339844
	Iteration 21Q: 3 clusters Score -279803.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -279828.875000 Penalty: 3930.339844
	Iteration 22Q: 3 clusters Score -279828.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -279847.625000 Penalty: 3930.339844
	Iteration 23Q: 3 clusters Score -279847.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -279867.656250 Penalty: 3930.339844
	Iteration 24Q: 3 clusters Score -279867.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -279884.187500 Penalty: 3930.339844
	Iteration 25Q: 3 clusters Score -279884.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -279894.093750 Penalty: 3930.339844
	Iteration 26Q: 3 clusters Score -279894.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -279899.125000 Penalty: 3930.339844
	Iteration 27Q: 3 clusters Score -279899.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -279907.125000 Penalty: 3930.339844
	Iteration 28Q: 3 clusters Score -279907.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -279921.781250 Penalty: 3930.339844
	Iteration 29Q: 3 clusters Score -279921.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -279928.218750 Penalty: 3930.339844
	Iteration 30Q: 3 clusters Score -279928.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -279935.531250 Penalty: 3930.339844
	Iteration 31Q: 3 clusters Score -279935.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -279944.218750 Penalty: 3930.339844
	Iteration 32Q: 3 clusters Score -279944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -279957.750000 Penalty: 3930.339844
	Iteration 33Q: 3 clusters Score -279957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -279960.093750 Penalty: 3930.339844
	Iteration 34Q: 3 clusters Score -279960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -279962.375000 Penalty: 3930.339844
	Iteration 35Q: 3 clusters Score -279962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -279963.906250 Penalty: 3930.339844
	Iteration 36Q: 3 clusters Score -279963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -279965.562500 Penalty: 3930.339844
	Iteration 37Q: 3 clusters Score -279965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -279967.031250 Penalty: 3930.339844
	Iteration 38Q: 3 clusters Score -279967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -279968.656250 Penalty: 3930.339844
	Iteration 39Q: 3 clusters Score -279968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -279970.625000 Penalty: 3930.339844
	Iteration 40F: 3 clusters Score -279970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -279974.593750 Penalty: 3930.339844
	Iteration 41Q: 3 clusters Score -279974.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -279979.750000 Penalty: 3930.339844
	Iteration 42Q: 3 clusters Score -279979.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -279982.843750 Penalty: 3930.339844
	Iteration 43Q: 3 clusters Score -279982.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -279986.062500 Penalty: 3930.339844
	Iteration 44Q: 3 clusters Score -279986.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -279988.218750 Penalty: 3930.339844
	Iteration 45Q: 3 clusters Score -279988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -279989.718750 Penalty: 3930.339844
	Iteration 46Q: 3 clusters Score -279989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -279990.718750 Penalty: 3930.339844
	Iteration 47Q: 3 clusters Score -279990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -279990.718750 Penalty: 3930.339844
	Iteration 48F: 3 clusters Score -279990.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -197728.546875 Penalty: 1843.842285
	Iteration 0F: 2 clusters Score -197728.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -195307.546875 Penalty: 3687.684570
	Iteration 0F: 3 clusters Score -195307.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -195754.453125 Penalty: 3687.684570
	Iteration 1F: 3 clusters Score -195754.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -195905.687500 Penalty: 3687.684570
	Iteration 2F: 3 clusters Score -195905.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -196000.281250 Penalty: 3687.684570
	Iteration 3Q: 3 clusters Score -196000.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -196067.218750 Penalty: 3687.684570
	Iteration 4Q: 3 clusters Score -196067.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -196120.281250 Penalty: 3687.684570
	Iteration 5Q: 3 clusters Score -196120.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -196157.156250 Penalty: 3687.684570
	Iteration 6Q: 3 clusters Score -196157.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -196189.000000 Penalty: 3687.684570
	Iteration 7Q: 3 clusters Score -196189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -196218.593750 Penalty: 3687.684570
	Iteration 8Q: 3 clusters Score -196218.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -196240.328125 Penalty: 3687.684570
	Iteration 9Q: 3 clusters Score -196240.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -196265.765625 Penalty: 3687.684570
	Iteration 10Q: 3 clusters Score -196265.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -196290.843750 Penalty: 3687.684570
	Iteration 11Q: 3 clusters Score -196290.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -196312.906250 Penalty: 3687.684570
	Iteration 12Q: 3 clusters Score -196312.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -196329.250000 Penalty: 3687.684570
	Iteration 13Q: 3 clusters Score -196329.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -196349.812500 Penalty: 3687.684570
	Iteration 14Q: 3 clusters Score -196349.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -196370.312500 Penalty: 3687.684570
	Iteration 15Q: 3 clusters Score -196370.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -196386.390625 Penalty: 3687.684570
	Iteration 16Q: 3 clusters Score -196386.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -196406.046875 Penalty: 3687.684570
	Iteration 17Q: 3 clusters Score -196406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -196429.484375 Penalty: 3687.684570
	Iteration 18Q: 3 clusters Score -196429.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -196440.375000 Penalty: 3687.684570
	Iteration 19Q: 3 clusters Score -196440.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -196452.140625 Penalty: 3687.684570
	Iteration 20F: 3 clusters Score -196452.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -196464.000000 Penalty: 3687.684570
	Iteration 21Q: 3 clusters Score -196464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -196477.703125 Penalty: 3687.684570
	Iteration 22Q: 3 clusters Score -196477.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -196495.875000 Penalty: 3687.684570
	Iteration 23Q: 3 clusters Score -196495.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -196514.234375 Penalty: 3687.684570
	Iteration 24Q: 3 clusters Score -196514.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -196537.203125 Penalty: 3687.684570
	Iteration 25Q: 3 clusters Score -196537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -196553.718750 Penalty: 3687.684570
	Iteration 26Q: 3 clusters Score -196553.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -196575.265625 Penalty: 3687.684570
	Iteration 27Q: 3 clusters Score -196575.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -196611.703125 Penalty: 3687.684570
	Iteration 28Q: 3 clusters Score -196611.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -196654.484375 Penalty: 3687.684570
	Iteration 29Q: 3 clusters Score -196654.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -196699.375000 Penalty: 3687.684570
	Iteration 30Q: 3 clusters Score -196699.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -196722.281250 Penalty: 3687.684570
	Iteration 31Q: 3 clusters Score -196722.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -196737.625000 Penalty: 3687.684570
	Iteration 32Q: 3 clusters Score -196737.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -196750.265625 Penalty: 3687.684570
	Iteration 33Q: 3 clusters Score -196750.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -196760.125000 Penalty: 3687.684570
	Iteration 34Q: 3 clusters Score -196760.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -196773.859375 Penalty: 3687.684570
	Iteration 35Q: 3 clusters Score -196773.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -196789.390625 Penalty: 3687.684570
	Iteration 36Q: 3 clusters Score -196789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -196795.703125 Penalty: 3687.684570
	Iteration 37Q: 3 clusters Score -196795.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -196800.734375 Penalty: 3687.684570
	Iteration 38Q: 3 clusters Score -196800.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -196810.171875 Penalty: 3687.684570
	Iteration 39Q: 3 clusters Score -196810.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -196839.515625 Penalty: 3687.684570
	Iteration 40F: 3 clusters Score -196839.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -196858.484375 Penalty: 3687.684570
	Iteration 41Q: 3 clusters Score -196858.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -196870.453125 Penalty: 3687.684570
	Iteration 42Q: 3 clusters Score -196870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -196875.046875 Penalty: 3687.684570
	Iteration 43Q: 3 clusters Score -196875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -196879.875000 Penalty: 3687.684570
	Iteration 44Q: 3 clusters Score -196879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -196885.500000 Penalty: 3687.684570
	Iteration 45Q: 3 clusters Score -196885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -196889.031250 Penalty: 3687.684570
	Iteration 46Q: 3 clusters Score -196889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -196890.687500 Penalty: 3687.684570
	Iteration 47Q: 3 clusters Score -196890.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -196890.687500 Penalty: 3687.684570
	Iteration 48F: 3 clusters Score -196890.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (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: -94628.890625 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -94628.89 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: -92974.757812 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -92974.76 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -93261.328125 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -93261.33 nChanged 50
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: -93514.773438 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -93514.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -93754.328125 Penalty: 3190.738281
	Iteration 3F: 3 clusters Score -93754.33 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94000.718750 Penalty: 3190.738281
	Iteration 4F: 3 clusters Score -94000.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -94106.593750 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -94106.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -94194.546875 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -94194.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -94271.468750 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -94271.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -94324.476562 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -94324.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -94381.796875 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -94381.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -94415.234375 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -94415.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -94428.156250 Penalty: 3190.738281
	Iteration 11Q: 3 clusters Score -94428.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -94435.648438 Penalty: 3190.738281
	Iteration 12Q: 3 clusters Score -94435.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -94437.710938 Penalty: 3190.738281
	Iteration 13Q: 3 clusters Score -94437.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -94440.476562 Penalty: 3190.738281
	Iteration 14Q: 3 clusters Score -94440.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -94443.414062 Penalty: 3190.738281
	Iteration 15Q: 3 clusters Score -94443.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94446.648438 Penalty: 3190.738281
	Iteration 16Q: 3 clusters Score -94446.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94451.625000 Penalty: 3190.738281
	Iteration 17Q: 3 clusters Score -94451.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94454.898438 Penalty: 3190.738281
	Iteration 18Q: 3 clusters Score -94454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94454.898438 Penalty: 3190.738281
	Iteration 19F: 3 clusters Score -94454.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Entering Unmasked Estep 
Score: -257445.750000 Penalty: 1907.190918
	Iteration 0F: 2 clusters Score -257445.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -254733.859375 Penalty: 3814.381836
	Iteration 0F: 3 clusters Score -254733.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -255206.640625 Penalty: 3814.381836
	Iteration 1F: 3 clusters Score -255206.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -255327.921875 Penalty: 3814.381836
	Iteration 2F: 3 clusters Score -255327.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -255402.656250 Penalty: 3814.381836
	Iteration 3Q: 3 clusters Score -255402.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -255462.343750 Penalty: 3814.381836
	Iteration 4Q: 3 clusters Score -255462.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -255515.875000 Penalty: 3814.381836
	Iteration 5Q: 3 clusters Score -255515.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -255566.203125 Penalty: 3814.381836
	Iteration 6Q: 3 clusters Score -255566.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -255625.593750 Penalty: 3814.381836
	Iteration 7Q: 3 clusters Score -255625.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -255694.593750 Penalty: 3814.381836
	Iteration 8Q: 3 clusters Score -255694.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -255760.515625 Penalty: 3814.381836
	Iteration 9Q: 3 clusters Score -255760.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -255813.796875 Penalty: 3814.381836
	Iteration 10Q: 3 clusters Score -255813.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -255863.328125 Penalty: 3814.381836
	Iteration 11Q: 3 clusters Score -255863.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -255915.515625 Penalty: 3814.381836
	Iteration 12Q: 3 clusters Score -255915.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -255960.296875 Penalty: 3814.381836
	Iteration 13Q: 3 clusters Score -255960.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -255985.000000 Penalty: 3814.381836
	Iteration 14Q: 3 clusters Score -255985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -256006.687500 Penalty: 3814.381836
	Iteration 15Q: 3 clusters Score -256006.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -256026.515625 Penalty: 3814.381836
	Iteration 16Q: 3 clusters Score -256026.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -256044.296875 Penalty: 3814.381836
	Iteration 17Q: 3 clusters Score -256044.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -256058.531250 Penalty: 3814.381836
	Iteration 18Q: 3 clusters Score -256058.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -256067.250000 Penalty: 3814.381836
	Iteration 19Q: 3 clusters Score -256067.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -256080.078125 Penalty: 3814.381836
	Iteration 20F: 3 clusters Score -256080.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -256087.390625 Penalty: 3814.381836
	Iteration 21Q: 3 clusters Score -256087.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -256095.828125 Penalty: 3814.381836
	Iteration 22Q: 3 clusters Score -256095.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -256105.109375 Penalty: 3814.381836
	Iteration 23Q: 3 clusters Score -256105.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -256113.656250 Penalty: 3814.381836
	Iteration 24Q: 3 clusters Score -256113.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -256118.421875 Penalty: 3814.381836
	Iteration 25Q: 3 clusters Score -256118.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -256124.390625 Penalty: 3814.381836
	Iteration 26Q: 3 clusters Score -256124.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -256138.718750 Penalty: 3814.381836
	Iteration 27Q: 3 clusters Score -256138.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -256160.484375 Penalty: 3814.381836
	Iteration 28Q: 3 clusters Score -256160.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -256183.234375 Penalty: 3814.381836
	Iteration 29Q: 3 clusters Score -256183.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -256208.609375 Penalty: 3814.381836
	Iteration 30Q: 3 clusters Score -256208.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -256229.640625 Penalty: 3814.381836
	Iteration 31Q: 3 clusters Score -256229.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -256242.156250 Penalty: 3814.381836
	Iteration 32Q: 3 clusters Score -256242.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -256252.453125 Penalty: 3814.381836
	Iteration 33Q: 3 clusters Score -256252.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -256262.156250 Penalty: 3814.381836
	Iteration 34Q: 3 clusters Score -256262.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -256272.218750 Penalty: 3814.381836
	Iteration 35Q: 3 clusters Score -256272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -256282.968750 Penalty: 3814.381836
	Iteration 36Q: 3 clusters Score -256283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -256287.078125 Penalty: 3814.381836
	Iteration 37Q: 3 clusters Score -256287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -256289.734375 Penalty: 3814.381836
	Iteration 38Q: 3 clusters Score -256289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -256291.125000 Penalty: 3814.381836
	Iteration 39Q: 3 clusters Score -256291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -256294.859375 Penalty: 3814.381836
	Iteration 40F: 3 clusters Score -256294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -256299.031250 Penalty: 3814.381836
	Iteration 41Q: 3 clusters Score -256299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -256299.468750 Penalty: 3814.381836
	Iteration 42Q: 3 clusters Score -256299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -256299.406250 Penalty: 3814.381836
	Iteration 43Q: 3 clusters Score -256299.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -256299.406250 Penalty: 3814.381836
	Iteration 44F: 3 clusters Score -256299.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Entering Unmasked Estep 
Score: -245211.578125 Penalty: 1899.006104
	Iteration 0F: 2 clusters Score -245211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -242512.312500 Penalty: 3798.012207
	Iteration 0F: 3 clusters Score -242512.3 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -243030.484375 Penalty: 3798.012207
	Iteration 1F: 3 clusters Score -243030.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -243168.671875 Penalty: 3798.012207
	Iteration 2F: 3 clusters Score -243168.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -243256.765625 Penalty: 3798.012207
	Iteration 3Q: 3 clusters Score -243256.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -243311.203125 Penalty: 3798.012207
	Iteration 4Q: 3 clusters Score -243311.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -243346.250000 Penalty: 3798.012207
	Iteration 5Q: 3 clusters Score -243346.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -243370.359375 Penalty: 3798.012207
	Iteration 6Q: 3 clusters Score -243370.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -243386.546875 Penalty: 3798.012207
	Iteration 7Q: 3 clusters Score -243386.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -243400.109375 Penalty: 3798.012207
	Iteration 8Q: 3 clusters Score -243400.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -243412.015625 Penalty: 3798.012207
	Iteration 9Q: 3 clusters Score -243412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -243418.234375 Penalty: 3798.012207
	Iteration 10Q: 3 clusters Score -243418.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -243424.812500 Penalty: 3798.012207
	Iteration 11Q: 3 clusters Score -243424.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -243432.218750 Penalty: 3798.012207
	Iteration 12Q: 3 clusters Score -243432.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -243442.859375 Penalty: 3798.012207
	Iteration 13Q: 3 clusters Score -243442.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -243454.500000 Penalty: 3798.012207
	Iteration 14Q: 3 clusters Score -243454.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -243469.437500 Penalty: 3798.012207
	Iteration 15Q: 3 clusters Score -243469.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -243478.265625 Penalty: 3798.012207
	Iteration 16Q: 3 clusters Score -243478.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -243487.171875 Penalty: 3798.012207
	Iteration 17Q: 3 clusters Score -243487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -243491.625000 Penalty: 3798.012207
	Iteration 18Q: 3 clusters Score -243491.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -243496.234375 Penalty: 3798.012207
	Iteration 19Q: 3 clusters Score -243496.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -243500.343750 Penalty: 3798.012207
	Iteration 20F: 3 clusters Score -243500.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -243501.921875 Penalty: 3798.012207
	Iteration 21Q: 3 clusters Score -243501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -243503.203125 Penalty: 3798.012207
	Iteration 22Q: 3 clusters Score -243503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -243503.218750 Penalty: 3798.012207
	Iteration 23Q: 3 clusters Score -243503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -243503.328125 Penalty: 3798.012207
	Iteration 24Q: 3 clusters Score -243503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -243503.328125 Penalty: 3798.012207
	Iteration 25F: 3 clusters Score -243503.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (3262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Entering Unmasked Estep 
Score: -331307.406250 Penalty: 2006.343750
	Iteration 0F: 2 clusters Score -331307.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -327933.062500 Penalty: 4012.687500
	Iteration 0F: 3 clusters Score -327933.1 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -328815.625000 Penalty: 4012.687500
	Iteration 1F: 3 clusters Score -328815.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -329096.968750 Penalty: 4012.687500
	Iteration 2F: 3 clusters Score -329097 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -329360.906250 Penalty: 4012.687500
	Iteration 3F: 3 clusters Score -329360.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -329667.312500 Penalty: 4012.687500
	Iteration 4F: 3 clusters Score -329667.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -329957.125000 Penalty: 4012.687500
	Iteration 5F: 3 clusters Score -329957.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -330182.656250 Penalty: 4012.687500
	Iteration 6F: 3 clusters Score -330182.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -330313.156250 Penalty: 4012.687500
	Iteration 7Q: 3 clusters Score -330313.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -330401.375000 Penalty: 4012.687500
	Iteration 8Q: 3 clusters Score -330401.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -330450.906250 Penalty: 4012.687500
	Iteration 9Q: 3 clusters Score -330450.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -330483.687500 Penalty: 4012.687500
	Iteration 10Q: 3 clusters Score -330483.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -330506.562500 Penalty: 4012.687500
	Iteration 11Q: 3 clusters Score -330506.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -330517.531250 Penalty: 4012.687500
	Iteration 12Q: 3 clusters Score -330517.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -330523.125000 Penalty: 4012.687500
	Iteration 13Q: 3 clusters Score -330523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -330526.000000 Penalty: 4012.687500
	Iteration 14Q: 3 clusters Score -330526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -330530.375000 Penalty: 4012.687500
	Iteration 15Q: 3 clusters Score -330530.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -330532.312500 Penalty: 4012.687500
	Iteration 16Q: 3 clusters Score -330532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -330533.000000 Penalty: 4012.687500
	Iteration 17Q: 3 clusters Score -330533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -330534.156250 Penalty: 4012.687500
	Iteration 18Q: 3 clusters Score -330534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -330534.593750 Penalty: 4012.687500
	Iteration 19Q: 3 clusters Score -330534.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -330534.593750 Penalty: 4012.687500
	Iteration 20F: 3 clusters Score -330534.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -330535.187500 Penalty: 4012.687500
	Iteration 21Q: 3 clusters Score -330535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -330535.687500 Penalty: 4012.687500
	Iteration 22Q: 3 clusters Score -330535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -330535.968750 Penalty: 4012.687500
	Iteration 23Q: 3 clusters Score -330536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -330535.968750 Penalty: 4012.687500
	Iteration 24F: 3 clusters Score -330536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -157027.765625 Penalty: 1786.997559
	Iteration 0F: 2 clusters Score -157027.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -154815.015625 Penalty: 3573.995117
	Iteration 0F: 3 clusters Score -154815 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -155168.906250 Penalty: 3573.995117
	Iteration 1F: 3 clusters Score -155168.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -155300.968750 Penalty: 3573.995117
	Iteration 2F: 3 clusters Score -155301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -155368.203125 Penalty: 3573.995117
	Iteration 3Q: 3 clusters Score -155368.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -155402.046875 Penalty: 3573.995117
	Iteration 4Q: 3 clusters Score -155402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -155429.281250 Penalty: 3573.995117
	Iteration 5Q: 3 clusters Score -155429.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -155445.359375 Penalty: 3573.995117
	Iteration 6Q: 3 clusters Score -155445.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -155467.140625 Penalty: 3573.995117
	Iteration 7Q: 3 clusters Score -155467.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -155481.859375 Penalty: 3573.995117
	Iteration 8Q: 3 clusters Score -155481.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -155495.187500 Penalty: 3573.995117
	Iteration 9Q: 3 clusters Score -155495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -155502.781250 Penalty: 3573.995117
	Iteration 10Q: 3 clusters Score -155502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -155513.593750 Penalty: 3573.995117
	Iteration 11Q: 3 clusters Score -155513.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -155520.265625 Penalty: 3573.995117
	Iteration 12Q: 3 clusters Score -155520.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -155526.671875 Penalty: 3573.995117
	Iteration 13Q: 3 clusters Score -155526.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -155530.859375 Penalty: 3573.995117
	Iteration 14Q: 3 clusters Score -155530.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -155535.031250 Penalty: 3573.995117
	Iteration 15Q: 3 clusters Score -155535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -155540.515625 Penalty: 3573.995117
	Iteration 16Q: 3 clusters Score -155540.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -155547.937500 Penalty: 3573.995117
	Iteration 17Q: 3 clusters Score -155547.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -155554.031250 Penalty: 3573.995117
	Iteration 18Q: 3 clusters Score -155554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -155559.437500 Penalty: 3573.995117
	Iteration 19Q: 3 clusters Score -155559.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -155565.750000 Penalty: 3573.995117
	Iteration 20F: 3 clusters Score -155565.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -155569.921875 Penalty: 3573.995117
	Iteration 21Q: 3 clusters Score -155569.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -155574.328125 Penalty: 3573.995117
	Iteration 22Q: 3 clusters Score -155574.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -155579.156250 Penalty: 3573.995117
	Iteration 23Q: 3 clusters Score -155579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -155584.265625 Penalty: 3573.995117
	Iteration 24Q: 3 clusters Score -155584.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -155589.140625 Penalty: 3573.995117
	Iteration 25Q: 3 clusters Score -155589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -155592.953125 Penalty: 3573.995117
	Iteration 26Q: 3 clusters Score -155593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -155595.203125 Penalty: 3573.995117
	Iteration 27Q: 3 clusters Score -155595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -155595.625000 Penalty: 3573.995117
	Iteration 28Q: 3 clusters Score -155595.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -155595.625000 Penalty: 3573.995117
	Iteration 29F: 3 clusters Score -155595.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (7724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Entering Unmasked Estep 
Score: -951674.062500 Penalty: 2220.117676
	Iteration 0F: 2 clusters Score -951674.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -945466.750000 Penalty: 4440.235352
	Iteration 0F: 3 clusters Score -945466.8 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -947115.250000 Penalty: 4440.235352
	Iteration 1F: 3 clusters Score -947115.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -947387.750000 Penalty: 4440.235352
	Iteration 2F: 3 clusters Score -947387.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -947595.562500 Penalty: 4440.235352
	Iteration 3F: 3 clusters Score -947595.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -947736.000000 Penalty: 4440.235352
	Iteration 4Q: 3 clusters Score -947736 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -947840.562500 Penalty: 4440.235352
	Iteration 5Q: 3 clusters Score -947840.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -947923.250000 Penalty: 4440.235352
	Iteration 6Q: 3 clusters Score -947923.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -947993.437500 Penalty: 4440.235352
	Iteration 7Q: 3 clusters Score -947993.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -948043.062500 Penalty: 4440.235352
	Iteration 8Q: 3 clusters Score -948043.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -948094.375000 Penalty: 4440.235352
	Iteration 9Q: 3 clusters Score -948094.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -948142.625000 Penalty: 4440.235352
	Iteration 10Q: 3 clusters Score -948142.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -948188.812500 Penalty: 4440.235352
	Iteration 11Q: 3 clusters Score -948188.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -948234.625000 Penalty: 4440.235352
	Iteration 12Q: 3 clusters Score -948234.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -948286.000000 Penalty: 4440.235352
	Iteration 13Q: 3 clusters Score -948286 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -948343.812500 Penalty: 4440.235352
	Iteration 14Q: 3 clusters Score -948343.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -948401.312500 Penalty: 4440.235352
	Iteration 15Q: 3 clusters Score -948401.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -948465.875000 Penalty: 4440.235352
	Iteration 16Q: 3 clusters Score -948465.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -948522.625000 Penalty: 4440.235352
	Iteration 17Q: 3 clusters Score -948522.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -948599.437500 Penalty: 4440.235352
	Iteration 18Q: 3 clusters Score -948599.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -948660.250000 Penalty: 4440.235352
	Iteration 19Q: 3 clusters Score -948660.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -948713.375000 Penalty: 4440.235352
	Iteration 20F: 3 clusters Score -948713.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -948772.937500 Penalty: 4440.235352
	Iteration 21Q: 3 clusters Score -948772.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -948840.437500 Penalty: 4440.235352
	Iteration 22Q: 3 clusters Score -948840.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -948905.187500 Penalty: 4440.235352
	Iteration 23Q: 3 clusters Score -948905.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -948969.625000 Penalty: 4440.235352
	Iteration 24Q: 3 clusters Score -948969.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -949036.437500 Penalty: 4440.235352
	Iteration 25Q: 3 clusters Score -949036.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -949098.312500 Penalty: 4440.235352
	Iteration 26Q: 3 clusters Score -949098.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -949158.937500 Penalty: 4440.235352
	Iteration 27Q: 3 clusters Score -949158.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -949206.812500 Penalty: 4440.235352
	Iteration 28Q: 3 clusters Score -949206.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -949255.312500 Penalty: 4440.235352
	Iteration 29Q: 3 clusters Score -949255.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -949303.875000 Penalty: 4440.235352
	Iteration 30Q: 3 clusters Score -949303.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -949347.625000 Penalty: 4440.235352
	Iteration 31Q: 3 clusters Score -949347.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -949385.125000 Penalty: 4440.235352
	Iteration 32Q: 3 clusters Score -949385.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -949432.187500 Penalty: 4440.235352
	Iteration 33Q: 3 clusters Score -949432.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -949481.437500 Penalty: 4440.235352
	Iteration 34Q: 3 clusters Score -949481.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -949524.812500 Penalty: 4440.235352
	Iteration 35Q: 3 clusters Score -949524.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -949559.000000 Penalty: 4440.235352
	Iteration 36Q: 3 clusters Score -949559 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -949595.875000 Penalty: 4440.235352
	Iteration 37Q: 3 clusters Score -949595.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -949621.312500 Penalty: 4440.235352
	Iteration 38Q: 3 clusters Score -949621.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -949644.312500 Penalty: 4440.235352
	Iteration 39Q: 3 clusters Score -949644.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -949657.062500 Penalty: 4440.235352
	Iteration 40F: 3 clusters Score -949657.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -949666.125000 Penalty: 4440.235352
	Iteration 41Q: 3 clusters Score -949666.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -949675.125000 Penalty: 4440.235352
	Iteration 42Q: 3 clusters Score -949675.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -949682.625000 Penalty: 4440.235352
	Iteration 43Q: 3 clusters Score -949682.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -949686.812500 Penalty: 4440.235352
	Iteration 44Q: 3 clusters Score -949686.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -949693.062500 Penalty: 4440.235352
	Iteration 45Q: 3 clusters Score -949693.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -949699.812500 Penalty: 4440.235352
	Iteration 46Q: 3 clusters Score -949699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -949703.250000 Penalty: 4440.235352
	Iteration 47Q: 3 clusters Score -949703.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -949705.562500 Penalty: 4440.235352
	Iteration 48Q: 3 clusters Score -949705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -949706.937500 Penalty: 4440.235352
	Iteration 49Q: 3 clusters Score -949706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -949711.937500 Penalty: 4440.235352
	Iteration 50Q: 3 clusters Score -949711.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -949717.125000 Penalty: 4440.235352
	Iteration 51Q: 3 clusters Score -949717.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -949722.062500 Penalty: 4440.235352
	Iteration 52Q: 3 clusters Score -949722.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -949731.562500 Penalty: 4440.235352
	Iteration 53Q: 3 clusters Score -949731.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -949741.375000 Penalty: 4440.235352
	Iteration 54Q: 3 clusters Score -949741.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -949748.875000 Penalty: 4440.235352
	Iteration 55Q: 3 clusters Score -949748.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -949754.562500 Penalty: 4440.235352
	Iteration 56Q: 3 clusters Score -949754.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -949759.187500 Penalty: 4440.235352
	Iteration 57Q: 3 clusters Score -949759.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -949770.937500 Penalty: 4440.235352
	Iteration 58Q: 3 clusters Score -949770.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -949776.312500 Penalty: 4440.235352
	Iteration 59Q: 3 clusters Score -949776.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -949780.187500 Penalty: 4440.235352
	Iteration 60F: 3 clusters Score -949780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -949781.937500 Penalty: 4440.235352
	Iteration 61Q: 3 clusters Score -949781.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -949781.437500 Penalty: 4440.235352
	Iteration 62Q: 3 clusters Score -949781.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -949786.125000 Penalty: 4440.235352
	Iteration 63Q: 3 clusters Score -949786.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -949790.125000 Penalty: 4440.235352
	Iteration 64Q: 3 clusters Score -949790.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -949794.625000 Penalty: 4440.235352
	Iteration 65Q: 3 clusters Score -949794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -949797.375000 Penalty: 4440.235352
	Iteration 66Q: 3 clusters Score -949797.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -949799.312500 Penalty: 4440.235352
	Iteration 67Q: 3 clusters Score -949799.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -949801.312500 Penalty: 4440.235352
	Iteration 68Q: 3 clusters Score -949801.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -949803.000000 Penalty: 4440.235352
	Iteration 69Q: 3 clusters Score -949803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -949804.000000 Penalty: 4440.235352
	Iteration 70Q: 3 clusters Score -949804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -949804.000000 Penalty: 4440.235352
	Iteration 71F: 3 clusters Score -949804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -60065.722656 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -60065.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -58653.671875 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -58653.67 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58833.281250 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -58833.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58928.023438 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -58928.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58965.578125 Penalty: 2960.479004
	Iteration 3Q: 3 clusters Score -58965.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59026.625000 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -59026.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59051.941406 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -59051.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59064.847656 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -59064.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59082.382812 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -59082.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59092.351562 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -59092.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59092.617188 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -59092.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -59104.152344 Penalty: 2960.479004
	Iteration 10Q: 3 clusters Score -59104.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59122.722656 Penalty: 2960.479004
	Iteration 11Q: 3 clusters Score -59122.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59126.335938 Penalty: 2960.479004
	Iteration 12Q: 3 clusters Score -59126.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59134.980469 Penalty: 2960.479004
	Iteration 13Q: 3 clusters Score -59134.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59131.246094 Penalty: 2960.479004
	Iteration 14Q: 3 clusters Score -59131.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59131.246094 Penalty: 2960.479004
	Iteration 15F: 3 clusters Score -59131.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Entering Unmasked Estep 
Score: -881580.437500 Penalty: 2140.590820
	Iteration 0F: 2 clusters Score -881580.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -876700.375000 Penalty: 4281.181641
	Iteration 0F: 3 clusters Score -876700.4 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -878237.500000 Penalty: 4281.181641
	Iteration 1F: 3 clusters Score -878237.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -878912.500000 Penalty: 4281.181641
	Iteration 2F: 3 clusters Score -878912.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -879792.500000 Penalty: 4281.181641
	Iteration 3F: 3 clusters Score -879792.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -880606.937500 Penalty: 4281.181641
	Iteration 4F: 3 clusters Score -880606.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -881049.625000 Penalty: 4281.181641
	Iteration 5F: 3 clusters Score -881049.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -881307.625000 Penalty: 4281.181641
	Iteration 6F: 3 clusters Score -881307.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -881493.375000 Penalty: 4281.181641
	Iteration 7Q: 3 clusters Score -881493.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -881612.250000 Penalty: 4281.181641
	Iteration 8Q: 3 clusters Score -881612.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -881674.250000 Penalty: 4281.181641
	Iteration 9Q: 3 clusters Score -881674.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -881717.937500 Penalty: 4281.181641
	Iteration 10Q: 3 clusters Score -881717.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -881757.062500 Penalty: 4281.181641
	Iteration 11Q: 3 clusters Score -881757.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -881780.812500 Penalty: 4281.181641
	Iteration 12Q: 3 clusters Score -881780.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -881796.250000 Penalty: 4281.181641
	Iteration 13Q: 3 clusters Score -881796.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -881812.312500 Penalty: 4281.181641
	Iteration 14Q: 3 clusters Score -881812.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -881828.812500 Penalty: 4281.181641
	Iteration 15Q: 3 clusters Score -881828.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -881836.937500 Penalty: 4281.181641
	Iteration 16Q: 3 clusters Score -881836.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -881847.625000 Penalty: 4281.181641
	Iteration 17Q: 3 clusters Score -881847.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -881862.687500 Penalty: 4281.181641
	Iteration 18Q: 3 clusters Score -881862.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -881874.125000 Penalty: 4281.181641
	Iteration 19Q: 3 clusters Score -881874.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -881875.750000 Penalty: 4281.181641
	Iteration 20F: 3 clusters Score -881875.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -881880.250000 Penalty: 4281.181641
	Iteration 21Q: 3 clusters Score -881880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -881879.125000 Penalty: 4281.181641
	Iteration 22Q: 3 clusters Score -881879.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -881879.937500 Penalty: 4281.181641
	Iteration 23Q: 3 clusters Score -881879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -881881.187500 Penalty: 4281.181641
	Iteration 24Q: 3 clusters Score -881881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -881882.750000 Penalty: 4281.181641
	Iteration 25Q: 3 clusters Score -881882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -881883.000000 Penalty: 4281.181641
	Iteration 26Q: 3 clusters Score -881883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -881880.125000 Penalty: 4281.181641
	Iteration 27Q: 3 clusters Score -881880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -881880.125000 Penalty: 4281.181641
	Iteration 28F: 3 clusters Score -881880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5348 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 622 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 2073 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 3532 members 
Entering Unmasked Estep 
Score: -154536048.000000 Penalty: 286492.562500
Splitting cluster 78 changes total score from -154536816.000000 to -154536048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 79 (8454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Entering Unmasked Estep 
Score: -1001450.125000 Penalty: 2242.513916
	Iteration 0F: 2 clusters Score -1001450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -994903.750000 Penalty: 4485.027832
	Iteration 0F: 3 clusters Score -994903.8 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -996716.937500 Penalty: 4485.027832
	Iteration 1F: 3 clusters Score -996716.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -997005.437500 Penalty: 4485.027832
	Iteration 2F: 3 clusters Score -997005.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -997213.937500 Penalty: 4485.027832
	Iteration 3Q: 3 clusters Score -997213.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -997389.187500 Penalty: 4485.027832
	Iteration 4Q: 3 clusters Score -997389.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -997573.937500 Penalty: 4485.027832
	Iteration 5Q: 3 clusters Score -997573.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -997805.187500 Penalty: 4485.027832
	Iteration 6Q: 3 clusters Score -997805.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -998087.312500 Penalty: 4485.027832
	Iteration 7Q: 3 clusters Score -998087.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -998404.875000 Penalty: 4485.027832
	Iteration 8Q: 3 clusters Score -998404.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -998766.187500 Penalty: 4485.027832
	Iteration 9Q: 3 clusters Score -998766.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -999094.437500 Penalty: 4485.027832
	Iteration 10Q: 3 clusters Score -999094.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -999341.750000 Penalty: 4485.027832
	Iteration 11Q: 3 clusters Score -999341.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -999509.812500 Penalty: 4485.027832
	Iteration 12Q: 3 clusters Score -999509.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -999628.000000 Penalty: 4485.027832
	Iteration 13Q: 3 clusters Score -999628 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -999725.000000 Penalty: 4485.027832
	Iteration 14Q: 3 clusters Score -999725 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -999811.062500 Penalty: 4485.027832
	Iteration 15Q: 3 clusters Score -999811.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -999879.000000 Penalty: 4485.027832
	Iteration 16Q: 3 clusters Score -999879 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -999917.125000 Penalty: 4485.027832
	Iteration 17Q: 3 clusters Score -999917.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -999945.437500 Penalty: 4485.027832
	Iteration 18Q: 3 clusters Score -999945.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -999963.312500 Penalty: 4485.027832
	Iteration 19Q: 3 clusters Score -999963.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -999978.812500 Penalty: 4485.027832
	Iteration 20F: 3 clusters Score -999978.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -999991.750000 Penalty: 4485.027832
	Iteration 21Q: 3 clusters Score -999991.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1000006.562500 Penalty: 4485.027832
	Iteration 22Q: 3 clusters Score -1000007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1000017.375000 Penalty: 4485.027832
	Iteration 23Q: 3 clusters Score -1000017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1000026.562500 Penalty: 4485.027832
	Iteration 24Q: 3 clusters Score -1000027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1000033.812500 Penalty: 4485.027832
	Iteration 25Q: 3 clusters Score -1000034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1000040.812500 Penalty: 4485.027832
	Iteration 26Q: 3 clusters Score -1000041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1000041.500000 Penalty: 4485.027832
	Iteration 27Q: 3 clusters Score -1000042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1000048.687500 Penalty: 4485.027832
	Iteration 28Q: 3 clusters Score -1000049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1000056.125000 Penalty: 4485.027832
	Iteration 29Q: 3 clusters Score -1000056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1000059.875000 Penalty: 4485.027832
	Iteration 30Q: 3 clusters Score -1000060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1000063.000000 Penalty: 4485.027832
	Iteration 31Q: 3 clusters Score -1000063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1000064.062500 Penalty: 4485.027832
	Iteration 32Q: 3 clusters Score -1000064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1000066.437500 Penalty: 4485.027832
	Iteration 33Q: 3 clusters Score -1000066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1000068.750000 Penalty: 4485.027832
	Iteration 34Q: 3 clusters Score -1000069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1000070.125000 Penalty: 4485.027832
	Iteration 35Q: 3 clusters Score -1000070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1000069.562500 Penalty: 4485.027832
	Iteration 36Q: 3 clusters Score -1000070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1000074.000000 Penalty: 4485.027832
	Iteration 37Q: 3 clusters Score -1000074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1000077.875000 Penalty: 4485.027832
	Iteration 38Q: 3 clusters Score -1000078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1000076.375000 Penalty: 4485.027832
	Iteration 39Q: 3 clusters Score -1000076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1000081.812500 Penalty: 4485.027832
	Iteration 40F: 3 clusters Score -1000082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1000083.437500 Penalty: 4485.027832
	Iteration 41Q: 3 clusters Score -1000083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1000085.312500 Penalty: 4485.027832
	Iteration 42Q: 3 clusters Score -1000085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1000086.750000 Penalty: 4485.027832
	Iteration 43Q: 3 clusters Score -1000087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1000087.000000 Penalty: 4485.027832
	Iteration 44Q: 3 clusters Score -1000087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1000089.750000 Penalty: 4485.027832
	Iteration 45Q: 3 clusters Score -1000090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1000091.812500 Penalty: 4485.027832
	Iteration 46Q: 3 clusters Score -1000092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1000090.625000 Penalty: 4485.027832
	Iteration 47Q: 3 clusters Score -1000091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1000097.187500 Penalty: 4485.027832
	Iteration 48Q: 3 clusters Score -1000097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1000094.375000 Penalty: 4485.027832
	Iteration 49Q: 3 clusters Score -1000094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1000098.062500 Penalty: 4485.027832
	Iteration 50Q: 3 clusters Score -1000098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1000098.000000 Penalty: 4485.027832
	Iteration 51Q: 3 clusters Score -1000098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1000099.437500 Penalty: 4485.027832
	Iteration 52Q: 3 clusters Score -1000099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1000100.312500 Penalty: 4485.027832
	Iteration 53Q: 3 clusters Score -1000100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1000101.937500 Penalty: 4485.027832
	Iteration 54Q: 3 clusters Score -1000102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1000103.875000 Penalty: 4485.027832
	Iteration 55Q: 3 clusters Score -1000104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1000104.687500 Penalty: 4485.027832
	Iteration 56Q: 3 clusters Score -1000105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1000109.875000 Penalty: 4485.027832
	Iteration 57Q: 3 clusters Score -1000110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1000107.500000 Penalty: 4485.027832
	Iteration 58Q: 3 clusters Score -1000108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1000109.062500 Penalty: 4485.027832
	Iteration 59Q: 3 clusters Score -1000109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1000107.062500 Penalty: 4485.027832
	Iteration 60F: 3 clusters Score -1000107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1000108.250000 Penalty: 4485.027832
	Iteration 61Q: 3 clusters Score -1000108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1000112.312500 Penalty: 4485.027832
	Iteration 62Q: 3 clusters Score -1000112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1000112.500000 Penalty: 4485.027832
	Iteration 63Q: 3 clusters Score -1000112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1000114.625000 Penalty: 4485.027832
	Iteration 64Q: 3 clusters Score -1000115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1000116.562500 Penalty: 4485.027832
	Iteration 65Q: 3 clusters Score -1000117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1000117.500000 Penalty: 4485.027832
	Iteration 66Q: 3 clusters Score -1000118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1000116.750000 Penalty: 4485.027832
	Iteration 67Q: 3 clusters Score -1000117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1000117.437500 Penalty: 4485.027832
	Iteration 68Q: 3 clusters Score -1000117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1000118.000000 Penalty: 4485.027832
	Iteration 69Q: 3 clusters Score -1000118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1000117.000000 Penalty: 4485.027832
	Iteration 70Q: 3 clusters Score -1000117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1000116.125000 Penalty: 4485.027832
	Iteration 71Q: 3 clusters Score -1000116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1000117.062500 Penalty: 4485.027832
	Iteration 72Q: 3 clusters Score -1000117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1000118.562500 Penalty: 4485.027832
	Iteration 73Q: 3 clusters Score -1000119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1000118.500000 Penalty: 4485.027832
	Iteration 74Q: 3 clusters Score -1000118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1000118.750000 Penalty: 4485.027832
	Iteration 75Q: 3 clusters Score -1000119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1000118.750000 Penalty: 4485.027832
	Iteration 76F: 3 clusters Score -1000119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (7794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Entering Unmasked Estep 
Score: -934850.250000 Penalty: 2222.354980
	Iteration 0F: 2 clusters Score -934850.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -928521.875000 Penalty: 4444.709961
	Iteration 0F: 3 clusters Score -928521.9 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -930141.437500 Penalty: 4444.709961
	Iteration 1F: 3 clusters Score -930141.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -930423.500000 Penalty: 4444.709961
	Iteration 2F: 3 clusters Score -930423.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -930621.625000 Penalty: 4444.709961
	Iteration 3F: 3 clusters Score -930621.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -930759.125000 Penalty: 4444.709961
	Iteration 4Q: 3 clusters Score -930759.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -930860.000000 Penalty: 4444.709961
	Iteration 5Q: 3 clusters Score -930860 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -930938.750000 Penalty: 4444.709961
	Iteration 6Q: 3 clusters Score -930938.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -931018.812500 Penalty: 4444.709961
	Iteration 7Q: 3 clusters Score -931018.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -931099.125000 Penalty: 4444.709961
	Iteration 8Q: 3 clusters Score -931099.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -931166.062500 Penalty: 4444.709961
	Iteration 9Q: 3 clusters Score -931166.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -931255.500000 Penalty: 4444.709961
	Iteration 10Q: 3 clusters Score -931255.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -931337.125000 Penalty: 4444.709961
	Iteration 11Q: 3 clusters Score -931337.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -931432.437500 Penalty: 4444.709961
	Iteration 12Q: 3 clusters Score -931432.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -931534.562500 Penalty: 4444.709961
	Iteration 13Q: 3 clusters Score -931534.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -931643.437500 Penalty: 4444.709961
	Iteration 14Q: 3 clusters Score -931643.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -931745.562500 Penalty: 4444.709961
	Iteration 15Q: 3 clusters Score -931745.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -931853.875000 Penalty: 4444.709961
	Iteration 16Q: 3 clusters Score -931853.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -931953.937500 Penalty: 4444.709961
	Iteration 17Q: 3 clusters Score -931953.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -932063.312500 Penalty: 4444.709961
	Iteration 18Q: 3 clusters Score -932063.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -932168.187500 Penalty: 4444.709961
	Iteration 19Q: 3 clusters Score -932168.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -932302.437500 Penalty: 4444.709961
	Iteration 20F: 3 clusters Score -932302.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -932447.875000 Penalty: 4444.709961
	Iteration 21Q: 3 clusters Score -932447.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -932586.625000 Penalty: 4444.709961
	Iteration 22Q: 3 clusters Score -932586.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -932708.125000 Penalty: 4444.709961
	Iteration 23Q: 3 clusters Score -932708.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -932829.812500 Penalty: 4444.709961
	Iteration 24Q: 3 clusters Score -932829.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -932921.437500 Penalty: 4444.709961
	Iteration 25Q: 3 clusters Score -932921.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -932992.562500 Penalty: 4444.709961
	Iteration 26Q: 3 clusters Score -932992.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -933049.937500 Penalty: 4444.709961
	Iteration 27Q: 3 clusters Score -933049.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -933110.125000 Penalty: 4444.709961
	Iteration 28Q: 3 clusters Score -933110.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -933162.812500 Penalty: 4444.709961
	Iteration 29Q: 3 clusters Score -933162.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -933211.500000 Penalty: 4444.709961
	Iteration 30Q: 3 clusters Score -933211.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -933259.000000 Penalty: 4444.709961
	Iteration 31Q: 3 clusters Score -933259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -933302.500000 Penalty: 4444.709961
	Iteration 32Q: 3 clusters Score -933302.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -933342.000000 Penalty: 4444.709961
	Iteration 33Q: 3 clusters Score -933342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -933381.875000 Penalty: 4444.709961
	Iteration 34Q: 3 clusters Score -933381.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -933418.812500 Penalty: 4444.709961
	Iteration 35Q: 3 clusters Score -933418.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -933438.687500 Penalty: 4444.709961
	Iteration 36Q: 3 clusters Score -933438.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -933461.312500 Penalty: 4444.709961
	Iteration 37Q: 3 clusters Score -933461.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -933483.312500 Penalty: 4444.709961
	Iteration 38Q: 3 clusters Score -933483.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -933496.937500 Penalty: 4444.709961
	Iteration 39Q: 3 clusters Score -933496.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -933508.562500 Penalty: 4444.709961
	Iteration 40F: 3 clusters Score -933508.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -933513.687500 Penalty: 4444.709961
	Iteration 41Q: 3 clusters Score -933513.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -933515.875000 Penalty: 4444.709961
	Iteration 42Q: 3 clusters Score -933515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -933520.062500 Penalty: 4444.709961
	Iteration 43Q: 3 clusters Score -933520.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -933520.812500 Penalty: 4444.709961
	Iteration 44Q: 3 clusters Score -933520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -933522.875000 Penalty: 4444.709961
	Iteration 45Q: 3 clusters Score -933522.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -933522.875000 Penalty: 4444.709961
	Iteration 46Q: 3 clusters Score -933522.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -933522.625000 Penalty: 4444.709961
	Iteration 47Q: 3 clusters Score -933522.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -933523.437500 Penalty: 4444.709961
	Iteration 48Q: 3 clusters Score -933523.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -933523.437500 Penalty: 4444.709961
	Iteration 49F: 3 clusters Score -933523.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -54743.863281 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -54743.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53397.531250 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -53397.53 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -53553.929688 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -53553.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53638.496094 Penalty: 2924.988281
	Iteration 2Q: 3 clusters Score -53638.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53670.839844 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -53670.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -53696.863281 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -53696.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53701.437500 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -53701.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53704.675781 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -53704.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53704.675781 Penalty: 2924.988281
	Iteration 7F: 3 clusters Score -53704.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5348 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 622 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5605 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536880.000000 Penalty: 282998.750000
Iteration 279Q: 82 clusters Score -1.545369e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5347 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 622 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5604 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536912.000000 Penalty: 282998.750000
Iteration 280F: 82 clusters Score -1.545369e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2601 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5345 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 623 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5601 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536944.000000 Penalty: 282998.750000
Iteration 281Q: 82 clusters Score -1.545369e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2601 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5343 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 625 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5601 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536880.000000 Penalty: 282998.750000
Iteration 282Q: 82 clusters Score -1.545369e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2417 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5342 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 628 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5597 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536848.000000 Penalty: 282998.750000
Iteration 283Q: 82 clusters Score -1.545368e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2418 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5337 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5599 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536752.000000 Penalty: 282998.750000
Iteration 284Q: 82 clusters Score -1.545368e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2420 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5332 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5602 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536752.000000 Penalty: 282998.750000
Iteration 285Q: 82 clusters Score -1.545368e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5328 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5606 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 286Q: 82 clusters Score -1.545368e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5325 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5609 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536784.000000 Penalty: 282998.750000
Iteration 287Q: 82 clusters Score -1.545368e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5324 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 629 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5611 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536880.000000 Penalty: 282998.750000
Iteration 288Q: 82 clusters Score -1.545369e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5324 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5611 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536848.000000 Penalty: 282998.750000
Iteration 289Q: 82 clusters Score -1.545368e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5323 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5612 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536880.000000 Penalty: 282998.750000
Iteration 290Q: 82 clusters Score -1.545369e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5323 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5612 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536848.000000 Penalty: 282998.750000
Iteration 291Q: 82 clusters Score -1.545368e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5323 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5612 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 292Q: 82 clusters Score -1.545368e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5320 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5615 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536880.000000 Penalty: 282998.750000
Iteration 293Q: 82 clusters Score -1.545369e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5319 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5616 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 294Q: 82 clusters Score -1.545368e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5320 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5615 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536720.000000 Penalty: 282998.750000
Iteration 295Q: 82 clusters Score -1.545367e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5321 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5614 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 296Q: 82 clusters Score -1.545368e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5320 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5615 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536848.000000 Penalty: 282998.750000
Iteration 297Q: 82 clusters Score -1.545368e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5319 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5616 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536848.000000 Penalty: 282998.750000
Iteration 298Q: 82 clusters Score -1.545368e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5320 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5615 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 299Q: 82 clusters Score -1.545368e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5320 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5615 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536752.000000 Penalty: 282998.750000
Iteration 300F: 82 clusters Score -1.545368e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5319 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5616 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536848.000000 Penalty: 282998.750000
Iteration 301Q: 82 clusters Score -1.545368e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2418 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5316 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5620 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 302Q: 82 clusters Score -1.545368e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2418 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5312 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5624 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 303Q: 82 clusters Score -1.545368e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2418 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5309 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 630 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5627 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 304Q: 82 clusters Score -1.545368e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5308 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 631 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5625 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536880.000000 Penalty: 282998.750000
Iteration 305Q: 82 clusters Score -1.545369e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5304 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 631 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5628 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536880.000000 Penalty: 282998.750000
Iteration 306Q: 82 clusters Score -1.545369e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5303 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 631 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5629 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536848.000000 Penalty: 282998.750000
Iteration 307Q: 82 clusters Score -1.545368e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5304 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 631 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5628 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 308Q: 82 clusters Score -1.545368e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5303 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 632 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5628 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536752.000000 Penalty: 282998.750000
Iteration 309Q: 82 clusters Score -1.545368e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5302 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 632 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5629 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 310Q: 82 clusters Score -1.545368e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5302 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 632 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5629 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536816.000000 Penalty: 282998.750000
Iteration 311F: 82 clusters Score -1.545368e+08 nChanged 0
Entering ConstructFrom: 
Score: -154536816.000000 Penalty: 282998.750000
Entering ConstructFrom: 
Trying to split cluster 1 (39617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Entering Unmasked Estep 
Score: -4717247.000000 Penalty: 2625.579346
	Iteration 0F: 2 clusters Score -4717247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4690512.500000 Penalty: 5251.158691
	Iteration 0F: 3 clusters Score -4690512 nChanged 17985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -4700455.000000 Penalty: 5251.158691
	Iteration 1F: 3 clusters Score -4700455 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -4701471.500000 Penalty: 5251.158691
	Iteration 2F: 3 clusters Score -4701472 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -4702848.500000 Penalty: 5251.158691
	Iteration 3F: 3 clusters Score -4702848 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -4704484.000000 Penalty: 5251.158691
	Iteration 4F: 3 clusters Score -4704484 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -4706277.000000 Penalty: 5251.158691
	Iteration 5F: 3 clusters Score -4706277 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -4708032.000000 Penalty: 5251.158691
	Iteration 6F: 3 clusters Score -4708032 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -4709586.500000 Penalty: 5251.158691
	Iteration 7F: 3 clusters Score -4709586 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -4710974.500000 Penalty: 5251.158691
	Iteration 8F: 3 clusters Score -4710974 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -4712005.000000 Penalty: 5251.158691
	Iteration 9Q: 3 clusters Score -4712005 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -4712920.500000 Penalty: 5251.158691
	Iteration 10Q: 3 clusters Score -4712920 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4713627.000000 Penalty: 5251.158691
	Iteration 11Q: 3 clusters Score -4713627 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -4714143.000000 Penalty: 5251.158691
	Iteration 12Q: 3 clusters Score -4714143 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -4714460.000000 Penalty: 5251.158691
	Iteration 13Q: 3 clusters Score -4714460 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -4714686.000000 Penalty: 5251.158691
	Iteration 14Q: 3 clusters Score -4714686 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -4714859.000000 Penalty: 5251.158691
	Iteration 15Q: 3 clusters Score -4714859 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4714966.500000 Penalty: 5251.158691
	Iteration 16Q: 3 clusters Score -4714966 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4715049.000000 Penalty: 5251.158691
	Iteration 17Q: 3 clusters Score -4715049 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -4715094.000000 Penalty: 5251.158691
	Iteration 18Q: 3 clusters Score -4715094 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -4715160.000000 Penalty: 5251.158691
	Iteration 19Q: 3 clusters Score -4715160 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -4715209.500000 Penalty: 5251.158691
	Iteration 20F: 3 clusters Score -4715210 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4715247.500000 Penalty: 5251.158691
	Iteration 21Q: 3 clusters Score -4715248 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -4715279.500000 Penalty: 5251.158691
	Iteration 22Q: 3 clusters Score -4715280 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -4715310.500000 Penalty: 5251.158691
	Iteration 23Q: 3 clusters Score -4715310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -4715343.500000 Penalty: 5251.158691
	Iteration 24Q: 3 clusters Score -4715344 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4715367.500000 Penalty: 5251.158691
	Iteration 25Q: 3 clusters Score -4715368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4715389.500000 Penalty: 5251.158691
	Iteration 26Q: 3 clusters Score -4715390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -4715387.000000 Penalty: 5251.158691
	Iteration 27Q: 3 clusters Score -4715387 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -4715405.500000 Penalty: 5251.158691
	Iteration 28Q: 3 clusters Score -4715406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -4715399.000000 Penalty: 5251.158691
	Iteration 29Q: 3 clusters Score -4715399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -4715414.500000 Penalty: 5251.158691
	Iteration 30Q: 3 clusters Score -4715414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -4715421.500000 Penalty: 5251.158691
	Iteration 31Q: 3 clusters Score -4715422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4715425.000000 Penalty: 5251.158691
	Iteration 32Q: 3 clusters Score -4715425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4715437.000000 Penalty: 5251.158691
	Iteration 33Q: 3 clusters Score -4715437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -4715443.500000 Penalty: 5251.158691
	Iteration 34Q: 3 clusters Score -4715444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -4715457.500000 Penalty: 5251.158691
	Iteration 35Q: 3 clusters Score -4715458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -4715465.000000 Penalty: 5251.158691
	Iteration 36Q: 3 clusters Score -4715465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4715457.500000 Penalty: 5251.158691
	Iteration 37Q: 3 clusters Score -4715458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4715457.500000 Penalty: 5251.158691
	Iteration 38Q: 3 clusters Score -4715458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -4715469.000000 Penalty: 5251.158691
	Iteration 39Q: 3 clusters Score -4715469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -4715473.500000 Penalty: 5251.158691
	Iteration 40F: 3 clusters Score -4715474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -4715475.500000 Penalty: 5251.158691
	Iteration 41Q: 3 clusters Score -4715476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -4715480.500000 Penalty: 5251.158691
	Iteration 42Q: 3 clusters Score -4715480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -4715497.500000 Penalty: 5251.158691
	Iteration 43Q: 3 clusters Score -4715498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -4715503.500000 Penalty: 5251.158691
	Iteration 44Q: 3 clusters Score -4715504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -4715498.500000 Penalty: 5251.158691
	Iteration 45Q: 3 clusters Score -4715498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -4715507.500000 Penalty: 5251.158691
	Iteration 46Q: 3 clusters Score -4715508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -4715518.500000 Penalty: 5251.158691
	Iteration 47Q: 3 clusters Score -4715518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -4715513.000000 Penalty: 5251.158691
	Iteration 48Q: 3 clusters Score -4715513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4715508.500000 Penalty: 5251.158691
	Iteration 49Q: 3 clusters Score -4715508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -4715510.000000 Penalty: 5251.158691
	Iteration 50Q: 3 clusters Score -4715510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -4715523.500000 Penalty: 5251.158691
	Iteration 51Q: 3 clusters Score -4715524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -4715523.500000 Penalty: 5251.158691
	Iteration 52Q: 3 clusters Score -4715524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4715526.500000 Penalty: 5251.158691
	Iteration 53Q: 3 clusters Score -4715526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -4715537.000000 Penalty: 5251.158691
	Iteration 54Q: 3 clusters Score -4715537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -4715534.000000 Penalty: 5251.158691
	Iteration 55Q: 3 clusters Score -4715534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -4715529.500000 Penalty: 5251.158691
	Iteration 56Q: 3 clusters Score -4715530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -4715533.000000 Penalty: 5251.158691
	Iteration 57Q: 3 clusters Score -4715533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -4715542.500000 Penalty: 5251.158691
	Iteration 58Q: 3 clusters Score -4715542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -4715551.500000 Penalty: 5251.158691
	Iteration 59Q: 3 clusters Score -4715552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -4715558.500000 Penalty: 5251.158691
	Iteration 60F: 3 clusters Score -4715558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -4715566.500000 Penalty: 5251.158691
	Iteration 61Q: 3 clusters Score -4715566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -4715576.000000 Penalty: 5251.158691
	Iteration 62Q: 3 clusters Score -4715576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4715586.000000 Penalty: 5251.158691
	Iteration 63Q: 3 clusters Score -4715586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -4715596.000000 Penalty: 5251.158691
	Iteration 64Q: 3 clusters Score -4715596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4715611.500000 Penalty: 5251.158691
	Iteration 65Q: 3 clusters Score -4715612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4715618.000000 Penalty: 5251.158691
	Iteration 66Q: 3 clusters Score -4715618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4715631.500000 Penalty: 5251.158691
	Iteration 67Q: 3 clusters Score -4715632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -4715628.000000 Penalty: 5251.158691
	Iteration 68Q: 3 clusters Score -4715628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -4715634.500000 Penalty: 5251.158691
	Iteration 69Q: 3 clusters Score -4715634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4715646.000000 Penalty: 5251.158691
	Iteration 70Q: 3 clusters Score -4715646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -4715643.000000 Penalty: 5251.158691
	Iteration 71Q: 3 clusters Score -4715643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -4715650.000000 Penalty: 5251.158691
	Iteration 72Q: 3 clusters Score -4715650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -4715644.000000 Penalty: 5251.158691
	Iteration 73Q: 3 clusters Score -4715644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -4715655.000000 Penalty: 5251.158691
	Iteration 74Q: 3 clusters Score -4715655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -4715656.500000 Penalty: 5251.158691
	Iteration 75Q: 3 clusters Score -4715656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -4715653.000000 Penalty: 5251.158691
	Iteration 76Q: 3 clusters Score -4715653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -4715651.000000 Penalty: 5251.158691
	Iteration 77Q: 3 clusters Score -4715651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -4715657.500000 Penalty: 5251.158691
	Iteration 78Q: 3 clusters Score -4715658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -4715661.000000 Penalty: 5251.158691
	Iteration 79Q: 3 clusters Score -4715661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4715658.000000 Penalty: 5251.158691
	Iteration 80F: 3 clusters Score -4715658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4715652.000000 Penalty: 5251.158691
	Iteration 81Q: 3 clusters Score -4715652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -4715655.000000 Penalty: 5251.158691
	Iteration 82Q: 3 clusters Score -4715655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -4715656.000000 Penalty: 5251.158691
	Iteration 83Q: 3 clusters Score -4715656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -4715657.000000 Penalty: 5251.158691
	Iteration 84Q: 3 clusters Score -4715657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -4715655.000000 Penalty: 5251.158691
	Iteration 85Q: 3 clusters Score -4715655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -4715655.000000 Penalty: 5251.158691
	Iteration 86F: 3 clusters Score -4715655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (234142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234142 members 
Entering Unmasked Estep 
Score: -28656176.000000 Penalty: 3066.193359
	Iteration 0F: 2 clusters Score -2.865618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Mstep: Class 2 contains 116962 members 
Entering Unmasked Estep 
Score: -28510804.000000 Penalty: 6132.386719
	Iteration 0F: 3 clusters Score -2.85108e+07 nChanged 112874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116836 members 
Mstep: Class 2 contains 117306 members 
Entering Unmasked Estep 
Score: -28577014.000000 Penalty: 6132.386719
	Iteration 1F: 3 clusters Score -2.857701e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 117198 members 
Entering Unmasked Estep 
Score: -28578082.000000 Penalty: 6132.386719
	Iteration 2Q: 3 clusters Score -2.857808e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117157 members 
Mstep: Class 2 contains 116985 members 
Entering Unmasked Estep 
Score: -28579572.000000 Penalty: 6132.386719
	Iteration 3Q: 3 clusters Score -2.857957e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117571 members 
Mstep: Class 2 contains 116571 members 
Entering Unmasked Estep 
Score: -28581416.000000 Penalty: 6132.386719
	Iteration 4Q: 3 clusters Score -2.858142e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118276 members 
Mstep: Class 2 contains 115866 members 
Entering Unmasked Estep 
Score: -28584254.000000 Penalty: 6132.386719
	Iteration 5Q: 3 clusters Score -2.858425e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 114676 members 
Entering Unmasked Estep 
Score: -28587622.000000 Penalty: 6132.386719
	Iteration 6Q: 3 clusters Score -2.858762e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121373 members 
Mstep: Class 2 contains 112769 members 
Entering Unmasked Estep 
Score: -28591892.000000 Penalty: 6132.386719
	Iteration 7Q: 3 clusters Score -2.859189e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124291 members 
Mstep: Class 2 contains 109851 members 
Entering Unmasked Estep 
Score: -28597196.000000 Penalty: 6132.386719
	Iteration 8Q: 3 clusters Score -2.85972e+07 nChanged 12462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128517 members 
Mstep: Class 2 contains 105625 members 
Entering Unmasked Estep 
Score: -28603740.000000 Penalty: 6132.386719
	Iteration 9F: 3 clusters Score -2.860374e+07 nChanged 12793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133922 members 
Mstep: Class 2 contains 100220 members 
Entering Unmasked Estep 
Score: -28610788.000000 Penalty: 6132.386719
	Iteration 10F: 3 clusters Score -2.861079e+07 nChanged 12413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140647 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -28617898.000000 Penalty: 6132.386719
	Iteration 11F: 3 clusters Score -2.86179e+07 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148490 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -28624524.000000 Penalty: 6132.386719
	Iteration 12F: 3 clusters Score -2.862452e+07 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157206 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -28630358.000000 Penalty: 6132.386719
	Iteration 13Q: 3 clusters Score -2.863036e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166854 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -28636114.000000 Penalty: 6132.386719
	Iteration 14Q: 3 clusters Score -2.863611e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176671 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -28641788.000000 Penalty: 6132.386719
	Iteration 15Q: 3 clusters Score -2.864179e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185852 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -28646720.000000 Penalty: 6132.386719
	Iteration 16Q: 3 clusters Score -2.864672e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193700 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -28650214.000000 Penalty: 6132.386719
	Iteration 17Q: 3 clusters Score -2.865021e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200005 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -28652434.000000 Penalty: 6132.386719
	Iteration 18Q: 3 clusters Score -2.865243e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204961 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -28653606.000000 Penalty: 6132.386719
	Iteration 19Q: 3 clusters Score -2.865361e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208821 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -28654512.000000 Penalty: 6132.386719
	Iteration 20F: 3 clusters Score -2.865451e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211892 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -28655034.000000 Penalty: 6132.386719
	Iteration 21Q: 3 clusters Score -2.865503e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214299 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -28655414.000000 Penalty: 6132.386719
	Iteration 22Q: 3 clusters Score -2.865541e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216238 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -28655574.000000 Penalty: 6132.386719
	Iteration 23Q: 3 clusters Score -2.865557e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217714 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -28655640.000000 Penalty: 6132.386719
	Iteration 24Q: 3 clusters Score -2.865564e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218880 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -28655698.000000 Penalty: 6132.386719
	Iteration 25Q: 3 clusters Score -2.86557e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219794 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -28655754.000000 Penalty: 6132.386719
	Iteration 26Q: 3 clusters Score -2.865575e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220560 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -28655730.000000 Penalty: 6132.386719
	Iteration 27Q: 3 clusters Score -2.865573e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221145 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -28655688.000000 Penalty: 6132.386719
	Iteration 28Q: 3 clusters Score -2.865569e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221648 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -28655742.000000 Penalty: 6132.386719
	Iteration 29Q: 3 clusters Score -2.865574e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222084 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -28655798.000000 Penalty: 6132.386719
	Iteration 30Q: 3 clusters Score -2.86558e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222478 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -28655866.000000 Penalty: 6132.386719
	Iteration 31Q: 3 clusters Score -2.865587e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222799 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -28655816.000000 Penalty: 6132.386719
	Iteration 32Q: 3 clusters Score -2.865582e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223074 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -28655932.000000 Penalty: 6132.386719
	Iteration 33Q: 3 clusters Score -2.865593e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223295 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -28655966.000000 Penalty: 6132.386719
	Iteration 34Q: 3 clusters Score -2.865597e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223482 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -28655918.000000 Penalty: 6132.386719
	Iteration 35Q: 3 clusters Score -2.865592e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223623 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -28655876.000000 Penalty: 6132.386719
	Iteration 36Q: 3 clusters Score -2.865588e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223747 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -28655898.000000 Penalty: 6132.386719
	Iteration 37Q: 3 clusters Score -2.86559e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223852 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -28655920.000000 Penalty: 6132.386719
	Iteration 38Q: 3 clusters Score -2.865592e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223946 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -28655924.000000 Penalty: 6132.386719
	Iteration 39Q: 3 clusters Score -2.865592e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224018 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -28655934.000000 Penalty: 6132.386719
	Iteration 40F: 3 clusters Score -2.865593e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224100 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -28655934.000000 Penalty: 6132.386719
	Iteration 41Q: 3 clusters Score -2.865593e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224182 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -28655926.000000 Penalty: 6132.386719
	Iteration 42Q: 3 clusters Score -2.865593e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224261 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -28655918.000000 Penalty: 6132.386719
	Iteration 43Q: 3 clusters Score -2.865592e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224316 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -28655910.000000 Penalty: 6132.386719
	Iteration 44Q: 3 clusters Score -2.865591e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224356 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -28655950.000000 Penalty: 6132.386719
	Iteration 45Q: 3 clusters Score -2.865595e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224412 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -28655956.000000 Penalty: 6132.386719
	Iteration 46Q: 3 clusters Score -2.865596e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224463 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -28655952.000000 Penalty: 6132.386719
	Iteration 47Q: 3 clusters Score -2.865595e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224497 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -28655916.000000 Penalty: 6132.386719
	Iteration 48Q: 3 clusters Score -2.865592e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224522 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -28655930.000000 Penalty: 6132.386719
	Iteration 49Q: 3 clusters Score -2.865593e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224548 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -28655942.000000 Penalty: 6132.386719
	Iteration 50Q: 3 clusters Score -2.865594e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224577 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -28655950.000000 Penalty: 6132.386719
	Iteration 51Q: 3 clusters Score -2.865595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224598 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -28655956.000000 Penalty: 6132.386719
	Iteration 52Q: 3 clusters Score -2.865596e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224614 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -28655956.000000 Penalty: 6132.386719
	Iteration 53Q: 3 clusters Score -2.865596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224630 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -28655960.000000 Penalty: 6132.386719
	Iteration 54Q: 3 clusters Score -2.865596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224650 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -28655974.000000 Penalty: 6132.386719
	Iteration 55Q: 3 clusters Score -2.865597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224673 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -28655962.000000 Penalty: 6132.386719
	Iteration 56Q: 3 clusters Score -2.865596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224682 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -28655968.000000 Penalty: 6132.386719
	Iteration 57Q: 3 clusters Score -2.865597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224700 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -28655964.000000 Penalty: 6132.386719
	Iteration 58Q: 3 clusters Score -2.865596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224720 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -28655970.000000 Penalty: 6132.386719
	Iteration 59Q: 3 clusters Score -2.865597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224729 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -28655970.000000 Penalty: 6132.386719
	Iteration 60F: 3 clusters Score -2.865597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224740 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -28655956.000000 Penalty: 6132.386719
	Iteration 61Q: 3 clusters Score -2.865596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224749 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -28655964.000000 Penalty: 6132.386719
	Iteration 62Q: 3 clusters Score -2.865596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224756 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -28655978.000000 Penalty: 6132.386719
	Iteration 63Q: 3 clusters Score -2.865598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224762 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -28655986.000000 Penalty: 6132.386719
	Iteration 64Q: 3 clusters Score -2.865599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224768 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -28655966.000000 Penalty: 6132.386719
	Iteration 65Q: 3 clusters Score -2.865597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224774 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -28655970.000000 Penalty: 6132.386719
	Iteration 66Q: 3 clusters Score -2.865597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224779 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -28655976.000000 Penalty: 6132.386719
	Iteration 67Q: 3 clusters Score -2.865598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224780 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -28655980.000000 Penalty: 6132.386719
	Iteration 68Q: 3 clusters Score -2.865598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224781 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -28655988.000000 Penalty: 6132.386719
	Iteration 69Q: 3 clusters Score -2.865599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224781 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -28655988.000000 Penalty: 6132.386719
	Iteration 70F: 3 clusters Score -2.865599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Entering Unmasked Estep 
Score: -11120182.000000 Penalty: 2831.005859
	Iteration 0F: 2 clusters Score -1.112018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -11059397.000000 Penalty: 5662.011719
	Iteration 0F: 3 clusters Score -1.10594e+07 nChanged 42757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -11083285.000000 Penalty: 5662.011719
	Iteration 1F: 3 clusters Score -1.108328e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -11083932.000000 Penalty: 5662.011719
	Iteration 2Q: 3 clusters Score -1.108393e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -11084546.000000 Penalty: 5662.011719
	Iteration 3Q: 3 clusters Score -1.108455e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -11085268.000000 Penalty: 5662.011719
	Iteration 4Q: 3 clusters Score -1.108527e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -11086148.000000 Penalty: 5662.011719
	Iteration 5Q: 3 clusters Score -1.108615e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -11087338.000000 Penalty: 5662.011719
	Iteration 6Q: 3 clusters Score -1.108734e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -11089218.000000 Penalty: 5662.011719
	Iteration 7Q: 3 clusters Score -1.108922e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -11091957.000000 Penalty: 5662.011719
	Iteration 8F: 3 clusters Score -1.109196e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -11095294.000000 Penalty: 5662.011719
	Iteration 9F: 3 clusters Score -1.109529e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -11098974.000000 Penalty: 5662.011719
	Iteration 10F: 3 clusters Score -1.109897e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -11102453.000000 Penalty: 5662.011719
	Iteration 11F: 3 clusters Score -1.110245e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -11105618.000000 Penalty: 5662.011719
	Iteration 12F: 3 clusters Score -1.110562e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -11108479.000000 Penalty: 5662.011719
	Iteration 13Q: 3 clusters Score -1.110848e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80175 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -11111058.000000 Penalty: 5662.011719
	Iteration 14Q: 3 clusters Score -1.111106e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83122 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -11113202.000000 Penalty: 5662.011719
	Iteration 15Q: 3 clusters Score -1.11132e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85386 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -11114940.000000 Penalty: 5662.011719
	Iteration 16Q: 3 clusters Score -1.111494e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -11116061.000000 Penalty: 5662.011719
	Iteration 17Q: 3 clusters Score -1.111606e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87852 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -11116785.000000 Penalty: 5662.011719
	Iteration 18Q: 3 clusters Score -1.111678e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -11117242.000000 Penalty: 5662.011719
	Iteration 19Q: 3 clusters Score -1.111724e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88711 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -11117435.000000 Penalty: 5662.011719
	Iteration 20F: 3 clusters Score -1.111744e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -11117601.000000 Penalty: 5662.011719
	Iteration 21Q: 3 clusters Score -1.11176e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89025 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -11117733.000000 Penalty: 5662.011719
	Iteration 22Q: 3 clusters Score -1.111773e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -11117808.000000 Penalty: 5662.011719
	Iteration 23Q: 3 clusters Score -1.111781e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89193 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11117883.000000 Penalty: 5662.011719
	Iteration 24Q: 3 clusters Score -1.111788e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -11117957.000000 Penalty: 5662.011719
	Iteration 25Q: 3 clusters Score -1.111796e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -11117987.000000 Penalty: 5662.011719
	Iteration 26Q: 3 clusters Score -1.111799e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -11118025.000000 Penalty: 5662.011719
	Iteration 27Q: 3 clusters Score -1.111802e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -11118045.000000 Penalty: 5662.011719
	Iteration 28Q: 3 clusters Score -1.111804e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11118050.000000 Penalty: 5662.011719
	Iteration 29Q: 3 clusters Score -1.111805e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89343 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -11118049.000000 Penalty: 5662.011719
	Iteration 30Q: 3 clusters Score -1.111805e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -11118067.000000 Penalty: 5662.011719
	Iteration 31Q: 3 clusters Score -1.111807e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -11118057.000000 Penalty: 5662.011719
	Iteration 32Q: 3 clusters Score -1.111806e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89385 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -11118068.000000 Penalty: 5662.011719
	Iteration 33Q: 3 clusters Score -1.111807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -11118067.000000 Penalty: 5662.011719
	Iteration 34Q: 3 clusters Score -1.111807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11118080.000000 Penalty: 5662.011719
	Iteration 35Q: 3 clusters Score -1.111808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89417 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -11118081.000000 Penalty: 5662.011719
	Iteration 36Q: 3 clusters Score -1.111808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -11118077.000000 Penalty: 5662.011719
	Iteration 37Q: 3 clusters Score -1.111808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -11118082.000000 Penalty: 5662.011719
	Iteration 38Q: 3 clusters Score -1.111808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11118088.000000 Penalty: 5662.011719
	Iteration 39Q: 3 clusters Score -1.111809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -11118090.000000 Penalty: 5662.011719
	Iteration 40F: 3 clusters Score -1.111809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -11118086.000000 Penalty: 5662.011719
	Iteration 41Q: 3 clusters Score -1.111809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89435 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -11118089.000000 Penalty: 5662.011719
	Iteration 42Q: 3 clusters Score -1.111809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89436 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -11118093.000000 Penalty: 5662.011719
	Iteration 43Q: 3 clusters Score -1.111809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89436 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -11118099.000000 Penalty: 5662.011719
	Iteration 44Q: 3 clusters Score -1.11181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -11118103.000000 Penalty: 5662.011719
	Iteration 45Q: 3 clusters Score -1.11181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89442 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -11118093.000000 Penalty: 5662.011719
	Iteration 46Q: 3 clusters Score -1.111809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89447 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11118085.000000 Penalty: 5662.011719
	Iteration 47Q: 3 clusters Score -1.111808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89455 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -11118082.000000 Penalty: 5662.011719
	Iteration 48Q: 3 clusters Score -1.111808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11118088.000000 Penalty: 5662.011719
	Iteration 49Q: 3 clusters Score -1.111809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -11118105.000000 Penalty: 5662.011719
	Iteration 50Q: 3 clusters Score -1.11181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11118110.000000 Penalty: 5662.011719
	Iteration 51Q: 3 clusters Score -1.111811e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89481 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11118106.000000 Penalty: 5662.011719
	Iteration 52Q: 3 clusters Score -1.111811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -11118134.000000 Penalty: 5662.011719
	Iteration 53Q: 3 clusters Score -1.111813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89496 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -11118149.000000 Penalty: 5662.011719
	Iteration 54Q: 3 clusters Score -1.111815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11118155.000000 Penalty: 5662.011719
	Iteration 55Q: 3 clusters Score -1.111816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -11118162.000000 Penalty: 5662.011719
	Iteration 56Q: 3 clusters Score -1.111816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89507 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11118162.000000 Penalty: 5662.011719
	Iteration 57Q: 3 clusters Score -1.111816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89512 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11118146.000000 Penalty: 5662.011719
	Iteration 58Q: 3 clusters Score -1.111815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89516 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -11118150.000000 Penalty: 5662.011719
	Iteration 59Q: 3 clusters Score -1.111815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89520 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11118154.000000 Penalty: 5662.011719
	Iteration 60F: 3 clusters Score -1.111815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -11118155.000000 Penalty: 5662.011719
	Iteration 61Q: 3 clusters Score -1.111816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11118153.000000 Penalty: 5662.011719
	Iteration 62Q: 3 clusters Score -1.111815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11118163.000000 Penalty: 5662.011719
	Iteration 63Q: 3 clusters Score -1.111816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11118170.000000 Penalty: 5662.011719
	Iteration 64Q: 3 clusters Score -1.111817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89529 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -11118172.000000 Penalty: 5662.011719
	Iteration 65Q: 3 clusters Score -1.111817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89529 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -11118172.000000 Penalty: 5662.011719
	Iteration 66F: 3 clusters Score -1.111817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Entering Unmasked Estep 
Score: -455544.312500 Penalty: 2047.509888
	Iteration 0F: 2 clusters Score -455544.3 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 1943 members 
Entering Unmasked Estep 
Score: -451763.875000 Penalty: 4095.019775
	Iteration 0F: 3 clusters Score -451763.9 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -452869.125000 Penalty: 4095.019775
	Iteration 1F: 3 clusters Score -452869.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -453566.750000 Penalty: 4095.019775
	Iteration 2F: 3 clusters Score -453566.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -454149.937500 Penalty: 4095.019775
	Iteration 3F: 3 clusters Score -454149.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -454651.812500 Penalty: 4095.019775
	Iteration 4F: 3 clusters Score -454651.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -455025.312500 Penalty: 4095.019775
	Iteration 5F: 3 clusters Score -455025.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -455292.125000 Penalty: 4095.019775
	Iteration 6F: 3 clusters Score -455292.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -455461.843750 Penalty: 4095.019775
	Iteration 7Q: 3 clusters Score -455461.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -455572.281250 Penalty: 4095.019775
	Iteration 8Q: 3 clusters Score -455572.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -455665.343750 Penalty: 4095.019775
	Iteration 9Q: 3 clusters Score -455665.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -455727.906250 Penalty: 4095.019775
	Iteration 10Q: 3 clusters Score -455727.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -455770.062500 Penalty: 4095.019775
	Iteration 11Q: 3 clusters Score -455770.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -455799.843750 Penalty: 4095.019775
	Iteration 12Q: 3 clusters Score -455799.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -455825.406250 Penalty: 4095.019775
	Iteration 13Q: 3 clusters Score -455825.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -455844.468750 Penalty: 4095.019775
	Iteration 14Q: 3 clusters Score -455844.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -455864.125000 Penalty: 4095.019775
	Iteration 15Q: 3 clusters Score -455864.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -455877.781250 Penalty: 4095.019775
	Iteration 16Q: 3 clusters Score -455877.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -455885.625000 Penalty: 4095.019775
	Iteration 17Q: 3 clusters Score -455885.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -455896.937500 Penalty: 4095.019775
	Iteration 18Q: 3 clusters Score -455896.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -455904.968750 Penalty: 4095.019775
	Iteration 19Q: 3 clusters Score -455905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -455909.843750 Penalty: 4095.019775
	Iteration 20F: 3 clusters Score -455909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -455911.781250 Penalty: 4095.019775
	Iteration 21Q: 3 clusters Score -455911.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -455915.250000 Penalty: 4095.019775
	Iteration 22Q: 3 clusters Score -455915.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -455918.000000 Penalty: 4095.019775
	Iteration 23Q: 3 clusters Score -455918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -455921.468750 Penalty: 4095.019775
	Iteration 24Q: 3 clusters Score -455921.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -455924.218750 Penalty: 4095.019775
	Iteration 25Q: 3 clusters Score -455924.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -455926.593750 Penalty: 4095.019775
	Iteration 26Q: 3 clusters Score -455926.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -455926.500000 Penalty: 4095.019775
	Iteration 27Q: 3 clusters Score -455926.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -455927.500000 Penalty: 4095.019775
	Iteration 28Q: 3 clusters Score -455927.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -455927.500000 Penalty: 4095.019775
	Iteration 29F: 3 clusters Score -455927.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 2054 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5302 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 632 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5629 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 1797 members 
Entering Unmasked Estep 
Score: -154535792.000000 Penalty: 286492.562500
Splitting cluster 4 changes total score from -154536816.000000 to -154535792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (18421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Entering Unmasked Estep 
Score: -2254903.000000 Penalty: 2435.668945
	Iteration 0F: 2 clusters Score -2254903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2241902.500000 Penalty: 4871.337891
	Iteration 0F: 3 clusters Score -2241902 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2246314.000000 Penalty: 4871.337891
	Iteration 1F: 3 clusters Score -2246314 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2246824.750000 Penalty: 4871.337891
	Iteration 2F: 3 clusters Score -2246825 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2247316.750000 Penalty: 4871.337891
	Iteration 3F: 3 clusters Score -2247317 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2247787.750000 Penalty: 4871.337891
	Iteration 4Q: 3 clusters Score -2247788 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2248268.000000 Penalty: 4871.337891
	Iteration 5Q: 3 clusters Score -2248268 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2248775.250000 Penalty: 4871.337891
	Iteration 6Q: 3 clusters Score -2248775 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2249296.500000 Penalty: 4871.337891
	Iteration 7Q: 3 clusters Score -2249296 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2249768.500000 Penalty: 4871.337891
	Iteration 8Q: 3 clusters Score -2249768 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2250249.500000 Penalty: 4871.337891
	Iteration 9Q: 3 clusters Score -2250250 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2250688.000000 Penalty: 4871.337891
	Iteration 10Q: 3 clusters Score -2250688 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2251053.750000 Penalty: 4871.337891
	Iteration 11Q: 3 clusters Score -2251054 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2251362.750000 Penalty: 4871.337891
	Iteration 12Q: 3 clusters Score -2251363 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2251630.750000 Penalty: 4871.337891
	Iteration 13Q: 3 clusters Score -2251631 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2251855.750000 Penalty: 4871.337891
	Iteration 14Q: 3 clusters Score -2251856 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2252015.000000 Penalty: 4871.337891
	Iteration 15Q: 3 clusters Score -2252015 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2252153.000000 Penalty: 4871.337891
	Iteration 16Q: 3 clusters Score -2252153 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2252261.500000 Penalty: 4871.337891
	Iteration 17Q: 3 clusters Score -2252262 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2252352.500000 Penalty: 4871.337891
	Iteration 18Q: 3 clusters Score -2252352 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2252438.000000 Penalty: 4871.337891
	Iteration 19Q: 3 clusters Score -2252438 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2252512.750000 Penalty: 4871.337891
	Iteration 20F: 3 clusters Score -2252513 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2252576.500000 Penalty: 4871.337891
	Iteration 21Q: 3 clusters Score -2252576 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2252638.500000 Penalty: 4871.337891
	Iteration 22Q: 3 clusters Score -2252638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2252688.750000 Penalty: 4871.337891
	Iteration 23Q: 3 clusters Score -2252689 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2252729.750000 Penalty: 4871.337891
	Iteration 24Q: 3 clusters Score -2252730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2252771.750000 Penalty: 4871.337891
	Iteration 25Q: 3 clusters Score -2252772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2252807.750000 Penalty: 4871.337891
	Iteration 26Q: 3 clusters Score -2252808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2252827.000000 Penalty: 4871.337891
	Iteration 27Q: 3 clusters Score -2252827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2252843.500000 Penalty: 4871.337891
	Iteration 28Q: 3 clusters Score -2252844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2252856.500000 Penalty: 4871.337891
	Iteration 29Q: 3 clusters Score -2252856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2252871.500000 Penalty: 4871.337891
	Iteration 30Q: 3 clusters Score -2252872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2252880.500000 Penalty: 4871.337891
	Iteration 31Q: 3 clusters Score -2252880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2252887.500000 Penalty: 4871.337891
	Iteration 32Q: 3 clusters Score -2252888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2252893.500000 Penalty: 4871.337891
	Iteration 33Q: 3 clusters Score -2252894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2252892.250000 Penalty: 4871.337891
	Iteration 34Q: 3 clusters Score -2252892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2252894.750000 Penalty: 4871.337891
	Iteration 35Q: 3 clusters Score -2252895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2252899.500000 Penalty: 4871.337891
	Iteration 36Q: 3 clusters Score -2252900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2252900.000000 Penalty: 4871.337891
	Iteration 37Q: 3 clusters Score -2252900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2252903.500000 Penalty: 4871.337891
	Iteration 38Q: 3 clusters Score -2252904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2252909.000000 Penalty: 4871.337891
	Iteration 39Q: 3 clusters Score -2252909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2252911.000000 Penalty: 4871.337891
	Iteration 40F: 3 clusters Score -2252911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2252916.250000 Penalty: 4871.337891
	Iteration 41Q: 3 clusters Score -2252916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2252918.250000 Penalty: 4871.337891
	Iteration 42Q: 3 clusters Score -2252918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2252921.500000 Penalty: 4871.337891
	Iteration 43Q: 3 clusters Score -2252922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2252928.500000 Penalty: 4871.337891
	Iteration 44Q: 3 clusters Score -2252928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2252935.000000 Penalty: 4871.337891
	Iteration 45Q: 3 clusters Score -2252935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2252936.000000 Penalty: 4871.337891
	Iteration 46Q: 3 clusters Score -2252936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2252941.750000 Penalty: 4871.337891
	Iteration 47Q: 3 clusters Score -2252942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2252943.000000 Penalty: 4871.337891
	Iteration 48Q: 3 clusters Score -2252943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2252943.500000 Penalty: 4871.337891
	Iteration 49Q: 3 clusters Score -2252944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2252946.500000 Penalty: 4871.337891
	Iteration 50Q: 3 clusters Score -2252946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2252949.250000 Penalty: 4871.337891
	Iteration 51Q: 3 clusters Score -2252949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2252949.500000 Penalty: 4871.337891
	Iteration 52Q: 3 clusters Score -2252950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2252952.000000 Penalty: 4871.337891
	Iteration 53Q: 3 clusters Score -2252952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2252952.500000 Penalty: 4871.337891
	Iteration 54Q: 3 clusters Score -2252952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2252952.500000 Penalty: 4871.337891
	Iteration 55F: 3 clusters Score -2252952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Entering Unmasked Estep 
Score: -8786092.000000 Penalty: 2793.596680
	Iteration 0F: 2 clusters Score -8786092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -8733645.000000 Penalty: 5587.193359
	Iteration 0F: 3 clusters Score -8733645 nChanged 36719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -8755072.000000 Penalty: 5587.193359
	Iteration 1F: 3 clusters Score -8755072 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -8756177.000000 Penalty: 5587.193359
	Iteration 2Q: 3 clusters Score -8756177 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -8757484.000000 Penalty: 5587.193359
	Iteration 3Q: 3 clusters Score -8757484 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -8759035.000000 Penalty: 5587.193359
	Iteration 4Q: 3 clusters Score -8759035 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -8760763.000000 Penalty: 5587.193359
	Iteration 5Q: 3 clusters Score -8760763 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -8762682.000000 Penalty: 5587.193359
	Iteration 6F: 3 clusters Score -8762682 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -8764971.000000 Penalty: 5587.193359
	Iteration 7F: 3 clusters Score -8764971 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -8767358.000000 Penalty: 5587.193359
	Iteration 8F: 3 clusters Score -8767358 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -8769602.000000 Penalty: 5587.193359
	Iteration 9F: 3 clusters Score -8769602 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -8771399.000000 Penalty: 5587.193359
	Iteration 10Q: 3 clusters Score -8771399 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -8772390.000000 Penalty: 5587.193359
	Iteration 11Q: 3 clusters Score -8772390 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -8772813.000000 Penalty: 5587.193359
	Iteration 12Q: 3 clusters Score -8772813 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -8772994.000000 Penalty: 5587.193359
	Iteration 13Q: 3 clusters Score -8772994 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -8773091.000000 Penalty: 5587.193359
	Iteration 14Q: 3 clusters Score -8773091 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -8773225.000000 Penalty: 5587.193359
	Iteration 15Q: 3 clusters Score -8773225 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -8773342.000000 Penalty: 5587.193359
	Iteration 16Q: 3 clusters Score -8773342 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -8773436.000000 Penalty: 5587.193359
	Iteration 17Q: 3 clusters Score -8773436 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -8773531.000000 Penalty: 5587.193359
	Iteration 18Q: 3 clusters Score -8773531 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -8773655.000000 Penalty: 5587.193359
	Iteration 19Q: 3 clusters Score -8773655 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -8773710.000000 Penalty: 5587.193359
	Iteration 20F: 3 clusters Score -8773710 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -8773766.000000 Penalty: 5587.193359
	Iteration 21Q: 3 clusters Score -8773766 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -8773846.000000 Penalty: 5587.193359
	Iteration 22Q: 3 clusters Score -8773846 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -8773989.000000 Penalty: 5587.193359
	Iteration 23Q: 3 clusters Score -8773989 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -8774089.000000 Penalty: 5587.193359
	Iteration 24Q: 3 clusters Score -8774089 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -8774205.000000 Penalty: 5587.193359
	Iteration 25Q: 3 clusters Score -8774205 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -8774304.000000 Penalty: 5587.193359
	Iteration 26Q: 3 clusters Score -8774304 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -8774422.000000 Penalty: 5587.193359
	Iteration 27Q: 3 clusters Score -8774422 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -8774537.000000 Penalty: 5587.193359
	Iteration 28Q: 3 clusters Score -8774537 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -8774728.000000 Penalty: 5587.193359
	Iteration 29Q: 3 clusters Score -8774728 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -8774935.000000 Penalty: 5587.193359
	Iteration 30Q: 3 clusters Score -8774935 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -8775179.000000 Penalty: 5587.193359
	Iteration 31Q: 3 clusters Score -8775179 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -8775408.000000 Penalty: 5587.193359
	Iteration 32Q: 3 clusters Score -8775408 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -8775701.000000 Penalty: 5587.193359
	Iteration 33Q: 3 clusters Score -8775701 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -8775990.000000 Penalty: 5587.193359
	Iteration 34Q: 3 clusters Score -8775990 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -8776286.000000 Penalty: 5587.193359
	Iteration 35Q: 3 clusters Score -8776286 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -8776669.000000 Penalty: 5587.193359
	Iteration 36Q: 3 clusters Score -8776669 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -8777007.000000 Penalty: 5587.193359
	Iteration 37Q: 3 clusters Score -8777007 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -8777415.000000 Penalty: 5587.193359
	Iteration 38Q: 3 clusters Score -8777415 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -8777738.000000 Penalty: 5587.193359
	Iteration 39Q: 3 clusters Score -8777738 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -8778095.000000 Penalty: 5587.193359
	Iteration 40F: 3 clusters Score -8778095 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -8778436.000000 Penalty: 5587.193359
	Iteration 41Q: 3 clusters Score -8778436 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -8778786.000000 Penalty: 5587.193359
	Iteration 42Q: 3 clusters Score -8778786 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -8779164.000000 Penalty: 5587.193359
	Iteration 43Q: 3 clusters Score -8779164 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -8779513.000000 Penalty: 5587.193359
	Iteration 44Q: 3 clusters Score -8779513 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 67412 members 
Entering Unmasked Estep 
Score: -8779880.000000 Penalty: 5587.193359
	Iteration 45Q: 3 clusters Score -8779880 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -8780242.000000 Penalty: 5587.193359
	Iteration 46Q: 3 clusters Score -8780242 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 69245 members 
Entering Unmasked Estep 
Score: -8780565.000000 Penalty: 5587.193359
	Iteration 47Q: 3 clusters Score -8780565 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -8780932.000000 Penalty: 5587.193359
	Iteration 48Q: 3 clusters Score -8780932 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 70929 members 
Entering Unmasked Estep 
Score: -8781272.000000 Penalty: 5587.193359
	Iteration 49Q: 3 clusters Score -8781272 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -8781609.000000 Penalty: 5587.193359
	Iteration 50Q: 3 clusters Score -8781609 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -8781975.000000 Penalty: 5587.193359
	Iteration 51Q: 3 clusters Score -8781975 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -8782325.000000 Penalty: 5587.193359
	Iteration 52Q: 3 clusters Score -8782325 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -8782582.000000 Penalty: 5587.193359
	Iteration 53Q: 3 clusters Score -8782582 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -8782825.000000 Penalty: 5587.193359
	Iteration 54Q: 3 clusters Score -8782825 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -8783065.000000 Penalty: 5587.193359
	Iteration 55Q: 3 clusters Score -8783065 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 75126 members 
Entering Unmasked Estep 
Score: -8783252.000000 Penalty: 5587.193359
	Iteration 56Q: 3 clusters Score -8783252 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 75441 members 
Entering Unmasked Estep 
Score: -8783445.000000 Penalty: 5587.193359
	Iteration 57Q: 3 clusters Score -8783445 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 75699 members 
Entering Unmasked Estep 
Score: -8783615.000000 Penalty: 5587.193359
	Iteration 58Q: 3 clusters Score -8783615 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -8783744.000000 Penalty: 5587.193359
	Iteration 59Q: 3 clusters Score -8783744 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -8783840.000000 Penalty: 5587.193359
	Iteration 60F: 3 clusters Score -8783840 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 76139 members 
Entering Unmasked Estep 
Score: -8783902.000000 Penalty: 5587.193359
	Iteration 61Q: 3 clusters Score -8783902 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -8783962.000000 Penalty: 5587.193359
	Iteration 62Q: 3 clusters Score -8783962 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -8784014.000000 Penalty: 5587.193359
	Iteration 63Q: 3 clusters Score -8784014 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -8784040.000000 Penalty: 5587.193359
	Iteration 64Q: 3 clusters Score -8784040 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -8784095.000000 Penalty: 5587.193359
	Iteration 65Q: 3 clusters Score -8784095 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 76408 members 
Entering Unmasked Estep 
Score: -8784152.000000 Penalty: 5587.193359
	Iteration 66Q: 3 clusters Score -8784152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 76428 members 
Entering Unmasked Estep 
Score: -8784160.000000 Penalty: 5587.193359
	Iteration 67Q: 3 clusters Score -8784160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -8784180.000000 Penalty: 5587.193359
	Iteration 68Q: 3 clusters Score -8784180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 76478 members 
Entering Unmasked Estep 
Score: -8784210.000000 Penalty: 5587.193359
	Iteration 69Q: 3 clusters Score -8784210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -8784217.000000 Penalty: 5587.193359
	Iteration 70Q: 3 clusters Score -8784217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -8784226.000000 Penalty: 5587.193359
	Iteration 71Q: 3 clusters Score -8784226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -8784223.000000 Penalty: 5587.193359
	Iteration 72Q: 3 clusters Score -8784223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -8784233.000000 Penalty: 5587.193359
	Iteration 73Q: 3 clusters Score -8784233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 76534 members 
Entering Unmasked Estep 
Score: -8784236.000000 Penalty: 5587.193359
	Iteration 74Q: 3 clusters Score -8784236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -8784233.000000 Penalty: 5587.193359
	Iteration 75Q: 3 clusters Score -8784233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -8784255.000000 Penalty: 5587.193359
	Iteration 76Q: 3 clusters Score -8784255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -8784249.000000 Penalty: 5587.193359
	Iteration 77Q: 3 clusters Score -8784249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -8784247.000000 Penalty: 5587.193359
	Iteration 78Q: 3 clusters Score -8784247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
Score: -8784265.000000 Penalty: 5587.193359
	Iteration 79Q: 3 clusters Score -8784265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -8784280.000000 Penalty: 5587.193359
	Iteration 80F: 3 clusters Score -8784280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 76575 members 
Entering Unmasked Estep 
Score: -8784288.000000 Penalty: 5587.193359
	Iteration 81Q: 3 clusters Score -8784288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 76584 members 
Entering Unmasked Estep 
Score: -8784277.000000 Penalty: 5587.193359
	Iteration 82Q: 3 clusters Score -8784277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -8784286.000000 Penalty: 5587.193359
	Iteration 83Q: 3 clusters Score -8784286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -8784278.000000 Penalty: 5587.193359
	Iteration 84Q: 3 clusters Score -8784278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -8784283.000000 Penalty: 5587.193359
	Iteration 85Q: 3 clusters Score -8784283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -8784280.000000 Penalty: 5587.193359
	Iteration 86Q: 3 clusters Score -8784280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 76598 members 
Entering Unmasked Estep 
Score: -8784281.000000 Penalty: 5587.193359
	Iteration 87Q: 3 clusters Score -8784281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 76602 members 
Entering Unmasked Estep 
Score: -8784292.000000 Penalty: 5587.193359
	Iteration 88Q: 3 clusters Score -8784292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 76604 members 
Entering Unmasked Estep 
Score: -8784289.000000 Penalty: 5587.193359
	Iteration 89Q: 3 clusters Score -8784289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 76608 members 
Entering Unmasked Estep 
Score: -8784295.000000 Penalty: 5587.193359
	Iteration 90Q: 3 clusters Score -8784295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -8784288.000000 Penalty: 5587.193359
	Iteration 91Q: 3 clusters Score -8784288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 76619 members 
Entering Unmasked Estep 
Score: -8784294.000000 Penalty: 5587.193359
	Iteration 92Q: 3 clusters Score -8784294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -8784304.000000 Penalty: 5587.193359
	Iteration 93Q: 3 clusters Score -8784304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -8784304.000000 Penalty: 5587.193359
	Iteration 94Q: 3 clusters Score -8784304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -8784300.000000 Penalty: 5587.193359
	Iteration 95Q: 3 clusters Score -8784300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 76626 members 
Entering Unmasked Estep 
Score: -8784299.000000 Penalty: 5587.193359
	Iteration 96Q: 3 clusters Score -8784299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 76627 members 
Entering Unmasked Estep 
Score: -8784298.000000 Penalty: 5587.193359
	Iteration 97Q: 3 clusters Score -8784298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -8784305.000000 Penalty: 5587.193359
	Iteration 98Q: 3 clusters Score -8784305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 76629 members 
Entering Unmasked Estep 
Score: -8784305.000000 Penalty: 5587.193359
	Iteration 99Q: 3 clusters Score -8784305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -8784307.000000 Penalty: 5587.193359
	Iteration 100F: 3 clusters Score -8784307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -8784303.000000 Penalty: 5587.193359
	Iteration 101Q: 3 clusters Score -8784303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -8784301.000000 Penalty: 5587.193359
	Iteration 102Q: 3 clusters Score -8784301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -8784314.000000 Penalty: 5587.193359
	Iteration 103Q: 3 clusters Score -8784314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -8784314.000000 Penalty: 5587.193359
	Iteration 104F: 3 clusters Score -8784314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -130043.867188 Penalty: 1685.612183
	Iteration 0F: 2 clusters Score -130043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -128219.664062 Penalty: 3371.224365
	Iteration 0F: 3 clusters Score -128219.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -128757.656250 Penalty: 3371.224365
	Iteration 1F: 3 clusters Score -128757.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -129081.789062 Penalty: 3371.224365
	Iteration 2F: 3 clusters Score -129081.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -129367.101562 Penalty: 3371.224365
	Iteration 3F: 3 clusters Score -129367.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129698.250000 Penalty: 3371.224365
	Iteration 4F: 3 clusters Score -129698.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -129978.101562 Penalty: 3371.224365
	Iteration 5F: 3 clusters Score -129978.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -130077.085938 Penalty: 3371.224365
	Iteration 6Q: 3 clusters Score -130077.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -130146.601562 Penalty: 3371.224365
	Iteration 7Q: 3 clusters Score -130146.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -130197.531250 Penalty: 3371.224365
	Iteration 8Q: 3 clusters Score -130197.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -130241.867188 Penalty: 3371.224365
	Iteration 9Q: 3 clusters Score -130241.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -130289.281250 Penalty: 3371.224365
	Iteration 10Q: 3 clusters Score -130289.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -130310.140625 Penalty: 3371.224365
	Iteration 11Q: 3 clusters Score -130310.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -130327.679688 Penalty: 3371.224365
	Iteration 12Q: 3 clusters Score -130327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -130334.000000 Penalty: 3371.224365
	Iteration 13Q: 3 clusters Score -130334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -130334.000000 Penalty: 3371.224365
	Iteration 14F: 3 clusters Score -130334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 533 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5302 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 632 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5629 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 362 members 
Entering Unmasked Estep 
Score: -154535024.000000 Penalty: 286492.562500
Splitting cluster 7 changes total score from -154536816.000000 to -154535024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Entering Unmasked Estep 
Score: -1291647.375000 Penalty: 2301.892090
	Iteration 0F: 2 clusters Score -1291647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1283514.250000 Penalty: 4603.784180
	Iteration 0F: 3 clusters Score -1283514 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1286060.125000 Penalty: 4603.784180
	Iteration 1F: 3 clusters Score -1286060 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1286567.250000 Penalty: 4603.784180
	Iteration 2F: 3 clusters Score -1286567 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1287142.500000 Penalty: 4603.784180
	Iteration 3F: 3 clusters Score -1287142 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1287817.750000 Penalty: 4603.784180
	Iteration 4F: 3 clusters Score -1287818 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1288511.250000 Penalty: 4603.784180
	Iteration 5F: 3 clusters Score -1288511 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1289033.500000 Penalty: 4603.784180
	Iteration 6F: 3 clusters Score -1289034 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1289428.750000 Penalty: 4603.784180
	Iteration 7F: 3 clusters Score -1289429 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1289678.875000 Penalty: 4603.784180
	Iteration 8Q: 3 clusters Score -1289679 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1289866.875000 Penalty: 4603.784180
	Iteration 9Q: 3 clusters Score -1289867 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1290037.875000 Penalty: 4603.784180
	Iteration 10Q: 3 clusters Score -1290038 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1290152.375000 Penalty: 4603.784180
	Iteration 11Q: 3 clusters Score -1290152 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1290227.875000 Penalty: 4603.784180
	Iteration 12Q: 3 clusters Score -1290228 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1290282.375000 Penalty: 4603.784180
	Iteration 13Q: 3 clusters Score -1290282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1290327.375000 Penalty: 4603.784180
	Iteration 14Q: 3 clusters Score -1290327 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1290367.875000 Penalty: 4603.784180
	Iteration 15Q: 3 clusters Score -1290368 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1290406.375000 Penalty: 4603.784180
	Iteration 16Q: 3 clusters Score -1290406 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1290432.375000 Penalty: 4603.784180
	Iteration 17Q: 3 clusters Score -1290432 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1290463.875000 Penalty: 4603.784180
	Iteration 18Q: 3 clusters Score -1290464 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1290492.375000 Penalty: 4603.784180
	Iteration 19Q: 3 clusters Score -1290492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1290520.500000 Penalty: 4603.784180
	Iteration 20F: 3 clusters Score -1290520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1290541.125000 Penalty: 4603.784180
	Iteration 21Q: 3 clusters Score -1290541 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1290561.625000 Penalty: 4603.784180
	Iteration 22Q: 3 clusters Score -1290562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1290587.000000 Penalty: 4603.784180
	Iteration 23Q: 3 clusters Score -1290587 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1290612.000000 Penalty: 4603.784180
	Iteration 24Q: 3 clusters Score -1290612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1290630.625000 Penalty: 4603.784180
	Iteration 25Q: 3 clusters Score -1290631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1290649.250000 Penalty: 4603.784180
	Iteration 26Q: 3 clusters Score -1290649 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1290669.875000 Penalty: 4603.784180
	Iteration 27Q: 3 clusters Score -1290670 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1290687.500000 Penalty: 4603.784180
	Iteration 28Q: 3 clusters Score -1290688 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1290709.375000 Penalty: 4603.784180
	Iteration 29Q: 3 clusters Score -1290709 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1290726.625000 Penalty: 4603.784180
	Iteration 30Q: 3 clusters Score -1290727 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1290734.375000 Penalty: 4603.784180
	Iteration 31Q: 3 clusters Score -1290734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1290735.000000 Penalty: 4603.784180
	Iteration 32Q: 3 clusters Score -1290735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1290744.375000 Penalty: 4603.784180
	Iteration 33Q: 3 clusters Score -1290744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1290747.000000 Penalty: 4603.784180
	Iteration 34Q: 3 clusters Score -1290747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1290749.125000 Penalty: 4603.784180
	Iteration 35Q: 3 clusters Score -1290749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1290751.375000 Penalty: 4603.784180
	Iteration 36Q: 3 clusters Score -1290751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1290754.750000 Penalty: 4603.784180
	Iteration 37Q: 3 clusters Score -1290755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1290758.875000 Penalty: 4603.784180
	Iteration 38Q: 3 clusters Score -1290759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1290762.750000 Penalty: 4603.784180
	Iteration 39Q: 3 clusters Score -1290763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1290765.750000 Penalty: 4603.784180
	Iteration 40F: 3 clusters Score -1290766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1290772.875000 Penalty: 4603.784180
	Iteration 41Q: 3 clusters Score -1290773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1290776.625000 Penalty: 4603.784180
	Iteration 42Q: 3 clusters Score -1290777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1290778.875000 Penalty: 4603.784180
	Iteration 43Q: 3 clusters Score -1290779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1290782.000000 Penalty: 4603.784180
	Iteration 44Q: 3 clusters Score -1290782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1290785.250000 Penalty: 4603.784180
	Iteration 45Q: 3 clusters Score -1290785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1290788.500000 Penalty: 4603.784180
	Iteration 46Q: 3 clusters Score -1290788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1290786.750000 Penalty: 4603.784180
	Iteration 47Q: 3 clusters Score -1290787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1290787.750000 Penalty: 4603.784180
	Iteration 48Q: 3 clusters Score -1290788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1290788.250000 Penalty: 4603.784180
	Iteration 49Q: 3 clusters Score -1290788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1290788.250000 Penalty: 4603.784180
	Iteration 50F: 3 clusters Score -1290788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Entering Unmasked Estep 
Score: -384524.718750 Penalty: 2008.840088
	Iteration 0F: 2 clusters Score -384524.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -381046.500000 Penalty: 4017.680176
	Iteration 0F: 3 clusters Score -381046.5 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -381827.531250 Penalty: 4017.680176
	Iteration 1F: 3 clusters Score -381827.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -382053.375000 Penalty: 4017.680176
	Iteration 2F: 3 clusters Score -382053.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -382260.281250 Penalty: 4017.680176
	Iteration 3F: 3 clusters Score -382260.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -382468.906250 Penalty: 4017.680176
	Iteration 4F: 3 clusters Score -382468.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -382655.593750 Penalty: 4017.680176
	Iteration 5F: 3 clusters Score -382655.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -382796.406250 Penalty: 4017.680176
	Iteration 6Q: 3 clusters Score -382796.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -382920.843750 Penalty: 4017.680176
	Iteration 7Q: 3 clusters Score -382920.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -383023.718750 Penalty: 4017.680176
	Iteration 8Q: 3 clusters Score -383023.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -383102.625000 Penalty: 4017.680176
	Iteration 9Q: 3 clusters Score -383102.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -383155.437500 Penalty: 4017.680176
	Iteration 10Q: 3 clusters Score -383155.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -383194.843750 Penalty: 4017.680176
	Iteration 11Q: 3 clusters Score -383194.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -383222.593750 Penalty: 4017.680176
	Iteration 12Q: 3 clusters Score -383222.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -383242.625000 Penalty: 4017.680176
	Iteration 13Q: 3 clusters Score -383242.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -383257.750000 Penalty: 4017.680176
	Iteration 14Q: 3 clusters Score -383257.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -383269.031250 Penalty: 4017.680176
	Iteration 15Q: 3 clusters Score -383269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -383281.531250 Penalty: 4017.680176
	Iteration 16Q: 3 clusters Score -383281.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -383292.281250 Penalty: 4017.680176
	Iteration 17Q: 3 clusters Score -383292.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -383301.625000 Penalty: 4017.680176
	Iteration 18Q: 3 clusters Score -383301.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -383313.343750 Penalty: 4017.680176
	Iteration 19Q: 3 clusters Score -383313.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -383319.625000 Penalty: 4017.680176
	Iteration 20F: 3 clusters Score -383319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -383322.687500 Penalty: 4017.680176
	Iteration 21Q: 3 clusters Score -383322.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -383324.656250 Penalty: 4017.680176
	Iteration 22Q: 3 clusters Score -383324.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -383325.281250 Penalty: 4017.680176
	Iteration 23Q: 3 clusters Score -383325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -383325.718750 Penalty: 4017.680176
	Iteration 24Q: 3 clusters Score -383325.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -383325.968750 Penalty: 4017.680176
	Iteration 25Q: 3 clusters Score -383326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -383325.968750 Penalty: 4017.680176
	Iteration 26F: 3 clusters Score -383326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Entering Unmasked Estep 
Score: -698457.250000 Penalty: 2148.086670
	Iteration 0F: 2 clusters Score -698457.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -693428.312500 Penalty: 4296.173340
	Iteration 0F: 3 clusters Score -693428.3 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -694632.875000 Penalty: 4296.173340
	Iteration 1F: 3 clusters Score -694632.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -694850.500000 Penalty: 4296.173340
	Iteration 2F: 3 clusters Score -694850.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -694999.250000 Penalty: 4296.173340
	Iteration 3Q: 3 clusters Score -694999.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -695115.562500 Penalty: 4296.173340
	Iteration 4Q: 3 clusters Score -695115.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -695231.187500 Penalty: 4296.173340
	Iteration 5Q: 3 clusters Score -695231.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -695334.625000 Penalty: 4296.173340
	Iteration 6Q: 3 clusters Score -695334.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -695428.500000 Penalty: 4296.173340
	Iteration 7Q: 3 clusters Score -695428.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -695524.625000 Penalty: 4296.173340
	Iteration 8Q: 3 clusters Score -695524.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -695635.250000 Penalty: 4296.173340
	Iteration 9Q: 3 clusters Score -695635.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -695757.062500 Penalty: 4296.173340
	Iteration 10Q: 3 clusters Score -695757.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -695859.125000 Penalty: 4296.173340
	Iteration 11Q: 3 clusters Score -695859.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -695948.937500 Penalty: 4296.173340
	Iteration 12Q: 3 clusters Score -695948.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -696032.312500 Penalty: 4296.173340
	Iteration 13Q: 3 clusters Score -696032.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -696104.500000 Penalty: 4296.173340
	Iteration 14Q: 3 clusters Score -696104.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -696179.250000 Penalty: 4296.173340
	Iteration 15Q: 3 clusters Score -696179.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -696242.562500 Penalty: 4296.173340
	Iteration 16Q: 3 clusters Score -696242.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -696302.875000 Penalty: 4296.173340
	Iteration 17Q: 3 clusters Score -696302.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -696350.312500 Penalty: 4296.173340
	Iteration 18Q: 3 clusters Score -696350.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -696390.812500 Penalty: 4296.173340
	Iteration 19Q: 3 clusters Score -696390.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -696428.437500 Penalty: 4296.173340
	Iteration 20F: 3 clusters Score -696428.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -696456.937500 Penalty: 4296.173340
	Iteration 21Q: 3 clusters Score -696456.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -696477.625000 Penalty: 4296.173340
	Iteration 22Q: 3 clusters Score -696477.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -696492.937500 Penalty: 4296.173340
	Iteration 23Q: 3 clusters Score -696492.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -696508.687500 Penalty: 4296.173340
	Iteration 24Q: 3 clusters Score -696508.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -696527.750000 Penalty: 4296.173340
	Iteration 25Q: 3 clusters Score -696527.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -696546.375000 Penalty: 4296.173340
	Iteration 26Q: 3 clusters Score -696546.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -696563.062500 Penalty: 4296.173340
	Iteration 27Q: 3 clusters Score -696563.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -696573.875000 Penalty: 4296.173340
	Iteration 28Q: 3 clusters Score -696573.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -696587.625000 Penalty: 4296.173340
	Iteration 29Q: 3 clusters Score -696587.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -696594.500000 Penalty: 4296.173340
	Iteration 30Q: 3 clusters Score -696594.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -696607.375000 Penalty: 4296.173340
	Iteration 31Q: 3 clusters Score -696607.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -696618.312500 Penalty: 4296.173340
	Iteration 32Q: 3 clusters Score -696618.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -696626.812500 Penalty: 4296.173340
	Iteration 33Q: 3 clusters Score -696626.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -696629.312500 Penalty: 4296.173340
	Iteration 34Q: 3 clusters Score -696629.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -696632.500000 Penalty: 4296.173340
	Iteration 35Q: 3 clusters Score -696632.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -696632.375000 Penalty: 4296.173340
	Iteration 36Q: 3 clusters Score -696632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -696632.375000 Penalty: 4296.173340
	Iteration 37F: 3 clusters Score -696632.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Entering Unmasked Estep 
Score: -843419.250000 Penalty: 2200.515869
	Iteration 0F: 2 clusters Score -843419.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -837508.812500 Penalty: 4401.031738
	Iteration 0F: 3 clusters Score -837508.8 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -839031.062500 Penalty: 4401.031738
	Iteration 1F: 3 clusters Score -839031.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -839358.000000 Penalty: 4401.031738
	Iteration 2F: 3 clusters Score -839358 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -839618.062500 Penalty: 4401.031738
	Iteration 3F: 3 clusters Score -839618.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -839839.500000 Penalty: 4401.031738
	Iteration 4F: 3 clusters Score -839839.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -840023.312500 Penalty: 4401.031738
	Iteration 5Q: 3 clusters Score -840023.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -840176.937500 Penalty: 4401.031738
	Iteration 6Q: 3 clusters Score -840176.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -840318.750000 Penalty: 4401.031738
	Iteration 7Q: 3 clusters Score -840318.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -840424.375000 Penalty: 4401.031738
	Iteration 8Q: 3 clusters Score -840424.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -840506.875000 Penalty: 4401.031738
	Iteration 9Q: 3 clusters Score -840506.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -840588.750000 Penalty: 4401.031738
	Iteration 10Q: 3 clusters Score -840588.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -840679.375000 Penalty: 4401.031738
	Iteration 11Q: 3 clusters Score -840679.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -840768.187500 Penalty: 4401.031738
	Iteration 12Q: 3 clusters Score -840768.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -840856.500000 Penalty: 4401.031738
	Iteration 13Q: 3 clusters Score -840856.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -840947.375000 Penalty: 4401.031738
	Iteration 14Q: 3 clusters Score -840947.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -841044.812500 Penalty: 4401.031738
	Iteration 15Q: 3 clusters Score -841044.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -841121.875000 Penalty: 4401.031738
	Iteration 16Q: 3 clusters Score -841121.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -841188.750000 Penalty: 4401.031738
	Iteration 17Q: 3 clusters Score -841188.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -841243.125000 Penalty: 4401.031738
	Iteration 18Q: 3 clusters Score -841243.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -841288.625000 Penalty: 4401.031738
	Iteration 19Q: 3 clusters Score -841288.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -841326.562500 Penalty: 4401.031738
	Iteration 20F: 3 clusters Score -841326.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -841371.875000 Penalty: 4401.031738
	Iteration 21Q: 3 clusters Score -841371.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -841415.375000 Penalty: 4401.031738
	Iteration 22Q: 3 clusters Score -841415.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -841463.125000 Penalty: 4401.031738
	Iteration 23Q: 3 clusters Score -841463.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -841518.187500 Penalty: 4401.031738
	Iteration 24Q: 3 clusters Score -841518.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -841581.562500 Penalty: 4401.031738
	Iteration 25Q: 3 clusters Score -841581.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -841643.500000 Penalty: 4401.031738
	Iteration 26Q: 3 clusters Score -841643.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -841689.937500 Penalty: 4401.031738
	Iteration 27Q: 3 clusters Score -841689.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -841726.625000 Penalty: 4401.031738
	Iteration 28Q: 3 clusters Score -841726.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -841758.562500 Penalty: 4401.031738
	Iteration 29Q: 3 clusters Score -841758.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -841792.750000 Penalty: 4401.031738
	Iteration 30Q: 3 clusters Score -841792.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -841845.125000 Penalty: 4401.031738
	Iteration 31Q: 3 clusters Score -841845.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -841890.062500 Penalty: 4401.031738
	Iteration 32Q: 3 clusters Score -841890.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -841928.312500 Penalty: 4401.031738
	Iteration 33Q: 3 clusters Score -841928.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -841959.000000 Penalty: 4401.031738
	Iteration 34Q: 3 clusters Score -841959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -841988.187500 Penalty: 4401.031738
	Iteration 35Q: 3 clusters Score -841988.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -842018.062500 Penalty: 4401.031738
	Iteration 36Q: 3 clusters Score -842018.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -842053.687500 Penalty: 4401.031738
	Iteration 37Q: 3 clusters Score -842053.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -842083.937500 Penalty: 4401.031738
	Iteration 38Q: 3 clusters Score -842083.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -842135.875000 Penalty: 4401.031738
	Iteration 39Q: 3 clusters Score -842135.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -842179.937500 Penalty: 4401.031738
	Iteration 40F: 3 clusters Score -842179.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -842217.375000 Penalty: 4401.031738
	Iteration 41Q: 3 clusters Score -842217.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -842243.250000 Penalty: 4401.031738
	Iteration 42Q: 3 clusters Score -842243.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -842262.437500 Penalty: 4401.031738
	Iteration 43Q: 3 clusters Score -842262.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -842277.687500 Penalty: 4401.031738
	Iteration 44Q: 3 clusters Score -842277.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -842284.000000 Penalty: 4401.031738
	Iteration 45Q: 3 clusters Score -842284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -842293.000000 Penalty: 4401.031738
	Iteration 46Q: 3 clusters Score -842293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -842298.125000 Penalty: 4401.031738
	Iteration 47Q: 3 clusters Score -842298.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -842303.312500 Penalty: 4401.031738
	Iteration 48Q: 3 clusters Score -842303.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -842310.062500 Penalty: 4401.031738
	Iteration 49Q: 3 clusters Score -842310.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -842312.437500 Penalty: 4401.031738
	Iteration 50Q: 3 clusters Score -842312.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -842318.250000 Penalty: 4401.031738
	Iteration 51Q: 3 clusters Score -842318.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -842320.625000 Penalty: 4401.031738
	Iteration 52Q: 3 clusters Score -842320.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -842326.125000 Penalty: 4401.031738
	Iteration 53Q: 3 clusters Score -842326.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -842330.125000 Penalty: 4401.031738
	Iteration 54Q: 3 clusters Score -842330.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -842333.687500 Penalty: 4401.031738
	Iteration 55Q: 3 clusters Score -842333.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -842340.625000 Penalty: 4401.031738
	Iteration 56Q: 3 clusters Score -842340.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -842347.875000 Penalty: 4401.031738
	Iteration 57Q: 3 clusters Score -842347.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -842348.812500 Penalty: 4401.031738
	Iteration 58Q: 3 clusters Score -842348.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -842354.687500 Penalty: 4401.031738
	Iteration 59Q: 3 clusters Score -842354.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -842359.062500 Penalty: 4401.031738
	Iteration 60F: 3 clusters Score -842359.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -842364.000000 Penalty: 4401.031738
	Iteration 61Q: 3 clusters Score -842364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -842373.437500 Penalty: 4401.031738
	Iteration 62Q: 3 clusters Score -842373.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -842381.562500 Penalty: 4401.031738
	Iteration 63Q: 3 clusters Score -842381.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -842389.187500 Penalty: 4401.031738
	Iteration 64Q: 3 clusters Score -842389.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -842398.187500 Penalty: 4401.031738
	Iteration 65Q: 3 clusters Score -842398.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -842407.750000 Penalty: 4401.031738
	Iteration 66Q: 3 clusters Score -842407.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -842418.000000 Penalty: 4401.031738
	Iteration 67Q: 3 clusters Score -842418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -842436.312500 Penalty: 4401.031738
	Iteration 68Q: 3 clusters Score -842436.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -842451.937500 Penalty: 4401.031738
	Iteration 69Q: 3 clusters Score -842451.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -842479.687500 Penalty: 4401.031738
	Iteration 70Q: 3 clusters Score -842479.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -842513.687500 Penalty: 4401.031738
	Iteration 71Q: 3 clusters Score -842513.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -842556.875000 Penalty: 4401.031738
	Iteration 72Q: 3 clusters Score -842556.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -842596.062500 Penalty: 4401.031738
	Iteration 73Q: 3 clusters Score -842596.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -842639.875000 Penalty: 4401.031738
	Iteration 74Q: 3 clusters Score -842639.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -842703.625000 Penalty: 4401.031738
	Iteration 75Q: 3 clusters Score -842703.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -842769.312500 Penalty: 4401.031738
	Iteration 76Q: 3 clusters Score -842769.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -842833.562500 Penalty: 4401.031738
	Iteration 77Q: 3 clusters Score -842833.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -842913.125000 Penalty: 4401.031738
	Iteration 78Q: 3 clusters Score -842913.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -842995.750000 Penalty: 4401.031738
	Iteration 79Q: 3 clusters Score -842995.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -843069.125000 Penalty: 4401.031738
	Iteration 80F: 3 clusters Score -843069.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -843116.375000 Penalty: 4401.031738
	Iteration 81Q: 3 clusters Score -843116.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -843142.250000 Penalty: 4401.031738
	Iteration 82Q: 3 clusters Score -843142.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -843158.000000 Penalty: 4401.031738
	Iteration 83Q: 3 clusters Score -843158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -843165.125000 Penalty: 4401.031738
	Iteration 84Q: 3 clusters Score -843165.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -843171.687500 Penalty: 4401.031738
	Iteration 85Q: 3 clusters Score -843171.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -843172.750000 Penalty: 4401.031738
	Iteration 86Q: 3 clusters Score -843172.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -843173.875000 Penalty: 4401.031738
	Iteration 87Q: 3 clusters Score -843173.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -843176.000000 Penalty: 4401.031738
	Iteration 88Q: 3 clusters Score -843176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -843175.562500 Penalty: 4401.031738
	Iteration 89Q: 3 clusters Score -843175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -843174.812500 Penalty: 4401.031738
	Iteration 90Q: 3 clusters Score -843174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -843175.000000 Penalty: 4401.031738
	Iteration 91Q: 3 clusters Score -843175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -843177.500000 Penalty: 4401.031738
	Iteration 92Q: 3 clusters Score -843177.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -843177.437500 Penalty: 4401.031738
	Iteration 93Q: 3 clusters Score -843177.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -843177.937500 Penalty: 4401.031738
	Iteration 94Q: 3 clusters Score -843177.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -843177.937500 Penalty: 4401.031738
	Iteration 95F: 3 clusters Score -843177.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95531 members 
Entering Unmasked Estep 
Score: -11606030.000000 Penalty: 2843.867188
	Iteration 0F: 2 clusters Score -1.160603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -11542174.000000 Penalty: 5687.734375
	Iteration 0F: 3 clusters Score -1.154217e+07 nChanged 45099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -11568435.000000 Penalty: 5687.734375
	Iteration 1F: 3 clusters Score -1.156844e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -11569482.000000 Penalty: 5687.734375
	Iteration 2Q: 3 clusters Score -1.156948e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -11570932.000000 Penalty: 5687.734375
	Iteration 3Q: 3 clusters Score -1.157093e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -11572898.000000 Penalty: 5687.734375
	Iteration 4Q: 3 clusters Score -1.15729e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -11575514.000000 Penalty: 5687.734375
	Iteration 5F: 3 clusters Score -1.157551e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -11578523.000000 Penalty: 5687.734375
	Iteration 6F: 3 clusters Score -1.157852e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65569 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -11581764.000000 Penalty: 5687.734375
	Iteration 7F: 3 clusters Score -1.158176e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69784 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -11585323.000000 Penalty: 5687.734375
	Iteration 8F: 3 clusters Score -1.158532e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -11588989.000000 Penalty: 5687.734375
	Iteration 9Q: 3 clusters Score -1.158899e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77112 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -11592310.000000 Penalty: 5687.734375
	Iteration 10Q: 3 clusters Score -1.159231e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -11594645.000000 Penalty: 5687.734375
	Iteration 11Q: 3 clusters Score -1.159464e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81807 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -11596269.000000 Penalty: 5687.734375
	Iteration 12Q: 3 clusters Score -1.159627e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -11597338.000000 Penalty: 5687.734375
	Iteration 13Q: 3 clusters Score -1.159734e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85206 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -11598204.000000 Penalty: 5687.734375
	Iteration 14Q: 3 clusters Score -1.15982e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86707 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -11599045.000000 Penalty: 5687.734375
	Iteration 15Q: 3 clusters Score -1.159904e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -11599782.000000 Penalty: 5687.734375
	Iteration 16Q: 3 clusters Score -1.159978e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89189 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -11600457.000000 Penalty: 5687.734375
	Iteration 17Q: 3 clusters Score -1.160046e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90202 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -11601024.000000 Penalty: 5687.734375
	Iteration 18Q: 3 clusters Score -1.160102e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91055 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -11601478.000000 Penalty: 5687.734375
	Iteration 19Q: 3 clusters Score -1.160148e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91789 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -11601971.000000 Penalty: 5687.734375
	Iteration 20F: 3 clusters Score -1.160197e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -11602285.000000 Penalty: 5687.734375
	Iteration 21Q: 3 clusters Score -1.160228e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92897 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -11602545.000000 Penalty: 5687.734375
	Iteration 22Q: 3 clusters Score -1.160254e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93323 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -11602829.000000 Penalty: 5687.734375
	Iteration 23Q: 3 clusters Score -1.160283e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -11602993.000000 Penalty: 5687.734375
	Iteration 24Q: 3 clusters Score -1.160299e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -11603139.000000 Penalty: 5687.734375
	Iteration 25Q: 3 clusters Score -1.160314e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11603199.000000 Penalty: 5687.734375
	Iteration 26Q: 3 clusters Score -1.16032e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -11603293.000000 Penalty: 5687.734375
	Iteration 27Q: 3 clusters Score -1.160329e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -11603339.000000 Penalty: 5687.734375
	Iteration 28Q: 3 clusters Score -1.160334e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94380 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11603372.000000 Penalty: 5687.734375
	Iteration 29Q: 3 clusters Score -1.160337e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94464 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11603450.000000 Penalty: 5687.734375
	Iteration 30Q: 3 clusters Score -1.160345e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94529 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11603453.000000 Penalty: 5687.734375
	Iteration 31Q: 3 clusters Score -1.160345e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -11603494.000000 Penalty: 5687.734375
	Iteration 32Q: 3 clusters Score -1.160349e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94613 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11603522.000000 Penalty: 5687.734375
	Iteration 33Q: 3 clusters Score -1.160352e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11603560.000000 Penalty: 5687.734375
	Iteration 34Q: 3 clusters Score -1.160356e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94688 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11603566.000000 Penalty: 5687.734375
	Iteration 35Q: 3 clusters Score -1.160357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94711 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -11603577.000000 Penalty: 5687.734375
	Iteration 36Q: 3 clusters Score -1.160358e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94731 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -11603584.000000 Penalty: 5687.734375
	Iteration 37Q: 3 clusters Score -1.160358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11603595.000000 Penalty: 5687.734375
	Iteration 38Q: 3 clusters Score -1.16036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94759 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11603614.000000 Penalty: 5687.734375
	Iteration 39Q: 3 clusters Score -1.160361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94771 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -11603618.000000 Penalty: 5687.734375
	Iteration 40F: 3 clusters Score -1.160362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94777 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11603630.000000 Penalty: 5687.734375
	Iteration 41Q: 3 clusters Score -1.160363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94782 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11603641.000000 Penalty: 5687.734375
	Iteration 42Q: 3 clusters Score -1.160364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -11603642.000000 Penalty: 5687.734375
	Iteration 43Q: 3 clusters Score -1.160364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -11603642.000000 Penalty: 5687.734375
	Iteration 44F: 3 clusters Score -1.160364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -565800.375000 Penalty: 2082.805664
	Iteration 0F: 2 clusters Score -565800.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -561601.750000 Penalty: 4165.611328
	Iteration 0F: 3 clusters Score -561601.8 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -562519.687500 Penalty: 4165.611328
	Iteration 1F: 3 clusters Score -562519.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -562692.625000 Penalty: 4165.611328
	Iteration 2F: 3 clusters Score -562692.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -562797.562500 Penalty: 4165.611328
	Iteration 3Q: 3 clusters Score -562797.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -562857.375000 Penalty: 4165.611328
	Iteration 4Q: 3 clusters Score -562857.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -562904.750000 Penalty: 4165.611328
	Iteration 5Q: 3 clusters Score -562904.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -562940.000000 Penalty: 4165.611328
	Iteration 6Q: 3 clusters Score -562940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -562964.125000 Penalty: 4165.611328
	Iteration 7Q: 3 clusters Score -562964.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -562984.250000 Penalty: 4165.611328
	Iteration 8Q: 3 clusters Score -562984.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -563004.562500 Penalty: 4165.611328
	Iteration 9Q: 3 clusters Score -563004.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -563029.062500 Penalty: 4165.611328
	Iteration 10Q: 3 clusters Score -563029.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -563051.562500 Penalty: 4165.611328
	Iteration 11Q: 3 clusters Score -563051.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -563075.937500 Penalty: 4165.611328
	Iteration 12Q: 3 clusters Score -563075.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -563092.500000 Penalty: 4165.611328
	Iteration 13Q: 3 clusters Score -563092.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -563112.187500 Penalty: 4165.611328
	Iteration 14Q: 3 clusters Score -563112.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -563134.687500 Penalty: 4165.611328
	Iteration 15Q: 3 clusters Score -563134.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -563154.562500 Penalty: 4165.611328
	Iteration 16Q: 3 clusters Score -563154.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -563171.750000 Penalty: 4165.611328
	Iteration 17Q: 3 clusters Score -563171.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -563192.687500 Penalty: 4165.611328
	Iteration 18Q: 3 clusters Score -563192.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -563210.062500 Penalty: 4165.611328
	Iteration 19Q: 3 clusters Score -563210.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -563226.000000 Penalty: 4165.611328
	Iteration 20F: 3 clusters Score -563226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -563236.625000 Penalty: 4165.611328
	Iteration 21Q: 3 clusters Score -563236.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -563252.625000 Penalty: 4165.611328
	Iteration 22Q: 3 clusters Score -563252.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -563271.937500 Penalty: 4165.611328
	Iteration 23Q: 3 clusters Score -563271.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -563291.000000 Penalty: 4165.611328
	Iteration 24Q: 3 clusters Score -563291 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -563314.125000 Penalty: 4165.611328
	Iteration 25Q: 3 clusters Score -563314.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -563332.812500 Penalty: 4165.611328
	Iteration 26Q: 3 clusters Score -563332.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -563357.687500 Penalty: 4165.611328
	Iteration 27Q: 3 clusters Score -563357.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -563376.375000 Penalty: 4165.611328
	Iteration 28Q: 3 clusters Score -563376.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -563393.812500 Penalty: 4165.611328
	Iteration 29Q: 3 clusters Score -563393.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -563414.687500 Penalty: 4165.611328
	Iteration 30Q: 3 clusters Score -563414.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -563433.437500 Penalty: 4165.611328
	Iteration 31Q: 3 clusters Score -563433.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -563459.687500 Penalty: 4165.611328
	Iteration 32Q: 3 clusters Score -563459.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -563496.000000 Penalty: 4165.611328
	Iteration 33Q: 3 clusters Score -563496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -563533.375000 Penalty: 4165.611328
	Iteration 34Q: 3 clusters Score -563533.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -563576.437500 Penalty: 4165.611328
	Iteration 35Q: 3 clusters Score -563576.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -563617.437500 Penalty: 4165.611328
	Iteration 36Q: 3 clusters Score -563617.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -563654.437500 Penalty: 4165.611328
	Iteration 37Q: 3 clusters Score -563654.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -563691.812500 Penalty: 4165.611328
	Iteration 38Q: 3 clusters Score -563691.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -563724.687500 Penalty: 4165.611328
	Iteration 39Q: 3 clusters Score -563724.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -563745.187500 Penalty: 4165.611328
	Iteration 40F: 3 clusters Score -563745.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -563767.125000 Penalty: 4165.611328
	Iteration 41Q: 3 clusters Score -563767.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -563791.562500 Penalty: 4165.611328
	Iteration 42Q: 3 clusters Score -563791.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -563824.312500 Penalty: 4165.611328
	Iteration 43Q: 3 clusters Score -563824.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -563852.687500 Penalty: 4165.611328
	Iteration 44Q: 3 clusters Score -563852.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -563873.687500 Penalty: 4165.611328
	Iteration 45Q: 3 clusters Score -563873.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -563889.750000 Penalty: 4165.611328
	Iteration 46Q: 3 clusters Score -563889.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -563903.437500 Penalty: 4165.611328
	Iteration 47Q: 3 clusters Score -563903.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -563912.062500 Penalty: 4165.611328
	Iteration 48Q: 3 clusters Score -563912.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -563920.187500 Penalty: 4165.611328
	Iteration 49Q: 3 clusters Score -563920.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -563931.250000 Penalty: 4165.611328
	Iteration 50Q: 3 clusters Score -563931.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -563934.125000 Penalty: 4165.611328
	Iteration 51Q: 3 clusters Score -563934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -563937.250000 Penalty: 4165.611328
	Iteration 52Q: 3 clusters Score -563937.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -563941.000000 Penalty: 4165.611328
	Iteration 53Q: 3 clusters Score -563941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -563945.437500 Penalty: 4165.611328
	Iteration 54Q: 3 clusters Score -563945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -563950.375000 Penalty: 4165.611328
	Iteration 55Q: 3 clusters Score -563950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -563951.750000 Penalty: 4165.611328
	Iteration 56Q: 3 clusters Score -563951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -563954.000000 Penalty: 4165.611328
	Iteration 57Q: 3 clusters Score -563954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -563956.500000 Penalty: 4165.611328
	Iteration 58Q: 3 clusters Score -563956.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -563957.500000 Penalty: 4165.611328
	Iteration 59Q: 3 clusters Score -563957.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -563958.312500 Penalty: 4165.611328
	Iteration 60F: 3 clusters Score -563958.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -563959.062500 Penalty: 4165.611328
	Iteration 61Q: 3 clusters Score -563959.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -563961.562500 Penalty: 4165.611328
	Iteration 62Q: 3 clusters Score -563961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -563961.375000 Penalty: 4165.611328
	Iteration 63Q: 3 clusters Score -563961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -563961.375000 Penalty: 4165.611328
	Iteration 64F: 3 clusters Score -563961.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Entering Unmasked Estep 
Score: -962502.562500 Penalty: 2227.363525
	Iteration 0F: 2 clusters Score -962502.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -956153.500000 Penalty: 4454.727051
	Iteration 0F: 3 clusters Score -956153.5 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -957783.812500 Penalty: 4454.727051
	Iteration 1F: 3 clusters Score -957783.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -958073.312500 Penalty: 4454.727051
	Iteration 2F: 3 clusters Score -958073.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -958298.875000 Penalty: 4454.727051
	Iteration 3F: 3 clusters Score -958298.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -958487.750000 Penalty: 4454.727051
	Iteration 4Q: 3 clusters Score -958487.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -958693.875000 Penalty: 4454.727051
	Iteration 5Q: 3 clusters Score -958693.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -958876.437500 Penalty: 4454.727051
	Iteration 6Q: 3 clusters Score -958876.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -959038.187500 Penalty: 4454.727051
	Iteration 7Q: 3 clusters Score -959038.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -959200.062500 Penalty: 4454.727051
	Iteration 8Q: 3 clusters Score -959200.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -959368.812500 Penalty: 4454.727051
	Iteration 9Q: 3 clusters Score -959368.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -959535.000000 Penalty: 4454.727051
	Iteration 10Q: 3 clusters Score -959535 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -959686.500000 Penalty: 4454.727051
	Iteration 11Q: 3 clusters Score -959686.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -959865.562500 Penalty: 4454.727051
	Iteration 12Q: 3 clusters Score -959865.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -960020.812500 Penalty: 4454.727051
	Iteration 13Q: 3 clusters Score -960020.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -960126.312500 Penalty: 4454.727051
	Iteration 14Q: 3 clusters Score -960126.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -960222.312500 Penalty: 4454.727051
	Iteration 15Q: 3 clusters Score -960222.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -960307.437500 Penalty: 4454.727051
	Iteration 16Q: 3 clusters Score -960307.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -960368.250000 Penalty: 4454.727051
	Iteration 17Q: 3 clusters Score -960368.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -960407.250000 Penalty: 4454.727051
	Iteration 18Q: 3 clusters Score -960407.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -960440.937500 Penalty: 4454.727051
	Iteration 19Q: 3 clusters Score -960440.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -960469.187500 Penalty: 4454.727051
	Iteration 20F: 3 clusters Score -960469.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -960496.000000 Penalty: 4454.727051
	Iteration 21Q: 3 clusters Score -960496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -960520.125000 Penalty: 4454.727051
	Iteration 22Q: 3 clusters Score -960520.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -960543.062500 Penalty: 4454.727051
	Iteration 23Q: 3 clusters Score -960543.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -960562.812500 Penalty: 4454.727051
	Iteration 24Q: 3 clusters Score -960562.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -960577.937500 Penalty: 4454.727051
	Iteration 25Q: 3 clusters Score -960577.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -960589.250000 Penalty: 4454.727051
	Iteration 26Q: 3 clusters Score -960589.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -960600.187500 Penalty: 4454.727051
	Iteration 27Q: 3 clusters Score -960600.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -960603.000000 Penalty: 4454.727051
	Iteration 28Q: 3 clusters Score -960603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -960605.875000 Penalty: 4454.727051
	Iteration 29Q: 3 clusters Score -960605.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -960609.500000 Penalty: 4454.727051
	Iteration 30Q: 3 clusters Score -960609.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -960608.375000 Penalty: 4454.727051
	Iteration 31Q: 3 clusters Score -960608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -960609.000000 Penalty: 4454.727051
	Iteration 32Q: 3 clusters Score -960609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -960609.375000 Penalty: 4454.727051
	Iteration 33Q: 3 clusters Score -960609.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -960610.312500 Penalty: 4454.727051
	Iteration 34Q: 3 clusters Score -960610.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -960610.312500 Penalty: 4454.727051
	Iteration 35F: 3 clusters Score -960610.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (135222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135222 members 
Entering Unmasked Estep 
Score: -16417495.000000 Penalty: 2930.039062
	Iteration 0F: 2 clusters Score -1.64175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67690 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -16326860.000000 Penalty: 5860.078125
	Iteration 0F: 3 clusters Score -1.632686e+07 nChanged 64777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
Score: -16364070.000000 Penalty: 5860.078125
	Iteration 1F: 3 clusters Score -1.636407e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -16364884.000000 Penalty: 5860.078125
	Iteration 2Q: 3 clusters Score -1.636488e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71669 members 
Mstep: Class 2 contains 63553 members 
Entering Unmasked Estep 
Score: -16365897.000000 Penalty: 5860.078125
	Iteration 3Q: 3 clusters Score -1.63659e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -16367119.000000 Penalty: 5860.078125
	Iteration 4Q: 3 clusters Score -1.636712e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -16369027.000000 Penalty: 5860.078125
	Iteration 5Q: 3 clusters Score -1.636903e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -16371933.000000 Penalty: 5860.078125
	Iteration 6Q: 3 clusters Score -1.637193e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90996 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -16376821.000000 Penalty: 5860.078125
	Iteration 7F: 3 clusters Score -1.637682e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -16384527.000000 Penalty: 5860.078125
	Iteration 8F: 3 clusters Score -1.638453e+07 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111674 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -16393964.000000 Penalty: 5860.078125
	Iteration 9F: 3 clusters Score -1.639396e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121272 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -16402900.000000 Penalty: 5860.078125
	Iteration 10F: 3 clusters Score -1.64029e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127846 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -16409026.000000 Penalty: 5860.078125
	Iteration 11Q: 3 clusters Score -1.640903e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131432 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -16412166.000000 Penalty: 5860.078125
	Iteration 12Q: 3 clusters Score -1.641217e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133112 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -16413723.000000 Penalty: 5860.078125
	Iteration 13Q: 3 clusters Score -1.641372e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133825 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -16414388.000000 Penalty: 5860.078125
	Iteration 14Q: 3 clusters Score -1.641439e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134119 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -16414694.000000 Penalty: 5860.078125
	Iteration 15Q: 3 clusters Score -1.641469e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134252 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -16414817.000000 Penalty: 5860.078125
	Iteration 16Q: 3 clusters Score -1.641482e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134339 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -16414927.000000 Penalty: 5860.078125
	Iteration 17Q: 3 clusters Score -1.641493e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134392 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16414975.000000 Penalty: 5860.078125
	Iteration 18Q: 3 clusters Score -1.641498e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134425 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -16415011.000000 Penalty: 5860.078125
	Iteration 19Q: 3 clusters Score -1.641501e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134456 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -16415070.000000 Penalty: 5860.078125
	Iteration 20F: 3 clusters Score -1.641507e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134476 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -16415088.000000 Penalty: 5860.078125
	Iteration 21Q: 3 clusters Score -1.641509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134488 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -16415124.000000 Penalty: 5860.078125
	Iteration 22Q: 3 clusters Score -1.641512e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134505 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -16415145.000000 Penalty: 5860.078125
	Iteration 23Q: 3 clusters Score -1.641514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134514 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16415147.000000 Penalty: 5860.078125
	Iteration 24Q: 3 clusters Score -1.641515e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134526 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -16415157.000000 Penalty: 5860.078125
	Iteration 25Q: 3 clusters Score -1.641516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134535 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -16415167.000000 Penalty: 5860.078125
	Iteration 26Q: 3 clusters Score -1.641517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134537 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -16415176.000000 Penalty: 5860.078125
	Iteration 27Q: 3 clusters Score -1.641518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134543 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -16415184.000000 Penalty: 5860.078125
	Iteration 28Q: 3 clusters Score -1.641518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134548 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -16415189.000000 Penalty: 5860.078125
	Iteration 29Q: 3 clusters Score -1.641519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134548 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -16415184.000000 Penalty: 5860.078125
	Iteration 30Q: 3 clusters Score -1.641518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134550 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -16415186.000000 Penalty: 5860.078125
	Iteration 31Q: 3 clusters Score -1.641519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134554 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -16415192.000000 Penalty: 5860.078125
	Iteration 32Q: 3 clusters Score -1.641519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134557 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -16415181.000000 Penalty: 5860.078125
	Iteration 33Q: 3 clusters Score -1.641518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134562 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -16415200.000000 Penalty: 5860.078125
	Iteration 34Q: 3 clusters Score -1.64152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134566 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -16415208.000000 Penalty: 5860.078125
	Iteration 35Q: 3 clusters Score -1.641521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134567 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -16415210.000000 Penalty: 5860.078125
	Iteration 36Q: 3 clusters Score -1.641521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134568 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -16415210.000000 Penalty: 5860.078125
	Iteration 37Q: 3 clusters Score -1.641521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134568 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -16415210.000000 Penalty: 5860.078125
	Iteration 38F: 3 clusters Score -1.641521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Entering Unmasked Estep 
Score: -596312.375000 Penalty: 2117.369385
	Iteration 0F: 2 clusters Score -596312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -591822.250000 Penalty: 4234.738770
	Iteration 0F: 3 clusters Score -591822.2 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -593204.750000 Penalty: 4234.738770
	Iteration 1F: 3 clusters Score -593204.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -593779.312500 Penalty: 4234.738770
	Iteration 2F: 3 clusters Score -593779.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -594258.000000 Penalty: 4234.738770
	Iteration 3F: 3 clusters Score -594258 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -594568.625000 Penalty: 4234.738770
	Iteration 4F: 3 clusters Score -594568.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -594760.562500 Penalty: 4234.738770
	Iteration 5F: 3 clusters Score -594760.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -594861.125000 Penalty: 4234.738770
	Iteration 6Q: 3 clusters Score -594861.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -594920.875000 Penalty: 4234.738770
	Iteration 7Q: 3 clusters Score -594920.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -594957.312500 Penalty: 4234.738770
	Iteration 8Q: 3 clusters Score -594957.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -594984.937500 Penalty: 4234.738770
	Iteration 9Q: 3 clusters Score -594984.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -595005.000000 Penalty: 4234.738770
	Iteration 10Q: 3 clusters Score -595005 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -595017.875000 Penalty: 4234.738770
	Iteration 11Q: 3 clusters Score -595017.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -595029.625000 Penalty: 4234.738770
	Iteration 12Q: 3 clusters Score -595029.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -595036.500000 Penalty: 4234.738770
	Iteration 13Q: 3 clusters Score -595036.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -595043.500000 Penalty: 4234.738770
	Iteration 14Q: 3 clusters Score -595043.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -595047.625000 Penalty: 4234.738770
	Iteration 15Q: 3 clusters Score -595047.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -595050.000000 Penalty: 4234.738770
	Iteration 16Q: 3 clusters Score -595050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -595050.937500 Penalty: 4234.738770
	Iteration 17Q: 3 clusters Score -595050.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -595053.312500 Penalty: 4234.738770
	Iteration 18Q: 3 clusters Score -595053.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -595054.750000 Penalty: 4234.738770
	Iteration 19Q: 3 clusters Score -595054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -595056.562500 Penalty: 4234.738770
	Iteration 20F: 3 clusters Score -595056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -595056.500000 Penalty: 4234.738770
	Iteration 21Q: 3 clusters Score -595056.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -595057.312500 Penalty: 4234.738770
	Iteration 22Q: 3 clusters Score -595057.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -595057.312500 Penalty: 4234.738770
	Iteration 23F: 3 clusters Score -595057.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Entering Unmasked Estep 
Score: -1944785.875000 Penalty: 2393.379150
	Iteration 0F: 2 clusters Score -1944786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1933556.250000 Penalty: 4786.758301
	Iteration 0F: 3 clusters Score -1933556 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1937071.875000 Penalty: 4786.758301
	Iteration 1F: 3 clusters Score -1937072 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1937364.000000 Penalty: 4786.758301
	Iteration 2F: 3 clusters Score -1937364 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1937597.250000 Penalty: 4786.758301
	Iteration 3Q: 3 clusters Score -1937597 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1937785.250000 Penalty: 4786.758301
	Iteration 4Q: 3 clusters Score -1937785 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1937936.500000 Penalty: 4786.758301
	Iteration 5Q: 3 clusters Score -1937936 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1938075.250000 Penalty: 4786.758301
	Iteration 6Q: 3 clusters Score -1938075 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1938196.500000 Penalty: 4786.758301
	Iteration 7Q: 3 clusters Score -1938196 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1938312.125000 Penalty: 4786.758301
	Iteration 8Q: 3 clusters Score -1938312 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1938439.750000 Penalty: 4786.758301
	Iteration 9Q: 3 clusters Score -1938440 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1938623.375000 Penalty: 4786.758301
	Iteration 10Q: 3 clusters Score -1938623 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1938893.250000 Penalty: 4786.758301
	Iteration 11Q: 3 clusters Score -1938893 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1939252.125000 Penalty: 4786.758301
	Iteration 12Q: 3 clusters Score -1939252 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1939746.625000 Penalty: 4786.758301
	Iteration 13Q: 3 clusters Score -1939747 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1940373.875000 Penalty: 4786.758301
	Iteration 14F: 3 clusters Score -1940374 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1941057.375000 Penalty: 4786.758301
	Iteration 15F: 3 clusters Score -1941057 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1941607.250000 Penalty: 4786.758301
	Iteration 16Q: 3 clusters Score -1941607 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1942004.500000 Penalty: 4786.758301
	Iteration 17Q: 3 clusters Score -1942004 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1942238.250000 Penalty: 4786.758301
	Iteration 18Q: 3 clusters Score -1942238 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1942377.875000 Penalty: 4786.758301
	Iteration 19Q: 3 clusters Score -1942378 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1942493.375000 Penalty: 4786.758301
	Iteration 20F: 3 clusters Score -1942493 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1942551.375000 Penalty: 4786.758301
	Iteration 21Q: 3 clusters Score -1942551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1942594.250000 Penalty: 4786.758301
	Iteration 22Q: 3 clusters Score -1942594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1942624.250000 Penalty: 4786.758301
	Iteration 23Q: 3 clusters Score -1942624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1942656.125000 Penalty: 4786.758301
	Iteration 24Q: 3 clusters Score -1942656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1942674.750000 Penalty: 4786.758301
	Iteration 25Q: 3 clusters Score -1942675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1942687.750000 Penalty: 4786.758301
	Iteration 26Q: 3 clusters Score -1942688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1942697.875000 Penalty: 4786.758301
	Iteration 27Q: 3 clusters Score -1942698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1942704.750000 Penalty: 4786.758301
	Iteration 28Q: 3 clusters Score -1942705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1942704.750000 Penalty: 4786.758301
	Iteration 29Q: 3 clusters Score -1942705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1942704.750000 Penalty: 4786.758301
	Iteration 30F: 3 clusters Score -1942705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -251847.296875 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -251847.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -249086.875000 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -249086.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -249525.359375 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -249525.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -249635.906250 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -249635.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -249686.937500 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -249686.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -249734.937500 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -249734.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -249779.328125 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -249779.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -249817.000000 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -249817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -249842.265625 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -249842.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -249862.046875 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -249862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -249878.281250 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -249878.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -249894.421875 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -249894.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -249910.484375 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -249910.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -249920.765625 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -249920.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -249931.281250 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -249931.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -249940.406250 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -249940.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -249951.187500 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -249951.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -249958.796875 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -249958.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -249970.187500 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -249970.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -249978.453125 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -249978.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -249984.156250 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -249984.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -249989.140625 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -249989.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -249993.562500 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -249993.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -249996.343750 Penalty: 3810.511230
	Iteration 22Q: 3 clusters Score -249996.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -249998.109375 Penalty: 3810.511230
	Iteration 23Q: 3 clusters Score -249998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -250003.906250 Penalty: 3810.511230
	Iteration 24Q: 3 clusters Score -250003.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -250014.812500 Penalty: 3810.511230
	Iteration 25Q: 3 clusters Score -250014.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -250025.984375 Penalty: 3810.511230
	Iteration 26Q: 3 clusters Score -250026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -250035.203125 Penalty: 3810.511230
	Iteration 27Q: 3 clusters Score -250035.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -250040.468750 Penalty: 3810.511230
	Iteration 28Q: 3 clusters Score -250040.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -250045.421875 Penalty: 3810.511230
	Iteration 29Q: 3 clusters Score -250045.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -250049.406250 Penalty: 3810.511230
	Iteration 30Q: 3 clusters Score -250049.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -250053.546875 Penalty: 3810.511230
	Iteration 31Q: 3 clusters Score -250053.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -250056.140625 Penalty: 3810.511230
	Iteration 32Q: 3 clusters Score -250056.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -250060.734375 Penalty: 3810.511230
	Iteration 33Q: 3 clusters Score -250060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -250062.593750 Penalty: 3810.511230
	Iteration 34Q: 3 clusters Score -250062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -250064.968750 Penalty: 3810.511230
	Iteration 35Q: 3 clusters Score -250065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -250070.093750 Penalty: 3810.511230
	Iteration 36Q: 3 clusters Score -250070.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -250074.843750 Penalty: 3810.511230
	Iteration 37Q: 3 clusters Score -250074.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -250079.546875 Penalty: 3810.511230
	Iteration 38Q: 3 clusters Score -250079.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -250083.593750 Penalty: 3810.511230
	Iteration 39Q: 3 clusters Score -250083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -250086.296875 Penalty: 3810.511230
	Iteration 40F: 3 clusters Score -250086.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -250089.031250 Penalty: 3810.511230
	Iteration 41Q: 3 clusters Score -250089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -250091.984375 Penalty: 3810.511230
	Iteration 42Q: 3 clusters Score -250092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -250092.828125 Penalty: 3810.511230
	Iteration 43Q: 3 clusters Score -250092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -250094.312500 Penalty: 3810.511230
	Iteration 44Q: 3 clusters Score -250094.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -250097.093750 Penalty: 3810.511230
	Iteration 45Q: 3 clusters Score -250097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -250099.562500 Penalty: 3810.511230
	Iteration 46Q: 3 clusters Score -250099.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -250102.156250 Penalty: 3810.511230
	Iteration 47Q: 3 clusters Score -250102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -250102.515625 Penalty: 3810.511230
	Iteration 48Q: 3 clusters Score -250102.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -250103.343750 Penalty: 3810.511230
	Iteration 49Q: 3 clusters Score -250103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -250103.343750 Penalty: 3810.511230
	Iteration 50F: 3 clusters Score -250103.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -147465.187500 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -147465.2 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 755 members 
Entering Unmasked Estep 
Score: -145230.234375 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -145230.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -145707.562500 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -145707.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -145935.812500 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -145935.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -146103.109375 Penalty: 3633.927002
	Iteration 3F: 3 clusters Score -146103.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -146230.500000 Penalty: 3633.927002
	Iteration 4F: 3 clusters Score -146230.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -146325.562500 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -146325.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -146404.828125 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -146404.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -146460.109375 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -146460.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -146513.531250 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -146513.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -146549.843750 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -146549.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -146579.109375 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -146579.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -146612.859375 Penalty: 3633.927002
	Iteration 11Q: 3 clusters Score -146612.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -146666.703125 Penalty: 3633.927002
	Iteration 12Q: 3 clusters Score -146666.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -146729.625000 Penalty: 3633.927002
	Iteration 13Q: 3 clusters Score -146729.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -146778.656250 Penalty: 3633.927002
	Iteration 14Q: 3 clusters Score -146778.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -146809.546875 Penalty: 3633.927002
	Iteration 15Q: 3 clusters Score -146809.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -146836.171875 Penalty: 3633.927002
	Iteration 16Q: 3 clusters Score -146836.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -146847.390625 Penalty: 3633.927002
	Iteration 17Q: 3 clusters Score -146847.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -146856.187500 Penalty: 3633.927002
	Iteration 18Q: 3 clusters Score -146856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -146860.640625 Penalty: 3633.927002
	Iteration 19Q: 3 clusters Score -146860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -146871.531250 Penalty: 3633.927002
	Iteration 20F: 3 clusters Score -146871.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -146882.109375 Penalty: 3633.927002
	Iteration 21Q: 3 clusters Score -146882.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -146896.031250 Penalty: 3633.927002
	Iteration 22Q: 3 clusters Score -146896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -146918.984375 Penalty: 3633.927002
	Iteration 23Q: 3 clusters Score -146919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -146935.671875 Penalty: 3633.927002
	Iteration 24Q: 3 clusters Score -146935.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -146941.546875 Penalty: 3633.927002
	Iteration 25Q: 3 clusters Score -146941.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -146945.390625 Penalty: 3633.927002
	Iteration 26Q: 3 clusters Score -146945.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -146949.281250 Penalty: 3633.927002
	Iteration 27Q: 3 clusters Score -146949.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -146953.890625 Penalty: 3633.927002
	Iteration 28Q: 3 clusters Score -146953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -146955.906250 Penalty: 3633.927002
	Iteration 29Q: 3 clusters Score -146955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -146958.203125 Penalty: 3633.927002
	Iteration 30Q: 3 clusters Score -146958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -146959.796875 Penalty: 3633.927002
	Iteration 31Q: 3 clusters Score -146959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -146962.343750 Penalty: 3633.927002
	Iteration 32Q: 3 clusters Score -146962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -146965.421875 Penalty: 3633.927002
	Iteration 33Q: 3 clusters Score -146965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -146966.140625 Penalty: 3633.927002
	Iteration 34Q: 3 clusters Score -146966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -146966.140625 Penalty: 3633.927002
	Iteration 35F: 3 clusters Score -146966.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Entering Unmasked Estep 
Score: -907424.500000 Penalty: 2215.286865
	Iteration 0F: 2 clusters Score -907424.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -901244.125000 Penalty: 4430.573730
	Iteration 0F: 3 clusters Score -901244.1 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -902980.187500 Penalty: 4430.573730
	Iteration 1F: 3 clusters Score -902980.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -903253.687500 Penalty: 4430.573730
	Iteration 2F: 3 clusters Score -903253.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -903452.750000 Penalty: 4430.573730
	Iteration 3F: 3 clusters Score -903452.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -903623.000000 Penalty: 4430.573730
	Iteration 4Q: 3 clusters Score -903623 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -903764.375000 Penalty: 4430.573730
	Iteration 5Q: 3 clusters Score -903764.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -903910.000000 Penalty: 4430.573730
	Iteration 6Q: 3 clusters Score -903910 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -904081.375000 Penalty: 4430.573730
	Iteration 7Q: 3 clusters Score -904081.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -904268.812500 Penalty: 4430.573730
	Iteration 8Q: 3 clusters Score -904268.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -904468.125000 Penalty: 4430.573730
	Iteration 9Q: 3 clusters Score -904468.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -904686.562500 Penalty: 4430.573730
	Iteration 10Q: 3 clusters Score -904686.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -904878.125000 Penalty: 4430.573730
	Iteration 11Q: 3 clusters Score -904878.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -905024.937500 Penalty: 4430.573730
	Iteration 12Q: 3 clusters Score -905024.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -905135.562500 Penalty: 4430.573730
	Iteration 13Q: 3 clusters Score -905135.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -905218.125000 Penalty: 4430.573730
	Iteration 14Q: 3 clusters Score -905218.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -905296.937500 Penalty: 4430.573730
	Iteration 15Q: 3 clusters Score -905296.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -905378.437500 Penalty: 4430.573730
	Iteration 16Q: 3 clusters Score -905378.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -905434.125000 Penalty: 4430.573730
	Iteration 17Q: 3 clusters Score -905434.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -905468.625000 Penalty: 4430.573730
	Iteration 18Q: 3 clusters Score -905468.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -905495.875000 Penalty: 4430.573730
	Iteration 19Q: 3 clusters Score -905495.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -905509.750000 Penalty: 4430.573730
	Iteration 20F: 3 clusters Score -905509.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -905522.750000 Penalty: 4430.573730
	Iteration 21Q: 3 clusters Score -905522.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -905535.812500 Penalty: 4430.573730
	Iteration 22Q: 3 clusters Score -905535.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -905543.562500 Penalty: 4430.573730
	Iteration 23Q: 3 clusters Score -905543.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -905552.750000 Penalty: 4430.573730
	Iteration 24Q: 3 clusters Score -905552.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -905559.562500 Penalty: 4430.573730
	Iteration 25Q: 3 clusters Score -905559.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -905568.750000 Penalty: 4430.573730
	Iteration 26Q: 3 clusters Score -905568.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -905574.687500 Penalty: 4430.573730
	Iteration 27Q: 3 clusters Score -905574.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -905584.687500 Penalty: 4430.573730
	Iteration 28Q: 3 clusters Score -905584.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -905589.437500 Penalty: 4430.573730
	Iteration 29Q: 3 clusters Score -905589.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -905597.187500 Penalty: 4430.573730
	Iteration 30Q: 3 clusters Score -905597.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -905600.937500 Penalty: 4430.573730
	Iteration 31Q: 3 clusters Score -905600.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -905607.312500 Penalty: 4430.573730
	Iteration 32Q: 3 clusters Score -905607.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -905613.937500 Penalty: 4430.573730
	Iteration 33Q: 3 clusters Score -905613.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -905616.937500 Penalty: 4430.573730
	Iteration 34Q: 3 clusters Score -905616.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -905622.812500 Penalty: 4430.573730
	Iteration 35Q: 3 clusters Score -905622.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -905627.562500 Penalty: 4430.573730
	Iteration 36Q: 3 clusters Score -905627.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -905627.812500 Penalty: 4430.573730
	Iteration 37Q: 3 clusters Score -905627.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -905630.687500 Penalty: 4430.573730
	Iteration 38Q: 3 clusters Score -905630.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -905629.312500 Penalty: 4430.573730
	Iteration 39Q: 3 clusters Score -905629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -905629.312500 Penalty: 4430.573730
	Iteration 40F: 3 clusters Score -905629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -372867.437500 Penalty: 1997.521606
	Iteration 0F: 2 clusters Score -372867.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -369516.625000 Penalty: 3995.043213
	Iteration 0F: 3 clusters Score -369516.6 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -370208.562500 Penalty: 3995.043213
	Iteration 1F: 3 clusters Score -370208.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -370405.875000 Penalty: 3995.043213
	Iteration 2F: 3 clusters Score -370405.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -370486.031250 Penalty: 3995.043213
	Iteration 3Q: 3 clusters Score -370486 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -370545.406250 Penalty: 3995.043213
	Iteration 4Q: 3 clusters Score -370545.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -370588.593750 Penalty: 3995.043213
	Iteration 5Q: 3 clusters Score -370588.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -370624.687500 Penalty: 3995.043213
	Iteration 6Q: 3 clusters Score -370624.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -370652.218750 Penalty: 3995.043213
	Iteration 7Q: 3 clusters Score -370652.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -370672.093750 Penalty: 3995.043213
	Iteration 8Q: 3 clusters Score -370672.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -370686.875000 Penalty: 3995.043213
	Iteration 9Q: 3 clusters Score -370686.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -370701.093750 Penalty: 3995.043213
	Iteration 10Q: 3 clusters Score -370701.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -370722.718750 Penalty: 3995.043213
	Iteration 11Q: 3 clusters Score -370722.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -370744.312500 Penalty: 3995.043213
	Iteration 12Q: 3 clusters Score -370744.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -370764.093750 Penalty: 3995.043213
	Iteration 13Q: 3 clusters Score -370764.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -370789.000000 Penalty: 3995.043213
	Iteration 14Q: 3 clusters Score -370789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -370806.718750 Penalty: 3995.043213
	Iteration 15Q: 3 clusters Score -370806.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -370830.031250 Penalty: 3995.043213
	Iteration 16Q: 3 clusters Score -370830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -370855.968750 Penalty: 3995.043213
	Iteration 17Q: 3 clusters Score -370856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -370882.062500 Penalty: 3995.043213
	Iteration 18Q: 3 clusters Score -370882.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -370912.500000 Penalty: 3995.043213
	Iteration 19Q: 3 clusters Score -370912.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -370932.125000 Penalty: 3995.043213
	Iteration 20F: 3 clusters Score -370932.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -370952.687500 Penalty: 3995.043213
	Iteration 21Q: 3 clusters Score -370952.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -370973.437500 Penalty: 3995.043213
	Iteration 22Q: 3 clusters Score -370973.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -370988.625000 Penalty: 3995.043213
	Iteration 23Q: 3 clusters Score -370988.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -371000.500000 Penalty: 3995.043213
	Iteration 24Q: 3 clusters Score -371000.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -371009.875000 Penalty: 3995.043213
	Iteration 25Q: 3 clusters Score -371009.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -371016.500000 Penalty: 3995.043213
	Iteration 26Q: 3 clusters Score -371016.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -371018.906250 Penalty: 3995.043213
	Iteration 27Q: 3 clusters Score -371018.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -371023.687500 Penalty: 3995.043213
	Iteration 28Q: 3 clusters Score -371023.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -371026.468750 Penalty: 3995.043213
	Iteration 29Q: 3 clusters Score -371026.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -371029.281250 Penalty: 3995.043213
	Iteration 30Q: 3 clusters Score -371029.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -371031.125000 Penalty: 3995.043213
	Iteration 31Q: 3 clusters Score -371031.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -371034.781250 Penalty: 3995.043213
	Iteration 32Q: 3 clusters Score -371034.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -371038.031250 Penalty: 3995.043213
	Iteration 33Q: 3 clusters Score -371038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -371045.218750 Penalty: 3995.043213
	Iteration 34Q: 3 clusters Score -371045.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -371050.031250 Penalty: 3995.043213
	Iteration 35Q: 3 clusters Score -371050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -371056.687500 Penalty: 3995.043213
	Iteration 36Q: 3 clusters Score -371056.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -371060.687500 Penalty: 3995.043213
	Iteration 37Q: 3 clusters Score -371060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -371065.125000 Penalty: 3995.043213
	Iteration 38Q: 3 clusters Score -371065.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -371069.031250 Penalty: 3995.043213
	Iteration 39Q: 3 clusters Score -371069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -371071.812500 Penalty: 3995.043213
	Iteration 40F: 3 clusters Score -371071.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -371077.343750 Penalty: 3995.043213
	Iteration 41Q: 3 clusters Score -371077.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -371083.250000 Penalty: 3995.043213
	Iteration 42Q: 3 clusters Score -371083.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -371087.406250 Penalty: 3995.043213
	Iteration 43Q: 3 clusters Score -371087.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -371091.468750 Penalty: 3995.043213
	Iteration 44Q: 3 clusters Score -371091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -371093.156250 Penalty: 3995.043213
	Iteration 45Q: 3 clusters Score -371093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -371096.718750 Penalty: 3995.043213
	Iteration 46Q: 3 clusters Score -371096.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -371098.562500 Penalty: 3995.043213
	Iteration 47Q: 3 clusters Score -371098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -371103.937500 Penalty: 3995.043213
	Iteration 48Q: 3 clusters Score -371103.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -371108.437500 Penalty: 3995.043213
	Iteration 49Q: 3 clusters Score -371108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -371112.468750 Penalty: 3995.043213
	Iteration 50Q: 3 clusters Score -371112.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -371117.687500 Penalty: 3995.043213
	Iteration 51Q: 3 clusters Score -371117.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -371118.750000 Penalty: 3995.043213
	Iteration 52Q: 3 clusters Score -371118.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -371118.906250 Penalty: 3995.043213
	Iteration 53Q: 3 clusters Score -371118.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -371120.031250 Penalty: 3995.043213
	Iteration 54Q: 3 clusters Score -371120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -371120.031250 Penalty: 3995.043213
	Iteration 55F: 3 clusters Score -371120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Entering Unmasked Estep 
Score: -665509.312500 Penalty: 2129.321289
	Iteration 0F: 2 clusters Score -665509.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -660798.062500 Penalty: 4258.642578
	Iteration 0F: 3 clusters Score -660798.1 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -661986.000000 Penalty: 4258.642578
	Iteration 1F: 3 clusters Score -661986 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -662265.125000 Penalty: 4258.642578
	Iteration 2F: 3 clusters Score -662265.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -662484.937500 Penalty: 4258.642578
	Iteration 3F: 3 clusters Score -662484.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -662708.375000 Penalty: 4258.642578
	Iteration 4F: 3 clusters Score -662708.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -662915.375000 Penalty: 4258.642578
	Iteration 5Q: 3 clusters Score -662915.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -663140.437500 Penalty: 4258.642578
	Iteration 6F: 3 clusters Score -663140.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -663353.500000 Penalty: 4258.642578
	Iteration 7F: 3 clusters Score -663353.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -663536.937500 Penalty: 4258.642578
	Iteration 8Q: 3 clusters Score -663536.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -663690.750000 Penalty: 4258.642578
	Iteration 9Q: 3 clusters Score -663690.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -663820.250000 Penalty: 4258.642578
	Iteration 10Q: 3 clusters Score -663820.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -663920.500000 Penalty: 4258.642578
	Iteration 11Q: 3 clusters Score -663920.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -663998.437500 Penalty: 4258.642578
	Iteration 12Q: 3 clusters Score -663998.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -664066.062500 Penalty: 4258.642578
	Iteration 13Q: 3 clusters Score -664066.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -664118.687500 Penalty: 4258.642578
	Iteration 14Q: 3 clusters Score -664118.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -664150.812500 Penalty: 4258.642578
	Iteration 15Q: 3 clusters Score -664150.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -664176.000000 Penalty: 4258.642578
	Iteration 16Q: 3 clusters Score -664176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -664194.875000 Penalty: 4258.642578
	Iteration 17Q: 3 clusters Score -664194.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -664215.375000 Penalty: 4258.642578
	Iteration 18Q: 3 clusters Score -664215.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -664240.687500 Penalty: 4258.642578
	Iteration 19Q: 3 clusters Score -664240.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -664260.062500 Penalty: 4258.642578
	Iteration 20F: 3 clusters Score -664260.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -664267.500000 Penalty: 4258.642578
	Iteration 21Q: 3 clusters Score -664267.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -664277.187500 Penalty: 4258.642578
	Iteration 22Q: 3 clusters Score -664277.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -664281.312500 Penalty: 4258.642578
	Iteration 23Q: 3 clusters Score -664281.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -664287.187500 Penalty: 4258.642578
	Iteration 24Q: 3 clusters Score -664287.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -664291.562500 Penalty: 4258.642578
	Iteration 25Q: 3 clusters Score -664291.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -664294.937500 Penalty: 4258.642578
	Iteration 26Q: 3 clusters Score -664294.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -664297.562500 Penalty: 4258.642578
	Iteration 27Q: 3 clusters Score -664297.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -664297.937500 Penalty: 4258.642578
	Iteration 28Q: 3 clusters Score -664297.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -664300.062500 Penalty: 4258.642578
	Iteration 29Q: 3 clusters Score -664300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -664301.937500 Penalty: 4258.642578
	Iteration 30Q: 3 clusters Score -664301.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -664303.375000 Penalty: 4258.642578
	Iteration 31Q: 3 clusters Score -664303.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -664304.812500 Penalty: 4258.642578
	Iteration 32Q: 3 clusters Score -664304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -664305.687500 Penalty: 4258.642578
	Iteration 33Q: 3 clusters Score -664305.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -664308.625000 Penalty: 4258.642578
	Iteration 34Q: 3 clusters Score -664308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -664309.562500 Penalty: 4258.642578
	Iteration 35Q: 3 clusters Score -664309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -664309.062500 Penalty: 4258.642578
	Iteration 36Q: 3 clusters Score -664309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -664309.812500 Penalty: 4258.642578
	Iteration 37Q: 3 clusters Score -664309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -664308.625000 Penalty: 4258.642578
	Iteration 38Q: 3 clusters Score -664308.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -664312.062500 Penalty: 4258.642578
	Iteration 39Q: 3 clusters Score -664312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -664312.062500 Penalty: 4258.642578
	Iteration 40F: 3 clusters Score -664312.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (96227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Entering Unmasked Estep 
Score: -11716705.000000 Penalty: 2845.667480
	Iteration 0F: 2 clusters Score -1.17167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -11652648.000000 Penalty: 5691.334961
	Iteration 0F: 3 clusters Score -1.165265e+07 nChanged 45417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -11678482.000000 Penalty: 5691.334961
	Iteration 1F: 3 clusters Score -1.167848e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -11679720.000000 Penalty: 5691.334961
	Iteration 2Q: 3 clusters Score -1.167972e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -11681292.000000 Penalty: 5691.334961
	Iteration 3Q: 3 clusters Score -1.168129e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -11683570.000000 Penalty: 5691.334961
	Iteration 4F: 3 clusters Score -1.168357e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -11686950.000000 Penalty: 5691.334961
	Iteration 5F: 3 clusters Score -1.168695e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 68382 members 
Entering Unmasked Estep 
Score: -11691653.000000 Penalty: 5691.334961
	Iteration 6F: 3 clusters Score -1.169165e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -11697654.000000 Penalty: 5691.334961
	Iteration 7F: 3 clusters Score -1.169765e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 82592 members 
Entering Unmasked Estep 
Score: -11703944.000000 Penalty: 5691.334961
	Iteration 8F: 3 clusters Score -1.170394e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -11709017.000000 Penalty: 5691.334961
	Iteration 9F: 3 clusters Score -1.170902e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -11712399.000000 Penalty: 5691.334961
	Iteration 10Q: 3 clusters Score -1.17124e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 93333 members 
Entering Unmasked Estep 
Score: -11714114.000000 Penalty: 5691.334961
	Iteration 11Q: 3 clusters Score -1.171411e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 94038 members 
Entering Unmasked Estep 
Score: -11715119.000000 Penalty: 5691.334961
	Iteration 12Q: 3 clusters Score -1.171512e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -11715787.000000 Penalty: 5691.334961
	Iteration 13Q: 3 clusters Score -1.171579e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 94565 members 
Entering Unmasked Estep 
Score: -11716086.000000 Penalty: 5691.334961
	Iteration 14Q: 3 clusters Score -1.171609e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 94666 members 
Entering Unmasked Estep 
Score: -11716207.000000 Penalty: 5691.334961
	Iteration 15Q: 3 clusters Score -1.171621e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 94731 members 
Entering Unmasked Estep 
Score: -11716262.000000 Penalty: 5691.334961
	Iteration 16Q: 3 clusters Score -1.171626e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -11716308.000000 Penalty: 5691.334961
	Iteration 17Q: 3 clusters Score -1.171631e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 94831 members 
Entering Unmasked Estep 
Score: -11716331.000000 Penalty: 5691.334961
	Iteration 18Q: 3 clusters Score -1.171633e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -11716350.000000 Penalty: 5691.334961
	Iteration 19Q: 3 clusters Score -1.171635e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -11716352.000000 Penalty: 5691.334961
	Iteration 20F: 3 clusters Score -1.171635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -11716363.000000 Penalty: 5691.334961
	Iteration 21Q: 3 clusters Score -1.171636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -11716374.000000 Penalty: 5691.334961
	Iteration 22Q: 3 clusters Score -1.171637e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 94921 members 
Entering Unmasked Estep 
Score: -11716384.000000 Penalty: 5691.334961
	Iteration 23Q: 3 clusters Score -1.171638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 94928 members 
Entering Unmasked Estep 
Score: -11716398.000000 Penalty: 5691.334961
	Iteration 24Q: 3 clusters Score -1.17164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 94933 members 
Entering Unmasked Estep 
Score: -11716401.000000 Penalty: 5691.334961
	Iteration 25Q: 3 clusters Score -1.17164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 94933 members 
Entering Unmasked Estep 
Score: -11716397.000000 Penalty: 5691.334961
	Iteration 26Q: 3 clusters Score -1.17164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 94935 members 
Entering Unmasked Estep 
Score: -11716403.000000 Penalty: 5691.334961
	Iteration 27Q: 3 clusters Score -1.17164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 94937 members 
Entering Unmasked Estep 
Score: -11716405.000000 Penalty: 5691.334961
	Iteration 28Q: 3 clusters Score -1.17164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 94940 members 
Entering Unmasked Estep 
Score: -11716412.000000 Penalty: 5691.334961
	Iteration 29Q: 3 clusters Score -1.171641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -11716400.000000 Penalty: 5691.334961
	Iteration 30Q: 3 clusters Score -1.17164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -11716400.000000 Penalty: 5691.334961
	Iteration 31F: 3 clusters Score -1.17164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -127127.429688 Penalty: 1743.433350
	Iteration 0F: 2 clusters Score -127127.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -125072.281250 Penalty: 3486.866699
	Iteration 0F: 3 clusters Score -125072.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125402.640625 Penalty: 3486.866699
	Iteration 1F: 3 clusters Score -125402.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125523.398438 Penalty: 3486.866699
	Iteration 2F: 3 clusters Score -125523.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -125581.039062 Penalty: 3486.866699
	Iteration 3Q: 3 clusters Score -125581 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -125623.140625 Penalty: 3486.866699
	Iteration 4Q: 3 clusters Score -125623.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125652.242188 Penalty: 3486.866699
	Iteration 5Q: 3 clusters Score -125652.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -125682.593750 Penalty: 3486.866699
	Iteration 6Q: 3 clusters Score -125682.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125708.718750 Penalty: 3486.866699
	Iteration 7Q: 3 clusters Score -125708.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -125738.234375 Penalty: 3486.866699
	Iteration 8Q: 3 clusters Score -125738.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -125760.015625 Penalty: 3486.866699
	Iteration 9Q: 3 clusters Score -125760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -125793.406250 Penalty: 3486.866699
	Iteration 10Q: 3 clusters Score -125793.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -125838.406250 Penalty: 3486.866699
	Iteration 11Q: 3 clusters Score -125838.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -125877.820312 Penalty: 3486.866699
	Iteration 12Q: 3 clusters Score -125877.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125929.953125 Penalty: 3486.866699
	Iteration 13Q: 3 clusters Score -125930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -125952.656250 Penalty: 3486.866699
	Iteration 14Q: 3 clusters Score -125952.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -125972.671875 Penalty: 3486.866699
	Iteration 15Q: 3 clusters Score -125972.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -125989.828125 Penalty: 3486.866699
	Iteration 16Q: 3 clusters Score -125989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -126009.585938 Penalty: 3486.866699
	Iteration 17Q: 3 clusters Score -126009.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -126023.039062 Penalty: 3486.866699
	Iteration 18Q: 3 clusters Score -126023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -126029.289062 Penalty: 3486.866699
	Iteration 19Q: 3 clusters Score -126029.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -126032.031250 Penalty: 3486.866699
	Iteration 20F: 3 clusters Score -126032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -126035.109375 Penalty: 3486.866699
	Iteration 21Q: 3 clusters Score -126035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -126036.164062 Penalty: 3486.866699
	Iteration 22Q: 3 clusters Score -126036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -126036.164062 Penalty: 3486.866699
	Iteration 23F: 3 clusters Score -126036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Entering Unmasked Estep 
Score: -2570792.250000 Penalty: 2472.681885
	Iteration 0F: 2 clusters Score -2570792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2555737.000000 Penalty: 4945.363770
	Iteration 0F: 3 clusters Score -2555737 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2561100.250000 Penalty: 4945.363770
	Iteration 1F: 3 clusters Score -2561100 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2561684.250000 Penalty: 4945.363770
	Iteration 2F: 3 clusters Score -2561684 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2562321.750000 Penalty: 4945.363770
	Iteration 3F: 3 clusters Score -2562322 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2563172.000000 Penalty: 4945.363770
	Iteration 4F: 3 clusters Score -2563172 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2564167.250000 Penalty: 4945.363770
	Iteration 5F: 3 clusters Score -2564167 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2565261.500000 Penalty: 4945.363770
	Iteration 6F: 3 clusters Score -2565262 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2566407.500000 Penalty: 4945.363770
	Iteration 7F: 3 clusters Score -2566408 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2567365.000000 Penalty: 4945.363770
	Iteration 8F: 3 clusters Score -2567365 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2568134.750000 Penalty: 4945.363770
	Iteration 9Q: 3 clusters Score -2568135 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2568668.750000 Penalty: 4945.363770
	Iteration 10Q: 3 clusters Score -2568669 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2569008.500000 Penalty: 4945.363770
	Iteration 11Q: 3 clusters Score -2569008 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2569255.500000 Penalty: 4945.363770
	Iteration 12Q: 3 clusters Score -2569256 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2569469.500000 Penalty: 4945.363770
	Iteration 13Q: 3 clusters Score -2569470 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2569595.250000 Penalty: 4945.363770
	Iteration 14Q: 3 clusters Score -2569595 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2569660.000000 Penalty: 4945.363770
	Iteration 15Q: 3 clusters Score -2569660 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2569718.750000 Penalty: 4945.363770
	Iteration 16Q: 3 clusters Score -2569719 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2569796.000000 Penalty: 4945.363770
	Iteration 17Q: 3 clusters Score -2569796 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2569846.500000 Penalty: 4945.363770
	Iteration 18Q: 3 clusters Score -2569846 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2569911.000000 Penalty: 4945.363770
	Iteration 19Q: 3 clusters Score -2569911 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2569974.500000 Penalty: 4945.363770
	Iteration 20F: 3 clusters Score -2569974 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2570081.500000 Penalty: 4945.363770
	Iteration 21Q: 3 clusters Score -2570082 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2570166.250000 Penalty: 4945.363770
	Iteration 22Q: 3 clusters Score -2570166 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2570217.500000 Penalty: 4945.363770
	Iteration 23Q: 3 clusters Score -2570218 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2570246.500000 Penalty: 4945.363770
	Iteration 24Q: 3 clusters Score -2570246 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2570276.750000 Penalty: 4945.363770
	Iteration 25Q: 3 clusters Score -2570277 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2570288.750000 Penalty: 4945.363770
	Iteration 26Q: 3 clusters Score -2570289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2570302.250000 Penalty: 4945.363770
	Iteration 27Q: 3 clusters Score -2570302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2570315.250000 Penalty: 4945.363770
	Iteration 28Q: 3 clusters Score -2570315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2570322.250000 Penalty: 4945.363770
	Iteration 29Q: 3 clusters Score -2570322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2570322.000000 Penalty: 4945.363770
	Iteration 30Q: 3 clusters Score -2570322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2570322.750000 Penalty: 4945.363770
	Iteration 31Q: 3 clusters Score -2570323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2570332.500000 Penalty: 4945.363770
	Iteration 32Q: 3 clusters Score -2570332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2570331.250000 Penalty: 4945.363770
	Iteration 33Q: 3 clusters Score -2570331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2570342.000000 Penalty: 4945.363770
	Iteration 34Q: 3 clusters Score -2570342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2570337.500000 Penalty: 4945.363770
	Iteration 35Q: 3 clusters Score -2570338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2570343.500000 Penalty: 4945.363770
	Iteration 36Q: 3 clusters Score -2570344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2570342.000000 Penalty: 4945.363770
	Iteration 37Q: 3 clusters Score -2570342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2570338.000000 Penalty: 4945.363770
	Iteration 38Q: 3 clusters Score -2570338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2570340.250000 Penalty: 4945.363770
	Iteration 39Q: 3 clusters Score -2570340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2570341.000000 Penalty: 4945.363770
	Iteration 40F: 3 clusters Score -2570341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2570340.500000 Penalty: 4945.363770
	Iteration 41Q: 3 clusters Score -2570340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2570340.500000 Penalty: 4945.363770
	Iteration 42F: 3 clusters Score -2570340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -768314.500000 Penalty: 2183.881836
	Iteration 0F: 2 clusters Score -768314.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -762739.812500 Penalty: 4367.763672
	Iteration 0F: 3 clusters Score -762739.8 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -764341.562500 Penalty: 4367.763672
	Iteration 1F: 3 clusters Score -764341.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -764835.562500 Penalty: 4367.763672
	Iteration 2F: 3 clusters Score -764835.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -765258.750000 Penalty: 4367.763672
	Iteration 3F: 3 clusters Score -765258.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -765578.000000 Penalty: 4367.763672
	Iteration 4F: 3 clusters Score -765578 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -765851.500000 Penalty: 4367.763672
	Iteration 5F: 3 clusters Score -765851.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -766087.875000 Penalty: 4367.763672
	Iteration 6Q: 3 clusters Score -766087.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -766288.812500 Penalty: 4367.763672
	Iteration 7Q: 3 clusters Score -766288.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -766460.750000 Penalty: 4367.763672
	Iteration 8Q: 3 clusters Score -766460.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -766621.500000 Penalty: 4367.763672
	Iteration 9Q: 3 clusters Score -766621.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -766774.375000 Penalty: 4367.763672
	Iteration 10Q: 3 clusters Score -766774.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -766952.250000 Penalty: 4367.763672
	Iteration 11Q: 3 clusters Score -766952.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -767121.187500 Penalty: 4367.763672
	Iteration 12Q: 3 clusters Score -767121.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -767273.562500 Penalty: 4367.763672
	Iteration 13Q: 3 clusters Score -767273.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -767376.812500 Penalty: 4367.763672
	Iteration 14Q: 3 clusters Score -767376.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -767447.375000 Penalty: 4367.763672
	Iteration 15Q: 3 clusters Score -767447.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -767482.625000 Penalty: 4367.763672
	Iteration 16Q: 3 clusters Score -767482.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -767514.687500 Penalty: 4367.763672
	Iteration 17Q: 3 clusters Score -767514.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -767536.437500 Penalty: 4367.763672
	Iteration 18Q: 3 clusters Score -767536.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -767551.500000 Penalty: 4367.763672
	Iteration 19Q: 3 clusters Score -767551.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -767561.562500 Penalty: 4367.763672
	Iteration 20F: 3 clusters Score -767561.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -767572.750000 Penalty: 4367.763672
	Iteration 21Q: 3 clusters Score -767572.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -767580.750000 Penalty: 4367.763672
	Iteration 22Q: 3 clusters Score -767580.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -767588.312500 Penalty: 4367.763672
	Iteration 23Q: 3 clusters Score -767588.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -767590.500000 Penalty: 4367.763672
	Iteration 24Q: 3 clusters Score -767590.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -767594.750000 Penalty: 4367.763672
	Iteration 25Q: 3 clusters Score -767594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -767596.562500 Penalty: 4367.763672
	Iteration 26Q: 3 clusters Score -767596.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -767597.875000 Penalty: 4367.763672
	Iteration 27Q: 3 clusters Score -767597.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -767597.875000 Penalty: 4367.763672
	Iteration 28Q: 3 clusters Score -767597.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -767598.187500 Penalty: 4367.763672
	Iteration 29Q: 3 clusters Score -767598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -767599.375000 Penalty: 4367.763672
	Iteration 30Q: 3 clusters Score -767599.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -767599.500000 Penalty: 4367.763672
	Iteration 31Q: 3 clusters Score -767599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -767600.125000 Penalty: 4367.763672
	Iteration 32Q: 3 clusters Score -767600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -767600.250000 Penalty: 4367.763672
	Iteration 33Q: 3 clusters Score -767600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -767600.500000 Penalty: 4367.763672
	Iteration 34Q: 3 clusters Score -767600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -767601.062500 Penalty: 4367.763672
	Iteration 35Q: 3 clusters Score -767601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -767602.187500 Penalty: 4367.763672
	Iteration 36Q: 3 clusters Score -767602.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -767602.187500 Penalty: 4367.763672
	Iteration 37F: 3 clusters Score -767602.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -414400.593750 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -414400.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -411399.875000 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -411399.9 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -412155.500000 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -412155.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -412405.656250 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -412405.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -412592.937500 Penalty: 3900.752197
	Iteration 3F: 3 clusters Score -412592.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -412768.625000 Penalty: 3900.752197
	Iteration 4Q: 3 clusters Score -412768.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -412910.500000 Penalty: 3900.752197
	Iteration 5Q: 3 clusters Score -412910.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -413055.875000 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -413055.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -413185.312500 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -413185.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -413328.968750 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -413329 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -413451.218750 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -413451.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -413514.625000 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -413514.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -413569.187500 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -413569.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -413608.437500 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -413608.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -413638.468750 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -413638.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -413661.156250 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -413661.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -413676.531250 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -413676.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -413689.781250 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -413689.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -413697.843750 Penalty: 3900.752197
	Iteration 17Q: 3 clusters Score -413697.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -413703.218750 Penalty: 3900.752197
	Iteration 18Q: 3 clusters Score -413703.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -413705.343750 Penalty: 3900.752197
	Iteration 19Q: 3 clusters Score -413705.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -413707.937500 Penalty: 3900.752197
	Iteration 20F: 3 clusters Score -413707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -413708.000000 Penalty: 3900.752197
	Iteration 21Q: 3 clusters Score -413708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -413708.000000 Penalty: 3900.752197
	Iteration 22F: 3 clusters Score -413708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Entering Unmasked Estep 
Score: -637049.187500 Penalty: 2132.724121
	Iteration 0F: 2 clusters Score -637049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -632236.062500 Penalty: 4265.448242
	Iteration 0F: 3 clusters Score -632236.1 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -633478.125000 Penalty: 4265.448242
	Iteration 1F: 3 clusters Score -633478.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -633882.187500 Penalty: 4265.448242
	Iteration 2F: 3 clusters Score -633882.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -634276.250000 Penalty: 4265.448242
	Iteration 3F: 3 clusters Score -634276.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -634663.125000 Penalty: 4265.448242
	Iteration 4F: 3 clusters Score -634663.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -635043.875000 Penalty: 4265.448242
	Iteration 5F: 3 clusters Score -635043.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -635276.125000 Penalty: 4265.448242
	Iteration 6F: 3 clusters Score -635276.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -635411.000000 Penalty: 4265.448242
	Iteration 7Q: 3 clusters Score -635411 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -635493.000000 Penalty: 4265.448242
	Iteration 8Q: 3 clusters Score -635493 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -635543.250000 Penalty: 4265.448242
	Iteration 9Q: 3 clusters Score -635543.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -635582.812500 Penalty: 4265.448242
	Iteration 10Q: 3 clusters Score -635582.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -635608.000000 Penalty: 4265.448242
	Iteration 11Q: 3 clusters Score -635608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -635627.062500 Penalty: 4265.448242
	Iteration 12Q: 3 clusters Score -635627.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -635639.437500 Penalty: 4265.448242
	Iteration 13Q: 3 clusters Score -635639.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -635652.750000 Penalty: 4265.448242
	Iteration 14Q: 3 clusters Score -635652.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -635659.250000 Penalty: 4265.448242
	Iteration 15Q: 3 clusters Score -635659.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -635664.562500 Penalty: 4265.448242
	Iteration 16Q: 3 clusters Score -635664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -635667.812500 Penalty: 4265.448242
	Iteration 17Q: 3 clusters Score -635667.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -635671.625000 Penalty: 4265.448242
	Iteration 18Q: 3 clusters Score -635671.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -635674.125000 Penalty: 4265.448242
	Iteration 19Q: 3 clusters Score -635674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -635676.750000 Penalty: 4265.448242
	Iteration 20F: 3 clusters Score -635676.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -635677.812500 Penalty: 4265.448242
	Iteration 21Q: 3 clusters Score -635677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -635678.937500 Penalty: 4265.448242
	Iteration 22Q: 3 clusters Score -635678.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -635681.062500 Penalty: 4265.448242
	Iteration 23Q: 3 clusters Score -635681.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -635682.125000 Penalty: 4265.448242
	Iteration 24Q: 3 clusters Score -635682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -635683.062500 Penalty: 4265.448242
	Iteration 25Q: 3 clusters Score -635683.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -635687.062500 Penalty: 4265.448242
	Iteration 26Q: 3 clusters Score -635687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -635686.250000 Penalty: 4265.448242
	Iteration 27Q: 3 clusters Score -635686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -635688.437500 Penalty: 4265.448242
	Iteration 28Q: 3 clusters Score -635688.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -635688.437500 Penalty: 4265.448242
	Iteration 29F: 3 clusters Score -635688.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Entering Unmasked Estep 
Score: -790400.312500 Penalty: 2184.883057
	Iteration 0F: 2 clusters Score -790400.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -784829.437500 Penalty: 4369.766113
	Iteration 0F: 3 clusters Score -784829.4 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -786413.312500 Penalty: 4369.766113
	Iteration 1F: 3 clusters Score -786413.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -786917.375000 Penalty: 4369.766113
	Iteration 2F: 3 clusters Score -786917.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -787404.750000 Penalty: 4369.766113
	Iteration 3F: 3 clusters Score -787404.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -787842.125000 Penalty: 4369.766113
	Iteration 4F: 3 clusters Score -787842.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -788238.375000 Penalty: 4369.766113
	Iteration 5F: 3 clusters Score -788238.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -788680.062500 Penalty: 4369.766113
	Iteration 6F: 3 clusters Score -788680.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -789117.000000 Penalty: 4369.766113
	Iteration 7F: 3 clusters Score -789117 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -789454.437500 Penalty: 4369.766113
	Iteration 8Q: 3 clusters Score -789454.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -789721.312500 Penalty: 4369.766113
	Iteration 9Q: 3 clusters Score -789721.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -789927.562500 Penalty: 4369.766113
	Iteration 10Q: 3 clusters Score -789927.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -790081.375000 Penalty: 4369.766113
	Iteration 11Q: 3 clusters Score -790081.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -790160.125000 Penalty: 4369.766113
	Iteration 12Q: 3 clusters Score -790160.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -790204.125000 Penalty: 4369.766113
	Iteration 13Q: 3 clusters Score -790204.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -790242.000000 Penalty: 4369.766113
	Iteration 14Q: 3 clusters Score -790242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -790272.687500 Penalty: 4369.766113
	Iteration 15Q: 3 clusters Score -790272.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -790297.312500 Penalty: 4369.766113
	Iteration 16Q: 3 clusters Score -790297.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -790320.562500 Penalty: 4369.766113
	Iteration 17Q: 3 clusters Score -790320.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -790337.625000 Penalty: 4369.766113
	Iteration 18Q: 3 clusters Score -790337.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -790352.500000 Penalty: 4369.766113
	Iteration 19Q: 3 clusters Score -790352.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -790362.625000 Penalty: 4369.766113
	Iteration 20F: 3 clusters Score -790362.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -790370.187500 Penalty: 4369.766113
	Iteration 21Q: 3 clusters Score -790370.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -790383.250000 Penalty: 4369.766113
	Iteration 22Q: 3 clusters Score -790383.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -790395.000000 Penalty: 4369.766113
	Iteration 23Q: 3 clusters Score -790395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -790408.562500 Penalty: 4369.766113
	Iteration 24Q: 3 clusters Score -790408.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -790433.875000 Penalty: 4369.766113
	Iteration 25Q: 3 clusters Score -790433.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -790497.312500 Penalty: 4369.766113
	Iteration 26Q: 3 clusters Score -790497.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -790584.062500 Penalty: 4369.766113
	Iteration 27Q: 3 clusters Score -790584.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -790639.562500 Penalty: 4369.766113
	Iteration 28Q: 3 clusters Score -790639.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -790656.750000 Penalty: 4369.766113
	Iteration 29Q: 3 clusters Score -790656.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -790665.062500 Penalty: 4369.766113
	Iteration 30Q: 3 clusters Score -790665.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -790671.750000 Penalty: 4369.766113
	Iteration 31Q: 3 clusters Score -790671.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -790683.250000 Penalty: 4369.766113
	Iteration 32Q: 3 clusters Score -790683.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -790694.062500 Penalty: 4369.766113
	Iteration 33Q: 3 clusters Score -790694.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -790699.500000 Penalty: 4369.766113
	Iteration 34Q: 3 clusters Score -790699.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -790702.312500 Penalty: 4369.766113
	Iteration 35Q: 3 clusters Score -790702.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -790708.562500 Penalty: 4369.766113
	Iteration 36Q: 3 clusters Score -790708.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -790709.625000 Penalty: 4369.766113
	Iteration 37Q: 3 clusters Score -790709.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -790714.375000 Penalty: 4369.766113
	Iteration 38Q: 3 clusters Score -790714.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -790713.875000 Penalty: 4369.766113
	Iteration 39Q: 3 clusters Score -790713.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -790715.500000 Penalty: 4369.766113
	Iteration 40F: 3 clusters Score -790715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -790717.062500 Penalty: 4369.766113
	Iteration 41Q: 3 clusters Score -790717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -790717.375000 Penalty: 4369.766113
	Iteration 42Q: 3 clusters Score -790717.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -790720.500000 Penalty: 4369.766113
	Iteration 43Q: 3 clusters Score -790720.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -790725.250000 Penalty: 4369.766113
	Iteration 44Q: 3 clusters Score -790725.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -790728.000000 Penalty: 4369.766113
	Iteration 45Q: 3 clusters Score -790728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -790730.812500 Penalty: 4369.766113
	Iteration 46Q: 3 clusters Score -790730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -790733.312500 Penalty: 4369.766113
	Iteration 47Q: 3 clusters Score -790733.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -790735.437500 Penalty: 4369.766113
	Iteration 48Q: 3 clusters Score -790735.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -790735.375000 Penalty: 4369.766113
	Iteration 49Q: 3 clusters Score -790735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -790735.562500 Penalty: 4369.766113
	Iteration 50Q: 3 clusters Score -790735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -790735.875000 Penalty: 4369.766113
	Iteration 51Q: 3 clusters Score -790735.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -790735.875000 Penalty: 4369.766113
	Iteration 52F: 3 clusters Score -790735.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 4602 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5302 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 632 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5629 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 2099 members 
Entering Unmasked Estep 
Score: -154535504.000000 Penalty: 286492.562500
Splitting cluster 29 changes total score from -154536816.000000 to -154535504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (10451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Entering Unmasked Estep 
Score: -1125969.625000 Penalty: 2295.104248
	Iteration 0F: 2 clusters Score -1125970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1118033.875000 Penalty: 4590.208496
	Iteration 0F: 3 clusters Score -1118034 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1120551.125000 Penalty: 4590.208496
	Iteration 1F: 3 clusters Score -1120551 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1121023.500000 Penalty: 4590.208496
	Iteration 2F: 3 clusters Score -1121024 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1121446.250000 Penalty: 4590.208496
	Iteration 3F: 3 clusters Score -1121446 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1121849.750000 Penalty: 4590.208496
	Iteration 4F: 3 clusters Score -1121850 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1122190.375000 Penalty: 4590.208496
	Iteration 5F: 3 clusters Score -1122190 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1122481.125000 Penalty: 4590.208496
	Iteration 6Q: 3 clusters Score -1122481 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1122734.125000 Penalty: 4590.208496
	Iteration 7Q: 3 clusters Score -1122734 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1122945.625000 Penalty: 4590.208496
	Iteration 8Q: 3 clusters Score -1122946 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1123122.125000 Penalty: 4590.208496
	Iteration 9Q: 3 clusters Score -1123122 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1123259.375000 Penalty: 4590.208496
	Iteration 10Q: 3 clusters Score -1123259 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1123371.500000 Penalty: 4590.208496
	Iteration 11Q: 3 clusters Score -1123372 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1123469.625000 Penalty: 4590.208496
	Iteration 12Q: 3 clusters Score -1123470 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1123566.500000 Penalty: 4590.208496
	Iteration 13Q: 3 clusters Score -1123566 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1123664.000000 Penalty: 4590.208496
	Iteration 14Q: 3 clusters Score -1123664 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1123774.500000 Penalty: 4590.208496
	Iteration 15Q: 3 clusters Score -1123774 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1123875.125000 Penalty: 4590.208496
	Iteration 16Q: 3 clusters Score -1123875 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1123983.500000 Penalty: 4590.208496
	Iteration 17Q: 3 clusters Score -1123984 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1124083.000000 Penalty: 4590.208496
	Iteration 18Q: 3 clusters Score -1124083 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1124187.000000 Penalty: 4590.208496
	Iteration 19Q: 3 clusters Score -1124187 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1124269.625000 Penalty: 4590.208496
	Iteration 20F: 3 clusters Score -1124270 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1124325.000000 Penalty: 4590.208496
	Iteration 21Q: 3 clusters Score -1124325 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1124359.250000 Penalty: 4590.208496
	Iteration 22Q: 3 clusters Score -1124359 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1124380.250000 Penalty: 4590.208496
	Iteration 23Q: 3 clusters Score -1124380 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1124400.750000 Penalty: 4590.208496
	Iteration 24Q: 3 clusters Score -1124401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1124412.250000 Penalty: 4590.208496
	Iteration 25Q: 3 clusters Score -1124412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1124427.250000 Penalty: 4590.208496
	Iteration 26Q: 3 clusters Score -1124427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1124438.000000 Penalty: 4590.208496
	Iteration 27Q: 3 clusters Score -1124438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1124444.375000 Penalty: 4590.208496
	Iteration 28Q: 3 clusters Score -1124444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1124455.750000 Penalty: 4590.208496
	Iteration 29Q: 3 clusters Score -1124456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1124467.750000 Penalty: 4590.208496
	Iteration 30Q: 3 clusters Score -1124468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1124479.625000 Penalty: 4590.208496
	Iteration 31Q: 3 clusters Score -1124480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1124496.125000 Penalty: 4590.208496
	Iteration 32Q: 3 clusters Score -1124496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1124504.375000 Penalty: 4590.208496
	Iteration 33Q: 3 clusters Score -1124504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1124511.375000 Penalty: 4590.208496
	Iteration 34Q: 3 clusters Score -1124511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1124524.250000 Penalty: 4590.208496
	Iteration 35Q: 3 clusters Score -1124524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1124530.625000 Penalty: 4590.208496
	Iteration 36Q: 3 clusters Score -1124531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1124539.250000 Penalty: 4590.208496
	Iteration 37Q: 3 clusters Score -1124539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1124548.875000 Penalty: 4590.208496
	Iteration 38Q: 3 clusters Score -1124549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1124556.125000 Penalty: 4590.208496
	Iteration 39Q: 3 clusters Score -1124556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1124560.000000 Penalty: 4590.208496
	Iteration 40F: 3 clusters Score -1124560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1124565.250000 Penalty: 4590.208496
	Iteration 41Q: 3 clusters Score -1124565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1124571.375000 Penalty: 4590.208496
	Iteration 42Q: 3 clusters Score -1124571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1124575.750000 Penalty: 4590.208496
	Iteration 43Q: 3 clusters Score -1124576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1124581.125000 Penalty: 4590.208496
	Iteration 44Q: 3 clusters Score -1124581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1124586.250000 Penalty: 4590.208496
	Iteration 45Q: 3 clusters Score -1124586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1124593.250000 Penalty: 4590.208496
	Iteration 46Q: 3 clusters Score -1124593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1124598.875000 Penalty: 4590.208496
	Iteration 47Q: 3 clusters Score -1124599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1124603.125000 Penalty: 4590.208496
	Iteration 48Q: 3 clusters Score -1124603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1124605.000000 Penalty: 4590.208496
	Iteration 49Q: 3 clusters Score -1124605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1124610.125000 Penalty: 4590.208496
	Iteration 50Q: 3 clusters Score -1124610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1124615.875000 Penalty: 4590.208496
	Iteration 51Q: 3 clusters Score -1124616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1124619.500000 Penalty: 4590.208496
	Iteration 52Q: 3 clusters Score -1124620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1124618.875000 Penalty: 4590.208496
	Iteration 53Q: 3 clusters Score -1124619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1124622.250000 Penalty: 4590.208496
	Iteration 54Q: 3 clusters Score -1124622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1124619.875000 Penalty: 4590.208496
	Iteration 55Q: 3 clusters Score -1124620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1124619.875000 Penalty: 4590.208496
	Iteration 56F: 3 clusters Score -1124620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Entering Unmasked Estep 
Score: -4730947.500000 Penalty: 2622.137695
	Iteration 0F: 2 clusters Score -4730948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4704338.500000 Penalty: 5244.275391
	Iteration 0F: 3 clusters Score -4704338 nChanged 17886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -4714259.000000 Penalty: 5244.275391
	Iteration 1F: 3 clusters Score -4714259 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4714975.500000 Penalty: 5244.275391
	Iteration 2Q: 3 clusters Score -4714976 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -4715611.000000 Penalty: 5244.275391
	Iteration 3Q: 3 clusters Score -4715611 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4716185.000000 Penalty: 5244.275391
	Iteration 4Q: 3 clusters Score -4716185 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4716757.000000 Penalty: 5244.275391
	Iteration 5Q: 3 clusters Score -4716757 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -4717263.500000 Penalty: 5244.275391
	Iteration 6Q: 3 clusters Score -4717264 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -4717748.500000 Penalty: 5244.275391
	Iteration 7Q: 3 clusters Score -4717748 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4718246.000000 Penalty: 5244.275391
	Iteration 8Q: 3 clusters Score -4718246 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -4718705.000000 Penalty: 5244.275391
	Iteration 9Q: 3 clusters Score -4718705 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -4719194.000000 Penalty: 5244.275391
	Iteration 10Q: 3 clusters Score -4719194 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -4719768.500000 Penalty: 5244.275391
	Iteration 11Q: 3 clusters Score -4719768 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -4720451.000000 Penalty: 5244.275391
	Iteration 12Q: 3 clusters Score -4720451 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -4721291.500000 Penalty: 5244.275391
	Iteration 13Q: 3 clusters Score -4721292 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -4722335.000000 Penalty: 5244.275391
	Iteration 14Q: 3 clusters Score -4722335 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -4723561.500000 Penalty: 5244.275391
	Iteration 15Q: 3 clusters Score -4723562 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -4724884.000000 Penalty: 5244.275391
	Iteration 16Q: 3 clusters Score -4724884 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -4726050.500000 Penalty: 5244.275391
	Iteration 17Q: 3 clusters Score -4726050 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -4726825.500000 Penalty: 5244.275391
	Iteration 18Q: 3 clusters Score -4726826 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -4727310.500000 Penalty: 5244.275391
	Iteration 19Q: 3 clusters Score -4727310 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -4727667.000000 Penalty: 5244.275391
	Iteration 20F: 3 clusters Score -4727667 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -4727892.000000 Penalty: 5244.275391
	Iteration 21Q: 3 clusters Score -4727892 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -4728037.500000 Penalty: 5244.275391
	Iteration 22Q: 3 clusters Score -4728038 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -4728202.000000 Penalty: 5244.275391
	Iteration 23Q: 3 clusters Score -4728202 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -4728309.500000 Penalty: 5244.275391
	Iteration 24Q: 3 clusters Score -4728310 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -4728402.500000 Penalty: 5244.275391
	Iteration 25Q: 3 clusters Score -4728402 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -4728489.000000 Penalty: 5244.275391
	Iteration 26Q: 3 clusters Score -4728489 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4728533.500000 Penalty: 5244.275391
	Iteration 27Q: 3 clusters Score -4728534 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -4728571.000000 Penalty: 5244.275391
	Iteration 28Q: 3 clusters Score -4728571 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4728598.500000 Penalty: 5244.275391
	Iteration 29Q: 3 clusters Score -4728598 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -4728634.500000 Penalty: 5244.275391
	Iteration 30Q: 3 clusters Score -4728634 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -4728660.000000 Penalty: 5244.275391
	Iteration 31Q: 3 clusters Score -4728660 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4728693.500000 Penalty: 5244.275391
	Iteration 32Q: 3 clusters Score -4728694 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4728722.000000 Penalty: 5244.275391
	Iteration 33Q: 3 clusters Score -4728722 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -4728739.500000 Penalty: 5244.275391
	Iteration 34Q: 3 clusters Score -4728740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4728769.000000 Penalty: 5244.275391
	Iteration 35Q: 3 clusters Score -4728769 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4728786.000000 Penalty: 5244.275391
	Iteration 36Q: 3 clusters Score -4728786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -4728792.500000 Penalty: 5244.275391
	Iteration 37Q: 3 clusters Score -4728792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -4728808.000000 Penalty: 5244.275391
	Iteration 38Q: 3 clusters Score -4728808 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -4728825.000000 Penalty: 5244.275391
	Iteration 39Q: 3 clusters Score -4728825 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4728830.500000 Penalty: 5244.275391
	Iteration 40F: 3 clusters Score -4728830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -4728850.500000 Penalty: 5244.275391
	Iteration 41Q: 3 clusters Score -4728850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4728851.500000 Penalty: 5244.275391
	Iteration 42Q: 3 clusters Score -4728852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4728860.000000 Penalty: 5244.275391
	Iteration 43Q: 3 clusters Score -4728860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4728878.000000 Penalty: 5244.275391
	Iteration 44Q: 3 clusters Score -4728878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4728884.000000 Penalty: 5244.275391
	Iteration 45Q: 3 clusters Score -4728884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4728892.000000 Penalty: 5244.275391
	Iteration 46Q: 3 clusters Score -4728892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4728897.500000 Penalty: 5244.275391
	Iteration 47Q: 3 clusters Score -4728898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4728901.000000 Penalty: 5244.275391
	Iteration 48Q: 3 clusters Score -4728901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4728906.000000 Penalty: 5244.275391
	Iteration 49Q: 3 clusters Score -4728906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4728906.500000 Penalty: 5244.275391
	Iteration 50Q: 3 clusters Score -4728906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4728905.000000 Penalty: 5244.275391
	Iteration 51Q: 3 clusters Score -4728905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4728909.500000 Penalty: 5244.275391
	Iteration 52Q: 3 clusters Score -4728910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4728918.500000 Penalty: 5244.275391
	Iteration 53Q: 3 clusters Score -4728918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4728921.500000 Penalty: 5244.275391
	Iteration 54Q: 3 clusters Score -4728922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4728919.000000 Penalty: 5244.275391
	Iteration 55Q: 3 clusters Score -4728919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -4728927.000000 Penalty: 5244.275391
	Iteration 56Q: 3 clusters Score -4728927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4728938.500000 Penalty: 5244.275391
	Iteration 57Q: 3 clusters Score -4728938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4728936.000000 Penalty: 5244.275391
	Iteration 58Q: 3 clusters Score -4728936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4728932.000000 Penalty: 5244.275391
	Iteration 59Q: 3 clusters Score -4728932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4728939.000000 Penalty: 5244.275391
	Iteration 60F: 3 clusters Score -4728939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4728937.500000 Penalty: 5244.275391
	Iteration 61Q: 3 clusters Score -4728938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4728939.000000 Penalty: 5244.275391
	Iteration 62Q: 3 clusters Score -4728939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4728941.000000 Penalty: 5244.275391
	Iteration 63Q: 3 clusters Score -4728941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4728938.000000 Penalty: 5244.275391
	Iteration 64Q: 3 clusters Score -4728938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4728940.500000 Penalty: 5244.275391
	Iteration 65Q: 3 clusters Score -4728940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4728940.000000 Penalty: 5244.275391
	Iteration 66Q: 3 clusters Score -4728940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4728947.000000 Penalty: 5244.275391
	Iteration 67Q: 3 clusters Score -4728947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4728954.500000 Penalty: 5244.275391
	Iteration 68Q: 3 clusters Score -4728954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4728954.000000 Penalty: 5244.275391
	Iteration 69Q: 3 clusters Score -4728954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -4728953.500000 Penalty: 5244.275391
	Iteration 70Q: 3 clusters Score -4728954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4728946.500000 Penalty: 5244.275391
	Iteration 71Q: 3 clusters Score -4728946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4728949.000000 Penalty: 5244.275391
	Iteration 72Q: 3 clusters Score -4728949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4728947.500000 Penalty: 5244.275391
	Iteration 73Q: 3 clusters Score -4728948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4728946.500000 Penalty: 5244.275391
	Iteration 74Q: 3 clusters Score -4728946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4728947.500000 Penalty: 5244.275391
	Iteration 75Q: 3 clusters Score -4728948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4728947.500000 Penalty: 5244.275391
	Iteration 76F: 3 clusters Score -4728948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Entering Unmasked Estep 
Score: -2134270.750000 Penalty: 2418.920166
	Iteration 0F: 2 clusters Score -2134271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2121845.750000 Penalty: 4837.840332
	Iteration 0F: 3 clusters Score -2121846 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2125989.750000 Penalty: 4837.840332
	Iteration 1F: 3 clusters Score -2125990 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2126544.000000 Penalty: 4837.840332
	Iteration 2F: 3 clusters Score -2126544 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2127339.250000 Penalty: 4837.840332
	Iteration 3F: 3 clusters Score -2127339 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2128388.000000 Penalty: 4837.840332
	Iteration 4F: 3 clusters Score -2128388 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2129598.000000 Penalty: 4837.840332
	Iteration 5F: 3 clusters Score -2129598 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2130668.500000 Penalty: 4837.840332
	Iteration 6F: 3 clusters Score -2130668 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2131385.250000 Penalty: 4837.840332
	Iteration 7F: 3 clusters Score -2131385 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2131781.000000 Penalty: 4837.840332
	Iteration 8Q: 3 clusters Score -2131781 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2131977.750000 Penalty: 4837.840332
	Iteration 9Q: 3 clusters Score -2131978 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2132088.000000 Penalty: 4837.840332
	Iteration 10Q: 3 clusters Score -2132088 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2132163.750000 Penalty: 4837.840332
	Iteration 11Q: 3 clusters Score -2132164 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2132239.750000 Penalty: 4837.840332
	Iteration 12Q: 3 clusters Score -2132240 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2132305.000000 Penalty: 4837.840332
	Iteration 13Q: 3 clusters Score -2132305 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2132350.750000 Penalty: 4837.840332
	Iteration 14Q: 3 clusters Score -2132351 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2132378.750000 Penalty: 4837.840332
	Iteration 15Q: 3 clusters Score -2132379 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2132414.500000 Penalty: 4837.840332
	Iteration 16Q: 3 clusters Score -2132414 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2132437.000000 Penalty: 4837.840332
	Iteration 17Q: 3 clusters Score -2132437 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2132455.750000 Penalty: 4837.840332
	Iteration 18Q: 3 clusters Score -2132456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2132483.250000 Penalty: 4837.840332
	Iteration 19Q: 3 clusters Score -2132483 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2132503.250000 Penalty: 4837.840332
	Iteration 20F: 3 clusters Score -2132503 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2132522.000000 Penalty: 4837.840332
	Iteration 21Q: 3 clusters Score -2132522 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2132539.500000 Penalty: 4837.840332
	Iteration 22Q: 3 clusters Score -2132540 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2132557.500000 Penalty: 4837.840332
	Iteration 23Q: 3 clusters Score -2132558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2132576.500000 Penalty: 4837.840332
	Iteration 24Q: 3 clusters Score -2132576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2132592.500000 Penalty: 4837.840332
	Iteration 25Q: 3 clusters Score -2132592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2132614.750000 Penalty: 4837.840332
	Iteration 26Q: 3 clusters Score -2132615 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2132628.500000 Penalty: 4837.840332
	Iteration 27Q: 3 clusters Score -2132628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2132637.000000 Penalty: 4837.840332
	Iteration 28Q: 3 clusters Score -2132637 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2132657.250000 Penalty: 4837.840332
	Iteration 29Q: 3 clusters Score -2132657 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2132681.500000 Penalty: 4837.840332
	Iteration 30Q: 3 clusters Score -2132682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2132704.250000 Penalty: 4837.840332
	Iteration 31Q: 3 clusters Score -2132704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2132715.250000 Penalty: 4837.840332
	Iteration 32Q: 3 clusters Score -2132715 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2132733.000000 Penalty: 4837.840332
	Iteration 33Q: 3 clusters Score -2132733 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2132744.750000 Penalty: 4837.840332
	Iteration 34Q: 3 clusters Score -2132745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2132751.250000 Penalty: 4837.840332
	Iteration 35Q: 3 clusters Score -2132751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2132767.500000 Penalty: 4837.840332
	Iteration 36Q: 3 clusters Score -2132768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2132778.250000 Penalty: 4837.840332
	Iteration 37Q: 3 clusters Score -2132778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2132797.500000 Penalty: 4837.840332
	Iteration 38Q: 3 clusters Score -2132798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2132813.000000 Penalty: 4837.840332
	Iteration 39Q: 3 clusters Score -2132813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2132836.750000 Penalty: 4837.840332
	Iteration 40F: 3 clusters Score -2132837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2132852.500000 Penalty: 4837.840332
	Iteration 41Q: 3 clusters Score -2132852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2132877.750000 Penalty: 4837.840332
	Iteration 42Q: 3 clusters Score -2132878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2132896.500000 Penalty: 4837.840332
	Iteration 43Q: 3 clusters Score -2132896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2132915.000000 Penalty: 4837.840332
	Iteration 44Q: 3 clusters Score -2132915 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2132950.500000 Penalty: 4837.840332
	Iteration 45Q: 3 clusters Score -2132950 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2132986.250000 Penalty: 4837.840332
	Iteration 46Q: 3 clusters Score -2132986 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2133032.250000 Penalty: 4837.840332
	Iteration 47Q: 3 clusters Score -2133032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2133071.500000 Penalty: 4837.840332
	Iteration 48Q: 3 clusters Score -2133072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2133112.250000 Penalty: 4837.840332
	Iteration 49Q: 3 clusters Score -2133112 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2133143.250000 Penalty: 4837.840332
	Iteration 50Q: 3 clusters Score -2133143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2133173.500000 Penalty: 4837.840332
	Iteration 51Q: 3 clusters Score -2133174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2133191.500000 Penalty: 4837.840332
	Iteration 52Q: 3 clusters Score -2133192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2133203.500000 Penalty: 4837.840332
	Iteration 53Q: 3 clusters Score -2133204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2133212.750000 Penalty: 4837.840332
	Iteration 54Q: 3 clusters Score -2133213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2133218.500000 Penalty: 4837.840332
	Iteration 55Q: 3 clusters Score -2133218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2133219.500000 Penalty: 4837.840332
	Iteration 56Q: 3 clusters Score -2133220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2133230.750000 Penalty: 4837.840332
	Iteration 57Q: 3 clusters Score -2133231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2133233.750000 Penalty: 4837.840332
	Iteration 58Q: 3 clusters Score -2133234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2133235.500000 Penalty: 4837.840332
	Iteration 59Q: 3 clusters Score -2133236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2133237.000000 Penalty: 4837.840332
	Iteration 60F: 3 clusters Score -2133237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2133238.500000 Penalty: 4837.840332
	Iteration 61Q: 3 clusters Score -2133238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2133243.250000 Penalty: 4837.840332
	Iteration 62Q: 3 clusters Score -2133243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2133243.750000 Penalty: 4837.840332
	Iteration 63Q: 3 clusters Score -2133244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2133243.000000 Penalty: 4837.840332
	Iteration 64Q: 3 clusters Score -2133243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2133239.000000 Penalty: 4837.840332
	Iteration 65Q: 3 clusters Score -2133239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2133242.750000 Penalty: 4837.840332
	Iteration 66Q: 3 clusters Score -2133243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2133242.500000 Penalty: 4837.840332
	Iteration 67Q: 3 clusters Score -2133242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2133239.000000 Penalty: 4837.840332
	Iteration 68Q: 3 clusters Score -2133239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2133239.000000 Penalty: 4837.840332
	Iteration 69F: 3 clusters Score -2133239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Entering Unmasked Estep 
Score: -1049573.750000 Penalty: 2250.991943
	Iteration 0F: 2 clusters Score -1049574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1042716.875000 Penalty: 4501.983887
	Iteration 0F: 3 clusters Score -1042717 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1044756.000000 Penalty: 4501.983887
	Iteration 1F: 3 clusters Score -1044756 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1045189.937500 Penalty: 4501.983887
	Iteration 2F: 3 clusters Score -1045190 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1045593.875000 Penalty: 4501.983887
	Iteration 3F: 3 clusters Score -1045594 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1046001.062500 Penalty: 4501.983887
	Iteration 4F: 3 clusters Score -1046001 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1046413.500000 Penalty: 4501.983887
	Iteration 5F: 3 clusters Score -1046414 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1046821.375000 Penalty: 4501.983887
	Iteration 6F: 3 clusters Score -1046821 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1047116.000000 Penalty: 4501.983887
	Iteration 7Q: 3 clusters Score -1047116 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1047322.375000 Penalty: 4501.983887
	Iteration 8Q: 3 clusters Score -1047322 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1047487.625000 Penalty: 4501.983887
	Iteration 9Q: 3 clusters Score -1047488 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1047569.937500 Penalty: 4501.983887
	Iteration 10Q: 3 clusters Score -1047570 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1047611.375000 Penalty: 4501.983887
	Iteration 11Q: 3 clusters Score -1047611 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1047637.562500 Penalty: 4501.983887
	Iteration 12Q: 3 clusters Score -1047638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1047650.625000 Penalty: 4501.983887
	Iteration 13Q: 3 clusters Score -1047651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1047660.562500 Penalty: 4501.983887
	Iteration 14Q: 3 clusters Score -1047661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1047668.687500 Penalty: 4501.983887
	Iteration 15Q: 3 clusters Score -1047669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1047677.562500 Penalty: 4501.983887
	Iteration 16Q: 3 clusters Score -1047678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1047689.062500 Penalty: 4501.983887
	Iteration 17Q: 3 clusters Score -1047689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1047697.437500 Penalty: 4501.983887
	Iteration 18Q: 3 clusters Score -1047697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1047695.000000 Penalty: 4501.983887
	Iteration 19Q: 3 clusters Score -1047695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1047697.437500 Penalty: 4501.983887
	Iteration 20F: 3 clusters Score -1047697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1047703.687500 Penalty: 4501.983887
	Iteration 21Q: 3 clusters Score -1047704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1047704.562500 Penalty: 4501.983887
	Iteration 22Q: 3 clusters Score -1047705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1047703.562500 Penalty: 4501.983887
	Iteration 23Q: 3 clusters Score -1047704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1047706.562500 Penalty: 4501.983887
	Iteration 24Q: 3 clusters Score -1047707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1047707.375000 Penalty: 4501.983887
	Iteration 25Q: 3 clusters Score -1047707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1047708.687500 Penalty: 4501.983887
	Iteration 26Q: 3 clusters Score -1047709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1047710.687500 Penalty: 4501.983887
	Iteration 27Q: 3 clusters Score -1047711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1047710.812500 Penalty: 4501.983887
	Iteration 28Q: 3 clusters Score -1047711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1047711.500000 Penalty: 4501.983887
	Iteration 29Q: 3 clusters Score -1047712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1047710.937500 Penalty: 4501.983887
	Iteration 30Q: 3 clusters Score -1047711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1047712.312500 Penalty: 4501.983887
	Iteration 31Q: 3 clusters Score -1047712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1047712.312500 Penalty: 4501.983887
	Iteration 32F: 3 clusters Score -1047712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -721493.437500 Penalty: 2157.024414
	Iteration 0F: 2 clusters Score -721493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -716328.062500 Penalty: 4314.048828
	Iteration 0F: 3 clusters Score -716328.1 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -717645.750000 Penalty: 4314.048828
	Iteration 1F: 3 clusters Score -717645.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -717928.187500 Penalty: 4314.048828
	Iteration 2F: 3 clusters Score -717928.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -718158.812500 Penalty: 4314.048828
	Iteration 3F: 3 clusters Score -718158.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -718384.687500 Penalty: 4314.048828
	Iteration 4Q: 3 clusters Score -718384.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -718624.000000 Penalty: 4314.048828
	Iteration 5Q: 3 clusters Score -718624 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -718894.937500 Penalty: 4314.048828
	Iteration 6F: 3 clusters Score -718894.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -719247.125000 Penalty: 4314.048828
	Iteration 7F: 3 clusters Score -719247.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -719597.000000 Penalty: 4314.048828
	Iteration 8F: 3 clusters Score -719597 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -719935.625000 Penalty: 4314.048828
	Iteration 9F: 3 clusters Score -719935.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -720191.375000 Penalty: 4314.048828
	Iteration 10Q: 3 clusters Score -720191.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -720355.375000 Penalty: 4314.048828
	Iteration 11Q: 3 clusters Score -720355.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -720473.625000 Penalty: 4314.048828
	Iteration 12Q: 3 clusters Score -720473.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -720547.375000 Penalty: 4314.048828
	Iteration 13Q: 3 clusters Score -720547.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -720591.625000 Penalty: 4314.048828
	Iteration 14Q: 3 clusters Score -720591.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -720604.562500 Penalty: 4314.048828
	Iteration 15Q: 3 clusters Score -720604.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -720612.750000 Penalty: 4314.048828
	Iteration 16Q: 3 clusters Score -720612.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -720620.375000 Penalty: 4314.048828
	Iteration 17Q: 3 clusters Score -720620.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -720622.562500 Penalty: 4314.048828
	Iteration 18Q: 3 clusters Score -720622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -720620.937500 Penalty: 4314.048828
	Iteration 19Q: 3 clusters Score -720620.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -720625.875000 Penalty: 4314.048828
	Iteration 20F: 3 clusters Score -720625.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -720627.812500 Penalty: 4314.048828
	Iteration 21Q: 3 clusters Score -720627.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -720630.625000 Penalty: 4314.048828
	Iteration 22Q: 3 clusters Score -720630.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -720633.625000 Penalty: 4314.048828
	Iteration 23Q: 3 clusters Score -720633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -720635.937500 Penalty: 4314.048828
	Iteration 24Q: 3 clusters Score -720635.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -720643.250000 Penalty: 4314.048828
	Iteration 25Q: 3 clusters Score -720643.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -720650.437500 Penalty: 4314.048828
	Iteration 26Q: 3 clusters Score -720650.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -720660.187500 Penalty: 4314.048828
	Iteration 27Q: 3 clusters Score -720660.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -720675.937500 Penalty: 4314.048828
	Iteration 28Q: 3 clusters Score -720675.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -720708.500000 Penalty: 4314.048828
	Iteration 29Q: 3 clusters Score -720708.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -720768.875000 Penalty: 4314.048828
	Iteration 30Q: 3 clusters Score -720768.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -720844.437500 Penalty: 4314.048828
	Iteration 31Q: 3 clusters Score -720844.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -720881.562500 Penalty: 4314.048828
	Iteration 32Q: 3 clusters Score -720881.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -720896.562500 Penalty: 4314.048828
	Iteration 33Q: 3 clusters Score -720896.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -720904.250000 Penalty: 4314.048828
	Iteration 34Q: 3 clusters Score -720904.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -720908.562500 Penalty: 4314.048828
	Iteration 35Q: 3 clusters Score -720908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -720907.812500 Penalty: 4314.048828
	Iteration 36Q: 3 clusters Score -720907.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -720909.250000 Penalty: 4314.048828
	Iteration 37Q: 3 clusters Score -720909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -720912.625000 Penalty: 4314.048828
	Iteration 38Q: 3 clusters Score -720912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -720912.375000 Penalty: 4314.048828
	Iteration 39Q: 3 clusters Score -720912.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -720912.750000 Penalty: 4314.048828
	Iteration 40F: 3 clusters Score -720912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -720912.187500 Penalty: 4314.048828
	Iteration 41Q: 3 clusters Score -720912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -720912.125000 Penalty: 4314.048828
	Iteration 42Q: 3 clusters Score -720912.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -720912.125000 Penalty: 4314.048828
	Iteration 43F: 3 clusters Score -720912.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Entering Unmasked Estep 
Score: -2702521.000000 Penalty: 2476.490967
	Iteration 0F: 2 clusters Score -2702521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2687388.250000 Penalty: 4952.981934
	Iteration 0F: 3 clusters Score -2687388 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2692500.750000 Penalty: 4952.981934
	Iteration 1F: 3 clusters Score -2692501 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2692867.500000 Penalty: 4952.981934
	Iteration 2F: 3 clusters Score -2692868 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2693136.750000 Penalty: 4952.981934
	Iteration 3Q: 3 clusters Score -2693137 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2693339.750000 Penalty: 4952.981934
	Iteration 4Q: 3 clusters Score -2693340 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2693508.750000 Penalty: 4952.981934
	Iteration 5Q: 3 clusters Score -2693509 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2693642.750000 Penalty: 4952.981934
	Iteration 6Q: 3 clusters Score -2693643 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2693764.750000 Penalty: 4952.981934
	Iteration 7Q: 3 clusters Score -2693765 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2693904.500000 Penalty: 4952.981934
	Iteration 8Q: 3 clusters Score -2693904 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2694051.000000 Penalty: 4952.981934
	Iteration 9Q: 3 clusters Score -2694051 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2694187.250000 Penalty: 4952.981934
	Iteration 10Q: 3 clusters Score -2694187 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2694371.750000 Penalty: 4952.981934
	Iteration 11Q: 3 clusters Score -2694372 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2694597.000000 Penalty: 4952.981934
	Iteration 12Q: 3 clusters Score -2694597 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2694917.250000 Penalty: 4952.981934
	Iteration 13Q: 3 clusters Score -2694917 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2695274.000000 Penalty: 4952.981934
	Iteration 14Q: 3 clusters Score -2695274 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2695756.500000 Penalty: 4952.981934
	Iteration 15Q: 3 clusters Score -2695756 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2696382.750000 Penalty: 4952.981934
	Iteration 16Q: 3 clusters Score -2696383 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2697062.000000 Penalty: 4952.981934
	Iteration 17Q: 3 clusters Score -2697062 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2697763.250000 Penalty: 4952.981934
	Iteration 18Q: 3 clusters Score -2697763 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2698251.250000 Penalty: 4952.981934
	Iteration 19Q: 3 clusters Score -2698251 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2698524.500000 Penalty: 4952.981934
	Iteration 20F: 3 clusters Score -2698524 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2698680.000000 Penalty: 4952.981934
	Iteration 21Q: 3 clusters Score -2698680 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2698801.000000 Penalty: 4952.981934
	Iteration 22Q: 3 clusters Score -2698801 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2698879.000000 Penalty: 4952.981934
	Iteration 23Q: 3 clusters Score -2698879 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2698936.500000 Penalty: 4952.981934
	Iteration 24Q: 3 clusters Score -2698936 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2698983.750000 Penalty: 4952.981934
	Iteration 25Q: 3 clusters Score -2698984 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2699028.750000 Penalty: 4952.981934
	Iteration 26Q: 3 clusters Score -2699029 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2699071.500000 Penalty: 4952.981934
	Iteration 27Q: 3 clusters Score -2699072 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2699104.500000 Penalty: 4952.981934
	Iteration 28Q: 3 clusters Score -2699104 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2699133.750000 Penalty: 4952.981934
	Iteration 29Q: 3 clusters Score -2699134 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2699165.000000 Penalty: 4952.981934
	Iteration 30Q: 3 clusters Score -2699165 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2699195.250000 Penalty: 4952.981934
	Iteration 31Q: 3 clusters Score -2699195 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2699242.000000 Penalty: 4952.981934
	Iteration 32Q: 3 clusters Score -2699242 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2699270.750000 Penalty: 4952.981934
	Iteration 33Q: 3 clusters Score -2699271 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2699306.250000 Penalty: 4952.981934
	Iteration 34Q: 3 clusters Score -2699306 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2699345.500000 Penalty: 4952.981934
	Iteration 35Q: 3 clusters Score -2699346 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2699394.000000 Penalty: 4952.981934
	Iteration 36Q: 3 clusters Score -2699394 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2699418.000000 Penalty: 4952.981934
	Iteration 37Q: 3 clusters Score -2699418 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2699446.250000 Penalty: 4952.981934
	Iteration 38Q: 3 clusters Score -2699446 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2699483.000000 Penalty: 4952.981934
	Iteration 39Q: 3 clusters Score -2699483 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2699511.250000 Penalty: 4952.981934
	Iteration 40F: 3 clusters Score -2699511 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2699538.750000 Penalty: 4952.981934
	Iteration 41Q: 3 clusters Score -2699539 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2699573.000000 Penalty: 4952.981934
	Iteration 42Q: 3 clusters Score -2699573 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2699606.250000 Penalty: 4952.981934
	Iteration 43Q: 3 clusters Score -2699606 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2699658.500000 Penalty: 4952.981934
	Iteration 44Q: 3 clusters Score -2699658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2699699.250000 Penalty: 4952.981934
	Iteration 45Q: 3 clusters Score -2699699 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2699726.250000 Penalty: 4952.981934
	Iteration 46Q: 3 clusters Score -2699726 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2699767.000000 Penalty: 4952.981934
	Iteration 47Q: 3 clusters Score -2699767 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2699789.500000 Penalty: 4952.981934
	Iteration 48Q: 3 clusters Score -2699790 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2699812.250000 Penalty: 4952.981934
	Iteration 49Q: 3 clusters Score -2699812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2699830.250000 Penalty: 4952.981934
	Iteration 50Q: 3 clusters Score -2699830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2699853.000000 Penalty: 4952.981934
	Iteration 51Q: 3 clusters Score -2699853 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2699871.000000 Penalty: 4952.981934
	Iteration 52Q: 3 clusters Score -2699871 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2699883.500000 Penalty: 4952.981934
	Iteration 53Q: 3 clusters Score -2699884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2699892.000000 Penalty: 4952.981934
	Iteration 54Q: 3 clusters Score -2699892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2699913.500000 Penalty: 4952.981934
	Iteration 55Q: 3 clusters Score -2699914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2699925.000000 Penalty: 4952.981934
	Iteration 56Q: 3 clusters Score -2699925 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2699937.250000 Penalty: 4952.981934
	Iteration 57Q: 3 clusters Score -2699937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2699960.750000 Penalty: 4952.981934
	Iteration 58Q: 3 clusters Score -2699961 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2699979.000000 Penalty: 4952.981934
	Iteration 59Q: 3 clusters Score -2699979 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2699995.000000 Penalty: 4952.981934
	Iteration 60F: 3 clusters Score -2699995 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2700017.500000 Penalty: 4952.981934
	Iteration 61Q: 3 clusters Score -2700018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2700034.750000 Penalty: 4952.981934
	Iteration 62Q: 3 clusters Score -2700035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2700053.000000 Penalty: 4952.981934
	Iteration 63Q: 3 clusters Score -2700053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2700066.750000 Penalty: 4952.981934
	Iteration 64Q: 3 clusters Score -2700067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2700089.000000 Penalty: 4952.981934
	Iteration 65Q: 3 clusters Score -2700089 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2700109.750000 Penalty: 4952.981934
	Iteration 66Q: 3 clusters Score -2700110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2700125.000000 Penalty: 4952.981934
	Iteration 67Q: 3 clusters Score -2700125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2700141.000000 Penalty: 4952.981934
	Iteration 68Q: 3 clusters Score -2700141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2700152.750000 Penalty: 4952.981934
	Iteration 69Q: 3 clusters Score -2700153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2700173.750000 Penalty: 4952.981934
	Iteration 70Q: 3 clusters Score -2700174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2700189.500000 Penalty: 4952.981934
	Iteration 71Q: 3 clusters Score -2700190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2700209.250000 Penalty: 4952.981934
	Iteration 72Q: 3 clusters Score -2700209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2700218.000000 Penalty: 4952.981934
	Iteration 73Q: 3 clusters Score -2700218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2700242.500000 Penalty: 4952.981934
	Iteration 74Q: 3 clusters Score -2700242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2700263.750000 Penalty: 4952.981934
	Iteration 75Q: 3 clusters Score -2700264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2700275.500000 Penalty: 4952.981934
	Iteration 76Q: 3 clusters Score -2700276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2700287.250000 Penalty: 4952.981934
	Iteration 77Q: 3 clusters Score -2700287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2700297.250000 Penalty: 4952.981934
	Iteration 78Q: 3 clusters Score -2700297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2700304.250000 Penalty: 4952.981934
	Iteration 79Q: 3 clusters Score -2700304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2700306.750000 Penalty: 4952.981934
	Iteration 80F: 3 clusters Score -2700307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2700311.000000 Penalty: 4952.981934
	Iteration 81Q: 3 clusters Score -2700311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2700313.750000 Penalty: 4952.981934
	Iteration 82Q: 3 clusters Score -2700314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2700311.500000 Penalty: 4952.981934
	Iteration 83Q: 3 clusters Score -2700312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2700323.000000 Penalty: 4952.981934
	Iteration 84Q: 3 clusters Score -2700323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2700327.750000 Penalty: 4952.981934
	Iteration 85Q: 3 clusters Score -2700328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2700329.500000 Penalty: 4952.981934
	Iteration 86Q: 3 clusters Score -2700330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2700337.250000 Penalty: 4952.981934
	Iteration 87Q: 3 clusters Score -2700337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2700339.000000 Penalty: 4952.981934
	Iteration 88Q: 3 clusters Score -2700339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2700344.500000 Penalty: 4952.981934
	Iteration 89Q: 3 clusters Score -2700344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2700346.500000 Penalty: 4952.981934
	Iteration 90Q: 3 clusters Score -2700346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2700346.000000 Penalty: 4952.981934
	Iteration 91Q: 3 clusters Score -2700346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2700348.500000 Penalty: 4952.981934
	Iteration 92Q: 3 clusters Score -2700348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2700350.250000 Penalty: 4952.981934
	Iteration 93Q: 3 clusters Score -2700350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2700348.750000 Penalty: 4952.981934
	Iteration 94Q: 3 clusters Score -2700349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2700347.500000 Penalty: 4952.981934
	Iteration 95Q: 3 clusters Score -2700348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2700347.500000 Penalty: 4952.981934
	Iteration 96F: 3 clusters Score -2700348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -83996.812500 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -83996.81 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 440 members 
Entering Unmasked Estep 
Score: -82250.148438 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -82250.15 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -82655.914062 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -82655.91 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -82786.703125 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -82786.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -82850.257812 Penalty: 3368.445801
	Iteration 3Q: 3 clusters Score -82850.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -82899.343750 Penalty: 3368.445801
	Iteration 4Q: 3 clusters Score -82899.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -82932.351562 Penalty: 3368.445801
	Iteration 5Q: 3 clusters Score -82932.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -82974.406250 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -82974.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -83054.375000 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -83054.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -83107.210938 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -83107.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83154.562500 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -83154.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -83209.734375 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -83209.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83280.539062 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -83280.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83337.523438 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -83337.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -83382.359375 Penalty: 3368.445801
	Iteration 13Q: 3 clusters Score -83382.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83470.289062 Penalty: 3368.445801
	Iteration 14Q: 3 clusters Score -83470.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -83534.601562 Penalty: 3368.445801
	Iteration 15Q: 3 clusters Score -83534.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83629.835938 Penalty: 3368.445801
	Iteration 16Q: 3 clusters Score -83629.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -83713.257812 Penalty: 3368.445801
	Iteration 17Q: 3 clusters Score -83713.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -83783.351562 Penalty: 3368.445801
	Iteration 18Q: 3 clusters Score -83783.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83870.625000 Penalty: 3368.445801
	Iteration 19Q: 3 clusters Score -83870.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83953.468750 Penalty: 3368.445801
	Iteration 20F: 3 clusters Score -83953.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -84087.914062 Penalty: 3368.445801
	Iteration 21Q: 3 clusters Score -84087.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -84159.992188 Penalty: 3368.445801
	Iteration 22Q: 3 clusters Score -84159.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -84200.265625 Penalty: 3368.445801
	Iteration 23Q: 3 clusters Score -84200.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -84222.445312 Penalty: 3368.445801
	Iteration 24Q: 3 clusters Score -84222.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -84242.343750 Penalty: 3368.445801
	Iteration 25Q: 3 clusters Score -84242.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -84257.328125 Penalty: 3368.445801
	Iteration 26Q: 3 clusters Score -84257.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84269.125000 Penalty: 3368.445801
	Iteration 27Q: 3 clusters Score -84269.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84274.890625 Penalty: 3368.445801
	Iteration 28Q: 3 clusters Score -84274.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84278.882812 Penalty: 3368.445801
	Iteration 29Q: 3 clusters Score -84278.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -84282.257812 Penalty: 3368.445801
	Iteration 30Q: 3 clusters Score -84282.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84285.140625 Penalty: 3368.445801
	Iteration 31Q: 3 clusters Score -84285.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84287.726562 Penalty: 3368.445801
	Iteration 32Q: 3 clusters Score -84287.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84287.726562 Penalty: 3368.445801
	Iteration 33F: 3 clusters Score -84287.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5302 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 632 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5629 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 462 members 
Entering Unmasked Estep 
Score: -154535504.000000 Penalty: 286492.562500
Splitting cluster 36 changes total score from -154536816.000000 to -154535504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -385283.312500 Penalty: 2038.058716
	Iteration 0F: 2 clusters Score -385283.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -381601.843750 Penalty: 4076.117432
	Iteration 0F: 3 clusters Score -381601.8 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -382555.437500 Penalty: 4076.117432
	Iteration 1F: 3 clusters Score -382555.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -382845.875000 Penalty: 4076.117432
	Iteration 2F: 3 clusters Score -382845.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -383038.375000 Penalty: 4076.117432
	Iteration 3F: 3 clusters Score -383038.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -383151.343750 Penalty: 4076.117432
	Iteration 4Q: 3 clusters Score -383151.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -383252.000000 Penalty: 4076.117432
	Iteration 5Q: 3 clusters Score -383252 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -383332.312500 Penalty: 4076.117432
	Iteration 6Q: 3 clusters Score -383332.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -383403.718750 Penalty: 4076.117432
	Iteration 7Q: 3 clusters Score -383403.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -383465.031250 Penalty: 4076.117432
	Iteration 8Q: 3 clusters Score -383465 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -383535.125000 Penalty: 4076.117432
	Iteration 9Q: 3 clusters Score -383535.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -383591.812500 Penalty: 4076.117432
	Iteration 10Q: 3 clusters Score -383591.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -383635.343750 Penalty: 4076.117432
	Iteration 11Q: 3 clusters Score -383635.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -383679.750000 Penalty: 4076.117432
	Iteration 12Q: 3 clusters Score -383679.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -383720.750000 Penalty: 4076.117432
	Iteration 13Q: 3 clusters Score -383720.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -383758.375000 Penalty: 4076.117432
	Iteration 14Q: 3 clusters Score -383758.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -383783.843750 Penalty: 4076.117432
	Iteration 15Q: 3 clusters Score -383783.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -383811.687500 Penalty: 4076.117432
	Iteration 16Q: 3 clusters Score -383811.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -383837.375000 Penalty: 4076.117432
	Iteration 17Q: 3 clusters Score -383837.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -383860.125000 Penalty: 4076.117432
	Iteration 18Q: 3 clusters Score -383860.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -383880.906250 Penalty: 4076.117432
	Iteration 19Q: 3 clusters Score -383880.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -383896.687500 Penalty: 4076.117432
	Iteration 20F: 3 clusters Score -383896.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -383907.906250 Penalty: 4076.117432
	Iteration 21Q: 3 clusters Score -383907.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -383920.937500 Penalty: 4076.117432
	Iteration 22Q: 3 clusters Score -383920.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -383930.250000 Penalty: 4076.117432
	Iteration 23Q: 3 clusters Score -383930.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -383941.625000 Penalty: 4076.117432
	Iteration 24Q: 3 clusters Score -383941.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -383957.656250 Penalty: 4076.117432
	Iteration 25Q: 3 clusters Score -383957.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -383977.281250 Penalty: 4076.117432
	Iteration 26Q: 3 clusters Score -383977.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -383995.875000 Penalty: 4076.117432
	Iteration 27Q: 3 clusters Score -383995.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -384020.437500 Penalty: 4076.117432
	Iteration 28Q: 3 clusters Score -384020.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -384039.937500 Penalty: 4076.117432
	Iteration 29Q: 3 clusters Score -384039.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -384072.343750 Penalty: 4076.117432
	Iteration 30Q: 3 clusters Score -384072.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -384109.000000 Penalty: 4076.117432
	Iteration 31Q: 3 clusters Score -384109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -384154.281250 Penalty: 4076.117432
	Iteration 32Q: 3 clusters Score -384154.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -384224.812500 Penalty: 4076.117432
	Iteration 33Q: 3 clusters Score -384224.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -384307.468750 Penalty: 4076.117432
	Iteration 34Q: 3 clusters Score -384307.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -384379.125000 Penalty: 4076.117432
	Iteration 35Q: 3 clusters Score -384379.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -384469.437500 Penalty: 4076.117432
	Iteration 36Q: 3 clusters Score -384469.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -384552.656250 Penalty: 4076.117432
	Iteration 37Q: 3 clusters Score -384552.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -384610.343750 Penalty: 4076.117432
	Iteration 38Q: 3 clusters Score -384610.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -384650.093750 Penalty: 4076.117432
	Iteration 39Q: 3 clusters Score -384650.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -384696.937500 Penalty: 4076.117432
	Iteration 40F: 3 clusters Score -384696.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -384738.812500 Penalty: 4076.117432
	Iteration 41Q: 3 clusters Score -384738.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -384765.687500 Penalty: 4076.117432
	Iteration 42Q: 3 clusters Score -384765.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -384783.406250 Penalty: 4076.117432
	Iteration 43Q: 3 clusters Score -384783.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -384793.937500 Penalty: 4076.117432
	Iteration 44Q: 3 clusters Score -384793.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -384805.562500 Penalty: 4076.117432
	Iteration 45Q: 3 clusters Score -384805.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -384814.187500 Penalty: 4076.117432
	Iteration 46Q: 3 clusters Score -384814.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -384817.718750 Penalty: 4076.117432
	Iteration 47Q: 3 clusters Score -384817.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -384821.500000 Penalty: 4076.117432
	Iteration 48Q: 3 clusters Score -384821.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -384823.718750 Penalty: 4076.117432
	Iteration 49Q: 3 clusters Score -384823.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -384824.687500 Penalty: 4076.117432
	Iteration 50Q: 3 clusters Score -384824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -384826.250000 Penalty: 4076.117432
	Iteration 51Q: 3 clusters Score -384826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -384826.343750 Penalty: 4076.117432
	Iteration 52Q: 3 clusters Score -384826.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -384826.343750 Penalty: 4076.117432
	Iteration 53F: 3 clusters Score -384826.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Entering Unmasked Estep 
Score: -1146358.125000 Penalty: 2275.867920
	Iteration 0F: 2 clusters Score -1146358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1138892.000000 Penalty: 4551.735840
	Iteration 0F: 3 clusters Score -1138892 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1141166.875000 Penalty: 4551.735840
	Iteration 1F: 3 clusters Score -1141167 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1141543.125000 Penalty: 4551.735840
	Iteration 2F: 3 clusters Score -1141543 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1141886.500000 Penalty: 4551.735840
	Iteration 3F: 3 clusters Score -1141886 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1142170.000000 Penalty: 4551.735840
	Iteration 4F: 3 clusters Score -1142170 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1142433.875000 Penalty: 4551.735840
	Iteration 5Q: 3 clusters Score -1142434 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1142673.500000 Penalty: 4551.735840
	Iteration 6Q: 3 clusters Score -1142674 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1142865.625000 Penalty: 4551.735840
	Iteration 7Q: 3 clusters Score -1142866 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1143030.375000 Penalty: 4551.735840
	Iteration 8Q: 3 clusters Score -1143030 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1143164.125000 Penalty: 4551.735840
	Iteration 9Q: 3 clusters Score -1143164 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1143266.375000 Penalty: 4551.735840
	Iteration 10Q: 3 clusters Score -1143266 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1143347.250000 Penalty: 4551.735840
	Iteration 11Q: 3 clusters Score -1143347 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1143415.250000 Penalty: 4551.735840
	Iteration 12Q: 3 clusters Score -1143415 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1143472.500000 Penalty: 4551.735840
	Iteration 13Q: 3 clusters Score -1143472 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1143507.625000 Penalty: 4551.735840
	Iteration 14Q: 3 clusters Score -1143508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1143541.875000 Penalty: 4551.735840
	Iteration 15Q: 3 clusters Score -1143542 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1143573.625000 Penalty: 4551.735840
	Iteration 16Q: 3 clusters Score -1143574 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1143608.000000 Penalty: 4551.735840
	Iteration 17Q: 3 clusters Score -1143608 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1143634.000000 Penalty: 4551.735840
	Iteration 18Q: 3 clusters Score -1143634 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1143660.875000 Penalty: 4551.735840
	Iteration 19Q: 3 clusters Score -1143661 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1143684.375000 Penalty: 4551.735840
	Iteration 20F: 3 clusters Score -1143684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1143700.875000 Penalty: 4551.735840
	Iteration 21Q: 3 clusters Score -1143701 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1143716.625000 Penalty: 4551.735840
	Iteration 22Q: 3 clusters Score -1143717 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1143733.500000 Penalty: 4551.735840
	Iteration 23Q: 3 clusters Score -1143734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1143747.375000 Penalty: 4551.735840
	Iteration 24Q: 3 clusters Score -1143747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1143761.625000 Penalty: 4551.735840
	Iteration 25Q: 3 clusters Score -1143762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1143773.500000 Penalty: 4551.735840
	Iteration 26Q: 3 clusters Score -1143774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1143780.750000 Penalty: 4551.735840
	Iteration 27Q: 3 clusters Score -1143781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1143786.500000 Penalty: 4551.735840
	Iteration 28Q: 3 clusters Score -1143786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1143796.500000 Penalty: 4551.735840
	Iteration 29Q: 3 clusters Score -1143796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1143804.500000 Penalty: 4551.735840
	Iteration 30Q: 3 clusters Score -1143804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1143814.375000 Penalty: 4551.735840
	Iteration 31Q: 3 clusters Score -1143814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1143816.875000 Penalty: 4551.735840
	Iteration 32Q: 3 clusters Score -1143817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1143826.125000 Penalty: 4551.735840
	Iteration 33Q: 3 clusters Score -1143826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1143827.750000 Penalty: 4551.735840
	Iteration 34Q: 3 clusters Score -1143828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1143833.000000 Penalty: 4551.735840
	Iteration 35Q: 3 clusters Score -1143833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1143834.500000 Penalty: 4551.735840
	Iteration 36Q: 3 clusters Score -1143834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1143836.750000 Penalty: 4551.735840
	Iteration 37Q: 3 clusters Score -1143837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1143842.375000 Penalty: 4551.735840
	Iteration 38Q: 3 clusters Score -1143842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1143849.750000 Penalty: 4551.735840
	Iteration 39Q: 3 clusters Score -1143850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1143856.625000 Penalty: 4551.735840
	Iteration 40F: 3 clusters Score -1143857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1143863.125000 Penalty: 4551.735840
	Iteration 41Q: 3 clusters Score -1143863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1143875.000000 Penalty: 4551.735840
	Iteration 42Q: 3 clusters Score -1143875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1143881.125000 Penalty: 4551.735840
	Iteration 43Q: 3 clusters Score -1143881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1143887.750000 Penalty: 4551.735840
	Iteration 44Q: 3 clusters Score -1143888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1143894.125000 Penalty: 4551.735840
	Iteration 45Q: 3 clusters Score -1143894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1143902.000000 Penalty: 4551.735840
	Iteration 46Q: 3 clusters Score -1143902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1143912.000000 Penalty: 4551.735840
	Iteration 47Q: 3 clusters Score -1143912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1143920.750000 Penalty: 4551.735840
	Iteration 48Q: 3 clusters Score -1143921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1143931.250000 Penalty: 4551.735840
	Iteration 49Q: 3 clusters Score -1143931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1143940.500000 Penalty: 4551.735840
	Iteration 50Q: 3 clusters Score -1143940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1143958.375000 Penalty: 4551.735840
	Iteration 51Q: 3 clusters Score -1143958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1143973.875000 Penalty: 4551.735840
	Iteration 52Q: 3 clusters Score -1143974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1143993.000000 Penalty: 4551.735840
	Iteration 53Q: 3 clusters Score -1143993 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1144016.250000 Penalty: 4551.735840
	Iteration 54Q: 3 clusters Score -1144016 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1144038.500000 Penalty: 4551.735840
	Iteration 55Q: 3 clusters Score -1144038 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1144071.750000 Penalty: 4551.735840
	Iteration 56Q: 3 clusters Score -1144072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1144088.875000 Penalty: 4551.735840
	Iteration 57Q: 3 clusters Score -1144089 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1144106.125000 Penalty: 4551.735840
	Iteration 58Q: 3 clusters Score -1144106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1144130.875000 Penalty: 4551.735840
	Iteration 59Q: 3 clusters Score -1144131 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1144158.875000 Penalty: 4551.735840
	Iteration 60F: 3 clusters Score -1144159 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1144189.375000 Penalty: 4551.735840
	Iteration 61Q: 3 clusters Score -1144189 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1144211.625000 Penalty: 4551.735840
	Iteration 62Q: 3 clusters Score -1144212 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1144231.250000 Penalty: 4551.735840
	Iteration 63Q: 3 clusters Score -1144231 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1144246.250000 Penalty: 4551.735840
	Iteration 64Q: 3 clusters Score -1144246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1144257.375000 Penalty: 4551.735840
	Iteration 65Q: 3 clusters Score -1144257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1144267.625000 Penalty: 4551.735840
	Iteration 66Q: 3 clusters Score -1144268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1144268.000000 Penalty: 4551.735840
	Iteration 67Q: 3 clusters Score -1144268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1144274.375000 Penalty: 4551.735840
	Iteration 68Q: 3 clusters Score -1144274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1144278.750000 Penalty: 4551.735840
	Iteration 69Q: 3 clusters Score -1144279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1144284.000000 Penalty: 4551.735840
	Iteration 70Q: 3 clusters Score -1144284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1144286.125000 Penalty: 4551.735840
	Iteration 71Q: 3 clusters Score -1144286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1144293.875000 Penalty: 4551.735840
	Iteration 72Q: 3 clusters Score -1144294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1144294.125000 Penalty: 4551.735840
	Iteration 73Q: 3 clusters Score -1144294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1144300.000000 Penalty: 4551.735840
	Iteration 74Q: 3 clusters Score -1144300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1144297.500000 Penalty: 4551.735840
	Iteration 75Q: 3 clusters Score -1144298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1144300.375000 Penalty: 4551.735840
	Iteration 76Q: 3 clusters Score -1144300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1144300.250000 Penalty: 4551.735840
	Iteration 77Q: 3 clusters Score -1144300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1144301.500000 Penalty: 4551.735840
	Iteration 78Q: 3 clusters Score -1144302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1144300.875000 Penalty: 4551.735840
	Iteration 79Q: 3 clusters Score -1144301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1144303.000000 Penalty: 4551.735840
	Iteration 80F: 3 clusters Score -1144303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1144302.750000 Penalty: 4551.735840
	Iteration 81Q: 3 clusters Score -1144303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1144302.750000 Penalty: 4551.735840
	Iteration 82F: 3 clusters Score -1144303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -171552.250000 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -171552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -169289.234375 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -169289.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -169733.187500 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -169733.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -169851.218750 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -169851.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -169923.843750 Penalty: 3607.454102
	Iteration 3Q: 3 clusters Score -169923.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -169972.062500 Penalty: 3607.454102
	Iteration 4Q: 3 clusters Score -169972.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -170014.875000 Penalty: 3607.454102
	Iteration 5Q: 3 clusters Score -170014.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -170044.000000 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -170044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -170068.234375 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -170068.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -170084.296875 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -170084.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -170102.578125 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -170102.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -170122.390625 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -170122.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -170139.609375 Penalty: 3607.454102
	Iteration 11Q: 3 clusters Score -170139.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -170153.156250 Penalty: 3607.454102
	Iteration 12Q: 3 clusters Score -170153.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -170171.718750 Penalty: 3607.454102
	Iteration 13Q: 3 clusters Score -170171.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -170175.625000 Penalty: 3607.454102
	Iteration 14Q: 3 clusters Score -170175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -170178.578125 Penalty: 3607.454102
	Iteration 15Q: 3 clusters Score -170178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -170179.531250 Penalty: 3607.454102
	Iteration 16Q: 3 clusters Score -170179.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -170180.296875 Penalty: 3607.454102
	Iteration 17Q: 3 clusters Score -170180.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -170180.468750 Penalty: 3607.454102
	Iteration 18Q: 3 clusters Score -170180.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -170181.046875 Penalty: 3607.454102
	Iteration 19Q: 3 clusters Score -170181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -170181.046875 Penalty: 3607.454102
	Iteration 20F: 3 clusters Score -170181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -273462.437500 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -273462.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -270633.000000 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -270633 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -271178.000000 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -271178 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -271336.781250 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -271336.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -271444.375000 Penalty: 3846.860596
	Iteration 3F: 3 clusters Score -271444.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -271543.781250 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -271543.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -271623.000000 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -271623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -271688.468750 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -271688.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -271741.843750 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -271741.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -271785.562500 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -271785.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -271822.000000 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -271822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -271856.875000 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -271856.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -271900.625000 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -271900.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -271941.937500 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -271941.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -271966.187500 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -271966.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -271999.281250 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -271999.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -272018.312500 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -272018.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -272035.937500 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -272035.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -272048.843750 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -272048.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -272057.000000 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -272057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -272066.312500 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -272066.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -272076.031250 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -272076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -272083.687500 Penalty: 3846.860596
	Iteration 21Q: 3 clusters Score -272083.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -272087.000000 Penalty: 3846.860596
	Iteration 22Q: 3 clusters Score -272087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -272089.656250 Penalty: 3846.860596
	Iteration 23Q: 3 clusters Score -272089.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -272091.750000 Penalty: 3846.860596
	Iteration 24Q: 3 clusters Score -272091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -272094.843750 Penalty: 3846.860596
	Iteration 25Q: 3 clusters Score -272094.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -272097.812500 Penalty: 3846.860596
	Iteration 26Q: 3 clusters Score -272097.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -272101.218750 Penalty: 3846.860596
	Iteration 27Q: 3 clusters Score -272101.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -272104.437500 Penalty: 3846.860596
	Iteration 28Q: 3 clusters Score -272104.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -272107.406250 Penalty: 3846.860596
	Iteration 29Q: 3 clusters Score -272107.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -272110.281250 Penalty: 3846.860596
	Iteration 30Q: 3 clusters Score -272110.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -272112.093750 Penalty: 3846.860596
	Iteration 31Q: 3 clusters Score -272112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -272114.343750 Penalty: 3846.860596
	Iteration 32Q: 3 clusters Score -272114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -272115.875000 Penalty: 3846.860596
	Iteration 33Q: 3 clusters Score -272115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -272116.093750 Penalty: 3846.860596
	Iteration 34Q: 3 clusters Score -272116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -272116.312500 Penalty: 3846.860596
	Iteration 35Q: 3 clusters Score -272116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -272116.875000 Penalty: 3846.860596
	Iteration 36Q: 3 clusters Score -272116.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -272117.187500 Penalty: 3846.860596
	Iteration 37Q: 3 clusters Score -272117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -272117.187500 Penalty: 3846.860596
	Iteration 38F: 3 clusters Score -272117.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -57482.117188 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -57482.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -56087.175781 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -56087.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -56218.144531 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -56218.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -56288.328125 Penalty: 2930.409180
	Iteration 2Q: 3 clusters Score -56288.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56313.359375 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -56313.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -56323.449219 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -56323.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -56325.917969 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -56325.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56327.914062 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -56327.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -56333.675781 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -56333.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56339.035156 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -56339.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56339.035156 Penalty: 2930.409180
	Iteration 9F: 3 clusters Score -56339.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Entering Unmasked Estep 
Score: -445456.937500 Penalty: 2045.894775
	Iteration 0F: 2 clusters Score -445456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -441638.593750 Penalty: 4091.789551
	Iteration 0F: 3 clusters Score -441638.6 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -442418.562500 Penalty: 4091.789551
	Iteration 1F: 3 clusters Score -442418.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -442628.156250 Penalty: 4091.789551
	Iteration 2F: 3 clusters Score -442628.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -442801.562500 Penalty: 4091.789551
	Iteration 3F: 3 clusters Score -442801.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -442932.906250 Penalty: 4091.789551
	Iteration 4Q: 3 clusters Score -442932.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -443061.062500 Penalty: 4091.789551
	Iteration 5Q: 3 clusters Score -443061.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -443183.500000 Penalty: 4091.789551
	Iteration 6Q: 3 clusters Score -443183.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -443314.781250 Penalty: 4091.789551
	Iteration 7Q: 3 clusters Score -443314.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -443434.093750 Penalty: 4091.789551
	Iteration 8Q: 3 clusters Score -443434.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -443542.281250 Penalty: 4091.789551
	Iteration 9Q: 3 clusters Score -443542.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -443626.062500 Penalty: 4091.789551
	Iteration 10Q: 3 clusters Score -443626.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -443686.156250 Penalty: 4091.789551
	Iteration 11Q: 3 clusters Score -443686.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -443740.500000 Penalty: 4091.789551
	Iteration 12Q: 3 clusters Score -443740.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -443782.500000 Penalty: 4091.789551
	Iteration 13Q: 3 clusters Score -443782.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -443811.125000 Penalty: 4091.789551
	Iteration 14Q: 3 clusters Score -443811.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -443833.875000 Penalty: 4091.789551
	Iteration 15Q: 3 clusters Score -443833.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -443845.750000 Penalty: 4091.789551
	Iteration 16Q: 3 clusters Score -443845.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -443856.093750 Penalty: 4091.789551
	Iteration 17Q: 3 clusters Score -443856.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -443865.625000 Penalty: 4091.789551
	Iteration 18Q: 3 clusters Score -443865.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -443871.500000 Penalty: 4091.789551
	Iteration 19Q: 3 clusters Score -443871.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -443877.062500 Penalty: 4091.789551
	Iteration 20F: 3 clusters Score -443877.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -443883.531250 Penalty: 4091.789551
	Iteration 21Q: 3 clusters Score -443883.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -443891.031250 Penalty: 4091.789551
	Iteration 22Q: 3 clusters Score -443891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -443896.187500 Penalty: 4091.789551
	Iteration 23Q: 3 clusters Score -443896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -443900.468750 Penalty: 4091.789551
	Iteration 24Q: 3 clusters Score -443900.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -443904.562500 Penalty: 4091.789551
	Iteration 25Q: 3 clusters Score -443904.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -443908.125000 Penalty: 4091.789551
	Iteration 26Q: 3 clusters Score -443908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -443912.625000 Penalty: 4091.789551
	Iteration 27Q: 3 clusters Score -443912.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -443917.656250 Penalty: 4091.789551
	Iteration 28Q: 3 clusters Score -443917.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -443921.656250 Penalty: 4091.789551
	Iteration 29Q: 3 clusters Score -443921.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -443925.312500 Penalty: 4091.789551
	Iteration 30Q: 3 clusters Score -443925.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -443928.937500 Penalty: 4091.789551
	Iteration 31Q: 3 clusters Score -443928.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -443931.343750 Penalty: 4091.789551
	Iteration 32Q: 3 clusters Score -443931.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -443935.312500 Penalty: 4091.789551
	Iteration 33Q: 3 clusters Score -443935.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -443937.968750 Penalty: 4091.789551
	Iteration 34Q: 3 clusters Score -443938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -443939.375000 Penalty: 4091.789551
	Iteration 35Q: 3 clusters Score -443939.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -443942.531250 Penalty: 4091.789551
	Iteration 36Q: 3 clusters Score -443942.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -443943.906250 Penalty: 4091.789551
	Iteration 37Q: 3 clusters Score -443943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -443945.343750 Penalty: 4091.789551
	Iteration 38Q: 3 clusters Score -443945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -443945.156250 Penalty: 4091.789551
	Iteration 39Q: 3 clusters Score -443945.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -443945.812500 Penalty: 4091.789551
	Iteration 40F: 3 clusters Score -443945.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -273514.031250 Penalty: 1917.953491
	Iteration 0F: 2 clusters Score -273514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -270701.093750 Penalty: 3835.906982
	Iteration 0F: 3 clusters Score -270701.1 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -271236.375000 Penalty: 3835.906982
	Iteration 1F: 3 clusters Score -271236.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -271376.843750 Penalty: 3835.906982
	Iteration 2F: 3 clusters Score -271376.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -271436.406250 Penalty: 3835.906982
	Iteration 3Q: 3 clusters Score -271436.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -271476.125000 Penalty: 3835.906982
	Iteration 4Q: 3 clusters Score -271476.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -271510.500000 Penalty: 3835.906982
	Iteration 5Q: 3 clusters Score -271510.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -271537.125000 Penalty: 3835.906982
	Iteration 6Q: 3 clusters Score -271537.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -271555.156250 Penalty: 3835.906982
	Iteration 7Q: 3 clusters Score -271555.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -271575.343750 Penalty: 3835.906982
	Iteration 8Q: 3 clusters Score -271575.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -271589.718750 Penalty: 3835.906982
	Iteration 9Q: 3 clusters Score -271589.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -271609.125000 Penalty: 3835.906982
	Iteration 10Q: 3 clusters Score -271609.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -271628.843750 Penalty: 3835.906982
	Iteration 11Q: 3 clusters Score -271628.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -271644.093750 Penalty: 3835.906982
	Iteration 12Q: 3 clusters Score -271644.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -271664.968750 Penalty: 3835.906982
	Iteration 13Q: 3 clusters Score -271665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -271683.343750 Penalty: 3835.906982
	Iteration 14Q: 3 clusters Score -271683.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -271702.687500 Penalty: 3835.906982
	Iteration 15Q: 3 clusters Score -271702.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -271716.406250 Penalty: 3835.906982
	Iteration 16Q: 3 clusters Score -271716.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -271731.187500 Penalty: 3835.906982
	Iteration 17Q: 3 clusters Score -271731.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -271744.937500 Penalty: 3835.906982
	Iteration 18Q: 3 clusters Score -271744.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -271758.531250 Penalty: 3835.906982
	Iteration 19Q: 3 clusters Score -271758.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -271776.968750 Penalty: 3835.906982
	Iteration 20F: 3 clusters Score -271777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -271789.156250 Penalty: 3835.906982
	Iteration 21Q: 3 clusters Score -271789.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -271800.437500 Penalty: 3835.906982
	Iteration 22Q: 3 clusters Score -271800.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -271808.687500 Penalty: 3835.906982
	Iteration 23Q: 3 clusters Score -271808.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -271816.906250 Penalty: 3835.906982
	Iteration 24Q: 3 clusters Score -271816.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -271827.250000 Penalty: 3835.906982
	Iteration 25Q: 3 clusters Score -271827.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -271843.031250 Penalty: 3835.906982
	Iteration 26Q: 3 clusters Score -271843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -271860.187500 Penalty: 3835.906982
	Iteration 27Q: 3 clusters Score -271860.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -271872.750000 Penalty: 3835.906982
	Iteration 28Q: 3 clusters Score -271872.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -271884.718750 Penalty: 3835.906982
	Iteration 29Q: 3 clusters Score -271884.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -271896.718750 Penalty: 3835.906982
	Iteration 30Q: 3 clusters Score -271896.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -271907.843750 Penalty: 3835.906982
	Iteration 31Q: 3 clusters Score -271907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -271914.187500 Penalty: 3835.906982
	Iteration 32Q: 3 clusters Score -271914.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -271921.718750 Penalty: 3835.906982
	Iteration 33Q: 3 clusters Score -271921.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -271930.093750 Penalty: 3835.906982
	Iteration 34Q: 3 clusters Score -271930.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -271936.468750 Penalty: 3835.906982
	Iteration 35Q: 3 clusters Score -271936.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -271941.687500 Penalty: 3835.906982
	Iteration 36Q: 3 clusters Score -271941.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -271945.406250 Penalty: 3835.906982
	Iteration 37Q: 3 clusters Score -271945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -271948.812500 Penalty: 3835.906982
	Iteration 38Q: 3 clusters Score -271948.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -271953.750000 Penalty: 3835.906982
	Iteration 39Q: 3 clusters Score -271953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -271957.625000 Penalty: 3835.906982
	Iteration 40F: 3 clusters Score -271957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -271961.468750 Penalty: 3835.906982
	Iteration 41Q: 3 clusters Score -271961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -271965.625000 Penalty: 3835.906982
	Iteration 42Q: 3 clusters Score -271965.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -271968.000000 Penalty: 3835.906982
	Iteration 43Q: 3 clusters Score -271968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -271971.750000 Penalty: 3835.906982
	Iteration 44Q: 3 clusters Score -271971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -271975.406250 Penalty: 3835.906982
	Iteration 45Q: 3 clusters Score -271975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -271977.281250 Penalty: 3835.906982
	Iteration 46Q: 3 clusters Score -271977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -271978.718750 Penalty: 3835.906982
	Iteration 47Q: 3 clusters Score -271978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -271980.812500 Penalty: 3835.906982
	Iteration 48Q: 3 clusters Score -271980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -271982.781250 Penalty: 3835.906982
	Iteration 49Q: 3 clusters Score -271982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -271984.218750 Penalty: 3835.906982
	Iteration 50Q: 3 clusters Score -271984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -271986.250000 Penalty: 3835.906982
	Iteration 51Q: 3 clusters Score -271986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -271989.312500 Penalty: 3835.906982
	Iteration 52Q: 3 clusters Score -271989.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -271993.031250 Penalty: 3835.906982
	Iteration 53Q: 3 clusters Score -271993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -271996.843750 Penalty: 3835.906982
	Iteration 54Q: 3 clusters Score -271996.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -272000.531250 Penalty: 3835.906982
	Iteration 55Q: 3 clusters Score -272000.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -272002.843750 Penalty: 3835.906982
	Iteration 56Q: 3 clusters Score -272002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -272004.343750 Penalty: 3835.906982
	Iteration 57Q: 3 clusters Score -272004.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -272004.375000 Penalty: 3835.906982
	Iteration 58Q: 3 clusters Score -272004.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -272006.093750 Penalty: 3835.906982
	Iteration 59Q: 3 clusters Score -272006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -272008.218750 Penalty: 3835.906982
	Iteration 60F: 3 clusters Score -272008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -272009.093750 Penalty: 3835.906982
	Iteration 61Q: 3 clusters Score -272009.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -272010.031250 Penalty: 3835.906982
	Iteration 62Q: 3 clusters Score -272010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -272010.125000 Penalty: 3835.906982
	Iteration 63Q: 3 clusters Score -272010.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -272010.125000 Penalty: 3835.906982
	Iteration 64F: 3 clusters Score -272010.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (31577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Entering Unmasked Estep 
Score: -3936339.250000 Penalty: 2569.325684
	Iteration 0F: 2 clusters Score -3936339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3914694.000000 Penalty: 5138.651367
	Iteration 0F: 3 clusters Score -3914694 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3922383.000000 Penalty: 5138.651367
	Iteration 1F: 3 clusters Score -3922383 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3922738.250000 Penalty: 5138.651367
	Iteration 2Q: 3 clusters Score -3922738 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3923066.000000 Penalty: 5138.651367
	Iteration 3Q: 3 clusters Score -3923066 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -3923388.500000 Penalty: 5138.651367
	Iteration 4Q: 3 clusters Score -3923388 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3923803.750000 Penalty: 5138.651367
	Iteration 5Q: 3 clusters Score -3923804 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3924287.250000 Penalty: 5138.651367
	Iteration 6Q: 3 clusters Score -3924287 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3924958.250000 Penalty: 5138.651367
	Iteration 7Q: 3 clusters Score -3924958 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3925947.000000 Penalty: 5138.651367
	Iteration 8Q: 3 clusters Score -3925947 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -3927244.750000 Penalty: 5138.651367
	Iteration 9F: 3 clusters Score -3927245 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3928502.000000 Penalty: 5138.651367
	Iteration 10F: 3 clusters Score -3928502 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3929536.750000 Penalty: 5138.651367
	Iteration 11F: 3 clusters Score -3929537 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3930280.250000 Penalty: 5138.651367
	Iteration 12Q: 3 clusters Score -3930280 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3930735.500000 Penalty: 5138.651367
	Iteration 13Q: 3 clusters Score -3930736 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3931041.750000 Penalty: 5138.651367
	Iteration 14Q: 3 clusters Score -3931042 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3931277.750000 Penalty: 5138.651367
	Iteration 15Q: 3 clusters Score -3931278 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3931416.500000 Penalty: 5138.651367
	Iteration 16Q: 3 clusters Score -3931416 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3931546.250000 Penalty: 5138.651367
	Iteration 17Q: 3 clusters Score -3931546 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3931729.250000 Penalty: 5138.651367
	Iteration 18Q: 3 clusters Score -3931729 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3931903.500000 Penalty: 5138.651367
	Iteration 19Q: 3 clusters Score -3931904 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3932114.250000 Penalty: 5138.651367
	Iteration 20F: 3 clusters Score -3932114 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -3932351.750000 Penalty: 5138.651367
	Iteration 21Q: 3 clusters Score -3932352 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3932634.500000 Penalty: 5138.651367
	Iteration 22Q: 3 clusters Score -3932634 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3932913.000000 Penalty: 5138.651367
	Iteration 23Q: 3 clusters Score -3932913 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -3933240.500000 Penalty: 5138.651367
	Iteration 24Q: 3 clusters Score -3933240 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -3933523.500000 Penalty: 5138.651367
	Iteration 25Q: 3 clusters Score -3933524 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3933772.250000 Penalty: 5138.651367
	Iteration 26Q: 3 clusters Score -3933772 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3933926.000000 Penalty: 5138.651367
	Iteration 27Q: 3 clusters Score -3933926 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3933999.750000 Penalty: 5138.651367
	Iteration 28Q: 3 clusters Score -3934000 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3934040.250000 Penalty: 5138.651367
	Iteration 29Q: 3 clusters Score -3934040 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3934080.000000 Penalty: 5138.651367
	Iteration 30Q: 3 clusters Score -3934080 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3934101.750000 Penalty: 5138.651367
	Iteration 31Q: 3 clusters Score -3934102 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3934115.000000 Penalty: 5138.651367
	Iteration 32Q: 3 clusters Score -3934115 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -3934138.250000 Penalty: 5138.651367
	Iteration 33Q: 3 clusters Score -3934138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -3934144.750000 Penalty: 5138.651367
	Iteration 34Q: 3 clusters Score -3934145 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3934153.000000 Penalty: 5138.651367
	Iteration 35Q: 3 clusters Score -3934153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3934162.250000 Penalty: 5138.651367
	Iteration 36Q: 3 clusters Score -3934162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -3934168.500000 Penalty: 5138.651367
	Iteration 37Q: 3 clusters Score -3934168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3934176.250000 Penalty: 5138.651367
	Iteration 38Q: 3 clusters Score -3934176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3934172.250000 Penalty: 5138.651367
	Iteration 39Q: 3 clusters Score -3934172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -3934175.500000 Penalty: 5138.651367
	Iteration 40F: 3 clusters Score -3934176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -3934190.250000 Penalty: 5138.651367
	Iteration 41Q: 3 clusters Score -3934190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -3934193.000000 Penalty: 5138.651367
	Iteration 42Q: 3 clusters Score -3934193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3934188.250000 Penalty: 5138.651367
	Iteration 43Q: 3 clusters Score -3934188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3934189.250000 Penalty: 5138.651367
	Iteration 44Q: 3 clusters Score -3934189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3934195.750000 Penalty: 5138.651367
	Iteration 45Q: 3 clusters Score -3934196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3934194.500000 Penalty: 5138.651367
	Iteration 46Q: 3 clusters Score -3934194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -3934191.000000 Penalty: 5138.651367
	Iteration 47Q: 3 clusters Score -3934191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3934206.000000 Penalty: 5138.651367
	Iteration 48Q: 3 clusters Score -3934206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3934211.250000 Penalty: 5138.651367
	Iteration 49Q: 3 clusters Score -3934211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3934211.500000 Penalty: 5138.651367
	Iteration 50Q: 3 clusters Score -3934212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3934220.000000 Penalty: 5138.651367
	Iteration 51Q: 3 clusters Score -3934220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3934223.000000 Penalty: 5138.651367
	Iteration 52Q: 3 clusters Score -3934223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3934219.500000 Penalty: 5138.651367
	Iteration 53Q: 3 clusters Score -3934220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3934228.500000 Penalty: 5138.651367
	Iteration 54Q: 3 clusters Score -3934228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3934223.000000 Penalty: 5138.651367
	Iteration 55Q: 3 clusters Score -3934223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3934231.500000 Penalty: 5138.651367
	Iteration 56Q: 3 clusters Score -3934232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3934224.500000 Penalty: 5138.651367
	Iteration 57Q: 3 clusters Score -3934224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3934220.250000 Penalty: 5138.651367
	Iteration 58Q: 3 clusters Score -3934220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3934224.000000 Penalty: 5138.651367
	Iteration 59Q: 3 clusters Score -3934224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -3934224.000000 Penalty: 5138.651367
	Iteration 60F: 3 clusters Score -3934224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3934220.750000 Penalty: 5138.651367
	Iteration 61Q: 3 clusters Score -3934221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3934218.750000 Penalty: 5138.651367
	Iteration 62Q: 3 clusters Score -3934219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3934220.000000 Penalty: 5138.651367
	Iteration 63Q: 3 clusters Score -3934220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3934226.500000 Penalty: 5138.651367
	Iteration 64Q: 3 clusters Score -3934226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -3934224.000000 Penalty: 5138.651367
	Iteration 65Q: 3 clusters Score -3934224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3934224.500000 Penalty: 5138.651367
	Iteration 66Q: 3 clusters Score -3934224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3934223.750000 Penalty: 5138.651367
	Iteration 67Q: 3 clusters Score -3934224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3934223.750000 Penalty: 5138.651367
	Iteration 68Q: 3 clusters Score -3934224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -3934224.250000 Penalty: 5138.651367
	Iteration 69Q: 3 clusters Score -3934224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3934224.750000 Penalty: 5138.651367
	Iteration 70Q: 3 clusters Score -3934225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3934224.750000 Penalty: 5138.651367
	Iteration 71F: 3 clusters Score -3934225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -296624.593750 Penalty: 1940.858887
	Iteration 0F: 2 clusters Score -296624.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -293688.593750 Penalty: 3881.717773
	Iteration 0F: 3 clusters Score -293688.6 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -294365.875000 Penalty: 3881.717773
	Iteration 1F: 3 clusters Score -294365.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -294540.468750 Penalty: 3881.717773
	Iteration 2F: 3 clusters Score -294540.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -294646.281250 Penalty: 3881.717773
	Iteration 3F: 3 clusters Score -294646.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -294706.250000 Penalty: 3881.717773
	Iteration 4Q: 3 clusters Score -294706.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -294744.625000 Penalty: 3881.717773
	Iteration 5Q: 3 clusters Score -294744.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -294779.312500 Penalty: 3881.717773
	Iteration 6Q: 3 clusters Score -294779.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -294820.156250 Penalty: 3881.717773
	Iteration 7Q: 3 clusters Score -294820.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -294852.250000 Penalty: 3881.717773
	Iteration 8Q: 3 clusters Score -294852.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -294884.625000 Penalty: 3881.717773
	Iteration 9Q: 3 clusters Score -294884.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -294915.562500 Penalty: 3881.717773
	Iteration 10Q: 3 clusters Score -294915.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -294939.468750 Penalty: 3881.717773
	Iteration 11Q: 3 clusters Score -294939.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -294959.093750 Penalty: 3881.717773
	Iteration 12Q: 3 clusters Score -294959.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -294979.812500 Penalty: 3881.717773
	Iteration 13Q: 3 clusters Score -294979.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -295002.687500 Penalty: 3881.717773
	Iteration 14Q: 3 clusters Score -295002.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -295019.750000 Penalty: 3881.717773
	Iteration 15Q: 3 clusters Score -295019.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -295041.343750 Penalty: 3881.717773
	Iteration 16Q: 3 clusters Score -295041.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -295060.281250 Penalty: 3881.717773
	Iteration 17Q: 3 clusters Score -295060.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -295076.187500 Penalty: 3881.717773
	Iteration 18Q: 3 clusters Score -295076.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -295095.000000 Penalty: 3881.717773
	Iteration 19Q: 3 clusters Score -295095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -295115.281250 Penalty: 3881.717773
	Iteration 20F: 3 clusters Score -295115.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -295133.062500 Penalty: 3881.717773
	Iteration 21Q: 3 clusters Score -295133.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -295167.625000 Penalty: 3881.717773
	Iteration 22Q: 3 clusters Score -295167.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -295191.500000 Penalty: 3881.717773
	Iteration 23Q: 3 clusters Score -295191.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -295209.406250 Penalty: 3881.717773
	Iteration 24Q: 3 clusters Score -295209.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -295224.500000 Penalty: 3881.717773
	Iteration 25Q: 3 clusters Score -295224.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -295249.156250 Penalty: 3881.717773
	Iteration 26Q: 3 clusters Score -295249.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -295278.531250 Penalty: 3881.717773
	Iteration 27Q: 3 clusters Score -295278.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -295310.531250 Penalty: 3881.717773
	Iteration 28Q: 3 clusters Score -295310.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -295337.937500 Penalty: 3881.717773
	Iteration 29Q: 3 clusters Score -295337.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -295378.187500 Penalty: 3881.717773
	Iteration 30Q: 3 clusters Score -295378.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -295409.875000 Penalty: 3881.717773
	Iteration 31Q: 3 clusters Score -295409.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -295428.000000 Penalty: 3881.717773
	Iteration 32Q: 3 clusters Score -295428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -295441.625000 Penalty: 3881.717773
	Iteration 33Q: 3 clusters Score -295441.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -295455.500000 Penalty: 3881.717773
	Iteration 34Q: 3 clusters Score -295455.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -295467.625000 Penalty: 3881.717773
	Iteration 35Q: 3 clusters Score -295467.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -295478.562500 Penalty: 3881.717773
	Iteration 36Q: 3 clusters Score -295478.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -295494.531250 Penalty: 3881.717773
	Iteration 37Q: 3 clusters Score -295494.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -295512.687500 Penalty: 3881.717773
	Iteration 38Q: 3 clusters Score -295512.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -295533.187500 Penalty: 3881.717773
	Iteration 39Q: 3 clusters Score -295533.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -295551.843750 Penalty: 3881.717773
	Iteration 40F: 3 clusters Score -295551.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -295567.812500 Penalty: 3881.717773
	Iteration 41Q: 3 clusters Score -295567.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -295580.937500 Penalty: 3881.717773
	Iteration 42Q: 3 clusters Score -295580.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -295596.281250 Penalty: 3881.717773
	Iteration 43Q: 3 clusters Score -295596.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -295609.031250 Penalty: 3881.717773
	Iteration 44Q: 3 clusters Score -295609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -295618.187500 Penalty: 3881.717773
	Iteration 45Q: 3 clusters Score -295618.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -295632.437500 Penalty: 3881.717773
	Iteration 46Q: 3 clusters Score -295632.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -295657.281250 Penalty: 3881.717773
	Iteration 47Q: 3 clusters Score -295657.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -295680.875000 Penalty: 3881.717773
	Iteration 48Q: 3 clusters Score -295680.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -295718.781250 Penalty: 3881.717773
	Iteration 49Q: 3 clusters Score -295718.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -295783.375000 Penalty: 3881.717773
	Iteration 50Q: 3 clusters Score -295783.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -295903.781250 Penalty: 3881.717773
	Iteration 51Q: 3 clusters Score -295903.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -296171.125000 Penalty: 3881.717773
	Iteration 52Q: 3 clusters Score -296171.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -296352.656250 Penalty: 3881.717773
	Iteration 53Q: 3 clusters Score -296352.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -296422.687500 Penalty: 3881.717773
	Iteration 54Q: 3 clusters Score -296422.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -296457.250000 Penalty: 3881.717773
	Iteration 55Q: 3 clusters Score -296457.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -296515.031250 Penalty: 3881.717773
	Iteration 56Q: 3 clusters Score -296515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -296580.218750 Penalty: 3881.717773
	Iteration 57Q: 3 clusters Score -296580.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -296639.250000 Penalty: 3881.717773
	Iteration 58Q: 3 clusters Score -296639.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -296702.437500 Penalty: 3881.717773
	Iteration 59Q: 3 clusters Score -296702.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -296715.875000 Penalty: 3881.717773
	Iteration 60F: 3 clusters Score -296715.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -296720.093750 Penalty: 3881.717773
	Iteration 61Q: 3 clusters Score -296720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -296721.468750 Penalty: 3881.717773
	Iteration 62Q: 3 clusters Score -296721.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -296722.843750 Penalty: 3881.717773
	Iteration 63Q: 3 clusters Score -296722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -296723.156250 Penalty: 3881.717773
	Iteration 64Q: 3 clusters Score -296723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -296723.156250 Penalty: 3881.717773
	Iteration 65F: 3 clusters Score -296723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 1466 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5302 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 632 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5629 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 1039 members 
Entering Unmasked Estep 
Score: -154535136.000000 Penalty: 286492.562500
Splitting cluster 45 changes total score from -154536816.000000 to -154535136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -275667.500000 Penalty: 1909.448608
	Iteration 0F: 2 clusters Score -275667.5 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 1051 members 
Entering Unmasked Estep 
Score: -272913.687500 Penalty: 3818.897217
	Iteration 0F: 3 clusters Score -272913.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -273470.812500 Penalty: 3818.897217
	Iteration 1F: 3 clusters Score -273470.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -273617.187500 Penalty: 3818.897217
	Iteration 2F: 3 clusters Score -273617.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -273685.656250 Penalty: 3818.897217
	Iteration 3Q: 3 clusters Score -273685.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -273709.312500 Penalty: 3818.897217
	Iteration 4Q: 3 clusters Score -273709.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -273722.781250 Penalty: 3818.897217
	Iteration 5Q: 3 clusters Score -273722.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -273745.250000 Penalty: 3818.897217
	Iteration 6Q: 3 clusters Score -273745.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -273761.906250 Penalty: 3818.897217
	Iteration 7Q: 3 clusters Score -273761.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -273772.375000 Penalty: 3818.897217
	Iteration 8Q: 3 clusters Score -273772.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -273779.312500 Penalty: 3818.897217
	Iteration 9Q: 3 clusters Score -273779.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -273784.781250 Penalty: 3818.897217
	Iteration 10Q: 3 clusters Score -273784.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -273786.531250 Penalty: 3818.897217
	Iteration 11Q: 3 clusters Score -273786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -273787.156250 Penalty: 3818.897217
	Iteration 12Q: 3 clusters Score -273787.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -273787.156250 Penalty: 3818.897217
	Iteration 13F: 3 clusters Score -273787.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -262851.343750 Penalty: 1913.350708
	Iteration 0F: 2 clusters Score -262851.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -260105.140625 Penalty: 3826.701416
	Iteration 0F: 3 clusters Score -260105.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -260673.187500 Penalty: 3826.701416
	Iteration 1F: 3 clusters Score -260673.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -260867.781250 Penalty: 3826.701416
	Iteration 2F: 3 clusters Score -260867.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -261022.890625 Penalty: 3826.701416
	Iteration 3F: 3 clusters Score -261022.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -261156.187500 Penalty: 3826.701416
	Iteration 4F: 3 clusters Score -261156.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -261265.281250 Penalty: 3826.701416
	Iteration 5Q: 3 clusters Score -261265.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -261327.859375 Penalty: 3826.701416
	Iteration 6Q: 3 clusters Score -261327.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -261388.062500 Penalty: 3826.701416
	Iteration 7Q: 3 clusters Score -261388.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -261429.093750 Penalty: 3826.701416
	Iteration 8Q: 3 clusters Score -261429.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -261465.843750 Penalty: 3826.701416
	Iteration 9Q: 3 clusters Score -261465.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -261498.234375 Penalty: 3826.701416
	Iteration 10Q: 3 clusters Score -261498.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -261536.921875 Penalty: 3826.701416
	Iteration 11Q: 3 clusters Score -261536.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -261573.375000 Penalty: 3826.701416
	Iteration 12Q: 3 clusters Score -261573.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -261610.625000 Penalty: 3826.701416
	Iteration 13Q: 3 clusters Score -261610.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -261637.250000 Penalty: 3826.701416
	Iteration 14Q: 3 clusters Score -261637.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -261657.312500 Penalty: 3826.701416
	Iteration 15Q: 3 clusters Score -261657.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -261672.703125 Penalty: 3826.701416
	Iteration 16Q: 3 clusters Score -261672.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -261682.968750 Penalty: 3826.701416
	Iteration 17Q: 3 clusters Score -261683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -261692.187500 Penalty: 3826.701416
	Iteration 18Q: 3 clusters Score -261692.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -261703.390625 Penalty: 3826.701416
	Iteration 19Q: 3 clusters Score -261703.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -261709.656250 Penalty: 3826.701416
	Iteration 20F: 3 clusters Score -261709.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -261714.968750 Penalty: 3826.701416
	Iteration 21Q: 3 clusters Score -261715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -261721.156250 Penalty: 3826.701416
	Iteration 22Q: 3 clusters Score -261721.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -261725.281250 Penalty: 3826.701416
	Iteration 23Q: 3 clusters Score -261725.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -261729.234375 Penalty: 3826.701416
	Iteration 24Q: 3 clusters Score -261729.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -261733.390625 Penalty: 3826.701416
	Iteration 25Q: 3 clusters Score -261733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -261734.265625 Penalty: 3826.701416
	Iteration 26Q: 3 clusters Score -261734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -261734.265625 Penalty: 3826.701416
	Iteration 27F: 3 clusters Score -261734.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -481094.281250 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -481094.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -476949.312500 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -476949.3 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -478064.906250 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -478064.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -478398.937500 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -478398.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -478596.156250 Penalty: 4165.834473
	Iteration 3F: 3 clusters Score -478596.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -478732.718750 Penalty: 4165.834473
	Iteration 4Q: 3 clusters Score -478732.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -478825.187500 Penalty: 4165.834473
	Iteration 5Q: 3 clusters Score -478825.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -478891.218750 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -478891.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -478950.968750 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -478951 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -478998.125000 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -478998.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -479040.718750 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -479040.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -479079.250000 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -479079.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -479119.187500 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -479119.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -479163.031250 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -479163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -479199.187500 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -479199.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -479236.125000 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -479236.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -479265.843750 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -479265.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -479288.000000 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -479288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -479316.843750 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -479316.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -479344.312500 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -479344.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -479364.687500 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -479364.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -479383.093750 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -479383.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -479407.593750 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -479407.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -479429.062500 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -479429.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -479446.281250 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -479446.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -479462.218750 Penalty: 4165.834473
	Iteration 24Q: 3 clusters Score -479462.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -479478.562500 Penalty: 4165.834473
	Iteration 25Q: 3 clusters Score -479478.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -479492.406250 Penalty: 4165.834473
	Iteration 26Q: 3 clusters Score -479492.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -479507.031250 Penalty: 4165.834473
	Iteration 27Q: 3 clusters Score -479507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -479517.937500 Penalty: 4165.834473
	Iteration 28Q: 3 clusters Score -479517.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -479525.781250 Penalty: 4165.834473
	Iteration 29Q: 3 clusters Score -479525.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -479527.875000 Penalty: 4165.834473
	Iteration 30Q: 3 clusters Score -479527.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -479531.156250 Penalty: 4165.834473
	Iteration 31Q: 3 clusters Score -479531.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -479534.437500 Penalty: 4165.834473
	Iteration 32Q: 3 clusters Score -479534.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -479535.906250 Penalty: 4165.834473
	Iteration 33Q: 3 clusters Score -479535.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -479537.625000 Penalty: 4165.834473
	Iteration 34Q: 3 clusters Score -479537.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -479539.968750 Penalty: 4165.834473
	Iteration 35Q: 3 clusters Score -479540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -479542.250000 Penalty: 4165.834473
	Iteration 36Q: 3 clusters Score -479542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -479544.218750 Penalty: 4165.834473
	Iteration 37Q: 3 clusters Score -479544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -479548.531250 Penalty: 4165.834473
	Iteration 38Q: 3 clusters Score -479548.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -479551.031250 Penalty: 4165.834473
	Iteration 39Q: 3 clusters Score -479551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -479552.875000 Penalty: 4165.834473
	Iteration 40F: 3 clusters Score -479552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -479553.781250 Penalty: 4165.834473
	Iteration 41Q: 3 clusters Score -479553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -479553.781250 Penalty: 4165.834473
	Iteration 42F: 3 clusters Score -479553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Entering Unmasked Estep 
Score: -526354.562500 Penalty: 2081.854248
	Iteration 0F: 2 clusters Score -526354.6 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 2182 members 
Entering Unmasked Estep 
Score: -522243.593750 Penalty: 4163.708496
	Iteration 0F: 3 clusters Score -522243.6 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -523188.812500 Penalty: 4163.708496
	Iteration 1F: 3 clusters Score -523188.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -523478.375000 Penalty: 4163.708496
	Iteration 2F: 3 clusters Score -523478.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -523736.062500 Penalty: 4163.708496
	Iteration 3F: 3 clusters Score -523736.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -523998.625000 Penalty: 4163.708496
	Iteration 4F: 3 clusters Score -523998.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -524298.812500 Penalty: 4163.708496
	Iteration 5F: 3 clusters Score -524298.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -524521.687500 Penalty: 4163.708496
	Iteration 6F: 3 clusters Score -524521.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -524662.812500 Penalty: 4163.708496
	Iteration 7Q: 3 clusters Score -524662.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -524766.437500 Penalty: 4163.708496
	Iteration 8Q: 3 clusters Score -524766.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -524850.312500 Penalty: 4163.708496
	Iteration 9Q: 3 clusters Score -524850.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -524902.937500 Penalty: 4163.708496
	Iteration 10Q: 3 clusters Score -524902.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -524935.125000 Penalty: 4163.708496
	Iteration 11Q: 3 clusters Score -524935.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -524961.000000 Penalty: 4163.708496
	Iteration 12Q: 3 clusters Score -524961 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -524979.125000 Penalty: 4163.708496
	Iteration 13Q: 3 clusters Score -524979.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -524989.625000 Penalty: 4163.708496
	Iteration 14Q: 3 clusters Score -524989.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -525003.750000 Penalty: 4163.708496
	Iteration 15Q: 3 clusters Score -525003.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -525009.812500 Penalty: 4163.708496
	Iteration 16Q: 3 clusters Score -525009.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -525012.437500 Penalty: 4163.708496
	Iteration 17Q: 3 clusters Score -525012.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -525016.625000 Penalty: 4163.708496
	Iteration 18Q: 3 clusters Score -525016.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -525021.375000 Penalty: 4163.708496
	Iteration 19Q: 3 clusters Score -525021.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -525026.750000 Penalty: 4163.708496
	Iteration 20F: 3 clusters Score -525026.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -525031.812500 Penalty: 4163.708496
	Iteration 21Q: 3 clusters Score -525031.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -525036.000000 Penalty: 4163.708496
	Iteration 22Q: 3 clusters Score -525036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -525037.812500 Penalty: 4163.708496
	Iteration 23Q: 3 clusters Score -525037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -525039.187500 Penalty: 4163.708496
	Iteration 24Q: 3 clusters Score -525039.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -525039.187500 Penalty: 4163.708496
	Iteration 25F: 3 clusters Score -525039.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Entering Unmasked Estep 
Score: -803620.625000 Penalty: 2184.808838
	Iteration 0F: 2 clusters Score -803620.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -797983.625000 Penalty: 4369.617676
	Iteration 0F: 3 clusters Score -797983.6 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -799430.437500 Penalty: 4369.617676
	Iteration 1F: 3 clusters Score -799430.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -799688.687500 Penalty: 4369.617676
	Iteration 2F: 3 clusters Score -799688.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -799870.937500 Penalty: 4369.617676
	Iteration 3F: 3 clusters Score -799870.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -800030.187500 Penalty: 4369.617676
	Iteration 4Q: 3 clusters Score -800030.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -800205.250000 Penalty: 4369.617676
	Iteration 5Q: 3 clusters Score -800205.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -800362.625000 Penalty: 4369.617676
	Iteration 6Q: 3 clusters Score -800362.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -800506.312500 Penalty: 4369.617676
	Iteration 7Q: 3 clusters Score -800506.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -800670.500000 Penalty: 4369.617676
	Iteration 8Q: 3 clusters Score -800670.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -800833.125000 Penalty: 4369.617676
	Iteration 9Q: 3 clusters Score -800833.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -800978.562500 Penalty: 4369.617676
	Iteration 10Q: 3 clusters Score -800978.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -801108.812500 Penalty: 4369.617676
	Iteration 11Q: 3 clusters Score -801108.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -801234.250000 Penalty: 4369.617676
	Iteration 12Q: 3 clusters Score -801234.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -801357.000000 Penalty: 4369.617676
	Iteration 13Q: 3 clusters Score -801357 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -801463.187500 Penalty: 4369.617676
	Iteration 14Q: 3 clusters Score -801463.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -801549.375000 Penalty: 4369.617676
	Iteration 15Q: 3 clusters Score -801549.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -801610.125000 Penalty: 4369.617676
	Iteration 16Q: 3 clusters Score -801610.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -801665.312500 Penalty: 4369.617676
	Iteration 17Q: 3 clusters Score -801665.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -801714.437500 Penalty: 4369.617676
	Iteration 18Q: 3 clusters Score -801714.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -801758.062500 Penalty: 4369.617676
	Iteration 19Q: 3 clusters Score -801758.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -801810.000000 Penalty: 4369.617676
	Iteration 20F: 3 clusters Score -801810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -801854.375000 Penalty: 4369.617676
	Iteration 21Q: 3 clusters Score -801854.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -801886.500000 Penalty: 4369.617676
	Iteration 22Q: 3 clusters Score -801886.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -801912.625000 Penalty: 4369.617676
	Iteration 23Q: 3 clusters Score -801912.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -801928.812500 Penalty: 4369.617676
	Iteration 24Q: 3 clusters Score -801928.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -801940.750000 Penalty: 4369.617676
	Iteration 25Q: 3 clusters Score -801940.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -801947.812500 Penalty: 4369.617676
	Iteration 26Q: 3 clusters Score -801947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -801950.000000 Penalty: 4369.617676
	Iteration 27Q: 3 clusters Score -801950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -801952.312500 Penalty: 4369.617676
	Iteration 28Q: 3 clusters Score -801952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -801953.125000 Penalty: 4369.617676
	Iteration 29Q: 3 clusters Score -801953.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -801956.000000 Penalty: 4369.617676
	Iteration 30Q: 3 clusters Score -801956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -801957.687500 Penalty: 4369.617676
	Iteration 31Q: 3 clusters Score -801957.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -801957.687500 Penalty: 4369.617676
	Iteration 32F: 3 clusters Score -801957.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -259498.734375 Penalty: 1910.793335
	Iteration 0F: 2 clusters Score -259498.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -256794.890625 Penalty: 3821.586670
	Iteration 0F: 3 clusters Score -256794.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -257398.828125 Penalty: 3821.586670
	Iteration 1F: 3 clusters Score -257398.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -257582.468750 Penalty: 3821.586670
	Iteration 2F: 3 clusters Score -257582.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -257690.125000 Penalty: 3821.586670
	Iteration 3F: 3 clusters Score -257690.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -257761.437500 Penalty: 3821.586670
	Iteration 4Q: 3 clusters Score -257761.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -257830.703125 Penalty: 3821.586670
	Iteration 5Q: 3 clusters Score -257830.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -257911.640625 Penalty: 3821.586670
	Iteration 6Q: 3 clusters Score -257911.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -257983.765625 Penalty: 3821.586670
	Iteration 7Q: 3 clusters Score -257983.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -258063.593750 Penalty: 3821.586670
	Iteration 8Q: 3 clusters Score -258063.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -258151.671875 Penalty: 3821.586670
	Iteration 9Q: 3 clusters Score -258151.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -258204.859375 Penalty: 3821.586670
	Iteration 10Q: 3 clusters Score -258204.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -258251.000000 Penalty: 3821.586670
	Iteration 11Q: 3 clusters Score -258251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -258293.343750 Penalty: 3821.586670
	Iteration 12Q: 3 clusters Score -258293.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -258336.562500 Penalty: 3821.586670
	Iteration 13Q: 3 clusters Score -258336.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -258382.187500 Penalty: 3821.586670
	Iteration 14Q: 3 clusters Score -258382.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -258428.968750 Penalty: 3821.586670
	Iteration 15Q: 3 clusters Score -258429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -258447.546875 Penalty: 3821.586670
	Iteration 16Q: 3 clusters Score -258447.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -258462.062500 Penalty: 3821.586670
	Iteration 17Q: 3 clusters Score -258462.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -258469.000000 Penalty: 3821.586670
	Iteration 18Q: 3 clusters Score -258469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -258472.390625 Penalty: 3821.586670
	Iteration 19Q: 3 clusters Score -258472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -258474.890625 Penalty: 3821.586670
	Iteration 20F: 3 clusters Score -258474.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -258475.843750 Penalty: 3821.586670
	Iteration 21Q: 3 clusters Score -258475.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -258475.843750 Penalty: 3821.586670
	Iteration 22F: 3 clusters Score -258475.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (17834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Entering Unmasked Estep 
Score: -2150275.000000 Penalty: 2427.637939
	Iteration 0F: 2 clusters Score -2150275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2137528.750000 Penalty: 4855.275879
	Iteration 0F: 3 clusters Score -2137529 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2141718.250000 Penalty: 4855.275879
	Iteration 1F: 3 clusters Score -2141718 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2142133.500000 Penalty: 4855.275879
	Iteration 2F: 3 clusters Score -2142134 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2142470.250000 Penalty: 4855.275879
	Iteration 3Q: 3 clusters Score -2142470 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2142808.000000 Penalty: 4855.275879
	Iteration 4Q: 3 clusters Score -2142808 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2143206.500000 Penalty: 4855.275879
	Iteration 5Q: 3 clusters Score -2143206 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2143681.250000 Penalty: 4855.275879
	Iteration 6Q: 3 clusters Score -2143681 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2144311.500000 Penalty: 4855.275879
	Iteration 7F: 3 clusters Score -2144312 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2145068.000000 Penalty: 4855.275879
	Iteration 8F: 3 clusters Score -2145068 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2145883.500000 Penalty: 4855.275879
	Iteration 9F: 3 clusters Score -2145884 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2146640.750000 Penalty: 4855.275879
	Iteration 10F: 3 clusters Score -2146641 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2147266.750000 Penalty: 4855.275879
	Iteration 11Q: 3 clusters Score -2147267 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2147760.500000 Penalty: 4855.275879
	Iteration 12Q: 3 clusters Score -2147760 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2148080.750000 Penalty: 4855.275879
	Iteration 13Q: 3 clusters Score -2148081 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2148289.250000 Penalty: 4855.275879
	Iteration 14Q: 3 clusters Score -2148289 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2148427.500000 Penalty: 4855.275879
	Iteration 15Q: 3 clusters Score -2148428 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2148512.000000 Penalty: 4855.275879
	Iteration 16Q: 3 clusters Score -2148512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2148558.250000 Penalty: 4855.275879
	Iteration 17Q: 3 clusters Score -2148558 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2148604.250000 Penalty: 4855.275879
	Iteration 18Q: 3 clusters Score -2148604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2148633.500000 Penalty: 4855.275879
	Iteration 19Q: 3 clusters Score -2148634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2148651.750000 Penalty: 4855.275879
	Iteration 20F: 3 clusters Score -2148652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2148659.750000 Penalty: 4855.275879
	Iteration 21Q: 3 clusters Score -2148660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2148668.750000 Penalty: 4855.275879
	Iteration 22Q: 3 clusters Score -2148669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2148671.750000 Penalty: 4855.275879
	Iteration 23Q: 3 clusters Score -2148672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2148678.750000 Penalty: 4855.275879
	Iteration 24Q: 3 clusters Score -2148679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2148684.750000 Penalty: 4855.275879
	Iteration 25Q: 3 clusters Score -2148685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2148689.000000 Penalty: 4855.275879
	Iteration 26Q: 3 clusters Score -2148689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2148692.500000 Penalty: 4855.275879
	Iteration 27Q: 3 clusters Score -2148692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2148691.500000 Penalty: 4855.275879
	Iteration 28Q: 3 clusters Score -2148692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2148692.500000 Penalty: 4855.275879
	Iteration 29Q: 3 clusters Score -2148692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2148697.500000 Penalty: 4855.275879
	Iteration 30Q: 3 clusters Score -2148698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2148701.500000 Penalty: 4855.275879
	Iteration 31Q: 3 clusters Score -2148702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2148700.000000 Penalty: 4855.275879
	Iteration 32Q: 3 clusters Score -2148700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2148697.500000 Penalty: 4855.275879
	Iteration 33Q: 3 clusters Score -2148698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2148697.500000 Penalty: 4855.275879
	Iteration 34F: 3 clusters Score -2148698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -385437.437500 Penalty: 1932.195190
	Iteration 0F: 2 clusters Score -385437.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -382543.000000 Penalty: 3864.390381
	Iteration 0F: 3 clusters Score -382543 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -383217.687500 Penalty: 3864.390381
	Iteration 1F: 3 clusters Score -383217.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -383648.687500 Penalty: 3864.390381
	Iteration 2F: 3 clusters Score -383648.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -384187.906250 Penalty: 3864.390381
	Iteration 3F: 3 clusters Score -384187.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -384586.218750 Penalty: 3864.390381
	Iteration 4F: 3 clusters Score -384586.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -384772.843750 Penalty: 3864.390381
	Iteration 5F: 3 clusters Score -384772.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -384892.843750 Penalty: 3864.390381
	Iteration 6Q: 3 clusters Score -384892.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -384986.968750 Penalty: 3864.390381
	Iteration 7Q: 3 clusters Score -384987 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -385055.031250 Penalty: 3864.390381
	Iteration 8Q: 3 clusters Score -385055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -385104.718750 Penalty: 3864.390381
	Iteration 9Q: 3 clusters Score -385104.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -385133.468750 Penalty: 3864.390381
	Iteration 10Q: 3 clusters Score -385133.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -385157.312500 Penalty: 3864.390381
	Iteration 11Q: 3 clusters Score -385157.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -385177.687500 Penalty: 3864.390381
	Iteration 12Q: 3 clusters Score -385177.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -385190.875000 Penalty: 3864.390381
	Iteration 13Q: 3 clusters Score -385190.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -385210.093750 Penalty: 3864.390381
	Iteration 14Q: 3 clusters Score -385210.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -385223.343750 Penalty: 3864.390381
	Iteration 15Q: 3 clusters Score -385223.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -385232.343750 Penalty: 3864.390381
	Iteration 16Q: 3 clusters Score -385232.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -385239.812500 Penalty: 3864.390381
	Iteration 17Q: 3 clusters Score -385239.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -385249.812500 Penalty: 3864.390381
	Iteration 18Q: 3 clusters Score -385249.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -385260.875000 Penalty: 3864.390381
	Iteration 19Q: 3 clusters Score -385260.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -385271.781250 Penalty: 3864.390381
	Iteration 20F: 3 clusters Score -385271.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -385286.281250 Penalty: 3864.390381
	Iteration 21Q: 3 clusters Score -385286.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -385300.750000 Penalty: 3864.390381
	Iteration 22Q: 3 clusters Score -385300.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -385322.656250 Penalty: 3864.390381
	Iteration 23Q: 3 clusters Score -385322.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -385346.750000 Penalty: 3864.390381
	Iteration 24Q: 3 clusters Score -385346.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -385362.937500 Penalty: 3864.390381
	Iteration 25Q: 3 clusters Score -385362.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -385380.156250 Penalty: 3864.390381
	Iteration 26Q: 3 clusters Score -385380.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -385401.625000 Penalty: 3864.390381
	Iteration 27Q: 3 clusters Score -385401.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -385412.656250 Penalty: 3864.390381
	Iteration 28Q: 3 clusters Score -385412.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -385422.687500 Penalty: 3864.390381
	Iteration 29Q: 3 clusters Score -385422.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -385431.656250 Penalty: 3864.390381
	Iteration 30Q: 3 clusters Score -385431.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -385438.000000 Penalty: 3864.390381
	Iteration 31Q: 3 clusters Score -385438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -385443.718750 Penalty: 3864.390381
	Iteration 32Q: 3 clusters Score -385443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -385445.562500 Penalty: 3864.390381
	Iteration 33Q: 3 clusters Score -385445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -385447.406250 Penalty: 3864.390381
	Iteration 34Q: 3 clusters Score -385447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -385448.531250 Penalty: 3864.390381
	Iteration 35Q: 3 clusters Score -385448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -385451.906250 Penalty: 3864.390381
	Iteration 36Q: 3 clusters Score -385451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -385455.781250 Penalty: 3864.390381
	Iteration 37Q: 3 clusters Score -385455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -385458.781250 Penalty: 3864.390381
	Iteration 38Q: 3 clusters Score -385458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -385460.843750 Penalty: 3864.390381
	Iteration 39Q: 3 clusters Score -385460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -385462.812500 Penalty: 3864.390381
	Iteration 40F: 3 clusters Score -385462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -385466.562500 Penalty: 3864.390381
	Iteration 41Q: 3 clusters Score -385466.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -385468.625000 Penalty: 3864.390381
	Iteration 42Q: 3 clusters Score -385468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -385472.312500 Penalty: 3864.390381
	Iteration 43Q: 3 clusters Score -385472.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -385473.218750 Penalty: 3864.390381
	Iteration 44Q: 3 clusters Score -385473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -385476.406250 Penalty: 3864.390381
	Iteration 45Q: 3 clusters Score -385476.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -385479.562500 Penalty: 3864.390381
	Iteration 46Q: 3 clusters Score -385479.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -385492.718750 Penalty: 3864.390381
	Iteration 47Q: 3 clusters Score -385492.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -385507.250000 Penalty: 3864.390381
	Iteration 48Q: 3 clusters Score -385507.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -385530.343750 Penalty: 3864.390381
	Iteration 49Q: 3 clusters Score -385530.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -385540.218750 Penalty: 3864.390381
	Iteration 50Q: 3 clusters Score -385540.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -385547.531250 Penalty: 3864.390381
	Iteration 51Q: 3 clusters Score -385547.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -385553.750000 Penalty: 3864.390381
	Iteration 52Q: 3 clusters Score -385553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -385554.562500 Penalty: 3864.390381
	Iteration 53Q: 3 clusters Score -385554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -385554.562500 Penalty: 3864.390381
	Iteration 54F: 3 clusters Score -385554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 644 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5302 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 632 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5629 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 1775 members 
Entering Unmasked Estep 
Score: -154535584.000000 Penalty: 286492.562500
Splitting cluster 53 changes total score from -154536816.000000 to -154535584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (8677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Entering Unmasked Estep 
Score: -1016809.687500 Penalty: 2248.970947
	Iteration 0F: 2 clusters Score -1016810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1010052.750000 Penalty: 4497.941895
	Iteration 0F: 3 clusters Score -1010053 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1011908.937500 Penalty: 4497.941895
	Iteration 1F: 3 clusters Score -1011909 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1012213.062500 Penalty: 4497.941895
	Iteration 2F: 3 clusters Score -1012213 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1012458.812500 Penalty: 4497.941895
	Iteration 3F: 3 clusters Score -1012459 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1012676.812500 Penalty: 4497.941895
	Iteration 4Q: 3 clusters Score -1012677 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1012860.250000 Penalty: 4497.941895
	Iteration 5Q: 3 clusters Score -1012860 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1013041.750000 Penalty: 4497.941895
	Iteration 6Q: 3 clusters Score -1013042 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1013211.500000 Penalty: 4497.941895
	Iteration 7Q: 3 clusters Score -1013212 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1013444.375000 Penalty: 4497.941895
	Iteration 8Q: 3 clusters Score -1013444 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1013679.500000 Penalty: 4497.941895
	Iteration 9Q: 3 clusters Score -1013680 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1013880.625000 Penalty: 4497.941895
	Iteration 10Q: 3 clusters Score -1013881 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1014035.375000 Penalty: 4497.941895
	Iteration 11Q: 3 clusters Score -1014035 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1014151.875000 Penalty: 4497.941895
	Iteration 12Q: 3 clusters Score -1014152 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1014237.500000 Penalty: 4497.941895
	Iteration 13Q: 3 clusters Score -1014238 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1014312.250000 Penalty: 4497.941895
	Iteration 14Q: 3 clusters Score -1014312 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1014369.562500 Penalty: 4497.941895
	Iteration 15Q: 3 clusters Score -1014370 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1014411.562500 Penalty: 4497.941895
	Iteration 16Q: 3 clusters Score -1014412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1014441.375000 Penalty: 4497.941895
	Iteration 17Q: 3 clusters Score -1014441 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1014469.312500 Penalty: 4497.941895
	Iteration 18Q: 3 clusters Score -1014469 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1014491.000000 Penalty: 4497.941895
	Iteration 19Q: 3 clusters Score -1014491 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1014508.312500 Penalty: 4497.941895
	Iteration 20F: 3 clusters Score -1014508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1014519.250000 Penalty: 4497.941895
	Iteration 21Q: 3 clusters Score -1014519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1014528.625000 Penalty: 4497.941895
	Iteration 22Q: 3 clusters Score -1014529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1014538.500000 Penalty: 4497.941895
	Iteration 23Q: 3 clusters Score -1014538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1014546.187500 Penalty: 4497.941895
	Iteration 24Q: 3 clusters Score -1014546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1014551.312500 Penalty: 4497.941895
	Iteration 25Q: 3 clusters Score -1014551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1014554.750000 Penalty: 4497.941895
	Iteration 26Q: 3 clusters Score -1014555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1014554.312500 Penalty: 4497.941895
	Iteration 27Q: 3 clusters Score -1014554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1014556.562500 Penalty: 4497.941895
	Iteration 28Q: 3 clusters Score -1014557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1014558.937500 Penalty: 4497.941895
	Iteration 29Q: 3 clusters Score -1014559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1014559.812500 Penalty: 4497.941895
	Iteration 30Q: 3 clusters Score -1014560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1014559.625000 Penalty: 4497.941895
	Iteration 31Q: 3 clusters Score -1014560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1014563.812500 Penalty: 4497.941895
	Iteration 32Q: 3 clusters Score -1014564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1014561.937500 Penalty: 4497.941895
	Iteration 33Q: 3 clusters Score -1014562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1014562.500000 Penalty: 4497.941895
	Iteration 34Q: 3 clusters Score -1014562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1014564.312500 Penalty: 4497.941895
	Iteration 35Q: 3 clusters Score -1014564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1014564.125000 Penalty: 4497.941895
	Iteration 36Q: 3 clusters Score -1014564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1014564.812500 Penalty: 4497.941895
	Iteration 37Q: 3 clusters Score -1014565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1014566.687500 Penalty: 4497.941895
	Iteration 38Q: 3 clusters Score -1014567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1014564.750000 Penalty: 4497.941895
	Iteration 39Q: 3 clusters Score -1014565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1014565.625000 Penalty: 4497.941895
	Iteration 40F: 3 clusters Score -1014566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1014568.625000 Penalty: 4497.941895
	Iteration 41Q: 3 clusters Score -1014569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1014570.000000 Penalty: 4497.941895
	Iteration 42Q: 3 clusters Score -1014570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1014569.875000 Penalty: 4497.941895
	Iteration 43Q: 3 clusters Score -1014570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1014572.062500 Penalty: 4497.941895
	Iteration 44Q: 3 clusters Score -1014572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1014571.312500 Penalty: 4497.941895
	Iteration 45Q: 3 clusters Score -1014571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1014571.437500 Penalty: 4497.941895
	Iteration 46Q: 3 clusters Score -1014571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1014571.625000 Penalty: 4497.941895
	Iteration 47Q: 3 clusters Score -1014572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1014569.625000 Penalty: 4497.941895
	Iteration 48Q: 3 clusters Score -1014570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1014571.500000 Penalty: 4497.941895
	Iteration 49Q: 3 clusters Score -1014572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1014572.000000 Penalty: 4497.941895
	Iteration 50Q: 3 clusters Score -1014572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1014572.750000 Penalty: 4497.941895
	Iteration 51Q: 3 clusters Score -1014573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1014576.625000 Penalty: 4497.941895
	Iteration 52Q: 3 clusters Score -1014577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1014576.250000 Penalty: 4497.941895
	Iteration 53Q: 3 clusters Score -1014576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1014576.000000 Penalty: 4497.941895
	Iteration 54Q: 3 clusters Score -1014576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1014578.500000 Penalty: 4497.941895
	Iteration 55Q: 3 clusters Score -1014578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1014578.875000 Penalty: 4497.941895
	Iteration 56Q: 3 clusters Score -1014579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1014579.562500 Penalty: 4497.941895
	Iteration 57Q: 3 clusters Score -1014580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1014578.062500 Penalty: 4497.941895
	Iteration 58Q: 3 clusters Score -1014578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1014579.500000 Penalty: 4497.941895
	Iteration 59Q: 3 clusters Score -1014580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1014579.187500 Penalty: 4497.941895
	Iteration 60F: 3 clusters Score -1014579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1014580.187500 Penalty: 4497.941895
	Iteration 61Q: 3 clusters Score -1014580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1014581.750000 Penalty: 4497.941895
	Iteration 62Q: 3 clusters Score -1014582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1014582.062500 Penalty: 4497.941895
	Iteration 63Q: 3 clusters Score -1014582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1014584.062500 Penalty: 4497.941895
	Iteration 64Q: 3 clusters Score -1014584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1014584.687500 Penalty: 4497.941895
	Iteration 65Q: 3 clusters Score -1014585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1014586.250000 Penalty: 4497.941895
	Iteration 66Q: 3 clusters Score -1014586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1014586.625000 Penalty: 4497.941895
	Iteration 67Q: 3 clusters Score -1014587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1014586.625000 Penalty: 4497.941895
	Iteration 68F: 3 clusters Score -1014587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (10618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Entering Unmasked Estep 
Score: -1290510.875000 Penalty: 2299.035889
	Iteration 0F: 2 clusters Score -1290511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1282482.625000 Penalty: 4598.071777
	Iteration 0F: 3 clusters Score -1282483 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1284882.750000 Penalty: 4598.071777
	Iteration 1F: 3 clusters Score -1284883 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1285250.875000 Penalty: 4598.071777
	Iteration 2F: 3 clusters Score -1285251 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1285512.625000 Penalty: 4598.071777
	Iteration 3F: 3 clusters Score -1285513 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1285756.000000 Penalty: 4598.071777
	Iteration 4Q: 3 clusters Score -1285756 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1286031.250000 Penalty: 4598.071777
	Iteration 5Q: 3 clusters Score -1286031 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1286329.125000 Penalty: 4598.071777
	Iteration 6Q: 3 clusters Score -1286329 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1286666.375000 Penalty: 4598.071777
	Iteration 7Q: 3 clusters Score -1286666 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1287019.500000 Penalty: 4598.071777
	Iteration 8Q: 3 clusters Score -1287020 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1287381.500000 Penalty: 4598.071777
	Iteration 9Q: 3 clusters Score -1287382 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1287701.750000 Penalty: 4598.071777
	Iteration 10Q: 3 clusters Score -1287702 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1287949.000000 Penalty: 4598.071777
	Iteration 11Q: 3 clusters Score -1287949 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1288146.875000 Penalty: 4598.071777
	Iteration 12Q: 3 clusters Score -1288147 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1288288.875000 Penalty: 4598.071777
	Iteration 13Q: 3 clusters Score -1288289 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1288372.000000 Penalty: 4598.071777
	Iteration 14Q: 3 clusters Score -1288372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1288422.625000 Penalty: 4598.071777
	Iteration 15Q: 3 clusters Score -1288423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1288459.000000 Penalty: 4598.071777
	Iteration 16Q: 3 clusters Score -1288459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1288489.625000 Penalty: 4598.071777
	Iteration 17Q: 3 clusters Score -1288490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1288513.875000 Penalty: 4598.071777
	Iteration 18Q: 3 clusters Score -1288514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1288536.375000 Penalty: 4598.071777
	Iteration 19Q: 3 clusters Score -1288536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1288548.500000 Penalty: 4598.071777
	Iteration 20F: 3 clusters Score -1288548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1288554.000000 Penalty: 4598.071777
	Iteration 21Q: 3 clusters Score -1288554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1288566.250000 Penalty: 4598.071777
	Iteration 22Q: 3 clusters Score -1288566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1288574.375000 Penalty: 4598.071777
	Iteration 23Q: 3 clusters Score -1288574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1288576.875000 Penalty: 4598.071777
	Iteration 24Q: 3 clusters Score -1288577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1288579.875000 Penalty: 4598.071777
	Iteration 25Q: 3 clusters Score -1288580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1288581.250000 Penalty: 4598.071777
	Iteration 26Q: 3 clusters Score -1288581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1288580.500000 Penalty: 4598.071777
	Iteration 27Q: 3 clusters Score -1288580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1288580.875000 Penalty: 4598.071777
	Iteration 28Q: 3 clusters Score -1288581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1288581.250000 Penalty: 4598.071777
	Iteration 29Q: 3 clusters Score -1288581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1288581.250000 Penalty: 4598.071777
	Iteration 30F: 3 clusters Score -1288581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (10875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Entering Unmasked Estep 
Score: -1313710.375000 Penalty: 2304.967041
	Iteration 0F: 2 clusters Score -1313710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1305449.750000 Penalty: 4609.934082
	Iteration 0F: 3 clusters Score -1305450 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1307916.000000 Penalty: 4609.934082
	Iteration 1F: 3 clusters Score -1307916 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1308216.625000 Penalty: 4609.934082
	Iteration 2F: 3 clusters Score -1308217 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1308464.500000 Penalty: 4609.934082
	Iteration 3F: 3 clusters Score -1308464 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1308714.875000 Penalty: 4609.934082
	Iteration 4Q: 3 clusters Score -1308715 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1308992.625000 Penalty: 4609.934082
	Iteration 5Q: 3 clusters Score -1308993 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1309342.875000 Penalty: 4609.934082
	Iteration 6Q: 3 clusters Score -1309343 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1309818.500000 Penalty: 4609.934082
	Iteration 7F: 3 clusters Score -1309818 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1310374.000000 Penalty: 4609.934082
	Iteration 8F: 3 clusters Score -1310374 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1310874.750000 Penalty: 4609.934082
	Iteration 9F: 3 clusters Score -1310875 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1311283.625000 Penalty: 4609.934082
	Iteration 10Q: 3 clusters Score -1311284 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1311586.125000 Penalty: 4609.934082
	Iteration 11Q: 3 clusters Score -1311586 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1311848.875000 Penalty: 4609.934082
	Iteration 12Q: 3 clusters Score -1311849 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1312091.125000 Penalty: 4609.934082
	Iteration 13Q: 3 clusters Score -1312091 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1312323.375000 Penalty: 4609.934082
	Iteration 14Q: 3 clusters Score -1312323 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1312542.625000 Penalty: 4609.934082
	Iteration 15Q: 3 clusters Score -1312543 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1312730.250000 Penalty: 4609.934082
	Iteration 16Q: 3 clusters Score -1312730 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1312859.500000 Penalty: 4609.934082
	Iteration 17Q: 3 clusters Score -1312860 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1312951.875000 Penalty: 4609.934082
	Iteration 18Q: 3 clusters Score -1312952 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1312995.875000 Penalty: 4609.934082
	Iteration 19Q: 3 clusters Score -1312996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1313016.375000 Penalty: 4609.934082
	Iteration 20F: 3 clusters Score -1313016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1313032.125000 Penalty: 4609.934082
	Iteration 21Q: 3 clusters Score -1313032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1313043.375000 Penalty: 4609.934082
	Iteration 22Q: 3 clusters Score -1313043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1313053.125000 Penalty: 4609.934082
	Iteration 23Q: 3 clusters Score -1313053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1313065.625000 Penalty: 4609.934082
	Iteration 24Q: 3 clusters Score -1313066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1313080.750000 Penalty: 4609.934082
	Iteration 25Q: 3 clusters Score -1313081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1313087.250000 Penalty: 4609.934082
	Iteration 26Q: 3 clusters Score -1313087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1313091.375000 Penalty: 4609.934082
	Iteration 27Q: 3 clusters Score -1313091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1313093.125000 Penalty: 4609.934082
	Iteration 28Q: 3 clusters Score -1313093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1313094.375000 Penalty: 4609.934082
	Iteration 29Q: 3 clusters Score -1313094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1313097.125000 Penalty: 4609.934082
	Iteration 30Q: 3 clusters Score -1313097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1313097.250000 Penalty: 4609.934082
	Iteration 31Q: 3 clusters Score -1313097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1313096.500000 Penalty: 4609.934082
	Iteration 32Q: 3 clusters Score -1313096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1313096.500000 Penalty: 4609.934082
	Iteration 33F: 3 clusters Score -1313096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (40309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Entering Unmasked Estep 
Score: -5020309.500000 Penalty: 2629.873779
	Iteration 0F: 2 clusters Score -5020310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -4992908.000000 Penalty: 5259.747559
	Iteration 0F: 3 clusters Score -4992908 nChanged 18453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -5003157.000000 Penalty: 5259.747559
	Iteration 1F: 3 clusters Score -5003157 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -5003607.000000 Penalty: 5259.747559
	Iteration 2Q: 3 clusters Score -5003607 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -5004032.000000 Penalty: 5259.747559
	Iteration 3Q: 3 clusters Score -5004032 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -5004455.000000 Penalty: 5259.747559
	Iteration 4Q: 3 clusters Score -5004455 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -5004942.000000 Penalty: 5259.747559
	Iteration 5Q: 3 clusters Score -5004942 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -5005437.000000 Penalty: 5259.747559
	Iteration 6Q: 3 clusters Score -5005437 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -5006068.000000 Penalty: 5259.747559
	Iteration 7Q: 3 clusters Score -5006068 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -5006886.500000 Penalty: 5259.747559
	Iteration 8Q: 3 clusters Score -5006886 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -5007899.500000 Penalty: 5259.747559
	Iteration 9Q: 3 clusters Score -5007900 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -5008990.500000 Penalty: 5259.747559
	Iteration 10Q: 3 clusters Score -5008990 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -5010310.000000 Penalty: 5259.747559
	Iteration 11Q: 3 clusters Score -5010310 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -5011603.500000 Penalty: 5259.747559
	Iteration 12Q: 3 clusters Score -5011604 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -5012734.500000 Penalty: 5259.747559
	Iteration 13Q: 3 clusters Score -5012734 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -5013721.000000 Penalty: 5259.747559
	Iteration 14Q: 3 clusters Score -5013721 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -5014534.500000 Penalty: 5259.747559
	Iteration 15Q: 3 clusters Score -5014534 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -5015271.500000 Penalty: 5259.747559
	Iteration 16Q: 3 clusters Score -5015272 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -5015880.000000 Penalty: 5259.747559
	Iteration 17Q: 3 clusters Score -5015880 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -5016381.500000 Penalty: 5259.747559
	Iteration 18Q: 3 clusters Score -5016382 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -5016780.500000 Penalty: 5259.747559
	Iteration 19Q: 3 clusters Score -5016780 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -5017079.500000 Penalty: 5259.747559
	Iteration 20F: 3 clusters Score -5017080 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -5017317.000000 Penalty: 5259.747559
	Iteration 21Q: 3 clusters Score -5017317 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -5017473.000000 Penalty: 5259.747559
	Iteration 22Q: 3 clusters Score -5017473 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -5017588.000000 Penalty: 5259.747559
	Iteration 23Q: 3 clusters Score -5017588 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -5017694.000000 Penalty: 5259.747559
	Iteration 24Q: 3 clusters Score -5017694 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -5017790.500000 Penalty: 5259.747559
	Iteration 25Q: 3 clusters Score -5017790 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -5017829.500000 Penalty: 5259.747559
	Iteration 26Q: 3 clusters Score -5017830 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -5017873.500000 Penalty: 5259.747559
	Iteration 27Q: 3 clusters Score -5017874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -5017898.000000 Penalty: 5259.747559
	Iteration 28Q: 3 clusters Score -5017898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -5017928.000000 Penalty: 5259.747559
	Iteration 29Q: 3 clusters Score -5017928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -5017966.000000 Penalty: 5259.747559
	Iteration 30Q: 3 clusters Score -5017966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -5018001.500000 Penalty: 5259.747559
	Iteration 31Q: 3 clusters Score -5018002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -5018022.000000 Penalty: 5259.747559
	Iteration 32Q: 3 clusters Score -5018022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -5018044.500000 Penalty: 5259.747559
	Iteration 33Q: 3 clusters Score -5018044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -5018060.500000 Penalty: 5259.747559
	Iteration 34Q: 3 clusters Score -5018060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -5018078.000000 Penalty: 5259.747559
	Iteration 35Q: 3 clusters Score -5018078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -5018092.000000 Penalty: 5259.747559
	Iteration 36Q: 3 clusters Score -5018092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5018099.000000 Penalty: 5259.747559
	Iteration 37Q: 3 clusters Score -5018099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5018112.500000 Penalty: 5259.747559
	Iteration 38Q: 3 clusters Score -5018112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -5018128.000000 Penalty: 5259.747559
	Iteration 39Q: 3 clusters Score -5018128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -5018132.000000 Penalty: 5259.747559
	Iteration 40F: 3 clusters Score -5018132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -5018129.000000 Penalty: 5259.747559
	Iteration 41Q: 3 clusters Score -5018129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -5018138.000000 Penalty: 5259.747559
	Iteration 42Q: 3 clusters Score -5018138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -5018154.500000 Penalty: 5259.747559
	Iteration 43Q: 3 clusters Score -5018154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -5018147.500000 Penalty: 5259.747559
	Iteration 44Q: 3 clusters Score -5018148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -5018145.500000 Penalty: 5259.747559
	Iteration 45Q: 3 clusters Score -5018146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -5018145.500000 Penalty: 5259.747559
	Iteration 46F: 3 clusters Score -5018146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -52060.570312 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -52060.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50795.386719 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -50795.39 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51098.382812 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -51098.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51265.875000 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -51265.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51364.894531 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -51364.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51498.753906 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -51498.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51620.261719 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -51620.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51742.859375 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -51742.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51770.628906 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -51770.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51809.562500 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -51809.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51810.761719 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -51810.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51810.761719 Penalty: 3035.667480
	Iteration 10F: 3 clusters Score -51810.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -116008.453125 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -116008.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -113985.179688 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -113985.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -114524.296875 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -114524.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -114894.726562 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -114894.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115086.015625 Penalty: 3512.110352
	Iteration 3F: 3 clusters Score -115086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115229.750000 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -115229.8 nChanged 52
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: -115370.437500 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -115370.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -115465.867188 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -115465.9 nChanged 34
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: -115541.992188 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -115542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -115598.804688 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -115598.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -115634.664062 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -115634.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -115648.539062 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -115648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -115655.179688 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -115655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -115665.156250 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -115665.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -115676.390625 Penalty: 3512.110352
	Iteration 13Q: 3 clusters Score -115676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -115686.132812 Penalty: 3512.110352
	Iteration 14Q: 3 clusters Score -115686.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -115692.984375 Penalty: 3512.110352
	Iteration 15Q: 3 clusters Score -115693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -115704.101562 Penalty: 3512.110352
	Iteration 16Q: 3 clusters Score -115704.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -115717.601562 Penalty: 3512.110352
	Iteration 17Q: 3 clusters Score -115717.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -115736.843750 Penalty: 3512.110352
	Iteration 18Q: 3 clusters Score -115736.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -115759.101562 Penalty: 3512.110352
	Iteration 19Q: 3 clusters Score -115759.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -115763.500000 Penalty: 3512.110352
	Iteration 20F: 3 clusters Score -115763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -115767.898438 Penalty: 3512.110352
	Iteration 21Q: 3 clusters Score -115767.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -115767.898438 Penalty: 3512.110352
	Iteration 22F: 3 clusters Score -115767.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Entering Unmasked Estep 
Score: -699216.187500 Penalty: 2149.072021
	Iteration 0F: 2 clusters Score -699216.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -694226.437500 Penalty: 4298.144043
	Iteration 0F: 3 clusters Score -694226.4 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -695487.500000 Penalty: 4298.144043
	Iteration 1F: 3 clusters Score -695487.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -695734.437500 Penalty: 4298.144043
	Iteration 2F: 3 clusters Score -695734.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -695888.500000 Penalty: 4298.144043
	Iteration 3Q: 3 clusters Score -695888.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -696005.312500 Penalty: 4298.144043
	Iteration 4Q: 3 clusters Score -696005.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -696100.125000 Penalty: 4298.144043
	Iteration 5Q: 3 clusters Score -696100.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -696195.500000 Penalty: 4298.144043
	Iteration 6Q: 3 clusters Score -696195.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -696298.312500 Penalty: 4298.144043
	Iteration 7Q: 3 clusters Score -696298.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -696417.062500 Penalty: 4298.144043
	Iteration 8Q: 3 clusters Score -696417.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -696540.000000 Penalty: 4298.144043
	Iteration 9Q: 3 clusters Score -696540 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -696659.562500 Penalty: 4298.144043
	Iteration 10Q: 3 clusters Score -696659.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -696767.125000 Penalty: 4298.144043
	Iteration 11Q: 3 clusters Score -696767.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -696875.687500 Penalty: 4298.144043
	Iteration 12Q: 3 clusters Score -696875.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -696986.062500 Penalty: 4298.144043
	Iteration 13Q: 3 clusters Score -696986.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -697097.937500 Penalty: 4298.144043
	Iteration 14Q: 3 clusters Score -697097.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -697195.500000 Penalty: 4298.144043
	Iteration 15Q: 3 clusters Score -697195.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -697294.687500 Penalty: 4298.144043
	Iteration 16Q: 3 clusters Score -697294.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -697390.500000 Penalty: 4298.144043
	Iteration 17Q: 3 clusters Score -697390.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -697471.750000 Penalty: 4298.144043
	Iteration 18Q: 3 clusters Score -697471.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -697533.750000 Penalty: 4298.144043
	Iteration 19Q: 3 clusters Score -697533.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -697571.750000 Penalty: 4298.144043
	Iteration 20F: 3 clusters Score -697571.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -697594.000000 Penalty: 4298.144043
	Iteration 21Q: 3 clusters Score -697594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -697615.625000 Penalty: 4298.144043
	Iteration 22Q: 3 clusters Score -697615.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -697634.562500 Penalty: 4298.144043
	Iteration 23Q: 3 clusters Score -697634.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -697645.125000 Penalty: 4298.144043
	Iteration 24Q: 3 clusters Score -697645.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -697653.750000 Penalty: 4298.144043
	Iteration 25Q: 3 clusters Score -697653.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -697661.062500 Penalty: 4298.144043
	Iteration 26Q: 3 clusters Score -697661.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -697664.562500 Penalty: 4298.144043
	Iteration 27Q: 3 clusters Score -697664.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -697670.812500 Penalty: 4298.144043
	Iteration 28Q: 3 clusters Score -697670.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -697674.750000 Penalty: 4298.144043
	Iteration 29Q: 3 clusters Score -697674.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -697676.875000 Penalty: 4298.144043
	Iteration 30Q: 3 clusters Score -697676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -697677.875000 Penalty: 4298.144043
	Iteration 31Q: 3 clusters Score -697677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -697679.125000 Penalty: 4298.144043
	Iteration 32Q: 3 clusters Score -697679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -697680.000000 Penalty: 4298.144043
	Iteration 33Q: 3 clusters Score -697680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -697678.875000 Penalty: 4298.144043
	Iteration 34Q: 3 clusters Score -697678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -697678.937500 Penalty: 4298.144043
	Iteration 35Q: 3 clusters Score -697678.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -697678.937500 Penalty: 4298.144043
	Iteration 36F: 3 clusters Score -697678.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (31328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Entering Unmasked Estep 
Score: -3808166.750000 Penalty: 2567.362305
	Iteration 0F: 2 clusters Score -3808167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3786637.500000 Penalty: 5134.724609
	Iteration 0F: 3 clusters Score -3786638 nChanged 14188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3794439.500000 Penalty: 5134.724609
	Iteration 1F: 3 clusters Score -3794440 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3795078.750000 Penalty: 5134.724609
	Iteration 2F: 3 clusters Score -3795079 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3795787.250000 Penalty: 5134.724609
	Iteration 3F: 3 clusters Score -3795787 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3796556.750000 Penalty: 5134.724609
	Iteration 4Q: 3 clusters Score -3796557 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -3797364.750000 Penalty: 5134.724609
	Iteration 5F: 3 clusters Score -3797365 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3798294.250000 Penalty: 5134.724609
	Iteration 6F: 3 clusters Score -3798294 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3799315.250000 Penalty: 5134.724609
	Iteration 7F: 3 clusters Score -3799315 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3800377.500000 Penalty: 5134.724609
	Iteration 8F: 3 clusters Score -3800378 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -3801322.000000 Penalty: 5134.724609
	Iteration 9Q: 3 clusters Score -3801322 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3802254.250000 Penalty: 5134.724609
	Iteration 10Q: 3 clusters Score -3802254 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3803101.250000 Penalty: 5134.724609
	Iteration 11Q: 3 clusters Score -3803101 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3803815.750000 Penalty: 5134.724609
	Iteration 12Q: 3 clusters Score -3803816 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3804415.000000 Penalty: 5134.724609
	Iteration 13Q: 3 clusters Score -3804415 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3804804.250000 Penalty: 5134.724609
	Iteration 14Q: 3 clusters Score -3804804 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3805149.750000 Penalty: 5134.724609
	Iteration 15Q: 3 clusters Score -3805150 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3805379.250000 Penalty: 5134.724609
	Iteration 16Q: 3 clusters Score -3805379 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3805554.750000 Penalty: 5134.724609
	Iteration 17Q: 3 clusters Score -3805555 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3805720.750000 Penalty: 5134.724609
	Iteration 18Q: 3 clusters Score -3805721 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3805808.250000 Penalty: 5134.724609
	Iteration 19Q: 3 clusters Score -3805808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3805875.250000 Penalty: 5134.724609
	Iteration 20F: 3 clusters Score -3805875 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3805938.500000 Penalty: 5134.724609
	Iteration 21Q: 3 clusters Score -3805938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3805987.000000 Penalty: 5134.724609
	Iteration 22Q: 3 clusters Score -3805987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3806021.500000 Penalty: 5134.724609
	Iteration 23Q: 3 clusters Score -3806022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3806051.000000 Penalty: 5134.724609
	Iteration 24Q: 3 clusters Score -3806051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3806077.750000 Penalty: 5134.724609
	Iteration 25Q: 3 clusters Score -3806078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3806101.000000 Penalty: 5134.724609
	Iteration 26Q: 3 clusters Score -3806101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3806113.500000 Penalty: 5134.724609
	Iteration 27Q: 3 clusters Score -3806114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3806125.500000 Penalty: 5134.724609
	Iteration 28Q: 3 clusters Score -3806126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3806133.000000 Penalty: 5134.724609
	Iteration 29Q: 3 clusters Score -3806133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3806137.750000 Penalty: 5134.724609
	Iteration 30Q: 3 clusters Score -3806138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3806139.000000 Penalty: 5134.724609
	Iteration 31Q: 3 clusters Score -3806139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3806142.750000 Penalty: 5134.724609
	Iteration 32Q: 3 clusters Score -3806143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3806142.750000 Penalty: 5134.724609
	Iteration 33F: 3 clusters Score -3806143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (15876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Entering Unmasked Estep 
Score: -1901065.250000 Penalty: 2398.795654
	Iteration 0F: 2 clusters Score -1901065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1889748.500000 Penalty: 4797.591309
	Iteration 0F: 3 clusters Score -1889748 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1893357.500000 Penalty: 4797.591309
	Iteration 1F: 3 clusters Score -1893358 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1893796.875000 Penalty: 4797.591309
	Iteration 2F: 3 clusters Score -1893797 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1894149.875000 Penalty: 4797.591309
	Iteration 3F: 3 clusters Score -1894150 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1894519.500000 Penalty: 4797.591309
	Iteration 4Q: 3 clusters Score -1894520 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1894942.250000 Penalty: 4797.591309
	Iteration 5Q: 3 clusters Score -1894942 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1895466.000000 Penalty: 4797.591309
	Iteration 6F: 3 clusters Score -1895466 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1896063.000000 Penalty: 4797.591309
	Iteration 7F: 3 clusters Score -1896063 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1896669.875000 Penalty: 4797.591309
	Iteration 8F: 3 clusters Score -1896670 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1897239.500000 Penalty: 4797.591309
	Iteration 9Q: 3 clusters Score -1897240 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1897692.125000 Penalty: 4797.591309
	Iteration 10Q: 3 clusters Score -1897692 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1898122.375000 Penalty: 4797.591309
	Iteration 11Q: 3 clusters Score -1898122 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1898428.000000 Penalty: 4797.591309
	Iteration 12Q: 3 clusters Score -1898428 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1898627.875000 Penalty: 4797.591309
	Iteration 13Q: 3 clusters Score -1898628 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1898780.375000 Penalty: 4797.591309
	Iteration 14Q: 3 clusters Score -1898780 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1898887.000000 Penalty: 4797.591309
	Iteration 15Q: 3 clusters Score -1898887 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1898966.000000 Penalty: 4797.591309
	Iteration 16Q: 3 clusters Score -1898966 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1899020.500000 Penalty: 4797.591309
	Iteration 17Q: 3 clusters Score -1899020 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1899064.375000 Penalty: 4797.591309
	Iteration 18Q: 3 clusters Score -1899064 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1899117.750000 Penalty: 4797.591309
	Iteration 19Q: 3 clusters Score -1899118 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1899151.625000 Penalty: 4797.591309
	Iteration 20F: 3 clusters Score -1899152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1899178.625000 Penalty: 4797.591309
	Iteration 21Q: 3 clusters Score -1899179 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1899206.375000 Penalty: 4797.591309
	Iteration 22Q: 3 clusters Score -1899206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1899224.375000 Penalty: 4797.591309
	Iteration 23Q: 3 clusters Score -1899224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1899242.500000 Penalty: 4797.591309
	Iteration 24Q: 3 clusters Score -1899242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1899266.875000 Penalty: 4797.591309
	Iteration 25Q: 3 clusters Score -1899267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1899295.750000 Penalty: 4797.591309
	Iteration 26Q: 3 clusters Score -1899296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1899311.500000 Penalty: 4797.591309
	Iteration 27Q: 3 clusters Score -1899312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1899325.375000 Penalty: 4797.591309
	Iteration 28Q: 3 clusters Score -1899325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1899332.500000 Penalty: 4797.591309
	Iteration 29Q: 3 clusters Score -1899332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1899335.125000 Penalty: 4797.591309
	Iteration 30Q: 3 clusters Score -1899335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1899346.125000 Penalty: 4797.591309
	Iteration 31Q: 3 clusters Score -1899346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1899359.250000 Penalty: 4797.591309
	Iteration 32Q: 3 clusters Score -1899359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1899362.125000 Penalty: 4797.591309
	Iteration 33Q: 3 clusters Score -1899362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1899365.125000 Penalty: 4797.591309
	Iteration 34Q: 3 clusters Score -1899365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1899369.500000 Penalty: 4797.591309
	Iteration 35Q: 3 clusters Score -1899370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1899370.750000 Penalty: 4797.591309
	Iteration 36Q: 3 clusters Score -1899371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1899372.875000 Penalty: 4797.591309
	Iteration 37Q: 3 clusters Score -1899373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1899375.000000 Penalty: 4797.591309
	Iteration 38Q: 3 clusters Score -1899375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1899374.500000 Penalty: 4797.591309
	Iteration 39Q: 3 clusters Score -1899374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1899380.125000 Penalty: 4797.591309
	Iteration 40F: 3 clusters Score -1899380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1899382.000000 Penalty: 4797.591309
	Iteration 41Q: 3 clusters Score -1899382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1899383.625000 Penalty: 4797.591309
	Iteration 42Q: 3 clusters Score -1899384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1899386.625000 Penalty: 4797.591309
	Iteration 43Q: 3 clusters Score -1899387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1899386.500000 Penalty: 4797.591309
	Iteration 44Q: 3 clusters Score -1899386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1899392.750000 Penalty: 4797.591309
	Iteration 45Q: 3 clusters Score -1899393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1899393.125000 Penalty: 4797.591309
	Iteration 46Q: 3 clusters Score -1899393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1899397.000000 Penalty: 4797.591309
	Iteration 47Q: 3 clusters Score -1899397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1899398.750000 Penalty: 4797.591309
	Iteration 48Q: 3 clusters Score -1899399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1899399.875000 Penalty: 4797.591309
	Iteration 49Q: 3 clusters Score -1899400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1899398.000000 Penalty: 4797.591309
	Iteration 50Q: 3 clusters Score -1899398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1899402.500000 Penalty: 4797.591309
	Iteration 51Q: 3 clusters Score -1899402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1899403.500000 Penalty: 4797.591309
	Iteration 52Q: 3 clusters Score -1899404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1899410.625000 Penalty: 4797.591309
	Iteration 53Q: 3 clusters Score -1899411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1899411.125000 Penalty: 4797.591309
	Iteration 54Q: 3 clusters Score -1899411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1899407.250000 Penalty: 4797.591309
	Iteration 55Q: 3 clusters Score -1899407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1899408.125000 Penalty: 4797.591309
	Iteration 56Q: 3 clusters Score -1899408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1899409.625000 Penalty: 4797.591309
	Iteration 57Q: 3 clusters Score -1899410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1899409.125000 Penalty: 4797.591309
	Iteration 58Q: 3 clusters Score -1899409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1899409.125000 Penalty: 4797.591309
	Iteration 59F: 3 clusters Score -1899409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (3852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Entering Unmasked Estep 
Score: -454954.500000 Penalty: 2047.574219
	Iteration 0F: 2 clusters Score -454954.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -451236.062500 Penalty: 4095.148438
	Iteration 0F: 3 clusters Score -451236.1 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -452050.468750 Penalty: 4095.148438
	Iteration 1F: 3 clusters Score -452050.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -452242.656250 Penalty: 4095.148438
	Iteration 2F: 3 clusters Score -452242.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -452363.531250 Penalty: 4095.148438
	Iteration 3Q: 3 clusters Score -452363.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -452511.250000 Penalty: 4095.148438
	Iteration 4Q: 3 clusters Score -452511.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -452671.312500 Penalty: 4095.148438
	Iteration 5Q: 3 clusters Score -452671.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -452829.343750 Penalty: 4095.148438
	Iteration 6Q: 3 clusters Score -452829.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -452996.187500 Penalty: 4095.148438
	Iteration 7Q: 3 clusters Score -452996.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -453185.312500 Penalty: 4095.148438
	Iteration 8Q: 3 clusters Score -453185.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -453383.437500 Penalty: 4095.148438
	Iteration 9Q: 3 clusters Score -453383.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -453514.625000 Penalty: 4095.148438
	Iteration 10Q: 3 clusters Score -453514.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -453606.593750 Penalty: 4095.148438
	Iteration 11Q: 3 clusters Score -453606.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -453680.468750 Penalty: 4095.148438
	Iteration 12Q: 3 clusters Score -453680.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -453730.218750 Penalty: 4095.148438
	Iteration 13Q: 3 clusters Score -453730.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -453765.406250 Penalty: 4095.148438
	Iteration 14Q: 3 clusters Score -453765.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -453794.562500 Penalty: 4095.148438
	Iteration 15Q: 3 clusters Score -453794.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -453833.406250 Penalty: 4095.148438
	Iteration 16Q: 3 clusters Score -453833.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -453870.531250 Penalty: 4095.148438
	Iteration 17Q: 3 clusters Score -453870.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -453905.250000 Penalty: 4095.148438
	Iteration 18Q: 3 clusters Score -453905.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -453938.281250 Penalty: 4095.148438
	Iteration 19Q: 3 clusters Score -453938.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -453959.000000 Penalty: 4095.148438
	Iteration 20F: 3 clusters Score -453959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -453973.656250 Penalty: 4095.148438
	Iteration 21Q: 3 clusters Score -453973.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -453986.875000 Penalty: 4095.148438
	Iteration 22Q: 3 clusters Score -453986.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -454001.750000 Penalty: 4095.148438
	Iteration 23Q: 3 clusters Score -454001.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -454014.750000 Penalty: 4095.148438
	Iteration 24Q: 3 clusters Score -454014.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -454023.781250 Penalty: 4095.148438
	Iteration 25Q: 3 clusters Score -454023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -454032.781250 Penalty: 4095.148438
	Iteration 26Q: 3 clusters Score -454032.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -454041.062500 Penalty: 4095.148438
	Iteration 27Q: 3 clusters Score -454041.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -454047.750000 Penalty: 4095.148438
	Iteration 28Q: 3 clusters Score -454047.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -454053.500000 Penalty: 4095.148438
	Iteration 29Q: 3 clusters Score -454053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -454054.656250 Penalty: 4095.148438
	Iteration 30Q: 3 clusters Score -454054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -454054.437500 Penalty: 4095.148438
	Iteration 31Q: 3 clusters Score -454054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -454055.281250 Penalty: 4095.148438
	Iteration 32Q: 3 clusters Score -454055.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -454055.281250 Penalty: 4095.148438
	Iteration 33F: 3 clusters Score -454055.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -211456.406250 Penalty: 1856.680054
	Iteration 0F: 2 clusters Score -211456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -208949.828125 Penalty: 3713.360107
	Iteration 0F: 3 clusters Score -208949.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -209351.375000 Penalty: 3713.360107
	Iteration 1F: 3 clusters Score -209351.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -209497.718750 Penalty: 3713.360107
	Iteration 2F: 3 clusters Score -209497.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -209575.812500 Penalty: 3713.360107
	Iteration 3Q: 3 clusters Score -209575.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -209618.531250 Penalty: 3713.360107
	Iteration 4Q: 3 clusters Score -209618.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -209653.546875 Penalty: 3713.360107
	Iteration 5Q: 3 clusters Score -209653.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -209676.515625 Penalty: 3713.360107
	Iteration 6Q: 3 clusters Score -209676.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -209694.953125 Penalty: 3713.360107
	Iteration 7Q: 3 clusters Score -209695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -209706.015625 Penalty: 3713.360107
	Iteration 8Q: 3 clusters Score -209706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -209716.453125 Penalty: 3713.360107
	Iteration 9Q: 3 clusters Score -209716.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -209729.203125 Penalty: 3713.360107
	Iteration 10Q: 3 clusters Score -209729.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -209738.187500 Penalty: 3713.360107
	Iteration 11Q: 3 clusters Score -209738.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -209743.984375 Penalty: 3713.360107
	Iteration 12Q: 3 clusters Score -209744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -209747.406250 Penalty: 3713.360107
	Iteration 13Q: 3 clusters Score -209747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -209750.125000 Penalty: 3713.360107
	Iteration 14Q: 3 clusters Score -209750.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -209755.968750 Penalty: 3713.360107
	Iteration 15Q: 3 clusters Score -209756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -209760.203125 Penalty: 3713.360107
	Iteration 16Q: 3 clusters Score -209760.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -209765.281250 Penalty: 3713.360107
	Iteration 17Q: 3 clusters Score -209765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -209770.062500 Penalty: 3713.360107
	Iteration 18Q: 3 clusters Score -209770.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -209775.562500 Penalty: 3713.360107
	Iteration 19Q: 3 clusters Score -209775.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -209779.718750 Penalty: 3713.360107
	Iteration 20F: 3 clusters Score -209779.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -209782.171875 Penalty: 3713.360107
	Iteration 21Q: 3 clusters Score -209782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -209784.046875 Penalty: 3713.360107
	Iteration 22Q: 3 clusters Score -209784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -209784.203125 Penalty: 3713.360107
	Iteration 23Q: 3 clusters Score -209784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -209784.203125 Penalty: 3713.360107
	Iteration 24F: 3 clusters Score -209784.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -114113.882812 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -114113.9 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 502 members 
Entering Unmasked Estep 
Score: -112180.687500 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -112180.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112479.640625 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -112479.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -112561.718750 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -112561.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -112605.945312 Penalty: 3423.760498
	Iteration 3Q: 3 clusters Score -112605.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112628.632812 Penalty: 3423.760498
	Iteration 4Q: 3 clusters Score -112628.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -112640.289062 Penalty: 3423.760498
	Iteration 5Q: 3 clusters Score -112640.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -112655.968750 Penalty: 3423.760498
	Iteration 6Q: 3 clusters Score -112656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112666.281250 Penalty: 3423.760498
	Iteration 7Q: 3 clusters Score -112666.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112668.968750 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -112669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112670.312500 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -112670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -112671.148438 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -112671.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -112672.656250 Penalty: 3423.760498
	Iteration 11Q: 3 clusters Score -112672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -112673.937500 Penalty: 3423.760498
	Iteration 12Q: 3 clusters Score -112673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112674.828125 Penalty: 3423.760498
	Iteration 13Q: 3 clusters Score -112674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112675.179688 Penalty: 3423.760498
	Iteration 14Q: 3 clusters Score -112675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112675.882812 Penalty: 3423.760498
	Iteration 15Q: 3 clusters Score -112675.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -112676.281250 Penalty: 3423.760498
	Iteration 16Q: 3 clusters Score -112676.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -112676.281250 Penalty: 3423.760498
	Iteration 17F: 3 clusters Score -112676.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Entering Unmasked Estep 
Score: -849121.812500 Penalty: 2126.808105
	Iteration 0F: 2 clusters Score -849121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -844438.937500 Penalty: 4253.616211
	Iteration 0F: 3 clusters Score -844438.9 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -846016.875000 Penalty: 4253.616211
	Iteration 1F: 3 clusters Score -846016.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -846749.125000 Penalty: 4253.616211
	Iteration 2F: 3 clusters Score -846749.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -847384.562500 Penalty: 4253.616211
	Iteration 3F: 3 clusters Score -847384.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -847865.437500 Penalty: 4253.616211
	Iteration 4F: 3 clusters Score -847865.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -848234.437500 Penalty: 4253.616211
	Iteration 5F: 3 clusters Score -848234.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -848411.062500 Penalty: 4253.616211
	Iteration 6Q: 3 clusters Score -848411.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -848481.000000 Penalty: 4253.616211
	Iteration 7Q: 3 clusters Score -848481 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -848540.437500 Penalty: 4253.616211
	Iteration 8Q: 3 clusters Score -848540.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -848586.437500 Penalty: 4253.616211
	Iteration 9Q: 3 clusters Score -848586.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -848618.562500 Penalty: 4253.616211
	Iteration 10Q: 3 clusters Score -848618.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -848643.250000 Penalty: 4253.616211
	Iteration 11Q: 3 clusters Score -848643.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -848679.000000 Penalty: 4253.616211
	Iteration 12Q: 3 clusters Score -848679 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -848714.562500 Penalty: 4253.616211
	Iteration 13Q: 3 clusters Score -848714.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -848744.312500 Penalty: 4253.616211
	Iteration 14Q: 3 clusters Score -848744.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -848770.000000 Penalty: 4253.616211
	Iteration 15Q: 3 clusters Score -848770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -848784.437500 Penalty: 4253.616211
	Iteration 16Q: 3 clusters Score -848784.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -848794.437500 Penalty: 4253.616211
	Iteration 17Q: 3 clusters Score -848794.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -848805.687500 Penalty: 4253.616211
	Iteration 18Q: 3 clusters Score -848805.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -848812.687500 Penalty: 4253.616211
	Iteration 19Q: 3 clusters Score -848812.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -848815.875000 Penalty: 4253.616211
	Iteration 20F: 3 clusters Score -848815.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -848823.062500 Penalty: 4253.616211
	Iteration 21Q: 3 clusters Score -848823.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -848828.750000 Penalty: 4253.616211
	Iteration 22Q: 3 clusters Score -848828.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -848832.937500 Penalty: 4253.616211
	Iteration 23Q: 3 clusters Score -848832.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -848838.375000 Penalty: 4253.616211
	Iteration 24Q: 3 clusters Score -848838.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -848841.562500 Penalty: 4253.616211
	Iteration 25Q: 3 clusters Score -848841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -848841.875000 Penalty: 4253.616211
	Iteration 26Q: 3 clusters Score -848841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -848841.437500 Penalty: 4253.616211
	Iteration 27Q: 3 clusters Score -848841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -848843.312500 Penalty: 4253.616211
	Iteration 28Q: 3 clusters Score -848843.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -848840.812500 Penalty: 4253.616211
	Iteration 29Q: 3 clusters Score -848840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -848843.125000 Penalty: 4253.616211
	Iteration 30Q: 3 clusters Score -848843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -848843.125000 Penalty: 4253.616211
	Iteration 31F: 3 clusters Score -848843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (10652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Entering Unmasked Estep 
Score: -1173052.500000 Penalty: 2299.828857
	Iteration 0F: 2 clusters Score -1173052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1165049.375000 Penalty: 4599.657715
	Iteration 0F: 3 clusters Score -1165049 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1167632.375000 Penalty: 4599.657715
	Iteration 1F: 3 clusters Score -1167632 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1168283.500000 Penalty: 4599.657715
	Iteration 2F: 3 clusters Score -1168284 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1168869.000000 Penalty: 4599.657715
	Iteration 3F: 3 clusters Score -1168869 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1169476.375000 Penalty: 4599.657715
	Iteration 4F: 3 clusters Score -1169476 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1170002.125000 Penalty: 4599.657715
	Iteration 5F: 3 clusters Score -1170002 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1170409.875000 Penalty: 4599.657715
	Iteration 6F: 3 clusters Score -1170410 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1170728.000000 Penalty: 4599.657715
	Iteration 7Q: 3 clusters Score -1170728 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1170935.625000 Penalty: 4599.657715
	Iteration 8Q: 3 clusters Score -1170936 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1171092.500000 Penalty: 4599.657715
	Iteration 9Q: 3 clusters Score -1171092 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1171209.375000 Penalty: 4599.657715
	Iteration 10Q: 3 clusters Score -1171209 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1171296.375000 Penalty: 4599.657715
	Iteration 11Q: 3 clusters Score -1171296 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1171373.250000 Penalty: 4599.657715
	Iteration 12Q: 3 clusters Score -1171373 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1171434.750000 Penalty: 4599.657715
	Iteration 13Q: 3 clusters Score -1171435 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1171474.375000 Penalty: 4599.657715
	Iteration 14Q: 3 clusters Score -1171474 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1171510.500000 Penalty: 4599.657715
	Iteration 15Q: 3 clusters Score -1171510 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1171542.500000 Penalty: 4599.657715
	Iteration 16Q: 3 clusters Score -1171542 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1171562.875000 Penalty: 4599.657715
	Iteration 17Q: 3 clusters Score -1171563 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1171581.125000 Penalty: 4599.657715
	Iteration 18Q: 3 clusters Score -1171581 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1171597.250000 Penalty: 4599.657715
	Iteration 19Q: 3 clusters Score -1171597 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1171611.125000 Penalty: 4599.657715
	Iteration 20F: 3 clusters Score -1171611 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1171624.125000 Penalty: 4599.657715
	Iteration 21Q: 3 clusters Score -1171624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1171630.625000 Penalty: 4599.657715
	Iteration 22Q: 3 clusters Score -1171631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1171644.000000 Penalty: 4599.657715
	Iteration 23Q: 3 clusters Score -1171644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1171658.000000 Penalty: 4599.657715
	Iteration 24Q: 3 clusters Score -1171658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1171670.750000 Penalty: 4599.657715
	Iteration 25Q: 3 clusters Score -1171671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1171677.125000 Penalty: 4599.657715
	Iteration 26Q: 3 clusters Score -1171677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1171683.250000 Penalty: 4599.657715
	Iteration 27Q: 3 clusters Score -1171683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1171691.375000 Penalty: 4599.657715
	Iteration 28Q: 3 clusters Score -1171691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1171693.625000 Penalty: 4599.657715
	Iteration 29Q: 3 clusters Score -1171694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1171698.375000 Penalty: 4599.657715
	Iteration 30Q: 3 clusters Score -1171698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1171704.500000 Penalty: 4599.657715
	Iteration 31Q: 3 clusters Score -1171704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1171708.125000 Penalty: 4599.657715
	Iteration 32Q: 3 clusters Score -1171708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1171713.875000 Penalty: 4599.657715
	Iteration 33Q: 3 clusters Score -1171714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1171715.625000 Penalty: 4599.657715
	Iteration 34Q: 3 clusters Score -1171716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1171723.375000 Penalty: 4599.657715
	Iteration 35Q: 3 clusters Score -1171723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1171727.375000 Penalty: 4599.657715
	Iteration 36Q: 3 clusters Score -1171727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1171730.125000 Penalty: 4599.657715
	Iteration 37Q: 3 clusters Score -1171730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1171733.500000 Penalty: 4599.657715
	Iteration 38Q: 3 clusters Score -1171734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1171736.125000 Penalty: 4599.657715
	Iteration 39Q: 3 clusters Score -1171736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1171741.625000 Penalty: 4599.657715
	Iteration 40F: 3 clusters Score -1171742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1171745.125000 Penalty: 4599.657715
	Iteration 41Q: 3 clusters Score -1171745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1171748.375000 Penalty: 4599.657715
	Iteration 42Q: 3 clusters Score -1171748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1171749.000000 Penalty: 4599.657715
	Iteration 43Q: 3 clusters Score -1171749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1171750.750000 Penalty: 4599.657715
	Iteration 44Q: 3 clusters Score -1171751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1171753.125000 Penalty: 4599.657715
	Iteration 45Q: 3 clusters Score -1171753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1171752.500000 Penalty: 4599.657715
	Iteration 46Q: 3 clusters Score -1171752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1171755.375000 Penalty: 4599.657715
	Iteration 47Q: 3 clusters Score -1171755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1171753.875000 Penalty: 4599.657715
	Iteration 48Q: 3 clusters Score -1171754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1171758.125000 Penalty: 4599.657715
	Iteration 49Q: 3 clusters Score -1171758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1171755.375000 Penalty: 4599.657715
	Iteration 50Q: 3 clusters Score -1171755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1171754.000000 Penalty: 4599.657715
	Iteration 51Q: 3 clusters Score -1171754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1171754.250000 Penalty: 4599.657715
	Iteration 52Q: 3 clusters Score -1171754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1171756.750000 Penalty: 4599.657715
	Iteration 53Q: 3 clusters Score -1171757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1171762.250000 Penalty: 4599.657715
	Iteration 54Q: 3 clusters Score -1171762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1171760.375000 Penalty: 4599.657715
	Iteration 55Q: 3 clusters Score -1171760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1171762.125000 Penalty: 4599.657715
	Iteration 56Q: 3 clusters Score -1171762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1171762.625000 Penalty: 4599.657715
	Iteration 57Q: 3 clusters Score -1171763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1171765.500000 Penalty: 4599.657715
	Iteration 58Q: 3 clusters Score -1171766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1171766.750000 Penalty: 4599.657715
	Iteration 59Q: 3 clusters Score -1171767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1171767.125000 Penalty: 4599.657715
	Iteration 60F: 3 clusters Score -1171767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1171768.250000 Penalty: 4599.657715
	Iteration 61Q: 3 clusters Score -1171768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1171770.875000 Penalty: 4599.657715
	Iteration 62Q: 3 clusters Score -1171771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1171774.250000 Penalty: 4599.657715
	Iteration 63Q: 3 clusters Score -1171774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1171776.250000 Penalty: 4599.657715
	Iteration 64Q: 3 clusters Score -1171776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1171779.250000 Penalty: 4599.657715
	Iteration 65Q: 3 clusters Score -1171779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1171781.375000 Penalty: 4599.657715
	Iteration 66Q: 3 clusters Score -1171781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1171782.625000 Penalty: 4599.657715
	Iteration 67Q: 3 clusters Score -1171783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1171782.625000 Penalty: 4599.657715
	Iteration 68Q: 3 clusters Score -1171783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1171784.750000 Penalty: 4599.657715
	Iteration 69Q: 3 clusters Score -1171785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1171787.500000 Penalty: 4599.657715
	Iteration 70Q: 3 clusters Score -1171788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1171790.500000 Penalty: 4599.657715
	Iteration 71Q: 3 clusters Score -1171790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1171790.250000 Penalty: 4599.657715
	Iteration 72Q: 3 clusters Score -1171790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1171789.750000 Penalty: 4599.657715
	Iteration 73Q: 3 clusters Score -1171790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1171791.750000 Penalty: 4599.657715
	Iteration 74Q: 3 clusters Score -1171792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1171796.375000 Penalty: 4599.657715
	Iteration 75Q: 3 clusters Score -1171796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1171798.875000 Penalty: 4599.657715
	Iteration 76Q: 3 clusters Score -1171799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1171800.000000 Penalty: 4599.657715
	Iteration 77Q: 3 clusters Score -1171800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1171802.625000 Penalty: 4599.657715
	Iteration 78Q: 3 clusters Score -1171803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1171807.375000 Penalty: 4599.657715
	Iteration 79Q: 3 clusters Score -1171807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1171808.125000 Penalty: 4599.657715
	Iteration 80F: 3 clusters Score -1171808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1171812.000000 Penalty: 4599.657715
	Iteration 81Q: 3 clusters Score -1171812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1171811.000000 Penalty: 4599.657715
	Iteration 82Q: 3 clusters Score -1171811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1171812.500000 Penalty: 4599.657715
	Iteration 83Q: 3 clusters Score -1171812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1171814.875000 Penalty: 4599.657715
	Iteration 84Q: 3 clusters Score -1171815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1171815.500000 Penalty: 4599.657715
	Iteration 85Q: 3 clusters Score -1171816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1171817.250000 Penalty: 4599.657715
	Iteration 86Q: 3 clusters Score -1171817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1171817.750000 Penalty: 4599.657715
	Iteration 87Q: 3 clusters Score -1171818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1171818.375000 Penalty: 4599.657715
	Iteration 88Q: 3 clusters Score -1171818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1171818.625000 Penalty: 4599.657715
	Iteration 89Q: 3 clusters Score -1171819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1171817.125000 Penalty: 4599.657715
	Iteration 90Q: 3 clusters Score -1171817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1171819.000000 Penalty: 4599.657715
	Iteration 91Q: 3 clusters Score -1171819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1171819.000000 Penalty: 4599.657715
	Iteration 92F: 3 clusters Score -1171819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -32526.087891 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -32526.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31226.773438 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -31226.77 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31507.269531 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -31507.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31598.107422 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -31598.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31638.265625 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -31638.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -31666.832031 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -31666.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31692.509766 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -31692.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31739.232422 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -31739.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -31808.697266 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -31808.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -31833.912109 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -31833.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -31847.830078 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -31847.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -31856.482422 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -31856.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -31864.830078 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -31864.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -31870.939453 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -31870.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -31880.517578 Penalty: 3078.461670
	Iteration 13F: 3 clusters Score -31880.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -31937.232422 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -31937.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -31964.681641 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -31964.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -31968.363281 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -31968.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -31968.363281 Penalty: 3078.461670
	Iteration 17F: 3 clusters Score -31968.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (2763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Entering Unmasked Estep 
Score: -280704.156250 Penalty: 1965.169922
	Iteration 0F: 2 clusters Score -280704.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -277661.062500 Penalty: 3930.339844
	Iteration 0F: 3 clusters Score -277661.1 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -278381.781250 Penalty: 3930.339844
	Iteration 1F: 3 clusters Score -278381.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -278637.812500 Penalty: 3930.339844
	Iteration 2F: 3 clusters Score -278637.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -278824.593750 Penalty: 3930.339844
	Iteration 3F: 3 clusters Score -278824.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -278994.125000 Penalty: 3930.339844
	Iteration 4F: 3 clusters Score -278994.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -279177.375000 Penalty: 3930.339844
	Iteration 5F: 3 clusters Score -279177.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -279351.906250 Penalty: 3930.339844
	Iteration 6Q: 3 clusters Score -279351.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -279537.156250 Penalty: 3930.339844
	Iteration 7Q: 3 clusters Score -279537.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -279677.937500 Penalty: 3930.339844
	Iteration 8Q: 3 clusters Score -279677.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -279774.843750 Penalty: 3930.339844
	Iteration 9Q: 3 clusters Score -279774.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -279848.750000 Penalty: 3930.339844
	Iteration 10Q: 3 clusters Score -279848.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -279900.593750 Penalty: 3930.339844
	Iteration 11Q: 3 clusters Score -279900.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -279948.156250 Penalty: 3930.339844
	Iteration 12Q: 3 clusters Score -279948.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -279984.750000 Penalty: 3930.339844
	Iteration 13Q: 3 clusters Score -279984.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -280006.875000 Penalty: 3930.339844
	Iteration 14Q: 3 clusters Score -280006.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -280026.468750 Penalty: 3930.339844
	Iteration 15Q: 3 clusters Score -280026.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -280041.875000 Penalty: 3930.339844
	Iteration 16Q: 3 clusters Score -280041.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -280052.843750 Penalty: 3930.339844
	Iteration 17Q: 3 clusters Score -280052.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -280063.718750 Penalty: 3930.339844
	Iteration 18Q: 3 clusters Score -280063.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -280069.437500 Penalty: 3930.339844
	Iteration 19Q: 3 clusters Score -280069.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -280075.281250 Penalty: 3930.339844
	Iteration 20F: 3 clusters Score -280075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -280077.406250 Penalty: 3930.339844
	Iteration 21Q: 3 clusters Score -280077.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -280078.062500 Penalty: 3930.339844
	Iteration 22Q: 3 clusters Score -280078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -280078.062500 Penalty: 3930.339844
	Iteration 23F: 3 clusters Score -280078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -197728.546875 Penalty: 1843.842285
	Iteration 0F: 2 clusters Score -197728.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -195357.390625 Penalty: 3687.684570
	Iteration 0F: 3 clusters Score -195357.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -195791.046875 Penalty: 3687.684570
	Iteration 1F: 3 clusters Score -195791 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -195921.500000 Penalty: 3687.684570
	Iteration 2F: 3 clusters Score -195921.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -195999.937500 Penalty: 3687.684570
	Iteration 3F: 3 clusters Score -195999.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -196046.390625 Penalty: 3687.684570
	Iteration 4Q: 3 clusters Score -196046.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -196087.593750 Penalty: 3687.684570
	Iteration 5Q: 3 clusters Score -196087.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -196119.281250 Penalty: 3687.684570
	Iteration 6Q: 3 clusters Score -196119.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -196140.250000 Penalty: 3687.684570
	Iteration 7Q: 3 clusters Score -196140.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -196156.703125 Penalty: 3687.684570
	Iteration 8Q: 3 clusters Score -196156.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -196184.046875 Penalty: 3687.684570
	Iteration 9Q: 3 clusters Score -196184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -196205.093750 Penalty: 3687.684570
	Iteration 10Q: 3 clusters Score -196205.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -196227.687500 Penalty: 3687.684570
	Iteration 11Q: 3 clusters Score -196227.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -196246.343750 Penalty: 3687.684570
	Iteration 12Q: 3 clusters Score -196246.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -196266.000000 Penalty: 3687.684570
	Iteration 13Q: 3 clusters Score -196266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -196281.406250 Penalty: 3687.684570
	Iteration 14Q: 3 clusters Score -196281.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -196289.406250 Penalty: 3687.684570
	Iteration 15Q: 3 clusters Score -196289.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -196293.171875 Penalty: 3687.684570
	Iteration 16Q: 3 clusters Score -196293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -196296.250000 Penalty: 3687.684570
	Iteration 17Q: 3 clusters Score -196296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -196298.296875 Penalty: 3687.684570
	Iteration 18Q: 3 clusters Score -196298.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -196300.765625 Penalty: 3687.684570
	Iteration 19Q: 3 clusters Score -196300.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -196303.187500 Penalty: 3687.684570
	Iteration 20F: 3 clusters Score -196303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -196308.531250 Penalty: 3687.684570
	Iteration 21Q: 3 clusters Score -196308.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -196313.593750 Penalty: 3687.684570
	Iteration 22Q: 3 clusters Score -196313.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -196319.515625 Penalty: 3687.684570
	Iteration 23Q: 3 clusters Score -196319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -196324.218750 Penalty: 3687.684570
	Iteration 24Q: 3 clusters Score -196324.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -196332.484375 Penalty: 3687.684570
	Iteration 25Q: 3 clusters Score -196332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -196336.406250 Penalty: 3687.684570
	Iteration 26Q: 3 clusters Score -196336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -196339.890625 Penalty: 3687.684570
	Iteration 27Q: 3 clusters Score -196339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -196344.484375 Penalty: 3687.684570
	Iteration 28Q: 3 clusters Score -196344.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -196347.937500 Penalty: 3687.684570
	Iteration 29Q: 3 clusters Score -196347.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -196350.625000 Penalty: 3687.684570
	Iteration 30Q: 3 clusters Score -196350.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -196353.484375 Penalty: 3687.684570
	Iteration 31Q: 3 clusters Score -196353.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -196354.375000 Penalty: 3687.684570
	Iteration 32Q: 3 clusters Score -196354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -196355.859375 Penalty: 3687.684570
	Iteration 33Q: 3 clusters Score -196355.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -196359.359375 Penalty: 3687.684570
	Iteration 34Q: 3 clusters Score -196359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -196361.937500 Penalty: 3687.684570
	Iteration 35Q: 3 clusters Score -196361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -196362.515625 Penalty: 3687.684570
	Iteration 36Q: 3 clusters Score -196362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -196362.515625 Penalty: 3687.684570
	Iteration 37F: 3 clusters Score -196362.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -96188.750000 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -96188.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -94581.656250 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -94581.66 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -94852.765625 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -94852.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95141.812500 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -95141.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95451.085938 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -95451.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -95615.210938 Penalty: 3198.649170
	Iteration 4F: 3 clusters Score -95615.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95755.640625 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -95755.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -95931.476562 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -95931.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96148.468750 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -96148.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -96199.273438 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -96199.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96205.414062 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -96205.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96205.414062 Penalty: 3198.649170
	Iteration 10F: 3 clusters Score -96205.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5302 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 235 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 5629 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 397 members 
Entering Unmasked Estep 
Score: -154534800.000000 Penalty: 286492.562500
Splitting cluster 71 changes total score from -154536816.000000 to -154534800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (2187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Entering Unmasked Estep 
Score: -257445.750000 Penalty: 1907.190918
	Iteration 0F: 2 clusters Score -257445.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -254716.781250 Penalty: 3814.381836
	Iteration 0F: 3 clusters Score -254716.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -255300.562500 Penalty: 3814.381836
	Iteration 1F: 3 clusters Score -255300.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -255508.031250 Penalty: 3814.381836
	Iteration 2F: 3 clusters Score -255508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -255653.250000 Penalty: 3814.381836
	Iteration 3F: 3 clusters Score -255653.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -255793.390625 Penalty: 3814.381836
	Iteration 4F: 3 clusters Score -255793.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -255884.187500 Penalty: 3814.381836
	Iteration 5Q: 3 clusters Score -255884.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -255948.359375 Penalty: 3814.381836
	Iteration 6Q: 3 clusters Score -255948.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -256003.156250 Penalty: 3814.381836
	Iteration 7Q: 3 clusters Score -256003.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -256045.593750 Penalty: 3814.381836
	Iteration 8Q: 3 clusters Score -256045.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -256072.234375 Penalty: 3814.381836
	Iteration 9Q: 3 clusters Score -256072.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -256089.140625 Penalty: 3814.381836
	Iteration 10Q: 3 clusters Score -256089.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -256101.406250 Penalty: 3814.381836
	Iteration 11Q: 3 clusters Score -256101.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -256114.359375 Penalty: 3814.381836
	Iteration 12Q: 3 clusters Score -256114.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -256126.875000 Penalty: 3814.381836
	Iteration 13Q: 3 clusters Score -256126.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -256132.000000 Penalty: 3814.381836
	Iteration 14Q: 3 clusters Score -256132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -256134.453125 Penalty: 3814.381836
	Iteration 15Q: 3 clusters Score -256134.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -256135.984375 Penalty: 3814.381836
	Iteration 16Q: 3 clusters Score -256136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -256135.984375 Penalty: 3814.381836
	Iteration 17F: 3 clusters Score -256136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Entering Unmasked Estep 
Score: -245211.578125 Penalty: 1899.006104
	Iteration 0F: 2 clusters Score -245211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -242541.328125 Penalty: 3798.012207
	Iteration 0F: 3 clusters Score -242541.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242978.812500 Penalty: 3798.012207
	Iteration 1F: 3 clusters Score -242978.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -243067.078125 Penalty: 3798.012207
	Iteration 2F: 3 clusters Score -243067.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -243117.640625 Penalty: 3798.012207
	Iteration 3Q: 3 clusters Score -243117.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -243157.437500 Penalty: 3798.012207
	Iteration 4Q: 3 clusters Score -243157.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -243193.375000 Penalty: 3798.012207
	Iteration 5Q: 3 clusters Score -243193.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -243216.390625 Penalty: 3798.012207
	Iteration 6Q: 3 clusters Score -243216.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -243241.359375 Penalty: 3798.012207
	Iteration 7Q: 3 clusters Score -243241.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -243258.687500 Penalty: 3798.012207
	Iteration 8Q: 3 clusters Score -243258.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -243273.000000 Penalty: 3798.012207
	Iteration 9Q: 3 clusters Score -243273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -243286.234375 Penalty: 3798.012207
	Iteration 10Q: 3 clusters Score -243286.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -243300.656250 Penalty: 3798.012207
	Iteration 11Q: 3 clusters Score -243300.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -243314.656250 Penalty: 3798.012207
	Iteration 12Q: 3 clusters Score -243314.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -243325.437500 Penalty: 3798.012207
	Iteration 13Q: 3 clusters Score -243325.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -243336.109375 Penalty: 3798.012207
	Iteration 14Q: 3 clusters Score -243336.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -243344.750000 Penalty: 3798.012207
	Iteration 15Q: 3 clusters Score -243344.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -243350.390625 Penalty: 3798.012207
	Iteration 16Q: 3 clusters Score -243350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -243353.234375 Penalty: 3798.012207
	Iteration 17Q: 3 clusters Score -243353.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -243354.156250 Penalty: 3798.012207
	Iteration 18Q: 3 clusters Score -243354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -243355.093750 Penalty: 3798.012207
	Iteration 19Q: 3 clusters Score -243355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -243356.312500 Penalty: 3798.012207
	Iteration 20F: 3 clusters Score -243356.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -243357.109375 Penalty: 3798.012207
	Iteration 21Q: 3 clusters Score -243357.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -243360.734375 Penalty: 3798.012207
	Iteration 22Q: 3 clusters Score -243360.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -243362.625000 Penalty: 3798.012207
	Iteration 23Q: 3 clusters Score -243362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -243365.531250 Penalty: 3798.012207
	Iteration 24Q: 3 clusters Score -243365.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -243367.171875 Penalty: 3798.012207
	Iteration 25Q: 3 clusters Score -243367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -243367.515625 Penalty: 3798.012207
	Iteration 26Q: 3 clusters Score -243367.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -243368.062500 Penalty: 3798.012207
	Iteration 27Q: 3 clusters Score -243368.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -243368.062500 Penalty: 3798.012207
	Iteration 28F: 3 clusters Score -243368.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (3262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Entering Unmasked Estep 
Score: -331307.406250 Penalty: 2006.343750
	Iteration 0F: 2 clusters Score -331307.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -327886.875000 Penalty: 4012.687500
	Iteration 0F: 3 clusters Score -327886.9 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -328607.593750 Penalty: 4012.687500
	Iteration 1F: 3 clusters Score -328607.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -328863.218750 Penalty: 4012.687500
	Iteration 2F: 3 clusters Score -328863.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -329069.250000 Penalty: 4012.687500
	Iteration 3F: 3 clusters Score -329069.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -329208.343750 Penalty: 4012.687500
	Iteration 4Q: 3 clusters Score -329208.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -329332.562500 Penalty: 4012.687500
	Iteration 5Q: 3 clusters Score -329332.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -329436.937500 Penalty: 4012.687500
	Iteration 6Q: 3 clusters Score -329436.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -329537.687500 Penalty: 4012.687500
	Iteration 7Q: 3 clusters Score -329537.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -329618.468750 Penalty: 4012.687500
	Iteration 8Q: 3 clusters Score -329618.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -329700.812500 Penalty: 4012.687500
	Iteration 9Q: 3 clusters Score -329700.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -329780.968750 Penalty: 4012.687500
	Iteration 10Q: 3 clusters Score -329781 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -329865.843750 Penalty: 4012.687500
	Iteration 11Q: 3 clusters Score -329865.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -329957.062500 Penalty: 4012.687500
	Iteration 12Q: 3 clusters Score -329957.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -330045.187500 Penalty: 4012.687500
	Iteration 13Q: 3 clusters Score -330045.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -330129.718750 Penalty: 4012.687500
	Iteration 14Q: 3 clusters Score -330129.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -330224.000000 Penalty: 4012.687500
	Iteration 15Q: 3 clusters Score -330224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -330302.125000 Penalty: 4012.687500
	Iteration 16Q: 3 clusters Score -330302.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -330374.593750 Penalty: 4012.687500
	Iteration 17Q: 3 clusters Score -330374.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -330421.218750 Penalty: 4012.687500
	Iteration 18Q: 3 clusters Score -330421.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -330457.531250 Penalty: 4012.687500
	Iteration 19Q: 3 clusters Score -330457.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -330504.906250 Penalty: 4012.687500
	Iteration 20F: 3 clusters Score -330504.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -330537.625000 Penalty: 4012.687500
	Iteration 21Q: 3 clusters Score -330537.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -330554.812500 Penalty: 4012.687500
	Iteration 22Q: 3 clusters Score -330554.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -330569.343750 Penalty: 4012.687500
	Iteration 23Q: 3 clusters Score -330569.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -330577.406250 Penalty: 4012.687500
	Iteration 24Q: 3 clusters Score -330577.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -330581.031250 Penalty: 4012.687500
	Iteration 25Q: 3 clusters Score -330581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -330583.468750 Penalty: 4012.687500
	Iteration 26Q: 3 clusters Score -330583.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -330585.031250 Penalty: 4012.687500
	Iteration 27Q: 3 clusters Score -330585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -330587.531250 Penalty: 4012.687500
	Iteration 28Q: 3 clusters Score -330587.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -330591.562500 Penalty: 4012.687500
	Iteration 29Q: 3 clusters Score -330591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -330594.968750 Penalty: 4012.687500
	Iteration 30Q: 3 clusters Score -330595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -330597.375000 Penalty: 4012.687500
	Iteration 31Q: 3 clusters Score -330597.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -330600.312500 Penalty: 4012.687500
	Iteration 32Q: 3 clusters Score -330600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -330601.656250 Penalty: 4012.687500
	Iteration 33Q: 3 clusters Score -330601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -330601.812500 Penalty: 4012.687500
	Iteration 34Q: 3 clusters Score -330601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -330601.812500 Penalty: 4012.687500
	Iteration 35F: 3 clusters Score -330601.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -157027.765625 Penalty: 1786.997559
	Iteration 0F: 2 clusters Score -157027.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -154840.625000 Penalty: 3573.995117
	Iteration 0F: 3 clusters Score -154840.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -155186.328125 Penalty: 3573.995117
	Iteration 1F: 3 clusters Score -155186.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -155284.437500 Penalty: 3573.995117
	Iteration 2F: 3 clusters Score -155284.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -155335.468750 Penalty: 3573.995117
	Iteration 3Q: 3 clusters Score -155335.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -155371.375000 Penalty: 3573.995117
	Iteration 4Q: 3 clusters Score -155371.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -155397.515625 Penalty: 3573.995117
	Iteration 5Q: 3 clusters Score -155397.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -155416.437500 Penalty: 3573.995117
	Iteration 6Q: 3 clusters Score -155416.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -155438.187500 Penalty: 3573.995117
	Iteration 7Q: 3 clusters Score -155438.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -155473.718750 Penalty: 3573.995117
	Iteration 8Q: 3 clusters Score -155473.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -155498.781250 Penalty: 3573.995117
	Iteration 9Q: 3 clusters Score -155498.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -155524.796875 Penalty: 3573.995117
	Iteration 10Q: 3 clusters Score -155524.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -155548.890625 Penalty: 3573.995117
	Iteration 11Q: 3 clusters Score -155548.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -155564.500000 Penalty: 3573.995117
	Iteration 12Q: 3 clusters Score -155564.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -155575.562500 Penalty: 3573.995117
	Iteration 13Q: 3 clusters Score -155575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -155581.031250 Penalty: 3573.995117
	Iteration 14Q: 3 clusters Score -155581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -155587.890625 Penalty: 3573.995117
	Iteration 15Q: 3 clusters Score -155587.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -155593.468750 Penalty: 3573.995117
	Iteration 16Q: 3 clusters Score -155593.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -155599.171875 Penalty: 3573.995117
	Iteration 17Q: 3 clusters Score -155599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -155604.562500 Penalty: 3573.995117
	Iteration 18Q: 3 clusters Score -155604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -155610.187500 Penalty: 3573.995117
	Iteration 19Q: 3 clusters Score -155610.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -155620.812500 Penalty: 3573.995117
	Iteration 20F: 3 clusters Score -155620.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -155627.890625 Penalty: 3573.995117
	Iteration 21Q: 3 clusters Score -155627.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -155630.562500 Penalty: 3573.995117
	Iteration 22Q: 3 clusters Score -155630.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -155632.109375 Penalty: 3573.995117
	Iteration 23Q: 3 clusters Score -155632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -155632.109375 Penalty: 3573.995117
	Iteration 24F: 3 clusters Score -155632.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (7724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Entering Unmasked Estep 
Score: -951674.062500 Penalty: 2220.117676
	Iteration 0F: 2 clusters Score -951674.1 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 3831 members 
Entering Unmasked Estep 
Score: -945487.875000 Penalty: 4440.235352
	Iteration 0F: 3 clusters Score -945487.9 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -947201.687500 Penalty: 4440.235352
	Iteration 1F: 3 clusters Score -947201.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -947503.125000 Penalty: 4440.235352
	Iteration 2F: 3 clusters Score -947503.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -947708.750000 Penalty: 4440.235352
	Iteration 3F: 3 clusters Score -947708.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -947862.125000 Penalty: 4440.235352
	Iteration 4Q: 3 clusters Score -947862.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -947968.812500 Penalty: 4440.235352
	Iteration 5Q: 3 clusters Score -947968.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -948066.500000 Penalty: 4440.235352
	Iteration 6Q: 3 clusters Score -948066.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -948169.125000 Penalty: 4440.235352
	Iteration 7Q: 3 clusters Score -948169.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -948277.375000 Penalty: 4440.235352
	Iteration 8Q: 3 clusters Score -948277.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -948394.750000 Penalty: 4440.235352
	Iteration 9Q: 3 clusters Score -948394.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -948533.125000 Penalty: 4440.235352
	Iteration 10Q: 3 clusters Score -948533.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -948688.125000 Penalty: 4440.235352
	Iteration 11Q: 3 clusters Score -948688.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -948820.687500 Penalty: 4440.235352
	Iteration 12Q: 3 clusters Score -948820.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -948965.312500 Penalty: 4440.235352
	Iteration 13Q: 3 clusters Score -948965.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -949106.500000 Penalty: 4440.235352
	Iteration 14Q: 3 clusters Score -949106.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -949216.625000 Penalty: 4440.235352
	Iteration 15Q: 3 clusters Score -949216.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -949308.375000 Penalty: 4440.235352
	Iteration 16Q: 3 clusters Score -949308.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -949381.187500 Penalty: 4440.235352
	Iteration 17Q: 3 clusters Score -949381.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -949447.187500 Penalty: 4440.235352
	Iteration 18Q: 3 clusters Score -949447.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -949508.250000 Penalty: 4440.235352
	Iteration 19Q: 3 clusters Score -949508.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -949567.250000 Penalty: 4440.235352
	Iteration 20F: 3 clusters Score -949567.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -949604.062500 Penalty: 4440.235352
	Iteration 21Q: 3 clusters Score -949604.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -949635.125000 Penalty: 4440.235352
	Iteration 22Q: 3 clusters Score -949635.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -949664.500000 Penalty: 4440.235352
	Iteration 23Q: 3 clusters Score -949664.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -949678.500000 Penalty: 4440.235352
	Iteration 24Q: 3 clusters Score -949678.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -949691.562500 Penalty: 4440.235352
	Iteration 25Q: 3 clusters Score -949691.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -949697.250000 Penalty: 4440.235352
	Iteration 26Q: 3 clusters Score -949697.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -949706.062500 Penalty: 4440.235352
	Iteration 27Q: 3 clusters Score -949706.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -949712.062500 Penalty: 4440.235352
	Iteration 28Q: 3 clusters Score -949712.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -949717.562500 Penalty: 4440.235352
	Iteration 29Q: 3 clusters Score -949717.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -949721.750000 Penalty: 4440.235352
	Iteration 30Q: 3 clusters Score -949721.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -949725.562500 Penalty: 4440.235352
	Iteration 31Q: 3 clusters Score -949725.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -949730.875000 Penalty: 4440.235352
	Iteration 32Q: 3 clusters Score -949730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -949734.500000 Penalty: 4440.235352
	Iteration 33Q: 3 clusters Score -949734.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -949742.062500 Penalty: 4440.235352
	Iteration 34Q: 3 clusters Score -949742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -949740.812500 Penalty: 4440.235352
	Iteration 35Q: 3 clusters Score -949740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -949744.500000 Penalty: 4440.235352
	Iteration 36Q: 3 clusters Score -949744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -949746.937500 Penalty: 4440.235352
	Iteration 37Q: 3 clusters Score -949746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -949749.062500 Penalty: 4440.235352
	Iteration 38Q: 3 clusters Score -949749.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -949750.000000 Penalty: 4440.235352
	Iteration 39Q: 3 clusters Score -949750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -949752.625000 Penalty: 4440.235352
	Iteration 40F: 3 clusters Score -949752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -949754.937500 Penalty: 4440.235352
	Iteration 41Q: 3 clusters Score -949754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -949755.812500 Penalty: 4440.235352
	Iteration 42Q: 3 clusters Score -949755.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -949755.812500 Penalty: 4440.235352
	Iteration 43F: 3 clusters Score -949755.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -60065.722656 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -60065.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -58662.496094 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -58662.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58811.363281 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -58811.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58873.152344 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -58873.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -58903.609375 Penalty: 2960.479004
	Iteration 3Q: 3 clusters Score -58903.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58931.511719 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -58931.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58939.394531 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -58939.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58939.394531 Penalty: 2960.479004
	Iteration 6F: 3 clusters Score -58939.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (5629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Entering Unmasked Estep 
Score: -885545.250000 Penalty: 2141.650391
	Iteration 0F: 2 clusters Score -885545.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -880755.187500 Penalty: 4283.300781
	Iteration 0F: 3 clusters Score -880755.2 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -882232.562500 Penalty: 4283.300781
	Iteration 1F: 3 clusters Score -882232.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -882740.000000 Penalty: 4283.300781
	Iteration 2F: 3 clusters Score -882740 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -883224.625000 Penalty: 4283.300781
	Iteration 3F: 3 clusters Score -883224.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -883643.437500 Penalty: 4283.300781
	Iteration 4F: 3 clusters Score -883643.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -883942.062500 Penalty: 4283.300781
	Iteration 5F: 3 clusters Score -883942.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -884133.187500 Penalty: 4283.300781
	Iteration 6Q: 3 clusters Score -884133.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -884256.125000 Penalty: 4283.300781
	Iteration 7Q: 3 clusters Score -884256.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -884336.875000 Penalty: 4283.300781
	Iteration 8Q: 3 clusters Score -884336.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -884403.062500 Penalty: 4283.300781
	Iteration 9Q: 3 clusters Score -884403.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -884452.375000 Penalty: 4283.300781
	Iteration 10Q: 3 clusters Score -884452.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -884505.000000 Penalty: 4283.300781
	Iteration 11Q: 3 clusters Score -884505 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -884548.812500 Penalty: 4283.300781
	Iteration 12Q: 3 clusters Score -884548.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -884612.750000 Penalty: 4283.300781
	Iteration 13Q: 3 clusters Score -884612.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -884689.625000 Penalty: 4283.300781
	Iteration 14Q: 3 clusters Score -884689.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -884782.250000 Penalty: 4283.300781
	Iteration 15Q: 3 clusters Score -884782.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -884904.937500 Penalty: 4283.300781
	Iteration 16Q: 3 clusters Score -884904.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -885034.375000 Penalty: 4283.300781
	Iteration 17Q: 3 clusters Score -885034.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -885200.250000 Penalty: 4283.300781
	Iteration 18Q: 3 clusters Score -885200.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -885278.500000 Penalty: 4283.300781
	Iteration 19Q: 3 clusters Score -885278.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -885327.437500 Penalty: 4283.300781
	Iteration 20F: 3 clusters Score -885327.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -885374.625000 Penalty: 4283.300781
	Iteration 21Q: 3 clusters Score -885374.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -885424.062500 Penalty: 4283.300781
	Iteration 22Q: 3 clusters Score -885424.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -885463.062500 Penalty: 4283.300781
	Iteration 23Q: 3 clusters Score -885463.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -885489.687500 Penalty: 4283.300781
	Iteration 24Q: 3 clusters Score -885489.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -885511.312500 Penalty: 4283.300781
	Iteration 25Q: 3 clusters Score -885511.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -885537.250000 Penalty: 4283.300781
	Iteration 26Q: 3 clusters Score -885537.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -885568.187500 Penalty: 4283.300781
	Iteration 27Q: 3 clusters Score -885568.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -885597.875000 Penalty: 4283.300781
	Iteration 28Q: 3 clusters Score -885597.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -885630.812500 Penalty: 4283.300781
	Iteration 29Q: 3 clusters Score -885630.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -885663.187500 Penalty: 4283.300781
	Iteration 30Q: 3 clusters Score -885663.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -885696.437500 Penalty: 4283.300781
	Iteration 31Q: 3 clusters Score -885696.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -885735.187500 Penalty: 4283.300781
	Iteration 32Q: 3 clusters Score -885735.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -885779.625000 Penalty: 4283.300781
	Iteration 33Q: 3 clusters Score -885779.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -885829.812500 Penalty: 4283.300781
	Iteration 34Q: 3 clusters Score -885829.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -885873.000000 Penalty: 4283.300781
	Iteration 35Q: 3 clusters Score -885873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -885888.875000 Penalty: 4283.300781
	Iteration 36Q: 3 clusters Score -885888.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -885898.250000 Penalty: 4283.300781
	Iteration 37Q: 3 clusters Score -885898.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -885906.875000 Penalty: 4283.300781
	Iteration 38Q: 3 clusters Score -885906.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -885913.750000 Penalty: 4283.300781
	Iteration 39Q: 3 clusters Score -885913.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -885925.062500 Penalty: 4283.300781
	Iteration 40F: 3 clusters Score -885925.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -885930.625000 Penalty: 4283.300781
	Iteration 41Q: 3 clusters Score -885930.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -885933.812500 Penalty: 4283.300781
	Iteration 42Q: 3 clusters Score -885933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -885939.812500 Penalty: 4283.300781
	Iteration 43Q: 3 clusters Score -885939.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -885947.187500 Penalty: 4283.300781
	Iteration 44Q: 3 clusters Score -885947.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -885947.250000 Penalty: 4283.300781
	Iteration 45Q: 3 clusters Score -885947.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -885954.437500 Penalty: 4283.300781
	Iteration 46Q: 3 clusters Score -885954.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -885955.125000 Penalty: 4283.300781
	Iteration 47Q: 3 clusters Score -885955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -885955.312500 Penalty: 4283.300781
	Iteration 48Q: 3 clusters Score -885955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -885958.812500 Penalty: 4283.300781
	Iteration 49Q: 3 clusters Score -885958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -885958.812500 Penalty: 4283.300781
	Iteration 50F: 3 clusters Score -885958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 234142 members 
Mstep: Class 3 contains 90703 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 78003 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 95531 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 135222 members 
Mstep: Class 16 contains 5104 members 
Mstep: Class 17 contains 15533 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 3148 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 96227 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 21386 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 2603 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 39071 members 
Mstep: Class 32 contains 17218 members 
Mstep: Class 33 contains 8748 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 21717 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 9671 members 
Mstep: Class 39 contains 1441 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 368 members 
Mstep: Class 42 contains 3826 members 
Mstep: Class 43 contains 2284 members 
Mstep: Class 44 contains 31577 members 
Mstep: Class 45 contains 2505 members 
Mstep: Class 46 contains 2207 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 4442 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 6699 members 
Mstep: Class 51 contains 2219 members 
Mstep: Class 52 contains 17834 members 
Mstep: Class 53 contains 2419 members 
Mstep: Class 54 contains 8677 members 
Mstep: Class 55 contains 10618 members 
Mstep: Class 56 contains 10875 members 
Mstep: Class 57 contains 40309 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 1189 members 
Mstep: Class 60 contains 5800 members 
Mstep: Class 61 contains 31328 members 
Mstep: Class 62 contains 15876 members 
Mstep: Class 63 contains 3852 members 
Mstep: Class 64 contains 1784 members 
Mstep: Class 65 contains 995 members 
Mstep: Class 66 contains 5302 members 
Mstep: Class 67 contains 10652 members 
Mstep: Class 68 contains 496 members 
Mstep: Class 69 contains 2763 members 
Mstep: Class 70 contains 1694 members 
Mstep: Class 71 contains 632 members 
Mstep: Class 72 contains 2187 members 
Mstep: Class 73 contains 2116 members 
Mstep: Class 74 contains 3262 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 7724 members 
Mstep: Class 77 contains 391 members 
Mstep: Class 78 contains 1799 members 
Mstep: Class 79 contains 8454 members 
Mstep: Class 80 contains 7794 members 
Mstep: Class 81 contains 364 members 
Mstep: Class 82 contains 3830 members 
Entering Unmasked Estep 
Score: -154536032.000000 Penalty: 286492.562500
Splitting cluster 78 changes total score from -154536816.000000 to -154536032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 79 (8454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Entering Unmasked Estep 
Score: -1001450.125000 Penalty: 2242.513916
	Iteration 0F: 2 clusters Score -1001450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -994809.250000 Penalty: 4485.027832
	Iteration 0F: 3 clusters Score -994809.2 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -996649.437500 Penalty: 4485.027832
	Iteration 1F: 3 clusters Score -996649.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -996910.000000 Penalty: 4485.027832
	Iteration 2F: 3 clusters Score -996910 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -997120.125000 Penalty: 4485.027832
	Iteration 3F: 3 clusters Score -997120.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -997290.375000 Penalty: 4485.027832
	Iteration 4Q: 3 clusters Score -997290.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -997460.687500 Penalty: 4485.027832
	Iteration 5Q: 3 clusters Score -997460.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -997679.812500 Penalty: 4485.027832
	Iteration 6Q: 3 clusters Score -997679.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -997955.000000 Penalty: 4485.027832
	Iteration 7Q: 3 clusters Score -997955 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -998252.187500 Penalty: 4485.027832
	Iteration 8Q: 3 clusters Score -998252.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -998521.562500 Penalty: 4485.027832
	Iteration 9Q: 3 clusters Score -998521.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -998753.125000 Penalty: 4485.027832
	Iteration 10Q: 3 clusters Score -998753.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -998940.937500 Penalty: 4485.027832
	Iteration 11Q: 3 clusters Score -998940.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -999086.687500 Penalty: 4485.027832
	Iteration 12Q: 3 clusters Score -999086.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -999197.125000 Penalty: 4485.027832
	Iteration 13Q: 3 clusters Score -999197.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -999297.875000 Penalty: 4485.027832
	Iteration 14Q: 3 clusters Score -999297.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -999386.000000 Penalty: 4485.027832
	Iteration 15Q: 3 clusters Score -999386 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -999457.062500 Penalty: 4485.027832
	Iteration 16Q: 3 clusters Score -999457.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -999508.062500 Penalty: 4485.027832
	Iteration 17Q: 3 clusters Score -999508.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -999548.625000 Penalty: 4485.027832
	Iteration 18Q: 3 clusters Score -999548.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -999580.625000 Penalty: 4485.027832
	Iteration 19Q: 3 clusters Score -999580.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -999613.000000 Penalty: 4485.027832
	Iteration 20F: 3 clusters Score -999613 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -999636.875000 Penalty: 4485.027832
	Iteration 21Q: 3 clusters Score -999636.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -999654.375000 Penalty: 4485.027832
	Iteration 22Q: 3 clusters Score -999654.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -999672.562500 Penalty: 4485.027832
	Iteration 23Q: 3 clusters Score -999672.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -999679.625000 Penalty: 4485.027832
	Iteration 24Q: 3 clusters Score -999679.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -999686.625000 Penalty: 4485.027832
	Iteration 25Q: 3 clusters Score -999686.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -999693.187500 Penalty: 4485.027832
	Iteration 26Q: 3 clusters Score -999693.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -999697.312500 Penalty: 4485.027832
	Iteration 27Q: 3 clusters Score -999697.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -999708.687500 Penalty: 4485.027832
	Iteration 28Q: 3 clusters Score -999708.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -999714.062500 Penalty: 4485.027832
	Iteration 29Q: 3 clusters Score -999714.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -999716.875000 Penalty: 4485.027832
	Iteration 30Q: 3 clusters Score -999716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -999718.687500 Penalty: 4485.027832
	Iteration 31Q: 3 clusters Score -999718.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -999718.500000 Penalty: 4485.027832
	Iteration 32Q: 3 clusters Score -999718.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -999718.500000 Penalty: 4485.027832
	Iteration 33F: 3 clusters Score -999718.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (7794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Entering Unmasked Estep 
Score: -934850.250000 Penalty: 2222.354980
	Iteration 0F: 2 clusters Score -934850.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -928570.125000 Penalty: 4444.709961
	Iteration 0F: 3 clusters Score -928570.1 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -930398.625000 Penalty: 4444.709961
	Iteration 1F: 3 clusters Score -930398.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -930723.062500 Penalty: 4444.709961
	Iteration 2F: 3 clusters Score -930723.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -930939.750000 Penalty: 4444.709961
	Iteration 3F: 3 clusters Score -930939.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -931117.125000 Penalty: 4444.709961
	Iteration 4Q: 3 clusters Score -931117.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -931286.562500 Penalty: 4444.709961
	Iteration 5Q: 3 clusters Score -931286.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -931467.125000 Penalty: 4444.709961
	Iteration 6Q: 3 clusters Score -931467.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -931686.812500 Penalty: 4444.709961
	Iteration 7Q: 3 clusters Score -931686.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -931914.062500 Penalty: 4444.709961
	Iteration 8Q: 3 clusters Score -931914.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -932134.312500 Penalty: 4444.709961
	Iteration 9Q: 3 clusters Score -932134.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -932373.750000 Penalty: 4444.709961
	Iteration 10Q: 3 clusters Score -932373.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -932574.187500 Penalty: 4444.709961
	Iteration 11Q: 3 clusters Score -932574.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -932731.562500 Penalty: 4444.709961
	Iteration 12Q: 3 clusters Score -932731.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -932830.000000 Penalty: 4444.709961
	Iteration 13Q: 3 clusters Score -932830 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -932889.937500 Penalty: 4444.709961
	Iteration 14Q: 3 clusters Score -932889.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -932925.062500 Penalty: 4444.709961
	Iteration 15Q: 3 clusters Score -932925.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -932950.375000 Penalty: 4444.709961
	Iteration 16Q: 3 clusters Score -932950.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -932964.312500 Penalty: 4444.709961
	Iteration 17Q: 3 clusters Score -932964.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -932977.687500 Penalty: 4444.709961
	Iteration 18Q: 3 clusters Score -932977.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -932988.875000 Penalty: 4444.709961
	Iteration 19Q: 3 clusters Score -932988.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -933000.250000 Penalty: 4444.709961
	Iteration 20F: 3 clusters Score -933000.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -933007.625000 Penalty: 4444.709961
	Iteration 21Q: 3 clusters Score -933007.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -933010.187500 Penalty: 4444.709961
	Iteration 22Q: 3 clusters Score -933010.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -933016.750000 Penalty: 4444.709961
	Iteration 23Q: 3 clusters Score -933016.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -933020.000000 Penalty: 4444.709961
	Iteration 24Q: 3 clusters Score -933020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -933020.125000 Penalty: 4444.709961
	Iteration 25Q: 3 clusters Score -933020.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -933023.875000 Penalty: 4444.709961
	Iteration 26Q: 3 clusters Score -933023.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -933027.750000 Penalty: 4444.709961
	Iteration 27Q: 3 clusters Score -933027.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -933034.062500 Penalty: 4444.709961
	Iteration 28Q: 3 clusters Score -933034.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -933035.437500 Penalty: 4444.709961
	Iteration 29Q: 3 clusters Score -933035.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -933036.812500 Penalty: 4444.709961
	Iteration 30Q: 3 clusters Score -933036.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -933038.875000 Penalty: 4444.709961
	Iteration 31Q: 3 clusters Score -933038.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -933040.062500 Penalty: 4444.709961
	Iteration 32Q: 3 clusters Score -933040.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -933040.750000 Penalty: 4444.709961
	Iteration 33Q: 3 clusters Score -933040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -933040.875000 Penalty: 4444.709961
	Iteration 34Q: 3 clusters Score -933040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -933042.687500 Penalty: 4444.709961
	Iteration 35Q: 3 clusters Score -933042.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -933044.062500 Penalty: 4444.709961
	Iteration 36Q: 3 clusters Score -933044.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -933045.562500 Penalty: 4444.709961
	Iteration 37Q: 3 clusters Score -933045.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -933048.812500 Penalty: 4444.709961
	Iteration 38Q: 3 clusters Score -933048.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -933050.125000 Penalty: 4444.709961
	Iteration 39Q: 3 clusters Score -933050.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -933052.375000 Penalty: 4444.709961
	Iteration 40F: 3 clusters Score -933052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -933054.625000 Penalty: 4444.709961
	Iteration 41Q: 3 clusters Score -933054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -933055.375000 Penalty: 4444.709961
	Iteration 42Q: 3 clusters Score -933055.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -933057.437500 Penalty: 4444.709961
	Iteration 43Q: 3 clusters Score -933057.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -933059.125000 Penalty: 4444.709961
	Iteration 44Q: 3 clusters Score -933059.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -933060.312500 Penalty: 4444.709961
	Iteration 45Q: 3 clusters Score -933060.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -933059.062500 Penalty: 4444.709961
	Iteration 46Q: 3 clusters Score -933059.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -933062.750000 Penalty: 4444.709961
	Iteration 47Q: 3 clusters Score -933062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -933063.437500 Penalty: 4444.709961
	Iteration 48Q: 3 clusters Score -933063.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -933065.375000 Penalty: 4444.709961
	Iteration 49Q: 3 clusters Score -933065.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -933066.875000 Penalty: 4444.709961
	Iteration 50Q: 3 clusters Score -933066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -933068.937500 Penalty: 4444.709961
	Iteration 51Q: 3 clusters Score -933068.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -933070.687500 Penalty: 4444.709961
	Iteration 52Q: 3 clusters Score -933070.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -933071.625000 Penalty: 4444.709961
	Iteration 53Q: 3 clusters Score -933071.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -933070.562500 Penalty: 4444.709961
	Iteration 54Q: 3 clusters Score -933070.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -933070.437500 Penalty: 4444.709961
	Iteration 55Q: 3 clusters Score -933070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -933073.187500 Penalty: 4444.709961
	Iteration 56Q: 3 clusters Score -933073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -933071.750000 Penalty: 4444.709961
	Iteration 57Q: 3 clusters Score -933071.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -933074.062500 Penalty: 4444.709961
	Iteration 58Q: 3 clusters Score -933074.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -933074.062500 Penalty: 4444.709961
	Iteration 59F: 3 clusters Score -933074.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -54743.863281 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -54743.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53416.437500 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -53416.44 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53551.582031 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -53551.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53647.285156 Penalty: 2924.988281
	Iteration 2Q: 3 clusters Score -53647.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53689.355469 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -53689.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53729.503906 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -53729.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53758.617188 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -53758.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53770.964844 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -53770.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53773.507812 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -53773.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53774.519531 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -53774.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53774.519531 Penalty: 2924.988281
	Iteration 9F: 3 clusters Score -53774.52 nChanged 0
22->82 Clusters: Score -154536816.000000, best is -154543520.000000

Starting from 23 clusters...
--- Clustering full data set of 1313165 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 59610 members 
Mstep: Class 3 contains 59557 members 
Mstep: Class 4 contains 59714 members 
Mstep: Class 5 contains 59234 members 
Mstep: Class 6 contains 59970 members 
Mstep: Class 7 contains 59660 members 
Mstep: Class 8 contains 59760 members 
Mstep: Class 9 contains 59578 members 
Mstep: Class 10 contains 59785 members 
Mstep: Class 11 contains 59347 members 
Mstep: Class 12 contains 59646 members 
Mstep: Class 13 contains 59575 members 
Mstep: Class 14 contains 59844 members 
Mstep: Class 15 contains 59818 members 
Mstep: Class 16 contains 59848 members 
Mstep: Class 17 contains 59497 members 
Mstep: Class 18 contains 59888 members 
Mstep: Class 19 contains 59557 members 
Mstep: Class 20 contains 59803 members 
Mstep: Class 21 contains 59959 members 
Mstep: Class 22 contains 60098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 637.426575 but Gain 3493.812500
Score: -142801200.000000 Penalty: 73370.046875
Iteration 0F: 22 clusters Score -1.428012e+08 nChanged 1251258
Entering Unmasked Mstep 
Mstep: Class 0 contains 3408 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 15249 members 
Mstep: Class 3 contains 10137 members 
Mstep: Class 4 contains 54898 members 
Mstep: Class 5 contains 20609 members 
Mstep: Class 6 contains 101596 members 
Mstep: Class 7 contains 14655 members 
Mstep: Class 8 contains 71153 members 
Mstep: Class 9 contains 303412 members 
Mstep: Class 10 contains 20255 members 
Mstep: Class 11 contains 64721 members 
Mstep: Class 12 contains 34758 members 
Mstep: Class 14 contains 18782 members 
Mstep: Class 15 contains 24186 members 
Mstep: Class 16 contains 102467 members 
Mstep: Class 17 contains 62369 members 
Mstep: Class 18 contains 141440 members 
Mstep: Class 19 contains 41576 members 
Mstep: Class 20 contains 46178 members 
Mstep: Class 21 contains 63821 members 
Mstep: Class 22 contains 69598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148855280.000000 Penalty: 73370.046875
Iteration 1F: 22 clusters Score -1.488553e+08 nChanged 627818
Entering Unmasked Mstep 
Mstep: Class 0 contains 1284 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 16436 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 35764 members 
Mstep: Class 5 contains 20208 members 
Mstep: Class 6 contains 88959 members 
Mstep: Class 7 contains 6080 members 
Mstep: Class 8 contains 48548 members 
Mstep: Class 9 contains 511957 members 
Mstep: Class 10 contains 4887 members 
Mstep: Class 11 contains 25805 members 
Mstep: Class 12 contains 21986 members 
Mstep: Class 14 contains 15338 members 
Mstep: Class 15 contains 19930 members 
Mstep: Class 16 contains 66018 members 
Mstep: Class 17 contains 35732 members 
Mstep: Class 18 contains 217411 members 
Mstep: Class 19 contains 25839 members 
Mstep: Class 20 contains 26986 members 
Mstep: Class 21 contains 45576 members 
Mstep: Class 22 contains 55848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3253.062988 but Gain 3493.812500
Score: -150348352.000000 Penalty: 69876.234375
Iteration 2F: 21 clusters Score -1.503484e+08 nChanged 425130
Entering Unmasked Mstep 
Mstep: Class 0 contains 818 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 12094 members 
Mstep: Class 4 contains 26005 members 
Mstep: Class 5 contains 20499 members 
Mstep: Class 6 contains 88908 members 
Mstep: Class 7 contains 5951 members 
Mstep: Class 8 contains 69606 members 
Mstep: Class 9 contains 434584 members 
Mstep: Class 10 contains 4914 members 
Mstep: Class 11 contains 17661 members 
Mstep: Class 12 contains 21209 members 
Mstep: Class 14 contains 21096 members 
Mstep: Class 15 contains 14876 members 
Mstep: Class 16 contains 45124 members 
Mstep: Class 17 contains 36628 members 
Mstep: Class 18 contains 318633 members 
Mstep: Class 19 contains 27944 members 
Mstep: Class 20 contains 19793 members 
Mstep: Class 21 contains 42364 members 
Mstep: Class 22 contains 57202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151735856.000000 Penalty: 69876.234375
Iteration 3F: 21 clusters Score -1.517359e+08 nChanged 296289
Entering Unmasked Mstep 
Mstep: Class 0 contains 642 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 6117 members 
Mstep: Class 4 contains 24003 members 
Mstep: Class 5 contains 19327 members 
Mstep: Class 6 contains 82269 members 
Mstep: Class 7 contains 5953 members 
Mstep: Class 8 contains 85793 members 
Mstep: Class 9 contains 368985 members 
Mstep: Class 10 contains 13542 members 
Mstep: Class 11 contains 17775 members 
Mstep: Class 12 contains 22867 members 
Mstep: Class 14 contains 26509 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 35661 members 
Mstep: Class 17 contains 61435 members 
Mstep: Class 18 contains 366183 members 
Mstep: Class 19 contains 27148 members 
Mstep: Class 20 contains 12492 members 
Mstep: Class 21 contains 37913 members 
Mstep: Class 22 contains 53334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -152816496.000000 Penalty: 69876.234375
Iteration 4F: 21 clusters Score -1.528165e+08 nChanged 194466
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 4573 members 
Mstep: Class 4 contains 23647 members 
Mstep: Class 5 contains 15179 members 
Mstep: Class 6 contains 75596 members 
Mstep: Class 7 contains 5912 members 
Mstep: Class 8 contains 87182 members 
Mstep: Class 9 contains 353944 members 
Mstep: Class 10 contains 17315 members 
Mstep: Class 11 contains 18903 members 
Mstep: Class 12 contains 24485 members 
Mstep: Class 14 contains 29470 members 
Mstep: Class 15 contains 1250 members 
Mstep: Class 16 contains 33591 members 
Mstep: Class 17 contains 84381 members 
Mstep: Class 18 contains 368548 members 
Mstep: Class 19 contains 26830 members 
Mstep: Class 20 contains 8749 members 
Mstep: Class 21 contains 36830 members 
Mstep: Class 22 contains 48741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153251392.000000 Penalty: 69876.234375
Iteration 5F: 21 clusters Score -1.532514e+08 nChanged 114570
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 3894 members 
Mstep: Class 4 contains 23133 members 
Mstep: Class 5 contains 12992 members 
Mstep: Class 6 contains 70062 members 
Mstep: Class 7 contains 6262 members 
Mstep: Class 8 contains 87684 members 
Mstep: Class 9 contains 351056 members 
Mstep: Class 10 contains 17362 members 
Mstep: Class 11 contains 19126 members 
Mstep: Class 12 contains 24712 members 
Mstep: Class 14 contains 30125 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 36625 members 
Mstep: Class 17 contains 98158 members 
Mstep: Class 18 contains 360920 members 
Mstep: Class 19 contains 27123 members 
Mstep: Class 20 contains 7121 members 
Mstep: Class 21 contains 37028 members 
Mstep: Class 22 contains 48114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153407504.000000 Penalty: 69876.234375
Iteration 6F: 21 clusters Score -1.534075e+08 nChanged 69838
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 4 contains 22967 members 
Mstep: Class 5 contains 11532 members 
Mstep: Class 6 contains 63936 members 
Mstep: Class 7 contains 7163 members 
Mstep: Class 8 contains 87795 members 
Mstep: Class 9 contains 348685 members 
Mstep: Class 10 contains 17250 members 
Mstep: Class 11 contains 18688 members 
Mstep: Class 12 contains 24577 members 
Mstep: Class 14 contains 30180 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 41635 members 
Mstep: Class 17 contains 105996 members 
Mstep: Class 18 contains 354348 members 
Mstep: Class 19 contains 27188 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 37526 members 
Mstep: Class 22 contains 50581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153488528.000000 Penalty: 69876.234375
Iteration 7F: 21 clusters Score -1.534885e+08 nChanged 48808
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 4283 members 
Mstep: Class 4 contains 22725 members 
Mstep: Class 5 contains 10719 members 
Mstep: Class 6 contains 57506 members 
Mstep: Class 7 contains 9207 members 
Mstep: Class 8 contains 87943 members 
Mstep: Class 9 contains 347046 members 
Mstep: Class 10 contains 17103 members 
Mstep: Class 11 contains 17076 members 
Mstep: Class 12 contains 24387 members 
Mstep: Class 14 contains 30212 members 
Mstep: Class 15 contains 1624 members 
Mstep: Class 16 contains 47366 members 
Mstep: Class 17 contains 109993 members 
Mstep: Class 18 contains 348250 members 
Mstep: Class 19 contains 27072 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 38240 members 
Mstep: Class 22 contains 54684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153562592.000000 Penalty: 69876.234375
Iteration 8Q: 21 clusters Score -1.535626e+08 nChanged 38234
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 4452 members 
Mstep: Class 4 contains 22387 members 
Mstep: Class 5 contains 10474 members 
Mstep: Class 6 contains 51599 members 
Mstep: Class 7 contains 11343 members 
Mstep: Class 8 contains 88150 members 
Mstep: Class 9 contains 345360 members 
Mstep: Class 10 contains 16946 members 
Mstep: Class 11 contains 15100 members 
Mstep: Class 12 contains 24127 members 
Mstep: Class 14 contains 30366 members 
Mstep: Class 15 contains 1768 members 
Mstep: Class 16 contains 52713 members 
Mstep: Class 17 contains 111538 members 
Mstep: Class 18 contains 343550 members 
Mstep: Class 19 contains 26956 members 
Mstep: Class 20 contains 6438 members 
Mstep: Class 21 contains 39113 members 
Mstep: Class 22 contains 59561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153611232.000000 Penalty: 69876.234375
Iteration 9Q: 21 clusters Score -1.536112e+08 nChanged 30818
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 4514 members 
Mstep: Class 4 contains 22008 members 
Mstep: Class 5 contains 10534 members 
Mstep: Class 6 contains 46922 members 
Mstep: Class 7 contains 12712 members 
Mstep: Class 8 contains 88384 members 
Mstep: Class 9 contains 344414 members 
Mstep: Class 10 contains 16765 members 
Mstep: Class 11 contains 13750 members 
Mstep: Class 12 contains 23843 members 
Mstep: Class 14 contains 30552 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 57460 members 
Mstep: Class 17 contains 111348 members 
Mstep: Class 18 contains 339316 members 
Mstep: Class 19 contains 26861 members 
Mstep: Class 20 contains 6684 members 
Mstep: Class 21 contains 39786 members 
Mstep: Class 22 contains 64517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153643840.000000 Penalty: 69876.234375
Iteration 10Q: 21 clusters Score -1.536438e+08 nChanged 24698
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 4524 members 
Mstep: Class 4 contains 21571 members 
Mstep: Class 5 contains 10684 members 
Mstep: Class 6 contains 43830 members 
Mstep: Class 7 contains 13901 members 
Mstep: Class 8 contains 88602 members 
Mstep: Class 9 contains 343954 members 
Mstep: Class 10 contains 16579 members 
Mstep: Class 11 contains 12696 members 
Mstep: Class 12 contains 23566 members 
Mstep: Class 14 contains 30755 members 
Mstep: Class 15 contains 2125 members 
Mstep: Class 16 contains 61386 members 
Mstep: Class 17 contains 110153 members 
Mstep: Class 18 contains 335564 members 
Mstep: Class 19 contains 26803 members 
Mstep: Class 20 contains 6966 members 
Mstep: Class 21 contains 40203 members 
Mstep: Class 22 contains 68919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153665216.000000 Penalty: 69876.234375
Iteration 11Q: 21 clusters Score -1.536652e+08 nChanged 19728
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 4514 members 
Mstep: Class 4 contains 21148 members 
Mstep: Class 5 contains 10842 members 
Mstep: Class 6 contains 41421 members 
Mstep: Class 7 contains 14942 members 
Mstep: Class 8 contains 88809 members 
Mstep: Class 9 contains 343993 members 
Mstep: Class 10 contains 16433 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 23314 members 
Mstep: Class 14 contains 30962 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 16 contains 64525 members 
Mstep: Class 17 contains 108848 members 
Mstep: Class 18 contains 332238 members 
Mstep: Class 19 contains 26751 members 
Mstep: Class 20 contains 7267 members 
Mstep: Class 21 contains 40594 members 
Mstep: Class 22 contains 72476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153677872.000000 Penalty: 69876.234375
Iteration 12Q: 21 clusters Score -1.536779e+08 nChanged 15896
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 4569 members 
Mstep: Class 4 contains 20725 members 
Mstep: Class 5 contains 10915 members 
Mstep: Class 6 contains 39404 members 
Mstep: Class 7 contains 16023 members 
Mstep: Class 8 contains 88992 members 
Mstep: Class 9 contains 344315 members 
Mstep: Class 10 contains 16309 members 
Mstep: Class 11 contains 11363 members 
Mstep: Class 12 contains 23044 members 
Mstep: Class 14 contains 31152 members 
Mstep: Class 15 contains 2385 members 
Mstep: Class 16 contains 67046 members 
Mstep: Class 17 contains 107492 members 
Mstep: Class 18 contains 329288 members 
Mstep: Class 19 contains 26727 members 
Mstep: Class 20 contains 7565 members 
Mstep: Class 21 contains 40897 members 
Mstep: Class 22 contains 75447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153685616.000000 Penalty: 69876.234375
Iteration 13Q: 21 clusters Score -1.536856e+08 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 4 contains 20328 members 
Mstep: Class 5 contains 10938 members 
Mstep: Class 6 contains 37532 members 
Mstep: Class 7 contains 17194 members 
Mstep: Class 8 contains 89164 members 
Mstep: Class 9 contains 344650 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 22863 members 
Mstep: Class 14 contains 31369 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 69016 members 
Mstep: Class 17 contains 106330 members 
Mstep: Class 18 contains 326689 members 
Mstep: Class 19 contains 26734 members 
Mstep: Class 20 contains 7876 members 
Mstep: Class 21 contains 41114 members 
Mstep: Class 22 contains 77928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153690272.000000 Penalty: 69876.234375
Iteration 14Q: 21 clusters Score -1.536903e+08 nChanged 11648
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 4 contains 19928 members 
Mstep: Class 5 contains 10956 members 
Mstep: Class 6 contains 35789 members 
Mstep: Class 7 contains 18303 members 
Mstep: Class 8 contains 89291 members 
Mstep: Class 9 contains 344801 members 
Mstep: Class 10 contains 16153 members 
Mstep: Class 11 contains 10705 members 
Mstep: Class 12 contains 22709 members 
Mstep: Class 14 contains 31542 members 
Mstep: Class 15 contains 2539 members 
Mstep: Class 16 contains 70732 members 
Mstep: Class 17 contains 105465 members 
Mstep: Class 18 contains 324305 members 
Mstep: Class 19 contains 26783 members 
Mstep: Class 20 contains 8176 members 
Mstep: Class 21 contains 41310 members 
Mstep: Class 22 contains 80131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153694672.000000 Penalty: 69876.234375
Iteration 15Q: 21 clusters Score -1.536947e+08 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 4772 members 
Mstep: Class 4 contains 19525 members 
Mstep: Class 5 contains 10970 members 
Mstep: Class 6 contains 34229 members 
Mstep: Class 7 contains 19411 members 
Mstep: Class 8 contains 89404 members 
Mstep: Class 9 contains 344930 members 
Mstep: Class 10 contains 16098 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 22622 members 
Mstep: Class 14 contains 31704 members 
Mstep: Class 15 contains 2593 members 
Mstep: Class 16 contains 72282 members 
Mstep: Class 17 contains 104844 members 
Mstep: Class 18 contains 322034 members 
Mstep: Class 19 contains 26906 members 
Mstep: Class 20 contains 8431 members 
Mstep: Class 21 contains 41452 members 
Mstep: Class 22 contains 81905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153698816.000000 Penalty: 69876.234375
Iteration 16Q: 21 clusters Score -1.536988e+08 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 4819 members 
Mstep: Class 4 contains 19124 members 
Mstep: Class 5 contains 10979 members 
Mstep: Class 6 contains 32924 members 
Mstep: Class 7 contains 20442 members 
Mstep: Class 8 contains 89464 members 
Mstep: Class 9 contains 345078 members 
Mstep: Class 10 contains 16052 members 
Mstep: Class 11 contains 10392 members 
Mstep: Class 12 contains 22591 members 
Mstep: Class 14 contains 31906 members 
Mstep: Class 15 contains 2639 members 
Mstep: Class 16 contains 73664 members 
Mstep: Class 17 contains 104431 members 
Mstep: Class 18 contains 319919 members 
Mstep: Class 19 contains 27044 members 
Mstep: Class 20 contains 8618 members 
Mstep: Class 21 contains 41578 members 
Mstep: Class 22 contains 83196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153700160.000000 Penalty: 69876.234375
Iteration 17Q: 21 clusters Score -1.537002e+08 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 4849 members 
Mstep: Class 4 contains 18662 members 
Mstep: Class 5 contains 10988 members 
Mstep: Class 6 contains 31869 members 
Mstep: Class 7 contains 21395 members 
Mstep: Class 8 contains 89532 members 
Mstep: Class 9 contains 345143 members 
Mstep: Class 10 contains 16034 members 
Mstep: Class 11 contains 10303 members 
Mstep: Class 12 contains 22617 members 
Mstep: Class 14 contains 32084 members 
Mstep: Class 15 contains 2656 members 
Mstep: Class 16 contains 74936 members 
Mstep: Class 17 contains 104115 members 
Mstep: Class 18 contains 318014 members 
Mstep: Class 19 contains 27239 members 
Mstep: Class 20 contains 8796 members 
Mstep: Class 21 contains 41692 members 
Mstep: Class 22 contains 84133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153702896.000000 Penalty: 69876.234375
Iteration 18Q: 21 clusters Score -1.537029e+08 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 4867 members 
Mstep: Class 4 contains 18125 members 
Mstep: Class 5 contains 10995 members 
Mstep: Class 6 contains 31062 members 
Mstep: Class 7 contains 22291 members 
Mstep: Class 8 contains 89619 members 
Mstep: Class 9 contains 345157 members 
Mstep: Class 10 contains 16014 members 
Mstep: Class 11 contains 10244 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 14 contains 32297 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 76187 members 
Mstep: Class 17 contains 103867 members 
Mstep: Class 18 contains 316215 members 
Mstep: Class 19 contains 27532 members 
Mstep: Class 20 contains 8932 members 
Mstep: Class 21 contains 41759 members 
Mstep: Class 22 contains 84708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153704160.000000 Penalty: 69876.234375
Iteration 19Q: 21 clusters Score -1.537042e+08 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 4881 members 
Mstep: Class 4 contains 17603 members 
Mstep: Class 5 contains 11002 members 
Mstep: Class 6 contains 30413 members 
Mstep: Class 7 contains 23181 members 
Mstep: Class 8 contains 89688 members 
Mstep: Class 9 contains 345142 members 
Mstep: Class 10 contains 16004 members 
Mstep: Class 11 contains 10222 members 
Mstep: Class 12 contains 22799 members 
Mstep: Class 14 contains 32510 members 
Mstep: Class 15 contains 2685 members 
Mstep: Class 16 contains 77309 members 
Mstep: Class 17 contains 103695 members 
Mstep: Class 18 contains 314541 members 
Mstep: Class 19 contains 27844 members 
Mstep: Class 20 contains 9045 members 
Mstep: Class 21 contains 41808 members 
Mstep: Class 22 contains 85011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153711776.000000 Penalty: 69876.234375
Iteration 20F: 21 clusters Score -1.537118e+08 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 4913 members 
Mstep: Class 4 contains 17094 members 
Mstep: Class 5 contains 11093 members 
Mstep: Class 6 contains 28580 members 
Mstep: Class 7 contains 25334 members 
Mstep: Class 8 contains 89738 members 
Mstep: Class 9 contains 345120 members 
Mstep: Class 10 contains 15997 members 
Mstep: Class 11 contains 9847 members 
Mstep: Class 12 contains 22737 members 
Mstep: Class 14 contains 32714 members 
Mstep: Class 15 contains 2691 members 
Mstep: Class 16 contains 78730 members 
Mstep: Class 17 contains 103235 members 
Mstep: Class 18 contains 312792 members 
Mstep: Class 19 contains 28145 members 
Mstep: Class 20 contains 9159 members 
Mstep: Class 21 contains 41769 members 
Mstep: Class 22 contains 85945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153719728.000000 Penalty: 69876.234375
Iteration 21Q: 21 clusters Score -1.537197e+08 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 4 contains 16794 members 
Mstep: Class 5 contains 11181 members 
Mstep: Class 6 contains 27421 members 
Mstep: Class 7 contains 27132 members 
Mstep: Class 8 contains 89792 members 
Mstep: Class 9 contains 345304 members 
Mstep: Class 10 contains 15992 members 
Mstep: Class 11 contains 9138 members 
Mstep: Class 12 contains 22574 members 
Mstep: Class 14 contains 32931 members 
Mstep: Class 15 contains 2692 members 
Mstep: Class 16 contains 80047 members 
Mstep: Class 17 contains 102907 members 
Mstep: Class 18 contains 310932 members 
Mstep: Class 19 contains 28375 members 
Mstep: Class 20 contains 9278 members 
Mstep: Class 21 contains 41885 members 
Mstep: Class 22 contains 86382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153725424.000000 Penalty: 69876.234375
Iteration 22Q: 21 clusters Score -1.537254e+08 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 4 contains 16642 members 
Mstep: Class 5 contains 11240 members 
Mstep: Class 6 contains 26687 members 
Mstep: Class 7 contains 28656 members 
Mstep: Class 8 contains 89812 members 
Mstep: Class 9 contains 345533 members 
Mstep: Class 10 contains 15988 members 
Mstep: Class 11 contains 8556 members 
Mstep: Class 12 contains 22304 members 
Mstep: Class 14 contains 33159 members 
Mstep: Class 15 contains 2690 members 
Mstep: Class 16 contains 81010 members 
Mstep: Class 17 contains 102782 members 
Mstep: Class 18 contains 309119 members 
Mstep: Class 19 contains 28538 members 
Mstep: Class 20 contains 9407 members 
Mstep: Class 21 contains 41987 members 
Mstep: Class 22 contains 86599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153731408.000000 Penalty: 69876.234375
Iteration 23Q: 21 clusters Score -1.537314e+08 nChanged 12538
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 5627 members 
Mstep: Class 4 contains 16628 members 
Mstep: Class 5 contains 11290 members 
Mstep: Class 6 contains 25934 members 
Mstep: Class 7 contains 30205 members 
Mstep: Class 8 contains 89814 members 
Mstep: Class 9 contains 345743 members 
Mstep: Class 10 contains 15978 members 
Mstep: Class 11 contains 8048 members 
Mstep: Class 12 contains 22213 members 
Mstep: Class 14 contains 33380 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 81655 members 
Mstep: Class 17 contains 102722 members 
Mstep: Class 18 contains 307347 members 
Mstep: Class 19 contains 28647 members 
Mstep: Class 20 contains 9570 members 
Mstep: Class 21 contains 42065 members 
Mstep: Class 22 contains 86663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153736432.000000 Penalty: 69876.234375
Iteration 24Q: 21 clusters Score -1.537364e+08 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 4 contains 16716 members 
Mstep: Class 5 contains 11338 members 
Mstep: Class 6 contains 25056 members 
Mstep: Class 7 contains 31760 members 
Mstep: Class 8 contains 89792 members 
Mstep: Class 9 contains 346043 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 7563 members 
Mstep: Class 12 contains 22331 members 
Mstep: Class 14 contains 33633 members 
Mstep: Class 15 contains 2706 members 
Mstep: Class 16 contains 82044 members 
Mstep: Class 17 contains 102773 members 
Mstep: Class 18 contains 305490 members 
Mstep: Class 19 contains 28727 members 
Mstep: Class 20 contains 9726 members 
Mstep: Class 21 contains 42146 members 
Mstep: Class 22 contains 86643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153739792.000000 Penalty: 69876.234375
Iteration 25Q: 21 clusters Score -1.537398e+08 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 6445 members 
Mstep: Class 4 contains 16890 members 
Mstep: Class 5 contains 11389 members 
Mstep: Class 6 contains 24140 members 
Mstep: Class 7 contains 33368 members 
Mstep: Class 8 contains 89773 members 
Mstep: Class 9 contains 346454 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 7089 members 
Mstep: Class 12 contains 22553 members 
Mstep: Class 14 contains 33872 members 
Mstep: Class 15 contains 2711 members 
Mstep: Class 16 contains 82331 members 
Mstep: Class 17 contains 102731 members 
Mstep: Class 18 contains 303568 members 
Mstep: Class 19 contains 28741 members 
Mstep: Class 20 contains 9896 members 
Mstep: Class 21 contains 42175 members 
Mstep: Class 22 contains 86632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153740752.000000 Penalty: 69876.234375
Iteration 26Q: 21 clusters Score -1.537408e+08 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 4 contains 17071 members 
Mstep: Class 5 contains 11441 members 
Mstep: Class 6 contains 23281 members 
Mstep: Class 7 contains 34840 members 
Mstep: Class 8 contains 89758 members 
Mstep: Class 9 contains 346809 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 12 contains 22793 members 
Mstep: Class 14 contains 34097 members 
Mstep: Class 15 contains 2711 members 
Mstep: Class 16 contains 82548 members 
Mstep: Class 17 contains 102809 members 
Mstep: Class 18 contains 301755 members 
Mstep: Class 19 contains 28778 members 
Mstep: Class 20 contains 10043 members 
Mstep: Class 21 contains 42176 members 
Mstep: Class 22 contains 86571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153739568.000000 Penalty: 69876.234375
Iteration 27Q: 21 clusters Score -1.537396e+08 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 4 contains 17208 members 
Mstep: Class 5 contains 11498 members 
Mstep: Class 6 contains 22532 members 
Mstep: Class 7 contains 36110 members 
Mstep: Class 8 contains 89747 members 
Mstep: Class 9 contains 347120 members 
Mstep: Class 10 contains 15948 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 23016 members 
Mstep: Class 14 contains 34321 members 
Mstep: Class 15 contains 2711 members 
Mstep: Class 16 contains 82671 members 
Mstep: Class 17 contains 103033 members 
Mstep: Class 18 contains 300044 members 
Mstep: Class 19 contains 28832 members 
Mstep: Class 20 contains 10241 members 
Mstep: Class 21 contains 42151 members 
Mstep: Class 22 contains 86569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153738368.000000 Penalty: 69876.234375
Iteration 28Q: 21 clusters Score -1.537384e+08 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 7497 members 
Mstep: Class 4 contains 17304 members 
Mstep: Class 5 contains 11547 members 
Mstep: Class 6 contains 21832 members 
Mstep: Class 7 contains 37068 members 
Mstep: Class 8 contains 89748 members 
Mstep: Class 9 contains 347396 members 
Mstep: Class 10 contains 15930 members 
Mstep: Class 11 contains 6028 members 
Mstep: Class 12 contains 23202 members 
Mstep: Class 14 contains 34585 members 
Mstep: Class 15 contains 2727 members 
Mstep: Class 16 contains 82796 members 
Mstep: Class 17 contains 103425 members 
Mstep: Class 18 contains 298413 members 
Mstep: Class 19 contains 28904 members 
Mstep: Class 20 contains 10423 members 
Mstep: Class 21 contains 42074 members 
Mstep: Class 22 contains 86709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153736336.000000 Penalty: 69876.234375
Iteration 29Q: 21 clusters Score -1.537363e+08 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 7743 members 
Mstep: Class 4 contains 17375 members 
Mstep: Class 5 contains 11597 members 
Mstep: Class 6 contains 21201 members 
Mstep: Class 7 contains 37795 members 
Mstep: Class 8 contains 89735 members 
Mstep: Class 9 contains 347694 members 
Mstep: Class 10 contains 15922 members 
Mstep: Class 11 contains 5800 members 
Mstep: Class 12 contains 23329 members 
Mstep: Class 14 contains 34892 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 82921 members 
Mstep: Class 17 contains 103887 members 
Mstep: Class 18 contains 296896 members 
Mstep: Class 19 contains 29027 members 
Mstep: Class 20 contains 10659 members 
Mstep: Class 21 contains 41962 members 
Mstep: Class 22 contains 86907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153733664.000000 Penalty: 69876.234375
Iteration 30Q: 21 clusters Score -1.537337e+08 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 7928 members 
Mstep: Class 4 contains 17449 members 
Mstep: Class 5 contains 11639 members 
Mstep: Class 6 contains 20626 members 
Mstep: Class 7 contains 38294 members 
Mstep: Class 8 contains 89730 members 
Mstep: Class 9 contains 347990 members 
Mstep: Class 10 contains 15919 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 23452 members 
Mstep: Class 14 contains 35138 members 
Mstep: Class 15 contains 2735 members 
Mstep: Class 16 contains 83059 members 
Mstep: Class 17 contains 104422 members 
Mstep: Class 18 contains 295440 members 
Mstep: Class 19 contains 29110 members 
Mstep: Class 20 contains 11074 members 
Mstep: Class 21 contains 41851 members 
Mstep: Class 22 contains 87233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153731952.000000 Penalty: 69876.234375
Iteration 31Q: 21 clusters Score -1.53732e+08 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 8069 members 
Mstep: Class 4 contains 17494 members 
Mstep: Class 5 contains 11669 members 
Mstep: Class 6 contains 20062 members 
Mstep: Class 7 contains 38640 members 
Mstep: Class 8 contains 89726 members 
Mstep: Class 9 contains 348368 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 23532 members 
Mstep: Class 14 contains 35307 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 16 contains 83222 members 
Mstep: Class 17 contains 104907 members 
Mstep: Class 18 contains 294099 members 
Mstep: Class 19 contains 29199 members 
Mstep: Class 20 contains 11606 members 
Mstep: Class 21 contains 41735 members 
Mstep: Class 22 contains 87628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153729008.000000 Penalty: 69876.234375
Iteration 32Q: 21 clusters Score -1.53729e+08 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 8170 members 
Mstep: Class 4 contains 17530 members 
Mstep: Class 5 contains 11687 members 
Mstep: Class 6 contains 19584 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 89729 members 
Mstep: Class 9 contains 348760 members 
Mstep: Class 10 contains 15916 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 23606 members 
Mstep: Class 14 contains 35459 members 
Mstep: Class 15 contains 2736 members 
Mstep: Class 16 contains 83345 members 
Mstep: Class 17 contains 105391 members 
Mstep: Class 18 contains 292769 members 
Mstep: Class 19 contains 29298 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 41618 members 
Mstep: Class 22 contains 88003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153726640.000000 Penalty: 69876.234375
Iteration 33Q: 21 clusters Score -1.537266e+08 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 8250 members 
Mstep: Class 4 contains 17544 members 
Mstep: Class 5 contains 11702 members 
Mstep: Class 6 contains 19200 members 
Mstep: Class 7 contains 39033 members 
Mstep: Class 8 contains 89731 members 
Mstep: Class 9 contains 349116 members 
Mstep: Class 10 contains 15923 members 
Mstep: Class 11 contains 5361 members 
Mstep: Class 12 contains 23660 members 
Mstep: Class 14 contains 35592 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 83477 members 
Mstep: Class 17 contains 105858 members 
Mstep: Class 18 contains 291537 members 
Mstep: Class 19 contains 29396 members 
Mstep: Class 20 contains 13083 members 
Mstep: Class 21 contains 41511 members 
Mstep: Class 22 contains 88340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153726608.000000 Penalty: 69876.234375
Iteration 34Q: 21 clusters Score -1.537266e+08 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 8303 members 
Mstep: Class 4 contains 17548 members 
Mstep: Class 5 contains 11710 members 
Mstep: Class 6 contains 18867 members 
Mstep: Class 7 contains 39129 members 
Mstep: Class 8 contains 89723 members 
Mstep: Class 9 contains 349294 members 
Mstep: Class 10 contains 15920 members 
Mstep: Class 11 contains 5324 members 
Mstep: Class 12 contains 23696 members 
Mstep: Class 14 contains 35666 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 83554 members 
Mstep: Class 17 contains 106246 members 
Mstep: Class 18 contains 290750 members 
Mstep: Class 19 contains 29497 members 
Mstep: Class 20 contains 13898 members 
Mstep: Class 21 contains 41409 members 
Mstep: Class 22 contains 88607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153727456.000000 Penalty: 69876.234375
Iteration 35Q: 21 clusters Score -1.537275e+08 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 4 contains 17556 members 
Mstep: Class 5 contains 11714 members 
Mstep: Class 6 contains 18586 members 
Mstep: Class 7 contains 39196 members 
Mstep: Class 8 contains 89727 members 
Mstep: Class 9 contains 349397 members 
Mstep: Class 10 contains 15916 members 
Mstep: Class 11 contains 5293 members 
Mstep: Class 12 contains 23723 members 
Mstep: Class 14 contains 35714 members 
Mstep: Class 15 contains 2736 members 
Mstep: Class 16 contains 83588 members 
Mstep: Class 17 contains 106572 members 
Mstep: Class 18 contains 290166 members 
Mstep: Class 19 contains 29564 members 
Mstep: Class 20 contains 14706 members 
Mstep: Class 21 contains 41340 members 
Mstep: Class 22 contains 88823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153727776.000000 Penalty: 69876.234375
Iteration 36Q: 21 clusters Score -1.537278e+08 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 8378 members 
Mstep: Class 4 contains 17561 members 
Mstep: Class 5 contains 11722 members 
Mstep: Class 6 contains 18376 members 
Mstep: Class 7 contains 39239 members 
Mstep: Class 8 contains 89730 members 
Mstep: Class 9 contains 349458 members 
Mstep: Class 10 contains 15914 members 
Mstep: Class 11 contains 5269 members 
Mstep: Class 12 contains 23740 members 
Mstep: Class 14 contains 35742 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 83628 members 
Mstep: Class 17 contains 106860 members 
Mstep: Class 18 contains 289714 members 
Mstep: Class 19 contains 29604 members 
Mstep: Class 20 contains 15484 members 
Mstep: Class 21 contains 41275 members 
Mstep: Class 22 contains 88971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153727936.000000 Penalty: 69876.234375
Iteration 37Q: 21 clusters Score -1.537279e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 8396 members 
Mstep: Class 4 contains 17569 members 
Mstep: Class 5 contains 11731 members 
Mstep: Class 6 contains 18195 members 
Mstep: Class 7 contains 39262 members 
Mstep: Class 8 contains 89732 members 
Mstep: Class 9 contains 349499 members 
Mstep: Class 10 contains 15918 members 
Mstep: Class 11 contains 5251 members 
Mstep: Class 12 contains 23749 members 
Mstep: Class 14 contains 35767 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 16 contains 83646 members 
Mstep: Class 17 contains 107087 members 
Mstep: Class 18 contains 289362 members 
Mstep: Class 19 contains 29635 members 
Mstep: Class 20 contains 16095 members 
Mstep: Class 21 contains 41211 members 
Mstep: Class 22 contains 89131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153728128.000000 Penalty: 69876.234375
Iteration 38Q: 21 clusters Score -1.537281e+08 nChanged 1731
Entering ConstructFrom: 
Score: -153728128.000000 Penalty: 69876.234375
Entering ConstructFrom: 
Trying to split cluster 1 (38501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Entering Unmasked Estep 
Score: -4792226.000000 Penalty: 2618.492920
	Iteration 0F: 2 clusters Score -4792226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4766057.500000 Penalty: 5236.985840
	Iteration 0F: 3 clusters Score -4766058 nChanged 17699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -4775648.000000 Penalty: 5236.985840
	Iteration 1F: 3 clusters Score -4775648 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -4776293.000000 Penalty: 5236.985840
	Iteration 2Q: 3 clusters Score -4776293 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -4777077.500000 Penalty: 5236.985840
	Iteration 3Q: 3 clusters Score -4777078 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -4778207.000000 Penalty: 5236.985840
	Iteration 4Q: 3 clusters Score -4778207 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4780085.500000 Penalty: 5236.985840
	Iteration 5F: 3 clusters Score -4780086 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4782928.000000 Penalty: 5236.985840
	Iteration 6F: 3 clusters Score -4782928 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -4786656.500000 Penalty: 5236.985840
	Iteration 7F: 3 clusters Score -4786656 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -4790078.000000 Penalty: 5236.985840
	Iteration 8F: 3 clusters Score -4790078 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -4792622.000000 Penalty: 5236.985840
	Iteration 9F: 3 clusters Score -4792622 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4794152.500000 Penalty: 5236.985840
	Iteration 10Q: 3 clusters Score -4794152 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -4794857.000000 Penalty: 5236.985840
	Iteration 11Q: 3 clusters Score -4794857 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4795114.500000 Penalty: 5236.985840
	Iteration 12Q: 3 clusters Score -4795114 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -4795219.000000 Penalty: 5236.985840
	Iteration 13Q: 3 clusters Score -4795219 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4795244.500000 Penalty: 5236.985840
	Iteration 14Q: 3 clusters Score -4795244 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -4795253.000000 Penalty: 5236.985840
	Iteration 15Q: 3 clusters Score -4795253 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -4795257.000000 Penalty: 5236.985840
	Iteration 16Q: 3 clusters Score -4795257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4795251.000000 Penalty: 5236.985840
	Iteration 17Q: 3 clusters Score -4795251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -4795260.500000 Penalty: 5236.985840
	Iteration 18Q: 3 clusters Score -4795260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -4795258.000000 Penalty: 5236.985840
	Iteration 19Q: 3 clusters Score -4795258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -4795259.000000 Penalty: 5236.985840
	Iteration 20F: 3 clusters Score -4795259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -4795263.000000 Penalty: 5236.985840
	Iteration 21Q: 3 clusters Score -4795263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -4795262.000000 Penalty: 5236.985840
	Iteration 22Q: 3 clusters Score -4795262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -4795262.500000 Penalty: 5236.985840
	Iteration 23Q: 3 clusters Score -4795262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4795261.000000 Penalty: 5236.985840
	Iteration 24Q: 3 clusters Score -4795261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4795261.000000 Penalty: 5236.985840
	Iteration 25F: 3 clusters Score -4795261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 8408 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 17578 members 
Mstep: Class 5 contains 11734 members 
Mstep: Class 6 contains 18048 members 
Mstep: Class 7 contains 39283 members 
Mstep: Class 8 contains 89730 members 
Mstep: Class 9 contains 349522 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 14 contains 35779 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 83625 members 
Mstep: Class 17 contains 107278 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Entering Unmasked Estep 
Score: -153730224.000000 Penalty: 73370.046875
Splitting cluster 1 changes total score from -153728128.000000 to -153730224.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (8408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Entering Unmasked Estep 
Score: -838684.750000 Penalty: 2241.160889
	Iteration 0F: 2 clusters Score -838684.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -832180.062500 Penalty: 4482.321777
	Iteration 0F: 3 clusters Score -832180.1 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -835874.187500 Penalty: 4482.321777
	Iteration 1F: 3 clusters Score -835874.2 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -838750.562500 Penalty: 4482.321777
	Iteration 2F: 3 clusters Score -838750.6 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -840998.750000 Penalty: 4482.321777
	Iteration 3F: 3 clusters Score -840998.8 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -842343.812500 Penalty: 4482.321777
	Iteration 4F: 3 clusters Score -842343.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -843115.000000 Penalty: 4482.321777
	Iteration 5F: 3 clusters Score -843115 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -843541.875000 Penalty: 4482.321777
	Iteration 6Q: 3 clusters Score -843541.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -843857.750000 Penalty: 4482.321777
	Iteration 7Q: 3 clusters Score -843857.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -844121.000000 Penalty: 4482.321777
	Iteration 8Q: 3 clusters Score -844121 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -844334.125000 Penalty: 4482.321777
	Iteration 9Q: 3 clusters Score -844334.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -844507.500000 Penalty: 4482.321777
	Iteration 10Q: 3 clusters Score -844507.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -844681.625000 Penalty: 4482.321777
	Iteration 11Q: 3 clusters Score -844681.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -844800.312500 Penalty: 4482.321777
	Iteration 12Q: 3 clusters Score -844800.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -844879.125000 Penalty: 4482.321777
	Iteration 13Q: 3 clusters Score -844879.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -844929.687500 Penalty: 4482.321777
	Iteration 14Q: 3 clusters Score -844929.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -844981.875000 Penalty: 4482.321777
	Iteration 15Q: 3 clusters Score -844981.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -845031.437500 Penalty: 4482.321777
	Iteration 16Q: 3 clusters Score -845031.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -845074.375000 Penalty: 4482.321777
	Iteration 17Q: 3 clusters Score -845074.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -845108.312500 Penalty: 4482.321777
	Iteration 18Q: 3 clusters Score -845108.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -845134.687500 Penalty: 4482.321777
	Iteration 19Q: 3 clusters Score -845134.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -845167.500000 Penalty: 4482.321777
	Iteration 20F: 3 clusters Score -845167.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -845190.812500 Penalty: 4482.321777
	Iteration 21Q: 3 clusters Score -845190.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -845213.875000 Penalty: 4482.321777
	Iteration 22Q: 3 clusters Score -845213.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -845236.750000 Penalty: 4482.321777
	Iteration 23Q: 3 clusters Score -845236.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -845250.562500 Penalty: 4482.321777
	Iteration 24Q: 3 clusters Score -845250.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -845265.750000 Penalty: 4482.321777
	Iteration 25Q: 3 clusters Score -845265.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -845276.062500 Penalty: 4482.321777
	Iteration 26Q: 3 clusters Score -845276.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -845286.687500 Penalty: 4482.321777
	Iteration 27Q: 3 clusters Score -845286.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -845291.750000 Penalty: 4482.321777
	Iteration 28Q: 3 clusters Score -845291.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -845302.937500 Penalty: 4482.321777
	Iteration 29Q: 3 clusters Score -845302.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -845309.375000 Penalty: 4482.321777
	Iteration 30Q: 3 clusters Score -845309.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -845314.062500 Penalty: 4482.321777
	Iteration 31Q: 3 clusters Score -845314.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -845320.250000 Penalty: 4482.321777
	Iteration 32Q: 3 clusters Score -845320.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -845327.062500 Penalty: 4482.321777
	Iteration 33Q: 3 clusters Score -845327.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -845332.687500 Penalty: 4482.321777
	Iteration 34Q: 3 clusters Score -845332.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -845341.312500 Penalty: 4482.321777
	Iteration 35Q: 3 clusters Score -845341.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -845347.750000 Penalty: 4482.321777
	Iteration 36Q: 3 clusters Score -845347.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -845356.562500 Penalty: 4482.321777
	Iteration 37Q: 3 clusters Score -845356.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -845359.625000 Penalty: 4482.321777
	Iteration 38Q: 3 clusters Score -845359.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -845360.500000 Penalty: 4482.321777
	Iteration 39Q: 3 clusters Score -845360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -845362.062500 Penalty: 4482.321777
	Iteration 40F: 3 clusters Score -845362.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -845362.875000 Penalty: 4482.321777
	Iteration 41Q: 3 clusters Score -845362.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -845365.125000 Penalty: 4482.321777
	Iteration 42Q: 3 clusters Score -845365.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -845364.562500 Penalty: 4482.321777
	Iteration 43Q: 3 clusters Score -845364.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -845369.312500 Penalty: 4482.321777
	Iteration 44Q: 3 clusters Score -845369.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -845370.750000 Penalty: 4482.321777
	Iteration 45Q: 3 clusters Score -845370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -845373.312500 Penalty: 4482.321777
	Iteration 46Q: 3 clusters Score -845373.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -845374.500000 Penalty: 4482.321777
	Iteration 47Q: 3 clusters Score -845374.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -845377.125000 Penalty: 4482.321777
	Iteration 48Q: 3 clusters Score -845377.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -845379.000000 Penalty: 4482.321777
	Iteration 49Q: 3 clusters Score -845379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -845378.375000 Penalty: 4482.321777
	Iteration 50Q: 3 clusters Score -845378.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -845379.250000 Penalty: 4482.321777
	Iteration 51Q: 3 clusters Score -845379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -845379.062500 Penalty: 4482.321777
	Iteration 52Q: 3 clusters Score -845379.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -845379.375000 Penalty: 4482.321777
	Iteration 53Q: 3 clusters Score -845379.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -845379.375000 Penalty: 4482.321777
	Iteration 54F: 3 clusters Score -845379.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 17578 members 
Mstep: Class 5 contains 11734 members 
Mstep: Class 6 contains 18048 members 
Mstep: Class 7 contains 39283 members 
Mstep: Class 8 contains 89730 members 
Mstep: Class 9 contains 349522 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 35779 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 83625 members 
Mstep: Class 17 contains 107278 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Entering Unmasked Estep 
Score: -153736992.000000 Penalty: 76863.859375
Splitting cluster 2 changes total score from -153728128.000000 to -153736992.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 4 (17578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Entering Unmasked Estep 
Score: -2034143.250000 Penalty: 2424.052002
	Iteration 0F: 2 clusters Score -2034143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2021678.125000 Penalty: 4848.104004
	Iteration 0F: 3 clusters Score -2021678 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2026380.500000 Penalty: 4848.104004
	Iteration 1F: 3 clusters Score -2026380 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2027860.750000 Penalty: 4848.104004
	Iteration 2F: 3 clusters Score -2027861 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2030619.250000 Penalty: 4848.104004
	Iteration 3F: 3 clusters Score -2030619 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2034028.000000 Penalty: 4848.104004
	Iteration 4F: 3 clusters Score -2034028 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2035976.000000 Penalty: 4848.104004
	Iteration 5F: 3 clusters Score -2035976 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2036663.875000 Penalty: 4848.104004
	Iteration 6F: 3 clusters Score -2036664 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2036901.625000 Penalty: 4848.104004
	Iteration 7Q: 3 clusters Score -2036902 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2036999.625000 Penalty: 4848.104004
	Iteration 8Q: 3 clusters Score -2037000 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2037054.625000 Penalty: 4848.104004
	Iteration 9Q: 3 clusters Score -2037055 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2037080.750000 Penalty: 4848.104004
	Iteration 10Q: 3 clusters Score -2037081 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2037093.875000 Penalty: 4848.104004
	Iteration 11Q: 3 clusters Score -2037094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2037100.000000 Penalty: 4848.104004
	Iteration 12Q: 3 clusters Score -2037100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2037095.500000 Penalty: 4848.104004
	Iteration 13Q: 3 clusters Score -2037096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2037096.000000 Penalty: 4848.104004
	Iteration 14Q: 3 clusters Score -2037096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2037097.250000 Penalty: 4848.104004
	Iteration 15Q: 3 clusters Score -2037097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2037101.750000 Penalty: 4848.104004
	Iteration 16Q: 3 clusters Score -2037102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2037108.500000 Penalty: 4848.104004
	Iteration 17Q: 3 clusters Score -2037108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2037103.250000 Penalty: 4848.104004
	Iteration 18Q: 3 clusters Score -2037103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2037106.125000 Penalty: 4848.104004
	Iteration 19Q: 3 clusters Score -2037106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2037101.375000 Penalty: 4848.104004
	Iteration 20F: 3 clusters Score -2037101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2037104.375000 Penalty: 4848.104004
	Iteration 21Q: 3 clusters Score -2037104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2037104.875000 Penalty: 4848.104004
	Iteration 22Q: 3 clusters Score -2037105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2037106.375000 Penalty: 4848.104004
	Iteration 23Q: 3 clusters Score -2037106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2037108.000000 Penalty: 4848.104004
	Iteration 24Q: 3 clusters Score -2037108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2037104.375000 Penalty: 4848.104004
	Iteration 25Q: 3 clusters Score -2037104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2037105.625000 Penalty: 4848.104004
	Iteration 26Q: 3 clusters Score -2037106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2037105.625000 Penalty: 4848.104004
	Iteration 27F: 3 clusters Score -2037106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 11734 members 
Mstep: Class 6 contains 18048 members 
Mstep: Class 7 contains 39283 members 
Mstep: Class 8 contains 89730 members 
Mstep: Class 9 contains 349522 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 35779 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 83625 members 
Mstep: Class 17 contains 107278 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Entering Unmasked Estep 
Score: -153740112.000000 Penalty: 80357.671875
Splitting cluster 4 changes total score from -153728128.000000 to -153740112.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (11734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Entering Unmasked Estep 
Score: -1331303.500000 Penalty: 2323.821045
	Iteration 0F: 2 clusters Score -1331304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1322513.000000 Penalty: 4647.642090
	Iteration 0F: 3 clusters Score -1322513 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1326195.625000 Penalty: 4647.642090
	Iteration 1F: 3 clusters Score -1326196 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1327888.625000 Penalty: 4647.642090
	Iteration 2F: 3 clusters Score -1327889 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1330483.625000 Penalty: 4647.642090
	Iteration 3F: 3 clusters Score -1330484 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1333816.625000 Penalty: 4647.642090
	Iteration 4F: 3 clusters Score -1333817 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1336680.125000 Penalty: 4647.642090
	Iteration 5F: 3 clusters Score -1336680 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1338934.125000 Penalty: 4647.642090
	Iteration 6F: 3 clusters Score -1338934 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1340114.375000 Penalty: 4647.642090
	Iteration 7F: 3 clusters Score -1340114 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1341158.375000 Penalty: 4647.642090
	Iteration 8Q: 3 clusters Score -1341158 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1341897.250000 Penalty: 4647.642090
	Iteration 9Q: 3 clusters Score -1341897 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1342368.000000 Penalty: 4647.642090
	Iteration 10Q: 3 clusters Score -1342368 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1342564.625000 Penalty: 4647.642090
	Iteration 11Q: 3 clusters Score -1342565 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1342643.375000 Penalty: 4647.642090
	Iteration 12Q: 3 clusters Score -1342643 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1342671.875000 Penalty: 4647.642090
	Iteration 13Q: 3 clusters Score -1342672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1342686.250000 Penalty: 4647.642090
	Iteration 14Q: 3 clusters Score -1342686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1342692.500000 Penalty: 4647.642090
	Iteration 15Q: 3 clusters Score -1342692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1342694.375000 Penalty: 4647.642090
	Iteration 16Q: 3 clusters Score -1342694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1342699.875000 Penalty: 4647.642090
	Iteration 17Q: 3 clusters Score -1342700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1342700.000000 Penalty: 4647.642090
	Iteration 18Q: 3 clusters Score -1342700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1342701.125000 Penalty: 4647.642090
	Iteration 19Q: 3 clusters Score -1342701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1342704.250000 Penalty: 4647.642090
	Iteration 20F: 3 clusters Score -1342704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1342704.625000 Penalty: 4647.642090
	Iteration 21Q: 3 clusters Score -1342705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1342708.875000 Penalty: 4647.642090
	Iteration 22Q: 3 clusters Score -1342709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1342703.125000 Penalty: 4647.642090
	Iteration 23Q: 3 clusters Score -1342703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1342705.125000 Penalty: 4647.642090
	Iteration 24Q: 3 clusters Score -1342705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1342704.750000 Penalty: 4647.642090
	Iteration 25Q: 3 clusters Score -1342705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1342703.500000 Penalty: 4647.642090
	Iteration 26Q: 3 clusters Score -1342704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1342702.750000 Penalty: 4647.642090
	Iteration 27Q: 3 clusters Score -1342703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1342703.250000 Penalty: 4647.642090
	Iteration 28Q: 3 clusters Score -1342703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1342703.250000 Penalty: 4647.642090
	Iteration 29F: 3 clusters Score -1342703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 18048 members 
Mstep: Class 7 contains 39283 members 
Mstep: Class 8 contains 89730 members 
Mstep: Class 9 contains 349522 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 35779 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 83625 members 
Mstep: Class 17 contains 107278 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Entering Unmasked Estep 
Score: -153750064.000000 Penalty: 83851.484375
Splitting cluster 5 changes total score from -153728128.000000 to -153750064.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (18048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Entering Unmasked Estep 
Score: -2034114.250000 Penalty: 2430.595947
	Iteration 0F: 2 clusters Score -2034114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2021463.375000 Penalty: 4861.191895
	Iteration 0F: 3 clusters Score -2021463 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2026495.875000 Penalty: 4861.191895
	Iteration 1F: 3 clusters Score -2026496 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2029271.375000 Penalty: 4861.191895
	Iteration 2F: 3 clusters Score -2029271 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2034676.250000 Penalty: 4861.191895
	Iteration 3F: 3 clusters Score -2034676 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2039689.625000 Penalty: 4861.191895
	Iteration 4F: 3 clusters Score -2039690 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2041854.250000 Penalty: 4861.191895
	Iteration 5F: 3 clusters Score -2041854 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2042929.375000 Penalty: 4861.191895
	Iteration 6F: 3 clusters Score -2042929 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2044237.625000 Penalty: 4861.191895
	Iteration 7Q: 3 clusters Score -2044238 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2046141.000000 Penalty: 4861.191895
	Iteration 8Q: 3 clusters Score -2046141 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2047128.125000 Penalty: 4861.191895
	Iteration 9Q: 3 clusters Score -2047128 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2047670.625000 Penalty: 4861.191895
	Iteration 10Q: 3 clusters Score -2047671 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2047977.000000 Penalty: 4861.191895
	Iteration 11Q: 3 clusters Score -2047977 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2048125.500000 Penalty: 4861.191895
	Iteration 12Q: 3 clusters Score -2048126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2048183.250000 Penalty: 4861.191895
	Iteration 13Q: 3 clusters Score -2048183 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2048210.750000 Penalty: 4861.191895
	Iteration 14Q: 3 clusters Score -2048211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2048220.125000 Penalty: 4861.191895
	Iteration 15Q: 3 clusters Score -2048220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2048225.625000 Penalty: 4861.191895
	Iteration 16Q: 3 clusters Score -2048226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2048230.000000 Penalty: 4861.191895
	Iteration 17Q: 3 clusters Score -2048230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2048235.500000 Penalty: 4861.191895
	Iteration 18Q: 3 clusters Score -2048236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2048237.375000 Penalty: 4861.191895
	Iteration 19Q: 3 clusters Score -2048237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2048247.625000 Penalty: 4861.191895
	Iteration 20F: 3 clusters Score -2048248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2048251.000000 Penalty: 4861.191895
	Iteration 21Q: 3 clusters Score -2048251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2048251.125000 Penalty: 4861.191895
	Iteration 22Q: 3 clusters Score -2048251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2048248.875000 Penalty: 4861.191895
	Iteration 23Q: 3 clusters Score -2048249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2048252.125000 Penalty: 4861.191895
	Iteration 24Q: 3 clusters Score -2048252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2048248.875000 Penalty: 4861.191895
	Iteration 25Q: 3 clusters Score -2048249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2048252.250000 Penalty: 4861.191895
	Iteration 26Q: 3 clusters Score -2048252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2048251.375000 Penalty: 4861.191895
	Iteration 27Q: 3 clusters Score -2048251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2048256.500000 Penalty: 4861.191895
	Iteration 28Q: 3 clusters Score -2048256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2048256.000000 Penalty: 4861.191895
	Iteration 29Q: 3 clusters Score -2048256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2048260.875000 Penalty: 4861.191895
	Iteration 30Q: 3 clusters Score -2048261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2048262.250000 Penalty: 4861.191895
	Iteration 31Q: 3 clusters Score -2048262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2048261.750000 Penalty: 4861.191895
	Iteration 32Q: 3 clusters Score -2048262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2048259.375000 Penalty: 4861.191895
	Iteration 33Q: 3 clusters Score -2048259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2048260.125000 Penalty: 4861.191895
	Iteration 34Q: 3 clusters Score -2048260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2048261.125000 Penalty: 4861.191895
	Iteration 35Q: 3 clusters Score -2048261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2048263.500000 Penalty: 4861.191895
	Iteration 36Q: 3 clusters Score -2048264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2048264.250000 Penalty: 4861.191895
	Iteration 37Q: 3 clusters Score -2048264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2048267.000000 Penalty: 4861.191895
	Iteration 38Q: 3 clusters Score -2048267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2048267.000000 Penalty: 4861.191895
	Iteration 39Q: 3 clusters Score -2048267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2048266.125000 Penalty: 4861.191895
	Iteration 40F: 3 clusters Score -2048266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2048266.125000 Penalty: 4861.191895
	Iteration 41Q: 3 clusters Score -2048266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2048263.625000 Penalty: 4861.191895
	Iteration 42Q: 3 clusters Score -2048264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2048263.625000 Penalty: 4861.191895
	Iteration 43F: 3 clusters Score -2048264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 39283 members 
Mstep: Class 8 contains 89730 members 
Mstep: Class 9 contains 349522 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 35779 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 83625 members 
Mstep: Class 17 contains 107278 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Entering Unmasked Estep 
Score: -153761792.000000 Penalty: 87345.296875
Splitting cluster 6 changes total score from -153728128.000000 to -153761792.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (39283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Entering Unmasked Estep 
Score: -4476157.000000 Penalty: 2623.479736
	Iteration 0F: 2 clusters Score -4476157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -4449619.500000 Penalty: 5246.959473
	Iteration 0F: 3 clusters Score -4449620 nChanged 18044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -4464968.000000 Penalty: 5246.959473
	Iteration 1F: 3 clusters Score -4464968 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -4474286.000000 Penalty: 5246.959473
	Iteration 2F: 3 clusters Score -4474286 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -4482649.500000 Penalty: 5246.959473
	Iteration 3F: 3 clusters Score -4482650 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -4487629.000000 Penalty: 5246.959473
	Iteration 4F: 3 clusters Score -4487629 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -4491321.500000 Penalty: 5246.959473
	Iteration 5F: 3 clusters Score -4491322 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -4493911.500000 Penalty: 5246.959473
	Iteration 6Q: 3 clusters Score -4493912 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4496137.000000 Penalty: 5246.959473
	Iteration 7Q: 3 clusters Score -4496137 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4497978.000000 Penalty: 5246.959473
	Iteration 8Q: 3 clusters Score -4497978 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -4498845.500000 Penalty: 5246.959473
	Iteration 9Q: 3 clusters Score -4498846 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -4499210.500000 Penalty: 5246.959473
	Iteration 10Q: 3 clusters Score -4499210 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -4499395.500000 Penalty: 5246.959473
	Iteration 11Q: 3 clusters Score -4499396 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -4499504.000000 Penalty: 5246.959473
	Iteration 12Q: 3 clusters Score -4499504 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -4499557.500000 Penalty: 5246.959473
	Iteration 13Q: 3 clusters Score -4499558 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -4499607.000000 Penalty: 5246.959473
	Iteration 14Q: 3 clusters Score -4499607 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -4499630.500000 Penalty: 5246.959473
	Iteration 15Q: 3 clusters Score -4499630 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -4499661.500000 Penalty: 5246.959473
	Iteration 16Q: 3 clusters Score -4499662 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -4499668.500000 Penalty: 5246.959473
	Iteration 17Q: 3 clusters Score -4499668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -4499680.000000 Penalty: 5246.959473
	Iteration 18Q: 3 clusters Score -4499680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -4499685.000000 Penalty: 5246.959473
	Iteration 19Q: 3 clusters Score -4499685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4499687.000000 Penalty: 5246.959473
	Iteration 20F: 3 clusters Score -4499687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -4499682.000000 Penalty: 5246.959473
	Iteration 21Q: 3 clusters Score -4499682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4499683.000000 Penalty: 5246.959473
	Iteration 22Q: 3 clusters Score -4499683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -4499681.500000 Penalty: 5246.959473
	Iteration 23Q: 3 clusters Score -4499682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4499683.000000 Penalty: 5246.959473
	Iteration 24Q: 3 clusters Score -4499683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -4499675.500000 Penalty: 5246.959473
	Iteration 25Q: 3 clusters Score -4499676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -4499681.000000 Penalty: 5246.959473
	Iteration 26Q: 3 clusters Score -4499681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4499675.000000 Penalty: 5246.959473
	Iteration 27Q: 3 clusters Score -4499675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -4499673.500000 Penalty: 5246.959473
	Iteration 28Q: 3 clusters Score -4499674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4499686.500000 Penalty: 5246.959473
	Iteration 29Q: 3 clusters Score -4499686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -4499674.000000 Penalty: 5246.959473
	Iteration 30Q: 3 clusters Score -4499674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4499690.500000 Penalty: 5246.959473
	Iteration 31Q: 3 clusters Score -4499690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -4499693.000000 Penalty: 5246.959473
	Iteration 32Q: 3 clusters Score -4499693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -4499693.500000 Penalty: 5246.959473
	Iteration 33Q: 3 clusters Score -4499694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -4499689.000000 Penalty: 5246.959473
	Iteration 34Q: 3 clusters Score -4499689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4499691.000000 Penalty: 5246.959473
	Iteration 35Q: 3 clusters Score -4499691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -4499690.000000 Penalty: 5246.959473
	Iteration 36Q: 3 clusters Score -4499690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4499684.500000 Penalty: 5246.959473
	Iteration 37Q: 3 clusters Score -4499684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -4499688.500000 Penalty: 5246.959473
	Iteration 38Q: 3 clusters Score -4499688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4499688.000000 Penalty: 5246.959473
	Iteration 39Q: 3 clusters Score -4499688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -4499695.000000 Penalty: 5246.959473
	Iteration 40F: 3 clusters Score -4499695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -4499697.000000 Penalty: 5246.959473
	Iteration 41Q: 3 clusters Score -4499697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -4499685.500000 Penalty: 5246.959473
	Iteration 42Q: 3 clusters Score -4499686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -4499696.000000 Penalty: 5246.959473
	Iteration 43Q: 3 clusters Score -4499696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -4499704.500000 Penalty: 5246.959473
	Iteration 44Q: 3 clusters Score -4499704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -4499700.500000 Penalty: 5246.959473
	Iteration 45Q: 3 clusters Score -4499700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -4499695.500000 Penalty: 5246.959473
	Iteration 46Q: 3 clusters Score -4499696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -4499691.500000 Penalty: 5246.959473
	Iteration 47Q: 3 clusters Score -4499692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -4499690.500000 Penalty: 5246.959473
	Iteration 48Q: 3 clusters Score -4499690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -4499689.500000 Penalty: 5246.959473
	Iteration 49Q: 3 clusters Score -4499690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -4499690.500000 Penalty: 5246.959473
	Iteration 50Q: 3 clusters Score -4499690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -4499690.500000 Penalty: 5246.959473
	Iteration 51Q: 3 clusters Score -4499690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4499690.000000 Penalty: 5246.959473
	Iteration 52Q: 3 clusters Score -4499690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -4499693.500000 Penalty: 5246.959473
	Iteration 53Q: 3 clusters Score -4499694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -4499693.000000 Penalty: 5246.959473
	Iteration 54Q: 3 clusters Score -4499693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -4499695.000000 Penalty: 5246.959473
	Iteration 55Q: 3 clusters Score -4499695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -4499692.500000 Penalty: 5246.959473
	Iteration 56Q: 3 clusters Score -4499692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -4499692.500000 Penalty: 5246.959473
	Iteration 57F: 3 clusters Score -4499692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 89730 members 
Mstep: Class 9 contains 349522 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 35779 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 83625 members 
Mstep: Class 17 contains 107278 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 13932 members 
Entering Unmasked Estep 
Score: -153783152.000000 Penalty: 90839.109375
Splitting cluster 7 changes total score from -153728128.000000 to -153783152.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (89730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Entering Unmasked Estep 
Score: -10979878.000000 Penalty: 2828.330811
	Iteration 0F: 2 clusters Score -1.097988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -10919881.000000 Penalty: 5656.661621
	Iteration 0F: 3 clusters Score -1.091988e+07 nChanged 42513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -10946007.000000 Penalty: 5656.661621
	Iteration 1F: 3 clusters Score -1.094601e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -10951275.000000 Penalty: 5656.661621
	Iteration 2F: 3 clusters Score -1.095128e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -10960165.000000 Penalty: 5656.661621
	Iteration 3F: 3 clusters Score -1.096016e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -10970140.000000 Penalty: 5656.661621
	Iteration 4F: 3 clusters Score -1.097014e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -10978756.000000 Penalty: 5656.661621
	Iteration 5F: 3 clusters Score -1.097876e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -10983983.000000 Penalty: 5656.661621
	Iteration 6F: 3 clusters Score -1.098398e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -10987272.000000 Penalty: 5656.661621
	Iteration 7F: 3 clusters Score -1.098727e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -10990120.000000 Penalty: 5656.661621
	Iteration 8Q: 3 clusters Score -1.099012e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -10992758.000000 Penalty: 5656.661621
	Iteration 9Q: 3 clusters Score -1.099276e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -10995225.000000 Penalty: 5656.661621
	Iteration 10Q: 3 clusters Score -1.099522e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -10997554.000000 Penalty: 5656.661621
	Iteration 11Q: 3 clusters Score -1.099755e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -10999294.000000 Penalty: 5656.661621
	Iteration 12Q: 3 clusters Score -1.099929e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -11000524.000000 Penalty: 5656.661621
	Iteration 13Q: 3 clusters Score -1.100052e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -11001329.000000 Penalty: 5656.661621
	Iteration 14Q: 3 clusters Score -1.100133e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -11002020.000000 Penalty: 5656.661621
	Iteration 15Q: 3 clusters Score -1.100202e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60627 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -11002392.000000 Penalty: 5656.661621
	Iteration 16Q: 3 clusters Score -1.100239e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -11002681.000000 Penalty: 5656.661621
	Iteration 17Q: 3 clusters Score -1.100268e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -11002939.000000 Penalty: 5656.661621
	Iteration 18Q: 3 clusters Score -1.100294e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -11003161.000000 Penalty: 5656.661621
	Iteration 19Q: 3 clusters Score -1.100316e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -11003359.000000 Penalty: 5656.661621
	Iteration 20F: 3 clusters Score -1.100336e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -11003556.000000 Penalty: 5656.661621
	Iteration 21Q: 3 clusters Score -1.100356e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -11003591.000000 Penalty: 5656.661621
	Iteration 22Q: 3 clusters Score -1.100359e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -11003749.000000 Penalty: 5656.661621
	Iteration 23Q: 3 clusters Score -1.100375e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -11003796.000000 Penalty: 5656.661621
	Iteration 24Q: 3 clusters Score -1.10038e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66497 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -11003848.000000 Penalty: 5656.661621
	Iteration 25Q: 3 clusters Score -1.100385e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -11003882.000000 Penalty: 5656.661621
	Iteration 26Q: 3 clusters Score -1.100388e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -11003908.000000 Penalty: 5656.661621
	Iteration 27Q: 3 clusters Score -1.100391e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -11003948.000000 Penalty: 5656.661621
	Iteration 28Q: 3 clusters Score -1.100395e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -11003953.000000 Penalty: 5656.661621
	Iteration 29Q: 3 clusters Score -1.100395e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67822 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -11003995.000000 Penalty: 5656.661621
	Iteration 30Q: 3 clusters Score -1.1004e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -11004019.000000 Penalty: 5656.661621
	Iteration 31Q: 3 clusters Score -1.100402e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -11004015.000000 Penalty: 5656.661621
	Iteration 32Q: 3 clusters Score -1.100402e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -11004061.000000 Penalty: 5656.661621
	Iteration 33Q: 3 clusters Score -1.100406e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -11004102.000000 Penalty: 5656.661621
	Iteration 34Q: 3 clusters Score -1.10041e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -11004108.000000 Penalty: 5656.661621
	Iteration 35Q: 3 clusters Score -1.100411e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -11004093.000000 Penalty: 5656.661621
	Iteration 36Q: 3 clusters Score -1.100409e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -11004089.000000 Penalty: 5656.661621
	Iteration 37Q: 3 clusters Score -1.100409e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -11004097.000000 Penalty: 5656.661621
	Iteration 38Q: 3 clusters Score -1.10041e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -11004105.000000 Penalty: 5656.661621
	Iteration 39Q: 3 clusters Score -1.10041e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -11004092.000000 Penalty: 5656.661621
	Iteration 40F: 3 clusters Score -1.100409e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -11004099.000000 Penalty: 5656.661621
	Iteration 41Q: 3 clusters Score -1.10041e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -11004100.000000 Penalty: 5656.661621
	Iteration 42Q: 3 clusters Score -1.10041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -11004108.000000 Penalty: 5656.661621
	Iteration 43Q: 3 clusters Score -1.100411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -11004121.000000 Penalty: 5656.661621
	Iteration 44Q: 3 clusters Score -1.100412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68981 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -11004109.000000 Penalty: 5656.661621
	Iteration 45Q: 3 clusters Score -1.100411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68997 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -11004110.000000 Penalty: 5656.661621
	Iteration 46Q: 3 clusters Score -1.100411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -11004099.000000 Penalty: 5656.661621
	Iteration 47Q: 3 clusters Score -1.10041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -11004105.000000 Penalty: 5656.661621
	Iteration 48Q: 3 clusters Score -1.10041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -11004099.000000 Penalty: 5656.661621
	Iteration 49Q: 3 clusters Score -1.10041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69053 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -11004097.000000 Penalty: 5656.661621
	Iteration 50Q: 3 clusters Score -1.10041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -11004097.000000 Penalty: 5656.661621
	Iteration 51Q: 3 clusters Score -1.10041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -11004100.000000 Penalty: 5656.661621
	Iteration 52Q: 3 clusters Score -1.10041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -11004106.000000 Penalty: 5656.661621
	Iteration 53Q: 3 clusters Score -1.100411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -11004103.000000 Penalty: 5656.661621
	Iteration 54Q: 3 clusters Score -1.10041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69090 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -11004106.000000 Penalty: 5656.661621
	Iteration 55Q: 3 clusters Score -1.100411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69090 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -11004106.000000 Penalty: 5656.661621
	Iteration 56F: 3 clusters Score -1.100411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 349522 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 35779 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 83625 members 
Mstep: Class 17 contains 107278 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 13932 members 
Mstep: Class 27 contains 20640 members 
Entering Unmasked Estep 
Score: -153807024.000000 Penalty: 94332.914062
Splitting cluster 8 changes total score from -153728128.000000 to -153807024.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (349522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349522 members 
Entering Unmasked Estep 
Score: -42180420.000000 Penalty: 3165.551758
	Iteration 0F: 2 clusters Score -4.218042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174593 members 
Mstep: Class 2 contains 174929 members 
Entering Unmasked Estep 
Score: -42069520.000000 Penalty: 6331.103516
	Iteration 0F: 3 clusters Score -4.206952e+07 nChanged 169715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170050 members 
Mstep: Class 2 contains 179472 members 
Entering Unmasked Estep 
Score: -42176252.000000 Penalty: 6331.103516
	Iteration 1F: 3 clusters Score -4.217625e+07 nChanged 17440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169130 members 
Mstep: Class 2 contains 180392 members 
Entering Unmasked Estep 
Score: -42189308.000000 Penalty: 6331.103516
	Iteration 2Q: 3 clusters Score -4.218931e+07 nChanged 24311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172125 members 
Mstep: Class 2 contains 177397 members 
Entering Unmasked Estep 
Score: -42211716.000000 Penalty: 6331.103516
	Iteration 3F: 3 clusters Score -4.221172e+07 nChanged 32301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181762 members 
Mstep: Class 2 contains 167760 members 
Entering Unmasked Estep 
Score: -42247076.000000 Penalty: 6331.103516
	Iteration 4F: 3 clusters Score -4.224708e+07 nChanged 35942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194678 members 
Mstep: Class 2 contains 154844 members 
Entering Unmasked Estep 
Score: -42282752.000000 Penalty: 6331.103516
	Iteration 5F: 3 clusters Score -4.228275e+07 nChanged 29076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203096 members 
Mstep: Class 2 contains 146426 members 
Entering Unmasked Estep 
Score: -42305540.000000 Penalty: 6331.103516
	Iteration 6F: 3 clusters Score -4.230554e+07 nChanged 18636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206582 members 
Mstep: Class 2 contains 142940 members 
Entering Unmasked Estep 
Score: -42317220.000000 Penalty: 6331.103516
	Iteration 7F: 3 clusters Score -4.231722e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208649 members 
Mstep: Class 2 contains 140873 members 
Entering Unmasked Estep 
Score: -42323264.000000 Penalty: 6331.103516
	Iteration 8Q: 3 clusters Score -4.232326e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210659 members 
Mstep: Class 2 contains 138863 members 
Entering Unmasked Estep 
Score: -42326884.000000 Penalty: 6331.103516
	Iteration 9Q: 3 clusters Score -4.232688e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212715 members 
Mstep: Class 2 contains 136807 members 
Entering Unmasked Estep 
Score: -42328904.000000 Penalty: 6331.103516
	Iteration 10Q: 3 clusters Score -4.23289e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214859 members 
Mstep: Class 2 contains 134663 members 
Entering Unmasked Estep 
Score: -42330280.000000 Penalty: 6331.103516
	Iteration 11Q: 3 clusters Score -4.233028e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217094 members 
Mstep: Class 2 contains 132428 members 
Entering Unmasked Estep 
Score: -42330696.000000 Penalty: 6331.103516
	Iteration 12Q: 3 clusters Score -4.23307e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219304 members 
Mstep: Class 2 contains 130218 members 
Entering Unmasked Estep 
Score: -42331160.000000 Penalty: 6331.103516
	Iteration 13Q: 3 clusters Score -4.233116e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221442 members 
Mstep: Class 2 contains 128080 members 
Entering Unmasked Estep 
Score: -42331392.000000 Penalty: 6331.103516
	Iteration 14Q: 3 clusters Score -4.233139e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223552 members 
Mstep: Class 2 contains 125970 members 
Entering Unmasked Estep 
Score: -42331152.000000 Penalty: 6331.103516
	Iteration 15Q: 3 clusters Score -4.233115e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225613 members 
Mstep: Class 2 contains 123909 members 
Entering Unmasked Estep 
Score: -42331232.000000 Penalty: 6331.103516
	Iteration 16Q: 3 clusters Score -4.233123e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227596 members 
Mstep: Class 2 contains 121926 members 
Entering Unmasked Estep 
Score: -42331116.000000 Penalty: 6331.103516
	Iteration 17Q: 3 clusters Score -4.233112e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229447 members 
Mstep: Class 2 contains 120075 members 
Entering Unmasked Estep 
Score: -42331212.000000 Penalty: 6331.103516
	Iteration 18Q: 3 clusters Score -4.233121e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231101 members 
Mstep: Class 2 contains 118421 members 
Entering Unmasked Estep 
Score: -42331148.000000 Penalty: 6331.103516
	Iteration 19Q: 3 clusters Score -4.233115e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232654 members 
Mstep: Class 2 contains 116868 members 
Entering Unmasked Estep 
Score: -42330764.000000 Penalty: 6331.103516
	Iteration 20F: 3 clusters Score -4.233076e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234050 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -42330660.000000 Penalty: 6331.103516
	Iteration 21Q: 3 clusters Score -4.233066e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235377 members 
Mstep: Class 2 contains 114145 members 
Entering Unmasked Estep 
Score: -42330440.000000 Penalty: 6331.103516
	Iteration 22Q: 3 clusters Score -4.233044e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236538 members 
Mstep: Class 2 contains 112984 members 
Entering Unmasked Estep 
Score: -42330400.000000 Penalty: 6331.103516
	Iteration 23Q: 3 clusters Score -4.23304e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237604 members 
Mstep: Class 2 contains 111918 members 
Entering Unmasked Estep 
Score: -42330292.000000 Penalty: 6331.103516
	Iteration 24Q: 3 clusters Score -4.233029e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238602 members 
Mstep: Class 2 contains 110920 members 
Entering Unmasked Estep 
Score: -42330200.000000 Penalty: 6331.103516
	Iteration 25Q: 3 clusters Score -4.23302e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239443 members 
Mstep: Class 2 contains 110079 members 
Entering Unmasked Estep 
Score: -42330068.000000 Penalty: 6331.103516
	Iteration 26Q: 3 clusters Score -4.233007e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240182 members 
Mstep: Class 2 contains 109340 members 
Entering Unmasked Estep 
Score: -42329784.000000 Penalty: 6331.103516
	Iteration 27Q: 3 clusters Score -4.232978e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240838 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -42329596.000000 Penalty: 6331.103516
	Iteration 28Q: 3 clusters Score -4.23296e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241406 members 
Mstep: Class 2 contains 108116 members 
Entering Unmasked Estep 
Score: -42329364.000000 Penalty: 6331.103516
	Iteration 29Q: 3 clusters Score -4.232936e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241898 members 
Mstep: Class 2 contains 107624 members 
Entering Unmasked Estep 
Score: -42329340.000000 Penalty: 6331.103516
	Iteration 30Q: 3 clusters Score -4.232934e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242349 members 
Mstep: Class 2 contains 107173 members 
Entering Unmasked Estep 
Score: -42329272.000000 Penalty: 6331.103516
	Iteration 31Q: 3 clusters Score -4.232927e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242752 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -42329232.000000 Penalty: 6331.103516
	Iteration 32Q: 3 clusters Score -4.232923e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243146 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
Score: -42329156.000000 Penalty: 6331.103516
	Iteration 33Q: 3 clusters Score -4.232916e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243489 members 
Mstep: Class 2 contains 106033 members 
Entering Unmasked Estep 
Score: -42329072.000000 Penalty: 6331.103516
	Iteration 34Q: 3 clusters Score -4.232907e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243786 members 
Mstep: Class 2 contains 105736 members 
Entering Unmasked Estep 
Score: -42328904.000000 Penalty: 6331.103516
	Iteration 35Q: 3 clusters Score -4.23289e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244046 members 
Mstep: Class 2 contains 105476 members 
Entering Unmasked Estep 
Score: -42328872.000000 Penalty: 6331.103516
	Iteration 36Q: 3 clusters Score -4.232887e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244286 members 
Mstep: Class 2 contains 105236 members 
Entering Unmasked Estep 
Score: -42328776.000000 Penalty: 6331.103516
	Iteration 37Q: 3 clusters Score -4.232878e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244491 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -42328696.000000 Penalty: 6331.103516
	Iteration 38Q: 3 clusters Score -4.23287e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244683 members 
Mstep: Class 2 contains 104839 members 
Entering Unmasked Estep 
Score: -42328708.000000 Penalty: 6331.103516
	Iteration 39Q: 3 clusters Score -4.232871e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244875 members 
Mstep: Class 2 contains 104647 members 
Entering Unmasked Estep 
Score: -42328616.000000 Penalty: 6331.103516
	Iteration 40F: 3 clusters Score -4.232862e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245053 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -42328548.000000 Penalty: 6331.103516
	Iteration 41Q: 3 clusters Score -4.232855e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245226 members 
Mstep: Class 2 contains 104296 members 
Entering Unmasked Estep 
Score: -42328488.000000 Penalty: 6331.103516
	Iteration 42Q: 3 clusters Score -4.232849e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245371 members 
Mstep: Class 2 contains 104151 members 
Entering Unmasked Estep 
Score: -42328416.000000 Penalty: 6331.103516
	Iteration 43Q: 3 clusters Score -4.232842e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245469 members 
Mstep: Class 2 contains 104053 members 
Entering Unmasked Estep 
Score: -42328384.000000 Penalty: 6331.103516
	Iteration 44Q: 3 clusters Score -4.232838e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245555 members 
Mstep: Class 2 contains 103967 members 
Entering Unmasked Estep 
Score: -42328380.000000 Penalty: 6331.103516
	Iteration 45Q: 3 clusters Score -4.232838e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245649 members 
Mstep: Class 2 contains 103873 members 
Entering Unmasked Estep 
Score: -42328368.000000 Penalty: 6331.103516
	Iteration 46Q: 3 clusters Score -4.232837e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245720 members 
Mstep: Class 2 contains 103802 members 
Entering Unmasked Estep 
Score: -42328368.000000 Penalty: 6331.103516
	Iteration 47Q: 3 clusters Score -4.232837e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245773 members 
Mstep: Class 2 contains 103749 members 
Entering Unmasked Estep 
Score: -42328364.000000 Penalty: 6331.103516
	Iteration 48Q: 3 clusters Score -4.232836e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245827 members 
Mstep: Class 2 contains 103695 members 
Entering Unmasked Estep 
Score: -42328364.000000 Penalty: 6331.103516
	Iteration 49Q: 3 clusters Score -4.232836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245872 members 
Mstep: Class 2 contains 103650 members 
Entering Unmasked Estep 
Score: -42328392.000000 Penalty: 6331.103516
	Iteration 50Q: 3 clusters Score -4.232839e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245920 members 
Mstep: Class 2 contains 103602 members 
Entering Unmasked Estep 
Score: -42328392.000000 Penalty: 6331.103516
	Iteration 51Q: 3 clusters Score -4.232839e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245957 members 
Mstep: Class 2 contains 103565 members 
Entering Unmasked Estep 
Score: -42328400.000000 Penalty: 6331.103516
	Iteration 52Q: 3 clusters Score -4.23284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245978 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -42328412.000000 Penalty: 6331.103516
	Iteration 53Q: 3 clusters Score -4.232841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246000 members 
Mstep: Class 2 contains 103522 members 
Entering Unmasked Estep 
Score: -42328396.000000 Penalty: 6331.103516
	Iteration 54Q: 3 clusters Score -4.23284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246025 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -42328404.000000 Penalty: 6331.103516
	Iteration 55Q: 3 clusters Score -4.23284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246046 members 
Mstep: Class 2 contains 103476 members 
Entering Unmasked Estep 
Score: -42328420.000000 Penalty: 6331.103516
	Iteration 56Q: 3 clusters Score -4.232842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246060 members 
Mstep: Class 2 contains 103462 members 
Entering Unmasked Estep 
Score: -42328412.000000 Penalty: 6331.103516
	Iteration 57Q: 3 clusters Score -4.232841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246079 members 
Mstep: Class 2 contains 103443 members 
Entering Unmasked Estep 
Score: -42328392.000000 Penalty: 6331.103516
	Iteration 58Q: 3 clusters Score -4.232839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246097 members 
Mstep: Class 2 contains 103425 members 
Entering Unmasked Estep 
Score: -42328396.000000 Penalty: 6331.103516
	Iteration 59Q: 3 clusters Score -4.23284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246116 members 
Mstep: Class 2 contains 103406 members 
Entering Unmasked Estep 
Score: -42328376.000000 Penalty: 6331.103516
	Iteration 60F: 3 clusters Score -4.232838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246123 members 
Mstep: Class 2 contains 103399 members 
Entering Unmasked Estep 
Score: -42328360.000000 Penalty: 6331.103516
	Iteration 61Q: 3 clusters Score -4.232836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246135 members 
Mstep: Class 2 contains 103387 members 
Entering Unmasked Estep 
Score: -42328376.000000 Penalty: 6331.103516
	Iteration 62Q: 3 clusters Score -4.232838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246146 members 
Mstep: Class 2 contains 103376 members 
Entering Unmasked Estep 
Score: -42328384.000000 Penalty: 6331.103516
	Iteration 63Q: 3 clusters Score -4.232838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246155 members 
Mstep: Class 2 contains 103367 members 
Entering Unmasked Estep 
Score: -42328388.000000 Penalty: 6331.103516
	Iteration 64Q: 3 clusters Score -4.232839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246169 members 
Mstep: Class 2 contains 103353 members 
Entering Unmasked Estep 
Score: -42328396.000000 Penalty: 6331.103516
	Iteration 65Q: 3 clusters Score -4.23284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246175 members 
Mstep: Class 2 contains 103347 members 
Entering Unmasked Estep 
Score: -42328384.000000 Penalty: 6331.103516
	Iteration 66Q: 3 clusters Score -4.232838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246180 members 
Mstep: Class 2 contains 103342 members 
Entering Unmasked Estep 
Score: -42328392.000000 Penalty: 6331.103516
	Iteration 67Q: 3 clusters Score -4.232839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246186 members 
Mstep: Class 2 contains 103336 members 
Entering Unmasked Estep 
Score: -42328412.000000 Penalty: 6331.103516
	Iteration 68Q: 3 clusters Score -4.232841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246188 members 
Mstep: Class 2 contains 103334 members 
Entering Unmasked Estep 
Score: -42328392.000000 Penalty: 6331.103516
	Iteration 69Q: 3 clusters Score -4.232839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246190 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -42328384.000000 Penalty: 6331.103516
	Iteration 70Q: 3 clusters Score -4.232838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246190 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -42328384.000000 Penalty: 6331.103516
	Iteration 71F: 3 clusters Score -4.232838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 246190 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 35779 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 83625 members 
Mstep: Class 17 contains 107278 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 13932 members 
Mstep: Class 27 contains 20640 members 
Mstep: Class 28 contains 103332 members 
Entering Unmasked Estep 
Score: -153968208.000000 Penalty: 97826.726562
Splitting cluster 9 changes total score from -153728128.000000 to -153968208.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (15913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Entering Unmasked Estep 
Score: -2488490.500000 Penalty: 2399.373047
	Iteration 0F: 2 clusters Score -2488490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2477297.750000 Penalty: 4798.746094
	Iteration 0F: 3 clusters Score -2477298 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2482975.750000 Penalty: 4798.746094
	Iteration 1F: 3 clusters Score -2482976 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2486275.750000 Penalty: 4798.746094
	Iteration 2F: 3 clusters Score -2486276 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2488889.500000 Penalty: 4798.746094
	Iteration 3F: 3 clusters Score -2488890 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2490570.000000 Penalty: 4798.746094
	Iteration 4F: 3 clusters Score -2490570 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2491517.500000 Penalty: 4798.746094
	Iteration 5F: 3 clusters Score -2491518 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2491908.750000 Penalty: 4798.746094
	Iteration 6Q: 3 clusters Score -2491909 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2492133.250000 Penalty: 4798.746094
	Iteration 7Q: 3 clusters Score -2492133 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2492275.500000 Penalty: 4798.746094
	Iteration 8Q: 3 clusters Score -2492276 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2492390.000000 Penalty: 4798.746094
	Iteration 9Q: 3 clusters Score -2492390 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2492466.250000 Penalty: 4798.746094
	Iteration 10Q: 3 clusters Score -2492466 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2492515.000000 Penalty: 4798.746094
	Iteration 11Q: 3 clusters Score -2492515 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2492567.500000 Penalty: 4798.746094
	Iteration 12Q: 3 clusters Score -2492568 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2492609.750000 Penalty: 4798.746094
	Iteration 13Q: 3 clusters Score -2492610 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2492648.750000 Penalty: 4798.746094
	Iteration 14Q: 3 clusters Score -2492649 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2492663.250000 Penalty: 4798.746094
	Iteration 15Q: 3 clusters Score -2492663 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2492688.250000 Penalty: 4798.746094
	Iteration 16Q: 3 clusters Score -2492688 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2492704.250000 Penalty: 4798.746094
	Iteration 17Q: 3 clusters Score -2492704 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2492709.000000 Penalty: 4798.746094
	Iteration 18Q: 3 clusters Score -2492709 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2492719.250000 Penalty: 4798.746094
	Iteration 19Q: 3 clusters Score -2492719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2492743.250000 Penalty: 4798.746094
	Iteration 20F: 3 clusters Score -2492743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2492745.250000 Penalty: 4798.746094
	Iteration 21Q: 3 clusters Score -2492745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2492754.500000 Penalty: 4798.746094
	Iteration 22Q: 3 clusters Score -2492754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2492747.750000 Penalty: 4798.746094
	Iteration 23Q: 3 clusters Score -2492748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2492755.250000 Penalty: 4798.746094
	Iteration 24Q: 3 clusters Score -2492755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2492757.000000 Penalty: 4798.746094
	Iteration 25Q: 3 clusters Score -2492757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2492754.000000 Penalty: 4798.746094
	Iteration 26Q: 3 clusters Score -2492754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2492763.000000 Penalty: 4798.746094
	Iteration 27Q: 3 clusters Score -2492763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2492769.000000 Penalty: 4798.746094
	Iteration 28Q: 3 clusters Score -2492769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2492765.250000 Penalty: 4798.746094
	Iteration 29Q: 3 clusters Score -2492765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2492774.250000 Penalty: 4798.746094
	Iteration 30Q: 3 clusters Score -2492774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2492775.000000 Penalty: 4798.746094
	Iteration 31Q: 3 clusters Score -2492775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2492765.250000 Penalty: 4798.746094
	Iteration 32Q: 3 clusters Score -2492765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2492772.000000 Penalty: 4798.746094
	Iteration 33Q: 3 clusters Score -2492772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2492780.000000 Penalty: 4798.746094
	Iteration 34Q: 3 clusters Score -2492780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2492776.000000 Penalty: 4798.746094
	Iteration 35Q: 3 clusters Score -2492776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2492764.500000 Penalty: 4798.746094
	Iteration 36Q: 3 clusters Score -2492764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2492774.000000 Penalty: 4798.746094
	Iteration 37Q: 3 clusters Score -2492774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2492773.250000 Penalty: 4798.746094
	Iteration 38Q: 3 clusters Score -2492773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2492769.000000 Penalty: 4798.746094
	Iteration 39Q: 3 clusters Score -2492769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2492777.000000 Penalty: 4798.746094
	Iteration 40F: 3 clusters Score -2492777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2492785.750000 Penalty: 4798.746094
	Iteration 41Q: 3 clusters Score -2492786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2492774.000000 Penalty: 4798.746094
	Iteration 42Q: 3 clusters Score -2492774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2492786.000000 Penalty: 4798.746094
	Iteration 43Q: 3 clusters Score -2492786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2492769.500000 Penalty: 4798.746094
	Iteration 44Q: 3 clusters Score -2492770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2492774.750000 Penalty: 4798.746094
	Iteration 45Q: 3 clusters Score -2492775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2492775.250000 Penalty: 4798.746094
	Iteration 46Q: 3 clusters Score -2492775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2492777.000000 Penalty: 4798.746094
	Iteration 47Q: 3 clusters Score -2492777 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2492776 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2492779 nChanged 14
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Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2492790 nChanged 7
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Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2492770 nChanged 13
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Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2492776 nChanged 9
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Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2492771 nChanged 6
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	Iteration 54Q: 3 clusters Score -2492778 nChanged 11
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2492776 nChanged 17
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2492776 nChanged 9
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2492777 nChanged 10
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2492772 nChanged 8
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2492780 nChanged 15
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2492780 nChanged 8
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2492782 nChanged 18
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	Iteration 62Q: 3 clusters Score -2492779 nChanged 12
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2492780 nChanged 11
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2492772 nChanged 6
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	Iteration 65Q: 3 clusters Score -2492771 nChanged 15
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	Iteration 67Q: 3 clusters Score -2492786 nChanged 11
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	Iteration 69Q: 3 clusters Score -2492776 nChanged 8
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	Iteration 72Q: 3 clusters Score -2492784 nChanged 10
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2492779 nChanged 10
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	Iteration 103Q: 3 clusters Score -2492770 nChanged 8
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	Iteration 106Q: 3 clusters Score -2492779 nChanged 8
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	Iteration 116Q: 3 clusters Score -2492782 nChanged 3
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	Iteration 119Q: 3 clusters Score -2492783 nChanged 8
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	Iteration 133Q: 3 clusters Score -2492771 nChanged 11
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	Iteration 140F: 3 clusters Score -2492774 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2492764 nChanged 12
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	Iteration 142Q: 3 clusters Score -2492768 nChanged 5
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	Iteration 143Q: 3 clusters Score -2492775 nChanged 8
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	Iteration 144Q: 3 clusters Score -2492769 nChanged 8
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2492776 nChanged 7
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2492789 nChanged 7
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	Iteration 147Q: 3 clusters Score -2492768 nChanged 7
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2492788 nChanged 9
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2492777 nChanged 10
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	Iteration 150Q: 3 clusters Score -2492779 nChanged 10
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	Iteration 151Q: 3 clusters Score -2492778 nChanged 8
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	Iteration 152Q: 3 clusters Score -2492782 nChanged 10
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	Iteration 153Q: 3 clusters Score -2492781 nChanged 4
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	Iteration 154Q: 3 clusters Score -2492778 nChanged 10
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	Iteration 155Q: 3 clusters Score -2492779 nChanged 8
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2492777 nChanged 3
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2492785 nChanged 8
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	Iteration 158Q: 3 clusters Score -2492764 nChanged 14
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	Iteration 159Q: 3 clusters Score -2492784 nChanged 7
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	Iteration 160F: 3 clusters Score -2492782 nChanged 5
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	Iteration 161Q: 3 clusters Score -2492782 nChanged 8
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	Iteration 162Q: 3 clusters Score -2492775 nChanged 9
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	Iteration 163Q: 3 clusters Score -2492779 nChanged 10
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	Iteration 164Q: 3 clusters Score -2492778 nChanged 10
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	Iteration 165Q: 3 clusters Score -2492771 nChanged 10
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	Iteration 166Q: 3 clusters Score -2492770 nChanged 5
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	Iteration 168Q: 3 clusters Score -2492768 nChanged 7
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	Iteration 169Q: 3 clusters Score -2492775 nChanged 9
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	Iteration 171Q: 3 clusters Score -2492778 nChanged 2
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	Iteration 172Q: 3 clusters Score -2492769 nChanged 4
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	Iteration 173Q: 3 clusters Score -2492779 nChanged 5
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	Iteration 174Q: 3 clusters Score -2492780 nChanged 6
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	Iteration 175Q: 3 clusters Score -2492775 nChanged 5
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	Iteration 176Q: 3 clusters Score -2492786 nChanged 6
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	Iteration 177Q: 3 clusters Score -2492778 nChanged 10
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	Iteration 178Q: 3 clusters Score -2492781 nChanged 5
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	Iteration 179Q: 3 clusters Score -2492780 nChanged 2
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	Iteration 180F: 3 clusters Score -2492781 nChanged 7
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	Iteration 181Q: 3 clusters Score -2492792 nChanged 8
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	Iteration 182Q: 3 clusters Score -2492779 nChanged 2
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	Iteration 183Q: 3 clusters Score -2492779 nChanged 8
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	Iteration 184Q: 3 clusters Score -2492772 nChanged 7
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	Iteration 185Q: 3 clusters Score -2492774 nChanged 6
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	Iteration 186Q: 3 clusters Score -2492785 nChanged 4
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	Iteration 187Q: 3 clusters Score -2492769 nChanged 4
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	Iteration 188Q: 3 clusters Score -2492776 nChanged 10
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	Iteration 189Q: 3 clusters Score -2492781 nChanged 11
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	Iteration 190Q: 3 clusters Score -2492775 nChanged 5
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	Iteration 191Q: 3 clusters Score -2492770 nChanged 14
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	Iteration 192Q: 3 clusters Score -2492773 nChanged 12
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	Iteration 193Q: 3 clusters Score -2492781 nChanged 10
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	Iteration 194Q: 3 clusters Score -2492784 nChanged 6
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	Iteration 195Q: 3 clusters Score -2492778 nChanged 7
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	Iteration 196Q: 3 clusters Score -2492775 nChanged 3
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	Iteration 197Q: 3 clusters Score -2492786 nChanged 6
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	Iteration 198Q: 3 clusters Score -2492787 nChanged 3
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	Iteration 199Q: 3 clusters Score -2492785 nChanged 6
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	Iteration 200F: 3 clusters Score -2492776 nChanged 2
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	Iteration 201Q: 3 clusters Score -2492766 nChanged 5
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	Iteration 202Q: 3 clusters Score -2492786 nChanged 7
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	Iteration 203Q: 3 clusters Score -2492766 nChanged 7
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	Iteration 204Q: 3 clusters Score -2492772 nChanged 3
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	Iteration 205Q: 3 clusters Score -2492782 nChanged 10
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	Iteration 207Q: 3 clusters Score -2492778 nChanged 7
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	Iteration 208Q: 3 clusters Score -2492768 nChanged 13
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	Iteration 211Q: 3 clusters Score -2492771 nChanged 7
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	Iteration 213Q: 3 clusters Score -2492779 nChanged 12
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	Iteration 214Q: 3 clusters Score -2492785 nChanged 8
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	Iteration 215Q: 3 clusters Score -2492770 nChanged 12
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	Iteration 216Q: 3 clusters Score -2492765 nChanged 14
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	Iteration 220F: 3 clusters Score -2492764 nChanged 9
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	Iteration 223Q: 3 clusters Score -2492770 nChanged 8
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	Iteration 225Q: 3 clusters Score -2492780 nChanged 10
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	Iteration 227Q: 3 clusters Score -2492771 nChanged 9
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	Iteration 232Q: 3 clusters Score -2492776 nChanged 4
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	Iteration 237Q: 3 clusters Score -2492780 nChanged 4
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	Iteration 238Q: 3 clusters Score -2492786 nChanged 4
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	Iteration 239Q: 3 clusters Score -2492780 nChanged 3
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	Iteration 240F: 3 clusters Score -2492780 nChanged 3
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	Iteration 241Q: 3 clusters Score -2492772 nChanged 6
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	Iteration 246Q: 3 clusters Score -2492773 nChanged 5
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	Iteration 247Q: 3 clusters Score -2492779 nChanged 6
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	Iteration 248Q: 3 clusters Score -2492770 nChanged 9
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	Iteration 280F: 3 clusters Score -2492783 nChanged 10
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	Iteration 281Q: 3 clusters Score -2492779 nChanged 7
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	Iteration 426Q: 3 clusters Score -2492778 nChanged 5
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	Iteration 427Q: 3 clusters Score -2492763 nChanged 5
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	Iteration 428Q: 3 clusters Score -2492775 nChanged 6
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	Iteration 429Q: 3 clusters Score -2492780 nChanged 8
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	Iteration 430Q: 3 clusters Score -2492784 nChanged 7
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	Iteration 432Q: 3 clusters Score -2492774 nChanged 6
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	Iteration 433Q: 3 clusters Score -2492781 nChanged 12
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	Iteration 434Q: 3 clusters Score -2492775 nChanged 3
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	Iteration 436Q: 3 clusters Score -2492776 nChanged 10
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	Iteration 438Q: 3 clusters Score -2492779 nChanged 8
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	Iteration 439Q: 3 clusters Score -2492771 nChanged 11
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	Iteration 440F: 3 clusters Score -2492778 nChanged 9
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	Iteration 451Q: 3 clusters Score -2492782 nChanged 4
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	Iteration 453Q: 3 clusters Score -2492780 nChanged 10
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	Iteration 455Q: 3 clusters Score -2492764 nChanged 7
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	Iteration 456Q: 3 clusters Score -2492768 nChanged 7
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	Iteration 457Q: 3 clusters Score -2492773 nChanged 12
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	Iteration 458Q: 3 clusters Score -2492779 nChanged 8
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	Iteration 459Q: 3 clusters Score -2492770 nChanged 6
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	Iteration 460F: 3 clusters Score -2492778 nChanged 6
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	Iteration 461Q: 3 clusters Score -2492784 nChanged 10
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	Iteration 462Q: 3 clusters Score -2492778 nChanged 9
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	Iteration 463Q: 3 clusters Score -2492789 nChanged 13
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	Iteration 465Q: 3 clusters Score -2492781 nChanged 3
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	Iteration 466Q: 3 clusters Score -2492780 nChanged 6
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	Iteration 467Q: 3 clusters Score -2492774 nChanged 9
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	Iteration 468Q: 3 clusters Score -2492778 nChanged 8
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	Iteration 469Q: 3 clusters Score -2492774 nChanged 10
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	Iteration 470Q: 3 clusters Score -2492777 nChanged 11
Entering Unmasked Mstep 
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	Iteration 471Q: 3 clusters Score -2492777 nChanged 8
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	Iteration 472Q: 3 clusters Score -2492766 nChanged 9
Entering Unmasked Mstep 
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	Iteration 473Q: 3 clusters Score -2492766 nChanged 10
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	Iteration 474Q: 3 clusters Score -2492782 nChanged 3
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	Iteration 475Q: 3 clusters Score -2492779 nChanged 4
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	Iteration 476Q: 3 clusters Score -2492776 nChanged 5
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	Iteration 478Q: 3 clusters Score -2492782 nChanged 4
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	Iteration 479Q: 3 clusters Score -2492775 nChanged 6
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	Iteration 480F: 3 clusters Score -2492776 nChanged 3
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	Iteration 481Q: 3 clusters Score -2492770 nChanged 5
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	Iteration 482Q: 3 clusters Score -2492766 nChanged 7
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	Iteration 483Q: 3 clusters Score -2492778 nChanged 12
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	Iteration 484Q: 3 clusters Score -2492769 nChanged 9
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	Iteration 485Q: 3 clusters Score -2492776 nChanged 10
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	Iteration 487Q: 3 clusters Score -2492774 nChanged 13
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	Iteration 489Q: 3 clusters Score -2492778 nChanged 13
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	Iteration 490Q: 3 clusters Score -2492780 nChanged 7
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	Iteration 491Q: 3 clusters Score -2492780 nChanged 9
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	Iteration 492Q: 3 clusters Score -2492781 nChanged 7
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	Iteration 493Q: 3 clusters Score -2492781 nChanged 3
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	Iteration 494Q: 3 clusters Score -2492776 nChanged 8
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	Iteration 495Q: 3 clusters Score -2492770 nChanged 6
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	Iteration 499Q: 3 clusters Score -2492770 nChanged 7
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	Iteration 500F: 3 clusters Score -2492770 nChanged 10
Maximum iterations exceeded
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
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Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 69090 members 
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Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 35779 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 83625 members 
Mstep: Class 17 contains 107278 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 13932 members 
Mstep: Class 27 contains 20640 members 
Mstep: Class 28 contains 103332 members 
Mstep: Class 29 contains 4460 members 
Entering Unmasked Estep 
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Splitting cluster 10 changes total score from -153728128.000000 to -153972016.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (5241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -464573.7 nChanged 0
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	Iteration 2F: 3 clusters Score -468721.5 nChanged 839
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -480771.187500 Penalty: 4247.876465
	Iteration 5Q: 3 clusters Score -480771.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -480853.906250 Penalty: 4247.876465
	Iteration 6Q: 3 clusters Score -480853.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -480857.562500 Penalty: 4247.876465
	Iteration 7Q: 3 clusters Score -480857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -480856.500000 Penalty: 4247.876465
	Iteration 8Q: 3 clusters Score -480856.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -480857.375000 Penalty: 4247.876465
	Iteration 9Q: 3 clusters Score -480857.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -480857.375000 Penalty: 4247.876465
	Iteration 10F: 3 clusters Score -480857.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 246190 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 35779 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 83625 members 
Mstep: Class 17 contains 107278 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 13932 members 
Mstep: Class 27 contains 20640 members 
Mstep: Class 28 contains 103332 members 
Mstep: Class 29 contains 4460 members 
Mstep: Class 30 contains 3779 members 
Entering Unmasked Estep 
Score: -153987712.000000 Penalty: 104814.351562
Splitting cluster 11 changes total score from -153728128.000000 to -153987712.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (23764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Entering Unmasked Estep 
Score: -2755627.000000 Penalty: 2498.829834
	Iteration 0F: 2 clusters Score -2755627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2738992.500000 Penalty: 4997.659668
	Iteration 0F: 3 clusters Score -2738992 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2745472.250000 Penalty: 4997.659668
	Iteration 1F: 3 clusters Score -2745472 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2747899.750000 Penalty: 4997.659668
	Iteration 2F: 3 clusters Score -2747900 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2751530.250000 Penalty: 4997.659668
	Iteration 3F: 3 clusters Score -2751530 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2755202.250000 Penalty: 4997.659668
	Iteration 4F: 3 clusters Score -2755202 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2758339.500000 Penalty: 4997.659668
	Iteration 5F: 3 clusters Score -2758340 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2761586.500000 Penalty: 4997.659668
	Iteration 6F: 3 clusters Score -2761586 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2767253.500000 Penalty: 4997.659668
	Iteration 7F: 3 clusters Score -2767254 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2771651.750000 Penalty: 4997.659668
	Iteration 8F: 3 clusters Score -2771652 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2775105.000000 Penalty: 4997.659668
	Iteration 9Q: 3 clusters Score -2775105 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2777003.500000 Penalty: 4997.659668
	Iteration 10Q: 3 clusters Score -2777004 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2779385.250000 Penalty: 4997.659668
	Iteration 11Q: 3 clusters Score -2779385 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2782037.250000 Penalty: 4997.659668
	Iteration 12Q: 3 clusters Score -2782037 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2786161.250000 Penalty: 4997.659668
	Iteration 13Q: 3 clusters Score -2786161 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2788957.000000 Penalty: 4997.659668
	Iteration 14Q: 3 clusters Score -2788957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2788973.750000 Penalty: 4997.659668
	Iteration 15Q: 3 clusters Score -2788974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2788972.250000 Penalty: 4997.659668
	Iteration 16Q: 3 clusters Score -2788972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2788975.250000 Penalty: 4997.659668
	Iteration 17Q: 3 clusters Score -2788975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2788975.250000 Penalty: 4997.659668
	Iteration 18F: 3 clusters Score -2788975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 246190 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 9197 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 35779 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 83625 members 
Mstep: Class 17 contains 107278 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 13932 members 
Mstep: Class 27 contains 20640 members 
Mstep: Class 28 contains 103332 members 
Mstep: Class 29 contains 4460 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 14567 members 
Entering Unmasked Estep 
Score: -154020848.000000 Penalty: 108308.164062
Splitting cluster 12 changes total score from -153728128.000000 to -154020848.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (35779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Entering Unmasked Estep 
Score: -4310395.000000 Penalty: 2600.308838
	Iteration 0F: 2 clusters Score -4310395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4286135.500000 Penalty: 5200.617676
	Iteration 0F: 3 clusters Score -4286136 nChanged 16296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -4295300.000000 Penalty: 5200.617676
	Iteration 1F: 3 clusters Score -4295300 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4296403.000000 Penalty: 5200.617676
	Iteration 2F: 3 clusters Score -4296403 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -4297928.500000 Penalty: 5200.617676
	Iteration 3F: 3 clusters Score -4297928 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4299716.500000 Penalty: 5200.617676
	Iteration 4F: 3 clusters Score -4299716 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4301724.000000 Penalty: 5200.617676
	Iteration 5F: 3 clusters Score -4301724 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -4303858.000000 Penalty: 5200.617676
	Iteration 6F: 3 clusters Score -4303858 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -4305697.500000 Penalty: 5200.617676
	Iteration 7F: 3 clusters Score -4305698 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -4306915.000000 Penalty: 5200.617676
	Iteration 8F: 3 clusters Score -4306915 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4307674.000000 Penalty: 5200.617676
	Iteration 9Q: 3 clusters Score -4307674 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -4308170.500000 Penalty: 5200.617676
	Iteration 10Q: 3 clusters Score -4308170 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -4308450.000000 Penalty: 5200.617676
	Iteration 11Q: 3 clusters Score -4308450 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -4308634.000000 Penalty: 5200.617676
	Iteration 12Q: 3 clusters Score -4308634 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -4308746.500000 Penalty: 5200.617676
	Iteration 13Q: 3 clusters Score -4308746 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -4308830.500000 Penalty: 5200.617676
	Iteration 14Q: 3 clusters Score -4308830 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -4308903.500000 Penalty: 5200.617676
	Iteration 15Q: 3 clusters Score -4308904 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -4308983.000000 Penalty: 5200.617676
	Iteration 16Q: 3 clusters Score -4308983 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -4309052.500000 Penalty: 5200.617676
	Iteration 17Q: 3 clusters Score -4309052 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -4309115.500000 Penalty: 5200.617676
	Iteration 18Q: 3 clusters Score -4309116 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -4309137.000000 Penalty: 5200.617676
	Iteration 19Q: 3 clusters Score -4309137 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -4309176.000000 Penalty: 5200.617676
	Iteration 20F: 3 clusters Score -4309176 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -4309197.500000 Penalty: 5200.617676
	Iteration 21Q: 3 clusters Score -4309198 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -4309213.500000 Penalty: 5200.617676
	Iteration 22Q: 3 clusters Score -4309214 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -4309243.000000 Penalty: 5200.617676
	Iteration 23Q: 3 clusters Score -4309243 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -4309290.000000 Penalty: 5200.617676
	Iteration 24Q: 3 clusters Score -4309290 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -4309330.000000 Penalty: 5200.617676
	Iteration 25Q: 3 clusters Score -4309330 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4309353.500000 Penalty: 5200.617676
	Iteration 26Q: 3 clusters Score -4309354 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -4309383.000000 Penalty: 5200.617676
	Iteration 27Q: 3 clusters Score -4309383 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -4309413.000000 Penalty: 5200.617676
	Iteration 28Q: 3 clusters Score -4309413 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4309427.000000 Penalty: 5200.617676
	Iteration 29Q: 3 clusters Score -4309427 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -4309456.000000 Penalty: 5200.617676
	Iteration 30Q: 3 clusters Score -4309456 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -4309473.500000 Penalty: 5200.617676
	Iteration 31Q: 3 clusters Score -4309474 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -4309529.000000 Penalty: 5200.617676
	Iteration 32Q: 3 clusters Score -4309529 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -4309548.000000 Penalty: 5200.617676
	Iteration 33Q: 3 clusters Score -4309548 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -4309582.000000 Penalty: 5200.617676
	Iteration 34Q: 3 clusters Score -4309582 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -4309630.000000 Penalty: 5200.617676
	Iteration 35Q: 3 clusters Score -4309630 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4309687.500000 Penalty: 5200.617676
	Iteration 36Q: 3 clusters Score -4309688 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -4309776.000000 Penalty: 5200.617676
	Iteration 37Q: 3 clusters Score -4309776 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -4309892.000000 Penalty: 5200.617676
	Iteration 38Q: 3 clusters Score -4309892 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -4310017.500000 Penalty: 5200.617676
	Iteration 39Q: 3 clusters Score -4310018 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -4310186.500000 Penalty: 5200.617676
	Iteration 40F: 3 clusters Score -4310186 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4310372.500000 Penalty: 5200.617676
	Iteration 41Q: 3 clusters Score -4310372 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4310490.500000 Penalty: 5200.617676
	Iteration 42Q: 3 clusters Score -4310490 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4310549.500000 Penalty: 5200.617676
	Iteration 43Q: 3 clusters Score -4310550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4310583.000000 Penalty: 5200.617676
	Iteration 44Q: 3 clusters Score -4310583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4310590.000000 Penalty: 5200.617676
	Iteration 45Q: 3 clusters Score -4310590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4310597.000000 Penalty: 5200.617676
	Iteration 46Q: 3 clusters Score -4310597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4310613.000000 Penalty: 5200.617676
	Iteration 47Q: 3 clusters Score -4310613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4310622.000000 Penalty: 5200.617676
	Iteration 48Q: 3 clusters Score -4310622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4310628.500000 Penalty: 5200.617676
	Iteration 49Q: 3 clusters Score -4310628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4310633.500000 Penalty: 5200.617676
	Iteration 50Q: 3 clusters Score -4310634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4310624.000000 Penalty: 5200.617676
	Iteration 51Q: 3 clusters Score -4310624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4310628.000000 Penalty: 5200.617676
	Iteration 52Q: 3 clusters Score -4310628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4310628.000000 Penalty: 5200.617676
	Iteration 53Q: 3 clusters Score -4310628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4310627.500000 Penalty: 5200.617676
	Iteration 54Q: 3 clusters Score -4310628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4310631.000000 Penalty: 5200.617676
	Iteration 55Q: 3 clusters Score -4310631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4310632.000000 Penalty: 5200.617676
	Iteration 56Q: 3 clusters Score -4310632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4310629.500000 Penalty: 5200.617676
	Iteration 57Q: 3 clusters Score -4310630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4310630.000000 Penalty: 5200.617676
	Iteration 58Q: 3 clusters Score -4310630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4310631.000000 Penalty: 5200.617676
	Iteration 59Q: 3 clusters Score -4310631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4310633.500000 Penalty: 5200.617676
	Iteration 60F: 3 clusters Score -4310634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 246190 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 9197 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 83625 members 
Mstep: Class 17 contains 107278 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 13932 members 
Mstep: Class 27 contains 20640 members 
Mstep: Class 28 contains 103332 members 
Mstep: Class 29 contains 4460 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 14567 members 
Mstep: Class 32 contains 2835 members 
Entering Unmasked Estep 
Score: -154019888.000000 Penalty: 111801.976562
Splitting cluster 14 changes total score from -153728128.000000 to -154019888.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -398866.218750 Penalty: 1963.006348
	Iteration 0F: 2 clusters Score -398866.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -396069.687500 Penalty: 3926.012695
	Iteration 0F: 3 clusters Score -396069.7 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -398889.718750 Penalty: 3926.012695
	Iteration 1F: 3 clusters Score -398889.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -400914.500000 Penalty: 3926.012695
	Iteration 2F: 3 clusters Score -400914.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -402110.656250 Penalty: 3926.012695
	Iteration 3F: 3 clusters Score -402110.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -403197.312500 Penalty: 3926.012695
	Iteration 4F: 3 clusters Score -403197.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -403564.156250 Penalty: 3926.012695
	Iteration 5F: 3 clusters Score -403564.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -403700.718750 Penalty: 3926.012695
	Iteration 6Q: 3 clusters Score -403700.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -403709.000000 Penalty: 3926.012695
	Iteration 7Q: 3 clusters Score -403709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -403741.343750 Penalty: 3926.012695
	Iteration 8Q: 3 clusters Score -403741.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -403736.531250 Penalty: 3926.012695
	Iteration 9Q: 3 clusters Score -403736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -403747.968750 Penalty: 3926.012695
	Iteration 10Q: 3 clusters Score -403748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -403705.500000 Penalty: 3926.012695
	Iteration 11Q: 3 clusters Score -403705.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -403753.843750 Penalty: 3926.012695
	Iteration 12Q: 3 clusters Score -403753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -403761.156250 Penalty: 3926.012695
	Iteration 13Q: 3 clusters Score -403761.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -403737.312500 Penalty: 3926.012695
	Iteration 14Q: 3 clusters Score -403737.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -403732.343750 Penalty: 3926.012695
	Iteration 15Q: 3 clusters Score -403732.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -403762.468750 Penalty: 3926.012695
	Iteration 16Q: 3 clusters Score -403762.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -403752.875000 Penalty: 3926.012695
	Iteration 17Q: 3 clusters Score -403752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -403759.875000 Penalty: 3926.012695
	Iteration 18Q: 3 clusters Score -403759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -403747.156250 Penalty: 3926.012695
	Iteration 19Q: 3 clusters Score -403747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -403747.156250 Penalty: 3926.012695
	Iteration 20F: 3 clusters Score -403747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 246190 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 9197 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 83625 members 
Mstep: Class 17 contains 107278 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 13932 members 
Mstep: Class 27 contains 20640 members 
Mstep: Class 28 contains 103332 members 
Mstep: Class 29 contains 4460 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 14567 members 
Mstep: Class 32 contains 2835 members 
Mstep: Class 33 contains 1350 members 
Entering Unmasked Estep 
Score: -154023344.000000 Penalty: 115295.789062
Splitting cluster 15 changes total score from -153728128.000000 to -154023344.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (83625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83625 members 
Entering Unmasked Estep 
Score: -9278712.000000 Penalty: 2810.856201
	Iteration 0F: 2 clusters Score -9278712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -9222724.000000 Penalty: 5621.712402
	Iteration 0F: 3 clusters Score -9222724 nChanged 39478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -9246247.000000 Penalty: 5621.712402
	Iteration 1F: 3 clusters Score -9246247 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -9248660.000000 Penalty: 5621.712402
	Iteration 2F: 3 clusters Score -9248660 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -9251736.000000 Penalty: 5621.712402
	Iteration 3F: 3 clusters Score -9251736 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -9255556.000000 Penalty: 5621.712402
	Iteration 4F: 3 clusters Score -9255556 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -9259941.000000 Penalty: 5621.712402
	Iteration 5F: 3 clusters Score -9259941 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -9263976.000000 Penalty: 5621.712402
	Iteration 6F: 3 clusters Score -9263976 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -9267146.000000 Penalty: 5621.712402
	Iteration 7F: 3 clusters Score -9267146 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -9269240.000000 Penalty: 5621.712402
	Iteration 8Q: 3 clusters Score -9269240 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -9270522.000000 Penalty: 5621.712402
	Iteration 9Q: 3 clusters Score -9270522 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -9271307.000000 Penalty: 5621.712402
	Iteration 10Q: 3 clusters Score -9271307 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -9271900.000000 Penalty: 5621.712402
	Iteration 11Q: 3 clusters Score -9271900 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -9272430.000000 Penalty: 5621.712402
	Iteration 12Q: 3 clusters Score -9272430 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -9272802.000000 Penalty: 5621.712402
	Iteration 13Q: 3 clusters Score -9272802 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64229 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -9273213.000000 Penalty: 5621.712402
	Iteration 14Q: 3 clusters Score -9273213 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -9273641.000000 Penalty: 5621.712402
	Iteration 15Q: 3 clusters Score -9273641 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -9274039.000000 Penalty: 5621.712402
	Iteration 16Q: 3 clusters Score -9274039 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -9274362.000000 Penalty: 5621.712402
	Iteration 17Q: 3 clusters Score -9274362 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -9274718.000000 Penalty: 5621.712402
	Iteration 18Q: 3 clusters Score -9274718 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -9275141.000000 Penalty: 5621.712402
	Iteration 19Q: 3 clusters Score -9275141 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69030 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -9275572.000000 Penalty: 5621.712402
	Iteration 20F: 3 clusters Score -9275572 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -9276007.000000 Penalty: 5621.712402
	Iteration 21Q: 3 clusters Score -9276007 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -9276409.000000 Penalty: 5621.712402
	Iteration 22Q: 3 clusters Score -9276409 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71662 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -9276790.000000 Penalty: 5621.712402
	Iteration 23Q: 3 clusters Score -9276790 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -9277219.000000 Penalty: 5621.712402
	Iteration 24Q: 3 clusters Score -9277219 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -9277624.000000 Penalty: 5621.712402
	Iteration 25Q: 3 clusters Score -9277624 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -9278033.000000 Penalty: 5621.712402
	Iteration 26Q: 3 clusters Score -9278033 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -9278326.000000 Penalty: 5621.712402
	Iteration 27Q: 3 clusters Score -9278326 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -9278603.000000 Penalty: 5621.712402
	Iteration 28Q: 3 clusters Score -9278603 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -9278789.000000 Penalty: 5621.712402
	Iteration 29Q: 3 clusters Score -9278789 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -9278945.000000 Penalty: 5621.712402
	Iteration 30Q: 3 clusters Score -9278945 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76965 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -9279063.000000 Penalty: 5621.712402
	Iteration 31Q: 3 clusters Score -9279063 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -9279189.000000 Penalty: 5621.712402
	Iteration 32Q: 3 clusters Score -9279189 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -9279270.000000 Penalty: 5621.712402
	Iteration 33Q: 3 clusters Score -9279270 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77910 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -9279355.000000 Penalty: 5621.712402
	Iteration 34Q: 3 clusters Score -9279355 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -9279481.000000 Penalty: 5621.712402
	Iteration 35Q: 3 clusters Score -9279481 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -9279538.000000 Penalty: 5621.712402
	Iteration 36Q: 3 clusters Score -9279538 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78587 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -9279557.000000 Penalty: 5621.712402
	Iteration 37Q: 3 clusters Score -9279557 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -9279605.000000 Penalty: 5621.712402
	Iteration 38Q: 3 clusters Score -9279605 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78963 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -9279647.000000 Penalty: 5621.712402
	Iteration 39Q: 3 clusters Score -9279647 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79097 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -9279718.000000 Penalty: 5621.712402
	Iteration 40F: 3 clusters Score -9279718 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -9279814.000000 Penalty: 5621.712402
	Iteration 41Q: 3 clusters Score -9279814 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79220 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -9279889.000000 Penalty: 5621.712402
	Iteration 42Q: 3 clusters Score -9279889 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79265 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -9280000.000000 Penalty: 5621.712402
	Iteration 43Q: 3 clusters Score -9280000 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79310 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -9280101.000000 Penalty: 5621.712402
	Iteration 44Q: 3 clusters Score -9280101 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -9280189.000000 Penalty: 5621.712402
	Iteration 45Q: 3 clusters Score -9280189 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -9280273.000000 Penalty: 5621.712402
	Iteration 46Q: 3 clusters Score -9280273 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -9280346.000000 Penalty: 5621.712402
	Iteration 47Q: 3 clusters Score -9280346 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -9280402.000000 Penalty: 5621.712402
	Iteration 48Q: 3 clusters Score -9280402 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -9280454.000000 Penalty: 5621.712402
	Iteration 49Q: 3 clusters Score -9280454 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -9280471.000000 Penalty: 5621.712402
	Iteration 50Q: 3 clusters Score -9280471 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -9280525.000000 Penalty: 5621.712402
	Iteration 51Q: 3 clusters Score -9280525 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -9280567.000000 Penalty: 5621.712402
	Iteration 52Q: 3 clusters Score -9280567 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -9280586.000000 Penalty: 5621.712402
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Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79651 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9280721 nChanged 47
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Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9280728 nChanged 42
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Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9280864 nChanged 117
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9281091 nChanged 187
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Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9281234 nChanged 164
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9281323 nChanged 134
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Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9281366 nChanged 119
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9281404 nChanged 104
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Mstep: Class 1 contains 79010 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9281440 nChanged 67
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Mstep: Class 1 contains 78997 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9281462 nChanged 59
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Mstep: Class 1 contains 78988 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9281489 nChanged 39
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Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9281483 nChanged 31
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Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9281468 nChanged 30
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9281467 nChanged 35
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Mstep: Class 1 contains 78985 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9281458 nChanged 33
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Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9281447 nChanged 30
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Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9281461 nChanged 35
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Mstep: Class 1 contains 78951 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9281462 nChanged 25
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Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9281472 nChanged 34
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9281467 nChanged 30
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9281484 nChanged 42
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	Iteration 85Q: 3 clusters Score -9281497 nChanged 35
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	Iteration 86Q: 3 clusters Score -9281499 nChanged 38
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9281511 nChanged 15
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9281511 nChanged 27
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9281532 nChanged 26
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9281522 nChanged 25
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9281543 nChanged 21
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9281527 nChanged 23
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9281552 nChanged 26
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9281554 nChanged 30
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9281557 nChanged 15
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	Iteration 103Q: 3 clusters Score -9281557 nChanged 16
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	Iteration 104Q: 3 clusters Score -9281559 nChanged 13
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9281546 nChanged 13
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	Iteration 106Q: 3 clusters Score -9281546 nChanged 10
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9281552 nChanged 13
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9281564 nChanged 17
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9281563 nChanged 20
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	Iteration 110Q: 3 clusters Score -9281563 nChanged 24
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9281565 nChanged 23
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Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9281567 nChanged 28
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	Iteration 113Q: 3 clusters Score -9281561 nChanged 37
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	Iteration 114Q: 3 clusters Score -9281562 nChanged 34
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	Iteration 115Q: 3 clusters Score -9281573 nChanged 35
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9281594 nChanged 35
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	Iteration 117Q: 3 clusters Score -9281594 nChanged 29
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9281598 nChanged 28
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	Iteration 119Q: 3 clusters Score -9281581 nChanged 25
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	Iteration 120F: 3 clusters Score -9281606 nChanged 25
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	Iteration 121Q: 3 clusters Score -9281624 nChanged 25
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	Iteration 122Q: 3 clusters Score -9281628 nChanged 29
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	Iteration 123Q: 3 clusters Score -9281619 nChanged 37
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	Iteration 124Q: 3 clusters Score -9281618 nChanged 35
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	Iteration 125Q: 3 clusters Score -9281624 nChanged 31
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	Iteration 126Q: 3 clusters Score -9281632 nChanged 25
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	Iteration 127Q: 3 clusters Score -9281639 nChanged 25
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	Iteration 128Q: 3 clusters Score -9281635 nChanged 17
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	Iteration 129Q: 3 clusters Score -9281635 nChanged 16
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	Iteration 130Q: 3 clusters Score -9281641 nChanged 15
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	Iteration 131Q: 3 clusters Score -9281658 nChanged 16
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	Iteration 132Q: 3 clusters Score -9281653 nChanged 15
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	Iteration 133Q: 3 clusters Score -9281663 nChanged 12
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	Iteration 134Q: 3 clusters Score -9281665 nChanged 15
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	Iteration 135Q: 3 clusters Score -9281663 nChanged 16
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	Iteration 136Q: 3 clusters Score -9281657 nChanged 17
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	Iteration 137Q: 3 clusters Score -9281669 nChanged 16
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	Iteration 138Q: 3 clusters Score -9281678 nChanged 15
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	Iteration 139Q: 3 clusters Score -9281687 nChanged 19
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	Iteration 140F: 3 clusters Score -9281690 nChanged 20
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	Iteration 141Q: 3 clusters Score -9281681 nChanged 24
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	Iteration 142Q: 3 clusters Score -9281676 nChanged 30
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9281682 nChanged 34
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	Iteration 144Q: 3 clusters Score -9281707 nChanged 29
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	Iteration 145Q: 3 clusters Score -9281712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -9281700.000000 Penalty: 5621.712402
	Iteration 146Q: 3 clusters Score -9281700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -9281707.000000 Penalty: 5621.712402
	Iteration 147Q: 3 clusters Score -9281707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -9281698.000000 Penalty: 5621.712402
	Iteration 148Q: 3 clusters Score -9281698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -9281693.000000 Penalty: 5621.712402
	Iteration 149Q: 3 clusters Score -9281693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -9281711.000000 Penalty: 5621.712402
	Iteration 150Q: 3 clusters Score -9281711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -9281714.000000 Penalty: 5621.712402
	Iteration 151Q: 3 clusters Score -9281714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -9281725.000000 Penalty: 5621.712402
	Iteration 152Q: 3 clusters Score -9281725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78194 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -9281717.000000 Penalty: 5621.712402
	Iteration 153Q: 3 clusters Score -9281717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -9281712.000000 Penalty: 5621.712402
	Iteration 154Q: 3 clusters Score -9281712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -9281724.000000 Penalty: 5621.712402
	Iteration 155Q: 3 clusters Score -9281724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78177 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -9281726.000000 Penalty: 5621.712402
	Iteration 156Q: 3 clusters Score -9281726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -9281718.000000 Penalty: 5621.712402
	Iteration 157Q: 3 clusters Score -9281718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -9281713.000000 Penalty: 5621.712402
	Iteration 158Q: 3 clusters Score -9281713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -9281706.000000 Penalty: 5621.712402
	Iteration 159Q: 3 clusters Score -9281706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -9281712.000000 Penalty: 5621.712402
	Iteration 160F: 3 clusters Score -9281712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -9281710.000000 Penalty: 5621.712402
	Iteration 161Q: 3 clusters Score -9281710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78160 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -9281704.000000 Penalty: 5621.712402
	Iteration 162Q: 3 clusters Score -9281704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -9281707.000000 Penalty: 5621.712402
	Iteration 163Q: 3 clusters Score -9281707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -9281705.000000 Penalty: 5621.712402
	Iteration 164Q: 3 clusters Score -9281705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78153 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -9281704.000000 Penalty: 5621.712402
	Iteration 165Q: 3 clusters Score -9281704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -9281712.000000 Penalty: 5621.712402
	Iteration 166Q: 3 clusters Score -9281712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -9281717.000000 Penalty: 5621.712402
	Iteration 167Q: 3 clusters Score -9281717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -9281716.000000 Penalty: 5621.712402
	Iteration 168Q: 3 clusters Score -9281716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -9281721.000000 Penalty: 5621.712402
	Iteration 169Q: 3 clusters Score -9281721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -9281722.000000 Penalty: 5621.712402
	Iteration 170Q: 3 clusters Score -9281722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78112 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -9281714.000000 Penalty: 5621.712402
	Iteration 171Q: 3 clusters Score -9281714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78106 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -9281707.000000 Penalty: 5621.712402
	Iteration 172Q: 3 clusters Score -9281707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -9281711.000000 Penalty: 5621.712402
	Iteration 173Q: 3 clusters Score -9281711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78089 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -9281708.000000 Penalty: 5621.712402
	Iteration 174Q: 3 clusters Score -9281708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -9281715.000000 Penalty: 5621.712402
	Iteration 175Q: 3 clusters Score -9281715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -9281715.000000 Penalty: 5621.712402
	Iteration 176Q: 3 clusters Score -9281715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -9281707.000000 Penalty: 5621.712402
	Iteration 177Q: 3 clusters Score -9281707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78078 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -9281712.000000 Penalty: 5621.712402
	Iteration 178Q: 3 clusters Score -9281712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78078 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -9281708.000000 Penalty: 5621.712402
	Iteration 179Q: 3 clusters Score -9281708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -9281722.000000 Penalty: 5621.712402
	Iteration 180F: 3 clusters Score -9281722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -9281721.000000 Penalty: 5621.712402
	Iteration 181Q: 3 clusters Score -9281721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -9281716.000000 Penalty: 5621.712402
	Iteration 182Q: 3 clusters Score -9281716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78065 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -9281698.000000 Penalty: 5621.712402
	Iteration 183Q: 3 clusters Score -9281698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78065 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -9281698.000000 Penalty: 5621.712402
	Iteration 184F: 3 clusters Score -9281698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 246190 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 9197 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 78065 members 
Mstep: Class 17 contains 107278 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 13932 members 
Mstep: Class 27 contains 20640 members 
Mstep: Class 28 contains 103332 members 
Mstep: Class 29 contains 4460 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 14567 members 
Mstep: Class 32 contains 2835 members 
Mstep: Class 33 contains 1350 members 
Mstep: Class 34 contains 5560 members 
Entering Unmasked Estep 
Score: -154024656.000000 Penalty: 118789.601562
Splitting cluster 16 changes total score from -153728128.000000 to -154024656.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 17 (107278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107278 members 
Entering Unmasked Estep 
Score: -12722915.000000 Penalty: 2872.628174
	Iteration 0F: 2 clusters Score -1.272292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -12651779.000000 Penalty: 5745.256348
	Iteration 0F: 3 clusters Score -1.265178e+07 nChanged 50510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -12682716.000000 Penalty: 5745.256348
	Iteration 1F: 3 clusters Score -1.268272e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -12687968.000000 Penalty: 5745.256348
	Iteration 2F: 3 clusters Score -1.268797e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -12696641.000000 Penalty: 5745.256348
	Iteration 3F: 3 clusters Score -1.269664e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -12705263.000000 Penalty: 5745.256348
	Iteration 4F: 3 clusters Score -1.270526e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -12712185.000000 Penalty: 5745.256348
	Iteration 5F: 3 clusters Score -1.271218e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -12716894.000000 Penalty: 5745.256348
	Iteration 6F: 3 clusters Score -1.271689e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -12719977.000000 Penalty: 5745.256348
	Iteration 7F: 3 clusters Score -1.271998e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -12722054.000000 Penalty: 5745.256348
	Iteration 8Q: 3 clusters Score -1.272205e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -12723663.000000 Penalty: 5745.256348
	Iteration 9Q: 3 clusters Score -1.272366e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -12724984.000000 Penalty: 5745.256348
	Iteration 10Q: 3 clusters Score -1.272498e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -12726310.000000 Penalty: 5745.256348
	Iteration 11Q: 3 clusters Score -1.272631e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -12727568.000000 Penalty: 5745.256348
	Iteration 12Q: 3 clusters Score -1.272757e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -12728726.000000 Penalty: 5745.256348
	Iteration 13Q: 3 clusters Score -1.272873e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 70963 members 
Entering Unmasked Estep 
Score: -12729887.000000 Penalty: 5745.256348
	Iteration 14Q: 3 clusters Score -1.272989e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 73534 members 
Entering Unmasked Estep 
Score: -12731073.000000 Penalty: 5745.256348
	Iteration 15Q: 3 clusters Score -1.273107e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 76147 members 
Entering Unmasked Estep 
Score: -12732308.000000 Penalty: 5745.256348
	Iteration 16Q: 3 clusters Score -1.273231e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -12734016.000000 Penalty: 5745.256348
	Iteration 17Q: 3 clusters Score -1.273402e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 81574 members 
Entering Unmasked Estep 
Score: -12736124.000000 Penalty: 5745.256348
	Iteration 18Q: 3 clusters Score -1.273612e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 84124 members 
Entering Unmasked Estep 
Score: -12739182.000000 Penalty: 5745.256348
	Iteration 19Q: 3 clusters Score -1.273918e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 86117 members 
Entering Unmasked Estep 
Score: -12743571.000000 Penalty: 5745.256348
	Iteration 20F: 3 clusters Score -1.274357e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -12746867.000000 Penalty: 5745.256348
	Iteration 21Q: 3 clusters Score -1.274687e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -12747482.000000 Penalty: 5745.256348
	Iteration 22Q: 3 clusters Score -1.274748e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -12747719.000000 Penalty: 5745.256348
	Iteration 23Q: 3 clusters Score -1.274772e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 88041 members 
Entering Unmasked Estep 
Score: -12747743.000000 Penalty: 5745.256348
	Iteration 24Q: 3 clusters Score -1.274774e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -12747774.000000 Penalty: 5745.256348
	Iteration 25Q: 3 clusters Score -1.274777e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 88215 members 
Entering Unmasked Estep 
Score: -12747789.000000 Penalty: 5745.256348
	Iteration 26Q: 3 clusters Score -1.274779e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 88273 members 
Entering Unmasked Estep 
Score: -12747823.000000 Penalty: 5745.256348
	Iteration 27Q: 3 clusters Score -1.274782e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 88326 members 
Entering Unmasked Estep 
Score: -12747866.000000 Penalty: 5745.256348
	Iteration 28Q: 3 clusters Score -1.274787e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -12747883.000000 Penalty: 5745.256348
	Iteration 29Q: 3 clusters Score -1.274788e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 88356 members 
Entering Unmasked Estep 
Score: -12747860.000000 Penalty: 5745.256348
	Iteration 30Q: 3 clusters Score -1.274786e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -12747876.000000 Penalty: 5745.256348
	Iteration 31Q: 3 clusters Score -1.274788e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -12747870.000000 Penalty: 5745.256348
	Iteration 32Q: 3 clusters Score -1.274787e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 88284 members 
Entering Unmasked Estep 
Score: -12747859.000000 Penalty: 5745.256348
	Iteration 33Q: 3 clusters Score -1.274786e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 88250 members 
Entering Unmasked Estep 
Score: -12747863.000000 Penalty: 5745.256348
	Iteration 34Q: 3 clusters Score -1.274786e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -12747903.000000 Penalty: 5745.256348
	Iteration 35Q: 3 clusters Score -1.27479e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 88201 members 
Entering Unmasked Estep 
Score: -12747891.000000 Penalty: 5745.256348
	Iteration 36Q: 3 clusters Score -1.274789e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -12747901.000000 Penalty: 5745.256348
	Iteration 37Q: 3 clusters Score -1.27479e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -12747931.000000 Penalty: 5745.256348
	Iteration 38Q: 3 clusters Score -1.274793e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 88080 members 
Entering Unmasked Estep 
Score: -12747932.000000 Penalty: 5745.256348
	Iteration 39Q: 3 clusters Score -1.274793e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -12747928.000000 Penalty: 5745.256348
	Iteration 40F: 3 clusters Score -1.274793e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -12747921.000000 Penalty: 5745.256348
	Iteration 41Q: 3 clusters Score -1.274792e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -12747919.000000 Penalty: 5745.256348
	Iteration 42Q: 3 clusters Score -1.274792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 87995 members 
Entering Unmasked Estep 
Score: -12747921.000000 Penalty: 5745.256348
	Iteration 43Q: 3 clusters Score -1.274792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -12747931.000000 Penalty: 5745.256348
	Iteration 44Q: 3 clusters Score -1.274793e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 87958 members 
Entering Unmasked Estep 
Score: -12747920.000000 Penalty: 5745.256348
	Iteration 45Q: 3 clusters Score -1.274792e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -12747926.000000 Penalty: 5745.256348
	Iteration 46Q: 3 clusters Score -1.274793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 87928 members 
Entering Unmasked Estep 
Score: -12747931.000000 Penalty: 5745.256348
	Iteration 47Q: 3 clusters Score -1.274793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -12747923.000000 Penalty: 5745.256348
	Iteration 48Q: 3 clusters Score -1.274792e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 87894 members 
Entering Unmasked Estep 
Score: -12747907.000000 Penalty: 5745.256348
	Iteration 49Q: 3 clusters Score -1.274791e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -12747909.000000 Penalty: 5745.256348
	Iteration 50Q: 3 clusters Score -1.274791e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 87856 members 
Entering Unmasked Estep 
Score: -12747923.000000 Penalty: 5745.256348
	Iteration 51Q: 3 clusters Score -1.274792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 87838 members 
Entering Unmasked Estep 
Score: -12747928.000000 Penalty: 5745.256348
	Iteration 52Q: 3 clusters Score -1.274793e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 87819 members 
Entering Unmasked Estep 
Score: -12747942.000000 Penalty: 5745.256348
	Iteration 53Q: 3 clusters Score -1.274794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 87792 members 
Entering Unmasked Estep 
Score: -12747948.000000 Penalty: 5745.256348
	Iteration 54Q: 3 clusters Score -1.274795e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -12747952.000000 Penalty: 5745.256348
	Iteration 55Q: 3 clusters Score -1.274795e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 87718 members 
Entering Unmasked Estep 
Score: -12747942.000000 Penalty: 5745.256348
	Iteration 56Q: 3 clusters Score -1.274794e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 87668 members 
Entering Unmasked Estep 
Score: -12747922.000000 Penalty: 5745.256348
	Iteration 57Q: 3 clusters Score -1.274792e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -12747920.000000 Penalty: 5745.256348
	Iteration 58Q: 3 clusters Score -1.274792e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 87569 members 
Entering Unmasked Estep 
Score: -12747936.000000 Penalty: 5745.256348
	Iteration 59Q: 3 clusters Score -1.274794e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -12747962.000000 Penalty: 5745.256348
	Iteration 60F: 3 clusters Score -1.274796e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -12747946.000000 Penalty: 5745.256348
	Iteration 61Q: 3 clusters Score -1.274795e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 87402 members 
Entering Unmasked Estep 
Score: -12747952.000000 Penalty: 5745.256348
	Iteration 62Q: 3 clusters Score -1.274795e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 87333 members 
Entering Unmasked Estep 
Score: -12747945.000000 Penalty: 5745.256348
	Iteration 63Q: 3 clusters Score -1.274794e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -12747943.000000 Penalty: 5745.256348
	Iteration 64Q: 3 clusters Score -1.274794e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -12747957.000000 Penalty: 5745.256348
	Iteration 65Q: 3 clusters Score -1.274796e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -12747985.000000 Penalty: 5745.256348
	Iteration 66Q: 3 clusters Score -1.274798e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 87096 members 
Entering Unmasked Estep 
Score: -12747969.000000 Penalty: 5745.256348
	Iteration 67Q: 3 clusters Score -1.274797e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 87028 members 
Entering Unmasked Estep 
Score: -12747985.000000 Penalty: 5745.256348
	Iteration 68Q: 3 clusters Score -1.274798e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 86946 members 
Entering Unmasked Estep 
Score: -12747970.000000 Penalty: 5745.256348
	Iteration 69Q: 3 clusters Score -1.274797e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 86853 members 
Entering Unmasked Estep 
Score: -12747984.000000 Penalty: 5745.256348
	Iteration 70Q: 3 clusters Score -1.274798e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -12747973.000000 Penalty: 5745.256348
	Iteration 71Q: 3 clusters Score -1.274797e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -12748000.000000 Penalty: 5745.256348
	Iteration 72Q: 3 clusters Score -1.2748e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -12748017.000000 Penalty: 5745.256348
	Iteration 73Q: 3 clusters Score -1.274802e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 86513 members 
Entering Unmasked Estep 
Score: -12748044.000000 Penalty: 5745.256348
	Iteration 74Q: 3 clusters Score -1.274804e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -12748049.000000 Penalty: 5745.256348
	Iteration 75Q: 3 clusters Score -1.274805e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -12748048.000000 Penalty: 5745.256348
	Iteration 76Q: 3 clusters Score -1.274805e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 86228 members 
Entering Unmasked Estep 
Score: -12748059.000000 Penalty: 5745.256348
	Iteration 77Q: 3 clusters Score -1.274806e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 86143 members 
Entering Unmasked Estep 
Score: -12748037.000000 Penalty: 5745.256348
	Iteration 78Q: 3 clusters Score -1.274804e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 86058 members 
Entering Unmasked Estep 
Score: -12748032.000000 Penalty: 5745.256348
	Iteration 79Q: 3 clusters Score -1.274803e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -12748026.000000 Penalty: 5745.256348
	Iteration 80F: 3 clusters Score -1.274803e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 85887 members 
Entering Unmasked Estep 
Score: -12748032.000000 Penalty: 5745.256348
	Iteration 81Q: 3 clusters Score -1.274803e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 85802 members 
Entering Unmasked Estep 
Score: -12748030.000000 Penalty: 5745.256348
	Iteration 82Q: 3 clusters Score -1.274803e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 85713 members 
Entering Unmasked Estep 
Score: -12748040.000000 Penalty: 5745.256348
	Iteration 83Q: 3 clusters Score -1.274804e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -12748053.000000 Penalty: 5745.256348
	Iteration 84Q: 3 clusters Score -1.274805e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 85519 members 
Entering Unmasked Estep 
Score: -12748060.000000 Penalty: 5745.256348
	Iteration 85Q: 3 clusters Score -1.274806e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 85428 members 
Entering Unmasked Estep 
Score: -12748050.000000 Penalty: 5745.256348
	Iteration 86Q: 3 clusters Score -1.274805e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 85339 members 
Entering Unmasked Estep 
Score: -12748047.000000 Penalty: 5745.256348
	Iteration 87Q: 3 clusters Score -1.274805e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 85233 members 
Entering Unmasked Estep 
Score: -12748026.000000 Penalty: 5745.256348
	Iteration 88Q: 3 clusters Score -1.274803e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -12748030.000000 Penalty: 5745.256348
	Iteration 89Q: 3 clusters Score -1.274803e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 85041 members 
Entering Unmasked Estep 
Score: -12748043.000000 Penalty: 5745.256348
	Iteration 90Q: 3 clusters Score -1.274804e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
Score: -12748044.000000 Penalty: 5745.256348
	Iteration 91Q: 3 clusters Score -1.274804e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
Score: -12748047.000000 Penalty: 5745.256348
	Iteration 92Q: 3 clusters Score -1.274805e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
Score: -12748027.000000 Penalty: 5745.256348
	Iteration 93Q: 3 clusters Score -1.274803e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
Score: -12748045.000000 Penalty: 5745.256348
	Iteration 94Q: 3 clusters Score -1.274804e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -12748023.000000 Penalty: 5745.256348
	Iteration 95Q: 3 clusters Score -1.274802e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 84513 members 
Entering Unmasked Estep 
Score: -12748047.000000 Penalty: 5745.256348
	Iteration 96Q: 3 clusters Score -1.274805e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -12748054.000000 Penalty: 5745.256348
	Iteration 97Q: 3 clusters Score -1.274805e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -12748049.000000 Penalty: 5745.256348
	Iteration 98Q: 3 clusters Score -1.274805e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -12748038.000000 Penalty: 5745.256348
	Iteration 99Q: 3 clusters Score -1.274804e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -12748060.000000 Penalty: 5745.256348
	Iteration 100F: 3 clusters Score -1.274806e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -12748058.000000 Penalty: 5745.256348
	Iteration 101Q: 3 clusters Score -1.274806e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 83827 members 
Entering Unmasked Estep 
Score: -12748066.000000 Penalty: 5745.256348
	Iteration 102Q: 3 clusters Score -1.274807e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -12748088.000000 Penalty: 5745.256348
	Iteration 103Q: 3 clusters Score -1.274809e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 83463 members 
Entering Unmasked Estep 
Score: -12748117.000000 Penalty: 5745.256348
	Iteration 104Q: 3 clusters Score -1.274812e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -12748202.000000 Penalty: 5745.256348
	Iteration 105Q: 3 clusters Score -1.27482e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -12748310.000000 Penalty: 5745.256348
	Iteration 106Q: 3 clusters Score -1.274831e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 82610 members 
Entering Unmasked Estep 
Score: -12748518.000000 Penalty: 5745.256348
	Iteration 107Q: 3 clusters Score -1.274852e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -12748805.000000 Penalty: 5745.256348
	Iteration 108Q: 3 clusters Score -1.27488e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -12749247.000000 Penalty: 5745.256348
	Iteration 109Q: 3 clusters Score -1.274925e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -12749740.000000 Penalty: 5745.256348
	Iteration 110Q: 3 clusters Score -1.274974e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 80090 members 
Entering Unmasked Estep 
Score: -12750338.000000 Penalty: 5745.256348
	Iteration 111Q: 3 clusters Score -1.275034e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -12751063.000000 Penalty: 5745.256348
	Iteration 112Q: 3 clusters Score -1.275106e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -12751857.000000 Penalty: 5745.256348
	Iteration 113Q: 3 clusters Score -1.275186e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -12752388.000000 Penalty: 5745.256348
	Iteration 114Q: 3 clusters Score -1.275239e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -12752874.000000 Penalty: 5745.256348
	Iteration 115Q: 3 clusters Score -1.275287e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 74964 members 
Entering Unmasked Estep 
Score: -12753263.000000 Penalty: 5745.256348
	Iteration 116Q: 3 clusters Score -1.275326e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -12753539.000000 Penalty: 5745.256348
	Iteration 117Q: 3 clusters Score -1.275354e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 73226 members 
Entering Unmasked Estep 
Score: -12753759.000000 Penalty: 5745.256348
	Iteration 118Q: 3 clusters Score -1.275376e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 72519 members 
Entering Unmasked Estep 
Score: -12753853.000000 Penalty: 5745.256348
	Iteration 119Q: 3 clusters Score -1.275385e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -12754019.000000 Penalty: 5745.256348
	Iteration 120F: 3 clusters Score -1.275402e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -12754192.000000 Penalty: 5745.256348
	Iteration 121Q: 3 clusters Score -1.275419e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -12754312.000000 Penalty: 5745.256348
	Iteration 122Q: 3 clusters Score -1.275431e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 70262 members 
Entering Unmasked Estep 
Score: -12754403.000000 Penalty: 5745.256348
	Iteration 123Q: 3 clusters Score -1.27544e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -12754456.000000 Penalty: 5745.256348
	Iteration 124Q: 3 clusters Score -1.275446e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -12754477.000000 Penalty: 5745.256348
	Iteration 125Q: 3 clusters Score -1.275448e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -12754509.000000 Penalty: 5745.256348
	Iteration 126Q: 3 clusters Score -1.275451e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -12754547.000000 Penalty: 5745.256348
	Iteration 127Q: 3 clusters Score -1.275455e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -12754539.000000 Penalty: 5745.256348
	Iteration 128Q: 3 clusters Score -1.275454e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -12754569.000000 Penalty: 5745.256348
	Iteration 129Q: 3 clusters Score -1.275457e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -12754592.000000 Penalty: 5745.256348
	Iteration 130Q: 3 clusters Score -1.275459e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -12754611.000000 Penalty: 5745.256348
	Iteration 131Q: 3 clusters Score -1.275461e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -12754628.000000 Penalty: 5745.256348
	Iteration 132Q: 3 clusters Score -1.275463e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -12754644.000000 Penalty: 5745.256348
	Iteration 133Q: 3 clusters Score -1.275464e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -12754655.000000 Penalty: 5745.256348
	Iteration 134Q: 3 clusters Score -1.275466e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -12754655.000000 Penalty: 5745.256348
	Iteration 135Q: 3 clusters Score -1.275466e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -12754644.000000 Penalty: 5745.256348
	Iteration 136Q: 3 clusters Score -1.275464e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -12754644.000000 Penalty: 5745.256348
	Iteration 137Q: 3 clusters Score -1.275464e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 67369 members 
Entering Unmasked Estep 
Score: -12754646.000000 Penalty: 5745.256348
	Iteration 138Q: 3 clusters Score -1.275465e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
Score: -12754653.000000 Penalty: 5745.256348
	Iteration 139Q: 3 clusters Score -1.275465e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 67254 members 
Entering Unmasked Estep 
Score: -12754647.000000 Penalty: 5745.256348
	Iteration 140F: 3 clusters Score -1.275465e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -12754658.000000 Penalty: 5745.256348
	Iteration 141Q: 3 clusters Score -1.275466e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 67190 members 
Entering Unmasked Estep 
Score: -12754663.000000 Penalty: 5745.256348
	Iteration 142Q: 3 clusters Score -1.275466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -12754667.000000 Penalty: 5745.256348
	Iteration 143Q: 3 clusters Score -1.275467e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -12754674.000000 Penalty: 5745.256348
	Iteration 144Q: 3 clusters Score -1.275467e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -12754678.000000 Penalty: 5745.256348
	Iteration 145Q: 3 clusters Score -1.275468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
Score: -12754675.000000 Penalty: 5745.256348
	Iteration 146Q: 3 clusters Score -1.275468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -12754671.000000 Penalty: 5745.256348
	Iteration 147Q: 3 clusters Score -1.275467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -12754669.000000 Penalty: 5745.256348
	Iteration 148Q: 3 clusters Score -1.275467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 67099 members 
Entering Unmasked Estep 
Score: -12754673.000000 Penalty: 5745.256348
	Iteration 149Q: 3 clusters Score -1.275467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 67089 members 
Entering Unmasked Estep 
Score: -12754678.000000 Penalty: 5745.256348
	Iteration 150Q: 3 clusters Score -1.275468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -12754675.000000 Penalty: 5745.256348
	Iteration 151Q: 3 clusters Score -1.275468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -12754674.000000 Penalty: 5745.256348
	Iteration 152Q: 3 clusters Score -1.275467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 67067 members 
Entering Unmasked Estep 
Score: -12754677.000000 Penalty: 5745.256348
	Iteration 153Q: 3 clusters Score -1.275468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 67064 members 
Entering Unmasked Estep 
Score: -12754674.000000 Penalty: 5745.256348
	Iteration 154Q: 3 clusters Score -1.275467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 67061 members 
Entering Unmasked Estep 
Score: -12754660.000000 Penalty: 5745.256348
	Iteration 155Q: 3 clusters Score -1.275466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -12754666.000000 Penalty: 5745.256348
	Iteration 156Q: 3 clusters Score -1.275467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -12754662.000000 Penalty: 5745.256348
	Iteration 157Q: 3 clusters Score -1.275466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -12754670.000000 Penalty: 5745.256348
	Iteration 158Q: 3 clusters Score -1.275467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -12754665.000000 Penalty: 5745.256348
	Iteration 159Q: 3 clusters Score -1.275466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 67043 members 
Entering Unmasked Estep 
Score: -12754659.000000 Penalty: 5745.256348
	Iteration 160F: 3 clusters Score -1.275466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -12754662.000000 Penalty: 5745.256348
	Iteration 161Q: 3 clusters Score -1.275466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -12754663.000000 Penalty: 5745.256348
	Iteration 162Q: 3 clusters Score -1.275466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -12754663.000000 Penalty: 5745.256348
	Iteration 163F: 3 clusters Score -1.275466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 246190 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 9197 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 78065 members 
Mstep: Class 17 contains 40238 members 
Mstep: Class 18 contains 289090 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 13932 members 
Mstep: Class 27 contains 20640 members 
Mstep: Class 28 contains 103332 members 
Mstep: Class 29 contains 4460 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 14567 members 
Mstep: Class 32 contains 2835 members 
Mstep: Class 33 contains 1350 members 
Mstep: Class 34 contains 5560 members 
Mstep: Class 35 contains 67040 members 
Entering Unmasked Estep 
Score: -154057936.000000 Penalty: 122283.414062
Splitting cluster 17 changes total score from -153728128.000000 to -154057936.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (289090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289090 members 
Entering Unmasked Estep 
Score: -34810368.000000 Penalty: 3118.474365
	Iteration 0F: 2 clusters Score -3.481037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144717 members 
Mstep: Class 2 contains 144373 members 
Entering Unmasked Estep 
Score: -34682544.000000 Penalty: 6236.948730
	Iteration 0F: 3 clusters Score -3.468254e+07 nChanged 140294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146299 members 
Mstep: Class 2 contains 142791 members 
Entering Unmasked Estep 
Score: -34766808.000000 Penalty: 6236.948730
	Iteration 1F: 3 clusters Score -3.476681e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146621 members 
Mstep: Class 2 contains 142469 members 
Entering Unmasked Estep 
Score: -34770232.000000 Penalty: 6236.948730
	Iteration 2Q: 3 clusters Score -3.477023e+07 nChanged 12190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147285 members 
Mstep: Class 2 contains 141805 members 
Entering Unmasked Estep 
Score: -34775528.000000 Penalty: 6236.948730
	Iteration 3Q: 3 clusters Score -3.477553e+07 nChanged 15569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148816 members 
Mstep: Class 2 contains 140274 members 
Entering Unmasked Estep 
Score: -34784116.000000 Penalty: 6236.948730
	Iteration 4F: 3 clusters Score -3.478412e+07 nChanged 19082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151912 members 
Mstep: Class 2 contains 137178 members 
Entering Unmasked Estep 
Score: -34798524.000000 Penalty: 6236.948730
	Iteration 5F: 3 clusters Score -3.479852e+07 nChanged 21484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156804 members 
Mstep: Class 2 contains 132286 members 
Entering Unmasked Estep 
Score: -34815388.000000 Penalty: 6236.948730
	Iteration 6F: 3 clusters Score -3.481539e+07 nChanged 21379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162343 members 
Mstep: Class 2 contains 126747 members 
Entering Unmasked Estep 
Score: -34831696.000000 Penalty: 6236.948730
	Iteration 7F: 3 clusters Score -3.48317e+07 nChanged 18195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166588 members 
Mstep: Class 2 contains 122502 members 
Entering Unmasked Estep 
Score: -34843240.000000 Penalty: 6236.948730
	Iteration 8F: 3 clusters Score -3.484324e+07 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169083 members 
Mstep: Class 2 contains 120007 members 
Entering Unmasked Estep 
Score: -34849680.000000 Penalty: 6236.948730
	Iteration 9Q: 3 clusters Score -3.484968e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170043 members 
Mstep: Class 2 contains 119047 members 
Entering Unmasked Estep 
Score: -34853376.000000 Penalty: 6236.948730
	Iteration 10Q: 3 clusters Score -3.485338e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170239 members 
Mstep: Class 2 contains 118851 members 
Entering Unmasked Estep 
Score: -34855856.000000 Penalty: 6236.948730
	Iteration 11Q: 3 clusters Score -3.485586e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169912 members 
Mstep: Class 2 contains 119178 members 
Entering Unmasked Estep 
Score: -34857824.000000 Penalty: 6236.948730
	Iteration 12Q: 3 clusters Score -3.485782e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169272 members 
Mstep: Class 2 contains 119818 members 
Entering Unmasked Estep 
Score: -34859764.000000 Penalty: 6236.948730
	Iteration 13Q: 3 clusters Score -3.485976e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168464 members 
Mstep: Class 2 contains 120626 members 
Entering Unmasked Estep 
Score: -34861176.000000 Penalty: 6236.948730
	Iteration 14Q: 3 clusters Score -3.486118e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167560 members 
Mstep: Class 2 contains 121530 members 
Entering Unmasked Estep 
Score: -34862540.000000 Penalty: 6236.948730
	Iteration 15Q: 3 clusters Score -3.486254e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166546 members 
Mstep: Class 2 contains 122544 members 
Entering Unmasked Estep 
Score: -34864016.000000 Penalty: 6236.948730
	Iteration 16Q: 3 clusters Score -3.486402e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165599 members 
Mstep: Class 2 contains 123491 members 
Entering Unmasked Estep 
Score: -34865552.000000 Penalty: 6236.948730
	Iteration 17Q: 3 clusters Score -3.486555e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164623 members 
Mstep: Class 2 contains 124467 members 
Entering Unmasked Estep 
Score: -34866820.000000 Penalty: 6236.948730
	Iteration 18Q: 3 clusters Score -3.486682e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163783 members 
Mstep: Class 2 contains 125307 members 
Entering Unmasked Estep 
Score: -34867712.000000 Penalty: 6236.948730
	Iteration 19Q: 3 clusters Score -3.486771e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162908 members 
Mstep: Class 2 contains 126182 members 
Entering Unmasked Estep 
Score: -34868596.000000 Penalty: 6236.948730
	Iteration 20F: 3 clusters Score -3.48686e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162112 members 
Mstep: Class 2 contains 126978 members 
Entering Unmasked Estep 
Score: -34869520.000000 Penalty: 6236.948730
	Iteration 21Q: 3 clusters Score -3.486952e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161366 members 
Mstep: Class 2 contains 127724 members 
Entering Unmasked Estep 
Score: -34870224.000000 Penalty: 6236.948730
	Iteration 22Q: 3 clusters Score -3.487022e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160766 members 
Mstep: Class 2 contains 128324 members 
Entering Unmasked Estep 
Score: -34870732.000000 Penalty: 6236.948730
	Iteration 23Q: 3 clusters Score -3.487073e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160312 members 
Mstep: Class 2 contains 128778 members 
Entering Unmasked Estep 
Score: -34871424.000000 Penalty: 6236.948730
	Iteration 24Q: 3 clusters Score -3.487142e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159931 members 
Mstep: Class 2 contains 129159 members 
Entering Unmasked Estep 
Score: -34871836.000000 Penalty: 6236.948730
	Iteration 25Q: 3 clusters Score -3.487184e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 129450 members 
Entering Unmasked Estep 
Score: -34872196.000000 Penalty: 6236.948730
	Iteration 26Q: 3 clusters Score -3.48722e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159498 members 
Mstep: Class 2 contains 129592 members 
Entering Unmasked Estep 
Score: -34872524.000000 Penalty: 6236.948730
	Iteration 27Q: 3 clusters Score -3.487252e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159499 members 
Mstep: Class 2 contains 129591 members 
Entering Unmasked Estep 
Score: -34873064.000000 Penalty: 6236.948730
	Iteration 28Q: 3 clusters Score -3.487306e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 129401 members 
Entering Unmasked Estep 
Score: -34873432.000000 Penalty: 6236.948730
	Iteration 29Q: 3 clusters Score -3.487343e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160079 members 
Mstep: Class 2 contains 129011 members 
Entering Unmasked Estep 
Score: -34873844.000000 Penalty: 6236.948730
	Iteration 30Q: 3 clusters Score -3.487384e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160617 members 
Mstep: Class 2 contains 128473 members 
Entering Unmasked Estep 
Score: -34874200.000000 Penalty: 6236.948730
	Iteration 31Q: 3 clusters Score -3.48742e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161333 members 
Mstep: Class 2 contains 127757 members 
Entering Unmasked Estep 
Score: -34874536.000000 Penalty: 6236.948730
	Iteration 32Q: 3 clusters Score -3.487454e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162268 members 
Mstep: Class 2 contains 126822 members 
Entering Unmasked Estep 
Score: -34875240.000000 Penalty: 6236.948730
	Iteration 33Q: 3 clusters Score -3.487524e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163463 members 
Mstep: Class 2 contains 125627 members 
Entering Unmasked Estep 
Score: -34875512.000000 Penalty: 6236.948730
	Iteration 34Q: 3 clusters Score -3.487551e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164779 members 
Mstep: Class 2 contains 124311 members 
Entering Unmasked Estep 
Score: -34875984.000000 Penalty: 6236.948730
	Iteration 35Q: 3 clusters Score -3.487598e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166215 members 
Mstep: Class 2 contains 122875 members 
Entering Unmasked Estep 
Score: -34876584.000000 Penalty: 6236.948730
	Iteration 36Q: 3 clusters Score -3.487658e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167837 members 
Mstep: Class 2 contains 121253 members 
Entering Unmasked Estep 
Score: -34877244.000000 Penalty: 6236.948730
	Iteration 37Q: 3 clusters Score -3.487724e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Mstep: Class 2 contains 119339 members 
Entering Unmasked Estep 
Score: -34877748.000000 Penalty: 6236.948730
	Iteration 38Q: 3 clusters Score -3.487775e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171903 members 
Mstep: Class 2 contains 117187 members 
Entering Unmasked Estep 
Score: -34878764.000000 Penalty: 6236.948730
	Iteration 39Q: 3 clusters Score -3.487876e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174355 members 
Mstep: Class 2 contains 114735 members 
Entering Unmasked Estep 
Score: -34879876.000000 Penalty: 6236.948730
	Iteration 40F: 3 clusters Score -3.487988e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176943 members 
Mstep: Class 2 contains 112147 members 
Entering Unmasked Estep 
Score: -34881448.000000 Penalty: 6236.948730
	Iteration 41Q: 3 clusters Score -3.488145e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179500 members 
Mstep: Class 2 contains 109590 members 
Entering Unmasked Estep 
Score: -34883200.000000 Penalty: 6236.948730
	Iteration 42Q: 3 clusters Score -3.48832e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181980 members 
Mstep: Class 2 contains 107110 members 
Entering Unmasked Estep 
Score: -34884680.000000 Penalty: 6236.948730
	Iteration 43Q: 3 clusters Score -3.488468e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 104967 members 
Entering Unmasked Estep 
Score: -34885528.000000 Penalty: 6236.948730
	Iteration 44Q: 3 clusters Score -3.488553e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185932 members 
Mstep: Class 2 contains 103158 members 
Entering Unmasked Estep 
Score: -34885576.000000 Penalty: 6236.948730
	Iteration 45Q: 3 clusters Score -3.488558e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187421 members 
Mstep: Class 2 contains 101669 members 
Entering Unmasked Estep 
Score: -34885652.000000 Penalty: 6236.948730
	Iteration 46Q: 3 clusters Score -3.488565e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188648 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -34885356.000000 Penalty: 6236.948730
	Iteration 47Q: 3 clusters Score -3.488536e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189656 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -34885180.000000 Penalty: 6236.948730
	Iteration 48Q: 3 clusters Score -3.488518e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190515 members 
Mstep: Class 2 contains 98575 members 
Entering Unmasked Estep 
Score: -34884988.000000 Penalty: 6236.948730
	Iteration 49Q: 3 clusters Score -3.488499e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191237 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -34884740.000000 Penalty: 6236.948730
	Iteration 50Q: 3 clusters Score -3.488474e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191834 members 
Mstep: Class 2 contains 97256 members 
Entering Unmasked Estep 
Score: -34884476.000000 Penalty: 6236.948730
	Iteration 51Q: 3 clusters Score -3.488448e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192279 members 
Mstep: Class 2 contains 96811 members 
Entering Unmasked Estep 
Score: -34884280.000000 Penalty: 6236.948730
	Iteration 52Q: 3 clusters Score -3.488428e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192687 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -34884132.000000 Penalty: 6236.948730
	Iteration 53Q: 3 clusters Score -3.488413e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193010 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -34884104.000000 Penalty: 6236.948730
	Iteration 54Q: 3 clusters Score -3.48841e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193285 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -34883984.000000 Penalty: 6236.948730
	Iteration 55Q: 3 clusters Score -3.488398e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193518 members 
Mstep: Class 2 contains 95572 members 
Entering Unmasked Estep 
Score: -34883916.000000 Penalty: 6236.948730
	Iteration 56Q: 3 clusters Score -3.488392e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193705 members 
Mstep: Class 2 contains 95385 members 
Entering Unmasked Estep 
Score: -34883872.000000 Penalty: 6236.948730
	Iteration 57Q: 3 clusters Score -3.488387e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193877 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -34883760.000000 Penalty: 6236.948730
	Iteration 58Q: 3 clusters Score -3.488376e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194037 members 
Mstep: Class 2 contains 95053 members 
Entering Unmasked Estep 
Score: -34883716.000000 Penalty: 6236.948730
	Iteration 59Q: 3 clusters Score -3.488372e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194178 members 
Mstep: Class 2 contains 94912 members 
Entering Unmasked Estep 
Score: -34883660.000000 Penalty: 6236.948730
	Iteration 60F: 3 clusters Score -3.488366e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194303 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -34883668.000000 Penalty: 6236.948730
	Iteration 61Q: 3 clusters Score -3.488367e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194405 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -34883616.000000 Penalty: 6236.948730
	Iteration 62Q: 3 clusters Score -3.488362e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194497 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -34883604.000000 Penalty: 6236.948730
	Iteration 63Q: 3 clusters Score -3.48836e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194571 members 
Mstep: Class 2 contains 94519 members 
Entering Unmasked Estep 
Score: -34883588.000000 Penalty: 6236.948730
	Iteration 64Q: 3 clusters Score -3.488359e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194631 members 
Mstep: Class 2 contains 94459 members 
Entering Unmasked Estep 
Score: -34883544.000000 Penalty: 6236.948730
	Iteration 65Q: 3 clusters Score -3.488354e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194686 members 
Mstep: Class 2 contains 94404 members 
Entering Unmasked Estep 
Score: -34883508.000000 Penalty: 6236.948730
	Iteration 66Q: 3 clusters Score -3.488351e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194730 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -34883472.000000 Penalty: 6236.948730
	Iteration 67Q: 3 clusters Score -3.488347e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194766 members 
Mstep: Class 2 contains 94324 members 
Entering Unmasked Estep 
Score: -34883452.000000 Penalty: 6236.948730
	Iteration 68Q: 3 clusters Score -3.488345e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194797 members 
Mstep: Class 2 contains 94293 members 
Entering Unmasked Estep 
Score: -34883464.000000 Penalty: 6236.948730
	Iteration 69Q: 3 clusters Score -3.488346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194812 members 
Mstep: Class 2 contains 94278 members 
Entering Unmasked Estep 
Score: -34883464.000000 Penalty: 6236.948730
	Iteration 70Q: 3 clusters Score -3.488346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194821 members 
Mstep: Class 2 contains 94269 members 
Entering Unmasked Estep 
Score: -34883440.000000 Penalty: 6236.948730
	Iteration 71Q: 3 clusters Score -3.488344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194832 members 
Mstep: Class 2 contains 94258 members 
Entering Unmasked Estep 
Score: -34883452.000000 Penalty: 6236.948730
	Iteration 72Q: 3 clusters Score -3.488345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194844 members 
Mstep: Class 2 contains 94246 members 
Entering Unmasked Estep 
Score: -34883444.000000 Penalty: 6236.948730
	Iteration 73Q: 3 clusters Score -3.488344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194856 members 
Mstep: Class 2 contains 94234 members 
Entering Unmasked Estep 
Score: -34883432.000000 Penalty: 6236.948730
	Iteration 74Q: 3 clusters Score -3.488343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194865 members 
Mstep: Class 2 contains 94225 members 
Entering Unmasked Estep 
Score: -34883436.000000 Penalty: 6236.948730
	Iteration 75Q: 3 clusters Score -3.488344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194869 members 
Mstep: Class 2 contains 94221 members 
Entering Unmasked Estep 
Score: -34883428.000000 Penalty: 6236.948730
	Iteration 76Q: 3 clusters Score -3.488343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194872 members 
Mstep: Class 2 contains 94218 members 
Entering Unmasked Estep 
Score: -34883436.000000 Penalty: 6236.948730
	Iteration 77Q: 3 clusters Score -3.488344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194875 members 
Mstep: Class 2 contains 94215 members 
Entering Unmasked Estep 
Score: -34883424.000000 Penalty: 6236.948730
	Iteration 78Q: 3 clusters Score -3.488342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194876 members 
Mstep: Class 2 contains 94214 members 
Entering Unmasked Estep 
Score: -34883428.000000 Penalty: 6236.948730
	Iteration 79Q: 3 clusters Score -3.488343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194876 members 
Mstep: Class 2 contains 94214 members 
Entering Unmasked Estep 
Score: -34883428.000000 Penalty: 6236.948730
	Iteration 80F: 3 clusters Score -3.488343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 246190 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 9197 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 78065 members 
Mstep: Class 17 contains 40238 members 
Mstep: Class 18 contains 194876 members 
Mstep: Class 19 contains 29644 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 13932 members 
Mstep: Class 27 contains 20640 members 
Mstep: Class 28 contains 103332 members 
Mstep: Class 29 contains 4460 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 14567 members 
Mstep: Class 32 contains 2835 members 
Mstep: Class 33 contains 1350 members 
Mstep: Class 34 contains 5560 members 
Mstep: Class 35 contains 67040 members 
Mstep: Class 36 contains 94214 members 
Entering Unmasked Estep 
Score: -154137264.000000 Penalty: 125777.226562
Splitting cluster 18 changes total score from -153728128.000000 to -154137264.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (29644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Entering Unmasked Estep 
Score: -3487038.250000 Penalty: 2553.659668
	Iteration 0F: 2 clusters Score -3487038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3466959.500000 Penalty: 5107.319336
	Iteration 0F: 3 clusters Score -3466960 nChanged 13367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3478899.500000 Penalty: 5107.319336
	Iteration 1F: 3 clusters Score -3478900 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -3485827.500000 Penalty: 5107.319336
	Iteration 2F: 3 clusters Score -3485828 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3492513.000000 Penalty: 5107.319336
	Iteration 3F: 3 clusters Score -3492513 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3496685.750000 Penalty: 5107.319336
	Iteration 4F: 3 clusters Score -3496686 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3498699.000000 Penalty: 5107.319336
	Iteration 5F: 3 clusters Score -3498699 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3499751.750000 Penalty: 5107.319336
	Iteration 6Q: 3 clusters Score -3499752 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3500442.500000 Penalty: 5107.319336
	Iteration 7Q: 3 clusters Score -3500442 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3500811.750000 Penalty: 5107.319336
	Iteration 8Q: 3 clusters Score -3500812 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -3501074.500000 Penalty: 5107.319336
	Iteration 9Q: 3 clusters Score -3501074 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3501228.750000 Penalty: 5107.319336
	Iteration 10Q: 3 clusters Score -3501229 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3501293.750000 Penalty: 5107.319336
	Iteration 11Q: 3 clusters Score -3501294 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3501349.000000 Penalty: 5107.319336
	Iteration 12Q: 3 clusters Score -3501349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3501370.250000 Penalty: 5107.319336
	Iteration 13Q: 3 clusters Score -3501370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3501380.250000 Penalty: 5107.319336
	Iteration 14Q: 3 clusters Score -3501380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3501385.750000 Penalty: 5107.319336
	Iteration 15Q: 3 clusters Score -3501386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3501394.500000 Penalty: 5107.319336
	Iteration 16Q: 3 clusters Score -3501394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -3501401.250000 Penalty: 5107.319336
	Iteration 17Q: 3 clusters Score -3501401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3501404.500000 Penalty: 5107.319336
	Iteration 18Q: 3 clusters Score -3501404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3501407.250000 Penalty: 5107.319336
	Iteration 19Q: 3 clusters Score -3501407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3501406.000000 Penalty: 5107.319336
	Iteration 20F: 3 clusters Score -3501406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3501412.750000 Penalty: 5107.319336
	Iteration 21Q: 3 clusters Score -3501413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3501410.500000 Penalty: 5107.319336
	Iteration 22Q: 3 clusters Score -3501410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3501408.250000 Penalty: 5107.319336
	Iteration 23Q: 3 clusters Score -3501408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3501413.500000 Penalty: 5107.319336
	Iteration 24Q: 3 clusters Score -3501414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3501414.000000 Penalty: 5107.319336
	Iteration 25Q: 3 clusters Score -3501414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3501413.250000 Penalty: 5107.319336
	Iteration 26Q: 3 clusters Score -3501413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3501412.250000 Penalty: 5107.319336
	Iteration 27Q: 3 clusters Score -3501412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3501413.000000 Penalty: 5107.319336
	Iteration 28Q: 3 clusters Score -3501413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3501413.250000 Penalty: 5107.319336
	Iteration 29Q: 3 clusters Score -3501413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3501414.750000 Penalty: 5107.319336
	Iteration 30Q: 3 clusters Score -3501415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3501418.250000 Penalty: 5107.319336
	Iteration 31Q: 3 clusters Score -3501418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3501418.250000 Penalty: 5107.319336
	Iteration 32Q: 3 clusters Score -3501418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3501414.500000 Penalty: 5107.319336
	Iteration 33Q: 3 clusters Score -3501414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3501406.500000 Penalty: 5107.319336
	Iteration 34Q: 3 clusters Score -3501406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -3501408.500000 Penalty: 5107.319336
	Iteration 35Q: 3 clusters Score -3501408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3501416.000000 Penalty: 5107.319336
	Iteration 36Q: 3 clusters Score -3501416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3501414.000000 Penalty: 5107.319336
	Iteration 37Q: 3 clusters Score -3501414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3501414.750000 Penalty: 5107.319336
	Iteration 38Q: 3 clusters Score -3501415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3501415.750000 Penalty: 5107.319336
	Iteration 39Q: 3 clusters Score -3501416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3501421.250000 Penalty: 5107.319336
	Iteration 40F: 3 clusters Score -3501421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3501429.500000 Penalty: 5107.319336
	Iteration 41Q: 3 clusters Score -3501430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3501432.250000 Penalty: 5107.319336
	Iteration 42Q: 3 clusters Score -3501432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3501433.750000 Penalty: 5107.319336
	Iteration 43Q: 3 clusters Score -3501434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3501443.000000 Penalty: 5107.319336
	Iteration 44Q: 3 clusters Score -3501443 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3501453.750000 Penalty: 5107.319336
	Iteration 45Q: 3 clusters Score -3501454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3501489.000000 Penalty: 5107.319336
	Iteration 46Q: 3 clusters Score -3501489 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3501515.750000 Penalty: 5107.319336
	Iteration 47Q: 3 clusters Score -3501516 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3501602.500000 Penalty: 5107.319336
	Iteration 48Q: 3 clusters Score -3501602 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3501722.500000 Penalty: 5107.319336
	Iteration 49Q: 3 clusters Score -3501722 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -3501924.250000 Penalty: 5107.319336
	Iteration 50Q: 3 clusters Score -3501924 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3502242.250000 Penalty: 5107.319336
	Iteration 51Q: 3 clusters Score -3502242 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3502824.500000 Penalty: 5107.319336
	Iteration 52Q: 3 clusters Score -3502824 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -3503604.500000 Penalty: 5107.319336
	Iteration 53Q: 3 clusters Score -3503604 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3504218.250000 Penalty: 5107.319336
	Iteration 54Q: 3 clusters Score -3504218 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -3504584.750000 Penalty: 5107.319336
	Iteration 55Q: 3 clusters Score -3504585 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -3504735.750000 Penalty: 5107.319336
	Iteration 56Q: 3 clusters Score -3504736 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -3504783.500000 Penalty: 5107.319336
	Iteration 57Q: 3 clusters Score -3504784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -3504829.250000 Penalty: 5107.319336
	Iteration 58Q: 3 clusters Score -3504829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -3504849.500000 Penalty: 5107.319336
	Iteration 59Q: 3 clusters Score -3504850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -3504960.250000 Penalty: 5107.319336
	Iteration 60F: 3 clusters Score -3504960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3504996.000000 Penalty: 5107.319336
	Iteration 61Q: 3 clusters Score -3504996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -3505000.250000 Penalty: 5107.319336
	Iteration 62Q: 3 clusters Score -3505000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3505002.500000 Penalty: 5107.319336
	Iteration 63Q: 3 clusters Score -3505002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3505007.000000 Penalty: 5107.319336
	Iteration 64Q: 3 clusters Score -3505007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3505007.750000 Penalty: 5107.319336
	Iteration 65Q: 3 clusters Score -3505008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -3505005.250000 Penalty: 5107.319336
	Iteration 66Q: 3 clusters Score -3505005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -3505002.750000 Penalty: 5107.319336
	Iteration 67Q: 3 clusters Score -3505003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3505002.250000 Penalty: 5107.319336
	Iteration 68Q: 3 clusters Score -3505002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3505008.500000 Penalty: 5107.319336
	Iteration 69Q: 3 clusters Score -3505008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3505013.000000 Penalty: 5107.319336
	Iteration 70Q: 3 clusters Score -3505013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3505013.500000 Penalty: 5107.319336
	Iteration 71Q: 3 clusters Score -3505014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3505013.500000 Penalty: 5107.319336
	Iteration 72F: 3 clusters Score -3505014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 246190 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 9197 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 78065 members 
Mstep: Class 17 contains 40238 members 
Mstep: Class 18 contains 194876 members 
Mstep: Class 19 contains 8511 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 41164 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 13932 members 
Mstep: Class 27 contains 20640 members 
Mstep: Class 28 contains 103332 members 
Mstep: Class 29 contains 4460 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 14567 members 
Mstep: Class 32 contains 2835 members 
Mstep: Class 33 contains 1350 members 
Mstep: Class 34 contains 5560 members 
Mstep: Class 35 contains 67040 members 
Mstep: Class 36 contains 94214 members 
Mstep: Class 37 contains 21133 members 
Entering Unmasked Estep 
Score: -154155008.000000 Penalty: 129271.039062
Splitting cluster 19 changes total score from -153728128.000000 to -154155008.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (16579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Entering Unmasked Estep 
Score: -2052136.375000 Penalty: 2409.541260
	Iteration 0F: 2 clusters Score -2052136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2040253.625000 Penalty: 4819.082520
	Iteration 0F: 3 clusters Score -2040254 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2044194.250000 Penalty: 4819.082520
	Iteration 1F: 3 clusters Score -2044194 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2044603.875000 Penalty: 4819.082520
	Iteration 2F: 3 clusters Score -2044604 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2044991.750000 Penalty: 4819.082520
	Iteration 3F: 3 clusters Score -2044992 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2045392.625000 Penalty: 4819.082520
	Iteration 4Q: 3 clusters Score -2045393 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2045906.125000 Penalty: 4819.082520
	Iteration 5F: 3 clusters Score -2045906 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2046552.000000 Penalty: 4819.082520
	Iteration 6F: 3 clusters Score -2046552 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2047236.375000 Penalty: 4819.082520
	Iteration 7F: 3 clusters Score -2047236 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2047882.875000 Penalty: 4819.082520
	Iteration 8F: 3 clusters Score -2047883 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2048373.250000 Penalty: 4819.082520
	Iteration 9F: 3 clusters Score -2048373 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2048692.250000 Penalty: 4819.082520
	Iteration 10Q: 3 clusters Score -2048692 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2048917.875000 Penalty: 4819.082520
	Iteration 11Q: 3 clusters Score -2048918 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2049066.375000 Penalty: 4819.082520
	Iteration 12Q: 3 clusters Score -2049066 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2049179.500000 Penalty: 4819.082520
	Iteration 13Q: 3 clusters Score -2049180 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2049277.500000 Penalty: 4819.082520
	Iteration 14Q: 3 clusters Score -2049278 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2049336.500000 Penalty: 4819.082520
	Iteration 15Q: 3 clusters Score -2049336 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2049384.375000 Penalty: 4819.082520
	Iteration 16Q: 3 clusters Score -2049384 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2049421.250000 Penalty: 4819.082520
	Iteration 17Q: 3 clusters Score -2049421 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2049448.500000 Penalty: 4819.082520
	Iteration 18Q: 3 clusters Score -2049448 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2049482.375000 Penalty: 4819.082520
	Iteration 19Q: 3 clusters Score -2049482 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2049517.750000 Penalty: 4819.082520
	Iteration 20F: 3 clusters Score -2049518 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2049539.000000 Penalty: 4819.082520
	Iteration 21Q: 3 clusters Score -2049539 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2049561.625000 Penalty: 4819.082520
	Iteration 22Q: 3 clusters Score -2049562 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2049572.625000 Penalty: 4819.082520
	Iteration 23Q: 3 clusters Score -2049573 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2049585.875000 Penalty: 4819.082520
	Iteration 24Q: 3 clusters Score -2049586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2049605.750000 Penalty: 4819.082520
	Iteration 25Q: 3 clusters Score -2049606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2049612.000000 Penalty: 4819.082520
	Iteration 26Q: 3 clusters Score -2049612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2049617.750000 Penalty: 4819.082520
	Iteration 27Q: 3 clusters Score -2049618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2049621.625000 Penalty: 4819.082520
	Iteration 28Q: 3 clusters Score -2049622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2049634.125000 Penalty: 4819.082520
	Iteration 29Q: 3 clusters Score -2049634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2049635.500000 Penalty: 4819.082520
	Iteration 30Q: 3 clusters Score -2049636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2049640.375000 Penalty: 4819.082520
	Iteration 31Q: 3 clusters Score -2049640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2049643.125000 Penalty: 4819.082520
	Iteration 32Q: 3 clusters Score -2049643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2049643.500000 Penalty: 4819.082520
	Iteration 33Q: 3 clusters Score -2049644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2049660.375000 Penalty: 4819.082520
	Iteration 34Q: 3 clusters Score -2049660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2049659.000000 Penalty: 4819.082520
	Iteration 35Q: 3 clusters Score -2049659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2049655.250000 Penalty: 4819.082520
	Iteration 36Q: 3 clusters Score -2049655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2049661.750000 Penalty: 4819.082520
	Iteration 37Q: 3 clusters Score -2049662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2049665.500000 Penalty: 4819.082520
	Iteration 38Q: 3 clusters Score -2049666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2049668.375000 Penalty: 4819.082520
	Iteration 39Q: 3 clusters Score -2049668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2049664.750000 Penalty: 4819.082520
	Iteration 40F: 3 clusters Score -2049665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2049670.500000 Penalty: 4819.082520
	Iteration 41Q: 3 clusters Score -2049670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2049668.500000 Penalty: 4819.082520
	Iteration 42Q: 3 clusters Score -2049668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2049668.875000 Penalty: 4819.082520
	Iteration 43Q: 3 clusters Score -2049669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2049667.750000 Penalty: 4819.082520
	Iteration 44Q: 3 clusters Score -2049668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2049668.750000 Penalty: 4819.082520
	Iteration 45Q: 3 clusters Score -2049669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2049668.375000 Penalty: 4819.082520
	Iteration 46Q: 3 clusters Score -2049668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2049670.625000 Penalty: 4819.082520
	Iteration 47Q: 3 clusters Score -2049671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2049670.750000 Penalty: 4819.082520
	Iteration 48Q: 3 clusters Score -2049671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2049669.625000 Penalty: 4819.082520
	Iteration 49Q: 3 clusters Score -2049670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2049672.125000 Penalty: 4819.082520
	Iteration 50Q: 3 clusters Score -2049672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2049672.125000 Penalty: 4819.082520
	Iteration 51F: 3 clusters Score -2049672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Entering Unmasked Estep 
Score: -4723462.500000 Penalty: 2635.079346
	Iteration 0F: 2 clusters Score -4723462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4695966.000000 Penalty: 5270.158691
	Iteration 0F: 3 clusters Score -4695966 nChanged 19009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -4712573.500000 Penalty: 5270.158691
	Iteration 1F: 3 clusters Score -4712574 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -4721159.500000 Penalty: 5270.158691
	Iteration 2F: 3 clusters Score -4721160 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4727378.000000 Penalty: 5270.158691
	Iteration 3F: 3 clusters Score -4727378 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -4730688.000000 Penalty: 5270.158691
	Iteration 4F: 3 clusters Score -4730688 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -4732820.000000 Penalty: 5270.158691
	Iteration 5F: 3 clusters Score -4732820 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -4734634.000000 Penalty: 5270.158691
	Iteration 6Q: 3 clusters Score -4734634 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -4735753.000000 Penalty: 5270.158691
	Iteration 7Q: 3 clusters Score -4735753 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -4736285.000000 Penalty: 5270.158691
	Iteration 8Q: 3 clusters Score -4736285 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -4736616.500000 Penalty: 5270.158691
	Iteration 9Q: 3 clusters Score -4736616 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -4736831.500000 Penalty: 5270.158691
	Iteration 10Q: 3 clusters Score -4736832 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -4736969.500000 Penalty: 5270.158691
	Iteration 11Q: 3 clusters Score -4736970 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -4737088.500000 Penalty: 5270.158691
	Iteration 12Q: 3 clusters Score -4737088 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -4737154.500000 Penalty: 5270.158691
	Iteration 13Q: 3 clusters Score -4737154 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -4737166.500000 Penalty: 5270.158691
	Iteration 14Q: 3 clusters Score -4737166 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -4737169.000000 Penalty: 5270.158691
	Iteration 15Q: 3 clusters Score -4737169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -4737191.500000 Penalty: 5270.158691
	Iteration 16Q: 3 clusters Score -4737192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -4737199.500000 Penalty: 5270.158691
	Iteration 17Q: 3 clusters Score -4737200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -4737191.000000 Penalty: 5270.158691
	Iteration 18Q: 3 clusters Score -4737191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -4737193.500000 Penalty: 5270.158691
	Iteration 19Q: 3 clusters Score -4737194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -4737199.500000 Penalty: 5270.158691
	Iteration 20F: 3 clusters Score -4737200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -4737208.000000 Penalty: 5270.158691
	Iteration 21Q: 3 clusters Score -4737208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -4737210.000000 Penalty: 5270.158691
	Iteration 22Q: 3 clusters Score -4737210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -4737206.500000 Penalty: 5270.158691
	Iteration 23Q: 3 clusters Score -4737206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -4737205.500000 Penalty: 5270.158691
	Iteration 24Q: 3 clusters Score -4737206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -4737203.500000 Penalty: 5270.158691
	Iteration 25Q: 3 clusters Score -4737204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -4737196.000000 Penalty: 5270.158691
	Iteration 26Q: 3 clusters Score -4737196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -4737197.000000 Penalty: 5270.158691
	Iteration 27Q: 3 clusters Score -4737197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -4737197.000000 Penalty: 5270.158691
	Iteration 28Q: 3 clusters Score -4737197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -4737198.000000 Penalty: 5270.158691
	Iteration 29Q: 3 clusters Score -4737198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -4737200.500000 Penalty: 5270.158691
	Iteration 30Q: 3 clusters Score -4737200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -4737201.500000 Penalty: 5270.158691
	Iteration 31Q: 3 clusters Score -4737202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -4737200.500000 Penalty: 5270.158691
	Iteration 32Q: 3 clusters Score -4737200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -4737200.500000 Penalty: 5270.158691
	Iteration 33Q: 3 clusters Score -4737200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -4737205.000000 Penalty: 5270.158691
	Iteration 34Q: 3 clusters Score -4737205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -4737206.000000 Penalty: 5270.158691
	Iteration 35Q: 3 clusters Score -4737206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -4737202.000000 Penalty: 5270.158691
	Iteration 36Q: 3 clusters Score -4737202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -4737202.500000 Penalty: 5270.158691
	Iteration 37Q: 3 clusters Score -4737202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -4737202.000000 Penalty: 5270.158691
	Iteration 38Q: 3 clusters Score -4737202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -4737202.000000 Penalty: 5270.158691
	Iteration 39F: 3 clusters Score -4737202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 246190 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 9197 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 78065 members 
Mstep: Class 17 contains 40238 members 
Mstep: Class 18 contains 194876 members 
Mstep: Class 19 contains 8511 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 31087 members 
Mstep: Class 22 contains 89273 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 13932 members 
Mstep: Class 27 contains 20640 members 
Mstep: Class 28 contains 103332 members 
Mstep: Class 29 contains 4460 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 14567 members 
Mstep: Class 32 contains 2835 members 
Mstep: Class 33 contains 1350 members 
Mstep: Class 34 contains 5560 members 
Mstep: Class 35 contains 67040 members 
Mstep: Class 36 contains 94214 members 
Mstep: Class 37 contains 21133 members 
Mstep: Class 38 contains 10077 members 
Entering Unmasked Estep 
Score: -154168448.000000 Penalty: 132764.843750
Splitting cluster 21 changes total score from -153728128.000000 to -154168448.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 22 (89273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89273 members 
Entering Unmasked Estep 
Score: -10662589.000000 Penalty: 2827.064697
	Iteration 0F: 2 clusters Score -1.066259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -10602961.000000 Penalty: 5654.129395
	Iteration 0F: 3 clusters Score -1.060296e+07 nChanged 42217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -10627503.000000 Penalty: 5654.129395
	Iteration 1F: 3 clusters Score -1.06275e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -10629249.000000 Penalty: 5654.129395
	Iteration 2Q: 3 clusters Score -1.062925e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -10632073.000000 Penalty: 5654.129395
	Iteration 3F: 3 clusters Score -1.063207e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -10636310.000000 Penalty: 5654.129395
	Iteration 4F: 3 clusters Score -1.063631e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -10642019.000000 Penalty: 5654.129395
	Iteration 5F: 3 clusters Score -1.064202e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -10648066.000000 Penalty: 5654.129395
	Iteration 6F: 3 clusters Score -1.064807e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -10653601.000000 Penalty: 5654.129395
	Iteration 7F: 3 clusters Score -1.06536e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -10658198.000000 Penalty: 5654.129395
	Iteration 8F: 3 clusters Score -1.06582e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -10661728.000000 Penalty: 5654.129395
	Iteration 9Q: 3 clusters Score -1.066173e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -10664075.000000 Penalty: 5654.129395
	Iteration 10Q: 3 clusters Score -1.066408e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -10665480.000000 Penalty: 5654.129395
	Iteration 11Q: 3 clusters Score -1.066548e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -10666132.000000 Penalty: 5654.129395
	Iteration 12Q: 3 clusters Score -1.066613e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -10666526.000000 Penalty: 5654.129395
	Iteration 13Q: 3 clusters Score -1.066653e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -10666761.000000 Penalty: 5654.129395
	Iteration 14Q: 3 clusters Score -1.066676e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -10666893.000000 Penalty: 5654.129395
	Iteration 15Q: 3 clusters Score -1.066689e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -10667022.000000 Penalty: 5654.129395
	Iteration 16Q: 3 clusters Score -1.066702e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -10667094.000000 Penalty: 5654.129395
	Iteration 17Q: 3 clusters Score -1.066709e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 69516 members 
Entering Unmasked Estep 
Score: -10667202.000000 Penalty: 5654.129395
	Iteration 18Q: 3 clusters Score -1.06672e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -10667242.000000 Penalty: 5654.129395
	Iteration 19Q: 3 clusters Score -1.066724e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 70081 members 
Entering Unmasked Estep 
Score: -10667322.000000 Penalty: 5654.129395
	Iteration 20F: 3 clusters Score -1.066732e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -10667402.000000 Penalty: 5654.129395
	Iteration 21Q: 3 clusters Score -1.06674e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -10667491.000000 Penalty: 5654.129395
	Iteration 22Q: 3 clusters Score -1.066749e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -10667567.000000 Penalty: 5654.129395
	Iteration 23Q: 3 clusters Score -1.066757e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -10667636.000000 Penalty: 5654.129395
	Iteration 24Q: 3 clusters Score -1.066764e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -10667726.000000 Penalty: 5654.129395
	Iteration 25Q: 3 clusters Score -1.066773e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -10667764.000000 Penalty: 5654.129395
	Iteration 26Q: 3 clusters Score -1.066776e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -10667859.000000 Penalty: 5654.129395
	Iteration 27Q: 3 clusters Score -1.066786e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
Score: -10667927.000000 Penalty: 5654.129395
	Iteration 28Q: 3 clusters Score -1.066793e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -10667961.000000 Penalty: 5654.129395
	Iteration 29Q: 3 clusters Score -1.066796e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -10668025.000000 Penalty: 5654.129395
	Iteration 30Q: 3 clusters Score -1.066802e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -10668089.000000 Penalty: 5654.129395
	Iteration 31Q: 3 clusters Score -1.066809e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 73193 members 
Entering Unmasked Estep 
Score: -10668104.000000 Penalty: 5654.129395
	Iteration 32Q: 3 clusters Score -1.06681e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -10668188.000000 Penalty: 5654.129395
	Iteration 33Q: 3 clusters Score -1.066819e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 73578 members 
Entering Unmasked Estep 
Score: -10668237.000000 Penalty: 5654.129395
	Iteration 34Q: 3 clusters Score -1.066824e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -10668250.000000 Penalty: 5654.129395
	Iteration 35Q: 3 clusters Score -1.066825e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -10668291.000000 Penalty: 5654.129395
	Iteration 36Q: 3 clusters Score -1.066829e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 74047 members 
Entering Unmasked Estep 
Score: -10668316.000000 Penalty: 5654.129395
	Iteration 37Q: 3 clusters Score -1.066832e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 74175 members 
Entering Unmasked Estep 
Score: -10668335.000000 Penalty: 5654.129395
	Iteration 38Q: 3 clusters Score -1.066834e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -10668326.000000 Penalty: 5654.129395
	Iteration 39Q: 3 clusters Score -1.066833e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -10668341.000000 Penalty: 5654.129395
	Iteration 40F: 3 clusters Score -1.066834e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 74492 members 
Entering Unmasked Estep 
Score: -10668362.000000 Penalty: 5654.129395
	Iteration 41Q: 3 clusters Score -1.066836e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 74570 members 
Entering Unmasked Estep 
Score: -10668384.000000 Penalty: 5654.129395
	Iteration 42Q: 3 clusters Score -1.066838e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 74640 members 
Entering Unmasked Estep 
Score: -10668377.000000 Penalty: 5654.129395
	Iteration 43Q: 3 clusters Score -1.066838e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -10668386.000000 Penalty: 5654.129395
	Iteration 44Q: 3 clusters Score -1.066839e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -10668382.000000 Penalty: 5654.129395
	Iteration 45Q: 3 clusters Score -1.066838e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -10668378.000000 Penalty: 5654.129395
	Iteration 46Q: 3 clusters Score -1.066838e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 74811 members 
Entering Unmasked Estep 
Score: -10668399.000000 Penalty: 5654.129395
	Iteration 47Q: 3 clusters Score -1.06684e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
Score: -10668397.000000 Penalty: 5654.129395
	Iteration 48Q: 3 clusters Score -1.06684e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -10668379.000000 Penalty: 5654.129395
	Iteration 49Q: 3 clusters Score -1.066838e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -10668385.000000 Penalty: 5654.129395
	Iteration 50Q: 3 clusters Score -1.066838e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 74937 members 
Entering Unmasked Estep 
Score: -10668398.000000 Penalty: 5654.129395
	Iteration 51Q: 3 clusters Score -1.06684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -10668400.000000 Penalty: 5654.129395
	Iteration 52Q: 3 clusters Score -1.06684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -10668407.000000 Penalty: 5654.129395
	Iteration 53Q: 3 clusters Score -1.066841e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -10668411.000000 Penalty: 5654.129395
	Iteration 54Q: 3 clusters Score -1.066841e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 75024 members 
Entering Unmasked Estep 
Score: -10668404.000000 Penalty: 5654.129395
	Iteration 55Q: 3 clusters Score -1.06684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -10668393.000000 Penalty: 5654.129395
	Iteration 56Q: 3 clusters Score -1.066839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -10668406.000000 Penalty: 5654.129395
	Iteration 57Q: 3 clusters Score -1.066841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -10668416.000000 Penalty: 5654.129395
	Iteration 58Q: 3 clusters Score -1.066842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
Score: -10668406.000000 Penalty: 5654.129395
	Iteration 59Q: 3 clusters Score -1.066841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -10668416.000000 Penalty: 5654.129395
	Iteration 60F: 3 clusters Score -1.066842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
Score: -10668417.000000 Penalty: 5654.129395
	Iteration 61Q: 3 clusters Score -1.066842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -10668416.000000 Penalty: 5654.129395
	Iteration 62Q: 3 clusters Score -1.066842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -10668426.000000 Penalty: 5654.129395
	Iteration 63Q: 3 clusters Score -1.066843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 75138 members 
Entering Unmasked Estep 
Score: -10668418.000000 Penalty: 5654.129395
	Iteration 64Q: 3 clusters Score -1.066842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -10668427.000000 Penalty: 5654.129395
	Iteration 65Q: 3 clusters Score -1.066843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -10668431.000000 Penalty: 5654.129395
	Iteration 66Q: 3 clusters Score -1.066843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 75147 members 
Entering Unmasked Estep 
Score: -10668427.000000 Penalty: 5654.129395
	Iteration 67Q: 3 clusters Score -1.066843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -10668419.000000 Penalty: 5654.129395
	Iteration 68Q: 3 clusters Score -1.066842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 75158 members 
Entering Unmasked Estep 
Score: -10668426.000000 Penalty: 5654.129395
	Iteration 69Q: 3 clusters Score -1.066843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 75167 members 
Entering Unmasked Estep 
Score: -10668425.000000 Penalty: 5654.129395
	Iteration 70Q: 3 clusters Score -1.066842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -10668413.000000 Penalty: 5654.129395
	Iteration 71Q: 3 clusters Score -1.066841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 75186 members 
Entering Unmasked Estep 
Score: -10668402.000000 Penalty: 5654.129395
	Iteration 72Q: 3 clusters Score -1.06684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 75193 members 
Entering Unmasked Estep 
Score: -10668396.000000 Penalty: 5654.129395
	Iteration 73Q: 3 clusters Score -1.06684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -10668413.000000 Penalty: 5654.129395
	Iteration 74Q: 3 clusters Score -1.066841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -10668406.000000 Penalty: 5654.129395
	Iteration 75Q: 3 clusters Score -1.066841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -10668399.000000 Penalty: 5654.129395
	Iteration 76Q: 3 clusters Score -1.06684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -10668400.000000 Penalty: 5654.129395
	Iteration 77Q: 3 clusters Score -1.06684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -10668403.000000 Penalty: 5654.129395
	Iteration 78Q: 3 clusters Score -1.06684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 75284 members 
Entering Unmasked Estep 
Score: -10668404.000000 Penalty: 5654.129395
	Iteration 79Q: 3 clusters Score -1.06684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -10668410.000000 Penalty: 5654.129395
	Iteration 80F: 3 clusters Score -1.066841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -10668409.000000 Penalty: 5654.129395
	Iteration 81Q: 3 clusters Score -1.066841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 75313 members 
Entering Unmasked Estep 
Score: -10668401.000000 Penalty: 5654.129395
	Iteration 82Q: 3 clusters Score -1.06684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -10668403.000000 Penalty: 5654.129395
	Iteration 83Q: 3 clusters Score -1.06684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -10668404.000000 Penalty: 5654.129395
	Iteration 84Q: 3 clusters Score -1.06684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -10668403.000000 Penalty: 5654.129395
	Iteration 85Q: 3 clusters Score -1.06684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -10668403.000000 Penalty: 5654.129395
	Iteration 86F: 3 clusters Score -1.06684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 246190 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 9197 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 78065 members 
Mstep: Class 17 contains 40238 members 
Mstep: Class 18 contains 194876 members 
Mstep: Class 19 contains 8511 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 31087 members 
Mstep: Class 22 contains 13953 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 8398 members 
Mstep: Class 26 contains 13932 members 
Mstep: Class 27 contains 20640 members 
Mstep: Class 28 contains 103332 members 
Mstep: Class 29 contains 4460 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 14567 members 
Mstep: Class 32 contains 2835 members 
Mstep: Class 33 contains 1350 members 
Mstep: Class 34 contains 5560 members 
Mstep: Class 35 contains 67040 members 
Mstep: Class 36 contains 94214 members 
Mstep: Class 37 contains 21133 members 
Mstep: Class 38 contains 10077 members 
Mstep: Class 39 contains 75320 members 
Entering Unmasked Estep 
Score: -154174304.000000 Penalty: 136258.656250
Splitting cluster 22 changes total score from -153728128.000000 to -154174304.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 8 contains 69090 members 
Mstep: Class 9 contains 246190 members 
Mstep: Class 10 contains 11453 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 9197 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 78065 members 
Mstep: Class 17 contains 40238 members 
Mstep: Class 18 contains 194876 members 
Mstep: Class 19 contains 8511 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 31087 members 
Mstep: Class 22 contains 13953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154231872.000000 Penalty: 136258.656250
Iteration 39Q: 40 clusters Score -1.542319e+08 nChanged 61664
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 3714 members 
Mstep: Class 3 contains 20191 members 
Mstep: Class 4 contains 11993 members 
Mstep: Class 5 contains 5289 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 25588 members 
Mstep: Class 8 contains 68798 members 
Mstep: Class 9 contains 246063 members 
Mstep: Class 10 contains 11426 members 
Mstep: Class 11 contains 1454 members 
Mstep: Class 12 contains 9254 members 
Mstep: Class 13 contains 4094 members 
Mstep: Class 14 contains 34598 members 
Mstep: Class 15 contains 1456 members 
Mstep: Class 16 contains 83433 members 
Mstep: Class 17 contains 41877 members 
Mstep: Class 18 contains 201757 members 
Mstep: Class 19 contains 8644 members 
Mstep: Class 20 contains 16895 members 
Mstep: Class 21 contains 30488 members 
Mstep: Class 22 contains 15452 members 
Mstep: Class 23 contains 6160 members 
Mstep: Class 24 contains 6458 members 
Mstep: Class 25 contains 7854 members 
Mstep: Class 26 contains 13713 members 
Mstep: Class 27 contains 20484 members 
Mstep: Class 28 contains 99927 members 
Mstep: Class 29 contains 4423 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 15517 members 
Mstep: Class 32 contains 2784 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 5761 members 
Mstep: Class 35 contains 62117 members 
Mstep: Class 36 contains 91963 members 
Mstep: Class 37 contains 21011 members 
Mstep: Class 38 contains 9406 members 
Mstep: Class 39 contains 69644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154282512.000000 Penalty: 136258.656250
Iteration 40F: 40 clusters Score -1.542825e+08 nChanged 43841
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 3626 members 
Mstep: Class 3 contains 19886 members 
Mstep: Class 4 contains 12147 members 
Mstep: Class 5 contains 5291 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 7 contains 25180 members 
Mstep: Class 8 contains 68631 members 
Mstep: Class 9 contains 243215 members 
Mstep: Class 10 contains 11335 members 
Mstep: Class 11 contains 1573 members 
Mstep: Class 12 contains 9207 members 
Mstep: Class 13 contains 3508 members 
Mstep: Class 14 contains 34234 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 81287 members 
Mstep: Class 17 contains 41724 members 
Mstep: Class 18 contains 204493 members 
Mstep: Class 19 contains 8677 members 
Mstep: Class 20 contains 17056 members 
Mstep: Class 21 contains 29480 members 
Mstep: Class 22 contains 16539 members 
Mstep: Class 23 contains 6530 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 7517 members 
Mstep: Class 26 contains 13908 members 
Mstep: Class 27 contains 20803 members 
Mstep: Class 28 contains 101639 members 
Mstep: Class 29 contains 4471 members 
Mstep: Class 30 contains 5306 members 
Mstep: Class 31 contains 16988 members 
Mstep: Class 32 contains 3084 members 
Mstep: Class 33 contains 1403 members 
Mstep: Class 34 contains 7060 members 
Mstep: Class 35 contains 60924 members 
Mstep: Class 36 contains 92402 members 
Mstep: Class 37 contains 21454 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 68499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154302192.000000 Penalty: 136258.656250
Iteration 41Q: 40 clusters Score -1.543022e+08 nChanged 23152
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 3596 members 
Mstep: Class 3 contains 19707 members 
Mstep: Class 4 contains 12339 members 
Mstep: Class 5 contains 5318 members 
Mstep: Class 6 contains 9049 members 
Mstep: Class 7 contains 24892 members 
Mstep: Class 8 contains 68744 members 
Mstep: Class 9 contains 241146 members 
Mstep: Class 10 contains 11284 members 
Mstep: Class 11 contains 1527 members 
Mstep: Class 12 contains 9182 members 
Mstep: Class 13 contains 3075 members 
Mstep: Class 14 contains 34097 members 
Mstep: Class 15 contains 1455 members 
Mstep: Class 16 contains 80456 members 
Mstep: Class 17 contains 41957 members 
Mstep: Class 18 contains 206990 members 
Mstep: Class 19 contains 8694 members 
Mstep: Class 20 contains 17174 members 
Mstep: Class 21 contains 28824 members 
Mstep: Class 22 contains 17469 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 6526 members 
Mstep: Class 25 contains 7148 members 
Mstep: Class 26 contains 13946 members 
Mstep: Class 27 contains 20829 members 
Mstep: Class 28 contains 102138 members 
Mstep: Class 29 contains 4491 members 
Mstep: Class 30 contains 5994 members 
Mstep: Class 31 contains 17884 members 
Mstep: Class 32 contains 3278 members 
Mstep: Class 33 contains 1420 members 
Mstep: Class 34 contains 8048 members 
Mstep: Class 35 contains 59814 members 
Mstep: Class 36 contains 92634 members 
Mstep: Class 37 contains 21605 members 
Mstep: Class 38 contains 8935 members 
Mstep: Class 39 contains 67320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154311904.000000 Penalty: 136258.656250
Iteration 42Q: 40 clusters Score -1.543119e+08 nChanged 16076
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 19591 members 
Mstep: Class 4 contains 12533 members 
Mstep: Class 5 contains 5343 members 
Mstep: Class 6 contains 8808 members 
Mstep: Class 7 contains 24688 members 
Mstep: Class 8 contains 68853 members 
Mstep: Class 9 contains 239690 members 
Mstep: Class 10 contains 11258 members 
Mstep: Class 11 contains 1519 members 
Mstep: Class 12 contains 9164 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 33974 members 
Mstep: Class 15 contains 1478 members 
Mstep: Class 16 contains 79903 members 
Mstep: Class 17 contains 42273 members 
Mstep: Class 18 contains 208901 members 
Mstep: Class 19 contains 8693 members 
Mstep: Class 20 contains 17324 members 
Mstep: Class 21 contains 28363 members 
Mstep: Class 22 contains 18250 members 
Mstep: Class 23 contains 6863 members 
Mstep: Class 24 contains 6491 members 
Mstep: Class 25 contains 6885 members 
Mstep: Class 26 contains 13935 members 
Mstep: Class 27 contains 20792 members 
Mstep: Class 28 contains 102393 members 
Mstep: Class 29 contains 4484 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 18464 members 
Mstep: Class 32 contains 3394 members 
Mstep: Class 33 contains 1431 members 
Mstep: Class 34 contains 8908 members 
Mstep: Class 35 contains 58808 members 
Mstep: Class 36 contains 92879 members 
Mstep: Class 37 contains 21655 members 
Mstep: Class 38 contains 8710 members 
Mstep: Class 39 contains 66417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154317504.000000 Penalty: 136258.656250
Iteration 43Q: 40 clusters Score -1.543175e+08 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 3544 members 
Mstep: Class 3 contains 19516 members 
Mstep: Class 4 contains 12752 members 
Mstep: Class 5 contains 5370 members 
Mstep: Class 6 contains 8582 members 
Mstep: Class 7 contains 24558 members 
Mstep: Class 8 contains 68969 members 
Mstep: Class 9 contains 238548 members 
Mstep: Class 10 contains 11229 members 
Mstep: Class 11 contains 1517 members 
Mstep: Class 12 contains 9153 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 33863 members 
Mstep: Class 15 contains 1507 members 
Mstep: Class 16 contains 79571 members 
Mstep: Class 17 contains 42543 members 
Mstep: Class 18 contains 210359 members 
Mstep: Class 19 contains 8671 members 
Mstep: Class 20 contains 17436 members 
Mstep: Class 21 contains 28052 members 
Mstep: Class 22 contains 18909 members 
Mstep: Class 23 contains 6958 members 
Mstep: Class 24 contains 6441 members 
Mstep: Class 25 contains 6794 members 
Mstep: Class 26 contains 13886 members 
Mstep: Class 27 contains 20723 members 
Mstep: Class 28 contains 102437 members 
Mstep: Class 29 contains 4480 members 
Mstep: Class 30 contains 6668 members 
Mstep: Class 31 contains 18873 members 
Mstep: Class 32 contains 3471 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 9640 members 
Mstep: Class 35 contains 58103 members 
Mstep: Class 36 contains 93104 members 
Mstep: Class 37 contains 21644 members 
Mstep: Class 38 contains 8455 members 
Mstep: Class 39 contains 65709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154322064.000000 Penalty: 136258.656250
Iteration 44Q: 40 clusters Score -1.543221e+08 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 19450 members 
Mstep: Class 4 contains 12969 members 
Mstep: Class 5 contains 5391 members 
Mstep: Class 6 contains 8357 members 
Mstep: Class 7 contains 24481 members 
Mstep: Class 8 contains 69054 members 
Mstep: Class 9 contains 237666 members 
Mstep: Class 10 contains 11229 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 9133 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 33757 members 
Mstep: Class 15 contains 1521 members 
Mstep: Class 16 contains 79534 members 
Mstep: Class 17 contains 42773 members 
Mstep: Class 18 contains 211426 members 
Mstep: Class 19 contains 8644 members 
Mstep: Class 20 contains 17552 members 
Mstep: Class 21 contains 27807 members 
Mstep: Class 22 contains 19374 members 
Mstep: Class 23 contains 7080 members 
Mstep: Class 24 contains 6374 members 
Mstep: Class 25 contains 6807 members 
Mstep: Class 26 contains 13810 members 
Mstep: Class 27 contains 20634 members 
Mstep: Class 28 contains 102408 members 
Mstep: Class 29 contains 4468 members 
Mstep: Class 30 contains 6737 members 
Mstep: Class 31 contains 19132 members 
Mstep: Class 32 contains 3524 members 
Mstep: Class 33 contains 1434 members 
Mstep: Class 34 contains 10268 members 
Mstep: Class 35 contains 57559 members 
Mstep: Class 36 contains 93326 members 
Mstep: Class 37 contains 21590 members 
Mstep: Class 38 contains 8240 members 
Mstep: Class 39 contains 65154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154324304.000000 Penalty: 136258.656250
Iteration 45Q: 40 clusters Score -1.543243e+08 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 19407 members 
Mstep: Class 4 contains 13177 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 8128 members 
Mstep: Class 7 contains 24434 members 
Mstep: Class 8 contains 69134 members 
Mstep: Class 9 contains 236956 members 
Mstep: Class 10 contains 11238 members 
Mstep: Class 11 contains 1517 members 
Mstep: Class 12 contains 9119 members 
Mstep: Class 13 contains 2458 members 
Mstep: Class 14 contains 33657 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 79620 members 
Mstep: Class 17 contains 43008 members 
Mstep: Class 18 contains 212104 members 
Mstep: Class 19 contains 8608 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 27661 members 
Mstep: Class 22 contains 19776 members 
Mstep: Class 23 contains 7206 members 
Mstep: Class 24 contains 6317 members 
Mstep: Class 25 contains 6858 members 
Mstep: Class 26 contains 13734 members 
Mstep: Class 27 contains 20541 members 
Mstep: Class 28 contains 102370 members 
Mstep: Class 29 contains 4455 members 
Mstep: Class 30 contains 6740 members 
Mstep: Class 31 contains 19334 members 
Mstep: Class 32 contains 3573 members 
Mstep: Class 33 contains 1430 members 
Mstep: Class 34 contains 10757 members 
Mstep: Class 35 contains 57171 members 
Mstep: Class 36 contains 93521 members 
Mstep: Class 37 contains 21490 members 
Mstep: Class 38 contains 8081 members 
Mstep: Class 39 contains 64669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154325456.000000 Penalty: 136258.656250
Iteration 46Q: 40 clusters Score -1.543255e+08 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 3412 members 
Mstep: Class 3 contains 19382 members 
Mstep: Class 4 contains 13405 members 
Mstep: Class 5 contains 5431 members 
Mstep: Class 6 contains 7889 members 
Mstep: Class 7 contains 24414 members 
Mstep: Class 8 contains 69179 members 
Mstep: Class 9 contains 236442 members 
Mstep: Class 10 contains 11233 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 9115 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 33554 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 79783 members 
Mstep: Class 17 contains 43220 members 
Mstep: Class 18 contains 212541 members 
Mstep: Class 19 contains 8609 members 
Mstep: Class 20 contains 17683 members 
Mstep: Class 21 contains 27538 members 
Mstep: Class 22 contains 20130 members 
Mstep: Class 23 contains 7309 members 
Mstep: Class 24 contains 6264 members 
Mstep: Class 25 contains 6944 members 
Mstep: Class 26 contains 13634 members 
Mstep: Class 27 contains 20454 members 
Mstep: Class 28 contains 102292 members 
Mstep: Class 29 contains 4447 members 
Mstep: Class 30 contains 6683 members 
Mstep: Class 31 contains 19470 members 
Mstep: Class 32 contains 3608 members 
Mstep: Class 33 contains 1428 members 
Mstep: Class 34 contains 11189 members 
Mstep: Class 35 contains 56904 members 
Mstep: Class 36 contains 93670 members 
Mstep: Class 37 contains 21357 members 
Mstep: Class 38 contains 7930 members 
Mstep: Class 39 contains 64311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154327360.000000 Penalty: 136258.656250
Iteration 47Q: 40 clusters Score -1.543274e+08 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 3395 members 
Mstep: Class 3 contains 19382 members 
Mstep: Class 4 contains 13609 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 24399 members 
Mstep: Class 8 contains 69210 members 
Mstep: Class 9 contains 236052 members 
Mstep: Class 10 contains 11242 members 
Mstep: Class 11 contains 1517 members 
Mstep: Class 12 contains 9119 members 
Mstep: Class 13 contains 2393 members 
Mstep: Class 14 contains 33457 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 79935 members 
Mstep: Class 17 contains 43415 members 
Mstep: Class 18 contains 212852 members 
Mstep: Class 19 contains 8618 members 
Mstep: Class 20 contains 17715 members 
Mstep: Class 21 contains 27459 members 
Mstep: Class 22 contains 20456 members 
Mstep: Class 23 contains 7366 members 
Mstep: Class 24 contains 6220 members 
Mstep: Class 25 contains 7000 members 
Mstep: Class 26 contains 13532 members 
Mstep: Class 27 contains 20378 members 
Mstep: Class 28 contains 102242 members 
Mstep: Class 29 contains 4424 members 
Mstep: Class 30 contains 6592 members 
Mstep: Class 31 contains 19582 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 1427 members 
Mstep: Class 34 contains 11569 members 
Mstep: Class 35 contains 56700 members 
Mstep: Class 36 contains 93782 members 
Mstep: Class 37 contains 21249 members 
Mstep: Class 38 contains 7813 members 
Mstep: Class 39 contains 64004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154328896.000000 Penalty: 136258.656250
Iteration 48Q: 40 clusters Score -1.543289e+08 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 19376 members 
Mstep: Class 4 contains 13767 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 7397 members 
Mstep: Class 7 contains 24411 members 
Mstep: Class 8 contains 69258 members 
Mstep: Class 9 contains 235723 members 
Mstep: Class 10 contains 11248 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 9124 members 
Mstep: Class 13 contains 2378 members 
Mstep: Class 14 contains 33383 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 80171 members 
Mstep: Class 17 contains 43570 members 
Mstep: Class 18 contains 213006 members 
Mstep: Class 19 contains 8652 members 
Mstep: Class 20 contains 17745 members 
Mstep: Class 21 contains 27398 members 
Mstep: Class 22 contains 20750 members 
Mstep: Class 23 contains 7366 members 
Mstep: Class 24 contains 6189 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 13436 members 
Mstep: Class 27 contains 20294 members 
Mstep: Class 28 contains 102173 members 
Mstep: Class 29 contains 4401 members 
Mstep: Class 30 contains 6480 members 
Mstep: Class 31 contains 19657 members 
Mstep: Class 32 contains 3646 members 
Mstep: Class 33 contains 1428 members 
Mstep: Class 34 contains 11923 members 
Mstep: Class 35 contains 56572 members 
Mstep: Class 36 contains 93892 members 
Mstep: Class 37 contains 21155 members 
Mstep: Class 38 contains 7720 members 
Mstep: Class 39 contains 63752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154329920.000000 Penalty: 136258.656250
Iteration 49Q: 40 clusters Score -1.543299e+08 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 19375 members 
Mstep: Class 4 contains 13880 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 7194 members 
Mstep: Class 7 contains 24429 members 
Mstep: Class 8 contains 69312 members 
Mstep: Class 9 contains 235469 members 
Mstep: Class 10 contains 11249 members 
Mstep: Class 11 contains 1519 members 
Mstep: Class 12 contains 9126 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 33319 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 80421 members 
Mstep: Class 17 contains 43710 members 
Mstep: Class 18 contains 213085 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 17763 members 
Mstep: Class 21 contains 27344 members 
Mstep: Class 22 contains 20965 members 
Mstep: Class 23 contains 7375 members 
Mstep: Class 24 contains 6160 members 
Mstep: Class 25 contains 7092 members 
Mstep: Class 26 contains 13331 members 
Mstep: Class 27 contains 20243 members 
Mstep: Class 28 contains 102112 members 
Mstep: Class 29 contains 4379 members 
Mstep: Class 30 contains 6356 members 
Mstep: Class 31 contains 19708 members 
Mstep: Class 32 contains 3650 members 
Mstep: Class 33 contains 1438 members 
Mstep: Class 34 contains 12247 members 
Mstep: Class 35 contains 56478 members 
Mstep: Class 36 contains 93967 members 
Mstep: Class 37 contains 21071 members 
Mstep: Class 38 contains 7658 members 
Mstep: Class 39 contains 63539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154330160.000000 Penalty: 136258.656250
Iteration 50Q: 40 clusters Score -1.543302e+08 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 3363 members 
Mstep: Class 3 contains 19382 members 
Mstep: Class 4 contains 13955 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 7001 members 
Mstep: Class 7 contains 24447 members 
Mstep: Class 8 contains 69357 members 
Mstep: Class 9 contains 235301 members 
Mstep: Class 10 contains 11262 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 2395 members 
Mstep: Class 14 contains 33253 members 
Mstep: Class 15 contains 1596 members 
Mstep: Class 16 contains 80673 members 
Mstep: Class 17 contains 43854 members 
Mstep: Class 18 contains 213088 members 
Mstep: Class 19 contains 8744 members 
Mstep: Class 20 contains 17769 members 
Mstep: Class 21 contains 27303 members 
Mstep: Class 22 contains 21152 members 
Mstep: Class 23 contains 7370 members 
Mstep: Class 24 contains 6127 members 
Mstep: Class 25 contains 7120 members 
Mstep: Class 26 contains 13246 members 
Mstep: Class 27 contains 20205 members 
Mstep: Class 28 contains 102015 members 
Mstep: Class 29 contains 4353 members 
Mstep: Class 30 contains 6238 members 
Mstep: Class 31 contains 19762 members 
Mstep: Class 32 contains 3661 members 
Mstep: Class 33 contains 1441 members 
Mstep: Class 34 contains 12530 members 
Mstep: Class 35 contains 56402 members 
Mstep: Class 36 contains 94051 members 
Mstep: Class 37 contains 20982 members 
Mstep: Class 38 contains 7610 members 
Mstep: Class 39 contains 63354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154330928.000000 Penalty: 136258.656250
Iteration 51Q: 40 clusters Score -1.543309e+08 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 3351 members 
Mstep: Class 3 contains 19386 members 
Mstep: Class 4 contains 14017 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 6822 members 
Mstep: Class 7 contains 24477 members 
Mstep: Class 8 contains 69385 members 
Mstep: Class 9 contains 235132 members 
Mstep: Class 10 contains 11271 members 
Mstep: Class 11 contains 1521 members 
Mstep: Class 12 contains 9135 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 14 contains 33220 members 
Mstep: Class 15 contains 1604 members 
Mstep: Class 16 contains 80908 members 
Mstep: Class 17 contains 43998 members 
Mstep: Class 18 contains 213067 members 
Mstep: Class 19 contains 8778 members 
Mstep: Class 20 contains 17776 members 
Mstep: Class 21 contains 27278 members 
Mstep: Class 22 contains 21254 members 
Mstep: Class 23 contains 7364 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 7136 members 
Mstep: Class 26 contains 13158 members 
Mstep: Class 27 contains 20169 members 
Mstep: Class 28 contains 101932 members 
Mstep: Class 29 contains 4336 members 
Mstep: Class 30 contains 6144 members 
Mstep: Class 31 contains 19794 members 
Mstep: Class 32 contains 3670 members 
Mstep: Class 33 contains 1441 members 
Mstep: Class 34 contains 12777 members 
Mstep: Class 35 contains 56328 members 
Mstep: Class 36 contains 94130 members 
Mstep: Class 37 contains 20923 members 
Mstep: Class 38 contains 7582 members 
Mstep: Class 39 contains 63250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154331856.000000 Penalty: 136258.656250
Iteration 52Q: 40 clusters Score -1.543319e+08 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 3343 members 
Mstep: Class 3 contains 19398 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 5467 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 24536 members 
Mstep: Class 8 contains 69414 members 
Mstep: Class 9 contains 235029 members 
Mstep: Class 10 contains 11288 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 9137 members 
Mstep: Class 13 contains 2439 members 
Mstep: Class 14 contains 33189 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 81151 members 
Mstep: Class 17 contains 44117 members 
Mstep: Class 18 contains 212999 members 
Mstep: Class 19 contains 8814 members 
Mstep: Class 20 contains 17776 members 
Mstep: Class 21 contains 27257 members 
Mstep: Class 22 contains 21300 members 
Mstep: Class 23 contains 7336 members 
Mstep: Class 24 contains 6073 members 
Mstep: Class 25 contains 7146 members 
Mstep: Class 26 contains 13057 members 
Mstep: Class 27 contains 20137 members 
Mstep: Class 28 contains 101849 members 
Mstep: Class 29 contains 4317 members 
Mstep: Class 30 contains 6079 members 
Mstep: Class 31 contains 19815 members 
Mstep: Class 32 contains 3673 members 
Mstep: Class 33 contains 1438 members 
Mstep: Class 34 contains 12940 members 
Mstep: Class 35 contains 56288 members 
Mstep: Class 36 contains 94197 members 
Mstep: Class 37 contains 20881 members 
Mstep: Class 38 contains 7560 members 
Mstep: Class 39 contains 63181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154331552.000000 Penalty: 136258.656250
Iteration 53Q: 40 clusters Score -1.543316e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 3337 members 
Mstep: Class 3 contains 19401 members 
Mstep: Class 4 contains 14109 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 6598 members 
Mstep: Class 7 contains 24595 members 
Mstep: Class 8 contains 69452 members 
Mstep: Class 9 contains 234949 members 
Mstep: Class 10 contains 11304 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 9143 members 
Mstep: Class 13 contains 2456 members 
Mstep: Class 14 contains 33169 members 
Mstep: Class 15 contains 1611 members 
Mstep: Class 16 contains 81384 members 
Mstep: Class 17 contains 44221 members 
Mstep: Class 18 contains 212914 members 
Mstep: Class 19 contains 8840 members 
Mstep: Class 20 contains 17782 members 
Mstep: Class 21 contains 27227 members 
Mstep: Class 22 contains 21313 members 
Mstep: Class 23 contains 7316 members 
Mstep: Class 24 contains 6058 members 
Mstep: Class 25 contains 7157 members 
Mstep: Class 26 contains 12969 members 
Mstep: Class 27 contains 20100 members 
Mstep: Class 28 contains 101772 members 
Mstep: Class 29 contains 4295 members 
Mstep: Class 30 contains 5989 members 
Mstep: Class 31 contains 19835 members 
Mstep: Class 32 contains 3681 members 
Mstep: Class 33 contains 1442 members 
Mstep: Class 34 contains 13101 members 
Mstep: Class 35 contains 56261 members 
Mstep: Class 36 contains 94251 members 
Mstep: Class 37 contains 20816 members 
Mstep: Class 38 contains 7542 members 
Mstep: Class 39 contains 63133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154331600.000000 Penalty: 136258.656250
Iteration 54Q: 40 clusters Score -1.543316e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 3337 members 
Mstep: Class 3 contains 19399 members 
Mstep: Class 4 contains 14123 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 6522 members 
Mstep: Class 7 contains 24655 members 
Mstep: Class 8 contains 69484 members 
Mstep: Class 9 contains 234881 members 
Mstep: Class 10 contains 11315 members 
Mstep: Class 11 contains 1524 members 
Mstep: Class 12 contains 9147 members 
Mstep: Class 13 contains 2459 members 
Mstep: Class 14 contains 33156 members 
Mstep: Class 15 contains 1621 members 
Mstep: Class 16 contains 81581 members 
Mstep: Class 17 contains 44299 members 
Mstep: Class 18 contains 212828 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 17788 members 
Mstep: Class 21 contains 27223 members 
Mstep: Class 22 contains 21294 members 
Mstep: Class 23 contains 7309 members 
Mstep: Class 24 contains 6058 members 
Mstep: Class 25 contains 7166 members 
Mstep: Class 26 contains 12885 members 
Mstep: Class 27 contains 20068 members 
Mstep: Class 28 contains 101710 members 
Mstep: Class 29 contains 4274 members 
Mstep: Class 30 contains 5924 members 
Mstep: Class 31 contains 19845 members 
Mstep: Class 32 contains 3689 members 
Mstep: Class 33 contains 1442 members 
Mstep: Class 34 contains 13226 members 
Mstep: Class 35 contains 56260 members 
Mstep: Class 36 contains 94300 members 
Mstep: Class 37 contains 20742 members 
Mstep: Class 38 contains 7516 members 
Mstep: Class 39 contains 63128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154331616.000000 Penalty: 136258.656250
Iteration 55Q: 40 clusters Score -1.543316e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 3338 members 
Mstep: Class 3 contains 19395 members 
Mstep: Class 4 contains 14139 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 24700 members 
Mstep: Class 8 contains 69508 members 
Mstep: Class 9 contains 234820 members 
Mstep: Class 10 contains 11332 members 
Mstep: Class 11 contains 1524 members 
Mstep: Class 12 contains 9152 members 
Mstep: Class 13 contains 2463 members 
Mstep: Class 14 contains 33143 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 16 contains 81764 members 
Mstep: Class 17 contains 44374 members 
Mstep: Class 18 contains 212710 members 
Mstep: Class 19 contains 8895 members 
Mstep: Class 20 contains 17793 members 
Mstep: Class 21 contains 27229 members 
Mstep: Class 22 contains 21271 members 
Mstep: Class 23 contains 7313 members 
Mstep: Class 24 contains 6063 members 
Mstep: Class 25 contains 7166 members 
Mstep: Class 26 contains 12822 members 
Mstep: Class 27 contains 20047 members 
Mstep: Class 28 contains 101657 members 
Mstep: Class 29 contains 4252 members 
Mstep: Class 30 contains 5883 members 
Mstep: Class 31 contains 19850 members 
Mstep: Class 32 contains 3695 members 
Mstep: Class 33 contains 1446 members 
Mstep: Class 34 contains 13296 members 
Mstep: Class 35 contains 56298 members 
Mstep: Class 36 contains 94338 members 
Mstep: Class 37 contains 20676 members 
Mstep: Class 38 contains 7494 members 
Mstep: Class 39 contains 63139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154331984.000000 Penalty: 136258.656250
Iteration 56Q: 40 clusters Score -1.54332e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 3333 members 
Mstep: Class 3 contains 19392 members 
Mstep: Class 4 contains 14160 members 
Mstep: Class 5 contains 5472 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 24742 members 
Mstep: Class 8 contains 69528 members 
Mstep: Class 9 contains 234787 members 
Mstep: Class 10 contains 11349 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 2469 members 
Mstep: Class 14 contains 33125 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 81898 members 
Mstep: Class 17 contains 44453 members 
Mstep: Class 18 contains 212633 members 
Mstep: Class 19 contains 8913 members 
Mstep: Class 20 contains 17800 members 
Mstep: Class 21 contains 27257 members 
Mstep: Class 22 contains 21222 members 
Mstep: Class 23 contains 7315 members 
Mstep: Class 24 contains 6053 members 
Mstep: Class 25 contains 7172 members 
Mstep: Class 26 contains 12751 members 
Mstep: Class 27 contains 20030 members 
Mstep: Class 28 contains 101608 members 
Mstep: Class 29 contains 4231 members 
Mstep: Class 30 contains 5862 members 
Mstep: Class 31 contains 19858 members 
Mstep: Class 32 contains 3693 members 
Mstep: Class 33 contains 1439 members 
Mstep: Class 34 contains 13364 members 
Mstep: Class 35 contains 56335 members 
Mstep: Class 36 contains 94349 members 
Mstep: Class 37 contains 20613 members 
Mstep: Class 38 contains 7480 members 
Mstep: Class 39 contains 63156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154332144.000000 Penalty: 136258.656250
Iteration 57Q: 40 clusters Score -1.543321e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 3329 members 
Mstep: Class 3 contains 19390 members 
Mstep: Class 4 contains 14169 members 
Mstep: Class 5 contains 5474 members 
Mstep: Class 6 contains 6291 members 
Mstep: Class 7 contains 24782 members 
Mstep: Class 8 contains 69547 members 
Mstep: Class 9 contains 234747 members 
Mstep: Class 10 contains 11367 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 9159 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 33110 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 82019 members 
Mstep: Class 17 contains 44505 members 
Mstep: Class 18 contains 212544 members 
Mstep: Class 19 contains 8929 members 
Mstep: Class 20 contains 17801 members 
Mstep: Class 21 contains 27277 members 
Mstep: Class 22 contains 21166 members 
Mstep: Class 23 contains 7306 members 
Mstep: Class 24 contains 6051 members 
Mstep: Class 25 contains 7170 members 
Mstep: Class 26 contains 12679 members 
Mstep: Class 27 contains 20014 members 
Mstep: Class 28 contains 101564 members 
Mstep: Class 29 contains 4211 members 
Mstep: Class 30 contains 5840 members 
Mstep: Class 31 contains 19867 members 
Mstep: Class 32 contains 3699 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13449 members 
Mstep: Class 35 contains 56409 members 
Mstep: Class 36 contains 94377 members 
Mstep: Class 37 contains 20555 members 
Mstep: Class 38 contains 7474 members 
Mstep: Class 39 contains 63182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154332304.000000 Penalty: 136258.656250
Iteration 58Q: 40 clusters Score -1.543323e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 3320 members 
Mstep: Class 3 contains 19391 members 
Mstep: Class 4 contains 14171 members 
Mstep: Class 5 contains 5478 members 
Mstep: Class 6 contains 6212 members 
Mstep: Class 7 contains 24818 members 
Mstep: Class 8 contains 69560 members 
Mstep: Class 9 contains 234703 members 
Mstep: Class 10 contains 11378 members 
Mstep: Class 11 contains 1524 members 
Mstep: Class 12 contains 9159 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 33099 members 
Mstep: Class 15 contains 1642 members 
Mstep: Class 16 contains 82139 members 
Mstep: Class 17 contains 44559 members 
Mstep: Class 18 contains 212474 members 
Mstep: Class 19 contains 8942 members 
Mstep: Class 20 contains 17800 members 
Mstep: Class 21 contains 27299 members 
Mstep: Class 22 contains 21111 members 
Mstep: Class 23 contains 7312 members 
Mstep: Class 24 contains 6047 members 
Mstep: Class 25 contains 7168 members 
Mstep: Class 26 contains 12608 members 
Mstep: Class 27 contains 20004 members 
Mstep: Class 28 contains 101522 members 
Mstep: Class 29 contains 4189 members 
Mstep: Class 30 contains 5832 members 
Mstep: Class 31 contains 19872 members 
Mstep: Class 32 contains 3704 members 
Mstep: Class 33 contains 1443 members 
Mstep: Class 34 contains 13515 members 
Mstep: Class 35 contains 56461 members 
Mstep: Class 36 contains 94398 members 
Mstep: Class 37 contains 20503 members 
Mstep: Class 38 contains 7469 members 
Mstep: Class 39 contains 63224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154332576.000000 Penalty: 136258.656250
Iteration 59Q: 40 clusters Score -1.543326e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 3313 members 
Mstep: Class 3 contains 19392 members 
Mstep: Class 4 contains 14177 members 
Mstep: Class 5 contains 5480 members 
Mstep: Class 6 contains 6141 members 
Mstep: Class 7 contains 24863 members 
Mstep: Class 8 contains 69572 members 
Mstep: Class 9 contains 234667 members 
Mstep: Class 10 contains 11392 members 
Mstep: Class 11 contains 1524 members 
Mstep: Class 12 contains 9160 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 33078 members 
Mstep: Class 15 contains 1642 members 
Mstep: Class 16 contains 82270 members 
Mstep: Class 17 contains 44600 members 
Mstep: Class 18 contains 212395 members 
Mstep: Class 19 contains 8952 members 
Mstep: Class 20 contains 17798 members 
Mstep: Class 21 contains 27318 members 
Mstep: Class 22 contains 21064 members 
Mstep: Class 23 contains 7311 members 
Mstep: Class 24 contains 6047 members 
Mstep: Class 25 contains 7172 members 
Mstep: Class 26 contains 12540 members 
Mstep: Class 27 contains 19991 members 
Mstep: Class 28 contains 101480 members 
Mstep: Class 29 contains 4173 members 
Mstep: Class 30 contains 5824 members 
Mstep: Class 31 contains 19879 members 
Mstep: Class 32 contains 3708 members 
Mstep: Class 33 contains 1445 members 
Mstep: Class 34 contains 13558 members 
Mstep: Class 35 contains 56511 members 
Mstep: Class 36 contains 94426 members 
Mstep: Class 37 contains 20450 members 
Mstep: Class 38 contains 7469 members 
Mstep: Class 39 contains 63265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154333744.000000 Penalty: 136258.656250
Iteration 60F: 40 clusters Score -1.543337e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 3242 members 
Mstep: Class 3 contains 19393 members 
Mstep: Class 4 contains 14179 members 
Mstep: Class 5 contains 5478 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 24848 members 
Mstep: Class 8 contains 69535 members 
Mstep: Class 9 contains 234638 members 
Mstep: Class 10 contains 11405 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 9164 members 
Mstep: Class 13 contains 2469 members 
Mstep: Class 14 contains 33070 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 82195 members 
Mstep: Class 17 contains 44644 members 
Mstep: Class 18 contains 212318 members 
Mstep: Class 19 contains 8956 members 
Mstep: Class 20 contains 17797 members 
Mstep: Class 21 contains 27317 members 
Mstep: Class 22 contains 21037 members 
Mstep: Class 23 contains 7682 members 
Mstep: Class 24 contains 6048 members 
Mstep: Class 25 contains 7261 members 
Mstep: Class 26 contains 12480 members 
Mstep: Class 27 contains 19979 members 
Mstep: Class 28 contains 101454 members 
Mstep: Class 29 contains 4158 members 
Mstep: Class 30 contains 5662 members 
Mstep: Class 31 contains 19883 members 
Mstep: Class 32 contains 3713 members 
Mstep: Class 33 contains 1443 members 
Mstep: Class 34 contains 13763 members 
Mstep: Class 35 contains 56541 members 
Mstep: Class 36 contains 94448 members 
Mstep: Class 37 contains 20397 members 
Mstep: Class 38 contains 7373 members 
Mstep: Class 39 contains 63300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334368.000000 Penalty: 136258.656250
Iteration 61Q: 40 clusters Score -1.543344e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 3202 members 
Mstep: Class 3 contains 19394 members 
Mstep: Class 4 contains 14231 members 
Mstep: Class 5 contains 5477 members 
Mstep: Class 6 contains 6003 members 
Mstep: Class 7 contains 24851 members 
Mstep: Class 8 contains 69510 members 
Mstep: Class 9 contains 234568 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 1546 members 
Mstep: Class 12 contains 9165 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 82259 members 
Mstep: Class 17 contains 44689 members 
Mstep: Class 18 contains 212229 members 
Mstep: Class 19 contains 8969 members 
Mstep: Class 20 contains 17800 members 
Mstep: Class 21 contains 27329 members 
Mstep: Class 22 contains 21012 members 
Mstep: Class 23 contains 7897 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 7324 members 
Mstep: Class 26 contains 12403 members 
Mstep: Class 27 contains 19968 members 
Mstep: Class 28 contains 101421 members 
Mstep: Class 29 contains 4145 members 
Mstep: Class 30 contains 5546 members 
Mstep: Class 31 contains 19895 members 
Mstep: Class 32 contains 3717 members 
Mstep: Class 33 contains 1440 members 
Mstep: Class 34 contains 13912 members 
Mstep: Class 35 contains 56581 members 
Mstep: Class 36 contains 94453 members 
Mstep: Class 37 contains 20351 members 
Mstep: Class 38 contains 7290 members 
Mstep: Class 39 contains 63344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334592.000000 Penalty: 136258.656250
Iteration 62Q: 40 clusters Score -1.543346e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 3171 members 
Mstep: Class 3 contains 19395 members 
Mstep: Class 4 contains 14278 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 24864 members 
Mstep: Class 8 contains 69503 members 
Mstep: Class 9 contains 234503 members 
Mstep: Class 10 contains 11427 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 9168 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 33034 members 
Mstep: Class 15 contains 1660 members 
Mstep: Class 16 contains 82346 members 
Mstep: Class 17 contains 44738 members 
Mstep: Class 18 contains 212120 members 
Mstep: Class 19 contains 8992 members 
Mstep: Class 20 contains 17801 members 
Mstep: Class 21 contains 27349 members 
Mstep: Class 22 contains 20985 members 
Mstep: Class 23 contains 8001 members 
Mstep: Class 24 contains 6042 members 
Mstep: Class 25 contains 7359 members 
Mstep: Class 26 contains 12318 members 
Mstep: Class 27 contains 19955 members 
Mstep: Class 28 contains 101376 members 
Mstep: Class 29 contains 4125 members 
Mstep: Class 30 contains 5483 members 
Mstep: Class 31 contains 19904 members 
Mstep: Class 32 contains 3720 members 
Mstep: Class 33 contains 1440 members 
Mstep: Class 34 contains 14025 members 
Mstep: Class 35 contains 56626 members 
Mstep: Class 36 contains 94471 members 
Mstep: Class 37 contains 20328 members 
Mstep: Class 38 contains 7226 members 
Mstep: Class 39 contains 63394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334624.000000 Penalty: 136258.656250
Iteration 63Q: 40 clusters Score -1.543346e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 19394 members 
Mstep: Class 4 contains 14321 members 
Mstep: Class 5 contains 5477 members 
Mstep: Class 6 contains 5884 members 
Mstep: Class 7 contains 24906 members 
Mstep: Class 8 contains 69506 members 
Mstep: Class 9 contains 234447 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 9162 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 33024 members 
Mstep: Class 15 contains 1666 members 
Mstep: Class 16 contains 82422 members 
Mstep: Class 17 contains 44798 members 
Mstep: Class 18 contains 212025 members 
Mstep: Class 19 contains 9004 members 
Mstep: Class 20 contains 17801 members 
Mstep: Class 21 contains 27391 members 
Mstep: Class 22 contains 20934 members 
Mstep: Class 23 contains 8071 members 
Mstep: Class 24 contains 6039 members 
Mstep: Class 25 contains 7382 members 
Mstep: Class 26 contains 12228 members 
Mstep: Class 27 contains 19945 members 
Mstep: Class 28 contains 101344 members 
Mstep: Class 29 contains 4102 members 
Mstep: Class 30 contains 5442 members 
Mstep: Class 31 contains 19912 members 
Mstep: Class 32 contains 3720 members 
Mstep: Class 33 contains 1445 members 
Mstep: Class 34 contains 14092 members 
Mstep: Class 35 contains 56684 members 
Mstep: Class 36 contains 94485 members 
Mstep: Class 37 contains 20280 members 
Mstep: Class 38 contains 7181 members 
Mstep: Class 39 contains 63434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334832.000000 Penalty: 136258.656250
Iteration 64Q: 40 clusters Score -1.543348e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 19394 members 
Mstep: Class 4 contains 14365 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 5834 members 
Mstep: Class 7 contains 24973 members 
Mstep: Class 8 contains 69514 members 
Mstep: Class 9 contains 234400 members 
Mstep: Class 10 contains 11458 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 9157 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 33002 members 
Mstep: Class 15 contains 1667 members 
Mstep: Class 16 contains 82530 members 
Mstep: Class 17 contains 44854 members 
Mstep: Class 18 contains 211927 members 
Mstep: Class 19 contains 9024 members 
Mstep: Class 20 contains 17799 members 
Mstep: Class 21 contains 27438 members 
Mstep: Class 22 contains 20902 members 
Mstep: Class 23 contains 8104 members 
Mstep: Class 24 contains 6036 members 
Mstep: Class 25 contains 7405 members 
Mstep: Class 26 contains 12112 members 
Mstep: Class 27 contains 19929 members 
Mstep: Class 28 contains 101305 members 
Mstep: Class 29 contains 4085 members 
Mstep: Class 30 contains 5412 members 
Mstep: Class 31 contains 19925 members 
Mstep: Class 32 contains 3723 members 
Mstep: Class 33 contains 1442 members 
Mstep: Class 34 contains 14147 members 
Mstep: Class 35 contains 56737 members 
Mstep: Class 36 contains 94493 members 
Mstep: Class 37 contains 20239 members 
Mstep: Class 38 contains 7133 members 
Mstep: Class 39 contains 63460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154335056.000000 Penalty: 136258.656250
Iteration 65Q: 40 clusters Score -1.543351e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 19395 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 5 contains 5473 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 25056 members 
Mstep: Class 8 contains 69525 members 
Mstep: Class 9 contains 234353 members 
Mstep: Class 10 contains 11472 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 9158 members 
Mstep: Class 13 contains 2479 members 
Mstep: Class 14 contains 32991 members 
Mstep: Class 15 contains 1667 members 
Mstep: Class 16 contains 82641 members 
Mstep: Class 17 contains 44917 members 
Mstep: Class 18 contains 211846 members 
Mstep: Class 19 contains 9040 members 
Mstep: Class 20 contains 17800 members 
Mstep: Class 21 contains 27471 members 
Mstep: Class 22 contains 20878 members 
Mstep: Class 23 contains 8128 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7419 members 
Mstep: Class 26 contains 11988 members 
Mstep: Class 27 contains 19917 members 
Mstep: Class 28 contains 101260 members 
Mstep: Class 29 contains 4071 members 
Mstep: Class 30 contains 5405 members 
Mstep: Class 31 contains 19934 members 
Mstep: Class 32 contains 3722 members 
Mstep: Class 33 contains 1442 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 56784 members 
Mstep: Class 36 contains 94498 members 
Mstep: Class 37 contains 20205 members 
Mstep: Class 38 contains 7103 members 
Mstep: Class 39 contains 63476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334816.000000 Penalty: 136258.656250
Iteration 66Q: 40 clusters Score -1.543348e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 3108 members 
Mstep: Class 3 contains 19395 members 
Mstep: Class 4 contains 14420 members 
Mstep: Class 5 contains 5472 members 
Mstep: Class 6 contains 5774 members 
Mstep: Class 7 contains 25155 members 
Mstep: Class 8 contains 69535 members 
Mstep: Class 9 contains 234325 members 
Mstep: Class 10 contains 11483 members 
Mstep: Class 11 contains 1539 members 
Mstep: Class 12 contains 9156 members 
Mstep: Class 13 contains 2477 members 
Mstep: Class 14 contains 32978 members 
Mstep: Class 15 contains 1670 members 
Mstep: Class 16 contains 82683 members 
Mstep: Class 17 contains 44962 members 
Mstep: Class 18 contains 211769 members 
Mstep: Class 19 contains 9056 members 
Mstep: Class 20 contains 17802 members 
Mstep: Class 21 contains 27523 members 
Mstep: Class 22 contains 20838 members 
Mstep: Class 23 contains 8152 members 
Mstep: Class 24 contains 6037 members 
Mstep: Class 25 contains 7428 members 
Mstep: Class 26 contains 11859 members 
Mstep: Class 27 contains 19907 members 
Mstep: Class 28 contains 101228 members 
Mstep: Class 29 contains 4054 members 
Mstep: Class 30 contains 5399 members 
Mstep: Class 31 contains 19942 members 
Mstep: Class 32 contains 3719 members 
Mstep: Class 33 contains 1445 members 
Mstep: Class 34 contains 14152 members 
Mstep: Class 35 contains 56842 members 
Mstep: Class 36 contains 94511 members 
Mstep: Class 37 contains 20183 members 
Mstep: Class 38 contains 7071 members 
Mstep: Class 39 contains 63503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334656.000000 Penalty: 136258.656250
Iteration 67Q: 40 clusters Score -1.543347e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 19391 members 
Mstep: Class 4 contains 14437 members 
Mstep: Class 5 contains 5474 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 25244 members 
Mstep: Class 8 contains 69550 members 
Mstep: Class 9 contains 234290 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 9156 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 32966 members 
Mstep: Class 15 contains 1670 members 
Mstep: Class 16 contains 82756 members 
Mstep: Class 17 contains 45003 members 
Mstep: Class 18 contains 211694 members 
Mstep: Class 19 contains 9074 members 
Mstep: Class 20 contains 17806 members 
Mstep: Class 21 contains 27573 members 
Mstep: Class 22 contains 20794 members 
Mstep: Class 23 contains 8170 members 
Mstep: Class 24 contains 6037 members 
Mstep: Class 25 contains 7430 members 
Mstep: Class 26 contains 11736 members 
Mstep: Class 27 contains 19898 members 
Mstep: Class 28 contains 101201 members 
Mstep: Class 29 contains 4039 members 
Mstep: Class 30 contains 5397 members 
Mstep: Class 31 contains 19940 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 1448 members 
Mstep: Class 34 contains 14150 members 
Mstep: Class 35 contains 56904 members 
Mstep: Class 36 contains 94516 members 
Mstep: Class 37 contains 20167 members 
Mstep: Class 38 contains 7043 members 
Mstep: Class 39 contains 63527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334576.000000 Penalty: 136258.656250
Iteration 68Q: 40 clusters Score -1.543346e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 19390 members 
Mstep: Class 4 contains 14450 members 
Mstep: Class 5 contains 5473 members 
Mstep: Class 6 contains 5744 members 
Mstep: Class 7 contains 25348 members 
Mstep: Class 8 contains 69567 members 
Mstep: Class 9 contains 234253 members 
Mstep: Class 10 contains 11511 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 9153 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 32957 members 
Mstep: Class 15 contains 1672 members 
Mstep: Class 16 contains 82851 members 
Mstep: Class 17 contains 45032 members 
Mstep: Class 18 contains 211620 members 
Mstep: Class 19 contains 9085 members 
Mstep: Class 20 contains 17811 members 
Mstep: Class 21 contains 27624 members 
Mstep: Class 22 contains 20741 members 
Mstep: Class 23 contains 8189 members 
Mstep: Class 24 contains 6036 members 
Mstep: Class 25 contains 7430 members 
Mstep: Class 26 contains 11598 members 
Mstep: Class 27 contains 19880 members 
Mstep: Class 28 contains 101173 members 
Mstep: Class 29 contains 4023 members 
Mstep: Class 30 contains 5399 members 
Mstep: Class 31 contains 19937 members 
Mstep: Class 32 contains 3713 members 
Mstep: Class 33 contains 1445 members 
Mstep: Class 34 contains 14146 members 
Mstep: Class 35 contains 56964 members 
Mstep: Class 36 contains 94524 members 
Mstep: Class 37 contains 20154 members 
Mstep: Class 38 contains 7021 members 
Mstep: Class 39 contains 63539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334432.000000 Penalty: 136258.656250
Iteration 69Q: 40 clusters Score -1.543344e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 19386 members 
Mstep: Class 4 contains 14465 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 5734 members 
Mstep: Class 7 contains 25473 members 
Mstep: Class 8 contains 69574 members 
Mstep: Class 9 contains 234229 members 
Mstep: Class 10 contains 11521 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 9148 members 
Mstep: Class 13 contains 2476 members 
Mstep: Class 14 contains 32950 members 
Mstep: Class 15 contains 1675 members 
Mstep: Class 16 contains 82919 members 
Mstep: Class 17 contains 45068 members 
Mstep: Class 18 contains 211565 members 
Mstep: Class 19 contains 9088 members 
Mstep: Class 20 contains 17813 members 
Mstep: Class 21 contains 27663 members 
Mstep: Class 22 contains 20679 members 
Mstep: Class 23 contains 8206 members 
Mstep: Class 24 contains 6035 members 
Mstep: Class 25 contains 7433 members 
Mstep: Class 26 contains 11437 members 
Mstep: Class 27 contains 19868 members 
Mstep: Class 28 contains 101137 members 
Mstep: Class 29 contains 4011 members 
Mstep: Class 30 contains 5410 members 
Mstep: Class 31 contains 19935 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 1444 members 
Mstep: Class 34 contains 14141 members 
Mstep: Class 35 contains 57011 members 
Mstep: Class 36 contains 94529 members 
Mstep: Class 37 contains 20153 members 
Mstep: Class 38 contains 7003 members 
Mstep: Class 39 contains 63556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334656.000000 Penalty: 136258.656250
Iteration 70Q: 40 clusters Score -1.543347e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 19384 members 
Mstep: Class 4 contains 14479 members 
Mstep: Class 5 contains 5479 members 
Mstep: Class 6 contains 5727 members 
Mstep: Class 7 contains 25609 members 
Mstep: Class 8 contains 69592 members 
Mstep: Class 9 contains 234214 members 
Mstep: Class 10 contains 11528 members 
Mstep: Class 11 contains 1541 members 
Mstep: Class 12 contains 9146 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 32953 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 82978 members 
Mstep: Class 17 contains 45101 members 
Mstep: Class 18 contains 211512 members 
Mstep: Class 19 contains 9097 members 
Mstep: Class 20 contains 17814 members 
Mstep: Class 21 contains 27702 members 
Mstep: Class 22 contains 20627 members 
Mstep: Class 23 contains 8207 members 
Mstep: Class 24 contains 6035 members 
Mstep: Class 25 contains 7432 members 
Mstep: Class 26 contains 11256 members 
Mstep: Class 27 contains 19856 members 
Mstep: Class 28 contains 101106 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 19940 members 
Mstep: Class 32 contains 3710 members 
Mstep: Class 33 contains 1445 members 
Mstep: Class 34 contains 14130 members 
Mstep: Class 35 contains 57061 members 
Mstep: Class 36 contains 94529 members 
Mstep: Class 37 contains 20141 members 
Mstep: Class 38 contains 6992 members 
Mstep: Class 39 contains 63562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334720.000000 Penalty: 136258.656250
Iteration 71Q: 40 clusters Score -1.543347e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 19385 members 
Mstep: Class 4 contains 14493 members 
Mstep: Class 5 contains 5481 members 
Mstep: Class 6 contains 5719 members 
Mstep: Class 7 contains 25765 members 
Mstep: Class 8 contains 69605 members 
Mstep: Class 9 contains 234189 members 
Mstep: Class 10 contains 11528 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 9142 members 
Mstep: Class 13 contains 2465 members 
Mstep: Class 14 contains 32953 members 
Mstep: Class 15 contains 1680 members 
Mstep: Class 16 contains 83046 members 
Mstep: Class 17 contains 45130 members 
Mstep: Class 18 contains 211474 members 
Mstep: Class 19 contains 9106 members 
Mstep: Class 20 contains 17817 members 
Mstep: Class 21 contains 27744 members 
Mstep: Class 22 contains 20583 members 
Mstep: Class 23 contains 8206 members 
Mstep: Class 24 contains 6035 members 
Mstep: Class 25 contains 7429 members 
Mstep: Class 26 contains 11052 members 
Mstep: Class 27 contains 19840 members 
Mstep: Class 28 contains 101083 members 
Mstep: Class 29 contains 3994 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 19944 members 
Mstep: Class 32 contains 3708 members 
Mstep: Class 33 contains 1449 members 
Mstep: Class 34 contains 14117 members 
Mstep: Class 35 contains 57126 members 
Mstep: Class 36 contains 94520 members 
Mstep: Class 37 contains 20119 members 
Mstep: Class 38 contains 6985 members 
Mstep: Class 39 contains 63558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334400.000000 Penalty: 136258.656250
Iteration 72Q: 40 clusters Score -1.543344e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3096 members 
Mstep: Class 3 contains 19384 members 
Mstep: Class 4 contains 14508 members 
Mstep: Class 5 contains 5484 members 
Mstep: Class 6 contains 5711 members 
Mstep: Class 7 contains 25938 members 
Mstep: Class 8 contains 69624 members 
Mstep: Class 9 contains 234173 members 
Mstep: Class 10 contains 11533 members 
Mstep: Class 11 contains 1539 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 13 contains 2461 members 
Mstep: Class 14 contains 32946 members 
Mstep: Class 15 contains 1680 members 
Mstep: Class 16 contains 83109 members 
Mstep: Class 17 contains 45149 members 
Mstep: Class 18 contains 211436 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 17816 members 
Mstep: Class 21 contains 27783 members 
Mstep: Class 22 contains 20549 members 
Mstep: Class 23 contains 8206 members 
Mstep: Class 24 contains 6035 members 
Mstep: Class 25 contains 7422 members 
Mstep: Class 26 contains 10839 members 
Mstep: Class 27 contains 19826 members 
Mstep: Class 28 contains 101059 members 
Mstep: Class 29 contains 3991 members 
Mstep: Class 30 contains 5494 members 
Mstep: Class 31 contains 19948 members 
Mstep: Class 32 contains 3708 members 
Mstep: Class 33 contains 1447 members 
Mstep: Class 34 contains 14099 members 
Mstep: Class 35 contains 57176 members 
Mstep: Class 36 contains 94518 members 
Mstep: Class 37 contains 20083 members 
Mstep: Class 38 contains 6980 members 
Mstep: Class 39 contains 63563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334496.000000 Penalty: 136258.656250
Iteration 73Q: 40 clusters Score -1.543345e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 19384 members 
Mstep: Class 4 contains 14517 members 
Mstep: Class 5 contains 5484 members 
Mstep: Class 6 contains 5704 members 
Mstep: Class 7 contains 26139 members 
Mstep: Class 8 contains 69639 members 
Mstep: Class 9 contains 234153 members 
Mstep: Class 10 contains 11536 members 
Mstep: Class 11 contains 1538 members 
Mstep: Class 12 contains 9137 members 
Mstep: Class 13 contains 2457 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 1683 members 
Mstep: Class 16 contains 83157 members 
Mstep: Class 17 contains 45175 members 
Mstep: Class 18 contains 211402 members 
Mstep: Class 19 contains 9112 members 
Mstep: Class 20 contains 17816 members 
Mstep: Class 21 contains 27813 members 
Mstep: Class 22 contains 20527 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 6037 members 
Mstep: Class 25 contains 7419 members 
Mstep: Class 26 contains 10632 members 
Mstep: Class 27 contains 19815 members 
Mstep: Class 28 contains 101039 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 5542 members 
Mstep: Class 31 contains 19956 members 
Mstep: Class 32 contains 3707 members 
Mstep: Class 33 contains 1442 members 
Mstep: Class 34 contains 14070 members 
Mstep: Class 35 contains 57198 members 
Mstep: Class 36 contains 94515 members 
Mstep: Class 37 contains 20055 members 
Mstep: Class 38 contains 6967 members 
Mstep: Class 39 contains 63564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334240.000000 Penalty: 136258.656250
Iteration 74Q: 40 clusters Score -1.543342e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 19384 members 
Mstep: Class 4 contains 14527 members 
Mstep: Class 5 contains 5484 members 
Mstep: Class 6 contains 5690 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 69655 members 
Mstep: Class 9 contains 234135 members 
Mstep: Class 10 contains 11554 members 
Mstep: Class 11 contains 1539 members 
Mstep: Class 12 contains 9135 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 32944 members 
Mstep: Class 15 contains 1681 members 
Mstep: Class 16 contains 83196 members 
Mstep: Class 17 contains 45192 members 
Mstep: Class 18 contains 211359 members 
Mstep: Class 19 contains 9115 members 
Mstep: Class 20 contains 17817 members 
Mstep: Class 21 contains 27836 members 
Mstep: Class 22 contains 20525 members 
Mstep: Class 23 contains 8218 members 
Mstep: Class 24 contains 6036 members 
Mstep: Class 25 contains 7416 members 
Mstep: Class 26 contains 10430 members 
Mstep: Class 27 contains 19803 members 
Mstep: Class 28 contains 101028 members 
Mstep: Class 29 contains 3976 members 
Mstep: Class 30 contains 5584 members 
Mstep: Class 31 contains 19962 members 
Mstep: Class 32 contains 3707 members 
Mstep: Class 33 contains 1440 members 
Mstep: Class 34 contains 14047 members 
Mstep: Class 35 contains 57232 members 
Mstep: Class 36 contains 94516 members 
Mstep: Class 37 contains 20023 members 
Mstep: Class 38 contains 6960 members 
Mstep: Class 39 contains 63556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154334448.000000 Penalty: 136258.656250
Iteration 75Q: 40 clusters Score -1.543344e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 19382 members 
Mstep: Class 4 contains 14537 members 
Mstep: Class 5 contains 5485 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 26485 members 
Mstep: Class 8 contains 69669 members 
Mstep: Class 9 contains 234122 members 
Mstep: Class 10 contains 11563 members 
Mstep: Class 11 contains 1539 members 
Mstep: Class 12 contains 9132 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 32942 members 
Mstep: Class 15 contains 1683 members 
Mstep: Class 16 contains 83231 members 
Mstep: Class 17 contains 45213 members 
Mstep: Class 18 contains 211331 members 
Mstep: Class 19 contains 9112 members 
Mstep: Class 20 contains 17817 members 
Mstep: Class 21 contains 27872 members 
Mstep: Class 22 contains 20502 members 
Mstep: Class 23 contains 8233 members 
Mstep: Class 24 contains 6036 members 
Mstep: Class 25 contains 7412 members 
Mstep: Class 26 contains 10239 members 
Mstep: Class 27 contains 19792 members 
Mstep: Class 28 contains 101002 members 
Mstep: Class 29 contains 3964 members 
Mstep: Class 30 contains 5612 members 
Mstep: Class 31 contains 19967 members 
Mstep: Class 32 contains 3700 members 
Mstep: Class 33 contains 1441 members 
Mstep: Class 34 contains 14046 members 
Mstep: Class 35 contains 57259 members 
Mstep: Class 36 contains 94515 members 
Mstep: Class 37 contains 20005 members 
Mstep: Class 38 contains 6953 members 
Mstep: Class 39 contains 63547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154335088.000000 Penalty: 136258.656250
Iteration 76Q: 40 clusters Score -1.543351e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 3 contains 19381 members 
Mstep: Class 4 contains 14545 members 
Mstep: Class 5 contains 5486 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 7 contains 26654 members 
Mstep: Class 8 contains 69685 members 
Mstep: Class 9 contains 234100 members 
Mstep: Class 10 contains 11561 members 
Mstep: Class 11 contains 1539 members 
Mstep: Class 12 contains 9129 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 32942 members 
Mstep: Class 15 contains 1686 members 
Mstep: Class 16 contains 83273 members 
Mstep: Class 17 contains 45233 members 
Mstep: Class 18 contains 211309 members 
Mstep: Class 19 contains 9113 members 
Mstep: Class 20 contains 17818 members 
Mstep: Class 21 contains 27892 members 
Mstep: Class 22 contains 20494 members 
Mstep: Class 23 contains 8243 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7408 members 
Mstep: Class 26 contains 10059 members 
Mstep: Class 27 contains 19781 members 
Mstep: Class 28 contains 100977 members 
Mstep: Class 29 contains 3959 members 
Mstep: Class 30 contains 5649 members 
Mstep: Class 31 contains 19965 members 
Mstep: Class 32 contains 3696 members 
Mstep: Class 33 contains 1445 members 
Mstep: Class 34 contains 14033 members 
Mstep: Class 35 contains 57282 members 
Mstep: Class 36 contains 94514 members 
Mstep: Class 37 contains 19982 members 
Mstep: Class 38 contains 6949 members 
Mstep: Class 39 contains 63535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154335280.000000 Penalty: 136258.656250
Iteration 77Q: 40 clusters Score -1.543353e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3083 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14552 members 
Mstep: Class 5 contains 5486 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 26800 members 
Mstep: Class 8 contains 69700 members 
Mstep: Class 9 contains 234083 members 
Mstep: Class 10 contains 11571 members 
Mstep: Class 11 contains 1538 members 
Mstep: Class 12 contains 9124 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 32940 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 83312 members 
Mstep: Class 17 contains 45251 members 
Mstep: Class 18 contains 211293 members 
Mstep: Class 19 contains 9116 members 
Mstep: Class 20 contains 17818 members 
Mstep: Class 21 contains 27913 members 
Mstep: Class 22 contains 20474 members 
Mstep: Class 23 contains 8247 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7408 members 
Mstep: Class 26 contains 9895 members 
Mstep: Class 27 contains 19770 members 
Mstep: Class 28 contains 100949 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 19967 members 
Mstep: Class 32 contains 3696 members 
Mstep: Class 33 contains 1439 members 
Mstep: Class 34 contains 14019 members 
Mstep: Class 35 contains 57318 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19947 members 
Mstep: Class 38 contains 6947 members 
Mstep: Class 39 contains 63528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154335360.000000 Penalty: 136258.656250
Iteration 78Q: 40 clusters Score -1.543354e+08 nChanged 697
Entering ConstructFrom: 
Score: -154335360.000000 Penalty: 136258.656250
Entering ConstructFrom: 
Trying to split cluster 1 (16509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Entering Unmasked Estep 
Score: -2050561.625000 Penalty: 2408.491943
	Iteration 0F: 2 clusters Score -2050562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2038775.750000 Penalty: 4816.983887
	Iteration 0F: 3 clusters Score -2038776 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2042605.500000 Penalty: 4816.983887
	Iteration 1F: 3 clusters Score -2042606 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2042931.125000 Penalty: 4816.983887
	Iteration 2F: 3 clusters Score -2042931 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2043169.000000 Penalty: 4816.983887
	Iteration 3Q: 3 clusters Score -2043169 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2043334.250000 Penalty: 4816.983887
	Iteration 4Q: 3 clusters Score -2043334 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2043492.625000 Penalty: 4816.983887
	Iteration 5Q: 3 clusters Score -2043493 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2043641.875000 Penalty: 4816.983887
	Iteration 6Q: 3 clusters Score -2043642 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2043790.625000 Penalty: 4816.983887
	Iteration 7Q: 3 clusters Score -2043791 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2043956.875000 Penalty: 4816.983887
	Iteration 8Q: 3 clusters Score -2043957 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2044146.000000 Penalty: 4816.983887
	Iteration 9Q: 3 clusters Score -2044146 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2044405.625000 Penalty: 4816.983887
	Iteration 10Q: 3 clusters Score -2044406 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2044719.875000 Penalty: 4816.983887
	Iteration 11Q: 3 clusters Score -2044720 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2045131.625000 Penalty: 4816.983887
	Iteration 12Q: 3 clusters Score -2045132 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2045568.125000 Penalty: 4816.983887
	Iteration 13Q: 3 clusters Score -2045568 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2045989.875000 Penalty: 4816.983887
	Iteration 14Q: 3 clusters Score -2045990 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2046443.500000 Penalty: 4816.983887
	Iteration 15Q: 3 clusters Score -2046444 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2046837.375000 Penalty: 4816.983887
	Iteration 16Q: 3 clusters Score -2046837 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2047096.000000 Penalty: 4816.983887
	Iteration 17Q: 3 clusters Score -2047096 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2047288.375000 Penalty: 4816.983887
	Iteration 18Q: 3 clusters Score -2047288 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2047424.250000 Penalty: 4816.983887
	Iteration 19Q: 3 clusters Score -2047424 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2047557.625000 Penalty: 4816.983887
	Iteration 20F: 3 clusters Score -2047558 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2047699.000000 Penalty: 4816.983887
	Iteration 21Q: 3 clusters Score -2047699 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2047836.500000 Penalty: 4816.983887
	Iteration 22Q: 3 clusters Score -2047836 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2047949.625000 Penalty: 4816.983887
	Iteration 23Q: 3 clusters Score -2047950 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2048033.875000 Penalty: 4816.983887
	Iteration 24Q: 3 clusters Score -2048034 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2048092.250000 Penalty: 4816.983887
	Iteration 25Q: 3 clusters Score -2048092 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2048144.125000 Penalty: 4816.983887
	Iteration 26Q: 3 clusters Score -2048144 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2048192.750000 Penalty: 4816.983887
	Iteration 27Q: 3 clusters Score -2048193 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2048222.875000 Penalty: 4816.983887
	Iteration 28Q: 3 clusters Score -2048223 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2048243.750000 Penalty: 4816.983887
	Iteration 29Q: 3 clusters Score -2048244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2048270.125000 Penalty: 4816.983887
	Iteration 30Q: 3 clusters Score -2048270 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2048298.125000 Penalty: 4816.983887
	Iteration 31Q: 3 clusters Score -2048298 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2048318.000000 Penalty: 4816.983887
	Iteration 32Q: 3 clusters Score -2048318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2048338.375000 Penalty: 4816.983887
	Iteration 33Q: 3 clusters Score -2048338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2048349.125000 Penalty: 4816.983887
	Iteration 34Q: 3 clusters Score -2048349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2048367.000000 Penalty: 4816.983887
	Iteration 35Q: 3 clusters Score -2048367 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2048378.000000 Penalty: 4816.983887
	Iteration 36Q: 3 clusters Score -2048378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2048388.375000 Penalty: 4816.983887
	Iteration 37Q: 3 clusters Score -2048388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2048392.500000 Penalty: 4816.983887
	Iteration 38Q: 3 clusters Score -2048392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2048394.500000 Penalty: 4816.983887
	Iteration 39Q: 3 clusters Score -2048394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2048399.875000 Penalty: 4816.983887
	Iteration 40F: 3 clusters Score -2048400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2048406.625000 Penalty: 4816.983887
	Iteration 41Q: 3 clusters Score -2048407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2048413.500000 Penalty: 4816.983887
	Iteration 42Q: 3 clusters Score -2048414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2048415.125000 Penalty: 4816.983887
	Iteration 43Q: 3 clusters Score -2048415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2048416.750000 Penalty: 4816.983887
	Iteration 44Q: 3 clusters Score -2048417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2048414.250000 Penalty: 4816.983887
	Iteration 45Q: 3 clusters Score -2048414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2048419.375000 Penalty: 4816.983887
	Iteration 46Q: 3 clusters Score -2048419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2048424.625000 Penalty: 4816.983887
	Iteration 47Q: 3 clusters Score -2048425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2048430.250000 Penalty: 4816.983887
	Iteration 48Q: 3 clusters Score -2048430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2048433.750000 Penalty: 4816.983887
	Iteration 49Q: 3 clusters Score -2048434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2048436.750000 Penalty: 4816.983887
	Iteration 50Q: 3 clusters Score -2048437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2048440.500000 Penalty: 4816.983887
	Iteration 51Q: 3 clusters Score -2048440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2048448.500000 Penalty: 4816.983887
	Iteration 52Q: 3 clusters Score -2048448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2048454.000000 Penalty: 4816.983887
	Iteration 53Q: 3 clusters Score -2048454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2048459.625000 Penalty: 4816.983887
	Iteration 54Q: 3 clusters Score -2048460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2048467.750000 Penalty: 4816.983887
	Iteration 55Q: 3 clusters Score -2048468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2048474.625000 Penalty: 4816.983887
	Iteration 56Q: 3 clusters Score -2048475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2048475.375000 Penalty: 4816.983887
	Iteration 57Q: 3 clusters Score -2048475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2048478.875000 Penalty: 4816.983887
	Iteration 58Q: 3 clusters Score -2048479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2048485.875000 Penalty: 4816.983887
	Iteration 59Q: 3 clusters Score -2048486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2048492.875000 Penalty: 4816.983887
	Iteration 60F: 3 clusters Score -2048493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2048502.625000 Penalty: 4816.983887
	Iteration 61Q: 3 clusters Score -2048503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2048515.875000 Penalty: 4816.983887
	Iteration 62Q: 3 clusters Score -2048516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2048525.250000 Penalty: 4816.983887
	Iteration 63Q: 3 clusters Score -2048525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2048542.500000 Penalty: 4816.983887
	Iteration 64Q: 3 clusters Score -2048542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2048553.250000 Penalty: 4816.983887
	Iteration 65Q: 3 clusters Score -2048553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2048564.500000 Penalty: 4816.983887
	Iteration 66Q: 3 clusters Score -2048564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2048576.375000 Penalty: 4816.983887
	Iteration 67Q: 3 clusters Score -2048576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2048579.375000 Penalty: 4816.983887
	Iteration 68Q: 3 clusters Score -2048579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2048583.625000 Penalty: 4816.983887
	Iteration 69Q: 3 clusters Score -2048584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2048589.875000 Penalty: 4816.983887
	Iteration 70Q: 3 clusters Score -2048590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2048592.750000 Penalty: 4816.983887
	Iteration 71Q: 3 clusters Score -2048593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2048592.875000 Penalty: 4816.983887
	Iteration 72Q: 3 clusters Score -2048593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2048595.500000 Penalty: 4816.983887
	Iteration 73Q: 3 clusters Score -2048596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2048594.875000 Penalty: 4816.983887
	Iteration 74Q: 3 clusters Score -2048595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2048596.375000 Penalty: 4816.983887
	Iteration 75Q: 3 clusters Score -2048596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2048598.000000 Penalty: 4816.983887
	Iteration 76Q: 3 clusters Score -2048598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2048596.625000 Penalty: 4816.983887
	Iteration 77Q: 3 clusters Score -2048597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2048602.375000 Penalty: 4816.983887
	Iteration 78Q: 3 clusters Score -2048602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2048602.250000 Penalty: 4816.983887
	Iteration 79Q: 3 clusters Score -2048602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2048601.625000 Penalty: 4816.983887
	Iteration 80F: 3 clusters Score -2048602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2048602.000000 Penalty: 4816.983887
	Iteration 81Q: 3 clusters Score -2048602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2048599.250000 Penalty: 4816.983887
	Iteration 82Q: 3 clusters Score -2048599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2048599.250000 Penalty: 4816.983887
	Iteration 83F: 3 clusters Score -2048599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -301037.468750 Penalty: 1992.588379
	Iteration 0F: 2 clusters Score -301037.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -297824.125000 Penalty: 3985.176758
	Iteration 0F: 3 clusters Score -297824.1 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -298970.781250 Penalty: 3985.176758
	Iteration 1F: 3 clusters Score -298970.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -299972.218750 Penalty: 3985.176758
	Iteration 2F: 3 clusters Score -299972.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -300881.875000 Penalty: 3985.176758
	Iteration 3F: 3 clusters Score -300881.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -301311.718750 Penalty: 3985.176758
	Iteration 4F: 3 clusters Score -301311.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -301442.468750 Penalty: 3985.176758
	Iteration 5Q: 3 clusters Score -301442.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -301500.406250 Penalty: 3985.176758
	Iteration 6Q: 3 clusters Score -301500.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -301548.468750 Penalty: 3985.176758
	Iteration 7Q: 3 clusters Score -301548.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -301601.906250 Penalty: 3985.176758
	Iteration 8Q: 3 clusters Score -301601.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -301661.718750 Penalty: 3985.176758
	Iteration 9Q: 3 clusters Score -301661.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -301742.500000 Penalty: 3985.176758
	Iteration 10Q: 3 clusters Score -301742.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -301874.687500 Penalty: 3985.176758
	Iteration 11Q: 3 clusters Score -301874.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -302010.312500 Penalty: 3985.176758
	Iteration 12Q: 3 clusters Score -302010.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -302159.781250 Penalty: 3985.176758
	Iteration 13Q: 3 clusters Score -302159.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -302272.468750 Penalty: 3985.176758
	Iteration 14Q: 3 clusters Score -302272.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -302318.406250 Penalty: 3985.176758
	Iteration 15Q: 3 clusters Score -302318.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -302331.812500 Penalty: 3985.176758
	Iteration 16Q: 3 clusters Score -302331.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -302336.187500 Penalty: 3985.176758
	Iteration 17Q: 3 clusters Score -302336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -302335.968750 Penalty: 3985.176758
	Iteration 18Q: 3 clusters Score -302336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -302335.968750 Penalty: 3985.176758
	Iteration 19F: 3 clusters Score -302336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 26936 members 
Mstep: Class 8 contains 69715 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 11571 members 
Mstep: Class 11 contains 1537 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 45271 members 
Mstep: Class 18 contains 211267 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 27924 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 1499 members 
Entering Unmasked Estep 
Score: -154334768.000000 Penalty: 139752.468750
Splitting cluster 2 changes total score from -154335360.000000 to -154334768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (19380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Entering Unmasked Estep 
Score: -2447011.500000 Penalty: 2448.255127
	Iteration 0F: 2 clusters Score -2447012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2433361.500000 Penalty: 4896.510254
	Iteration 0F: 3 clusters Score -2433362 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2437960.000000 Penalty: 4896.510254
	Iteration 1F: 3 clusters Score -2437960 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2438412.000000 Penalty: 4896.510254
	Iteration 2F: 3 clusters Score -2438412 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2438889.000000 Penalty: 4896.510254
	Iteration 3F: 3 clusters Score -2438889 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2439429.500000 Penalty: 4896.510254
	Iteration 4F: 3 clusters Score -2439430 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2440037.000000 Penalty: 4896.510254
	Iteration 5F: 3 clusters Score -2440037 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2440789.500000 Penalty: 4896.510254
	Iteration 6F: 3 clusters Score -2440790 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2441590.500000 Penalty: 4896.510254
	Iteration 7F: 3 clusters Score -2441590 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2442390.500000 Penalty: 4896.510254
	Iteration 8F: 3 clusters Score -2442390 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2443043.500000 Penalty: 4896.510254
	Iteration 9Q: 3 clusters Score -2443044 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2443539.250000 Penalty: 4896.510254
	Iteration 10Q: 3 clusters Score -2443539 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2443903.500000 Penalty: 4896.510254
	Iteration 11Q: 3 clusters Score -2443904 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2444167.000000 Penalty: 4896.510254
	Iteration 12Q: 3 clusters Score -2444167 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2444377.500000 Penalty: 4896.510254
	Iteration 13Q: 3 clusters Score -2444378 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2444571.000000 Penalty: 4896.510254
	Iteration 14Q: 3 clusters Score -2444571 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2444685.250000 Penalty: 4896.510254
	Iteration 15Q: 3 clusters Score -2444685 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2444756.500000 Penalty: 4896.510254
	Iteration 16Q: 3 clusters Score -2444756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2444798.500000 Penalty: 4896.510254
	Iteration 17Q: 3 clusters Score -2444798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2444837.000000 Penalty: 4896.510254
	Iteration 18Q: 3 clusters Score -2444837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2444861.000000 Penalty: 4896.510254
	Iteration 19Q: 3 clusters Score -2444861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2444871.250000 Penalty: 4896.510254
	Iteration 20F: 3 clusters Score -2444871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2444877.750000 Penalty: 4896.510254
	Iteration 21Q: 3 clusters Score -2444878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2444894.500000 Penalty: 4896.510254
	Iteration 22Q: 3 clusters Score -2444894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2444897.750000 Penalty: 4896.510254
	Iteration 23Q: 3 clusters Score -2444898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2444897.250000 Penalty: 4896.510254
	Iteration 24Q: 3 clusters Score -2444897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2444903.750000 Penalty: 4896.510254
	Iteration 25Q: 3 clusters Score -2444904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2444905.500000 Penalty: 4896.510254
	Iteration 26Q: 3 clusters Score -2444906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2444905.250000 Penalty: 4896.510254
	Iteration 27Q: 3 clusters Score -2444905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2444906.000000 Penalty: 4896.510254
	Iteration 28Q: 3 clusters Score -2444906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2444909.750000 Penalty: 4896.510254
	Iteration 29Q: 3 clusters Score -2444910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2444910.500000 Penalty: 4896.510254
	Iteration 30Q: 3 clusters Score -2444910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2444913.500000 Penalty: 4896.510254
	Iteration 31Q: 3 clusters Score -2444914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2444913.500000 Penalty: 4896.510254
	Iteration 32Q: 3 clusters Score -2444914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2444913.500000 Penalty: 4896.510254
	Iteration 33F: 3 clusters Score -2444914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Entering Unmasked Estep 
Score: -1712099.375000 Penalty: 2377.319092
	Iteration 0F: 2 clusters Score -1712099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1701541.875000 Penalty: 4754.638184
	Iteration 0F: 3 clusters Score -1701542 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1705131.750000 Penalty: 4754.638184
	Iteration 1F: 3 clusters Score -1705132 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1705627.375000 Penalty: 4754.638184
	Iteration 2F: 3 clusters Score -1705627 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1706024.750000 Penalty: 4754.638184
	Iteration 3F: 3 clusters Score -1706025 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1706452.000000 Penalty: 4754.638184
	Iteration 4F: 3 clusters Score -1706452 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1706933.625000 Penalty: 4754.638184
	Iteration 5F: 3 clusters Score -1706934 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1707508.250000 Penalty: 4754.638184
	Iteration 6F: 3 clusters Score -1707508 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1708232.000000 Penalty: 4754.638184
	Iteration 7F: 3 clusters Score -1708232 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1709266.625000 Penalty: 4754.638184
	Iteration 8F: 3 clusters Score -1709267 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1710648.375000 Penalty: 4754.638184
	Iteration 9F: 3 clusters Score -1710648 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1711700.375000 Penalty: 4754.638184
	Iteration 10F: 3 clusters Score -1711700 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1712122.125000 Penalty: 4754.638184
	Iteration 11Q: 3 clusters Score -1712122 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1712307.125000 Penalty: 4754.638184
	Iteration 12Q: 3 clusters Score -1712307 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1712418.375000 Penalty: 4754.638184
	Iteration 13Q: 3 clusters Score -1712418 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1712455.250000 Penalty: 4754.638184
	Iteration 14Q: 3 clusters Score -1712455 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1712493.500000 Penalty: 4754.638184
	Iteration 15Q: 3 clusters Score -1712494 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1712515.125000 Penalty: 4754.638184
	Iteration 16Q: 3 clusters Score -1712515 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1712526.625000 Penalty: 4754.638184
	Iteration 17Q: 3 clusters Score -1712527 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1712547.875000 Penalty: 4754.638184
	Iteration 18Q: 3 clusters Score -1712548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1712555.250000 Penalty: 4754.638184
	Iteration 19Q: 3 clusters Score -1712555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1712567.000000 Penalty: 4754.638184
	Iteration 20F: 3 clusters Score -1712567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1712570.625000 Penalty: 4754.638184
	Iteration 21Q: 3 clusters Score -1712571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1712579.000000 Penalty: 4754.638184
	Iteration 22Q: 3 clusters Score -1712579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1712589.625000 Penalty: 4754.638184
	Iteration 23Q: 3 clusters Score -1712590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1712602.750000 Penalty: 4754.638184
	Iteration 24Q: 3 clusters Score -1712603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1712607.375000 Penalty: 4754.638184
	Iteration 25Q: 3 clusters Score -1712607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1712618.250000 Penalty: 4754.638184
	Iteration 26Q: 3 clusters Score -1712618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1712631.625000 Penalty: 4754.638184
	Iteration 27Q: 3 clusters Score -1712632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1712629.250000 Penalty: 4754.638184
	Iteration 28Q: 3 clusters Score -1712629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1712638.625000 Penalty: 4754.638184
	Iteration 29Q: 3 clusters Score -1712639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1712636.375000 Penalty: 4754.638184
	Iteration 30Q: 3 clusters Score -1712636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1712643.250000 Penalty: 4754.638184
	Iteration 31Q: 3 clusters Score -1712643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1712650.250000 Penalty: 4754.638184
	Iteration 32Q: 3 clusters Score -1712650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1712655.125000 Penalty: 4754.638184
	Iteration 33Q: 3 clusters Score -1712655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1712659.125000 Penalty: 4754.638184
	Iteration 34Q: 3 clusters Score -1712659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1712662.625000 Penalty: 4754.638184
	Iteration 35Q: 3 clusters Score -1712663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1712665.625000 Penalty: 4754.638184
	Iteration 36Q: 3 clusters Score -1712666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1712665.125000 Penalty: 4754.638184
	Iteration 37Q: 3 clusters Score -1712665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1712662.750000 Penalty: 4754.638184
	Iteration 38Q: 3 clusters Score -1712663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1712667.250000 Penalty: 4754.638184
	Iteration 39Q: 3 clusters Score -1712667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1712670.750000 Penalty: 4754.638184
	Iteration 40F: 3 clusters Score -1712671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1712668.625000 Penalty: 4754.638184
	Iteration 41Q: 3 clusters Score -1712669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1712665.750000 Penalty: 4754.638184
	Iteration 42Q: 3 clusters Score -1712666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1712676.375000 Penalty: 4754.638184
	Iteration 43Q: 3 clusters Score -1712676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1712670.000000 Penalty: 4754.638184
	Iteration 44Q: 3 clusters Score -1712670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1712674.375000 Penalty: 4754.638184
	Iteration 45Q: 3 clusters Score -1712674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1712678.625000 Penalty: 4754.638184
	Iteration 46Q: 3 clusters Score -1712679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1712679.250000 Penalty: 4754.638184
	Iteration 47Q: 3 clusters Score -1712679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1712680.500000 Penalty: 4754.638184
	Iteration 48Q: 3 clusters Score -1712680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1712679.500000 Penalty: 4754.638184
	Iteration 49Q: 3 clusters Score -1712680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1712679.125000 Penalty: 4754.638184
	Iteration 50Q: 3 clusters Score -1712679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1712681.625000 Penalty: 4754.638184
	Iteration 51Q: 3 clusters Score -1712682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1712680.500000 Penalty: 4754.638184
	Iteration 52Q: 3 clusters Score -1712680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1712683.500000 Penalty: 4754.638184
	Iteration 53Q: 3 clusters Score -1712684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1712682.750000 Penalty: 4754.638184
	Iteration 54Q: 3 clusters Score -1712683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1712684.750000 Penalty: 4754.638184
	Iteration 55Q: 3 clusters Score -1712685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1712685.625000 Penalty: 4754.638184
	Iteration 56Q: 3 clusters Score -1712686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1712685.500000 Penalty: 4754.638184
	Iteration 57Q: 3 clusters Score -1712686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1712684.875000 Penalty: 4754.638184
	Iteration 58Q: 3 clusters Score -1712685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1712684.875000 Penalty: 4754.638184
	Iteration 59F: 3 clusters Score -1712685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 6391 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 26936 members 
Mstep: Class 8 contains 69715 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 11571 members 
Mstep: Class 11 contains 1537 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 45271 members 
Mstep: Class 18 contains 211267 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 27924 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 8168 members 
Entering Unmasked Estep 
Score: -154334656.000000 Penalty: 139752.468750
Splitting cluster 4 changes total score from -154335360.000000 to -154334656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Entering Unmasked Estep 
Score: -626525.375000 Penalty: 2135.313965
	Iteration 0F: 2 clusters Score -626525.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -621823.562500 Penalty: 4270.627930
	Iteration 0F: 3 clusters Score -621823.6 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -623357.062500 Penalty: 4270.627930
	Iteration 1F: 3 clusters Score -623357.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -624203.437500 Penalty: 4270.627930
	Iteration 2F: 3 clusters Score -624203.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -625073.062500 Penalty: 4270.627930
	Iteration 3F: 3 clusters Score -625073.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -625663.187500 Penalty: 4270.627930
	Iteration 4F: 3 clusters Score -625663.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -626030.000000 Penalty: 4270.627930
	Iteration 5F: 3 clusters Score -626030 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -626312.625000 Penalty: 4270.627930
	Iteration 6Q: 3 clusters Score -626312.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -626721.187500 Penalty: 4270.627930
	Iteration 7Q: 3 clusters Score -626721.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -627982.937500 Penalty: 4270.627930
	Iteration 8F: 3 clusters Score -627982.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -629702.000000 Penalty: 4270.627930
	Iteration 9F: 3 clusters Score -629702 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -630179.875000 Penalty: 4270.627930
	Iteration 10Q: 3 clusters Score -630179.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -630398.250000 Penalty: 4270.627930
	Iteration 11Q: 3 clusters Score -630398.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -630491.125000 Penalty: 4270.627930
	Iteration 12Q: 3 clusters Score -630491.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -630543.312500 Penalty: 4270.627930
	Iteration 13Q: 3 clusters Score -630543.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -630569.500000 Penalty: 4270.627930
	Iteration 14Q: 3 clusters Score -630569.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -630587.625000 Penalty: 4270.627930
	Iteration 15Q: 3 clusters Score -630587.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -630598.187500 Penalty: 4270.627930
	Iteration 16Q: 3 clusters Score -630598.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -630605.250000 Penalty: 4270.627930
	Iteration 17Q: 3 clusters Score -630605.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -630608.875000 Penalty: 4270.627930
	Iteration 18Q: 3 clusters Score -630608.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -630614.250000 Penalty: 4270.627930
	Iteration 19Q: 3 clusters Score -630614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -630615.562500 Penalty: 4270.627930
	Iteration 20F: 3 clusters Score -630615.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -630616.437500 Penalty: 4270.627930
	Iteration 21Q: 3 clusters Score -630616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -630619.562500 Penalty: 4270.627930
	Iteration 22Q: 3 clusters Score -630619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -630622.875000 Penalty: 4270.627930
	Iteration 23Q: 3 clusters Score -630622.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -630625.750000 Penalty: 4270.627930
	Iteration 24Q: 3 clusters Score -630625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -630625.500000 Penalty: 4270.627930
	Iteration 25Q: 3 clusters Score -630625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -630628.625000 Penalty: 4270.627930
	Iteration 26Q: 3 clusters Score -630628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -630627.750000 Penalty: 4270.627930
	Iteration 27Q: 3 clusters Score -630627.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -630627.750000 Penalty: 4270.627930
	Iteration 28F: 3 clusters Score -630627.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 26936 members 
Mstep: Class 8 contains 69715 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 11571 members 
Mstep: Class 11 contains 1537 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 45271 members 
Mstep: Class 18 contains 211267 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 27924 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Entering Unmasked Estep 
Score: -154337952.000000 Penalty: 139752.468750
Splitting cluster 5 changes total score from -154335360.000000 to -154337952.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 6 (5664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Entering Unmasked Estep 
Score: -661905.937500 Penalty: 2143.187744
	Iteration 0F: 2 clusters Score -661905.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -656962.187500 Penalty: 4286.375488
	Iteration 0F: 3 clusters Score -656962.2 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -658255.937500 Penalty: 4286.375488
	Iteration 1F: 3 clusters Score -658255.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -658678.562500 Penalty: 4286.375488
	Iteration 2F: 3 clusters Score -658678.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -659180.687500 Penalty: 4286.375488
	Iteration 3F: 3 clusters Score -659180.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -659816.625000 Penalty: 4286.375488
	Iteration 4F: 3 clusters Score -659816.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -660514.312500 Penalty: 4286.375488
	Iteration 5F: 3 clusters Score -660514.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -660904.875000 Penalty: 4286.375488
	Iteration 6F: 3 clusters Score -660904.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -661076.562500 Penalty: 4286.375488
	Iteration 7Q: 3 clusters Score -661076.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -661145.937500 Penalty: 4286.375488
	Iteration 8Q: 3 clusters Score -661145.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -661177.750000 Penalty: 4286.375488
	Iteration 9Q: 3 clusters Score -661177.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -661196.812500 Penalty: 4286.375488
	Iteration 10Q: 3 clusters Score -661196.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -661204.187500 Penalty: 4286.375488
	Iteration 11Q: 3 clusters Score -661204.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -661207.875000 Penalty: 4286.375488
	Iteration 12Q: 3 clusters Score -661207.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -661209.187500 Penalty: 4286.375488
	Iteration 13Q: 3 clusters Score -661209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -661209.625000 Penalty: 4286.375488
	Iteration 14Q: 3 clusters Score -661209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -661210.875000 Penalty: 4286.375488
	Iteration 15Q: 3 clusters Score -661210.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -661213.750000 Penalty: 4286.375488
	Iteration 16Q: 3 clusters Score -661213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -661214.437500 Penalty: 4286.375488
	Iteration 17Q: 3 clusters Score -661214.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -661214.312500 Penalty: 4286.375488
	Iteration 18Q: 3 clusters Score -661214.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -661214.312500 Penalty: 4286.375488
	Iteration 19F: 3 clusters Score -661214.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Entering Unmasked Estep 
Score: -3153353.500000 Penalty: 2529.902100
	Iteration 0F: 2 clusters Score -3153354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3134803.250000 Penalty: 5059.804199
	Iteration 0F: 3 clusters Score -3134803 nChanged 12047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3142083.750000 Penalty: 5059.804199
	Iteration 1F: 3 clusters Score -3142084 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3143965.500000 Penalty: 5059.804199
	Iteration 2F: 3 clusters Score -3143966 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3146133.000000 Penalty: 5059.804199
	Iteration 3F: 3 clusters Score -3146133 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3148770.000000 Penalty: 5059.804199
	Iteration 4F: 3 clusters Score -3148770 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3151523.500000 Penalty: 5059.804199
	Iteration 5F: 3 clusters Score -3151524 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3153187.750000 Penalty: 5059.804199
	Iteration 6F: 3 clusters Score -3153188 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3154034.500000 Penalty: 5059.804199
	Iteration 7Q: 3 clusters Score -3154034 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3154475.250000 Penalty: 5059.804199
	Iteration 8Q: 3 clusters Score -3154475 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -3154720.500000 Penalty: 5059.804199
	Iteration 9Q: 3 clusters Score -3154720 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -3154882.500000 Penalty: 5059.804199
	Iteration 10Q: 3 clusters Score -3154882 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3155013.500000 Penalty: 5059.804199
	Iteration 11Q: 3 clusters Score -3155014 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3155103.000000 Penalty: 5059.804199
	Iteration 12Q: 3 clusters Score -3155103 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3155165.250000 Penalty: 5059.804199
	Iteration 13Q: 3 clusters Score -3155165 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3155214.750000 Penalty: 5059.804199
	Iteration 14Q: 3 clusters Score -3155215 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3155256.750000 Penalty: 5059.804199
	Iteration 15Q: 3 clusters Score -3155257 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3155295.250000 Penalty: 5059.804199
	Iteration 16Q: 3 clusters Score -3155295 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3155335.250000 Penalty: 5059.804199
	Iteration 17Q: 3 clusters Score -3155335 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3155336.750000 Penalty: 5059.804199
	Iteration 18Q: 3 clusters Score -3155337 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3155364.500000 Penalty: 5059.804199
	Iteration 19Q: 3 clusters Score -3155364 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -3155381.750000 Penalty: 5059.804199
	Iteration 20F: 3 clusters Score -3155382 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3155399.250000 Penalty: 5059.804199
	Iteration 21Q: 3 clusters Score -3155399 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3155421.000000 Penalty: 5059.804199
	Iteration 22Q: 3 clusters Score -3155421 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3155448.250000 Penalty: 5059.804199
	Iteration 23Q: 3 clusters Score -3155448 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3155491.500000 Penalty: 5059.804199
	Iteration 24Q: 3 clusters Score -3155492 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3155521.750000 Penalty: 5059.804199
	Iteration 25Q: 3 clusters Score -3155522 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3155540.250000 Penalty: 5059.804199
	Iteration 26Q: 3 clusters Score -3155540 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -3155567.750000 Penalty: 5059.804199
	Iteration 27Q: 3 clusters Score -3155568 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3155583.750000 Penalty: 5059.804199
	Iteration 28Q: 3 clusters Score -3155584 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -3155624.500000 Penalty: 5059.804199
	Iteration 29Q: 3 clusters Score -3155624 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3155685.750000 Penalty: 5059.804199
	Iteration 30Q: 3 clusters Score -3155686 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3155739.250000 Penalty: 5059.804199
	Iteration 31Q: 3 clusters Score -3155739 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3155802.000000 Penalty: 5059.804199
	Iteration 32Q: 3 clusters Score -3155802 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3155862.250000 Penalty: 5059.804199
	Iteration 33Q: 3 clusters Score -3155862 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3155907.000000 Penalty: 5059.804199
	Iteration 34Q: 3 clusters Score -3155907 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3155970.250000 Penalty: 5059.804199
	Iteration 35Q: 3 clusters Score -3155970 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -3156011.750000 Penalty: 5059.804199
	Iteration 36Q: 3 clusters Score -3156012 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -3156028.500000 Penalty: 5059.804199
	Iteration 37Q: 3 clusters Score -3156028 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3156033.250000 Penalty: 5059.804199
	Iteration 38Q: 3 clusters Score -3156033 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3156040.000000 Penalty: 5059.804199
	Iteration 39Q: 3 clusters Score -3156040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3156045.250000 Penalty: 5059.804199
	Iteration 40F: 3 clusters Score -3156045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3156044.250000 Penalty: 5059.804199
	Iteration 41Q: 3 clusters Score -3156044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3156053.250000 Penalty: 5059.804199
	Iteration 42Q: 3 clusters Score -3156053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3156053.500000 Penalty: 5059.804199
	Iteration 43Q: 3 clusters Score -3156054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -3156063.500000 Penalty: 5059.804199
	Iteration 44Q: 3 clusters Score -3156064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3156060.250000 Penalty: 5059.804199
	Iteration 45Q: 3 clusters Score -3156060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3156054.000000 Penalty: 5059.804199
	Iteration 46Q: 3 clusters Score -3156054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3156067.500000 Penalty: 5059.804199
	Iteration 47Q: 3 clusters Score -3156068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -3156064.500000 Penalty: 5059.804199
	Iteration 48Q: 3 clusters Score -3156064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3156061.750000 Penalty: 5059.804199
	Iteration 49Q: 3 clusters Score -3156062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -3156065.750000 Penalty: 5059.804199
	Iteration 50Q: 3 clusters Score -3156066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3156069.250000 Penalty: 5059.804199
	Iteration 51Q: 3 clusters Score -3156069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3156067.000000 Penalty: 5059.804199
	Iteration 52Q: 3 clusters Score -3156067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3156067.000000 Penalty: 5059.804199
	Iteration 53Q: 3 clusters Score -3156067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3156067.000000 Penalty: 5059.804199
	Iteration 54F: 3 clusters Score -3156067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 69715 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 11571 members 
Mstep: Class 11 contains 1537 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 45271 members 
Mstep: Class 18 contains 211267 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 27924 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Entering Unmasked Estep 
Score: -154339536.000000 Penalty: 143246.281250
Splitting cluster 7 changes total score from -154335360.000000 to -154339536.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 8 (69715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Entering Unmasked Estep 
Score: -8577222.000000 Penalty: 2765.738525
	Iteration 0F: 2 clusters Score -8577222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -8530742.000000 Penalty: 5531.477051
	Iteration 0F: 3 clusters Score -8530742 nChanged 32587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -8549947.000000 Penalty: 5531.477051
	Iteration 1F: 3 clusters Score -8549947 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -8551499.000000 Penalty: 5531.477051
	Iteration 2Q: 3 clusters Score -8551499 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -8553490.000000 Penalty: 5531.477051
	Iteration 3F: 3 clusters Score -8553490 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -8556278.000000 Penalty: 5531.477051
	Iteration 4F: 3 clusters Score -8556278 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -8559589.000000 Penalty: 5531.477051
	Iteration 5F: 3 clusters Score -8559589 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -8563067.000000 Penalty: 5531.477051
	Iteration 6F: 3 clusters Score -8563067 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -8566200.000000 Penalty: 5531.477051
	Iteration 7F: 3 clusters Score -8566200 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -8569077.000000 Penalty: 5531.477051
	Iteration 8F: 3 clusters Score -8569077 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -8571922.000000 Penalty: 5531.477051
	Iteration 9Q: 3 clusters Score -8571922 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -8574170.000000 Penalty: 5531.477051
	Iteration 10Q: 3 clusters Score -8574170 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -8575548.000000 Penalty: 5531.477051
	Iteration 11Q: 3 clusters Score -8575548 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -8576279.000000 Penalty: 5531.477051
	Iteration 12Q: 3 clusters Score -8576279 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -8576745.000000 Penalty: 5531.477051
	Iteration 13Q: 3 clusters Score -8576745 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -8577032.000000 Penalty: 5531.477051
	Iteration 14Q: 3 clusters Score -8577032 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -8577291.000000 Penalty: 5531.477051
	Iteration 15Q: 3 clusters Score -8577291 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -8577483.000000 Penalty: 5531.477051
	Iteration 16Q: 3 clusters Score -8577483 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -8577597.000000 Penalty: 5531.477051
	Iteration 17Q: 3 clusters Score -8577597 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -8577741.000000 Penalty: 5531.477051
	Iteration 18Q: 3 clusters Score -8577741 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -8577838.000000 Penalty: 5531.477051
	Iteration 19Q: 3 clusters Score -8577838 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -8577910.000000 Penalty: 5531.477051
	Iteration 20F: 3 clusters Score -8577910 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -8577937.000000 Penalty: 5531.477051
	Iteration 21Q: 3 clusters Score -8577937 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -8578013.000000 Penalty: 5531.477051
	Iteration 22Q: 3 clusters Score -8578013 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -8578022.000000 Penalty: 5531.477051
	Iteration 23Q: 3 clusters Score -8578022 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -8578103.000000 Penalty: 5531.477051
	Iteration 24Q: 3 clusters Score -8578103 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -8578137.000000 Penalty: 5531.477051
	Iteration 25Q: 3 clusters Score -8578137 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -8578154.000000 Penalty: 5531.477051
	Iteration 26Q: 3 clusters Score -8578154 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -8578231.000000 Penalty: 5531.477051
	Iteration 27Q: 3 clusters Score -8578231 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -8578272.000000 Penalty: 5531.477051
	Iteration 28Q: 3 clusters Score -8578272 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -8578352.000000 Penalty: 5531.477051
	Iteration 29Q: 3 clusters Score -8578352 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -8578387.000000 Penalty: 5531.477051
	Iteration 30Q: 3 clusters Score -8578387 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -8578446.000000 Penalty: 5531.477051
	Iteration 31Q: 3 clusters Score -8578446 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -8578469.000000 Penalty: 5531.477051
	Iteration 32Q: 3 clusters Score -8578469 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -8578537.000000 Penalty: 5531.477051
	Iteration 33Q: 3 clusters Score -8578537 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -8578607.000000 Penalty: 5531.477051
	Iteration 34Q: 3 clusters Score -8578607 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -8578673.000000 Penalty: 5531.477051
	Iteration 35Q: 3 clusters Score -8578673 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -8578729.000000 Penalty: 5531.477051
	Iteration 36Q: 3 clusters Score -8578729 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -8578777.000000 Penalty: 5531.477051
	Iteration 37Q: 3 clusters Score -8578777 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -8578864.000000 Penalty: 5531.477051
	Iteration 38Q: 3 clusters Score -8578864 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -8578922.000000 Penalty: 5531.477051
	Iteration 39Q: 3 clusters Score -8578922 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -8579006.000000 Penalty: 5531.477051
	Iteration 40F: 3 clusters Score -8579006 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -8579155.000000 Penalty: 5531.477051
	Iteration 41Q: 3 clusters Score -8579155 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -8579281.000000 Penalty: 5531.477051
	Iteration 42Q: 3 clusters Score -8579281 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -8579431.000000 Penalty: 5531.477051
	Iteration 43Q: 3 clusters Score -8579431 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -8579593.000000 Penalty: 5531.477051
	Iteration 44Q: 3 clusters Score -8579593 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -8579810.000000 Penalty: 5531.477051
	Iteration 45Q: 3 clusters Score -8579810 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -8580081.000000 Penalty: 5531.477051
	Iteration 46Q: 3 clusters Score -8580081 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -8580337.000000 Penalty: 5531.477051
	Iteration 47Q: 3 clusters Score -8580337 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -8580604.000000 Penalty: 5531.477051
	Iteration 48Q: 3 clusters Score -8580604 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -8580877.000000 Penalty: 5531.477051
	Iteration 49Q: 3 clusters Score -8580877 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -8581129.000000 Penalty: 5531.477051
	Iteration 50Q: 3 clusters Score -8581129 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -8581474.000000 Penalty: 5531.477051
	Iteration 51Q: 3 clusters Score -8581474 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -8581827.000000 Penalty: 5531.477051
	Iteration 52Q: 3 clusters Score -8581827 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -8582217.000000 Penalty: 5531.477051
	Iteration 53Q: 3 clusters Score -8582217 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -8582544.000000 Penalty: 5531.477051
	Iteration 54Q: 3 clusters Score -8582544 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -8582748.000000 Penalty: 5531.477051
	Iteration 55Q: 3 clusters Score -8582748 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -8582938.000000 Penalty: 5531.477051
	Iteration 56Q: 3 clusters Score -8582938 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -8583071.000000 Penalty: 5531.477051
	Iteration 57Q: 3 clusters Score -8583071 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -8583154.000000 Penalty: 5531.477051
	Iteration 58Q: 3 clusters Score -8583154 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -8583207.000000 Penalty: 5531.477051
	Iteration 59Q: 3 clusters Score -8583207 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -8583345.000000 Penalty: 5531.477051
	Iteration 60F: 3 clusters Score -8583345 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -8583392.000000 Penalty: 5531.477051
	Iteration 61Q: 3 clusters Score -8583392 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -8583460.000000 Penalty: 5531.477051
	Iteration 62Q: 3 clusters Score -8583460 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -8583508.000000 Penalty: 5531.477051
	Iteration 63Q: 3 clusters Score -8583508 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -8583564.000000 Penalty: 5531.477051
	Iteration 64Q: 3 clusters Score -8583564 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -8583547.000000 Penalty: 5531.477051
	Iteration 65Q: 3 clusters Score -8583547 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -8583570.000000 Penalty: 5531.477051
	Iteration 66Q: 3 clusters Score -8583570 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -8583588.000000 Penalty: 5531.477051
	Iteration 67Q: 3 clusters Score -8583588 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -8583583.000000 Penalty: 5531.477051
	Iteration 68Q: 3 clusters Score -8583583 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -8583608.000000 Penalty: 5531.477051
	Iteration 69Q: 3 clusters Score -8583608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -8583604.000000 Penalty: 5531.477051
	Iteration 70Q: 3 clusters Score -8583604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -8583606.000000 Penalty: 5531.477051
	Iteration 71Q: 3 clusters Score -8583606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -8583597.000000 Penalty: 5531.477051
	Iteration 72Q: 3 clusters Score -8583597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -8583618.000000 Penalty: 5531.477051
	Iteration 73Q: 3 clusters Score -8583618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -8583602.000000 Penalty: 5531.477051
	Iteration 74Q: 3 clusters Score -8583602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -8583605.000000 Penalty: 5531.477051
	Iteration 75Q: 3 clusters Score -8583605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -8583606.000000 Penalty: 5531.477051
	Iteration 76Q: 3 clusters Score -8583606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -8583600.000000 Penalty: 5531.477051
	Iteration 77Q: 3 clusters Score -8583600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -8583596.000000 Penalty: 5531.477051
	Iteration 78Q: 3 clusters Score -8583596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -8583595.000000 Penalty: 5531.477051
	Iteration 79Q: 3 clusters Score -8583595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -8583592.000000 Penalty: 5531.477051
	Iteration 80F: 3 clusters Score -8583592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -8583589.000000 Penalty: 5531.477051
	Iteration 81Q: 3 clusters Score -8583589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -8583577.000000 Penalty: 5531.477051
	Iteration 82Q: 3 clusters Score -8583577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -8583572.000000 Penalty: 5531.477051
	Iteration 83Q: 3 clusters Score -8583572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -8583573.000000 Penalty: 5531.477051
	Iteration 84Q: 3 clusters Score -8583573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -8583580.000000 Penalty: 5531.477051
	Iteration 85Q: 3 clusters Score -8583580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -8583577.000000 Penalty: 5531.477051
	Iteration 86Q: 3 clusters Score -8583577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -8583587.000000 Penalty: 5531.477051
	Iteration 87Q: 3 clusters Score -8583587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -8583592.000000 Penalty: 5531.477051
	Iteration 88Q: 3 clusters Score -8583592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -8583593.000000 Penalty: 5531.477051
	Iteration 89Q: 3 clusters Score -8583593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -8583593.000000 Penalty: 5531.477051
	Iteration 90Q: 3 clusters Score -8583593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -8583594.000000 Penalty: 5531.477051
	Iteration 91Q: 3 clusters Score -8583594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -8583592.000000 Penalty: 5531.477051
	Iteration 92Q: 3 clusters Score -8583592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -8583590.000000 Penalty: 5531.477051
	Iteration 93Q: 3 clusters Score -8583590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -8583595.000000 Penalty: 5531.477051
	Iteration 94Q: 3 clusters Score -8583595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -8583604.000000 Penalty: 5531.477051
	Iteration 95Q: 3 clusters Score -8583604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -8583601.000000 Penalty: 5531.477051
	Iteration 96Q: 3 clusters Score -8583601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -8583601.000000 Penalty: 5531.477051
	Iteration 97F: 3 clusters Score -8583601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 11571 members 
Mstep: Class 11 contains 1537 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 45271 members 
Mstep: Class 18 contains 211267 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 27924 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Entering Unmasked Estep 
Score: -154345680.000000 Penalty: 146740.093750
Splitting cluster 8 changes total score from -154335360.000000 to -154345680.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 9 (234065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234065 members 
Entering Unmasked Estep 
Score: -28647254.000000 Penalty: 3066.111816
	Iteration 0F: 2 clusters Score -2.864725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117208 members 
Mstep: Class 2 contains 116857 members 
Entering Unmasked Estep 
Score: -28502180.000000 Penalty: 6132.223633
	Iteration 0F: 3 clusters Score -2.850218e+07 nChanged 112950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118430 members 
Mstep: Class 2 contains 115635 members 
Entering Unmasked Estep 
Score: -28569240.000000 Penalty: 6132.223633
	Iteration 1F: 3 clusters Score -2.856924e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117847 members 
Mstep: Class 2 contains 116218 members 
Entering Unmasked Estep 
Score: -28571710.000000 Penalty: 6132.223633
	Iteration 2Q: 3 clusters Score -2.857171e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116551 members 
Mstep: Class 2 contains 117514 members 
Entering Unmasked Estep 
Score: -28576556.000000 Penalty: 6132.223633
	Iteration 3Q: 3 clusters Score -2.857656e+07 nChanged 13238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114291 members 
Mstep: Class 2 contains 119774 members 
Entering Unmasked Estep 
Score: -28583904.000000 Penalty: 6132.223633
	Iteration 4F: 3 clusters Score -2.85839e+07 nChanged 15913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111388 members 
Mstep: Class 2 contains 122677 members 
Entering Unmasked Estep 
Score: -28593776.000000 Penalty: 6132.223633
	Iteration 5F: 3 clusters Score -2.859378e+07 nChanged 16771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108701 members 
Mstep: Class 2 contains 125364 members 
Entering Unmasked Estep 
Score: -28603944.000000 Penalty: 6132.223633
	Iteration 6F: 3 clusters Score -2.860394e+07 nChanged 15203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107308 members 
Mstep: Class 2 contains 126757 members 
Entering Unmasked Estep 
Score: -28611462.000000 Penalty: 6132.223633
	Iteration 7F: 3 clusters Score -2.861146e+07 nChanged 12075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107331 members 
Mstep: Class 2 contains 126734 members 
Entering Unmasked Estep 
Score: -28616268.000000 Penalty: 6132.223633
	Iteration 8F: 3 clusters Score -2.861627e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108560 members 
Mstep: Class 2 contains 125505 members 
Entering Unmasked Estep 
Score: -28618926.000000 Penalty: 6132.223633
	Iteration 9Q: 3 clusters Score -2.861893e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110463 members 
Mstep: Class 2 contains 123602 members 
Entering Unmasked Estep 
Score: -28620568.000000 Penalty: 6132.223633
	Iteration 10Q: 3 clusters Score -2.862057e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112888 members 
Mstep: Class 2 contains 121177 members 
Entering Unmasked Estep 
Score: -28621556.000000 Penalty: 6132.223633
	Iteration 11Q: 3 clusters Score -2.862156e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115663 members 
Mstep: Class 2 contains 118402 members 
Entering Unmasked Estep 
Score: -28622434.000000 Penalty: 6132.223633
	Iteration 12Q: 3 clusters Score -2.862243e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118874 members 
Mstep: Class 2 contains 115191 members 
Entering Unmasked Estep 
Score: -28623250.000000 Penalty: 6132.223633
	Iteration 13Q: 3 clusters Score -2.862325e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122422 members 
Mstep: Class 2 contains 111643 members 
Entering Unmasked Estep 
Score: -28623998.000000 Penalty: 6132.223633
	Iteration 14Q: 3 clusters Score -2.8624e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126268 members 
Mstep: Class 2 contains 107797 members 
Entering Unmasked Estep 
Score: -28624876.000000 Penalty: 6132.223633
	Iteration 15Q: 3 clusters Score -2.862488e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130530 members 
Mstep: Class 2 contains 103535 members 
Entering Unmasked Estep 
Score: -28625848.000000 Penalty: 6132.223633
	Iteration 16Q: 3 clusters Score -2.862585e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135039 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -28626852.000000 Penalty: 6132.223633
	Iteration 17Q: 3 clusters Score -2.862685e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139676 members 
Mstep: Class 2 contains 94389 members 
Entering Unmasked Estep 
Score: -28627652.000000 Penalty: 6132.223633
	Iteration 18Q: 3 clusters Score -2.862765e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144425 members 
Mstep: Class 2 contains 89640 members 
Entering Unmasked Estep 
Score: -28628784.000000 Penalty: 6132.223633
	Iteration 19Q: 3 clusters Score -2.862878e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149393 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -28629834.000000 Penalty: 6132.223633
	Iteration 20F: 3 clusters Score -2.862983e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154693 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -28631046.000000 Penalty: 6132.223633
	Iteration 21Q: 3 clusters Score -2.863105e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160126 members 
Mstep: Class 2 contains 73939 members 
Entering Unmasked Estep 
Score: -28632526.000000 Penalty: 6132.223633
	Iteration 22Q: 3 clusters Score -2.863253e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165602 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -28634008.000000 Penalty: 6132.223633
	Iteration 23Q: 3 clusters Score -2.863401e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171064 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -28635292.000000 Penalty: 6132.223633
	Iteration 24Q: 3 clusters Score -2.863529e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176198 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -28636440.000000 Penalty: 6132.223633
	Iteration 25Q: 3 clusters Score -2.863644e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181155 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -28637970.000000 Penalty: 6132.223633
	Iteration 26Q: 3 clusters Score -2.863797e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185568 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -28639108.000000 Penalty: 6132.223633
	Iteration 27Q: 3 clusters Score -2.863911e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189684 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -28640392.000000 Penalty: 6132.223633
	Iteration 28Q: 3 clusters Score -2.864039e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193549 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -28641284.000000 Penalty: 6132.223633
	Iteration 29Q: 3 clusters Score -2.864128e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197037 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -28641916.000000 Penalty: 6132.223633
	Iteration 30Q: 3 clusters Score -2.864192e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200129 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -28642510.000000 Penalty: 6132.223633
	Iteration 31Q: 3 clusters Score -2.864251e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202822 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -28642786.000000 Penalty: 6132.223633
	Iteration 32Q: 3 clusters Score -2.864279e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205222 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -28643230.000000 Penalty: 6132.223633
	Iteration 33Q: 3 clusters Score -2.864323e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207276 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -28643570.000000 Penalty: 6132.223633
	Iteration 34Q: 3 clusters Score -2.864357e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209135 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -28643956.000000 Penalty: 6132.223633
	Iteration 35Q: 3 clusters Score -2.864396e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210851 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -28644266.000000 Penalty: 6132.223633
	Iteration 36Q: 3 clusters Score -2.864427e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212391 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -28644538.000000 Penalty: 6132.223633
	Iteration 37Q: 3 clusters Score -2.864454e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213755 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -28644730.000000 Penalty: 6132.223633
	Iteration 38Q: 3 clusters Score -2.864473e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214983 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -28644834.000000 Penalty: 6132.223633
	Iteration 39Q: 3 clusters Score -2.864483e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216092 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -28645018.000000 Penalty: 6132.223633
	Iteration 40F: 3 clusters Score -2.864502e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217012 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -28645206.000000 Penalty: 6132.223633
	Iteration 41Q: 3 clusters Score -2.864521e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217845 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -28645410.000000 Penalty: 6132.223633
	Iteration 42Q: 3 clusters Score -2.864541e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218601 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -28645474.000000 Penalty: 6132.223633
	Iteration 43Q: 3 clusters Score -2.864547e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219285 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -28645590.000000 Penalty: 6132.223633
	Iteration 44Q: 3 clusters Score -2.864559e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219850 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -28645674.000000 Penalty: 6132.223633
	Iteration 45Q: 3 clusters Score -2.864567e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220323 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -28645772.000000 Penalty: 6132.223633
	Iteration 46Q: 3 clusters Score -2.864577e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220759 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -28645840.000000 Penalty: 6132.223633
	Iteration 47Q: 3 clusters Score -2.864584e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221166 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -28645970.000000 Penalty: 6132.223633
	Iteration 48Q: 3 clusters Score -2.864597e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221487 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -28646124.000000 Penalty: 6132.223633
	Iteration 49Q: 3 clusters Score -2.864612e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221768 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -28646214.000000 Penalty: 6132.223633
	Iteration 50Q: 3 clusters Score -2.864621e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222017 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -28646276.000000 Penalty: 6132.223633
	Iteration 51Q: 3 clusters Score -2.864628e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222249 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -28646328.000000 Penalty: 6132.223633
	Iteration 52Q: 3 clusters Score -2.864633e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222476 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -28646344.000000 Penalty: 6132.223633
	Iteration 53Q: 3 clusters Score -2.864634e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222698 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -28646334.000000 Penalty: 6132.223633
	Iteration 54Q: 3 clusters Score -2.864633e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222898 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -28646424.000000 Penalty: 6132.223633
	Iteration 55Q: 3 clusters Score -2.864642e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223068 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -28646470.000000 Penalty: 6132.223633
	Iteration 56Q: 3 clusters Score -2.864647e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223224 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -28646554.000000 Penalty: 6132.223633
	Iteration 57Q: 3 clusters Score -2.864655e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223344 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -28646516.000000 Penalty: 6132.223633
	Iteration 58Q: 3 clusters Score -2.864652e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223442 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -28646612.000000 Penalty: 6132.223633
	Iteration 59Q: 3 clusters Score -2.864661e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223532 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -28646604.000000 Penalty: 6132.223633
	Iteration 60F: 3 clusters Score -2.86466e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223641 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -28646640.000000 Penalty: 6132.223633
	Iteration 61Q: 3 clusters Score -2.864664e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223726 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -28646636.000000 Penalty: 6132.223633
	Iteration 62Q: 3 clusters Score -2.864664e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223797 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -28646692.000000 Penalty: 6132.223633
	Iteration 63Q: 3 clusters Score -2.864669e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223862 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -28646696.000000 Penalty: 6132.223633
	Iteration 64Q: 3 clusters Score -2.86467e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223912 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -28646664.000000 Penalty: 6132.223633
	Iteration 65Q: 3 clusters Score -2.864666e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223957 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -28646654.000000 Penalty: 6132.223633
	Iteration 66Q: 3 clusters Score -2.864665e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223993 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -28646666.000000 Penalty: 6132.223633
	Iteration 67Q: 3 clusters Score -2.864667e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224040 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -28646654.000000 Penalty: 6132.223633
	Iteration 68Q: 3 clusters Score -2.864665e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224072 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -28646680.000000 Penalty: 6132.223633
	Iteration 69Q: 3 clusters Score -2.864668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224105 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -28646704.000000 Penalty: 6132.223633
	Iteration 70Q: 3 clusters Score -2.86467e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224144 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -28646704.000000 Penalty: 6132.223633
	Iteration 71Q: 3 clusters Score -2.86467e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224174 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -28646702.000000 Penalty: 6132.223633
	Iteration 72Q: 3 clusters Score -2.86467e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224205 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -28646684.000000 Penalty: 6132.223633
	Iteration 73Q: 3 clusters Score -2.864668e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224245 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -28646754.000000 Penalty: 6132.223633
	Iteration 74Q: 3 clusters Score -2.864675e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224287 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -28646730.000000 Penalty: 6132.223633
	Iteration 75Q: 3 clusters Score -2.864673e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224327 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -28646766.000000 Penalty: 6132.223633
	Iteration 76Q: 3 clusters Score -2.864677e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224357 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -28646732.000000 Penalty: 6132.223633
	Iteration 77Q: 3 clusters Score -2.864673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224374 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -28646752.000000 Penalty: 6132.223633
	Iteration 78Q: 3 clusters Score -2.864675e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224394 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -28646784.000000 Penalty: 6132.223633
	Iteration 79Q: 3 clusters Score -2.864678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224416 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -28646806.000000 Penalty: 6132.223633
	Iteration 80F: 3 clusters Score -2.864681e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224439 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -28646802.000000 Penalty: 6132.223633
	Iteration 81Q: 3 clusters Score -2.86468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224452 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -28646798.000000 Penalty: 6132.223633
	Iteration 82Q: 3 clusters Score -2.86468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224460 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -28646814.000000 Penalty: 6132.223633
	Iteration 83Q: 3 clusters Score -2.864681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224483 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -28646806.000000 Penalty: 6132.223633
	Iteration 84Q: 3 clusters Score -2.864681e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224514 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -28646832.000000 Penalty: 6132.223633
	Iteration 85Q: 3 clusters Score -2.864683e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224540 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -28646818.000000 Penalty: 6132.223633
	Iteration 86Q: 3 clusters Score -2.864682e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224556 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -28646826.000000 Penalty: 6132.223633
	Iteration 87Q: 3 clusters Score -2.864683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224573 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -28646818.000000 Penalty: 6132.223633
	Iteration 88Q: 3 clusters Score -2.864682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224594 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -28646818.000000 Penalty: 6132.223633
	Iteration 89Q: 3 clusters Score -2.864682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224607 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -28646812.000000 Penalty: 6132.223633
	Iteration 90Q: 3 clusters Score -2.864681e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224614 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -28646810.000000 Penalty: 6132.223633
	Iteration 91Q: 3 clusters Score -2.864681e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224625 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -28646796.000000 Penalty: 6132.223633
	Iteration 92Q: 3 clusters Score -2.86468e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224637 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -28646814.000000 Penalty: 6132.223633
	Iteration 93Q: 3 clusters Score -2.864681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224644 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -28646840.000000 Penalty: 6132.223633
	Iteration 94Q: 3 clusters Score -2.864684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224649 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -28646844.000000 Penalty: 6132.223633
	Iteration 95Q: 3 clusters Score -2.864684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224657 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -28646832.000000 Penalty: 6132.223633
	Iteration 96Q: 3 clusters Score -2.864683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224661 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -28646842.000000 Penalty: 6132.223633
	Iteration 97Q: 3 clusters Score -2.864684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224658 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -28646838.000000 Penalty: 6132.223633
	Iteration 98Q: 3 clusters Score -2.864684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224662 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -28646832.000000 Penalty: 6132.223633
	Iteration 99Q: 3 clusters Score -2.864683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224670 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -28646838.000000 Penalty: 6132.223633
	Iteration 100F: 3 clusters Score -2.864684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224672 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -28646846.000000 Penalty: 6132.223633
	Iteration 101Q: 3 clusters Score -2.864685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224675 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -28646860.000000 Penalty: 6132.223633
	Iteration 102Q: 3 clusters Score -2.864686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224682 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -28646884.000000 Penalty: 6132.223633
	Iteration 103Q: 3 clusters Score -2.864688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224689 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -28646866.000000 Penalty: 6132.223633
	Iteration 104Q: 3 clusters Score -2.864687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224700 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -28646872.000000 Penalty: 6132.223633
	Iteration 105Q: 3 clusters Score -2.864687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224705 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -28646870.000000 Penalty: 6132.223633
	Iteration 106Q: 3 clusters Score -2.864687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224710 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -28646874.000000 Penalty: 6132.223633
	Iteration 107Q: 3 clusters Score -2.864687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224711 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -28646876.000000 Penalty: 6132.223633
	Iteration 108Q: 3 clusters Score -2.864688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224714 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -28646872.000000 Penalty: 6132.223633
	Iteration 109Q: 3 clusters Score -2.864687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224718 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -28646874.000000 Penalty: 6132.223633
	Iteration 110Q: 3 clusters Score -2.864687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224717 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -28646870.000000 Penalty: 6132.223633
	Iteration 111Q: 3 clusters Score -2.864687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224717 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -28646870.000000 Penalty: 6132.223633
	Iteration 112F: 3 clusters Score -2.864687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Entering Unmasked Estep 
Score: -1834641.625000 Penalty: 2320.351807
	Iteration 0F: 2 clusters Score -1834642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1826071.125000 Penalty: 4640.703613
	Iteration 0F: 3 clusters Score -1826071 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1829171.875000 Penalty: 4640.703613
	Iteration 1F: 3 clusters Score -1829172 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1830210.750000 Penalty: 4640.703613
	Iteration 2F: 3 clusters Score -1830211 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1831164.625000 Penalty: 4640.703613
	Iteration 3F: 3 clusters Score -1831165 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1831944.625000 Penalty: 4640.703613
	Iteration 4F: 3 clusters Score -1831945 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1832429.500000 Penalty: 4640.703613
	Iteration 5F: 3 clusters Score -1832430 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1832789.125000 Penalty: 4640.703613
	Iteration 6Q: 3 clusters Score -1832789 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1832998.750000 Penalty: 4640.703613
	Iteration 7Q: 3 clusters Score -1832999 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1833136.125000 Penalty: 4640.703613
	Iteration 8Q: 3 clusters Score -1833136 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1833188.875000 Penalty: 4640.703613
	Iteration 9Q: 3 clusters Score -1833189 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1833233.250000 Penalty: 4640.703613
	Iteration 10Q: 3 clusters Score -1833233 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1833247.250000 Penalty: 4640.703613
	Iteration 11Q: 3 clusters Score -1833247 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1833271.625000 Penalty: 4640.703613
	Iteration 12Q: 3 clusters Score -1833272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1833287.500000 Penalty: 4640.703613
	Iteration 13Q: 3 clusters Score -1833288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1833304.375000 Penalty: 4640.703613
	Iteration 14Q: 3 clusters Score -1833304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1833313.625000 Penalty: 4640.703613
	Iteration 15Q: 3 clusters Score -1833314 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1833326.375000 Penalty: 4640.703613
	Iteration 16Q: 3 clusters Score -1833326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1833332.500000 Penalty: 4640.703613
	Iteration 17Q: 3 clusters Score -1833332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1833344.000000 Penalty: 4640.703613
	Iteration 18Q: 3 clusters Score -1833344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1833349.625000 Penalty: 4640.703613
	Iteration 19Q: 3 clusters Score -1833350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1833360.250000 Penalty: 4640.703613
	Iteration 20F: 3 clusters Score -1833360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1833364.000000 Penalty: 4640.703613
	Iteration 21Q: 3 clusters Score -1833364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1833365.750000 Penalty: 4640.703613
	Iteration 22Q: 3 clusters Score -1833366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1833378.500000 Penalty: 4640.703613
	Iteration 23Q: 3 clusters Score -1833378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1833378.625000 Penalty: 4640.703613
	Iteration 24Q: 3 clusters Score -1833379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1833382.000000 Penalty: 4640.703613
	Iteration 25Q: 3 clusters Score -1833382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1833381.125000 Penalty: 4640.703613
	Iteration 26Q: 3 clusters Score -1833381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1833392.250000 Penalty: 4640.703613
	Iteration 27Q: 3 clusters Score -1833392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1833393.875000 Penalty: 4640.703613
	Iteration 28Q: 3 clusters Score -1833394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1833399.875000 Penalty: 4640.703613
	Iteration 29Q: 3 clusters Score -1833400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1833409.750000 Penalty: 4640.703613
	Iteration 30Q: 3 clusters Score -1833410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1833413.250000 Penalty: 4640.703613
	Iteration 31Q: 3 clusters Score -1833413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1833416.125000 Penalty: 4640.703613
	Iteration 32Q: 3 clusters Score -1833416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1833426.375000 Penalty: 4640.703613
	Iteration 33Q: 3 clusters Score -1833426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1833426.750000 Penalty: 4640.703613
	Iteration 34Q: 3 clusters Score -1833427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1833435.250000 Penalty: 4640.703613
	Iteration 35Q: 3 clusters Score -1833435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1833435.875000 Penalty: 4640.703613
	Iteration 36Q: 3 clusters Score -1833436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1833438.875000 Penalty: 4640.703613
	Iteration 37Q: 3 clusters Score -1833439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1833451.750000 Penalty: 4640.703613
	Iteration 38Q: 3 clusters Score -1833452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1833449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1833457.625000 Penalty: 4640.703613
	Iteration 40F: 3 clusters Score -1833458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1833458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1833458.625000 Penalty: 4640.703613
	Iteration 42Q: 3 clusters Score -1833459 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1833462.375000 Penalty: 4640.703613
	Iteration 43Q: 3 clusters Score -1833462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1833465.250000 Penalty: 4640.703613
	Iteration 44Q: 3 clusters Score -1833465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1833472.125000 Penalty: 4640.703613
	Iteration 45Q: 3 clusters Score -1833472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1833476.125000 Penalty: 4640.703613
	Iteration 46Q: 3 clusters Score -1833476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1833482.500000 Penalty: 4640.703613
	Iteration 47Q: 3 clusters Score -1833482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1833483.125000 Penalty: 4640.703613
	Iteration 48Q: 3 clusters Score -1833483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1833497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1833504.000000 Penalty: 4640.703613
	Iteration 50Q: 3 clusters Score -1833504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1833509.625000 Penalty: 4640.703613
	Iteration 51Q: 3 clusters Score -1833510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1833514.250000 Penalty: 4640.703613
	Iteration 52Q: 3 clusters Score -1833514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1833521.625000 Penalty: 4640.703613
	Iteration 53Q: 3 clusters Score -1833522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1833527.000000 Penalty: 4640.703613
	Iteration 54Q: 3 clusters Score -1833527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1833529.125000 Penalty: 4640.703613
	Iteration 55Q: 3 clusters Score -1833529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1833534.000000 Penalty: 4640.703613
	Iteration 56Q: 3 clusters Score -1833534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1833540.875000 Penalty: 4640.703613
	Iteration 57Q: 3 clusters Score -1833541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1833545.750000 Penalty: 4640.703613
	Iteration 58Q: 3 clusters Score -1833546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1833548.375000 Penalty: 4640.703613
	Iteration 59Q: 3 clusters Score -1833548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1833549.125000 Penalty: 4640.703613
	Iteration 60F: 3 clusters Score -1833549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1833555.250000 Penalty: 4640.703613
	Iteration 61Q: 3 clusters Score -1833555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1833562.875000 Penalty: 4640.703613
	Iteration 62Q: 3 clusters Score -1833563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1833561.500000 Penalty: 4640.703613
	Iteration 63Q: 3 clusters Score -1833562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1833560.750000 Penalty: 4640.703613
	Iteration 64Q: 3 clusters Score -1833561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1833561.000000 Penalty: 4640.703613
	Iteration 65Q: 3 clusters Score -1833561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1833568.375000 Penalty: 4640.703613
	Iteration 66Q: 3 clusters Score -1833568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1833568.625000 Penalty: 4640.703613
	Iteration 67Q: 3 clusters Score -1833569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1833568.125000 Penalty: 4640.703613
	Iteration 68Q: 3 clusters Score -1833568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1833577.250000 Penalty: 4640.703613
	Iteration 69Q: 3 clusters Score -1833577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1833581.625000 Penalty: 4640.703613
	Iteration 70Q: 3 clusters Score -1833582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1833592.125000 Penalty: 4640.703613
	Iteration 71Q: 3 clusters Score -1833592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1833595.875000 Penalty: 4640.703613
	Iteration 72Q: 3 clusters Score -1833596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1833606.500000 Penalty: 4640.703613
	Iteration 73Q: 3 clusters Score -1833606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1833616.250000 Penalty: 4640.703613
	Iteration 74Q: 3 clusters Score -1833616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1833632.250000 Penalty: 4640.703613
	Iteration 75Q: 3 clusters Score -1833632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1833640.875000 Penalty: 4640.703613
	Iteration 76Q: 3 clusters Score -1833641 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1833659.750000 Penalty: 4640.703613
	Iteration 77Q: 3 clusters Score -1833660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1833674.875000 Penalty: 4640.703613
	Iteration 78Q: 3 clusters Score -1833675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1833687.750000 Penalty: 4640.703613
	Iteration 79Q: 3 clusters Score -1833688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1833695.875000 Penalty: 4640.703613
	Iteration 80F: 3 clusters Score -1833696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1833698.250000 Penalty: 4640.703613
	Iteration 81Q: 3 clusters Score -1833698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1833704.750000 Penalty: 4640.703613
	Iteration 82Q: 3 clusters Score -1833705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1833713.375000 Penalty: 4640.703613
	Iteration 83Q: 3 clusters Score -1833713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1833721.000000 Penalty: 4640.703613
	Iteration 84Q: 3 clusters Score -1833721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1833729.875000 Penalty: 4640.703613
	Iteration 85Q: 3 clusters Score -1833730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1833735.875000 Penalty: 4640.703613
	Iteration 86Q: 3 clusters Score -1833736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1833752.250000 Penalty: 4640.703613
	Iteration 87Q: 3 clusters Score -1833752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1833753.250000 Penalty: 4640.703613
	Iteration 88Q: 3 clusters Score -1833753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1833773.875000 Penalty: 4640.703613
	Iteration 89Q: 3 clusters Score -1833774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1833785.125000 Penalty: 4640.703613
	Iteration 90Q: 3 clusters Score -1833785 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1833809.625000 Penalty: 4640.703613
	Iteration 91Q: 3 clusters Score -1833810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1833852.625000 Penalty: 4640.703613
	Iteration 92Q: 3 clusters Score -1833853 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1833888.125000 Penalty: 4640.703613
	Iteration 93Q: 3 clusters Score -1833888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1833949.125000 Penalty: 4640.703613
	Iteration 94Q: 3 clusters Score -1833949 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1834028.875000 Penalty: 4640.703613
	Iteration 95Q: 3 clusters Score -1834029 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1834136.250000 Penalty: 4640.703613
	Iteration 96Q: 3 clusters Score -1834136 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1834274.750000 Penalty: 4640.703613
	Iteration 97Q: 3 clusters Score -1834275 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1834459.000000 Penalty: 4640.703613
	Iteration 98Q: 3 clusters Score -1834459 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1834632.875000 Penalty: 4640.703613
	Iteration 99Q: 3 clusters Score -1834633 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1834780.375000 Penalty: 4640.703613
	Iteration 100F: 3 clusters Score -1834780 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1834841.750000 Penalty: 4640.703613
	Iteration 101Q: 3 clusters Score -1834842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1834863.625000 Penalty: 4640.703613
	Iteration 102Q: 3 clusters Score -1834864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1834901.875000 Penalty: 4640.703613
	Iteration 103Q: 3 clusters Score -1834902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1834944.000000 Penalty: 4640.703613
	Iteration 104Q: 3 clusters Score -1834944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1834996.750000 Penalty: 4640.703613
	Iteration 105Q: 3 clusters Score -1834997 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1835067.125000 Penalty: 4640.703613
	Iteration 106Q: 3 clusters Score -1835067 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1835145.125000 Penalty: 4640.703613
	Iteration 107Q: 3 clusters Score -1835145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1835210.000000 Penalty: 4640.703613
	Iteration 108Q: 3 clusters Score -1835210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1835296.500000 Penalty: 4640.703613
	Iteration 109Q: 3 clusters Score -1835296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1835408.000000 Penalty: 4640.703613
	Iteration 110Q: 3 clusters Score -1835408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1835512.625000 Penalty: 4640.703613
	Iteration 111Q: 3 clusters Score -1835513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1835591.625000 Penalty: 4640.703613
	Iteration 112Q: 3 clusters Score -1835592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1835629.250000 Penalty: 4640.703613
	Iteration 113Q: 3 clusters Score -1835629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1835657.375000 Penalty: 4640.703613
	Iteration 114Q: 3 clusters Score -1835657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1835669.125000 Penalty: 4640.703613
	Iteration 115Q: 3 clusters Score -1835669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1835680.875000 Penalty: 4640.703613
	Iteration 116Q: 3 clusters Score -1835681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1835696.375000 Penalty: 4640.703613
	Iteration 117Q: 3 clusters Score -1835696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1835696.375000 Penalty: 4640.703613
	Iteration 118Q: 3 clusters Score -1835696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1835694.750000 Penalty: 4640.703613
	Iteration 119Q: 3 clusters Score -1835695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1835687.875000 Penalty: 4640.703613
	Iteration 120F: 3 clusters Score -1835688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1835702.875000 Penalty: 4640.703613
	Iteration 121Q: 3 clusters Score -1835703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1835697.875000 Penalty: 4640.703613
	Iteration 122Q: 3 clusters Score -1835698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1835694.000000 Penalty: 4640.703613
	Iteration 123Q: 3 clusters Score -1835694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1835691.500000 Penalty: 4640.703613
	Iteration 124Q: 3 clusters Score -1835692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1835696.625000 Penalty: 4640.703613
	Iteration 125Q: 3 clusters Score -1835697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1835691.000000 Penalty: 4640.703613
	Iteration 126Q: 3 clusters Score -1835691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1835691.500000 Penalty: 4640.703613
	Iteration 127Q: 3 clusters Score -1835692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1835694.375000 Penalty: 4640.703613
	Iteration 128Q: 3 clusters Score -1835694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1835697.125000 Penalty: 4640.703613
	Iteration 129Q: 3 clusters Score -1835697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1835700.625000 Penalty: 4640.703613
	Iteration 130Q: 3 clusters Score -1835701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1835696.750000 Penalty: 4640.703613
	Iteration 131Q: 3 clusters Score -1835697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1835696.750000 Penalty: 4640.703613
	Iteration 132F: 3 clusters Score -1835697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 1537 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 45271 members 
Mstep: Class 18 contains 211267 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 27924 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Entering Unmasked Estep 
Score: -154345472.000000 Penalty: 150233.906250
Splitting cluster 10 changes total score from -154335360.000000 to -154345472.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 11 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -122869.171875 Penalty: 1819.721802
	Iteration 0F: 2 clusters Score -122869.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -121129.031250 Penalty: 3639.443604
	Iteration 0F: 3 clusters Score -121129 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -122999.273438 Penalty: 3639.443604
	Iteration 1F: 3 clusters Score -122999.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -124785.867188 Penalty: 3639.443604
	Iteration 2F: 3 clusters Score -124785.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -128693.609375 Penalty: 3639.443604
	Iteration 3F: 3 clusters Score -128693.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -130469.953125 Penalty: 3639.443604
	Iteration 4F: 3 clusters Score -130470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -131207.921875 Penalty: 3639.443604
	Iteration 5Q: 3 clusters Score -131207.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -131373.062500 Penalty: 3639.443604
	Iteration 6Q: 3 clusters Score -131373.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -131427.968750 Penalty: 3639.443604
	Iteration 7Q: 3 clusters Score -131428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -131465.218750 Penalty: 3639.443604
	Iteration 8Q: 3 clusters Score -131465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -131497.750000 Penalty: 3639.443604
	Iteration 9Q: 3 clusters Score -131497.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -131511.125000 Penalty: 3639.443604
	Iteration 10Q: 3 clusters Score -131511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -131525.140625 Penalty: 3639.443604
	Iteration 11Q: 3 clusters Score -131525.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -131541.140625 Penalty: 3639.443604
	Iteration 12Q: 3 clusters Score -131541.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -131572.875000 Penalty: 3639.443604
	Iteration 13Q: 3 clusters Score -131572.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -131602.984375 Penalty: 3639.443604
	Iteration 14Q: 3 clusters Score -131603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -131632.890625 Penalty: 3639.443604
	Iteration 15Q: 3 clusters Score -131632.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -131680.953125 Penalty: 3639.443604
	Iteration 16Q: 3 clusters Score -131681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -131763.406250 Penalty: 3639.443604
	Iteration 17Q: 3 clusters Score -131763.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -131861.187500 Penalty: 3639.443604
	Iteration 18Q: 3 clusters Score -131861.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -131955.000000 Penalty: 3639.443604
	Iteration 19Q: 3 clusters Score -131955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -132100.765625 Penalty: 3639.443604
	Iteration 20F: 3 clusters Score -132100.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -132177.531250 Penalty: 3639.443604
	Iteration 21Q: 3 clusters Score -132177.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -132203.718750 Penalty: 3639.443604
	Iteration 22Q: 3 clusters Score -132203.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -132214.937500 Penalty: 3639.443604
	Iteration 23Q: 3 clusters Score -132214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -132220.406250 Penalty: 3639.443604
	Iteration 24Q: 3 clusters Score -132220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -132220.406250 Penalty: 3639.443604
	Iteration 25F: 3 clusters Score -132220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 9121 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 45271 members 
Mstep: Class 18 contains 211267 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 27924 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Entering Unmasked Estep 
Score: -154352800.000000 Penalty: 153727.718750
Splitting cluster 11 changes total score from -154335360.000000 to -154352800.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 12 (9121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Entering Unmasked Estep 
Score: -1057731.500000 Penalty: 2261.346924
	Iteration 0F: 2 clusters Score -1057732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1050604.125000 Penalty: 4522.693848
	Iteration 0F: 3 clusters Score -1050604 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1053367.000000 Penalty: 4522.693848
	Iteration 1F: 3 clusters Score -1053367 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1055117.750000 Penalty: 4522.693848
	Iteration 2F: 3 clusters Score -1055118 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1057118.875000 Penalty: 4522.693848
	Iteration 3F: 3 clusters Score -1057119 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1058581.125000 Penalty: 4522.693848
	Iteration 4F: 3 clusters Score -1058581 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1059508.750000 Penalty: 4522.693848
	Iteration 5F: 3 clusters Score -1059509 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1060179.625000 Penalty: 4522.693848
	Iteration 6F: 3 clusters Score -1060180 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1060683.500000 Penalty: 4522.693848
	Iteration 7Q: 3 clusters Score -1060684 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1061015.875000 Penalty: 4522.693848
	Iteration 8Q: 3 clusters Score -1061016 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1061249.375000 Penalty: 4522.693848
	Iteration 9Q: 3 clusters Score -1061249 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1061424.750000 Penalty: 4522.693848
	Iteration 10Q: 3 clusters Score -1061425 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1061590.500000 Penalty: 4522.693848
	Iteration 11Q: 3 clusters Score -1061590 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1061759.625000 Penalty: 4522.693848
	Iteration 12Q: 3 clusters Score -1061760 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1061926.375000 Penalty: 4522.693848
	Iteration 13Q: 3 clusters Score -1061926 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1062055.000000 Penalty: 4522.693848
	Iteration 14Q: 3 clusters Score -1062055 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1062146.750000 Penalty: 4522.693848
	Iteration 15Q: 3 clusters Score -1062147 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1062214.500000 Penalty: 4522.693848
	Iteration 16Q: 3 clusters Score -1062214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1062253.375000 Penalty: 4522.693848
	Iteration 17Q: 3 clusters Score -1062253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1062275.500000 Penalty: 4522.693848
	Iteration 18Q: 3 clusters Score -1062276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1062286.625000 Penalty: 4522.693848
	Iteration 19Q: 3 clusters Score -1062287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1062296.500000 Penalty: 4522.693848
	Iteration 20F: 3 clusters Score -1062296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1062304.000000 Penalty: 4522.693848
	Iteration 21Q: 3 clusters Score -1062304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1062307.000000 Penalty: 4522.693848
	Iteration 22Q: 3 clusters Score -1062307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1062307.250000 Penalty: 4522.693848
	Iteration 23Q: 3 clusters Score -1062307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1062311.500000 Penalty: 4522.693848
	Iteration 24Q: 3 clusters Score -1062312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1062315.750000 Penalty: 4522.693848
	Iteration 25Q: 3 clusters Score -1062316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1062317.500000 Penalty: 4522.693848
	Iteration 26Q: 3 clusters Score -1062318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1062322.000000 Penalty: 4522.693848
	Iteration 27Q: 3 clusters Score -1062322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1062326.875000 Penalty: 4522.693848
	Iteration 28Q: 3 clusters Score -1062327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1062328.375000 Penalty: 4522.693848
	Iteration 29Q: 3 clusters Score -1062328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1062329.000000 Penalty: 4522.693848
	Iteration 30Q: 3 clusters Score -1062329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1062329.500000 Penalty: 4522.693848
	Iteration 31Q: 3 clusters Score -1062330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1062331.625000 Penalty: 4522.693848
	Iteration 32Q: 3 clusters Score -1062332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1062329.750000 Penalty: 4522.693848
	Iteration 33Q: 3 clusters Score -1062330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1062331.875000 Penalty: 4522.693848
	Iteration 34Q: 3 clusters Score -1062332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1062336.000000 Penalty: 4522.693848
	Iteration 35Q: 3 clusters Score -1062336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1062337.250000 Penalty: 4522.693848
	Iteration 36Q: 3 clusters Score -1062337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1062337.125000 Penalty: 4522.693848
	Iteration 37Q: 3 clusters Score -1062337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1062336.125000 Penalty: 4522.693848
	Iteration 38Q: 3 clusters Score -1062336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1062338.125000 Penalty: 4522.693848
	Iteration 39Q: 3 clusters Score -1062338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1062338.375000 Penalty: 4522.693848
	Iteration 40F: 3 clusters Score -1062338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1062339.000000 Penalty: 4522.693848
	Iteration 41Q: 3 clusters Score -1062339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1062339.000000 Penalty: 4522.693848
	Iteration 42F: 3 clusters Score -1062339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 45271 members 
Mstep: Class 18 contains 211267 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 27924 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Entering Unmasked Estep 
Score: -154355856.000000 Penalty: 157221.531250
Splitting cluster 12 changes total score from -154335360.000000 to -154355856.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 13 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -267217.000000 Penalty: 1935.757690
	Iteration 0F: 2 clusters Score -267217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -264411.656250 Penalty: 3871.515381
	Iteration 0F: 3 clusters Score -264411.7 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -265355.031250 Penalty: 3871.515381
	Iteration 1F: 3 clusters Score -265355 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -265955.250000 Penalty: 3871.515381
	Iteration 2F: 3 clusters Score -265955.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -266454.687500 Penalty: 3871.515381
	Iteration 3F: 3 clusters Score -266454.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -267107.250000 Penalty: 3871.515381
	Iteration 4F: 3 clusters Score -267107.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -267717.093750 Penalty: 3871.515381
	Iteration 5F: 3 clusters Score -267717.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -268210.781250 Penalty: 3871.515381
	Iteration 6F: 3 clusters Score -268210.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -268409.750000 Penalty: 3871.515381
	Iteration 7Q: 3 clusters Score -268409.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -268507.906250 Penalty: 3871.515381
	Iteration 8Q: 3 clusters Score -268507.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -268556.812500 Penalty: 3871.515381
	Iteration 9Q: 3 clusters Score -268556.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -268571.656250 Penalty: 3871.515381
	Iteration 10Q: 3 clusters Score -268571.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -268578.218750 Penalty: 3871.515381
	Iteration 11Q: 3 clusters Score -268578.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -268591.312500 Penalty: 3871.515381
	Iteration 12Q: 3 clusters Score -268591.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -268605.156250 Penalty: 3871.515381
	Iteration 13Q: 3 clusters Score -268605.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -268614.593750 Penalty: 3871.515381
	Iteration 14Q: 3 clusters Score -268614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -268621.250000 Penalty: 3871.515381
	Iteration 15Q: 3 clusters Score -268621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -268625.062500 Penalty: 3871.515381
	Iteration 16Q: 3 clusters Score -268625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -268626.281250 Penalty: 3871.515381
	Iteration 17Q: 3 clusters Score -268626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -268629.281250 Penalty: 3871.515381
	Iteration 18Q: 3 clusters Score -268629.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -268631.687500 Penalty: 3871.515381
	Iteration 19Q: 3 clusters Score -268631.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -268632.593750 Penalty: 3871.515381
	Iteration 20F: 3 clusters Score -268632.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -268633.750000 Penalty: 3871.515381
	Iteration 21Q: 3 clusters Score -268633.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -268633.750000 Penalty: 3871.515381
	Iteration 22F: 3 clusters Score -268633.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 45271 members 
Mstep: Class 18 contains 211267 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 27924 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Entering Unmasked Estep 
Score: -154355312.000000 Penalty: 160715.343750
Splitting cluster 13 changes total score from -154335360.000000 to -154355312.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 14 (32937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Entering Unmasked Estep 
Score: -3994287.000000 Penalty: 2579.783447
	Iteration 0F: 2 clusters Score -3994287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3971795.000000 Penalty: 5159.566895
	Iteration 0F: 3 clusters Score -3971795 nChanged 14928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3980164.250000 Penalty: 5159.566895
	Iteration 1F: 3 clusters Score -3980164 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3981088.250000 Penalty: 5159.566895
	Iteration 2F: 3 clusters Score -3981088 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3981983.250000 Penalty: 5159.566895
	Iteration 3F: 3 clusters Score -3981983 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3982780.000000 Penalty: 5159.566895
	Iteration 4F: 3 clusters Score -3982780 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3983406.500000 Penalty: 5159.566895
	Iteration 5Q: 3 clusters Score -3983406 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -3983970.750000 Penalty: 5159.566895
	Iteration 6Q: 3 clusters Score -3983971 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3984473.500000 Penalty: 5159.566895
	Iteration 7Q: 3 clusters Score -3984474 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3984995.500000 Penalty: 5159.566895
	Iteration 8Q: 3 clusters Score -3984996 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3985617.750000 Penalty: 5159.566895
	Iteration 9Q: 3 clusters Score -3985618 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3986243.000000 Penalty: 5159.566895
	Iteration 10Q: 3 clusters Score -3986243 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3986837.750000 Penalty: 5159.566895
	Iteration 11Q: 3 clusters Score -3986838 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3987318.250000 Penalty: 5159.566895
	Iteration 12Q: 3 clusters Score -3987318 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3987778.000000 Penalty: 5159.566895
	Iteration 13Q: 3 clusters Score -3987778 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -3988330.000000 Penalty: 5159.566895
	Iteration 14Q: 3 clusters Score -3988330 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3988947.750000 Penalty: 5159.566895
	Iteration 15Q: 3 clusters Score -3988948 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3989596.750000 Penalty: 5159.566895
	Iteration 16Q: 3 clusters Score -3989597 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3990337.750000 Penalty: 5159.566895
	Iteration 17Q: 3 clusters Score -3990338 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3991153.500000 Penalty: 5159.566895
	Iteration 18Q: 3 clusters Score -3991154 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3991937.000000 Penalty: 5159.566895
	Iteration 19Q: 3 clusters Score -3991937 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3992644.000000 Penalty: 5159.566895
	Iteration 20F: 3 clusters Score -3992644 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3993253.750000 Penalty: 5159.566895
	Iteration 21Q: 3 clusters Score -3993254 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3993693.500000 Penalty: 5159.566895
	Iteration 22Q: 3 clusters Score -3993694 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3994025.000000 Penalty: 5159.566895
	Iteration 23Q: 3 clusters Score -3994025 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -3994283.750000 Penalty: 5159.566895
	Iteration 24Q: 3 clusters Score -3994284 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3994487.250000 Penalty: 5159.566895
	Iteration 25Q: 3 clusters Score -3994487 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3994650.250000 Penalty: 5159.566895
	Iteration 26Q: 3 clusters Score -3994650 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3994773.750000 Penalty: 5159.566895
	Iteration 27Q: 3 clusters Score -3994774 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -3994863.750000 Penalty: 5159.566895
	Iteration 28Q: 3 clusters Score -3994864 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3994931.500000 Penalty: 5159.566895
	Iteration 29Q: 3 clusters Score -3994932 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -3994997.750000 Penalty: 5159.566895
	Iteration 30Q: 3 clusters Score -3994998 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3995047.000000 Penalty: 5159.566895
	Iteration 31Q: 3 clusters Score -3995047 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3995075.250000 Penalty: 5159.566895
	Iteration 32Q: 3 clusters Score -3995075 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3995100.500000 Penalty: 5159.566895
	Iteration 33Q: 3 clusters Score -3995100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -3995111.750000 Penalty: 5159.566895
	Iteration 34Q: 3 clusters Score -3995112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3995127.250000 Penalty: 5159.566895
	Iteration 35Q: 3 clusters Score -3995127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -3995136.500000 Penalty: 5159.566895
	Iteration 36Q: 3 clusters Score -3995136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -3995148.750000 Penalty: 5159.566895
	Iteration 37Q: 3 clusters Score -3995149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -3995157.250000 Penalty: 5159.566895
	Iteration 38Q: 3 clusters Score -3995157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3995155.500000 Penalty: 5159.566895
	Iteration 39Q: 3 clusters Score -3995156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3995163.250000 Penalty: 5159.566895
	Iteration 40F: 3 clusters Score -3995163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -3995162.500000 Penalty: 5159.566895
	Iteration 41Q: 3 clusters Score -3995162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3995174.750000 Penalty: 5159.566895
	Iteration 42Q: 3 clusters Score -3995175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3995175.750000 Penalty: 5159.566895
	Iteration 43Q: 3 clusters Score -3995176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -3995176.000000 Penalty: 5159.566895
	Iteration 44Q: 3 clusters Score -3995176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3995176.500000 Penalty: 5159.566895
	Iteration 45Q: 3 clusters Score -3995176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3995171.250000 Penalty: 5159.566895
	Iteration 46Q: 3 clusters Score -3995171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3995174.750000 Penalty: 5159.566895
	Iteration 47Q: 3 clusters Score -3995175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3995178.750000 Penalty: 5159.566895
	Iteration 48Q: 3 clusters Score -3995179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3995174.500000 Penalty: 5159.566895
	Iteration 49Q: 3 clusters Score -3995174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -3995173.750000 Penalty: 5159.566895
	Iteration 50Q: 3 clusters Score -3995174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -3995176.250000 Penalty: 5159.566895
	Iteration 51Q: 3 clusters Score -3995176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -3995176.250000 Penalty: 5159.566895
	Iteration 52F: 3 clusters Score -3995176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 1694 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 45271 members 
Mstep: Class 18 contains 211267 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 27924 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Entering Unmasked Estep 
Score: -154355712.000000 Penalty: 164209.156250
Splitting cluster 14 changes total score from -154335360.000000 to -154355712.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 15 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -251524.531250 Penalty: 1843.842285
	Iteration 0F: 2 clusters Score -251524.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -249374.234375 Penalty: 3687.684570
	Iteration 0F: 3 clusters Score -249374.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -251130.375000 Penalty: 3687.684570
	Iteration 1F: 3 clusters Score -251130.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -252345.968750 Penalty: 3687.684570
	Iteration 2F: 3 clusters Score -252346 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -252663.078125 Penalty: 3687.684570
	Iteration 3F: 3 clusters Score -252663.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -252762.250000 Penalty: 3687.684570
	Iteration 4Q: 3 clusters Score -252762.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -252801.765625 Penalty: 3687.684570
	Iteration 5Q: 3 clusters Score -252801.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -252813.843750 Penalty: 3687.684570
	Iteration 6Q: 3 clusters Score -252813.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -252822.500000 Penalty: 3687.684570
	Iteration 7Q: 3 clusters Score -252822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -252826.546875 Penalty: 3687.684570
	Iteration 8Q: 3 clusters Score -252826.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -252829.453125 Penalty: 3687.684570
	Iteration 9Q: 3 clusters Score -252829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -252829.453125 Penalty: 3687.684570
	Iteration 10F: 3 clusters Score -252829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 45271 members 
Mstep: Class 18 contains 211267 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 27924 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Entering Unmasked Estep 
Score: -154355568.000000 Penalty: 167702.968750
Splitting cluster 15 changes total score from -154335360.000000 to -154355568.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 16 (83361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Entering Unmasked Estep 
Score: -9383635.000000 Penalty: 2810.072021
	Iteration 0F: 2 clusters Score -9383635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -9327820.000000 Penalty: 5620.144043
	Iteration 0F: 3 clusters Score -9327820 nChanged 39251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -9351136.000000 Penalty: 5620.144043
	Iteration 1F: 3 clusters Score -9351136 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -9352951.000000 Penalty: 5620.144043
	Iteration 2F: 3 clusters Score -9352951 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -9355066.000000 Penalty: 5620.144043
	Iteration 3F: 3 clusters Score -9355066 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -9357427.000000 Penalty: 5620.144043
	Iteration 4F: 3 clusters Score -9357427 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -9359775.000000 Penalty: 5620.144043
	Iteration 5F: 3 clusters Score -9359775 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -9362162.000000 Penalty: 5620.144043
	Iteration 6F: 3 clusters Score -9362162 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -9364626.000000 Penalty: 5620.144043
	Iteration 7F: 3 clusters Score -9364626 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -9366917.000000 Penalty: 5620.144043
	Iteration 8F: 3 clusters Score -9366917 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -9368920.000000 Penalty: 5620.144043
	Iteration 9Q: 3 clusters Score -9368920 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -9370459.000000 Penalty: 5620.144043
	Iteration 10Q: 3 clusters Score -9370459 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -9371674.000000 Penalty: 5620.144043
	Iteration 11Q: 3 clusters Score -9371674 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -9372643.000000 Penalty: 5620.144043
	Iteration 12Q: 3 clusters Score -9372643 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -9373374.000000 Penalty: 5620.144043
	Iteration 13Q: 3 clusters Score -9373374 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -9373957.000000 Penalty: 5620.144043
	Iteration 14Q: 3 clusters Score -9373957 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -9374438.000000 Penalty: 5620.144043
	Iteration 15Q: 3 clusters Score -9374438 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -9374958.000000 Penalty: 5620.144043
	Iteration 16Q: 3 clusters Score -9374958 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -9375456.000000 Penalty: 5620.144043
	Iteration 17Q: 3 clusters Score -9375456 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -9376020.000000 Penalty: 5620.144043
	Iteration 18Q: 3 clusters Score -9376020 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -9376499.000000 Penalty: 5620.144043
	Iteration 19Q: 3 clusters Score -9376499 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -9376892.000000 Penalty: 5620.144043
	Iteration 20F: 3 clusters Score -9376892 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -9377243.000000 Penalty: 5620.144043
	Iteration 21Q: 3 clusters Score -9377243 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -9377558.000000 Penalty: 5620.144043
	Iteration 22Q: 3 clusters Score -9377558 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -9377849.000000 Penalty: 5620.144043
	Iteration 23Q: 3 clusters Score -9377849 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -9378169.000000 Penalty: 5620.144043
	Iteration 24Q: 3 clusters Score -9378169 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -9378483.000000 Penalty: 5620.144043
	Iteration 25Q: 3 clusters Score -9378483 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -9378837.000000 Penalty: 5620.144043
	Iteration 26Q: 3 clusters Score -9378837 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -9379110.000000 Penalty: 5620.144043
	Iteration 27Q: 3 clusters Score -9379110 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -9379415.000000 Penalty: 5620.144043
	Iteration 28Q: 3 clusters Score -9379415 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -9379718.000000 Penalty: 5620.144043
	Iteration 29Q: 3 clusters Score -9379718 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 74281 members 
Entering Unmasked Estep 
Score: -9379978.000000 Penalty: 5620.144043
	Iteration 30Q: 3 clusters Score -9379978 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -9380260.000000 Penalty: 5620.144043
	Iteration 31Q: 3 clusters Score -9380260 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -9380501.000000 Penalty: 5620.144043
	Iteration 32Q: 3 clusters Score -9380501 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -9380734.000000 Penalty: 5620.144043
	Iteration 33Q: 3 clusters Score -9380734 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -9381006.000000 Penalty: 5620.144043
	Iteration 34Q: 3 clusters Score -9381006 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 77769 members 
Entering Unmasked Estep 
Score: -9381304.000000 Penalty: 5620.144043
	Iteration 35Q: 3 clusters Score -9381304 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -9381499.000000 Penalty: 5620.144043
	Iteration 36Q: 3 clusters Score -9381499 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 78764 members 
Entering Unmasked Estep 
Score: -9381690.000000 Penalty: 5620.144043
	Iteration 37Q: 3 clusters Score -9381690 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -9381844.000000 Penalty: 5620.144043
	Iteration 38Q: 3 clusters Score -9381844 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 79545 members 
Entering Unmasked Estep 
Score: -9381975.000000 Penalty: 5620.144043
	Iteration 39Q: 3 clusters Score -9381975 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -9382091.000000 Penalty: 5620.144043
	Iteration 40F: 3 clusters Score -9382091 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
Score: -9382190.000000 Penalty: 5620.144043
	Iteration 41Q: 3 clusters Score -9382190 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -9382283.000000 Penalty: 5620.144043
	Iteration 42Q: 3 clusters Score -9382283 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -9382343.000000 Penalty: 5620.144043
	Iteration 43Q: 3 clusters Score -9382343 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 80624 members 
Entering Unmasked Estep 
Score: -9382387.000000 Penalty: 5620.144043
	Iteration 44Q: 3 clusters Score -9382387 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 80743 members 
Entering Unmasked Estep 
Score: -9382430.000000 Penalty: 5620.144043
	Iteration 45Q: 3 clusters Score -9382430 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -9382447.000000 Penalty: 5620.144043
	Iteration 46Q: 3 clusters Score -9382447 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -9382523.000000 Penalty: 5620.144043
	Iteration 47Q: 3 clusters Score -9382523 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -9382596.000000 Penalty: 5620.144043
	Iteration 48Q: 3 clusters Score -9382596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 81121 members 
Entering Unmasked Estep 
Score: -9382634.000000 Penalty: 5620.144043
	Iteration 49Q: 3 clusters Score -9382634 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 81191 members 
Entering Unmasked Estep 
Score: -9382653.000000 Penalty: 5620.144043
	Iteration 50Q: 3 clusters Score -9382653 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -9382682.000000 Penalty: 5620.144043
	Iteration 51Q: 3 clusters Score -9382682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -9382682.000000 Penalty: 5620.144043
	Iteration 52Q: 3 clusters Score -9382682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -9382704.000000 Penalty: 5620.144043
	Iteration 53Q: 3 clusters Score -9382704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -9382749.000000 Penalty: 5620.144043
	Iteration 54Q: 3 clusters Score -9382749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -9382752.000000 Penalty: 5620.144043
	Iteration 55Q: 3 clusters Score -9382752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
Score: -9382755.000000 Penalty: 5620.144043
	Iteration 56Q: 3 clusters Score -9382755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 81469 members 
Entering Unmasked Estep 
Score: -9382765.000000 Penalty: 5620.144043
	Iteration 57Q: 3 clusters Score -9382765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -9382776.000000 Penalty: 5620.144043
	Iteration 58Q: 3 clusters Score -9382776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -9382763.000000 Penalty: 5620.144043
	Iteration 59Q: 3 clusters Score -9382763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -9382768.000000 Penalty: 5620.144043
	Iteration 60F: 3 clusters Score -9382768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -9382781.000000 Penalty: 5620.144043
	Iteration 61Q: 3 clusters Score -9382781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 81537 members 
Entering Unmasked Estep 
Score: -9382776.000000 Penalty: 5620.144043
	Iteration 62Q: 3 clusters Score -9382776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -9382769.000000 Penalty: 5620.144043
	Iteration 63Q: 3 clusters Score -9382769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -9382770.000000 Penalty: 5620.144043
	Iteration 64Q: 3 clusters Score -9382770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -9382767.000000 Penalty: 5620.144043
	Iteration 65Q: 3 clusters Score -9382767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -9382790.000000 Penalty: 5620.144043
	Iteration 66Q: 3 clusters Score -9382790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -9382780.000000 Penalty: 5620.144043
	Iteration 67Q: 3 clusters Score -9382780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -9382789.000000 Penalty: 5620.144043
	Iteration 68Q: 3 clusters Score -9382789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -9382780.000000 Penalty: 5620.144043
	Iteration 69Q: 3 clusters Score -9382780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -9382783.000000 Penalty: 5620.144043
	Iteration 70Q: 3 clusters Score -9382783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -9382788.000000 Penalty: 5620.144043
	Iteration 71Q: 3 clusters Score -9382788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -9382791.000000 Penalty: 5620.144043
	Iteration 72Q: 3 clusters Score -9382791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -9382793.000000 Penalty: 5620.144043
	Iteration 73Q: 3 clusters Score -9382793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
Score: -9382792.000000 Penalty: 5620.144043
	Iteration 74Q: 3 clusters Score -9382792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -9382787.000000 Penalty: 5620.144043
	Iteration 75Q: 3 clusters Score -9382787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -9382795.000000 Penalty: 5620.144043
	Iteration 76Q: 3 clusters Score -9382795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -9382795.000000 Penalty: 5620.144043
	Iteration 77F: 3 clusters Score -9382795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Entering Unmasked Estep 
Score: -5372280.000000 Penalty: 2658.664551
	Iteration 0F: 2 clusters Score -5372280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5341587.000000 Penalty: 5317.329102
	Iteration 0F: 3 clusters Score -5341587 nChanged 20955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -5353724.500000 Penalty: 5317.329102
	Iteration 1F: 3 clusters Score -5353724 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -5355677.000000 Penalty: 5317.329102
	Iteration 2F: 3 clusters Score -5355677 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -5359082.000000 Penalty: 5317.329102
	Iteration 3F: 3 clusters Score -5359082 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5363559.000000 Penalty: 5317.329102
	Iteration 4F: 3 clusters Score -5363559 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -5367824.000000 Penalty: 5317.329102
	Iteration 5F: 3 clusters Score -5367824 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -5370667.500000 Penalty: 5317.329102
	Iteration 6F: 3 clusters Score -5370668 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -5372001.500000 Penalty: 5317.329102
	Iteration 7F: 3 clusters Score -5372002 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -5372612.000000 Penalty: 5317.329102
	Iteration 8Q: 3 clusters Score -5372612 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -5372892.500000 Penalty: 5317.329102
	Iteration 9Q: 3 clusters Score -5372892 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -5373014.000000 Penalty: 5317.329102
	Iteration 10Q: 3 clusters Score -5373014 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5373087.500000 Penalty: 5317.329102
	Iteration 11Q: 3 clusters Score -5373088 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -5373123.500000 Penalty: 5317.329102
	Iteration 12Q: 3 clusters Score -5373124 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -5373174.000000 Penalty: 5317.329102
	Iteration 13Q: 3 clusters Score -5373174 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -5373185.000000 Penalty: 5317.329102
	Iteration 14Q: 3 clusters Score -5373185 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -5373203.500000 Penalty: 5317.329102
	Iteration 15Q: 3 clusters Score -5373204 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -5373212.500000 Penalty: 5317.329102
	Iteration 16Q: 3 clusters Score -5373212 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -5373224.500000 Penalty: 5317.329102
	Iteration 17Q: 3 clusters Score -5373224 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -5373242.500000 Penalty: 5317.329102
	Iteration 18Q: 3 clusters Score -5373242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -5373259.000000 Penalty: 5317.329102
	Iteration 19Q: 3 clusters Score -5373259 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -5373281.500000 Penalty: 5317.329102
	Iteration 20F: 3 clusters Score -5373282 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -5373288.000000 Penalty: 5317.329102
	Iteration 21Q: 3 clusters Score -5373288 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -5373292.500000 Penalty: 5317.329102
	Iteration 22Q: 3 clusters Score -5373292 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -5373326.500000 Penalty: 5317.329102
	Iteration 23Q: 3 clusters Score -5373326 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -5373368.000000 Penalty: 5317.329102
	Iteration 24Q: 3 clusters Score -5373368 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5373384.500000 Penalty: 5317.329102
	Iteration 25Q: 3 clusters Score -5373384 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -5373411.500000 Penalty: 5317.329102
	Iteration 26Q: 3 clusters Score -5373412 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -5373429.500000 Penalty: 5317.329102
	Iteration 27Q: 3 clusters Score -5373430 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -5373458.000000 Penalty: 5317.329102
	Iteration 28Q: 3 clusters Score -5373458 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -5373499.000000 Penalty: 5317.329102
	Iteration 29Q: 3 clusters Score -5373499 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5373534.500000 Penalty: 5317.329102
	Iteration 30Q: 3 clusters Score -5373534 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -5373538.500000 Penalty: 5317.329102
	Iteration 31Q: 3 clusters Score -5373538 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -5373548.000000 Penalty: 5317.329102
	Iteration 32Q: 3 clusters Score -5373548 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -5373555.500000 Penalty: 5317.329102
	Iteration 33Q: 3 clusters Score -5373556 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -5373565.500000 Penalty: 5317.329102
	Iteration 34Q: 3 clusters Score -5373566 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -5373581.000000 Penalty: 5317.329102
	Iteration 35Q: 3 clusters Score -5373581 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -5373606.500000 Penalty: 5317.329102
	Iteration 36Q: 3 clusters Score -5373606 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -5373627.000000 Penalty: 5317.329102
	Iteration 37Q: 3 clusters Score -5373627 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -5373627.000000 Penalty: 5317.329102
	Iteration 38Q: 3 clusters Score -5373627 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -5373624.500000 Penalty: 5317.329102
	Iteration 39Q: 3 clusters Score -5373624 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -5373638.500000 Penalty: 5317.329102
	Iteration 40F: 3 clusters Score -5373638 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -5373636.500000 Penalty: 5317.329102
	Iteration 41Q: 3 clusters Score -5373636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -5373646.500000 Penalty: 5317.329102
	Iteration 42Q: 3 clusters Score -5373646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -5373655.500000 Penalty: 5317.329102
	Iteration 43Q: 3 clusters Score -5373656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -5373646.000000 Penalty: 5317.329102
	Iteration 44Q: 3 clusters Score -5373646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -5373655.000000 Penalty: 5317.329102
	Iteration 45Q: 3 clusters Score -5373655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -5373661.500000 Penalty: 5317.329102
	Iteration 46Q: 3 clusters Score -5373662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -5373658.000000 Penalty: 5317.329102
	Iteration 47Q: 3 clusters Score -5373658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -5373669.500000 Penalty: 5317.329102
	Iteration 48Q: 3 clusters Score -5373670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -5373672.500000 Penalty: 5317.329102
	Iteration 49Q: 3 clusters Score -5373672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -5373673.000000 Penalty: 5317.329102
	Iteration 50Q: 3 clusters Score -5373673 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -5373685.500000 Penalty: 5317.329102
	Iteration 51Q: 3 clusters Score -5373686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -5373694.500000 Penalty: 5317.329102
	Iteration 52Q: 3 clusters Score -5373694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -5373709.000000 Penalty: 5317.329102
	Iteration 53Q: 3 clusters Score -5373709 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -5373708.000000 Penalty: 5317.329102
	Iteration 54Q: 3 clusters Score -5373708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -5373710.000000 Penalty: 5317.329102
	Iteration 55Q: 3 clusters Score -5373710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -5373712.000000 Penalty: 5317.329102
	Iteration 56Q: 3 clusters Score -5373712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -5373689.000000 Penalty: 5317.329102
	Iteration 57Q: 3 clusters Score -5373689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -5373696.500000 Penalty: 5317.329102
	Iteration 58Q: 3 clusters Score -5373696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -5373698.500000 Penalty: 5317.329102
	Iteration 59Q: 3 clusters Score -5373698 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -5373701.000000 Penalty: 5317.329102
	Iteration 60F: 3 clusters Score -5373701 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -5373692.000000 Penalty: 5317.329102
	Iteration 61Q: 3 clusters Score -5373692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -5373707.000000 Penalty: 5317.329102
	Iteration 62Q: 3 clusters Score -5373707 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -5373696.000000 Penalty: 5317.329102
	Iteration 63Q: 3 clusters Score -5373696 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -5373706.000000 Penalty: 5317.329102
	Iteration 64Q: 3 clusters Score -5373706 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -5373723.000000 Penalty: 5317.329102
	Iteration 65Q: 3 clusters Score -5373723 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -5373735.000000 Penalty: 5317.329102
	Iteration 66Q: 3 clusters Score -5373735 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -5373732.000000 Penalty: 5317.329102
	Iteration 67Q: 3 clusters Score -5373732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -5373749.000000 Penalty: 5317.329102
	Iteration 68Q: 3 clusters Score -5373749 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -5373739.000000 Penalty: 5317.329102
	Iteration 69Q: 3 clusters Score -5373739 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -5373744.500000 Penalty: 5317.329102
	Iteration 70Q: 3 clusters Score -5373744 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -5373743.500000 Penalty: 5317.329102
	Iteration 71Q: 3 clusters Score -5373744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -5373746.000000 Penalty: 5317.329102
	Iteration 72Q: 3 clusters Score -5373746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -5373751.000000 Penalty: 5317.329102
	Iteration 73Q: 3 clusters Score -5373751 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -5373750.500000 Penalty: 5317.329102
	Iteration 74Q: 3 clusters Score -5373750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -5373767.000000 Penalty: 5317.329102
	Iteration 75Q: 3 clusters Score -5373767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -5373769.500000 Penalty: 5317.329102
	Iteration 76Q: 3 clusters Score -5373770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -5373760.000000 Penalty: 5317.329102
	Iteration 77Q: 3 clusters Score -5373760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -5373781.500000 Penalty: 5317.329102
	Iteration 78Q: 3 clusters Score -5373782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -5373758.000000 Penalty: 5317.329102
	Iteration 79Q: 3 clusters Score -5373758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -5373760.500000 Penalty: 5317.329102
	Iteration 80F: 3 clusters Score -5373760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -5373765.000000 Penalty: 5317.329102
	Iteration 81Q: 3 clusters Score -5373765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -5373776.500000 Penalty: 5317.329102
	Iteration 82Q: 3 clusters Score -5373776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -5373766.000000 Penalty: 5317.329102
	Iteration 83Q: 3 clusters Score -5373766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -5373766.000000 Penalty: 5317.329102
	Iteration 84Q: 3 clusters Score -5373766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -5373765.500000 Penalty: 5317.329102
	Iteration 85Q: 3 clusters Score -5373766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -5373762.500000 Penalty: 5317.329102
	Iteration 86Q: 3 clusters Score -5373762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -5373756.500000 Penalty: 5317.329102
	Iteration 87Q: 3 clusters Score -5373756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -5373773.500000 Penalty: 5317.329102
	Iteration 88Q: 3 clusters Score -5373774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -5373782.500000 Penalty: 5317.329102
	Iteration 89Q: 3 clusters Score -5373782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -5373784.500000 Penalty: 5317.329102
	Iteration 90Q: 3 clusters Score -5373784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -5373786.000000 Penalty: 5317.329102
	Iteration 91Q: 3 clusters Score -5373786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -5373804.000000 Penalty: 5317.329102
	Iteration 92Q: 3 clusters Score -5373804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -5373805.500000 Penalty: 5317.329102
	Iteration 93Q: 3 clusters Score -5373806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -5373806.000000 Penalty: 5317.329102
	Iteration 94Q: 3 clusters Score -5373806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -5373809.000000 Penalty: 5317.329102
	Iteration 95Q: 3 clusters Score -5373809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -5373809.000000 Penalty: 5317.329102
	Iteration 96Q: 3 clusters Score -5373809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -5373805.500000 Penalty: 5317.329102
	Iteration 97Q: 3 clusters Score -5373806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -5373812.500000 Penalty: 5317.329102
	Iteration 98Q: 3 clusters Score -5373812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -5373808.500000 Penalty: 5317.329102
	Iteration 99Q: 3 clusters Score -5373808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -5373815.500000 Penalty: 5317.329102
	Iteration 100F: 3 clusters Score -5373816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -5373810.500000 Penalty: 5317.329102
	Iteration 101Q: 3 clusters Score -5373810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -5373803.000000 Penalty: 5317.329102
	Iteration 102Q: 3 clusters Score -5373803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -5373809.500000 Penalty: 5317.329102
	Iteration 103Q: 3 clusters Score -5373810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -5373813.500000 Penalty: 5317.329102
	Iteration 104Q: 3 clusters Score -5373814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -5373810.500000 Penalty: 5317.329102
	Iteration 105Q: 3 clusters Score -5373810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -5373811.000000 Penalty: 5317.329102
	Iteration 106Q: 3 clusters Score -5373811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -5373807.500000 Penalty: 5317.329102
	Iteration 107Q: 3 clusters Score -5373808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -5373809.500000 Penalty: 5317.329102
	Iteration 108Q: 3 clusters Score -5373810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -5373810.000000 Penalty: 5317.329102
	Iteration 109Q: 3 clusters Score -5373810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -5373805.500000 Penalty: 5317.329102
	Iteration 110Q: 3 clusters Score -5373806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -5373810.500000 Penalty: 5317.329102
	Iteration 111Q: 3 clusters Score -5373810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -5373795.000000 Penalty: 5317.329102
	Iteration 112Q: 3 clusters Score -5373795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -5373797.500000 Penalty: 5317.329102
	Iteration 113Q: 3 clusters Score -5373798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -5373797.000000 Penalty: 5317.329102
	Iteration 114Q: 3 clusters Score -5373797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -5373800.000000 Penalty: 5317.329102
	Iteration 115Q: 3 clusters Score -5373800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -5373797.500000 Penalty: 5317.329102
	Iteration 116Q: 3 clusters Score -5373798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -5373806.000000 Penalty: 5317.329102
	Iteration 117Q: 3 clusters Score -5373806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -5373803.000000 Penalty: 5317.329102
	Iteration 118Q: 3 clusters Score -5373803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -5373808.500000 Penalty: 5317.329102
	Iteration 119Q: 3 clusters Score -5373808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -5373811.000000 Penalty: 5317.329102
	Iteration 120F: 3 clusters Score -5373811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -5373802.500000 Penalty: 5317.329102
	Iteration 121Q: 3 clusters Score -5373802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -5373803.500000 Penalty: 5317.329102
	Iteration 122Q: 3 clusters Score -5373804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -5373803.000000 Penalty: 5317.329102
	Iteration 123Q: 3 clusters Score -5373803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -5373801.000000 Penalty: 5317.329102
	Iteration 124Q: 3 clusters Score -5373801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -5373796.500000 Penalty: 5317.329102
	Iteration 125Q: 3 clusters Score -5373796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -5373801.000000 Penalty: 5317.329102
	Iteration 126Q: 3 clusters Score -5373801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -5373806.000000 Penalty: 5317.329102
	Iteration 127Q: 3 clusters Score -5373806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -5373809.000000 Penalty: 5317.329102
	Iteration 128Q: 3 clusters Score -5373809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -5373800.000000 Penalty: 5317.329102
	Iteration 129Q: 3 clusters Score -5373800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -5373806.500000 Penalty: 5317.329102
	Iteration 130Q: 3 clusters Score -5373806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -5373797.500000 Penalty: 5317.329102
	Iteration 131Q: 3 clusters Score -5373798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -5373800.500000 Penalty: 5317.329102
	Iteration 132Q: 3 clusters Score -5373800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -5373799.000000 Penalty: 5317.329102
	Iteration 133Q: 3 clusters Score -5373799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -5373799.500000 Penalty: 5317.329102
	Iteration 134Q: 3 clusters Score -5373800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -5373804.500000 Penalty: 5317.329102
	Iteration 135Q: 3 clusters Score -5373804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -5373803.500000 Penalty: 5317.329102
	Iteration 136Q: 3 clusters Score -5373804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5373802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -5373805.000000 Penalty: 5317.329102
	Iteration 138Q: 3 clusters Score -5373805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -5373797.000000 Penalty: 5317.329102
	Iteration 139Q: 3 clusters Score -5373797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5373801 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5373797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
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	Iteration 142F: 3 clusters Score -5373797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 211267 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 27924 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Entering Unmasked Estep 
Score: -154356352.000000 Penalty: 171196.781250
Splitting cluster 17 changes total score from -154335360.000000 to -154356352.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 18 (211267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211267 members 
Entering Unmasked Estep 
Score: -25518854.000000 Penalty: 3040.697754
	Iteration 0F: 2 clusters Score -2.551885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105519 members 
Mstep: Class 2 contains 105748 members 
Entering Unmasked Estep 
Score: -25389586.000000 Penalty: 6081.395508
	Iteration 0F: 3 clusters Score -2.538959e+07 nChanged 101505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104004 members 
Mstep: Class 2 contains 107263 members 
Entering Unmasked Estep 
Score: -25449584.000000 Penalty: 6081.395508
	Iteration 1F: 3 clusters Score -2.544958e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103090 members 
Mstep: Class 2 contains 108177 members 
Entering Unmasked Estep 
Score: -25450976.000000 Penalty: 6081.395508
	Iteration 2Q: 3 clusters Score -2.545098e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 109375 members 
Entering Unmasked Estep 
Score: -25453350.000000 Penalty: 6081.395508
	Iteration 3Q: 3 clusters Score -2.545335e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100419 members 
Mstep: Class 2 contains 110848 members 
Entering Unmasked Estep 
Score: -25456614.000000 Penalty: 6081.395508
	Iteration 4Q: 3 clusters Score -2.545661e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Mstep: Class 2 contains 112353 members 
Entering Unmasked Estep 
Score: -25461242.000000 Penalty: 6081.395508
	Iteration 5Q: 3 clusters Score -2.546124e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 113511 members 
Entering Unmasked Estep 
Score: -25468054.000000 Penalty: 6081.395508
	Iteration 6F: 3 clusters Score -2.546805e+07 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 113885 members 
Entering Unmasked Estep 
Score: -25478096.000000 Penalty: 6081.395508
	Iteration 7F: 3 clusters Score -2.54781e+07 nChanged 14642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98078 members 
Mstep: Class 2 contains 113189 members 
Entering Unmasked Estep 
Score: -25489870.000000 Penalty: 6081.395508
	Iteration 8F: 3 clusters Score -2.548987e+07 nChanged 14106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99758 members 
Mstep: Class 2 contains 111509 members 
Entering Unmasked Estep 
Score: -25501302.000000 Penalty: 6081.395508
	Iteration 9F: 3 clusters Score -2.55013e+07 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101843 members 
Mstep: Class 2 contains 109424 members 
Entering Unmasked Estep 
Score: -25509742.000000 Penalty: 6081.395508
	Iteration 10F: 3 clusters Score -2.550974e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104087 members 
Mstep: Class 2 contains 107180 members 
Entering Unmasked Estep 
Score: -25517332.000000 Penalty: 6081.395508
	Iteration 11Q: 3 clusters Score -2.551733e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106615 members 
Mstep: Class 2 contains 104652 members 
Entering Unmasked Estep 
Score: -25525302.000000 Penalty: 6081.395508
	Iteration 12Q: 3 clusters Score -2.55253e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109284 members 
Mstep: Class 2 contains 101983 members 
Entering Unmasked Estep 
Score: -25534392.000000 Penalty: 6081.395508
	Iteration 13Q: 3 clusters Score -2.553439e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111600 members 
Mstep: Class 2 contains 99667 members 
Entering Unmasked Estep 
Score: -25542224.000000 Penalty: 6081.395508
	Iteration 14Q: 3 clusters Score -2.554222e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113386 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -25547044.000000 Penalty: 6081.395508
	Iteration 15Q: 3 clusters Score -2.554704e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114660 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -25549060.000000 Penalty: 6081.395508
	Iteration 16Q: 3 clusters Score -2.554906e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115556 members 
Mstep: Class 2 contains 95711 members 
Entering Unmasked Estep 
Score: -25549938.000000 Penalty: 6081.395508
	Iteration 17Q: 3 clusters Score -2.554994e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116263 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -25550148.000000 Penalty: 6081.395508
	Iteration 18Q: 3 clusters Score -2.555015e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116816 members 
Mstep: Class 2 contains 94451 members 
Entering Unmasked Estep 
Score: -25550378.000000 Penalty: 6081.395508
	Iteration 19Q: 3 clusters Score -2.555038e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117233 members 
Mstep: Class 2 contains 94034 members 
Entering Unmasked Estep 
Score: -25550372.000000 Penalty: 6081.395508
	Iteration 20F: 3 clusters Score -2.555037e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117568 members 
Mstep: Class 2 contains 93699 members 
Entering Unmasked Estep 
Score: -25550442.000000 Penalty: 6081.395508
	Iteration 21Q: 3 clusters Score -2.555044e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117831 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -25550432.000000 Penalty: 6081.395508
	Iteration 22Q: 3 clusters Score -2.555043e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118007 members 
Mstep: Class 2 contains 93260 members 
Entering Unmasked Estep 
Score: -25550476.000000 Penalty: 6081.395508
	Iteration 23Q: 3 clusters Score -2.555048e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118138 members 
Mstep: Class 2 contains 93129 members 
Entering Unmasked Estep 
Score: -25550462.000000 Penalty: 6081.395508
	Iteration 24Q: 3 clusters Score -2.555046e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118243 members 
Mstep: Class 2 contains 93024 members 
Entering Unmasked Estep 
Score: -25550490.000000 Penalty: 6081.395508
	Iteration 25Q: 3 clusters Score -2.555049e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118341 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -25550544.000000 Penalty: 6081.395508
	Iteration 26Q: 3 clusters Score -2.555054e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118424 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -25550576.000000 Penalty: 6081.395508
	Iteration 27Q: 3 clusters Score -2.555058e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118493 members 
Mstep: Class 2 contains 92774 members 
Entering Unmasked Estep 
Score: -25550580.000000 Penalty: 6081.395508
	Iteration 28Q: 3 clusters Score -2.555058e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118545 members 
Mstep: Class 2 contains 92722 members 
Entering Unmasked Estep 
Score: -25550624.000000 Penalty: 6081.395508
	Iteration 29Q: 3 clusters Score -2.555062e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118599 members 
Mstep: Class 2 contains 92668 members 
Entering Unmasked Estep 
Score: -25550640.000000 Penalty: 6081.395508
	Iteration 30Q: 3 clusters Score -2.555064e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118641 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -25550616.000000 Penalty: 6081.395508
	Iteration 31Q: 3 clusters Score -2.555062e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118683 members 
Mstep: Class 2 contains 92584 members 
Entering Unmasked Estep 
Score: -25550638.000000 Penalty: 6081.395508
	Iteration 32Q: 3 clusters Score -2.555064e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118734 members 
Mstep: Class 2 contains 92533 members 
Entering Unmasked Estep 
Score: -25550638.000000 Penalty: 6081.395508
	Iteration 33Q: 3 clusters Score -2.555064e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118783 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
Score: -25550640.000000 Penalty: 6081.395508
	Iteration 34Q: 3 clusters Score -2.555064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118816 members 
Mstep: Class 2 contains 92451 members 
Entering Unmasked Estep 
Score: -25550656.000000 Penalty: 6081.395508
	Iteration 35Q: 3 clusters Score -2.555066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118833 members 
Mstep: Class 2 contains 92434 members 
Entering Unmasked Estep 
Score: -25550642.000000 Penalty: 6081.395508
	Iteration 36Q: 3 clusters Score -2.555064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118848 members 
Mstep: Class 2 contains 92419 members 
Entering Unmasked Estep 
Score: -25550624.000000 Penalty: 6081.395508
	Iteration 37Q: 3 clusters Score -2.555062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118860 members 
Mstep: Class 2 contains 92407 members 
Entering Unmasked Estep 
Score: -25550626.000000 Penalty: 6081.395508
	Iteration 38Q: 3 clusters Score -2.555063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118870 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -25550636.000000 Penalty: 6081.395508
	Iteration 39Q: 3 clusters Score -2.555064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118880 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -25550658.000000 Penalty: 6081.395508
	Iteration 40F: 3 clusters Score -2.555066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118887 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -25550656.000000 Penalty: 6081.395508
	Iteration 41Q: 3 clusters Score -2.555066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118893 members 
Mstep: Class 2 contains 92374 members 
Entering Unmasked Estep 
Score: -25550642.000000 Penalty: 6081.395508
	Iteration 42Q: 3 clusters Score -2.555064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118894 members 
Mstep: Class 2 contains 92373 members 
Entering Unmasked Estep 
Score: -25550644.000000 Penalty: 6081.395508
	Iteration 43Q: 3 clusters Score -2.555064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118896 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -25550634.000000 Penalty: 6081.395508
	Iteration 44Q: 3 clusters Score -2.555063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118900 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -25550640.000000 Penalty: 6081.395508
	Iteration 45Q: 3 clusters Score -2.555064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118904 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -25550638.000000 Penalty: 6081.395508
	Iteration 46Q: 3 clusters Score -2.555064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118908 members 
Mstep: Class 2 contains 92359 members 
Entering Unmasked Estep 
Score: -25550642.000000 Penalty: 6081.395508
	Iteration 47Q: 3 clusters Score -2.555064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118910 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -25550630.000000 Penalty: 6081.395508
	Iteration 48Q: 3 clusters Score -2.555063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118911 members 
Mstep: Class 2 contains 92356 members 
Entering Unmasked Estep 
Score: -25550630.000000 Penalty: 6081.395508
	Iteration 49Q: 3 clusters Score -2.555063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118912 members 
Mstep: Class 2 contains 92355 members 
Entering Unmasked Estep 
Score: -25550632.000000 Penalty: 6081.395508
	Iteration 50Q: 3 clusters Score -2.555063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118913 members 
Mstep: Class 2 contains 92354 members 
Entering Unmasked Estep 
Score: -25550624.000000 Penalty: 6081.395508
	Iteration 51Q: 3 clusters Score -2.555062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118914 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -25550630.000000 Penalty: 6081.395508
	Iteration 52Q: 3 clusters Score -2.555063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118914 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -25550630.000000 Penalty: 6081.395508
	Iteration 53F: 3 clusters Score -2.555063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 27924 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Entering Unmasked Estep 
Score: -154393008.000000 Penalty: 174690.593750
Splitting cluster 18 changes total score from -154335360.000000 to -154393008.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 19 (9118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Entering Unmasked Estep 
Score: -1072307.625000 Penalty: 2261.265381
	Iteration 0F: 2 clusters Score -1072308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1065189.750000 Penalty: 4522.530762
	Iteration 0F: 3 clusters Score -1065190 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1067481.250000 Penalty: 4522.530762
	Iteration 1F: 3 clusters Score -1067481 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1068460.375000 Penalty: 4522.530762
	Iteration 2F: 3 clusters Score -1068460 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1069459.125000 Penalty: 4522.530762
	Iteration 3F: 3 clusters Score -1069459 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1070260.000000 Penalty: 4522.530762
	Iteration 4F: 3 clusters Score -1070260 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1070980.500000 Penalty: 4522.530762
	Iteration 5F: 3 clusters Score -1070980 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1071569.500000 Penalty: 4522.530762
	Iteration 6F: 3 clusters Score -1071570 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1072168.875000 Penalty: 4522.530762
	Iteration 7Q: 3 clusters Score -1072169 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1072872.125000 Penalty: 4522.530762
	Iteration 8Q: 3 clusters Score -1072872 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1073440.875000 Penalty: 4522.530762
	Iteration 9Q: 3 clusters Score -1073441 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1073791.250000 Penalty: 4522.530762
	Iteration 10Q: 3 clusters Score -1073791 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1073956.250000 Penalty: 4522.530762
	Iteration 11Q: 3 clusters Score -1073956 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1074114.375000 Penalty: 4522.530762
	Iteration 12Q: 3 clusters Score -1074114 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1074291.625000 Penalty: 4522.530762
	Iteration 13Q: 3 clusters Score -1074292 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1074529.125000 Penalty: 4522.530762
	Iteration 14Q: 3 clusters Score -1074529 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1074857.375000 Penalty: 4522.530762
	Iteration 15Q: 3 clusters Score -1074857 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1075174.500000 Penalty: 4522.530762
	Iteration 16Q: 3 clusters Score -1075174 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1075416.750000 Penalty: 4522.530762
	Iteration 17Q: 3 clusters Score -1075417 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1075562.125000 Penalty: 4522.530762
	Iteration 18Q: 3 clusters Score -1075562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1075626.875000 Penalty: 4522.530762
	Iteration 19Q: 3 clusters Score -1075627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1075677.500000 Penalty: 4522.530762
	Iteration 20F: 3 clusters Score -1075678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1075696.000000 Penalty: 4522.530762
	Iteration 21Q: 3 clusters Score -1075696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1075701.000000 Penalty: 4522.530762
	Iteration 22Q: 3 clusters Score -1075701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1075704.250000 Penalty: 4522.530762
	Iteration 23Q: 3 clusters Score -1075704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1075705.750000 Penalty: 4522.530762
	Iteration 24Q: 3 clusters Score -1075706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1075707.500000 Penalty: 4522.530762
	Iteration 25Q: 3 clusters Score -1075708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1075707.000000 Penalty: 4522.530762
	Iteration 26Q: 3 clusters Score -1075707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1075709.750000 Penalty: 4522.530762
	Iteration 27Q: 3 clusters Score -1075710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1075709.875000 Penalty: 4522.530762
	Iteration 28Q: 3 clusters Score -1075710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1075709.500000 Penalty: 4522.530762
	Iteration 29Q: 3 clusters Score -1075710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1075709.500000 Penalty: 4522.530762
	Iteration 30Q: 3 clusters Score -1075710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1075709.875000 Penalty: 4522.530762
	Iteration 31Q: 3 clusters Score -1075710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1075709.750000 Penalty: 4522.530762
	Iteration 32Q: 3 clusters Score -1075710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1075709.750000 Penalty: 4522.530762
	Iteration 33F: 3 clusters Score -1075710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 27924 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Mstep: Class 51 contains 4535 members 
Entering Unmasked Estep 
Score: -154394960.000000 Penalty: 178184.406250
Splitting cluster 19 changes total score from -154335360.000000 to -154394960.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 20 (17819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Entering Unmasked Estep 
Score: -2209935.000000 Penalty: 2427.428955
	Iteration 0F: 2 clusters Score -2209935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2197313.250000 Penalty: 4854.857910
	Iteration 0F: 3 clusters Score -2197313 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2201767.500000 Penalty: 4854.857910
	Iteration 1F: 3 clusters Score -2201768 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2202617.750000 Penalty: 4854.857910
	Iteration 2F: 3 clusters Score -2202618 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2203608.000000 Penalty: 4854.857910
	Iteration 3F: 3 clusters Score -2203608 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2204762.750000 Penalty: 4854.857910
	Iteration 4F: 3 clusters Score -2204763 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2205842.250000 Penalty: 4854.857910
	Iteration 5F: 3 clusters Score -2205842 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2206622.500000 Penalty: 4854.857910
	Iteration 6F: 3 clusters Score -2206622 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2207078.500000 Penalty: 4854.857910
	Iteration 7Q: 3 clusters Score -2207078 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2207330.500000 Penalty: 4854.857910
	Iteration 8Q: 3 clusters Score -2207330 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2207477.000000 Penalty: 4854.857910
	Iteration 9Q: 3 clusters Score -2207477 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2207582.750000 Penalty: 4854.857910
	Iteration 10Q: 3 clusters Score -2207583 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2207692.750000 Penalty: 4854.857910
	Iteration 11Q: 3 clusters Score -2207693 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2207776.750000 Penalty: 4854.857910
	Iteration 12Q: 3 clusters Score -2207777 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2207871.500000 Penalty: 4854.857910
	Iteration 13Q: 3 clusters Score -2207872 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2207957.500000 Penalty: 4854.857910
	Iteration 14Q: 3 clusters Score -2207958 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2208027.750000 Penalty: 4854.857910
	Iteration 15Q: 3 clusters Score -2208028 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2208099.500000 Penalty: 4854.857910
	Iteration 16Q: 3 clusters Score -2208100 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2208147.000000 Penalty: 4854.857910
	Iteration 17Q: 3 clusters Score -2208147 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2208181.750000 Penalty: 4854.857910
	Iteration 18Q: 3 clusters Score -2208182 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2208219.000000 Penalty: 4854.857910
	Iteration 19Q: 3 clusters Score -2208219 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2208248.750000 Penalty: 4854.857910
	Iteration 20F: 3 clusters Score -2208249 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2208267.000000 Penalty: 4854.857910
	Iteration 21Q: 3 clusters Score -2208267 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2208288.750000 Penalty: 4854.857910
	Iteration 22Q: 3 clusters Score -2208289 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2208309.250000 Penalty: 4854.857910
	Iteration 23Q: 3 clusters Score -2208309 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2208343.750000 Penalty: 4854.857910
	Iteration 24Q: 3 clusters Score -2208344 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2208373.750000 Penalty: 4854.857910
	Iteration 25Q: 3 clusters Score -2208374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2208398.500000 Penalty: 4854.857910
	Iteration 26Q: 3 clusters Score -2208398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2208421.500000 Penalty: 4854.857910
	Iteration 27Q: 3 clusters Score -2208422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2208459.000000 Penalty: 4854.857910
	Iteration 28Q: 3 clusters Score -2208459 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2208489.750000 Penalty: 4854.857910
	Iteration 29Q: 3 clusters Score -2208490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2208523.000000 Penalty: 4854.857910
	Iteration 30Q: 3 clusters Score -2208523 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2208550.250000 Penalty: 4854.857910
	Iteration 31Q: 3 clusters Score -2208550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2208581.250000 Penalty: 4854.857910
	Iteration 32Q: 3 clusters Score -2208581 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2208612.750000 Penalty: 4854.857910
	Iteration 33Q: 3 clusters Score -2208613 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2208646.750000 Penalty: 4854.857910
	Iteration 34Q: 3 clusters Score -2208647 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2208702.500000 Penalty: 4854.857910
	Iteration 35Q: 3 clusters Score -2208702 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2208753.750000 Penalty: 4854.857910
	Iteration 36Q: 3 clusters Score -2208754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2208806.000000 Penalty: 4854.857910
	Iteration 37Q: 3 clusters Score -2208806 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2208852.500000 Penalty: 4854.857910
	Iteration 38Q: 3 clusters Score -2208852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2208884.750000 Penalty: 4854.857910
	Iteration 39Q: 3 clusters Score -2208885 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2208901.000000 Penalty: 4854.857910
	Iteration 40F: 3 clusters Score -2208901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2208912.750000 Penalty: 4854.857910
	Iteration 41Q: 3 clusters Score -2208913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2208922.000000 Penalty: 4854.857910
	Iteration 42Q: 3 clusters Score -2208922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2208927.000000 Penalty: 4854.857910
	Iteration 43Q: 3 clusters Score -2208927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2208929.000000 Penalty: 4854.857910
	Iteration 44Q: 3 clusters Score -2208929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2208929.000000 Penalty: 4854.857910
	Iteration 45Q: 3 clusters Score -2208929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2208928.000000 Penalty: 4854.857910
	Iteration 46Q: 3 clusters Score -2208928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2208930.250000 Penalty: 4854.857910
	Iteration 47Q: 3 clusters Score -2208930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2208928.250000 Penalty: 4854.857910
	Iteration 48Q: 3 clusters Score -2208928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2208928.250000 Penalty: 4854.857910
	Iteration 49F: 3 clusters Score -2208928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Entering Unmasked Estep 
Score: -3257679.250000 Penalty: 2538.835938
	Iteration 0F: 2 clusters Score -3257679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3238706.000000 Penalty: 5077.671875
	Iteration 0F: 3 clusters Score -3238706 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3248716.250000 Penalty: 5077.671875
	Iteration 1F: 3 clusters Score -3248716 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3253555.250000 Penalty: 5077.671875
	Iteration 2F: 3 clusters Score -3253555 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3260644.750000 Penalty: 5077.671875
	Iteration 3F: 3 clusters Score -3260645 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3268421.000000 Penalty: 5077.671875
	Iteration 4F: 3 clusters Score -3268421 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3272586.500000 Penalty: 5077.671875
	Iteration 5F: 3 clusters Score -3272586 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3274201.750000 Penalty: 5077.671875
	Iteration 6Q: 3 clusters Score -3274202 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3274797.250000 Penalty: 5077.671875
	Iteration 7Q: 3 clusters Score -3274797 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -3275100.250000 Penalty: 5077.671875
	Iteration 8Q: 3 clusters Score -3275100 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3275289.250000 Penalty: 5077.671875
	Iteration 9Q: 3 clusters Score -3275289 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3275416.000000 Penalty: 5077.671875
	Iteration 10Q: 3 clusters Score -3275416 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3275545.500000 Penalty: 5077.671875
	Iteration 11Q: 3 clusters Score -3275546 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3275714.750000 Penalty: 5077.671875
	Iteration 12Q: 3 clusters Score -3275715 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3275982.000000 Penalty: 5077.671875
	Iteration 13Q: 3 clusters Score -3275982 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3276198.250000 Penalty: 5077.671875
	Iteration 14Q: 3 clusters Score -3276198 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -3276360.500000 Penalty: 5077.671875
	Iteration 15Q: 3 clusters Score -3276360 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3276439.500000 Penalty: 5077.671875
	Iteration 16Q: 3 clusters Score -3276440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3276486.250000 Penalty: 5077.671875
	Iteration 17Q: 3 clusters Score -3276486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3276500.000000 Penalty: 5077.671875
	Iteration 18Q: 3 clusters Score -3276500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -3276509.500000 Penalty: 5077.671875
	Iteration 19Q: 3 clusters Score -3276510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -3276513.750000 Penalty: 5077.671875
	Iteration 20F: 3 clusters Score -3276514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3276521.000000 Penalty: 5077.671875
	Iteration 21Q: 3 clusters Score -3276521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3276527.500000 Penalty: 5077.671875
	Iteration 22Q: 3 clusters Score -3276528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3276528.000000 Penalty: 5077.671875
	Iteration 23Q: 3 clusters Score -3276528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3276527.750000 Penalty: 5077.671875
	Iteration 24Q: 3 clusters Score -3276528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3276528.500000 Penalty: 5077.671875
	Iteration 25Q: 3 clusters Score -3276528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3276527.000000 Penalty: 5077.671875
	Iteration 26Q: 3 clusters Score -3276527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -3276527.500000 Penalty: 5077.671875
	Iteration 27Q: 3 clusters Score -3276528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3276527.500000 Penalty: 5077.671875
	Iteration 28Q: 3 clusters Score -3276528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3276527.500000 Penalty: 5077.671875
	Iteration 29F: 3 clusters Score -3276528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Mstep: Class 51 contains 4535 members 
Mstep: Class 52 contains 4474 members 
Entering Unmasked Estep 
Score: -154412032.000000 Penalty: 181678.218750
Splitting cluster 21 changes total score from -154335360.000000 to -154412032.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 22 (20462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Entering Unmasked Estep 
Score: -2412310.750000 Penalty: 2461.728516
	Iteration 0F: 2 clusters Score -2412311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2397988.250000 Penalty: 4923.457031
	Iteration 0F: 3 clusters Score -2397988 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2403262.750000 Penalty: 4923.457031
	Iteration 1F: 3 clusters Score -2403263 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2404375.750000 Penalty: 4923.457031
	Iteration 2F: 3 clusters Score -2404376 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2405835.500000 Penalty: 4923.457031
	Iteration 3F: 3 clusters Score -2405836 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2407419.500000 Penalty: 4923.457031
	Iteration 4F: 3 clusters Score -2407420 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2408536.500000 Penalty: 4923.457031
	Iteration 5F: 3 clusters Score -2408536 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2409195.250000 Penalty: 4923.457031
	Iteration 6F: 3 clusters Score -2409195 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2409549.250000 Penalty: 4923.457031
	Iteration 7Q: 3 clusters Score -2409549 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2409724.000000 Penalty: 4923.457031
	Iteration 8Q: 3 clusters Score -2409724 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2409846.250000 Penalty: 4923.457031
	Iteration 9Q: 3 clusters Score -2409846 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2409922.750000 Penalty: 4923.457031
	Iteration 10Q: 3 clusters Score -2409923 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2409983.000000 Penalty: 4923.457031
	Iteration 11Q: 3 clusters Score -2409983 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2410024.500000 Penalty: 4923.457031
	Iteration 12Q: 3 clusters Score -2410024 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2410053.000000 Penalty: 4923.457031
	Iteration 13Q: 3 clusters Score -2410053 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2410081.250000 Penalty: 4923.457031
	Iteration 14Q: 3 clusters Score -2410081 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2410093.000000 Penalty: 4923.457031
	Iteration 15Q: 3 clusters Score -2410093 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2410103.750000 Penalty: 4923.457031
	Iteration 16Q: 3 clusters Score -2410104 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2410123.250000 Penalty: 4923.457031
	Iteration 17Q: 3 clusters Score -2410123 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2410146.250000 Penalty: 4923.457031
	Iteration 18Q: 3 clusters Score -2410146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2410165.500000 Penalty: 4923.457031
	Iteration 19Q: 3 clusters Score -2410166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2410161.500000 Penalty: 4923.457031
	Iteration 20F: 3 clusters Score -2410162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2410167.500000 Penalty: 4923.457031
	Iteration 21Q: 3 clusters Score -2410168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2410171.750000 Penalty: 4923.457031
	Iteration 22Q: 3 clusters Score -2410172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2410178.500000 Penalty: 4923.457031
	Iteration 23Q: 3 clusters Score -2410178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2410192.000000 Penalty: 4923.457031
	Iteration 24Q: 3 clusters Score -2410192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2410195.750000 Penalty: 4923.457031
	Iteration 25Q: 3 clusters Score -2410196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2410196.250000 Penalty: 4923.457031
	Iteration 26Q: 3 clusters Score -2410196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2410197.500000 Penalty: 4923.457031
	Iteration 27Q: 3 clusters Score -2410198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2410201.750000 Penalty: 4923.457031
	Iteration 28Q: 3 clusters Score -2410202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2410212.000000 Penalty: 4923.457031
	Iteration 29Q: 3 clusters Score -2410212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2410218.750000 Penalty: 4923.457031
	Iteration 30Q: 3 clusters Score -2410219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2410211.250000 Penalty: 4923.457031
	Iteration 31Q: 3 clusters Score -2410211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2410224.000000 Penalty: 4923.457031
	Iteration 32Q: 3 clusters Score -2410224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2410222.250000 Penalty: 4923.457031
	Iteration 33Q: 3 clusters Score -2410222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2410229.500000 Penalty: 4923.457031
	Iteration 34Q: 3 clusters Score -2410230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2410220.500000 Penalty: 4923.457031
	Iteration 35Q: 3 clusters Score -2410220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2410226.250000 Penalty: 4923.457031
	Iteration 36Q: 3 clusters Score -2410226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2410224.000000 Penalty: 4923.457031
	Iteration 37Q: 3 clusters Score -2410224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2410225.250000 Penalty: 4923.457031
	Iteration 38Q: 3 clusters Score -2410225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2410222.250000 Penalty: 4923.457031
	Iteration 39Q: 3 clusters Score -2410222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2410222.250000 Penalty: 4923.457031
	Iteration 40F: 3 clusters Score -2410222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2410220.500000 Penalty: 4923.457031
	Iteration 41Q: 3 clusters Score -2410220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2410220.500000 Penalty: 4923.457031
	Iteration 42F: 3 clusters Score -2410220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Entering Unmasked Estep 
Score: -869938.937500 Penalty: 2236.456055
	Iteration 0F: 2 clusters Score -869938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -863421.437500 Penalty: 4472.912109
	Iteration 0F: 3 clusters Score -863421.4 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -865386.500000 Penalty: 4472.912109
	Iteration 1F: 3 clusters Score -865386.5 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -865981.187500 Penalty: 4472.912109
	Iteration 2F: 3 clusters Score -865981.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -866582.500000 Penalty: 4472.912109
	Iteration 3F: 3 clusters Score -866582.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -867253.000000 Penalty: 4472.912109
	Iteration 4F: 3 clusters Score -867253 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -867862.750000 Penalty: 4472.912109
	Iteration 5F: 3 clusters Score -867862.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -868342.250000 Penalty: 4472.912109
	Iteration 6F: 3 clusters Score -868342.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -868686.750000 Penalty: 4472.912109
	Iteration 7F: 3 clusters Score -868686.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -868919.375000 Penalty: 4472.912109
	Iteration 8Q: 3 clusters Score -868919.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -869055.250000 Penalty: 4472.912109
	Iteration 9Q: 3 clusters Score -869055.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -869160.812500 Penalty: 4472.912109
	Iteration 10Q: 3 clusters Score -869160.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -869233.437500 Penalty: 4472.912109
	Iteration 11Q: 3 clusters Score -869233.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -869280.250000 Penalty: 4472.912109
	Iteration 12Q: 3 clusters Score -869280.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -869321.312500 Penalty: 4472.912109
	Iteration 13Q: 3 clusters Score -869321.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -869348.937500 Penalty: 4472.912109
	Iteration 14Q: 3 clusters Score -869348.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -869372.750000 Penalty: 4472.912109
	Iteration 15Q: 3 clusters Score -869372.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -869387.937500 Penalty: 4472.912109
	Iteration 16Q: 3 clusters Score -869387.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -869405.187500 Penalty: 4472.912109
	Iteration 17Q: 3 clusters Score -869405.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -869415.625000 Penalty: 4472.912109
	Iteration 18Q: 3 clusters Score -869415.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -869427.062500 Penalty: 4472.912109
	Iteration 19Q: 3 clusters Score -869427.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -869442.375000 Penalty: 4472.912109
	Iteration 20F: 3 clusters Score -869442.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -869459.000000 Penalty: 4472.912109
	Iteration 21Q: 3 clusters Score -869459 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -869471.375000 Penalty: 4472.912109
	Iteration 22Q: 3 clusters Score -869471.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -869493.187500 Penalty: 4472.912109
	Iteration 23Q: 3 clusters Score -869493.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -869521.000000 Penalty: 4472.912109
	Iteration 24Q: 3 clusters Score -869521 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -869542.562500 Penalty: 4472.912109
	Iteration 25Q: 3 clusters Score -869542.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -869561.500000 Penalty: 4472.912109
	Iteration 26Q: 3 clusters Score -869561.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -869590.937500 Penalty: 4472.912109
	Iteration 27Q: 3 clusters Score -869590.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -869629.375000 Penalty: 4472.912109
	Iteration 28Q: 3 clusters Score -869629.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -869664.312500 Penalty: 4472.912109
	Iteration 29Q: 3 clusters Score -869664.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -869696.000000 Penalty: 4472.912109
	Iteration 30Q: 3 clusters Score -869696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -869724.875000 Penalty: 4472.912109
	Iteration 31Q: 3 clusters Score -869724.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -869744.062500 Penalty: 4472.912109
	Iteration 32Q: 3 clusters Score -869744.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -869758.000000 Penalty: 4472.912109
	Iteration 33Q: 3 clusters Score -869758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -869775.562500 Penalty: 4472.912109
	Iteration 34Q: 3 clusters Score -869775.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -869796.000000 Penalty: 4472.912109
	Iteration 35Q: 3 clusters Score -869796 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -869818.312500 Penalty: 4472.912109
	Iteration 36Q: 3 clusters Score -869818.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -869853.250000 Penalty: 4472.912109
	Iteration 37Q: 3 clusters Score -869853.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -869883.750000 Penalty: 4472.912109
	Iteration 38Q: 3 clusters Score -869883.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -869905.187500 Penalty: 4472.912109
	Iteration 39Q: 3 clusters Score -869905.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -869926.187500 Penalty: 4472.912109
	Iteration 40F: 3 clusters Score -869926.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -869947.500000 Penalty: 4472.912109
	Iteration 41Q: 3 clusters Score -869947.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -869959.937500 Penalty: 4472.912109
	Iteration 42Q: 3 clusters Score -869959.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -869973.062500 Penalty: 4472.912109
	Iteration 43Q: 3 clusters Score -869973.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -869987.437500 Penalty: 4472.912109
	Iteration 44Q: 3 clusters Score -869987.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -869994.000000 Penalty: 4472.912109
	Iteration 45Q: 3 clusters Score -869994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -869999.437500 Penalty: 4472.912109
	Iteration 46Q: 3 clusters Score -869999.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -870000.437500 Penalty: 4472.912109
	Iteration 47Q: 3 clusters Score -870000.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -870003.750000 Penalty: 4472.912109
	Iteration 48Q: 3 clusters Score -870003.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -870009.375000 Penalty: 4472.912109
	Iteration 49Q: 3 clusters Score -870009.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -870013.812500 Penalty: 4472.912109
	Iteration 50Q: 3 clusters Score -870013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -870012.750000 Penalty: 4472.912109
	Iteration 51Q: 3 clusters Score -870012.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -870015.250000 Penalty: 4472.912109
	Iteration 52Q: 3 clusters Score -870015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -870018.125000 Penalty: 4472.912109
	Iteration 53Q: 3 clusters Score -870018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -870017.687500 Penalty: 4472.912109
	Iteration 54Q: 3 clusters Score -870017.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -870017.687500 Penalty: 4472.912109
	Iteration 55F: 3 clusters Score -870017.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 6038 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Mstep: Class 51 contains 4535 members 
Mstep: Class 52 contains 4474 members 
Mstep: Class 53 contains 4601 members 
Entering Unmasked Estep 
Score: -154410864.000000 Penalty: 185172.031250
Splitting cluster 23 changes total score from -154335360.000000 to -154410864.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 24 (6038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Entering Unmasked Estep 
Score: -707040.625000 Penalty: 2159.045166
	Iteration 0F: 2 clusters Score -707040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -701865.437500 Penalty: 4318.090332
	Iteration 0F: 3 clusters Score -701865.4 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -703293.375000 Penalty: 4318.090332
	Iteration 1F: 3 clusters Score -703293.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -703763.812500 Penalty: 4318.090332
	Iteration 2F: 3 clusters Score -703763.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -704285.937500 Penalty: 4318.090332
	Iteration 3F: 3 clusters Score -704285.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -705027.875000 Penalty: 4318.090332
	Iteration 4F: 3 clusters Score -705027.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -705958.375000 Penalty: 4318.090332
	Iteration 5F: 3 clusters Score -705958.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -706779.750000 Penalty: 4318.090332
	Iteration 6F: 3 clusters Score -706779.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -707290.250000 Penalty: 4318.090332
	Iteration 7F: 3 clusters Score -707290.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -707563.437500 Penalty: 4318.090332
	Iteration 8Q: 3 clusters Score -707563.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -707805.062500 Penalty: 4318.090332
	Iteration 9Q: 3 clusters Score -707805.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -707979.750000 Penalty: 4318.090332
	Iteration 10Q: 3 clusters Score -707979.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -708094.187500 Penalty: 4318.090332
	Iteration 11Q: 3 clusters Score -708094.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -708143.562500 Penalty: 4318.090332
	Iteration 12Q: 3 clusters Score -708143.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -708160.937500 Penalty: 4318.090332
	Iteration 13Q: 3 clusters Score -708160.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -708168.812500 Penalty: 4318.090332
	Iteration 14Q: 3 clusters Score -708168.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -708172.125000 Penalty: 4318.090332
	Iteration 15Q: 3 clusters Score -708172.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -708173.250000 Penalty: 4318.090332
	Iteration 16Q: 3 clusters Score -708173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -708174.125000 Penalty: 4318.090332
	Iteration 17Q: 3 clusters Score -708174.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -708177.375000 Penalty: 4318.090332
	Iteration 18Q: 3 clusters Score -708177.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -708176.562500 Penalty: 4318.090332
	Iteration 19Q: 3 clusters Score -708176.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -708176.750000 Penalty: 4318.090332
	Iteration 20F: 3 clusters Score -708176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -708177.687500 Penalty: 4318.090332
	Iteration 21Q: 3 clusters Score -708177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -708178.750000 Penalty: 4318.090332
	Iteration 22Q: 3 clusters Score -708178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -708178.750000 Penalty: 4318.090332
	Iteration 23F: 3 clusters Score -708178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3456 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Mstep: Class 51 contains 4535 members 
Mstep: Class 52 contains 4474 members 
Mstep: Class 53 contains 4601 members 
Mstep: Class 54 contains 2582 members 
Entering Unmasked Estep 
Score: -154410640.000000 Penalty: 188665.828125
Splitting cluster 24 changes total score from -154335360.000000 to -154410640.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 25 (7403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Entering Unmasked Estep 
Score: -851048.250000 Penalty: 2209.590820
	Iteration 0F: 2 clusters Score -851048.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -845068.750000 Penalty: 4419.181641
	Iteration 0F: 3 clusters Score -845068.8 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -846923.937500 Penalty: 4419.181641
	Iteration 1F: 3 clusters Score -846923.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -847528.375000 Penalty: 4419.181641
	Iteration 2F: 3 clusters Score -847528.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -848114.812500 Penalty: 4419.181641
	Iteration 3F: 3 clusters Score -848114.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -848708.187500 Penalty: 4419.181641
	Iteration 4F: 3 clusters Score -848708.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -849333.437500 Penalty: 4419.181641
	Iteration 5F: 3 clusters Score -849333.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -849785.312500 Penalty: 4419.181641
	Iteration 6F: 3 clusters Score -849785.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -850124.562500 Penalty: 4419.181641
	Iteration 7Q: 3 clusters Score -850124.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -850421.687500 Penalty: 4419.181641
	Iteration 8Q: 3 clusters Score -850421.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -850716.375000 Penalty: 4419.181641
	Iteration 9Q: 3 clusters Score -850716.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -851013.125000 Penalty: 4419.181641
	Iteration 10Q: 3 clusters Score -851013.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -851280.687500 Penalty: 4419.181641
	Iteration 11Q: 3 clusters Score -851280.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -851445.250000 Penalty: 4419.181641
	Iteration 12Q: 3 clusters Score -851445.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -851546.375000 Penalty: 4419.181641
	Iteration 13Q: 3 clusters Score -851546.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -851620.125000 Penalty: 4419.181641
	Iteration 14Q: 3 clusters Score -851620.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -851665.500000 Penalty: 4419.181641
	Iteration 15Q: 3 clusters Score -851665.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -851692.687500 Penalty: 4419.181641
	Iteration 16Q: 3 clusters Score -851692.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -851701.687500 Penalty: 4419.181641
	Iteration 17Q: 3 clusters Score -851701.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -851715.687500 Penalty: 4419.181641
	Iteration 18Q: 3 clusters Score -851715.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -851728.062500 Penalty: 4419.181641
	Iteration 19Q: 3 clusters Score -851728.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -851731.562500 Penalty: 4419.181641
	Iteration 20F: 3 clusters Score -851731.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -851733.437500 Penalty: 4419.181641
	Iteration 21Q: 3 clusters Score -851733.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -851734.562500 Penalty: 4419.181641
	Iteration 22Q: 3 clusters Score -851734.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -851735.187500 Penalty: 4419.181641
	Iteration 23Q: 3 clusters Score -851735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -851735.750000 Penalty: 4419.181641
	Iteration 24Q: 3 clusters Score -851735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -851738.625000 Penalty: 4419.181641
	Iteration 25Q: 3 clusters Score -851738.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -851740.562500 Penalty: 4419.181641
	Iteration 26Q: 3 clusters Score -851740.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -851740.875000 Penalty: 4419.181641
	Iteration 27Q: 3 clusters Score -851740.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -851744.375000 Penalty: 4419.181641
	Iteration 28Q: 3 clusters Score -851744.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -851748.437500 Penalty: 4419.181641
	Iteration 29Q: 3 clusters Score -851748.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -851752.875000 Penalty: 4419.181641
	Iteration 30Q: 3 clusters Score -851752.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -851760.500000 Penalty: 4419.181641
	Iteration 31Q: 3 clusters Score -851760.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -851761.500000 Penalty: 4419.181641
	Iteration 32Q: 3 clusters Score -851761.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -851762.437500 Penalty: 4419.181641
	Iteration 33Q: 3 clusters Score -851762.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -851763.687500 Penalty: 4419.181641
	Iteration 34Q: 3 clusters Score -851763.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -851765.000000 Penalty: 4419.181641
	Iteration 35Q: 3 clusters Score -851765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -851763.375000 Penalty: 4419.181641
	Iteration 36Q: 3 clusters Score -851763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -851763.562500 Penalty: 4419.181641
	Iteration 37Q: 3 clusters Score -851763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -851762.187500 Penalty: 4419.181641
	Iteration 38Q: 3 clusters Score -851762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -851764.500000 Penalty: 4419.181641
	Iteration 39Q: 3 clusters Score -851764.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -851764.500000 Penalty: 4419.181641
	Iteration 40F: 3 clusters Score -851764.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3456 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Mstep: Class 51 contains 4535 members 
Mstep: Class 52 contains 4474 members 
Mstep: Class 53 contains 4601 members 
Mstep: Class 54 contains 2582 members 
Mstep: Class 55 contains 4445 members 
Entering Unmasked Estep 
Score: -154410176.000000 Penalty: 192159.640625
Splitting cluster 25 changes total score from -154335360.000000 to -154410176.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 26 (9741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Entering Unmasked Estep 
Score: -1117634.125000 Penalty: 2277.656494
	Iteration 0F: 2 clusters Score -1117634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1110198.625000 Penalty: 4555.312988
	Iteration 0F: 3 clusters Score -1110199 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1112933.375000 Penalty: 4555.312988
	Iteration 1F: 3 clusters Score -1112933 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1114321.125000 Penalty: 4555.312988
	Iteration 2F: 3 clusters Score -1114321 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1116158.500000 Penalty: 4555.312988
	Iteration 3F: 3 clusters Score -1116158 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1117565.375000 Penalty: 4555.312988
	Iteration 4F: 3 clusters Score -1117565 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1118314.875000 Penalty: 4555.312988
	Iteration 5F: 3 clusters Score -1118315 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1118816.625000 Penalty: 4555.312988
	Iteration 6Q: 3 clusters Score -1118817 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1119196.375000 Penalty: 4555.312988
	Iteration 7Q: 3 clusters Score -1119196 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1119537.500000 Penalty: 4555.312988
	Iteration 8Q: 3 clusters Score -1119538 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1119821.250000 Penalty: 4555.312988
	Iteration 9Q: 3 clusters Score -1119821 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1120170.750000 Penalty: 4555.312988
	Iteration 10Q: 3 clusters Score -1120171 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1120510.375000 Penalty: 4555.312988
	Iteration 11Q: 3 clusters Score -1120510 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1120785.625000 Penalty: 4555.312988
	Iteration 12Q: 3 clusters Score -1120786 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1120927.875000 Penalty: 4555.312988
	Iteration 13Q: 3 clusters Score -1120928 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1121032.000000 Penalty: 4555.312988
	Iteration 14Q: 3 clusters Score -1121032 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1121132.625000 Penalty: 4555.312988
	Iteration 15Q: 3 clusters Score -1121133 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1121237.250000 Penalty: 4555.312988
	Iteration 16Q: 3 clusters Score -1121237 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1121355.625000 Penalty: 4555.312988
	Iteration 17Q: 3 clusters Score -1121356 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1121448.375000 Penalty: 4555.312988
	Iteration 18Q: 3 clusters Score -1121448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1121532.000000 Penalty: 4555.312988
	Iteration 19Q: 3 clusters Score -1121532 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1121621.125000 Penalty: 4555.312988
	Iteration 20F: 3 clusters Score -1121621 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1121722.000000 Penalty: 4555.312988
	Iteration 21Q: 3 clusters Score -1121722 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1121860.125000 Penalty: 4555.312988
	Iteration 22Q: 3 clusters Score -1121860 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1122039.875000 Penalty: 4555.312988
	Iteration 23Q: 3 clusters Score -1122040 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1122269.750000 Penalty: 4555.312988
	Iteration 24Q: 3 clusters Score -1122270 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1122410.875000 Penalty: 4555.312988
	Iteration 25Q: 3 clusters Score -1122411 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1122471.875000 Penalty: 4555.312988
	Iteration 26Q: 3 clusters Score -1122472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1122494.750000 Penalty: 4555.312988
	Iteration 27Q: 3 clusters Score -1122495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1122503.000000 Penalty: 4555.312988
	Iteration 28Q: 3 clusters Score -1122503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1122507.250000 Penalty: 4555.312988
	Iteration 29Q: 3 clusters Score -1122507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1122509.625000 Penalty: 4555.312988
	Iteration 30Q: 3 clusters Score -1122510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1122510.500000 Penalty: 4555.312988
	Iteration 31Q: 3 clusters Score -1122510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1122511.875000 Penalty: 4555.312988
	Iteration 32Q: 3 clusters Score -1122512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1122510.375000 Penalty: 4555.312988
	Iteration 33Q: 3 clusters Score -1122510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1122509.875000 Penalty: 4555.312988
	Iteration 34Q: 3 clusters Score -1122510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1122509.375000 Penalty: 4555.312988
	Iteration 35Q: 3 clusters Score -1122509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1122510.625000 Penalty: 4555.312988
	Iteration 36Q: 3 clusters Score -1122511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1122510.750000 Penalty: 4555.312988
	Iteration 37Q: 3 clusters Score -1122511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1122511.125000 Penalty: 4555.312988
	Iteration 38F: 3 clusters Score -1122511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1122509.750000 Penalty: 4555.312988
	Iteration 39Q: 3 clusters Score -1122510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1122511.500000 Penalty: 4555.312988
	Iteration 40F: 3 clusters Score -1122512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3456 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Mstep: Class 51 contains 4535 members 
Mstep: Class 52 contains 4474 members 
Mstep: Class 53 contains 4601 members 
Mstep: Class 54 contains 2582 members 
Mstep: Class 55 contains 4445 members 
Mstep: Class 56 contains 4892 members 
Entering Unmasked Estep 
Score: -154413632.000000 Penalty: 195653.453125
Splitting cluster 26 changes total score from -154335360.000000 to -154413632.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 27 (19757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Entering Unmasked Estep 
Score: -2449027.000000 Penalty: 2453.033203
	Iteration 0F: 2 clusters Score -2449027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2435143.500000 Penalty: 4906.066406
	Iteration 0F: 3 clusters Score -2435144 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2440052.500000 Penalty: 4906.066406
	Iteration 1F: 3 clusters Score -2440052 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2441387.250000 Penalty: 4906.066406
	Iteration 2F: 3 clusters Score -2441387 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2442979.250000 Penalty: 4906.066406
	Iteration 3F: 3 clusters Score -2442979 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2444443.000000 Penalty: 4906.066406
	Iteration 4F: 3 clusters Score -2444443 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2445806.750000 Penalty: 4906.066406
	Iteration 5F: 3 clusters Score -2445807 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2447069.750000 Penalty: 4906.066406
	Iteration 6F: 3 clusters Score -2447070 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2447898.250000 Penalty: 4906.066406
	Iteration 7F: 3 clusters Score -2447898 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2448459.250000 Penalty: 4906.066406
	Iteration 8Q: 3 clusters Score -2448459 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2448814.500000 Penalty: 4906.066406
	Iteration 9Q: 3 clusters Score -2448814 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2449073.500000 Penalty: 4906.066406
	Iteration 10Q: 3 clusters Score -2449074 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2449264.000000 Penalty: 4906.066406
	Iteration 11Q: 3 clusters Score -2449264 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2449420.500000 Penalty: 4906.066406
	Iteration 12Q: 3 clusters Score -2449420 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2449529.500000 Penalty: 4906.066406
	Iteration 13Q: 3 clusters Score -2449530 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2449649.750000 Penalty: 4906.066406
	Iteration 14Q: 3 clusters Score -2449650 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2449773.750000 Penalty: 4906.066406
	Iteration 15Q: 3 clusters Score -2449774 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2449873.500000 Penalty: 4906.066406
	Iteration 16Q: 3 clusters Score -2449874 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2449972.500000 Penalty: 4906.066406
	Iteration 17Q: 3 clusters Score -2449972 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2450054.750000 Penalty: 4906.066406
	Iteration 18Q: 3 clusters Score -2450055 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2450141.250000 Penalty: 4906.066406
	Iteration 19Q: 3 clusters Score -2450141 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2450210.500000 Penalty: 4906.066406
	Iteration 20F: 3 clusters Score -2450210 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2450260.000000 Penalty: 4906.066406
	Iteration 21Q: 3 clusters Score -2450260 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2450302.250000 Penalty: 4906.066406
	Iteration 22Q: 3 clusters Score -2450302 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2450333.000000 Penalty: 4906.066406
	Iteration 23Q: 3 clusters Score -2450333 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2450364.750000 Penalty: 4906.066406
	Iteration 24Q: 3 clusters Score -2450365 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2450416.000000 Penalty: 4906.066406
	Iteration 25Q: 3 clusters Score -2450416 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2450451.750000 Penalty: 4906.066406
	Iteration 26Q: 3 clusters Score -2450452 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2450497.750000 Penalty: 4906.066406
	Iteration 27Q: 3 clusters Score -2450498 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2450532.250000 Penalty: 4906.066406
	Iteration 28Q: 3 clusters Score -2450532 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2450553.500000 Penalty: 4906.066406
	Iteration 29Q: 3 clusters Score -2450554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2450574.750000 Penalty: 4906.066406
	Iteration 30Q: 3 clusters Score -2450575 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2450584.000000 Penalty: 4906.066406
	Iteration 31Q: 3 clusters Score -2450584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2450586.250000 Penalty: 4906.066406
	Iteration 32Q: 3 clusters Score -2450586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2450603.750000 Penalty: 4906.066406
	Iteration 33Q: 3 clusters Score -2450604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2450610.250000 Penalty: 4906.066406
	Iteration 34Q: 3 clusters Score -2450610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2450617.250000 Penalty: 4906.066406
	Iteration 35Q: 3 clusters Score -2450617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2450632.000000 Penalty: 4906.066406
	Iteration 36Q: 3 clusters Score -2450632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2450638.500000 Penalty: 4906.066406
	Iteration 37Q: 3 clusters Score -2450638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2450642.250000 Penalty: 4906.066406
	Iteration 38Q: 3 clusters Score -2450642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2450645.750000 Penalty: 4906.066406
	Iteration 39Q: 3 clusters Score -2450646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2450649.250000 Penalty: 4906.066406
	Iteration 40F: 3 clusters Score -2450649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2450653.750000 Penalty: 4906.066406
	Iteration 41Q: 3 clusters Score -2450654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2450658.000000 Penalty: 4906.066406
	Iteration 42Q: 3 clusters Score -2450658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2450656.750000 Penalty: 4906.066406
	Iteration 43Q: 3 clusters Score -2450657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2450656.750000 Penalty: 4906.066406
	Iteration 44Q: 3 clusters Score -2450657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2450659.750000 Penalty: 4906.066406
	Iteration 45Q: 3 clusters Score -2450660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2450659.250000 Penalty: 4906.066406
	Iteration 46Q: 3 clusters Score -2450659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2450658.000000 Penalty: 4906.066406
	Iteration 47Q: 3 clusters Score -2450658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2450659.250000 Penalty: 4906.066406
	Iteration 48Q: 3 clusters Score -2450659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2450660.250000 Penalty: 4906.066406
	Iteration 49Q: 3 clusters Score -2450660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2450660.500000 Penalty: 4906.066406
	Iteration 50Q: 3 clusters Score -2450660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2450660.750000 Penalty: 4906.066406
	Iteration 51Q: 3 clusters Score -2450661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2450657.750000 Penalty: 4906.066406
	Iteration 52Q: 3 clusters Score -2450658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2450659.500000 Penalty: 4906.066406
	Iteration 53Q: 3 clusters Score -2450660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2450656.500000 Penalty: 4906.066406
	Iteration 54Q: 3 clusters Score -2450656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2450659.500000 Penalty: 4906.066406
	Iteration 55Q: 3 clusters Score -2450660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2450659.500000 Penalty: 4906.066406
	Iteration 56F: 3 clusters Score -2450660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3456 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 5087 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 3950 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Mstep: Class 51 contains 4535 members 
Mstep: Class 52 contains 4474 members 
Mstep: Class 53 contains 4601 members 
Mstep: Class 54 contains 2582 members 
Mstep: Class 55 contains 4445 members 
Mstep: Class 56 contains 4892 members 
Mstep: Class 57 contains 14670 members 
Entering Unmasked Estep 
Score: -154414432.000000 Penalty: 199147.265625
Splitting cluster 27 changes total score from -154335360.000000 to -154414432.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 28 (100921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Entering Unmasked Estep 
Score: -12249518.000000 Penalty: 2857.479248
	Iteration 0F: 2 clusters Score -1.224952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -12181875.000000 Penalty: 5714.958496
	Iteration 0F: 3 clusters Score -1.218188e+07 nChanged 47817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -12208788.000000 Penalty: 5714.958496
	Iteration 1F: 3 clusters Score -1.220879e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -12209483.000000 Penalty: 5714.958496
	Iteration 2Q: 3 clusters Score -1.220948e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -12210286.000000 Penalty: 5714.958496
	Iteration 3Q: 3 clusters Score -1.221029e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -12211096.000000 Penalty: 5714.958496
	Iteration 4Q: 3 clusters Score -1.22111e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -12211985.000000 Penalty: 5714.958496
	Iteration 5Q: 3 clusters Score -1.221198e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -12213119.000000 Penalty: 5714.958496
	Iteration 6Q: 3 clusters Score -1.221312e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -12214582.000000 Penalty: 5714.958496
	Iteration 7Q: 3 clusters Score -1.221458e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -12216671.000000 Penalty: 5714.958496
	Iteration 8Q: 3 clusters Score -1.221667e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -12219568.000000 Penalty: 5714.958496
	Iteration 9F: 3 clusters Score -1.221957e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -12223149.000000 Penalty: 5714.958496
	Iteration 10F: 3 clusters Score -1.222315e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -12226680.000000 Penalty: 5714.958496
	Iteration 11F: 3 clusters Score -1.222668e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64124 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -12229509.000000 Penalty: 5714.958496
	Iteration 12F: 3 clusters Score -1.222951e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -12231281.000000 Penalty: 5714.958496
	Iteration 13Q: 3 clusters Score -1.223128e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -12232208.000000 Penalty: 5714.958496
	Iteration 14Q: 3 clusters Score -1.223221e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -12232786.000000 Penalty: 5714.958496
	Iteration 15Q: 3 clusters Score -1.223279e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70515 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -12233283.000000 Penalty: 5714.958496
	Iteration 16Q: 3 clusters Score -1.223328e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -12233874.000000 Penalty: 5714.958496
	Iteration 17Q: 3 clusters Score -1.223387e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -12234458.000000 Penalty: 5714.958496
	Iteration 18Q: 3 clusters Score -1.223446e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -12234992.000000 Penalty: 5714.958496
	Iteration 19Q: 3 clusters Score -1.223499e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -12235641.000000 Penalty: 5714.958496
	Iteration 20F: 3 clusters Score -1.223564e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79467 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -12236290.000000 Penalty: 5714.958496
	Iteration 21Q: 3 clusters Score -1.223629e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81362 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -12237027.000000 Penalty: 5714.958496
	Iteration 22Q: 3 clusters Score -1.223703e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83284 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -12237790.000000 Penalty: 5714.958496
	Iteration 23Q: 3 clusters Score -1.223779e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -12238537.000000 Penalty: 5714.958496
	Iteration 24Q: 3 clusters Score -1.223854e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -12239456.000000 Penalty: 5714.958496
	Iteration 25Q: 3 clusters Score -1.223946e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -12240425.000000 Penalty: 5714.958496
	Iteration 26Q: 3 clusters Score -1.224042e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91020 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -12241517.000000 Penalty: 5714.958496
	Iteration 27Q: 3 clusters Score -1.224152e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92773 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -12242585.000000 Penalty: 5714.958496
	Iteration 28Q: 3 clusters Score -1.224258e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94320 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -12243543.000000 Penalty: 5714.958496
	Iteration 29Q: 3 clusters Score -1.224354e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95682 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -12244398.000000 Penalty: 5714.958496
	Iteration 30Q: 3 clusters Score -1.22444e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -12245081.000000 Penalty: 5714.958496
	Iteration 31Q: 3 clusters Score -1.224508e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97652 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -12245665.000000 Penalty: 5714.958496
	Iteration 32Q: 3 clusters Score -1.224566e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98337 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -12246167.000000 Penalty: 5714.958496
	Iteration 33Q: 3 clusters Score -1.224617e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98841 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -12246509.000000 Penalty: 5714.958496
	Iteration 34Q: 3 clusters Score -1.224651e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -12246744.000000 Penalty: 5714.958496
	Iteration 35Q: 3 clusters Score -1.224674e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99430 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -12246883.000000 Penalty: 5714.958496
	Iteration 36Q: 3 clusters Score -1.224688e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99606 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -12247019.000000 Penalty: 5714.958496
	Iteration 37Q: 3 clusters Score -1.224702e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99720 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -12247103.000000 Penalty: 5714.958496
	Iteration 38Q: 3 clusters Score -1.22471e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -12247129.000000 Penalty: 5714.958496
	Iteration 39Q: 3 clusters Score -1.224713e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99861 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12247131.000000 Penalty: 5714.958496
	Iteration 40F: 3 clusters Score -1.224713e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99906 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -12247147.000000 Penalty: 5714.958496
	Iteration 41Q: 3 clusters Score -1.224715e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12247174.000000 Penalty: 5714.958496
	Iteration 42Q: 3 clusters Score -1.224717e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99979 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12247198.000000 Penalty: 5714.958496
	Iteration 43Q: 3 clusters Score -1.22472e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100006 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -12247209.000000 Penalty: 5714.958496
	Iteration 44Q: 3 clusters Score -1.224721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100023 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12247211.000000 Penalty: 5714.958496
	Iteration 45Q: 3 clusters Score -1.224721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100034 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -12247208.000000 Penalty: 5714.958496
	Iteration 46Q: 3 clusters Score -1.224721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100039 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -12247202.000000 Penalty: 5714.958496
	Iteration 47Q: 3 clusters Score -1.22472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100041 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12247217.000000 Penalty: 5714.958496
	Iteration 48Q: 3 clusters Score -1.224722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100048 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12247219.000000 Penalty: 5714.958496
	Iteration 49Q: 3 clusters Score -1.224722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100054 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -12247220.000000 Penalty: 5714.958496
	Iteration 50Q: 3 clusters Score -1.224722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100058 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -12247213.000000 Penalty: 5714.958496
	Iteration 51Q: 3 clusters Score -1.224721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100063 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12247213.000000 Penalty: 5714.958496
	Iteration 52Q: 3 clusters Score -1.224721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100065 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -12247211.000000 Penalty: 5714.958496
	Iteration 53Q: 3 clusters Score -1.224721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100068 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12247217.000000 Penalty: 5714.958496
	Iteration 54Q: 3 clusters Score -1.224722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100071 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -12247227.000000 Penalty: 5714.958496
	Iteration 55Q: 3 clusters Score -1.224723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100073 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12247221.000000 Penalty: 5714.958496
	Iteration 56Q: 3 clusters Score -1.224722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100074 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -12247227.000000 Penalty: 5714.958496
	Iteration 57Q: 3 clusters Score -1.224723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100078 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -12247234.000000 Penalty: 5714.958496
	Iteration 58Q: 3 clusters Score -1.224723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100079 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -12247235.000000 Penalty: 5714.958496
	Iteration 59Q: 3 clusters Score -1.224724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100080 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12247237.000000 Penalty: 5714.958496
	Iteration 60F: 3 clusters Score -1.224724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100083 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12247241.000000 Penalty: 5714.958496
	Iteration 61Q: 3 clusters Score -1.224724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100088 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -12247237.000000 Penalty: 5714.958496
	Iteration 62Q: 3 clusters Score -1.224724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100090 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12247231.000000 Penalty: 5714.958496
	Iteration 63Q: 3 clusters Score -1.224723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12247234.000000 Penalty: 5714.958496
	Iteration 64Q: 3 clusters Score -1.224723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12247232.000000 Penalty: 5714.958496
	Iteration 65Q: 3 clusters Score -1.224723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100099 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -12247238.000000 Penalty: 5714.958496
	Iteration 66Q: 3 clusters Score -1.224724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100102 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12247237.000000 Penalty: 5714.958496
	Iteration 67Q: 3 clusters Score -1.224724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100106 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12247238.000000 Penalty: 5714.958496
	Iteration 68Q: 3 clusters Score -1.224724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12247257.000000 Penalty: 5714.958496
	Iteration 69Q: 3 clusters Score -1.224726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100112 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12247265.000000 Penalty: 5714.958496
	Iteration 70Q: 3 clusters Score -1.224726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100112 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12247259.000000 Penalty: 5714.958496
	Iteration 71Q: 3 clusters Score -1.224726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100113 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -12247259.000000 Penalty: 5714.958496
	Iteration 72Q: 3 clusters Score -1.224726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100114 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -12247267.000000 Penalty: 5714.958496
	Iteration 73Q: 3 clusters Score -1.224727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100116 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12247258.000000 Penalty: 5714.958496
	Iteration 74Q: 3 clusters Score -1.224726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100118 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12247253.000000 Penalty: 5714.958496
	Iteration 75Q: 3 clusters Score -1.224725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100119 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12247262.000000 Penalty: 5714.958496
	Iteration 76Q: 3 clusters Score -1.224726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100118 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12247259.000000 Penalty: 5714.958496
	Iteration 77Q: 3 clusters Score -1.224726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100120 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -12247264.000000 Penalty: 5714.958496
	Iteration 78Q: 3 clusters Score -1.224726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12247273.000000 Penalty: 5714.958496
	Iteration 79Q: 3 clusters Score -1.224727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12247273.000000 Penalty: 5714.958496
	Iteration 80F: 3 clusters Score -1.224727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Entering Unmasked Estep 
Score: -607514.062500 Penalty: 2053.804932
	Iteration 0F: 2 clusters Score -607514.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -603793.625000 Penalty: 4107.609863
	Iteration 0F: 3 clusters Score -603793.6 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -605183.125000 Penalty: 4107.609863
	Iteration 1F: 3 clusters Score -605183.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -606173.375000 Penalty: 4107.609863
	Iteration 2F: 3 clusters Score -606173.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -607150.500000 Penalty: 4107.609863
	Iteration 3F: 3 clusters Score -607150.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -607759.562500 Penalty: 4107.609863
	Iteration 4F: 3 clusters Score -607759.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -608134.937500 Penalty: 4107.609863
	Iteration 5F: 3 clusters Score -608134.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -608421.937500 Penalty: 4107.609863
	Iteration 6Q: 3 clusters Score -608421.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -608540.562500 Penalty: 4107.609863
	Iteration 7Q: 3 clusters Score -608540.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -608584.687500 Penalty: 4107.609863
	Iteration 8Q: 3 clusters Score -608584.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -608617.250000 Penalty: 4107.609863
	Iteration 9Q: 3 clusters Score -608617.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -608669.062500 Penalty: 4107.609863
	Iteration 10Q: 3 clusters Score -608669.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -608763.250000 Penalty: 4107.609863
	Iteration 11Q: 3 clusters Score -608763.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -608865.750000 Penalty: 4107.609863
	Iteration 12Q: 3 clusters Score -608865.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -608914.125000 Penalty: 4107.609863
	Iteration 13Q: 3 clusters Score -608914.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -608944.625000 Penalty: 4107.609863
	Iteration 14Q: 3 clusters Score -608944.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -608971.187500 Penalty: 4107.609863
	Iteration 15Q: 3 clusters Score -608971.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -608996.937500 Penalty: 4107.609863
	Iteration 16Q: 3 clusters Score -608996.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -609042.000000 Penalty: 4107.609863
	Iteration 17Q: 3 clusters Score -609042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -609094.312500 Penalty: 4107.609863
	Iteration 18Q: 3 clusters Score -609094.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -609136.500000 Penalty: 4107.609863
	Iteration 19Q: 3 clusters Score -609136.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -609164.437500 Penalty: 4107.609863
	Iteration 20F: 3 clusters Score -609164.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -609186.000000 Penalty: 4107.609863
	Iteration 21Q: 3 clusters Score -609186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -609210.000000 Penalty: 4107.609863
	Iteration 22Q: 3 clusters Score -609210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -609231.062500 Penalty: 4107.609863
	Iteration 23Q: 3 clusters Score -609231.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -609257.187500 Penalty: 4107.609863
	Iteration 24Q: 3 clusters Score -609257.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -609278.062500 Penalty: 4107.609863
	Iteration 25Q: 3 clusters Score -609278.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -609293.312500 Penalty: 4107.609863
	Iteration 26Q: 3 clusters Score -609293.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -609304.875000 Penalty: 4107.609863
	Iteration 27Q: 3 clusters Score -609304.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -609317.187500 Penalty: 4107.609863
	Iteration 28Q: 3 clusters Score -609317.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -609326.375000 Penalty: 4107.609863
	Iteration 29Q: 3 clusters Score -609326.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -609331.750000 Penalty: 4107.609863
	Iteration 30Q: 3 clusters Score -609331.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -609346.250000 Penalty: 4107.609863
	Iteration 31Q: 3 clusters Score -609346.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -609359.125000 Penalty: 4107.609863
	Iteration 32Q: 3 clusters Score -609359.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -609379.687500 Penalty: 4107.609863
	Iteration 33Q: 3 clusters Score -609379.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -609406.937500 Penalty: 4107.609863
	Iteration 34Q: 3 clusters Score -609406.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -609458.187500 Penalty: 4107.609863
	Iteration 35Q: 3 clusters Score -609458.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -609516.750000 Penalty: 4107.609863
	Iteration 36Q: 3 clusters Score -609516.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -609561.687500 Penalty: 4107.609863
	Iteration 37Q: 3 clusters Score -609561.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -609613.250000 Penalty: 4107.609863
	Iteration 38Q: 3 clusters Score -609613.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -609700.812500 Penalty: 4107.609863
	Iteration 39Q: 3 clusters Score -609700.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -609789.875000 Penalty: 4107.609863
	Iteration 40F: 3 clusters Score -609789.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -609897.937500 Penalty: 4107.609863
	Iteration 41Q: 3 clusters Score -609897.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -609974.875000 Penalty: 4107.609863
	Iteration 42Q: 3 clusters Score -609974.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -610060.500000 Penalty: 4107.609863
	Iteration 43Q: 3 clusters Score -610060.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -610100.812500 Penalty: 4107.609863
	Iteration 44Q: 3 clusters Score -610100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -610106.687500 Penalty: 4107.609863
	Iteration 45Q: 3 clusters Score -610106.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -610108.437500 Penalty: 4107.609863
	Iteration 46Q: 3 clusters Score -610108.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -610107.687500 Penalty: 4107.609863
	Iteration 47Q: 3 clusters Score -610107.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -610108.000000 Penalty: 4107.609863
	Iteration 48Q: 3 clusters Score -610108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -610108.000000 Penalty: 4107.609863
	Iteration 49F: 3 clusters Score -610108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3456 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 5087 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 2740 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Mstep: Class 51 contains 4535 members 
Mstep: Class 52 contains 4474 members 
Mstep: Class 53 contains 4601 members 
Mstep: Class 54 contains 2582 members 
Mstep: Class 55 contains 4445 members 
Mstep: Class 56 contains 4892 members 
Mstep: Class 57 contains 14670 members 
Mstep: Class 58 contains 1210 members 
Entering Unmasked Estep 
Score: -154415792.000000 Penalty: 202641.078125
Splitting cluster 29 changes total score from -154335360.000000 to -154415792.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 30 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -573461.937500 Penalty: 2145.800781
	Iteration 0F: 2 clusters Score -573461.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -568603.750000 Penalty: 4291.601562
	Iteration 0F: 3 clusters Score -568603.8 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -570314.250000 Penalty: 4291.601562
	Iteration 1F: 3 clusters Score -570314.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -570948.750000 Penalty: 4291.601562
	Iteration 2F: 3 clusters Score -570948.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -571528.625000 Penalty: 4291.601562
	Iteration 3F: 3 clusters Score -571528.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -572005.062500 Penalty: 4291.601562
	Iteration 4F: 3 clusters Score -572005.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -572362.437500 Penalty: 4291.601562
	Iteration 5F: 3 clusters Score -572362.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -572614.187500 Penalty: 4291.601562
	Iteration 6Q: 3 clusters Score -572614.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -572785.125000 Penalty: 4291.601562
	Iteration 7Q: 3 clusters Score -572785.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -572900.312500 Penalty: 4291.601562
	Iteration 8Q: 3 clusters Score -572900.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -572988.062500 Penalty: 4291.601562
	Iteration 9Q: 3 clusters Score -572988.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -573084.000000 Penalty: 4291.601562
	Iteration 10Q: 3 clusters Score -573084 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -573176.125000 Penalty: 4291.601562
	Iteration 11Q: 3 clusters Score -573176.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -573241.437500 Penalty: 4291.601562
	Iteration 12Q: 3 clusters Score -573241.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -573289.562500 Penalty: 4291.601562
	Iteration 13Q: 3 clusters Score -573289.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -573336.375000 Penalty: 4291.601562
	Iteration 14Q: 3 clusters Score -573336.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -573369.250000 Penalty: 4291.601562
	Iteration 15Q: 3 clusters Score -573369.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -573391.812500 Penalty: 4291.601562
	Iteration 16Q: 3 clusters Score -573391.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -573404.312500 Penalty: 4291.601562
	Iteration 17Q: 3 clusters Score -573404.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -573413.437500 Penalty: 4291.601562
	Iteration 18Q: 3 clusters Score -573413.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -573422.500000 Penalty: 4291.601562
	Iteration 19Q: 3 clusters Score -573422.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -573431.062500 Penalty: 4291.601562
	Iteration 20F: 3 clusters Score -573431.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -573440.125000 Penalty: 4291.601562
	Iteration 21Q: 3 clusters Score -573440.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -573445.437500 Penalty: 4291.601562
	Iteration 22Q: 3 clusters Score -573445.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -573448.750000 Penalty: 4291.601562
	Iteration 23Q: 3 clusters Score -573448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -573450.812500 Penalty: 4291.601562
	Iteration 24Q: 3 clusters Score -573450.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -573451.937500 Penalty: 4291.601562
	Iteration 25Q: 3 clusters Score -573451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -573452.375000 Penalty: 4291.601562
	Iteration 26Q: 3 clusters Score -573452.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -573452.375000 Penalty: 4291.601562
	Iteration 27F: 3 clusters Score -573452.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Entering Unmasked Estep 
Score: -2388483.500000 Penalty: 2455.705078
	Iteration 0F: 2 clusters Score -2388484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2374361.250000 Penalty: 4911.410156
	Iteration 0F: 3 clusters Score -2374361 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2379282.250000 Penalty: 4911.410156
	Iteration 1F: 3 clusters Score -2379282 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2379940.750000 Penalty: 4911.410156
	Iteration 2F: 3 clusters Score -2379941 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2380659.750000 Penalty: 4911.410156
	Iteration 3F: 3 clusters Score -2380660 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2381445.500000 Penalty: 4911.410156
	Iteration 4F: 3 clusters Score -2381446 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2382213.500000 Penalty: 4911.410156
	Iteration 5F: 3 clusters Score -2382214 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2382997.250000 Penalty: 4911.410156
	Iteration 6F: 3 clusters Score -2382997 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2383730.750000 Penalty: 4911.410156
	Iteration 7F: 3 clusters Score -2383731 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2384369.750000 Penalty: 4911.410156
	Iteration 8F: 3 clusters Score -2384370 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2384889.000000 Penalty: 4911.410156
	Iteration 9Q: 3 clusters Score -2384889 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2385302.750000 Penalty: 4911.410156
	Iteration 10Q: 3 clusters Score -2385303 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2385643.000000 Penalty: 4911.410156
	Iteration 11Q: 3 clusters Score -2385643 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2385907.000000 Penalty: 4911.410156
	Iteration 12Q: 3 clusters Score -2385907 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2386140.500000 Penalty: 4911.410156
	Iteration 13Q: 3 clusters Score -2386140 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2386334.250000 Penalty: 4911.410156
	Iteration 14Q: 3 clusters Score -2386334 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2386489.000000 Penalty: 4911.410156
	Iteration 15Q: 3 clusters Score -2386489 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2386604.750000 Penalty: 4911.410156
	Iteration 16Q: 3 clusters Score -2386605 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2386676.500000 Penalty: 4911.410156
	Iteration 17Q: 3 clusters Score -2386676 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2386741.500000 Penalty: 4911.410156
	Iteration 18Q: 3 clusters Score -2386742 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2386796.250000 Penalty: 4911.410156
	Iteration 19Q: 3 clusters Score -2386796 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2386833.500000 Penalty: 4911.410156
	Iteration 20F: 3 clusters Score -2386834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2386859.500000 Penalty: 4911.410156
	Iteration 21Q: 3 clusters Score -2386860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2386877.500000 Penalty: 4911.410156
	Iteration 22Q: 3 clusters Score -2386878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2386901.250000 Penalty: 4911.410156
	Iteration 23Q: 3 clusters Score -2386901 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2386921.000000 Penalty: 4911.410156
	Iteration 24Q: 3 clusters Score -2386921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2386927.500000 Penalty: 4911.410156
	Iteration 25Q: 3 clusters Score -2386928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2386925.500000 Penalty: 4911.410156
	Iteration 26Q: 3 clusters Score -2386926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2386935.000000 Penalty: 4911.410156
	Iteration 27Q: 3 clusters Score -2386935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2386928.750000 Penalty: 4911.410156
	Iteration 28Q: 3 clusters Score -2386929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2386936.000000 Penalty: 4911.410156
	Iteration 29Q: 3 clusters Score -2386936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2386938.250000 Penalty: 4911.410156
	Iteration 30Q: 3 clusters Score -2386938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2386939.500000 Penalty: 4911.410156
	Iteration 31Q: 3 clusters Score -2386940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2386939.750000 Penalty: 4911.410156
	Iteration 32Q: 3 clusters Score -2386940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2386937.000000 Penalty: 4911.410156
	Iteration 33Q: 3 clusters Score -2386937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2386936.250000 Penalty: 4911.410156
	Iteration 34Q: 3 clusters Score -2386936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2386935.250000 Penalty: 4911.410156
	Iteration 35Q: 3 clusters Score -2386935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2386936.750000 Penalty: 4911.410156
	Iteration 36Q: 3 clusters Score -2386937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2386936.750000 Penalty: 4911.410156
	Iteration 37F: 3 clusters Score -2386937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -429884.343750 Penalty: 2037.455811
	Iteration 0F: 2 clusters Score -429884.3 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 1892 members 
Entering Unmasked Estep 
Score: -426193.843750 Penalty: 4074.911621
	Iteration 0F: 3 clusters Score -426193.8 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -427005.500000 Penalty: 4074.911621
	Iteration 1F: 3 clusters Score -427005.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -427231.250000 Penalty: 4074.911621
	Iteration 2F: 3 clusters Score -427231.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -427379.656250 Penalty: 4074.911621
	Iteration 3F: 3 clusters Score -427379.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -427499.500000 Penalty: 4074.911621
	Iteration 4Q: 3 clusters Score -427499.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -427646.593750 Penalty: 4074.911621
	Iteration 5Q: 3 clusters Score -427646.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -427819.218750 Penalty: 4074.911621
	Iteration 6Q: 3 clusters Score -427819.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -428028.500000 Penalty: 4074.911621
	Iteration 7Q: 3 clusters Score -428028.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -428317.718750 Penalty: 4074.911621
	Iteration 8F: 3 clusters Score -428317.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -428673.312500 Penalty: 4074.911621
	Iteration 9F: 3 clusters Score -428673.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -429076.062500 Penalty: 4074.911621
	Iteration 10F: 3 clusters Score -429076.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -429443.312500 Penalty: 4074.911621
	Iteration 11F: 3 clusters Score -429443.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -429745.968750 Penalty: 4074.911621
	Iteration 12Q: 3 clusters Score -429746 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -429958.343750 Penalty: 4074.911621
	Iteration 13Q: 3 clusters Score -429958.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -430171.656250 Penalty: 4074.911621
	Iteration 14Q: 3 clusters Score -430171.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -430371.781250 Penalty: 4074.911621
	Iteration 15Q: 3 clusters Score -430371.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -430601.531250 Penalty: 4074.911621
	Iteration 16Q: 3 clusters Score -430601.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -430765.312500 Penalty: 4074.911621
	Iteration 17Q: 3 clusters Score -430765.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -430833.875000 Penalty: 4074.911621
	Iteration 18Q: 3 clusters Score -430833.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -430856.718750 Penalty: 4074.911621
	Iteration 19Q: 3 clusters Score -430856.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -430870.000000 Penalty: 4074.911621
	Iteration 20F: 3 clusters Score -430870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -430875.656250 Penalty: 4074.911621
	Iteration 21Q: 3 clusters Score -430875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -430877.125000 Penalty: 4074.911621
	Iteration 22Q: 3 clusters Score -430877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -430876.968750 Penalty: 4074.911621
	Iteration 23Q: 3 clusters Score -430877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -430876.968750 Penalty: 4074.911621
	Iteration 24F: 3 clusters Score -430877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3456 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 5087 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 2740 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Mstep: Class 51 contains 4535 members 
Mstep: Class 52 contains 4474 members 
Mstep: Class 53 contains 4601 members 
Mstep: Class 54 contains 2582 members 
Mstep: Class 55 contains 4445 members 
Mstep: Class 56 contains 4892 members 
Mstep: Class 57 contains 14670 members 
Mstep: Class 58 contains 1210 members 
Mstep: Class 59 contains 1524 members 
Entering Unmasked Estep 
Score: -154414784.000000 Penalty: 206134.890625
Splitting cluster 32 changes total score from -154335360.000000 to -154414784.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 33 (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: -216764.234375 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -216764.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -214714.328125 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -214714.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -215804.140625 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -215804.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -216832.984375 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -216833 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -217873.984375 Penalty: 3605.729736
	Iteration 3F: 3 clusters Score -217874 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -218242.937500 Penalty: 3605.729736
	Iteration 4F: 3 clusters Score -218242.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -218328.406250 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -218328.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -218362.171875 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -218362.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -218361.062500 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -218361.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -218377.296875 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -218377.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -218404.328125 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -218404.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -218408.328125 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -218408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -218400.656250 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -218400.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -218410.296875 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -218410.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -218410.296875 Penalty: 3605.729736
	Iteration 13F: 3 clusters Score -218410.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3456 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 5087 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 2740 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 400 members 
Mstep: Class 34 contains 13978 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Mstep: Class 51 contains 4535 members 
Mstep: Class 52 contains 4474 members 
Mstep: Class 53 contains 4601 members 
Mstep: Class 54 contains 2582 members 
Mstep: Class 55 contains 4445 members 
Mstep: Class 56 contains 4892 members 
Mstep: Class 57 contains 14670 members 
Mstep: Class 58 contains 1210 members 
Mstep: Class 59 contains 1524 members 
Mstep: Class 60 contains 1036 members 
Entering Unmasked Estep 
Score: -154414912.000000 Penalty: 209628.703125
Splitting cluster 33 changes total score from -154335360.000000 to -154414912.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 34 (13978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Entering Unmasked Estep 
Score: -1496015.875000 Penalty: 2367.219727
	Iteration 0F: 2 clusters Score -1496016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1485946.750000 Penalty: 4734.439453
	Iteration 0F: 3 clusters Score -1485947 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1489384.125000 Penalty: 4734.439453
	Iteration 1F: 3 clusters Score -1489384 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1490171.000000 Penalty: 4734.439453
	Iteration 2F: 3 clusters Score -1490171 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1491009.375000 Penalty: 4734.439453
	Iteration 3F: 3 clusters Score -1491009 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1491802.750000 Penalty: 4734.439453
	Iteration 4F: 3 clusters Score -1491803 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1492603.000000 Penalty: 4734.439453
	Iteration 5F: 3 clusters Score -1492603 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1493364.250000 Penalty: 4734.439453
	Iteration 6F: 3 clusters Score -1493364 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1494020.750000 Penalty: 4734.439453
	Iteration 7F: 3 clusters Score -1494021 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1494567.625000 Penalty: 4734.439453
	Iteration 8Q: 3 clusters Score -1494568 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1495009.250000 Penalty: 4734.439453
	Iteration 9Q: 3 clusters Score -1495009 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1495340.625000 Penalty: 4734.439453
	Iteration 10Q: 3 clusters Score -1495341 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1495579.500000 Penalty: 4734.439453
	Iteration 11Q: 3 clusters Score -1495580 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1495758.000000 Penalty: 4734.439453
	Iteration 12Q: 3 clusters Score -1495758 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1495867.750000 Penalty: 4734.439453
	Iteration 13Q: 3 clusters Score -1495868 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1495955.750000 Penalty: 4734.439453
	Iteration 14Q: 3 clusters Score -1495956 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1496026.625000 Penalty: 4734.439453
	Iteration 15Q: 3 clusters Score -1496027 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1496085.250000 Penalty: 4734.439453
	Iteration 16Q: 3 clusters Score -1496085 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1496144.000000 Penalty: 4734.439453
	Iteration 17Q: 3 clusters Score -1496144 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1496178.250000 Penalty: 4734.439453
	Iteration 18Q: 3 clusters Score -1496178 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1496214.125000 Penalty: 4734.439453
	Iteration 19Q: 3 clusters Score -1496214 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1496240.500000 Penalty: 4734.439453
	Iteration 20F: 3 clusters Score -1496240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1496269.875000 Penalty: 4734.439453
	Iteration 21Q: 3 clusters Score -1496270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1496303.625000 Penalty: 4734.439453
	Iteration 22Q: 3 clusters Score -1496304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1496331.625000 Penalty: 4734.439453
	Iteration 23Q: 3 clusters Score -1496332 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1496356.250000 Penalty: 4734.439453
	Iteration 24Q: 3 clusters Score -1496356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1496374.125000 Penalty: 4734.439453
	Iteration 25Q: 3 clusters Score -1496374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1496389.375000 Penalty: 4734.439453
	Iteration 26Q: 3 clusters Score -1496389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1496403.750000 Penalty: 4734.439453
	Iteration 27Q: 3 clusters Score -1496404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1496407.750000 Penalty: 4734.439453
	Iteration 28Q: 3 clusters Score -1496408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1496419.125000 Penalty: 4734.439453
	Iteration 29Q: 3 clusters Score -1496419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1496429.500000 Penalty: 4734.439453
	Iteration 30Q: 3 clusters Score -1496430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1496430.000000 Penalty: 4734.439453
	Iteration 31Q: 3 clusters Score -1496430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1496439.250000 Penalty: 4734.439453
	Iteration 32Q: 3 clusters Score -1496439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1496440.250000 Penalty: 4734.439453
	Iteration 33Q: 3 clusters Score -1496440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1496446.125000 Penalty: 4734.439453
	Iteration 34Q: 3 clusters Score -1496446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1496446.125000 Penalty: 4734.439453
	Iteration 35Q: 3 clusters Score -1496446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1496442.250000 Penalty: 4734.439453
	Iteration 36Q: 3 clusters Score -1496442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1496443.375000 Penalty: 4734.439453
	Iteration 37Q: 3 clusters Score -1496443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1496445.500000 Penalty: 4734.439453
	Iteration 38Q: 3 clusters Score -1496446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1496442.375000 Penalty: 4734.439453
	Iteration 39Q: 3 clusters Score -1496442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1496443.625000 Penalty: 4734.439453
	Iteration 40F: 3 clusters Score -1496444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1496444.375000 Penalty: 4734.439453
	Iteration 41Q: 3 clusters Score -1496444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1496443.250000 Penalty: 4734.439453
	Iteration 42Q: 3 clusters Score -1496443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1496446.625000 Penalty: 4734.439453
	Iteration 43Q: 3 clusters Score -1496447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1496446.750000 Penalty: 4734.439453
	Iteration 44Q: 3 clusters Score -1496447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1496446.750000 Penalty: 4734.439453
	Iteration 45F: 3 clusters Score -1496447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3456 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 5087 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 2740 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 400 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 57348 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Mstep: Class 51 contains 4535 members 
Mstep: Class 52 contains 4474 members 
Mstep: Class 53 contains 4601 members 
Mstep: Class 54 contains 2582 members 
Mstep: Class 55 contains 4445 members 
Mstep: Class 56 contains 4892 members 
Mstep: Class 57 contains 14670 members 
Mstep: Class 58 contains 1210 members 
Mstep: Class 59 contains 1524 members 
Mstep: Class 60 contains 1036 members 
Mstep: Class 61 contains 5697 members 
Entering Unmasked Estep 
Score: -154414640.000000 Penalty: 213122.515625
Splitting cluster 34 changes total score from -154335360.000000 to -154414640.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 35 (57348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Entering Unmasked Estep 
Score: -6900939.500000 Penalty: 2717.309570
	Iteration 0F: 2 clusters Score -6900940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -6862359.500000 Penalty: 5434.619141
	Iteration 0F: 3 clusters Score -6862360 nChanged 26704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -6878352.000000 Penalty: 5434.619141
	Iteration 1F: 3 clusters Score -6878352 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -6880190.500000 Penalty: 5434.619141
	Iteration 2F: 3 clusters Score -6880190 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -6882669.000000 Penalty: 5434.619141
	Iteration 3F: 3 clusters Score -6882669 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -6885658.000000 Penalty: 5434.619141
	Iteration 4F: 3 clusters Score -6885658 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -6888950.500000 Penalty: 5434.619141
	Iteration 5F: 3 clusters Score -6888950 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -6892049.500000 Penalty: 5434.619141
	Iteration 6F: 3 clusters Score -6892050 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -6894558.000000 Penalty: 5434.619141
	Iteration 7F: 3 clusters Score -6894558 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -6896431.000000 Penalty: 5434.619141
	Iteration 8Q: 3 clusters Score -6896431 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -6897619.500000 Penalty: 5434.619141
	Iteration 9Q: 3 clusters Score -6897620 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -6898393.000000 Penalty: 5434.619141
	Iteration 10Q: 3 clusters Score -6898393 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -6898978.000000 Penalty: 5434.619141
	Iteration 11Q: 3 clusters Score -6898978 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -6899371.500000 Penalty: 5434.619141
	Iteration 12Q: 3 clusters Score -6899372 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -6899775.000000 Penalty: 5434.619141
	Iteration 13Q: 3 clusters Score -6899775 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -6900121.000000 Penalty: 5434.619141
	Iteration 14Q: 3 clusters Score -6900121 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -6900429.500000 Penalty: 5434.619141
	Iteration 15Q: 3 clusters Score -6900430 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -6900702.000000 Penalty: 5434.619141
	Iteration 16Q: 3 clusters Score -6900702 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -6900889.000000 Penalty: 5434.619141
	Iteration 17Q: 3 clusters Score -6900889 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -6901015.000000 Penalty: 5434.619141
	Iteration 18Q: 3 clusters Score -6901015 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -6901127.000000 Penalty: 5434.619141
	Iteration 19Q: 3 clusters Score -6901127 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -6901255.000000 Penalty: 5434.619141
	Iteration 20F: 3 clusters Score -6901255 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -6901336.000000 Penalty: 5434.619141
	Iteration 21Q: 3 clusters Score -6901336 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -6901390.500000 Penalty: 5434.619141
	Iteration 22Q: 3 clusters Score -6901390 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -6901445.500000 Penalty: 5434.619141
	Iteration 23Q: 3 clusters Score -6901446 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -6901460.500000 Penalty: 5434.619141
	Iteration 24Q: 3 clusters Score -6901460 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -6901472.500000 Penalty: 5434.619141
	Iteration 25Q: 3 clusters Score -6901472 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -6901491.500000 Penalty: 5434.619141
	Iteration 26Q: 3 clusters Score -6901492 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -6901507.500000 Penalty: 5434.619141
	Iteration 27Q: 3 clusters Score -6901508 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -6901506.500000 Penalty: 5434.619141
	Iteration 28Q: 3 clusters Score -6901506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -6901525.000000 Penalty: 5434.619141
	Iteration 29Q: 3 clusters Score -6901525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -6901531.000000 Penalty: 5434.619141
	Iteration 30Q: 3 clusters Score -6901531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -6901535.500000 Penalty: 5434.619141
	Iteration 31Q: 3 clusters Score -6901536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -6901549.000000 Penalty: 5434.619141
	Iteration 32Q: 3 clusters Score -6901549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -6901552.000000 Penalty: 5434.619141
	Iteration 33Q: 3 clusters Score -6901552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -6901553.500000 Penalty: 5434.619141
	Iteration 34Q: 3 clusters Score -6901554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -6901565.000000 Penalty: 5434.619141
	Iteration 35Q: 3 clusters Score -6901565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -6901570.000000 Penalty: 5434.619141
	Iteration 36Q: 3 clusters Score -6901570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -6901566.500000 Penalty: 5434.619141
	Iteration 37Q: 3 clusters Score -6901566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -6901570.500000 Penalty: 5434.619141
	Iteration 38Q: 3 clusters Score -6901570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -6901576.000000 Penalty: 5434.619141
	Iteration 39Q: 3 clusters Score -6901576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -6901577.500000 Penalty: 5434.619141
	Iteration 40F: 3 clusters Score -6901578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -6901580.500000 Penalty: 5434.619141
	Iteration 41Q: 3 clusters Score -6901580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -6901582.500000 Penalty: 5434.619141
	Iteration 42Q: 3 clusters Score -6901582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -6901586.500000 Penalty: 5434.619141
	Iteration 43Q: 3 clusters Score -6901586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -6901586.000000 Penalty: 5434.619141
	Iteration 44Q: 3 clusters Score -6901586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -6901585.500000 Penalty: 5434.619141
	Iteration 45Q: 3 clusters Score -6901586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -6901579.500000 Penalty: 5434.619141
	Iteration 46Q: 3 clusters Score -6901580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -6901588.500000 Penalty: 5434.619141
	Iteration 47Q: 3 clusters Score -6901588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -6901599.000000 Penalty: 5434.619141
	Iteration 48Q: 3 clusters Score -6901599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -6901595.000000 Penalty: 5434.619141
	Iteration 49Q: 3 clusters Score -6901595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -6901593.000000 Penalty: 5434.619141
	Iteration 50Q: 3 clusters Score -6901593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -6901591.000000 Penalty: 5434.619141
	Iteration 51Q: 3 clusters Score -6901591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -6901590.500000 Penalty: 5434.619141
	Iteration 52Q: 3 clusters Score -6901590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -6901590.000000 Penalty: 5434.619141
	Iteration 53Q: 3 clusters Score -6901590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -6901590.000000 Penalty: 5434.619141
	Iteration 54F: 3 clusters Score -6901590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3456 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 5087 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 2740 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 400 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 52860 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 6945 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Mstep: Class 51 contains 4535 members 
Mstep: Class 52 contains 4474 members 
Mstep: Class 53 contains 4601 members 
Mstep: Class 54 contains 2582 members 
Mstep: Class 55 contains 4445 members 
Mstep: Class 56 contains 4892 members 
Mstep: Class 57 contains 14670 members 
Mstep: Class 58 contains 1210 members 
Mstep: Class 59 contains 1524 members 
Mstep: Class 60 contains 1036 members 
Mstep: Class 61 contains 5697 members 
Mstep: Class 62 contains 4488 members 
Entering Unmasked Estep 
Score: -154414608.000000 Penalty: 216616.328125
Splitting cluster 35 changes total score from -154335360.000000 to -154414608.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 36 (94513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94513 members 
Entering Unmasked Estep 
Score: -11577370.000000 Penalty: 2841.210205
	Iteration 0F: 2 clusters Score -1.157737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -11514132.000000 Penalty: 5682.420410
	Iteration 0F: 3 clusters Score -1.151413e+07 nChanged 44686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -11539353.000000 Penalty: 5682.420410
	Iteration 1F: 3 clusters Score -1.153935e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -11540182.000000 Penalty: 5682.420410
	Iteration 2Q: 3 clusters Score -1.154018e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -11541479.000000 Penalty: 5682.420410
	Iteration 3Q: 3 clusters Score -1.154148e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -11543524.000000 Penalty: 5682.420410
	Iteration 4Q: 3 clusters Score -1.154352e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -11547198.000000 Penalty: 5682.420410
	Iteration 5F: 3 clusters Score -1.15472e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -11552152.000000 Penalty: 5682.420410
	Iteration 6F: 3 clusters Score -1.155215e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -11557685.000000 Penalty: 5682.420410
	Iteration 7F: 3 clusters Score -1.155768e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75753 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -11562277.000000 Penalty: 5682.420410
	Iteration 8F: 3 clusters Score -1.156228e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -11565699.000000 Penalty: 5682.420410
	Iteration 9F: 3 clusters Score -1.15657e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83848 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -11568427.000000 Penalty: 5682.420410
	Iteration 10Q: 3 clusters Score -1.156843e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -11570520.000000 Penalty: 5682.420410
	Iteration 11Q: 3 clusters Score -1.157052e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88896 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -11572158.000000 Penalty: 5682.420410
	Iteration 12Q: 3 clusters Score -1.157216e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90389 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -11573151.000000 Penalty: 5682.420410
	Iteration 13Q: 3 clusters Score -1.157315e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -11573834.000000 Penalty: 5682.420410
	Iteration 14Q: 3 clusters Score -1.157383e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92125 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -11574281.000000 Penalty: 5682.420410
	Iteration 15Q: 3 clusters Score -1.157428e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92583 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -11574568.000000 Penalty: 5682.420410
	Iteration 16Q: 3 clusters Score -1.157457e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92904 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -11574742.000000 Penalty: 5682.420410
	Iteration 17Q: 3 clusters Score -1.157474e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93102 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11574856.000000 Penalty: 5682.420410
	Iteration 18Q: 3 clusters Score -1.157486e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93260 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -11574953.000000 Penalty: 5682.420410
	Iteration 19Q: 3 clusters Score -1.157495e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93370 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -11574997.000000 Penalty: 5682.420410
	Iteration 20F: 3 clusters Score -1.1575e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11575044.000000 Penalty: 5682.420410
	Iteration 21Q: 3 clusters Score -1.157504e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93491 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11575053.000000 Penalty: 5682.420410
	Iteration 22Q: 3 clusters Score -1.157505e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93528 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -11575100.000000 Penalty: 5682.420410
	Iteration 23Q: 3 clusters Score -1.15751e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93551 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11575115.000000 Penalty: 5682.420410
	Iteration 24Q: 3 clusters Score -1.157512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93565 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -11575121.000000 Penalty: 5682.420410
	Iteration 25Q: 3 clusters Score -1.157512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93585 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11575116.000000 Penalty: 5682.420410
	Iteration 26Q: 3 clusters Score -1.157512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11575118.000000 Penalty: 5682.420410
	Iteration 27Q: 3 clusters Score -1.157512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11575133.000000 Penalty: 5682.420410
	Iteration 28Q: 3 clusters Score -1.157513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11575132.000000 Penalty: 5682.420410
	Iteration 29Q: 3 clusters Score -1.157513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -11575141.000000 Penalty: 5682.420410
	Iteration 30Q: 3 clusters Score -1.157514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11575144.000000 Penalty: 5682.420410
	Iteration 31Q: 3 clusters Score -1.157514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93630 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11575149.000000 Penalty: 5682.420410
	Iteration 32Q: 3 clusters Score -1.157515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11575153.000000 Penalty: 5682.420410
	Iteration 33Q: 3 clusters Score -1.157515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93640 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -11575150.000000 Penalty: 5682.420410
	Iteration 34Q: 3 clusters Score -1.157515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -11575149.000000 Penalty: 5682.420410
	Iteration 35Q: 3 clusters Score -1.157515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11575155.000000 Penalty: 5682.420410
	Iteration 36Q: 3 clusters Score -1.157516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93645 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11575152.000000 Penalty: 5682.420410
	Iteration 37Q: 3 clusters Score -1.157515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11575157.000000 Penalty: 5682.420410
	Iteration 38Q: 3 clusters Score -1.157516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11575157.000000 Penalty: 5682.420410
	Iteration 39Q: 3 clusters Score -1.157516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93653 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11575160.000000 Penalty: 5682.420410
	Iteration 40F: 3 clusters Score -1.157516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93655 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11575160.000000 Penalty: 5682.420410
	Iteration 41Q: 3 clusters Score -1.157516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11575158.000000 Penalty: 5682.420410
	Iteration 42Q: 3 clusters Score -1.157516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93661 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11575168.000000 Penalty: 5682.420410
	Iteration 43Q: 3 clusters Score -1.157517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93661 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11575159.000000 Penalty: 5682.420410
	Iteration 44Q: 3 clusters Score -1.157516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11575164.000000 Penalty: 5682.420410
	Iteration 45Q: 3 clusters Score -1.157516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11575159.000000 Penalty: 5682.420410
	Iteration 46Q: 3 clusters Score -1.157516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11575159.000000 Penalty: 5682.420410
	Iteration 47F: 3 clusters Score -1.157516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (19921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Entering Unmasked Estep 
Score: -2372553.750000 Penalty: 2455.083252
	Iteration 0F: 2 clusters Score -2372554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2358697.250000 Penalty: 4910.166504
	Iteration 0F: 3 clusters Score -2358697 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2363686.750000 Penalty: 4910.166504
	Iteration 1F: 3 clusters Score -2363687 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2364828.750000 Penalty: 4910.166504
	Iteration 2F: 3 clusters Score -2364829 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2366380.000000 Penalty: 4910.166504
	Iteration 3F: 3 clusters Score -2366380 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2368005.500000 Penalty: 4910.166504
	Iteration 4F: 3 clusters Score -2368006 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2369330.250000 Penalty: 4910.166504
	Iteration 5F: 3 clusters Score -2369330 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2370249.500000 Penalty: 4910.166504
	Iteration 6F: 3 clusters Score -2370250 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2370762.500000 Penalty: 4910.166504
	Iteration 7Q: 3 clusters Score -2370762 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2371040.250000 Penalty: 4910.166504
	Iteration 8Q: 3 clusters Score -2371040 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2371248.000000 Penalty: 4910.166504
	Iteration 9Q: 3 clusters Score -2371248 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2371402.500000 Penalty: 4910.166504
	Iteration 10Q: 3 clusters Score -2371402 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2371556.500000 Penalty: 4910.166504
	Iteration 11Q: 3 clusters Score -2371556 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2371682.000000 Penalty: 4910.166504
	Iteration 12Q: 3 clusters Score -2371682 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2371790.500000 Penalty: 4910.166504
	Iteration 13Q: 3 clusters Score -2371790 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2371866.000000 Penalty: 4910.166504
	Iteration 14Q: 3 clusters Score -2371866 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2371931.500000 Penalty: 4910.166504
	Iteration 15Q: 3 clusters Score -2371932 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2371996.750000 Penalty: 4910.166504
	Iteration 16Q: 3 clusters Score -2371997 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2372057.250000 Penalty: 4910.166504
	Iteration 17Q: 3 clusters Score -2372057 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2372095.500000 Penalty: 4910.166504
	Iteration 18Q: 3 clusters Score -2372096 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2372140.250000 Penalty: 4910.166504
	Iteration 19Q: 3 clusters Score -2372140 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2372169.500000 Penalty: 4910.166504
	Iteration 20F: 3 clusters Score -2372170 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2372195.750000 Penalty: 4910.166504
	Iteration 21Q: 3 clusters Score -2372196 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2372228.750000 Penalty: 4910.166504
	Iteration 22Q: 3 clusters Score -2372229 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2372244.250000 Penalty: 4910.166504
	Iteration 23Q: 3 clusters Score -2372244 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2372270.000000 Penalty: 4910.166504
	Iteration 24Q: 3 clusters Score -2372270 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2372294.000000 Penalty: 4910.166504
	Iteration 25Q: 3 clusters Score -2372294 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2372307.750000 Penalty: 4910.166504
	Iteration 26Q: 3 clusters Score -2372308 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2372324.750000 Penalty: 4910.166504
	Iteration 27Q: 3 clusters Score -2372325 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2372340.500000 Penalty: 4910.166504
	Iteration 28Q: 3 clusters Score -2372340 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2372356.500000 Penalty: 4910.166504
	Iteration 29Q: 3 clusters Score -2372356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2372361.750000 Penalty: 4910.166504
	Iteration 30Q: 3 clusters Score -2372362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2372369.250000 Penalty: 4910.166504
	Iteration 31Q: 3 clusters Score -2372369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2372376.000000 Penalty: 4910.166504
	Iteration 32Q: 3 clusters Score -2372376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2372381.250000 Penalty: 4910.166504
	Iteration 33Q: 3 clusters Score -2372381 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2372382.750000 Penalty: 4910.166504
	Iteration 34Q: 3 clusters Score -2372383 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2372393.500000 Penalty: 4910.166504
	Iteration 35Q: 3 clusters Score -2372394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2372404.000000 Penalty: 4910.166504
	Iteration 36Q: 3 clusters Score -2372404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2372406.750000 Penalty: 4910.166504
	Iteration 37Q: 3 clusters Score -2372407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2372416.250000 Penalty: 4910.166504
	Iteration 38Q: 3 clusters Score -2372416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2372419.000000 Penalty: 4910.166504
	Iteration 39Q: 3 clusters Score -2372419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2372429.250000 Penalty: 4910.166504
	Iteration 40F: 3 clusters Score -2372429 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2372430.750000 Penalty: 4910.166504
	Iteration 41Q: 3 clusters Score -2372431 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2372435.000000 Penalty: 4910.166504
	Iteration 42Q: 3 clusters Score -2372435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2372440.000000 Penalty: 4910.166504
	Iteration 43Q: 3 clusters Score -2372440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2372443.500000 Penalty: 4910.166504
	Iteration 44Q: 3 clusters Score -2372444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2372445.000000 Penalty: 4910.166504
	Iteration 45Q: 3 clusters Score -2372445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2372448.250000 Penalty: 4910.166504
	Iteration 46Q: 3 clusters Score -2372448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2372450.250000 Penalty: 4910.166504
	Iteration 47Q: 3 clusters Score -2372450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2372456.250000 Penalty: 4910.166504
	Iteration 48Q: 3 clusters Score -2372456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2372456.500000 Penalty: 4910.166504
	Iteration 49Q: 3 clusters Score -2372456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2372463.500000 Penalty: 4910.166504
	Iteration 50Q: 3 clusters Score -2372464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2372456.000000 Penalty: 4910.166504
	Iteration 51Q: 3 clusters Score -2372456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2372464.000000 Penalty: 4910.166504
	Iteration 52Q: 3 clusters Score -2372464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2372463.000000 Penalty: 4910.166504
	Iteration 53Q: 3 clusters Score -2372463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2372471.250000 Penalty: 4910.166504
	Iteration 54Q: 3 clusters Score -2372471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2372468.750000 Penalty: 4910.166504
	Iteration 55Q: 3 clusters Score -2372469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2372469.750000 Penalty: 4910.166504
	Iteration 56Q: 3 clusters Score -2372470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2372474.500000 Penalty: 4910.166504
	Iteration 57Q: 3 clusters Score -2372474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2372472.750000 Penalty: 4910.166504
	Iteration 58Q: 3 clusters Score -2372473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2372466.750000 Penalty: 4910.166504
	Iteration 59Q: 3 clusters Score -2372467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2372474.750000 Penalty: 4910.166504
	Iteration 60F: 3 clusters Score -2372475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2372474.250000 Penalty: 4910.166504
	Iteration 61Q: 3 clusters Score -2372474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2372481.250000 Penalty: 4910.166504
	Iteration 62Q: 3 clusters Score -2372481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2372477.000000 Penalty: 4910.166504
	Iteration 63Q: 3 clusters Score -2372477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2372480.250000 Penalty: 4910.166504
	Iteration 64Q: 3 clusters Score -2372480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2372482.250000 Penalty: 4910.166504
	Iteration 65Q: 3 clusters Score -2372482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2372482.000000 Penalty: 4910.166504
	Iteration 66Q: 3 clusters Score -2372482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2372484.000000 Penalty: 4910.166504
	Iteration 67Q: 3 clusters Score -2372484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2372481.000000 Penalty: 4910.166504
	Iteration 68Q: 3 clusters Score -2372481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2372483.500000 Penalty: 4910.166504
	Iteration 69Q: 3 clusters Score -2372484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2372488.250000 Penalty: 4910.166504
	Iteration 70Q: 3 clusters Score -2372488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2372487.500000 Penalty: 4910.166504
	Iteration 71Q: 3 clusters Score -2372488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2372488.000000 Penalty: 4910.166504
	Iteration 72Q: 3 clusters Score -2372488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2372486.250000 Penalty: 4910.166504
	Iteration 73Q: 3 clusters Score -2372486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2372487.250000 Penalty: 4910.166504
	Iteration 74Q: 3 clusters Score -2372487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2372482.250000 Penalty: 4910.166504
	Iteration 75Q: 3 clusters Score -2372482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2372484.000000 Penalty: 4910.166504
	Iteration 76Q: 3 clusters Score -2372484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2372483.500000 Penalty: 4910.166504
	Iteration 77Q: 3 clusters Score -2372484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2372488.000000 Penalty: 4910.166504
	Iteration 78Q: 3 clusters Score -2372488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2372489.500000 Penalty: 4910.166504
	Iteration 79Q: 3 clusters Score -2372490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2372493.250000 Penalty: 4910.166504
	Iteration 80F: 3 clusters Score -2372493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2372491.250000 Penalty: 4910.166504
	Iteration 81Q: 3 clusters Score -2372491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2372492.500000 Penalty: 4910.166504
	Iteration 82Q: 3 clusters Score -2372492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2372489.250000 Penalty: 4910.166504
	Iteration 83Q: 3 clusters Score -2372489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2372489.250000 Penalty: 4910.166504
	Iteration 84F: 3 clusters Score -2372489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Entering Unmasked Estep 
Score: -820672.500000 Penalty: 2193.752930
	Iteration 0F: 2 clusters Score -820672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -814971.375000 Penalty: 4387.505859
	Iteration 0F: 3 clusters Score -814971.4 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -816702.312500 Penalty: 4387.505859
	Iteration 1F: 3 clusters Score -816702.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -817303.875000 Penalty: 4387.505859
	Iteration 2F: 3 clusters Score -817303.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -817875.625000 Penalty: 4387.505859
	Iteration 3F: 3 clusters Score -817875.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -818479.812500 Penalty: 4387.505859
	Iteration 4F: 3 clusters Score -818479.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -819028.687500 Penalty: 4387.505859
	Iteration 5F: 3 clusters Score -819028.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -819441.687500 Penalty: 4387.505859
	Iteration 6F: 3 clusters Score -819441.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -819743.687500 Penalty: 4387.505859
	Iteration 7F: 3 clusters Score -819743.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -820018.312500 Penalty: 4387.505859
	Iteration 8Q: 3 clusters Score -820018.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -820313.312500 Penalty: 4387.505859
	Iteration 9Q: 3 clusters Score -820313.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -820646.937500 Penalty: 4387.505859
	Iteration 10Q: 3 clusters Score -820646.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -820976.687500 Penalty: 4387.505859
	Iteration 11Q: 3 clusters Score -820976.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -821236.750000 Penalty: 4387.505859
	Iteration 12Q: 3 clusters Score -821236.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -821644.312500 Penalty: 4387.505859
	Iteration 13Q: 3 clusters Score -821644.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -822372.187500 Penalty: 4387.505859
	Iteration 14Q: 3 clusters Score -822372.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -822846.687500 Penalty: 4387.505859
	Iteration 15Q: 3 clusters Score -822846.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -822970.687500 Penalty: 4387.505859
	Iteration 16Q: 3 clusters Score -822970.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -823031.187500 Penalty: 4387.505859
	Iteration 17Q: 3 clusters Score -823031.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -823078.687500 Penalty: 4387.505859
	Iteration 18Q: 3 clusters Score -823078.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -823121.812500 Penalty: 4387.505859
	Iteration 19Q: 3 clusters Score -823121.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -823166.437500 Penalty: 4387.505859
	Iteration 20F: 3 clusters Score -823166.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -823216.187500 Penalty: 4387.505859
	Iteration 21Q: 3 clusters Score -823216.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -823265.062500 Penalty: 4387.505859
	Iteration 22Q: 3 clusters Score -823265.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -823307.625000 Penalty: 4387.505859
	Iteration 23Q: 3 clusters Score -823307.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -823354.000000 Penalty: 4387.505859
	Iteration 24Q: 3 clusters Score -823354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -823396.437500 Penalty: 4387.505859
	Iteration 25Q: 3 clusters Score -823396.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -823427.687500 Penalty: 4387.505859
	Iteration 26Q: 3 clusters Score -823427.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -823466.437500 Penalty: 4387.505859
	Iteration 27Q: 3 clusters Score -823466.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -823500.250000 Penalty: 4387.505859
	Iteration 28Q: 3 clusters Score -823500.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -823531.937500 Penalty: 4387.505859
	Iteration 29Q: 3 clusters Score -823531.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -823549.812500 Penalty: 4387.505859
	Iteration 30Q: 3 clusters Score -823549.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -823555.875000 Penalty: 4387.505859
	Iteration 31Q: 3 clusters Score -823555.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -823560.875000 Penalty: 4387.505859
	Iteration 32Q: 3 clusters Score -823560.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -823561.125000 Penalty: 4387.505859
	Iteration 33Q: 3 clusters Score -823561.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -823564.437500 Penalty: 4387.505859
	Iteration 34Q: 3 clusters Score -823564.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -823566.125000 Penalty: 4387.505859
	Iteration 35Q: 3 clusters Score -823566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -823571.937500 Penalty: 4387.505859
	Iteration 36Q: 3 clusters Score -823571.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -823575.875000 Penalty: 4387.505859
	Iteration 37Q: 3 clusters Score -823575.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -823580.000000 Penalty: 4387.505859
	Iteration 38Q: 3 clusters Score -823580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -823588.000000 Penalty: 4387.505859
	Iteration 39Q: 3 clusters Score -823588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -823596.375000 Penalty: 4387.505859
	Iteration 40F: 3 clusters Score -823596.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -823611.687500 Penalty: 4387.505859
	Iteration 41Q: 3 clusters Score -823611.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -823626.500000 Penalty: 4387.505859
	Iteration 42Q: 3 clusters Score -823626.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -823642.062500 Penalty: 4387.505859
	Iteration 43Q: 3 clusters Score -823642.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -823656.937500 Penalty: 4387.505859
	Iteration 44Q: 3 clusters Score -823656.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -823680.437500 Penalty: 4387.505859
	Iteration 45Q: 3 clusters Score -823680.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -823713.500000 Penalty: 4387.505859
	Iteration 46Q: 3 clusters Score -823713.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -823771.625000 Penalty: 4387.505859
	Iteration 47Q: 3 clusters Score -823771.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -823884.062500 Penalty: 4387.505859
	Iteration 48Q: 3 clusters Score -823884.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -824057.937500 Penalty: 4387.505859
	Iteration 49Q: 3 clusters Score -824057.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -824213.875000 Penalty: 4387.505859
	Iteration 50Q: 3 clusters Score -824213.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -824270.500000 Penalty: 4387.505859
	Iteration 51Q: 3 clusters Score -824270.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -824287.250000 Penalty: 4387.505859
	Iteration 52Q: 3 clusters Score -824287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -824290.312500 Penalty: 4387.505859
	Iteration 53Q: 3 clusters Score -824290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -824291.062500 Penalty: 4387.505859
	Iteration 54Q: 3 clusters Score -824291.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -824291.437500 Penalty: 4387.505859
	Iteration 55Q: 3 clusters Score -824291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -824291.437500 Penalty: 4387.505859
	Iteration 56F: 3 clusters Score -824291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3456 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 5087 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 2740 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 400 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 52860 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 2071 members 
Mstep: Class 39 contains 63541 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Mstep: Class 51 contains 4535 members 
Mstep: Class 52 contains 4474 members 
Mstep: Class 53 contains 4601 members 
Mstep: Class 54 contains 2582 members 
Mstep: Class 55 contains 4445 members 
Mstep: Class 56 contains 4892 members 
Mstep: Class 57 contains 14670 members 
Mstep: Class 58 contains 1210 members 
Mstep: Class 59 contains 1524 members 
Mstep: Class 60 contains 1036 members 
Mstep: Class 61 contains 5697 members 
Mstep: Class 62 contains 4488 members 
Mstep: Class 63 contains 4874 members 
Entering Unmasked Estep 
Score: -154417328.000000 Penalty: 220110.140625
Splitting cluster 38 changes total score from -154335360.000000 to -154417328.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 39 (63541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Entering Unmasked Estep 
Score: -7631621.000000 Penalty: 2742.741211
	Iteration 0F: 2 clusters Score -7631621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -7588867.500000 Penalty: 5485.482422
	Iteration 0F: 3 clusters Score -7588868 nChanged 29795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -7605993.500000 Penalty: 5485.482422
	Iteration 1F: 3 clusters Score -7605994 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -7607397.000000 Penalty: 5485.482422
	Iteration 2F: 3 clusters Score -7607397 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -7609215.000000 Penalty: 5485.482422
	Iteration 3F: 3 clusters Score -7609215 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -7611650.500000 Penalty: 5485.482422
	Iteration 4F: 3 clusters Score -7611650 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -7614838.500000 Penalty: 5485.482422
	Iteration 5F: 3 clusters Score -7614838 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -7618655.000000 Penalty: 5485.482422
	Iteration 6F: 3 clusters Score -7618655 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -7622305.500000 Penalty: 5485.482422
	Iteration 7F: 3 clusters Score -7622306 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -7624863.500000 Penalty: 5485.482422
	Iteration 8F: 3 clusters Score -7624864 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -7626507.500000 Penalty: 5485.482422
	Iteration 9Q: 3 clusters Score -7626508 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -7627633.500000 Penalty: 5485.482422
	Iteration 10Q: 3 clusters Score -7627634 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -7628865.000000 Penalty: 5485.482422
	Iteration 11Q: 3 clusters Score -7628865 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -7630248.500000 Penalty: 5485.482422
	Iteration 12Q: 3 clusters Score -7630248 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -7631670.000000 Penalty: 5485.482422
	Iteration 13Q: 3 clusters Score -7631670 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -7632705.500000 Penalty: 5485.482422
	Iteration 14Q: 3 clusters Score -7632706 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -7633241.000000 Penalty: 5485.482422
	Iteration 15Q: 3 clusters Score -7633241 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -7633599.000000 Penalty: 5485.482422
	Iteration 16Q: 3 clusters Score -7633599 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -7633861.500000 Penalty: 5485.482422
	Iteration 17Q: 3 clusters Score -7633862 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -7634107.000000 Penalty: 5485.482422
	Iteration 18Q: 3 clusters Score -7634107 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -7634424.000000 Penalty: 5485.482422
	Iteration 19Q: 3 clusters Score -7634424 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -7634668.500000 Penalty: 5485.482422
	Iteration 20F: 3 clusters Score -7634668 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -7634829.000000 Penalty: 5485.482422
	Iteration 21Q: 3 clusters Score -7634829 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -7634976.000000 Penalty: 5485.482422
	Iteration 22Q: 3 clusters Score -7634976 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -7635076.000000 Penalty: 5485.482422
	Iteration 23Q: 3 clusters Score -7635076 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -7635143.500000 Penalty: 5485.482422
	Iteration 24Q: 3 clusters Score -7635144 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -7635187.500000 Penalty: 5485.482422
	Iteration 25Q: 3 clusters Score -7635188 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -7635209.000000 Penalty: 5485.482422
	Iteration 26Q: 3 clusters Score -7635209 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -7635217.000000 Penalty: 5485.482422
	Iteration 27Q: 3 clusters Score -7635217 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -7635244.000000 Penalty: 5485.482422
	Iteration 28Q: 3 clusters Score -7635244 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -7635233.000000 Penalty: 5485.482422
	Iteration 29Q: 3 clusters Score -7635233 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -7635233.000000 Penalty: 5485.482422
	Iteration 30Q: 3 clusters Score -7635233 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -7635232.000000 Penalty: 5485.482422
	Iteration 31Q: 3 clusters Score -7635232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -7635227.000000 Penalty: 5485.482422
	Iteration 32Q: 3 clusters Score -7635227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -7635219.000000 Penalty: 5485.482422
	Iteration 33Q: 3 clusters Score -7635219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -7635217.000000 Penalty: 5485.482422
	Iteration 34Q: 3 clusters Score -7635217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -7635216.000000 Penalty: 5485.482422
	Iteration 35Q: 3 clusters Score -7635216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -7635217.000000 Penalty: 5485.482422
	Iteration 36Q: 3 clusters Score -7635217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -7635213.000000 Penalty: 5485.482422
	Iteration 37Q: 3 clusters Score -7635213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -7635228.000000 Penalty: 5485.482422
	Iteration 38Q: 3 clusters Score -7635228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -7635229.000000 Penalty: 5485.482422
	Iteration 39Q: 3 clusters Score -7635229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -7635227.000000 Penalty: 5485.482422
	Iteration 40F: 3 clusters Score -7635227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -7635230.500000 Penalty: 5485.482422
	Iteration 41Q: 3 clusters Score -7635230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -7635234.500000 Penalty: 5485.482422
	Iteration 42Q: 3 clusters Score -7635234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -7635235.500000 Penalty: 5485.482422
	Iteration 43Q: 3 clusters Score -7635236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -7635230.000000 Penalty: 5485.482422
	Iteration 44Q: 3 clusters Score -7635230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -7635232.000000 Penalty: 5485.482422
	Iteration 45Q: 3 clusters Score -7635232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -7635240.500000 Penalty: 5485.482422
	Iteration 46Q: 3 clusters Score -7635240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -7635240.500000 Penalty: 5485.482422
	Iteration 47Q: 3 clusters Score -7635240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -7635235.500000 Penalty: 5485.482422
	Iteration 48Q: 3 clusters Score -7635236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -7635235.000000 Penalty: 5485.482422
	Iteration 49Q: 3 clusters Score -7635235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -7635236.500000 Penalty: 5485.482422
	Iteration 50Q: 3 clusters Score -7635236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -7635231.000000 Penalty: 5485.482422
	Iteration 51Q: 3 clusters Score -7635231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -7635231.000000 Penalty: 5485.482422
	Iteration 52Q: 3 clusters Score -7635231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -7635231.000000 Penalty: 5485.482422
	Iteration 53F: 3 clusters Score -7635231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3456 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 5087 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 2740 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 400 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 52860 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 2071 members 
Mstep: Class 39 contains 38014 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 8191 members 
Mstep: Class 42 contains 45055 members 
Mstep: Class 43 contains 1165 members 
Mstep: Class 44 contains 913 members 
Mstep: Class 45 contains 5109 members 
Mstep: Class 46 contains 666 members 
Mstep: Class 47 contains 29669 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 26241 members 
Mstep: Class 50 contains 92353 members 
Mstep: Class 51 contains 4535 members 
Mstep: Class 52 contains 4474 members 
Mstep: Class 53 contains 4601 members 
Mstep: Class 54 contains 2582 members 
Mstep: Class 55 contains 4445 members 
Mstep: Class 56 contains 4892 members 
Mstep: Class 57 contains 14670 members 
Mstep: Class 58 contains 1210 members 
Mstep: Class 59 contains 1524 members 
Mstep: Class 60 contains 1036 members 
Mstep: Class 61 contains 5697 members 
Mstep: Class 62 contains 4488 members 
Mstep: Class 63 contains 4874 members 
Mstep: Class 64 contains 25527 members 
Entering Unmasked Estep 
Score: -154420800.000000 Penalty: 223603.953125
Splitting cluster 39 changes total score from -154335360.000000 to -154420800.000000
So it's getting split into cluster 64.
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 19380 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 24660 members 
Mstep: Class 9 contains 234065 members 
Mstep: Class 10 contains 10406 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 12 contains 4012 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 83361 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 118914 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 20462 members 
Mstep: Class 23 contains 3649 members 
Mstep: Class 24 contains 3456 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 5087 members 
Mstep: Class 28 contains 100921 members 
Mstep: Class 29 contains 2740 members 
Mstep: Class 30 contains 5724 members 
Mstep: Class 31 contains 19971 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 400 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 52860 members 
Mstep: Class 36 contains 94513 members 
Mstep: Class 37 contains 19921 members 
Mstep: Class 38 contains 2071 members 
Mstep: Class 39 contains 38014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154449168.000000 Penalty: 223603.953125
Iteration 79Q: 65 clusters Score -1.544492e+08 nChanged 43706
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 19349 members 
Mstep: Class 4 contains 14239 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 5663 members 
Mstep: Class 7 contains 18710 members 
Mstep: Class 8 contains 24512 members 
Mstep: Class 9 contains 235143 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 649 members 
Mstep: Class 12 contains 4006 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 4087 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 83922 members 
Mstep: Class 17 contains 19493 members 
Mstep: Class 18 contains 123093 members 
Mstep: Class 19 contains 4886 members 
Mstep: Class 20 contains 17697 members 
Mstep: Class 21 contains 24038 members 
Mstep: Class 22 contains 20328 members 
Mstep: Class 23 contains 4104 members 
Mstep: Class 24 contains 3521 members 
Mstep: Class 25 contains 2948 members 
Mstep: Class 26 contains 4968 members 
Mstep: Class 27 contains 5187 members 
Mstep: Class 28 contains 100626 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 5865 members 
Mstep: Class 31 contains 19871 members 
Mstep: Class 32 contains 2157 members 
Mstep: Class 33 contains 404 members 
Mstep: Class 34 contains 8937 members 
Mstep: Class 35 contains 51671 members 
Mstep: Class 36 contains 94785 members 
Mstep: Class 37 contains 19858 members 
Mstep: Class 38 contains 2200 members 
Mstep: Class 39 contains 38326 members 
Mstep: Class 40 contains 2228 members 
Mstep: Class 41 contains 7947 members 
Mstep: Class 42 contains 44524 members 
Mstep: Class 43 contains 1168 members 
Mstep: Class 44 contains 902 members 
Mstep: Class 45 contains 5043 members 
Mstep: Class 46 contains 640 members 
Mstep: Class 47 contains 28893 members 
Mstep: Class 48 contains 1180 members 
Mstep: Class 49 contains 24941 members 
Mstep: Class 50 contains 89874 members 
Mstep: Class 51 contains 4496 members 
Mstep: Class 52 contains 4324 members 
Mstep: Class 53 contains 4310 members 
Mstep: Class 54 contains 2490 members 
Mstep: Class 55 contains 4404 members 
Mstep: Class 56 contains 4813 members 
Mstep: Class 57 contains 14714 members 
Mstep: Class 58 contains 1186 members 
Mstep: Class 59 contains 1738 members 
Mstep: Class 60 contains 1008 members 
Mstep: Class 61 contains 5413 members 
Mstep: Class 62 contains 4496 members 
Mstep: Class 63 contains 4521 members 
Mstep: Class 64 contains 23908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154472864.000000 Penalty: 223603.953125
Iteration 80F: 65 clusters Score -1.544729e+08 nChanged 26983
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 13946 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 5634 members 
Mstep: Class 7 contains 18537 members 
Mstep: Class 8 contains 24358 members 
Mstep: Class 9 contains 234464 members 
Mstep: Class 10 contains 9936 members 
Mstep: Class 11 contains 674 members 
Mstep: Class 12 contains 3998 members 
Mstep: Class 13 contains 1836 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 477 members 
Mstep: Class 16 contains 83144 members 
Mstep: Class 17 contains 19614 members 
Mstep: Class 18 contains 125135 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 17615 members 
Mstep: Class 21 contains 23788 members 
Mstep: Class 22 contains 19782 members 
Mstep: Class 23 contains 4288 members 
Mstep: Class 24 contains 3529 members 
Mstep: Class 25 contains 2914 members 
Mstep: Class 26 contains 4968 members 
Mstep: Class 27 contains 5303 members 
Mstep: Class 28 contains 99981 members 
Mstep: Class 29 contains 2859 members 
Mstep: Class 30 contains 5476 members 
Mstep: Class 31 contains 19825 members 
Mstep: Class 32 contains 2011 members 
Mstep: Class 33 contains 396 members 
Mstep: Class 34 contains 9112 members 
Mstep: Class 35 contains 50556 members 
Mstep: Class 36 contains 94398 members 
Mstep: Class 37 contains 19670 members 
Mstep: Class 38 contains 2247 members 
Mstep: Class 39 contains 38083 members 
Mstep: Class 40 contains 2244 members 
Mstep: Class 41 contains 8151 members 
Mstep: Class 42 contains 44332 members 
Mstep: Class 43 contains 1217 members 
Mstep: Class 44 contains 937 members 
Mstep: Class 45 contains 5133 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 29430 members 
Mstep: Class 48 contains 1302 members 
Mstep: Class 49 contains 24679 members 
Mstep: Class 50 contains 90513 members 
Mstep: Class 51 contains 4585 members 
Mstep: Class 52 contains 4462 members 
Mstep: Class 53 contains 4539 members 
Mstep: Class 54 contains 2524 members 
Mstep: Class 55 contains 4417 members 
Mstep: Class 56 contains 4857 members 
Mstep: Class 57 contains 14850 members 
Mstep: Class 58 contains 1411 members 
Mstep: Class 59 contains 2160 members 
Mstep: Class 60 contains 1057 members 
Mstep: Class 61 contains 6432 members 
Mstep: Class 62 contains 4668 members 
Mstep: Class 63 contains 4532 members 
Mstep: Class 64 contains 23672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154481008.000000 Penalty: 223603.953125
Iteration 81Q: 65 clusters Score -1.54481e+08 nChanged 14642
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2632 members 
Mstep: Class 3 contains 19315 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 3415 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 18456 members 
Mstep: Class 8 contains 24255 members 
Mstep: Class 9 contains 234087 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 672 members 
Mstep: Class 12 contains 4001 members 
Mstep: Class 13 contains 1831 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 484 members 
Mstep: Class 16 contains 82749 members 
Mstep: Class 17 contains 19732 members 
Mstep: Class 18 contains 126749 members 
Mstep: Class 19 contains 5213 members 
Mstep: Class 20 contains 17572 members 
Mstep: Class 21 contains 23526 members 
Mstep: Class 22 contains 19381 members 
Mstep: Class 23 contains 4382 members 
Mstep: Class 24 contains 3546 members 
Mstep: Class 25 contains 2900 members 
Mstep: Class 26 contains 4975 members 
Mstep: Class 27 contains 5388 members 
Mstep: Class 28 contains 99457 members 
Mstep: Class 29 contains 2862 members 
Mstep: Class 30 contains 5263 members 
Mstep: Class 31 contains 19797 members 
Mstep: Class 32 contains 1968 members 
Mstep: Class 33 contains 390 members 
Mstep: Class 34 contains 9321 members 
Mstep: Class 35 contains 49652 members 
Mstep: Class 36 contains 94127 members 
Mstep: Class 37 contains 19596 members 
Mstep: Class 38 contains 2272 members 
Mstep: Class 39 contains 37915 members 
Mstep: Class 40 contains 2230 members 
Mstep: Class 41 contains 8247 members 
Mstep: Class 42 contains 44161 members 
Mstep: Class 43 contains 1264 members 
Mstep: Class 44 contains 930 members 
Mstep: Class 45 contains 5155 members 
Mstep: Class 46 contains 708 members 
Mstep: Class 47 contains 29743 members 
Mstep: Class 48 contains 1389 members 
Mstep: Class 49 contains 24449 members 
Mstep: Class 50 contains 90795 members 
Mstep: Class 51 contains 4639 members 
Mstep: Class 52 contains 4496 members 
Mstep: Class 53 contains 4619 members 
Mstep: Class 54 contains 2537 members 
Mstep: Class 55 contains 4419 members 
Mstep: Class 56 contains 4869 members 
Mstep: Class 57 contains 14953 members 
Mstep: Class 58 contains 1556 members 
Mstep: Class 59 contains 2407 members 
Mstep: Class 60 contains 1068 members 
Mstep: Class 61 contains 7211 members 
Mstep: Class 62 contains 4773 members 
Mstep: Class 63 contains 4518 members 
Mstep: Class 64 contains 23518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154484352.000000 Penalty: 223603.953125
Iteration 82Q: 65 clusters Score -1.544844e+08 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 19315 members 
Mstep: Class 4 contains 13503 members 
Mstep: Class 5 contains 3442 members 
Mstep: Class 6 contains 5610 members 
Mstep: Class 7 contains 18392 members 
Mstep: Class 8 contains 24155 members 
Mstep: Class 9 contains 233803 members 
Mstep: Class 10 contains 9434 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 4001 members 
Mstep: Class 13 contains 1822 members 
Mstep: Class 14 contains 5289 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 82471 members 
Mstep: Class 17 contains 19792 members 
Mstep: Class 18 contains 128074 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 17530 members 
Mstep: Class 21 contains 23311 members 
Mstep: Class 22 contains 19013 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 2894 members 
Mstep: Class 26 contains 4974 members 
Mstep: Class 27 contains 5460 members 
Mstep: Class 28 contains 99069 members 
Mstep: Class 29 contains 2837 members 
Mstep: Class 30 contains 5130 members 
Mstep: Class 31 contains 19813 members 
Mstep: Class 32 contains 1940 members 
Mstep: Class 33 contains 382 members 
Mstep: Class 34 contains 9469 members 
Mstep: Class 35 contains 48861 members 
Mstep: Class 36 contains 93892 members 
Mstep: Class 37 contains 19591 members 
Mstep: Class 38 contains 2289 members 
Mstep: Class 39 contains 37823 members 
Mstep: Class 40 contains 2217 members 
Mstep: Class 41 contains 8320 members 
Mstep: Class 42 contains 44043 members 
Mstep: Class 43 contains 1310 members 
Mstep: Class 44 contains 928 members 
Mstep: Class 45 contains 5165 members 
Mstep: Class 46 contains 714 members 
Mstep: Class 47 contains 29923 members 
Mstep: Class 48 contains 1449 members 
Mstep: Class 49 contains 24290 members 
Mstep: Class 50 contains 90980 members 
Mstep: Class 51 contains 4675 members 
Mstep: Class 52 contains 4507 members 
Mstep: Class 53 contains 4679 members 
Mstep: Class 54 contains 2538 members 
Mstep: Class 55 contains 4416 members 
Mstep: Class 56 contains 4876 members 
Mstep: Class 57 contains 15044 members 
Mstep: Class 58 contains 1680 members 
Mstep: Class 59 contains 2571 members 
Mstep: Class 60 contains 1075 members 
Mstep: Class 61 contains 7821 members 
Mstep: Class 62 contains 4867 members 
Mstep: Class 63 contains 4502 members 
Mstep: Class 64 contains 23444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154486864.000000 Penalty: 223603.953125
Iteration 83Q: 65 clusters Score -1.544869e+08 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 19317 members 
Mstep: Class 4 contains 13328 members 
Mstep: Class 5 contains 3462 members 
Mstep: Class 6 contains 5607 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 24046 members 
Mstep: Class 9 contains 233597 members 
Mstep: Class 10 contains 9257 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 4000 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 5505 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 82265 members 
Mstep: Class 17 contains 19855 members 
Mstep: Class 18 contains 129235 members 
Mstep: Class 19 contains 5528 members 
Mstep: Class 20 contains 17495 members 
Mstep: Class 21 contains 23111 members 
Mstep: Class 22 contains 18694 members 
Mstep: Class 23 contains 4498 members 
Mstep: Class 24 contains 3566 members 
Mstep: Class 25 contains 2889 members 
Mstep: Class 26 contains 4959 members 
Mstep: Class 27 contains 5515 members 
Mstep: Class 28 contains 98747 members 
Mstep: Class 29 contains 2810 members 
Mstep: Class 30 contains 5051 members 
Mstep: Class 31 contains 19818 members 
Mstep: Class 32 contains 1894 members 
Mstep: Class 33 contains 379 members 
Mstep: Class 34 contains 9604 members 
Mstep: Class 35 contains 48175 members 
Mstep: Class 36 contains 93702 members 
Mstep: Class 37 contains 19638 members 
Mstep: Class 38 contains 2297 members 
Mstep: Class 39 contains 37764 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 8392 members 
Mstep: Class 42 contains 43963 members 
Mstep: Class 43 contains 1343 members 
Mstep: Class 44 contains 927 members 
Mstep: Class 45 contains 5177 members 
Mstep: Class 46 contains 714 members 
Mstep: Class 47 contains 30073 members 
Mstep: Class 48 contains 1495 members 
Mstep: Class 49 contains 24129 members 
Mstep: Class 50 contains 91062 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4516 members 
Mstep: Class 53 contains 4695 members 
Mstep: Class 54 contains 2542 members 
Mstep: Class 55 contains 4415 members 
Mstep: Class 56 contains 4884 members 
Mstep: Class 57 contains 15115 members 
Mstep: Class 58 contains 1801 members 
Mstep: Class 59 contains 2666 members 
Mstep: Class 60 contains 1075 members 
Mstep: Class 61 contains 8310 members 
Mstep: Class 62 contains 4951 members 
Mstep: Class 63 contains 4494 members 
Mstep: Class 64 contains 23409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154487712.000000 Penalty: 223603.953125
Iteration 84Q: 65 clusters Score -1.544877e+08 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 19321 members 
Mstep: Class 4 contains 13182 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 18331 members 
Mstep: Class 8 contains 23966 members 
Mstep: Class 9 contains 233488 members 
Mstep: Class 10 contains 9108 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 3999 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 5627 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 82095 members 
Mstep: Class 17 contains 19918 members 
Mstep: Class 18 contains 130222 members 
Mstep: Class 19 contains 5665 members 
Mstep: Class 20 contains 17465 members 
Mstep: Class 21 contains 22924 members 
Mstep: Class 22 contains 18459 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 3570 members 
Mstep: Class 25 contains 2890 members 
Mstep: Class 26 contains 4937 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 98483 members 
Mstep: Class 29 contains 2796 members 
Mstep: Class 30 contains 4977 members 
Mstep: Class 31 contains 19815 members 
Mstep: Class 32 contains 1865 members 
Mstep: Class 33 contains 380 members 
Mstep: Class 34 contains 9712 members 
Mstep: Class 35 contains 47593 members 
Mstep: Class 36 contains 93526 members 
Mstep: Class 37 contains 19697 members 
Mstep: Class 38 contains 2305 members 
Mstep: Class 39 contains 37687 members 
Mstep: Class 40 contains 2194 members 
Mstep: Class 41 contains 8440 members 
Mstep: Class 42 contains 43882 members 
Mstep: Class 43 contains 1360 members 
Mstep: Class 44 contains 927 members 
Mstep: Class 45 contains 5181 members 
Mstep: Class 46 contains 709 members 
Mstep: Class 47 contains 30195 members 
Mstep: Class 48 contains 1536 members 
Mstep: Class 49 contains 23985 members 
Mstep: Class 50 contains 91102 members 
Mstep: Class 51 contains 4730 members 
Mstep: Class 52 contains 4521 members 
Mstep: Class 53 contains 4703 members 
Mstep: Class 54 contains 2542 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4889 members 
Mstep: Class 57 contains 15188 members 
Mstep: Class 58 contains 1904 members 
Mstep: Class 59 contains 2747 members 
Mstep: Class 60 contains 1070 members 
Mstep: Class 61 contains 8711 members 
Mstep: Class 62 contains 5031 members 
Mstep: Class 63 contains 4488 members 
Mstep: Class 64 contains 23432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154488816.000000 Penalty: 223603.953125
Iteration 85Q: 65 clusters Score -1.544888e+08 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 13040 members 
Mstep: Class 5 contains 3482 members 
Mstep: Class 6 contains 5599 members 
Mstep: Class 7 contains 18316 members 
Mstep: Class 8 contains 23896 members 
Mstep: Class 9 contains 233413 members 
Mstep: Class 10 contains 9001 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 3996 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 5712 members 
Mstep: Class 15 contains 513 members 
Mstep: Class 16 contains 82009 members 
Mstep: Class 17 contains 19973 members 
Mstep: Class 18 contains 131064 members 
Mstep: Class 19 contains 5803 members 
Mstep: Class 20 contains 17449 members 
Mstep: Class 21 contains 22772 members 
Mstep: Class 22 contains 18214 members 
Mstep: Class 23 contains 4517 members 
Mstep: Class 24 contains 3570 members 
Mstep: Class 25 contains 2884 members 
Mstep: Class 26 contains 4916 members 
Mstep: Class 27 contains 5598 members 
Mstep: Class 28 contains 98280 members 
Mstep: Class 29 contains 2763 members 
Mstep: Class 30 contains 4917 members 
Mstep: Class 31 contains 19792 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 9809 members 
Mstep: Class 35 contains 47088 members 
Mstep: Class 36 contains 93349 members 
Mstep: Class 37 contains 19758 members 
Mstep: Class 38 contains 2320 members 
Mstep: Class 39 contains 37636 members 
Mstep: Class 40 contains 2183 members 
Mstep: Class 41 contains 8468 members 
Mstep: Class 42 contains 43801 members 
Mstep: Class 43 contains 1364 members 
Mstep: Class 44 contains 927 members 
Mstep: Class 45 contains 5183 members 
Mstep: Class 46 contains 710 members 
Mstep: Class 47 contains 30269 members 
Mstep: Class 48 contains 1560 members 
Mstep: Class 49 contains 23893 members 
Mstep: Class 50 contains 91126 members 
Mstep: Class 51 contains 4749 members 
Mstep: Class 52 contains 4524 members 
Mstep: Class 53 contains 4715 members 
Mstep: Class 54 contains 2545 members 
Mstep: Class 55 contains 4415 members 
Mstep: Class 56 contains 4889 members 
Mstep: Class 57 contains 15248 members 
Mstep: Class 58 contains 2008 members 
Mstep: Class 59 contains 2806 members 
Mstep: Class 60 contains 1072 members 
Mstep: Class 61 contains 9036 members 
Mstep: Class 62 contains 5108 members 
Mstep: Class 63 contains 4486 members 
Mstep: Class 64 contains 23485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154489808.000000 Penalty: 223603.953125
Iteration 86Q: 65 clusters Score -1.544898e+08 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 2471 members 
Mstep: Class 3 contains 19326 members 
Mstep: Class 4 contains 12915 members 
Mstep: Class 5 contains 3492 members 
Mstep: Class 6 contains 5600 members 
Mstep: Class 7 contains 18299 members 
Mstep: Class 8 contains 23820 members 
Mstep: Class 9 contains 233356 members 
Mstep: Class 10 contains 8882 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 1817 members 
Mstep: Class 14 contains 5782 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 81894 members 
Mstep: Class 17 contains 20021 members 
Mstep: Class 18 contains 131731 members 
Mstep: Class 19 contains 5914 members 
Mstep: Class 20 contains 17440 members 
Mstep: Class 21 contains 22616 members 
Mstep: Class 22 contains 17999 members 
Mstep: Class 23 contains 4519 members 
Mstep: Class 24 contains 3573 members 
Mstep: Class 25 contains 2881 members 
Mstep: Class 26 contains 4902 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 98145 members 
Mstep: Class 29 contains 2750 members 
Mstep: Class 30 contains 4871 members 
Mstep: Class 31 contains 19791 members 
Mstep: Class 32 contains 1842 members 
Mstep: Class 33 contains 382 members 
Mstep: Class 34 contains 9876 members 
Mstep: Class 35 contains 46668 members 
Mstep: Class 36 contains 93173 members 
Mstep: Class 37 contains 19824 members 
Mstep: Class 38 contains 2326 members 
Mstep: Class 39 contains 37585 members 
Mstep: Class 40 contains 2175 members 
Mstep: Class 41 contains 8495 members 
Mstep: Class 42 contains 43730 members 
Mstep: Class 43 contains 1371 members 
Mstep: Class 44 contains 923 members 
Mstep: Class 45 contains 5188 members 
Mstep: Class 46 contains 708 members 
Mstep: Class 47 contains 30325 members 
Mstep: Class 48 contains 1583 members 
Mstep: Class 49 contains 23812 members 
Mstep: Class 50 contains 91169 members 
Mstep: Class 51 contains 4765 members 
Mstep: Class 52 contains 4527 members 
Mstep: Class 53 contains 4739 members 
Mstep: Class 54 contains 2540 members 
Mstep: Class 55 contains 4416 members 
Mstep: Class 56 contains 4888 members 
Mstep: Class 57 contains 15314 members 
Mstep: Class 58 contains 2104 members 
Mstep: Class 59 contains 2837 members 
Mstep: Class 60 contains 1076 members 
Mstep: Class 61 contains 9355 members 
Mstep: Class 62 contains 5175 members 
Mstep: Class 63 contains 4487 members 
Mstep: Class 64 contains 23553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154489920.000000 Penalty: 223603.953125
Iteration 87Q: 65 clusters Score -1.544899e+08 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2463 members 
Mstep: Class 3 contains 19326 members 
Mstep: Class 4 contains 12800 members 
Mstep: Class 5 contains 3501 members 
Mstep: Class 6 contains 5601 members 
Mstep: Class 7 contains 18266 members 
Mstep: Class 8 contains 23757 members 
Mstep: Class 9 contains 233311 members 
Mstep: Class 10 contains 8779 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 81751 members 
Mstep: Class 17 contains 20075 members 
Mstep: Class 18 contains 132302 members 
Mstep: Class 19 contains 6017 members 
Mstep: Class 20 contains 17430 members 
Mstep: Class 21 contains 22479 members 
Mstep: Class 22 contains 17786 members 
Mstep: Class 23 contains 4514 members 
Mstep: Class 24 contains 3577 members 
Mstep: Class 25 contains 2884 members 
Mstep: Class 26 contains 4892 members 
Mstep: Class 27 contains 5663 members 
Mstep: Class 28 contains 98030 members 
Mstep: Class 29 contains 2740 members 
Mstep: Class 30 contains 4848 members 
Mstep: Class 31 contains 19792 members 
Mstep: Class 32 contains 1830 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 9939 members 
Mstep: Class 35 contains 46313 members 
Mstep: Class 36 contains 93004 members 
Mstep: Class 37 contains 19875 members 
Mstep: Class 38 contains 2334 members 
Mstep: Class 39 contains 37566 members 
Mstep: Class 40 contains 2170 members 
Mstep: Class 41 contains 8520 members 
Mstep: Class 42 contains 43669 members 
Mstep: Class 43 contains 1376 members 
Mstep: Class 44 contains 923 members 
Mstep: Class 45 contains 5186 members 
Mstep: Class 46 contains 709 members 
Mstep: Class 47 contains 30355 members 
Mstep: Class 48 contains 1599 members 
Mstep: Class 49 contains 23747 members 
Mstep: Class 50 contains 91239 members 
Mstep: Class 51 contains 4780 members 
Mstep: Class 52 contains 4529 members 
Mstep: Class 53 contains 4764 members 
Mstep: Class 54 contains 2530 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4889 members 
Mstep: Class 57 contains 15392 members 
Mstep: Class 58 contains 2190 members 
Mstep: Class 59 contains 2865 members 
Mstep: Class 60 contains 1081 members 
Mstep: Class 61 contains 9611 members 
Mstep: Class 62 contains 5261 members 
Mstep: Class 63 contains 4488 members 
Mstep: Class 64 contains 23616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154490752.000000 Penalty: 223603.953125
Iteration 88Q: 65 clusters Score -1.544908e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 19329 members 
Mstep: Class 4 contains 12687 members 
Mstep: Class 5 contains 3504 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 18240 members 
Mstep: Class 8 contains 23698 members 
Mstep: Class 9 contains 233284 members 
Mstep: Class 10 contains 8681 members 
Mstep: Class 11 contains 668 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 5874 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 81650 members 
Mstep: Class 17 contains 20107 members 
Mstep: Class 18 contains 132742 members 
Mstep: Class 19 contains 6123 members 
Mstep: Class 20 contains 17421 members 
Mstep: Class 21 contains 22344 members 
Mstep: Class 22 contains 17616 members 
Mstep: Class 23 contains 4495 members 
Mstep: Class 24 contains 3585 members 
Mstep: Class 25 contains 2882 members 
Mstep: Class 26 contains 4879 members 
Mstep: Class 27 contains 5670 members 
Mstep: Class 28 contains 97914 members 
Mstep: Class 29 contains 2736 members 
Mstep: Class 30 contains 4837 members 
Mstep: Class 31 contains 19787 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 380 members 
Mstep: Class 34 contains 10009 members 
Mstep: Class 35 contains 46013 members 
Mstep: Class 36 contains 92885 members 
Mstep: Class 37 contains 19946 members 
Mstep: Class 38 contains 2338 members 
Mstep: Class 39 contains 37566 members 
Mstep: Class 40 contains 2170 members 
Mstep: Class 41 contains 8538 members 
Mstep: Class 42 contains 43621 members 
Mstep: Class 43 contains 1387 members 
Mstep: Class 44 contains 923 members 
Mstep: Class 45 contains 5178 members 
Mstep: Class 46 contains 706 members 
Mstep: Class 47 contains 30369 members 
Mstep: Class 48 contains 1611 members 
Mstep: Class 49 contains 23700 members 
Mstep: Class 50 contains 91283 members 
Mstep: Class 51 contains 4793 members 
Mstep: Class 52 contains 4527 members 
Mstep: Class 53 contains 4796 members 
Mstep: Class 54 contains 2517 members 
Mstep: Class 55 contains 4412 members 
Mstep: Class 56 contains 4890 members 
Mstep: Class 57 contains 15474 members 
Mstep: Class 58 contains 2267 members 
Mstep: Class 59 contains 2881 members 
Mstep: Class 60 contains 1081 members 
Mstep: Class 61 contains 9819 members 
Mstep: Class 62 contains 5335 members 
Mstep: Class 63 contains 4487 members 
Mstep: Class 64 contains 23685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154491136.000000 Penalty: 223603.953125
Iteration 89Q: 65 clusters Score -1.544911e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 19331 members 
Mstep: Class 4 contains 12583 members 
Mstep: Class 5 contains 3510 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 18209 members 
Mstep: Class 8 contains 23640 members 
Mstep: Class 9 contains 233270 members 
Mstep: Class 10 contains 8586 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 3989 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 5905 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 81549 members 
Mstep: Class 17 contains 20128 members 
Mstep: Class 18 contains 133087 members 
Mstep: Class 19 contains 6219 members 
Mstep: Class 20 contains 17420 members 
Mstep: Class 21 contains 22231 members 
Mstep: Class 22 contains 17465 members 
Mstep: Class 23 contains 4491 members 
Mstep: Class 24 contains 3593 members 
Mstep: Class 25 contains 2882 members 
Mstep: Class 26 contains 4867 members 
Mstep: Class 27 contains 5677 members 
Mstep: Class 28 contains 97813 members 
Mstep: Class 29 contains 2732 members 
Mstep: Class 30 contains 4824 members 
Mstep: Class 31 contains 19784 members 
Mstep: Class 32 contains 1807 members 
Mstep: Class 33 contains 382 members 
Mstep: Class 34 contains 10068 members 
Mstep: Class 35 contains 45802 members 
Mstep: Class 36 contains 92784 members 
Mstep: Class 37 contains 19994 members 
Mstep: Class 38 contains 2341 members 
Mstep: Class 39 contains 37547 members 
Mstep: Class 40 contains 2166 members 
Mstep: Class 41 contains 8550 members 
Mstep: Class 42 contains 43571 members 
Mstep: Class 43 contains 1390 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5175 members 
Mstep: Class 46 contains 704 members 
Mstep: Class 47 contains 30377 members 
Mstep: Class 48 contains 1627 members 
Mstep: Class 49 contains 23650 members 
Mstep: Class 50 contains 91335 members 
Mstep: Class 51 contains 4808 members 
Mstep: Class 52 contains 4529 members 
Mstep: Class 53 contains 4835 members 
Mstep: Class 54 contains 2508 members 
Mstep: Class 55 contains 4412 members 
Mstep: Class 56 contains 4894 members 
Mstep: Class 57 contains 15548 members 
Mstep: Class 58 contains 2342 members 
Mstep: Class 59 contains 2892 members 
Mstep: Class 60 contains 1083 members 
Mstep: Class 61 contains 10013 members 
Mstep: Class 62 contains 5402 members 
Mstep: Class 63 contains 4490 members 
Mstep: Class 64 contains 23749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154491248.000000 Penalty: 223603.953125
Iteration 90Q: 65 clusters Score -1.544912e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 19330 members 
Mstep: Class 4 contains 12487 members 
Mstep: Class 5 contains 3514 members 
Mstep: Class 6 contains 5601 members 
Mstep: Class 7 contains 18190 members 
Mstep: Class 8 contains 23598 members 
Mstep: Class 9 contains 233270 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 5929 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 81473 members 
Mstep: Class 17 contains 20147 members 
Mstep: Class 18 contains 133363 members 
Mstep: Class 19 contains 6310 members 
Mstep: Class 20 contains 17416 members 
Mstep: Class 21 contains 22133 members 
Mstep: Class 22 contains 17324 members 
Mstep: Class 23 contains 4461 members 
Mstep: Class 24 contains 3596 members 
Mstep: Class 25 contains 2882 members 
Mstep: Class 26 contains 4859 members 
Mstep: Class 27 contains 5688 members 
Mstep: Class 28 contains 97740 members 
Mstep: Class 29 contains 2735 members 
Mstep: Class 30 contains 4814 members 
Mstep: Class 31 contains 19782 members 
Mstep: Class 32 contains 1794 members 
Mstep: Class 33 contains 381 members 
Mstep: Class 34 contains 10116 members 
Mstep: Class 35 contains 45605 members 
Mstep: Class 36 contains 92690 members 
Mstep: Class 37 contains 20045 members 
Mstep: Class 38 contains 2344 members 
Mstep: Class 39 contains 37525 members 
Mstep: Class 40 contains 2164 members 
Mstep: Class 41 contains 8561 members 
Mstep: Class 42 contains 43522 members 
Mstep: Class 43 contains 1398 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5178 members 
Mstep: Class 46 contains 704 members 
Mstep: Class 47 contains 30384 members 
Mstep: Class 48 contains 1636 members 
Mstep: Class 49 contains 23604 members 
Mstep: Class 50 contains 91391 members 
Mstep: Class 51 contains 4822 members 
Mstep: Class 52 contains 4531 members 
Mstep: Class 53 contains 4878 members 
Mstep: Class 54 contains 2504 members 
Mstep: Class 55 contains 4415 members 
Mstep: Class 56 contains 4894 members 
Mstep: Class 57 contains 15608 members 
Mstep: Class 58 contains 2410 members 
Mstep: Class 59 contains 2899 members 
Mstep: Class 60 contains 1080 members 
Mstep: Class 61 contains 10176 members 
Mstep: Class 62 contains 5472 members 
Mstep: Class 63 contains 4494 members 
Mstep: Class 64 contains 23809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154491584.000000 Penalty: 223603.953125
Iteration 91Q: 65 clusters Score -1.544916e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 3 contains 19328 members 
Mstep: Class 4 contains 12381 members 
Mstep: Class 5 contains 3518 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 18184 members 
Mstep: Class 8 contains 23557 members 
Mstep: Class 9 contains 233265 members 
Mstep: Class 10 contains 8444 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 1815 members 
Mstep: Class 14 contains 5942 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 81439 members 
Mstep: Class 17 contains 20166 members 
Mstep: Class 18 contains 133612 members 
Mstep: Class 19 contains 6414 members 
Mstep: Class 20 contains 17406 members 
Mstep: Class 21 contains 22055 members 
Mstep: Class 22 contains 17186 members 
Mstep: Class 23 contains 4428 members 
Mstep: Class 24 contains 3602 members 
Mstep: Class 25 contains 2883 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 5696 members 
Mstep: Class 28 contains 97690 members 
Mstep: Class 29 contains 2732 members 
Mstep: Class 30 contains 4808 members 
Mstep: Class 31 contains 19768 members 
Mstep: Class 32 contains 1785 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 10157 members 
Mstep: Class 35 contains 45386 members 
Mstep: Class 36 contains 92620 members 
Mstep: Class 37 contains 20107 members 
Mstep: Class 38 contains 2345 members 
Mstep: Class 39 contains 37479 members 
Mstep: Class 40 contains 2162 members 
Mstep: Class 41 contains 8570 members 
Mstep: Class 42 contains 43477 members 
Mstep: Class 43 contains 1399 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5181 members 
Mstep: Class 46 contains 703 members 
Mstep: Class 47 contains 30393 members 
Mstep: Class 48 contains 1641 members 
Mstep: Class 49 contains 23562 members 
Mstep: Class 50 contains 91422 members 
Mstep: Class 51 contains 4842 members 
Mstep: Class 52 contains 4535 members 
Mstep: Class 53 contains 4922 members 
Mstep: Class 54 contains 2496 members 
Mstep: Class 55 contains 4416 members 
Mstep: Class 56 contains 4894 members 
Mstep: Class 57 contains 15660 members 
Mstep: Class 58 contains 2466 members 
Mstep: Class 59 contains 2903 members 
Mstep: Class 60 contains 1080 members 
Mstep: Class 61 contains 10307 members 
Mstep: Class 62 contains 5541 members 
Mstep: Class 63 contains 4493 members 
Mstep: Class 64 contains 23903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154492016.000000 Penalty: 223603.953125
Iteration 92Q: 65 clusters Score -1.54492e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 3 contains 19330 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 3523 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 18173 members 
Mstep: Class 8 contains 23523 members 
Mstep: Class 9 contains 233260 members 
Mstep: Class 10 contains 8372 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 5950 members 
Mstep: Class 15 contains 525 members 
Mstep: Class 16 contains 81427 members 
Mstep: Class 17 contains 20183 members 
Mstep: Class 18 contains 133804 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 17398 members 
Mstep: Class 21 contains 21966 members 
Mstep: Class 22 contains 17045 members 
Mstep: Class 23 contains 4392 members 
Mstep: Class 24 contains 3604 members 
Mstep: Class 25 contains 2885 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 5708 members 
Mstep: Class 28 contains 97634 members 
Mstep: Class 29 contains 2741 members 
Mstep: Class 30 contains 4803 members 
Mstep: Class 31 contains 19754 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 10189 members 
Mstep: Class 35 contains 45219 members 
Mstep: Class 36 contains 92562 members 
Mstep: Class 37 contains 20137 members 
Mstep: Class 38 contains 2345 members 
Mstep: Class 39 contains 37452 members 
Mstep: Class 40 contains 2160 members 
Mstep: Class 41 contains 8578 members 
Mstep: Class 42 contains 43438 members 
Mstep: Class 43 contains 1404 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5178 members 
Mstep: Class 46 contains 703 members 
Mstep: Class 47 contains 30392 members 
Mstep: Class 48 contains 1644 members 
Mstep: Class 49 contains 23523 members 
Mstep: Class 50 contains 91464 members 
Mstep: Class 51 contains 4855 members 
Mstep: Class 52 contains 4537 members 
Mstep: Class 53 contains 4966 members 
Mstep: Class 54 contains 2488 members 
Mstep: Class 55 contains 4415 members 
Mstep: Class 56 contains 4894 members 
Mstep: Class 57 contains 15700 members 
Mstep: Class 58 contains 2518 members 
Mstep: Class 59 contains 2910 members 
Mstep: Class 60 contains 1082 members 
Mstep: Class 61 contains 10458 members 
Mstep: Class 62 contains 5617 members 
Mstep: Class 63 contains 4492 members 
Mstep: Class 64 contains 23980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154492112.000000 Penalty: 223603.953125
Iteration 93Q: 65 clusters Score -1.544921e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 19331 members 
Mstep: Class 4 contains 12179 members 
Mstep: Class 5 contains 3525 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 18171 members 
Mstep: Class 8 contains 23495 members 
Mstep: Class 9 contains 233247 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 5963 members 
Mstep: Class 15 contains 527 members 
Mstep: Class 16 contains 81394 members 
Mstep: Class 17 contains 20193 members 
Mstep: Class 18 contains 133957 members 
Mstep: Class 19 contains 6624 members 
Mstep: Class 20 contains 17394 members 
Mstep: Class 21 contains 21901 members 
Mstep: Class 22 contains 16915 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 3608 members 
Mstep: Class 25 contains 2884 members 
Mstep: Class 26 contains 4852 members 
Mstep: Class 27 contains 5722 members 
Mstep: Class 28 contains 97597 members 
Mstep: Class 29 contains 2737 members 
Mstep: Class 30 contains 4803 members 
Mstep: Class 31 contains 19734 members 
Mstep: Class 32 contains 1767 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 10215 members 
Mstep: Class 35 contains 45093 members 
Mstep: Class 36 contains 92519 members 
Mstep: Class 37 contains 20154 members 
Mstep: Class 38 contains 2345 members 
Mstep: Class 39 contains 37429 members 
Mstep: Class 40 contains 2160 members 
Mstep: Class 41 contains 8585 members 
Mstep: Class 42 contains 43401 members 
Mstep: Class 43 contains 1407 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5175 members 
Mstep: Class 46 contains 702 members 
Mstep: Class 47 contains 30395 members 
Mstep: Class 48 contains 1652 members 
Mstep: Class 49 contains 23478 members 
Mstep: Class 50 contains 91496 members 
Mstep: Class 51 contains 4864 members 
Mstep: Class 52 contains 4537 members 
Mstep: Class 53 contains 5000 members 
Mstep: Class 54 contains 2483 members 
Mstep: Class 55 contains 4415 members 
Mstep: Class 56 contains 4893 members 
Mstep: Class 57 contains 15726 members 
Mstep: Class 58 contains 2561 members 
Mstep: Class 59 contains 2917 members 
Mstep: Class 60 contains 1085 members 
Mstep: Class 61 contains 10581 members 
Mstep: Class 62 contains 5693 members 
Mstep: Class 63 contains 4492 members 
Mstep: Class 64 contains 24062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154492352.000000 Penalty: 223603.953125
Iteration 94Q: 65 clusters Score -1.544924e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2471 members 
Mstep: Class 3 contains 19333 members 
Mstep: Class 4 contains 12082 members 
Mstep: Class 5 contains 3524 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 18171 members 
Mstep: Class 8 contains 23467 members 
Mstep: Class 9 contains 233243 members 
Mstep: Class 10 contains 8261 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 1817 members 
Mstep: Class 14 contains 5971 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 81346 members 
Mstep: Class 17 contains 20204 members 
Mstep: Class 18 contains 134059 members 
Mstep: Class 19 contains 6722 members 
Mstep: Class 20 contains 17389 members 
Mstep: Class 21 contains 21828 members 
Mstep: Class 22 contains 16797 members 
Mstep: Class 23 contains 4345 members 
Mstep: Class 24 contains 3609 members 
Mstep: Class 25 contains 2885 members 
Mstep: Class 26 contains 4846 members 
Mstep: Class 27 contains 5740 members 
Mstep: Class 28 contains 97556 members 
Mstep: Class 29 contains 2737 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 19724 members 
Mstep: Class 32 contains 1765 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 44984 members 
Mstep: Class 36 contains 92495 members 
Mstep: Class 37 contains 20177 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 37419 members 
Mstep: Class 40 contains 2158 members 
Mstep: Class 41 contains 8590 members 
Mstep: Class 42 contains 43364 members 
Mstep: Class 43 contains 1409 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5174 members 
Mstep: Class 46 contains 703 members 
Mstep: Class 47 contains 30392 members 
Mstep: Class 48 contains 1656 members 
Mstep: Class 49 contains 23449 members 
Mstep: Class 50 contains 91528 members 
Mstep: Class 51 contains 4873 members 
Mstep: Class 52 contains 4538 members 
Mstep: Class 53 contains 5048 members 
Mstep: Class 54 contains 2483 members 
Mstep: Class 55 contains 4416 members 
Mstep: Class 56 contains 4895 members 
Mstep: Class 57 contains 15761 members 
Mstep: Class 58 contains 2613 members 
Mstep: Class 59 contains 2929 members 
Mstep: Class 60 contains 1085 members 
Mstep: Class 61 contains 10711 members 
Mstep: Class 62 contains 5759 members 
Mstep: Class 63 contains 4489 members 
Mstep: Class 64 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154492768.000000 Penalty: 223603.953125
Iteration 95Q: 65 clusters Score -1.544928e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 19332 members 
Mstep: Class 4 contains 11999 members 
Mstep: Class 5 contains 3523 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 18171 members 
Mstep: Class 8 contains 23434 members 
Mstep: Class 9 contains 233244 members 
Mstep: Class 10 contains 8198 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1817 members 
Mstep: Class 14 contains 5980 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 81325 members 
Mstep: Class 17 contains 20221 members 
Mstep: Class 18 contains 134134 members 
Mstep: Class 19 contains 6812 members 
Mstep: Class 20 contains 17387 members 
Mstep: Class 21 contains 21764 members 
Mstep: Class 22 contains 16696 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 2887 members 
Mstep: Class 26 contains 4843 members 
Mstep: Class 27 contains 5753 members 
Mstep: Class 28 contains 97517 members 
Mstep: Class 29 contains 2744 members 
Mstep: Class 30 contains 4801 members 
Mstep: Class 31 contains 19718 members 
Mstep: Class 32 contains 1757 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 10256 members 
Mstep: Class 35 contains 44855 members 
Mstep: Class 36 contains 92474 members 
Mstep: Class 37 contains 20206 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 37407 members 
Mstep: Class 40 contains 2156 members 
Mstep: Class 41 contains 8593 members 
Mstep: Class 42 contains 43334 members 
Mstep: Class 43 contains 1411 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5175 members 
Mstep: Class 46 contains 705 members 
Mstep: Class 47 contains 30399 members 
Mstep: Class 48 contains 1658 members 
Mstep: Class 49 contains 23418 members 
Mstep: Class 50 contains 91565 members 
Mstep: Class 51 contains 4886 members 
Mstep: Class 52 contains 4537 members 
Mstep: Class 53 contains 5079 members 
Mstep: Class 54 contains 2483 members 
Mstep: Class 55 contains 4415 members 
Mstep: Class 56 contains 4895 members 
Mstep: Class 57 contains 15789 members 
Mstep: Class 58 contains 2666 members 
Mstep: Class 59 contains 2938 members 
Mstep: Class 60 contains 1083 members 
Mstep: Class 61 contains 10816 members 
Mstep: Class 62 contains 5822 members 
Mstep: Class 63 contains 4487 members 
Mstep: Class 64 contains 24170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154493120.000000 Penalty: 223603.953125
Iteration 96Q: 65 clusters Score -1.544931e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 2473 members 
Mstep: Class 3 contains 19331 members 
Mstep: Class 4 contains 11929 members 
Mstep: Class 5 contains 3524 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 18162 members 
Mstep: Class 8 contains 23399 members 
Mstep: Class 9 contains 233253 members 
Mstep: Class 10 contains 8159 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 5986 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 81315 members 
Mstep: Class 17 contains 20236 members 
Mstep: Class 18 contains 134196 members 
Mstep: Class 19 contains 6873 members 
Mstep: Class 20 contains 17385 members 
Mstep: Class 21 contains 21717 members 
Mstep: Class 22 contains 16605 members 
Mstep: Class 23 contains 4305 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 2887 members 
Mstep: Class 26 contains 4839 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 97478 members 
Mstep: Class 29 contains 2735 members 
Mstep: Class 30 contains 4817 members 
Mstep: Class 31 contains 19704 members 
Mstep: Class 32 contains 1752 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 10281 members 
Mstep: Class 35 contains 44733 members 
Mstep: Class 36 contains 92459 members 
Mstep: Class 37 contains 20228 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 37400 members 
Mstep: Class 40 contains 2154 members 
Mstep: Class 41 contains 8597 members 
Mstep: Class 42 contains 43295 members 
Mstep: Class 43 contains 1412 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5173 members 
Mstep: Class 46 contains 703 members 
Mstep: Class 47 contains 30404 members 
Mstep: Class 48 contains 1662 members 
Mstep: Class 49 contains 23392 members 
Mstep: Class 50 contains 91613 members 
Mstep: Class 51 contains 4896 members 
Mstep: Class 52 contains 4537 members 
Mstep: Class 53 contains 5126 members 
Mstep: Class 54 contains 2480 members 
Mstep: Class 55 contains 4415 members 
Mstep: Class 56 contains 4897 members 
Mstep: Class 57 contains 15817 members 
Mstep: Class 58 contains 2710 members 
Mstep: Class 59 contains 2950 members 
Mstep: Class 60 contains 1082 members 
Mstep: Class 61 contains 10906 members 
Mstep: Class 62 contains 5878 members 
Mstep: Class 63 contains 4486 members 
Mstep: Class 64 contains 24194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154493312.000000 Penalty: 223603.953125
Iteration 97Q: 65 clusters Score -1.544933e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 2478 members 
Mstep: Class 3 contains 19330 members 
Mstep: Class 4 contains 11884 members 
Mstep: Class 5 contains 3524 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 18165 members 
Mstep: Class 8 contains 23374 members 
Mstep: Class 9 contains 233255 members 
Mstep: Class 10 contains 8116 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 5993 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 81303 members 
Mstep: Class 17 contains 20235 members 
Mstep: Class 18 contains 134251 members 
Mstep: Class 19 contains 6929 members 
Mstep: Class 20 contains 17381 members 
Mstep: Class 21 contains 21677 members 
Mstep: Class 22 contains 16532 members 
Mstep: Class 23 contains 4296 members 
Mstep: Class 24 contains 3618 members 
Mstep: Class 25 contains 2889 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 5772 members 
Mstep: Class 28 contains 97441 members 
Mstep: Class 29 contains 2730 members 
Mstep: Class 30 contains 4826 members 
Mstep: Class 31 contains 19689 members 
Mstep: Class 32 contains 1753 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 10298 members 
Mstep: Class 35 contains 44605 members 
Mstep: Class 36 contains 92445 members 
Mstep: Class 37 contains 20252 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 37386 members 
Mstep: Class 40 contains 2150 members 
Mstep: Class 41 contains 8598 members 
Mstep: Class 42 contains 43263 members 
Mstep: Class 43 contains 1412 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5173 members 
Mstep: Class 46 contains 700 members 
Mstep: Class 47 contains 30405 members 
Mstep: Class 48 contains 1666 members 
Mstep: Class 49 contains 23377 members 
Mstep: Class 50 contains 91657 members 
Mstep: Class 51 contains 4902 members 
Mstep: Class 52 contains 4536 members 
Mstep: Class 53 contains 5165 members 
Mstep: Class 54 contains 2479 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 15828 members 
Mstep: Class 58 contains 2754 members 
Mstep: Class 59 contains 2957 members 
Mstep: Class 60 contains 1083 members 
Mstep: Class 61 contains 10973 members 
Mstep: Class 62 contains 5938 members 
Mstep: Class 63 contains 4487 members 
Mstep: Class 64 contains 24239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154493600.000000 Penalty: 223603.953125
Iteration 98Q: 65 clusters Score -1.544936e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2481 members 
Mstep: Class 3 contains 19331 members 
Mstep: Class 4 contains 11848 members 
Mstep: Class 5 contains 3524 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 18164 members 
Mstep: Class 8 contains 23359 members 
Mstep: Class 9 contains 233257 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 5997 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 81233 members 
Mstep: Class 17 contains 20243 members 
Mstep: Class 18 contains 134288 members 
Mstep: Class 19 contains 6976 members 
Mstep: Class 20 contains 17379 members 
Mstep: Class 21 contains 21643 members 
Mstep: Class 22 contains 16462 members 
Mstep: Class 23 contains 4285 members 
Mstep: Class 24 contains 3619 members 
Mstep: Class 25 contains 2893 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 97409 members 
Mstep: Class 29 contains 2723 members 
Mstep: Class 30 contains 4837 members 
Mstep: Class 31 contains 19686 members 
Mstep: Class 32 contains 1752 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 10316 members 
Mstep: Class 35 contains 44513 members 
Mstep: Class 36 contains 92437 members 
Mstep: Class 37 contains 20276 members 
Mstep: Class 38 contains 2345 members 
Mstep: Class 39 contains 37365 members 
Mstep: Class 40 contains 2146 members 
Mstep: Class 41 contains 8599 members 
Mstep: Class 42 contains 43236 members 
Mstep: Class 43 contains 1411 members 
Mstep: Class 44 contains 920 members 
Mstep: Class 45 contains 5170 members 
Mstep: Class 46 contains 700 members 
Mstep: Class 47 contains 30410 members 
Mstep: Class 48 contains 1672 members 
Mstep: Class 49 contains 23359 members 
Mstep: Class 50 contains 91697 members 
Mstep: Class 51 contains 4912 members 
Mstep: Class 52 contains 4537 members 
Mstep: Class 53 contains 5211 members 
Mstep: Class 54 contains 2480 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 15832 members 
Mstep: Class 58 contains 2789 members 
Mstep: Class 59 contains 2969 members 
Mstep: Class 60 contains 1085 members 
Mstep: Class 61 contains 11024 members 
Mstep: Class 62 contains 5991 members 
Mstep: Class 63 contains 4487 members 
Mstep: Class 64 contains 24300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154493792.000000 Penalty: 223603.953125
Iteration 99Q: 65 clusters Score -1.544938e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 2483 members 
Mstep: Class 3 contains 19331 members 
Mstep: Class 4 contains 11812 members 
Mstep: Class 5 contains 3525 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 18157 members 
Mstep: Class 8 contains 23336 members 
Mstep: Class 9 contains 233253 members 
Mstep: Class 10 contains 8057 members 
Mstep: Class 11 contains 667 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6003 members 
Mstep: Class 15 contains 530 members 
Mstep: Class 16 contains 81191 members 
Mstep: Class 17 contains 20256 members 
Mstep: Class 18 contains 134326 members 
Mstep: Class 19 contains 7022 members 
Mstep: Class 20 contains 17379 members 
Mstep: Class 21 contains 21607 members 
Mstep: Class 22 contains 16405 members 
Mstep: Class 23 contains 4257 members 
Mstep: Class 24 contains 3625 members 
Mstep: Class 25 contains 2893 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 5790 members 
Mstep: Class 28 contains 97389 members 
Mstep: Class 29 contains 2724 members 
Mstep: Class 30 contains 4839 members 
Mstep: Class 31 contains 19672 members 
Mstep: Class 32 contains 1750 members 
Mstep: Class 33 contains 372 members 
Mstep: Class 34 contains 10338 members 
Mstep: Class 35 contains 44425 members 
Mstep: Class 36 contains 92427 members 
Mstep: Class 37 contains 20304 members 
Mstep: Class 38 contains 2345 members 
Mstep: Class 39 contains 37348 members 
Mstep: Class 40 contains 2142 members 
Mstep: Class 41 contains 8601 members 
Mstep: Class 42 contains 43210 members 
Mstep: Class 43 contains 1413 members 
Mstep: Class 44 contains 920 members 
Mstep: Class 45 contains 5168 members 
Mstep: Class 46 contains 701 members 
Mstep: Class 47 contains 30412 members 
Mstep: Class 48 contains 1675 members 
Mstep: Class 49 contains 23339 members 
Mstep: Class 50 contains 91745 members 
Mstep: Class 51 contains 4924 members 
Mstep: Class 52 contains 4539 members 
Mstep: Class 53 contains 5266 members 
Mstep: Class 54 contains 2475 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 15834 members 
Mstep: Class 58 contains 2807 members 
Mstep: Class 59 contains 2973 members 
Mstep: Class 60 contains 1085 members 
Mstep: Class 61 contains 11086 members 
Mstep: Class 62 contains 6032 members 
Mstep: Class 63 contains 4485 members 
Mstep: Class 64 contains 24346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154494224.000000 Penalty: 223603.953125
Iteration 100F: 65 clusters Score -1.544942e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 3 contains 19330 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3528 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 18147 members 
Mstep: Class 8 contains 23314 members 
Mstep: Class 9 contains 233257 members 
Mstep: Class 10 contains 8039 members 
Mstep: Class 11 contains 664 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6013 members 
Mstep: Class 15 contains 535 members 
Mstep: Class 16 contains 81121 members 
Mstep: Class 17 contains 20266 members 
Mstep: Class 18 contains 134362 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 17381 members 
Mstep: Class 21 contains 21579 members 
Mstep: Class 22 contains 16352 members 
Mstep: Class 23 contains 4243 members 
Mstep: Class 24 contains 3628 members 
Mstep: Class 25 contains 2893 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 5795 members 
Mstep: Class 28 contains 97378 members 
Mstep: Class 29 contains 2691 members 
Mstep: Class 30 contains 4843 members 
Mstep: Class 31 contains 19652 members 
Mstep: Class 32 contains 1746 members 
Mstep: Class 33 contains 372 members 
Mstep: Class 34 contains 10358 members 
Mstep: Class 35 contains 44347 members 
Mstep: Class 36 contains 92421 members 
Mstep: Class 37 contains 20330 members 
Mstep: Class 38 contains 2345 members 
Mstep: Class 39 contains 37346 members 
Mstep: Class 40 contains 2143 members 
Mstep: Class 41 contains 8602 members 
Mstep: Class 42 contains 43183 members 
Mstep: Class 43 contains 1430 members 
Mstep: Class 44 contains 924 members 
Mstep: Class 45 contains 5166 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 30413 members 
Mstep: Class 48 contains 1680 members 
Mstep: Class 49 contains 23322 members 
Mstep: Class 50 contains 91783 members 
Mstep: Class 51 contains 4925 members 
Mstep: Class 52 contains 4540 members 
Mstep: Class 53 contains 5321 members 
Mstep: Class 54 contains 2471 members 
Mstep: Class 55 contains 4412 members 
Mstep: Class 56 contains 4898 members 
Mstep: Class 57 contains 15842 members 
Mstep: Class 58 contains 2833 members 
Mstep: Class 59 contains 2977 members 
Mstep: Class 60 contains 1087 members 
Mstep: Class 61 contains 11138 members 
Mstep: Class 62 contains 6069 members 
Mstep: Class 63 contains 4480 members 
Mstep: Class 64 contains 24373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154494784.000000 Penalty: 223603.953125
Iteration 101Q: 65 clusters Score -1.544948e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 19328 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3530 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 18142 members 
Mstep: Class 8 contains 23276 members 
Mstep: Class 9 contains 233266 members 
Mstep: Class 10 contains 8010 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 6021 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 81067 members 
Mstep: Class 17 contains 20279 members 
Mstep: Class 18 contains 134397 members 
Mstep: Class 19 contains 7127 members 
Mstep: Class 20 contains 17380 members 
Mstep: Class 21 contains 21552 members 
Mstep: Class 22 contains 16301 members 
Mstep: Class 23 contains 4198 members 
Mstep: Class 24 contains 3626 members 
Mstep: Class 25 contains 2893 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 5804 members 
Mstep: Class 28 contains 97356 members 
Mstep: Class 29 contains 2680 members 
Mstep: Class 30 contains 4856 members 
Mstep: Class 31 contains 19639 members 
Mstep: Class 32 contains 1746 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 10375 members 
Mstep: Class 35 contains 44262 members 
Mstep: Class 36 contains 92416 members 
Mstep: Class 37 contains 20353 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 37332 members 
Mstep: Class 40 contains 2142 members 
Mstep: Class 41 contains 8606 members 
Mstep: Class 42 contains 43165 members 
Mstep: Class 43 contains 1438 members 
Mstep: Class 44 contains 923 members 
Mstep: Class 45 contains 5166 members 
Mstep: Class 46 contains 699 members 
Mstep: Class 47 contains 30411 members 
Mstep: Class 48 contains 1689 members 
Mstep: Class 49 contains 23306 members 
Mstep: Class 50 contains 91817 members 
Mstep: Class 51 contains 4930 members 
Mstep: Class 52 contains 4542 members 
Mstep: Class 53 contains 5387 members 
Mstep: Class 54 contains 2471 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 4898 members 
Mstep: Class 57 contains 15846 members 
Mstep: Class 58 contains 2855 members 
Mstep: Class 59 contains 2982 members 
Mstep: Class 60 contains 1087 members 
Mstep: Class 61 contains 11164 members 
Mstep: Class 62 contains 6113 members 
Mstep: Class 63 contains 4480 members 
Mstep: Class 64 contains 24405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154495024.000000 Penalty: 223603.953125
Iteration 102Q: 65 clusters Score -1.54495e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 19326 members 
Mstep: Class 4 contains 11770 members 
Mstep: Class 5 contains 3530 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 18141 members 
Mstep: Class 8 contains 23235 members 
Mstep: Class 9 contains 233261 members 
Mstep: Class 10 contains 7987 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1820 members 
Mstep: Class 14 contains 6027 members 
Mstep: Class 15 contains 535 members 
Mstep: Class 16 contains 81019 members 
Mstep: Class 17 contains 20292 members 
Mstep: Class 18 contains 134425 members 
Mstep: Class 19 contains 7195 members 
Mstep: Class 20 contains 17378 members 
Mstep: Class 21 contains 21515 members 
Mstep: Class 22 contains 16260 members 
Mstep: Class 23 contains 4180 members 
Mstep: Class 24 contains 3627 members 
Mstep: Class 25 contains 2893 members 
Mstep: Class 26 contains 4820 members 
Mstep: Class 27 contains 5807 members 
Mstep: Class 28 contains 97346 members 
Mstep: Class 29 contains 2679 members 
Mstep: Class 30 contains 4857 members 
Mstep: Class 31 contains 19628 members 
Mstep: Class 32 contains 1746 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 10385 members 
Mstep: Class 35 contains 44194 members 
Mstep: Class 36 contains 92405 members 
Mstep: Class 37 contains 20373 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 37320 members 
Mstep: Class 40 contains 2139 members 
Mstep: Class 41 contains 8606 members 
Mstep: Class 42 contains 43122 members 
Mstep: Class 43 contains 1441 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5167 members 
Mstep: Class 46 contains 699 members 
Mstep: Class 47 contains 30404 members 
Mstep: Class 48 contains 1696 members 
Mstep: Class 49 contains 23288 members 
Mstep: Class 50 contains 91847 members 
Mstep: Class 51 contains 4934 members 
Mstep: Class 52 contains 4543 members 
Mstep: Class 53 contains 5467 members 
Mstep: Class 54 contains 2470 members 
Mstep: Class 55 contains 4414 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 15854 members 
Mstep: Class 58 contains 2873 members 
Mstep: Class 59 contains 2988 members 
Mstep: Class 60 contains 1085 members 
Mstep: Class 61 contains 11191 members 
Mstep: Class 62 contains 6149 members 
Mstep: Class 63 contains 4481 members 
Mstep: Class 64 contains 24458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154495168.000000 Penalty: 223603.953125
Iteration 103Q: 65 clusters Score -1.544952e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2487 members 
Mstep: Class 3 contains 19325 members 
Mstep: Class 4 contains 11744 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 18144 members 
Mstep: Class 8 contains 23176 members 
Mstep: Class 9 contains 233264 members 
Mstep: Class 10 contains 7964 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 1820 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 15 contains 534 members 
Mstep: Class 16 contains 80949 members 
Mstep: Class 17 contains 20307 members 
Mstep: Class 18 contains 134455 members 
Mstep: Class 19 contains 7250 members 
Mstep: Class 20 contains 17377 members 
Mstep: Class 21 contains 21490 members 
Mstep: Class 22 contains 16211 members 
Mstep: Class 23 contains 4228 members 
Mstep: Class 24 contains 3626 members 
Mstep: Class 25 contains 2894 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 5815 members 
Mstep: Class 28 contains 97326 members 
Mstep: Class 29 contains 2674 members 
Mstep: Class 30 contains 4854 members 
Mstep: Class 31 contains 19611 members 
Mstep: Class 32 contains 1746 members 
Mstep: Class 33 contains 373 members 
Mstep: Class 34 contains 10393 members 
Mstep: Class 35 contains 44131 members 
Mstep: Class 36 contains 92402 members 
Mstep: Class 37 contains 20392 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 37313 members 
Mstep: Class 40 contains 2135 members 
Mstep: Class 41 contains 8607 members 
Mstep: Class 42 contains 43058 members 
Mstep: Class 43 contains 1448 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5167 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 30399 members 
Mstep: Class 48 contains 1703 members 
Mstep: Class 49 contains 23268 members 
Mstep: Class 50 contains 91870 members 
Mstep: Class 51 contains 4946 members 
Mstep: Class 52 contains 4546 members 
Mstep: Class 53 contains 5563 members 
Mstep: Class 54 contains 2472 members 
Mstep: Class 55 contains 4414 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 15861 members 
Mstep: Class 58 contains 2890 members 
Mstep: Class 59 contains 2987 members 
Mstep: Class 60 contains 1084 members 
Mstep: Class 61 contains 11223 members 
Mstep: Class 62 contains 6177 members 
Mstep: Class 63 contains 4481 members 
Mstep: Class 64 contains 24495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154495664.000000 Penalty: 223603.953125
Iteration 104Q: 65 clusters Score -1.544957e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2496 members 
Mstep: Class 3 contains 19325 members 
Mstep: Class 4 contains 11727 members 
Mstep: Class 5 contains 3533 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 18139 members 
Mstep: Class 8 contains 23088 members 
Mstep: Class 9 contains 233267 members 
Mstep: Class 10 contains 7956 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 1820 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 80891 members 
Mstep: Class 17 contains 20308 members 
Mstep: Class 18 contains 134480 members 
Mstep: Class 19 contains 7305 members 
Mstep: Class 20 contains 17376 members 
Mstep: Class 21 contains 21461 members 
Mstep: Class 22 contains 16165 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 3627 members 
Mstep: Class 25 contains 2894 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 5821 members 
Mstep: Class 28 contains 97320 members 
Mstep: Class 29 contains 2669 members 
Mstep: Class 30 contains 4857 members 
Mstep: Class 31 contains 19594 members 
Mstep: Class 32 contains 1746 members 
Mstep: Class 33 contains 374 members 
Mstep: Class 34 contains 10408 members 
Mstep: Class 35 contains 44057 members 
Mstep: Class 36 contains 92395 members 
Mstep: Class 37 contains 20390 members 
Mstep: Class 38 contains 2345 members 
Mstep: Class 39 contains 37302 members 
Mstep: Class 40 contains 2131 members 
Mstep: Class 41 contains 8611 members 
Mstep: Class 42 contains 42976 members 
Mstep: Class 43 contains 1451 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5166 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 30398 members 
Mstep: Class 48 contains 1700 members 
Mstep: Class 49 contains 23256 members 
Mstep: Class 50 contains 91899 members 
Mstep: Class 51 contains 4958 members 
Mstep: Class 52 contains 4547 members 
Mstep: Class 53 contains 5646 members 
Mstep: Class 54 contains 2473 members 
Mstep: Class 55 contains 4414 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 15866 members 
Mstep: Class 58 contains 2901 members 
Mstep: Class 59 contains 2988 members 
Mstep: Class 60 contains 1083 members 
Mstep: Class 61 contains 11254 members 
Mstep: Class 62 contains 6209 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154496368.000000 Penalty: 223603.953125
Iteration 105Q: 65 clusters Score -1.544964e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2501 members 
Mstep: Class 3 contains 19324 members 
Mstep: Class 4 contains 11702 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 18140 members 
Mstep: Class 8 contains 22978 members 
Mstep: Class 9 contains 233265 members 
Mstep: Class 10 contains 7940 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6039 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 80825 members 
Mstep: Class 17 contains 20319 members 
Mstep: Class 18 contains 134495 members 
Mstep: Class 19 contains 7367 members 
Mstep: Class 20 contains 17380 members 
Mstep: Class 21 contains 21443 members 
Mstep: Class 22 contains 16121 members 
Mstep: Class 23 contains 4626 members 
Mstep: Class 24 contains 3628 members 
Mstep: Class 25 contains 2894 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 5820 members 
Mstep: Class 28 contains 97311 members 
Mstep: Class 29 contains 2668 members 
Mstep: Class 30 contains 4849 members 
Mstep: Class 31 contains 19571 members 
Mstep: Class 32 contains 1746 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 10425 members 
Mstep: Class 35 contains 43988 members 
Mstep: Class 36 contains 92389 members 
Mstep: Class 37 contains 20365 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 37299 members 
Mstep: Class 40 contains 2127 members 
Mstep: Class 41 contains 8611 members 
Mstep: Class 42 contains 42852 members 
Mstep: Class 43 contains 1455 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5167 members 
Mstep: Class 46 contains 700 members 
Mstep: Class 47 contains 30396 members 
Mstep: Class 48 contains 1704 members 
Mstep: Class 49 contains 23236 members 
Mstep: Class 50 contains 91919 members 
Mstep: Class 51 contains 4964 members 
Mstep: Class 52 contains 4548 members 
Mstep: Class 53 contains 5691 members 
Mstep: Class 54 contains 2474 members 
Mstep: Class 55 contains 4414 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 15874 members 
Mstep: Class 58 contains 2909 members 
Mstep: Class 59 contains 2986 members 
Mstep: Class 60 contains 1087 members 
Mstep: Class 61 contains 11276 members 
Mstep: Class 62 contains 6236 members 
Mstep: Class 63 contains 4480 members 
Mstep: Class 64 contains 24559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154497408.000000 Penalty: 223603.953125
Iteration 106Q: 65 clusters Score -1.544974e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 2507 members 
Mstep: Class 3 contains 19324 members 
Mstep: Class 4 contains 11680 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 18138 members 
Mstep: Class 8 contains 22861 members 
Mstep: Class 9 contains 233254 members 
Mstep: Class 10 contains 7928 members 
Mstep: Class 11 contains 661 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 80748 members 
Mstep: Class 17 contains 20332 members 
Mstep: Class 18 contains 134523 members 
Mstep: Class 19 contains 7415 members 
Mstep: Class 20 contains 17378 members 
Mstep: Class 21 contains 21436 members 
Mstep: Class 22 contains 16081 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 3630 members 
Mstep: Class 25 contains 2892 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 5829 members 
Mstep: Class 28 contains 97295 members 
Mstep: Class 29 contains 2663 members 
Mstep: Class 30 contains 4842 members 
Mstep: Class 31 contains 19547 members 
Mstep: Class 32 contains 1744 members 
Mstep: Class 33 contains 370 members 
Mstep: Class 34 contains 10436 members 
Mstep: Class 35 contains 43918 members 
Mstep: Class 36 contains 92379 members 
Mstep: Class 37 contains 20336 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37284 members 
Mstep: Class 40 contains 2120 members 
Mstep: Class 41 contains 8612 members 
Mstep: Class 42 contains 42738 members 
Mstep: Class 43 contains 1460 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5167 members 
Mstep: Class 46 contains 700 members 
Mstep: Class 47 contains 30391 members 
Mstep: Class 48 contains 1705 members 
Mstep: Class 49 contains 23222 members 
Mstep: Class 50 contains 91949 members 
Mstep: Class 51 contains 4970 members 
Mstep: Class 52 contains 4548 members 
Mstep: Class 53 contains 5717 members 
Mstep: Class 54 contains 2477 members 
Mstep: Class 55 contains 4414 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 15888 members 
Mstep: Class 58 contains 2918 members 
Mstep: Class 59 contains 2990 members 
Mstep: Class 60 contains 1089 members 
Mstep: Class 61 contains 11285 members 
Mstep: Class 62 contains 6262 members 
Mstep: Class 63 contains 4480 members 
Mstep: Class 64 contains 24588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154497968.000000 Penalty: 223603.953125
Iteration 107Q: 65 clusters Score -1.54498e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 2512 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 11661 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 18137 members 
Mstep: Class 8 contains 22760 members 
Mstep: Class 9 contains 233231 members 
Mstep: Class 10 contains 7918 members 
Mstep: Class 11 contains 660 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 80716 members 
Mstep: Class 17 contains 20333 members 
Mstep: Class 18 contains 134556 members 
Mstep: Class 19 contains 7455 members 
Mstep: Class 20 contains 17382 members 
Mstep: Class 21 contains 21417 members 
Mstep: Class 22 contains 16050 members 
Mstep: Class 23 contains 5205 members 
Mstep: Class 24 contains 3631 members 
Mstep: Class 25 contains 2892 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 5840 members 
Mstep: Class 28 contains 97277 members 
Mstep: Class 29 contains 2658 members 
Mstep: Class 30 contains 4839 members 
Mstep: Class 31 contains 19530 members 
Mstep: Class 32 contains 1743 members 
Mstep: Class 33 contains 370 members 
Mstep: Class 34 contains 10441 members 
Mstep: Class 35 contains 43828 members 
Mstep: Class 36 contains 92368 members 
Mstep: Class 37 contains 20321 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37285 members 
Mstep: Class 40 contains 2115 members 
Mstep: Class 41 contains 8612 members 
Mstep: Class 42 contains 42640 members 
Mstep: Class 43 contains 1466 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5168 members 
Mstep: Class 46 contains 700 members 
Mstep: Class 47 contains 30387 members 
Mstep: Class 48 contains 1707 members 
Mstep: Class 49 contains 23214 members 
Mstep: Class 50 contains 91971 members 
Mstep: Class 51 contains 4984 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5740 members 
Mstep: Class 54 contains 2481 members 
Mstep: Class 55 contains 4414 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 15887 members 
Mstep: Class 58 contains 2925 members 
Mstep: Class 59 contains 2993 members 
Mstep: Class 60 contains 1089 members 
Mstep: Class 61 contains 11310 members 
Mstep: Class 62 contains 6289 members 
Mstep: Class 63 contains 4480 members 
Mstep: Class 64 contains 24604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498048.000000 Penalty: 223603.953125
Iteration 108Q: 65 clusters Score -1.54498e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 2517 members 
Mstep: Class 3 contains 19322 members 
Mstep: Class 4 contains 11651 members 
Mstep: Class 5 contains 3533 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 18137 members 
Mstep: Class 8 contains 22683 members 
Mstep: Class 9 contains 233213 members 
Mstep: Class 10 contains 7910 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 541 members 
Mstep: Class 16 contains 80672 members 
Mstep: Class 17 contains 20340 members 
Mstep: Class 18 contains 134605 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 17387 members 
Mstep: Class 21 contains 21408 members 
Mstep: Class 22 contains 16008 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 3632 members 
Mstep: Class 25 contains 2893 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 5853 members 
Mstep: Class 28 contains 97264 members 
Mstep: Class 29 contains 2657 members 
Mstep: Class 30 contains 4836 members 
Mstep: Class 31 contains 19521 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 370 members 
Mstep: Class 34 contains 10442 members 
Mstep: Class 35 contains 43747 members 
Mstep: Class 36 contains 92341 members 
Mstep: Class 37 contains 20300 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37281 members 
Mstep: Class 40 contains 2113 members 
Mstep: Class 41 contains 8616 members 
Mstep: Class 42 contains 42557 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5171 members 
Mstep: Class 46 contains 700 members 
Mstep: Class 47 contains 30386 members 
Mstep: Class 48 contains 1709 members 
Mstep: Class 49 contains 23196 members 
Mstep: Class 50 contains 91990 members 
Mstep: Class 51 contains 4991 members 
Mstep: Class 52 contains 4547 members 
Mstep: Class 53 contains 5764 members 
Mstep: Class 54 contains 2480 members 
Mstep: Class 55 contains 4414 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 15890 members 
Mstep: Class 58 contains 2928 members 
Mstep: Class 59 contains 2996 members 
Mstep: Class 60 contains 1090 members 
Mstep: Class 61 contains 11336 members 
Mstep: Class 62 contains 6324 members 
Mstep: Class 63 contains 4481 members 
Mstep: Class 64 contains 24625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498352.000000 Penalty: 223603.953125
Iteration 109Q: 65 clusters Score -1.544984e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 2517 members 
Mstep: Class 3 contains 19324 members 
Mstep: Class 4 contains 11645 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 5599 members 
Mstep: Class 7 contains 18134 members 
Mstep: Class 8 contains 22620 members 
Mstep: Class 9 contains 233206 members 
Mstep: Class 10 contains 7905 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 542 members 
Mstep: Class 16 contains 80637 members 
Mstep: Class 17 contains 20344 members 
Mstep: Class 18 contains 134648 members 
Mstep: Class 19 contains 7518 members 
Mstep: Class 20 contains 17388 members 
Mstep: Class 21 contains 21404 members 
Mstep: Class 22 contains 15980 members 
Mstep: Class 23 contains 5579 members 
Mstep: Class 24 contains 3632 members 
Mstep: Class 25 contains 2894 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 5862 members 
Mstep: Class 28 contains 97240 members 
Mstep: Class 29 contains 2654 members 
Mstep: Class 30 contains 4842 members 
Mstep: Class 31 contains 19517 members 
Mstep: Class 32 contains 1740 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 10440 members 
Mstep: Class 35 contains 43656 members 
Mstep: Class 36 contains 92318 members 
Mstep: Class 37 contains 20285 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37271 members 
Mstep: Class 40 contains 2111 members 
Mstep: Class 41 contains 8623 members 
Mstep: Class 42 contains 42490 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5171 members 
Mstep: Class 46 contains 700 members 
Mstep: Class 47 contains 30385 members 
Mstep: Class 48 contains 1709 members 
Mstep: Class 49 contains 23180 members 
Mstep: Class 50 contains 92001 members 
Mstep: Class 51 contains 4995 members 
Mstep: Class 52 contains 4546 members 
Mstep: Class 53 contains 5792 members 
Mstep: Class 54 contains 2482 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 15891 members 
Mstep: Class 58 contains 2936 members 
Mstep: Class 59 contains 2997 members 
Mstep: Class 60 contains 1091 members 
Mstep: Class 61 contains 11361 members 
Mstep: Class 62 contains 6364 members 
Mstep: Class 63 contains 4481 members 
Mstep: Class 64 contains 24636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498608.000000 Penalty: 223603.953125
Iteration 110Q: 65 clusters Score -1.544986e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 11627 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 5599 members 
Mstep: Class 7 contains 18140 members 
Mstep: Class 8 contains 22565 members 
Mstep: Class 9 contains 233199 members 
Mstep: Class 10 contains 7900 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 541 members 
Mstep: Class 16 contains 80609 members 
Mstep: Class 17 contains 20347 members 
Mstep: Class 18 contains 134679 members 
Mstep: Class 19 contains 7555 members 
Mstep: Class 20 contains 17389 members 
Mstep: Class 21 contains 21396 members 
Mstep: Class 22 contains 15957 members 
Mstep: Class 23 contains 5729 members 
Mstep: Class 24 contains 3633 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4805 members 
Mstep: Class 27 contains 5873 members 
Mstep: Class 28 contains 97214 members 
Mstep: Class 29 contains 2652 members 
Mstep: Class 30 contains 4848 members 
Mstep: Class 31 contains 19513 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 10447 members 
Mstep: Class 35 contains 43565 members 
Mstep: Class 36 contains 92309 members 
Mstep: Class 37 contains 20272 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37271 members 
Mstep: Class 40 contains 2107 members 
Mstep: Class 41 contains 8627 members 
Mstep: Class 42 contains 42431 members 
Mstep: Class 43 contains 1471 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 700 members 
Mstep: Class 47 contains 30386 members 
Mstep: Class 48 contains 1710 members 
Mstep: Class 49 contains 23161 members 
Mstep: Class 50 contains 92012 members 
Mstep: Class 51 contains 5000 members 
Mstep: Class 52 contains 4546 members 
Mstep: Class 53 contains 5812 members 
Mstep: Class 54 contains 2485 members 
Mstep: Class 55 contains 4412 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 15890 members 
Mstep: Class 58 contains 2940 members 
Mstep: Class 59 contains 2996 members 
Mstep: Class 60 contains 1093 members 
Mstep: Class 61 contains 11378 members 
Mstep: Class 62 contains 6399 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498928.000000 Penalty: 223603.953125
Iteration 111Q: 65 clusters Score -1.544989e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 11607 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 18139 members 
Mstep: Class 8 contains 22514 members 
Mstep: Class 9 contains 233195 members 
Mstep: Class 10 contains 7894 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6083 members 
Mstep: Class 15 contains 541 members 
Mstep: Class 16 contains 80570 members 
Mstep: Class 17 contains 20353 members 
Mstep: Class 18 contains 134711 members 
Mstep: Class 19 contains 7576 members 
Mstep: Class 20 contains 17388 members 
Mstep: Class 21 contains 21387 members 
Mstep: Class 22 contains 15946 members 
Mstep: Class 23 contains 5898 members 
Mstep: Class 24 contains 3634 members 
Mstep: Class 25 contains 2896 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 5881 members 
Mstep: Class 28 contains 97204 members 
Mstep: Class 29 contains 2649 members 
Mstep: Class 30 contains 4855 members 
Mstep: Class 31 contains 19503 members 
Mstep: Class 32 contains 1742 members 
Mstep: Class 33 contains 366 members 
Mstep: Class 34 contains 10450 members 
Mstep: Class 35 contains 43471 members 
Mstep: Class 36 contains 92297 members 
Mstep: Class 37 contains 20260 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37259 members 
Mstep: Class 40 contains 2104 members 
Mstep: Class 41 contains 8629 members 
Mstep: Class 42 contains 42383 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 922 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 30385 members 
Mstep: Class 48 contains 1714 members 
Mstep: Class 49 contains 23150 members 
Mstep: Class 50 contains 92019 members 
Mstep: Class 51 contains 5010 members 
Mstep: Class 52 contains 4546 members 
Mstep: Class 53 contains 5827 members 
Mstep: Class 54 contains 2487 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 15886 members 
Mstep: Class 58 contains 2947 members 
Mstep: Class 59 contains 2998 members 
Mstep: Class 60 contains 1095 members 
Mstep: Class 61 contains 11392 members 
Mstep: Class 62 contains 6441 members 
Mstep: Class 63 contains 4484 members 
Mstep: Class 64 contains 24647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498784.000000 Penalty: 223603.953125
Iteration 112Q: 65 clusters Score -1.544988e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 19324 members 
Mstep: Class 4 contains 11596 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 18143 members 
Mstep: Class 8 contains 22488 members 
Mstep: Class 9 contains 233186 members 
Mstep: Class 10 contains 7884 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6087 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80531 members 
Mstep: Class 17 contains 20357 members 
Mstep: Class 18 contains 134753 members 
Mstep: Class 19 contains 7593 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 21378 members 
Mstep: Class 22 contains 15934 members 
Mstep: Class 23 contains 6001 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4798 members 
Mstep: Class 27 contains 5884 members 
Mstep: Class 28 contains 97190 members 
Mstep: Class 29 contains 2649 members 
Mstep: Class 30 contains 4861 members 
Mstep: Class 31 contains 19495 members 
Mstep: Class 32 contains 1742 members 
Mstep: Class 33 contains 366 members 
Mstep: Class 34 contains 10454 members 
Mstep: Class 35 contains 43376 members 
Mstep: Class 36 contains 92278 members 
Mstep: Class 37 contains 20264 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37247 members 
Mstep: Class 40 contains 2101 members 
Mstep: Class 41 contains 8629 members 
Mstep: Class 42 contains 42332 members 
Mstep: Class 43 contains 1469 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 30385 members 
Mstep: Class 48 contains 1717 members 
Mstep: Class 49 contains 23146 members 
Mstep: Class 50 contains 92032 members 
Mstep: Class 51 contains 5015 members 
Mstep: Class 52 contains 4546 members 
Mstep: Class 53 contains 5845 members 
Mstep: Class 54 contains 2487 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 4900 members 
Mstep: Class 57 contains 15886 members 
Mstep: Class 58 contains 2953 members 
Mstep: Class 59 contains 3002 members 
Mstep: Class 60 contains 1097 members 
Mstep: Class 61 contains 11406 members 
Mstep: Class 62 contains 6493 members 
Mstep: Class 63 contains 4484 members 
Mstep: Class 64 contains 24658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154498736.000000 Penalty: 223603.953125
Iteration 113Q: 65 clusters Score -1.544987e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 19324 members 
Mstep: Class 4 contains 11585 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 18142 members 
Mstep: Class 8 contains 22460 members 
Mstep: Class 9 contains 233178 members 
Mstep: Class 10 contains 7875 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6090 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80507 members 
Mstep: Class 17 contains 20371 members 
Mstep: Class 18 contains 134793 members 
Mstep: Class 19 contains 7610 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 21370 members 
Mstep: Class 22 contains 15925 members 
Mstep: Class 23 contains 6101 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4794 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 97164 members 
Mstep: Class 29 contains 2649 members 
Mstep: Class 30 contains 4862 members 
Mstep: Class 31 contains 19491 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 366 members 
Mstep: Class 34 contains 10467 members 
Mstep: Class 35 contains 43270 members 
Mstep: Class 36 contains 92262 members 
Mstep: Class 37 contains 20274 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37237 members 
Mstep: Class 40 contains 2099 members 
Mstep: Class 41 contains 8628 members 
Mstep: Class 42 contains 42288 members 
Mstep: Class 43 contains 1468 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 695 members 
Mstep: Class 47 contains 30389 members 
Mstep: Class 48 contains 1719 members 
Mstep: Class 49 contains 23138 members 
Mstep: Class 50 contains 92037 members 
Mstep: Class 51 contains 5020 members 
Mstep: Class 52 contains 4546 members 
Mstep: Class 53 contains 5856 members 
Mstep: Class 54 contains 2488 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 4899 members 
Mstep: Class 57 contains 15885 members 
Mstep: Class 58 contains 2961 members 
Mstep: Class 59 contains 3003 members 
Mstep: Class 60 contains 1097 members 
Mstep: Class 61 contains 11420 members 
Mstep: Class 62 contains 6549 members 
Mstep: Class 63 contains 4484 members 
Mstep: Class 64 contains 24666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154499168.000000 Penalty: 223603.953125
Iteration 114Q: 65 clusters Score -1.544992e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 19324 members 
Mstep: Class 4 contains 11573 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 18143 members 
Mstep: Class 8 contains 22438 members 
Mstep: Class 9 contains 233162 members 
Mstep: Class 10 contains 7861 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6091 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80502 members 
Mstep: Class 17 contains 20380 members 
Mstep: Class 18 contains 134828 members 
Mstep: Class 19 contains 7631 members 
Mstep: Class 20 contains 17389 members 
Mstep: Class 21 contains 21355 members 
Mstep: Class 22 contains 15918 members 
Mstep: Class 23 contains 6180 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4789 members 
Mstep: Class 27 contains 5899 members 
Mstep: Class 28 contains 97149 members 
Mstep: Class 29 contains 2653 members 
Mstep: Class 30 contains 4860 members 
Mstep: Class 31 contains 19485 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10473 members 
Mstep: Class 35 contains 43163 members 
Mstep: Class 36 contains 92246 members 
Mstep: Class 37 contains 20290 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37236 members 
Mstep: Class 40 contains 2099 members 
Mstep: Class 41 contains 8629 members 
Mstep: Class 42 contains 42247 members 
Mstep: Class 43 contains 1467 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 694 members 
Mstep: Class 47 contains 30390 members 
Mstep: Class 48 contains 1724 members 
Mstep: Class 49 contains 23135 members 
Mstep: Class 50 contains 92048 members 
Mstep: Class 51 contains 5024 members 
Mstep: Class 52 contains 4548 members 
Mstep: Class 53 contains 5860 members 
Mstep: Class 54 contains 2488 members 
Mstep: Class 55 contains 4412 members 
Mstep: Class 56 contains 4900 members 
Mstep: Class 57 contains 15883 members 
Mstep: Class 58 contains 2966 members 
Mstep: Class 59 contains 3005 members 
Mstep: Class 60 contains 1099 members 
Mstep: Class 61 contains 11433 members 
Mstep: Class 62 contains 6602 members 
Mstep: Class 63 contains 4484 members 
Mstep: Class 64 contains 24678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154499152.000000 Penalty: 223603.953125
Iteration 115Q: 65 clusters Score -1.544992e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 11570 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 18142 members 
Mstep: Class 8 contains 22416 members 
Mstep: Class 9 contains 233152 members 
Mstep: Class 10 contains 7850 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 3981 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6092 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 80496 members 
Mstep: Class 17 contains 20387 members 
Mstep: Class 18 contains 134858 members 
Mstep: Class 19 contains 7644 members 
Mstep: Class 20 contains 17392 members 
Mstep: Class 21 contains 21344 members 
Mstep: Class 22 contains 15916 members 
Mstep: Class 23 contains 6240 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 5900 members 
Mstep: Class 28 contains 97144 members 
Mstep: Class 29 contains 2654 members 
Mstep: Class 30 contains 4860 members 
Mstep: Class 31 contains 19477 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10474 members 
Mstep: Class 35 contains 43057 members 
Mstep: Class 36 contains 92239 members 
Mstep: Class 37 contains 20313 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37228 members 
Mstep: Class 40 contains 2099 members 
Mstep: Class 41 contains 8630 members 
Mstep: Class 42 contains 42221 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 692 members 
Mstep: Class 47 contains 30397 members 
Mstep: Class 48 contains 1730 members 
Mstep: Class 49 contains 23126 members 
Mstep: Class 50 contains 92046 members 
Mstep: Class 51 contains 5023 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5873 members 
Mstep: Class 54 contains 2488 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15886 members 
Mstep: Class 58 contains 2973 members 
Mstep: Class 59 contains 3007 members 
Mstep: Class 60 contains 1099 members 
Mstep: Class 61 contains 11444 members 
Mstep: Class 62 contains 6657 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154499136.000000 Penalty: 223603.953125
Iteration 116Q: 65 clusters Score -1.544991e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 11564 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 18141 members 
Mstep: Class 8 contains 22391 members 
Mstep: Class 9 contains 233136 members 
Mstep: Class 10 contains 7836 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 80490 members 
Mstep: Class 17 contains 20393 members 
Mstep: Class 18 contains 134882 members 
Mstep: Class 19 contains 7658 members 
Mstep: Class 20 contains 17393 members 
Mstep: Class 21 contains 21339 members 
Mstep: Class 22 contains 15908 members 
Mstep: Class 23 contains 6310 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 5901 members 
Mstep: Class 28 contains 97130 members 
Mstep: Class 29 contains 2660 members 
Mstep: Class 30 contains 4862 members 
Mstep: Class 31 contains 19477 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10471 members 
Mstep: Class 35 contains 42970 members 
Mstep: Class 36 contains 92235 members 
Mstep: Class 37 contains 20332 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37225 members 
Mstep: Class 40 contains 2099 members 
Mstep: Class 41 contains 8632 members 
Mstep: Class 42 contains 42190 members 
Mstep: Class 43 contains 1464 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30398 members 
Mstep: Class 48 contains 1731 members 
Mstep: Class 49 contains 23110 members 
Mstep: Class 50 contains 92045 members 
Mstep: Class 51 contains 5024 members 
Mstep: Class 52 contains 4550 members 
Mstep: Class 53 contains 5878 members 
Mstep: Class 54 contains 2488 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15891 members 
Mstep: Class 58 contains 2981 members 
Mstep: Class 59 contains 3008 members 
Mstep: Class 60 contains 1099 members 
Mstep: Class 61 contains 11452 members 
Mstep: Class 62 contains 6715 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154499120.000000 Penalty: 223603.953125
Iteration 117Q: 65 clusters Score -1.544991e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 11552 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 18140 members 
Mstep: Class 8 contains 22359 members 
Mstep: Class 9 contains 233134 members 
Mstep: Class 10 contains 7824 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80509 members 
Mstep: Class 17 contains 20404 members 
Mstep: Class 18 contains 134900 members 
Mstep: Class 19 contains 7674 members 
Mstep: Class 20 contains 17393 members 
Mstep: Class 21 contains 21338 members 
Mstep: Class 22 contains 15900 members 
Mstep: Class 23 contains 6381 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 97121 members 
Mstep: Class 29 contains 2662 members 
Mstep: Class 30 contains 4865 members 
Mstep: Class 31 contains 19473 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10463 members 
Mstep: Class 35 contains 42889 members 
Mstep: Class 36 contains 92217 members 
Mstep: Class 37 contains 20331 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37218 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8636 members 
Mstep: Class 42 contains 42168 members 
Mstep: Class 43 contains 1464 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 690 members 
Mstep: Class 47 contains 30398 members 
Mstep: Class 48 contains 1734 members 
Mstep: Class 49 contains 23096 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5027 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5887 members 
Mstep: Class 54 contains 2488 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15899 members 
Mstep: Class 58 contains 2988 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11458 members 
Mstep: Class 62 contains 6754 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154499040.000000 Penalty: 223603.953125
Iteration 118Q: 65 clusters Score -1.54499e+08 nChanged 424
Entering ConstructFrom: 
Score: -154499040.000000 Penalty: 223603.953125
Entering ConstructFrom: 
Trying to split cluster 1 (16536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Entering Unmasked Estep 
Score: -2054008.750000 Penalty: 2408.897217
	Iteration 0F: 2 clusters Score -2054009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2042018.250000 Penalty: 4817.794434
	Iteration 0F: 3 clusters Score -2042018 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2045907.250000 Penalty: 4817.794434
	Iteration 1F: 3 clusters Score -2045907 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2046250.375000 Penalty: 4817.794434
	Iteration 2F: 3 clusters Score -2046250 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2046504.000000 Penalty: 4817.794434
	Iteration 3Q: 3 clusters Score -2046504 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2046725.500000 Penalty: 4817.794434
	Iteration 4Q: 3 clusters Score -2046726 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2046927.750000 Penalty: 4817.794434
	Iteration 5Q: 3 clusters Score -2046928 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2047127.625000 Penalty: 4817.794434
	Iteration 6Q: 3 clusters Score -2047128 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2047362.125000 Penalty: 4817.794434
	Iteration 7Q: 3 clusters Score -2047362 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2047700.125000 Penalty: 4817.794434
	Iteration 8Q: 3 clusters Score -2047700 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2048169.500000 Penalty: 4817.794434
	Iteration 9Q: 3 clusters Score -2048170 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2048752.500000 Penalty: 4817.794434
	Iteration 10F: 3 clusters Score -2048752 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2049369.375000 Penalty: 4817.794434
	Iteration 11F: 3 clusters Score -2049369 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2049945.875000 Penalty: 4817.794434
	Iteration 12F: 3 clusters Score -2049946 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2050381.625000 Penalty: 4817.794434
	Iteration 13Q: 3 clusters Score -2050382 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2050670.875000 Penalty: 4817.794434
	Iteration 14Q: 3 clusters Score -2050671 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2050900.000000 Penalty: 4817.794434
	Iteration 15Q: 3 clusters Score -2050900 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2051073.375000 Penalty: 4817.794434
	Iteration 16Q: 3 clusters Score -2051073 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2051199.125000 Penalty: 4817.794434
	Iteration 17Q: 3 clusters Score -2051199 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2051288.625000 Penalty: 4817.794434
	Iteration 18Q: 3 clusters Score -2051289 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2051333.500000 Penalty: 4817.794434
	Iteration 19Q: 3 clusters Score -2051334 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2051377.875000 Penalty: 4817.794434
	Iteration 20F: 3 clusters Score -2051378 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2051421.125000 Penalty: 4817.794434
	Iteration 21Q: 3 clusters Score -2051421 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2051452.500000 Penalty: 4817.794434
	Iteration 22Q: 3 clusters Score -2051452 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2051477.250000 Penalty: 4817.794434
	Iteration 23Q: 3 clusters Score -2051477 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2051498.000000 Penalty: 4817.794434
	Iteration 24Q: 3 clusters Score -2051498 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2051527.875000 Penalty: 4817.794434
	Iteration 25Q: 3 clusters Score -2051528 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2051552.625000 Penalty: 4817.794434
	Iteration 26Q: 3 clusters Score -2051553 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2051570.125000 Penalty: 4817.794434
	Iteration 27Q: 3 clusters Score -2051570 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2051588.250000 Penalty: 4817.794434
	Iteration 28Q: 3 clusters Score -2051588 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2051612.000000 Penalty: 4817.794434
	Iteration 29Q: 3 clusters Score -2051612 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2051622.625000 Penalty: 4817.794434
	Iteration 30Q: 3 clusters Score -2051623 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2051644.875000 Penalty: 4817.794434
	Iteration 31Q: 3 clusters Score -2051645 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2051652.500000 Penalty: 4817.794434
	Iteration 32Q: 3 clusters Score -2051652 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2051667.875000 Penalty: 4817.794434
	Iteration 33Q: 3 clusters Score -2051668 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2051684.875000 Penalty: 4817.794434
	Iteration 34Q: 3 clusters Score -2051685 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2051709.125000 Penalty: 4817.794434
	Iteration 35Q: 3 clusters Score -2051709 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2051730.500000 Penalty: 4817.794434
	Iteration 36Q: 3 clusters Score -2051730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2051745.250000 Penalty: 4817.794434
	Iteration 37Q: 3 clusters Score -2051745 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2051768.875000 Penalty: 4817.794434
	Iteration 38Q: 3 clusters Score -2051769 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2051784.500000 Penalty: 4817.794434
	Iteration 39Q: 3 clusters Score -2051784 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2051802.375000 Penalty: 4817.794434
	Iteration 40F: 3 clusters Score -2051802 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2051830.875000 Penalty: 4817.794434
	Iteration 41Q: 3 clusters Score -2051831 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2051844.125000 Penalty: 4817.794434
	Iteration 42Q: 3 clusters Score -2051844 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2051871.000000 Penalty: 4817.794434
	Iteration 43Q: 3 clusters Score -2051871 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2051890.125000 Penalty: 4817.794434
	Iteration 44Q: 3 clusters Score -2051890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2051910.125000 Penalty: 4817.794434
	Iteration 45Q: 3 clusters Score -2051910 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2051933.375000 Penalty: 4817.794434
	Iteration 46Q: 3 clusters Score -2051933 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2051948.125000 Penalty: 4817.794434
	Iteration 47Q: 3 clusters Score -2051948 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2051965.250000 Penalty: 4817.794434
	Iteration 48Q: 3 clusters Score -2051965 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2051975.000000 Penalty: 4817.794434
	Iteration 49Q: 3 clusters Score -2051975 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2051987.125000 Penalty: 4817.794434
	Iteration 50Q: 3 clusters Score -2051987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2052002.625000 Penalty: 4817.794434
	Iteration 51Q: 3 clusters Score -2052003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2052013.375000 Penalty: 4817.794434
	Iteration 52Q: 3 clusters Score -2052013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2052017.125000 Penalty: 4817.794434
	Iteration 53Q: 3 clusters Score -2052017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2052026.250000 Penalty: 4817.794434
	Iteration 54Q: 3 clusters Score -2052026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2052039.500000 Penalty: 4817.794434
	Iteration 55Q: 3 clusters Score -2052040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2052048.625000 Penalty: 4817.794434
	Iteration 56Q: 3 clusters Score -2052049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2052054.875000 Penalty: 4817.794434
	Iteration 57Q: 3 clusters Score -2052055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2052061.750000 Penalty: 4817.794434
	Iteration 58Q: 3 clusters Score -2052062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2052072.875000 Penalty: 4817.794434
	Iteration 59Q: 3 clusters Score -2052073 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2052086.625000 Penalty: 4817.794434
	Iteration 60F: 3 clusters Score -2052087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2052097.625000 Penalty: 4817.794434
	Iteration 61Q: 3 clusters Score -2052098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2052101.375000 Penalty: 4817.794434
	Iteration 62Q: 3 clusters Score -2052101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2052104.250000 Penalty: 4817.794434
	Iteration 63Q: 3 clusters Score -2052104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2052107.250000 Penalty: 4817.794434
	Iteration 64Q: 3 clusters Score -2052107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2052111.625000 Penalty: 4817.794434
	Iteration 65Q: 3 clusters Score -2052112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2052112.750000 Penalty: 4817.794434
	Iteration 66Q: 3 clusters Score -2052113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2052124.875000 Penalty: 4817.794434
	Iteration 67Q: 3 clusters Score -2052125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2052122.375000 Penalty: 4817.794434
	Iteration 68Q: 3 clusters Score -2052122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2052123.500000 Penalty: 4817.794434
	Iteration 69Q: 3 clusters Score -2052124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2052128.875000 Penalty: 4817.794434
	Iteration 70Q: 3 clusters Score -2052129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2052131.500000 Penalty: 4817.794434
	Iteration 71Q: 3 clusters Score -2052132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2052129.000000 Penalty: 4817.794434
	Iteration 72Q: 3 clusters Score -2052129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2052136.000000 Penalty: 4817.794434
	Iteration 73Q: 3 clusters Score -2052136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2052142.875000 Penalty: 4817.794434
	Iteration 74Q: 3 clusters Score -2052143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2052149.250000 Penalty: 4817.794434
	Iteration 75Q: 3 clusters Score -2052149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2052150.250000 Penalty: 4817.794434
	Iteration 76Q: 3 clusters Score -2052150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2052158.750000 Penalty: 4817.794434
	Iteration 77Q: 3 clusters Score -2052159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2052155.375000 Penalty: 4817.794434
	Iteration 78Q: 3 clusters Score -2052155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2052157.250000 Penalty: 4817.794434
	Iteration 79Q: 3 clusters Score -2052157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2052157.625000 Penalty: 4817.794434
	Iteration 80F: 3 clusters Score -2052158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2052162.000000 Penalty: 4817.794434
	Iteration 81Q: 3 clusters Score -2052162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2052163.250000 Penalty: 4817.794434
	Iteration 82Q: 3 clusters Score -2052163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2052164.000000 Penalty: 4817.794434
	Iteration 83Q: 3 clusters Score -2052164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2052166.875000 Penalty: 4817.794434
	Iteration 84Q: 3 clusters Score -2052167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2052169.125000 Penalty: 4817.794434
	Iteration 85Q: 3 clusters Score -2052169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2052169.875000 Penalty: 4817.794434
	Iteration 86Q: 3 clusters Score -2052170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2052169.250000 Penalty: 4817.794434
	Iteration 87Q: 3 clusters Score -2052169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2052166.875000 Penalty: 4817.794434
	Iteration 88Q: 3 clusters Score -2052167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2052171.750000 Penalty: 4817.794434
	Iteration 89Q: 3 clusters Score -2052172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2052178.250000 Penalty: 4817.794434
	Iteration 90Q: 3 clusters Score -2052178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2052184.875000 Penalty: 4817.794434
	Iteration 91Q: 3 clusters Score -2052185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2052184.125000 Penalty: 4817.794434
	Iteration 92Q: 3 clusters Score -2052184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2052187.750000 Penalty: 4817.794434
	Iteration 93Q: 3 clusters Score -2052188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2052192.750000 Penalty: 4817.794434
	Iteration 94Q: 3 clusters Score -2052193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2052192.375000 Penalty: 4817.794434
	Iteration 95Q: 3 clusters Score -2052192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2052193.500000 Penalty: 4817.794434
	Iteration 96Q: 3 clusters Score -2052194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2052199.125000 Penalty: 4817.794434
	Iteration 97Q: 3 clusters Score -2052199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2052203.625000 Penalty: 4817.794434
	Iteration 98Q: 3 clusters Score -2052204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2052204.875000 Penalty: 4817.794434
	Iteration 99Q: 3 clusters Score -2052205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2052206.750000 Penalty: 4817.794434
	Iteration 100F: 3 clusters Score -2052207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2052212.250000 Penalty: 4817.794434
	Iteration 101Q: 3 clusters Score -2052212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2052209.625000 Penalty: 4817.794434
	Iteration 102Q: 3 clusters Score -2052210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2052209.250000 Penalty: 4817.794434
	Iteration 103Q: 3 clusters Score -2052209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2052212.375000 Penalty: 4817.794434
	Iteration 104Q: 3 clusters Score -2052212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2052211.000000 Penalty: 4817.794434
	Iteration 105Q: 3 clusters Score -2052211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2052211.000000 Penalty: 4817.794434
	Iteration 106F: 3 clusters Score -2052211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Entering Unmasked Estep 
Score: -245175.500000 Penalty: 1943.713501
	Iteration 0F: 2 clusters Score -245175.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -242299.718750 Penalty: 3887.427002
	Iteration 0F: 3 clusters Score -242299.7 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -243257.734375 Penalty: 3887.427002
	Iteration 1F: 3 clusters Score -243257.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -243636.765625 Penalty: 3887.427002
	Iteration 2F: 3 clusters Score -243636.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -243945.531250 Penalty: 3887.427002
	Iteration 3F: 3 clusters Score -243945.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -244262.312500 Penalty: 3887.427002
	Iteration 4F: 3 clusters Score -244262.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -244436.781250 Penalty: 3887.427002
	Iteration 5F: 3 clusters Score -244436.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -244544.515625 Penalty: 3887.427002
	Iteration 6Q: 3 clusters Score -244544.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -244632.140625 Penalty: 3887.427002
	Iteration 7Q: 3 clusters Score -244632.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -244708.187500 Penalty: 3887.427002
	Iteration 8Q: 3 clusters Score -244708.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -244783.968750 Penalty: 3887.427002
	Iteration 9Q: 3 clusters Score -244784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -244859.109375 Penalty: 3887.427002
	Iteration 10Q: 3 clusters Score -244859.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -244914.031250 Penalty: 3887.427002
	Iteration 11Q: 3 clusters Score -244914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -244946.093750 Penalty: 3887.427002
	Iteration 12Q: 3 clusters Score -244946.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -244955.593750 Penalty: 3887.427002
	Iteration 13Q: 3 clusters Score -244955.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -244961.531250 Penalty: 3887.427002
	Iteration 14Q: 3 clusters Score -244961.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -244964.140625 Penalty: 3887.427002
	Iteration 15Q: 3 clusters Score -244964.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -244965.078125 Penalty: 3887.427002
	Iteration 16Q: 3 clusters Score -244965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -244966.562500 Penalty: 3887.427002
	Iteration 17Q: 3 clusters Score -244966.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -244967.812500 Penalty: 3887.427002
	Iteration 18Q: 3 clusters Score -244967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -244968.000000 Penalty: 3887.427002
	Iteration 19Q: 3 clusters Score -244968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -244968.750000 Penalty: 3887.427002
	Iteration 20F: 3 clusters Score -244968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -244969.640625 Penalty: 3887.427002
	Iteration 21Q: 3 clusters Score -244969.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -244969.640625 Penalty: 3887.427002
	Iteration 22F: 3 clusters Score -244969.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Entering Unmasked Estep 
Score: -2440145.250000 Penalty: 2447.524658
	Iteration 0F: 2 clusters Score -2440145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2426625.000000 Penalty: 4895.049316
	Iteration 0F: 3 clusters Score -2426625 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2431070.250000 Penalty: 4895.049316
	Iteration 1F: 3 clusters Score -2431070 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2431442.000000 Penalty: 4895.049316
	Iteration 2F: 3 clusters Score -2431442 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2431791.500000 Penalty: 4895.049316
	Iteration 3Q: 3 clusters Score -2431792 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2432180.000000 Penalty: 4895.049316
	Iteration 4Q: 3 clusters Score -2432180 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2432640.750000 Penalty: 4895.049316
	Iteration 5Q: 3 clusters Score -2432641 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2433219.500000 Penalty: 4895.049316
	Iteration 6F: 3 clusters Score -2433220 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2433929.000000 Penalty: 4895.049316
	Iteration 7F: 3 clusters Score -2433929 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2434733.500000 Penalty: 4895.049316
	Iteration 8F: 3 clusters Score -2434734 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2435542.250000 Penalty: 4895.049316
	Iteration 9F: 3 clusters Score -2435542 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2436322.000000 Penalty: 4895.049316
	Iteration 10Q: 3 clusters Score -2436322 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2436940.000000 Penalty: 4895.049316
	Iteration 11Q: 3 clusters Score -2436940 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2437469.500000 Penalty: 4895.049316
	Iteration 12Q: 3 clusters Score -2437470 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2437820.000000 Penalty: 4895.049316
	Iteration 13Q: 3 clusters Score -2437820 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2438059.500000 Penalty: 4895.049316
	Iteration 14Q: 3 clusters Score -2438060 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2438229.500000 Penalty: 4895.049316
	Iteration 15Q: 3 clusters Score -2438230 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2438315.000000 Penalty: 4895.049316
	Iteration 16Q: 3 clusters Score -2438315 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2438357.000000 Penalty: 4895.049316
	Iteration 17Q: 3 clusters Score -2438357 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2438380.000000 Penalty: 4895.049316
	Iteration 18Q: 3 clusters Score -2438380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2438392.000000 Penalty: 4895.049316
	Iteration 19Q: 3 clusters Score -2438392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2438399.500000 Penalty: 4895.049316
	Iteration 20F: 3 clusters Score -2438400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2438404.000000 Penalty: 4895.049316
	Iteration 21Q: 3 clusters Score -2438404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2438404.000000 Penalty: 4895.049316
	Iteration 22Q: 3 clusters Score -2438404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2438407.500000 Penalty: 4895.049316
	Iteration 23Q: 3 clusters Score -2438408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2438404.750000 Penalty: 4895.049316
	Iteration 24Q: 3 clusters Score -2438405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2438408.250000 Penalty: 4895.049316
	Iteration 25Q: 3 clusters Score -2438408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2438411.000000 Penalty: 4895.049316
	Iteration 26Q: 3 clusters Score -2438411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2438411.250000 Penalty: 4895.049316
	Iteration 27Q: 3 clusters Score -2438411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2438411.250000 Penalty: 4895.049316
	Iteration 28F: 3 clusters Score -2438411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Entering Unmasked Estep 
Score: -1351149.250000 Penalty: 2319.665039
	Iteration 0F: 2 clusters Score -1351149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1342557.000000 Penalty: 4639.330078
	Iteration 0F: 3 clusters Score -1342557 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1345339.250000 Penalty: 4639.330078
	Iteration 1F: 3 clusters Score -1345339 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1345964.500000 Penalty: 4639.330078
	Iteration 2F: 3 clusters Score -1345964 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1346729.250000 Penalty: 4639.330078
	Iteration 3F: 3 clusters Score -1346729 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1347679.250000 Penalty: 4639.330078
	Iteration 4F: 3 clusters Score -1347679 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1348523.500000 Penalty: 4639.330078
	Iteration 5F: 3 clusters Score -1348524 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1349145.125000 Penalty: 4639.330078
	Iteration 6F: 3 clusters Score -1349145 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1349545.500000 Penalty: 4639.330078
	Iteration 7F: 3 clusters Score -1349546 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1349866.750000 Penalty: 4639.330078
	Iteration 8Q: 3 clusters Score -1349867 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1350126.500000 Penalty: 4639.330078
	Iteration 9Q: 3 clusters Score -1350126 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1350339.000000 Penalty: 4639.330078
	Iteration 10Q: 3 clusters Score -1350339 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1350558.375000 Penalty: 4639.330078
	Iteration 11Q: 3 clusters Score -1350558 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1350803.750000 Penalty: 4639.330078
	Iteration 12Q: 3 clusters Score -1350804 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1351074.875000 Penalty: 4639.330078
	Iteration 13Q: 3 clusters Score -1351075 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1351284.000000 Penalty: 4639.330078
	Iteration 14Q: 3 clusters Score -1351284 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1351464.500000 Penalty: 4639.330078
	Iteration 15Q: 3 clusters Score -1351464 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1351626.500000 Penalty: 4639.330078
	Iteration 16Q: 3 clusters Score -1351626 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1351767.500000 Penalty: 4639.330078
	Iteration 17Q: 3 clusters Score -1351768 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1351903.125000 Penalty: 4639.330078
	Iteration 18Q: 3 clusters Score -1351903 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1352031.625000 Penalty: 4639.330078
	Iteration 19Q: 3 clusters Score -1352032 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1352129.000000 Penalty: 4639.330078
	Iteration 20F: 3 clusters Score -1352129 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1352194.875000 Penalty: 4639.330078
	Iteration 21Q: 3 clusters Score -1352195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1352233.000000 Penalty: 4639.330078
	Iteration 22Q: 3 clusters Score -1352233 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1352262.000000 Penalty: 4639.330078
	Iteration 23Q: 3 clusters Score -1352262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1352277.625000 Penalty: 4639.330078
	Iteration 24Q: 3 clusters Score -1352278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1352284.750000 Penalty: 4639.330078
	Iteration 25Q: 3 clusters Score -1352285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1352289.500000 Penalty: 4639.330078
	Iteration 26Q: 3 clusters Score -1352290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1352289.000000 Penalty: 4639.330078
	Iteration 27Q: 3 clusters Score -1352289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1352288.875000 Penalty: 4639.330078
	Iteration 28Q: 3 clusters Score -1352289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1352291.500000 Penalty: 4639.330078
	Iteration 29Q: 3 clusters Score -1352292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1352291.500000 Penalty: 4639.330078
	Iteration 30F: 3 clusters Score -1352292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 18139 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 20413 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 21334 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 2664 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 20337 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Entering Unmasked Estep 
Score: -154499344.000000 Penalty: 227097.765625
Splitting cluster 4 changes total score from -154499040.000000 to -154499344.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -410170.312500 Penalty: 2026.346436
	Iteration 0F: 2 clusters Score -410170.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -406562.343750 Penalty: 4052.692871
	Iteration 0F: 3 clusters Score -406562.3 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -407358.375000 Penalty: 4052.692871
	Iteration 1F: 3 clusters Score -407358.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -407556.187500 Penalty: 4052.692871
	Iteration 2F: 3 clusters Score -407556.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -407673.812500 Penalty: 4052.692871
	Iteration 3Q: 3 clusters Score -407673.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -407759.625000 Penalty: 4052.692871
	Iteration 4Q: 3 clusters Score -407759.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -407838.625000 Penalty: 4052.692871
	Iteration 5Q: 3 clusters Score -407838.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -407942.218750 Penalty: 4052.692871
	Iteration 6Q: 3 clusters Score -407942.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -408083.406250 Penalty: 4052.692871
	Iteration 7Q: 3 clusters Score -408083.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -408269.437500 Penalty: 4052.692871
	Iteration 8Q: 3 clusters Score -408269.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -408538.531250 Penalty: 4052.692871
	Iteration 9Q: 3 clusters Score -408538.5 nChanged 187
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: -408786.437500 Penalty: 4052.692871
	Iteration 10F: 3 clusters Score -408786.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -409037.437500 Penalty: 4052.692871
	Iteration 11F: 3 clusters Score -409037.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -409285.156250 Penalty: 4052.692871
	Iteration 12F: 3 clusters Score -409285.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -409564.218750 Penalty: 4052.692871
	Iteration 13Q: 3 clusters Score -409564.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -409818.687500 Penalty: 4052.692871
	Iteration 14Q: 3 clusters Score -409818.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -410057.343750 Penalty: 4052.692871
	Iteration 15Q: 3 clusters Score -410057.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -410233.437500 Penalty: 4052.692871
	Iteration 16Q: 3 clusters Score -410233.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -410396.281250 Penalty: 4052.692871
	Iteration 17Q: 3 clusters Score -410396.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -410544.093750 Penalty: 4052.692871
	Iteration 18Q: 3 clusters Score -410544.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -410631.218750 Penalty: 4052.692871
	Iteration 19Q: 3 clusters Score -410631.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -410670.218750 Penalty: 4052.692871
	Iteration 20F: 3 clusters Score -410670.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -410685.437500 Penalty: 4052.692871
	Iteration 21Q: 3 clusters Score -410685.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -410691.281250 Penalty: 4052.692871
	Iteration 22Q: 3 clusters Score -410691.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -410694.562500 Penalty: 4052.692871
	Iteration 23Q: 3 clusters Score -410694.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -410699.906250 Penalty: 4052.692871
	Iteration 24Q: 3 clusters Score -410699.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -410701.625000 Penalty: 4052.692871
	Iteration 25Q: 3 clusters Score -410701.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -410703.093750 Penalty: 4052.692871
	Iteration 26Q: 3 clusters Score -410703.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -410703.812500 Penalty: 4052.692871
	Iteration 27Q: 3 clusters Score -410703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -410703.937500 Penalty: 4052.692871
	Iteration 28Q: 3 clusters Score -410703.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -410703.937500 Penalty: 4052.692871
	Iteration 29F: 3 clusters Score -410703.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 1433 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 18139 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 20413 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 21334 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 2664 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 20337 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 2103 members 
Entering Unmasked Estep 
Score: -154498416.000000 Penalty: 230591.578125
Splitting cluster 5 changes total score from -154499040.000000 to -154498416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Entering Unmasked Estep 
Score: -654684.812500 Penalty: 2140.236572
	Iteration 0F: 2 clusters Score -654684.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -649749.875000 Penalty: 4280.473145
	Iteration 0F: 3 clusters Score -649749.9 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -650959.312500 Penalty: 4280.473145
	Iteration 1F: 3 clusters Score -650959.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -651299.625000 Penalty: 4280.473145
	Iteration 2F: 3 clusters Score -651299.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -651589.687500 Penalty: 4280.473145
	Iteration 3F: 3 clusters Score -651589.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -651962.375000 Penalty: 4280.473145
	Iteration 4F: 3 clusters Score -651962.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -652528.875000 Penalty: 4280.473145
	Iteration 5F: 3 clusters Score -652528.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -653133.937500 Penalty: 4280.473145
	Iteration 6F: 3 clusters Score -653133.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -653508.000000 Penalty: 4280.473145
	Iteration 7F: 3 clusters Score -653508 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -653701.937500 Penalty: 4280.473145
	Iteration 8Q: 3 clusters Score -653701.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -653800.312500 Penalty: 4280.473145
	Iteration 9Q: 3 clusters Score -653800.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -653838.000000 Penalty: 4280.473145
	Iteration 10Q: 3 clusters Score -653838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -653855.062500 Penalty: 4280.473145
	Iteration 11Q: 3 clusters Score -653855.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -653863.562500 Penalty: 4280.473145
	Iteration 12Q: 3 clusters Score -653863.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -653870.625000 Penalty: 4280.473145
	Iteration 13Q: 3 clusters Score -653870.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -653872.000000 Penalty: 4280.473145
	Iteration 14Q: 3 clusters Score -653872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -653875.562500 Penalty: 4280.473145
	Iteration 15Q: 3 clusters Score -653875.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -653875.812500 Penalty: 4280.473145
	Iteration 16Q: 3 clusters Score -653875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -653876.812500 Penalty: 4280.473145
	Iteration 17Q: 3 clusters Score -653876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -653877.625000 Penalty: 4280.473145
	Iteration 18Q: 3 clusters Score -653877.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -653877.625000 Penalty: 4280.473145
	Iteration 19F: 3 clusters Score -653877.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Entering Unmasked Estep 
Score: -2143430.000000 Penalty: 2431.843262
	Iteration 0F: 2 clusters Score -2143430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2130522.500000 Penalty: 4863.686523
	Iteration 0F: 3 clusters Score -2130522 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2135093.500000 Penalty: 4863.686523
	Iteration 1F: 3 clusters Score -2135094 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2136146.250000 Penalty: 4863.686523
	Iteration 2F: 3 clusters Score -2136146 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2138020.750000 Penalty: 4863.686523
	Iteration 3F: 3 clusters Score -2138021 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2140945.500000 Penalty: 4863.686523
	Iteration 4F: 3 clusters Score -2140946 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2143087.250000 Penalty: 4863.686523
	Iteration 5F: 3 clusters Score -2143087 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2144310.500000 Penalty: 4863.686523
	Iteration 6F: 3 clusters Score -2144310 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2145148.250000 Penalty: 4863.686523
	Iteration 7F: 3 clusters Score -2145148 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2145649.500000 Penalty: 4863.686523
	Iteration 8Q: 3 clusters Score -2145650 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2145967.750000 Penalty: 4863.686523
	Iteration 9Q: 3 clusters Score -2145968 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2146188.750000 Penalty: 4863.686523
	Iteration 10Q: 3 clusters Score -2146189 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2146324.250000 Penalty: 4863.686523
	Iteration 11Q: 3 clusters Score -2146324 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2146394.250000 Penalty: 4863.686523
	Iteration 12Q: 3 clusters Score -2146394 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2146437.000000 Penalty: 4863.686523
	Iteration 13Q: 3 clusters Score -2146437 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2146457.750000 Penalty: 4863.686523
	Iteration 14Q: 3 clusters Score -2146458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2146471.000000 Penalty: 4863.686523
	Iteration 15Q: 3 clusters Score -2146471 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2146477.000000 Penalty: 4863.686523
	Iteration 16Q: 3 clusters Score -2146477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2146479.750000 Penalty: 4863.686523
	Iteration 17Q: 3 clusters Score -2146480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2146484.750000 Penalty: 4863.686523
	Iteration 18Q: 3 clusters Score -2146485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2146490.750000 Penalty: 4863.686523
	Iteration 19Q: 3 clusters Score -2146491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2146493.250000 Penalty: 4863.686523
	Iteration 20F: 3 clusters Score -2146493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2146494.500000 Penalty: 4863.686523
	Iteration 21Q: 3 clusters Score -2146494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2146495.250000 Penalty: 4863.686523
	Iteration 22Q: 3 clusters Score -2146495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2146496.500000 Penalty: 4863.686523
	Iteration 23Q: 3 clusters Score -2146496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2146495.000000 Penalty: 4863.686523
	Iteration 24Q: 3 clusters Score -2146495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2146499.750000 Penalty: 4863.686523
	Iteration 25Q: 3 clusters Score -2146500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2146498.000000 Penalty: 4863.686523
	Iteration 26Q: 3 clusters Score -2146498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2146496.500000 Penalty: 4863.686523
	Iteration 27Q: 3 clusters Score -2146496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2146497.500000 Penalty: 4863.686523
	Iteration 28Q: 3 clusters Score -2146498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2146500.250000 Penalty: 4863.686523
	Iteration 29Q: 3 clusters Score -2146500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2146498.000000 Penalty: 4863.686523
	Iteration 30Q: 3 clusters Score -2146498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2146496.750000 Penalty: 4863.686523
	Iteration 31Q: 3 clusters Score -2146497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2146496.750000 Penalty: 4863.686523
	Iteration 32F: 3 clusters Score -2146497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 657 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 20413 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 21334 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 2664 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 20337 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Entering Unmasked Estep 
Score: -154501520.000000 Penalty: 230591.578125
Splitting cluster 7 changes total score from -154499040.000000 to -154501520.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 8 (22343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Entering Unmasked Estep 
Score: -2773717.750000 Penalty: 2483.538330
	Iteration 0F: 2 clusters Score -2773718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2758116.250000 Penalty: 4967.076660
	Iteration 0F: 3 clusters Score -2758116 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2763331.750000 Penalty: 4967.076660
	Iteration 1F: 3 clusters Score -2763332 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2763716.750000 Penalty: 4967.076660
	Iteration 2F: 3 clusters Score -2763717 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2764028.250000 Penalty: 4967.076660
	Iteration 3Q: 3 clusters Score -2764028 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2764307.500000 Penalty: 4967.076660
	Iteration 4Q: 3 clusters Score -2764308 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2764540.500000 Penalty: 4967.076660
	Iteration 5Q: 3 clusters Score -2764540 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2764821.000000 Penalty: 4967.076660
	Iteration 6Q: 3 clusters Score -2764821 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2765089.250000 Penalty: 4967.076660
	Iteration 7Q: 3 clusters Score -2765089 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2765478.500000 Penalty: 4967.076660
	Iteration 8Q: 3 clusters Score -2765478 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2765988.750000 Penalty: 4967.076660
	Iteration 9Q: 3 clusters Score -2765989 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2766626.750000 Penalty: 4967.076660
	Iteration 10Q: 3 clusters Score -2766627 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2767335.250000 Penalty: 4967.076660
	Iteration 11F: 3 clusters Score -2767335 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2768037.500000 Penalty: 4967.076660
	Iteration 12F: 3 clusters Score -2768038 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2768712.500000 Penalty: 4967.076660
	Iteration 13Q: 3 clusters Score -2768712 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2769281.250000 Penalty: 4967.076660
	Iteration 14Q: 3 clusters Score -2769281 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2769723.250000 Penalty: 4967.076660
	Iteration 15Q: 3 clusters Score -2769723 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2770087.250000 Penalty: 4967.076660
	Iteration 16Q: 3 clusters Score -2770087 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2770416.500000 Penalty: 4967.076660
	Iteration 17Q: 3 clusters Score -2770416 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2770686.750000 Penalty: 4967.076660
	Iteration 18Q: 3 clusters Score -2770687 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2770936.750000 Penalty: 4967.076660
	Iteration 19Q: 3 clusters Score -2770937 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2771104.000000 Penalty: 4967.076660
	Iteration 20F: 3 clusters Score -2771104 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2771244.750000 Penalty: 4967.076660
	Iteration 21Q: 3 clusters Score -2771245 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2771343.250000 Penalty: 4967.076660
	Iteration 22Q: 3 clusters Score -2771343 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2771424.250000 Penalty: 4967.076660
	Iteration 23Q: 3 clusters Score -2771424 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2771473.750000 Penalty: 4967.076660
	Iteration 24Q: 3 clusters Score -2771474 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2771513.500000 Penalty: 4967.076660
	Iteration 25Q: 3 clusters Score -2771514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2771550.000000 Penalty: 4967.076660
	Iteration 26Q: 3 clusters Score -2771550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2771573.750000 Penalty: 4967.076660
	Iteration 27Q: 3 clusters Score -2771574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2771598.250000 Penalty: 4967.076660
	Iteration 28Q: 3 clusters Score -2771598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2771625.250000 Penalty: 4967.076660
	Iteration 29Q: 3 clusters Score -2771625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2771632.250000 Penalty: 4967.076660
	Iteration 30Q: 3 clusters Score -2771632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2771641.500000 Penalty: 4967.076660
	Iteration 31Q: 3 clusters Score -2771642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2771651.750000 Penalty: 4967.076660
	Iteration 32Q: 3 clusters Score -2771652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2771670.500000 Penalty: 4967.076660
	Iteration 33Q: 3 clusters Score -2771670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2771678.500000 Penalty: 4967.076660
	Iteration 34Q: 3 clusters Score -2771678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2771682.500000 Penalty: 4967.076660
	Iteration 35Q: 3 clusters Score -2771682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2771693.750000 Penalty: 4967.076660
	Iteration 36Q: 3 clusters Score -2771694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2771695.250000 Penalty: 4967.076660
	Iteration 37Q: 3 clusters Score -2771695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2771706.500000 Penalty: 4967.076660
	Iteration 38Q: 3 clusters Score -2771706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2771711.000000 Penalty: 4967.076660
	Iteration 39Q: 3 clusters Score -2771711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2771715.000000 Penalty: 4967.076660
	Iteration 40F: 3 clusters Score -2771715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2771717.500000 Penalty: 4967.076660
	Iteration 41Q: 3 clusters Score -2771718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2771720.000000 Penalty: 4967.076660
	Iteration 42Q: 3 clusters Score -2771720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2771718.750000 Penalty: 4967.076660
	Iteration 43Q: 3 clusters Score -2771719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2771720.250000 Penalty: 4967.076660
	Iteration 44Q: 3 clusters Score -2771720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2771724.250000 Penalty: 4967.076660
	Iteration 45Q: 3 clusters Score -2771724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2771726.500000 Penalty: 4967.076660
	Iteration 46Q: 3 clusters Score -2771726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2771728.250000 Penalty: 4967.076660
	Iteration 47Q: 3 clusters Score -2771728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2771733.500000 Penalty: 4967.076660
	Iteration 48Q: 3 clusters Score -2771734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -2771734.000000 Penalty: 4967.076660
	Iteration 49Q: 3 clusters Score -2771734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2771731.000000 Penalty: 4967.076660
	Iteration 50Q: 3 clusters Score -2771731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2771731.500000 Penalty: 4967.076660
	Iteration 51Q: 3 clusters Score -2771732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2771732.500000 Penalty: 4967.076660
	Iteration 52Q: 3 clusters Score -2771732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -2771733.750000 Penalty: 4967.076660
	Iteration 53Q: 3 clusters Score -2771734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2771734.750000 Penalty: 4967.076660
	Iteration 54Q: 3 clusters Score -2771735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2771737.000000 Penalty: 4967.076660
	Iteration 55Q: 3 clusters Score -2771737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2771737.000000 Penalty: 4967.076660
	Iteration 56F: 3 clusters Score -2771737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (233138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233138 members 
Entering Unmasked Estep 
Score: -28537472.000000 Penalty: 3065.127686
	Iteration 0F: 2 clusters Score -2.853747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116708 members 
Mstep: Class 2 contains 116430 members 
Entering Unmasked Estep 
Score: -28392752.000000 Penalty: 6130.255371
	Iteration 0F: 3 clusters Score -2.839275e+07 nChanged 112710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121456 members 
Mstep: Class 2 contains 111682 members 
Entering Unmasked Estep 
Score: -28459208.000000 Penalty: 6130.255371
	Iteration 1F: 3 clusters Score -2.845921e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124589 members 
Mstep: Class 2 contains 108549 members 
Entering Unmasked Estep 
Score: -28461836.000000 Penalty: 6130.255371
	Iteration 2Q: 3 clusters Score -2.846184e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129643 members 
Mstep: Class 2 contains 103495 members 
Entering Unmasked Estep 
Score: -28466026.000000 Penalty: 6130.255371
	Iteration 3Q: 3 clusters Score -2.846603e+07 nChanged 13111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137392 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -28472890.000000 Penalty: 6130.255371
	Iteration 4F: 3 clusters Score -2.847289e+07 nChanged 16048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147808 members 
Mstep: Class 2 contains 85330 members 
Entering Unmasked Estep 
Score: -28482720.000000 Penalty: 6130.255371
	Iteration 5F: 3 clusters Score -2.848272e+07 nChanged 17603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159615 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -28493366.000000 Penalty: 6130.255371
	Iteration 6F: 3 clusters Score -2.849337e+07 nChanged 16217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170478 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -28502612.000000 Penalty: 6130.255371
	Iteration 7F: 3 clusters Score -2.850261e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179333 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -28509252.000000 Penalty: 6130.255371
	Iteration 8F: 3 clusters Score -2.850925e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186989 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -28514192.000000 Penalty: 6130.255371
	Iteration 9Q: 3 clusters Score -2.851419e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194076 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -28518034.000000 Penalty: 6130.255371
	Iteration 10Q: 3 clusters Score -2.851803e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201010 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -28521454.000000 Penalty: 6130.255371
	Iteration 11Q: 3 clusters Score -2.852145e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207455 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -28524740.000000 Penalty: 6130.255371
	Iteration 12Q: 3 clusters Score -2.852474e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213164 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -28527818.000000 Penalty: 6130.255371
	Iteration 13Q: 3 clusters Score -2.852782e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217535 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -28530562.000000 Penalty: 6130.255371
	Iteration 14Q: 3 clusters Score -2.853056e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220346 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -28532356.000000 Penalty: 6130.255371
	Iteration 15Q: 3 clusters Score -2.853236e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222089 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -28533264.000000 Penalty: 6130.255371
	Iteration 16Q: 3 clusters Score -2.853326e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223270 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -28533892.000000 Penalty: 6130.255371
	Iteration 17Q: 3 clusters Score -2.853389e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224133 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -28534162.000000 Penalty: 6130.255371
	Iteration 18Q: 3 clusters Score -2.853416e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224839 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -28534400.000000 Penalty: 6130.255371
	Iteration 19Q: 3 clusters Score -2.85344e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225435 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -28534558.000000 Penalty: 6130.255371
	Iteration 20F: 3 clusters Score -2.853456e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225956 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -28534702.000000 Penalty: 6130.255371
	Iteration 21Q: 3 clusters Score -2.85347e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226423 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -28534802.000000 Penalty: 6130.255371
	Iteration 22Q: 3 clusters Score -2.85348e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226821 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -28534946.000000 Penalty: 6130.255371
	Iteration 23Q: 3 clusters Score -2.853495e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227162 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -28535030.000000 Penalty: 6130.255371
	Iteration 24Q: 3 clusters Score -2.853503e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227435 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -28535086.000000 Penalty: 6130.255371
	Iteration 25Q: 3 clusters Score -2.853509e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227633 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -28535148.000000 Penalty: 6130.255371
	Iteration 26Q: 3 clusters Score -2.853515e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227850 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -28535210.000000 Penalty: 6130.255371
	Iteration 27Q: 3 clusters Score -2.853521e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228011 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -28535146.000000 Penalty: 6130.255371
	Iteration 28Q: 3 clusters Score -2.853515e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228179 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -28535200.000000 Penalty: 6130.255371
	Iteration 29Q: 3 clusters Score -2.85352e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228329 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -28535246.000000 Penalty: 6130.255371
	Iteration 30Q: 3 clusters Score -2.853525e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228456 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -28535296.000000 Penalty: 6130.255371
	Iteration 31Q: 3 clusters Score -2.85353e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228561 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -28535316.000000 Penalty: 6130.255371
	Iteration 32Q: 3 clusters Score -2.853532e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228645 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -28535308.000000 Penalty: 6130.255371
	Iteration 33Q: 3 clusters Score -2.853531e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228704 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -28535304.000000 Penalty: 6130.255371
	Iteration 34Q: 3 clusters Score -2.85353e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228763 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -28535344.000000 Penalty: 6130.255371
	Iteration 35Q: 3 clusters Score -2.853534e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228811 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -28535372.000000 Penalty: 6130.255371
	Iteration 36Q: 3 clusters Score -2.853537e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228865 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -28535342.000000 Penalty: 6130.255371
	Iteration 37Q: 3 clusters Score -2.853534e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228921 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -28535360.000000 Penalty: 6130.255371
	Iteration 38Q: 3 clusters Score -2.853536e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228970 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -28535356.000000 Penalty: 6130.255371
	Iteration 39Q: 3 clusters Score -2.853536e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229008 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -28535346.000000 Penalty: 6130.255371
	Iteration 40F: 3 clusters Score -2.853535e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229063 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -28535382.000000 Penalty: 6130.255371
	Iteration 41Q: 3 clusters Score -2.853538e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229125 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -28535386.000000 Penalty: 6130.255371
	Iteration 42Q: 3 clusters Score -2.853539e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229187 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -28535382.000000 Penalty: 6130.255371
	Iteration 43Q: 3 clusters Score -2.853538e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229239 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -28535374.000000 Penalty: 6130.255371
	Iteration 44Q: 3 clusters Score -2.853537e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229270 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -28535378.000000 Penalty: 6130.255371
	Iteration 45Q: 3 clusters Score -2.853538e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229297 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -28535418.000000 Penalty: 6130.255371
	Iteration 46Q: 3 clusters Score -2.853542e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229310 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -28535424.000000 Penalty: 6130.255371
	Iteration 47Q: 3 clusters Score -2.853542e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229326 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -28535460.000000 Penalty: 6130.255371
	Iteration 48Q: 3 clusters Score -2.853546e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229346 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -28535484.000000 Penalty: 6130.255371
	Iteration 49Q: 3 clusters Score -2.853548e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229371 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -28535476.000000 Penalty: 6130.255371
	Iteration 50Q: 3 clusters Score -2.853548e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229394 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -28535448.000000 Penalty: 6130.255371
	Iteration 51Q: 3 clusters Score -2.853545e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229419 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -28535442.000000 Penalty: 6130.255371
	Iteration 52Q: 3 clusters Score -2.853544e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229436 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -28535444.000000 Penalty: 6130.255371
	Iteration 53Q: 3 clusters Score -2.853544e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229454 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -28535484.000000 Penalty: 6130.255371
	Iteration 54Q: 3 clusters Score -2.853548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229466 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -28535472.000000 Penalty: 6130.255371
	Iteration 55Q: 3 clusters Score -2.853547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229477 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -28535468.000000 Penalty: 6130.255371
	Iteration 56Q: 3 clusters Score -2.853547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229492 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -28535500.000000 Penalty: 6130.255371
	Iteration 57Q: 3 clusters Score -2.85355e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229505 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -28535480.000000 Penalty: 6130.255371
	Iteration 58Q: 3 clusters Score -2.853548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229515 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -28535452.000000 Penalty: 6130.255371
	Iteration 59Q: 3 clusters Score -2.853545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229524 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -28535446.000000 Penalty: 6130.255371
	Iteration 60F: 3 clusters Score -2.853545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229532 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -28535452.000000 Penalty: 6130.255371
	Iteration 61Q: 3 clusters Score -2.853545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229539 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -28535450.000000 Penalty: 6130.255371
	Iteration 62Q: 3 clusters Score -2.853545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229543 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -28535468.000000 Penalty: 6130.255371
	Iteration 63Q: 3 clusters Score -2.853547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229549 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -28535462.000000 Penalty: 6130.255371
	Iteration 64Q: 3 clusters Score -2.853546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229553 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -28535486.000000 Penalty: 6130.255371
	Iteration 65Q: 3 clusters Score -2.853549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229559 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -28535484.000000 Penalty: 6130.255371
	Iteration 66Q: 3 clusters Score -2.853548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229561 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -28535490.000000 Penalty: 6130.255371
	Iteration 67Q: 3 clusters Score -2.853549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229565 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -28535478.000000 Penalty: 6130.255371
	Iteration 68Q: 3 clusters Score -2.853548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229569 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -28535498.000000 Penalty: 6130.255371
	Iteration 69Q: 3 clusters Score -2.85355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229571 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -28535502.000000 Penalty: 6130.255371
	Iteration 70Q: 3 clusters Score -2.85355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229574 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -28535490.000000 Penalty: 6130.255371
	Iteration 71Q: 3 clusters Score -2.853549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229573 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -28535486.000000 Penalty: 6130.255371
	Iteration 72Q: 3 clusters Score -2.853549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229573 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -28535486.000000 Penalty: 6130.255371
	Iteration 73F: 3 clusters Score -2.853549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Entering Unmasked Estep 
Score: -1246873.750000 Penalty: 2223.085938
	Iteration 0F: 2 clusters Score -1246874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1240627.375000 Penalty: 4446.171875
	Iteration 0F: 3 clusters Score -1240627 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1242519.000000 Penalty: 4446.171875
	Iteration 1F: 3 clusters Score -1242519 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1243092.375000 Penalty: 4446.171875
	Iteration 2F: 3 clusters Score -1243092 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1243714.125000 Penalty: 4446.171875
	Iteration 3F: 3 clusters Score -1243714 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1244296.125000 Penalty: 4446.171875
	Iteration 4F: 3 clusters Score -1244296 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1244741.750000 Penalty: 4446.171875
	Iteration 5F: 3 clusters Score -1244742 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1245026.625000 Penalty: 4446.171875
	Iteration 6Q: 3 clusters Score -1245027 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1245233.500000 Penalty: 4446.171875
	Iteration 7Q: 3 clusters Score -1245234 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1245402.500000 Penalty: 4446.171875
	Iteration 8Q: 3 clusters Score -1245402 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1245540.250000 Penalty: 4446.171875
	Iteration 9Q: 3 clusters Score -1245540 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1245656.875000 Penalty: 4446.171875
	Iteration 10Q: 3 clusters Score -1245657 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1245766.875000 Penalty: 4446.171875
	Iteration 11Q: 3 clusters Score -1245767 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1245876.750000 Penalty: 4446.171875
	Iteration 12Q: 3 clusters Score -1245877 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1245961.000000 Penalty: 4446.171875
	Iteration 13Q: 3 clusters Score -1245961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1246036.750000 Penalty: 4446.171875
	Iteration 14Q: 3 clusters Score -1246037 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1246088.750000 Penalty: 4446.171875
	Iteration 15Q: 3 clusters Score -1246089 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1246134.875000 Penalty: 4446.171875
	Iteration 16Q: 3 clusters Score -1246135 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1246169.125000 Penalty: 4446.171875
	Iteration 17Q: 3 clusters Score -1246169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1246191.250000 Penalty: 4446.171875
	Iteration 18Q: 3 clusters Score -1246191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1246211.875000 Penalty: 4446.171875
	Iteration 19Q: 3 clusters Score -1246212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1246228.875000 Penalty: 4446.171875
	Iteration 20F: 3 clusters Score -1246229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1246237.625000 Penalty: 4446.171875
	Iteration 21Q: 3 clusters Score -1246238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1246244.500000 Penalty: 4446.171875
	Iteration 22Q: 3 clusters Score -1246244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1246253.875000 Penalty: 4446.171875
	Iteration 23Q: 3 clusters Score -1246254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1246259.000000 Penalty: 4446.171875
	Iteration 24Q: 3 clusters Score -1246259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1246260.875000 Penalty: 4446.171875
	Iteration 25Q: 3 clusters Score -1246261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1246265.000000 Penalty: 4446.171875
	Iteration 26Q: 3 clusters Score -1246265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1246268.625000 Penalty: 4446.171875
	Iteration 27Q: 3 clusters Score -1246269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1246265.375000 Penalty: 4446.171875
	Iteration 28Q: 3 clusters Score -1246265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1246269.750000 Penalty: 4446.171875
	Iteration 29Q: 3 clusters Score -1246270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1246269.750000 Penalty: 4446.171875
	Iteration 30F: 3 clusters Score -1246270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -66099.406250 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -66099.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64833.000000 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -64833 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66083.562500 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -66083.56 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67709.828125 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -67709.83 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68758.156250 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -68758.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68895.492188 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -68895.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69038.898438 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -69038.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69092.343750 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -69092.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69094.937500 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -69094.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69094.937500 Penalty: 3217.891357
	Iteration 8F: 3 clusters Score -69094.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1821 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 20413 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 21334 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 2664 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 20337 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Entering Unmasked Estep 
Score: -154502800.000000 Penalty: 234085.390625
Splitting cluster 11 changes total score from -154499040.000000 to -154502800.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 12 (3982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Entering Unmasked Estep 
Score: -469032.343750 Penalty: 2055.805664
	Iteration 0F: 2 clusters Score -469032.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -465187.218750 Penalty: 4111.611328
	Iteration 0F: 3 clusters Score -465187.2 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -466009.500000 Penalty: 4111.611328
	Iteration 1F: 3 clusters Score -466009.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -466226.312500 Penalty: 4111.611328
	Iteration 2F: 3 clusters Score -466226.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -466409.968750 Penalty: 4111.611328
	Iteration 3F: 3 clusters Score -466410 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -466537.500000 Penalty: 4111.611328
	Iteration 4Q: 3 clusters Score -466537.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -466652.250000 Penalty: 4111.611328
	Iteration 5Q: 3 clusters Score -466652.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -466788.531250 Penalty: 4111.611328
	Iteration 6Q: 3 clusters Score -466788.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -466955.812500 Penalty: 4111.611328
	Iteration 7Q: 3 clusters Score -466955.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -467146.937500 Penalty: 4111.611328
	Iteration 8Q: 3 clusters Score -467146.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -467368.343750 Penalty: 4111.611328
	Iteration 9Q: 3 clusters Score -467368.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -467611.437500 Penalty: 4111.611328
	Iteration 10F: 3 clusters Score -467611.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -467850.843750 Penalty: 4111.611328
	Iteration 11F: 3 clusters Score -467850.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -468009.031250 Penalty: 4111.611328
	Iteration 12Q: 3 clusters Score -468009 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -468093.156250 Penalty: 4111.611328
	Iteration 13Q: 3 clusters Score -468093.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -468141.031250 Penalty: 4111.611328
	Iteration 14Q: 3 clusters Score -468141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -468174.562500 Penalty: 4111.611328
	Iteration 15Q: 3 clusters Score -468174.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -468199.593750 Penalty: 4111.611328
	Iteration 16Q: 3 clusters Score -468199.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -468213.843750 Penalty: 4111.611328
	Iteration 17Q: 3 clusters Score -468213.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -468224.187500 Penalty: 4111.611328
	Iteration 18Q: 3 clusters Score -468224.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -468229.687500 Penalty: 4111.611328
	Iteration 19Q: 3 clusters Score -468229.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -468232.781250 Penalty: 4111.611328
	Iteration 20F: 3 clusters Score -468232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -468235.750000 Penalty: 4111.611328
	Iteration 21Q: 3 clusters Score -468235.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -468239.312500 Penalty: 4111.611328
	Iteration 22Q: 3 clusters Score -468239.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -468242.062500 Penalty: 4111.611328
	Iteration 23Q: 3 clusters Score -468242.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -468243.906250 Penalty: 4111.611328
	Iteration 24Q: 3 clusters Score -468243.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -468248.156250 Penalty: 4111.611328
	Iteration 25Q: 3 clusters Score -468248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -468249.687500 Penalty: 4111.611328
	Iteration 26Q: 3 clusters Score -468249.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -468249.687500 Penalty: 4111.611328
	Iteration 27F: 3 clusters Score -468249.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Entering Unmasked Estep 
Score: -204924.890625 Penalty: 1861.770996
	Iteration 0F: 2 clusters Score -204924.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -202483.015625 Penalty: 3723.541992
	Iteration 0F: 3 clusters Score -202483 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -203066.656250 Penalty: 3723.541992
	Iteration 1F: 3 clusters Score -203066.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -203379.343750 Penalty: 3723.541992
	Iteration 2F: 3 clusters Score -203379.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -203710.656250 Penalty: 3723.541992
	Iteration 3F: 3 clusters Score -203710.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -203998.671875 Penalty: 3723.541992
	Iteration 4F: 3 clusters Score -203998.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -204259.968750 Penalty: 3723.541992
	Iteration 5F: 3 clusters Score -204260 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -204462.531250 Penalty: 3723.541992
	Iteration 6Q: 3 clusters Score -204462.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -204675.546875 Penalty: 3723.541992
	Iteration 7Q: 3 clusters Score -204675.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -204812.593750 Penalty: 3723.541992
	Iteration 8Q: 3 clusters Score -204812.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -204909.812500 Penalty: 3723.541992
	Iteration 9Q: 3 clusters Score -204909.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -204990.640625 Penalty: 3723.541992
	Iteration 10Q: 3 clusters Score -204990.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -205039.718750 Penalty: 3723.541992
	Iteration 11Q: 3 clusters Score -205039.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -205072.562500 Penalty: 3723.541992
	Iteration 12Q: 3 clusters Score -205072.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -205098.609375 Penalty: 3723.541992
	Iteration 13Q: 3 clusters Score -205098.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -205115.046875 Penalty: 3723.541992
	Iteration 14Q: 3 clusters Score -205115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -205125.187500 Penalty: 3723.541992
	Iteration 15Q: 3 clusters Score -205125.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -205136.546875 Penalty: 3723.541992
	Iteration 16Q: 3 clusters Score -205136.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -205138.968750 Penalty: 3723.541992
	Iteration 17Q: 3 clusters Score -205139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -205140.031250 Penalty: 3723.541992
	Iteration 18Q: 3 clusters Score -205140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -205141.062500 Penalty: 3723.541992
	Iteration 19Q: 3 clusters Score -205141.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -205146.375000 Penalty: 3723.541992
	Iteration 20F: 3 clusters Score -205146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -205153.640625 Penalty: 3723.541992
	Iteration 21Q: 3 clusters Score -205153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -205159.015625 Penalty: 3723.541992
	Iteration 22Q: 3 clusters Score -205159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -205165.000000 Penalty: 3723.541992
	Iteration 23Q: 3 clusters Score -205165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -205172.968750 Penalty: 3723.541992
	Iteration 24Q: 3 clusters Score -205173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -205179.843750 Penalty: 3723.541992
	Iteration 25Q: 3 clusters Score -205179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -205188.406250 Penalty: 3723.541992
	Iteration 26Q: 3 clusters Score -205188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -205189.750000 Penalty: 3723.541992
	Iteration 27Q: 3 clusters Score -205189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -205191.515625 Penalty: 3723.541992
	Iteration 28Q: 3 clusters Score -205191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -205191.515625 Penalty: 3723.541992
	Iteration 29F: 3 clusters Score -205191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 20413 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 21334 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 2664 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 20337 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Entering Unmasked Estep 
Score: -154501456.000000 Penalty: 237579.203125
Splitting cluster 13 changes total score from -154499040.000000 to -154501456.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 14 (6093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Entering Unmasked Estep 
Score: -735043.312500 Penalty: 2161.294189
	Iteration 0F: 2 clusters Score -735043.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -729870.625000 Penalty: 4322.588379
	Iteration 0F: 3 clusters Score -729870.6 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -731240.812500 Penalty: 4322.588379
	Iteration 1F: 3 clusters Score -731240.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -731488.500000 Penalty: 4322.588379
	Iteration 2F: 3 clusters Score -731488.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -731646.937500 Penalty: 4322.588379
	Iteration 3F: 3 clusters Score -731646.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -731755.937500 Penalty: 4322.588379
	Iteration 4Q: 3 clusters Score -731755.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -731828.875000 Penalty: 4322.588379
	Iteration 5Q: 3 clusters Score -731828.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -731892.625000 Penalty: 4322.588379
	Iteration 6Q: 3 clusters Score -731892.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -731961.062500 Penalty: 4322.588379
	Iteration 7Q: 3 clusters Score -731961.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -732016.812500 Penalty: 4322.588379
	Iteration 8Q: 3 clusters Score -732016.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -732057.687500 Penalty: 4322.588379
	Iteration 9Q: 3 clusters Score -732057.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -732109.875000 Penalty: 4322.588379
	Iteration 10Q: 3 clusters Score -732109.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -732167.187500 Penalty: 4322.588379
	Iteration 11Q: 3 clusters Score -732167.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -732233.812500 Penalty: 4322.588379
	Iteration 12Q: 3 clusters Score -732233.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -732317.187500 Penalty: 4322.588379
	Iteration 13Q: 3 clusters Score -732317.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -732432.500000 Penalty: 4322.588379
	Iteration 14Q: 3 clusters Score -732432.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -732558.937500 Penalty: 4322.588379
	Iteration 15Q: 3 clusters Score -732558.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -732684.875000 Penalty: 4322.588379
	Iteration 16Q: 3 clusters Score -732684.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -732779.625000 Penalty: 4322.588379
	Iteration 17Q: 3 clusters Score -732779.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -732874.125000 Penalty: 4322.588379
	Iteration 18Q: 3 clusters Score -732874.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -732949.875000 Penalty: 4322.588379
	Iteration 19Q: 3 clusters Score -732949.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -733016.875000 Penalty: 4322.588379
	Iteration 20F: 3 clusters Score -733016.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -733059.750000 Penalty: 4322.588379
	Iteration 21Q: 3 clusters Score -733059.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -733096.562500 Penalty: 4322.588379
	Iteration 22Q: 3 clusters Score -733096.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -733133.500000 Penalty: 4322.588379
	Iteration 23Q: 3 clusters Score -733133.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -733175.937500 Penalty: 4322.588379
	Iteration 24Q: 3 clusters Score -733175.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -733212.375000 Penalty: 4322.588379
	Iteration 25Q: 3 clusters Score -733212.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -733236.062500 Penalty: 4322.588379
	Iteration 26Q: 3 clusters Score -733236.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -733253.562500 Penalty: 4322.588379
	Iteration 27Q: 3 clusters Score -733253.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -733271.000000 Penalty: 4322.588379
	Iteration 28Q: 3 clusters Score -733271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -733290.187500 Penalty: 4322.588379
	Iteration 29Q: 3 clusters Score -733290.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -733306.562500 Penalty: 4322.588379
	Iteration 30Q: 3 clusters Score -733306.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -733334.187500 Penalty: 4322.588379
	Iteration 31Q: 3 clusters Score -733334.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -733373.062500 Penalty: 4322.588379
	Iteration 32Q: 3 clusters Score -733373.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -733420.125000 Penalty: 4322.588379
	Iteration 33Q: 3 clusters Score -733420.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -733472.500000 Penalty: 4322.588379
	Iteration 34Q: 3 clusters Score -733472.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -733500.125000 Penalty: 4322.588379
	Iteration 35Q: 3 clusters Score -733500.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -733519.812500 Penalty: 4322.588379
	Iteration 36Q: 3 clusters Score -733519.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -733534.625000 Penalty: 4322.588379
	Iteration 37Q: 3 clusters Score -733534.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -733540.312500 Penalty: 4322.588379
	Iteration 38Q: 3 clusters Score -733540.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -733541.375000 Penalty: 4322.588379
	Iteration 39Q: 3 clusters Score -733541.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -733541.000000 Penalty: 4322.588379
	Iteration 40F: 3 clusters Score -733541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -733543.062500 Penalty: 4322.588379
	Iteration 41Q: 3 clusters Score -733543.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -733543.062500 Penalty: 4322.588379
	Iteration 42F: 3 clusters Score -733543.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -75943.250000 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -75943.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -74469.921875 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -74469.92 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -74750.148438 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -74750.15 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -74910.125000 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -74910.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -75036.757812 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -75036.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -75132.062500 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -75132.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -75211.335938 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -75211.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -75284.359375 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -75284.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -75304.390625 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -75304.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -75351.500000 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -75351.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -75385.796875 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -75385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -75419.281250 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -75419.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -75483.625000 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -75483.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -75544.437500 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -75544.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -75626.593750 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -75626.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -75688.671875 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -75688.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -75707.187500 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -75707.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -75722.257812 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -75722.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -75734.609375 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -75734.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -75737.914062 Penalty: 3120.618408
	Iteration 18Q: 3 clusters Score -75737.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -75740.757812 Penalty: 3120.618408
	Iteration 19Q: 3 clusters Score -75740.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -75747.742188 Penalty: 3120.618408
	Iteration 20F: 3 clusters Score -75747.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -75757.046875 Penalty: 3120.618408
	Iteration 21Q: 3 clusters Score -75757.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75774.687500 Penalty: 3120.618408
	Iteration 22Q: 3 clusters Score -75774.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -75800.398438 Penalty: 3120.618408
	Iteration 23Q: 3 clusters Score -75800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -75807.335938 Penalty: 3120.618408
	Iteration 24Q: 3 clusters Score -75807.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -75807.335938 Penalty: 3120.618408
	Iteration 25F: 3 clusters Score -75807.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (80518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Entering Unmasked Estep 
Score: -9064726.000000 Penalty: 2801.466553
	Iteration 0F: 2 clusters Score -9064726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -9010558.000000 Penalty: 5602.933105
	Iteration 0F: 3 clusters Score -9010558 nChanged 37987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -9032475.000000 Penalty: 5602.933105
	Iteration 1F: 3 clusters Score -9032475 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -9033492.000000 Penalty: 5602.933105
	Iteration 2Q: 3 clusters Score -9033492 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -9034433.000000 Penalty: 5602.933105
	Iteration 3Q: 3 clusters Score -9034433 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -9035688.000000 Penalty: 5602.933105
	Iteration 4Q: 3 clusters Score -9035688 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -9037017.000000 Penalty: 5602.933105
	Iteration 5Q: 3 clusters Score -9037017 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -9038538.000000 Penalty: 5602.933105
	Iteration 6Q: 3 clusters Score -9038538 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -9040301.000000 Penalty: 5602.933105
	Iteration 7Q: 3 clusters Score -9040301 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -9042650.000000 Penalty: 5602.933105
	Iteration 8F: 3 clusters Score -9042650 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -9045361.000000 Penalty: 5602.933105
	Iteration 9F: 3 clusters Score -9045361 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -9048345.000000 Penalty: 5602.933105
	Iteration 10F: 3 clusters Score -9048345 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -9051246.000000 Penalty: 5602.933105
	Iteration 11F: 3 clusters Score -9051246 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -9053531.000000 Penalty: 5602.933105
	Iteration 12Q: 3 clusters Score -9053531 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -9055376.000000 Penalty: 5602.933105
	Iteration 13Q: 3 clusters Score -9055376 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -9056899.000000 Penalty: 5602.933105
	Iteration 14Q: 3 clusters Score -9056899 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -9058191.000000 Penalty: 5602.933105
	Iteration 15Q: 3 clusters Score -9058191 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -9059199.000000 Penalty: 5602.933105
	Iteration 16Q: 3 clusters Score -9059199 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -9060111.000000 Penalty: 5602.933105
	Iteration 17Q: 3 clusters Score -9060111 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -9060784.000000 Penalty: 5602.933105
	Iteration 18Q: 3 clusters Score -9060784 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -9061192.000000 Penalty: 5602.933105
	Iteration 19Q: 3 clusters Score -9061192 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78488 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9061493.000000 Penalty: 5602.933105
	Iteration 20F: 3 clusters Score -9061493 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -9061684.000000 Penalty: 5602.933105
	Iteration 21Q: 3 clusters Score -9061684 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79155 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -9061904.000000 Penalty: 5602.933105
	Iteration 22Q: 3 clusters Score -9061904 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9062040.000000 Penalty: 5602.933105
	Iteration 23Q: 3 clusters Score -9062040 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9062117.000000 Penalty: 5602.933105
	Iteration 24Q: 3 clusters Score -9062117 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9062188.000000 Penalty: 5602.933105
	Iteration 25Q: 3 clusters Score -9062188 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79645 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9062228.000000 Penalty: 5602.933105
	Iteration 26Q: 3 clusters Score -9062228 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9062300.000000 Penalty: 5602.933105
	Iteration 27Q: 3 clusters Score -9062300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9062329.000000 Penalty: 5602.933105
	Iteration 28Q: 3 clusters Score -9062329 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9062343.000000 Penalty: 5602.933105
	Iteration 29Q: 3 clusters Score -9062343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79799 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9062373.000000 Penalty: 5602.933105
	Iteration 30Q: 3 clusters Score -9062373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79812 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9062366.000000 Penalty: 5602.933105
	Iteration 31Q: 3 clusters Score -9062366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79824 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9062373.000000 Penalty: 5602.933105
	Iteration 32Q: 3 clusters Score -9062373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9062379.000000 Penalty: 5602.933105
	Iteration 33Q: 3 clusters Score -9062379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9062396.000000 Penalty: 5602.933105
	Iteration 34Q: 3 clusters Score -9062396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9062420.000000 Penalty: 5602.933105
	Iteration 35Q: 3 clusters Score -9062420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79867 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9062432.000000 Penalty: 5602.933105
	Iteration 36Q: 3 clusters Score -9062432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9062445.000000 Penalty: 5602.933105
	Iteration 37Q: 3 clusters Score -9062445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9062458.000000 Penalty: 5602.933105
	Iteration 38Q: 3 clusters Score -9062458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9062460.000000 Penalty: 5602.933105
	Iteration 39Q: 3 clusters Score -9062460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9062464.000000 Penalty: 5602.933105
	Iteration 40F: 3 clusters Score -9062464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9062471.000000 Penalty: 5602.933105
	Iteration 41Q: 3 clusters Score -9062471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79919 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9062487.000000 Penalty: 5602.933105
	Iteration 42Q: 3 clusters Score -9062487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9062495.000000 Penalty: 5602.933105
	Iteration 43Q: 3 clusters Score -9062495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79927 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9062501.000000 Penalty: 5602.933105
	Iteration 44Q: 3 clusters Score -9062501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9062516.000000 Penalty: 5602.933105
	Iteration 45Q: 3 clusters Score -9062516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9062523.000000 Penalty: 5602.933105
	Iteration 46Q: 3 clusters Score -9062523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9062528.000000 Penalty: 5602.933105
	Iteration 47Q: 3 clusters Score -9062528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9062528.000000 Penalty: 5602.933105
	Iteration 48F: 3 clusters Score -9062528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Entering Unmasked Estep 
Score: -2444777.000000 Penalty: 2461.134033
	Iteration 0F: 2 clusters Score -2444777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2430560.750000 Penalty: 4922.268066
	Iteration 0F: 3 clusters Score -2430561 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2435545.250000 Penalty: 4922.268066
	Iteration 1F: 3 clusters Score -2435545 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2436121.250000 Penalty: 4922.268066
	Iteration 2F: 3 clusters Score -2436121 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2436673.750000 Penalty: 4922.268066
	Iteration 3F: 3 clusters Score -2436674 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2437318.500000 Penalty: 4922.268066
	Iteration 4F: 3 clusters Score -2437318 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2438117.250000 Penalty: 4922.268066
	Iteration 5F: 3 clusters Score -2438117 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2439130.500000 Penalty: 4922.268066
	Iteration 6F: 3 clusters Score -2439130 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2440277.500000 Penalty: 4922.268066
	Iteration 7F: 3 clusters Score -2440278 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2441418.500000 Penalty: 4922.268066
	Iteration 8F: 3 clusters Score -2441418 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2442337.750000 Penalty: 4922.268066
	Iteration 9Q: 3 clusters Score -2442338 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2442872.750000 Penalty: 4922.268066
	Iteration 10Q: 3 clusters Score -2442873 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2443215.250000 Penalty: 4922.268066
	Iteration 11Q: 3 clusters Score -2443215 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2443507.750000 Penalty: 4922.268066
	Iteration 12Q: 3 clusters Score -2443508 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2443700.000000 Penalty: 4922.268066
	Iteration 13Q: 3 clusters Score -2443700 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2443817.500000 Penalty: 4922.268066
	Iteration 14Q: 3 clusters Score -2443818 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2443897.250000 Penalty: 4922.268066
	Iteration 15Q: 3 clusters Score -2443897 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2443952.250000 Penalty: 4922.268066
	Iteration 16Q: 3 clusters Score -2443952 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2443994.500000 Penalty: 4922.268066
	Iteration 17Q: 3 clusters Score -2443994 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2444040.250000 Penalty: 4922.268066
	Iteration 18Q: 3 clusters Score -2444040 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2444060.000000 Penalty: 4922.268066
	Iteration 19Q: 3 clusters Score -2444060 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2444083.500000 Penalty: 4922.268066
	Iteration 20F: 3 clusters Score -2444084 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2444102.000000 Penalty: 4922.268066
	Iteration 21Q: 3 clusters Score -2444102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2444121.000000 Penalty: 4922.268066
	Iteration 22Q: 3 clusters Score -2444121 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2444141.500000 Penalty: 4922.268066
	Iteration 23Q: 3 clusters Score -2444142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2444172.500000 Penalty: 4922.268066
	Iteration 24Q: 3 clusters Score -2444172 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2444193.250000 Penalty: 4922.268066
	Iteration 25Q: 3 clusters Score -2444193 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2444214.500000 Penalty: 4922.268066
	Iteration 26Q: 3 clusters Score -2444214 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2444241.500000 Penalty: 4922.268066
	Iteration 27Q: 3 clusters Score -2444242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2444258.250000 Penalty: 4922.268066
	Iteration 28Q: 3 clusters Score -2444258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2444282.000000 Penalty: 4922.268066
	Iteration 29Q: 3 clusters Score -2444282 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2444314.750000 Penalty: 4922.268066
	Iteration 30Q: 3 clusters Score -2444315 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2444354.500000 Penalty: 4922.268066
	Iteration 31Q: 3 clusters Score -2444354 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2444379.250000 Penalty: 4922.268066
	Iteration 32Q: 3 clusters Score -2444379 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2444418.000000 Penalty: 4922.268066
	Iteration 33Q: 3 clusters Score -2444418 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2444458.750000 Penalty: 4922.268066
	Iteration 34Q: 3 clusters Score -2444459 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2444493.500000 Penalty: 4922.268066
	Iteration 35Q: 3 clusters Score -2444494 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2444530.250000 Penalty: 4922.268066
	Iteration 36Q: 3 clusters Score -2444530 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2444557.500000 Penalty: 4922.268066
	Iteration 37Q: 3 clusters Score -2444558 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2444592.000000 Penalty: 4922.268066
	Iteration 38Q: 3 clusters Score -2444592 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2444628.000000 Penalty: 4922.268066
	Iteration 39Q: 3 clusters Score -2444628 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2444647.500000 Penalty: 4922.268066
	Iteration 40F: 3 clusters Score -2444648 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2444683.500000 Penalty: 4922.268066
	Iteration 41Q: 3 clusters Score -2444684 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2444717.000000 Penalty: 4922.268066
	Iteration 42Q: 3 clusters Score -2444717 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2444744.250000 Penalty: 4922.268066
	Iteration 43Q: 3 clusters Score -2444744 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2444776.750000 Penalty: 4922.268066
	Iteration 44Q: 3 clusters Score -2444777 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2444802.250000 Penalty: 4922.268066
	Iteration 45Q: 3 clusters Score -2444802 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2444824.750000 Penalty: 4922.268066
	Iteration 46Q: 3 clusters Score -2444825 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2444840.250000 Penalty: 4922.268066
	Iteration 47Q: 3 clusters Score -2444840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2444859.750000 Penalty: 4922.268066
	Iteration 48Q: 3 clusters Score -2444860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2444870.250000 Penalty: 4922.268066
	Iteration 49Q: 3 clusters Score -2444870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2444889.250000 Penalty: 4922.268066
	Iteration 50Q: 3 clusters Score -2444889 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2444898.000000 Penalty: 4922.268066
	Iteration 51Q: 3 clusters Score -2444898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2444906.750000 Penalty: 4922.268066
	Iteration 52Q: 3 clusters Score -2444907 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2444916.250000 Penalty: 4922.268066
	Iteration 53Q: 3 clusters Score -2444916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2444920.500000 Penalty: 4922.268066
	Iteration 54Q: 3 clusters Score -2444920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2444915.250000 Penalty: 4922.268066
	Iteration 55Q: 3 clusters Score -2444915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2444927.000000 Penalty: 4922.268066
	Iteration 56Q: 3 clusters Score -2444927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2444926.000000 Penalty: 4922.268066
	Iteration 57Q: 3 clusters Score -2444926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2444926.250000 Penalty: 4922.268066
	Iteration 58Q: 3 clusters Score -2444926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2444926.250000 Penalty: 4922.268066
	Iteration 59Q: 3 clusters Score -2444926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2444924.250000 Penalty: 4922.268066
	Iteration 60F: 3 clusters Score -2444924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2444922.000000 Penalty: 4922.268066
	Iteration 61Q: 3 clusters Score -2444922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2444918.000000 Penalty: 4922.268066
	Iteration 62Q: 3 clusters Score -2444918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2444921.500000 Penalty: 4922.268066
	Iteration 63Q: 3 clusters Score -2444922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2444925.250000 Penalty: 4922.268066
	Iteration 64Q: 3 clusters Score -2444925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2444925.250000 Penalty: 4922.268066
	Iteration 65F: 3 clusters Score -2444925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 21334 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 2664 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 20337 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Entering Unmasked Estep 
Score: -154500688.000000 Penalty: 241073.015625
Splitting cluster 17 changes total score from -154499040.000000 to -154500688.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 18 (134917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134917 members 
Entering Unmasked Estep 
Score: -16381694.000000 Penalty: 2929.479004
	Iteration 0F: 2 clusters Score -1.638169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 67457 members 
Entering Unmasked Estep 
Score: -16291883.000000 Penalty: 5858.958008
	Iteration 0F: 3 clusters Score -1.629188e+07 nChanged 64207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -16329109.000000 Penalty: 5858.958008
	Iteration 1F: 3 clusters Score -1.632911e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -16330276.000000 Penalty: 5858.958008
	Iteration 2Q: 3 clusters Score -1.633028e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 69620 members 
Entering Unmasked Estep 
Score: -16331734.000000 Penalty: 5858.958008
	Iteration 3Q: 3 clusters Score -1.633173e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -16333584.000000 Penalty: 5858.958008
	Iteration 4Q: 3 clusters Score -1.633358e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 72955 members 
Entering Unmasked Estep 
Score: -16335677.000000 Penalty: 5858.958008
	Iteration 5Q: 3 clusters Score -1.633568e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -16338446.000000 Penalty: 5858.958008
	Iteration 6Q: 3 clusters Score -1.633845e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -16341512.000000 Penalty: 5858.958008
	Iteration 7F: 3 clusters Score -1.634151e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 83711 members 
Entering Unmasked Estep 
Score: -16344725.000000 Penalty: 5858.958008
	Iteration 8F: 3 clusters Score -1.634472e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -16348322.000000 Penalty: 5858.958008
	Iteration 9F: 3 clusters Score -1.634832e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 94676 members 
Entering Unmasked Estep 
Score: -16352356.000000 Penalty: 5858.958008
	Iteration 10F: 3 clusters Score -1.635236e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 100740 members 
Entering Unmasked Estep 
Score: -16356954.000000 Penalty: 5858.958008
	Iteration 11Q: 3 clusters Score -1.635695e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 106611 members 
Entering Unmasked Estep 
Score: -16362000.000000 Penalty: 5858.958008
	Iteration 12Q: 3 clusters Score -1.6362e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 111734 members 
Entering Unmasked Estep 
Score: -16366542.000000 Penalty: 5858.958008
	Iteration 13Q: 3 clusters Score -1.636654e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 115830 members 
Entering Unmasked Estep 
Score: -16370063.000000 Penalty: 5858.958008
	Iteration 14Q: 3 clusters Score -1.637006e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 119145 members 
Entering Unmasked Estep 
Score: -16372440.000000 Penalty: 5858.958008
	Iteration 15Q: 3 clusters Score -1.637244e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 121908 members 
Entering Unmasked Estep 
Score: -16374199.000000 Penalty: 5858.958008
	Iteration 16Q: 3 clusters Score -1.63742e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 124259 members 
Entering Unmasked Estep 
Score: -16375673.000000 Penalty: 5858.958008
	Iteration 17Q: 3 clusters Score -1.637567e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 126153 members 
Entering Unmasked Estep 
Score: -16376726.000000 Penalty: 5858.958008
	Iteration 18Q: 3 clusters Score -1.637673e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 127647 members 
Entering Unmasked Estep 
Score: -16377549.000000 Penalty: 5858.958008
	Iteration 19Q: 3 clusters Score -1.637755e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 128866 members 
Entering Unmasked Estep 
Score: -16378088.000000 Penalty: 5858.958008
	Iteration 20F: 3 clusters Score -1.637809e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 129864 members 
Entering Unmasked Estep 
Score: -16378747.000000 Penalty: 5858.958008
	Iteration 21Q: 3 clusters Score -1.637875e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 130677 members 
Entering Unmasked Estep 
Score: -16379197.000000 Penalty: 5858.958008
	Iteration 22Q: 3 clusters Score -1.63792e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 131281 members 
Entering Unmasked Estep 
Score: -16379453.000000 Penalty: 5858.958008
	Iteration 23Q: 3 clusters Score -1.637945e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 131737 members 
Entering Unmasked Estep 
Score: -16379722.000000 Penalty: 5858.958008
	Iteration 24Q: 3 clusters Score -1.637972e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 132113 members 
Entering Unmasked Estep 
Score: -16379890.000000 Penalty: 5858.958008
	Iteration 25Q: 3 clusters Score -1.637989e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 132378 members 
Entering Unmasked Estep 
Score: -16380020.000000 Penalty: 5858.958008
	Iteration 26Q: 3 clusters Score -1.638002e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 132579 members 
Entering Unmasked Estep 
Score: -16380100.000000 Penalty: 5858.958008
	Iteration 27Q: 3 clusters Score -1.63801e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 132729 members 
Entering Unmasked Estep 
Score: -16380184.000000 Penalty: 5858.958008
	Iteration 28Q: 3 clusters Score -1.638018e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 132862 members 
Entering Unmasked Estep 
Score: -16380186.000000 Penalty: 5858.958008
	Iteration 29Q: 3 clusters Score -1.638019e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 132970 members 
Entering Unmasked Estep 
Score: -16380252.000000 Penalty: 5858.958008
	Iteration 30Q: 3 clusters Score -1.638025e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 133056 members 
Entering Unmasked Estep 
Score: -16380303.000000 Penalty: 5858.958008
	Iteration 31Q: 3 clusters Score -1.63803e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 133125 members 
Entering Unmasked Estep 
Score: -16380337.000000 Penalty: 5858.958008
	Iteration 32Q: 3 clusters Score -1.638034e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 133177 members 
Entering Unmasked Estep 
Score: -16380346.000000 Penalty: 5858.958008
	Iteration 33Q: 3 clusters Score -1.638035e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 133227 members 
Entering Unmasked Estep 
Score: -16380343.000000 Penalty: 5858.958008
	Iteration 34Q: 3 clusters Score -1.638034e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 133273 members 
Entering Unmasked Estep 
Score: -16380373.000000 Penalty: 5858.958008
	Iteration 35Q: 3 clusters Score -1.638037e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 133314 members 
Entering Unmasked Estep 
Score: -16380383.000000 Penalty: 5858.958008
	Iteration 36Q: 3 clusters Score -1.638038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 133345 members 
Entering Unmasked Estep 
Score: -16380381.000000 Penalty: 5858.958008
	Iteration 37Q: 3 clusters Score -1.638038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 133371 members 
Entering Unmasked Estep 
Score: -16380413.000000 Penalty: 5858.958008
	Iteration 38Q: 3 clusters Score -1.638041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 133390 members 
Entering Unmasked Estep 
Score: -16380406.000000 Penalty: 5858.958008
	Iteration 39Q: 3 clusters Score -1.638041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 133411 members 
Entering Unmasked Estep 
Score: -16380418.000000 Penalty: 5858.958008
	Iteration 40F: 3 clusters Score -1.638042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 133424 members 
Entering Unmasked Estep 
Score: -16380424.000000 Penalty: 5858.958008
	Iteration 41Q: 3 clusters Score -1.638042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 133433 members 
Entering Unmasked Estep 
Score: -16380434.000000 Penalty: 5858.958008
	Iteration 42Q: 3 clusters Score -1.638043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 133438 members 
Entering Unmasked Estep 
Score: -16380429.000000 Penalty: 5858.958008
	Iteration 43Q: 3 clusters Score -1.638043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 133441 members 
Entering Unmasked Estep 
Score: -16380424.000000 Penalty: 5858.958008
	Iteration 44Q: 3 clusters Score -1.638042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 133445 members 
Entering Unmasked Estep 
Score: -16380436.000000 Penalty: 5858.958008
	Iteration 45Q: 3 clusters Score -1.638044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 133450 members 
Entering Unmasked Estep 
Score: -16380422.000000 Penalty: 5858.958008
	Iteration 46Q: 3 clusters Score -1.638042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 133454 members 
Entering Unmasked Estep 
Score: -16380422.000000 Penalty: 5858.958008
	Iteration 47Q: 3 clusters Score -1.638042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 133459 members 
Entering Unmasked Estep 
Score: -16380425.000000 Penalty: 5858.958008
	Iteration 48Q: 3 clusters Score -1.638042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 133461 members 
Entering Unmasked Estep 
Score: -16380420.000000 Penalty: 5858.958008
	Iteration 49Q: 3 clusters Score -1.638042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 133464 members 
Entering Unmasked Estep 
Score: -16380426.000000 Penalty: 5858.958008
	Iteration 50Q: 3 clusters Score -1.638043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 133470 members 
Entering Unmasked Estep 
Score: -16380416.000000 Penalty: 5858.958008
	Iteration 51Q: 3 clusters Score -1.638042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 133472 members 
Entering Unmasked Estep 
Score: -16380421.000000 Penalty: 5858.958008
	Iteration 52Q: 3 clusters Score -1.638042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 133472 members 
Entering Unmasked Estep 
Score: -16380421.000000 Penalty: 5858.958008
	Iteration 53F: 3 clusters Score -1.638042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Entering Unmasked Estep 
Score: -919401.062500 Penalty: 2218.926758
	Iteration 0F: 2 clusters Score -919401.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -913158.250000 Penalty: 4437.853516
	Iteration 0F: 3 clusters Score -913158.2 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -914931.312500 Penalty: 4437.853516
	Iteration 1F: 3 clusters Score -914931.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -915392.187500 Penalty: 4437.853516
	Iteration 2F: 3 clusters Score -915392.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -915956.500000 Penalty: 4437.853516
	Iteration 3F: 3 clusters Score -915956.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -916652.812500 Penalty: 4437.853516
	Iteration 4F: 3 clusters Score -916652.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -917416.625000 Penalty: 4437.853516
	Iteration 5F: 3 clusters Score -917416.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -918077.875000 Penalty: 4437.853516
	Iteration 6F: 3 clusters Score -918077.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -918593.000000 Penalty: 4437.853516
	Iteration 7F: 3 clusters Score -918593 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -918945.000000 Penalty: 4437.853516
	Iteration 8Q: 3 clusters Score -918945 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -919167.500000 Penalty: 4437.853516
	Iteration 9Q: 3 clusters Score -919167.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -919333.375000 Penalty: 4437.853516
	Iteration 10Q: 3 clusters Score -919333.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -919454.687500 Penalty: 4437.853516
	Iteration 11Q: 3 clusters Score -919454.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -919546.375000 Penalty: 4437.853516
	Iteration 12Q: 3 clusters Score -919546.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -919603.687500 Penalty: 4437.853516
	Iteration 13Q: 3 clusters Score -919603.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -919644.687500 Penalty: 4437.853516
	Iteration 14Q: 3 clusters Score -919644.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -919683.250000 Penalty: 4437.853516
	Iteration 15Q: 3 clusters Score -919683.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -919699.562500 Penalty: 4437.853516
	Iteration 16Q: 3 clusters Score -919699.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -919723.937500 Penalty: 4437.853516
	Iteration 17Q: 3 clusters Score -919723.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -919736.062500 Penalty: 4437.853516
	Iteration 18Q: 3 clusters Score -919736.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -919744.687500 Penalty: 4437.853516
	Iteration 19Q: 3 clusters Score -919744.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -919754.750000 Penalty: 4437.853516
	Iteration 20F: 3 clusters Score -919754.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -919766.875000 Penalty: 4437.853516
	Iteration 21Q: 3 clusters Score -919766.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -919772.000000 Penalty: 4437.853516
	Iteration 22Q: 3 clusters Score -919772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -919776.250000 Penalty: 4437.853516
	Iteration 23Q: 3 clusters Score -919776.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -919781.687500 Penalty: 4437.853516
	Iteration 24Q: 3 clusters Score -919781.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -919783.875000 Penalty: 4437.853516
	Iteration 25Q: 3 clusters Score -919783.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -919787.000000 Penalty: 4437.853516
	Iteration 26Q: 3 clusters Score -919787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -919792.000000 Penalty: 4437.853516
	Iteration 27Q: 3 clusters Score -919792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -919793.437500 Penalty: 4437.853516
	Iteration 28Q: 3 clusters Score -919793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -919794.750000 Penalty: 4437.853516
	Iteration 29Q: 3 clusters Score -919794.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -919797.437500 Penalty: 4437.853516
	Iteration 30Q: 3 clusters Score -919797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -919797.500000 Penalty: 4437.853516
	Iteration 31Q: 3 clusters Score -919797.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -919800.250000 Penalty: 4437.853516
	Iteration 32Q: 3 clusters Score -919800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -919800.375000 Penalty: 4437.853516
	Iteration 33Q: 3 clusters Score -919800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -919802.312500 Penalty: 4437.853516
	Iteration 34Q: 3 clusters Score -919802.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -919804.125000 Penalty: 4437.853516
	Iteration 35Q: 3 clusters Score -919804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -919804.125000 Penalty: 4437.853516
	Iteration 36Q: 3 clusters Score -919804.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -919805.562500 Penalty: 4437.853516
	Iteration 37Q: 3 clusters Score -919805.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -919805.625000 Penalty: 4437.853516
	Iteration 38Q: 3 clusters Score -919805.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -919806.437500 Penalty: 4437.853516
	Iteration 39Q: 3 clusters Score -919806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -919806.437500 Penalty: 4437.853516
	Iteration 40F: 3 clusters Score -919806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 21334 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 2664 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 20337 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Entering Unmasked Estep 
Score: -154499904.000000 Penalty: 244566.828125
Splitting cluster 19 changes total score from -154499040.000000 to -154499904.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 20 (17391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Entering Unmasked Estep 
Score: -2157733.750000 Penalty: 2421.399658
	Iteration 0F: 2 clusters Score -2157734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2145391.500000 Penalty: 4842.799316
	Iteration 0F: 3 clusters Score -2145392 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2149792.750000 Penalty: 4842.799316
	Iteration 1F: 3 clusters Score -2149793 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2150570.250000 Penalty: 4842.799316
	Iteration 2F: 3 clusters Score -2150570 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2151605.000000 Penalty: 4842.799316
	Iteration 3F: 3 clusters Score -2151605 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2152636.000000 Penalty: 4842.799316
	Iteration 4F: 3 clusters Score -2152636 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2153533.750000 Penalty: 4842.799316
	Iteration 5F: 3 clusters Score -2153534 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2154168.500000 Penalty: 4842.799316
	Iteration 6F: 3 clusters Score -2154168 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2154585.250000 Penalty: 4842.799316
	Iteration 7Q: 3 clusters Score -2154585 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2154812.750000 Penalty: 4842.799316
	Iteration 8Q: 3 clusters Score -2154813 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2154945.000000 Penalty: 4842.799316
	Iteration 9Q: 3 clusters Score -2154945 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2155030.000000 Penalty: 4842.799316
	Iteration 10Q: 3 clusters Score -2155030 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2155089.750000 Penalty: 4842.799316
	Iteration 11Q: 3 clusters Score -2155090 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2155143.000000 Penalty: 4842.799316
	Iteration 12Q: 3 clusters Score -2155143 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2155197.250000 Penalty: 4842.799316
	Iteration 13Q: 3 clusters Score -2155197 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2155234.250000 Penalty: 4842.799316
	Iteration 14Q: 3 clusters Score -2155234 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2155264.500000 Penalty: 4842.799316
	Iteration 15Q: 3 clusters Score -2155264 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2155291.500000 Penalty: 4842.799316
	Iteration 16Q: 3 clusters Score -2155292 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2155340.250000 Penalty: 4842.799316
	Iteration 17Q: 3 clusters Score -2155340 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2155364.750000 Penalty: 4842.799316
	Iteration 18Q: 3 clusters Score -2155365 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2155393.500000 Penalty: 4842.799316
	Iteration 19Q: 3 clusters Score -2155394 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2155428.750000 Penalty: 4842.799316
	Iteration 20F: 3 clusters Score -2155429 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2155463.250000 Penalty: 4842.799316
	Iteration 21Q: 3 clusters Score -2155463 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2155505.500000 Penalty: 4842.799316
	Iteration 22Q: 3 clusters Score -2155506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2155546.500000 Penalty: 4842.799316
	Iteration 23Q: 3 clusters Score -2155546 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2155587.000000 Penalty: 4842.799316
	Iteration 24Q: 3 clusters Score -2155587 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2155633.750000 Penalty: 4842.799316
	Iteration 25Q: 3 clusters Score -2155634 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2155678.250000 Penalty: 4842.799316
	Iteration 26Q: 3 clusters Score -2155678 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2155706.750000 Penalty: 4842.799316
	Iteration 27Q: 3 clusters Score -2155707 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2155741.750000 Penalty: 4842.799316
	Iteration 28Q: 3 clusters Score -2155742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2155760.500000 Penalty: 4842.799316
	Iteration 29Q: 3 clusters Score -2155760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2155779.500000 Penalty: 4842.799316
	Iteration 30Q: 3 clusters Score -2155780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2155806.750000 Penalty: 4842.799316
	Iteration 31Q: 3 clusters Score -2155807 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2155826.000000 Penalty: 4842.799316
	Iteration 32Q: 3 clusters Score -2155826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2155852.000000 Penalty: 4842.799316
	Iteration 33Q: 3 clusters Score -2155852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2155875.500000 Penalty: 4842.799316
	Iteration 34Q: 3 clusters Score -2155876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2155897.500000 Penalty: 4842.799316
	Iteration 35Q: 3 clusters Score -2155898 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2155920.000000 Penalty: 4842.799316
	Iteration 36Q: 3 clusters Score -2155920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2155930.750000 Penalty: 4842.799316
	Iteration 37Q: 3 clusters Score -2155931 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2155951.000000 Penalty: 4842.799316
	Iteration 38Q: 3 clusters Score -2155951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2155970.000000 Penalty: 4842.799316
	Iteration 39Q: 3 clusters Score -2155970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2155973.000000 Penalty: 4842.799316
	Iteration 40F: 3 clusters Score -2155973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2155985.500000 Penalty: 4842.799316
	Iteration 41Q: 3 clusters Score -2155986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2155993.500000 Penalty: 4842.799316
	Iteration 42Q: 3 clusters Score -2155994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2156011.750000 Penalty: 4842.799316
	Iteration 43Q: 3 clusters Score -2156012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2156016.000000 Penalty: 4842.799316
	Iteration 44Q: 3 clusters Score -2156016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2156018.750000 Penalty: 4842.799316
	Iteration 45Q: 3 clusters Score -2156019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2156032.000000 Penalty: 4842.799316
	Iteration 46Q: 3 clusters Score -2156032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2156038.750000 Penalty: 4842.799316
	Iteration 47Q: 3 clusters Score -2156039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2156051.750000 Penalty: 4842.799316
	Iteration 48Q: 3 clusters Score -2156052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2156059.500000 Penalty: 4842.799316
	Iteration 49Q: 3 clusters Score -2156060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2156067.250000 Penalty: 4842.799316
	Iteration 50Q: 3 clusters Score -2156067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2156077.500000 Penalty: 4842.799316
	Iteration 51Q: 3 clusters Score -2156078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2156078.750000 Penalty: 4842.799316
	Iteration 52Q: 3 clusters Score -2156079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2156084.250000 Penalty: 4842.799316
	Iteration 53Q: 3 clusters Score -2156084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2156088.750000 Penalty: 4842.799316
	Iteration 54Q: 3 clusters Score -2156089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2156098.250000 Penalty: 4842.799316
	Iteration 55Q: 3 clusters Score -2156098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2156100.750000 Penalty: 4842.799316
	Iteration 56Q: 3 clusters Score -2156101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2156103.250000 Penalty: 4842.799316
	Iteration 57Q: 3 clusters Score -2156103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2156106.250000 Penalty: 4842.799316
	Iteration 58Q: 3 clusters Score -2156106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2156112.500000 Penalty: 4842.799316
	Iteration 59Q: 3 clusters Score -2156112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2156116.250000 Penalty: 4842.799316
	Iteration 60F: 3 clusters Score -2156116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2156122.250000 Penalty: 4842.799316
	Iteration 61Q: 3 clusters Score -2156122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2156119.000000 Penalty: 4842.799316
	Iteration 62Q: 3 clusters Score -2156119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2156124.250000 Penalty: 4842.799316
	Iteration 63Q: 3 clusters Score -2156124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2156122.250000 Penalty: 4842.799316
	Iteration 64Q: 3 clusters Score -2156122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2156133.250000 Penalty: 4842.799316
	Iteration 65Q: 3 clusters Score -2156133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2156130.500000 Penalty: 4842.799316
	Iteration 66Q: 3 clusters Score -2156130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2156134.500000 Penalty: 4842.799316
	Iteration 67Q: 3 clusters Score -2156134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2156129.250000 Penalty: 4842.799316
	Iteration 68Q: 3 clusters Score -2156129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2156133.000000 Penalty: 4842.799316
	Iteration 69Q: 3 clusters Score -2156133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2156137.000000 Penalty: 4842.799316
	Iteration 70Q: 3 clusters Score -2156137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2156138.250000 Penalty: 4842.799316
	Iteration 71Q: 3 clusters Score -2156138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2156139.500000 Penalty: 4842.799316
	Iteration 72Q: 3 clusters Score -2156140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2156144.750000 Penalty: 4842.799316
	Iteration 73Q: 3 clusters Score -2156145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2156146.000000 Penalty: 4842.799316
	Iteration 74Q: 3 clusters Score -2156146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2156144.000000 Penalty: 4842.799316
	Iteration 75Q: 3 clusters Score -2156144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2156146.750000 Penalty: 4842.799316
	Iteration 76Q: 3 clusters Score -2156147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2156147.500000 Penalty: 4842.799316
	Iteration 77Q: 3 clusters Score -2156148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2156145.750000 Penalty: 4842.799316
	Iteration 78Q: 3 clusters Score -2156146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2156149.750000 Penalty: 4842.799316
	Iteration 79Q: 3 clusters Score -2156150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2156148.000000 Penalty: 4842.799316
	Iteration 80F: 3 clusters Score -2156148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2156148.750000 Penalty: 4842.799316
	Iteration 81Q: 3 clusters Score -2156149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2156149.750000 Penalty: 4842.799316
	Iteration 82Q: 3 clusters Score -2156150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2156149.750000 Penalty: 4842.799316
	Iteration 83Q: 3 clusters Score -2156150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2156151.500000 Penalty: 4842.799316
	Iteration 84Q: 3 clusters Score -2156152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2156150.000000 Penalty: 4842.799316
	Iteration 85Q: 3 clusters Score -2156150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2156148.500000 Penalty: 4842.799316
	Iteration 86Q: 3 clusters Score -2156148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2156151.750000 Penalty: 4842.799316
	Iteration 87Q: 3 clusters Score -2156152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2156156.000000 Penalty: 4842.799316
	Iteration 88Q: 3 clusters Score -2156156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2156159.250000 Penalty: 4842.799316
	Iteration 89Q: 3 clusters Score -2156159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2156159.750000 Penalty: 4842.799316
	Iteration 90Q: 3 clusters Score -2156160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2156158.250000 Penalty: 4842.799316
	Iteration 91Q: 3 clusters Score -2156158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2156159.500000 Penalty: 4842.799316
	Iteration 92Q: 3 clusters Score -2156160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2156158.000000 Penalty: 4842.799316
	Iteration 93Q: 3 clusters Score -2156158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2156159.000000 Penalty: 4842.799316
	Iteration 94Q: 3 clusters Score -2156159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2156161.000000 Penalty: 4842.799316
	Iteration 95Q: 3 clusters Score -2156161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2156161.000000 Penalty: 4842.799316
	Iteration 96Q: 3 clusters Score -2156161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2156162.500000 Penalty: 4842.799316
	Iteration 97Q: 3 clusters Score -2156162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
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Entering Unmasked Estep 
Score: -2156160.500000 Penalty: 4842.799316
	Iteration 98Q: 3 clusters Score -2156160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2156163.000000 Penalty: 4842.799316
	Iteration 99Q: 3 clusters Score -2156163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2156164.750000 Penalty: 4842.799316
	Iteration 100F: 3 clusters Score -2156165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2156163.500000 Penalty: 4842.799316
	Iteration 101Q: 3 clusters Score -2156164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2156163.250000 Penalty: 4842.799316
	Iteration 102Q: 3 clusters Score -2156163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2156163.250000 Penalty: 4842.799316
	Iteration 103F: 3 clusters Score -2156163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Entering Unmasked Estep 
Score: -2545481.500000 Penalty: 2472.078369
	Iteration 0F: 2 clusters Score -2545482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2530612.500000 Penalty: 4944.156738
	Iteration 0F: 3 clusters Score -2530612 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2536105.000000 Penalty: 4944.156738
	Iteration 1F: 3 clusters Score -2536105 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2537307.500000 Penalty: 4944.156738
	Iteration 2F: 3 clusters Score -2537308 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2538770.250000 Penalty: 4944.156738
	Iteration 3F: 3 clusters Score -2538770 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2540508.250000 Penalty: 4944.156738
	Iteration 4F: 3 clusters Score -2540508 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2542403.500000 Penalty: 4944.156738
	Iteration 5F: 3 clusters Score -2542404 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2544110.250000 Penalty: 4944.156738
	Iteration 6F: 3 clusters Score -2544110 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2545338.500000 Penalty: 4944.156738
	Iteration 7F: 3 clusters Score -2545338 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2546272.500000 Penalty: 4944.156738
	Iteration 8Q: 3 clusters Score -2546272 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2547024.750000 Penalty: 4944.156738
	Iteration 9Q: 3 clusters Score -2547025 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2547630.000000 Penalty: 4944.156738
	Iteration 10Q: 3 clusters Score -2547630 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2548224.250000 Penalty: 4944.156738
	Iteration 11Q: 3 clusters Score -2548224 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2548773.250000 Penalty: 4944.156738
	Iteration 12Q: 3 clusters Score -2548773 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2549344.500000 Penalty: 4944.156738
	Iteration 13Q: 3 clusters Score -2549344 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2549998.250000 Penalty: 4944.156738
	Iteration 14Q: 3 clusters Score -2549998 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2550571.500000 Penalty: 4944.156738
	Iteration 15Q: 3 clusters Score -2550572 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2551058.250000 Penalty: 4944.156738
	Iteration 16Q: 3 clusters Score -2551058 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2551507.250000 Penalty: 4944.156738
	Iteration 17Q: 3 clusters Score -2551507 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2551853.250000 Penalty: 4944.156738
	Iteration 18Q: 3 clusters Score -2551853 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2552075.250000 Penalty: 4944.156738
	Iteration 19Q: 3 clusters Score -2552075 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2552195.250000 Penalty: 4944.156738
	Iteration 20F: 3 clusters Score -2552195 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2552278.750000 Penalty: 4944.156738
	Iteration 21Q: 3 clusters Score -2552279 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2552332.000000 Penalty: 4944.156738
	Iteration 22Q: 3 clusters Score -2552332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2552341.250000 Penalty: 4944.156738
	Iteration 23Q: 3 clusters Score -2552341 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2552343.500000 Penalty: 4944.156738
	Iteration 24Q: 3 clusters Score -2552344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2552354.250000 Penalty: 4944.156738
	Iteration 25Q: 3 clusters Score -2552354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2552368.000000 Penalty: 4944.156738
	Iteration 26Q: 3 clusters Score -2552368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2552374.250000 Penalty: 4944.156738
	Iteration 27Q: 3 clusters Score -2552374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2552368.000000 Penalty: 4944.156738
	Iteration 28Q: 3 clusters Score -2552368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2552368.250000 Penalty: 4944.156738
	Iteration 29Q: 3 clusters Score -2552368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2552378.000000 Penalty: 4944.156738
	Iteration 30Q: 3 clusters Score -2552378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2552376.500000 Penalty: 4944.156738
	Iteration 31Q: 3 clusters Score -2552376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2552385.000000 Penalty: 4944.156738
	Iteration 32Q: 3 clusters Score -2552385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2552385.000000 Penalty: 4944.156738
	Iteration 33Q: 3 clusters Score -2552385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2552386.000000 Penalty: 4944.156738
	Iteration 34Q: 3 clusters Score -2552386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2552395.000000 Penalty: 4944.156738
	Iteration 35Q: 3 clusters Score -2552395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2552393.750000 Penalty: 4944.156738
	Iteration 36Q: 3 clusters Score -2552394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2552401.250000 Penalty: 4944.156738
	Iteration 37Q: 3 clusters Score -2552401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2552405.000000 Penalty: 4944.156738
	Iteration 38Q: 3 clusters Score -2552405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2552407.000000 Penalty: 4944.156738
	Iteration 39Q: 3 clusters Score -2552407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2552408.500000 Penalty: 4944.156738
	Iteration 40F: 3 clusters Score -2552408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2552416.500000 Penalty: 4944.156738
	Iteration 41Q: 3 clusters Score -2552416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2552423.750000 Penalty: 4944.156738
	Iteration 42Q: 3 clusters Score -2552424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2552424.500000 Penalty: 4944.156738
	Iteration 43Q: 3 clusters Score -2552424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2552434.000000 Penalty: 4944.156738
	Iteration 44Q: 3 clusters Score -2552434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2552443.000000 Penalty: 4944.156738
	Iteration 45Q: 3 clusters Score -2552443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2552460.250000 Penalty: 4944.156738
	Iteration 46Q: 3 clusters Score -2552460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2552482.250000 Penalty: 4944.156738
	Iteration 47Q: 3 clusters Score -2552482 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2552501.000000 Penalty: 4944.156738
	Iteration 48Q: 3 clusters Score -2552501 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2552515.250000 Penalty: 4944.156738
	Iteration 49Q: 3 clusters Score -2552515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2552521.000000 Penalty: 4944.156738
	Iteration 50Q: 3 clusters Score -2552521 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2552530.750000 Penalty: 4944.156738
	Iteration 51Q: 3 clusters Score -2552531 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2552554.000000 Penalty: 4944.156738
	Iteration 52Q: 3 clusters Score -2552554 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2552569.750000 Penalty: 4944.156738
	Iteration 53Q: 3 clusters Score -2552570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2552590.000000 Penalty: 4944.156738
	Iteration 54Q: 3 clusters Score -2552590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2552617.750000 Penalty: 4944.156738
	Iteration 55Q: 3 clusters Score -2552618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2552625.500000 Penalty: 4944.156738
	Iteration 56Q: 3 clusters Score -2552626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2552636.750000 Penalty: 4944.156738
	Iteration 57Q: 3 clusters Score -2552637 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2552654.250000 Penalty: 4944.156738
	Iteration 58Q: 3 clusters Score -2552654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2552676.250000 Penalty: 4944.156738
	Iteration 59Q: 3 clusters Score -2552676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2552686.500000 Penalty: 4944.156738
	Iteration 60F: 3 clusters Score -2552686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2552694.000000 Penalty: 4944.156738
	Iteration 61Q: 3 clusters Score -2552694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2552712.000000 Penalty: 4944.156738
	Iteration 62Q: 3 clusters Score -2552712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2552716.250000 Penalty: 4944.156738
	Iteration 63Q: 3 clusters Score -2552716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2552732.500000 Penalty: 4944.156738
	Iteration 64Q: 3 clusters Score -2552732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2552733.500000 Penalty: 4944.156738
	Iteration 65Q: 3 clusters Score -2552734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2552729.250000 Penalty: 4944.156738
	Iteration 66Q: 3 clusters Score -2552729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2552735.750000 Penalty: 4944.156738
	Iteration 67Q: 3 clusters Score -2552736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2552745.000000 Penalty: 4944.156738
	Iteration 68Q: 3 clusters Score -2552745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2552744.000000 Penalty: 4944.156738
	Iteration 69Q: 3 clusters Score -2552744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2552746.000000 Penalty: 4944.156738
	Iteration 70Q: 3 clusters Score -2552746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2552741.750000 Penalty: 4944.156738
	Iteration 71Q: 3 clusters Score -2552742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2552744.500000 Penalty: 4944.156738
	Iteration 72Q: 3 clusters Score -2552744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2552750.250000 Penalty: 4944.156738
	Iteration 73Q: 3 clusters Score -2552750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2552753.000000 Penalty: 4944.156738
	Iteration 74Q: 3 clusters Score -2552753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2552756.750000 Penalty: 4944.156738
	Iteration 75Q: 3 clusters Score -2552757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2552754.500000 Penalty: 4944.156738
	Iteration 76Q: 3 clusters Score -2552754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2552757.500000 Penalty: 4944.156738
	Iteration 77Q: 3 clusters Score -2552758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2552758.500000 Penalty: 4944.156738
	Iteration 78Q: 3 clusters Score -2552758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2552761.000000 Penalty: 4944.156738
	Iteration 79Q: 3 clusters Score -2552761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2552754.000000 Penalty: 4944.156738
	Iteration 80F: 3 clusters Score -2552754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2552753.000000 Penalty: 4944.156738
	Iteration 81Q: 3 clusters Score -2552753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2552756.250000 Penalty: 4944.156738
	Iteration 82Q: 3 clusters Score -2552756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2552758.750000 Penalty: 4944.156738
	Iteration 83Q: 3 clusters Score -2552759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2552758.250000 Penalty: 4944.156738
	Iteration 84Q: 3 clusters Score -2552758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2552760.750000 Penalty: 4944.156738
	Iteration 85Q: 3 clusters Score -2552761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2552760.000000 Penalty: 4944.156738
	Iteration 86Q: 3 clusters Score -2552760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2552762.500000 Penalty: 4944.156738
	Iteration 87Q: 3 clusters Score -2552762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2552761.750000 Penalty: 4944.156738
	Iteration 88Q: 3 clusters Score -2552762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2552758.750000 Penalty: 4944.156738
	Iteration 89Q: 3 clusters Score -2552759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2552757.000000 Penalty: 4944.156738
	Iteration 90Q: 3 clusters Score -2552757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2552756.000000 Penalty: 4944.156738
	Iteration 91Q: 3 clusters Score -2552756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2552756.000000 Penalty: 4944.156738
	Iteration 92F: 3 clusters Score -2552756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 2664 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 20337 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Mstep: Class 71 contains 12721 members 
Entering Unmasked Estep 
Score: -154506096.000000 Penalty: 248060.640625
Splitting cluster 21 changes total score from -154499040.000000 to -154506096.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 22 (15895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Entering Unmasked Estep 
Score: -1888256.000000 Penalty: 2399.092285
	Iteration 0F: 2 clusters Score -1888256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1876772.625000 Penalty: 4798.184570
	Iteration 0F: 3 clusters Score -1876773 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1880484.375000 Penalty: 4798.184570
	Iteration 1F: 3 clusters Score -1880484 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1880924.750000 Penalty: 4798.184570
	Iteration 2F: 3 clusters Score -1880925 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1881296.250000 Penalty: 4798.184570
	Iteration 3F: 3 clusters Score -1881296 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1881677.000000 Penalty: 4798.184570
	Iteration 4Q: 3 clusters Score -1881677 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1882112.375000 Penalty: 4798.184570
	Iteration 5Q: 3 clusters Score -1882112 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1882669.875000 Penalty: 4798.184570
	Iteration 6F: 3 clusters Score -1882670 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1883215.375000 Penalty: 4798.184570
	Iteration 7F: 3 clusters Score -1883215 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1883870.500000 Penalty: 4798.184570
	Iteration 8F: 3 clusters Score -1883870 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1884576.000000 Penalty: 4798.184570
	Iteration 9F: 3 clusters Score -1884576 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1885255.625000 Penalty: 4798.184570
	Iteration 10F: 3 clusters Score -1885256 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1885880.000000 Penalty: 4798.184570
	Iteration 11Q: 3 clusters Score -1885880 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1886351.500000 Penalty: 4798.184570
	Iteration 12Q: 3 clusters Score -1886352 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1886692.875000 Penalty: 4798.184570
	Iteration 13Q: 3 clusters Score -1886693 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1886890.000000 Penalty: 4798.184570
	Iteration 14Q: 3 clusters Score -1886890 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1887007.125000 Penalty: 4798.184570
	Iteration 15Q: 3 clusters Score -1887007 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1887066.000000 Penalty: 4798.184570
	Iteration 16Q: 3 clusters Score -1887066 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1887092.125000 Penalty: 4798.184570
	Iteration 17Q: 3 clusters Score -1887092 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1887117.875000 Penalty: 4798.184570
	Iteration 18Q: 3 clusters Score -1887118 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1887130.875000 Penalty: 4798.184570
	Iteration 19Q: 3 clusters Score -1887131 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1887147.875000 Penalty: 4798.184570
	Iteration 20F: 3 clusters Score -1887148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1887168.875000 Penalty: 4798.184570
	Iteration 21Q: 3 clusters Score -1887169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1887167.875000 Penalty: 4798.184570
	Iteration 22Q: 3 clusters Score -1887168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1887169.375000 Penalty: 4798.184570
	Iteration 23Q: 3 clusters Score -1887169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1887174.125000 Penalty: 4798.184570
	Iteration 24Q: 3 clusters Score -1887174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1887181.875000 Penalty: 4798.184570
	Iteration 25Q: 3 clusters Score -1887182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1887186.000000 Penalty: 4798.184570
	Iteration 26Q: 3 clusters Score -1887186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1887184.375000 Penalty: 4798.184570
	Iteration 27Q: 3 clusters Score -1887184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1887186.500000 Penalty: 4798.184570
	Iteration 28Q: 3 clusters Score -1887186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1887189.125000 Penalty: 4798.184570
	Iteration 29Q: 3 clusters Score -1887189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1887190.250000 Penalty: 4798.184570
	Iteration 30Q: 3 clusters Score -1887190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1887187.125000 Penalty: 4798.184570
	Iteration 31Q: 3 clusters Score -1887187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1887190.875000 Penalty: 4798.184570
	Iteration 32Q: 3 clusters Score -1887191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1887189.750000 Penalty: 4798.184570
	Iteration 33Q: 3 clusters Score -1887190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1887197.000000 Penalty: 4798.184570
	Iteration 34Q: 3 clusters Score -1887197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1887197.625000 Penalty: 4798.184570
	Iteration 35Q: 3 clusters Score -1887198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1887204.125000 Penalty: 4798.184570
	Iteration 36Q: 3 clusters Score -1887204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1887200.500000 Penalty: 4798.184570
	Iteration 37Q: 3 clusters Score -1887200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1887203.375000 Penalty: 4798.184570
	Iteration 38Q: 3 clusters Score -1887203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1887200.125000 Penalty: 4798.184570
	Iteration 39Q: 3 clusters Score -1887200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1887202.000000 Penalty: 4798.184570
	Iteration 40F: 3 clusters Score -1887202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1887206.875000 Penalty: 4798.184570
	Iteration 41Q: 3 clusters Score -1887207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1887206.625000 Penalty: 4798.184570
	Iteration 42Q: 3 clusters Score -1887207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1887208.250000 Penalty: 4798.184570
	Iteration 43Q: 3 clusters Score -1887208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1887203.250000 Penalty: 4798.184570
	Iteration 44Q: 3 clusters Score -1887203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1887203.250000 Penalty: 4798.184570
	Iteration 45F: 3 clusters Score -1887203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -732132.062500 Penalty: 2175.030273
	Iteration 0F: 2 clusters Score -732132.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -726667.687500 Penalty: 4350.060547
	Iteration 0F: 3 clusters Score -726667.7 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -728189.062500 Penalty: 4350.060547
	Iteration 1F: 3 clusters Score -728189.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -728622.625000 Penalty: 4350.060547
	Iteration 2F: 3 clusters Score -728622.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -728984.750000 Penalty: 4350.060547
	Iteration 3F: 3 clusters Score -728984.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -729277.750000 Penalty: 4350.060547
	Iteration 4F: 3 clusters Score -729277.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -729524.000000 Penalty: 4350.060547
	Iteration 5F: 3 clusters Score -729524 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -729679.062500 Penalty: 4350.060547
	Iteration 6Q: 3 clusters Score -729679.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -729800.875000 Penalty: 4350.060547
	Iteration 7Q: 3 clusters Score -729800.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -729902.937500 Penalty: 4350.060547
	Iteration 8Q: 3 clusters Score -729902.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -729984.187500 Penalty: 4350.060547
	Iteration 9Q: 3 clusters Score -729984.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -730062.437500 Penalty: 4350.060547
	Iteration 10Q: 3 clusters Score -730062.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -730137.687500 Penalty: 4350.060547
	Iteration 11Q: 3 clusters Score -730137.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -730230.375000 Penalty: 4350.060547
	Iteration 12Q: 3 clusters Score -730230.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -730314.937500 Penalty: 4350.060547
	Iteration 13Q: 3 clusters Score -730314.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -730397.000000 Penalty: 4350.060547
	Iteration 14Q: 3 clusters Score -730397 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -730495.312500 Penalty: 4350.060547
	Iteration 15Q: 3 clusters Score -730495.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -730575.437500 Penalty: 4350.060547
	Iteration 16Q: 3 clusters Score -730575.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -730640.437500 Penalty: 4350.060547
	Iteration 17Q: 3 clusters Score -730640.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -730681.875000 Penalty: 4350.060547
	Iteration 18Q: 3 clusters Score -730681.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -730711.250000 Penalty: 4350.060547
	Iteration 19Q: 3 clusters Score -730711.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -730743.437500 Penalty: 4350.060547
	Iteration 20F: 3 clusters Score -730743.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -730765.937500 Penalty: 4350.060547
	Iteration 21Q: 3 clusters Score -730765.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -730788.187500 Penalty: 4350.060547
	Iteration 22Q: 3 clusters Score -730788.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -730810.562500 Penalty: 4350.060547
	Iteration 23Q: 3 clusters Score -730810.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -730831.000000 Penalty: 4350.060547
	Iteration 24Q: 3 clusters Score -730831 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -730859.062500 Penalty: 4350.060547
	Iteration 25Q: 3 clusters Score -730859.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -730886.437500 Penalty: 4350.060547
	Iteration 26Q: 3 clusters Score -730886.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -730918.062500 Penalty: 4350.060547
	Iteration 27Q: 3 clusters Score -730918.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -730936.187500 Penalty: 4350.060547
	Iteration 28Q: 3 clusters Score -730936.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -730952.250000 Penalty: 4350.060547
	Iteration 29Q: 3 clusters Score -730952.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -730965.750000 Penalty: 4350.060547
	Iteration 30Q: 3 clusters Score -730965.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -730983.437500 Penalty: 4350.060547
	Iteration 31Q: 3 clusters Score -730983.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -730997.687500 Penalty: 4350.060547
	Iteration 32Q: 3 clusters Score -730997.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -731011.750000 Penalty: 4350.060547
	Iteration 33Q: 3 clusters Score -731011.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -731023.187500 Penalty: 4350.060547
	Iteration 34Q: 3 clusters Score -731023.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -731032.937500 Penalty: 4350.060547
	Iteration 35Q: 3 clusters Score -731032.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -731048.000000 Penalty: 4350.060547
	Iteration 36Q: 3 clusters Score -731048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -731072.812500 Penalty: 4350.060547
	Iteration 37Q: 3 clusters Score -731072.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -731102.562500 Penalty: 4350.060547
	Iteration 38Q: 3 clusters Score -731102.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -731132.625000 Penalty: 4350.060547
	Iteration 39Q: 3 clusters Score -731132.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -731184.187500 Penalty: 4350.060547
	Iteration 40F: 3 clusters Score -731184.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -731230.562500 Penalty: 4350.060547
	Iteration 41Q: 3 clusters Score -731230.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -731269.000000 Penalty: 4350.060547
	Iteration 42Q: 3 clusters Score -731269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -731294.437500 Penalty: 4350.060547
	Iteration 43Q: 3 clusters Score -731294.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -731308.875000 Penalty: 4350.060547
	Iteration 44Q: 3 clusters Score -731308.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -731320.125000 Penalty: 4350.060547
	Iteration 45Q: 3 clusters Score -731320.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -731325.937500 Penalty: 4350.060547
	Iteration 46Q: 3 clusters Score -731325.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -731331.750000 Penalty: 4350.060547
	Iteration 47Q: 3 clusters Score -731331.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -731334.125000 Penalty: 4350.060547
	Iteration 48Q: 3 clusters Score -731334.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -731337.312500 Penalty: 4350.060547
	Iteration 49Q: 3 clusters Score -731337.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -731338.812500 Penalty: 4350.060547
	Iteration 50Q: 3 clusters Score -731338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -731339.000000 Penalty: 4350.060547
	Iteration 51Q: 3 clusters Score -731339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -731338.812500 Penalty: 4350.060547
	Iteration 52Q: 3 clusters Score -731338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -731340.500000 Penalty: 4350.060547
	Iteration 53Q: 3 clusters Score -731340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -731341.687500 Penalty: 4350.060547
	Iteration 54Q: 3 clusters Score -731341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -731342.625000 Penalty: 4350.060547
	Iteration 55Q: 3 clusters Score -731342.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -731344.437500 Penalty: 4350.060547
	Iteration 56Q: 3 clusters Score -731344.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -731345.437500 Penalty: 4350.060547
	Iteration 57Q: 3 clusters Score -731345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -731347.312500 Penalty: 4350.060547
	Iteration 58Q: 3 clusters Score -731347.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -731349.375000 Penalty: 4350.060547
	Iteration 59Q: 3 clusters Score -731349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -731350.125000 Penalty: 4350.060547
	Iteration 60F: 3 clusters Score -731350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -731349.000000 Penalty: 4350.060547
	Iteration 61Q: 3 clusters Score -731349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -731349.250000 Penalty: 4350.060547
	Iteration 62Q: 3 clusters Score -731349.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -731349.875000 Penalty: 4350.060547
	Iteration 63Q: 3 clusters Score -731349.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -731349.812500 Penalty: 4350.060547
	Iteration 64Q: 3 clusters Score -731349.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -731352.375000 Penalty: 4350.060547
	Iteration 65Q: 3 clusters Score -731352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -731352.687500 Penalty: 4350.060547
	Iteration 66Q: 3 clusters Score -731352.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -731355.375000 Penalty: 4350.060547
	Iteration 67Q: 3 clusters Score -731355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -731356.375000 Penalty: 4350.060547
	Iteration 68Q: 3 clusters Score -731356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -731356.750000 Penalty: 4350.060547
	Iteration 69Q: 3 clusters Score -731356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -731356.062500 Penalty: 4350.060547
	Iteration 70Q: 3 clusters Score -731356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -731356.000000 Penalty: 4350.060547
	Iteration 71Q: 3 clusters Score -731356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -731356.000000 Penalty: 4350.060547
	Iteration 72F: 3 clusters Score -731356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Entering Unmasked Estep 
Score: -430345.656250 Penalty: 2033.330811
	Iteration 0F: 2 clusters Score -430345.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -426716.062500 Penalty: 4066.661621
	Iteration 0F: 3 clusters Score -426716.1 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -427512.125000 Penalty: 4066.661621
	Iteration 1F: 3 clusters Score -427512.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -427752.312500 Penalty: 4066.661621
	Iteration 2F: 3 clusters Score -427752.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -427975.625000 Penalty: 4066.661621
	Iteration 3F: 3 clusters Score -427975.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -428248.500000 Penalty: 4066.661621
	Iteration 4F: 3 clusters Score -428248.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -428512.625000 Penalty: 4066.661621
	Iteration 5F: 3 clusters Score -428512.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -428801.375000 Penalty: 4066.661621
	Iteration 6F: 3 clusters Score -428801.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -429093.843750 Penalty: 4066.661621
	Iteration 7F: 3 clusters Score -429093.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -429364.843750 Penalty: 4066.661621
	Iteration 8F: 3 clusters Score -429364.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -429565.562500 Penalty: 4066.661621
	Iteration 9Q: 3 clusters Score -429565.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -429738.406250 Penalty: 4066.661621
	Iteration 10Q: 3 clusters Score -429738.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -429907.156250 Penalty: 4066.661621
	Iteration 11Q: 3 clusters Score -429907.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -430045.750000 Penalty: 4066.661621
	Iteration 12Q: 3 clusters Score -430045.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -430176.312500 Penalty: 4066.661621
	Iteration 13Q: 3 clusters Score -430176.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -430264.093750 Penalty: 4066.661621
	Iteration 14Q: 3 clusters Score -430264.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -430345.875000 Penalty: 4066.661621
	Iteration 15Q: 3 clusters Score -430345.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -430438.406250 Penalty: 4066.661621
	Iteration 16Q: 3 clusters Score -430438.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -430556.312500 Penalty: 4066.661621
	Iteration 17Q: 3 clusters Score -430556.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -430660.812500 Penalty: 4066.661621
	Iteration 18Q: 3 clusters Score -430660.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -430714.875000 Penalty: 4066.661621
	Iteration 19Q: 3 clusters Score -430714.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -430755.531250 Penalty: 4066.661621
	Iteration 20F: 3 clusters Score -430755.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -430778.437500 Penalty: 4066.661621
	Iteration 21Q: 3 clusters Score -430778.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -430793.531250 Penalty: 4066.661621
	Iteration 22Q: 3 clusters Score -430793.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -430804.812500 Penalty: 4066.661621
	Iteration 23Q: 3 clusters Score -430804.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -430810.343750 Penalty: 4066.661621
	Iteration 24Q: 3 clusters Score -430810.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -430817.656250 Penalty: 4066.661621
	Iteration 25Q: 3 clusters Score -430817.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -430823.593750 Penalty: 4066.661621
	Iteration 26Q: 3 clusters Score -430823.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -430828.437500 Penalty: 4066.661621
	Iteration 27Q: 3 clusters Score -430828.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -430834.656250 Penalty: 4066.661621
	Iteration 28Q: 3 clusters Score -430834.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -430838.437500 Penalty: 4066.661621
	Iteration 29Q: 3 clusters Score -430838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -430841.906250 Penalty: 4066.661621
	Iteration 30Q: 3 clusters Score -430841.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -430844.125000 Penalty: 4066.661621
	Iteration 31Q: 3 clusters Score -430844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -430845.750000 Penalty: 4066.661621
	Iteration 32Q: 3 clusters Score -430845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -430845.062500 Penalty: 4066.661621
	Iteration 33Q: 3 clusters Score -430845.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -430847.531250 Penalty: 4066.661621
	Iteration 34Q: 3 clusters Score -430847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -430850.343750 Penalty: 4066.661621
	Iteration 35Q: 3 clusters Score -430850.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -430850.375000 Penalty: 4066.661621
	Iteration 36Q: 3 clusters Score -430850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -430851.312500 Penalty: 4066.661621
	Iteration 37Q: 3 clusters Score -430851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -430851.968750 Penalty: 4066.661621
	Iteration 38Q: 3 clusters Score -430852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -430851.968750 Penalty: 4066.661621
	Iteration 39F: 3 clusters Score -430852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 2664 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 20337 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Mstep: Class 71 contains 12721 members 
Mstep: Class 72 contains 1251 members 
Entering Unmasked Estep 
Score: -154505056.000000 Penalty: 251554.453125
Splitting cluster 24 changes total score from -154499040.000000 to -154505056.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 25 (2895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Entering Unmasked Estep 
Score: -334559.500000 Penalty: 1976.743652
	Iteration 0F: 2 clusters Score -334559.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -331382.437500 Penalty: 3953.487305
	Iteration 0F: 3 clusters Score -331382.4 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -332034.093750 Penalty: 3953.487305
	Iteration 1F: 3 clusters Score -332034.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -332168.718750 Penalty: 3953.487305
	Iteration 2F: 3 clusters Score -332168.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -332262.687500 Penalty: 3953.487305
	Iteration 3Q: 3 clusters Score -332262.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -332338.531250 Penalty: 3953.487305
	Iteration 4Q: 3 clusters Score -332338.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -332406.843750 Penalty: 3953.487305
	Iteration 5Q: 3 clusters Score -332406.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -332489.812500 Penalty: 3953.487305
	Iteration 6Q: 3 clusters Score -332489.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -332580.281250 Penalty: 3953.487305
	Iteration 7Q: 3 clusters Score -332580.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -332696.250000 Penalty: 3953.487305
	Iteration 8Q: 3 clusters Score -332696.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -332839.437500 Penalty: 3953.487305
	Iteration 9Q: 3 clusters Score -332839.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -333004.406250 Penalty: 3953.487305
	Iteration 10Q: 3 clusters Score -333004.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -333136.843750 Penalty: 3953.487305
	Iteration 11Q: 3 clusters Score -333136.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -333240.781250 Penalty: 3953.487305
	Iteration 12Q: 3 clusters Score -333240.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -333316.031250 Penalty: 3953.487305
	Iteration 13Q: 3 clusters Score -333316 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -333371.468750 Penalty: 3953.487305
	Iteration 14Q: 3 clusters Score -333371.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -333397.343750 Penalty: 3953.487305
	Iteration 15Q: 3 clusters Score -333397.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -333414.437500 Penalty: 3953.487305
	Iteration 16Q: 3 clusters Score -333414.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -333430.968750 Penalty: 3953.487305
	Iteration 17Q: 3 clusters Score -333431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -333444.031250 Penalty: 3953.487305
	Iteration 18Q: 3 clusters Score -333444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -333449.218750 Penalty: 3953.487305
	Iteration 19Q: 3 clusters Score -333449.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -333454.250000 Penalty: 3953.487305
	Iteration 20F: 3 clusters Score -333454.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -333457.343750 Penalty: 3953.487305
	Iteration 21Q: 3 clusters Score -333457.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -333459.843750 Penalty: 3953.487305
	Iteration 22Q: 3 clusters Score -333459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -333460.562500 Penalty: 3953.487305
	Iteration 23Q: 3 clusters Score -333460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -333461.750000 Penalty: 3953.487305
	Iteration 24Q: 3 clusters Score -333461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -333462.250000 Penalty: 3953.487305
	Iteration 25Q: 3 clusters Score -333462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -333464.375000 Penalty: 3953.487305
	Iteration 26Q: 3 clusters Score -333464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -333465.343750 Penalty: 3953.487305
	Iteration 27Q: 3 clusters Score -333465.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -333466.656250 Penalty: 3953.487305
	Iteration 28Q: 3 clusters Score -333466.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -333469.125000 Penalty: 3953.487305
	Iteration 29Q: 3 clusters Score -333469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -333471.781250 Penalty: 3953.487305
	Iteration 30Q: 3 clusters Score -333471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -333472.656250 Penalty: 3953.487305
	Iteration 31Q: 3 clusters Score -333472.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -333474.406250 Penalty: 3953.487305
	Iteration 32Q: 3 clusters Score -333474.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -333475.375000 Penalty: 3953.487305
	Iteration 33Q: 3 clusters Score -333475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -333475.375000 Penalty: 3953.487305
	Iteration 34Q: 3 clusters Score -333475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -333475.375000 Penalty: 3953.487305
	Iteration 35F: 3 clusters Score -333475.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Entering Unmasked Estep 
Score: -563800.437500 Penalty: 2101.104492
	Iteration 0F: 2 clusters Score -563800.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -559545.562500 Penalty: 4202.208984
	Iteration 0F: 3 clusters Score -559545.6 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -560587.625000 Penalty: 4202.208984
	Iteration 1F: 3 clusters Score -560587.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -560878.500000 Penalty: 4202.208984
	Iteration 2F: 3 clusters Score -560878.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -561215.375000 Penalty: 4202.208984
	Iteration 3F: 3 clusters Score -561215.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -561706.125000 Penalty: 4202.208984
	Iteration 4F: 3 clusters Score -561706.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -562465.500000 Penalty: 4202.208984
	Iteration 5F: 3 clusters Score -562465.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -563969.250000 Penalty: 4202.208984
	Iteration 6F: 3 clusters Score -563969.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -564956.125000 Penalty: 4202.208984
	Iteration 7F: 3 clusters Score -564956.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -565266.875000 Penalty: 4202.208984
	Iteration 8Q: 3 clusters Score -565266.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -565484.937500 Penalty: 4202.208984
	Iteration 9Q: 3 clusters Score -565484.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -565658.125000 Penalty: 4202.208984
	Iteration 10Q: 3 clusters Score -565658.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -565883.562500 Penalty: 4202.208984
	Iteration 11Q: 3 clusters Score -565883.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -566043.750000 Penalty: 4202.208984
	Iteration 12Q: 3 clusters Score -566043.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -566107.125000 Penalty: 4202.208984
	Iteration 13Q: 3 clusters Score -566107.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -566127.937500 Penalty: 4202.208984
	Iteration 14Q: 3 clusters Score -566127.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -566131.562500 Penalty: 4202.208984
	Iteration 15Q: 3 clusters Score -566131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -566133.375000 Penalty: 4202.208984
	Iteration 16Q: 3 clusters Score -566133.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -566133.375000 Penalty: 4202.208984
	Iteration 17F: 3 clusters Score -566133.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 2664 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 20337 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Mstep: Class 71 contains 12721 members 
Mstep: Class 72 contains 1251 members 
Mstep: Class 73 contains 3346 members 
Entering Unmasked Estep 
Score: -154506224.000000 Penalty: 255048.265625
Splitting cluster 26 changes total score from -154499040.000000 to -154506224.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 27 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -732006.937500 Penalty: 2154.108887
	Iteration 0F: 2 clusters Score -732006.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -726970.812500 Penalty: 4308.217773
	Iteration 0F: 3 clusters Score -726970.8 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -728274.312500 Penalty: 4308.217773
	Iteration 1F: 3 clusters Score -728274.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -728553.375000 Penalty: 4308.217773
	Iteration 2F: 3 clusters Score -728553.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -728785.687500 Penalty: 4308.217773
	Iteration 3F: 3 clusters Score -728785.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -729040.000000 Penalty: 4308.217773
	Iteration 4F: 3 clusters Score -729040 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -729425.000000 Penalty: 4308.217773
	Iteration 5F: 3 clusters Score -729425 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -729967.250000 Penalty: 4308.217773
	Iteration 6F: 3 clusters Score -729967.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -730558.312500 Penalty: 4308.217773
	Iteration 7F: 3 clusters Score -730558.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -731210.500000 Penalty: 4308.217773
	Iteration 8F: 3 clusters Score -731210.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -731720.375000 Penalty: 4308.217773
	Iteration 9F: 3 clusters Score -731720.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -732186.812500 Penalty: 4308.217773
	Iteration 10F: 3 clusters Score -732186.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -732659.937500 Penalty: 4308.217773
	Iteration 11Q: 3 clusters Score -732659.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -732895.437500 Penalty: 4308.217773
	Iteration 12Q: 3 clusters Score -732895.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -732943.000000 Penalty: 4308.217773
	Iteration 13Q: 3 clusters Score -732943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -732970.937500 Penalty: 4308.217773
	Iteration 14Q: 3 clusters Score -732970.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -732998.375000 Penalty: 4308.217773
	Iteration 15Q: 3 clusters Score -732998.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -733014.750000 Penalty: 4308.217773
	Iteration 16Q: 3 clusters Score -733014.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -733030.250000 Penalty: 4308.217773
	Iteration 17Q: 3 clusters Score -733030.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -733040.500000 Penalty: 4308.217773
	Iteration 18Q: 3 clusters Score -733040.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -733056.562500 Penalty: 4308.217773
	Iteration 19Q: 3 clusters Score -733056.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -733063.375000 Penalty: 4308.217773
	Iteration 20F: 3 clusters Score -733063.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -733065.812500 Penalty: 4308.217773
	Iteration 21Q: 3 clusters Score -733065.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -733069.750000 Penalty: 4308.217773
	Iteration 22Q: 3 clusters Score -733069.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -733071.062500 Penalty: 4308.217773
	Iteration 23Q: 3 clusters Score -733071.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -733070.562500 Penalty: 4308.217773
	Iteration 24Q: 3 clusters Score -733070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -733071.875000 Penalty: 4308.217773
	Iteration 25Q: 3 clusters Score -733071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -733074.312500 Penalty: 4308.217773
	Iteration 26Q: 3 clusters Score -733074.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -733076.375000 Penalty: 4308.217773
	Iteration 27Q: 3 clusters Score -733076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -733074.625000 Penalty: 4308.217773
	Iteration 28Q: 3 clusters Score -733074.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -733077.812500 Penalty: 4308.217773
	Iteration 29Q: 3 clusters Score -733077.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -733077.562500 Penalty: 4308.217773
	Iteration 30Q: 3 clusters Score -733077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -733079.687500 Penalty: 4308.217773
	Iteration 31Q: 3 clusters Score -733079.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -733081.312500 Penalty: 4308.217773
	Iteration 32Q: 3 clusters Score -733081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -733082.625000 Penalty: 4308.217773
	Iteration 33Q: 3 clusters Score -733082.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -733085.625000 Penalty: 4308.217773
	Iteration 34Q: 3 clusters Score -733085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -733085.437500 Penalty: 4308.217773
	Iteration 35Q: 3 clusters Score -733085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -733085.000000 Penalty: 4308.217773
	Iteration 36Q: 3 clusters Score -733085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -733085.187500 Penalty: 4308.217773
	Iteration 37Q: 3 clusters Score -733085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -733086.937500 Penalty: 4308.217773
	Iteration 38Q: 3 clusters Score -733086.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -733086.937500 Penalty: 4308.217773
	Iteration 39F: 3 clusters Score -733086.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 2664 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 20337 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Mstep: Class 71 contains 12721 members 
Mstep: Class 72 contains 1251 members 
Mstep: Class 73 contains 3346 members 
Mstep: Class 74 contains 2124 members 
Entering Unmasked Estep 
Score: -154505920.000000 Penalty: 258542.078125
Splitting cluster 27 changes total score from -154499040.000000 to -154505920.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 28 (97116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97116 members 
Entering Unmasked Estep 
Score: -11793637.000000 Penalty: 2847.947998
	Iteration 0F: 2 clusters Score -1.179364e+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 48611 members 
Entering Unmasked Estep 
Score: -11728962.000000 Penalty: 5695.895996
	Iteration 0F: 3 clusters Score -1.172896e+07 nChanged 45830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -11754500.000000 Penalty: 5695.895996
	Iteration 1F: 3 clusters Score -1.17545e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -11755225.000000 Penalty: 5695.895996
	Iteration 2Q: 3 clusters Score -1.175522e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -11755759.000000 Penalty: 5695.895996
	Iteration 3Q: 3 clusters Score -1.175576e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -11756382.000000 Penalty: 5695.895996
	Iteration 4Q: 3 clusters Score -1.175638e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -11756961.000000 Penalty: 5695.895996
	Iteration 5Q: 3 clusters Score -1.175696e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -11757669.000000 Penalty: 5695.895996
	Iteration 6Q: 3 clusters Score -1.175767e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -11758309.000000 Penalty: 5695.895996
	Iteration 7Q: 3 clusters Score -1.175831e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -11759074.000000 Penalty: 5695.895996
	Iteration 8Q: 3 clusters Score -1.175907e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -11760051.000000 Penalty: 5695.895996
	Iteration 9Q: 3 clusters Score -1.176005e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -11761426.000000 Penalty: 5695.895996
	Iteration 10Q: 3 clusters Score -1.176143e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -11763108.000000 Penalty: 5695.895996
	Iteration 11Q: 3 clusters Score -1.176311e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -11765167.000000 Penalty: 5695.895996
	Iteration 12Q: 3 clusters Score -1.176517e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -11767568.000000 Penalty: 5695.895996
	Iteration 13Q: 3 clusters Score -1.176757e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -11770711.000000 Penalty: 5695.895996
	Iteration 14Q: 3 clusters Score -1.177071e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -11773862.000000 Penalty: 5695.895996
	Iteration 15Q: 3 clusters Score -1.177386e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -11775876.000000 Penalty: 5695.895996
	Iteration 16Q: 3 clusters Score -1.177588e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -11776828.000000 Penalty: 5695.895996
	Iteration 17Q: 3 clusters Score -1.177683e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -11777285.000000 Penalty: 5695.895996
	Iteration 18Q: 3 clusters Score -1.177728e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -11777573.000000 Penalty: 5695.895996
	Iteration 19Q: 3 clusters Score -1.177757e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -11777913.000000 Penalty: 5695.895996
	Iteration 20F: 3 clusters Score -1.177791e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -11778315.000000 Penalty: 5695.895996
	Iteration 21Q: 3 clusters Score -1.177832e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -11778701.000000 Penalty: 5695.895996
	Iteration 22Q: 3 clusters Score -1.17787e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -11779060.000000 Penalty: 5695.895996
	Iteration 23Q: 3 clusters Score -1.177906e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -11779477.000000 Penalty: 5695.895996
	Iteration 24Q: 3 clusters Score -1.177948e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -11779948.000000 Penalty: 5695.895996
	Iteration 25Q: 3 clusters Score -1.177995e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -11780478.000000 Penalty: 5695.895996
	Iteration 26Q: 3 clusters Score -1.178048e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -11780902.000000 Penalty: 5695.895996
	Iteration 27Q: 3 clusters Score -1.17809e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -11781385.000000 Penalty: 5695.895996
	Iteration 28Q: 3 clusters Score -1.178138e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -11781998.000000 Penalty: 5695.895996
	Iteration 29Q: 3 clusters Score -1.1782e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -11782609.000000 Penalty: 5695.895996
	Iteration 30Q: 3 clusters Score -1.178261e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -11783173.000000 Penalty: 5695.895996
	Iteration 31Q: 3 clusters Score -1.178317e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -11783798.000000 Penalty: 5695.895996
	Iteration 32Q: 3 clusters Score -1.17838e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -11784391.000000 Penalty: 5695.895996
	Iteration 33Q: 3 clusters Score -1.178439e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -11785099.000000 Penalty: 5695.895996
	Iteration 34Q: 3 clusters Score -1.17851e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -11785778.000000 Penalty: 5695.895996
	Iteration 35Q: 3 clusters Score -1.178578e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88171 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -11786567.000000 Penalty: 5695.895996
	Iteration 36Q: 3 clusters Score -1.178657e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89711 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -11787441.000000 Penalty: 5695.895996
	Iteration 37Q: 3 clusters Score -1.178744e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91160 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -11788328.000000 Penalty: 5695.895996
	Iteration 38Q: 3 clusters Score -1.178833e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92392 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -11789040.000000 Penalty: 5695.895996
	Iteration 39Q: 3 clusters Score -1.178904e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -11789630.000000 Penalty: 5695.895996
	Iteration 40F: 3 clusters Score -1.178963e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94149 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -11790101.000000 Penalty: 5695.895996
	Iteration 41Q: 3 clusters Score -1.17901e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94773 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -11790452.000000 Penalty: 5695.895996
	Iteration 42Q: 3 clusters Score -1.179045e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -11790718.000000 Penalty: 5695.895996
	Iteration 43Q: 3 clusters Score -1.179072e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95541 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -11790897.000000 Penalty: 5695.895996
	Iteration 44Q: 3 clusters Score -1.17909e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11791051.000000 Penalty: 5695.895996
	Iteration 45Q: 3 clusters Score -1.179105e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95920 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11791176.000000 Penalty: 5695.895996
	Iteration 46Q: 3 clusters Score -1.179118e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11791266.000000 Penalty: 5695.895996
	Iteration 47Q: 3 clusters Score -1.179127e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96109 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11791332.000000 Penalty: 5695.895996
	Iteration 48Q: 3 clusters Score -1.179133e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96174 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -11791365.000000 Penalty: 5695.895996
	Iteration 49Q: 3 clusters Score -1.179136e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96216 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11791390.000000 Penalty: 5695.895996
	Iteration 50Q: 3 clusters Score -1.179139e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11791390.000000 Penalty: 5695.895996
	Iteration 51Q: 3 clusters Score -1.179139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96261 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11791403.000000 Penalty: 5695.895996
	Iteration 52Q: 3 clusters Score -1.17914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96273 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11791416.000000 Penalty: 5695.895996
	Iteration 53Q: 3 clusters Score -1.179142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11791415.000000 Penalty: 5695.895996
	Iteration 54Q: 3 clusters Score -1.179142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96289 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11791419.000000 Penalty: 5695.895996
	Iteration 55Q: 3 clusters Score -1.179142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11791406.000000 Penalty: 5695.895996
	Iteration 56Q: 3 clusters Score -1.179141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11791416.000000 Penalty: 5695.895996
	Iteration 57Q: 3 clusters Score -1.179142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11791417.000000 Penalty: 5695.895996
	Iteration 58Q: 3 clusters Score -1.179142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96291 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11791407.000000 Penalty: 5695.895996
	Iteration 59Q: 3 clusters Score -1.179141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11791411.000000 Penalty: 5695.895996
	Iteration 60F: 3 clusters Score -1.179141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96291 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11791400.000000 Penalty: 5695.895996
	Iteration 61Q: 3 clusters Score -1.17914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96291 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11791400.000000 Penalty: 5695.895996
	Iteration 62F: 3 clusters Score -1.17914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -409759.718750 Penalty: 1956.120850
	Iteration 0F: 2 clusters Score -409759.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -406797.437500 Penalty: 3912.241699
	Iteration 0F: 3 clusters Score -406797.4 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -407593.125000 Penalty: 3912.241699
	Iteration 1F: 3 clusters Score -407593.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -407993.281250 Penalty: 3912.241699
	Iteration 2F: 3 clusters Score -407993.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -408382.312500 Penalty: 3912.241699
	Iteration 3F: 3 clusters Score -408382.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -408780.906250 Penalty: 3912.241699
	Iteration 4F: 3 clusters Score -408780.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -409119.562500 Penalty: 3912.241699
	Iteration 5F: 3 clusters Score -409119.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -409319.968750 Penalty: 3912.241699
	Iteration 6F: 3 clusters Score -409320 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -409419.781250 Penalty: 3912.241699
	Iteration 7Q: 3 clusters Score -409419.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -409485.312500 Penalty: 3912.241699
	Iteration 8Q: 3 clusters Score -409485.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -409557.843750 Penalty: 3912.241699
	Iteration 9Q: 3 clusters Score -409557.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -409630.093750 Penalty: 3912.241699
	Iteration 10Q: 3 clusters Score -409630.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -409715.343750 Penalty: 3912.241699
	Iteration 11Q: 3 clusters Score -409715.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -409784.031250 Penalty: 3912.241699
	Iteration 12Q: 3 clusters Score -409784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -409836.031250 Penalty: 3912.241699
	Iteration 13Q: 3 clusters Score -409836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -409861.156250 Penalty: 3912.241699
	Iteration 14Q: 3 clusters Score -409861.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -409872.531250 Penalty: 3912.241699
	Iteration 15Q: 3 clusters Score -409872.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -409877.250000 Penalty: 3912.241699
	Iteration 16Q: 3 clusters Score -409877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -409879.156250 Penalty: 3912.241699
	Iteration 17Q: 3 clusters Score -409879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -409879.531250 Penalty: 3912.241699
	Iteration 18Q: 3 clusters Score -409879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -409884.875000 Penalty: 3912.241699
	Iteration 19F: 3 clusters Score -409884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -409891.000000 Penalty: 3912.241699
	Iteration 20F: 3 clusters Score -409891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -409895.812500 Penalty: 3912.241699
	Iteration 21Q: 3 clusters Score -409895.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -409899.625000 Penalty: 3912.241699
	Iteration 22Q: 3 clusters Score -409899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -409911.625000 Penalty: 3912.241699
	Iteration 23Q: 3 clusters Score -409911.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -409916.562500 Penalty: 3912.241699
	Iteration 24Q: 3 clusters Score -409916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -409917.875000 Penalty: 3912.241699
	Iteration 25Q: 3 clusters Score -409917.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -409919.062500 Penalty: 3912.241699
	Iteration 26Q: 3 clusters Score -409919.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -409921.343750 Penalty: 3912.241699
	Iteration 27Q: 3 clusters Score -409921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -409923.343750 Penalty: 3912.241699
	Iteration 28Q: 3 clusters Score -409923.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -409926.468750 Penalty: 3912.241699
	Iteration 29Q: 3 clusters Score -409926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -409927.718750 Penalty: 3912.241699
	Iteration 30Q: 3 clusters Score -409927.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -409928.468750 Penalty: 3912.241699
	Iteration 31Q: 3 clusters Score -409928.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -409928.468750 Penalty: 3912.241699
	Iteration 32F: 3 clusters Score -409928.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 4870 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 20337 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Mstep: Class 71 contains 12721 members 
Mstep: Class 72 contains 1251 members 
Mstep: Class 73 contains 3346 members 
Mstep: Class 74 contains 2124 members 
Mstep: Class 75 contains 1297 members 
Entering Unmasked Estep 
Score: -154504416.000000 Penalty: 262035.890625
Splitting cluster 29 changes total score from -154499040.000000 to -154504416.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 30 (4870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Entering Unmasked Estep 
Score: -484642.187500 Penalty: 2105.730713
	Iteration 0F: 2 clusters Score -484642.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -480256.000000 Penalty: 4211.461426
	Iteration 0F: 3 clusters Score -480256 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -481897.375000 Penalty: 4211.461426
	Iteration 1F: 3 clusters Score -481897.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -482742.343750 Penalty: 4211.461426
	Iteration 2F: 3 clusters Score -482742.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -483504.531250 Penalty: 4211.461426
	Iteration 3F: 3 clusters Score -483504.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -484008.781250 Penalty: 4211.461426
	Iteration 4F: 3 clusters Score -484008.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -484304.875000 Penalty: 4211.461426
	Iteration 5F: 3 clusters Score -484304.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -484466.906250 Penalty: 4211.461426
	Iteration 6Q: 3 clusters Score -484466.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -484546.000000 Penalty: 4211.461426
	Iteration 7Q: 3 clusters Score -484546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -484590.750000 Penalty: 4211.461426
	Iteration 8Q: 3 clusters Score -484590.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -484615.750000 Penalty: 4211.461426
	Iteration 9Q: 3 clusters Score -484615.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -484634.906250 Penalty: 4211.461426
	Iteration 10Q: 3 clusters Score -484634.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -484649.031250 Penalty: 4211.461426
	Iteration 11Q: 3 clusters Score -484649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -484661.125000 Penalty: 4211.461426
	Iteration 12Q: 3 clusters Score -484661.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -484672.031250 Penalty: 4211.461426
	Iteration 13Q: 3 clusters Score -484672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -484677.656250 Penalty: 4211.461426
	Iteration 14Q: 3 clusters Score -484677.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -484682.875000 Penalty: 4211.461426
	Iteration 15Q: 3 clusters Score -484682.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -484688.906250 Penalty: 4211.461426
	Iteration 16Q: 3 clusters Score -484688.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -484700.250000 Penalty: 4211.461426
	Iteration 17Q: 3 clusters Score -484700.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -484709.187500 Penalty: 4211.461426
	Iteration 18Q: 3 clusters Score -484709.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -484719.125000 Penalty: 4211.461426
	Iteration 19Q: 3 clusters Score -484719.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -484726.906250 Penalty: 4211.461426
	Iteration 20F: 3 clusters Score -484726.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -484735.718750 Penalty: 4211.461426
	Iteration 21Q: 3 clusters Score -484735.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -484746.218750 Penalty: 4211.461426
	Iteration 22Q: 3 clusters Score -484746.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -484760.312500 Penalty: 4211.461426
	Iteration 23Q: 3 clusters Score -484760.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -484775.875000 Penalty: 4211.461426
	Iteration 24Q: 3 clusters Score -484775.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -484792.031250 Penalty: 4211.461426
	Iteration 25Q: 3 clusters Score -484792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -484822.250000 Penalty: 4211.461426
	Iteration 26Q: 3 clusters Score -484822.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -484871.843750 Penalty: 4211.461426
	Iteration 27Q: 3 clusters Score -484871.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -484956.937500 Penalty: 4211.461426
	Iteration 28Q: 3 clusters Score -484956.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -485080.156250 Penalty: 4211.461426
	Iteration 29Q: 3 clusters Score -485080.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -485168.906250 Penalty: 4211.461426
	Iteration 30Q: 3 clusters Score -485168.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -485198.781250 Penalty: 4211.461426
	Iteration 31Q: 3 clusters Score -485198.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -485213.468750 Penalty: 4211.461426
	Iteration 32Q: 3 clusters Score -485213.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -485223.875000 Penalty: 4211.461426
	Iteration 33Q: 3 clusters Score -485223.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -485230.125000 Penalty: 4211.461426
	Iteration 34Q: 3 clusters Score -485230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -485232.500000 Penalty: 4211.461426
	Iteration 35Q: 3 clusters Score -485232.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -485233.281250 Penalty: 4211.461426
	Iteration 36Q: 3 clusters Score -485233.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -485234.500000 Penalty: 4211.461426
	Iteration 37Q: 3 clusters Score -485234.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -485235.343750 Penalty: 4211.461426
	Iteration 38Q: 3 clusters Score -485235.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -485235.343750 Penalty: 4211.461426
	Iteration 39F: 3 clusters Score -485235.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 20337 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Mstep: Class 71 contains 12721 members 
Mstep: Class 72 contains 1251 members 
Mstep: Class 73 contains 3346 members 
Mstep: Class 74 contains 2124 members 
Mstep: Class 75 contains 1297 members 
Mstep: Class 76 contains 2747 members 
Entering Unmasked Estep 
Score: -154503472.000000 Penalty: 265529.687500
Splitting cluster 30 changes total score from -154499040.000000 to -154503472.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 31 (19465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Entering Unmasked Estep 
Score: -2328145.750000 Penalty: 2449.340576
	Iteration 0F: 2 clusters Score -2328146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2314432.750000 Penalty: 4898.681152
	Iteration 0F: 3 clusters Score -2314433 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2319475.250000 Penalty: 4898.681152
	Iteration 1F: 3 clusters Score -2319475 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2320359.000000 Penalty: 4898.681152
	Iteration 2F: 3 clusters Score -2320359 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2321403.750000 Penalty: 4898.681152
	Iteration 3F: 3 clusters Score -2321404 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2322430.500000 Penalty: 4898.681152
	Iteration 4F: 3 clusters Score -2322430 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2323337.750000 Penalty: 4898.681152
	Iteration 5F: 3 clusters Score -2323338 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2324000.500000 Penalty: 4898.681152
	Iteration 6F: 3 clusters Score -2324000 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2324401.250000 Penalty: 4898.681152
	Iteration 7Q: 3 clusters Score -2324401 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2324618.750000 Penalty: 4898.681152
	Iteration 8Q: 3 clusters Score -2324619 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2324780.250000 Penalty: 4898.681152
	Iteration 9Q: 3 clusters Score -2324780 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2324895.000000 Penalty: 4898.681152
	Iteration 10Q: 3 clusters Score -2324895 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2325001.250000 Penalty: 4898.681152
	Iteration 11Q: 3 clusters Score -2325001 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2325094.750000 Penalty: 4898.681152
	Iteration 12Q: 3 clusters Score -2325095 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2325168.500000 Penalty: 4898.681152
	Iteration 13Q: 3 clusters Score -2325168 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2325240.500000 Penalty: 4898.681152
	Iteration 14Q: 3 clusters Score -2325240 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2325314.000000 Penalty: 4898.681152
	Iteration 15Q: 3 clusters Score -2325314 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2325378.000000 Penalty: 4898.681152
	Iteration 16Q: 3 clusters Score -2325378 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2325471.250000 Penalty: 4898.681152
	Iteration 17Q: 3 clusters Score -2325471 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2325556.250000 Penalty: 4898.681152
	Iteration 18Q: 3 clusters Score -2325556 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2325643.000000 Penalty: 4898.681152
	Iteration 19Q: 3 clusters Score -2325643 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2325732.250000 Penalty: 4898.681152
	Iteration 20F: 3 clusters Score -2325732 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2325829.000000 Penalty: 4898.681152
	Iteration 21Q: 3 clusters Score -2325829 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2325917.250000 Penalty: 4898.681152
	Iteration 22Q: 3 clusters Score -2325917 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2326026.500000 Penalty: 4898.681152
	Iteration 23Q: 3 clusters Score -2326026 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2326131.750000 Penalty: 4898.681152
	Iteration 24Q: 3 clusters Score -2326132 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2326234.750000 Penalty: 4898.681152
	Iteration 25Q: 3 clusters Score -2326235 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2326319.250000 Penalty: 4898.681152
	Iteration 26Q: 3 clusters Score -2326319 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2326384.000000 Penalty: 4898.681152
	Iteration 27Q: 3 clusters Score -2326384 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2326420.250000 Penalty: 4898.681152
	Iteration 28Q: 3 clusters Score -2326420 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2326457.000000 Penalty: 4898.681152
	Iteration 29Q: 3 clusters Score -2326457 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2326487.250000 Penalty: 4898.681152
	Iteration 30Q: 3 clusters Score -2326487 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2326508.500000 Penalty: 4898.681152
	Iteration 31Q: 3 clusters Score -2326508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2326529.250000 Penalty: 4898.681152
	Iteration 32Q: 3 clusters Score -2326529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2326558.000000 Penalty: 4898.681152
	Iteration 33Q: 3 clusters Score -2326558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2326558.500000 Penalty: 4898.681152
	Iteration 34Q: 3 clusters Score -2326558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2326568.500000 Penalty: 4898.681152
	Iteration 35Q: 3 clusters Score -2326568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2326574.000000 Penalty: 4898.681152
	Iteration 36Q: 3 clusters Score -2326574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2326576.250000 Penalty: 4898.681152
	Iteration 37Q: 3 clusters Score -2326576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2326575.500000 Penalty: 4898.681152
	Iteration 38Q: 3 clusters Score -2326576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2326575.500000 Penalty: 4898.681152
	Iteration 39Q: 3 clusters Score -2326576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2326580.500000 Penalty: 4898.681152
	Iteration 40F: 3 clusters Score -2326580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2326587.250000 Penalty: 4898.681152
	Iteration 41Q: 3 clusters Score -2326587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2326586.750000 Penalty: 4898.681152
	Iteration 42Q: 3 clusters Score -2326587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2326589.500000 Penalty: 4898.681152
	Iteration 43Q: 3 clusters Score -2326590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2326588.750000 Penalty: 4898.681152
	Iteration 44Q: 3 clusters Score -2326589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2326589.750000 Penalty: 4898.681152
	Iteration 45Q: 3 clusters Score -2326590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2326585.750000 Penalty: 4898.681152
	Iteration 46Q: 3 clusters Score -2326586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2326585.000000 Penalty: 4898.681152
	Iteration 47Q: 3 clusters Score -2326585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2326584.750000 Penalty: 4898.681152
	Iteration 48Q: 3 clusters Score -2326585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2326584.750000 Penalty: 4898.681152
	Iteration 49F: 3 clusters Score -2326585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Entering Unmasked Estep 
Score: -203431.140625 Penalty: 1850.629272
	Iteration 0F: 2 clusters Score -203431.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -201000.656250 Penalty: 3701.258545
	Iteration 0F: 3 clusters Score -201000.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -201420.953125 Penalty: 3701.258545
	Iteration 1F: 3 clusters Score -201421 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -201573.656250 Penalty: 3701.258545
	Iteration 2F: 3 clusters Score -201573.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -201642.921875 Penalty: 3701.258545
	Iteration 3Q: 3 clusters Score -201642.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -201686.328125 Penalty: 3701.258545
	Iteration 4Q: 3 clusters Score -201686.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -201719.484375 Penalty: 3701.258545
	Iteration 5Q: 3 clusters Score -201719.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -201742.234375 Penalty: 3701.258545
	Iteration 6Q: 3 clusters Score -201742.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -201780.640625 Penalty: 3701.258545
	Iteration 7Q: 3 clusters Score -201780.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -201812.875000 Penalty: 3701.258545
	Iteration 8Q: 3 clusters Score -201812.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -201833.421875 Penalty: 3701.258545
	Iteration 9Q: 3 clusters Score -201833.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -201851.781250 Penalty: 3701.258545
	Iteration 10Q: 3 clusters Score -201851.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -201876.375000 Penalty: 3701.258545
	Iteration 11Q: 3 clusters Score -201876.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -201887.328125 Penalty: 3701.258545
	Iteration 12Q: 3 clusters Score -201887.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -201907.296875 Penalty: 3701.258545
	Iteration 13Q: 3 clusters Score -201907.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -201917.343750 Penalty: 3701.258545
	Iteration 14Q: 3 clusters Score -201917.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -201928.343750 Penalty: 3701.258545
	Iteration 15Q: 3 clusters Score -201928.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -201938.921875 Penalty: 3701.258545
	Iteration 16Q: 3 clusters Score -201938.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -201944.578125 Penalty: 3701.258545
	Iteration 17Q: 3 clusters Score -201944.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -201953.359375 Penalty: 3701.258545
	Iteration 18Q: 3 clusters Score -201953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -201958.046875 Penalty: 3701.258545
	Iteration 19Q: 3 clusters Score -201958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -201960.156250 Penalty: 3701.258545
	Iteration 20F: 3 clusters Score -201960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -201960.984375 Penalty: 3701.258545
	Iteration 21Q: 3 clusters Score -201961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -201960.984375 Penalty: 3701.258545
	Iteration 22F: 3 clusters Score -201961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -55046.968750 Penalty: 1463.174561
	Iteration 0F: 2 clusters Score -55046.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -53662.574219 Penalty: 2926.349121
	Iteration 0F: 3 clusters Score -53662.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53767.765625 Penalty: 2926.349121
	Iteration 1F: 3 clusters Score -53767.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53816.750000 Penalty: 2926.349121
	Iteration 2Q: 3 clusters Score -53816.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53846.218750 Penalty: 2926.349121
	Iteration 3Q: 3 clusters Score -53846.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53885.445312 Penalty: 2926.349121
	Iteration 4Q: 3 clusters Score -53885.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53910.062500 Penalty: 2926.349121
	Iteration 5Q: 3 clusters Score -53910.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53958.039062 Penalty: 2926.349121
	Iteration 6Q: 3 clusters Score -53958.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54048.125000 Penalty: 2926.349121
	Iteration 7Q: 3 clusters Score -54048.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54045.359375 Penalty: 2926.349121
	Iteration 8Q: 3 clusters Score -54045.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54057.957031 Penalty: 2926.349121
	Iteration 9Q: 3 clusters Score -54057.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54066.449219 Penalty: 2926.349121
	Iteration 10Q: 3 clusters Score -54066.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54113.542969 Penalty: 2926.349121
	Iteration 11Q: 3 clusters Score -54113.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54267.796875 Penalty: 2926.349121
	Iteration 12Q: 3 clusters Score -54267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54368.027344 Penalty: 2926.349121
	Iteration 13Q: 3 clusters Score -54368.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54411.792969 Penalty: 2926.349121
	Iteration 14Q: 3 clusters Score -54411.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54432.574219 Penalty: 2926.349121
	Iteration 15Q: 3 clusters Score -54432.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54472.070312 Penalty: 2926.349121
	Iteration 16Q: 3 clusters Score -54472.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54526.679688 Penalty: 2926.349121
	Iteration 17Q: 3 clusters Score -54526.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54581.984375 Penalty: 2926.349121
	Iteration 18Q: 3 clusters Score -54581.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54608.703125 Penalty: 2926.349121
	Iteration 19Q: 3 clusters Score -54608.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54630.804688 Penalty: 2926.349121
	Iteration 20F: 3 clusters Score -54630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54651.839844 Penalty: 2926.349121
	Iteration 21Q: 3 clusters Score -54651.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54669.148438 Penalty: 2926.349121
	Iteration 22Q: 3 clusters Score -54669.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54683.968750 Penalty: 2926.349121
	Iteration 23Q: 3 clusters Score -54683.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54683.968750 Penalty: 2926.349121
	Iteration 24F: 3 clusters Score -54683.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Entering Unmasked Estep 
Score: -1121651.000000 Penalty: 2295.270264
	Iteration 0F: 2 clusters Score -1121651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1113736.125000 Penalty: 4590.540527
	Iteration 0F: 3 clusters Score -1113736 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1116398.500000 Penalty: 4590.540527
	Iteration 1F: 3 clusters Score -1116398 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1116961.625000 Penalty: 4590.540527
	Iteration 2F: 3 clusters Score -1116962 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1117395.000000 Penalty: 4590.540527
	Iteration 3F: 3 clusters Score -1117395 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1117802.000000 Penalty: 4590.540527
	Iteration 4F: 3 clusters Score -1117802 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1118129.375000 Penalty: 4590.540527
	Iteration 5F: 3 clusters Score -1118129 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1118426.750000 Penalty: 4590.540527
	Iteration 6Q: 3 clusters Score -1118427 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1118678.000000 Penalty: 4590.540527
	Iteration 7Q: 3 clusters Score -1118678 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1118876.750000 Penalty: 4590.540527
	Iteration 8Q: 3 clusters Score -1118877 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1119040.125000 Penalty: 4590.540527
	Iteration 9Q: 3 clusters Score -1119040 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1119185.000000 Penalty: 4590.540527
	Iteration 10Q: 3 clusters Score -1119185 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1119307.875000 Penalty: 4590.540527
	Iteration 11Q: 3 clusters Score -1119308 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1119407.625000 Penalty: 4590.540527
	Iteration 12Q: 3 clusters Score -1119408 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1119485.750000 Penalty: 4590.540527
	Iteration 13Q: 3 clusters Score -1119486 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1119558.875000 Penalty: 4590.540527
	Iteration 14Q: 3 clusters Score -1119559 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1119619.375000 Penalty: 4590.540527
	Iteration 15Q: 3 clusters Score -1119619 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1119695.750000 Penalty: 4590.540527
	Iteration 16Q: 3 clusters Score -1119696 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1119788.250000 Penalty: 4590.540527
	Iteration 17Q: 3 clusters Score -1119788 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1119896.250000 Penalty: 4590.540527
	Iteration 18Q: 3 clusters Score -1119896 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1119983.875000 Penalty: 4590.540527
	Iteration 19Q: 3 clusters Score -1119984 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1120037.375000 Penalty: 4590.540527
	Iteration 20F: 3 clusters Score -1120037 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1120076.000000 Penalty: 4590.540527
	Iteration 21Q: 3 clusters Score -1120076 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1120099.750000 Penalty: 4590.540527
	Iteration 22Q: 3 clusters Score -1120100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1120111.000000 Penalty: 4590.540527
	Iteration 23Q: 3 clusters Score -1120111 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1120127.875000 Penalty: 4590.540527
	Iteration 24Q: 3 clusters Score -1120128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1120133.875000 Penalty: 4590.540527
	Iteration 25Q: 3 clusters Score -1120134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1120146.000000 Penalty: 4590.540527
	Iteration 26Q: 3 clusters Score -1120146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1120154.125000 Penalty: 4590.540527
	Iteration 27Q: 3 clusters Score -1120154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1120158.875000 Penalty: 4590.540527
	Iteration 28Q: 3 clusters Score -1120159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1120163.625000 Penalty: 4590.540527
	Iteration 29Q: 3 clusters Score -1120164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1120172.125000 Penalty: 4590.540527
	Iteration 30Q: 3 clusters Score -1120172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1120184.750000 Penalty: 4590.540527
	Iteration 31Q: 3 clusters Score -1120185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1120186.250000 Penalty: 4590.540527
	Iteration 32Q: 3 clusters Score -1120186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1120193.875000 Penalty: 4590.540527
	Iteration 33Q: 3 clusters Score -1120194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1120195.250000 Penalty: 4590.540527
	Iteration 34Q: 3 clusters Score -1120195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1120198.750000 Penalty: 4590.540527
	Iteration 35Q: 3 clusters Score -1120199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1120200.750000 Penalty: 4590.540527
	Iteration 36Q: 3 clusters Score -1120201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1120202.125000 Penalty: 4590.540527
	Iteration 37Q: 3 clusters Score -1120202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1120199.375000 Penalty: 4590.540527
	Iteration 38Q: 3 clusters Score -1120199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1120200.250000 Penalty: 4590.540527
	Iteration 39Q: 3 clusters Score -1120200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1120203.250000 Penalty: 4590.540527
	Iteration 40F: 3 clusters Score -1120203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1120206.125000 Penalty: 4590.540527
	Iteration 41Q: 3 clusters Score -1120206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1120207.375000 Penalty: 4590.540527
	Iteration 42Q: 3 clusters Score -1120207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1120206.125000 Penalty: 4590.540527
	Iteration 43Q: 3 clusters Score -1120206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1120206.125000 Penalty: 4590.540527
	Iteration 44F: 3 clusters Score -1120206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (42806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Entering Unmasked Estep 
Score: -5175614.500000 Penalty: 2644.779541
	Iteration 0F: 2 clusters Score -5175614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -5146490.500000 Penalty: 5289.559082
	Iteration 0F: 3 clusters Score -5146490 nChanged 19693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -5157460.000000 Penalty: 5289.559082
	Iteration 1F: 3 clusters Score -5157460 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -5158046.500000 Penalty: 5289.559082
	Iteration 2Q: 3 clusters Score -5158046 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -5158609.500000 Penalty: 5289.559082
	Iteration 3Q: 3 clusters Score -5158610 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -5159273.000000 Penalty: 5289.559082
	Iteration 4Q: 3 clusters Score -5159273 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -5160307.500000 Penalty: 5289.559082
	Iteration 5Q: 3 clusters Score -5160308 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -5161749.000000 Penalty: 5289.559082
	Iteration 6F: 3 clusters Score -5161749 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -5163713.500000 Penalty: 5289.559082
	Iteration 7F: 3 clusters Score -5163714 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -5166053.000000 Penalty: 5289.559082
	Iteration 8F: 3 clusters Score -5166053 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -5168310.500000 Penalty: 5289.559082
	Iteration 9F: 3 clusters Score -5168310 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -5170286.000000 Penalty: 5289.559082
	Iteration 10Q: 3 clusters Score -5170286 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -5171749.000000 Penalty: 5289.559082
	Iteration 11Q: 3 clusters Score -5171749 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -5172674.500000 Penalty: 5289.559082
	Iteration 12Q: 3 clusters Score -5172674 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -5173187.000000 Penalty: 5289.559082
	Iteration 13Q: 3 clusters Score -5173187 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -5173449.500000 Penalty: 5289.559082
	Iteration 14Q: 3 clusters Score -5173450 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -5173598.500000 Penalty: 5289.559082
	Iteration 15Q: 3 clusters Score -5173598 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -5173685.000000 Penalty: 5289.559082
	Iteration 16Q: 3 clusters Score -5173685 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -5173767.500000 Penalty: 5289.559082
	Iteration 17Q: 3 clusters Score -5173768 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -5173837.500000 Penalty: 5289.559082
	Iteration 18Q: 3 clusters Score -5173838 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -5173912.000000 Penalty: 5289.559082
	Iteration 19Q: 3 clusters Score -5173912 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -5173962.000000 Penalty: 5289.559082
	Iteration 20F: 3 clusters Score -5173962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -5173987.500000 Penalty: 5289.559082
	Iteration 21Q: 3 clusters Score -5173988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -5174014.500000 Penalty: 5289.559082
	Iteration 22Q: 3 clusters Score -5174014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -5174025.500000 Penalty: 5289.559082
	Iteration 23Q: 3 clusters Score -5174026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -5174037.000000 Penalty: 5289.559082
	Iteration 24Q: 3 clusters Score -5174037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5174037.000000 Penalty: 5289.559082
	Iteration 25Q: 3 clusters Score -5174037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -5174055.000000 Penalty: 5289.559082
	Iteration 26Q: 3 clusters Score -5174055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -5174057.000000 Penalty: 5289.559082
	Iteration 27Q: 3 clusters Score -5174057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -5174063.500000 Penalty: 5289.559082
	Iteration 28Q: 3 clusters Score -5174064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -5174060.000000 Penalty: 5289.559082
	Iteration 29Q: 3 clusters Score -5174060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -5174067.500000 Penalty: 5289.559082
	Iteration 30Q: 3 clusters Score -5174068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -5174073.000000 Penalty: 5289.559082
	Iteration 31Q: 3 clusters Score -5174073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -5174077.000000 Penalty: 5289.559082
	Iteration 32Q: 3 clusters Score -5174077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -5174072.500000 Penalty: 5289.559082
	Iteration 33Q: 3 clusters Score -5174072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -5174073.500000 Penalty: 5289.559082
	Iteration 34Q: 3 clusters Score -5174074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -5174077.000000 Penalty: 5289.559082
	Iteration 35Q: 3 clusters Score -5174077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -5174077.000000 Penalty: 5289.559082
	Iteration 36F: 3 clusters Score -5174077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (92210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92210 members 
Entering Unmasked Estep 
Score: -11298456.000000 Penalty: 2835.092285
	Iteration 0F: 2 clusters Score -1.129846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -11236917.000000 Penalty: 5670.184570
	Iteration 0F: 3 clusters Score -1.123692e+07 nChanged 43504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -11261877.000000 Penalty: 5670.184570
	Iteration 1F: 3 clusters Score -1.126188e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -11263376.000000 Penalty: 5670.184570
	Iteration 2Q: 3 clusters Score -1.126338e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -11266166.000000 Penalty: 5670.184570
	Iteration 3F: 3 clusters Score -1.126617e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -11270895.000000 Penalty: 5670.184570
	Iteration 4F: 3 clusters Score -1.12709e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73837 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -11277958.000000 Penalty: 5670.184570
	Iteration 5F: 3 clusters Score -1.127796e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81998 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -11285928.000000 Penalty: 5670.184570
	Iteration 6F: 3 clusters Score -1.128593e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -11291850.000000 Penalty: 5670.184570
	Iteration 7F: 3 clusters Score -1.129185e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90753 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -11294597.000000 Penalty: 5670.184570
	Iteration 8Q: 3 clusters Score -1.12946e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91680 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11295507.000000 Penalty: 5670.184570
	Iteration 9Q: 3 clusters Score -1.129551e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91902 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11295755.000000 Penalty: 5670.184570
	Iteration 10Q: 3 clusters Score -1.129576e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91957 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11295853.000000 Penalty: 5670.184570
	Iteration 11Q: 3 clusters Score -1.129585e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -11295885.000000 Penalty: 5670.184570
	Iteration 12Q: 3 clusters Score -1.129588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91982 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11295925.000000 Penalty: 5670.184570
	Iteration 13Q: 3 clusters Score -1.129592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11295933.000000 Penalty: 5670.184570
	Iteration 14Q: 3 clusters Score -1.129593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11295936.000000 Penalty: 5670.184570
	Iteration 15Q: 3 clusters Score -1.129594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91988 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11295947.000000 Penalty: 5670.184570
	Iteration 16Q: 3 clusters Score -1.129595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91988 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11295952.000000 Penalty: 5670.184570
	Iteration 17Q: 3 clusters Score -1.129595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91988 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11295952.000000 Penalty: 5670.184570
	Iteration 18F: 3 clusters Score -1.129595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (20337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Entering Unmasked Estep 
Score: -2425813.000000 Penalty: 2460.208984
	Iteration 0F: 2 clusters Score -2425813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2411526.500000 Penalty: 4920.417969
	Iteration 0F: 3 clusters Score -2411526 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2416672.500000 Penalty: 4920.417969
	Iteration 1F: 3 clusters Score -2416672 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2417625.250000 Penalty: 4920.417969
	Iteration 2F: 3 clusters Score -2417625 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2418829.750000 Penalty: 4920.417969
	Iteration 3F: 3 clusters Score -2418830 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2419987.250000 Penalty: 4920.417969
	Iteration 4F: 3 clusters Score -2419987 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2420794.750000 Penalty: 4920.417969
	Iteration 5F: 3 clusters Score -2420795 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2421281.000000 Penalty: 4920.417969
	Iteration 6Q: 3 clusters Score -2421281 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2421595.750000 Penalty: 4920.417969
	Iteration 7Q: 3 clusters Score -2421596 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2421788.750000 Penalty: 4920.417969
	Iteration 8Q: 3 clusters Score -2421789 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2421958.250000 Penalty: 4920.417969
	Iteration 9Q: 3 clusters Score -2421958 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2422097.250000 Penalty: 4920.417969
	Iteration 10Q: 3 clusters Score -2422097 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2422227.000000 Penalty: 4920.417969
	Iteration 11Q: 3 clusters Score -2422227 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2422348.500000 Penalty: 4920.417969
	Iteration 12Q: 3 clusters Score -2422348 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2422521.250000 Penalty: 4920.417969
	Iteration 13Q: 3 clusters Score -2422521 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2422716.750000 Penalty: 4920.417969
	Iteration 14Q: 3 clusters Score -2422717 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2422946.000000 Penalty: 4920.417969
	Iteration 15Q: 3 clusters Score -2422946 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2423313.250000 Penalty: 4920.417969
	Iteration 16Q: 3 clusters Score -2423313 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2423777.250000 Penalty: 4920.417969
	Iteration 17Q: 3 clusters Score -2423777 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2424324.500000 Penalty: 4920.417969
	Iteration 18Q: 3 clusters Score -2424324 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2424934.500000 Penalty: 4920.417969
	Iteration 19Q: 3 clusters Score -2424934 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2425551.500000 Penalty: 4920.417969
	Iteration 20F: 3 clusters Score -2425552 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2425981.750000 Penalty: 4920.417969
	Iteration 21Q: 3 clusters Score -2425982 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2426344.250000 Penalty: 4920.417969
	Iteration 22Q: 3 clusters Score -2426344 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2426636.500000 Penalty: 4920.417969
	Iteration 23Q: 3 clusters Score -2426636 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2426794.750000 Penalty: 4920.417969
	Iteration 24Q: 3 clusters Score -2426795 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2426863.750000 Penalty: 4920.417969
	Iteration 25Q: 3 clusters Score -2426864 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2426894.750000 Penalty: 4920.417969
	Iteration 26Q: 3 clusters Score -2426895 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2426915.500000 Penalty: 4920.417969
	Iteration 27Q: 3 clusters Score -2426916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2426927.500000 Penalty: 4920.417969
	Iteration 28Q: 3 clusters Score -2426928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2426939.250000 Penalty: 4920.417969
	Iteration 29Q: 3 clusters Score -2426939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2426947.750000 Penalty: 4920.417969
	Iteration 30Q: 3 clusters Score -2426948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2426954.500000 Penalty: 4920.417969
	Iteration 31Q: 3 clusters Score -2426954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2426948.000000 Penalty: 4920.417969
	Iteration 32Q: 3 clusters Score -2426948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2426949.250000 Penalty: 4920.417969
	Iteration 33Q: 3 clusters Score -2426949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2426953.250000 Penalty: 4920.417969
	Iteration 34Q: 3 clusters Score -2426953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2426952.750000 Penalty: 4920.417969
	Iteration 35Q: 3 clusters Score -2426953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2426952.750000 Penalty: 4920.417969
	Iteration 36F: 3 clusters Score -2426953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Mstep: Class 71 contains 12721 members 
Mstep: Class 72 contains 1251 members 
Mstep: Class 73 contains 3346 members 
Mstep: Class 74 contains 2124 members 
Mstep: Class 75 contains 1297 members 
Mstep: Class 76 contains 2747 members 
Mstep: Class 77 contains 3657 members 
Entering Unmasked Estep 
Score: -154503952.000000 Penalty: 269023.500000
Splitting cluster 37 changes total score from -154499040.000000 to -154503952.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 38 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -273744.156250 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -273744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -270920.562500 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -270920.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -271481.843750 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -271481.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -271629.937500 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -271629.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -271708.156250 Penalty: 3849.403076
	Iteration 3Q: 3 clusters Score -271708.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -271799.812500 Penalty: 3849.403076
	Iteration 4Q: 3 clusters Score -271799.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -271898.406250 Penalty: 3849.403076
	Iteration 5Q: 3 clusters Score -271898.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -272015.375000 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -272015.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -272176.125000 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -272176.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -272358.937500 Penalty: 3849.403076
	Iteration 8F: 3 clusters Score -272358.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -272519.031250 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -272519 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -272646.343750 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -272646.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -272726.906250 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -272726.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -272788.468750 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -272788.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -272832.281250 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -272832.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -272860.281250 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -272860.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -272877.250000 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -272877.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -272890.781250 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -272890.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -272903.750000 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -272903.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -272912.687500 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -272912.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -272917.375000 Penalty: 3849.403076
	Iteration 19Q: 3 clusters Score -272917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -272920.718750 Penalty: 3849.403076
	Iteration 20F: 3 clusters Score -272920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -272922.312500 Penalty: 3849.403076
	Iteration 21Q: 3 clusters Score -272922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -272923.312500 Penalty: 3849.403076
	Iteration 22Q: 3 clusters Score -272923.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -272924.625000 Penalty: 3849.403076
	Iteration 23Q: 3 clusters Score -272924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -272926.656250 Penalty: 3849.403076
	Iteration 24Q: 3 clusters Score -272926.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -272927.437500 Penalty: 3849.403076
	Iteration 25Q: 3 clusters Score -272927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -272927.937500 Penalty: 3849.403076
	Iteration 26Q: 3 clusters Score -272927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -272927.937500 Penalty: 3849.403076
	Iteration 27F: 3 clusters Score -272927.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Entering Unmasked Estep 
Score: -4502052.500000 Penalty: 2610.067871
	Iteration 0F: 2 clusters Score -4502052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -4476736.000000 Penalty: 5220.135742
	Iteration 0F: 3 clusters Score -4476736 nChanged 16969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -4486153.000000 Penalty: 5220.135742
	Iteration 1F: 3 clusters Score -4486153 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -4487117.500000 Penalty: 5220.135742
	Iteration 2F: 3 clusters Score -4487118 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -4488451.000000 Penalty: 5220.135742
	Iteration 3F: 3 clusters Score -4488451 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -4490298.500000 Penalty: 5220.135742
	Iteration 4F: 3 clusters Score -4490298 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -4492648.500000 Penalty: 5220.135742
	Iteration 5F: 3 clusters Score -4492648 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -4495285.000000 Penalty: 5220.135742
	Iteration 6F: 3 clusters Score -4495285 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -4497581.500000 Penalty: 5220.135742
	Iteration 7F: 3 clusters Score -4497582 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -4499187.500000 Penalty: 5220.135742
	Iteration 8F: 3 clusters Score -4499188 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -4500113.500000 Penalty: 5220.135742
	Iteration 9Q: 3 clusters Score -4500114 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -4500717.000000 Penalty: 5220.135742
	Iteration 10Q: 3 clusters Score -4500717 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -4501127.500000 Penalty: 5220.135742
	Iteration 11Q: 3 clusters Score -4501128 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -4501491.500000 Penalty: 5220.135742
	Iteration 12Q: 3 clusters Score -4501492 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4501895.000000 Penalty: 5220.135742
	Iteration 13Q: 3 clusters Score -4501895 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4502213.500000 Penalty: 5220.135742
	Iteration 14Q: 3 clusters Score -4502214 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -4502438.500000 Penalty: 5220.135742
	Iteration 15Q: 3 clusters Score -4502438 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4502634.500000 Penalty: 5220.135742
	Iteration 16Q: 3 clusters Score -4502634 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -4502804.500000 Penalty: 5220.135742
	Iteration 17Q: 3 clusters Score -4502804 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -4502946.500000 Penalty: 5220.135742
	Iteration 18Q: 3 clusters Score -4502946 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -4503068.000000 Penalty: 5220.135742
	Iteration 19Q: 3 clusters Score -4503068 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -4503149.500000 Penalty: 5220.135742
	Iteration 20F: 3 clusters Score -4503150 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -4503234.500000 Penalty: 5220.135742
	Iteration 21Q: 3 clusters Score -4503234 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -4503307.000000 Penalty: 5220.135742
	Iteration 22Q: 3 clusters Score -4503307 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -4503385.500000 Penalty: 5220.135742
	Iteration 23Q: 3 clusters Score -4503386 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4503440.500000 Penalty: 5220.135742
	Iteration 24Q: 3 clusters Score -4503440 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -4503483.000000 Penalty: 5220.135742
	Iteration 25Q: 3 clusters Score -4503483 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -4503522.000000 Penalty: 5220.135742
	Iteration 26Q: 3 clusters Score -4503522 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -4503587.500000 Penalty: 5220.135742
	Iteration 27Q: 3 clusters Score -4503588 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -4503618.500000 Penalty: 5220.135742
	Iteration 28Q: 3 clusters Score -4503618 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -4503647.000000 Penalty: 5220.135742
	Iteration 29Q: 3 clusters Score -4503647 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -4503696.500000 Penalty: 5220.135742
	Iteration 30Q: 3 clusters Score -4503696 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -4503728.000000 Penalty: 5220.135742
	Iteration 31Q: 3 clusters Score -4503728 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -4503718.000000 Penalty: 5220.135742
	Iteration 32Q: 3 clusters Score -4503718 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -4503751.000000 Penalty: 5220.135742
	Iteration 33Q: 3 clusters Score -4503751 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4503770.500000 Penalty: 5220.135742
	Iteration 34Q: 3 clusters Score -4503770 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4503780.000000 Penalty: 5220.135742
	Iteration 35Q: 3 clusters Score -4503780 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -4503805.500000 Penalty: 5220.135742
	Iteration 36Q: 3 clusters Score -4503806 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -4503820.500000 Penalty: 5220.135742
	Iteration 37Q: 3 clusters Score -4503820 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4503841.500000 Penalty: 5220.135742
	Iteration 38Q: 3 clusters Score -4503842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -4503830.500000 Penalty: 5220.135742
	Iteration 39Q: 3 clusters Score -4503830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -4503858.000000 Penalty: 5220.135742
	Iteration 40F: 3 clusters Score -4503858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -4503840.000000 Penalty: 5220.135742
	Iteration 41Q: 3 clusters Score -4503840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -4503847.500000 Penalty: 5220.135742
	Iteration 42Q: 3 clusters Score -4503848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -4503864.500000 Penalty: 5220.135742
	Iteration 43Q: 3 clusters Score -4503864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -4503865.000000 Penalty: 5220.135742
	Iteration 44Q: 3 clusters Score -4503865 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -4503870.500000 Penalty: 5220.135742
	Iteration 45Q: 3 clusters Score -4503870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -4503872.000000 Penalty: 5220.135742
	Iteration 46Q: 3 clusters Score -4503872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -4503887.000000 Penalty: 5220.135742
	Iteration 47Q: 3 clusters Score -4503887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -4503892.000000 Penalty: 5220.135742
	Iteration 48Q: 3 clusters Score -4503892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -4503906.500000 Penalty: 5220.135742
	Iteration 49Q: 3 clusters Score -4503906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -4503906.000000 Penalty: 5220.135742
	Iteration 50Q: 3 clusters Score -4503906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -4503919.500000 Penalty: 5220.135742
	Iteration 51Q: 3 clusters Score -4503920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4503912.500000 Penalty: 5220.135742
	Iteration 52Q: 3 clusters Score -4503912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -4503909.500000 Penalty: 5220.135742
	Iteration 53Q: 3 clusters Score -4503910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4503921.000000 Penalty: 5220.135742
	Iteration 54Q: 3 clusters Score -4503921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -4503918.000000 Penalty: 5220.135742
	Iteration 55Q: 3 clusters Score -4503918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4503929.000000 Penalty: 5220.135742
	Iteration 56Q: 3 clusters Score -4503929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -4503923.000000 Penalty: 5220.135742
	Iteration 57Q: 3 clusters Score -4503923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -4503934.000000 Penalty: 5220.135742
	Iteration 58Q: 3 clusters Score -4503934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -4503930.000000 Penalty: 5220.135742
	Iteration 59Q: 3 clusters Score -4503930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -4503935.500000 Penalty: 5220.135742
	Iteration 60F: 3 clusters Score -4503936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -4503936.000000 Penalty: 5220.135742
	Iteration 61Q: 3 clusters Score -4503936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4503933.000000 Penalty: 5220.135742
	Iteration 62Q: 3 clusters Score -4503933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -4503929.000000 Penalty: 5220.135742
	Iteration 63Q: 3 clusters Score -4503929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -4503934.000000 Penalty: 5220.135742
	Iteration 64Q: 3 clusters Score -4503934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -4503932.500000 Penalty: 5220.135742
	Iteration 65Q: 3 clusters Score -4503932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -4503934.000000 Penalty: 5220.135742
	Iteration 66Q: 3 clusters Score -4503934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -4503925.000000 Penalty: 5220.135742
	Iteration 67Q: 3 clusters Score -4503925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -4503931.000000 Penalty: 5220.135742
	Iteration 68Q: 3 clusters Score -4503931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -4503930.000000 Penalty: 5220.135742
	Iteration 69Q: 3 clusters Score -4503930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -4503925.000000 Penalty: 5220.135742
	Iteration 70Q: 3 clusters Score -4503925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -4503927.500000 Penalty: 5220.135742
	Iteration 71Q: 3 clusters Score -4503928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -4503928.500000 Penalty: 5220.135742
	Iteration 72Q: 3 clusters Score -4503928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -4503928.500000 Penalty: 5220.135742
	Iteration 73F: 3 clusters Score -4503928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 26090 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 8638 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Mstep: Class 71 contains 12721 members 
Mstep: Class 72 contains 1251 members 
Mstep: Class 73 contains 3346 members 
Mstep: Class 74 contains 2124 members 
Mstep: Class 75 contains 1297 members 
Mstep: Class 76 contains 2747 members 
Mstep: Class 77 contains 3657 members 
Mstep: Class 78 contains 11125 members 
Entering Unmasked Estep 
Score: -154506464.000000 Penalty: 272517.312500
Splitting cluster 39 changes total score from -154499040.000000 to -154506464.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 40 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -241327.578125 Penalty: 1896.887451
	Iteration 0F: 2 clusters Score -241327.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -238670.265625 Penalty: 3793.774902
	Iteration 0F: 3 clusters Score -238670.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -239293.640625 Penalty: 3793.774902
	Iteration 1F: 3 clusters Score -239293.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -239608.156250 Penalty: 3793.774902
	Iteration 2F: 3 clusters Score -239608.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -239886.796875 Penalty: 3793.774902
	Iteration 3F: 3 clusters Score -239886.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -240112.281250 Penalty: 3793.774902
	Iteration 4F: 3 clusters Score -240112.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -240308.484375 Penalty: 3793.774902
	Iteration 5F: 3 clusters Score -240308.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -240434.281250 Penalty: 3793.774902
	Iteration 6Q: 3 clusters Score -240434.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -240510.265625 Penalty: 3793.774902
	Iteration 7Q: 3 clusters Score -240510.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -240570.359375 Penalty: 3793.774902
	Iteration 8Q: 3 clusters Score -240570.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -240612.140625 Penalty: 3793.774902
	Iteration 9Q: 3 clusters Score -240612.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -240640.281250 Penalty: 3793.774902
	Iteration 10Q: 3 clusters Score -240640.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -240658.328125 Penalty: 3793.774902
	Iteration 11Q: 3 clusters Score -240658.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -240665.640625 Penalty: 3793.774902
	Iteration 12Q: 3 clusters Score -240665.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -240670.593750 Penalty: 3793.774902
	Iteration 13Q: 3 clusters Score -240670.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -240676.468750 Penalty: 3793.774902
	Iteration 14Q: 3 clusters Score -240676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -240678.515625 Penalty: 3793.774902
	Iteration 15Q: 3 clusters Score -240678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -240682.296875 Penalty: 3793.774902
	Iteration 16Q: 3 clusters Score -240682.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -240683.171875 Penalty: 3793.774902
	Iteration 17Q: 3 clusters Score -240683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -240686.281250 Penalty: 3793.774902
	Iteration 18Q: 3 clusters Score -240686.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -240689.203125 Penalty: 3793.774902
	Iteration 19Q: 3 clusters Score -240689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -240691.828125 Penalty: 3793.774902
	Iteration 20F: 3 clusters Score -240691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -240691.906250 Penalty: 3793.774902
	Iteration 21Q: 3 clusters Score -240691.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -240691.906250 Penalty: 3793.774902
	Iteration 22F: 3 clusters Score -240691.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (8638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Entering Unmasked Estep 
Score: -1016828.812500 Penalty: 2247.853760
	Iteration 0F: 2 clusters Score -1016829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1010010.937500 Penalty: 4495.707520
	Iteration 0F: 3 clusters Score -1010011 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1011913.875000 Penalty: 4495.707520
	Iteration 1F: 3 clusters Score -1011914 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1012279.062500 Penalty: 4495.707520
	Iteration 2F: 3 clusters Score -1012279 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1012591.187500 Penalty: 4495.707520
	Iteration 3F: 3 clusters Score -1012591 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1012884.875000 Penalty: 4495.707520
	Iteration 4F: 3 clusters Score -1012885 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1013135.375000 Penalty: 4495.707520
	Iteration 5Q: 3 clusters Score -1013135 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1013345.687500 Penalty: 4495.707520
	Iteration 6Q: 3 clusters Score -1013346 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1013583.125000 Penalty: 4495.707520
	Iteration 7Q: 3 clusters Score -1013583 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1013838.937500 Penalty: 4495.707520
	Iteration 8Q: 3 clusters Score -1013839 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1014115.687500 Penalty: 4495.707520
	Iteration 9Q: 3 clusters Score -1014116 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1014370.062500 Penalty: 4495.707520
	Iteration 10Q: 3 clusters Score -1014370 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1014639.687500 Penalty: 4495.707520
	Iteration 11Q: 3 clusters Score -1014640 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1014960.562500 Penalty: 4495.707520
	Iteration 12Q: 3 clusters Score -1014961 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1015326.375000 Penalty: 4495.707520
	Iteration 13Q: 3 clusters Score -1015326 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1015737.250000 Penalty: 4495.707520
	Iteration 14Q: 3 clusters Score -1015737 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1016158.687500 Penalty: 4495.707520
	Iteration 15Q: 3 clusters Score -1016159 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1016419.937500 Penalty: 4495.707520
	Iteration 16Q: 3 clusters Score -1016420 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1016594.125000 Penalty: 4495.707520
	Iteration 17Q: 3 clusters Score -1016594 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1016727.062500 Penalty: 4495.707520
	Iteration 18Q: 3 clusters Score -1016727 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1016835.750000 Penalty: 4495.707520
	Iteration 19Q: 3 clusters Score -1016836 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1016953.500000 Penalty: 4495.707520
	Iteration 20F: 3 clusters Score -1016954 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1017050.937500 Penalty: 4495.707520
	Iteration 21Q: 3 clusters Score -1017051 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1017115.312500 Penalty: 4495.707520
	Iteration 22Q: 3 clusters Score -1017115 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1017161.812500 Penalty: 4495.707520
	Iteration 23Q: 3 clusters Score -1017162 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1017189.562500 Penalty: 4495.707520
	Iteration 24Q: 3 clusters Score -1017190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1017209.687500 Penalty: 4495.707520
	Iteration 25Q: 3 clusters Score -1017210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1017220.312500 Penalty: 4495.707520
	Iteration 26Q: 3 clusters Score -1017220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1017227.937500 Penalty: 4495.707520
	Iteration 27Q: 3 clusters Score -1017228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1017232.812500 Penalty: 4495.707520
	Iteration 28Q: 3 clusters Score -1017233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1017235.937500 Penalty: 4495.707520
	Iteration 29Q: 3 clusters Score -1017236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1017234.937500 Penalty: 4495.707520
	Iteration 30Q: 3 clusters Score -1017235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1017237.000000 Penalty: 4495.707520
	Iteration 31Q: 3 clusters Score -1017237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1017238.687500 Penalty: 4495.707520
	Iteration 32Q: 3 clusters Score -1017239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1017238.687500 Penalty: 4495.707520
	Iteration 33F: 3 clusters Score -1017239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 26090 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 6310 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 921 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Mstep: Class 71 contains 12721 members 
Mstep: Class 72 contains 1251 members 
Mstep: Class 73 contains 3346 members 
Mstep: Class 74 contains 2124 members 
Mstep: Class 75 contains 1297 members 
Mstep: Class 76 contains 2747 members 
Mstep: Class 77 contains 3657 members 
Mstep: Class 78 contains 11125 members 
Mstep: Class 79 contains 2328 members 
Entering Unmasked Estep 
Score: -154505216.000000 Penalty: 276011.125000
Splitting cluster 41 changes total score from -154499040.000000 to -154505216.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 42 (42151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Entering Unmasked Estep 
Score: -5243009.000000 Penalty: 2640.955322
	Iteration 0F: 2 clusters Score -5243009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -5214637.500000 Penalty: 5281.910645
	Iteration 0F: 3 clusters Score -5214638 nChanged 19183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -5225321.000000 Penalty: 5281.910645
	Iteration 1F: 3 clusters Score -5225321 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -5226021.500000 Penalty: 5281.910645
	Iteration 2Q: 3 clusters Score -5226022 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -5226872.000000 Penalty: 5281.910645
	Iteration 3Q: 3 clusters Score -5226872 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -5228166.500000 Penalty: 5281.910645
	Iteration 4F: 3 clusters Score -5228166 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -5230246.000000 Penalty: 5281.910645
	Iteration 5F: 3 clusters Score -5230246 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -5232959.000000 Penalty: 5281.910645
	Iteration 6F: 3 clusters Score -5232959 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5235722.500000 Penalty: 5281.910645
	Iteration 7F: 3 clusters Score -5235722 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -5237765.500000 Penalty: 5281.910645
	Iteration 8F: 3 clusters Score -5237766 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5238958.500000 Penalty: 5281.910645
	Iteration 9Q: 3 clusters Score -5238958 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5239632.500000 Penalty: 5281.910645
	Iteration 10Q: 3 clusters Score -5239632 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5240044.000000 Penalty: 5281.910645
	Iteration 11Q: 3 clusters Score -5240044 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5240276.500000 Penalty: 5281.910645
	Iteration 12Q: 3 clusters Score -5240276 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5240462.000000 Penalty: 5281.910645
	Iteration 13Q: 3 clusters Score -5240462 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5240560.500000 Penalty: 5281.910645
	Iteration 14Q: 3 clusters Score -5240560 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5240615.000000 Penalty: 5281.910645
	Iteration 15Q: 3 clusters Score -5240615 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5240635.500000 Penalty: 5281.910645
	Iteration 16Q: 3 clusters Score -5240636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5240668.500000 Penalty: 5281.910645
	Iteration 17Q: 3 clusters Score -5240668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5240702.500000 Penalty: 5281.910645
	Iteration 18Q: 3 clusters Score -5240702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5240718.500000 Penalty: 5281.910645
	Iteration 19Q: 3 clusters Score -5240718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5240729.500000 Penalty: 5281.910645
	Iteration 20F: 3 clusters Score -5240730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5240739.000000 Penalty: 5281.910645
	Iteration 21Q: 3 clusters Score -5240739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5240747.000000 Penalty: 5281.910645
	Iteration 22Q: 3 clusters Score -5240747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5240750.500000 Penalty: 5281.910645
	Iteration 23Q: 3 clusters Score -5240750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5240760.500000 Penalty: 5281.910645
	Iteration 24Q: 3 clusters Score -5240760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5240766.000000 Penalty: 5281.910645
	Iteration 25Q: 3 clusters Score -5240766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5240778.500000 Penalty: 5281.910645
	Iteration 26Q: 3 clusters Score -5240778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5240774.500000 Penalty: 5281.910645
	Iteration 27Q: 3 clusters Score -5240774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5240776.500000 Penalty: 5281.910645
	Iteration 28Q: 3 clusters Score -5240776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5240776.500000 Penalty: 5281.910645
	Iteration 29Q: 3 clusters Score -5240776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5240779.500000 Penalty: 5281.910645
	Iteration 30Q: 3 clusters Score -5240780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5240779.500000 Penalty: 5281.910645
	Iteration 31F: 3 clusters Score -5240780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Entering Unmasked Estep 
Score: -236049.406250 Penalty: 1807.823364
	Iteration 0F: 2 clusters Score -236049.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -233775.343750 Penalty: 3615.646729
	Iteration 0F: 3 clusters Score -233775.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -234193.875000 Penalty: 3615.646729
	Iteration 1F: 3 clusters Score -234193.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -234338.906250 Penalty: 3615.646729
	Iteration 2F: 3 clusters Score -234338.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -234421.171875 Penalty: 3615.646729
	Iteration 3Q: 3 clusters Score -234421.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -234503.171875 Penalty: 3615.646729
	Iteration 4Q: 3 clusters Score -234503.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -234591.640625 Penalty: 3615.646729
	Iteration 5Q: 3 clusters Score -234591.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -234637.953125 Penalty: 3615.646729
	Iteration 6Q: 3 clusters Score -234638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -234672.578125 Penalty: 3615.646729
	Iteration 7Q: 3 clusters Score -234672.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -234699.781250 Penalty: 3615.646729
	Iteration 8Q: 3 clusters Score -234699.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -234711.140625 Penalty: 3615.646729
	Iteration 9Q: 3 clusters Score -234711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -234720.484375 Penalty: 3615.646729
	Iteration 10Q: 3 clusters Score -234720.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -234732.703125 Penalty: 3615.646729
	Iteration 11Q: 3 clusters Score -234732.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -234738.328125 Penalty: 3615.646729
	Iteration 12Q: 3 clusters Score -234738.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -234743.406250 Penalty: 3615.646729
	Iteration 13Q: 3 clusters Score -234743.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -234747.625000 Penalty: 3615.646729
	Iteration 14Q: 3 clusters Score -234747.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -234749.703125 Penalty: 3615.646729
	Iteration 15Q: 3 clusters Score -234749.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -234753.359375 Penalty: 3615.646729
	Iteration 16Q: 3 clusters Score -234753.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -234757.281250 Penalty: 3615.646729
	Iteration 17Q: 3 clusters Score -234757.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -234759.250000 Penalty: 3615.646729
	Iteration 18Q: 3 clusters Score -234759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -234761.750000 Penalty: 3615.646729
	Iteration 19Q: 3 clusters Score -234761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -234764.078125 Penalty: 3615.646729
	Iteration 20F: 3 clusters Score -234764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -234766.328125 Penalty: 3615.646729
	Iteration 21Q: 3 clusters Score -234766.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -234772.593750 Penalty: 3615.646729
	Iteration 22Q: 3 clusters Score -234772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -234774.125000 Penalty: 3615.646729
	Iteration 23Q: 3 clusters Score -234774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -234776.062500 Penalty: 3615.646729
	Iteration 24Q: 3 clusters Score -234776.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -234782.218750 Penalty: 3615.646729
	Iteration 25Q: 3 clusters Score -234782.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -234791.734375 Penalty: 3615.646729
	Iteration 26Q: 3 clusters Score -234791.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -234798.609375 Penalty: 3615.646729
	Iteration 27Q: 3 clusters Score -234798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -234806.312500 Penalty: 3615.646729
	Iteration 28Q: 3 clusters Score -234806.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -234813.046875 Penalty: 3615.646729
	Iteration 29Q: 3 clusters Score -234813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -234816.265625 Penalty: 3615.646729
	Iteration 30Q: 3 clusters Score -234816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -234818.093750 Penalty: 3615.646729
	Iteration 31Q: 3 clusters Score -234818.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -234820.359375 Penalty: 3615.646729
	Iteration 32Q: 3 clusters Score -234820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -234821.812500 Penalty: 3615.646729
	Iteration 33Q: 3 clusters Score -234821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -234822.921875 Penalty: 3615.646729
	Iteration 34Q: 3 clusters Score -234822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -234823.984375 Penalty: 3615.646729
	Iteration 35Q: 3 clusters Score -234824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -234824.859375 Penalty: 3615.646729
	Iteration 36Q: 3 clusters Score -234824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -234826.343750 Penalty: 3615.646729
	Iteration 37Q: 3 clusters Score -234826.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -234828.421875 Penalty: 3615.646729
	Iteration 38Q: 3 clusters Score -234828.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -234830.718750 Penalty: 3615.646729
	Iteration 39Q: 3 clusters Score -234830.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -234831.593750 Penalty: 3615.646729
	Iteration 40F: 3 clusters Score -234831.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -234838.453125 Penalty: 3615.646729
	Iteration 41Q: 3 clusters Score -234838.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -234842.125000 Penalty: 3615.646729
	Iteration 42Q: 3 clusters Score -234842.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -234847.453125 Penalty: 3615.646729
	Iteration 43Q: 3 clusters Score -234847.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -234852.437500 Penalty: 3615.646729
	Iteration 44Q: 3 clusters Score -234852.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -234857.312500 Penalty: 3615.646729
	Iteration 45Q: 3 clusters Score -234857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -234861.359375 Penalty: 3615.646729
	Iteration 46Q: 3 clusters Score -234861.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -234867.515625 Penalty: 3615.646729
	Iteration 47Q: 3 clusters Score -234867.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -234875.187500 Penalty: 3615.646729
	Iteration 48Q: 3 clusters Score -234875.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -234884.937500 Penalty: 3615.646729
	Iteration 49Q: 3 clusters Score -234884.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -234900.078125 Penalty: 3615.646729
	Iteration 50Q: 3 clusters Score -234900.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -234930.687500 Penalty: 3615.646729
	Iteration 51Q: 3 clusters Score -234930.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -234961.796875 Penalty: 3615.646729
	Iteration 52Q: 3 clusters Score -234961.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -234988.640625 Penalty: 3615.646729
	Iteration 53Q: 3 clusters Score -234988.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -235024.906250 Penalty: 3615.646729
	Iteration 54Q: 3 clusters Score -235024.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -235072.437500 Penalty: 3615.646729
	Iteration 55Q: 3 clusters Score -235072.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -235112.500000 Penalty: 3615.646729
	Iteration 56Q: 3 clusters Score -235112.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -235133.656250 Penalty: 3615.646729
	Iteration 57Q: 3 clusters Score -235133.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -235150.671875 Penalty: 3615.646729
	Iteration 58Q: 3 clusters Score -235150.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -235167.921875 Penalty: 3615.646729
	Iteration 59Q: 3 clusters Score -235167.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -235191.203125 Penalty: 3615.646729
	Iteration 60F: 3 clusters Score -235191.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -235201.218750 Penalty: 3615.646729
	Iteration 61Q: 3 clusters Score -235201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -235210.484375 Penalty: 3615.646729
	Iteration 62Q: 3 clusters Score -235210.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -235220.125000 Penalty: 3615.646729
	Iteration 63Q: 3 clusters Score -235220.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -235233.828125 Penalty: 3615.646729
	Iteration 64Q: 3 clusters Score -235233.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -235245.937500 Penalty: 3615.646729
	Iteration 65Q: 3 clusters Score -235245.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -235262.843750 Penalty: 3615.646729
	Iteration 66Q: 3 clusters Score -235262.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -235276.500000 Penalty: 3615.646729
	Iteration 67Q: 3 clusters Score -235276.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -235290.250000 Penalty: 3615.646729
	Iteration 68Q: 3 clusters Score -235290.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -235297.046875 Penalty: 3615.646729
	Iteration 69Q: 3 clusters Score -235297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -235308.218750 Penalty: 3615.646729
	Iteration 70Q: 3 clusters Score -235308.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -235314.968750 Penalty: 3615.646729
	Iteration 71Q: 3 clusters Score -235315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -235319.046875 Penalty: 3615.646729
	Iteration 72Q: 3 clusters Score -235319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -235320.875000 Penalty: 3615.646729
	Iteration 73Q: 3 clusters Score -235320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -235322.125000 Penalty: 3615.646729
	Iteration 74Q: 3 clusters Score -235322.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -235322.125000 Penalty: 3615.646729
	Iteration 75F: 3 clusters Score -235322.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -69220.437500 Penalty: 1692.714111
	Iteration 0F: 2 clusters Score -69220.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -67671.156250 Penalty: 3385.428223
	Iteration 0F: 3 clusters Score -67671.16 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -68448.210938 Penalty: 3385.428223
	Iteration 1F: 3 clusters Score -68448.21 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -69692.210938 Penalty: 3385.428223
	Iteration 2F: 3 clusters Score -69692.21 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -70980.031250 Penalty: 3385.428223
	Iteration 3F: 3 clusters Score -70980.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -71469.234375 Penalty: 3385.428223
	Iteration 4F: 3 clusters Score -71469.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -71624.835938 Penalty: 3385.428223
	Iteration 5Q: 3 clusters Score -71624.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -71677.289062 Penalty: 3385.428223
	Iteration 6Q: 3 clusters Score -71677.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -71726.421875 Penalty: 3385.428223
	Iteration 7Q: 3 clusters Score -71726.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -71744.484375 Penalty: 3385.428223
	Iteration 8Q: 3 clusters Score -71744.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -71757.148438 Penalty: 3385.428223
	Iteration 9Q: 3 clusters Score -71757.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -71759.289062 Penalty: 3385.428223
	Iteration 10Q: 3 clusters Score -71759.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -71760.585938 Penalty: 3385.428223
	Iteration 11Q: 3 clusters Score -71760.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -71760.585938 Penalty: 3385.428223
	Iteration 12F: 3 clusters Score -71760.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 26090 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 6310 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 1736 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Mstep: Class 71 contains 12721 members 
Mstep: Class 72 contains 1251 members 
Mstep: Class 73 contains 3346 members 
Mstep: Class 74 contains 2124 members 
Mstep: Class 75 contains 1297 members 
Mstep: Class 76 contains 2747 members 
Mstep: Class 77 contains 3657 members 
Mstep: Class 78 contains 11125 members 
Mstep: Class 79 contains 2328 members 
Mstep: Class 80 contains 572 members 
Entering Unmasked Estep 
Score: -154505840.000000 Penalty: 279504.937500
Splitting cluster 44 changes total score from -154499040.000000 to -154505840.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 45 (5172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Entering Unmasked Estep 
Score: -603625.500000 Penalty: 2120.651611
	Iteration 0F: 2 clusters Score -603625.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -599025.750000 Penalty: 4241.303223
	Iteration 0F: 3 clusters Score -599025.8 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -600211.250000 Penalty: 4241.303223
	Iteration 1F: 3 clusters Score -600211.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -600548.312500 Penalty: 4241.303223
	Iteration 2F: 3 clusters Score -600548.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -600790.250000 Penalty: 4241.303223
	Iteration 3F: 3 clusters Score -600790.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -601005.937500 Penalty: 4241.303223
	Iteration 4F: 3 clusters Score -601005.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -601193.250000 Penalty: 4241.303223
	Iteration 5Q: 3 clusters Score -601193.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -601391.875000 Penalty: 4241.303223
	Iteration 6Q: 3 clusters Score -601391.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -601571.312500 Penalty: 4241.303223
	Iteration 7Q: 3 clusters Score -601571.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -601727.875000 Penalty: 4241.303223
	Iteration 8Q: 3 clusters Score -601727.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -601850.812500 Penalty: 4241.303223
	Iteration 9Q: 3 clusters Score -601850.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -601959.125000 Penalty: 4241.303223
	Iteration 10Q: 3 clusters Score -601959.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -602040.562500 Penalty: 4241.303223
	Iteration 11Q: 3 clusters Score -602040.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -602091.437500 Penalty: 4241.303223
	Iteration 12Q: 3 clusters Score -602091.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -602127.375000 Penalty: 4241.303223
	Iteration 13Q: 3 clusters Score -602127.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -602162.062500 Penalty: 4241.303223
	Iteration 14Q: 3 clusters Score -602162.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -602181.562500 Penalty: 4241.303223
	Iteration 15Q: 3 clusters Score -602181.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -602195.625000 Penalty: 4241.303223
	Iteration 16Q: 3 clusters Score -602195.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -602205.500000 Penalty: 4241.303223
	Iteration 17Q: 3 clusters Score -602205.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -602216.875000 Penalty: 4241.303223
	Iteration 18Q: 3 clusters Score -602216.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -602229.000000 Penalty: 4241.303223
	Iteration 19Q: 3 clusters Score -602229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -602244.875000 Penalty: 4241.303223
	Iteration 20F: 3 clusters Score -602244.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -602272.062500 Penalty: 4241.303223
	Iteration 21Q: 3 clusters Score -602272.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -602297.250000 Penalty: 4241.303223
	Iteration 22Q: 3 clusters Score -602297.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -602317.625000 Penalty: 4241.303223
	Iteration 23Q: 3 clusters Score -602317.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -602341.375000 Penalty: 4241.303223
	Iteration 24Q: 3 clusters Score -602341.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -602356.000000 Penalty: 4241.303223
	Iteration 25Q: 3 clusters Score -602356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -602363.125000 Penalty: 4241.303223
	Iteration 26Q: 3 clusters Score -602363.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -602370.437500 Penalty: 4241.303223
	Iteration 27Q: 3 clusters Score -602370.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -602374.375000 Penalty: 4241.303223
	Iteration 28Q: 3 clusters Score -602374.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -602378.687500 Penalty: 4241.303223
	Iteration 29Q: 3 clusters Score -602378.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -602381.687500 Penalty: 4241.303223
	Iteration 30Q: 3 clusters Score -602381.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -602386.125000 Penalty: 4241.303223
	Iteration 31Q: 3 clusters Score -602386.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -602387.687500 Penalty: 4241.303223
	Iteration 32Q: 3 clusters Score -602387.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -602389.437500 Penalty: 4241.303223
	Iteration 33Q: 3 clusters Score -602389.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -602394.875000 Penalty: 4241.303223
	Iteration 34Q: 3 clusters Score -602394.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -602403.562500 Penalty: 4241.303223
	Iteration 35Q: 3 clusters Score -602403.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -602407.687500 Penalty: 4241.303223
	Iteration 36Q: 3 clusters Score -602407.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -602411.562500 Penalty: 4241.303223
	Iteration 37Q: 3 clusters Score -602411.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -602416.437500 Penalty: 4241.303223
	Iteration 38Q: 3 clusters Score -602416.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -602419.750000 Penalty: 4241.303223
	Iteration 39Q: 3 clusters Score -602419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -602420.125000 Penalty: 4241.303223
	Iteration 40F: 3 clusters Score -602420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -602420.750000 Penalty: 4241.303223
	Iteration 41Q: 3 clusters Score -602420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -602420.750000 Penalty: 4241.303223
	Iteration 42F: 3 clusters Score -602420.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -72354.382812 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -72354.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70685.453125 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -70685.45 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70924.437500 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -70924.44 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -71003.890625 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -71003.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71055.664062 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -71055.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71088.695312 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -71088.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71125.984375 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -71125.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71140.375000 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -71140.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71144.273438 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -71144.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71148.054688 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -71148.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71151.851562 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -71151.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71156.460938 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -71156.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -71160.476562 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -71160.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71162.445312 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -71162.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71163.679688 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -71163.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -71167.359375 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -71167.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -71169.921875 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -71169.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71171.625000 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -71171.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71171.625000 Penalty: 3242.917236
	Iteration 17F: 3 clusters Score -71171.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (30400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Entering Unmasked Estep 
Score: -3699221.750000 Penalty: 2559.905029
	Iteration 0F: 2 clusters Score -3699222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3678481.250000 Penalty: 5119.810059
	Iteration 0F: 3 clusters Score -3678481 nChanged 13585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3685929.750000 Penalty: 5119.810059
	Iteration 1F: 3 clusters Score -3685930 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3686342.250000 Penalty: 5119.810059
	Iteration 2Q: 3 clusters Score -3686342 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3686770.000000 Penalty: 5119.810059
	Iteration 3Q: 3 clusters Score -3686770 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3687198.750000 Penalty: 5119.810059
	Iteration 4Q: 3 clusters Score -3687199 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3687642.500000 Penalty: 5119.810059
	Iteration 5Q: 3 clusters Score -3687642 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3688021.250000 Penalty: 5119.810059
	Iteration 6Q: 3 clusters Score -3688021 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3688390.500000 Penalty: 5119.810059
	Iteration 7Q: 3 clusters Score -3688390 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -3688759.000000 Penalty: 5119.810059
	Iteration 8Q: 3 clusters Score -3688759 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3689072.750000 Penalty: 5119.810059
	Iteration 9Q: 3 clusters Score -3689073 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -3689340.250000 Penalty: 5119.810059
	Iteration 10Q: 3 clusters Score -3689340 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3689587.000000 Penalty: 5119.810059
	Iteration 11Q: 3 clusters Score -3689587 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3689817.000000 Penalty: 5119.810059
	Iteration 12Q: 3 clusters Score -3689817 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3690023.750000 Penalty: 5119.810059
	Iteration 13Q: 3 clusters Score -3690024 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3690295.000000 Penalty: 5119.810059
	Iteration 14Q: 3 clusters Score -3690295 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3690546.250000 Penalty: 5119.810059
	Iteration 15Q: 3 clusters Score -3690546 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3690876.000000 Penalty: 5119.810059
	Iteration 16Q: 3 clusters Score -3690876 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3691271.750000 Penalty: 5119.810059
	Iteration 17Q: 3 clusters Score -3691272 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -3691762.750000 Penalty: 5119.810059
	Iteration 18Q: 3 clusters Score -3691763 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3692252.000000 Penalty: 5119.810059
	Iteration 19Q: 3 clusters Score -3692252 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3692759.000000 Penalty: 5119.810059
	Iteration 20F: 3 clusters Score -3692759 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -3693198.750000 Penalty: 5119.810059
	Iteration 21Q: 3 clusters Score -3693199 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3693511.750000 Penalty: 5119.810059
	Iteration 22Q: 3 clusters Score -3693512 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -3693829.750000 Penalty: 5119.810059
	Iteration 23Q: 3 clusters Score -3693830 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3694041.750000 Penalty: 5119.810059
	Iteration 24Q: 3 clusters Score -3694042 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3694276.000000 Penalty: 5119.810059
	Iteration 25Q: 3 clusters Score -3694276 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3694440.750000 Penalty: 5119.810059
	Iteration 26Q: 3 clusters Score -3694441 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3694615.250000 Penalty: 5119.810059
	Iteration 27Q: 3 clusters Score -3694615 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3694777.750000 Penalty: 5119.810059
	Iteration 28Q: 3 clusters Score -3694778 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3694964.250000 Penalty: 5119.810059
	Iteration 29Q: 3 clusters Score -3694964 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3695151.250000 Penalty: 5119.810059
	Iteration 30Q: 3 clusters Score -3695151 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3695348.750000 Penalty: 5119.810059
	Iteration 31Q: 3 clusters Score -3695349 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3695542.250000 Penalty: 5119.810059
	Iteration 32Q: 3 clusters Score -3695542 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3695723.250000 Penalty: 5119.810059
	Iteration 33Q: 3 clusters Score -3695723 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3695932.000000 Penalty: 5119.810059
	Iteration 34Q: 3 clusters Score -3695932 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3696136.000000 Penalty: 5119.810059
	Iteration 35Q: 3 clusters Score -3696136 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3696320.500000 Penalty: 5119.810059
	Iteration 36Q: 3 clusters Score -3696320 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3696465.500000 Penalty: 5119.810059
	Iteration 37Q: 3 clusters Score -3696466 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3696560.000000 Penalty: 5119.810059
	Iteration 38Q: 3 clusters Score -3696560 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3696648.250000 Penalty: 5119.810059
	Iteration 39Q: 3 clusters Score -3696648 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3696710.000000 Penalty: 5119.810059
	Iteration 40F: 3 clusters Score -3696710 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3696764.000000 Penalty: 5119.810059
	Iteration 41Q: 3 clusters Score -3696764 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3696827.500000 Penalty: 5119.810059
	Iteration 42Q: 3 clusters Score -3696828 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3696885.750000 Penalty: 5119.810059
	Iteration 43Q: 3 clusters Score -3696886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3696929.250000 Penalty: 5119.810059
	Iteration 44Q: 3 clusters Score -3696929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3696968.250000 Penalty: 5119.810059
	Iteration 45Q: 3 clusters Score -3696968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3696996.000000 Penalty: 5119.810059
	Iteration 46Q: 3 clusters Score -3696996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3697015.250000 Penalty: 5119.810059
	Iteration 47Q: 3 clusters Score -3697015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3697027.000000 Penalty: 5119.810059
	Iteration 48Q: 3 clusters Score -3697027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3697036.500000 Penalty: 5119.810059
	Iteration 49Q: 3 clusters Score -3697036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3697042.500000 Penalty: 5119.810059
	Iteration 50Q: 3 clusters Score -3697042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3697050.500000 Penalty: 5119.810059
	Iteration 51Q: 3 clusters Score -3697050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3697053.250000 Penalty: 5119.810059
	Iteration 52Q: 3 clusters Score -3697053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3697060.250000 Penalty: 5119.810059
	Iteration 53Q: 3 clusters Score -3697060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3697065.750000 Penalty: 5119.810059
	Iteration 54Q: 3 clusters Score -3697066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3697072.250000 Penalty: 5119.810059
	Iteration 55Q: 3 clusters Score -3697072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3697079.000000 Penalty: 5119.810059
	Iteration 56Q: 3 clusters Score -3697079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3697077.750000 Penalty: 5119.810059
	Iteration 57Q: 3 clusters Score -3697078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3697077.500000 Penalty: 5119.810059
	Iteration 58Q: 3 clusters Score -3697078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3697079.750000 Penalty: 5119.810059
	Iteration 59Q: 3 clusters Score -3697080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3697077.250000 Penalty: 5119.810059
	Iteration 60F: 3 clusters Score -3697077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3697084.500000 Penalty: 5119.810059
	Iteration 61Q: 3 clusters Score -3697084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3697087.000000 Penalty: 5119.810059
	Iteration 62Q: 3 clusters Score -3697087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3697087.250000 Penalty: 5119.810059
	Iteration 63Q: 3 clusters Score -3697087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3697090.000000 Penalty: 5119.810059
	Iteration 64Q: 3 clusters Score -3697090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3697090.000000 Penalty: 5119.810059
	Iteration 65Q: 3 clusters Score -3697090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3697091.000000 Penalty: 5119.810059
	Iteration 66Q: 3 clusters Score -3697091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3697092.750000 Penalty: 5119.810059
	Iteration 67Q: 3 clusters Score -3697093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3697092.750000 Penalty: 5119.810059
	Iteration 68F: 3 clusters Score -3697093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -268875.343750 Penalty: 1849.916016
	Iteration 0F: 2 clusters Score -268875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -266492.406250 Penalty: 3699.832031
	Iteration 0F: 3 clusters Score -266492.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -267665.750000 Penalty: 3699.832031
	Iteration 1F: 3 clusters Score -267665.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -268414.093750 Penalty: 3699.832031
	Iteration 2F: 3 clusters Score -268414.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -268682.218750 Penalty: 3699.832031
	Iteration 3F: 3 clusters Score -268682.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -268853.625000 Penalty: 3699.832031
	Iteration 4Q: 3 clusters Score -268853.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -268999.687500 Penalty: 3699.832031
	Iteration 5Q: 3 clusters Score -268999.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -269093.781250 Penalty: 3699.832031
	Iteration 6Q: 3 clusters Score -269093.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -269142.375000 Penalty: 3699.832031
	Iteration 7Q: 3 clusters Score -269142.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -269203.875000 Penalty: 3699.832031
	Iteration 8Q: 3 clusters Score -269203.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -269242.437500 Penalty: 3699.832031
	Iteration 9Q: 3 clusters Score -269242.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -269270.656250 Penalty: 3699.832031
	Iteration 10Q: 3 clusters Score -269270.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -269288.500000 Penalty: 3699.832031
	Iteration 11Q: 3 clusters Score -269288.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -269297.843750 Penalty: 3699.832031
	Iteration 12Q: 3 clusters Score -269297.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -269307.312500 Penalty: 3699.832031
	Iteration 13Q: 3 clusters Score -269307.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -269314.875000 Penalty: 3699.832031
	Iteration 14Q: 3 clusters Score -269314.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -269320.250000 Penalty: 3699.832031
	Iteration 15Q: 3 clusters Score -269320.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -269321.437500 Penalty: 3699.832031
	Iteration 16Q: 3 clusters Score -269321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -269322.500000 Penalty: 3699.832031
	Iteration 17Q: 3 clusters Score -269322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -269324.843750 Penalty: 3699.832031
	Iteration 18Q: 3 clusters Score -269324.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -269326.656250 Penalty: 3699.832031
	Iteration 19Q: 3 clusters Score -269326.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -269328.187500 Penalty: 3699.832031
	Iteration 20F: 3 clusters Score -269328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -269331.531250 Penalty: 3699.832031
	Iteration 21Q: 3 clusters Score -269331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -269333.437500 Penalty: 3699.832031
	Iteration 22Q: 3 clusters Score -269333.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -269336.906250 Penalty: 3699.832031
	Iteration 23Q: 3 clusters Score -269336.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -269338.000000 Penalty: 3699.832031
	Iteration 24Q: 3 clusters Score -269338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -269343.312500 Penalty: 3699.832031
	Iteration 25Q: 3 clusters Score -269343.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -269345.125000 Penalty: 3699.832031
	Iteration 26Q: 3 clusters Score -269345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -269345.406250 Penalty: 3699.832031
	Iteration 27Q: 3 clusters Score -269345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -269345.343750 Penalty: 3699.832031
	Iteration 28Q: 3 clusters Score -269345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -269346.218750 Penalty: 3699.832031
	Iteration 29Q: 3 clusters Score -269346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -269348.406250 Penalty: 3699.832031
	Iteration 30Q: 3 clusters Score -269348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -269349.062500 Penalty: 3699.832031
	Iteration 31Q: 3 clusters Score -269349.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -269349.062500 Penalty: 3699.832031
	Iteration 32F: 3 clusters Score -269349.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 26090 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 6310 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 956 members 
Mstep: Class 49 contains 23081 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Mstep: Class 71 contains 12721 members 
Mstep: Class 72 contains 1251 members 
Mstep: Class 73 contains 3346 members 
Mstep: Class 74 contains 2124 members 
Mstep: Class 75 contains 1297 members 
Mstep: Class 76 contains 2747 members 
Mstep: Class 77 contains 3657 members 
Mstep: Class 78 contains 11125 members 
Mstep: Class 79 contains 2328 members 
Mstep: Class 80 contains 572 members 
Mstep: Class 81 contains 780 members 
Entering Unmasked Estep 
Score: -154504704.000000 Penalty: 282998.750000
Splitting cluster 48 changes total score from -154499040.000000 to -154504704.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 49 (23081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Entering Unmasked Estep 
Score: -2756188.000000 Penalty: 2491.597900
	Iteration 0F: 2 clusters Score -2756188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2740157.500000 Penalty: 4983.195801
	Iteration 0F: 3 clusters Score -2740158 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2746167.500000 Penalty: 4983.195801
	Iteration 1F: 3 clusters Score -2746168 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2747152.000000 Penalty: 4983.195801
	Iteration 2F: 3 clusters Score -2747152 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2748235.250000 Penalty: 4983.195801
	Iteration 3F: 3 clusters Score -2748235 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2749475.250000 Penalty: 4983.195801
	Iteration 4F: 3 clusters Score -2749475 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2750721.500000 Penalty: 4983.195801
	Iteration 5F: 3 clusters Score -2750722 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2751847.750000 Penalty: 4983.195801
	Iteration 6F: 3 clusters Score -2751848 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2752837.750000 Penalty: 4983.195801
	Iteration 7F: 3 clusters Score -2752838 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2753790.250000 Penalty: 4983.195801
	Iteration 8F: 3 clusters Score -2753790 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2754536.000000 Penalty: 4983.195801
	Iteration 9Q: 3 clusters Score -2754536 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2755134.250000 Penalty: 4983.195801
	Iteration 10Q: 3 clusters Score -2755134 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2755594.750000 Penalty: 4983.195801
	Iteration 11Q: 3 clusters Score -2755595 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2755885.500000 Penalty: 4983.195801
	Iteration 12Q: 3 clusters Score -2755886 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2756069.500000 Penalty: 4983.195801
	Iteration 13Q: 3 clusters Score -2756070 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2756220.000000 Penalty: 4983.195801
	Iteration 14Q: 3 clusters Score -2756220 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2756286.750000 Penalty: 4983.195801
	Iteration 15Q: 3 clusters Score -2756287 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2756320.000000 Penalty: 4983.195801
	Iteration 16Q: 3 clusters Score -2756320 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2756349.250000 Penalty: 4983.195801
	Iteration 17Q: 3 clusters Score -2756349 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2756379.750000 Penalty: 4983.195801
	Iteration 18Q: 3 clusters Score -2756380 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2756390.000000 Penalty: 4983.195801
	Iteration 19Q: 3 clusters Score -2756390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2756403.750000 Penalty: 4983.195801
	Iteration 20F: 3 clusters Score -2756404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2756405.500000 Penalty: 4983.195801
	Iteration 21Q: 3 clusters Score -2756406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2756411.250000 Penalty: 4983.195801
	Iteration 22Q: 3 clusters Score -2756411 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2756424.750000 Penalty: 4983.195801
	Iteration 23Q: 3 clusters Score -2756425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2756424.250000 Penalty: 4983.195801
	Iteration 24Q: 3 clusters Score -2756424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2756432.000000 Penalty: 4983.195801
	Iteration 25Q: 3 clusters Score -2756432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2756434.750000 Penalty: 4983.195801
	Iteration 26Q: 3 clusters Score -2756435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2756439.250000 Penalty: 4983.195801
	Iteration 27Q: 3 clusters Score -2756439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2756437.750000 Penalty: 4983.195801
	Iteration 28Q: 3 clusters Score -2756438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2756439.000000 Penalty: 4983.195801
	Iteration 29Q: 3 clusters Score -2756439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2756438.500000 Penalty: 4983.195801
	Iteration 30Q: 3 clusters Score -2756438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2756447.000000 Penalty: 4983.195801
	Iteration 31Q: 3 clusters Score -2756447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2756452.250000 Penalty: 4983.195801
	Iteration 32Q: 3 clusters Score -2756452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2756459.000000 Penalty: 4983.195801
	Iteration 33Q: 3 clusters Score -2756459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2756465.500000 Penalty: 4983.195801
	Iteration 34Q: 3 clusters Score -2756466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2756468.750000 Penalty: 4983.195801
	Iteration 35Q: 3 clusters Score -2756469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2756463.750000 Penalty: 4983.195801
	Iteration 36Q: 3 clusters Score -2756464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2756466.750000 Penalty: 4983.195801
	Iteration 37Q: 3 clusters Score -2756467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2756474.250000 Penalty: 4983.195801
	Iteration 38Q: 3 clusters Score -2756474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2756470.000000 Penalty: 4983.195801
	Iteration 39Q: 3 clusters Score -2756470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2756469.250000 Penalty: 4983.195801
	Iteration 40F: 3 clusters Score -2756469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2756475.750000 Penalty: 4983.195801
	Iteration 41Q: 3 clusters Score -2756476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2756485.750000 Penalty: 4983.195801
	Iteration 42Q: 3 clusters Score -2756486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2756479.750000 Penalty: 4983.195801
	Iteration 43Q: 3 clusters Score -2756480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2756490.000000 Penalty: 4983.195801
	Iteration 44Q: 3 clusters Score -2756490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2756490.750000 Penalty: 4983.195801
	Iteration 45Q: 3 clusters Score -2756491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2756487.750000 Penalty: 4983.195801
	Iteration 46Q: 3 clusters Score -2756488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2756496.750000 Penalty: 4983.195801
	Iteration 47Q: 3 clusters Score -2756497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2756497.000000 Penalty: 4983.195801
	Iteration 48Q: 3 clusters Score -2756497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2756509.000000 Penalty: 4983.195801
	Iteration 49Q: 3 clusters Score -2756509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2756497.000000 Penalty: 4983.195801
	Iteration 50Q: 3 clusters Score -2756497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2756491.750000 Penalty: 4983.195801
	Iteration 51Q: 3 clusters Score -2756492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2756501.000000 Penalty: 4983.195801
	Iteration 52Q: 3 clusters Score -2756501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2756507.500000 Penalty: 4983.195801
	Iteration 53Q: 3 clusters Score -2756508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2756504.250000 Penalty: 4983.195801
	Iteration 54Q: 3 clusters Score -2756504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2756512.250000 Penalty: 4983.195801
	Iteration 55Q: 3 clusters Score -2756512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2756515.000000 Penalty: 4983.195801
	Iteration 56Q: 3 clusters Score -2756515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2756513.750000 Penalty: 4983.195801
	Iteration 57Q: 3 clusters Score -2756514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2756517.500000 Penalty: 4983.195801
	Iteration 58Q: 3 clusters Score -2756518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2756523.500000 Penalty: 4983.195801
	Iteration 59Q: 3 clusters Score -2756524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2756524.000000 Penalty: 4983.195801
	Iteration 60F: 3 clusters Score -2756524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2756530.000000 Penalty: 4983.195801
	Iteration 61Q: 3 clusters Score -2756530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2756531.500000 Penalty: 4983.195801
	Iteration 62Q: 3 clusters Score -2756532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2756541.500000 Penalty: 4983.195801
	Iteration 63Q: 3 clusters Score -2756542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2756540.500000 Penalty: 4983.195801
	Iteration 64Q: 3 clusters Score -2756540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2756543.000000 Penalty: 4983.195801
	Iteration 65Q: 3 clusters Score -2756543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2756553.250000 Penalty: 4983.195801
	Iteration 66Q: 3 clusters Score -2756553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2756571.500000 Penalty: 4983.195801
	Iteration 67Q: 3 clusters Score -2756572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2756577.500000 Penalty: 4983.195801
	Iteration 68Q: 3 clusters Score -2756578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2756590.000000 Penalty: 4983.195801
	Iteration 69Q: 3 clusters Score -2756590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2756594.250000 Penalty: 4983.195801
	Iteration 70Q: 3 clusters Score -2756594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2756600.750000 Penalty: 4983.195801
	Iteration 71Q: 3 clusters Score -2756601 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2756609.750000 Penalty: 4983.195801
	Iteration 72Q: 3 clusters Score -2756610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2756611.000000 Penalty: 4983.195801
	Iteration 73Q: 3 clusters Score -2756611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2756617.500000 Penalty: 4983.195801
	Iteration 74Q: 3 clusters Score -2756618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2756622.750000 Penalty: 4983.195801
	Iteration 75Q: 3 clusters Score -2756623 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2756640.750000 Penalty: 4983.195801
	Iteration 76Q: 3 clusters Score -2756641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2756643.750000 Penalty: 4983.195801
	Iteration 77Q: 3 clusters Score -2756644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2756653.500000 Penalty: 4983.195801
	Iteration 78Q: 3 clusters Score -2756654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2756659.500000 Penalty: 4983.195801
	Iteration 79Q: 3 clusters Score -2756660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2756659.750000 Penalty: 4983.195801
	Iteration 80F: 3 clusters Score -2756660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2756679.750000 Penalty: 4983.195801
	Iteration 81Q: 3 clusters Score -2756680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2756685.500000 Penalty: 4983.195801
	Iteration 82Q: 3 clusters Score -2756686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2756688.250000 Penalty: 4983.195801
	Iteration 83Q: 3 clusters Score -2756688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2756694.500000 Penalty: 4983.195801
	Iteration 84Q: 3 clusters Score -2756694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2756703.250000 Penalty: 4983.195801
	Iteration 85Q: 3 clusters Score -2756703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2756709.750000 Penalty: 4983.195801
	Iteration 86Q: 3 clusters Score -2756710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2756714.000000 Penalty: 4983.195801
	Iteration 87Q: 3 clusters Score -2756714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2756714.750000 Penalty: 4983.195801
	Iteration 88Q: 3 clusters Score -2756715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2756712.250000 Penalty: 4983.195801
	Iteration 89Q: 3 clusters Score -2756712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2756715.500000 Penalty: 4983.195801
	Iteration 90Q: 3 clusters Score -2756716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2756722.750000 Penalty: 4983.195801
	Iteration 91Q: 3 clusters Score -2756723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2756723.500000 Penalty: 4983.195801
	Iteration 92Q: 3 clusters Score -2756724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2756730.750000 Penalty: 4983.195801
	Iteration 93Q: 3 clusters Score -2756731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2756725.000000 Penalty: 4983.195801
	Iteration 94Q: 3 clusters Score -2756725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2756728.750000 Penalty: 4983.195801
	Iteration 95Q: 3 clusters Score -2756729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2756725.500000 Penalty: 4983.195801
	Iteration 96Q: 3 clusters Score -2756726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2756732.500000 Penalty: 4983.195801
	Iteration 97Q: 3 clusters Score -2756732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2756732.000000 Penalty: 4983.195801
	Iteration 98Q: 3 clusters Score -2756732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2756732.750000 Penalty: 4983.195801
	Iteration 99Q: 3 clusters Score -2756733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2756732.750000 Penalty: 4983.195801
	Iteration 100F: 3 clusters Score -2756733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 26090 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 6310 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 956 members 
Mstep: Class 49 contains 18300 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 4901 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Mstep: Class 71 contains 12721 members 
Mstep: Class 72 contains 1251 members 
Mstep: Class 73 contains 3346 members 
Mstep: Class 74 contains 2124 members 
Mstep: Class 75 contains 1297 members 
Mstep: Class 76 contains 2747 members 
Mstep: Class 77 contains 3657 members 
Mstep: Class 78 contains 11125 members 
Mstep: Class 79 contains 2328 members 
Mstep: Class 80 contains 572 members 
Mstep: Class 81 contains 780 members 
Mstep: Class 82 contains 4781 members 
Entering Unmasked Estep 
Score: -154504624.000000 Penalty: 286492.562500
Splitting cluster 49 changes total score from -154499040.000000 to -154504624.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 50 (92051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92051 members 
Entering Unmasked Estep 
Score: -11222919.000000 Penalty: 2834.664307
	Iteration 0F: 2 clusters Score -1.122292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -11161279.000000 Penalty: 5669.328613
	Iteration 0F: 3 clusters Score -1.116128e+07 nChanged 43244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -11186006.000000 Penalty: 5669.328613
	Iteration 1F: 3 clusters Score -1.118601e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -11187050.000000 Penalty: 5669.328613
	Iteration 2Q: 3 clusters Score -1.118705e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -11188317.000000 Penalty: 5669.328613
	Iteration 3Q: 3 clusters Score -1.118832e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -11189862.000000 Penalty: 5669.328613
	Iteration 4Q: 3 clusters Score -1.118986e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -11191687.000000 Penalty: 5669.328613
	Iteration 5Q: 3 clusters Score -1.119169e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -11194126.000000 Penalty: 5669.328613
	Iteration 6F: 3 clusters Score -1.119413e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -11196523.000000 Penalty: 5669.328613
	Iteration 7F: 3 clusters Score -1.119652e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -11198654.000000 Penalty: 5669.328613
	Iteration 8F: 3 clusters Score -1.119865e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -11200246.000000 Penalty: 5669.328613
	Iteration 9Q: 3 clusters Score -1.120025e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -11201390.000000 Penalty: 5669.328613
	Iteration 10Q: 3 clusters Score -1.120139e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -11202372.000000 Penalty: 5669.328613
	Iteration 11Q: 3 clusters Score -1.120237e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -11203425.000000 Penalty: 5669.328613
	Iteration 12Q: 3 clusters Score -1.120342e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -11204494.000000 Penalty: 5669.328613
	Iteration 13Q: 3 clusters Score -1.120449e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70480 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -11205929.000000 Penalty: 5669.328613
	Iteration 14Q: 3 clusters Score -1.120593e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -11207657.000000 Penalty: 5669.328613
	Iteration 15Q: 3 clusters Score -1.120766e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77346 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -11209749.000000 Penalty: 5669.328613
	Iteration 16Q: 3 clusters Score -1.120975e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80821 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -11211940.000000 Penalty: 5669.328613
	Iteration 17Q: 3 clusters Score -1.121194e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84035 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -11214280.000000 Penalty: 5669.328613
	Iteration 18Q: 3 clusters Score -1.121428e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -11216491.000000 Penalty: 5669.328613
	Iteration 19Q: 3 clusters Score -1.121649e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -11218127.000000 Penalty: 5669.328613
	Iteration 20F: 3 clusters Score -1.121813e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -11219230.000000 Penalty: 5669.328613
	Iteration 21Q: 3 clusters Score -1.121923e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -11219815.000000 Penalty: 5669.328613
	Iteration 22Q: 3 clusters Score -1.121982e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91169 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11220096.000000 Penalty: 5669.328613
	Iteration 23Q: 3 clusters Score -1.12201e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91331 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11220206.000000 Penalty: 5669.328613
	Iteration 24Q: 3 clusters Score -1.122021e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11220265.000000 Penalty: 5669.328613
	Iteration 25Q: 3 clusters Score -1.122026e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91485 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -11220327.000000 Penalty: 5669.328613
	Iteration 26Q: 3 clusters Score -1.122033e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91528 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11220352.000000 Penalty: 5669.328613
	Iteration 27Q: 3 clusters Score -1.122035e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11220369.000000 Penalty: 5669.328613
	Iteration 28Q: 3 clusters Score -1.122037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91567 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -11220386.000000 Penalty: 5669.328613
	Iteration 29Q: 3 clusters Score -1.122039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91580 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11220405.000000 Penalty: 5669.328613
	Iteration 30Q: 3 clusters Score -1.12204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91590 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11220397.000000 Penalty: 5669.328613
	Iteration 31Q: 3 clusters Score -1.12204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11220413.000000 Penalty: 5669.328613
	Iteration 32Q: 3 clusters Score -1.122041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11220432.000000 Penalty: 5669.328613
	Iteration 33Q: 3 clusters Score -1.122043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91609 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -11220434.000000 Penalty: 5669.328613
	Iteration 34Q: 3 clusters Score -1.122043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -11220445.000000 Penalty: 5669.328613
	Iteration 35Q: 3 clusters Score -1.122044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91614 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11220440.000000 Penalty: 5669.328613
	Iteration 36Q: 3 clusters Score -1.122044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11220436.000000 Penalty: 5669.328613
	Iteration 37Q: 3 clusters Score -1.122044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11220445.000000 Penalty: 5669.328613
	Iteration 38Q: 3 clusters Score -1.122044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11220439.000000 Penalty: 5669.328613
	Iteration 39Q: 3 clusters Score -1.122044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11220444.000000 Penalty: 5669.328613
	Iteration 40F: 3 clusters Score -1.122044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91618 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11220442.000000 Penalty: 5669.328613
	Iteration 41Q: 3 clusters Score -1.122044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91618 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11220442.000000 Penalty: 5669.328613
	Iteration 42F: 3 clusters Score -1.122044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -593394.125000 Penalty: 2113.698242
	Iteration 0F: 2 clusters Score -593394.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -588853.437500 Penalty: 4227.396484
	Iteration 0F: 3 clusters Score -588853.4 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -589982.937500 Penalty: 4227.396484
	Iteration 1F: 3 clusters Score -589982.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -590290.875000 Penalty: 4227.396484
	Iteration 2F: 3 clusters Score -590290.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -590561.437500 Penalty: 4227.396484
	Iteration 3F: 3 clusters Score -590561.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -590845.312500 Penalty: 4227.396484
	Iteration 4F: 3 clusters Score -590845.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -591100.875000 Penalty: 4227.396484
	Iteration 5F: 3 clusters Score -591100.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -591365.250000 Penalty: 4227.396484
	Iteration 6F: 3 clusters Score -591365.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -591667.062500 Penalty: 4227.396484
	Iteration 7Q: 3 clusters Score -591667.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -591979.125000 Penalty: 4227.396484
	Iteration 8F: 3 clusters Score -591979.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -592174.625000 Penalty: 4227.396484
	Iteration 9Q: 3 clusters Score -592174.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -592297.875000 Penalty: 4227.396484
	Iteration 10Q: 3 clusters Score -592297.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -592392.937500 Penalty: 4227.396484
	Iteration 11Q: 3 clusters Score -592392.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -592456.687500 Penalty: 4227.396484
	Iteration 12Q: 3 clusters Score -592456.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -592503.312500 Penalty: 4227.396484
	Iteration 13Q: 3 clusters Score -592503.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -592533.687500 Penalty: 4227.396484
	Iteration 14Q: 3 clusters Score -592533.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -592555.062500 Penalty: 4227.396484
	Iteration 15Q: 3 clusters Score -592555.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -592567.000000 Penalty: 4227.396484
	Iteration 16Q: 3 clusters Score -592567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -592578.125000 Penalty: 4227.396484
	Iteration 17Q: 3 clusters Score -592578.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -592583.812500 Penalty: 4227.396484
	Iteration 18Q: 3 clusters Score -592583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -592585.312500 Penalty: 4227.396484
	Iteration 19Q: 3 clusters Score -592585.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -592586.562500 Penalty: 4227.396484
	Iteration 20F: 3 clusters Score -592586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -592588.125000 Penalty: 4227.396484
	Iteration 21Q: 3 clusters Score -592588.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -592590.500000 Penalty: 4227.396484
	Iteration 22Q: 3 clusters Score -592590.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -592593.812500 Penalty: 4227.396484
	Iteration 23Q: 3 clusters Score -592593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -592595.875000 Penalty: 4227.396484
	Iteration 24Q: 3 clusters Score -592595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -592599.125000 Penalty: 4227.396484
	Iteration 25Q: 3 clusters Score -592599.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -592599.687500 Penalty: 4227.396484
	Iteration 26Q: 3 clusters Score -592599.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -592602.062500 Penalty: 4227.396484
	Iteration 27Q: 3 clusters Score -592602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -592602.437500 Penalty: 4227.396484
	Iteration 28Q: 3 clusters Score -592602.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -592602.437500 Penalty: 4227.396484
	Iteration 29F: 3 clusters Score -592602.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Entering Unmasked Estep 
Score: -529775.125000 Penalty: 2088.820312
	Iteration 0F: 2 clusters Score -529775.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -525548.250000 Penalty: 4177.640625
	Iteration 0F: 3 clusters Score -525548.2 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -526572.562500 Penalty: 4177.640625
	Iteration 1F: 3 clusters Score -526572.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -526843.375000 Penalty: 4177.640625
	Iteration 2F: 3 clusters Score -526843.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -527020.562500 Penalty: 4177.640625
	Iteration 3F: 3 clusters Score -527020.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -527159.312500 Penalty: 4177.640625
	Iteration 4Q: 3 clusters Score -527159.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -527265.000000 Penalty: 4177.640625
	Iteration 5Q: 3 clusters Score -527265 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -527341.562500 Penalty: 4177.640625
	Iteration 6Q: 3 clusters Score -527341.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -527421.437500 Penalty: 4177.640625
	Iteration 7Q: 3 clusters Score -527421.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -527500.625000 Penalty: 4177.640625
	Iteration 8Q: 3 clusters Score -527500.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -527574.375000 Penalty: 4177.640625
	Iteration 9Q: 3 clusters Score -527574.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -527646.375000 Penalty: 4177.640625
	Iteration 10Q: 3 clusters Score -527646.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -527728.937500 Penalty: 4177.640625
	Iteration 11Q: 3 clusters Score -527728.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -527846.625000 Penalty: 4177.640625
	Iteration 12Q: 3 clusters Score -527846.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -527977.187500 Penalty: 4177.640625
	Iteration 13Q: 3 clusters Score -527977.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -528108.625000 Penalty: 4177.640625
	Iteration 14Q: 3 clusters Score -528108.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -528210.062500 Penalty: 4177.640625
	Iteration 15Q: 3 clusters Score -528210.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -528290.750000 Penalty: 4177.640625
	Iteration 16Q: 3 clusters Score -528290.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -528373.062500 Penalty: 4177.640625
	Iteration 17Q: 3 clusters Score -528373.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -528484.875000 Penalty: 4177.640625
	Iteration 18Q: 3 clusters Score -528484.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -528632.250000 Penalty: 4177.640625
	Iteration 19Q: 3 clusters Score -528632.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -528793.625000 Penalty: 4177.640625
	Iteration 20F: 3 clusters Score -528793.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -528952.750000 Penalty: 4177.640625
	Iteration 21Q: 3 clusters Score -528952.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -529067.375000 Penalty: 4177.640625
	Iteration 22Q: 3 clusters Score -529067.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -529134.812500 Penalty: 4177.640625
	Iteration 23Q: 3 clusters Score -529134.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -529172.187500 Penalty: 4177.640625
	Iteration 24Q: 3 clusters Score -529172.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -529201.437500 Penalty: 4177.640625
	Iteration 25Q: 3 clusters Score -529201.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -529221.812500 Penalty: 4177.640625
	Iteration 26Q: 3 clusters Score -529221.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -529234.625000 Penalty: 4177.640625
	Iteration 27Q: 3 clusters Score -529234.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -529243.250000 Penalty: 4177.640625
	Iteration 28Q: 3 clusters Score -529243.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -529254.562500 Penalty: 4177.640625
	Iteration 29Q: 3 clusters Score -529254.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -529264.937500 Penalty: 4177.640625
	Iteration 30Q: 3 clusters Score -529264.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -529273.125000 Penalty: 4177.640625
	Iteration 31Q: 3 clusters Score -529273.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -529280.062500 Penalty: 4177.640625
	Iteration 32Q: 3 clusters Score -529280.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -529289.187500 Penalty: 4177.640625
	Iteration 33Q: 3 clusters Score -529289.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -529292.250000 Penalty: 4177.640625
	Iteration 34Q: 3 clusters Score -529292.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -529296.750000 Penalty: 4177.640625
	Iteration 35Q: 3 clusters Score -529296.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -529300.500000 Penalty: 4177.640625
	Iteration 36Q: 3 clusters Score -529300.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -529306.812500 Penalty: 4177.640625
	Iteration 37Q: 3 clusters Score -529306.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -529313.187500 Penalty: 4177.640625
	Iteration 38Q: 3 clusters Score -529313.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -529315.937500 Penalty: 4177.640625
	Iteration 39Q: 3 clusters Score -529315.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -529322.125000 Penalty: 4177.640625
	Iteration 40F: 3 clusters Score -529322.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -529331.500000 Penalty: 4177.640625
	Iteration 41Q: 3 clusters Score -529331.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -529340.250000 Penalty: 4177.640625
	Iteration 42Q: 3 clusters Score -529340.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -529347.312500 Penalty: 4177.640625
	Iteration 43Q: 3 clusters Score -529347.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -529353.687500 Penalty: 4177.640625
	Iteration 44Q: 3 clusters Score -529353.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -529359.250000 Penalty: 4177.640625
	Iteration 45Q: 3 clusters Score -529359.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -529365.312500 Penalty: 4177.640625
	Iteration 46Q: 3 clusters Score -529365.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -529367.250000 Penalty: 4177.640625
	Iteration 47Q: 3 clusters Score -529367.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -529371.125000 Penalty: 4177.640625
	Iteration 48Q: 3 clusters Score -529371.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -529372.375000 Penalty: 4177.640625
	Iteration 49Q: 3 clusters Score -529372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -529373.500000 Penalty: 4177.640625
	Iteration 50Q: 3 clusters Score -529373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -529375.062500 Penalty: 4177.640625
	Iteration 51Q: 3 clusters Score -529375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -529375.500000 Penalty: 4177.640625
	Iteration 52Q: 3 clusters Score -529375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -529375.000000 Penalty: 4177.640625
	Iteration 53Q: 3 clusters Score -529375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -529376.125000 Penalty: 4177.640625
	Iteration 54Q: 3 clusters Score -529376.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -529375.812500 Penalty: 4177.640625
	Iteration 55Q: 3 clusters Score -529375.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -529375.812500 Penalty: 4177.640625
	Iteration 56F: 3 clusters Score -529375.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Entering Unmasked Estep 
Score: -617292.000000 Penalty: 2153.143311
	Iteration 0F: 2 clusters Score -617292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -612285.375000 Penalty: 4306.286621
	Iteration 0F: 3 clusters Score -612285.4 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -613852.875000 Penalty: 4306.286621
	Iteration 1F: 3 clusters Score -613852.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -614261.187500 Penalty: 4306.286621
	Iteration 2F: 3 clusters Score -614261.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -614623.375000 Penalty: 4306.286621
	Iteration 3F: 3 clusters Score -614623.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -614932.875000 Penalty: 4306.286621
	Iteration 4F: 3 clusters Score -614932.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -615230.875000 Penalty: 4306.286621
	Iteration 5F: 3 clusters Score -615230.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -615488.500000 Penalty: 4306.286621
	Iteration 6F: 3 clusters Score -615488.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -615711.687500 Penalty: 4306.286621
	Iteration 7Q: 3 clusters Score -615711.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -615933.125000 Penalty: 4306.286621
	Iteration 8Q: 3 clusters Score -615933.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -616089.750000 Penalty: 4306.286621
	Iteration 9Q: 3 clusters Score -616089.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -616220.437500 Penalty: 4306.286621
	Iteration 10Q: 3 clusters Score -616220.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -616325.187500 Penalty: 4306.286621
	Iteration 11Q: 3 clusters Score -616325.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -616403.500000 Penalty: 4306.286621
	Iteration 12Q: 3 clusters Score -616403.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -616479.562500 Penalty: 4306.286621
	Iteration 13Q: 3 clusters Score -616479.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -616537.375000 Penalty: 4306.286621
	Iteration 14Q: 3 clusters Score -616537.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -616567.875000 Penalty: 4306.286621
	Iteration 15Q: 3 clusters Score -616567.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -616594.187500 Penalty: 4306.286621
	Iteration 16Q: 3 clusters Score -616594.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -616625.750000 Penalty: 4306.286621
	Iteration 17Q: 3 clusters Score -616625.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -616647.000000 Penalty: 4306.286621
	Iteration 18Q: 3 clusters Score -616647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -616660.562500 Penalty: 4306.286621
	Iteration 19Q: 3 clusters Score -616660.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -616682.687500 Penalty: 4306.286621
	Iteration 20F: 3 clusters Score -616682.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -616732.062500 Penalty: 4306.286621
	Iteration 21Q: 3 clusters Score -616732.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -616754.187500 Penalty: 4306.286621
	Iteration 22Q: 3 clusters Score -616754.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -616777.437500 Penalty: 4306.286621
	Iteration 23Q: 3 clusters Score -616777.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -616796.937500 Penalty: 4306.286621
	Iteration 24Q: 3 clusters Score -616796.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -616809.250000 Penalty: 4306.286621
	Iteration 25Q: 3 clusters Score -616809.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -616825.000000 Penalty: 4306.286621
	Iteration 26Q: 3 clusters Score -616825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -616831.812500 Penalty: 4306.286621
	Iteration 27Q: 3 clusters Score -616831.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -616837.187500 Penalty: 4306.286621
	Iteration 28Q: 3 clusters Score -616837.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -616839.000000 Penalty: 4306.286621
	Iteration 29Q: 3 clusters Score -616839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -616845.125000 Penalty: 4306.286621
	Iteration 30Q: 3 clusters Score -616845.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -616847.625000 Penalty: 4306.286621
	Iteration 31Q: 3 clusters Score -616847.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -616850.750000 Penalty: 4306.286621
	Iteration 32Q: 3 clusters Score -616850.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -616851.875000 Penalty: 4306.286621
	Iteration 33Q: 3 clusters Score -616851.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -616854.312500 Penalty: 4306.286621
	Iteration 34Q: 3 clusters Score -616854.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -616854.187500 Penalty: 4306.286621
	Iteration 35Q: 3 clusters Score -616854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -616855.625000 Penalty: 4306.286621
	Iteration 36Q: 3 clusters Score -616855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -616856.500000 Penalty: 4306.286621
	Iteration 37Q: 3 clusters Score -616856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -616858.000000 Penalty: 4306.286621
	Iteration 38Q: 3 clusters Score -616858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -616859.062500 Penalty: 4306.286621
	Iteration 39Q: 3 clusters Score -616859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -616859.312500 Penalty: 4306.286621
	Iteration 40F: 3 clusters Score -616859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -616861.750000 Penalty: 4306.286621
	Iteration 41Q: 3 clusters Score -616861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -616862.812500 Penalty: 4306.286621
	Iteration 42Q: 3 clusters Score -616862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -616865.500000 Penalty: 4306.286621
	Iteration 43Q: 3 clusters Score -616865.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -616868.312500 Penalty: 4306.286621
	Iteration 44Q: 3 clusters Score -616868.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -616870.125000 Penalty: 4306.286621
	Iteration 45Q: 3 clusters Score -616870.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -616869.062500 Penalty: 4306.286621
	Iteration 46Q: 3 clusters Score -616869.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -616869.062500 Penalty: 4306.286621
	Iteration 47F: 3 clusters Score -616869.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -292497.031250 Penalty: 1938.970703
	Iteration 0F: 2 clusters Score -292497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -289584.500000 Penalty: 3877.941406
	Iteration 0F: 3 clusters Score -289584.5 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -290131.875000 Penalty: 3877.941406
	Iteration 1F: 3 clusters Score -290131.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -290297.625000 Penalty: 3877.941406
	Iteration 2F: 3 clusters Score -290297.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -290415.843750 Penalty: 3877.941406
	Iteration 3F: 3 clusters Score -290415.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -290530.000000 Penalty: 3877.941406
	Iteration 4Q: 3 clusters Score -290530 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -290609.937500 Penalty: 3877.941406
	Iteration 5Q: 3 clusters Score -290609.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -290671.406250 Penalty: 3877.941406
	Iteration 6Q: 3 clusters Score -290671.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -290735.718750 Penalty: 3877.941406
	Iteration 7Q: 3 clusters Score -290735.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -290787.875000 Penalty: 3877.941406
	Iteration 8Q: 3 clusters Score -290787.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -290836.468750 Penalty: 3877.941406
	Iteration 9Q: 3 clusters Score -290836.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -290867.968750 Penalty: 3877.941406
	Iteration 10Q: 3 clusters Score -290868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -290895.750000 Penalty: 3877.941406
	Iteration 11Q: 3 clusters Score -290895.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -290914.000000 Penalty: 3877.941406
	Iteration 12Q: 3 clusters Score -290914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -290923.718750 Penalty: 3877.941406
	Iteration 13Q: 3 clusters Score -290923.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -290940.843750 Penalty: 3877.941406
	Iteration 14Q: 3 clusters Score -290940.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -290957.062500 Penalty: 3877.941406
	Iteration 15Q: 3 clusters Score -290957.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -290967.531250 Penalty: 3877.941406
	Iteration 16Q: 3 clusters Score -290967.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -290978.437500 Penalty: 3877.941406
	Iteration 17Q: 3 clusters Score -290978.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -290984.562500 Penalty: 3877.941406
	Iteration 18Q: 3 clusters Score -290984.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -290987.781250 Penalty: 3877.941406
	Iteration 19Q: 3 clusters Score -290987.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -290992.031250 Penalty: 3877.941406
	Iteration 20F: 3 clusters Score -290992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -290999.000000 Penalty: 3877.941406
	Iteration 21Q: 3 clusters Score -290999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -291002.937500 Penalty: 3877.941406
	Iteration 22Q: 3 clusters Score -291002.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -291007.562500 Penalty: 3877.941406
	Iteration 23Q: 3 clusters Score -291007.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -291011.906250 Penalty: 3877.941406
	Iteration 24Q: 3 clusters Score -291011.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -291019.562500 Penalty: 3877.941406
	Iteration 25Q: 3 clusters Score -291019.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -291027.656250 Penalty: 3877.941406
	Iteration 26Q: 3 clusters Score -291027.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -291035.031250 Penalty: 3877.941406
	Iteration 27Q: 3 clusters Score -291035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -291043.593750 Penalty: 3877.941406
	Iteration 28Q: 3 clusters Score -291043.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -291046.750000 Penalty: 3877.941406
	Iteration 29Q: 3 clusters Score -291046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -291048.562500 Penalty: 3877.941406
	Iteration 30Q: 3 clusters Score -291048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -291051.687500 Penalty: 3877.941406
	Iteration 31Q: 3 clusters Score -291051.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -291054.343750 Penalty: 3877.941406
	Iteration 32Q: 3 clusters Score -291054.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -291056.593750 Penalty: 3877.941406
	Iteration 33Q: 3 clusters Score -291056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -291060.000000 Penalty: 3877.941406
	Iteration 34Q: 3 clusters Score -291060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -291062.062500 Penalty: 3877.941406
	Iteration 35Q: 3 clusters Score -291062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -291064.156250 Penalty: 3877.941406
	Iteration 36Q: 3 clusters Score -291064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -291064.156250 Penalty: 3877.941406
	Iteration 37F: 3 clusters Score -291064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Entering Unmasked Estep 
Score: -512352.343750 Penalty: 2081.292969
	Iteration 0F: 2 clusters Score -512352.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -508213.656250 Penalty: 4162.585938
	Iteration 0F: 3 clusters Score -508213.7 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -509126.968750 Penalty: 4162.585938
	Iteration 1F: 3 clusters Score -509127 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -509326.781250 Penalty: 4162.585938
	Iteration 2F: 3 clusters Score -509326.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -509471.375000 Penalty: 4162.585938
	Iteration 3F: 3 clusters Score -509471.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -509624.031250 Penalty: 4162.585938
	Iteration 4Q: 3 clusters Score -509624 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -509766.000000 Penalty: 4162.585938
	Iteration 5Q: 3 clusters Score -509766 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -509928.718750 Penalty: 4162.585938
	Iteration 6Q: 3 clusters Score -509928.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -510114.687500 Penalty: 4162.585938
	Iteration 7Q: 3 clusters Score -510114.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -510306.250000 Penalty: 4162.585938
	Iteration 8Q: 3 clusters Score -510306.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -510446.906250 Penalty: 4162.585938
	Iteration 9Q: 3 clusters Score -510446.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -510580.750000 Penalty: 4162.585938
	Iteration 10Q: 3 clusters Score -510580.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -510712.218750 Penalty: 4162.585938
	Iteration 11Q: 3 clusters Score -510712.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -510838.281250 Penalty: 4162.585938
	Iteration 12Q: 3 clusters Score -510838.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -510932.781250 Penalty: 4162.585938
	Iteration 13Q: 3 clusters Score -510932.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -511029.687500 Penalty: 4162.585938
	Iteration 14Q: 3 clusters Score -511029.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -511111.750000 Penalty: 4162.585938
	Iteration 15Q: 3 clusters Score -511111.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -511170.906250 Penalty: 4162.585938
	Iteration 16Q: 3 clusters Score -511170.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -511196.156250 Penalty: 4162.585938
	Iteration 17Q: 3 clusters Score -511196.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -511208.437500 Penalty: 4162.585938
	Iteration 18Q: 3 clusters Score -511208.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -511217.531250 Penalty: 4162.585938
	Iteration 19Q: 3 clusters Score -511217.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -511222.250000 Penalty: 4162.585938
	Iteration 20F: 3 clusters Score -511222.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -511225.187500 Penalty: 4162.585938
	Iteration 21Q: 3 clusters Score -511225.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -511229.000000 Penalty: 4162.585938
	Iteration 22Q: 3 clusters Score -511229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -511230.718750 Penalty: 4162.585938
	Iteration 23Q: 3 clusters Score -511230.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -511231.343750 Penalty: 4162.585938
	Iteration 24Q: 3 clusters Score -511231.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -511232.375000 Penalty: 4162.585938
	Iteration 25Q: 3 clusters Score -511232.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -511233.718750 Penalty: 4162.585938
	Iteration 26Q: 3 clusters Score -511233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -511233.843750 Penalty: 4162.585938
	Iteration 27Q: 3 clusters Score -511233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -511234.906250 Penalty: 4162.585938
	Iteration 28Q: 3 clusters Score -511234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -511233.937500 Penalty: 4162.585938
	Iteration 29Q: 3 clusters Score -511233.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -511233.937500 Penalty: 4162.585938
	Iteration 30F: 3 clusters Score -511233.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (4901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Entering Unmasked Estep 
Score: -564155.437500 Penalty: 2107.304199
	Iteration 0F: 2 clusters Score -564155.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -559717.812500 Penalty: 4214.608398
	Iteration 0F: 3 clusters Score -559717.8 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -561005.625000 Penalty: 4214.608398
	Iteration 1F: 3 clusters Score -561005.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -561767.750000 Penalty: 4214.608398
	Iteration 2F: 3 clusters Score -561767.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -562560.812500 Penalty: 4214.608398
	Iteration 3F: 3 clusters Score -562560.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -563284.062500 Penalty: 4214.608398
	Iteration 4F: 3 clusters Score -563284.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -563940.937500 Penalty: 4214.608398
	Iteration 5F: 3 clusters Score -563940.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -564487.625000 Penalty: 4214.608398
	Iteration 6F: 3 clusters Score -564487.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -564994.562500 Penalty: 4214.608398
	Iteration 7F: 3 clusters Score -564994.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -565400.437500 Penalty: 4214.608398
	Iteration 8Q: 3 clusters Score -565400.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -565554.375000 Penalty: 4214.608398
	Iteration 9Q: 3 clusters Score -565554.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -565597.062500 Penalty: 4214.608398
	Iteration 10Q: 3 clusters Score -565597.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -565618.562500 Penalty: 4214.608398
	Iteration 11Q: 3 clusters Score -565618.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -565636.062500 Penalty: 4214.608398
	Iteration 12Q: 3 clusters Score -565636.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -565646.312500 Penalty: 4214.608398
	Iteration 13Q: 3 clusters Score -565646.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -565651.312500 Penalty: 4214.608398
	Iteration 14Q: 3 clusters Score -565651.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -565656.062500 Penalty: 4214.608398
	Iteration 15Q: 3 clusters Score -565656.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -565659.687500 Penalty: 4214.608398
	Iteration 16Q: 3 clusters Score -565659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -565660.750000 Penalty: 4214.608398
	Iteration 17Q: 3 clusters Score -565660.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -565663.312500 Penalty: 4214.608398
	Iteration 18Q: 3 clusters Score -565663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -565664.187500 Penalty: 4214.608398
	Iteration 19Q: 3 clusters Score -565664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -565664.187500 Penalty: 4214.608398
	Iteration 20F: 3 clusters Score -565664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 26090 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 6310 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 956 members 
Mstep: Class 49 contains 18300 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 1131 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 1098 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Mstep: Class 71 contains 12721 members 
Mstep: Class 72 contains 1251 members 
Mstep: Class 73 contains 3346 members 
Mstep: Class 74 contains 2124 members 
Mstep: Class 75 contains 1297 members 
Mstep: Class 76 contains 2747 members 
Mstep: Class 77 contains 3657 members 
Mstep: Class 78 contains 11125 members 
Mstep: Class 79 contains 2328 members 
Mstep: Class 80 contains 572 members 
Mstep: Class 81 contains 780 members 
Mstep: Class 82 contains 4781 members 
Mstep: Class 83 contains 3770 members 
Entering Unmasked Estep 
Score: -154504288.000000 Penalty: 289986.375000
Splitting cluster 56 changes total score from -154499040.000000 to -154504288.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 57 (15889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Entering Unmasked Estep 
Score: -1988126.125000 Penalty: 2398.999023
	Iteration 0F: 2 clusters Score -1988126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1976685.625000 Penalty: 4797.998047
	Iteration 0F: 3 clusters Score -1976686 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1980116.250000 Penalty: 4797.998047
	Iteration 1F: 3 clusters Score -1980116 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1980461.500000 Penalty: 4797.998047
	Iteration 2F: 3 clusters Score -1980462 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1980760.750000 Penalty: 4797.998047
	Iteration 3Q: 3 clusters Score -1980761 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1980985.750000 Penalty: 4797.998047
	Iteration 4Q: 3 clusters Score -1980986 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1981174.625000 Penalty: 4797.998047
	Iteration 5Q: 3 clusters Score -1981175 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1981348.125000 Penalty: 4797.998047
	Iteration 6Q: 3 clusters Score -1981348 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1981492.375000 Penalty: 4797.998047
	Iteration 7Q: 3 clusters Score -1981492 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1981628.500000 Penalty: 4797.998047
	Iteration 8Q: 3 clusters Score -1981628 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1981762.625000 Penalty: 4797.998047
	Iteration 9Q: 3 clusters Score -1981763 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1981942.375000 Penalty: 4797.998047
	Iteration 10Q: 3 clusters Score -1981942 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1982187.875000 Penalty: 4797.998047
	Iteration 11Q: 3 clusters Score -1982188 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1982523.250000 Penalty: 4797.998047
	Iteration 12Q: 3 clusters Score -1982523 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1982895.625000 Penalty: 4797.998047
	Iteration 13Q: 3 clusters Score -1982896 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1983379.250000 Penalty: 4797.998047
	Iteration 14Q: 3 clusters Score -1983379 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1983906.500000 Penalty: 4797.998047
	Iteration 15Q: 3 clusters Score -1983906 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1984405.000000 Penalty: 4797.998047
	Iteration 16Q: 3 clusters Score -1984405 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1984875.625000 Penalty: 4797.998047
	Iteration 17Q: 3 clusters Score -1984876 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1985304.000000 Penalty: 4797.998047
	Iteration 18Q: 3 clusters Score -1985304 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1985637.250000 Penalty: 4797.998047
	Iteration 19Q: 3 clusters Score -1985637 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1985913.625000 Penalty: 4797.998047
	Iteration 20F: 3 clusters Score -1985914 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1986100.375000 Penalty: 4797.998047
	Iteration 21Q: 3 clusters Score -1986100 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1986233.375000 Penalty: 4797.998047
	Iteration 22Q: 3 clusters Score -1986233 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1986319.750000 Penalty: 4797.998047
	Iteration 23Q: 3 clusters Score -1986320 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1986378.000000 Penalty: 4797.998047
	Iteration 24Q: 3 clusters Score -1986378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1986425.000000 Penalty: 4797.998047
	Iteration 25Q: 3 clusters Score -1986425 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1986470.125000 Penalty: 4797.998047
	Iteration 26Q: 3 clusters Score -1986470 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1986507.625000 Penalty: 4797.998047
	Iteration 27Q: 3 clusters Score -1986508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1986546.500000 Penalty: 4797.998047
	Iteration 28Q: 3 clusters Score -1986546 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1986578.875000 Penalty: 4797.998047
	Iteration 29Q: 3 clusters Score -1986579 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1986605.000000 Penalty: 4797.998047
	Iteration 30Q: 3 clusters Score -1986605 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1986642.875000 Penalty: 4797.998047
	Iteration 31Q: 3 clusters Score -1986643 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1986672.375000 Penalty: 4797.998047
	Iteration 32Q: 3 clusters Score -1986672 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1986696.000000 Penalty: 4797.998047
	Iteration 33Q: 3 clusters Score -1986696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1986708.875000 Penalty: 4797.998047
	Iteration 34Q: 3 clusters Score -1986709 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1986719.000000 Penalty: 4797.998047
	Iteration 35Q: 3 clusters Score -1986719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1986732.000000 Penalty: 4797.998047
	Iteration 36Q: 3 clusters Score -1986732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1986738.000000 Penalty: 4797.998047
	Iteration 37Q: 3 clusters Score -1986738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1986735.375000 Penalty: 4797.998047
	Iteration 38Q: 3 clusters Score -1986735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1986742.125000 Penalty: 4797.998047
	Iteration 39Q: 3 clusters Score -1986742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1986745.250000 Penalty: 4797.998047
	Iteration 40F: 3 clusters Score -1986745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1986751.250000 Penalty: 4797.998047
	Iteration 41Q: 3 clusters Score -1986751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1986750.125000 Penalty: 4797.998047
	Iteration 42Q: 3 clusters Score -1986750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1986751.625000 Penalty: 4797.998047
	Iteration 43Q: 3 clusters Score -1986752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1986756.125000 Penalty: 4797.998047
	Iteration 44Q: 3 clusters Score -1986756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1986761.375000 Penalty: 4797.998047
	Iteration 45Q: 3 clusters Score -1986761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1986764.375000 Penalty: 4797.998047
	Iteration 46Q: 3 clusters Score -1986764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1986764.375000 Penalty: 4797.998047
	Iteration 47F: 3 clusters Score -1986764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Entering Unmasked Estep 
Score: -474881.343750 Penalty: 1984.751221
	Iteration 0F: 2 clusters Score -474881.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -471674.718750 Penalty: 3969.502441
	Iteration 0F: 3 clusters Score -471674.7 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -472610.468750 Penalty: 3969.502441
	Iteration 1F: 3 clusters Score -472610.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -473031.718750 Penalty: 3969.502441
	Iteration 2F: 3 clusters Score -473031.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -473431.906250 Penalty: 3969.502441
	Iteration 3F: 3 clusters Score -473431.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -473795.750000 Penalty: 3969.502441
	Iteration 4F: 3 clusters Score -473795.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -474057.812500 Penalty: 3969.502441
	Iteration 5F: 3 clusters Score -474057.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -474191.625000 Penalty: 3969.502441
	Iteration 6Q: 3 clusters Score -474191.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -474250.812500 Penalty: 3969.502441
	Iteration 7Q: 3 clusters Score -474250.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -474271.531250 Penalty: 3969.502441
	Iteration 8Q: 3 clusters Score -474271.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -474284.187500 Penalty: 3969.502441
	Iteration 9Q: 3 clusters Score -474284.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -474291.156250 Penalty: 3969.502441
	Iteration 10Q: 3 clusters Score -474291.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -474293.687500 Penalty: 3969.502441
	Iteration 11Q: 3 clusters Score -474293.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -474293.500000 Penalty: 3969.502441
	Iteration 12Q: 3 clusters Score -474293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -474293.812500 Penalty: 3969.502441
	Iteration 13Q: 3 clusters Score -474293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -474294.968750 Penalty: 3969.502441
	Iteration 14Q: 3 clusters Score -474295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -474295.625000 Penalty: 3969.502441
	Iteration 15Q: 3 clusters Score -474295.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -474297.531250 Penalty: 3969.502441
	Iteration 16Q: 3 clusters Score -474297.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -474300.093750 Penalty: 3969.502441
	Iteration 17Q: 3 clusters Score -474300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -474303.281250 Penalty: 3969.502441
	Iteration 18Q: 3 clusters Score -474303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -474303.343750 Penalty: 3969.502441
	Iteration 19Q: 3 clusters Score -474303.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -474303.343750 Penalty: 3969.502441
	Iteration 20F: 3 clusters Score -474303.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Entering Unmasked Estep 
Score: -356942.437500 Penalty: 1986.486938
	Iteration 0F: 2 clusters Score -356942.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -353686.250000 Penalty: 3972.973877
	Iteration 0F: 3 clusters Score -353686.2 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -354368.125000 Penalty: 3972.973877
	Iteration 1F: 3 clusters Score -354368.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -354523.625000 Penalty: 3972.973877
	Iteration 2F: 3 clusters Score -354523.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -354610.156250 Penalty: 3972.973877
	Iteration 3Q: 3 clusters Score -354610.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -354667.125000 Penalty: 3972.973877
	Iteration 4Q: 3 clusters Score -354667.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -354713.812500 Penalty: 3972.973877
	Iteration 5Q: 3 clusters Score -354713.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -354770.031250 Penalty: 3972.973877
	Iteration 6Q: 3 clusters Score -354770 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -354830.500000 Penalty: 3972.973877
	Iteration 7Q: 3 clusters Score -354830.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -354874.281250 Penalty: 3972.973877
	Iteration 8Q: 3 clusters Score -354874.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -354926.843750 Penalty: 3972.973877
	Iteration 9Q: 3 clusters Score -354926.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -354970.500000 Penalty: 3972.973877
	Iteration 10Q: 3 clusters Score -354970.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -355004.968750 Penalty: 3972.973877
	Iteration 11Q: 3 clusters Score -355005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -355044.750000 Penalty: 3972.973877
	Iteration 12Q: 3 clusters Score -355044.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -355074.562500 Penalty: 3972.973877
	Iteration 13Q: 3 clusters Score -355074.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -355095.656250 Penalty: 3972.973877
	Iteration 14Q: 3 clusters Score -355095.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -355110.937500 Penalty: 3972.973877
	Iteration 15Q: 3 clusters Score -355110.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -355127.750000 Penalty: 3972.973877
	Iteration 16Q: 3 clusters Score -355127.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -355144.281250 Penalty: 3972.973877
	Iteration 17Q: 3 clusters Score -355144.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -355157.062500 Penalty: 3972.973877
	Iteration 18Q: 3 clusters Score -355157.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -355169.250000 Penalty: 3972.973877
	Iteration 19Q: 3 clusters Score -355169.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -355180.281250 Penalty: 3972.973877
	Iteration 20F: 3 clusters Score -355180.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -355192.406250 Penalty: 3972.973877
	Iteration 21Q: 3 clusters Score -355192.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -355202.593750 Penalty: 3972.973877
	Iteration 22Q: 3 clusters Score -355202.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -355213.750000 Penalty: 3972.973877
	Iteration 23Q: 3 clusters Score -355213.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -355222.312500 Penalty: 3972.973877
	Iteration 24Q: 3 clusters Score -355222.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -355226.843750 Penalty: 3972.973877
	Iteration 25Q: 3 clusters Score -355226.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -355230.968750 Penalty: 3972.973877
	Iteration 26Q: 3 clusters Score -355231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -355236.312500 Penalty: 3972.973877
	Iteration 27Q: 3 clusters Score -355236.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -355239.781250 Penalty: 3972.973877
	Iteration 28Q: 3 clusters Score -355239.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -355243.093750 Penalty: 3972.973877
	Iteration 29Q: 3 clusters Score -355243.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -355247.375000 Penalty: 3972.973877
	Iteration 30Q: 3 clusters Score -355247.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -355251.687500 Penalty: 3972.973877
	Iteration 31Q: 3 clusters Score -355251.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -355256.343750 Penalty: 3972.973877
	Iteration 32Q: 3 clusters Score -355256.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -355259.593750 Penalty: 3972.973877
	Iteration 33Q: 3 clusters Score -355259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -355260.437500 Penalty: 3972.973877
	Iteration 34Q: 3 clusters Score -355260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -355262.312500 Penalty: 3972.973877
	Iteration 35Q: 3 clusters Score -355262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -355263.218750 Penalty: 3972.973877
	Iteration 36Q: 3 clusters Score -355263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -355265.343750 Penalty: 3972.973877
	Iteration 37Q: 3 clusters Score -355265.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -355267.375000 Penalty: 3972.973877
	Iteration 38Q: 3 clusters Score -355267.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -355268.312500 Penalty: 3972.973877
	Iteration 39Q: 3 clusters Score -355268.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -355268.500000 Penalty: 3972.973877
	Iteration 40F: 3 clusters Score -355268.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -170599.390625 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -170599.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -168579.140625 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -168579.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -169036.765625 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -169036.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -169368.609375 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -169368.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -169764.359375 Penalty: 3472.617676
	Iteration 3F: 3 clusters Score -169764.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -170223.812500 Penalty: 3472.617676
	Iteration 4F: 3 clusters Score -170223.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -170531.156250 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -170531.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -170676.562500 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -170676.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -170713.093750 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -170713.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -170728.609375 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -170728.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -170730.468750 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -170730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -170735.640625 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -170735.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -170746.953125 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -170747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -170763.921875 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -170763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -170773.140625 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -170773.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -170779.218750 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -170779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -170783.687500 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -170783.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -170786.796875 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -170786.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -170788.546875 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -170788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -170790.109375 Penalty: 3472.617676
	Iteration 18Q: 3 clusters Score -170790.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -170790.109375 Penalty: 3472.617676
	Iteration 19F: 3 clusters Score -170790.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 26090 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 6310 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 956 members 
Mstep: Class 49 contains 18300 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 1131 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 555 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Mstep: Class 65 contains 9057 members 
Mstep: Class 66 contains 12403 members 
Mstep: Class 67 contains 334 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 7002 members 
Mstep: Class 70 contains 2046 members 
Mstep: Class 71 contains 12721 members 
Mstep: Class 72 contains 1251 members 
Mstep: Class 73 contains 3346 members 
Mstep: Class 74 contains 2124 members 
Mstep: Class 75 contains 1297 members 
Mstep: Class 76 contains 2747 members 
Mstep: Class 77 contains 3657 members 
Mstep: Class 78 contains 11125 members 
Mstep: Class 79 contains 2328 members 
Mstep: Class 80 contains 572 members 
Mstep: Class 81 contains 780 members 
Mstep: Class 82 contains 4781 members 
Mstep: Class 83 contains 3770 members 
Mstep: Class 84 contains 543 members 
Entering Unmasked Estep 
Score: -154502720.000000 Penalty: 293480.187500
Splitting cluster 60 changes total score from -154499040.000000 to -154502720.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 61 (11461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Entering Unmasked Estep 
Score: -1261939.375000 Penalty: 2317.982910
	Iteration 0F: 2 clusters Score -1261939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1253350.625000 Penalty: 4635.965820
	Iteration 0F: 3 clusters Score -1253351 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1256097.125000 Penalty: 4635.965820
	Iteration 1F: 3 clusters Score -1256097 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1256636.625000 Penalty: 4635.965820
	Iteration 2F: 3 clusters Score -1256637 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1257066.250000 Penalty: 4635.965820
	Iteration 3F: 3 clusters Score -1257066 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1257454.750000 Penalty: 4635.965820
	Iteration 4F: 3 clusters Score -1257455 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1257846.875000 Penalty: 4635.965820
	Iteration 5F: 3 clusters Score -1257847 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1258228.750000 Penalty: 4635.965820
	Iteration 6Q: 3 clusters Score -1258229 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1258615.125000 Penalty: 4635.965820
	Iteration 7Q: 3 clusters Score -1258615 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1258975.750000 Penalty: 4635.965820
	Iteration 8Q: 3 clusters Score -1258976 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1259307.250000 Penalty: 4635.965820
	Iteration 9Q: 3 clusters Score -1259307 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1259617.750000 Penalty: 4635.965820
	Iteration 10Q: 3 clusters Score -1259618 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1259898.875000 Penalty: 4635.965820
	Iteration 11Q: 3 clusters Score -1259899 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1260099.875000 Penalty: 4635.965820
	Iteration 12Q: 3 clusters Score -1260100 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1260205.750000 Penalty: 4635.965820
	Iteration 13Q: 3 clusters Score -1260206 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1260277.750000 Penalty: 4635.965820
	Iteration 14Q: 3 clusters Score -1260278 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1260326.750000 Penalty: 4635.965820
	Iteration 15Q: 3 clusters Score -1260327 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1260361.375000 Penalty: 4635.965820
	Iteration 16Q: 3 clusters Score -1260361 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1260380.000000 Penalty: 4635.965820
	Iteration 17Q: 3 clusters Score -1260380 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1260395.375000 Penalty: 4635.965820
	Iteration 18Q: 3 clusters Score -1260395 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1260405.125000 Penalty: 4635.965820
	Iteration 19Q: 3 clusters Score -1260405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1260419.375000 Penalty: 4635.965820
	Iteration 20F: 3 clusters Score -1260419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1260429.875000 Penalty: 4635.965820
	Iteration 21Q: 3 clusters Score -1260430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1260444.750000 Penalty: 4635.965820
	Iteration 22Q: 3 clusters Score -1260445 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1260455.750000 Penalty: 4635.965820
	Iteration 23Q: 3 clusters Score -1260456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1260458.750000 Penalty: 4635.965820
	Iteration 24Q: 3 clusters Score -1260459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1260462.375000 Penalty: 4635.965820
	Iteration 25Q: 3 clusters Score -1260462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1260465.000000 Penalty: 4635.965820
	Iteration 26Q: 3 clusters Score -1260465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1260463.750000 Penalty: 4635.965820
	Iteration 27Q: 3 clusters Score -1260464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1260467.000000 Penalty: 4635.965820
	Iteration 28Q: 3 clusters Score -1260467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1260469.250000 Penalty: 4635.965820
	Iteration 29Q: 3 clusters Score -1260469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1260470.250000 Penalty: 4635.965820
	Iteration 30Q: 3 clusters Score -1260470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1260468.125000 Penalty: 4635.965820
	Iteration 31Q: 3 clusters Score -1260468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1260472.250000 Penalty: 4635.965820
	Iteration 32Q: 3 clusters Score -1260472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1260472.000000 Penalty: 4635.965820
	Iteration 33Q: 3 clusters Score -1260472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1260471.250000 Penalty: 4635.965820
	Iteration 34Q: 3 clusters Score -1260471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1260474.500000 Penalty: 4635.965820
	Iteration 35Q: 3 clusters Score -1260474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1260475.000000 Penalty: 4635.965820
	Iteration 36Q: 3 clusters Score -1260475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1260474.875000 Penalty: 4635.965820
	Iteration 37Q: 3 clusters Score -1260475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1260475.500000 Penalty: 4635.965820
	Iteration 38Q: 3 clusters Score -1260476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1260479.875000 Penalty: 4635.965820
	Iteration 39Q: 3 clusters Score -1260480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1260479.875000 Penalty: 4635.965820
	Iteration 40F: 3 clusters Score -1260480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -822403.125000 Penalty: 2188.301270
	Iteration 0F: 2 clusters Score -822403.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -816774.812500 Penalty: 4376.602539
	Iteration 0F: 3 clusters Score -816774.8 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -818403.375000 Penalty: 4376.602539
	Iteration 1F: 3 clusters Score -818403.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -818676.000000 Penalty: 4376.602539
	Iteration 2F: 3 clusters Score -818676 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -818875.437500 Penalty: 4376.602539
	Iteration 3F: 3 clusters Score -818875.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -819021.937500 Penalty: 4376.602539
	Iteration 4Q: 3 clusters Score -819021.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -819160.687500 Penalty: 4376.602539
	Iteration 5Q: 3 clusters Score -819160.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -819288.937500 Penalty: 4376.602539
	Iteration 6Q: 3 clusters Score -819288.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -819404.312500 Penalty: 4376.602539
	Iteration 7Q: 3 clusters Score -819404.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -819517.375000 Penalty: 4376.602539
	Iteration 8Q: 3 clusters Score -819517.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -819634.500000 Penalty: 4376.602539
	Iteration 9Q: 3 clusters Score -819634.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -819731.562500 Penalty: 4376.602539
	Iteration 10Q: 3 clusters Score -819731.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -819831.062500 Penalty: 4376.602539
	Iteration 11Q: 3 clusters Score -819831.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -819920.437500 Penalty: 4376.602539
	Iteration 12Q: 3 clusters Score -819920.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -820007.562500 Penalty: 4376.602539
	Iteration 13Q: 3 clusters Score -820007.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -820069.312500 Penalty: 4376.602539
	Iteration 14Q: 3 clusters Score -820069.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -820123.312500 Penalty: 4376.602539
	Iteration 15Q: 3 clusters Score -820123.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -820175.937500 Penalty: 4376.602539
	Iteration 16Q: 3 clusters Score -820175.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -820229.500000 Penalty: 4376.602539
	Iteration 17Q: 3 clusters Score -820229.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -820284.125000 Penalty: 4376.602539
	Iteration 18Q: 3 clusters Score -820284.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -820325.250000 Penalty: 4376.602539
	Iteration 19Q: 3 clusters Score -820325.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -820369.125000 Penalty: 4376.602539
	Iteration 20F: 3 clusters Score -820369.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -820407.562500 Penalty: 4376.602539
	Iteration 21Q: 3 clusters Score -820407.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -820432.312500 Penalty: 4376.602539
	Iteration 22Q: 3 clusters Score -820432.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -820453.625000 Penalty: 4376.602539
	Iteration 23Q: 3 clusters Score -820453.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -820481.687500 Penalty: 4376.602539
	Iteration 24Q: 3 clusters Score -820481.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -820501.875000 Penalty: 4376.602539
	Iteration 25Q: 3 clusters Score -820501.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -820515.187500 Penalty: 4376.602539
	Iteration 26Q: 3 clusters Score -820515.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -820530.875000 Penalty: 4376.602539
	Iteration 27Q: 3 clusters Score -820530.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -820541.375000 Penalty: 4376.602539
	Iteration 28Q: 3 clusters Score -820541.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -820550.500000 Penalty: 4376.602539
	Iteration 29Q: 3 clusters Score -820550.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -820557.562500 Penalty: 4376.602539
	Iteration 30Q: 3 clusters Score -820557.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -820565.187500 Penalty: 4376.602539
	Iteration 31Q: 3 clusters Score -820565.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -820571.125000 Penalty: 4376.602539
	Iteration 32Q: 3 clusters Score -820571.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -820579.125000 Penalty: 4376.602539
	Iteration 33Q: 3 clusters Score -820579.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -820586.500000 Penalty: 4376.602539
	Iteration 34Q: 3 clusters Score -820586.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -820592.812500 Penalty: 4376.602539
	Iteration 35Q: 3 clusters Score -820592.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -820595.812500 Penalty: 4376.602539
	Iteration 36Q: 3 clusters Score -820595.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -820598.312500 Penalty: 4376.602539
	Iteration 37Q: 3 clusters Score -820598.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -820600.437500 Penalty: 4376.602539
	Iteration 38Q: 3 clusters Score -820600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -820603.812500 Penalty: 4376.602539
	Iteration 39Q: 3 clusters Score -820603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -820606.187500 Penalty: 4376.602539
	Iteration 40F: 3 clusters Score -820606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -820605.687500 Penalty: 4376.602539
	Iteration 41Q: 3 clusters Score -820605.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -820608.125000 Penalty: 4376.602539
	Iteration 42Q: 3 clusters Score -820608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -820607.562500 Penalty: 4376.602539
	Iteration 43Q: 3 clusters Score -820607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -820607.562500 Penalty: 4376.602539
	Iteration 44F: 3 clusters Score -820607.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (4482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Entering Unmasked Estep 
Score: -543191.625000 Penalty: 2085.140381
	Iteration 0F: 2 clusters Score -543191.6 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 2192 members 
Entering Unmasked Estep 
Score: -538955.500000 Penalty: 4170.280762
	Iteration 0F: 3 clusters Score -538955.5 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -540100.250000 Penalty: 4170.280762
	Iteration 1F: 3 clusters Score -540100.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -540469.687500 Penalty: 4170.280762
	Iteration 2F: 3 clusters Score -540469.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -540719.812500 Penalty: 4170.280762
	Iteration 3F: 3 clusters Score -540719.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -540911.000000 Penalty: 4170.280762
	Iteration 4F: 3 clusters Score -540911 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -541072.312500 Penalty: 4170.280762
	Iteration 5Q: 3 clusters Score -541072.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -541242.000000 Penalty: 4170.280762
	Iteration 6Q: 3 clusters Score -541242 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -541384.312500 Penalty: 4170.280762
	Iteration 7Q: 3 clusters Score -541384.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -541509.625000 Penalty: 4170.280762
	Iteration 8Q: 3 clusters Score -541509.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -541614.625000 Penalty: 4170.280762
	Iteration 9Q: 3 clusters Score -541614.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -541702.187500 Penalty: 4170.280762
	Iteration 10Q: 3 clusters Score -541702.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -541768.750000 Penalty: 4170.280762
	Iteration 11Q: 3 clusters Score -541768.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -541823.750000 Penalty: 4170.280762
	Iteration 12Q: 3 clusters Score -541823.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -541869.750000 Penalty: 4170.280762
	Iteration 13Q: 3 clusters Score -541869.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -541896.312500 Penalty: 4170.280762
	Iteration 14Q: 3 clusters Score -541896.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -541915.437500 Penalty: 4170.280762
	Iteration 15Q: 3 clusters Score -541915.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -541929.562500 Penalty: 4170.280762
	Iteration 16Q: 3 clusters Score -541929.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -541940.812500 Penalty: 4170.280762
	Iteration 17Q: 3 clusters Score -541940.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -541946.562500 Penalty: 4170.280762
	Iteration 18Q: 3 clusters Score -541946.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -541952.375000 Penalty: 4170.280762
	Iteration 19Q: 3 clusters Score -541952.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -541953.125000 Penalty: 4170.280762
	Iteration 20F: 3 clusters Score -541953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -541954.750000 Penalty: 4170.280762
	Iteration 21Q: 3 clusters Score -541954.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -541956.375000 Penalty: 4170.280762
	Iteration 22Q: 3 clusters Score -541956.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -541955.750000 Penalty: 4170.280762
	Iteration 23Q: 3 clusters Score -541955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -541955.750000 Penalty: 4170.280762
	Iteration 24F: 3 clusters Score -541955.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (24693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Entering Unmasked Estep 
Score: -2976166.250000 Penalty: 2508.340088
	Iteration 0F: 2 clusters Score -2976166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2958970.500000 Penalty: 5016.680176
	Iteration 0F: 3 clusters Score -2958970 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2965234.000000 Penalty: 5016.680176
	Iteration 1F: 3 clusters Score -2965234 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2966190.500000 Penalty: 5016.680176
	Iteration 2F: 3 clusters Score -2966190 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2967486.500000 Penalty: 5016.680176
	Iteration 3F: 3 clusters Score -2967486 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2968953.750000 Penalty: 5016.680176
	Iteration 4F: 3 clusters Score -2968954 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2970337.500000 Penalty: 5016.680176
	Iteration 5F: 3 clusters Score -2970338 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2971443.750000 Penalty: 5016.680176
	Iteration 6F: 3 clusters Score -2971444 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2972325.000000 Penalty: 5016.680176
	Iteration 7F: 3 clusters Score -2972325 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2972962.000000 Penalty: 5016.680176
	Iteration 8Q: 3 clusters Score -2972962 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2973379.500000 Penalty: 5016.680176
	Iteration 9Q: 3 clusters Score -2973380 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2973629.250000 Penalty: 5016.680176
	Iteration 10Q: 3 clusters Score -2973629 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2973770.750000 Penalty: 5016.680176
	Iteration 11Q: 3 clusters Score -2973771 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2973852.750000 Penalty: 5016.680176
	Iteration 12Q: 3 clusters Score -2973853 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2973900.750000 Penalty: 5016.680176
	Iteration 13Q: 3 clusters Score -2973901 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2973947.250000 Penalty: 5016.680176
	Iteration 14Q: 3 clusters Score -2973947 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2973979.250000 Penalty: 5016.680176
	Iteration 15Q: 3 clusters Score -2973979 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2974038.500000 Penalty: 5016.680176
	Iteration 16Q: 3 clusters Score -2974038 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2974084.750000 Penalty: 5016.680176
	Iteration 17Q: 3 clusters Score -2974085 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2974110.750000 Penalty: 5016.680176
	Iteration 18Q: 3 clusters Score -2974111 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2974152.000000 Penalty: 5016.680176
	Iteration 19Q: 3 clusters Score -2974152 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2974193.250000 Penalty: 5016.680176
	Iteration 20F: 3 clusters Score -2974193 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2974225.500000 Penalty: 5016.680176
	Iteration 21Q: 3 clusters Score -2974226 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2974257.750000 Penalty: 5016.680176
	Iteration 22Q: 3 clusters Score -2974258 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2974276.250000 Penalty: 5016.680176
	Iteration 23Q: 3 clusters Score -2974276 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2974285.000000 Penalty: 5016.680176
	Iteration 24Q: 3 clusters Score -2974285 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2974293.750000 Penalty: 5016.680176
	Iteration 25Q: 3 clusters Score -2974294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2974302.250000 Penalty: 5016.680176
	Iteration 26Q: 3 clusters Score -2974302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2974305.500000 Penalty: 5016.680176
	Iteration 27Q: 3 clusters Score -2974306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2974307.250000 Penalty: 5016.680176
	Iteration 28Q: 3 clusters Score -2974307 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2974316.500000 Penalty: 5016.680176
	Iteration 29Q: 3 clusters Score -2974316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2974322.250000 Penalty: 5016.680176
	Iteration 30Q: 3 clusters Score -2974322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2974336.250000 Penalty: 5016.680176
	Iteration 31Q: 3 clusters Score -2974336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2974330.250000 Penalty: 5016.680176
	Iteration 32Q: 3 clusters Score -2974330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2974332.500000 Penalty: 5016.680176
	Iteration 33Q: 3 clusters Score -2974332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2974336.250000 Penalty: 5016.680176
	Iteration 34Q: 3 clusters Score -2974336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2974336.500000 Penalty: 5016.680176
	Iteration 35Q: 3 clusters Score -2974336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2974331.500000 Penalty: 5016.680176
	Iteration 36Q: 3 clusters Score -2974332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2974337.250000 Penalty: 5016.680176
	Iteration 37Q: 3 clusters Score -2974337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2974336.500000 Penalty: 5016.680176
	Iteration 38Q: 3 clusters Score -2974336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2974346.000000 Penalty: 5016.680176
	Iteration 39Q: 3 clusters Score -2974346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2974350.500000 Penalty: 5016.680176
	Iteration 40F: 3 clusters Score -2974350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2974355.750000 Penalty: 5016.680176
	Iteration 41Q: 3 clusters Score -2974356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2974359.750000 Penalty: 5016.680176
	Iteration 42Q: 3 clusters Score -2974360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2974375.000000 Penalty: 5016.680176
	Iteration 43Q: 3 clusters Score -2974375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2974374.750000 Penalty: 5016.680176
	Iteration 44Q: 3 clusters Score -2974375 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2974386.500000 Penalty: 5016.680176
	Iteration 45Q: 3 clusters Score -2974386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2974384.500000 Penalty: 5016.680176
	Iteration 46Q: 3 clusters Score -2974384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2974396.000000 Penalty: 5016.680176
	Iteration 47Q: 3 clusters Score -2974396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2974411.000000 Penalty: 5016.680176
	Iteration 48Q: 3 clusters Score -2974411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2974411.500000 Penalty: 5016.680176
	Iteration 49Q: 3 clusters Score -2974412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2974418.500000 Penalty: 5016.680176
	Iteration 50Q: 3 clusters Score -2974418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2974419.000000 Penalty: 5016.680176
	Iteration 51Q: 3 clusters Score -2974419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2974429.250000 Penalty: 5016.680176
	Iteration 52Q: 3 clusters Score -2974429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2974433.750000 Penalty: 5016.680176
	Iteration 53Q: 3 clusters Score -2974434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2974443.500000 Penalty: 5016.680176
	Iteration 54Q: 3 clusters Score -2974444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2974456.750000 Penalty: 5016.680176
	Iteration 55Q: 3 clusters Score -2974457 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2974453.500000 Penalty: 5016.680176
	Iteration 56Q: 3 clusters Score -2974454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2974454.000000 Penalty: 5016.680176
	Iteration 57Q: 3 clusters Score -2974454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2974460.250000 Penalty: 5016.680176
	Iteration 58Q: 3 clusters Score -2974460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2974470.250000 Penalty: 5016.680176
	Iteration 59Q: 3 clusters Score -2974470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2974474.000000 Penalty: 5016.680176
	Iteration 60F: 3 clusters Score -2974474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2974480.250000 Penalty: 5016.680176
	Iteration 61Q: 3 clusters Score -2974480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2974475.000000 Penalty: 5016.680176
	Iteration 62Q: 3 clusters Score -2974475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2974485.500000 Penalty: 5016.680176
	Iteration 63Q: 3 clusters Score -2974486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2974480.500000 Penalty: 5016.680176
	Iteration 64Q: 3 clusters Score -2974480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2974479.000000 Penalty: 5016.680176
	Iteration 65Q: 3 clusters Score -2974479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2974485.000000 Penalty: 5016.680176
	Iteration 66Q: 3 clusters Score -2974485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2974482.250000 Penalty: 5016.680176
	Iteration 67Q: 3 clusters Score -2974482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2974482.750000 Penalty: 5016.680176
	Iteration 68Q: 3 clusters Score -2974483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2974486.750000 Penalty: 5016.680176
	Iteration 69Q: 3 clusters Score -2974487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2974490.750000 Penalty: 5016.680176
	Iteration 70Q: 3 clusters Score -2974491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2974499.000000 Penalty: 5016.680176
	Iteration 71Q: 3 clusters Score -2974499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2974501.250000 Penalty: 5016.680176
	Iteration 72Q: 3 clusters Score -2974501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2974501.250000 Penalty: 5016.680176
	Iteration 73Q: 3 clusters Score -2974501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2974500.250000 Penalty: 5016.680176
	Iteration 74Q: 3 clusters Score -2974500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2974504.750000 Penalty: 5016.680176
	Iteration 75Q: 3 clusters Score -2974505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2974505.500000 Penalty: 5016.680176
	Iteration 76Q: 3 clusters Score -2974506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2974506.250000 Penalty: 5016.680176
	Iteration 77Q: 3 clusters Score -2974506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2974503.000000 Penalty: 5016.680176
	Iteration 78Q: 3 clusters Score -2974503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2974514.000000 Penalty: 5016.680176
	Iteration 79Q: 3 clusters Score -2974514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2974523.250000 Penalty: 5016.680176
	Iteration 80F: 3 clusters Score -2974523 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2974518.500000 Penalty: 5016.680176
	Iteration 81Q: 3 clusters Score -2974518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2974522.500000 Penalty: 5016.680176
	Iteration 82Q: 3 clusters Score -2974522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2974521.250000 Penalty: 5016.680176
	Iteration 83Q: 3 clusters Score -2974521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2974524.250000 Penalty: 5016.680176
	Iteration 84Q: 3 clusters Score -2974524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2974528.250000 Penalty: 5016.680176
	Iteration 85Q: 3 clusters Score -2974528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2974536.500000 Penalty: 5016.680176
	Iteration 86Q: 3 clusters Score -2974536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2974548.250000 Penalty: 5016.680176
	Iteration 87Q: 3 clusters Score -2974548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2974551.250000 Penalty: 5016.680176
	Iteration 88Q: 3 clusters Score -2974551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2974550.750000 Penalty: 5016.680176
	Iteration 89Q: 3 clusters Score -2974551 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2974549.000000 Penalty: 5016.680176
	Iteration 90Q: 3 clusters Score -2974549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2974570.000000 Penalty: 5016.680176
	Iteration 91Q: 3 clusters Score -2974570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2974574.750000 Penalty: 5016.680176
	Iteration 92Q: 3 clusters Score -2974575 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2974584.250000 Penalty: 5016.680176
	Iteration 93Q: 3 clusters Score -2974584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2974587.500000 Penalty: 5016.680176
	Iteration 94Q: 3 clusters Score -2974588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2974589.500000 Penalty: 5016.680176
	Iteration 95Q: 3 clusters Score -2974590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2974587.500000 Penalty: 5016.680176
	Iteration 96Q: 3 clusters Score -2974588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2974592.000000 Penalty: 5016.680176
	Iteration 97Q: 3 clusters Score -2974592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2974595.750000 Penalty: 5016.680176
	Iteration 98Q: 3 clusters Score -2974596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2974599.500000 Penalty: 5016.680176
	Iteration 99Q: 3 clusters Score -2974600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2974590.750000 Penalty: 5016.680176
	Iteration 100F: 3 clusters Score -2974591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2974598.250000 Penalty: 5016.680176
	Iteration 101Q: 3 clusters Score -2974598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2974601.000000 Penalty: 5016.680176
	Iteration 102Q: 3 clusters Score -2974601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2974600.000000 Penalty: 5016.680176
	Iteration 103Q: 3 clusters Score -2974600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2974607.750000 Penalty: 5016.680176
	Iteration 104Q: 3 clusters Score -2974608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2974608.250000 Penalty: 5016.680176
	Iteration 105Q: 3 clusters Score -2974608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2974612.750000 Penalty: 5016.680176
	Iteration 106Q: 3 clusters Score -2974613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2974617.500000 Penalty: 5016.680176
	Iteration 107Q: 3 clusters Score -2974618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2974613.250000 Penalty: 5016.680176
	Iteration 108Q: 3 clusters Score -2974613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2974607.750000 Penalty: 5016.680176
	Iteration 109Q: 3 clusters Score -2974608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2974609.500000 Penalty: 5016.680176
	Iteration 110Q: 3 clusters Score -2974610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2974605.750000 Penalty: 5016.680176
	Iteration 111Q: 3 clusters Score -2974606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2974597.750000 Penalty: 5016.680176
	Iteration 112Q: 3 clusters Score -2974598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2974606.250000 Penalty: 5016.680176
	Iteration 113Q: 3 clusters Score -2974606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2974612.500000 Penalty: 5016.680176
	Iteration 114Q: 3 clusters Score -2974612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2974616.000000 Penalty: 5016.680176
	Iteration 115Q: 3 clusters Score -2974616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2974615.750000 Penalty: 5016.680176
	Iteration 116Q: 3 clusters Score -2974616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2974610.500000 Penalty: 5016.680176
	Iteration 117Q: 3 clusters Score -2974610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2974612.500000 Penalty: 5016.680176
	Iteration 118Q: 3 clusters Score -2974612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2974620.750000 Penalty: 5016.680176
	Iteration 119Q: 3 clusters Score -2974621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2974628.750000 Penalty: 5016.680176
	Iteration 120F: 3 clusters Score -2974629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2974632.000000 Penalty: 5016.680176
	Iteration 121Q: 3 clusters Score -2974632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2974637.000000 Penalty: 5016.680176
	Iteration 122Q: 3 clusters Score -2974637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2974646.500000 Penalty: 5016.680176
	Iteration 123Q: 3 clusters Score -2974646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2974643.500000 Penalty: 5016.680176
	Iteration 124Q: 3 clusters Score -2974644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2974639.750000 Penalty: 5016.680176
	Iteration 125Q: 3 clusters Score -2974640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2974646.250000 Penalty: 5016.680176
	Iteration 126Q: 3 clusters Score -2974646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2974636.250000 Penalty: 5016.680176
	Iteration 127Q: 3 clusters Score -2974636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2974651.750000 Penalty: 5016.680176
	Iteration 128Q: 3 clusters Score -2974652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2974650.000000 Penalty: 5016.680176
	Iteration 129Q: 3 clusters Score -2974650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2974657.250000 Penalty: 5016.680176
	Iteration 130Q: 3 clusters Score -2974657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2974659.250000 Penalty: 5016.680176
	Iteration 131Q: 3 clusters Score -2974659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2974666 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2974672 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2974674 nChanged 30
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Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2974680 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2974682 nChanged 34
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Mstep: Class 1 contains 11944 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2974684 nChanged 32
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Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2974692 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2974699 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2974700 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2974697 nChanged 23
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Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2974702 nChanged 25
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Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2974700 nChanged 35
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Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2974706 nChanged 42
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Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2974708 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2974714 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2974721 nChanged 44
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Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2974724 nChanged 42
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Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2974728 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2974750 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2974750 nChanged 54
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Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2974749 nChanged 68
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Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2974752 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2974776 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2974780 nChanged 104
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Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2974814 nChanged 122
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Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2974848 nChanged 115
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Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2974864 nChanged 107
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Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2974880 nChanged 103
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Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2974896 nChanged 131
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Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2974920 nChanged 126
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Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2974934 nChanged 116
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Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2974960 nChanged 118
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Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2974986 nChanged 116
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Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2975001 nChanged 106
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Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2975019 nChanged 91
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Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2975026 nChanged 81
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Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2975038 nChanged 71
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Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2975054 nChanged 67
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Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2975056 nChanged 62
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Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2975062 nChanged 50
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Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2975070 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2975080 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2975081 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2975088 nChanged 54
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Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2975085 nChanged 55
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Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2975102 nChanged 50
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Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2975111 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2975112 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2975121.500000 Penalty: 5016.680176
	Iteration 180F: 3 clusters Score -2975122 nChanged 44
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Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2975123 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2975126 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2975128 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2975138.000000 Penalty: 5016.680176
	Iteration 184Q: 3 clusters Score -2975138 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8921 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2975133 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2975130 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2975138 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8848 members 
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Entering Unmasked Estep 
Score: -2975144.500000 Penalty: 5016.680176
	Iteration 188Q: 3 clusters Score -2975144 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8822 members 
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Entering Unmasked Estep 
Score: -2975149.500000 Penalty: 5016.680176
	Iteration 189Q: 3 clusters Score -2975150 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8792 members 
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Entering Unmasked Estep 
Score: -2975141.250000 Penalty: 5016.680176
	Iteration 190Q: 3 clusters Score -2975141 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2975147 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2975147 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2975154.750000 Penalty: 5016.680176
	Iteration 193Q: 3 clusters Score -2975155 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2975154 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2975150 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2975154 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2975159.500000 Penalty: 5016.680176
	Iteration 197Q: 3 clusters Score -2975160 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2975161 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2975166 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2975168 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2975162 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8530 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2975172 nChanged 21
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Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2975165 nChanged 21
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Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2975166 nChanged 22
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Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2975171 nChanged 28
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Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2975176 nChanged 32
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	Iteration 207Q: 3 clusters Score -2975176 nChanged 34
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Mstep: Class 1 contains 8372 members 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2975178 nChanged 24
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	Iteration 209Q: 3 clusters Score -2975180 nChanged 19
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Mstep: Class 1 contains 8329 members 
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	Iteration 210Q: 3 clusters Score -2975185 nChanged 17
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Mstep: Class 1 contains 8312 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2975186 nChanged 17
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2975182 nChanged 23
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	Iteration 213Q: 3 clusters Score -2975182 nChanged 21
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Mstep: Class 2 contains 16442 members 
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	Iteration 214Q: 3 clusters Score -2975185 nChanged 16
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Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2975191.000000 Penalty: 5016.680176
	Iteration 215Q: 3 clusters Score -2975191 nChanged 23
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Mstep: Class 1 contains 8212 members 
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Entering Unmasked Estep 
Score: -2975189.250000 Penalty: 5016.680176
	Iteration 216Q: 3 clusters Score -2975189 nChanged 30
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Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2975200 nChanged 28
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Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2975200 nChanged 31
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Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2975207 nChanged 24
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Mstep: Class 1 contains 8101 members 
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Entering Unmasked Estep 
Score: -2975211.500000 Penalty: 5016.680176
	Iteration 220F: 3 clusters Score -2975212 nChanged 24
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Mstep: Class 1 contains 8077 members 
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Entering Unmasked Estep 
Score: -2975210.500000 Penalty: 5016.680176
	Iteration 221Q: 3 clusters Score -2975210 nChanged 33
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Mstep: Class 1 contains 8044 members 
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Entering Unmasked Estep 
Score: -2975209.500000 Penalty: 5016.680176
	Iteration 222Q: 3 clusters Score -2975210 nChanged 30
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Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2975207 nChanged 28
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Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2975215.250000 Penalty: 5016.680176
	Iteration 224Q: 3 clusters Score -2975215 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2975224.250000 Penalty: 5016.680176
	Iteration 225Q: 3 clusters Score -2975224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2975220.500000 Penalty: 5016.680176
	Iteration 226Q: 3 clusters Score -2975220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2975225.750000 Penalty: 5016.680176
	Iteration 227Q: 3 clusters Score -2975226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2975226.500000 Penalty: 5016.680176
	Iteration 228Q: 3 clusters Score -2975226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2975233.000000 Penalty: 5016.680176
	Iteration 229Q: 3 clusters Score -2975233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2975223.750000 Penalty: 5016.680176
	Iteration 230Q: 3 clusters Score -2975224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2975230.250000 Penalty: 5016.680176
	Iteration 231Q: 3 clusters Score -2975230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2975236.750000 Penalty: 5016.680176
	Iteration 232Q: 3 clusters Score -2975237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2975238.250000 Penalty: 5016.680176
	Iteration 233Q: 3 clusters Score -2975238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2975233.750000 Penalty: 5016.680176
	Iteration 234Q: 3 clusters Score -2975234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2975236.500000 Penalty: 5016.680176
	Iteration 235Q: 3 clusters Score -2975236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2975237.500000 Penalty: 5016.680176
	Iteration 236Q: 3 clusters Score -2975238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2975233.000000 Penalty: 5016.680176
	Iteration 237Q: 3 clusters Score -2975233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2975238.500000 Penalty: 5016.680176
	Iteration 238Q: 3 clusters Score -2975238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2975240.750000 Penalty: 5016.680176
	Iteration 239Q: 3 clusters Score -2975241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2975241.500000 Penalty: 5016.680176
	Iteration 240F: 3 clusters Score -2975242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2975242.250000 Penalty: 5016.680176
	Iteration 241Q: 3 clusters Score -2975242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2975238.250000 Penalty: 5016.680176
	Iteration 242Q: 3 clusters Score -2975238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2975240.250000 Penalty: 5016.680176
	Iteration 243Q: 3 clusters Score -2975240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2975239.000000 Penalty: 5016.680176
	Iteration 244Q: 3 clusters Score -2975239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2975234.250000 Penalty: 5016.680176
	Iteration 245Q: 3 clusters Score -2975234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2975244.000000 Penalty: 5016.680176
	Iteration 246Q: 3 clusters Score -2975244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2975235.500000 Penalty: 5016.680176
	Iteration 247Q: 3 clusters Score -2975236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2975239.250000 Penalty: 5016.680176
	Iteration 248Q: 3 clusters Score -2975239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2975240.250000 Penalty: 5016.680176
	Iteration 249Q: 3 clusters Score -2975240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2975240.500000 Penalty: 5016.680176
	Iteration 250Q: 3 clusters Score -2975240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2975245.750000 Penalty: 5016.680176
	Iteration 251Q: 3 clusters Score -2975246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2975248.250000 Penalty: 5016.680176
	Iteration 252Q: 3 clusters Score -2975248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2975247.500000 Penalty: 5016.680176
	Iteration 253Q: 3 clusters Score -2975248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2975242.500000 Penalty: 5016.680176
	Iteration 254Q: 3 clusters Score -2975242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2975242.250000 Penalty: 5016.680176
	Iteration 255Q: 3 clusters Score -2975242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2975249.250000 Penalty: 5016.680176
	Iteration 256Q: 3 clusters Score -2975249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2975252.500000 Penalty: 5016.680176
	Iteration 257Q: 3 clusters Score -2975252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2975255.000000 Penalty: 5016.680176
	Iteration 258Q: 3 clusters Score -2975255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2975255.750000 Penalty: 5016.680176
	Iteration 259Q: 3 clusters Score -2975256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2975247.500000 Penalty: 5016.680176
	Iteration 260F: 3 clusters Score -2975248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2975251.000000 Penalty: 5016.680176
	Iteration 261Q: 3 clusters Score -2975251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2975251.750000 Penalty: 5016.680176
	Iteration 262Q: 3 clusters Score -2975252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2975252.250000 Penalty: 5016.680176
	Iteration 263Q: 3 clusters Score -2975252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2975249.250000 Penalty: 5016.680176
	Iteration 264Q: 3 clusters Score -2975249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2975247.250000 Penalty: 5016.680176
	Iteration 265Q: 3 clusters Score -2975247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2975249.500000 Penalty: 5016.680176
	Iteration 266Q: 3 clusters Score -2975250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2975251.250000 Penalty: 5016.680176
	Iteration 267Q: 3 clusters Score -2975251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2975252.000000 Penalty: 5016.680176
	Iteration 268Q: 3 clusters Score -2975252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2975256.500000 Penalty: 5016.680176
	Iteration 269Q: 3 clusters Score -2975256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2975252.000000 Penalty: 5016.680176
	Iteration 270Q: 3 clusters Score -2975252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2975252.500000 Penalty: 5016.680176
	Iteration 271Q: 3 clusters Score -2975252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2975251.000000 Penalty: 5016.680176
	Iteration 272Q: 3 clusters Score -2975251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2975252.250000 Penalty: 5016.680176
	Iteration 273Q: 3 clusters Score -2975252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2975252.250000 Penalty: 5016.680176
	Iteration 274F: 3 clusters Score -2975252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 5736 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 233138 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 80518 members 
Mstep: Class 17 contains 13411 members 
Mstep: Class 18 contains 134917 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 17391 members 
Mstep: Class 21 contains 8613 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 3795 members 
Mstep: Class 28 contains 97116 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 2123 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 32 contains 1741 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 42806 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 16680 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 26090 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 6310 members 
Mstep: Class 42 contains 42151 members 
Mstep: Class 43 contains 1465 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 30400 members 
Mstep: Class 48 contains 956 members 
Mstep: Class 49 contains 18300 members 
Mstep: Class 50 contains 92051 members 
Mstep: Class 51 contains 5029 members 
Mstep: Class 52 contains 4549 members 
Mstep: Class 53 contains 5896 members 
Mstep: Class 54 contains 2486 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 1131 members 
Mstep: Class 57 contains 15889 members 
Mstep: Class 58 contains 2990 members 
Mstep: Class 59 contains 3011 members 
Mstep: Class 60 contains 555 members 
Mstep: Class 61 contains 11461 members 
Mstep: Class 62 contains 6794 members 
Mstep: Class 63 contains 4482 members 
Mstep: Class 64 contains 24693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154512912.000000 Penalty: 293480.187500
Iteration 119Q: 85 clusters Score -1.545129e+08 nChanged 15483
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 19385 members 
Mstep: Class 4 contains 2479 members 
Mstep: Class 5 contains 3506 members 
Mstep: Class 6 contains 5488 members 
Mstep: Class 7 contains 5778 members 
Mstep: Class 8 contains 22259 members 
Mstep: Class 9 contains 233397 members 
Mstep: Class 10 contains 7749 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 1093 members 
Mstep: Class 14 contains 6096 members 
Mstep: Class 15 contains 530 members 
Mstep: Class 16 contains 80715 members 
Mstep: Class 17 contains 13567 members 
Mstep: Class 18 contains 134886 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 17408 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 16053 members 
Mstep: Class 23 contains 6402 members 
Mstep: Class 24 contains 2538 members 
Mstep: Class 25 contains 2911 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 96981 members 
Mstep: Class 29 contains 1421 members 
Mstep: Class 30 contains 2526 members 
Mstep: Class 31 contains 19265 members 
Mstep: Class 32 contains 1740 members 
Mstep: Class 33 contains 361 members 
Mstep: Class 34 contains 10829 members 
Mstep: Class 35 contains 43262 members 
Mstep: Class 36 contains 92212 members 
Mstep: Class 37 contains 16743 members 
Mstep: Class 38 contains 2347 members 
Mstep: Class 39 contains 26110 members 
Mstep: Class 40 contains 2097 members 
Mstep: Class 41 contains 6324 members 
Mstep: Class 42 contains 42122 members 
Mstep: Class 43 contains 1451 members 
Mstep: Class 44 contains 359 members 
Mstep: Class 45 contains 5169 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 30356 members 
Mstep: Class 48 contains 1044 members 
Mstep: Class 49 contains 18637 members 
Mstep: Class 50 contains 92144 members 
Mstep: Class 51 contains 5073 members 
Mstep: Class 52 contains 4486 members 
Mstep: Class 53 contains 6029 members 
Mstep: Class 54 contains 2503 members 
Mstep: Class 55 contains 4408 members 
Mstep: Class 56 contains 1125 members 
Mstep: Class 57 contains 15832 members 
Mstep: Class 58 contains 3001 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 563 members 
Mstep: Class 61 contains 11355 members 
Mstep: Class 62 contains 6858 members 
Mstep: Class 63 contains 4505 members 
Mstep: Class 64 contains 24645 members 
Mstep: Class 65 contains 8727 members 
Mstep: Class 66 contains 11946 members 
Mstep: Class 67 contains 341 members 
Mstep: Class 68 contains 732 members 
Mstep: Class 69 contains 6855 members 
Mstep: Class 70 contains 2039 members 
Mstep: Class 71 contains 12069 members 
Mstep: Class 72 contains 1221 members 
Mstep: Class 73 contains 3347 members 
Mstep: Class 74 contains 1944 members 
Mstep: Class 75 contains 1236 members 
Mstep: Class 76 contains 2623 members 
Mstep: Class 77 contains 3521 members 
Mstep: Class 78 contains 10385 members 
Mstep: Class 79 contains 2413 members 
Mstep: Class 80 contains 576 members 
Mstep: Class 81 contains 771 members 
Mstep: Class 82 contains 4662 members 
Mstep: Class 83 contains 3746 members 
Mstep: Class 84 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154522496.000000 Penalty: 293480.187500
Iteration 120F: 85 clusters Score -1.545225e+08 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 19405 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 3470 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 5751 members 
Mstep: Class 8 contains 22183 members 
Mstep: Class 9 contains 233551 members 
Mstep: Class 10 contains 7608 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 3976 members 
Mstep: Class 13 contains 1094 members 
Mstep: Class 14 contains 6101 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 80584 members 
Mstep: Class 17 contains 13576 members 
Mstep: Class 18 contains 134844 members 
Mstep: Class 19 contains 6015 members 
Mstep: Class 20 contains 17413 members 
Mstep: Class 21 contains 8820 members 
Mstep: Class 22 contains 16021 members 
Mstep: Class 23 contains 6359 members 
Mstep: Class 24 contains 2572 members 
Mstep: Class 25 contains 2900 members 
Mstep: Class 26 contains 1463 members 
Mstep: Class 27 contains 4237 members 
Mstep: Class 28 contains 96726 members 
Mstep: Class 29 contains 1460 members 
Mstep: Class 30 contains 2756 members 
Mstep: Class 31 contains 19118 members 
Mstep: Class 32 contains 1734 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 10577 members 
Mstep: Class 35 contains 43116 members 
Mstep: Class 36 contains 92175 members 
Mstep: Class 37 contains 16688 members 
Mstep: Class 38 contains 2342 members 
Mstep: Class 39 contains 25887 members 
Mstep: Class 40 contains 2097 members 
Mstep: Class 41 contains 6155 members 
Mstep: Class 42 contains 42075 members 
Mstep: Class 43 contains 1435 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 664 members 
Mstep: Class 47 contains 30335 members 
Mstep: Class 48 contains 1095 members 
Mstep: Class 49 contains 18675 members 
Mstep: Class 50 contains 92113 members 
Mstep: Class 51 contains 4942 members 
Mstep: Class 52 contains 4452 members 
Mstep: Class 53 contains 5948 members 
Mstep: Class 54 contains 2481 members 
Mstep: Class 55 contains 4407 members 
Mstep: Class 56 contains 1123 members 
Mstep: Class 57 contains 15705 members 
Mstep: Class 58 contains 2995 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 556 members 
Mstep: Class 61 contains 11128 members 
Mstep: Class 62 contains 6887 members 
Mstep: Class 63 contains 4568 members 
Mstep: Class 64 contains 24554 members 
Mstep: Class 65 contains 8681 members 
Mstep: Class 66 contains 12209 members 
Mstep: Class 67 contains 356 members 
Mstep: Class 68 contains 798 members 
Mstep: Class 69 contains 7210 members 
Mstep: Class 70 contains 2082 members 
Mstep: Class 71 contains 12059 members 
Mstep: Class 72 contains 1255 members 
Mstep: Class 73 contains 3474 members 
Mstep: Class 74 contains 1963 members 
Mstep: Class 75 contains 1272 members 
Mstep: Class 76 contains 2801 members 
Mstep: Class 77 contains 3741 members 
Mstep: Class 78 contains 10698 members 
Mstep: Class 79 contains 2540 members 
Mstep: Class 80 contains 653 members 
Mstep: Class 81 contains 773 members 
Mstep: Class 82 contains 4693 members 
Mstep: Class 83 contains 3761 members 
Mstep: Class 84 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154526624.000000 Penalty: 293480.187500
Iteration 121Q: 85 clusters Score -1.545266e+08 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 2303 members 
Mstep: Class 3 contains 19418 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 5372 members 
Mstep: Class 7 contains 5741 members 
Mstep: Class 8 contains 22097 members 
Mstep: Class 9 contains 233652 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 358 members 
Mstep: Class 12 contains 3972 members 
Mstep: Class 13 contains 1096 members 
Mstep: Class 14 contains 6108 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 80558 members 
Mstep: Class 17 contains 13500 members 
Mstep: Class 18 contains 134814 members 
Mstep: Class 19 contains 6079 members 
Mstep: Class 20 contains 17410 members 
Mstep: Class 21 contains 8811 members 
Mstep: Class 22 contains 15986 members 
Mstep: Class 23 contains 6351 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 2896 members 
Mstep: Class 26 contains 1461 members 
Mstep: Class 27 contains 4376 members 
Mstep: Class 28 contains 96505 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2937 members 
Mstep: Class 31 contains 19017 members 
Mstep: Class 32 contains 1732 members 
Mstep: Class 33 contains 307 members 
Mstep: Class 34 contains 10481 members 
Mstep: Class 35 contains 43087 members 
Mstep: Class 36 contains 92155 members 
Mstep: Class 37 contains 16683 members 
Mstep: Class 38 contains 2337 members 
Mstep: Class 39 contains 25839 members 
Mstep: Class 40 contains 2092 members 
Mstep: Class 41 contains 6084 members 
Mstep: Class 42 contains 42012 members 
Mstep: Class 43 contains 1429 members 
Mstep: Class 44 contains 386 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 649 members 
Mstep: Class 47 contains 30317 members 
Mstep: Class 48 contains 1118 members 
Mstep: Class 49 contains 18691 members 
Mstep: Class 50 contains 92096 members 
Mstep: Class 51 contains 4876 members 
Mstep: Class 52 contains 4438 members 
Mstep: Class 53 contains 5931 members 
Mstep: Class 54 contains 2466 members 
Mstep: Class 55 contains 4404 members 
Mstep: Class 56 contains 1124 members 
Mstep: Class 57 contains 15656 members 
Mstep: Class 58 contains 3000 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 550 members 
Mstep: Class 61 contains 11013 members 
Mstep: Class 62 contains 6918 members 
Mstep: Class 63 contains 4653 members 
Mstep: Class 64 contains 24485 members 
Mstep: Class 65 contains 8630 members 
Mstep: Class 66 contains 12264 members 
Mstep: Class 67 contains 361 members 
Mstep: Class 68 contains 825 members 
Mstep: Class 69 contains 7465 members 
Mstep: Class 70 contains 2104 members 
Mstep: Class 71 contains 11956 members 
Mstep: Class 72 contains 1272 members 
Mstep: Class 73 contains 3531 members 
Mstep: Class 74 contains 1973 members 
Mstep: Class 75 contains 1298 members 
Mstep: Class 76 contains 2921 members 
Mstep: Class 77 contains 3879 members 
Mstep: Class 78 contains 10864 members 
Mstep: Class 79 contains 2616 members 
Mstep: Class 80 contains 658 members 
Mstep: Class 81 contains 771 members 
Mstep: Class 82 contains 4710 members 
Mstep: Class 83 contains 3765 members 
Mstep: Class 84 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154528912.000000 Penalty: 293480.187500
Iteration 122Q: 85 clusters Score -1.545289e+08 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 2234 members 
Mstep: Class 3 contains 19425 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 5342 members 
Mstep: Class 7 contains 5731 members 
Mstep: Class 8 contains 22035 members 
Mstep: Class 9 contains 233745 members 
Mstep: Class 10 contains 7466 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 3968 members 
Mstep: Class 13 contains 1097 members 
Mstep: Class 14 contains 6110 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 80532 members 
Mstep: Class 17 contains 13420 members 
Mstep: Class 18 contains 134824 members 
Mstep: Class 19 contains 6120 members 
Mstep: Class 20 contains 17413 members 
Mstep: Class 21 contains 8780 members 
Mstep: Class 22 contains 15964 members 
Mstep: Class 23 contains 6334 members 
Mstep: Class 24 contains 2635 members 
Mstep: Class 25 contains 2898 members 
Mstep: Class 26 contains 1460 members 
Mstep: Class 27 contains 4473 members 
Mstep: Class 28 contains 96271 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 3058 members 
Mstep: Class 31 contains 18941 members 
Mstep: Class 32 contains 1729 members 
Mstep: Class 33 contains 292 members 
Mstep: Class 34 contains 10428 members 
Mstep: Class 35 contains 43035 members 
Mstep: Class 36 contains 92140 members 
Mstep: Class 37 contains 16684 members 
Mstep: Class 38 contains 2335 members 
Mstep: Class 39 contains 25892 members 
Mstep: Class 40 contains 2086 members 
Mstep: Class 41 contains 6054 members 
Mstep: Class 42 contains 41941 members 
Mstep: Class 43 contains 1427 members 
Mstep: Class 44 contains 390 members 
Mstep: Class 45 contains 5151 members 
Mstep: Class 46 contains 648 members 
Mstep: Class 47 contains 30310 members 
Mstep: Class 48 contains 1140 members 
Mstep: Class 49 contains 18684 members 
Mstep: Class 50 contains 92072 members 
Mstep: Class 51 contains 4836 members 
Mstep: Class 52 contains 4433 members 
Mstep: Class 53 contains 5955 members 
Mstep: Class 54 contains 2456 members 
Mstep: Class 55 contains 4400 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 15640 members 
Mstep: Class 58 contains 3001 members 
Mstep: Class 59 contains 3013 members 
Mstep: Class 60 contains 540 members 
Mstep: Class 61 contains 10928 members 
Mstep: Class 62 contains 6950 members 
Mstep: Class 63 contains 4748 members 
Mstep: Class 64 contains 24442 members 
Mstep: Class 65 contains 8586 members 
Mstep: Class 66 contains 12277 members 
Mstep: Class 67 contains 362 members 
Mstep: Class 68 contains 842 members 
Mstep: Class 69 contains 7701 members 
Mstep: Class 70 contains 2115 members 
Mstep: Class 71 contains 11826 members 
Mstep: Class 72 contains 1284 members 
Mstep: Class 73 contains 3557 members 
Mstep: Class 74 contains 1978 members 
Mstep: Class 75 contains 1312 members 
Mstep: Class 76 contains 3005 members 
Mstep: Class 77 contains 3976 members 
Mstep: Class 78 contains 11007 members 
Mstep: Class 79 contains 2657 members 
Mstep: Class 80 contains 658 members 
Mstep: Class 81 contains 766 members 
Mstep: Class 82 contains 4733 members 
Mstep: Class 83 contains 3770 members 
Mstep: Class 84 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154529680.000000 Penalty: 293480.187500
Iteration 123Q: 85 clusters Score -1.545297e+08 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 19430 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 3437 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 5716 members 
Mstep: Class 8 contains 21994 members 
Mstep: Class 9 contains 233828 members 
Mstep: Class 10 contains 7418 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 3968 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6114 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 80537 members 
Mstep: Class 17 contains 13335 members 
Mstep: Class 18 contains 134839 members 
Mstep: Class 19 contains 6145 members 
Mstep: Class 20 contains 17416 members 
Mstep: Class 21 contains 8736 members 
Mstep: Class 22 contains 15933 members 
Mstep: Class 23 contains 6331 members 
Mstep: Class 24 contains 2655 members 
Mstep: Class 25 contains 2896 members 
Mstep: Class 26 contains 1460 members 
Mstep: Class 27 contains 4545 members 
Mstep: Class 28 contains 96103 members 
Mstep: Class 29 contains 1522 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 18873 members 
Mstep: Class 32 contains 1731 members 
Mstep: Class 33 contains 285 members 
Mstep: Class 34 contains 10388 members 
Mstep: Class 35 contains 42965 members 
Mstep: Class 36 contains 92124 members 
Mstep: Class 37 contains 16693 members 
Mstep: Class 38 contains 2332 members 
Mstep: Class 39 contains 25950 members 
Mstep: Class 40 contains 2081 members 
Mstep: Class 41 contains 6055 members 
Mstep: Class 42 contains 41881 members 
Mstep: Class 43 contains 1424 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 5151 members 
Mstep: Class 46 contains 646 members 
Mstep: Class 47 contains 30290 members 
Mstep: Class 48 contains 1155 members 
Mstep: Class 49 contains 18676 members 
Mstep: Class 50 contains 92049 members 
Mstep: Class 51 contains 4802 members 
Mstep: Class 52 contains 4428 members 
Mstep: Class 53 contains 5963 members 
Mstep: Class 54 contains 2447 members 
Mstep: Class 55 contains 4395 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 15625 members 
Mstep: Class 58 contains 3004 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 533 members 
Mstep: Class 61 contains 10867 members 
Mstep: Class 62 contains 6979 members 
Mstep: Class 63 contains 4842 members 
Mstep: Class 64 contains 24426 members 
Mstep: Class 65 contains 8558 members 
Mstep: Class 66 contains 12278 members 
Mstep: Class 67 contains 363 members 
Mstep: Class 68 contains 848 members 
Mstep: Class 69 contains 7907 members 
Mstep: Class 70 contains 2121 members 
Mstep: Class 71 contains 11707 members 
Mstep: Class 72 contains 1291 members 
Mstep: Class 73 contains 3581 members 
Mstep: Class 74 contains 1972 members 
Mstep: Class 75 contains 1315 members 
Mstep: Class 76 contains 3078 members 
Mstep: Class 77 contains 4075 members 
Mstep: Class 78 contains 11108 members 
Mstep: Class 79 contains 2687 members 
Mstep: Class 80 contains 656 members 
Mstep: Class 81 contains 761 members 
Mstep: Class 82 contains 4756 members 
Mstep: Class 83 contains 3768 members 
Mstep: Class 84 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154530432.000000 Penalty: 293480.187500
Iteration 124Q: 85 clusters Score -1.545304e+08 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 19432 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 5288 members 
Mstep: Class 7 contains 5696 members 
Mstep: Class 8 contains 21962 members 
Mstep: Class 9 contains 233868 members 
Mstep: Class 10 contains 7388 members 
Mstep: Class 11 contains 362 members 
Mstep: Class 12 contains 3969 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 6114 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 80575 members 
Mstep: Class 17 contains 13258 members 
Mstep: Class 18 contains 134835 members 
Mstep: Class 19 contains 6187 members 
Mstep: Class 20 contains 17418 members 
Mstep: Class 21 contains 8686 members 
Mstep: Class 22 contains 15895 members 
Mstep: Class 23 contains 6336 members 
Mstep: Class 24 contains 2668 members 
Mstep: Class 25 contains 2883 members 
Mstep: Class 26 contains 1462 members 
Mstep: Class 27 contains 4618 members 
Mstep: Class 28 contains 95959 members 
Mstep: Class 29 contains 1532 members 
Mstep: Class 30 contains 3218 members 
Mstep: Class 31 contains 18824 members 
Mstep: Class 32 contains 1732 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 10374 members 
Mstep: Class 35 contains 42942 members 
Mstep: Class 36 contains 92111 members 
Mstep: Class 37 contains 16698 members 
Mstep: Class 38 contains 2327 members 
Mstep: Class 39 contains 26049 members 
Mstep: Class 40 contains 2075 members 
Mstep: Class 41 contains 6061 members 
Mstep: Class 42 contains 41820 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 5150 members 
Mstep: Class 46 contains 645 members 
Mstep: Class 47 contains 30275 members 
Mstep: Class 48 contains 1167 members 
Mstep: Class 49 contains 18633 members 
Mstep: Class 50 contains 92019 members 
Mstep: Class 51 contains 4782 members 
Mstep: Class 52 contains 4427 members 
Mstep: Class 53 contains 5969 members 
Mstep: Class 54 contains 2445 members 
Mstep: Class 55 contains 4395 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15598 members 
Mstep: Class 58 contains 3006 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 525 members 
Mstep: Class 61 contains 10825 members 
Mstep: Class 62 contains 7004 members 
Mstep: Class 63 contains 4914 members 
Mstep: Class 64 contains 24410 members 
Mstep: Class 65 contains 8518 members 
Mstep: Class 66 contains 12265 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 857 members 
Mstep: Class 69 contains 8104 members 
Mstep: Class 70 contains 2124 members 
Mstep: Class 71 contains 11587 members 
Mstep: Class 72 contains 1296 members 
Mstep: Class 73 contains 3585 members 
Mstep: Class 74 contains 1978 members 
Mstep: Class 75 contains 1315 members 
Mstep: Class 76 contains 3164 members 
Mstep: Class 77 contains 4162 members 
Mstep: Class 78 contains 11195 members 
Mstep: Class 79 contains 2707 members 
Mstep: Class 80 contains 657 members 
Mstep: Class 81 contains 760 members 
Mstep: Class 82 contains 4780 members 
Mstep: Class 83 contains 3767 members 
Mstep: Class 84 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154530816.000000 Penalty: 293480.187500
Iteration 125Q: 85 clusters Score -1.545308e+08 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 2034 members 
Mstep: Class 3 contains 19432 members 
Mstep: Class 4 contains 2490 members 
Mstep: Class 5 contains 3421 members 
Mstep: Class 6 contains 5277 members 
Mstep: Class 7 contains 5673 members 
Mstep: Class 8 contains 21935 members 
Mstep: Class 9 contains 233903 members 
Mstep: Class 10 contains 7363 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 3971 members 
Mstep: Class 13 contains 1107 members 
Mstep: Class 14 contains 6116 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 80583 members 
Mstep: Class 17 contains 13143 members 
Mstep: Class 18 contains 134841 members 
Mstep: Class 19 contains 6224 members 
Mstep: Class 20 contains 17419 members 
Mstep: Class 21 contains 8640 members 
Mstep: Class 22 contains 15842 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2682 members 
Mstep: Class 25 contains 2879 members 
Mstep: Class 26 contains 1463 members 
Mstep: Class 27 contains 4662 members 
Mstep: Class 28 contains 95843 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 3268 members 
Mstep: Class 31 contains 18782 members 
Mstep: Class 32 contains 1731 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 10367 members 
Mstep: Class 35 contains 42902 members 
Mstep: Class 36 contains 92102 members 
Mstep: Class 37 contains 16714 members 
Mstep: Class 38 contains 2321 members 
Mstep: Class 39 contains 26168 members 
Mstep: Class 40 contains 2070 members 
Mstep: Class 41 contains 6070 members 
Mstep: Class 42 contains 41762 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 5150 members 
Mstep: Class 46 contains 642 members 
Mstep: Class 47 contains 30260 members 
Mstep: Class 48 contains 1180 members 
Mstep: Class 49 contains 18621 members 
Mstep: Class 50 contains 91996 members 
Mstep: Class 51 contains 4756 members 
Mstep: Class 52 contains 4421 members 
Mstep: Class 53 contains 5969 members 
Mstep: Class 54 contains 2444 members 
Mstep: Class 55 contains 4393 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15578 members 
Mstep: Class 58 contains 2999 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 521 members 
Mstep: Class 61 contains 10804 members 
Mstep: Class 62 contains 7025 members 
Mstep: Class 63 contains 4990 members 
Mstep: Class 64 contains 24394 members 
Mstep: Class 65 contains 8484 members 
Mstep: Class 66 contains 12240 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 859 members 
Mstep: Class 69 contains 8299 members 
Mstep: Class 70 contains 2127 members 
Mstep: Class 71 contains 11473 members 
Mstep: Class 72 contains 1300 members 
Mstep: Class 73 contains 3593 members 
Mstep: Class 74 contains 1982 members 
Mstep: Class 75 contains 1316 members 
Mstep: Class 76 contains 3235 members 
Mstep: Class 77 contains 4260 members 
Mstep: Class 78 contains 11281 members 
Mstep: Class 79 contains 2717 members 
Mstep: Class 80 contains 658 members 
Mstep: Class 81 contains 756 members 
Mstep: Class 82 contains 4791 members 
Mstep: Class 83 contains 3766 members 
Mstep: Class 84 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531216.000000 Penalty: 293480.187500
Iteration 126Q: 85 clusters Score -1.545312e+08 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 2005 members 
Mstep: Class 3 contains 19433 members 
Mstep: Class 4 contains 2492 members 
Mstep: Class 5 contains 3416 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 5656 members 
Mstep: Class 8 contains 21913 members 
Mstep: Class 9 contains 233931 members 
Mstep: Class 10 contains 7346 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 3971 members 
Mstep: Class 13 contains 1112 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 80629 members 
Mstep: Class 17 contains 13019 members 
Mstep: Class 18 contains 134833 members 
Mstep: Class 19 contains 6255 members 
Mstep: Class 20 contains 17419 members 
Mstep: Class 21 contains 8604 members 
Mstep: Class 22 contains 15791 members 
Mstep: Class 23 contains 6337 members 
Mstep: Class 24 contains 2689 members 
Mstep: Class 25 contains 2878 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4691 members 
Mstep: Class 28 contains 95762 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 18737 members 
Mstep: Class 32 contains 1728 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 10357 members 
Mstep: Class 35 contains 42855 members 
Mstep: Class 36 contains 92093 members 
Mstep: Class 37 contains 16737 members 
Mstep: Class 38 contains 2316 members 
Mstep: Class 39 contains 26275 members 
Mstep: Class 40 contains 2066 members 
Mstep: Class 41 contains 6079 members 
Mstep: Class 42 contains 41721 members 
Mstep: Class 43 contains 1419 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 5150 members 
Mstep: Class 46 contains 638 members 
Mstep: Class 47 contains 30244 members 
Mstep: Class 48 contains 1190 members 
Mstep: Class 49 contains 18626 members 
Mstep: Class 50 contains 91986 members 
Mstep: Class 51 contains 4738 members 
Mstep: Class 52 contains 4414 members 
Mstep: Class 53 contains 5974 members 
Mstep: Class 54 contains 2444 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15560 members 
Mstep: Class 58 contains 2995 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 515 members 
Mstep: Class 61 contains 10787 members 
Mstep: Class 62 contains 7042 members 
Mstep: Class 63 contains 5059 members 
Mstep: Class 64 contains 24353 members 
Mstep: Class 65 contains 8458 members 
Mstep: Class 66 contains 12216 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 862 members 
Mstep: Class 69 contains 8467 members 
Mstep: Class 70 contains 2128 members 
Mstep: Class 71 contains 11363 members 
Mstep: Class 72 contains 1302 members 
Mstep: Class 73 contains 3606 members 
Mstep: Class 74 contains 1993 members 
Mstep: Class 75 contains 1318 members 
Mstep: Class 76 contains 3281 members 
Mstep: Class 77 contains 4339 members 
Mstep: Class 78 contains 11350 members 
Mstep: Class 79 contains 2733 members 
Mstep: Class 80 contains 658 members 
Mstep: Class 81 contains 750 members 
Mstep: Class 82 contains 4803 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154531632.000000 Penalty: 293480.187500
Iteration 127Q: 85 clusters Score -1.545316e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1983 members 
Mstep: Class 3 contains 19437 members 
Mstep: Class 4 contains 2491 members 
Mstep: Class 5 contains 3408 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 5644 members 
Mstep: Class 8 contains 21899 members 
Mstep: Class 9 contains 233962 members 
Mstep: Class 10 contains 7318 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 3971 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 80659 members 
Mstep: Class 17 contains 12878 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6273 members 
Mstep: Class 20 contains 17418 members 
Mstep: Class 21 contains 8553 members 
Mstep: Class 22 contains 15741 members 
Mstep: Class 23 contains 6330 members 
Mstep: Class 24 contains 2695 members 
Mstep: Class 25 contains 2873 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4702 members 
Mstep: Class 28 contains 95691 members 
Mstep: Class 29 contains 1559 members 
Mstep: Class 30 contains 3342 members 
Mstep: Class 31 contains 18693 members 
Mstep: Class 32 contains 1726 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 10336 members 
Mstep: Class 35 contains 42802 members 
Mstep: Class 36 contains 92083 members 
Mstep: Class 37 contains 16759 members 
Mstep: Class 38 contains 2312 members 
Mstep: Class 39 contains 26421 members 
Mstep: Class 40 contains 2063 members 
Mstep: Class 41 contains 6095 members 
Mstep: Class 42 contains 41673 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 5151 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 30240 members 
Mstep: Class 48 contains 1195 members 
Mstep: Class 49 contains 18619 members 
Mstep: Class 50 contains 91965 members 
Mstep: Class 51 contains 4723 members 
Mstep: Class 52 contains 4413 members 
Mstep: Class 53 contains 5985 members 
Mstep: Class 54 contains 2444 members 
Mstep: Class 55 contains 4393 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15572 members 
Mstep: Class 58 contains 2996 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 508 members 
Mstep: Class 61 contains 10759 members 
Mstep: Class 62 contains 7055 members 
Mstep: Class 63 contains 5125 members 
Mstep: Class 64 contains 24319 members 
Mstep: Class 65 contains 8436 members 
Mstep: Class 66 contains 12172 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 865 members 
Mstep: Class 69 contains 8668 members 
Mstep: Class 70 contains 2135 members 
Mstep: Class 71 contains 11266 members 
Mstep: Class 72 contains 1307 members 
Mstep: Class 73 contains 3609 members 
Mstep: Class 74 contains 1996 members 
Mstep: Class 75 contains 1319 members 
Mstep: Class 76 contains 3313 members 
Mstep: Class 77 contains 4444 members 
Mstep: Class 78 contains 11400 members 
Mstep: Class 79 contains 2750 members 
Mstep: Class 80 contains 659 members 
Mstep: Class 81 contains 748 members 
Mstep: Class 82 contains 4809 members 
Mstep: Class 83 contains 3763 members 
Mstep: Class 84 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532384.000000 Penalty: 293480.187500
Iteration 128Q: 85 clusters Score -1.545324e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1973 members 
Mstep: Class 3 contains 19436 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 5254 members 
Mstep: Class 7 contains 5630 members 
Mstep: Class 8 contains 21892 members 
Mstep: Class 9 contains 233994 members 
Mstep: Class 10 contains 7294 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 3969 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 6120 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 80689 members 
Mstep: Class 17 contains 12724 members 
Mstep: Class 18 contains 134824 members 
Mstep: Class 19 contains 6278 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8500 members 
Mstep: Class 22 contains 15687 members 
Mstep: Class 23 contains 6321 members 
Mstep: Class 24 contains 2699 members 
Mstep: Class 25 contains 2866 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4718 members 
Mstep: Class 28 contains 95639 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 3364 members 
Mstep: Class 31 contains 18668 members 
Mstep: Class 32 contains 1725 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 10309 members 
Mstep: Class 35 contains 42755 members 
Mstep: Class 36 contains 92076 members 
Mstep: Class 37 contains 16766 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26501 members 
Mstep: Class 40 contains 2058 members 
Mstep: Class 41 contains 6110 members 
Mstep: Class 42 contains 41631 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 5152 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 30229 members 
Mstep: Class 48 contains 1200 members 
Mstep: Class 49 contains 18630 members 
Mstep: Class 50 contains 91957 members 
Mstep: Class 51 contains 4720 members 
Mstep: Class 52 contains 4413 members 
Mstep: Class 53 contains 5993 members 
Mstep: Class 54 contains 2449 members 
Mstep: Class 55 contains 4398 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15582 members 
Mstep: Class 58 contains 3003 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 502 members 
Mstep: Class 61 contains 10751 members 
Mstep: Class 62 contains 7066 members 
Mstep: Class 63 contains 5204 members 
Mstep: Class 64 contains 24296 members 
Mstep: Class 65 contains 8421 members 
Mstep: Class 66 contains 12108 members 
Mstep: Class 67 contains 365 members 
Mstep: Class 68 contains 864 members 
Mstep: Class 69 contains 8878 members 
Mstep: Class 70 contains 2145 members 
Mstep: Class 71 contains 11174 members 
Mstep: Class 72 contains 1313 members 
Mstep: Class 73 contains 3617 members 
Mstep: Class 74 contains 1999 members 
Mstep: Class 75 contains 1321 members 
Mstep: Class 76 contains 3328 members 
Mstep: Class 77 contains 4535 members 
Mstep: Class 78 contains 11451 members 
Mstep: Class 79 contains 2761 members 
Mstep: Class 80 contains 659 members 
Mstep: Class 81 contains 746 members 
Mstep: Class 82 contains 4817 members 
Mstep: Class 83 contains 3765 members 
Mstep: Class 84 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154532880.000000 Penalty: 293480.187500
Iteration 129Q: 85 clusters Score -1.545329e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 19436 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 5244 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 21883 members 
Mstep: Class 9 contains 234021 members 
Mstep: Class 10 contains 7272 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3968 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 80728 members 
Mstep: Class 17 contains 12585 members 
Mstep: Class 18 contains 134829 members 
Mstep: Class 19 contains 6295 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8453 members 
Mstep: Class 22 contains 15626 members 
Mstep: Class 23 contains 6303 members 
Mstep: Class 24 contains 2712 members 
Mstep: Class 25 contains 2861 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4730 members 
Mstep: Class 28 contains 95573 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 3387 members 
Mstep: Class 31 contains 18660 members 
Mstep: Class 32 contains 1722 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 10297 members 
Mstep: Class 35 contains 42686 members 
Mstep: Class 36 contains 92072 members 
Mstep: Class 37 contains 16771 members 
Mstep: Class 38 contains 2321 members 
Mstep: Class 39 contains 26600 members 
Mstep: Class 40 contains 2055 members 
Mstep: Class 41 contains 6123 members 
Mstep: Class 42 contains 41586 members 
Mstep: Class 43 contains 1421 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 30227 members 
Mstep: Class 48 contains 1205 members 
Mstep: Class 49 contains 18634 members 
Mstep: Class 50 contains 91957 members 
Mstep: Class 51 contains 4716 members 
Mstep: Class 52 contains 4413 members 
Mstep: Class 53 contains 6002 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4395 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15591 members 
Mstep: Class 58 contains 3007 members 
Mstep: Class 59 contains 3013 members 
Mstep: Class 60 contains 492 members 
Mstep: Class 61 contains 10747 members 
Mstep: Class 62 contains 7072 members 
Mstep: Class 63 contains 5280 members 
Mstep: Class 64 contains 24270 members 
Mstep: Class 65 contains 8401 members 
Mstep: Class 66 contains 12049 members 
Mstep: Class 67 contains 366 members 
Mstep: Class 68 contains 862 members 
Mstep: Class 69 contains 9069 members 
Mstep: Class 70 contains 2148 members 
Mstep: Class 71 contains 11093 members 
Mstep: Class 72 contains 1316 members 
Mstep: Class 73 contains 3625 members 
Mstep: Class 74 contains 2004 members 
Mstep: Class 75 contains 1320 members 
Mstep: Class 76 contains 3337 members 
Mstep: Class 77 contains 4627 members 
Mstep: Class 78 contains 11494 members 
Mstep: Class 79 contains 2767 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 745 members 
Mstep: Class 82 contains 4822 members 
Mstep: Class 83 contains 3765 members 
Mstep: Class 84 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154533216.000000 Penalty: 293480.187500
Iteration 130Q: 85 clusters Score -1.545332e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 19437 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 5236 members 
Mstep: Class 7 contains 5600 members 
Mstep: Class 8 contains 21874 members 
Mstep: Class 9 contains 234036 members 
Mstep: Class 10 contains 7257 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3968 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 80761 members 
Mstep: Class 17 contains 12440 members 
Mstep: Class 18 contains 134833 members 
Mstep: Class 19 contains 6309 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8408 members 
Mstep: Class 22 contains 15565 members 
Mstep: Class 23 contains 6302 members 
Mstep: Class 24 contains 2723 members 
Mstep: Class 25 contains 2858 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4743 members 
Mstep: Class 28 contains 95515 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 3412 members 
Mstep: Class 31 contains 18651 members 
Mstep: Class 32 contains 1718 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 10288 members 
Mstep: Class 35 contains 42600 members 
Mstep: Class 36 contains 92075 members 
Mstep: Class 37 contains 16781 members 
Mstep: Class 38 contains 2323 members 
Mstep: Class 39 contains 26693 members 
Mstep: Class 40 contains 2054 members 
Mstep: Class 41 contains 6133 members 
Mstep: Class 42 contains 41542 members 
Mstep: Class 43 contains 1423 members 
Mstep: Class 44 contains 392 members 
Mstep: Class 45 contains 5155 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 30224 members 
Mstep: Class 48 contains 1209 members 
Mstep: Class 49 contains 18634 members 
Mstep: Class 50 contains 91957 members 
Mstep: Class 51 contains 4714 members 
Mstep: Class 52 contains 4412 members 
Mstep: Class 53 contains 6010 members 
Mstep: Class 54 contains 2452 members 
Mstep: Class 55 contains 4397 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15602 members 
Mstep: Class 58 contains 3007 members 
Mstep: Class 59 contains 3013 members 
Mstep: Class 60 contains 484 members 
Mstep: Class 61 contains 10727 members 
Mstep: Class 62 contains 7081 members 
Mstep: Class 63 contains 5346 members 
Mstep: Class 64 contains 24236 members 
Mstep: Class 65 contains 8385 members 
Mstep: Class 66 contains 11968 members 
Mstep: Class 67 contains 366 members 
Mstep: Class 68 contains 862 members 
Mstep: Class 69 contains 9268 members 
Mstep: Class 70 contains 2151 members 
Mstep: Class 71 contains 11039 members 
Mstep: Class 72 contains 1316 members 
Mstep: Class 73 contains 3631 members 
Mstep: Class 74 contains 2007 members 
Mstep: Class 75 contains 1317 members 
Mstep: Class 76 contains 3343 members 
Mstep: Class 77 contains 4733 members 
Mstep: Class 78 contains 11543 members 
Mstep: Class 79 contains 2775 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 745 members 
Mstep: Class 82 contains 4826 members 
Mstep: Class 83 contains 3765 members 
Mstep: Class 84 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154533248.000000 Penalty: 293480.187500
Iteration 131Q: 85 clusters Score -1.545332e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 19437 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 5234 members 
Mstep: Class 7 contains 5589 members 
Mstep: Class 8 contains 21866 members 
Mstep: Class 9 contains 234056 members 
Mstep: Class 10 contains 7236 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3968 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 6125 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 16 contains 80808 members 
Mstep: Class 17 contains 12323 members 
Mstep: Class 18 contains 134837 members 
Mstep: Class 19 contains 6322 members 
Mstep: Class 20 contains 17419 members 
Mstep: Class 21 contains 8383 members 
Mstep: Class 22 contains 15511 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 2731 members 
Mstep: Class 25 contains 2857 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4753 members 
Mstep: Class 28 contains 95467 members 
Mstep: Class 29 contains 1593 members 
Mstep: Class 30 contains 3429 members 
Mstep: Class 31 contains 18644 members 
Mstep: Class 32 contains 1718 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 10268 members 
Mstep: Class 35 contains 42515 members 
Mstep: Class 36 contains 92078 members 
Mstep: Class 37 contains 16792 members 
Mstep: Class 38 contains 2323 members 
Mstep: Class 39 contains 26749 members 
Mstep: Class 40 contains 2053 members 
Mstep: Class 41 contains 6146 members 
Mstep: Class 42 contains 41506 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 393 members 
Mstep: Class 45 contains 5155 members 
Mstep: Class 46 contains 635 members 
Mstep: Class 47 contains 30221 members 
Mstep: Class 48 contains 1208 members 
Mstep: Class 49 contains 18601 members 
Mstep: Class 50 contains 91957 members 
Mstep: Class 51 contains 4714 members 
Mstep: Class 52 contains 4408 members 
Mstep: Class 53 contains 6009 members 
Mstep: Class 54 contains 2449 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15611 members 
Mstep: Class 58 contains 3009 members 
Mstep: Class 59 contains 3013 members 
Mstep: Class 60 contains 473 members 
Mstep: Class 61 contains 10709 members 
Mstep: Class 62 contains 7082 members 
Mstep: Class 63 contains 5393 members 
Mstep: Class 64 contains 24209 members 
Mstep: Class 65 contains 8370 members 
Mstep: Class 66 contains 11901 members 
Mstep: Class 67 contains 365 members 
Mstep: Class 68 contains 863 members 
Mstep: Class 69 contains 9490 members 
Mstep: Class 70 contains 2155 members 
Mstep: Class 71 contains 10987 members 
Mstep: Class 72 contains 1318 members 
Mstep: Class 73 contains 3634 members 
Mstep: Class 74 contains 2009 members 
Mstep: Class 75 contains 1319 members 
Mstep: Class 76 contains 3351 members 
Mstep: Class 77 contains 4823 members 
Mstep: Class 78 contains 11590 members 
Mstep: Class 79 contains 2788 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4824 members 
Mstep: Class 83 contains 3765 members 
Mstep: Class 84 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154533808.000000 Penalty: 293480.187500
Iteration 132Q: 85 clusters Score -1.545338e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1949 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 2490 members 
Mstep: Class 5 contains 3377 members 
Mstep: Class 6 contains 5231 members 
Mstep: Class 7 contains 5583 members 
Mstep: Class 8 contains 21865 members 
Mstep: Class 9 contains 234078 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3967 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 6127 members 
Mstep: Class 15 contains 522 members 
Mstep: Class 16 contains 80843 members 
Mstep: Class 17 contains 12194 members 
Mstep: Class 18 contains 134839 members 
Mstep: Class 19 contains 6340 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8359 members 
Mstep: Class 22 contains 15471 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2738 members 
Mstep: Class 25 contains 2858 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4761 members 
Mstep: Class 28 contains 95426 members 
Mstep: Class 29 contains 1603 members 
Mstep: Class 30 contains 3447 members 
Mstep: Class 31 contains 18636 members 
Mstep: Class 32 contains 1717 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 10253 members 
Mstep: Class 35 contains 42421 members 
Mstep: Class 36 contains 92085 members 
Mstep: Class 37 contains 16805 members 
Mstep: Class 38 contains 2321 members 
Mstep: Class 39 contains 26812 members 
Mstep: Class 40 contains 2051 members 
Mstep: Class 41 contains 6148 members 
Mstep: Class 42 contains 41466 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 393 members 
Mstep: Class 45 contains 5155 members 
Mstep: Class 46 contains 635 members 
Mstep: Class 47 contains 30213 members 
Mstep: Class 48 contains 1209 members 
Mstep: Class 49 contains 18563 members 
Mstep: Class 50 contains 91954 members 
Mstep: Class 51 contains 4711 members 
Mstep: Class 52 contains 4406 members 
Mstep: Class 53 contains 6015 members 
Mstep: Class 54 contains 2446 members 
Mstep: Class 55 contains 4395 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15612 members 
Mstep: Class 58 contains 3012 members 
Mstep: Class 59 contains 3013 members 
Mstep: Class 60 contains 465 members 
Mstep: Class 61 contains 10701 members 
Mstep: Class 62 contains 7083 members 
Mstep: Class 63 contains 5432 members 
Mstep: Class 64 contains 24190 members 
Mstep: Class 65 contains 8350 members 
Mstep: Class 66 contains 11850 members 
Mstep: Class 67 contains 365 members 
Mstep: Class 68 contains 864 members 
Mstep: Class 69 contains 9718 members 
Mstep: Class 70 contains 2162 members 
Mstep: Class 71 contains 10941 members 
Mstep: Class 72 contains 1318 members 
Mstep: Class 73 contains 3643 members 
Mstep: Class 74 contains 2011 members 
Mstep: Class 75 contains 1319 members 
Mstep: Class 76 contains 3356 members 
Mstep: Class 77 contains 4890 members 
Mstep: Class 78 contains 11634 members 
Mstep: Class 79 contains 2800 members 
Mstep: Class 80 contains 661 members 
Mstep: Class 81 contains 748 members 
Mstep: Class 82 contains 4826 members 
Mstep: Class 83 contains 3765 members 
Mstep: Class 84 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154534304.000000 Penalty: 293480.187500
Iteration 133Q: 85 clusters Score -1.545343e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 19437 members 
Mstep: Class 4 contains 2490 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 5228 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 21856 members 
Mstep: Class 9 contains 234093 members 
Mstep: Class 10 contains 7213 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3966 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 6129 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 80879 members 
Mstep: Class 17 contains 12104 members 
Mstep: Class 18 contains 134840 members 
Mstep: Class 19 contains 6359 members 
Mstep: Class 20 contains 17416 members 
Mstep: Class 21 contains 8329 members 
Mstep: Class 22 contains 15425 members 
Mstep: Class 23 contains 6291 members 
Mstep: Class 24 contains 2747 members 
Mstep: Class 25 contains 2859 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4766 members 
Mstep: Class 28 contains 95382 members 
Mstep: Class 29 contains 1607 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 18629 members 
Mstep: Class 32 contains 1719 members 
Mstep: Class 33 contains 280 members 
Mstep: Class 34 contains 10249 members 
Mstep: Class 35 contains 42324 members 
Mstep: Class 36 contains 92091 members 
Mstep: Class 37 contains 16818 members 
Mstep: Class 38 contains 2320 members 
Mstep: Class 39 contains 26844 members 
Mstep: Class 40 contains 2049 members 
Mstep: Class 41 contains 6148 members 
Mstep: Class 42 contains 41426 members 
Mstep: Class 43 contains 1421 members 
Mstep: Class 44 contains 393 members 
Mstep: Class 45 contains 5155 members 
Mstep: Class 46 contains 635 members 
Mstep: Class 47 contains 30204 members 
Mstep: Class 48 contains 1209 members 
Mstep: Class 49 contains 18537 members 
Mstep: Class 50 contains 91952 members 
Mstep: Class 51 contains 4709 members 
Mstep: Class 52 contains 4406 members 
Mstep: Class 53 contains 6015 members 
Mstep: Class 54 contains 2445 members 
Mstep: Class 55 contains 4395 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15625 members 
Mstep: Class 58 contains 3012 members 
Mstep: Class 59 contains 3014 members 
Mstep: Class 60 contains 464 members 
Mstep: Class 61 contains 10695 members 
Mstep: Class 62 contains 7082 members 
Mstep: Class 63 contains 5475 members 
Mstep: Class 64 contains 24168 members 
Mstep: Class 65 contains 8334 members 
Mstep: Class 66 contains 11813 members 
Mstep: Class 67 contains 365 members 
Mstep: Class 68 contains 864 members 
Mstep: Class 69 contains 9930 members 
Mstep: Class 70 contains 2165 members 
Mstep: Class 71 contains 10911 members 
Mstep: Class 72 contains 1319 members 
Mstep: Class 73 contains 3647 members 
Mstep: Class 74 contains 2015 members 
Mstep: Class 75 contains 1321 members 
Mstep: Class 76 contains 3360 members 
Mstep: Class 77 contains 4946 members 
Mstep: Class 78 contains 11672 members 
Mstep: Class 79 contains 2806 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 749 members 
Mstep: Class 82 contains 4835 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154534048.000000 Penalty: 293480.187500
Iteration 134Q: 85 clusters Score -1.54534e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1941 members 
Mstep: Class 3 contains 19438 members 
Mstep: Class 4 contains 2492 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 5227 members 
Mstep: Class 7 contains 5566 members 
Mstep: Class 8 contains 21842 members 
Mstep: Class 9 contains 234111 members 
Mstep: Class 10 contains 7196 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3965 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 6130 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 80927 members 
Mstep: Class 17 contains 12007 members 
Mstep: Class 18 contains 134848 members 
Mstep: Class 19 contains 6373 members 
Mstep: Class 20 contains 17416 members 
Mstep: Class 21 contains 8310 members 
Mstep: Class 22 contains 15369 members 
Mstep: Class 23 contains 6282 members 
Mstep: Class 24 contains 2755 members 
Mstep: Class 25 contains 2858 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4772 members 
Mstep: Class 28 contains 95349 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 30 contains 3470 members 
Mstep: Class 31 contains 18625 members 
Mstep: Class 32 contains 1718 members 
Mstep: Class 33 contains 279 members 
Mstep: Class 34 contains 10251 members 
Mstep: Class 35 contains 42244 members 
Mstep: Class 36 contains 92094 members 
Mstep: Class 37 contains 16831 members 
Mstep: Class 38 contains 2320 members 
Mstep: Class 39 contains 26877 members 
Mstep: Class 40 contains 2044 members 
Mstep: Class 41 contains 6147 members 
Mstep: Class 42 contains 41392 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 5156 members 
Mstep: Class 46 contains 635 members 
Mstep: Class 47 contains 30199 members 
Mstep: Class 48 contains 1208 members 
Mstep: Class 49 contains 18520 members 
Mstep: Class 50 contains 91952 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4407 members 
Mstep: Class 53 contains 6026 members 
Mstep: Class 54 contains 2448 members 
Mstep: Class 55 contains 4395 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15629 members 
Mstep: Class 58 contains 3013 members 
Mstep: Class 59 contains 3013 members 
Mstep: Class 60 contains 466 members 
Mstep: Class 61 contains 10680 members 
Mstep: Class 62 contains 7083 members 
Mstep: Class 63 contains 5505 members 
Mstep: Class 64 contains 24154 members 
Mstep: Class 65 contains 8314 members 
Mstep: Class 66 contains 11750 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 863 members 
Mstep: Class 69 contains 10134 members 
Mstep: Class 70 contains 2169 members 
Mstep: Class 71 contains 10874 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3651 members 
Mstep: Class 74 contains 2016 members 
Mstep: Class 75 contains 1324 members 
Mstep: Class 76 contains 3367 members 
Mstep: Class 77 contains 4998 members 
Mstep: Class 78 contains 11720 members 
Mstep: Class 79 contains 2808 members 
Mstep: Class 80 contains 661 members 
Mstep: Class 81 contains 749 members 
Mstep: Class 82 contains 4841 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154534208.000000 Penalty: 293480.187500
Iteration 135Q: 85 clusters Score -1.545342e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1936 members 
Mstep: Class 3 contains 19438 members 
Mstep: Class 4 contains 2493 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 5225 members 
Mstep: Class 7 contains 5560 members 
Mstep: Class 8 contains 21828 members 
Mstep: Class 9 contains 234132 members 
Mstep: Class 10 contains 7174 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3964 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 6130 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 80974 members 
Mstep: Class 17 contains 11883 members 
Mstep: Class 18 contains 134853 members 
Mstep: Class 19 contains 6385 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8292 members 
Mstep: Class 22 contains 15325 members 
Mstep: Class 23 contains 6282 members 
Mstep: Class 24 contains 2765 members 
Mstep: Class 25 contains 2857 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4778 members 
Mstep: Class 28 contains 95325 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 3477 members 
Mstep: Class 31 contains 18621 members 
Mstep: Class 32 contains 1716 members 
Mstep: Class 33 contains 277 members 
Mstep: Class 34 contains 10250 members 
Mstep: Class 35 contains 42178 members 
Mstep: Class 36 contains 92091 members 
Mstep: Class 37 contains 16847 members 
Mstep: Class 38 contains 2319 members 
Mstep: Class 39 contains 26889 members 
Mstep: Class 40 contains 2040 members 
Mstep: Class 41 contains 6151 members 
Mstep: Class 42 contains 41359 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 396 members 
Mstep: Class 45 contains 5156 members 
Mstep: Class 46 contains 635 members 
Mstep: Class 47 contains 30197 members 
Mstep: Class 48 contains 1211 members 
Mstep: Class 49 contains 18510 members 
Mstep: Class 50 contains 91954 members 
Mstep: Class 51 contains 4701 members 
Mstep: Class 52 contains 4406 members 
Mstep: Class 53 contains 6033 members 
Mstep: Class 54 contains 2451 members 
Mstep: Class 55 contains 4395 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15621 members 
Mstep: Class 58 contains 3014 members 
Mstep: Class 59 contains 3013 members 
Mstep: Class 60 contains 469 members 
Mstep: Class 61 contains 10678 members 
Mstep: Class 62 contains 7081 members 
Mstep: Class 63 contains 5519 members 
Mstep: Class 64 contains 24144 members 
Mstep: Class 65 contains 8298 members 
Mstep: Class 66 contains 11698 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 864 members 
Mstep: Class 69 contains 10331 members 
Mstep: Class 70 contains 2172 members 
Mstep: Class 71 contains 10852 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3654 members 
Mstep: Class 74 contains 2025 members 
Mstep: Class 75 contains 1329 members 
Mstep: Class 76 contains 3374 members 
Mstep: Class 77 contains 5048 members 
Mstep: Class 78 contains 11763 members 
Mstep: Class 79 contains 2811 members 
Mstep: Class 80 contains 659 members 
Mstep: Class 81 contains 750 members 
Mstep: Class 82 contains 4844 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154534416.000000 Penalty: 293480.187500
Iteration 136Q: 85 clusters Score -1.545344e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1934 members 
Mstep: Class 3 contains 19440 members 
Mstep: Class 4 contains 2496 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 5556 members 
Mstep: Class 8 contains 21812 members 
Mstep: Class 9 contains 234153 members 
Mstep: Class 10 contains 7166 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3962 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 6131 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 81030 members 
Mstep: Class 17 contains 11773 members 
Mstep: Class 18 contains 134853 members 
Mstep: Class 19 contains 6392 members 
Mstep: Class 20 contains 17418 members 
Mstep: Class 21 contains 8277 members 
Mstep: Class 22 contains 15297 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 2857 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4784 members 
Mstep: Class 28 contains 95296 members 
Mstep: Class 29 contains 1626 members 
Mstep: Class 30 contains 3485 members 
Mstep: Class 31 contains 18621 members 
Mstep: Class 32 contains 1714 members 
Mstep: Class 33 contains 275 members 
Mstep: Class 34 contains 10249 members 
Mstep: Class 35 contains 42108 members 
Mstep: Class 36 contains 92087 members 
Mstep: Class 37 contains 16864 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26899 members 
Mstep: Class 40 contains 2037 members 
Mstep: Class 41 contains 6146 members 
Mstep: Class 42 contains 41328 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 396 members 
Mstep: Class 45 contains 5156 members 
Mstep: Class 46 contains 634 members 
Mstep: Class 47 contains 30192 members 
Mstep: Class 48 contains 1211 members 
Mstep: Class 49 contains 18489 members 
Mstep: Class 50 contains 91958 members 
Mstep: Class 51 contains 4698 members 
Mstep: Class 52 contains 4405 members 
Mstep: Class 53 contains 6037 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4395 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15617 members 
Mstep: Class 58 contains 3013 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 473 members 
Mstep: Class 61 contains 10674 members 
Mstep: Class 62 contains 7082 members 
Mstep: Class 63 contains 5537 members 
Mstep: Class 64 contains 24126 members 
Mstep: Class 65 contains 8286 members 
Mstep: Class 66 contains 11649 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 865 members 
Mstep: Class 69 contains 10533 members 
Mstep: Class 70 contains 2174 members 
Mstep: Class 71 contains 10831 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3660 members 
Mstep: Class 74 contains 2032 members 
Mstep: Class 75 contains 1333 members 
Mstep: Class 76 contains 3383 members 
Mstep: Class 77 contains 5092 members 
Mstep: Class 78 contains 11790 members 
Mstep: Class 79 contains 2821 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 750 members 
Mstep: Class 82 contains 4847 members 
Mstep: Class 83 contains 3763 members 
Mstep: Class 84 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154534256.000000 Penalty: 293480.187500
Iteration 137Q: 85 clusters Score -1.545343e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1928 members 
Mstep: Class 3 contains 19441 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 5552 members 
Mstep: Class 8 contains 21806 members 
Mstep: Class 9 contains 234169 members 
Mstep: Class 10 contains 7159 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3961 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6132 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 16 contains 81085 members 
Mstep: Class 17 contains 11690 members 
Mstep: Class 18 contains 134848 members 
Mstep: Class 19 contains 6398 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8266 members 
Mstep: Class 22 contains 15269 members 
Mstep: Class 23 contains 6267 members 
Mstep: Class 24 contains 2778 members 
Mstep: Class 25 contains 2857 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4791 members 
Mstep: Class 28 contains 95279 members 
Mstep: Class 29 contains 1631 members 
Mstep: Class 30 contains 3491 members 
Mstep: Class 31 contains 18619 members 
Mstep: Class 32 contains 1713 members 
Mstep: Class 33 contains 272 members 
Mstep: Class 34 contains 10240 members 
Mstep: Class 35 contains 42003 members 
Mstep: Class 36 contains 92083 members 
Mstep: Class 37 contains 16882 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26901 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6144 members 
Mstep: Class 42 contains 41279 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 396 members 
Mstep: Class 45 contains 5156 members 
Mstep: Class 46 contains 634 members 
Mstep: Class 47 contains 30193 members 
Mstep: Class 48 contains 1212 members 
Mstep: Class 49 contains 18472 members 
Mstep: Class 50 contains 91956 members 
Mstep: Class 51 contains 4695 members 
Mstep: Class 52 contains 4405 members 
Mstep: Class 53 contains 6042 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4395 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15620 members 
Mstep: Class 58 contains 3013 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 475 members 
Mstep: Class 61 contains 10670 members 
Mstep: Class 62 contains 7085 members 
Mstep: Class 63 contains 5551 members 
Mstep: Class 64 contains 24110 members 
Mstep: Class 65 contains 8276 members 
Mstep: Class 66 contains 11613 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 865 members 
Mstep: Class 69 contains 10731 members 
Mstep: Class 70 contains 2175 members 
Mstep: Class 71 contains 10814 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3661 members 
Mstep: Class 74 contains 2039 members 
Mstep: Class 75 contains 1336 members 
Mstep: Class 76 contains 3390 members 
Mstep: Class 77 contains 5133 members 
Mstep: Class 78 contains 11819 members 
Mstep: Class 79 contains 2830 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 749 members 
Mstep: Class 82 contains 4853 members 
Mstep: Class 83 contains 3763 members 
Mstep: Class 84 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154534528.000000 Penalty: 293480.187500
Iteration 138Q: 85 clusters Score -1.545345e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1926 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2499 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 5223 members 
Mstep: Class 7 contains 5550 members 
Mstep: Class 8 contains 21796 members 
Mstep: Class 9 contains 234186 members 
Mstep: Class 10 contains 7153 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3961 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6132 members 
Mstep: Class 15 contains 525 members 
Mstep: Class 16 contains 81127 members 
Mstep: Class 17 contains 11601 members 
Mstep: Class 18 contains 134847 members 
Mstep: Class 19 contains 6405 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8255 members 
Mstep: Class 22 contains 15242 members 
Mstep: Class 23 contains 6279 members 
Mstep: Class 24 contains 2777 members 
Mstep: Class 25 contains 2857 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4792 members 
Mstep: Class 28 contains 95245 members 
Mstep: Class 29 contains 1633 members 
Mstep: Class 30 contains 3498 members 
Mstep: Class 31 contains 18620 members 
Mstep: Class 32 contains 1712 members 
Mstep: Class 33 contains 271 members 
Mstep: Class 34 contains 10243 members 
Mstep: Class 35 contains 41925 members 
Mstep: Class 36 contains 92077 members 
Mstep: Class 37 contains 16899 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26908 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6141 members 
Mstep: Class 42 contains 41228 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 396 members 
Mstep: Class 45 contains 5156 members 
Mstep: Class 46 contains 634 members 
Mstep: Class 47 contains 30197 members 
Mstep: Class 48 contains 1215 members 
Mstep: Class 49 contains 18446 members 
Mstep: Class 50 contains 91958 members 
Mstep: Class 51 contains 4696 members 
Mstep: Class 52 contains 4405 members 
Mstep: Class 53 contains 6041 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4395 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15629 members 
Mstep: Class 58 contains 3014 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 475 members 
Mstep: Class 61 contains 10680 members 
Mstep: Class 62 contains 7091 members 
Mstep: Class 63 contains 5550 members 
Mstep: Class 64 contains 24106 members 
Mstep: Class 65 contains 8269 members 
Mstep: Class 66 contains 11583 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 865 members 
Mstep: Class 69 contains 10917 members 
Mstep: Class 70 contains 2175 members 
Mstep: Class 71 contains 10800 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3665 members 
Mstep: Class 74 contains 2042 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 3393 members 
Mstep: Class 77 contains 5157 members 
Mstep: Class 78 contains 11845 members 
Mstep: Class 79 contains 2836 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 749 members 
Mstep: Class 82 contains 4857 members 
Mstep: Class 83 contains 3763 members 
Mstep: Class 84 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154534176.000000 Penalty: 293480.187500
Iteration 139Q: 85 clusters Score -1.545342e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1922 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2500 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 5222 members 
Mstep: Class 7 contains 5548 members 
Mstep: Class 8 contains 21788 members 
Mstep: Class 9 contains 234192 members 
Mstep: Class 10 contains 7149 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3961 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6132 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 81165 members 
Mstep: Class 17 contains 11537 members 
Mstep: Class 18 contains 134837 members 
Mstep: Class 19 contains 6410 members 
Mstep: Class 20 contains 17418 members 
Mstep: Class 21 contains 8250 members 
Mstep: Class 22 contains 15213 members 
Mstep: Class 23 contains 6294 members 
Mstep: Class 24 contains 2777 members 
Mstep: Class 25 contains 2856 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4794 members 
Mstep: Class 28 contains 95225 members 
Mstep: Class 29 contains 1636 members 
Mstep: Class 30 contains 3505 members 
Mstep: Class 31 contains 18618 members 
Mstep: Class 32 contains 1712 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10239 members 
Mstep: Class 35 contains 41856 members 
Mstep: Class 36 contains 92078 members 
Mstep: Class 37 contains 16915 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26932 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6144 members 
Mstep: Class 42 contains 41181 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 396 members 
Mstep: Class 45 contains 5156 members 
Mstep: Class 46 contains 634 members 
Mstep: Class 47 contains 30197 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 18417 members 
Mstep: Class 50 contains 91953 members 
Mstep: Class 51 contains 4695 members 
Mstep: Class 52 contains 4406 members 
Mstep: Class 53 contains 6044 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4395 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15629 members 
Mstep: Class 58 contains 3013 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 475 members 
Mstep: Class 61 contains 10676 members 
Mstep: Class 62 contains 7096 members 
Mstep: Class 63 contains 5542 members 
Mstep: Class 64 contains 24105 members 
Mstep: Class 65 contains 8262 members 
Mstep: Class 66 contains 11548 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 865 members 
Mstep: Class 69 contains 11087 members 
Mstep: Class 70 contains 2175 members 
Mstep: Class 71 contains 10784 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3669 members 
Mstep: Class 74 contains 2047 members 
Mstep: Class 75 contains 1341 members 
Mstep: Class 76 contains 3398 members 
Mstep: Class 77 contains 5189 members 
Mstep: Class 78 contains 11867 members 
Mstep: Class 79 contains 2837 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 748 members 
Mstep: Class 82 contains 4861 members 
Mstep: Class 83 contains 3763 members 
Mstep: Class 84 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154534304.000000 Penalty: 293480.187500
Iteration 140F: 85 clusters Score -1.545343e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1920 members 
Mstep: Class 3 contains 19437 members 
Mstep: Class 4 contains 2501 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 5221 members 
Mstep: Class 7 contains 5548 members 
Mstep: Class 8 contains 21790 members 
Mstep: Class 9 contains 234206 members 
Mstep: Class 10 contains 7145 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3961 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6132 members 
Mstep: Class 15 contains 527 members 
Mstep: Class 16 contains 81180 members 
Mstep: Class 17 contains 11465 members 
Mstep: Class 18 contains 134831 members 
Mstep: Class 19 contains 6412 members 
Mstep: Class 20 contains 17419 members 
Mstep: Class 21 contains 8220 members 
Mstep: Class 22 contains 15186 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 2776 members 
Mstep: Class 25 contains 2855 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4798 members 
Mstep: Class 28 contains 95218 members 
Mstep: Class 29 contains 1638 members 
Mstep: Class 30 contains 3512 members 
Mstep: Class 31 contains 18618 members 
Mstep: Class 32 contains 1712 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10239 members 
Mstep: Class 35 contains 41786 members 
Mstep: Class 36 contains 92078 members 
Mstep: Class 37 contains 16924 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26941 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6145 members 
Mstep: Class 42 contains 41143 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 396 members 
Mstep: Class 45 contains 5156 members 
Mstep: Class 46 contains 635 members 
Mstep: Class 47 contains 30196 members 
Mstep: Class 48 contains 1218 members 
Mstep: Class 49 contains 18376 members 
Mstep: Class 50 contains 91948 members 
Mstep: Class 51 contains 4693 members 
Mstep: Class 52 contains 4405 members 
Mstep: Class 53 contains 6046 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4395 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15624 members 
Mstep: Class 58 contains 3017 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 475 members 
Mstep: Class 61 contains 10670 members 
Mstep: Class 62 contains 7099 members 
Mstep: Class 63 contains 5561 members 
Mstep: Class 64 contains 24108 members 
Mstep: Class 65 contains 8259 members 
Mstep: Class 66 contains 11493 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 11256 members 
Mstep: Class 70 contains 2175 members 
Mstep: Class 71 contains 10773 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3676 members 
Mstep: Class 74 contains 2052 members 
Mstep: Class 75 contains 1342 members 
Mstep: Class 76 contains 3403 members 
Mstep: Class 77 contains 5250 members 
Mstep: Class 78 contains 11894 members 
Mstep: Class 79 contains 2841 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4873 members 
Mstep: Class 83 contains 3762 members 
Mstep: Class 84 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154534752.000000 Penalty: 293480.187500
Iteration 141Q: 85 clusters Score -1.545348e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1918 members 
Mstep: Class 3 contains 19437 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 21786 members 
Mstep: Class 9 contains 234232 members 
Mstep: Class 10 contains 7139 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3960 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 528 members 
Mstep: Class 16 contains 81192 members 
Mstep: Class 17 contains 11420 members 
Mstep: Class 18 contains 134821 members 
Mstep: Class 19 contains 6413 members 
Mstep: Class 20 contains 17420 members 
Mstep: Class 21 contains 8184 members 
Mstep: Class 22 contains 15166 members 
Mstep: Class 23 contains 6316 members 
Mstep: Class 24 contains 2776 members 
Mstep: Class 25 contains 2855 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4803 members 
Mstep: Class 28 contains 95198 members 
Mstep: Class 29 contains 1639 members 
Mstep: Class 30 contains 3517 members 
Mstep: Class 31 contains 18616 members 
Mstep: Class 32 contains 1712 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10241 members 
Mstep: Class 35 contains 41713 members 
Mstep: Class 36 contains 92077 members 
Mstep: Class 37 contains 16934 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26927 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6145 members 
Mstep: Class 42 contains 41103 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5155 members 
Mstep: Class 46 contains 636 members 
Mstep: Class 47 contains 30196 members 
Mstep: Class 48 contains 1219 members 
Mstep: Class 49 contains 18354 members 
Mstep: Class 50 contains 91943 members 
Mstep: Class 51 contains 4691 members 
Mstep: Class 52 contains 4403 members 
Mstep: Class 53 contains 6051 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15625 members 
Mstep: Class 58 contains 3017 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 475 members 
Mstep: Class 61 contains 10667 members 
Mstep: Class 62 contains 7105 members 
Mstep: Class 63 contains 5586 members 
Mstep: Class 64 contains 24112 members 
Mstep: Class 65 contains 8258 members 
Mstep: Class 66 contains 11436 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 11404 members 
Mstep: Class 70 contains 2175 members 
Mstep: Class 71 contains 10765 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3690 members 
Mstep: Class 74 contains 2054 members 
Mstep: Class 75 contains 1346 members 
Mstep: Class 76 contains 3405 members 
Mstep: Class 77 contains 5305 members 
Mstep: Class 78 contains 11907 members 
Mstep: Class 79 contains 2843 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 746 members 
Mstep: Class 82 contains 4884 members 
Mstep: Class 83 contains 3762 members 
Mstep: Class 84 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154534864.000000 Penalty: 293480.187500
Iteration 142Q: 85 clusters Score -1.545349e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 19436 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 21784 members 
Mstep: Class 9 contains 234247 members 
Mstep: Class 10 contains 7132 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3958 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 81203 members 
Mstep: Class 17 contains 11388 members 
Mstep: Class 18 contains 134815 members 
Mstep: Class 19 contains 6414 members 
Mstep: Class 20 contains 17420 members 
Mstep: Class 21 contains 8154 members 
Mstep: Class 22 contains 15142 members 
Mstep: Class 23 contains 6320 members 
Mstep: Class 24 contains 2776 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4808 members 
Mstep: Class 28 contains 95187 members 
Mstep: Class 29 contains 1643 members 
Mstep: Class 30 contains 3516 members 
Mstep: Class 31 contains 18616 members 
Mstep: Class 32 contains 1712 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10242 members 
Mstep: Class 35 contains 41647 members 
Mstep: Class 36 contains 92080 members 
Mstep: Class 37 contains 16949 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26914 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6150 members 
Mstep: Class 42 contains 41077 members 
Mstep: Class 43 contains 1421 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5155 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 30191 members 
Mstep: Class 48 contains 1220 members 
Mstep: Class 49 contains 18322 members 
Mstep: Class 50 contains 91940 members 
Mstep: Class 51 contains 4690 members 
Mstep: Class 52 contains 4402 members 
Mstep: Class 53 contains 6054 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15628 members 
Mstep: Class 58 contains 3017 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 475 members 
Mstep: Class 61 contains 10668 members 
Mstep: Class 62 contains 7110 members 
Mstep: Class 63 contains 5607 members 
Mstep: Class 64 contains 24119 members 
Mstep: Class 65 contains 8258 members 
Mstep: Class 66 contains 11381 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 11538 members 
Mstep: Class 70 contains 2175 members 
Mstep: Class 71 contains 10759 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3704 members 
Mstep: Class 74 contains 2055 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 3412 members 
Mstep: Class 77 contains 5341 members 
Mstep: Class 78 contains 11918 members 
Mstep: Class 79 contains 2847 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 746 members 
Mstep: Class 82 contains 4895 members 
Mstep: Class 83 contains 3762 members 
Mstep: Class 84 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535152.000000 Penalty: 293480.187500
Iteration 143Q: 85 clusters Score -1.545352e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1915 members 
Mstep: Class 3 contains 19438 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5541 members 
Mstep: Class 8 contains 21782 members 
Mstep: Class 9 contains 234265 members 
Mstep: Class 10 contains 7127 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3956 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 531 members 
Mstep: Class 16 contains 81224 members 
Mstep: Class 17 contains 11346 members 
Mstep: Class 18 contains 134812 members 
Mstep: Class 19 contains 6414 members 
Mstep: Class 20 contains 17421 members 
Mstep: Class 21 contains 8132 members 
Mstep: Class 22 contains 15132 members 
Mstep: Class 23 contains 6319 members 
Mstep: Class 24 contains 2776 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4813 members 
Mstep: Class 28 contains 95179 members 
Mstep: Class 29 contains 1645 members 
Mstep: Class 30 contains 3516 members 
Mstep: Class 31 contains 18616 members 
Mstep: Class 32 contains 1712 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10247 members 
Mstep: Class 35 contains 41596 members 
Mstep: Class 36 contains 92079 members 
Mstep: Class 37 contains 16961 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26905 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6150 members 
Mstep: Class 42 contains 41054 members 
Mstep: Class 43 contains 1421 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 30188 members 
Mstep: Class 48 contains 1220 members 
Mstep: Class 49 contains 18303 members 
Mstep: Class 50 contains 91931 members 
Mstep: Class 51 contains 4688 members 
Mstep: Class 52 contains 4401 members 
Mstep: Class 53 contains 6055 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15630 members 
Mstep: Class 58 contains 3017 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 473 members 
Mstep: Class 61 contains 10667 members 
Mstep: Class 62 contains 7112 members 
Mstep: Class 63 contains 5621 members 
Mstep: Class 64 contains 24123 members 
Mstep: Class 65 contains 8258 members 
Mstep: Class 66 contains 11315 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 11648 members 
Mstep: Class 70 contains 2176 members 
Mstep: Class 71 contains 10753 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3726 members 
Mstep: Class 74 contains 2056 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 3417 members 
Mstep: Class 77 contains 5384 members 
Mstep: Class 78 contains 11927 members 
Mstep: Class 79 contains 2851 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 746 members 
Mstep: Class 82 contains 4905 members 
Mstep: Class 83 contains 3762 members 
Mstep: Class 84 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535520.000000 Penalty: 293480.187500
Iteration 144Q: 85 clusters Score -1.545355e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1914 members 
Mstep: Class 3 contains 19437 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5532 members 
Mstep: Class 8 contains 21779 members 
Mstep: Class 9 contains 234278 members 
Mstep: Class 10 contains 7127 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3955 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 531 members 
Mstep: Class 16 contains 81235 members 
Mstep: Class 17 contains 11283 members 
Mstep: Class 18 contains 134815 members 
Mstep: Class 19 contains 6412 members 
Mstep: Class 20 contains 17421 members 
Mstep: Class 21 contains 8108 members 
Mstep: Class 22 contains 15121 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2776 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4818 members 
Mstep: Class 28 contains 95170 members 
Mstep: Class 29 contains 1647 members 
Mstep: Class 30 contains 3516 members 
Mstep: Class 31 contains 18612 members 
Mstep: Class 32 contains 1712 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10245 members 
Mstep: Class 35 contains 41570 members 
Mstep: Class 36 contains 92078 members 
Mstep: Class 37 contains 16973 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26907 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6145 members 
Mstep: Class 42 contains 41031 members 
Mstep: Class 43 contains 1421 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 30188 members 
Mstep: Class 48 contains 1220 members 
Mstep: Class 49 contains 18283 members 
Mstep: Class 50 contains 91923 members 
Mstep: Class 51 contains 4688 members 
Mstep: Class 52 contains 4401 members 
Mstep: Class 53 contains 6056 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15640 members 
Mstep: Class 58 contains 3016 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 471 members 
Mstep: Class 61 contains 10673 members 
Mstep: Class 62 contains 7116 members 
Mstep: Class 63 contains 5630 members 
Mstep: Class 64 contains 24124 members 
Mstep: Class 65 contains 8258 members 
Mstep: Class 66 contains 11266 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 11765 members 
Mstep: Class 70 contains 2180 members 
Mstep: Class 71 contains 10749 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3745 members 
Mstep: Class 74 contains 2055 members 
Mstep: Class 75 contains 1349 members 
Mstep: Class 76 contains 3418 members 
Mstep: Class 77 contains 5417 members 
Mstep: Class 78 contains 11937 members 
Mstep: Class 79 contains 2854 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 746 members 
Mstep: Class 82 contains 4912 members 
Mstep: Class 83 contains 3762 members 
Mstep: Class 84 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535472.000000 Penalty: 293480.187500
Iteration 145Q: 85 clusters Score -1.545355e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 1914 members 
Mstep: Class 3 contains 19438 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5524 members 
Mstep: Class 8 contains 21771 members 
Mstep: Class 9 contains 234287 members 
Mstep: Class 10 contains 7123 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3955 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 531 members 
Mstep: Class 16 contains 81249 members 
Mstep: Class 17 contains 11238 members 
Mstep: Class 18 contains 134814 members 
Mstep: Class 19 contains 6409 members 
Mstep: Class 20 contains 17421 members 
Mstep: Class 21 contains 8088 members 
Mstep: Class 22 contains 15104 members 
Mstep: Class 23 contains 6310 members 
Mstep: Class 24 contains 2777 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4822 members 
Mstep: Class 28 contains 95164 members 
Mstep: Class 29 contains 1646 members 
Mstep: Class 30 contains 3517 members 
Mstep: Class 31 contains 18610 members 
Mstep: Class 32 contains 1712 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10250 members 
Mstep: Class 35 contains 41551 members 
Mstep: Class 36 contains 92076 members 
Mstep: Class 37 contains 16980 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26894 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6143 members 
Mstep: Class 42 contains 41015 members 
Mstep: Class 43 contains 1421 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 30184 members 
Mstep: Class 48 contains 1221 members 
Mstep: Class 49 contains 18257 members 
Mstep: Class 50 contains 91919 members 
Mstep: Class 51 contains 4688 members 
Mstep: Class 52 contains 4398 members 
Mstep: Class 53 contains 6058 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15645 members 
Mstep: Class 58 contains 3018 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 469 members 
Mstep: Class 61 contains 10675 members 
Mstep: Class 62 contains 7119 members 
Mstep: Class 63 contains 5647 members 
Mstep: Class 64 contains 24116 members 
Mstep: Class 65 contains 8258 members 
Mstep: Class 66 contains 11189 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 11884 members 
Mstep: Class 70 contains 2184 members 
Mstep: Class 71 contains 10748 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3771 members 
Mstep: Class 74 contains 2055 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 3420 members 
Mstep: Class 77 contains 5457 members 
Mstep: Class 78 contains 11949 members 
Mstep: Class 79 contains 2865 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 746 members 
Mstep: Class 82 contains 4918 members 
Mstep: Class 83 contains 3762 members 
Mstep: Class 84 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535680.000000 Penalty: 293480.187500
Iteration 146Q: 85 clusters Score -1.545357e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1914 members 
Mstep: Class 3 contains 19438 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 21765 members 
Mstep: Class 9 contains 234297 members 
Mstep: Class 10 contains 7118 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3955 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 531 members 
Mstep: Class 16 contains 81250 members 
Mstep: Class 17 contains 11222 members 
Mstep: Class 18 contains 134817 members 
Mstep: Class 19 contains 6408 members 
Mstep: Class 20 contains 17420 members 
Mstep: Class 21 contains 8065 members 
Mstep: Class 22 contains 15093 members 
Mstep: Class 23 contains 6305 members 
Mstep: Class 24 contains 2777 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4834 members 
Mstep: Class 28 contains 95156 members 
Mstep: Class 29 contains 1646 members 
Mstep: Class 30 contains 3518 members 
Mstep: Class 31 contains 18610 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10251 members 
Mstep: Class 35 contains 41502 members 
Mstep: Class 36 contains 92073 members 
Mstep: Class 37 contains 16989 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26886 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6136 members 
Mstep: Class 42 contains 40998 members 
Mstep: Class 43 contains 1421 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 30183 members 
Mstep: Class 48 contains 1222 members 
Mstep: Class 49 contains 18230 members 
Mstep: Class 50 contains 91917 members 
Mstep: Class 51 contains 4687 members 
Mstep: Class 52 contains 4396 members 
Mstep: Class 53 contains 6060 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15640 members 
Mstep: Class 58 contains 3017 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 469 members 
Mstep: Class 61 contains 10685 members 
Mstep: Class 62 contains 7119 members 
Mstep: Class 63 contains 5653 members 
Mstep: Class 64 contains 24107 members 
Mstep: Class 65 contains 8258 members 
Mstep: Class 66 contains 11116 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 11997 members 
Mstep: Class 70 contains 2186 members 
Mstep: Class 71 contains 10743 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3798 members 
Mstep: Class 74 contains 2056 members 
Mstep: Class 75 contains 1355 members 
Mstep: Class 76 contains 3421 members 
Mstep: Class 77 contains 5506 members 
Mstep: Class 78 contains 11964 members 
Mstep: Class 79 contains 2878 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 746 members 
Mstep: Class 82 contains 4923 members 
Mstep: Class 83 contains 3762 members 
Mstep: Class 84 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535888.000000 Penalty: 293480.187500
Iteration 147Q: 85 clusters Score -1.545359e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1914 members 
Mstep: Class 3 contains 19438 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5514 members 
Mstep: Class 8 contains 21758 members 
Mstep: Class 9 contains 234301 members 
Mstep: Class 10 contains 7109 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3955 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 531 members 
Mstep: Class 16 contains 81259 members 
Mstep: Class 17 contains 11209 members 
Mstep: Class 18 contains 134815 members 
Mstep: Class 19 contains 6405 members 
Mstep: Class 20 contains 17419 members 
Mstep: Class 21 contains 8057 members 
Mstep: Class 22 contains 15080 members 
Mstep: Class 23 contains 6307 members 
Mstep: Class 24 contains 2777 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1464 members 
Mstep: Class 27 contains 4845 members 
Mstep: Class 28 contains 95147 members 
Mstep: Class 29 contains 1646 members 
Mstep: Class 30 contains 3518 members 
Mstep: Class 31 contains 18606 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10256 members 
Mstep: Class 35 contains 41475 members 
Mstep: Class 36 contains 92073 members 
Mstep: Class 37 contains 16995 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26881 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6138 members 
Mstep: Class 42 contains 40986 members 
Mstep: Class 43 contains 1423 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 30182 members 
Mstep: Class 48 contains 1225 members 
Mstep: Class 49 contains 18216 members 
Mstep: Class 50 contains 91917 members 
Mstep: Class 51 contains 4683 members 
Mstep: Class 52 contains 4394 members 
Mstep: Class 53 contains 6063 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 15632 members 
Mstep: Class 58 contains 3017 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 469 members 
Mstep: Class 61 contains 10685 members 
Mstep: Class 62 contains 7119 members 
Mstep: Class 63 contains 5652 members 
Mstep: Class 64 contains 24100 members 
Mstep: Class 65 contains 8257 members 
Mstep: Class 66 contains 11019 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12074 members 
Mstep: Class 70 contains 2189 members 
Mstep: Class 71 contains 10745 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3836 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1356 members 
Mstep: Class 76 contains 3422 members 
Mstep: Class 77 contains 5561 members 
Mstep: Class 78 contains 11974 members 
Mstep: Class 79 contains 2891 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 746 members 
Mstep: Class 82 contains 4924 members 
Mstep: Class 83 contains 3762 members 
Mstep: Class 84 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536064.000000 Penalty: 293480.187500
Iteration 148Q: 85 clusters Score -1.545361e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19438 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5505 members 
Mstep: Class 8 contains 21755 members 
Mstep: Class 9 contains 234303 members 
Mstep: Class 10 contains 7106 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3955 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 531 members 
Mstep: Class 16 contains 81265 members 
Mstep: Class 17 contains 11190 members 
Mstep: Class 18 contains 134820 members 
Mstep: Class 19 contains 6407 members 
Mstep: Class 20 contains 17419 members 
Mstep: Class 21 contains 8050 members 
Mstep: Class 22 contains 15072 members 
Mstep: Class 23 contains 6313 members 
Mstep: Class 24 contains 2777 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1465 members 
Mstep: Class 27 contains 4853 members 
Mstep: Class 28 contains 95146 members 
Mstep: Class 29 contains 1646 members 
Mstep: Class 30 contains 3518 members 
Mstep: Class 31 contains 18604 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10256 members 
Mstep: Class 35 contains 41440 members 
Mstep: Class 36 contains 92071 members 
Mstep: Class 37 contains 16999 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26880 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6137 members 
Mstep: Class 42 contains 40968 members 
Mstep: Class 43 contains 1423 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 30182 members 
Mstep: Class 48 contains 1227 members 
Mstep: Class 49 contains 18207 members 
Mstep: Class 50 contains 91918 members 
Mstep: Class 51 contains 4683 members 
Mstep: Class 52 contains 4393 members 
Mstep: Class 53 contains 6062 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15634 members 
Mstep: Class 58 contains 3017 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 469 members 
Mstep: Class 61 contains 10690 members 
Mstep: Class 62 contains 7123 members 
Mstep: Class 63 contains 5649 members 
Mstep: Class 64 contains 24096 members 
Mstep: Class 65 contains 8256 members 
Mstep: Class 66 contains 10918 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12129 members 
Mstep: Class 70 contains 2190 members 
Mstep: Class 71 contains 10743 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3885 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1356 members 
Mstep: Class 76 contains 3420 members 
Mstep: Class 77 contains 5621 members 
Mstep: Class 78 contains 11984 members 
Mstep: Class 79 contains 2899 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 746 members 
Mstep: Class 82 contains 4926 members 
Mstep: Class 83 contains 3763 members 
Mstep: Class 84 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154535904.000000 Penalty: 293480.187500
Iteration 149Q: 85 clusters Score -1.545359e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5493 members 
Mstep: Class 8 contains 21755 members 
Mstep: Class 9 contains 234310 members 
Mstep: Class 10 contains 7100 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 531 members 
Mstep: Class 16 contains 81276 members 
Mstep: Class 17 contains 11188 members 
Mstep: Class 18 contains 134825 members 
Mstep: Class 19 contains 6412 members 
Mstep: Class 20 contains 17418 members 
Mstep: Class 21 contains 8044 members 
Mstep: Class 22 contains 15062 members 
Mstep: Class 23 contains 6312 members 
Mstep: Class 24 contains 2777 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1465 members 
Mstep: Class 27 contains 4855 members 
Mstep: Class 28 contains 95135 members 
Mstep: Class 29 contains 1645 members 
Mstep: Class 30 contains 3517 members 
Mstep: Class 31 contains 18603 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10250 members 
Mstep: Class 35 contains 41402 members 
Mstep: Class 36 contains 92072 members 
Mstep: Class 37 contains 17008 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26874 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6141 members 
Mstep: Class 42 contains 40953 members 
Mstep: Class 43 contains 1424 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 30181 members 
Mstep: Class 48 contains 1228 members 
Mstep: Class 49 contains 18194 members 
Mstep: Class 50 contains 91916 members 
Mstep: Class 51 contains 4682 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6061 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15643 members 
Mstep: Class 58 contains 3019 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10692 members 
Mstep: Class 62 contains 7125 members 
Mstep: Class 63 contains 5649 members 
Mstep: Class 64 contains 24094 members 
Mstep: Class 65 contains 8254 members 
Mstep: Class 66 contains 10818 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12177 members 
Mstep: Class 70 contains 2190 members 
Mstep: Class 71 contains 10742 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3939 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1357 members 
Mstep: Class 76 contains 3422 members 
Mstep: Class 77 contains 5681 members 
Mstep: Class 78 contains 11994 members 
Mstep: Class 79 contains 2904 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4928 members 
Mstep: Class 83 contains 3762 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536016.000000 Penalty: 293480.187500
Iteration 150Q: 85 clusters Score -1.54536e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5479 members 
Mstep: Class 8 contains 21751 members 
Mstep: Class 9 contains 234311 members 
Mstep: Class 10 contains 7094 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 532 members 
Mstep: Class 16 contains 81275 members 
Mstep: Class 17 contains 11191 members 
Mstep: Class 18 contains 134830 members 
Mstep: Class 19 contains 6414 members 
Mstep: Class 20 contains 17419 members 
Mstep: Class 21 contains 8040 members 
Mstep: Class 22 contains 15048 members 
Mstep: Class 23 contains 6312 members 
Mstep: Class 24 contains 2778 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1465 members 
Mstep: Class 27 contains 4858 members 
Mstep: Class 28 contains 95130 members 
Mstep: Class 29 contains 1645 members 
Mstep: Class 30 contains 3519 members 
Mstep: Class 31 contains 18602 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10257 members 
Mstep: Class 35 contains 41372 members 
Mstep: Class 36 contains 92069 members 
Mstep: Class 37 contains 17010 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26877 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6137 members 
Mstep: Class 42 contains 40939 members 
Mstep: Class 43 contains 1424 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 30180 members 
Mstep: Class 48 contains 1229 members 
Mstep: Class 49 contains 18180 members 
Mstep: Class 50 contains 91912 members 
Mstep: Class 51 contains 4683 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6061 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15652 members 
Mstep: Class 58 contains 3019 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10691 members 
Mstep: Class 62 contains 7131 members 
Mstep: Class 63 contains 5641 members 
Mstep: Class 64 contains 24092 members 
Mstep: Class 65 contains 8253 members 
Mstep: Class 66 contains 10714 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12234 members 
Mstep: Class 70 contains 2190 members 
Mstep: Class 71 contains 10740 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 3995 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1358 members 
Mstep: Class 76 contains 3422 members 
Mstep: Class 77 contains 5729 members 
Mstep: Class 78 contains 12014 members 
Mstep: Class 79 contains 2910 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4927 members 
Mstep: Class 83 contains 3762 members 
Mstep: Class 84 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536080.000000 Penalty: 293480.187500
Iteration 151Q: 85 clusters Score -1.545361e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 19440 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5461 members 
Mstep: Class 8 contains 21753 members 
Mstep: Class 9 contains 234312 members 
Mstep: Class 10 contains 7092 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 534 members 
Mstep: Class 16 contains 81280 members 
Mstep: Class 17 contains 11182 members 
Mstep: Class 18 contains 134833 members 
Mstep: Class 19 contains 6416 members 
Mstep: Class 20 contains 17418 members 
Mstep: Class 21 contains 8037 members 
Mstep: Class 22 contains 15039 members 
Mstep: Class 23 contains 6311 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1465 members 
Mstep: Class 27 contains 4859 members 
Mstep: Class 28 contains 95129 members 
Mstep: Class 29 contains 1645 members 
Mstep: Class 30 contains 3519 members 
Mstep: Class 31 contains 18599 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10250 members 
Mstep: Class 35 contains 41325 members 
Mstep: Class 36 contains 92066 members 
Mstep: Class 37 contains 17021 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26876 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6143 members 
Mstep: Class 42 contains 40929 members 
Mstep: Class 43 contains 1424 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 30176 members 
Mstep: Class 48 contains 1231 members 
Mstep: Class 49 contains 18167 members 
Mstep: Class 50 contains 91910 members 
Mstep: Class 51 contains 4686 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6061 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15655 members 
Mstep: Class 58 contains 3019 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7135 members 
Mstep: Class 63 contains 5632 members 
Mstep: Class 64 contains 24091 members 
Mstep: Class 65 contains 8252 members 
Mstep: Class 66 contains 10636 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12294 members 
Mstep: Class 70 contains 2190 members 
Mstep: Class 71 contains 10736 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4049 members 
Mstep: Class 74 contains 2058 members 
Mstep: Class 75 contains 1357 members 
Mstep: Class 76 contains 3422 members 
Mstep: Class 77 contains 5774 members 
Mstep: Class 78 contains 12030 members 
Mstep: Class 79 contains 2912 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 748 members 
Mstep: Class 82 contains 4929 members 
Mstep: Class 83 contains 3762 members 
Mstep: Class 84 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536432.000000 Penalty: 293480.187500
Iteration 152Q: 85 clusters Score -1.545364e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5443 members 
Mstep: Class 8 contains 21755 members 
Mstep: Class 9 contains 234317 members 
Mstep: Class 10 contains 7090 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81287 members 
Mstep: Class 17 contains 11177 members 
Mstep: Class 18 contains 134834 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8029 members 
Mstep: Class 22 contains 15031 members 
Mstep: Class 23 contains 6310 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4861 members 
Mstep: Class 28 contains 95126 members 
Mstep: Class 29 contains 1646 members 
Mstep: Class 30 contains 3519 members 
Mstep: Class 31 contains 18598 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10247 members 
Mstep: Class 35 contains 41288 members 
Mstep: Class 36 contains 92066 members 
Mstep: Class 37 contains 17025 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26868 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6148 members 
Mstep: Class 42 contains 40918 members 
Mstep: Class 43 contains 1424 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 30175 members 
Mstep: Class 48 contains 1232 members 
Mstep: Class 49 contains 18153 members 
Mstep: Class 50 contains 91903 members 
Mstep: Class 51 contains 4689 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6061 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15658 members 
Mstep: Class 58 contains 3018 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10688 members 
Mstep: Class 62 contains 7142 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24093 members 
Mstep: Class 65 contains 8249 members 
Mstep: Class 66 contains 10578 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12340 members 
Mstep: Class 70 contains 2191 members 
Mstep: Class 71 contains 10731 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4095 members 
Mstep: Class 74 contains 2058 members 
Mstep: Class 75 contains 1357 members 
Mstep: Class 76 contains 3421 members 
Mstep: Class 77 contains 5804 members 
Mstep: Class 78 contains 12045 members 
Mstep: Class 79 contains 2920 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 748 members 
Mstep: Class 82 contains 4932 members 
Mstep: Class 83 contains 3762 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536176.000000 Penalty: 293480.187500
Iteration 153Q: 85 clusters Score -1.545362e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5433 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234324 members 
Mstep: Class 10 contains 7083 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81279 members 
Mstep: Class 17 contains 11167 members 
Mstep: Class 18 contains 134834 members 
Mstep: Class 19 contains 6418 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8023 members 
Mstep: Class 22 contains 15020 members 
Mstep: Class 23 contains 6310 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4863 members 
Mstep: Class 28 contains 95124 members 
Mstep: Class 29 contains 1648 members 
Mstep: Class 30 contains 3519 members 
Mstep: Class 31 contains 18597 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10244 members 
Mstep: Class 35 contains 41260 members 
Mstep: Class 36 contains 92065 members 
Mstep: Class 37 contains 17030 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26863 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6150 members 
Mstep: Class 42 contains 40906 members 
Mstep: Class 43 contains 1425 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 30176 members 
Mstep: Class 48 contains 1235 members 
Mstep: Class 49 contains 18143 members 
Mstep: Class 50 contains 91893 members 
Mstep: Class 51 contains 4689 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6058 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15663 members 
Mstep: Class 58 contains 3017 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10690 members 
Mstep: Class 62 contains 7144 members 
Mstep: Class 63 contains 5636 members 
Mstep: Class 64 contains 24102 members 
Mstep: Class 65 contains 8247 members 
Mstep: Class 66 contains 10531 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12383 members 
Mstep: Class 70 contains 2193 members 
Mstep: Class 71 contains 10729 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4126 members 
Mstep: Class 74 contains 2058 members 
Mstep: Class 75 contains 1358 members 
Mstep: Class 76 contains 3423 members 
Mstep: Class 77 contains 5836 members 
Mstep: Class 78 contains 12063 members 
Mstep: Class 79 contains 2929 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 748 members 
Mstep: Class 82 contains 4933 members 
Mstep: Class 83 contains 3762 members 
Mstep: Class 84 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536112.000000 Penalty: 293480.187500
Iteration 154Q: 85 clusters Score -1.545361e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 19440 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5426 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234325 members 
Mstep: Class 10 contains 7079 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81283 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 134831 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8017 members 
Mstep: Class 22 contains 15007 members 
Mstep: Class 23 contains 6314 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4864 members 
Mstep: Class 28 contains 95117 members 
Mstep: Class 29 contains 1647 members 
Mstep: Class 30 contains 3519 members 
Mstep: Class 31 contains 18597 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10245 members 
Mstep: Class 35 contains 41244 members 
Mstep: Class 36 contains 92063 members 
Mstep: Class 37 contains 17034 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26866 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6147 members 
Mstep: Class 42 contains 40898 members 
Mstep: Class 43 contains 1425 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 638 members 
Mstep: Class 47 contains 30175 members 
Mstep: Class 48 contains 1239 members 
Mstep: Class 49 contains 18136 members 
Mstep: Class 50 contains 91890 members 
Mstep: Class 51 contains 4693 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6056 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15665 members 
Mstep: Class 58 contains 3019 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10689 members 
Mstep: Class 62 contains 7144 members 
Mstep: Class 63 contains 5636 members 
Mstep: Class 64 contains 24099 members 
Mstep: Class 65 contains 8246 members 
Mstep: Class 66 contains 10506 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12419 members 
Mstep: Class 70 contains 2196 members 
Mstep: Class 71 contains 10729 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4144 members 
Mstep: Class 74 contains 2058 members 
Mstep: Class 75 contains 1358 members 
Mstep: Class 76 contains 3423 members 
Mstep: Class 77 contains 5846 members 
Mstep: Class 78 contains 12078 members 
Mstep: Class 79 contains 2937 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4936 members 
Mstep: Class 83 contains 3763 members 
Mstep: Class 84 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536128.000000 Penalty: 293480.187500
Iteration 155Q: 85 clusters Score -1.545361e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 19441 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5419 members 
Mstep: Class 8 contains 21751 members 
Mstep: Class 9 contains 234328 members 
Mstep: Class 10 contains 7073 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81283 members 
Mstep: Class 17 contains 11145 members 
Mstep: Class 18 contains 134825 members 
Mstep: Class 19 contains 6415 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8012 members 
Mstep: Class 22 contains 14994 members 
Mstep: Class 23 contains 6316 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4866 members 
Mstep: Class 28 contains 95112 members 
Mstep: Class 29 contains 1647 members 
Mstep: Class 30 contains 3519 members 
Mstep: Class 31 contains 18597 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10246 members 
Mstep: Class 35 contains 41237 members 
Mstep: Class 36 contains 92063 members 
Mstep: Class 37 contains 17032 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26855 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6146 members 
Mstep: Class 42 contains 40896 members 
Mstep: Class 43 contains 1425 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30174 members 
Mstep: Class 48 contains 1243 members 
Mstep: Class 49 contains 18125 members 
Mstep: Class 50 contains 91889 members 
Mstep: Class 51 contains 4697 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6055 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 15667 members 
Mstep: Class 58 contains 3021 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10690 members 
Mstep: Class 62 contains 7147 members 
Mstep: Class 63 contains 5642 members 
Mstep: Class 64 contains 24098 members 
Mstep: Class 65 contains 8244 members 
Mstep: Class 66 contains 10476 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12461 members 
Mstep: Class 70 contains 2201 members 
Mstep: Class 71 contains 10729 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4161 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1358 members 
Mstep: Class 76 contains 3423 members 
Mstep: Class 77 contains 5858 members 
Mstep: Class 78 contains 12090 members 
Mstep: Class 79 contains 2942 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4939 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536112.000000 Penalty: 293480.187500
Iteration 156Q: 85 clusters Score -1.545361e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19440 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 21750 members 
Mstep: Class 9 contains 234331 members 
Mstep: Class 10 contains 7070 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81291 members 
Mstep: Class 17 contains 11143 members 
Mstep: Class 18 contains 134824 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8009 members 
Mstep: Class 22 contains 14988 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4868 members 
Mstep: Class 28 contains 95105 members 
Mstep: Class 29 contains 1648 members 
Mstep: Class 30 contains 3517 members 
Mstep: Class 31 contains 18597 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10242 members 
Mstep: Class 35 contains 41220 members 
Mstep: Class 36 contains 92063 members 
Mstep: Class 37 contains 17034 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26832 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6144 members 
Mstep: Class 42 contains 40890 members 
Mstep: Class 43 contains 1425 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30174 members 
Mstep: Class 48 contains 1245 members 
Mstep: Class 49 contains 18117 members 
Mstep: Class 50 contains 91889 members 
Mstep: Class 51 contains 4701 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6052 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15674 members 
Mstep: Class 58 contains 3021 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10692 members 
Mstep: Class 62 contains 7147 members 
Mstep: Class 63 contains 5645 members 
Mstep: Class 64 contains 24094 members 
Mstep: Class 65 contains 8240 members 
Mstep: Class 66 contains 10468 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12504 members 
Mstep: Class 70 contains 2202 members 
Mstep: Class 71 contains 10730 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4169 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1358 members 
Mstep: Class 76 contains 3423 members 
Mstep: Class 77 contains 5867 members 
Mstep: Class 78 contains 12099 members 
Mstep: Class 79 contains 2946 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4943 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536176.000000 Penalty: 293480.187500
Iteration 157Q: 85 clusters Score -1.545362e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5403 members 
Mstep: Class 8 contains 21751 members 
Mstep: Class 9 contains 234330 members 
Mstep: Class 10 contains 7067 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81296 members 
Mstep: Class 17 contains 11140 members 
Mstep: Class 18 contains 134823 members 
Mstep: Class 19 contains 6418 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8006 members 
Mstep: Class 22 contains 14981 members 
Mstep: Class 23 contains 6316 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4869 members 
Mstep: Class 28 contains 95100 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 3520 members 
Mstep: Class 31 contains 18596 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10242 members 
Mstep: Class 35 contains 41203 members 
Mstep: Class 36 contains 92063 members 
Mstep: Class 37 contains 17038 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26821 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6141 members 
Mstep: Class 42 contains 40883 members 
Mstep: Class 43 contains 1425 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1246 members 
Mstep: Class 49 contains 18110 members 
Mstep: Class 50 contains 91890 members 
Mstep: Class 51 contains 4702 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6052 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15681 members 
Mstep: Class 58 contains 3022 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10690 members 
Mstep: Class 62 contains 7148 members 
Mstep: Class 63 contains 5647 members 
Mstep: Class 64 contains 24093 members 
Mstep: Class 65 contains 8238 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12533 members 
Mstep: Class 70 contains 2203 members 
Mstep: Class 71 contains 10730 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4179 members 
Mstep: Class 74 contains 2058 members 
Mstep: Class 75 contains 1358 members 
Mstep: Class 76 contains 3423 members 
Mstep: Class 77 contains 5874 members 
Mstep: Class 78 contains 12111 members 
Mstep: Class 79 contains 2948 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4945 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536352.000000 Penalty: 293480.187500
Iteration 158Q: 85 clusters Score -1.545364e+08 nChanged 182
Entering ConstructFrom: 
Score: -154536352.000000 Penalty: 293480.187500
Entering ConstructFrom: 
Trying to split cluster 1 (16539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Entering Unmasked Estep 
Score: -2054325.875000 Penalty: 2408.942139
	Iteration 0F: 2 clusters Score -2054326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2042465.000000 Penalty: 4817.884277
	Iteration 0F: 3 clusters Score -2042465 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2046396.125000 Penalty: 4817.884277
	Iteration 1F: 3 clusters Score -2046396 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2046832.750000 Penalty: 4817.884277
	Iteration 2F: 3 clusters Score -2046833 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2047248.875000 Penalty: 4817.884277
	Iteration 3F: 3 clusters Score -2047249 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2047756.125000 Penalty: 4817.884277
	Iteration 4F: 3 clusters Score -2047756 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2048411.625000 Penalty: 4817.884277
	Iteration 5F: 3 clusters Score -2048412 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2049274.125000 Penalty: 4817.884277
	Iteration 6F: 3 clusters Score -2049274 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2050279.500000 Penalty: 4817.884277
	Iteration 7F: 3 clusters Score -2050280 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2051167.500000 Penalty: 4817.884277
	Iteration 8F: 3 clusters Score -2051168 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2051716.625000 Penalty: 4817.884277
	Iteration 9F: 3 clusters Score -2051717 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2051980.875000 Penalty: 4817.884277
	Iteration 10Q: 3 clusters Score -2051981 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2052122.125000 Penalty: 4817.884277
	Iteration 11Q: 3 clusters Score -2052122 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2052200.750000 Penalty: 4817.884277
	Iteration 12Q: 3 clusters Score -2052201 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2052253.125000 Penalty: 4817.884277
	Iteration 13Q: 3 clusters Score -2052253 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2052293.250000 Penalty: 4817.884277
	Iteration 14Q: 3 clusters Score -2052293 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2052322.250000 Penalty: 4817.884277
	Iteration 15Q: 3 clusters Score -2052322 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2052351.625000 Penalty: 4817.884277
	Iteration 16Q: 3 clusters Score -2052352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2052373.250000 Penalty: 4817.884277
	Iteration 17Q: 3 clusters Score -2052373 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2052399.875000 Penalty: 4817.884277
	Iteration 18Q: 3 clusters Score -2052400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2052413.375000 Penalty: 4817.884277
	Iteration 19Q: 3 clusters Score -2052413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2052428.375000 Penalty: 4817.884277
	Iteration 20F: 3 clusters Score -2052428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2052436.250000 Penalty: 4817.884277
	Iteration 21Q: 3 clusters Score -2052436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2052442.750000 Penalty: 4817.884277
	Iteration 22Q: 3 clusters Score -2052443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2052453.375000 Penalty: 4817.884277
	Iteration 23Q: 3 clusters Score -2052453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2052458.500000 Penalty: 4817.884277
	Iteration 24Q: 3 clusters Score -2052458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2052467.125000 Penalty: 4817.884277
	Iteration 25Q: 3 clusters Score -2052467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2052477.125000 Penalty: 4817.884277
	Iteration 26Q: 3 clusters Score -2052477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2052483.375000 Penalty: 4817.884277
	Iteration 27Q: 3 clusters Score -2052483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2052488.500000 Penalty: 4817.884277
	Iteration 28Q: 3 clusters Score -2052488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2052498.000000 Penalty: 4817.884277
	Iteration 29Q: 3 clusters Score -2052498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2052505.875000 Penalty: 4817.884277
	Iteration 30Q: 3 clusters Score -2052506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2052509.125000 Penalty: 4817.884277
	Iteration 31Q: 3 clusters Score -2052509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2052514.125000 Penalty: 4817.884277
	Iteration 32Q: 3 clusters Score -2052514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2052516.125000 Penalty: 4817.884277
	Iteration 33Q: 3 clusters Score -2052516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2052520.375000 Penalty: 4817.884277
	Iteration 34Q: 3 clusters Score -2052520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2052520.125000 Penalty: 4817.884277
	Iteration 35Q: 3 clusters Score -2052520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2052520.750000 Penalty: 4817.884277
	Iteration 36Q: 3 clusters Score -2052521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2052524.875000 Penalty: 4817.884277
	Iteration 37Q: 3 clusters Score -2052525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2052523.250000 Penalty: 4817.884277
	Iteration 38Q: 3 clusters Score -2052523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2052526.500000 Penalty: 4817.884277
	Iteration 39Q: 3 clusters Score -2052526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2052534.375000 Penalty: 4817.884277
	Iteration 40F: 3 clusters Score -2052534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2052537.875000 Penalty: 4817.884277
	Iteration 41Q: 3 clusters Score -2052538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2052536.375000 Penalty: 4817.884277
	Iteration 42Q: 3 clusters Score -2052536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2052538.250000 Penalty: 4817.884277
	Iteration 43Q: 3 clusters Score -2052538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2052539.875000 Penalty: 4817.884277
	Iteration 44Q: 3 clusters Score -2052540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2052542.500000 Penalty: 4817.884277
	Iteration 45Q: 3 clusters Score -2052542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2052542.375000 Penalty: 4817.884277
	Iteration 46Q: 3 clusters Score -2052542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2052538.875000 Penalty: 4817.884277
	Iteration 47Q: 3 clusters Score -2052539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2052542.500000 Penalty: 4817.884277
	Iteration 48Q: 3 clusters Score -2052542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2052542.500000 Penalty: 4817.884277
	Iteration 49F: 3 clusters Score -2052542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -184602.843750 Penalty: 1873.994141
	Iteration 0F: 2 clusters Score -184602.8 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 977 members 
Entering Unmasked Estep 
Score: -182060.078125 Penalty: 3747.988281
	Iteration 0F: 3 clusters Score -182060.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -182627.234375 Penalty: 3747.988281
	Iteration 1F: 3 clusters Score -182627.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -182917.078125 Penalty: 3747.988281
	Iteration 2F: 3 clusters Score -182917.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -183120.140625 Penalty: 3747.988281
	Iteration 3F: 3 clusters Score -183120.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -183292.140625 Penalty: 3747.988281
	Iteration 4Q: 3 clusters Score -183292.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -183418.562500 Penalty: 3747.988281
	Iteration 5Q: 3 clusters Score -183418.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -183553.890625 Penalty: 3747.988281
	Iteration 6Q: 3 clusters Score -183553.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -183637.281250 Penalty: 3747.988281
	Iteration 7Q: 3 clusters Score -183637.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -183687.859375 Penalty: 3747.988281
	Iteration 8Q: 3 clusters Score -183687.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -183725.031250 Penalty: 3747.988281
	Iteration 9Q: 3 clusters Score -183725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -183756.078125 Penalty: 3747.988281
	Iteration 10Q: 3 clusters Score -183756.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -183788.484375 Penalty: 3747.988281
	Iteration 11Q: 3 clusters Score -183788.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -183817.734375 Penalty: 3747.988281
	Iteration 12Q: 3 clusters Score -183817.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -183841.515625 Penalty: 3747.988281
	Iteration 13Q: 3 clusters Score -183841.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -183879.718750 Penalty: 3747.988281
	Iteration 14Q: 3 clusters Score -183879.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -183897.218750 Penalty: 3747.988281
	Iteration 15Q: 3 clusters Score -183897.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -183911.375000 Penalty: 3747.988281
	Iteration 16Q: 3 clusters Score -183911.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -183923.828125 Penalty: 3747.988281
	Iteration 17Q: 3 clusters Score -183923.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -183930.515625 Penalty: 3747.988281
	Iteration 18Q: 3 clusters Score -183930.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -183940.875000 Penalty: 3747.988281
	Iteration 19Q: 3 clusters Score -183940.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -183957.000000 Penalty: 3747.988281
	Iteration 20F: 3 clusters Score -183957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -183977.000000 Penalty: 3747.988281
	Iteration 21Q: 3 clusters Score -183977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -183990.687500 Penalty: 3747.988281
	Iteration 22Q: 3 clusters Score -183990.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -183999.937500 Penalty: 3747.988281
	Iteration 23Q: 3 clusters Score -183999.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -184004.687500 Penalty: 3747.988281
	Iteration 24Q: 3 clusters Score -184004.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -184007.281250 Penalty: 3747.988281
	Iteration 25Q: 3 clusters Score -184007.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -184011.765625 Penalty: 3747.988281
	Iteration 26Q: 3 clusters Score -184011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -184012.125000 Penalty: 3747.988281
	Iteration 27Q: 3 clusters Score -184012.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -184013.468750 Penalty: 3747.988281
	Iteration 28Q: 3 clusters Score -184013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -184013.468750 Penalty: 3747.988281
	Iteration 29F: 3 clusters Score -184013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Entering Unmasked Estep 
Score: -2454244.250000 Penalty: 2449.009033
	Iteration 0F: 2 clusters Score -2454244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2440643.500000 Penalty: 4898.018066
	Iteration 0F: 3 clusters Score -2440644 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2445206.000000 Penalty: 4898.018066
	Iteration 1F: 3 clusters Score -2445206 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2445591.000000 Penalty: 4898.018066
	Iteration 2F: 3 clusters Score -2445591 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2445878.750000 Penalty: 4898.018066
	Iteration 3Q: 3 clusters Score -2445879 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2446145.750000 Penalty: 4898.018066
	Iteration 4Q: 3 clusters Score -2446146 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2446403.500000 Penalty: 4898.018066
	Iteration 5Q: 3 clusters Score -2446404 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2446661.750000 Penalty: 4898.018066
	Iteration 6Q: 3 clusters Score -2446662 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2447010.750000 Penalty: 4898.018066
	Iteration 7Q: 3 clusters Score -2447011 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2447460.000000 Penalty: 4898.018066
	Iteration 8Q: 3 clusters Score -2447460 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2448070.750000 Penalty: 4898.018066
	Iteration 9F: 3 clusters Score -2448071 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2448800.500000 Penalty: 4898.018066
	Iteration 10F: 3 clusters Score -2448800 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2449482.750000 Penalty: 4898.018066
	Iteration 11F: 3 clusters Score -2449483 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2450158.750000 Penalty: 4898.018066
	Iteration 12Q: 3 clusters Score -2450159 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2450714.250000 Penalty: 4898.018066
	Iteration 13Q: 3 clusters Score -2450714 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2451209.750000 Penalty: 4898.018066
	Iteration 14Q: 3 clusters Score -2451210 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2451575.000000 Penalty: 4898.018066
	Iteration 15Q: 3 clusters Score -2451575 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2451833.250000 Penalty: 4898.018066
	Iteration 16Q: 3 clusters Score -2451833 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2452052.500000 Penalty: 4898.018066
	Iteration 17Q: 3 clusters Score -2452052 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2452186.750000 Penalty: 4898.018066
	Iteration 18Q: 3 clusters Score -2452187 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2452282.750000 Penalty: 4898.018066
	Iteration 19Q: 3 clusters Score -2452283 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2452365.750000 Penalty: 4898.018066
	Iteration 20F: 3 clusters Score -2452366 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2452421.500000 Penalty: 4898.018066
	Iteration 21Q: 3 clusters Score -2452422 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2452448.750000 Penalty: 4898.018066
	Iteration 22Q: 3 clusters Score -2452449 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2452465.750000 Penalty: 4898.018066
	Iteration 23Q: 3 clusters Score -2452466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2452480.250000 Penalty: 4898.018066
	Iteration 24Q: 3 clusters Score -2452480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2452491.500000 Penalty: 4898.018066
	Iteration 25Q: 3 clusters Score -2452492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2452498.500000 Penalty: 4898.018066
	Iteration 26Q: 3 clusters Score -2452498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2452501.250000 Penalty: 4898.018066
	Iteration 27Q: 3 clusters Score -2452501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2452506.750000 Penalty: 4898.018066
	Iteration 28Q: 3 clusters Score -2452507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2452503.750000 Penalty: 4898.018066
	Iteration 29Q: 3 clusters Score -2452504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2452506.750000 Penalty: 4898.018066
	Iteration 30Q: 3 clusters Score -2452507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2452510.500000 Penalty: 4898.018066
	Iteration 31Q: 3 clusters Score -2452510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2452511.500000 Penalty: 4898.018066
	Iteration 32Q: 3 clusters Score -2452512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2452513.250000 Penalty: 4898.018066
	Iteration 33Q: 3 clusters Score -2452513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2452513.000000 Penalty: 4898.018066
	Iteration 34Q: 3 clusters Score -2452513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2452517.500000 Penalty: 4898.018066
	Iteration 35Q: 3 clusters Score -2452518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2452516.250000 Penalty: 4898.018066
	Iteration 36Q: 3 clusters Score -2452516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2452515.000000 Penalty: 4898.018066
	Iteration 37Q: 3 clusters Score -2452515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2452514.750000 Penalty: 4898.018066
	Iteration 38Q: 3 clusters Score -2452515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2452514.750000 Penalty: 4898.018066
	Iteration 39F: 3 clusters Score -2452515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Entering Unmasked Estep 
Score: -298217.125000 Penalty: 1940.759888
	Iteration 0F: 2 clusters Score -298217.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -295348.781250 Penalty: 3881.519775
	Iteration 0F: 3 clusters Score -295348.8 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -295964.000000 Penalty: 3881.519775
	Iteration 1F: 3 clusters Score -295964 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -296202.375000 Penalty: 3881.519775
	Iteration 2F: 3 clusters Score -296202.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -296339.437500 Penalty: 3881.519775
	Iteration 3F: 3 clusters Score -296339.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -296432.000000 Penalty: 3881.519775
	Iteration 4Q: 3 clusters Score -296432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -296510.937500 Penalty: 3881.519775
	Iteration 5Q: 3 clusters Score -296510.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -296601.500000 Penalty: 3881.519775
	Iteration 6Q: 3 clusters Score -296601.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -296685.562500 Penalty: 3881.519775
	Iteration 7Q: 3 clusters Score -296685.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -296769.250000 Penalty: 3881.519775
	Iteration 8Q: 3 clusters Score -296769.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -296832.718750 Penalty: 3881.519775
	Iteration 9Q: 3 clusters Score -296832.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -296889.312500 Penalty: 3881.519775
	Iteration 10Q: 3 clusters Score -296889.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -296924.406250 Penalty: 3881.519775
	Iteration 11Q: 3 clusters Score -296924.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -296946.562500 Penalty: 3881.519775
	Iteration 12Q: 3 clusters Score -296946.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -296963.312500 Penalty: 3881.519775
	Iteration 13Q: 3 clusters Score -296963.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -296975.406250 Penalty: 3881.519775
	Iteration 14Q: 3 clusters Score -296975.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -296981.687500 Penalty: 3881.519775
	Iteration 15Q: 3 clusters Score -296981.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -296987.656250 Penalty: 3881.519775
	Iteration 16Q: 3 clusters Score -296987.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -296991.718750 Penalty: 3881.519775
	Iteration 17Q: 3 clusters Score -296991.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -296996.093750 Penalty: 3881.519775
	Iteration 18Q: 3 clusters Score -296996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -296997.687500 Penalty: 3881.519775
	Iteration 19Q: 3 clusters Score -296997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -296998.437500 Penalty: 3881.519775
	Iteration 20F: 3 clusters Score -296998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -296999.468750 Penalty: 3881.519775
	Iteration 21Q: 3 clusters Score -296999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -296999.875000 Penalty: 3881.519775
	Iteration 22Q: 3 clusters Score -296999.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -296999.937500 Penalty: 3881.519775
	Iteration 23Q: 3 clusters Score -296999.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -297000.281250 Penalty: 3881.519775
	Iteration 24Q: 3 clusters Score -297000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -297000.281250 Penalty: 3881.519775
	Iteration 25F: 3 clusters Score -297000.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Entering Unmasked Estep 
Score: -390102.312500 Penalty: 2013.905884
	Iteration 0F: 2 clusters Score -390102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -386583.656250 Penalty: 4027.811768
	Iteration 0F: 3 clusters Score -386583.7 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -387374.687500 Penalty: 4027.811768
	Iteration 1F: 3 clusters Score -387374.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -387723.656250 Penalty: 4027.811768
	Iteration 2F: 3 clusters Score -387723.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -388151.406250 Penalty: 4027.811768
	Iteration 3F: 3 clusters Score -388151.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -388561.625000 Penalty: 4027.811768
	Iteration 4F: 3 clusters Score -388561.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -388889.406250 Penalty: 4027.811768
	Iteration 5F: 3 clusters Score -388889.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -389245.781250 Penalty: 4027.811768
	Iteration 6F: 3 clusters Score -389245.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -389643.562500 Penalty: 4027.811768
	Iteration 7F: 3 clusters Score -389643.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -389972.937500 Penalty: 4027.811768
	Iteration 8F: 3 clusters Score -389972.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -390180.156250 Penalty: 4027.811768
	Iteration 9Q: 3 clusters Score -390180.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -390317.062500 Penalty: 4027.811768
	Iteration 10Q: 3 clusters Score -390317.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -390368.718750 Penalty: 4027.811768
	Iteration 11Q: 3 clusters Score -390368.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -390398.093750 Penalty: 4027.811768
	Iteration 12Q: 3 clusters Score -390398.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -390412.531250 Penalty: 4027.811768
	Iteration 13Q: 3 clusters Score -390412.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -390420.187500 Penalty: 4027.811768
	Iteration 14Q: 3 clusters Score -390420.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -390425.375000 Penalty: 4027.811768
	Iteration 15Q: 3 clusters Score -390425.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -390426.625000 Penalty: 4027.811768
	Iteration 16Q: 3 clusters Score -390426.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -390428.093750 Penalty: 4027.811768
	Iteration 17Q: 3 clusters Score -390428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -390428.218750 Penalty: 4027.811768
	Iteration 18Q: 3 clusters Score -390428.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -390428.218750 Penalty: 4027.811768
	Iteration 19F: 3 clusters Score -390428.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1913 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 21753 members 
Mstep: Class 9 contains 234330 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81298 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 134825 members 
Mstep: Class 19 contains 6418 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8003 members 
Mstep: Class 22 contains 14980 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4868 members 
Mstep: Class 28 contains 95098 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 3521 members 
Mstep: Class 31 contains 18594 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10238 members 
Mstep: Class 35 contains 41187 members 
Mstep: Class 36 contains 92063 members 
Mstep: Class 37 contains 17041 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26812 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6138 members 
Mstep: Class 42 contains 40874 members 
Mstep: Class 43 contains 1425 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1247 members 
Mstep: Class 49 contains 18106 members 
Mstep: Class 50 contains 91890 members 
Mstep: Class 51 contains 4704 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6051 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15687 members 
Mstep: Class 58 contains 3025 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10691 members 
Mstep: Class 62 contains 7151 members 
Mstep: Class 63 contains 5648 members 
Mstep: Class 64 contains 24088 members 
Mstep: Class 65 contains 8236 members 
Mstep: Class 66 contains 10455 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12560 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10727 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4188 members 
Mstep: Class 74 contains 2058 members 
Mstep: Class 75 contains 1357 members 
Mstep: Class 76 contains 3423 members 
Mstep: Class 77 contains 5878 members 
Mstep: Class 78 contains 12119 members 
Mstep: Class 79 contains 2950 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4948 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 849 members 
Mstep: Class 85 contains 1974 members 
Entering Unmasked Estep 
Score: -154535264.000000 Penalty: 296974.000000
Splitting cluster 5 changes total score from -154536352.000000 to -154535264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -614370.937500 Penalty: 2122.847656
	Iteration 0F: 2 clusters Score -614370.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -609722.500000 Penalty: 4245.695312
	Iteration 0F: 3 clusters Score -609722.5 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -610911.187500 Penalty: 4245.695312
	Iteration 1F: 3 clusters Score -610911.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -611209.625000 Penalty: 4245.695312
	Iteration 2F: 3 clusters Score -611209.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -611374.562500 Penalty: 4245.695312
	Iteration 3F: 3 clusters Score -611374.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -611522.875000 Penalty: 4245.695312
	Iteration 4Q: 3 clusters Score -611522.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -611661.812500 Penalty: 4245.695312
	Iteration 5Q: 3 clusters Score -611661.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -611775.062500 Penalty: 4245.695312
	Iteration 6Q: 3 clusters Score -611775.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -611873.312500 Penalty: 4245.695312
	Iteration 7Q: 3 clusters Score -611873.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -611965.625000 Penalty: 4245.695312
	Iteration 8Q: 3 clusters Score -611965.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -612045.562500 Penalty: 4245.695312
	Iteration 9Q: 3 clusters Score -612045.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -612116.375000 Penalty: 4245.695312
	Iteration 10Q: 3 clusters Score -612116.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -612192.062500 Penalty: 4245.695312
	Iteration 11Q: 3 clusters Score -612192.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -612290.125000 Penalty: 4245.695312
	Iteration 12Q: 3 clusters Score -612290.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -612368.312500 Penalty: 4245.695312
	Iteration 13Q: 3 clusters Score -612368.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -612433.500000 Penalty: 4245.695312
	Iteration 14Q: 3 clusters Score -612433.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -612487.937500 Penalty: 4245.695312
	Iteration 15Q: 3 clusters Score -612487.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -612541.250000 Penalty: 4245.695312
	Iteration 16Q: 3 clusters Score -612541.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -612575.750000 Penalty: 4245.695312
	Iteration 17Q: 3 clusters Score -612575.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -612605.625000 Penalty: 4245.695312
	Iteration 18Q: 3 clusters Score -612605.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -612626.437500 Penalty: 4245.695312
	Iteration 19Q: 3 clusters Score -612626.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -612643.375000 Penalty: 4245.695312
	Iteration 20F: 3 clusters Score -612643.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -612653.812500 Penalty: 4245.695312
	Iteration 21Q: 3 clusters Score -612653.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -612664.250000 Penalty: 4245.695312
	Iteration 22Q: 3 clusters Score -612664.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -612672.250000 Penalty: 4245.695312
	Iteration 23Q: 3 clusters Score -612672.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -612685.312500 Penalty: 4245.695312
	Iteration 24Q: 3 clusters Score -612685.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -612699.562500 Penalty: 4245.695312
	Iteration 25Q: 3 clusters Score -612699.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -612712.812500 Penalty: 4245.695312
	Iteration 26Q: 3 clusters Score -612712.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -612722.687500 Penalty: 4245.695312
	Iteration 27Q: 3 clusters Score -612722.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -612731.687500 Penalty: 4245.695312
	Iteration 28Q: 3 clusters Score -612731.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -612739.687500 Penalty: 4245.695312
	Iteration 29Q: 3 clusters Score -612739.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -612746.625000 Penalty: 4245.695312
	Iteration 30Q: 3 clusters Score -612746.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -612757.312500 Penalty: 4245.695312
	Iteration 31Q: 3 clusters Score -612757.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -612769.250000 Penalty: 4245.695312
	Iteration 32Q: 3 clusters Score -612769.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -612779.500000 Penalty: 4245.695312
	Iteration 33Q: 3 clusters Score -612779.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -612787.875000 Penalty: 4245.695312
	Iteration 34Q: 3 clusters Score -612787.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -612797.687500 Penalty: 4245.695312
	Iteration 35Q: 3 clusters Score -612797.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -612808.062500 Penalty: 4245.695312
	Iteration 36Q: 3 clusters Score -612808.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -612819.625000 Penalty: 4245.695312
	Iteration 37Q: 3 clusters Score -612819.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -612830.750000 Penalty: 4245.695312
	Iteration 38Q: 3 clusters Score -612830.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -612842.312500 Penalty: 4245.695312
	Iteration 39Q: 3 clusters Score -612842.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -612851.750000 Penalty: 4245.695312
	Iteration 40F: 3 clusters Score -612851.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -612862.562500 Penalty: 4245.695312
	Iteration 41Q: 3 clusters Score -612862.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -612873.625000 Penalty: 4245.695312
	Iteration 42Q: 3 clusters Score -612873.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -612889.562500 Penalty: 4245.695312
	Iteration 43Q: 3 clusters Score -612889.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -612908.750000 Penalty: 4245.695312
	Iteration 44Q: 3 clusters Score -612908.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -612938.812500 Penalty: 4245.695312
	Iteration 45Q: 3 clusters Score -612938.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -612988.250000 Penalty: 4245.695312
	Iteration 46Q: 3 clusters Score -612988.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -613058.937500 Penalty: 4245.695312
	Iteration 47Q: 3 clusters Score -613058.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -613155.437500 Penalty: 4245.695312
	Iteration 48Q: 3 clusters Score -613155.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -613280.187500 Penalty: 4245.695312
	Iteration 49Q: 3 clusters Score -613280.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -613458.187500 Penalty: 4245.695312
	Iteration 50Q: 3 clusters Score -613458.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -613727.875000 Penalty: 4245.695312
	Iteration 51Q: 3 clusters Score -613727.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -613979.937500 Penalty: 4245.695312
	Iteration 52Q: 3 clusters Score -613979.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -614134.500000 Penalty: 4245.695312
	Iteration 53Q: 3 clusters Score -614134.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -614211.875000 Penalty: 4245.695312
	Iteration 54Q: 3 clusters Score -614211.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -614253.687500 Penalty: 4245.695312
	Iteration 55Q: 3 clusters Score -614253.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -614266.562500 Penalty: 4245.695312
	Iteration 56Q: 3 clusters Score -614266.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -614273.812500 Penalty: 4245.695312
	Iteration 57Q: 3 clusters Score -614273.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -614277.000000 Penalty: 4245.695312
	Iteration 58Q: 3 clusters Score -614277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -614279.375000 Penalty: 4245.695312
	Iteration 59Q: 3 clusters Score -614279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -614283.000000 Penalty: 4245.695312
	Iteration 60F: 3 clusters Score -614283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -614285.500000 Penalty: 4245.695312
	Iteration 61Q: 3 clusters Score -614285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -614286.375000 Penalty: 4245.695312
	Iteration 62Q: 3 clusters Score -614286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -614286.500000 Penalty: 4245.695312
	Iteration 63Q: 3 clusters Score -614286.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -614287.375000 Penalty: 4245.695312
	Iteration 64Q: 3 clusters Score -614287.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -614288.187500 Penalty: 4245.695312
	Iteration 65Q: 3 clusters Score -614288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -614288.187500 Penalty: 4245.695312
	Iteration 66F: 3 clusters Score -614288.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -646490.937500 Penalty: 2131.166504
	Iteration 0F: 2 clusters Score -646490.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -641715.062500 Penalty: 4262.333008
	Iteration 0F: 3 clusters Score -641715.1 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -642917.937500 Penalty: 4262.333008
	Iteration 1F: 3 clusters Score -642917.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -643140.687500 Penalty: 4262.333008
	Iteration 2F: 3 clusters Score -643140.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -643289.125000 Penalty: 4262.333008
	Iteration 3Q: 3 clusters Score -643289.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -643421.250000 Penalty: 4262.333008
	Iteration 4Q: 3 clusters Score -643421.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -643517.750000 Penalty: 4262.333008
	Iteration 5Q: 3 clusters Score -643517.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -643609.000000 Penalty: 4262.333008
	Iteration 6Q: 3 clusters Score -643609 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -643698.562500 Penalty: 4262.333008
	Iteration 7Q: 3 clusters Score -643698.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -643781.875000 Penalty: 4262.333008
	Iteration 8Q: 3 clusters Score -643781.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -643882.500000 Penalty: 4262.333008
	Iteration 9Q: 3 clusters Score -643882.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -643986.937500 Penalty: 4262.333008
	Iteration 10Q: 3 clusters Score -643986.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -644104.375000 Penalty: 4262.333008
	Iteration 11Q: 3 clusters Score -644104.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -644222.625000 Penalty: 4262.333008
	Iteration 12Q: 3 clusters Score -644222.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -644317.937500 Penalty: 4262.333008
	Iteration 13Q: 3 clusters Score -644317.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -644405.250000 Penalty: 4262.333008
	Iteration 14Q: 3 clusters Score -644405.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -644490.250000 Penalty: 4262.333008
	Iteration 15Q: 3 clusters Score -644490.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -644571.312500 Penalty: 4262.333008
	Iteration 16Q: 3 clusters Score -644571.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -644674.937500 Penalty: 4262.333008
	Iteration 17Q: 3 clusters Score -644674.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -644770.937500 Penalty: 4262.333008
	Iteration 18Q: 3 clusters Score -644770.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -644872.312500 Penalty: 4262.333008
	Iteration 19Q: 3 clusters Score -644872.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -645012.875000 Penalty: 4262.333008
	Iteration 20F: 3 clusters Score -645012.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -645178.562500 Penalty: 4262.333008
	Iteration 21Q: 3 clusters Score -645178.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -645431.437500 Penalty: 4262.333008
	Iteration 22Q: 3 clusters Score -645431.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -645720.250000 Penalty: 4262.333008
	Iteration 23Q: 3 clusters Score -645720.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -645905.375000 Penalty: 4262.333008
	Iteration 24Q: 3 clusters Score -645905.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -645986.312500 Penalty: 4262.333008
	Iteration 25Q: 3 clusters Score -645986.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -646020.562500 Penalty: 4262.333008
	Iteration 26Q: 3 clusters Score -646020.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -646055.437500 Penalty: 4262.333008
	Iteration 27Q: 3 clusters Score -646055.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -646074.625000 Penalty: 4262.333008
	Iteration 28Q: 3 clusters Score -646074.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -646089.687500 Penalty: 4262.333008
	Iteration 29Q: 3 clusters Score -646089.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -646099.500000 Penalty: 4262.333008
	Iteration 30Q: 3 clusters Score -646099.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -646105.375000 Penalty: 4262.333008
	Iteration 31Q: 3 clusters Score -646105.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -646110.812500 Penalty: 4262.333008
	Iteration 32Q: 3 clusters Score -646110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -646112.625000 Penalty: 4262.333008
	Iteration 33Q: 3 clusters Score -646112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -646113.125000 Penalty: 4262.333008
	Iteration 34Q: 3 clusters Score -646113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -646113.125000 Penalty: 4262.333008
	Iteration 35Q: 3 clusters Score -646113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -646113.125000 Penalty: 4262.333008
	Iteration 36F: 3 clusters Score -646113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Entering Unmasked Estep 
Score: -2706169.500000 Penalty: 2476.901611
	Iteration 0F: 2 clusters Score -2706170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2690932.750000 Penalty: 4953.803223
	Iteration 0F: 3 clusters Score -2690933 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2696249.750000 Penalty: 4953.803223
	Iteration 1F: 3 clusters Score -2696250 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2696637.500000 Penalty: 4953.803223
	Iteration 2F: 3 clusters Score -2696638 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2696925.250000 Penalty: 4953.803223
	Iteration 3Q: 3 clusters Score -2696925 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2697158.000000 Penalty: 4953.803223
	Iteration 4Q: 3 clusters Score -2697158 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2697350.250000 Penalty: 4953.803223
	Iteration 5Q: 3 clusters Score -2697350 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2697512.750000 Penalty: 4953.803223
	Iteration 6Q: 3 clusters Score -2697513 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2697686.250000 Penalty: 4953.803223
	Iteration 7Q: 3 clusters Score -2697686 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2697856.750000 Penalty: 4953.803223
	Iteration 8Q: 3 clusters Score -2697857 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2698060.000000 Penalty: 4953.803223
	Iteration 9Q: 3 clusters Score -2698060 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2698322.250000 Penalty: 4953.803223
	Iteration 10Q: 3 clusters Score -2698322 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2698639.500000 Penalty: 4953.803223
	Iteration 11Q: 3 clusters Score -2698640 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2699080.750000 Penalty: 4953.803223
	Iteration 12Q: 3 clusters Score -2699081 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2699579.750000 Penalty: 4953.803223
	Iteration 13Q: 3 clusters Score -2699580 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2700132.000000 Penalty: 4953.803223
	Iteration 14Q: 3 clusters Score -2700132 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2700771.000000 Penalty: 4953.803223
	Iteration 15Q: 3 clusters Score -2700771 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2701466.000000 Penalty: 4953.803223
	Iteration 16Q: 3 clusters Score -2701466 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2702061.250000 Penalty: 4953.803223
	Iteration 17Q: 3 clusters Score -2702061 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2702606.250000 Penalty: 4953.803223
	Iteration 18Q: 3 clusters Score -2702606 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2703021.500000 Penalty: 4953.803223
	Iteration 19Q: 3 clusters Score -2703022 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2703320.000000 Penalty: 4953.803223
	Iteration 20F: 3 clusters Score -2703320 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2703532.250000 Penalty: 4953.803223
	Iteration 21Q: 3 clusters Score -2703532 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2703694.750000 Penalty: 4953.803223
	Iteration 22Q: 3 clusters Score -2703695 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2703790.750000 Penalty: 4953.803223
	Iteration 23Q: 3 clusters Score -2703791 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2703854.500000 Penalty: 4953.803223
	Iteration 24Q: 3 clusters Score -2703854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2703893.000000 Penalty: 4953.803223
	Iteration 25Q: 3 clusters Score -2703893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2703908.000000 Penalty: 4953.803223
	Iteration 26Q: 3 clusters Score -2703908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2703923.500000 Penalty: 4953.803223
	Iteration 27Q: 3 clusters Score -2703924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2703934.750000 Penalty: 4953.803223
	Iteration 28Q: 3 clusters Score -2703935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -2703953.750000 Penalty: 4953.803223
	Iteration 29Q: 3 clusters Score -2703954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2703965.000000 Penalty: 4953.803223
	Iteration 30Q: 3 clusters Score -2703965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2703982.500000 Penalty: 4953.803223
	Iteration 31Q: 3 clusters Score -2703982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2703991.750000 Penalty: 4953.803223
	Iteration 32Q: 3 clusters Score -2703992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2703999.250000 Penalty: 4953.803223
	Iteration 33Q: 3 clusters Score -2703999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2704001.000000 Penalty: 4953.803223
	Iteration 34Q: 3 clusters Score -2704001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2704005.000000 Penalty: 4953.803223
	Iteration 35Q: 3 clusters Score -2704005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2704005.750000 Penalty: 4953.803223
	Iteration 36Q: 3 clusters Score -2704006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2704006.750000 Penalty: 4953.803223
	Iteration 37Q: 3 clusters Score -2704007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2704006.750000 Penalty: 4953.803223
	Iteration 38Q: 3 clusters Score -2704007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2704006.500000 Penalty: 4953.803223
	Iteration 39Q: 3 clusters Score -2704006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2704008.000000 Penalty: 4953.803223
	Iteration 40F: 3 clusters Score -2704008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (234330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234330 members 
Entering Unmasked Estep 
Score: -28680228.000000 Penalty: 3066.392578
	Iteration 0F: 2 clusters Score -2.868023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116818 members 
Mstep: Class 2 contains 117512 members 
Entering Unmasked Estep 
Score: -28535346.000000 Penalty: 6132.785156
	Iteration 0F: 3 clusters Score -2.853535e+07 nChanged 113242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112298 members 
Mstep: Class 2 contains 122032 members 
Entering Unmasked Estep 
Score: -28602808.000000 Penalty: 6132.785156
	Iteration 1F: 3 clusters Score -2.860281e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109042 members 
Mstep: Class 2 contains 125288 members 
Entering Unmasked Estep 
Score: -28605058.000000 Penalty: 6132.785156
	Iteration 2Q: 3 clusters Score -2.860506e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103982 members 
Mstep: Class 2 contains 130348 members 
Entering Unmasked Estep 
Score: -28608244.000000 Penalty: 6132.785156
	Iteration 3Q: 3 clusters Score -2.860824e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96455 members 
Mstep: Class 2 contains 137875 members 
Entering Unmasked Estep 
Score: -28613630.000000 Penalty: 6132.785156
	Iteration 4Q: 3 clusters Score -2.861363e+07 nChanged 14062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85659 members 
Mstep: Class 2 contains 148671 members 
Entering Unmasked Estep 
Score: -28621468.000000 Penalty: 6132.785156
	Iteration 5F: 3 clusters Score -2.862147e+07 nChanged 16077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 162268 members 
Entering Unmasked Estep 
Score: -28632994.000000 Penalty: 6132.785156
	Iteration 6F: 3 clusters Score -2.863299e+07 nChanged 16514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57368 members 
Mstep: Class 2 contains 176962 members 
Entering Unmasked Estep 
Score: -28646044.000000 Penalty: 6132.785156
	Iteration 7F: 3 clusters Score -2.864604e+07 nChanged 14258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 189680 members 
Entering Unmasked Estep 
Score: -28657434.000000 Penalty: 6132.785156
	Iteration 8F: 3 clusters Score -2.865743e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 200091 members 
Entering Unmasked Estep 
Score: -28665048.000000 Penalty: 6132.785156
	Iteration 9Q: 3 clusters Score -2.866505e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 208323 members 
Entering Unmasked Estep 
Score: -28669772.000000 Penalty: 6132.785156
	Iteration 10Q: 3 clusters Score -2.866977e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 215086 members 
Entering Unmasked Estep 
Score: -28673122.000000 Penalty: 6132.785156
	Iteration 11Q: 3 clusters Score -2.867312e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 220477 members 
Entering Unmasked Estep 
Score: -28675216.000000 Penalty: 6132.785156
	Iteration 12Q: 3 clusters Score -2.867522e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 224402 members 
Entering Unmasked Estep 
Score: -28676618.000000 Penalty: 6132.785156
	Iteration 13Q: 3 clusters Score -2.867662e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 227122 members 
Entering Unmasked Estep 
Score: -28677586.000000 Penalty: 6132.785156
	Iteration 14Q: 3 clusters Score -2.867759e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 228947 members 
Entering Unmasked Estep 
Score: -28677962.000000 Penalty: 6132.785156
	Iteration 15Q: 3 clusters Score -2.867796e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 230156 members 
Entering Unmasked Estep 
Score: -28678194.000000 Penalty: 6132.785156
	Iteration 16Q: 3 clusters Score -2.867819e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 230974 members 
Entering Unmasked Estep 
Score: -28678286.000000 Penalty: 6132.785156
	Iteration 17Q: 3 clusters Score -2.867829e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 231517 members 
Entering Unmasked Estep 
Score: -28678276.000000 Penalty: 6132.785156
	Iteration 18Q: 3 clusters Score -2.867828e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 231897 members 
Entering Unmasked Estep 
Score: -28678340.000000 Penalty: 6132.785156
	Iteration 19Q: 3 clusters Score -2.867834e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 232200 members 
Entering Unmasked Estep 
Score: -28678376.000000 Penalty: 6132.785156
	Iteration 20F: 3 clusters Score -2.867838e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 232403 members 
Entering Unmasked Estep 
Score: -28678448.000000 Penalty: 6132.785156
	Iteration 21Q: 3 clusters Score -2.867845e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 232546 members 
Entering Unmasked Estep 
Score: -28678488.000000 Penalty: 6132.785156
	Iteration 22Q: 3 clusters Score -2.867849e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 232637 members 
Entering Unmasked Estep 
Score: -28678504.000000 Penalty: 6132.785156
	Iteration 23Q: 3 clusters Score -2.86785e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 232716 members 
Entering Unmasked Estep 
Score: -28678528.000000 Penalty: 6132.785156
	Iteration 24Q: 3 clusters Score -2.867853e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 232775 members 
Entering Unmasked Estep 
Score: -28678530.000000 Penalty: 6132.785156
	Iteration 25Q: 3 clusters Score -2.867853e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 232833 members 
Entering Unmasked Estep 
Score: -28678530.000000 Penalty: 6132.785156
	Iteration 26Q: 3 clusters Score -2.867853e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 232881 members 
Entering Unmasked Estep 
Score: -28678554.000000 Penalty: 6132.785156
	Iteration 27Q: 3 clusters Score -2.867855e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 232918 members 
Entering Unmasked Estep 
Score: -28678576.000000 Penalty: 6132.785156
	Iteration 28Q: 3 clusters Score -2.867858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 232956 members 
Entering Unmasked Estep 
Score: -28678592.000000 Penalty: 6132.785156
	Iteration 29Q: 3 clusters Score -2.867859e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 232972 members 
Entering Unmasked Estep 
Score: -28678572.000000 Penalty: 6132.785156
	Iteration 30Q: 3 clusters Score -2.867857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 232984 members 
Entering Unmasked Estep 
Score: -28678570.000000 Penalty: 6132.785156
	Iteration 31Q: 3 clusters Score -2.867857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 233000 members 
Entering Unmasked Estep 
Score: -28678574.000000 Penalty: 6132.785156
	Iteration 32Q: 3 clusters Score -2.867857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 233016 members 
Entering Unmasked Estep 
Score: -28678562.000000 Penalty: 6132.785156
	Iteration 33Q: 3 clusters Score -2.867856e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 233027 members 
Entering Unmasked Estep 
Score: -28678590.000000 Penalty: 6132.785156
	Iteration 34Q: 3 clusters Score -2.867859e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 233043 members 
Entering Unmasked Estep 
Score: -28678594.000000 Penalty: 6132.785156
	Iteration 35Q: 3 clusters Score -2.867859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 233044 members 
Entering Unmasked Estep 
Score: -28678586.000000 Penalty: 6132.785156
	Iteration 36Q: 3 clusters Score -2.867859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 233048 members 
Entering Unmasked Estep 
Score: -28678590.000000 Penalty: 6132.785156
	Iteration 37Q: 3 clusters Score -2.867859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 233056 members 
Entering Unmasked Estep 
Score: -28678608.000000 Penalty: 6132.785156
	Iteration 38Q: 3 clusters Score -2.867861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 233067 members 
Entering Unmasked Estep 
Score: -28678612.000000 Penalty: 6132.785156
	Iteration 39Q: 3 clusters Score -2.867861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 233070 members 
Entering Unmasked Estep 
Score: -28678612.000000 Penalty: 6132.785156
	Iteration 40F: 3 clusters Score -2.867861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 233073 members 
Entering Unmasked Estep 
Score: -28678612.000000 Penalty: 6132.785156
	Iteration 41Q: 3 clusters Score -2.867861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 233074 members 
Entering Unmasked Estep 
Score: -28678612.000000 Penalty: 6132.785156
	Iteration 42Q: 3 clusters Score -2.867861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 233079 members 
Entering Unmasked Estep 
Score: -28678622.000000 Penalty: 6132.785156
	Iteration 43Q: 3 clusters Score -2.867862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 233080 members 
Entering Unmasked Estep 
Score: -28678632.000000 Penalty: 6132.785156
	Iteration 44Q: 3 clusters Score -2.867863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 233082 members 
Entering Unmasked Estep 
Score: -28678618.000000 Penalty: 6132.785156
	Iteration 45Q: 3 clusters Score -2.867862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 233083 members 
Entering Unmasked Estep 
Score: -28678634.000000 Penalty: 6132.785156
	Iteration 46Q: 3 clusters Score -2.867863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 233086 members 
Entering Unmasked Estep 
Score: -28678624.000000 Penalty: 6132.785156
	Iteration 47Q: 3 clusters Score -2.867862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 233089 members 
Entering Unmasked Estep 
Score: -28678620.000000 Penalty: 6132.785156
	Iteration 48Q: 3 clusters Score -2.867862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 233089 members 
Entering Unmasked Estep 
Score: -28678636.000000 Penalty: 6132.785156
	Iteration 49Q: 3 clusters Score -2.867864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 233090 members 
Entering Unmasked Estep 
Score: -28678624.000000 Penalty: 6132.785156
	Iteration 50Q: 3 clusters Score -2.867862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 233091 members 
Entering Unmasked Estep 
Score: -28678624.000000 Penalty: 6132.785156
	Iteration 51Q: 3 clusters Score -2.867862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 233091 members 
Entering Unmasked Estep 
Score: -28678624.000000 Penalty: 6132.785156
	Iteration 52F: 3 clusters Score -2.867862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Entering Unmasked Estep 
Score: -1127789.125000 Penalty: 2197.931152
	Iteration 0F: 2 clusters Score -1127789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1122017.000000 Penalty: 4395.862305
	Iteration 0F: 3 clusters Score -1122017 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1123720.125000 Penalty: 4395.862305
	Iteration 1F: 3 clusters Score -1123720 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1124072.625000 Penalty: 4395.862305
	Iteration 2F: 3 clusters Score -1124073 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1124373.250000 Penalty: 4395.862305
	Iteration 3F: 3 clusters Score -1124373 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1124686.875000 Penalty: 4395.862305
	Iteration 4F: 3 clusters Score -1124687 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1124993.500000 Penalty: 4395.862305
	Iteration 5F: 3 clusters Score -1124994 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1125253.500000 Penalty: 4395.862305
	Iteration 6F: 3 clusters Score -1125254 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1125460.250000 Penalty: 4395.862305
	Iteration 7Q: 3 clusters Score -1125460 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1125609.875000 Penalty: 4395.862305
	Iteration 8Q: 3 clusters Score -1125610 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1125732.500000 Penalty: 4395.862305
	Iteration 9Q: 3 clusters Score -1125732 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1125834.625000 Penalty: 4395.862305
	Iteration 10Q: 3 clusters Score -1125835 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1125920.875000 Penalty: 4395.862305
	Iteration 11Q: 3 clusters Score -1125921 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1125974.500000 Penalty: 4395.862305
	Iteration 12Q: 3 clusters Score -1125974 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1126023.000000 Penalty: 4395.862305
	Iteration 13Q: 3 clusters Score -1126023 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1126060.250000 Penalty: 4395.862305
	Iteration 14Q: 3 clusters Score -1126060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1126089.625000 Penalty: 4395.862305
	Iteration 15Q: 3 clusters Score -1126090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1126113.000000 Penalty: 4395.862305
	Iteration 16Q: 3 clusters Score -1126113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1126134.250000 Penalty: 4395.862305
	Iteration 17Q: 3 clusters Score -1126134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1126144.875000 Penalty: 4395.862305
	Iteration 18Q: 3 clusters Score -1126145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1126155.375000 Penalty: 4395.862305
	Iteration 19Q: 3 clusters Score -1126155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1126161.125000 Penalty: 4395.862305
	Iteration 20F: 3 clusters Score -1126161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1126164.500000 Penalty: 4395.862305
	Iteration 21Q: 3 clusters Score -1126164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1126171.750000 Penalty: 4395.862305
	Iteration 22Q: 3 clusters Score -1126172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1126175.375000 Penalty: 4395.862305
	Iteration 23Q: 3 clusters Score -1126175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1126181.500000 Penalty: 4395.862305
	Iteration 24Q: 3 clusters Score -1126182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1126182.500000 Penalty: 4395.862305
	Iteration 25Q: 3 clusters Score -1126182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1126189.375000 Penalty: 4395.862305
	Iteration 26Q: 3 clusters Score -1126189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1126191.500000 Penalty: 4395.862305
	Iteration 27Q: 3 clusters Score -1126192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1126198.125000 Penalty: 4395.862305
	Iteration 28Q: 3 clusters Score -1126198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1126201.250000 Penalty: 4395.862305
	Iteration 29Q: 3 clusters Score -1126201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1126210.250000 Penalty: 4395.862305
	Iteration 30Q: 3 clusters Score -1126210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1126215.750000 Penalty: 4395.862305
	Iteration 31Q: 3 clusters Score -1126216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1126218.750000 Penalty: 4395.862305
	Iteration 32Q: 3 clusters Score -1126219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1126220.250000 Penalty: 4395.862305
	Iteration 33Q: 3 clusters Score -1126220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1126223.875000 Penalty: 4395.862305
	Iteration 34Q: 3 clusters Score -1126224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1126221.500000 Penalty: 4395.862305
	Iteration 35Q: 3 clusters Score -1126222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1126225.375000 Penalty: 4395.862305
	Iteration 36Q: 3 clusters Score -1126225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1126224.750000 Penalty: 4395.862305
	Iteration 37Q: 3 clusters Score -1126225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1126227.875000 Penalty: 4395.862305
	Iteration 38Q: 3 clusters Score -1126228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1126228.000000 Penalty: 4395.862305
	Iteration 39Q: 3 clusters Score -1126228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1126229.375000 Penalty: 4395.862305
	Iteration 40F: 3 clusters Score -1126229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1126230.125000 Penalty: 4395.862305
	Iteration 41Q: 3 clusters Score -1126230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1126230.250000 Penalty: 4395.862305
	Iteration 42Q: 3 clusters Score -1126230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1126229.000000 Penalty: 4395.862305
	Iteration 43Q: 3 clusters Score -1126229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1126229.875000 Penalty: 4395.862305
	Iteration 44Q: 3 clusters Score -1126230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1126228.375000 Penalty: 4395.862305
	Iteration 45Q: 3 clusters Score -1126228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1126227.750000 Penalty: 4395.862305
	Iteration 46Q: 3 clusters Score -1126228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1126228.375000 Penalty: 4395.862305
	Iteration 47Q: 3 clusters Score -1126228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1126227.500000 Penalty: 4395.862305
	Iteration 48Q: 3 clusters Score -1126228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1126227.500000 Penalty: 4395.862305
	Iteration 49F: 3 clusters Score -1126228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -43322.707031 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -43322.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42066.031250 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -42066.03 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42252.472656 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -42252.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42338.832031 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -42338.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42401.675781 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -42401.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42440.875000 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -42440.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42461.656250 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -42461.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42469.503906 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -42469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42511.250000 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -42511.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42512.835938 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -42512.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42512.835938 Penalty: 2930.409180
	Iteration 9F: 3 clusters Score -42512.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Entering Unmasked Estep 
Score: -466173.343750 Penalty: 2054.055908
	Iteration 0F: 2 clusters Score -466173.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -462363.125000 Penalty: 4108.111816
	Iteration 0F: 3 clusters Score -462363.1 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -463347.750000 Penalty: 4108.111816
	Iteration 1F: 3 clusters Score -463347.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -463654.625000 Penalty: 4108.111816
	Iteration 2F: 3 clusters Score -463654.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -463946.343750 Penalty: 4108.111816
	Iteration 3F: 3 clusters Score -463946.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -464302.875000 Penalty: 4108.111816
	Iteration 4F: 3 clusters Score -464302.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -464735.000000 Penalty: 4108.111816
	Iteration 5F: 3 clusters Score -464735 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -465118.593750 Penalty: 4108.111816
	Iteration 6F: 3 clusters Score -465118.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -465354.593750 Penalty: 4108.111816
	Iteration 7Q: 3 clusters Score -465354.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -465475.500000 Penalty: 4108.111816
	Iteration 8Q: 3 clusters Score -465475.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -465563.937500 Penalty: 4108.111816
	Iteration 9Q: 3 clusters Score -465563.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -465595.125000 Penalty: 4108.111816
	Iteration 10Q: 3 clusters Score -465595.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -465622.281250 Penalty: 4108.111816
	Iteration 11Q: 3 clusters Score -465622.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -465645.406250 Penalty: 4108.111816
	Iteration 12Q: 3 clusters Score -465645.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -465667.781250 Penalty: 4108.111816
	Iteration 13Q: 3 clusters Score -465667.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -465683.593750 Penalty: 4108.111816
	Iteration 14Q: 3 clusters Score -465683.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -465700.656250 Penalty: 4108.111816
	Iteration 15Q: 3 clusters Score -465700.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -465716.250000 Penalty: 4108.111816
	Iteration 16Q: 3 clusters Score -465716.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -465729.343750 Penalty: 4108.111816
	Iteration 17Q: 3 clusters Score -465729.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -465733.343750 Penalty: 4108.111816
	Iteration 18Q: 3 clusters Score -465733.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -465736.343750 Penalty: 4108.111816
	Iteration 19Q: 3 clusters Score -465736.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -465738.500000 Penalty: 4108.111816
	Iteration 20F: 3 clusters Score -465738.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -465739.750000 Penalty: 4108.111816
	Iteration 21Q: 3 clusters Score -465739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -465741.593750 Penalty: 4108.111816
	Iteration 22Q: 3 clusters Score -465741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -465741.625000 Penalty: 4108.111816
	Iteration 23Q: 3 clusters Score -465741.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -465741.625000 Penalty: 4108.111816
	Iteration 24F: 3 clusters Score -465741.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -125972.960938 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -125973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -123983.007812 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -123983 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -124280.351562 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -124280.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124396.132812 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -124396.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -124445.179688 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -124445.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -124482.968750 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -124483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124516.468750 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -124516.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -124535.531250 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -124535.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -124561.539062 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -124561.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -124593.367188 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -124593.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -124626.757812 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -124626.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -124649.601562 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -124649.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -124659.148438 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -124659.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -124665.687500 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -124665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -124668.171875 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -124668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -124673.625000 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -124673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -124674.046875 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -124674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -124674.046875 Penalty: 3482.900391
	Iteration 16F: 3 clusters Score -124674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Entering Unmasked Estep 
Score: -739835.375000 Penalty: 2162.957520
	Iteration 0F: 2 clusters Score -739835.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -734628.562500 Penalty: 4325.915039
	Iteration 0F: 3 clusters Score -734628.6 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -735962.812500 Penalty: 4325.915039
	Iteration 1F: 3 clusters Score -735962.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -736192.375000 Penalty: 4325.915039
	Iteration 2F: 3 clusters Score -736192.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -736319.625000 Penalty: 4325.915039
	Iteration 3Q: 3 clusters Score -736319.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -736406.812500 Penalty: 4325.915039
	Iteration 4Q: 3 clusters Score -736406.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -736472.500000 Penalty: 4325.915039
	Iteration 5Q: 3 clusters Score -736472.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -736519.562500 Penalty: 4325.915039
	Iteration 6Q: 3 clusters Score -736519.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -736566.375000 Penalty: 4325.915039
	Iteration 7Q: 3 clusters Score -736566.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -736606.187500 Penalty: 4325.915039
	Iteration 8Q: 3 clusters Score -736606.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -736641.937500 Penalty: 4325.915039
	Iteration 9Q: 3 clusters Score -736641.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -736667.562500 Penalty: 4325.915039
	Iteration 10Q: 3 clusters Score -736667.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -736693.875000 Penalty: 4325.915039
	Iteration 11Q: 3 clusters Score -736693.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -736721.750000 Penalty: 4325.915039
	Iteration 12Q: 3 clusters Score -736721.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -736750.437500 Penalty: 4325.915039
	Iteration 13Q: 3 clusters Score -736750.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -736774.437500 Penalty: 4325.915039
	Iteration 14Q: 3 clusters Score -736774.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -736802.125000 Penalty: 4325.915039
	Iteration 15Q: 3 clusters Score -736802.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -736830.812500 Penalty: 4325.915039
	Iteration 16Q: 3 clusters Score -736830.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -736861.937500 Penalty: 4325.915039
	Iteration 17Q: 3 clusters Score -736861.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -736902.500000 Penalty: 4325.915039
	Iteration 18Q: 3 clusters Score -736902.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -736942.937500 Penalty: 4325.915039
	Iteration 19Q: 3 clusters Score -736942.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -736981.125000 Penalty: 4325.915039
	Iteration 20F: 3 clusters Score -736981.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -737020.062500 Penalty: 4325.915039
	Iteration 21Q: 3 clusters Score -737020.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -737062.625000 Penalty: 4325.915039
	Iteration 22Q: 3 clusters Score -737062.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -737118.125000 Penalty: 4325.915039
	Iteration 23Q: 3 clusters Score -737118.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -737183.687500 Penalty: 4325.915039
	Iteration 24Q: 3 clusters Score -737183.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -737246.500000 Penalty: 4325.915039
	Iteration 25Q: 3 clusters Score -737246.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -737305.187500 Penalty: 4325.915039
	Iteration 26Q: 3 clusters Score -737305.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -737373.312500 Penalty: 4325.915039
	Iteration 27Q: 3 clusters Score -737373.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -737470.187500 Penalty: 4325.915039
	Iteration 28Q: 3 clusters Score -737470.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -737574.187500 Penalty: 4325.915039
	Iteration 29Q: 3 clusters Score -737574.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -737719.125000 Penalty: 4325.915039
	Iteration 30Q: 3 clusters Score -737719.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -737949.125000 Penalty: 4325.915039
	Iteration 31Q: 3 clusters Score -737949.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -738286.062500 Penalty: 4325.915039
	Iteration 32Q: 3 clusters Score -738286.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -738629.312500 Penalty: 4325.915039
	Iteration 33Q: 3 clusters Score -738629.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -738819.125000 Penalty: 4325.915039
	Iteration 34Q: 3 clusters Score -738819.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -738936.750000 Penalty: 4325.915039
	Iteration 35Q: 3 clusters Score -738936.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -739027.000000 Penalty: 4325.915039
	Iteration 36Q: 3 clusters Score -739027 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -739102.687500 Penalty: 4325.915039
	Iteration 37Q: 3 clusters Score -739102.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -739171.812500 Penalty: 4325.915039
	Iteration 38Q: 3 clusters Score -739171.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -739245.937500 Penalty: 4325.915039
	Iteration 39Q: 3 clusters Score -739245.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -739348.187500 Penalty: 4325.915039
	Iteration 40F: 3 clusters Score -739348.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -739418.562500 Penalty: 4325.915039
	Iteration 41Q: 3 clusters Score -739418.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -739460.750000 Penalty: 4325.915039
	Iteration 42Q: 3 clusters Score -739460.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -739492.000000 Penalty: 4325.915039
	Iteration 43Q: 3 clusters Score -739492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -739516.312500 Penalty: 4325.915039
	Iteration 44Q: 3 clusters Score -739516.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -739539.812500 Penalty: 4325.915039
	Iteration 45Q: 3 clusters Score -739539.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -739555.687500 Penalty: 4325.915039
	Iteration 46Q: 3 clusters Score -739555.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -739565.562500 Penalty: 4325.915039
	Iteration 47Q: 3 clusters Score -739565.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -739572.312500 Penalty: 4325.915039
	Iteration 48Q: 3 clusters Score -739572.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -739579.375000 Penalty: 4325.915039
	Iteration 49Q: 3 clusters Score -739579.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -739579.750000 Penalty: 4325.915039
	Iteration 50Q: 3 clusters Score -739579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -739583.437500 Penalty: 4325.915039
	Iteration 51Q: 3 clusters Score -739583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -739582.250000 Penalty: 4325.915039
	Iteration 52Q: 3 clusters Score -739582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -739582.250000 Penalty: 4325.915039
	Iteration 53F: 3 clusters Score -739582.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -76487.617188 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -76487.62 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 262 members 
Entering Unmasked Estep 
Score: -74997.187500 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -74997.19 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -75298.375000 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -75298.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -75453.953125 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -75453.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75615.757812 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -75615.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -75703.796875 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -75703.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -75780.851562 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -75780.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75851.250000 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -75851.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -75899.031250 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -75899.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -75918.960938 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -75918.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -75931.265625 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -75931.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75934.476562 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -75934.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -75946.078125 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -75946.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -75956.195312 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -75956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -75962.171875 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -75962.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -75974.820312 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -75974.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -75979.882812 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -75979.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -75981.351562 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -75981.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -75982.023438 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -75982.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -75982.023438 Penalty: 3116.930664
	Iteration 18F: 3 clusters Score -75982.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81298 members 
Entering Unmasked Estep 
Score: -9157561.000000 Penalty: 2803.857422
	Iteration 0F: 2 clusters Score -9157561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -9102978.000000 Penalty: 5607.714844
	Iteration 0F: 3 clusters Score -9102978 nChanged 38142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -9124476.000000 Penalty: 5607.714844
	Iteration 1F: 3 clusters Score -9124476 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -9125491.000000 Penalty: 5607.714844
	Iteration 2Q: 3 clusters Score -9125491 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -9126551.000000 Penalty: 5607.714844
	Iteration 3Q: 3 clusters Score -9126551 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -9127974.000000 Penalty: 5607.714844
	Iteration 4Q: 3 clusters Score -9127974 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -9130036.000000 Penalty: 5607.714844
	Iteration 5F: 3 clusters Score -9130036 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -9133312.000000 Penalty: 5607.714844
	Iteration 6F: 3 clusters Score -9133312 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -9137917.000000 Penalty: 5607.714844
	Iteration 7F: 3 clusters Score -9137917 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -9143177.000000 Penalty: 5607.714844
	Iteration 8F: 3 clusters Score -9143177 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -9147988.000000 Penalty: 5607.714844
	Iteration 9F: 3 clusters Score -9147988 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -9151393.000000 Penalty: 5607.714844
	Iteration 10Q: 3 clusters Score -9151393 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 77862 members 
Entering Unmasked Estep 
Score: -9153305.000000 Penalty: 5607.714844
	Iteration 11Q: 3 clusters Score -9153305 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -9154270.000000 Penalty: 5607.714844
	Iteration 12Q: 3 clusters Score -9154270 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -9154803.000000 Penalty: 5607.714844
	Iteration 13Q: 3 clusters Score -9154803 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -9155004.000000 Penalty: 5607.714844
	Iteration 14Q: 3 clusters Score -9155004 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -9155134.000000 Penalty: 5607.714844
	Iteration 15Q: 3 clusters Score -9155134 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 80268 members 
Entering Unmasked Estep 
Score: -9155228.000000 Penalty: 5607.714844
	Iteration 16Q: 3 clusters Score -9155228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -9155263.000000 Penalty: 5607.714844
	Iteration 17Q: 3 clusters Score -9155263 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 80400 members 
Entering Unmasked Estep 
Score: -9155311.000000 Penalty: 5607.714844
	Iteration 18Q: 3 clusters Score -9155311 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -9155338.000000 Penalty: 5607.714844
	Iteration 19Q: 3 clusters Score -9155338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -9155363.000000 Penalty: 5607.714844
	Iteration 20F: 3 clusters Score -9155363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -9155359.000000 Penalty: 5607.714844
	Iteration 21Q: 3 clusters Score -9155359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 80490 members 
Entering Unmasked Estep 
Score: -9155372.000000 Penalty: 5607.714844
	Iteration 22Q: 3 clusters Score -9155372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -9155375.000000 Penalty: 5607.714844
	Iteration 23Q: 3 clusters Score -9155375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 80499 members 
Entering Unmasked Estep 
Score: -9155376.000000 Penalty: 5607.714844
	Iteration 24Q: 3 clusters Score -9155376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -9155385.000000 Penalty: 5607.714844
	Iteration 25Q: 3 clusters Score -9155385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -9155386.000000 Penalty: 5607.714844
	Iteration 26Q: 3 clusters Score -9155386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -9155387.000000 Penalty: 5607.714844
	Iteration 27Q: 3 clusters Score -9155387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -9155387.000000 Penalty: 5607.714844
	Iteration 28F: 3 clusters Score -9155387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Entering Unmasked Estep 
Score: -1347920.375000 Penalty: 2310.848877
	Iteration 0F: 2 clusters Score -1347920 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 5577 members 
Entering Unmasked Estep 
Score: -1339552.500000 Penalty: 4621.697754
	Iteration 0F: 3 clusters Score -1339552 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1342020.000000 Penalty: 4621.697754
	Iteration 1F: 3 clusters Score -1342020 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1342333.875000 Penalty: 4621.697754
	Iteration 2F: 3 clusters Score -1342334 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1342548.375000 Penalty: 4621.697754
	Iteration 3Q: 3 clusters Score -1342548 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1342729.375000 Penalty: 4621.697754
	Iteration 4Q: 3 clusters Score -1342729 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1342866.125000 Penalty: 4621.697754
	Iteration 5Q: 3 clusters Score -1342866 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1342984.250000 Penalty: 4621.697754
	Iteration 6Q: 3 clusters Score -1342984 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1343107.875000 Penalty: 4621.697754
	Iteration 7Q: 3 clusters Score -1343108 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1343232.125000 Penalty: 4621.697754
	Iteration 8Q: 3 clusters Score -1343232 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1343350.000000 Penalty: 4621.697754
	Iteration 9Q: 3 clusters Score -1343350 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1343498.625000 Penalty: 4621.697754
	Iteration 10Q: 3 clusters Score -1343499 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1343678.750000 Penalty: 4621.697754
	Iteration 11Q: 3 clusters Score -1343679 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1343917.125000 Penalty: 4621.697754
	Iteration 12Q: 3 clusters Score -1343917 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1344197 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1344523.500000 Penalty: 4621.697754
	Iteration 14Q: 3 clusters Score -1344524 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1344847 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1345154.625000 Penalty: 4621.697754
	Iteration 16Q: 3 clusters Score -1345155 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1345411 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1345576 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1345677.500000 Penalty: 4621.697754
	Iteration 19Q: 3 clusters Score -1345678 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1345739.125000 Penalty: 4621.697754
	Iteration 20F: 3 clusters Score -1345739 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1345774.250000 Penalty: 4621.697754
	Iteration 21Q: 3 clusters Score -1345774 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1345807.375000 Penalty: 4621.697754
	Iteration 22Q: 3 clusters Score -1345807 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1345829.875000 Penalty: 4621.697754
	Iteration 23Q: 3 clusters Score -1345830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1345845.500000 Penalty: 4621.697754
	Iteration 24Q: 3 clusters Score -1345846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1345854.000000 Penalty: 4621.697754
	Iteration 25Q: 3 clusters Score -1345854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1345867.500000 Penalty: 4621.697754
	Iteration 26Q: 3 clusters Score -1345868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1345875.750000 Penalty: 4621.697754
	Iteration 27Q: 3 clusters Score -1345876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1345878.500000 Penalty: 4621.697754
	Iteration 28Q: 3 clusters Score -1345878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1345885.250000 Penalty: 4621.697754
	Iteration 29Q: 3 clusters Score -1345885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1345889.875000 Penalty: 4621.697754
	Iteration 30Q: 3 clusters Score -1345890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1345892.875000 Penalty: 4621.697754
	Iteration 31Q: 3 clusters Score -1345893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1345897.750000 Penalty: 4621.697754
	Iteration 32Q: 3 clusters Score -1345898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1345895.750000 Penalty: 4621.697754
	Iteration 33Q: 3 clusters Score -1345896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1345898.375000 Penalty: 4621.697754
	Iteration 34Q: 3 clusters Score -1345898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1345902.500000 Penalty: 4621.697754
	Iteration 35Q: 3 clusters Score -1345902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1345903.875000 Penalty: 4621.697754
	Iteration 36Q: 3 clusters Score -1345904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1345905.125000 Penalty: 4621.697754
	Iteration 37Q: 3 clusters Score -1345905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1345904.500000 Penalty: 4621.697754
	Iteration 38Q: 3 clusters Score -1345904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1345909.125000 Penalty: 4621.697754
	Iteration 39Q: 3 clusters Score -1345909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1345906.750000 Penalty: 4621.697754
	Iteration 40F: 3 clusters Score -1345907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1345913.000000 Penalty: 4621.697754
	Iteration 41Q: 3 clusters Score -1345913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1345919.500000 Penalty: 4621.697754
	Iteration 42Q: 3 clusters Score -1345920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1345927.375000 Penalty: 4621.697754
	Iteration 43Q: 3 clusters Score -1345927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1345928.625000 Penalty: 4621.697754
	Iteration 44Q: 3 clusters Score -1345929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1345931.500000 Penalty: 4621.697754
	Iteration 45Q: 3 clusters Score -1345932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1345936.250000 Penalty: 4621.697754
	Iteration 46Q: 3 clusters Score -1345936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1345938.375000 Penalty: 4621.697754
	Iteration 47Q: 3 clusters Score -1345938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1345942.875000 Penalty: 4621.697754
	Iteration 48Q: 3 clusters Score -1345943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1345943.000000 Penalty: 4621.697754
	Iteration 49Q: 3 clusters Score -1345943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1345944.750000 Penalty: 4621.697754
	Iteration 50Q: 3 clusters Score -1345945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1345945.375000 Penalty: 4621.697754
	Iteration 51Q: 3 clusters Score -1345945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1345945.125000 Penalty: 4621.697754
	Iteration 52Q: 3 clusters Score -1345945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1345946.625000 Penalty: 4621.697754
	Iteration 53Q: 3 clusters Score -1345947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1345950.250000 Penalty: 4621.697754
	Iteration 54Q: 3 clusters Score -1345950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1345953.625000 Penalty: 4621.697754
	Iteration 55Q: 3 clusters Score -1345954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1345957.500000 Penalty: 4621.697754
	Iteration 56Q: 3 clusters Score -1345958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1345958.750000 Penalty: 4621.697754
	Iteration 57Q: 3 clusters Score -1345959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1345960.000000 Penalty: 4621.697754
	Iteration 58Q: 3 clusters Score -1345960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1345959.500000 Penalty: 4621.697754
	Iteration 59Q: 3 clusters Score -1345960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1345961.375000 Penalty: 4621.697754
	Iteration 60F: 3 clusters Score -1345961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1345969.125000 Penalty: 4621.697754
	Iteration 61Q: 3 clusters Score -1345969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1345971.875000 Penalty: 4621.697754
	Iteration 62Q: 3 clusters Score -1345972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1345971.625000 Penalty: 4621.697754
	Iteration 63Q: 3 clusters Score -1345972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1345975.375000 Penalty: 4621.697754
	Iteration 64Q: 3 clusters Score -1345975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1345975.500000 Penalty: 4621.697754
	Iteration 65Q: 3 clusters Score -1345976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1345979.125000 Penalty: 4621.697754
	Iteration 66Q: 3 clusters Score -1345979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1345981.375000 Penalty: 4621.697754
	Iteration 67Q: 3 clusters Score -1345981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1345982.750000 Penalty: 4621.697754
	Iteration 68Q: 3 clusters Score -1345983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1345986.125000 Penalty: 4621.697754
	Iteration 69Q: 3 clusters Score -1345986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1345990.750000 Penalty: 4621.697754
	Iteration 70Q: 3 clusters Score -1345991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1345995.125000 Penalty: 4621.697754
	Iteration 71Q: 3 clusters Score -1345995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1345998.750000 Penalty: 4621.697754
	Iteration 72Q: 3 clusters Score -1345999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1346007.625000 Penalty: 4621.697754
	Iteration 73Q: 3 clusters Score -1346008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1346011.500000 Penalty: 4621.697754
	Iteration 74Q: 3 clusters Score -1346012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1346016.750000 Penalty: 4621.697754
	Iteration 75Q: 3 clusters Score -1346017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1346019.750000 Penalty: 4621.697754
	Iteration 76Q: 3 clusters Score -1346020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1346018.375000 Penalty: 4621.697754
	Iteration 77Q: 3 clusters Score -1346018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1346019.750000 Penalty: 4621.697754
	Iteration 78Q: 3 clusters Score -1346020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1346022.750000 Penalty: 4621.697754
	Iteration 79Q: 3 clusters Score -1346023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1346021.875000 Penalty: 4621.697754
	Iteration 80F: 3 clusters Score -1346022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1346024.500000 Penalty: 4621.697754
	Iteration 81Q: 3 clusters Score -1346024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1346026.500000 Penalty: 4621.697754
	Iteration 82Q: 3 clusters Score -1346026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1346029.500000 Penalty: 4621.697754
	Iteration 83Q: 3 clusters Score -1346030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1346031.625000 Penalty: 4621.697754
	Iteration 84Q: 3 clusters Score -1346032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1346028.625000 Penalty: 4621.697754
	Iteration 85Q: 3 clusters Score -1346029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1346028.875000 Penalty: 4621.697754
	Iteration 86Q: 3 clusters Score -1346029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1346029.375000 Penalty: 4621.697754
	Iteration 87Q: 3 clusters Score -1346029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1346029.500000 Penalty: 4621.697754
	Iteration 88Q: 3 clusters Score -1346030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1346032.750000 Penalty: 4621.697754
	Iteration 89Q: 3 clusters Score -1346033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1346032.750000 Penalty: 4621.697754
	Iteration 90Q: 3 clusters Score -1346033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1346033.625000 Penalty: 4621.697754
	Iteration 91Q: 3 clusters Score -1346034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1346036.125000 Penalty: 4621.697754
	Iteration 92Q: 3 clusters Score -1346036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1346036.875000 Penalty: 4621.697754
	Iteration 93Q: 3 clusters Score -1346037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1346040.375000 Penalty: 4621.697754
	Iteration 94Q: 3 clusters Score -1346040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1346040.375000 Penalty: 4621.697754
	Iteration 95F: 3 clusters Score -1346040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (134825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134825 members 
Entering Unmasked Estep 
Score: -16371841.000000 Penalty: 2929.309814
	Iteration 0F: 2 clusters Score -1.637184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 67091 members 
Entering Unmasked Estep 
Score: -16282038.000000 Penalty: 5858.619629
	Iteration 0F: 3 clusters Score -1.628204e+07 nChanged 64055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72869 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -16319098.000000 Penalty: 5858.619629
	Iteration 1F: 3 clusters Score -1.63191e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -16320744.000000 Penalty: 5858.619629
	Iteration 2Q: 3 clusters Score -1.632074e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81823 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -16323351.000000 Penalty: 5858.619629
	Iteration 3Q: 3 clusters Score -1.632335e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89781 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -16328248.000000 Penalty: 5858.619629
	Iteration 4F: 3 clusters Score -1.632825e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100297 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -16336182.000000 Penalty: 5858.619629
	Iteration 5F: 3 clusters Score -1.633618e+07 nChanged 12057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112276 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -16347112.000000 Penalty: 5858.619629
	Iteration 6F: 3 clusters Score -1.634711e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122906 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -16357635.000000 Penalty: 5858.619629
	Iteration 7F: 3 clusters Score -1.635764e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129910 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -16364655.000000 Penalty: 5858.619629
	Iteration 8F: 3 clusters Score -1.636466e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133055 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -16367718.000000 Penalty: 5858.619629
	Iteration 9Q: 3 clusters Score -1.636772e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134055 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -16368701.000000 Penalty: 5858.619629
	Iteration 10Q: 3 clusters Score -1.63687e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134347 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -16369105.000000 Penalty: 5858.619629
	Iteration 11Q: 3 clusters Score -1.63691e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134429 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -16369272.000000 Penalty: 5858.619629
	Iteration 12Q: 3 clusters Score -1.636927e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134453 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16369379.000000 Penalty: 5858.619629
	Iteration 13Q: 3 clusters Score -1.636938e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134470 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -16369466.000000 Penalty: 5858.619629
	Iteration 14Q: 3 clusters Score -1.636947e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134481 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -16369515.000000 Penalty: 5858.619629
	Iteration 15Q: 3 clusters Score -1.636952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134476 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -16369551.000000 Penalty: 5858.619629
	Iteration 16Q: 3 clusters Score -1.636955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134476 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -16369574.000000 Penalty: 5858.619629
	Iteration 17Q: 3 clusters Score -1.636957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134475 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16369599.000000 Penalty: 5858.619629
	Iteration 18Q: 3 clusters Score -1.63696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134468 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16369616.000000 Penalty: 5858.619629
	Iteration 19Q: 3 clusters Score -1.636962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134463 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -16369642.000000 Penalty: 5858.619629
	Iteration 20F: 3 clusters Score -1.636964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134467 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -16369658.000000 Penalty: 5858.619629
	Iteration 21Q: 3 clusters Score -1.636966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134469 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16369684.000000 Penalty: 5858.619629
	Iteration 22Q: 3 clusters Score -1.636968e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134470 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -16369714.000000 Penalty: 5858.619629
	Iteration 23Q: 3 clusters Score -1.636971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -16369741.000000 Penalty: 5858.619629
	Iteration 24Q: 3 clusters Score -1.636974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -16369774.000000 Penalty: 5858.619629
	Iteration 25Q: 3 clusters Score -1.636977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134476 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -16369793.000000 Penalty: 5858.619629
	Iteration 26Q: 3 clusters Score -1.636979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134478 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16369808.000000 Penalty: 5858.619629
	Iteration 27Q: 3 clusters Score -1.636981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134475 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16369808.000000 Penalty: 5858.619629
	Iteration 28Q: 3 clusters Score -1.636981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134476 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -16369825.000000 Penalty: 5858.619629
	Iteration 29Q: 3 clusters Score -1.636982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134478 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16369840.000000 Penalty: 5858.619629
	Iteration 30Q: 3 clusters Score -1.636984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -16369860.000000 Penalty: 5858.619629
	Iteration 31Q: 3 clusters Score -1.636986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134478 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16369884.000000 Penalty: 5858.619629
	Iteration 32Q: 3 clusters Score -1.636988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -16369886.000000 Penalty: 5858.619629
	Iteration 33Q: 3 clusters Score -1.636989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134473 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16369916.000000 Penalty: 5858.619629
	Iteration 34Q: 3 clusters Score -1.636992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134467 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -16369939.000000 Penalty: 5858.619629
	Iteration 35Q: 3 clusters Score -1.636994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134463 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -16369948.000000 Penalty: 5858.619629
	Iteration 36Q: 3 clusters Score -1.636995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134456 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -16369977.000000 Penalty: 5858.619629
	Iteration 37Q: 3 clusters Score -1.636998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134455 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -16369983.000000 Penalty: 5858.619629
	Iteration 38Q: 3 clusters Score -1.636998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134453 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16369991.000000 Penalty: 5858.619629
	Iteration 39Q: 3 clusters Score -1.636999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -16370015.000000 Penalty: 5858.619629
	Iteration 40F: 3 clusters Score -1.637002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -16370044.000000 Penalty: 5858.619629
	Iteration 41Q: 3 clusters Score -1.637004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134453 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16370078.000000 Penalty: 5858.619629
	Iteration 42Q: 3 clusters Score -1.637008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134454 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -16370093.000000 Penalty: 5858.619629
	Iteration 43Q: 3 clusters Score -1.637009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16370114.000000 Penalty: 5858.619629
	Iteration 44Q: 3 clusters Score -1.637011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134435 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -16370106.000000 Penalty: 5858.619629
	Iteration 45Q: 3 clusters Score -1.637011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134434 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -16370105.000000 Penalty: 5858.619629
	Iteration 46Q: 3 clusters Score -1.63701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134430 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -16370126.000000 Penalty: 5858.619629
	Iteration 47Q: 3 clusters Score -1.637013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134426 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -16370135.000000 Penalty: 5858.619629
	Iteration 48Q: 3 clusters Score -1.637014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134420 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -16370154.000000 Penalty: 5858.619629
	Iteration 49Q: 3 clusters Score -1.637015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134415 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -16370157.000000 Penalty: 5858.619629
	Iteration 50Q: 3 clusters Score -1.637016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134411 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -16370157.000000 Penalty: 5858.619629
	Iteration 51Q: 3 clusters Score -1.637016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134410 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -16370159.000000 Penalty: 5858.619629
	Iteration 52Q: 3 clusters Score -1.637016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134410 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -16370159.000000 Penalty: 5858.619629
	Iteration 53F: 3 clusters Score -1.637016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -771986.625000 Penalty: 2174.181641
	Iteration 0F: 2 clusters Score -771986.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -766561.937500 Penalty: 4348.363281
	Iteration 0F: 3 clusters Score -766561.9 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -767886.125000 Penalty: 4348.363281
	Iteration 1F: 3 clusters Score -767886.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -768129.312500 Penalty: 4348.363281
	Iteration 2F: 3 clusters Score -768129.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -768306.125000 Penalty: 4348.363281
	Iteration 3F: 3 clusters Score -768306.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -768451.625000 Penalty: 4348.363281
	Iteration 4Q: 3 clusters Score -768451.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -768584.250000 Penalty: 4348.363281
	Iteration 5Q: 3 clusters Score -768584.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -768733.625000 Penalty: 4348.363281
	Iteration 6Q: 3 clusters Score -768733.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -768885.625000 Penalty: 4348.363281
	Iteration 7Q: 3 clusters Score -768885.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -769053.312500 Penalty: 4348.363281
	Iteration 8Q: 3 clusters Score -769053.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -769223.875000 Penalty: 4348.363281
	Iteration 9Q: 3 clusters Score -769223.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -769370.937500 Penalty: 4348.363281
	Iteration 10Q: 3 clusters Score -769370.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -769506.375000 Penalty: 4348.363281
	Iteration 11Q: 3 clusters Score -769506.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -769644.312500 Penalty: 4348.363281
	Iteration 12Q: 3 clusters Score -769644.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -769760.312500 Penalty: 4348.363281
	Iteration 13Q: 3 clusters Score -769760.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -769847.062500 Penalty: 4348.363281
	Iteration 14Q: 3 clusters Score -769847.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -769914.125000 Penalty: 4348.363281
	Iteration 15Q: 3 clusters Score -769914.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -769973.062500 Penalty: 4348.363281
	Iteration 16Q: 3 clusters Score -769973.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -770017.500000 Penalty: 4348.363281
	Iteration 17Q: 3 clusters Score -770017.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -770041.125000 Penalty: 4348.363281
	Iteration 18Q: 3 clusters Score -770041.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -770056.812500 Penalty: 4348.363281
	Iteration 19Q: 3 clusters Score -770056.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -770069.312500 Penalty: 4348.363281
	Iteration 20F: 3 clusters Score -770069.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -770082.437500 Penalty: 4348.363281
	Iteration 21Q: 3 clusters Score -770082.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -770089.562500 Penalty: 4348.363281
	Iteration 22Q: 3 clusters Score -770089.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -770093.625000 Penalty: 4348.363281
	Iteration 23Q: 3 clusters Score -770093.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -770097.312500 Penalty: 4348.363281
	Iteration 24Q: 3 clusters Score -770097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -770098.125000 Penalty: 4348.363281
	Iteration 25Q: 3 clusters Score -770098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -770098.375000 Penalty: 4348.363281
	Iteration 26Q: 3 clusters Score -770098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -770102.250000 Penalty: 4348.363281
	Iteration 27Q: 3 clusters Score -770102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -770104.062500 Penalty: 4348.363281
	Iteration 28Q: 3 clusters Score -770104.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -770110.562500 Penalty: 4348.363281
	Iteration 29Q: 3 clusters Score -770110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -770112.812500 Penalty: 4348.363281
	Iteration 30Q: 3 clusters Score -770112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -770112.562500 Penalty: 4348.363281
	Iteration 31Q: 3 clusters Score -770112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -770114.562500 Penalty: 4348.363281
	Iteration 32Q: 3 clusters Score -770114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -770115.500000 Penalty: 4348.363281
	Iteration 33Q: 3 clusters Score -770115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -770115.500000 Penalty: 4348.363281
	Iteration 34F: 3 clusters Score -770115.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Entering Unmasked Estep 
Score: -2160833.250000 Penalty: 2421.770020
	Iteration 0F: 2 clusters Score -2160833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2148433.250000 Penalty: 4843.540039
	Iteration 0F: 3 clusters Score -2148433 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2152522.000000 Penalty: 4843.540039
	Iteration 1F: 3 clusters Score -2152522 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2152914.750000 Penalty: 4843.540039
	Iteration 2F: 3 clusters Score -2152915 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2153298.500000 Penalty: 4843.540039
	Iteration 3F: 3 clusters Score -2153298 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2153779.000000 Penalty: 4843.540039
	Iteration 4Q: 3 clusters Score -2153779 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2154478.500000 Penalty: 4843.540039
	Iteration 5F: 3 clusters Score -2154478 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2155550.750000 Penalty: 4843.540039
	Iteration 6F: 3 clusters Score -2155551 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2156631.500000 Penalty: 4843.540039
	Iteration 7F: 3 clusters Score -2156632 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2157409.000000 Penalty: 4843.540039
	Iteration 8F: 3 clusters Score -2157409 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2157904.000000 Penalty: 4843.540039
	Iteration 9Q: 3 clusters Score -2157904 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2158192.000000 Penalty: 4843.540039
	Iteration 10Q: 3 clusters Score -2158192 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2158372.250000 Penalty: 4843.540039
	Iteration 11Q: 3 clusters Score -2158372 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2158507.000000 Penalty: 4843.540039
	Iteration 12Q: 3 clusters Score -2158507 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2158630.750000 Penalty: 4843.540039
	Iteration 13Q: 3 clusters Score -2158631 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2158758.000000 Penalty: 4843.540039
	Iteration 14Q: 3 clusters Score -2158758 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2158886.000000 Penalty: 4843.540039
	Iteration 15Q: 3 clusters Score -2158886 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2158969.750000 Penalty: 4843.540039
	Iteration 16Q: 3 clusters Score -2158970 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2159018.000000 Penalty: 4843.540039
	Iteration 17Q: 3 clusters Score -2159018 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2159062.750000 Penalty: 4843.540039
	Iteration 18Q: 3 clusters Score -2159063 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2159088.500000 Penalty: 4843.540039
	Iteration 19Q: 3 clusters Score -2159088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2159112.000000 Penalty: 4843.540039
	Iteration 20F: 3 clusters Score -2159112 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2159144.750000 Penalty: 4843.540039
	Iteration 21Q: 3 clusters Score -2159145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2159164.500000 Penalty: 4843.540039
	Iteration 22Q: 3 clusters Score -2159164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2159165.250000 Penalty: 4843.540039
	Iteration 23Q: 3 clusters Score -2159165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2159177.500000 Penalty: 4843.540039
	Iteration 24Q: 3 clusters Score -2159178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2159188.000000 Penalty: 4843.540039
	Iteration 25Q: 3 clusters Score -2159188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2159202.500000 Penalty: 4843.540039
	Iteration 26Q: 3 clusters Score -2159202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2159217.750000 Penalty: 4843.540039
	Iteration 27Q: 3 clusters Score -2159218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2159228.250000 Penalty: 4843.540039
	Iteration 28Q: 3 clusters Score -2159228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2159254.500000 Penalty: 4843.540039
	Iteration 29Q: 3 clusters Score -2159254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2159270.000000 Penalty: 4843.540039
	Iteration 30Q: 3 clusters Score -2159270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2159281.750000 Penalty: 4843.540039
	Iteration 31Q: 3 clusters Score -2159282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2159302.000000 Penalty: 4843.540039
	Iteration 32Q: 3 clusters Score -2159302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2159317.750000 Penalty: 4843.540039
	Iteration 33Q: 3 clusters Score -2159318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2159333.750000 Penalty: 4843.540039
	Iteration 34Q: 3 clusters Score -2159334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2159343.750000 Penalty: 4843.540039
	Iteration 35Q: 3 clusters Score -2159344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2159350.750000 Penalty: 4843.540039
	Iteration 36Q: 3 clusters Score -2159351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2159356.750000 Penalty: 4843.540039
	Iteration 37Q: 3 clusters Score -2159357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2159363.500000 Penalty: 4843.540039
	Iteration 38Q: 3 clusters Score -2159364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2159368.250000 Penalty: 4843.540039
	Iteration 39Q: 3 clusters Score -2159368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2159373.750000 Penalty: 4843.540039
	Iteration 40F: 3 clusters Score -2159374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2159391.250000 Penalty: 4843.540039
	Iteration 41Q: 3 clusters Score -2159391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2159406.000000 Penalty: 4843.540039
	Iteration 42Q: 3 clusters Score -2159406 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2159425.000000 Penalty: 4843.540039
	Iteration 43Q: 3 clusters Score -2159425 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2159451.000000 Penalty: 4843.540039
	Iteration 44Q: 3 clusters Score -2159451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2159477.750000 Penalty: 4843.540039
	Iteration 45Q: 3 clusters Score -2159478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2159516.750000 Penalty: 4843.540039
	Iteration 46Q: 3 clusters Score -2159517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2159557.500000 Penalty: 4843.540039
	Iteration 47Q: 3 clusters Score -2159558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2159596.250000 Penalty: 4843.540039
	Iteration 48Q: 3 clusters Score -2159596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2159629.000000 Penalty: 4843.540039
	Iteration 49Q: 3 clusters Score -2159629 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2159673.000000 Penalty: 4843.540039
	Iteration 50Q: 3 clusters Score -2159673 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2159715.000000 Penalty: 4843.540039
	Iteration 51Q: 3 clusters Score -2159715 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2159751.750000 Penalty: 4843.540039
	Iteration 52Q: 3 clusters Score -2159752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2159768.750000 Penalty: 4843.540039
	Iteration 53Q: 3 clusters Score -2159769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2159782.250000 Penalty: 4843.540039
	Iteration 54Q: 3 clusters Score -2159782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2159792.500000 Penalty: 4843.540039
	Iteration 55Q: 3 clusters Score -2159792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2159804.250000 Penalty: 4843.540039
	Iteration 56Q: 3 clusters Score -2159804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2159804.250000 Penalty: 4843.540039
	Iteration 57Q: 3 clusters Score -2159804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2159807.250000 Penalty: 4843.540039
	Iteration 58Q: 3 clusters Score -2159807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2159818.000000 Penalty: 4843.540039
	Iteration 59Q: 3 clusters Score -2159818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2159823.000000 Penalty: 4843.540039
	Iteration 60F: 3 clusters Score -2159823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2159825.750000 Penalty: 4843.540039
	Iteration 61Q: 3 clusters Score -2159826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2159825.000000 Penalty: 4843.540039
	Iteration 62Q: 3 clusters Score -2159825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2159827.500000 Penalty: 4843.540039
	Iteration 63Q: 3 clusters Score -2159828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2159827.000000 Penalty: 4843.540039
	Iteration 64Q: 3 clusters Score -2159827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2159827.000000 Penalty: 4843.540039
	Iteration 65F: 3 clusters Score -2159827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Entering Unmasked Estep 
Score: -959157.750000 Penalty: 2228.917725
	Iteration 0F: 2 clusters Score -959157.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -952711.062500 Penalty: 4457.835449
	Iteration 0F: 3 clusters Score -952711.1 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -954508.187500 Penalty: 4457.835449
	Iteration 1F: 3 clusters Score -954508.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -954792.375000 Penalty: 4457.835449
	Iteration 2F: 3 clusters Score -954792.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -955010.500000 Penalty: 4457.835449
	Iteration 3F: 3 clusters Score -955010.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -955168.437500 Penalty: 4457.835449
	Iteration 4Q: 3 clusters Score -955168.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -955283.312500 Penalty: 4457.835449
	Iteration 5Q: 3 clusters Score -955283.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -955378.250000 Penalty: 4457.835449
	Iteration 6Q: 3 clusters Score -955378.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -955465.937500 Penalty: 4457.835449
	Iteration 7Q: 3 clusters Score -955465.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -955558.562500 Penalty: 4457.835449
	Iteration 8Q: 3 clusters Score -955558.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -955651.437500 Penalty: 4457.835449
	Iteration 9Q: 3 clusters Score -955651.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -955781.562500 Penalty: 4457.835449
	Iteration 10Q: 3 clusters Score -955781.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -955917.000000 Penalty: 4457.835449
	Iteration 11Q: 3 clusters Score -955917 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -956064.375000 Penalty: 4457.835449
	Iteration 12Q: 3 clusters Score -956064.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -956219.062500 Penalty: 4457.835449
	Iteration 13Q: 3 clusters Score -956219.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -956396.500000 Penalty: 4457.835449
	Iteration 14Q: 3 clusters Score -956396.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -956546.062500 Penalty: 4457.835449
	Iteration 15Q: 3 clusters Score -956546.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -956677.750000 Penalty: 4457.835449
	Iteration 16Q: 3 clusters Score -956677.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -956781.937500 Penalty: 4457.835449
	Iteration 17Q: 3 clusters Score -956781.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -956857.812500 Penalty: 4457.835449
	Iteration 18Q: 3 clusters Score -956857.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -956914.875000 Penalty: 4457.835449
	Iteration 19Q: 3 clusters Score -956914.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -956961.750000 Penalty: 4457.835449
	Iteration 20F: 3 clusters Score -956961.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -957010.437500 Penalty: 4457.835449
	Iteration 21Q: 3 clusters Score -957010.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -957045.812500 Penalty: 4457.835449
	Iteration 22Q: 3 clusters Score -957045.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -957084.062500 Penalty: 4457.835449
	Iteration 23Q: 3 clusters Score -957084.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -957114.062500 Penalty: 4457.835449
	Iteration 24Q: 3 clusters Score -957114.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -957129.750000 Penalty: 4457.835449
	Iteration 25Q: 3 clusters Score -957129.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -957140.875000 Penalty: 4457.835449
	Iteration 26Q: 3 clusters Score -957140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -957144.375000 Penalty: 4457.835449
	Iteration 27Q: 3 clusters Score -957144.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -957153.375000 Penalty: 4457.835449
	Iteration 28Q: 3 clusters Score -957153.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -957157.437500 Penalty: 4457.835449
	Iteration 29Q: 3 clusters Score -957157.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -957161.125000 Penalty: 4457.835449
	Iteration 30Q: 3 clusters Score -957161.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -957167.250000 Penalty: 4457.835449
	Iteration 31Q: 3 clusters Score -957167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -957169.562500 Penalty: 4457.835449
	Iteration 32Q: 3 clusters Score -957169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -957170.375000 Penalty: 4457.835449
	Iteration 33Q: 3 clusters Score -957170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -957172.937500 Penalty: 4457.835449
	Iteration 34Q: 3 clusters Score -957172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -957173.187500 Penalty: 4457.835449
	Iteration 35Q: 3 clusters Score -957173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -957173.625000 Penalty: 4457.835449
	Iteration 36Q: 3 clusters Score -957173.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -957173.312500 Penalty: 4457.835449
	Iteration 37Q: 3 clusters Score -957173.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -957173.312500 Penalty: 4457.835449
	Iteration 38F: 3 clusters Score -957173.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Entering Unmasked Estep 
Score: -1781476.375000 Penalty: 2384.388916
	Iteration 0F: 2 clusters Score -1781476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1770734.250000 Penalty: 4768.777832
	Iteration 0F: 3 clusters Score -1770734 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1774037.250000 Penalty: 4768.777832
	Iteration 1F: 3 clusters Score -1774037 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1774430.875000 Penalty: 4768.777832
	Iteration 2F: 3 clusters Score -1774431 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1774796.000000 Penalty: 4768.777832
	Iteration 3F: 3 clusters Score -1774796 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1775152.125000 Penalty: 4768.777832
	Iteration 4Q: 3 clusters Score -1775152 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1775460.875000 Penalty: 4768.777832
	Iteration 5Q: 3 clusters Score -1775461 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1775769.500000 Penalty: 4768.777832
	Iteration 6Q: 3 clusters Score -1775770 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1776116.750000 Penalty: 4768.777832
	Iteration 7Q: 3 clusters Score -1776117 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1776464.875000 Penalty: 4768.777832
	Iteration 8Q: 3 clusters Score -1776465 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1776758.500000 Penalty: 4768.777832
	Iteration 9Q: 3 clusters Score -1776758 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1777053.125000 Penalty: 4768.777832
	Iteration 10Q: 3 clusters Score -1777053 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1777312.625000 Penalty: 4768.777832
	Iteration 11Q: 3 clusters Score -1777313 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1777588.375000 Penalty: 4768.777832
	Iteration 12Q: 3 clusters Score -1777588 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1777882.875000 Penalty: 4768.777832
	Iteration 13Q: 3 clusters Score -1777883 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1778200.250000 Penalty: 4768.777832
	Iteration 14Q: 3 clusters Score -1778200 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1778479.000000 Penalty: 4768.777832
	Iteration 15Q: 3 clusters Score -1778479 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1778718.125000 Penalty: 4768.777832
	Iteration 16Q: 3 clusters Score -1778718 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1778949.750000 Penalty: 4768.777832
	Iteration 17Q: 3 clusters Score -1778950 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1779158.500000 Penalty: 4768.777832
	Iteration 18Q: 3 clusters Score -1779158 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1779354.250000 Penalty: 4768.777832
	Iteration 19Q: 3 clusters Score -1779354 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1779505.500000 Penalty: 4768.777832
	Iteration 20F: 3 clusters Score -1779506 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1779647.625000 Penalty: 4768.777832
	Iteration 21Q: 3 clusters Score -1779648 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1779755.750000 Penalty: 4768.777832
	Iteration 22Q: 3 clusters Score -1779756 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1779827.125000 Penalty: 4768.777832
	Iteration 23Q: 3 clusters Score -1779827 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1779890.375000 Penalty: 4768.777832
	Iteration 24Q: 3 clusters Score -1779890 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1779961.625000 Penalty: 4768.777832
	Iteration 25Q: 3 clusters Score -1779962 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1780050.250000 Penalty: 4768.777832
	Iteration 26Q: 3 clusters Score -1780050 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1780150.625000 Penalty: 4768.777832
	Iteration 27Q: 3 clusters Score -1780151 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1780287.375000 Penalty: 4768.777832
	Iteration 28Q: 3 clusters Score -1780287 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1780456.750000 Penalty: 4768.777832
	Iteration 29Q: 3 clusters Score -1780457 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1780657.875000 Penalty: 4768.777832
	Iteration 30Q: 3 clusters Score -1780658 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1780853.750000 Penalty: 4768.777832
	Iteration 31Q: 3 clusters Score -1780854 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1780986.000000 Penalty: 4768.777832
	Iteration 32Q: 3 clusters Score -1780986 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1781046.875000 Penalty: 4768.777832
	Iteration 33Q: 3 clusters Score -1781047 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1781080.375000 Penalty: 4768.777832
	Iteration 34Q: 3 clusters Score -1781080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1781110.875000 Penalty: 4768.777832
	Iteration 35Q: 3 clusters Score -1781111 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1781141.875000 Penalty: 4768.777832
	Iteration 36Q: 3 clusters Score -1781142 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1781165.000000 Penalty: 4768.777832
	Iteration 37Q: 3 clusters Score -1781165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1781179.625000 Penalty: 4768.777832
	Iteration 38Q: 3 clusters Score -1781180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1781196.250000 Penalty: 4768.777832
	Iteration 39Q: 3 clusters Score -1781196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1781254.250000 Penalty: 4768.777832
	Iteration 40F: 3 clusters Score -1781254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1781317.000000 Penalty: 4768.777832
	Iteration 41Q: 3 clusters Score -1781317 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1781387.500000 Penalty: 4768.777832
	Iteration 42Q: 3 clusters Score -1781388 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1781442.875000 Penalty: 4768.777832
	Iteration 43Q: 3 clusters Score -1781443 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1781487.500000 Penalty: 4768.777832
	Iteration 44Q: 3 clusters Score -1781488 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1781523.375000 Penalty: 4768.777832
	Iteration 45Q: 3 clusters Score -1781523 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1781557.750000 Penalty: 4768.777832
	Iteration 46Q: 3 clusters Score -1781558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1781574.500000 Penalty: 4768.777832
	Iteration 47Q: 3 clusters Score -1781574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1781595.750000 Penalty: 4768.777832
	Iteration 48Q: 3 clusters Score -1781596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1781614.500000 Penalty: 4768.777832
	Iteration 49Q: 3 clusters Score -1781614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1781640.625000 Penalty: 4768.777832
	Iteration 50Q: 3 clusters Score -1781641 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1781675.125000 Penalty: 4768.777832
	Iteration 51Q: 3 clusters Score -1781675 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1781700.625000 Penalty: 4768.777832
	Iteration 52Q: 3 clusters Score -1781701 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1781733.625000 Penalty: 4768.777832
	Iteration 53Q: 3 clusters Score -1781734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1781757.375000 Penalty: 4768.777832
	Iteration 54Q: 3 clusters Score -1781757 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1781780.875000 Penalty: 4768.777832
	Iteration 55Q: 3 clusters Score -1781781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1781794.750000 Penalty: 4768.777832
	Iteration 56Q: 3 clusters Score -1781795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1781800.625000 Penalty: 4768.777832
	Iteration 57Q: 3 clusters Score -1781801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1781811.125000 Penalty: 4768.777832
	Iteration 58Q: 3 clusters Score -1781811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1781809.375000 Penalty: 4768.777832
	Iteration 59Q: 3 clusters Score -1781809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1781869.500000 Penalty: 4768.777832
	Iteration 60F: 3 clusters Score -1781870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1781918.500000 Penalty: 4768.777832
	Iteration 61Q: 3 clusters Score -1781918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1781957.125000 Penalty: 4768.777832
	Iteration 62Q: 3 clusters Score -1781957 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1781994.125000 Penalty: 4768.777832
	Iteration 63Q: 3 clusters Score -1781994 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1782024.750000 Penalty: 4768.777832
	Iteration 64Q: 3 clusters Score -1782025 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1782046.375000 Penalty: 4768.777832
	Iteration 65Q: 3 clusters Score -1782046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1782061.625000 Penalty: 4768.777832
	Iteration 66Q: 3 clusters Score -1782062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1782062.375000 Penalty: 4768.777832
	Iteration 67Q: 3 clusters Score -1782062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1782071.375000 Penalty: 4768.777832
	Iteration 68Q: 3 clusters Score -1782071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1782075.625000 Penalty: 4768.777832
	Iteration 69Q: 3 clusters Score -1782076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1782083.750000 Penalty: 4768.777832
	Iteration 70Q: 3 clusters Score -1782084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1782091.375000 Penalty: 4768.777832
	Iteration 71Q: 3 clusters Score -1782091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1782092.375000 Penalty: 4768.777832
	Iteration 72Q: 3 clusters Score -1782092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1782092.625000 Penalty: 4768.777832
	Iteration 73Q: 3 clusters Score -1782093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1782097.250000 Penalty: 4768.777832
	Iteration 74Q: 3 clusters Score -1782097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1782100.500000 Penalty: 4768.777832
	Iteration 75Q: 3 clusters Score -1782100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1782102.250000 Penalty: 4768.777832
	Iteration 76Q: 3 clusters Score -1782102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1782105.375000 Penalty: 4768.777832
	Iteration 77Q: 3 clusters Score -1782105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1782106.250000 Penalty: 4768.777832
	Iteration 78Q: 3 clusters Score -1782106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1782107.000000 Penalty: 4768.777832
	Iteration 79Q: 3 clusters Score -1782107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1782107.750000 Penalty: 4768.777832
	Iteration 80F: 3 clusters Score -1782108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1782103.625000 Penalty: 4768.777832
	Iteration 81Q: 3 clusters Score -1782104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1782105.000000 Penalty: 4768.777832
	Iteration 82Q: 3 clusters Score -1782105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1782107.375000 Penalty: 4768.777832
	Iteration 83Q: 3 clusters Score -1782107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1782106.875000 Penalty: 4768.777832
	Iteration 84Q: 3 clusters Score -1782107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1782108.625000 Penalty: 4768.777832
	Iteration 85Q: 3 clusters Score -1782109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1782106.500000 Penalty: 4768.777832
	Iteration 86Q: 3 clusters Score -1782106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1782108.750000 Penalty: 4768.777832
	Iteration 87Q: 3 clusters Score -1782109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1782113.000000 Penalty: 4768.777832
	Iteration 88Q: 3 clusters Score -1782113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1782108.750000 Penalty: 4768.777832
	Iteration 89Q: 3 clusters Score -1782109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1782111.375000 Penalty: 4768.777832
	Iteration 90Q: 3 clusters Score -1782111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1782113.875000 Penalty: 4768.777832
	Iteration 91Q: 3 clusters Score -1782114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1782113.625000 Penalty: 4768.777832
	Iteration 92Q: 3 clusters Score -1782114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1782115.375000 Penalty: 4768.777832
	Iteration 93Q: 3 clusters Score -1782115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1782116.625000 Penalty: 4768.777832
	Iteration 94Q: 3 clusters Score -1782117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1782112.500000 Penalty: 4768.777832
	Iteration 95Q: 3 clusters Score -1782112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1782113.875000 Penalty: 4768.777832
	Iteration 96Q: 3 clusters Score -1782114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1782110.500000 Penalty: 4768.777832
	Iteration 97Q: 3 clusters Score -1782110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1782112.625000 Penalty: 4768.777832
	Iteration 98Q: 3 clusters Score -1782113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1782112.750000 Penalty: 4768.777832
	Iteration 99Q: 3 clusters Score -1782113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1782114.125000 Penalty: 4768.777832
	Iteration 100F: 3 clusters Score -1782114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1782113.000000 Penalty: 4768.777832
	Iteration 101Q: 3 clusters Score -1782113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1782113.375000 Penalty: 4768.777832
	Iteration 102Q: 3 clusters Score -1782113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1782113.750000 Penalty: 4768.777832
	Iteration 103Q: 3 clusters Score -1782114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1782113.750000 Penalty: 4768.777832
	Iteration 104F: 3 clusters Score -1782114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1913 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 21753 members 
Mstep: Class 9 contains 234330 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81298 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 134825 members 
Mstep: Class 19 contains 6418 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8003 members 
Mstep: Class 22 contains 9766 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4868 members 
Mstep: Class 28 contains 95098 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 3521 members 
Mstep: Class 31 contains 18594 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10238 members 
Mstep: Class 35 contains 41187 members 
Mstep: Class 36 contains 92063 members 
Mstep: Class 37 contains 17041 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26812 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6138 members 
Mstep: Class 42 contains 40874 members 
Mstep: Class 43 contains 1425 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1247 members 
Mstep: Class 49 contains 18106 members 
Mstep: Class 50 contains 91890 members 
Mstep: Class 51 contains 4704 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6051 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15687 members 
Mstep: Class 58 contains 3025 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10691 members 
Mstep: Class 62 contains 7151 members 
Mstep: Class 63 contains 5648 members 
Mstep: Class 64 contains 24088 members 
Mstep: Class 65 contains 8236 members 
Mstep: Class 66 contains 10455 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12560 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10727 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4188 members 
Mstep: Class 74 contains 2058 members 
Mstep: Class 75 contains 1357 members 
Mstep: Class 76 contains 3423 members 
Mstep: Class 77 contains 5878 members 
Mstep: Class 78 contains 12119 members 
Mstep: Class 79 contains 2950 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4948 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 849 members 
Mstep: Class 85 contains 5214 members 
Entering Unmasked Estep 
Score: -154535680.000000 Penalty: 296974.000000
Splitting cluster 22 changes total score from -154536352.000000 to -154535680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (6317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Entering Unmasked Estep 
Score: -726896.250000 Penalty: 2170.247803
	Iteration 0F: 2 clusters Score -726896.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -721534.125000 Penalty: 4340.495605
	Iteration 0F: 3 clusters Score -721534.1 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -722901.500000 Penalty: 4340.495605
	Iteration 1F: 3 clusters Score -722901.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -723199.250000 Penalty: 4340.495605
	Iteration 2F: 3 clusters Score -723199.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -723436.750000 Penalty: 4340.495605
	Iteration 3F: 3 clusters Score -723436.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -723666.812500 Penalty: 4340.495605
	Iteration 4Q: 3 clusters Score -723666.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -723845.625000 Penalty: 4340.495605
	Iteration 5Q: 3 clusters Score -723845.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -723990.625000 Penalty: 4340.495605
	Iteration 6Q: 3 clusters Score -723990.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -724128.812500 Penalty: 4340.495605
	Iteration 7Q: 3 clusters Score -724128.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -724276.125000 Penalty: 4340.495605
	Iteration 8Q: 3 clusters Score -724276.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -724438.125000 Penalty: 4340.495605
	Iteration 9Q: 3 clusters Score -724438.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -724605.437500 Penalty: 4340.495605
	Iteration 10Q: 3 clusters Score -724605.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -724786.062500 Penalty: 4340.495605
	Iteration 11Q: 3 clusters Score -724786.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -725000.625000 Penalty: 4340.495605
	Iteration 12Q: 3 clusters Score -725000.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -725145.250000 Penalty: 4340.495605
	Iteration 13Q: 3 clusters Score -725145.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -725244.500000 Penalty: 4340.495605
	Iteration 14Q: 3 clusters Score -725244.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -725291.937500 Penalty: 4340.495605
	Iteration 15Q: 3 clusters Score -725291.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -725330.250000 Penalty: 4340.495605
	Iteration 16Q: 3 clusters Score -725330.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -725358.125000 Penalty: 4340.495605
	Iteration 17Q: 3 clusters Score -725358.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -725390.500000 Penalty: 4340.495605
	Iteration 18Q: 3 clusters Score -725390.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -725412.125000 Penalty: 4340.495605
	Iteration 19Q: 3 clusters Score -725412.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -725436.312500 Penalty: 4340.495605
	Iteration 20F: 3 clusters Score -725436.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -725459.375000 Penalty: 4340.495605
	Iteration 21Q: 3 clusters Score -725459.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -725486.250000 Penalty: 4340.495605
	Iteration 22Q: 3 clusters Score -725486.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -725511.937500 Penalty: 4340.495605
	Iteration 23Q: 3 clusters Score -725511.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -725537.250000 Penalty: 4340.495605
	Iteration 24Q: 3 clusters Score -725537.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -725561.500000 Penalty: 4340.495605
	Iteration 25Q: 3 clusters Score -725561.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -725583.812500 Penalty: 4340.495605
	Iteration 26Q: 3 clusters Score -725583.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -725607.437500 Penalty: 4340.495605
	Iteration 27Q: 3 clusters Score -725607.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -725628.312500 Penalty: 4340.495605
	Iteration 28Q: 3 clusters Score -725628.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -725648.812500 Penalty: 4340.495605
	Iteration 29Q: 3 clusters Score -725648.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -725664.937500 Penalty: 4340.495605
	Iteration 30Q: 3 clusters Score -725664.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -725693.250000 Penalty: 4340.495605
	Iteration 31Q: 3 clusters Score -725693.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -725721.500000 Penalty: 4340.495605
	Iteration 32Q: 3 clusters Score -725721.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -725751.062500 Penalty: 4340.495605
	Iteration 33Q: 3 clusters Score -725751.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -725786.437500 Penalty: 4340.495605
	Iteration 34Q: 3 clusters Score -725786.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -725815.437500 Penalty: 4340.495605
	Iteration 35Q: 3 clusters Score -725815.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -725849.875000 Penalty: 4340.495605
	Iteration 36Q: 3 clusters Score -725849.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -725879.375000 Penalty: 4340.495605
	Iteration 37Q: 3 clusters Score -725879.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -725910.812500 Penalty: 4340.495605
	Iteration 38Q: 3 clusters Score -725910.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -725938.625000 Penalty: 4340.495605
	Iteration 39Q: 3 clusters Score -725938.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -725955.437500 Penalty: 4340.495605
	Iteration 40F: 3 clusters Score -725955.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -725972.750000 Penalty: 4340.495605
	Iteration 41Q: 3 clusters Score -725972.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -725981.500000 Penalty: 4340.495605
	Iteration 42Q: 3 clusters Score -725981.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -725993.625000 Penalty: 4340.495605
	Iteration 43Q: 3 clusters Score -725993.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -726001.062500 Penalty: 4340.495605
	Iteration 44Q: 3 clusters Score -726001.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -726009.937500 Penalty: 4340.495605
	Iteration 45Q: 3 clusters Score -726009.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -726016.375000 Penalty: 4340.495605
	Iteration 46Q: 3 clusters Score -726016.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -726020.312500 Penalty: 4340.495605
	Iteration 47Q: 3 clusters Score -726020.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -726024.125000 Penalty: 4340.495605
	Iteration 48Q: 3 clusters Score -726024.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -726028.812500 Penalty: 4340.495605
	Iteration 49Q: 3 clusters Score -726028.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -726034.375000 Penalty: 4340.495605
	Iteration 50Q: 3 clusters Score -726034.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -726039.125000 Penalty: 4340.495605
	Iteration 51Q: 3 clusters Score -726039.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -726048.875000 Penalty: 4340.495605
	Iteration 52Q: 3 clusters Score -726048.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -726055.375000 Penalty: 4340.495605
	Iteration 53Q: 3 clusters Score -726055.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -726060.937500 Penalty: 4340.495605
	Iteration 54Q: 3 clusters Score -726060.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -726063.687500 Penalty: 4340.495605
	Iteration 55Q: 3 clusters Score -726063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -726066.000000 Penalty: 4340.495605
	Iteration 56Q: 3 clusters Score -726066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -726065.937500 Penalty: 4340.495605
	Iteration 57Q: 3 clusters Score -726065.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -726065.750000 Penalty: 4340.495605
	Iteration 58Q: 3 clusters Score -726065.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -726065.750000 Penalty: 4340.495605
	Iteration 59F: 3 clusters Score -726065.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Entering Unmasked Estep 
Score: -332802.875000 Penalty: 1966.691162
	Iteration 0F: 2 clusters Score -332802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -329720.281250 Penalty: 3933.382324
	Iteration 0F: 3 clusters Score -329720.3 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -330337.031250 Penalty: 3933.382324
	Iteration 1F: 3 clusters Score -330337 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -330495.718750 Penalty: 3933.382324
	Iteration 2F: 3 clusters Score -330495.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -330586.875000 Penalty: 3933.382324
	Iteration 3Q: 3 clusters Score -330586.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -330658.906250 Penalty: 3933.382324
	Iteration 4Q: 3 clusters Score -330658.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -330707.468750 Penalty: 3933.382324
	Iteration 5Q: 3 clusters Score -330707.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -330749.906250 Penalty: 3933.382324
	Iteration 6Q: 3 clusters Score -330749.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -330776.000000 Penalty: 3933.382324
	Iteration 7Q: 3 clusters Score -330776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -330802.468750 Penalty: 3933.382324
	Iteration 8Q: 3 clusters Score -330802.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -330824.843750 Penalty: 3933.382324
	Iteration 9Q: 3 clusters Score -330824.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -330849.687500 Penalty: 3933.382324
	Iteration 10Q: 3 clusters Score -330849.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -330864.687500 Penalty: 3933.382324
	Iteration 11Q: 3 clusters Score -330864.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -330875.218750 Penalty: 3933.382324
	Iteration 12Q: 3 clusters Score -330875.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -330882.187500 Penalty: 3933.382324
	Iteration 13Q: 3 clusters Score -330882.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -330888.812500 Penalty: 3933.382324
	Iteration 14Q: 3 clusters Score -330888.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -330893.781250 Penalty: 3933.382324
	Iteration 15Q: 3 clusters Score -330893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -330896.187500 Penalty: 3933.382324
	Iteration 16Q: 3 clusters Score -330896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -330898.437500 Penalty: 3933.382324
	Iteration 17Q: 3 clusters Score -330898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -330900.562500 Penalty: 3933.382324
	Iteration 18Q: 3 clusters Score -330900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -330900.875000 Penalty: 3933.382324
	Iteration 19Q: 3 clusters Score -330900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -330902.187500 Penalty: 3933.382324
	Iteration 20F: 3 clusters Score -330902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -330904.250000 Penalty: 3933.382324
	Iteration 21Q: 3 clusters Score -330904.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -330905.281250 Penalty: 3933.382324
	Iteration 22Q: 3 clusters Score -330905.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -330906.812500 Penalty: 3933.382324
	Iteration 23Q: 3 clusters Score -330906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -330907.937500 Penalty: 3933.382324
	Iteration 24Q: 3 clusters Score -330907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -330908.000000 Penalty: 3933.382324
	Iteration 25Q: 3 clusters Score -330908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -330908.562500 Penalty: 3933.382324
	Iteration 26Q: 3 clusters Score -330908.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -330908.562500 Penalty: 3933.382324
	Iteration 27F: 3 clusters Score -330908.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -330757.312500 Penalty: 1973.206177
	Iteration 0F: 2 clusters Score -330757.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -327532.250000 Penalty: 3946.412354
	Iteration 0F: 3 clusters Score -327532.2 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -328222.281250 Penalty: 3946.412354
	Iteration 1F: 3 clusters Score -328222.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -328443.375000 Penalty: 3946.412354
	Iteration 2F: 3 clusters Score -328443.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -328572.312500 Penalty: 3946.412354
	Iteration 3F: 3 clusters Score -328572.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -328692.343750 Penalty: 3946.412354
	Iteration 4Q: 3 clusters Score -328692.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -328778.031250 Penalty: 3946.412354
	Iteration 5Q: 3 clusters Score -328778 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -328871.812500 Penalty: 3946.412354
	Iteration 6Q: 3 clusters Score -328871.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -328981.781250 Penalty: 3946.412354
	Iteration 7Q: 3 clusters Score -328981.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -329104.031250 Penalty: 3946.412354
	Iteration 8Q: 3 clusters Score -329104 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -329220.062500 Penalty: 3946.412354
	Iteration 9Q: 3 clusters Score -329220.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -329312.000000 Penalty: 3946.412354
	Iteration 10Q: 3 clusters Score -329312 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -329367.968750 Penalty: 3946.412354
	Iteration 11Q: 3 clusters Score -329368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -329402.031250 Penalty: 3946.412354
	Iteration 12Q: 3 clusters Score -329402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -329427.968750 Penalty: 3946.412354
	Iteration 13Q: 3 clusters Score -329428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -329441.937500 Penalty: 3946.412354
	Iteration 14Q: 3 clusters Score -329441.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -329457.625000 Penalty: 3946.412354
	Iteration 15Q: 3 clusters Score -329457.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -329467.750000 Penalty: 3946.412354
	Iteration 16Q: 3 clusters Score -329467.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -329476.343750 Penalty: 3946.412354
	Iteration 17Q: 3 clusters Score -329476.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -329483.156250 Penalty: 3946.412354
	Iteration 18Q: 3 clusters Score -329483.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -329490.375000 Penalty: 3946.412354
	Iteration 19Q: 3 clusters Score -329490.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -329496.781250 Penalty: 3946.412354
	Iteration 20F: 3 clusters Score -329496.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -329503.656250 Penalty: 3946.412354
	Iteration 21Q: 3 clusters Score -329503.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -329510.562500 Penalty: 3946.412354
	Iteration 22Q: 3 clusters Score -329510.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -329523.937500 Penalty: 3946.412354
	Iteration 23Q: 3 clusters Score -329523.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -329527.156250 Penalty: 3946.412354
	Iteration 24Q: 3 clusters Score -329527.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -329529.000000 Penalty: 3946.412354
	Iteration 25Q: 3 clusters Score -329529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -329531.156250 Penalty: 3946.412354
	Iteration 26Q: 3 clusters Score -329531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -329531.250000 Penalty: 3946.412354
	Iteration 27Q: 3 clusters Score -329531.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -329531.250000 Penalty: 3946.412354
	Iteration 28F: 3 clusters Score -329531.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -172710.890625 Penalty: 1807.992554
	Iteration 0F: 2 clusters Score -172710.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -170446.750000 Penalty: 3615.985107
	Iteration 0F: 3 clusters Score -170446.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -170794.406250 Penalty: 3615.985107
	Iteration 1F: 3 clusters Score -170794.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -170908.109375 Penalty: 3615.985107
	Iteration 2F: 3 clusters Score -170908.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -170994.906250 Penalty: 3615.985107
	Iteration 3Q: 3 clusters Score -170994.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -171043.671875 Penalty: 3615.985107
	Iteration 4Q: 3 clusters Score -171043.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -171076.906250 Penalty: 3615.985107
	Iteration 5Q: 3 clusters Score -171076.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -171092.515625 Penalty: 3615.985107
	Iteration 6Q: 3 clusters Score -171092.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -171106.578125 Penalty: 3615.985107
	Iteration 7Q: 3 clusters Score -171106.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -171119.359375 Penalty: 3615.985107
	Iteration 8Q: 3 clusters Score -171119.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -171132.437500 Penalty: 3615.985107
	Iteration 9Q: 3 clusters Score -171132.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -171142.859375 Penalty: 3615.985107
	Iteration 10Q: 3 clusters Score -171142.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -171158.359375 Penalty: 3615.985107
	Iteration 11Q: 3 clusters Score -171158.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -171174.875000 Penalty: 3615.985107
	Iteration 12Q: 3 clusters Score -171174.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -171191.671875 Penalty: 3615.985107
	Iteration 13Q: 3 clusters Score -171191.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -171199.062500 Penalty: 3615.985107
	Iteration 14Q: 3 clusters Score -171199.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -171209.578125 Penalty: 3615.985107
	Iteration 15Q: 3 clusters Score -171209.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -171215.578125 Penalty: 3615.985107
	Iteration 16Q: 3 clusters Score -171215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -171219.812500 Penalty: 3615.985107
	Iteration 17Q: 3 clusters Score -171219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -171224.515625 Penalty: 3615.985107
	Iteration 18Q: 3 clusters Score -171224.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -171229.203125 Penalty: 3615.985107
	Iteration 19Q: 3 clusters Score -171229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -171230.937500 Penalty: 3615.985107
	Iteration 20F: 3 clusters Score -171230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -171234.828125 Penalty: 3615.985107
	Iteration 21Q: 3 clusters Score -171234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -171238.218750 Penalty: 3615.985107
	Iteration 22Q: 3 clusters Score -171238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -171238.484375 Penalty: 3615.985107
	Iteration 23Q: 3 clusters Score -171238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -171239.078125 Penalty: 3615.985107
	Iteration 24Q: 3 clusters Score -171239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -171240.203125 Penalty: 3615.985107
	Iteration 25Q: 3 clusters Score -171240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -171240.406250 Penalty: 3615.985107
	Iteration 26Q: 3 clusters Score -171240.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -171240.406250 Penalty: 3615.985107
	Iteration 27F: 3 clusters Score -171240.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Entering Unmasked Estep 
Score: -605176.625000 Penalty: 2105.628662
	Iteration 0F: 2 clusters Score -605176.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -600767.812500 Penalty: 4211.257324
	Iteration 0F: 3 clusters Score -600767.8 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -601862.250000 Penalty: 4211.257324
	Iteration 1F: 3 clusters Score -601862.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -602046.062500 Penalty: 4211.257324
	Iteration 2F: 3 clusters Score -602046.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -602172.312500 Penalty: 4211.257324
	Iteration 3Q: 3 clusters Score -602172.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -602286.125000 Penalty: 4211.257324
	Iteration 4Q: 3 clusters Score -602286.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -602380.250000 Penalty: 4211.257324
	Iteration 5Q: 3 clusters Score -602380.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -602472.062500 Penalty: 4211.257324
	Iteration 6Q: 3 clusters Score -602472.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -602556.187500 Penalty: 4211.257324
	Iteration 7Q: 3 clusters Score -602556.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -602628.250000 Penalty: 4211.257324
	Iteration 8Q: 3 clusters Score -602628.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -602725.375000 Penalty: 4211.257324
	Iteration 9Q: 3 clusters Score -602725.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -602834.875000 Penalty: 4211.257324
	Iteration 10Q: 3 clusters Score -602834.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -602956.125000 Penalty: 4211.257324
	Iteration 11Q: 3 clusters Score -602956.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -603078.125000 Penalty: 4211.257324
	Iteration 12Q: 3 clusters Score -603078.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -603222.500000 Penalty: 4211.257324
	Iteration 13Q: 3 clusters Score -603222.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -603360.125000 Penalty: 4211.257324
	Iteration 14Q: 3 clusters Score -603360.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -603466.062500 Penalty: 4211.257324
	Iteration 15Q: 3 clusters Score -603466.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -603566.125000 Penalty: 4211.257324
	Iteration 16Q: 3 clusters Score -603566.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -603663.250000 Penalty: 4211.257324
	Iteration 17Q: 3 clusters Score -603663.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -603742.062500 Penalty: 4211.257324
	Iteration 18Q: 3 clusters Score -603742.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -603807.875000 Penalty: 4211.257324
	Iteration 19Q: 3 clusters Score -603807.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -603852.625000 Penalty: 4211.257324
	Iteration 20F: 3 clusters Score -603852.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -603882.875000 Penalty: 4211.257324
	Iteration 21Q: 3 clusters Score -603882.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -603912.187500 Penalty: 4211.257324
	Iteration 22Q: 3 clusters Score -603912.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -603934.125000 Penalty: 4211.257324
	Iteration 23Q: 3 clusters Score -603934.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -603955.625000 Penalty: 4211.257324
	Iteration 24Q: 3 clusters Score -603955.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -603967.937500 Penalty: 4211.257324
	Iteration 25Q: 3 clusters Score -603967.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -603981.687500 Penalty: 4211.257324
	Iteration 26Q: 3 clusters Score -603981.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -603997.750000 Penalty: 4211.257324
	Iteration 27Q: 3 clusters Score -603997.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -604005.250000 Penalty: 4211.257324
	Iteration 28Q: 3 clusters Score -604005.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -604008.062500 Penalty: 4211.257324
	Iteration 29Q: 3 clusters Score -604008.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -604013.000000 Penalty: 4211.257324
	Iteration 30Q: 3 clusters Score -604013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -604016.625000 Penalty: 4211.257324
	Iteration 31Q: 3 clusters Score -604016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -604020.437500 Penalty: 4211.257324
	Iteration 32Q: 3 clusters Score -604020.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -604024.250000 Penalty: 4211.257324
	Iteration 33Q: 3 clusters Score -604024.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -604023.562500 Penalty: 4211.257324
	Iteration 34Q: 3 clusters Score -604023.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -604024.812500 Penalty: 4211.257324
	Iteration 35Q: 3 clusters Score -604024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -604025.937500 Penalty: 4211.257324
	Iteration 36Q: 3 clusters Score -604025.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -604026.812500 Penalty: 4211.257324
	Iteration 37Q: 3 clusters Score -604026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -604027.437500 Penalty: 4211.257324
	Iteration 38Q: 3 clusters Score -604027.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -604029.875000 Penalty: 4211.257324
	Iteration 39Q: 3 clusters Score -604029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -604030.375000 Penalty: 4211.257324
	Iteration 40F: 3 clusters Score -604030.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (95098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95098 members 
Entering Unmasked Estep 
Score: -11555743.000000 Penalty: 2842.740479
	Iteration 0F: 2 clusters Score -1.155574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -11492429.000000 Penalty: 5685.480957
	Iteration 0F: 3 clusters Score -1.149243e+07 nChanged 44814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -11517701.000000 Penalty: 5685.480957
	Iteration 1F: 3 clusters Score -1.15177e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -11518317.000000 Penalty: 5685.480957
	Iteration 2Q: 3 clusters Score -1.151832e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -11518957.000000 Penalty: 5685.480957
	Iteration 3Q: 3 clusters Score -1.151896e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -11519743.000000 Penalty: 5685.480957
	Iteration 4Q: 3 clusters Score -1.151974e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -11520769.000000 Penalty: 5685.480957
	Iteration 5Q: 3 clusters Score -1.152077e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -11521951.000000 Penalty: 5685.480957
	Iteration 6Q: 3 clusters Score -1.152195e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -11523448.000000 Penalty: 5685.480957
	Iteration 7Q: 3 clusters Score -1.152345e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -11525363.000000 Penalty: 5685.480957
	Iteration 8Q: 3 clusters Score -1.152536e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -11527489.000000 Penalty: 5685.480957
	Iteration 9Q: 3 clusters Score -1.152749e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 56494 members 
Entering Unmasked Estep 
Score: -11529875.000000 Penalty: 5685.480957
	Iteration 10Q: 3 clusters Score -1.152988e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -11532641.000000 Penalty: 5685.480957
	Iteration 11Q: 3 clusters Score -1.153264e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -11535669.000000 Penalty: 5685.480957
	Iteration 12F: 3 clusters Score -1.153567e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -11538681.000000 Penalty: 5685.480957
	Iteration 13F: 3 clusters Score -1.153868e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -11541831.000000 Penalty: 5685.480957
	Iteration 14Q: 3 clusters Score -1.154183e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 77671 members 
Entering Unmasked Estep 
Score: -11544756.000000 Penalty: 5685.480957
	Iteration 15Q: 3 clusters Score -1.154476e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 81441 members 
Entering Unmasked Estep 
Score: -11547203.000000 Penalty: 5685.480957
	Iteration 16Q: 3 clusters Score -1.15472e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 84565 members 
Entering Unmasked Estep 
Score: -11549135.000000 Penalty: 5685.480957
	Iteration 17Q: 3 clusters Score -1.154914e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 87007 members 
Entering Unmasked Estep 
Score: -11550610.000000 Penalty: 5685.480957
	Iteration 18Q: 3 clusters Score -1.155061e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -11551573.000000 Penalty: 5685.480957
	Iteration 19Q: 3 clusters Score -1.155157e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
Score: -11552191.000000 Penalty: 5685.480957
	Iteration 20F: 3 clusters Score -1.155219e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -11552595.000000 Penalty: 5685.480957
	Iteration 21Q: 3 clusters Score -1.15526e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 91664 members 
Entering Unmasked Estep 
Score: -11552829.000000 Penalty: 5685.480957
	Iteration 22Q: 3 clusters Score -1.155283e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -11553002.000000 Penalty: 5685.480957
	Iteration 23Q: 3 clusters Score -1.1553e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -11553135.000000 Penalty: 5685.480957
	Iteration 24Q: 3 clusters Score -1.155314e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -11553254.000000 Penalty: 5685.480957
	Iteration 25Q: 3 clusters Score -1.155325e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
Score: -11553328.000000 Penalty: 5685.480957
	Iteration 26Q: 3 clusters Score -1.155333e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 93002 members 
Entering Unmasked Estep 
Score: -11553368.000000 Penalty: 5685.480957
	Iteration 27Q: 3 clusters Score -1.155337e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -11553386.000000 Penalty: 5685.480957
	Iteration 28Q: 3 clusters Score -1.155339e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -11553423.000000 Penalty: 5685.480957
	Iteration 29Q: 3 clusters Score -1.155342e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 93215 members 
Entering Unmasked Estep 
Score: -11553455.000000 Penalty: 5685.480957
	Iteration 30Q: 3 clusters Score -1.155346e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -11553466.000000 Penalty: 5685.480957
	Iteration 31Q: 3 clusters Score -1.155347e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 93304 members 
Entering Unmasked Estep 
Score: -11553468.000000 Penalty: 5685.480957
	Iteration 32Q: 3 clusters Score -1.155347e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 93333 members 
Entering Unmasked Estep 
Score: -11553490.000000 Penalty: 5685.480957
	Iteration 33Q: 3 clusters Score -1.155349e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 93364 members 
Entering Unmasked Estep 
Score: -11553491.000000 Penalty: 5685.480957
	Iteration 34Q: 3 clusters Score -1.155349e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -11553502.000000 Penalty: 5685.480957
	Iteration 35Q: 3 clusters Score -1.15535e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 93422 members 
Entering Unmasked Estep 
Score: -11553504.000000 Penalty: 5685.480957
	Iteration 36Q: 3 clusters Score -1.15535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -11553514.000000 Penalty: 5685.480957
	Iteration 37Q: 3 clusters Score -1.155351e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 93474 members 
Entering Unmasked Estep 
Score: -11553520.000000 Penalty: 5685.480957
	Iteration 38Q: 3 clusters Score -1.155352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -11553526.000000 Penalty: 5685.480957
	Iteration 39Q: 3 clusters Score -1.155353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -11553536.000000 Penalty: 5685.480957
	Iteration 40F: 3 clusters Score -1.155354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 93528 members 
Entering Unmasked Estep 
Score: -11553539.000000 Penalty: 5685.480957
	Iteration 41Q: 3 clusters Score -1.155354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 93541 members 
Entering Unmasked Estep 
Score: -11553547.000000 Penalty: 5685.480957
	Iteration 42Q: 3 clusters Score -1.155355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 93558 members 
Entering Unmasked Estep 
Score: -11553540.000000 Penalty: 5685.480957
	Iteration 43Q: 3 clusters Score -1.155354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 93571 members 
Entering Unmasked Estep 
Score: -11553552.000000 Penalty: 5685.480957
	Iteration 44Q: 3 clusters Score -1.155355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -11553558.000000 Penalty: 5685.480957
	Iteration 45Q: 3 clusters Score -1.155356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -11553563.000000 Penalty: 5685.480957
	Iteration 46Q: 3 clusters Score -1.155356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -11553560.000000 Penalty: 5685.480957
	Iteration 47Q: 3 clusters Score -1.155356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -11553571.000000 Penalty: 5685.480957
	Iteration 48Q: 3 clusters Score -1.155357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 93603 members 
Entering Unmasked Estep 
Score: -11553570.000000 Penalty: 5685.480957
	Iteration 49Q: 3 clusters Score -1.155357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 93613 members 
Entering Unmasked Estep 
Score: -11553579.000000 Penalty: 5685.480957
	Iteration 50Q: 3 clusters Score -1.155358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 93618 members 
Entering Unmasked Estep 
Score: -11553576.000000 Penalty: 5685.480957
	Iteration 51Q: 3 clusters Score -1.155358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -11553573.000000 Penalty: 5685.480957
	Iteration 52Q: 3 clusters Score -1.155357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -11553578.000000 Penalty: 5685.480957
	Iteration 53Q: 3 clusters Score -1.155358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
Score: -11553577.000000 Penalty: 5685.480957
	Iteration 54Q: 3 clusters Score -1.155358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 93632 members 
Entering Unmasked Estep 
Score: -11553580.000000 Penalty: 5685.480957
	Iteration 55Q: 3 clusters Score -1.155358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 93636 members 
Entering Unmasked Estep 
Score: -11553576.000000 Penalty: 5685.480957
	Iteration 56Q: 3 clusters Score -1.155358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 93640 members 
Entering Unmasked Estep 
Score: -11553575.000000 Penalty: 5685.480957
	Iteration 57Q: 3 clusters Score -1.155358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -11553577.000000 Penalty: 5685.480957
	Iteration 58Q: 3 clusters Score -1.155358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -11553589.000000 Penalty: 5685.480957
	Iteration 59Q: 3 clusters Score -1.155359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 93652 members 
Entering Unmasked Estep 
Score: -11553584.000000 Penalty: 5685.480957
	Iteration 60F: 3 clusters Score -1.155358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 93653 members 
Entering Unmasked Estep 
Score: -11553588.000000 Penalty: 5685.480957
	Iteration 61Q: 3 clusters Score -1.155359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -11553590.000000 Penalty: 5685.480957
	Iteration 62Q: 3 clusters Score -1.155359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -11553588.000000 Penalty: 5685.480957
	Iteration 63Q: 3 clusters Score -1.155359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -11553589.000000 Penalty: 5685.480957
	Iteration 64Q: 3 clusters Score -1.155359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 93661 members 
Entering Unmasked Estep 
Score: -11553596.000000 Penalty: 5685.480957
	Iteration 65Q: 3 clusters Score -1.15536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 93661 members 
Entering Unmasked Estep 
Score: -11553596.000000 Penalty: 5685.480957
	Iteration 66Q: 3 clusters Score -1.15536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -11553598.000000 Penalty: 5685.480957
	Iteration 67Q: 3 clusters Score -1.15536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -11553593.000000 Penalty: 5685.480957
	Iteration 68Q: 3 clusters Score -1.155359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 93664 members 
Entering Unmasked Estep 
Score: -11553592.000000 Penalty: 5685.480957
	Iteration 69Q: 3 clusters Score -1.155359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 93664 members 
Entering Unmasked Estep 
Score: -11553592.000000 Penalty: 5685.480957
	Iteration 70F: 3 clusters Score -1.155359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -258962.453125 Penalty: 1837.315674
	Iteration 0F: 2 clusters Score -258962.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -256616.265625 Penalty: 3674.631348
	Iteration 0F: 3 clusters Score -256616.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -257229.562500 Penalty: 3674.631348
	Iteration 1F: 3 clusters Score -257229.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -257521.671875 Penalty: 3674.631348
	Iteration 2F: 3 clusters Score -257521.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -257771.625000 Penalty: 3674.631348
	Iteration 3F: 3 clusters Score -257771.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -257995.671875 Penalty: 3674.631348
	Iteration 4F: 3 clusters Score -257995.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -258129.437500 Penalty: 3674.631348
	Iteration 5F: 3 clusters Score -258129.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -258186.875000 Penalty: 3674.631348
	Iteration 6Q: 3 clusters Score -258186.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -258223.421875 Penalty: 3674.631348
	Iteration 7Q: 3 clusters Score -258223.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -258250.296875 Penalty: 3674.631348
	Iteration 8Q: 3 clusters Score -258250.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -258268.468750 Penalty: 3674.631348
	Iteration 9Q: 3 clusters Score -258268.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -258287.000000 Penalty: 3674.631348
	Iteration 10Q: 3 clusters Score -258287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -258301.562500 Penalty: 3674.631348
	Iteration 11Q: 3 clusters Score -258301.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -258310.390625 Penalty: 3674.631348
	Iteration 12Q: 3 clusters Score -258310.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -258312.828125 Penalty: 3674.631348
	Iteration 13Q: 3 clusters Score -258312.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -258320.078125 Penalty: 3674.631348
	Iteration 14Q: 3 clusters Score -258320.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -258325.437500 Penalty: 3674.631348
	Iteration 15Q: 3 clusters Score -258325.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -258331.562500 Penalty: 3674.631348
	Iteration 16Q: 3 clusters Score -258331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -258335.687500 Penalty: 3674.631348
	Iteration 17Q: 3 clusters Score -258335.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -258341.500000 Penalty: 3674.631348
	Iteration 18Q: 3 clusters Score -258341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -258345.281250 Penalty: 3674.631348
	Iteration 19Q: 3 clusters Score -258345.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -258349.953125 Penalty: 3674.631348
	Iteration 20F: 3 clusters Score -258350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -258351.359375 Penalty: 3674.631348
	Iteration 21Q: 3 clusters Score -258351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -258353.296875 Penalty: 3674.631348
	Iteration 22Q: 3 clusters Score -258353.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -258353.968750 Penalty: 3674.631348
	Iteration 23Q: 3 clusters Score -258354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -258362.703125 Penalty: 3674.631348
	Iteration 24Q: 3 clusters Score -258362.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -258366.734375 Penalty: 3674.631348
	Iteration 25Q: 3 clusters Score -258366.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -258372.390625 Penalty: 3674.631348
	Iteration 26Q: 3 clusters Score -258372.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -258387.984375 Penalty: 3674.631348
	Iteration 27Q: 3 clusters Score -258388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -258415.968750 Penalty: 3674.631348
	Iteration 28Q: 3 clusters Score -258416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -258439.687500 Penalty: 3674.631348
	Iteration 29Q: 3 clusters Score -258439.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -258456.609375 Penalty: 3674.631348
	Iteration 30Q: 3 clusters Score -258456.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -258472.765625 Penalty: 3674.631348
	Iteration 31Q: 3 clusters Score -258472.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -258483.531250 Penalty: 3674.631348
	Iteration 32Q: 3 clusters Score -258483.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -258491.796875 Penalty: 3674.631348
	Iteration 33Q: 3 clusters Score -258491.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -258500.390625 Penalty: 3674.631348
	Iteration 34Q: 3 clusters Score -258500.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -258509.171875 Penalty: 3674.631348
	Iteration 35Q: 3 clusters Score -258509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -258519.109375 Penalty: 3674.631348
	Iteration 36Q: 3 clusters Score -258519.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -258530.609375 Penalty: 3674.631348
	Iteration 37Q: 3 clusters Score -258530.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -258538.531250 Penalty: 3674.631348
	Iteration 38Q: 3 clusters Score -258538.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -258549.015625 Penalty: 3674.631348
	Iteration 39Q: 3 clusters Score -258549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -258559.250000 Penalty: 3674.631348
	Iteration 40F: 3 clusters Score -258559.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -258563.828125 Penalty: 3674.631348
	Iteration 41Q: 3 clusters Score -258563.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -258565.796875 Penalty: 3674.631348
	Iteration 42Q: 3 clusters Score -258565.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -258566.406250 Penalty: 3674.631348
	Iteration 43Q: 3 clusters Score -258566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -258566.859375 Penalty: 3674.631348
	Iteration 44Q: 3 clusters Score -258566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -258567.203125 Penalty: 3674.631348
	Iteration 45Q: 3 clusters Score -258567.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -258567.203125 Penalty: 3674.631348
	Iteration 46F: 3 clusters Score -258567.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -367604.937500 Penalty: 2025.291992
	Iteration 0F: 2 clusters Score -367604.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -364096.468750 Penalty: 4050.583984
	Iteration 0F: 3 clusters Score -364096.5 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -364963.437500 Penalty: 4050.583984
	Iteration 1F: 3 clusters Score -364963.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -365183.562500 Penalty: 4050.583984
	Iteration 2F: 3 clusters Score -365183.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -365320.875000 Penalty: 4050.583984
	Iteration 3F: 3 clusters Score -365320.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -365416.468750 Penalty: 4050.583984
	Iteration 4Q: 3 clusters Score -365416.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -365490.593750 Penalty: 4050.583984
	Iteration 5Q: 3 clusters Score -365490.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -365567.500000 Penalty: 4050.583984
	Iteration 6Q: 3 clusters Score -365567.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -365641.062500 Penalty: 4050.583984
	Iteration 7Q: 3 clusters Score -365641.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -365693.187500 Penalty: 4050.583984
	Iteration 8Q: 3 clusters Score -365693.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -365758.843750 Penalty: 4050.583984
	Iteration 9Q: 3 clusters Score -365758.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -365840.656250 Penalty: 4050.583984
	Iteration 10Q: 3 clusters Score -365840.7 nChanged 89
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: -365911.625000 Penalty: 4050.583984
	Iteration 11Q: 3 clusters Score -365911.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -365998.500000 Penalty: 4050.583984
	Iteration 12Q: 3 clusters Score -365998.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -366093.343750 Penalty: 4050.583984
	Iteration 13Q: 3 clusters Score -366093.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -366232.312500 Penalty: 4050.583984
	Iteration 14Q: 3 clusters Score -366232.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -366422.093750 Penalty: 4050.583984
	Iteration 15Q: 3 clusters Score -366422.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -366664.437500 Penalty: 4050.583984
	Iteration 16Q: 3 clusters Score -366664.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -366902.406250 Penalty: 4050.583984
	Iteration 17Q: 3 clusters Score -366902.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -367077.593750 Penalty: 4050.583984
	Iteration 18Q: 3 clusters Score -367077.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -367164.875000 Penalty: 4050.583984
	Iteration 19Q: 3 clusters Score -367164.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -367205.312500 Penalty: 4050.583984
	Iteration 20F: 3 clusters Score -367205.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -367227.468750 Penalty: 4050.583984
	Iteration 21Q: 3 clusters Score -367227.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -367245.312500 Penalty: 4050.583984
	Iteration 22Q: 3 clusters Score -367245.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -367259.000000 Penalty: 4050.583984
	Iteration 23Q: 3 clusters Score -367259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -367265.125000 Penalty: 4050.583984
	Iteration 24Q: 3 clusters Score -367265.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -367268.750000 Penalty: 4050.583984
	Iteration 25Q: 3 clusters Score -367268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -367270.468750 Penalty: 4050.583984
	Iteration 26Q: 3 clusters Score -367270.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -367270.843750 Penalty: 4050.583984
	Iteration 27Q: 3 clusters Score -367270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -367271.062500 Penalty: 4050.583984
	Iteration 28Q: 3 clusters Score -367271.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -367272.062500 Penalty: 4050.583984
	Iteration 29Q: 3 clusters Score -367272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -367273.718750 Penalty: 4050.583984
	Iteration 30Q: 3 clusters Score -367273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -367273.750000 Penalty: 4050.583984
	Iteration 31Q: 3 clusters Score -367273.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -367273.750000 Penalty: 4050.583984
	Iteration 32F: 3 clusters Score -367273.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Entering Unmasked Estep 
Score: -2227442.500000 Penalty: 2437.987305
	Iteration 0F: 2 clusters Score -2227442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2214317.750000 Penalty: 4875.974609
	Iteration 0F: 3 clusters Score -2214318 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2218690.250000 Penalty: 4875.974609
	Iteration 1F: 3 clusters Score -2218690 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2219200.500000 Penalty: 4875.974609
	Iteration 2F: 3 clusters Score -2219200 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2219673.000000 Penalty: 4875.974609
	Iteration 3F: 3 clusters Score -2219673 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2220174.750000 Penalty: 4875.974609
	Iteration 4F: 3 clusters Score -2220175 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2220733.000000 Penalty: 4875.974609
	Iteration 5F: 3 clusters Score -2220733 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2221316.000000 Penalty: 4875.974609
	Iteration 6F: 3 clusters Score -2221316 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2221925.250000 Penalty: 4875.974609
	Iteration 7F: 3 clusters Score -2221925 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2222503.500000 Penalty: 4875.974609
	Iteration 8Q: 3 clusters Score -2222504 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2223109.250000 Penalty: 4875.974609
	Iteration 9Q: 3 clusters Score -2223109 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2223584.250000 Penalty: 4875.974609
	Iteration 10Q: 3 clusters Score -2223584 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2223921.000000 Penalty: 4875.974609
	Iteration 11Q: 3 clusters Score -2223921 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2224163.250000 Penalty: 4875.974609
	Iteration 12Q: 3 clusters Score -2224163 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2224325.750000 Penalty: 4875.974609
	Iteration 13Q: 3 clusters Score -2224326 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2224450.250000 Penalty: 4875.974609
	Iteration 14Q: 3 clusters Score -2224450 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2224562.250000 Penalty: 4875.974609
	Iteration 15Q: 3 clusters Score -2224562 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2224671.000000 Penalty: 4875.974609
	Iteration 16Q: 3 clusters Score -2224671 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2224760.000000 Penalty: 4875.974609
	Iteration 17Q: 3 clusters Score -2224760 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2224849.500000 Penalty: 4875.974609
	Iteration 18Q: 3 clusters Score -2224850 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2224953.000000 Penalty: 4875.974609
	Iteration 19Q: 3 clusters Score -2224953 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2225038.000000 Penalty: 4875.974609
	Iteration 20F: 3 clusters Score -2225038 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2225127.250000 Penalty: 4875.974609
	Iteration 21Q: 3 clusters Score -2225127 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2225222.000000 Penalty: 4875.974609
	Iteration 22Q: 3 clusters Score -2225222 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2225330.750000 Penalty: 4875.974609
	Iteration 23Q: 3 clusters Score -2225331 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2225458.000000 Penalty: 4875.974609
	Iteration 24Q: 3 clusters Score -2225458 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2225557.750000 Penalty: 4875.974609
	Iteration 25Q: 3 clusters Score -2225558 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2225699.250000 Penalty: 4875.974609
	Iteration 26Q: 3 clusters Score -2225699 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2225880.250000 Penalty: 4875.974609
	Iteration 27Q: 3 clusters Score -2225880 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2226064.500000 Penalty: 4875.974609
	Iteration 28Q: 3 clusters Score -2226064 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2226178.000000 Penalty: 4875.974609
	Iteration 29Q: 3 clusters Score -2226178 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2226273.250000 Penalty: 4875.974609
	Iteration 30Q: 3 clusters Score -2226273 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2226341.750000 Penalty: 4875.974609
	Iteration 31Q: 3 clusters Score -2226342 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2226410.500000 Penalty: 4875.974609
	Iteration 32Q: 3 clusters Score -2226410 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2226497.250000 Penalty: 4875.974609
	Iteration 33Q: 3 clusters Score -2226497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2226562.750000 Penalty: 4875.974609
	Iteration 34Q: 3 clusters Score -2226563 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2226589.000000 Penalty: 4875.974609
	Iteration 35Q: 3 clusters Score -2226589 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2226607.250000 Penalty: 4875.974609
	Iteration 36Q: 3 clusters Score -2226607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2226616.750000 Penalty: 4875.974609
	Iteration 37Q: 3 clusters Score -2226617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2226625.000000 Penalty: 4875.974609
	Iteration 38Q: 3 clusters Score -2226625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2226625.500000 Penalty: 4875.974609
	Iteration 39Q: 3 clusters Score -2226626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2226630.250000 Penalty: 4875.974609
	Iteration 40F: 3 clusters Score -2226630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2226635.000000 Penalty: 4875.974609
	Iteration 41Q: 3 clusters Score -2226635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2226638.500000 Penalty: 4875.974609
	Iteration 42Q: 3 clusters Score -2226638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2226640.250000 Penalty: 4875.974609
	Iteration 43Q: 3 clusters Score -2226640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2226642.750000 Penalty: 4875.974609
	Iteration 44Q: 3 clusters Score -2226643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2226648.000000 Penalty: 4875.974609
	Iteration 45Q: 3 clusters Score -2226648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2226649.500000 Penalty: 4875.974609
	Iteration 46Q: 3 clusters Score -2226650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2226649.750000 Penalty: 4875.974609
	Iteration 47Q: 3 clusters Score -2226650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2226649.750000 Penalty: 4875.974609
	Iteration 48F: 3 clusters Score -2226650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -200192.765625 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -200192.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -197769.546875 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -197769.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -198234.609375 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -198234.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -198350.578125 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -198350.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -198403.406250 Penalty: 3692.637207
	Iteration 3Q: 3 clusters Score -198403.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -198424.781250 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -198424.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -198442.531250 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -198442.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -198468.437500 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -198468.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -198500.078125 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -198500.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -198527.484375 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -198527.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -198545.296875 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -198545.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -198554.687500 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -198554.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -198563.921875 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -198563.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -198569.078125 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -198569.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -198577.703125 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -198577.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -198582.234375 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -198582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -198585.359375 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -198585.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -198585.359375 Penalty: 3692.637207
	Iteration 16F: 3 clusters Score -198585.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -40251.250000 Penalty: 1385.637695
	Iteration 0F: 2 clusters Score -40251.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39020.351562 Penalty: 2771.275391
	Iteration 0F: 3 clusters Score -39020.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39116.804688 Penalty: 2771.275391
	Iteration 1F: 3 clusters Score -39116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39134.949219 Penalty: 2771.275391
	Iteration 2Q: 3 clusters Score -39134.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39152.457031 Penalty: 2771.275391
	Iteration 3Q: 3 clusters Score -39152.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39159.992188 Penalty: 2771.275391
	Iteration 4Q: 3 clusters Score -39159.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39159.992188 Penalty: 2771.275391
	Iteration 5F: 3 clusters Score -39159.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Entering Unmasked Estep 
Score: -1098438.000000 Penalty: 2289.997803
	Iteration 0F: 2 clusters Score -1098438 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 5094 members 
Entering Unmasked Estep 
Score: -1090689.000000 Penalty: 4579.995605
	Iteration 0F: 3 clusters Score -1090689 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1093124.125000 Penalty: 4579.995605
	Iteration 1F: 3 clusters Score -1093124 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1093620.750000 Penalty: 4579.995605
	Iteration 2F: 3 clusters Score -1093621 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1094045.750000 Penalty: 4579.995605
	Iteration 3F: 3 clusters Score -1094046 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1094445.875000 Penalty: 4579.995605
	Iteration 4F: 3 clusters Score -1094446 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1094802.250000 Penalty: 4579.995605
	Iteration 5F: 3 clusters Score -1094802 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1095102.750000 Penalty: 4579.995605
	Iteration 6Q: 3 clusters Score -1095103 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1095351.625000 Penalty: 4579.995605
	Iteration 7Q: 3 clusters Score -1095352 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1095563.625000 Penalty: 4579.995605
	Iteration 8Q: 3 clusters Score -1095564 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1095724.375000 Penalty: 4579.995605
	Iteration 9Q: 3 clusters Score -1095724 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1095844.500000 Penalty: 4579.995605
	Iteration 10Q: 3 clusters Score -1095844 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1095933.000000 Penalty: 4579.995605
	Iteration 11Q: 3 clusters Score -1095933 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1096004.125000 Penalty: 4579.995605
	Iteration 12Q: 3 clusters Score -1096004 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1096074.625000 Penalty: 4579.995605
	Iteration 13Q: 3 clusters Score -1096075 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1096128.125000 Penalty: 4579.995605
	Iteration 14Q: 3 clusters Score -1096128 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1096170.375000 Penalty: 4579.995605
	Iteration 15Q: 3 clusters Score -1096170 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1096214.875000 Penalty: 4579.995605
	Iteration 16Q: 3 clusters Score -1096215 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1096259.500000 Penalty: 4579.995605
	Iteration 17Q: 3 clusters Score -1096260 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1096305.875000 Penalty: 4579.995605
	Iteration 18Q: 3 clusters Score -1096306 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1096351.500000 Penalty: 4579.995605
	Iteration 19Q: 3 clusters Score -1096352 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1096392.500000 Penalty: 4579.995605
	Iteration 20F: 3 clusters Score -1096392 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1096441.750000 Penalty: 4579.995605
	Iteration 21Q: 3 clusters Score -1096442 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1096493.750000 Penalty: 4579.995605
	Iteration 22Q: 3 clusters Score -1096494 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1096538.250000 Penalty: 4579.995605
	Iteration 23Q: 3 clusters Score -1096538 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1096573.000000 Penalty: 4579.995605
	Iteration 24Q: 3 clusters Score -1096573 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1096606.750000 Penalty: 4579.995605
	Iteration 25Q: 3 clusters Score -1096607 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1096626.500000 Penalty: 4579.995605
	Iteration 26Q: 3 clusters Score -1096626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1096649.375000 Penalty: 4579.995605
	Iteration 27Q: 3 clusters Score -1096649 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1096685.000000 Penalty: 4579.995605
	Iteration 28Q: 3 clusters Score -1096685 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1096721.375000 Penalty: 4579.995605
	Iteration 29Q: 3 clusters Score -1096721 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1096762.500000 Penalty: 4579.995605
	Iteration 30Q: 3 clusters Score -1096762 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1096809.875000 Penalty: 4579.995605
	Iteration 31Q: 3 clusters Score -1096810 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1096847.750000 Penalty: 4579.995605
	Iteration 32Q: 3 clusters Score -1096848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1096874.625000 Penalty: 4579.995605
	Iteration 33Q: 3 clusters Score -1096875 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1096900.625000 Penalty: 4579.995605
	Iteration 34Q: 3 clusters Score -1096901 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1096925.625000 Penalty: 4579.995605
	Iteration 35Q: 3 clusters Score -1096926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1096949.875000 Penalty: 4579.995605
	Iteration 36Q: 3 clusters Score -1096950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1096972.250000 Penalty: 4579.995605
	Iteration 37Q: 3 clusters Score -1096972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1096992.375000 Penalty: 4579.995605
	Iteration 38Q: 3 clusters Score -1096992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1097008.250000 Penalty: 4579.995605
	Iteration 39Q: 3 clusters Score -1097008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1097030.750000 Penalty: 4579.995605
	Iteration 40F: 3 clusters Score -1097031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1097048.625000 Penalty: 4579.995605
	Iteration 41Q: 3 clusters Score -1097049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1097054.625000 Penalty: 4579.995605
	Iteration 42Q: 3 clusters Score -1097055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1097066.625000 Penalty: 4579.995605
	Iteration 43Q: 3 clusters Score -1097067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1097073.500000 Penalty: 4579.995605
	Iteration 44Q: 3 clusters Score -1097074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1097080.875000 Penalty: 4579.995605
	Iteration 45Q: 3 clusters Score -1097081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1097084.875000 Penalty: 4579.995605
	Iteration 46Q: 3 clusters Score -1097085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1097091.375000 Penalty: 4579.995605
	Iteration 47Q: 3 clusters Score -1097091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1097092.250000 Penalty: 4579.995605
	Iteration 48Q: 3 clusters Score -1097092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1097098.000000 Penalty: 4579.995605
	Iteration 49Q: 3 clusters Score -1097098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1097099.000000 Penalty: 4579.995605
	Iteration 50Q: 3 clusters Score -1097099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1097105.750000 Penalty: 4579.995605
	Iteration 51Q: 3 clusters Score -1097106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1097107.125000 Penalty: 4579.995605
	Iteration 52Q: 3 clusters Score -1097107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1097113.125000 Penalty: 4579.995605
	Iteration 53Q: 3 clusters Score -1097113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1097117.125000 Penalty: 4579.995605
	Iteration 54Q: 3 clusters Score -1097117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1097120.125000 Penalty: 4579.995605
	Iteration 55Q: 3 clusters Score -1097120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1097126.500000 Penalty: 4579.995605
	Iteration 56Q: 3 clusters Score -1097126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1097126.125000 Penalty: 4579.995605
	Iteration 57Q: 3 clusters Score -1097126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1097131.000000 Penalty: 4579.995605
	Iteration 58Q: 3 clusters Score -1097131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1097133.125000 Penalty: 4579.995605
	Iteration 59Q: 3 clusters Score -1097133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1097136.625000 Penalty: 4579.995605
	Iteration 60F: 3 clusters Score -1097137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1097136.000000 Penalty: 4579.995605
	Iteration 61Q: 3 clusters Score -1097136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1097137.000000 Penalty: 4579.995605
	Iteration 62Q: 3 clusters Score -1097137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1097137.125000 Penalty: 4579.995605
	Iteration 63Q: 3 clusters Score -1097137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1097140.500000 Penalty: 4579.995605
	Iteration 64Q: 3 clusters Score -1097140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1097141.625000 Penalty: 4579.995605
	Iteration 65Q: 3 clusters Score -1097142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1097142.750000 Penalty: 4579.995605
	Iteration 66Q: 3 clusters Score -1097143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1097140.500000 Penalty: 4579.995605
	Iteration 67Q: 3 clusters Score -1097140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1097144.125000 Penalty: 4579.995605
	Iteration 68Q: 3 clusters Score -1097144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1097142.750000 Penalty: 4579.995605
	Iteration 69Q: 3 clusters Score -1097143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1097142.250000 Penalty: 4579.995605
	Iteration 70Q: 3 clusters Score -1097142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1097142.750000 Penalty: 4579.995605
	Iteration 71Q: 3 clusters Score -1097143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1097142.250000 Penalty: 4579.995605
	Iteration 72Q: 3 clusters Score -1097142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1097141.875000 Penalty: 4579.995605
	Iteration 73Q: 3 clusters Score -1097142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1097144.000000 Penalty: 4579.995605
	Iteration 74Q: 3 clusters Score -1097144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1097142.750000 Penalty: 4579.995605
	Iteration 75Q: 3 clusters Score -1097143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1097144.500000 Penalty: 4579.995605
	Iteration 76Q: 3 clusters Score -1097144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1097143.750000 Penalty: 4579.995605
	Iteration 77Q: 3 clusters Score -1097144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1097143.750000 Penalty: 4579.995605
	Iteration 78F: 3 clusters Score -1097144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Entering Unmasked Estep 
Score: -4985151.000000 Penalty: 2635.217773
	Iteration 0F: 2 clusters Score -4985151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -4957290.500000 Penalty: 5270.435547
	Iteration 0F: 3 clusters Score -4957290 nChanged 18793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4967990.000000 Penalty: 5270.435547
	Iteration 1F: 3 clusters Score -4967990 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -4968551.000000 Penalty: 5270.435547
	Iteration 2Q: 3 clusters Score -4968551 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -4969077.000000 Penalty: 5270.435547
	Iteration 3Q: 3 clusters Score -4969077 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -4969573.000000 Penalty: 5270.435547
	Iteration 4Q: 3 clusters Score -4969573 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -4970049.000000 Penalty: 5270.435547
	Iteration 5Q: 3 clusters Score -4970049 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -4970635.000000 Penalty: 5270.435547
	Iteration 6Q: 3 clusters Score -4970635 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -4971313.500000 Penalty: 5270.435547
	Iteration 7Q: 3 clusters Score -4971314 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -4972208.500000 Penalty: 5270.435547
	Iteration 8Q: 3 clusters Score -4972208 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -4973483.500000 Penalty: 5270.435547
	Iteration 9F: 3 clusters Score -4973484 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -4975067.500000 Penalty: 5270.435547
	Iteration 10F: 3 clusters Score -4975068 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -4977004.000000 Penalty: 5270.435547
	Iteration 11F: 3 clusters Score -4977004 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -4978885.000000 Penalty: 5270.435547
	Iteration 12F: 3 clusters Score -4978885 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -4980271.000000 Penalty: 5270.435547
	Iteration 13Q: 3 clusters Score -4980271 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -4981081.500000 Penalty: 5270.435547
	Iteration 14Q: 3 clusters Score -4981082 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -4981625.000000 Penalty: 5270.435547
	Iteration 15Q: 3 clusters Score -4981625 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -4981972.500000 Penalty: 5270.435547
	Iteration 16Q: 3 clusters Score -4981972 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -4982298.500000 Penalty: 5270.435547
	Iteration 17Q: 3 clusters Score -4982298 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -4982551.500000 Penalty: 5270.435547
	Iteration 18Q: 3 clusters Score -4982552 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -4982807.500000 Penalty: 5270.435547
	Iteration 19Q: 3 clusters Score -4982808 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -4982972.000000 Penalty: 5270.435547
	Iteration 20F: 3 clusters Score -4982972 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -4983112.500000 Penalty: 5270.435547
	Iteration 21Q: 3 clusters Score -4983112 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -4983214.000000 Penalty: 5270.435547
	Iteration 22Q: 3 clusters Score -4983214 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -4983295.500000 Penalty: 5270.435547
	Iteration 23Q: 3 clusters Score -4983296 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -4983335.500000 Penalty: 5270.435547
	Iteration 24Q: 3 clusters Score -4983336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -4983390.500000 Penalty: 5270.435547
	Iteration 25Q: 3 clusters Score -4983390 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -4983428.500000 Penalty: 5270.435547
	Iteration 26Q: 3 clusters Score -4983428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -4983450.500000 Penalty: 5270.435547
	Iteration 27Q: 3 clusters Score -4983450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -4983474.000000 Penalty: 5270.435547
	Iteration 28Q: 3 clusters Score -4983474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -4983488.500000 Penalty: 5270.435547
	Iteration 29Q: 3 clusters Score -4983488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -4983498.500000 Penalty: 5270.435547
	Iteration 30Q: 3 clusters Score -4983498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -4983506.500000 Penalty: 5270.435547
	Iteration 31Q: 3 clusters Score -4983506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -4983530.000000 Penalty: 5270.435547
	Iteration 32Q: 3 clusters Score -4983530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -4983546.500000 Penalty: 5270.435547
	Iteration 33Q: 3 clusters Score -4983546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -4983555.000000 Penalty: 5270.435547
	Iteration 34Q: 3 clusters Score -4983555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -4983560.500000 Penalty: 5270.435547
	Iteration 35Q: 3 clusters Score -4983560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -4983569.500000 Penalty: 5270.435547
	Iteration 36Q: 3 clusters Score -4983570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -4983569.500000 Penalty: 5270.435547
	Iteration 37Q: 3 clusters Score -4983570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -4983578.500000 Penalty: 5270.435547
	Iteration 38Q: 3 clusters Score -4983578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -4983589.000000 Penalty: 5270.435547
	Iteration 39Q: 3 clusters Score -4983589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -4983596.000000 Penalty: 5270.435547
	Iteration 40F: 3 clusters Score -4983596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -4983591.500000 Penalty: 5270.435547
	Iteration 41Q: 3 clusters Score -4983592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -4983598.000000 Penalty: 5270.435547
	Iteration 42Q: 3 clusters Score -4983598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -4983603.500000 Penalty: 5270.435547
	Iteration 43Q: 3 clusters Score -4983604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -4983602.500000 Penalty: 5270.435547
	Iteration 44Q: 3 clusters Score -4983602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -4983603.000000 Penalty: 5270.435547
	Iteration 45Q: 3 clusters Score -4983603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -4983603.000000 Penalty: 5270.435547
	Iteration 46F: 3 clusters Score -4983603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (92063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92063 members 
Entering Unmasked Estep 
Score: -11280750.000000 Penalty: 2834.696533
	Iteration 0F: 2 clusters Score -1.128075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -11218994.000000 Penalty: 5669.393066
	Iteration 0F: 3 clusters Score -1.121899e+07 nChanged 43558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -11244589.000000 Penalty: 5669.393066
	Iteration 1F: 3 clusters Score -1.124459e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -11246781.000000 Penalty: 5669.393066
	Iteration 2F: 3 clusters Score -1.124678e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -11250561.000000 Penalty: 5669.393066
	Iteration 3F: 3 clusters Score -1.125056e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -11255582.000000 Penalty: 5669.393066
	Iteration 4F: 3 clusters Score -1.125558e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -11260511.000000 Penalty: 5669.393066
	Iteration 5F: 3 clusters Score -1.126051e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -11264417.000000 Penalty: 5669.393066
	Iteration 6F: 3 clusters Score -1.126442e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75115 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -11267355.000000 Penalty: 5669.393066
	Iteration 7F: 3 clusters Score -1.126736e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -11269803.000000 Penalty: 5669.393066
	Iteration 8Q: 3 clusters Score -1.12698e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -11271970.000000 Penalty: 5669.393066
	Iteration 9Q: 3 clusters Score -1.127197e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84537 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -11273779.000000 Penalty: 5669.393066
	Iteration 10Q: 3 clusters Score -1.127378e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -11275381.000000 Penalty: 5669.393066
	Iteration 11Q: 3 clusters Score -1.127538e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -11276464.000000 Penalty: 5669.393066
	Iteration 12Q: 3 clusters Score -1.127646e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89419 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -11277156.000000 Penalty: 5669.393066
	Iteration 13Q: 3 clusters Score -1.127716e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -11277626.000000 Penalty: 5669.393066
	Iteration 14Q: 3 clusters Score -1.127763e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -11277912.000000 Penalty: 5669.393066
	Iteration 15Q: 3 clusters Score -1.127791e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11278110.000000 Penalty: 5669.393066
	Iteration 16Q: 3 clusters Score -1.127811e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91044 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11278249.000000 Penalty: 5669.393066
	Iteration 17Q: 3 clusters Score -1.127825e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91151 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11278354.000000 Penalty: 5669.393066
	Iteration 18Q: 3 clusters Score -1.127835e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91210 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11278397.000000 Penalty: 5669.393066
	Iteration 19Q: 3 clusters Score -1.12784e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91244 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11278437.000000 Penalty: 5669.393066
	Iteration 20F: 3 clusters Score -1.127844e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -11278463.000000 Penalty: 5669.393066
	Iteration 21Q: 3 clusters Score -1.127846e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11278481.000000 Penalty: 5669.393066
	Iteration 22Q: 3 clusters Score -1.127848e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91321 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11278509.000000 Penalty: 5669.393066
	Iteration 23Q: 3 clusters Score -1.127851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11278514.000000 Penalty: 5669.393066
	Iteration 24Q: 3 clusters Score -1.127851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91339 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -11278511.000000 Penalty: 5669.393066
	Iteration 25Q: 3 clusters Score -1.127851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11278519.000000 Penalty: 5669.393066
	Iteration 26Q: 3 clusters Score -1.127852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11278524.000000 Penalty: 5669.393066
	Iteration 27Q: 3 clusters Score -1.127852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -11278524.000000 Penalty: 5669.393066
	Iteration 28Q: 3 clusters Score -1.127852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91357 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11278530.000000 Penalty: 5669.393066
	Iteration 29Q: 3 clusters Score -1.127853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91358 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11278523.000000 Penalty: 5669.393066
	Iteration 30Q: 3 clusters Score -1.127852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91359 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11278525.000000 Penalty: 5669.393066
	Iteration 31Q: 3 clusters Score -1.127852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91359 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11278532.000000 Penalty: 5669.393066
	Iteration 32Q: 3 clusters Score -1.127853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91362 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11278527.000000 Penalty: 5669.393066
	Iteration 33Q: 3 clusters Score -1.127853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91364 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11278536.000000 Penalty: 5669.393066
	Iteration 34Q: 3 clusters Score -1.127854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91368 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11278536.000000 Penalty: 5669.393066
	Iteration 35Q: 3 clusters Score -1.127854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11278520.000000 Penalty: 5669.393066
	Iteration 36Q: 3 clusters Score -1.127852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11278528.000000 Penalty: 5669.393066
	Iteration 37Q: 3 clusters Score -1.127853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91383 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11278527.000000 Penalty: 5669.393066
	Iteration 38Q: 3 clusters Score -1.127853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91386 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11278536.000000 Penalty: 5669.393066
	Iteration 39Q: 3 clusters Score -1.127854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -11278543.000000 Penalty: 5669.393066
	Iteration 40F: 3 clusters Score -1.127854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -11278545.000000 Penalty: 5669.393066
	Iteration 41Q: 3 clusters Score -1.127854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91393 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -11278537.000000 Penalty: 5669.393066
	Iteration 42Q: 3 clusters Score -1.127854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91393 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -11278537.000000 Penalty: 5669.393066
	Iteration 43F: 3 clusters Score -1.127854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Entering Unmasked Estep 
Score: -2038029.125000 Penalty: 2416.357666
	Iteration 0F: 2 clusters Score -2038029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2025901.500000 Penalty: 4832.715332
	Iteration 0F: 3 clusters Score -2025902 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2029779.750000 Penalty: 4832.715332
	Iteration 1F: 3 clusters Score -2029780 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2030191.375000 Penalty: 4832.715332
	Iteration 2F: 3 clusters Score -2030191 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2030570.500000 Penalty: 4832.715332
	Iteration 3F: 3 clusters Score -2030570 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2030975.375000 Penalty: 4832.715332
	Iteration 4Q: 3 clusters Score -2030975 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2031458.250000 Penalty: 4832.715332
	Iteration 5Q: 3 clusters Score -2031458 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2031964.875000 Penalty: 4832.715332
	Iteration 6Q: 3 clusters Score -2031965 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2032474.000000 Penalty: 4832.715332
	Iteration 7Q: 3 clusters Score -2032474 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2033018.000000 Penalty: 4832.715332
	Iteration 8F: 3 clusters Score -2033018 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2033569.875000 Penalty: 4832.715332
	Iteration 9Q: 3 clusters Score -2033570 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2034101.500000 Penalty: 4832.715332
	Iteration 10Q: 3 clusters Score -2034102 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2034549.125000 Penalty: 4832.715332
	Iteration 11Q: 3 clusters Score -2034549 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2034937.625000 Penalty: 4832.715332
	Iteration 12Q: 3 clusters Score -2034938 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2035281.875000 Penalty: 4832.715332
	Iteration 13Q: 3 clusters Score -2035282 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2035498.750000 Penalty: 4832.715332
	Iteration 14Q: 3 clusters Score -2035499 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2035640.875000 Penalty: 4832.715332
	Iteration 15Q: 3 clusters Score -2035641 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2035770.875000 Penalty: 4832.715332
	Iteration 16Q: 3 clusters Score -2035771 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2035898.125000 Penalty: 4832.715332
	Iteration 17Q: 3 clusters Score -2035898 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2036000.875000 Penalty: 4832.715332
	Iteration 18Q: 3 clusters Score -2036001 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2036115.625000 Penalty: 4832.715332
	Iteration 19Q: 3 clusters Score -2036116 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2036186.750000 Penalty: 4832.715332
	Iteration 20F: 3 clusters Score -2036187 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2036238.875000 Penalty: 4832.715332
	Iteration 21Q: 3 clusters Score -2036239 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2036279.500000 Penalty: 4832.715332
	Iteration 22Q: 3 clusters Score -2036280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2036309.250000 Penalty: 4832.715332
	Iteration 23Q: 3 clusters Score -2036309 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2036340.625000 Penalty: 4832.715332
	Iteration 24Q: 3 clusters Score -2036341 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2036353.750000 Penalty: 4832.715332
	Iteration 25Q: 3 clusters Score -2036354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2036366.000000 Penalty: 4832.715332
	Iteration 26Q: 3 clusters Score -2036366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2036381.500000 Penalty: 4832.715332
	Iteration 27Q: 3 clusters Score -2036382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2036396.125000 Penalty: 4832.715332
	Iteration 28Q: 3 clusters Score -2036396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2036402.375000 Penalty: 4832.715332
	Iteration 29Q: 3 clusters Score -2036402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2036407.000000 Penalty: 4832.715332
	Iteration 30Q: 3 clusters Score -2036407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2036416.625000 Penalty: 4832.715332
	Iteration 31Q: 3 clusters Score -2036417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2036425.625000 Penalty: 4832.715332
	Iteration 32Q: 3 clusters Score -2036426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2036427.250000 Penalty: 4832.715332
	Iteration 33Q: 3 clusters Score -2036427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2036430.000000 Penalty: 4832.715332
	Iteration 34Q: 3 clusters Score -2036430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2036437.750000 Penalty: 4832.715332
	Iteration 35Q: 3 clusters Score -2036438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2036439.000000 Penalty: 4832.715332
	Iteration 36Q: 3 clusters Score -2036439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2036441.375000 Penalty: 4832.715332
	Iteration 37Q: 3 clusters Score -2036441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2036442.500000 Penalty: 4832.715332
	Iteration 38Q: 3 clusters Score -2036442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2036444.250000 Penalty: 4832.715332
	Iteration 39Q: 3 clusters Score -2036444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2036442.875000 Penalty: 4832.715332
	Iteration 40F: 3 clusters Score -2036443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2036442.875000 Penalty: 4832.715332
	Iteration 41Q: 3 clusters Score -2036443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2036441.375000 Penalty: 4832.715332
	Iteration 42Q: 3 clusters Score -2036441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2036443.750000 Penalty: 4832.715332
	Iteration 43Q: 3 clusters Score -2036444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2036444.250000 Penalty: 4832.715332
	Iteration 44Q: 3 clusters Score -2036444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2036445.750000 Penalty: 4832.715332
	Iteration 45Q: 3 clusters Score -2036446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2036445.250000 Penalty: 4832.715332
	Iteration 46Q: 3 clusters Score -2036445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2036449.125000 Penalty: 4832.715332
	Iteration 47Q: 3 clusters Score -2036449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2036446.500000 Penalty: 4832.715332
	Iteration 48Q: 3 clusters Score -2036446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2036445.750000 Penalty: 4832.715332
	Iteration 49Q: 3 clusters Score -2036446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2036448.000000 Penalty: 4832.715332
	Iteration 50Q: 3 clusters Score -2036448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2036448.000000 Penalty: 4832.715332
	Iteration 51Q: 3 clusters Score -2036448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2036449.625000 Penalty: 4832.715332
	Iteration 52Q: 3 clusters Score -2036450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2036450.750000 Penalty: 4832.715332
	Iteration 53Q: 3 clusters Score -2036451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2036448.500000 Penalty: 4832.715332
	Iteration 54Q: 3 clusters Score -2036448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2036450.375000 Penalty: 4832.715332
	Iteration 55Q: 3 clusters Score -2036450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2036451.625000 Penalty: 4832.715332
	Iteration 56Q: 3 clusters Score -2036452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2036451.625000 Penalty: 4832.715332
	Iteration 57F: 3 clusters Score -2036452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Entering Unmasked Estep 
Score: -270891.531250 Penalty: 1921.511108
	Iteration 0F: 2 clusters Score -270891.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -268086.718750 Penalty: 3843.022217
	Iteration 0F: 3 clusters Score -268086.7 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -268600.687500 Penalty: 3843.022217
	Iteration 1F: 3 clusters Score -268600.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -268751.375000 Penalty: 3843.022217
	Iteration 2F: 3 clusters Score -268751.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -268846.343750 Penalty: 3843.022217
	Iteration 3Q: 3 clusters Score -268846.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -268908.500000 Penalty: 3843.022217
	Iteration 4Q: 3 clusters Score -268908.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -268955.718750 Penalty: 3843.022217
	Iteration 5Q: 3 clusters Score -268955.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -269000.500000 Penalty: 3843.022217
	Iteration 6Q: 3 clusters Score -269000.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -269037.218750 Penalty: 3843.022217
	Iteration 7Q: 3 clusters Score -269037.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -269077.093750 Penalty: 3843.022217
	Iteration 8Q: 3 clusters Score -269077.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -269127.312500 Penalty: 3843.022217
	Iteration 9Q: 3 clusters Score -269127.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -269186.875000 Penalty: 3843.022217
	Iteration 10Q: 3 clusters Score -269186.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -269273.906250 Penalty: 3843.022217
	Iteration 11Q: 3 clusters Score -269273.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -269363.406250 Penalty: 3843.022217
	Iteration 12Q: 3 clusters Score -269363.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -269486.156250 Penalty: 3843.022217
	Iteration 13Q: 3 clusters Score -269486.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -269641.062500 Penalty: 3843.022217
	Iteration 14Q: 3 clusters Score -269641.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -269774.031250 Penalty: 3843.022217
	Iteration 15Q: 3 clusters Score -269774 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -269889.812500 Penalty: 3843.022217
	Iteration 16Q: 3 clusters Score -269889.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -269960.843750 Penalty: 3843.022217
	Iteration 17Q: 3 clusters Score -269960.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -270017.531250 Penalty: 3843.022217
	Iteration 18Q: 3 clusters Score -270017.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -270056.937500 Penalty: 3843.022217
	Iteration 19Q: 3 clusters Score -270056.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -270076.906250 Penalty: 3843.022217
	Iteration 20F: 3 clusters Score -270076.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -270089.375000 Penalty: 3843.022217
	Iteration 21Q: 3 clusters Score -270089.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -270100.468750 Penalty: 3843.022217
	Iteration 22Q: 3 clusters Score -270100.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -270106.062500 Penalty: 3843.022217
	Iteration 23Q: 3 clusters Score -270106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -270109.562500 Penalty: 3843.022217
	Iteration 24Q: 3 clusters Score -270109.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -270115.843750 Penalty: 3843.022217
	Iteration 25Q: 3 clusters Score -270115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -270121.843750 Penalty: 3843.022217
	Iteration 26Q: 3 clusters Score -270121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -270124.031250 Penalty: 3843.022217
	Iteration 27Q: 3 clusters Score -270124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -270125.781250 Penalty: 3843.022217
	Iteration 28Q: 3 clusters Score -270125.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -270127.375000 Penalty: 3843.022217
	Iteration 29Q: 3 clusters Score -270127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -270128.781250 Penalty: 3843.022217
	Iteration 30Q: 3 clusters Score -270128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -270129.906250 Penalty: 3843.022217
	Iteration 31Q: 3 clusters Score -270129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -270131.562500 Penalty: 3843.022217
	Iteration 32Q: 3 clusters Score -270131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -270132.781250 Penalty: 3843.022217
	Iteration 33Q: 3 clusters Score -270132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -270134.875000 Penalty: 3843.022217
	Iteration 34Q: 3 clusters Score -270134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -270137.125000 Penalty: 3843.022217
	Iteration 35Q: 3 clusters Score -270137.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -270138.218750 Penalty: 3843.022217
	Iteration 36Q: 3 clusters Score -270138.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -270138.218750 Penalty: 3843.022217
	Iteration 37F: 3 clusters Score -270138.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (26812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Entering Unmasked Estep 
Score: -3244165.250000 Penalty: 2528.758057
	Iteration 0F: 2 clusters Score -3244165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3225437.500000 Penalty: 5057.516113
	Iteration 0F: 3 clusters Score -3225438 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3232282.500000 Penalty: 5057.516113
	Iteration 1F: 3 clusters Score -3232282 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3232841.250000 Penalty: 5057.516113
	Iteration 2F: 3 clusters Score -3232841 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3233414.500000 Penalty: 5057.516113
	Iteration 3F: 3 clusters Score -3233414 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3234138.750000 Penalty: 5057.516113
	Iteration 4F: 3 clusters Score -3234139 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3235003.000000 Penalty: 5057.516113
	Iteration 5F: 3 clusters Score -3235003 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3236075.250000 Penalty: 5057.516113
	Iteration 6F: 3 clusters Score -3236075 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -3237357.500000 Penalty: 5057.516113
	Iteration 7F: 3 clusters Score -3237358 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3238691.750000 Penalty: 5057.516113
	Iteration 8F: 3 clusters Score -3238692 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3239868.500000 Penalty: 5057.516113
	Iteration 9F: 3 clusters Score -3239868 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3240706.000000 Penalty: 5057.516113
	Iteration 10Q: 3 clusters Score -3240706 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3241245.000000 Penalty: 5057.516113
	Iteration 11Q: 3 clusters Score -3241245 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3241551.000000 Penalty: 5057.516113
	Iteration 12Q: 3 clusters Score -3241551 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3241735.000000 Penalty: 5057.516113
	Iteration 13Q: 3 clusters Score -3241735 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3241821.500000 Penalty: 5057.516113
	Iteration 14Q: 3 clusters Score -3241822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3241875.500000 Penalty: 5057.516113
	Iteration 15Q: 3 clusters Score -3241876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3241916.000000 Penalty: 5057.516113
	Iteration 16Q: 3 clusters Score -3241916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -3241941.500000 Penalty: 5057.516113
	Iteration 17Q: 3 clusters Score -3241942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3241957.000000 Penalty: 5057.516113
	Iteration 18Q: 3 clusters Score -3241957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -3241968.250000 Penalty: 5057.516113
	Iteration 19Q: 3 clusters Score -3241968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3241973.250000 Penalty: 5057.516113
	Iteration 20F: 3 clusters Score -3241973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -3241975.750000 Penalty: 5057.516113
	Iteration 21Q: 3 clusters Score -3241976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3241977.250000 Penalty: 5057.516113
	Iteration 22Q: 3 clusters Score -3241977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3241987.000000 Penalty: 5057.516113
	Iteration 23Q: 3 clusters Score -3241987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3241995.750000 Penalty: 5057.516113
	Iteration 24Q: 3 clusters Score -3241996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3241996.000000 Penalty: 5057.516113
	Iteration 25Q: 3 clusters Score -3241996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3241996.000000 Penalty: 5057.516113
	Iteration 26F: 3 clusters Score -3241996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -234254.687500 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -234254.7 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 1016 members 
Entering Unmasked Estep 
Score: -231661.468750 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -231661.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -232262.484375 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -232262.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -232531.703125 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -232531.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -232763.656250 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -232763.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -233011.500000 Penalty: 3778.896240
	Iteration 4F: 3 clusters Score -233011.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -233265.093750 Penalty: 3778.896240
	Iteration 5F: 3 clusters Score -233265.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -233484.718750 Penalty: 3778.896240
	Iteration 6F: 3 clusters Score -233484.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -233672.984375 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -233673 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -233778.046875 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -233778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -233830.687500 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -233830.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -233852.718750 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -233852.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -233859.359375 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -233859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -233861.093750 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -233861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -233861.093750 Penalty: 3778.896240
	Iteration 13F: 3 clusters Score -233861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Entering Unmasked Estep 
Score: -722847.375000 Penalty: 2163.118896
	Iteration 0F: 2 clusters Score -722847.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -717588.625000 Penalty: 4326.237793
	Iteration 0F: 3 clusters Score -717588.6 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -718909.312500 Penalty: 4326.237793
	Iteration 1F: 3 clusters Score -718909.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -719164.312500 Penalty: 4326.237793
	Iteration 2F: 3 clusters Score -719164.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -719361.250000 Penalty: 4326.237793
	Iteration 3F: 3 clusters Score -719361.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -719527.562500 Penalty: 4326.237793
	Iteration 4Q: 3 clusters Score -719527.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -719690.375000 Penalty: 4326.237793
	Iteration 5Q: 3 clusters Score -719690.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -719854.562500 Penalty: 4326.237793
	Iteration 6Q: 3 clusters Score -719854.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -720077.437500 Penalty: 4326.237793
	Iteration 7Q: 3 clusters Score -720077.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -720376.312500 Penalty: 4326.237793
	Iteration 8Q: 3 clusters Score -720376.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -720817.000000 Penalty: 4326.237793
	Iteration 9F: 3 clusters Score -720817 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -721439.812500 Penalty: 4326.237793
	Iteration 10F: 3 clusters Score -721439.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -722052.312500 Penalty: 4326.237793
	Iteration 11F: 3 clusters Score -722052.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -722581.625000 Penalty: 4326.237793
	Iteration 12F: 3 clusters Score -722581.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -722840.312500 Penalty: 4326.237793
	Iteration 13Q: 3 clusters Score -722840.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -722996.687500 Penalty: 4326.237793
	Iteration 14Q: 3 clusters Score -722996.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -723082.625000 Penalty: 4326.237793
	Iteration 15Q: 3 clusters Score -723082.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -723127.312500 Penalty: 4326.237793
	Iteration 16Q: 3 clusters Score -723127.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -723143.125000 Penalty: 4326.237793
	Iteration 17Q: 3 clusters Score -723143.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -723147.687500 Penalty: 4326.237793
	Iteration 18Q: 3 clusters Score -723147.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -723147.437500 Penalty: 4326.237793
	Iteration 19Q: 3 clusters Score -723147.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -723151.312500 Penalty: 4326.237793
	Iteration 20F: 3 clusters Score -723151.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -723151.125000 Penalty: 4326.237793
	Iteration 21Q: 3 clusters Score -723151.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -723151.437500 Penalty: 4326.237793
	Iteration 22Q: 3 clusters Score -723151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -723152.000000 Penalty: 4326.237793
	Iteration 23Q: 3 clusters Score -723152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -723152.000000 Penalty: 4326.237793
	Iteration 24F: 3 clusters Score -723152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1913 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 21753 members 
Mstep: Class 9 contains 234330 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81298 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 134825 members 
Mstep: Class 19 contains 6418 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8003 members 
Mstep: Class 22 contains 14980 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4868 members 
Mstep: Class 28 contains 95098 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 3521 members 
Mstep: Class 31 contains 18594 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10238 members 
Mstep: Class 35 contains 41187 members 
Mstep: Class 36 contains 92063 members 
Mstep: Class 37 contains 17041 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26812 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 3039 members 
Mstep: Class 42 contains 40874 members 
Mstep: Class 43 contains 1425 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1247 members 
Mstep: Class 49 contains 18106 members 
Mstep: Class 50 contains 91890 members 
Mstep: Class 51 contains 4704 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6051 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15687 members 
Mstep: Class 58 contains 3025 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10691 members 
Mstep: Class 62 contains 7151 members 
Mstep: Class 63 contains 5648 members 
Mstep: Class 64 contains 24088 members 
Mstep: Class 65 contains 8236 members 
Mstep: Class 66 contains 10455 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12560 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10727 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4188 members 
Mstep: Class 74 contains 2058 members 
Mstep: Class 75 contains 1357 members 
Mstep: Class 76 contains 3423 members 
Mstep: Class 77 contains 5878 members 
Mstep: Class 78 contains 12119 members 
Mstep: Class 79 contains 2950 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4948 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 849 members 
Mstep: Class 85 contains 3099 members 
Entering Unmasked Estep 
Score: -154535024.000000 Penalty: 296974.000000
Splitting cluster 41 changes total score from -154536352.000000 to -154535024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (40874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Entering Unmasked Estep 
Score: -5089924.500000 Penalty: 2633.325928
	Iteration 0F: 2 clusters Score -5089924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -5062211.500000 Penalty: 5266.651855
	Iteration 0F: 3 clusters Score -5062212 nChanged 18657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -5072478.000000 Penalty: 5266.651855
	Iteration 1F: 3 clusters Score -5072478 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -5072884.500000 Penalty: 5266.651855
	Iteration 2Q: 3 clusters Score -5072884 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -5073260.500000 Penalty: 5266.651855
	Iteration 3Q: 3 clusters Score -5073260 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -5073671.000000 Penalty: 5266.651855
	Iteration 4Q: 3 clusters Score -5073671 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -5074055.000000 Penalty: 5266.651855
	Iteration 5Q: 3 clusters Score -5074055 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -5074548.000000 Penalty: 5266.651855
	Iteration 6Q: 3 clusters Score -5074548 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -5075231.500000 Penalty: 5266.651855
	Iteration 7Q: 3 clusters Score -5075232 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -5076180.500000 Penalty: 5266.651855
	Iteration 8Q: 3 clusters Score -5076180 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -5077431.500000 Penalty: 5266.651855
	Iteration 9F: 3 clusters Score -5077432 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -5078933.000000 Penalty: 5266.651855
	Iteration 10F: 3 clusters Score -5078933 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -5080718.000000 Penalty: 5266.651855
	Iteration 11F: 3 clusters Score -5080718 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -5082435.000000 Penalty: 5266.651855
	Iteration 12F: 3 clusters Score -5082435 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -5083869.000000 Penalty: 5266.651855
	Iteration 13Q: 3 clusters Score -5083869 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -5084907.500000 Penalty: 5266.651855
	Iteration 14Q: 3 clusters Score -5084908 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -5085722.500000 Penalty: 5266.651855
	Iteration 15Q: 3 clusters Score -5085722 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5086319.500000 Penalty: 5266.651855
	Iteration 16Q: 3 clusters Score -5086320 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5086728.000000 Penalty: 5266.651855
	Iteration 17Q: 3 clusters Score -5086728 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5087016.500000 Penalty: 5266.651855
	Iteration 18Q: 3 clusters Score -5087016 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5087211.500000 Penalty: 5266.651855
	Iteration 19Q: 3 clusters Score -5087212 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5087355.500000 Penalty: 5266.651855
	Iteration 20F: 3 clusters Score -5087356 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5087440.500000 Penalty: 5266.651855
	Iteration 21Q: 3 clusters Score -5087440 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5087497.000000 Penalty: 5266.651855
	Iteration 22Q: 3 clusters Score -5087497 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5087548.000000 Penalty: 5266.651855
	Iteration 23Q: 3 clusters Score -5087548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5087581.000000 Penalty: 5266.651855
	Iteration 24Q: 3 clusters Score -5087581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5087615.500000 Penalty: 5266.651855
	Iteration 25Q: 3 clusters Score -5087616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5087634.500000 Penalty: 5266.651855
	Iteration 26Q: 3 clusters Score -5087634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5087659.500000 Penalty: 5266.651855
	Iteration 27Q: 3 clusters Score -5087660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5087671.000000 Penalty: 5266.651855
	Iteration 28Q: 3 clusters Score -5087671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5087678.500000 Penalty: 5266.651855
	Iteration 29Q: 3 clusters Score -5087678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5087686.500000 Penalty: 5266.651855
	Iteration 30Q: 3 clusters Score -5087686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5087694.500000 Penalty: 5266.651855
	Iteration 31Q: 3 clusters Score -5087694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5087708.500000 Penalty: 5266.651855
	Iteration 32Q: 3 clusters Score -5087708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5087725.000000 Penalty: 5266.651855
	Iteration 33Q: 3 clusters Score -5087725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5087725.000000 Penalty: 5266.651855
	Iteration 34Q: 3 clusters Score -5087725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5087735.000000 Penalty: 5266.651855
	Iteration 35Q: 3 clusters Score -5087735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5087737.000000 Penalty: 5266.651855
	Iteration 36Q: 3 clusters Score -5087737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5087741.000000 Penalty: 5266.651855
	Iteration 37Q: 3 clusters Score -5087741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5087739.500000 Penalty: 5266.651855
	Iteration 38Q: 3 clusters Score -5087740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5087740.500000 Penalty: 5266.651855
	Iteration 39Q: 3 clusters Score -5087740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5087740.500000 Penalty: 5266.651855
	Iteration 40F: 3 clusters Score -5087740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -229536.234375 Penalty: 1800.957886
	Iteration 0F: 2 clusters Score -229536.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -227288.843750 Penalty: 3601.915771
	Iteration 0F: 3 clusters Score -227288.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -227713.906250 Penalty: 3601.915771
	Iteration 1F: 3 clusters Score -227713.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -227880.562500 Penalty: 3601.915771
	Iteration 2F: 3 clusters Score -227880.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -228029.359375 Penalty: 3601.915771
	Iteration 3F: 3 clusters Score -228029.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -228163.890625 Penalty: 3601.915771
	Iteration 4Q: 3 clusters Score -228163.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -228278.500000 Penalty: 3601.915771
	Iteration 5Q: 3 clusters Score -228278.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -228401.656250 Penalty: 3601.915771
	Iteration 6Q: 3 clusters Score -228401.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -228530.437500 Penalty: 3601.915771
	Iteration 7Q: 3 clusters Score -228530.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -228638.968750 Penalty: 3601.915771
	Iteration 8Q: 3 clusters Score -228639 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -228720.000000 Penalty: 3601.915771
	Iteration 9Q: 3 clusters Score -228720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -228778.140625 Penalty: 3601.915771
	Iteration 10Q: 3 clusters Score -228778.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -228831.625000 Penalty: 3601.915771
	Iteration 11Q: 3 clusters Score -228831.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -228878.515625 Penalty: 3601.915771
	Iteration 12Q: 3 clusters Score -228878.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -228915.062500 Penalty: 3601.915771
	Iteration 13Q: 3 clusters Score -228915.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -228947.453125 Penalty: 3601.915771
	Iteration 14Q: 3 clusters Score -228947.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -228978.734375 Penalty: 3601.915771
	Iteration 15Q: 3 clusters Score -228978.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -229011.328125 Penalty: 3601.915771
	Iteration 16Q: 3 clusters Score -229011.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -229029.875000 Penalty: 3601.915771
	Iteration 17Q: 3 clusters Score -229029.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -229042.718750 Penalty: 3601.915771
	Iteration 18Q: 3 clusters Score -229042.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -229064.468750 Penalty: 3601.915771
	Iteration 19Q: 3 clusters Score -229064.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -229082.328125 Penalty: 3601.915771
	Iteration 20F: 3 clusters Score -229082.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -229094.390625 Penalty: 3601.915771
	Iteration 21Q: 3 clusters Score -229094.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -229107.500000 Penalty: 3601.915771
	Iteration 22Q: 3 clusters Score -229107.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -229123.609375 Penalty: 3601.915771
	Iteration 23Q: 3 clusters Score -229123.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -229143.921875 Penalty: 3601.915771
	Iteration 24Q: 3 clusters Score -229143.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -229167.578125 Penalty: 3601.915771
	Iteration 25Q: 3 clusters Score -229167.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -229177.828125 Penalty: 3601.915771
	Iteration 26Q: 3 clusters Score -229177.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -229183.718750 Penalty: 3601.915771
	Iteration 27Q: 3 clusters Score -229183.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -229187.156250 Penalty: 3601.915771
	Iteration 28Q: 3 clusters Score -229187.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -229192.609375 Penalty: 3601.915771
	Iteration 29Q: 3 clusters Score -229192.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -229196.703125 Penalty: 3601.915771
	Iteration 30Q: 3 clusters Score -229196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -229197.703125 Penalty: 3601.915771
	Iteration 31Q: 3 clusters Score -229197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -229198.828125 Penalty: 3601.915771
	Iteration 32Q: 3 clusters Score -229198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -229200.078125 Penalty: 3601.915771
	Iteration 33Q: 3 clusters Score -229200.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -229200.078125 Penalty: 3601.915771
	Iteration 34F: 3 clusters Score -229200.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -25578.259766 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -25578.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24271.123047 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -24271.12 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24498.291016 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -24498.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24669.808594 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -24669.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24782.250000 Penalty: 2968.032471
	Iteration 3F: 3 clusters Score -24782.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24835.417969 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -24835.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24871.318359 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -24871.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24885.873047 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -24885.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24896.425781 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -24896.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24906.750000 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -24906.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24908.400391 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -24908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24933.783203 Penalty: 2968.032471
	Iteration 10Q: 3 clusters Score -24933.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24935.484375 Penalty: 2968.032471
	Iteration 11Q: 3 clusters Score -24935.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24935.484375 Penalty: 2968.032471
	Iteration 12F: 3 clusters Score -24935.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -601407.937500 Penalty: 2119.739014
	Iteration 0F: 2 clusters Score -601407.9 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 2538 members 
Entering Unmasked Estep 
Score: -596766.250000 Penalty: 4239.478027
	Iteration 0F: 3 clusters Score -596766.2 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -597904.625000 Penalty: 4239.478027
	Iteration 1F: 3 clusters Score -597904.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -598250.375000 Penalty: 4239.478027
	Iteration 2F: 3 clusters Score -598250.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -598612.312500 Penalty: 4239.478027
	Iteration 3F: 3 clusters Score -598612.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -598962.437500 Penalty: 4239.478027
	Iteration 4F: 3 clusters Score -598962.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -599285.687500 Penalty: 4239.478027
	Iteration 5F: 3 clusters Score -599285.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -599562.937500 Penalty: 4239.478027
	Iteration 6F: 3 clusters Score -599562.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -599730.437500 Penalty: 4239.478027
	Iteration 7Q: 3 clusters Score -599730.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -599833.625000 Penalty: 4239.478027
	Iteration 8Q: 3 clusters Score -599833.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -599893.937500 Penalty: 4239.478027
	Iteration 9Q: 3 clusters Score -599893.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -599931.312500 Penalty: 4239.478027
	Iteration 10Q: 3 clusters Score -599931.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -599960.312500 Penalty: 4239.478027
	Iteration 11Q: 3 clusters Score -599960.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -599979.937500 Penalty: 4239.478027
	Iteration 12Q: 3 clusters Score -599979.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -599992.187500 Penalty: 4239.478027
	Iteration 13Q: 3 clusters Score -599992.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -600002.125000 Penalty: 4239.478027
	Iteration 14Q: 3 clusters Score -600002.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -600011.187500 Penalty: 4239.478027
	Iteration 15Q: 3 clusters Score -600011.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -600016.750000 Penalty: 4239.478027
	Iteration 16Q: 3 clusters Score -600016.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -600022.687500 Penalty: 4239.478027
	Iteration 17Q: 3 clusters Score -600022.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -600030.000000 Penalty: 4239.478027
	Iteration 18Q: 3 clusters Score -600030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -600036.937500 Penalty: 4239.478027
	Iteration 19Q: 3 clusters Score -600036.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -600044.375000 Penalty: 4239.478027
	Iteration 20F: 3 clusters Score -600044.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -600049.250000 Penalty: 4239.478027
	Iteration 21Q: 3 clusters Score -600049.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -600053.437500 Penalty: 4239.478027
	Iteration 22Q: 3 clusters Score -600053.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -600055.750000 Penalty: 4239.478027
	Iteration 23Q: 3 clusters Score -600055.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -600057.312500 Penalty: 4239.478027
	Iteration 24Q: 3 clusters Score -600057.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -600058.937500 Penalty: 4239.478027
	Iteration 25Q: 3 clusters Score -600058.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -600060.937500 Penalty: 4239.478027
	Iteration 26Q: 3 clusters Score -600060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -600061.125000 Penalty: 4239.478027
	Iteration 27Q: 3 clusters Score -600061.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -600061.812500 Penalty: 4239.478027
	Iteration 28Q: 3 clusters Score -600061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -600062.312500 Penalty: 4239.478027
	Iteration 29Q: 3 clusters Score -600062.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -600061.562500 Penalty: 4239.478027
	Iteration 30Q: 3 clusters Score -600061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -600062.562500 Penalty: 4239.478027
	Iteration 31Q: 3 clusters Score -600062.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -600062.562500 Penalty: 4239.478027
	Iteration 32F: 3 clusters Score -600062.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -66759.671875 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -66759.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65143.832031 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -65143.83 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65353.718750 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -65353.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65474.820312 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -65474.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65511.023438 Penalty: 3204.112793
	Iteration 3Q: 3 clusters Score -65511.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65532.558594 Penalty: 3204.112793
	Iteration 4Q: 3 clusters Score -65532.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65537.343750 Penalty: 3204.112793
	Iteration 5Q: 3 clusters Score -65537.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65540.703125 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -65540.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65545.265625 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -65545.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65548.640625 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -65548.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65552.390625 Penalty: 3204.112793
	Iteration 9Q: 3 clusters Score -65552.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65556.125000 Penalty: 3204.112793
	Iteration 10Q: 3 clusters Score -65556.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65557.789062 Penalty: 3204.112793
	Iteration 11Q: 3 clusters Score -65557.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65570.664062 Penalty: 3204.112793
	Iteration 12Q: 3 clusters Score -65570.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65578.765625 Penalty: 3204.112793
	Iteration 13Q: 3 clusters Score -65578.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65583.585938 Penalty: 3204.112793
	Iteration 14Q: 3 clusters Score -65583.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65592.609375 Penalty: 3204.112793
	Iteration 15Q: 3 clusters Score -65592.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65618.875000 Penalty: 3204.112793
	Iteration 16Q: 3 clusters Score -65618.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65673.156250 Penalty: 3204.112793
	Iteration 17Q: 3 clusters Score -65673.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -65700.726562 Penalty: 3204.112793
	Iteration 18Q: 3 clusters Score -65700.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65720.390625 Penalty: 3204.112793
	Iteration 19Q: 3 clusters Score -65720.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -65750.882812 Penalty: 3204.112793
	Iteration 20F: 3 clusters Score -65750.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -65761.914062 Penalty: 3204.112793
	Iteration 21Q: 3 clusters Score -65761.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65769.367188 Penalty: 3204.112793
	Iteration 22Q: 3 clusters Score -65769.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65771.015625 Penalty: 3204.112793
	Iteration 23Q: 3 clusters Score -65771.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65774.960938 Penalty: 3204.112793
	Iteration 24Q: 3 clusters Score -65774.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65775.625000 Penalty: 3204.112793
	Iteration 25Q: 3 clusters Score -65775.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65776.578125 Penalty: 3204.112793
	Iteration 26Q: 3 clusters Score -65776.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65776.578125 Penalty: 3204.112793
	Iteration 27F: 3 clusters Score -65776.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (30172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Entering Unmasked Estep 
Score: -3672535.500000 Penalty: 2558.038086
	Iteration 0F: 2 clusters Score -3672536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -3651823.250000 Penalty: 5116.076172
	Iteration 0F: 3 clusters Score -3651823 nChanged 13586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3659236.250000 Penalty: 5116.076172
	Iteration 1F: 3 clusters Score -3659236 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3659653.750000 Penalty: 5116.076172
	Iteration 2Q: 3 clusters Score -3659654 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3660100.500000 Penalty: 5116.076172
	Iteration 3Q: 3 clusters Score -3660100 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3660508.250000 Penalty: 5116.076172
	Iteration 4Q: 3 clusters Score -3660508 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3660965.000000 Penalty: 5116.076172
	Iteration 5Q: 3 clusters Score -3660965 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3661514.750000 Penalty: 5116.076172
	Iteration 6Q: 3 clusters Score -3661515 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3662259.750000 Penalty: 5116.076172
	Iteration 7Q: 3 clusters Score -3662260 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3663235.500000 Penalty: 5116.076172
	Iteration 8F: 3 clusters Score -3663236 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3664371.500000 Penalty: 5116.076172
	Iteration 9F: 3 clusters Score -3664372 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3665552.500000 Penalty: 5116.076172
	Iteration 10F: 3 clusters Score -3665552 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3666742.250000 Penalty: 5116.076172
	Iteration 11F: 3 clusters Score -3666742 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3667762.000000 Penalty: 5116.076172
	Iteration 12Q: 3 clusters Score -3667762 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3668553.500000 Penalty: 5116.076172
	Iteration 13Q: 3 clusters Score -3668554 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3669138.500000 Penalty: 5116.076172
	Iteration 14Q: 3 clusters Score -3669138 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3669549.250000 Penalty: 5116.076172
	Iteration 15Q: 3 clusters Score -3669549 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3669838.500000 Penalty: 5116.076172
	Iteration 16Q: 3 clusters Score -3669838 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3670048.500000 Penalty: 5116.076172
	Iteration 17Q: 3 clusters Score -3670048 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3670178.500000 Penalty: 5116.076172
	Iteration 18Q: 3 clusters Score -3670178 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3670277.000000 Penalty: 5116.076172
	Iteration 19Q: 3 clusters Score -3670277 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3670355.000000 Penalty: 5116.076172
	Iteration 20F: 3 clusters Score -3670355 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3670416.000000 Penalty: 5116.076172
	Iteration 21Q: 3 clusters Score -3670416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3670461.500000 Penalty: 5116.076172
	Iteration 22Q: 3 clusters Score -3670462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3670502.000000 Penalty: 5116.076172
	Iteration 23Q: 3 clusters Score -3670502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3670520.750000 Penalty: 5116.076172
	Iteration 24Q: 3 clusters Score -3670521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3670541.750000 Penalty: 5116.076172
	Iteration 25Q: 3 clusters Score -3670542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3670548.500000 Penalty: 5116.076172
	Iteration 26Q: 3 clusters Score -3670548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3670558.500000 Penalty: 5116.076172
	Iteration 27Q: 3 clusters Score -3670558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3670581.000000 Penalty: 5116.076172
	Iteration 28Q: 3 clusters Score -3670581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3670586.000000 Penalty: 5116.076172
	Iteration 29Q: 3 clusters Score -3670586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3670594.250000 Penalty: 5116.076172
	Iteration 30Q: 3 clusters Score -3670594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3670600.000000 Penalty: 5116.076172
	Iteration 31Q: 3 clusters Score -3670600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3670598.750000 Penalty: 5116.076172
	Iteration 32Q: 3 clusters Score -3670599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3670605.500000 Penalty: 5116.076172
	Iteration 33Q: 3 clusters Score -3670606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3670612.500000 Penalty: 5116.076172
	Iteration 34Q: 3 clusters Score -3670612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3670622.750000 Penalty: 5116.076172
	Iteration 35Q: 3 clusters Score -3670623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3670636.250000 Penalty: 5116.076172
	Iteration 36Q: 3 clusters Score -3670636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3670637.250000 Penalty: 5116.076172
	Iteration 37Q: 3 clusters Score -3670637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3670644.750000 Penalty: 5116.076172
	Iteration 38Q: 3 clusters Score -3670645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3670646.000000 Penalty: 5116.076172
	Iteration 39Q: 3 clusters Score -3670646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3670656.500000 Penalty: 5116.076172
	Iteration 40F: 3 clusters Score -3670656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3670664.000000 Penalty: 5116.076172
	Iteration 41Q: 3 clusters Score -3670664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3670676.500000 Penalty: 5116.076172
	Iteration 42Q: 3 clusters Score -3670676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3670685.250000 Penalty: 5116.076172
	Iteration 43Q: 3 clusters Score -3670685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3670686.250000 Penalty: 5116.076172
	Iteration 44Q: 3 clusters Score -3670686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3670691.500000 Penalty: 5116.076172
	Iteration 45Q: 3 clusters Score -3670692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3670691.250000 Penalty: 5116.076172
	Iteration 46Q: 3 clusters Score -3670691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3670689.000000 Penalty: 5116.076172
	Iteration 47Q: 3 clusters Score -3670689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3670689.000000 Penalty: 5116.076172
	Iteration 48F: 3 clusters Score -3670689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -197567.000000 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -197567 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 626 members 
Entering Unmasked Estep 
Score: -195465.453125 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -195465.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -196079.703125 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -196079.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -196636.453125 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -196636.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -196933.906250 Penalty: 3535.734131
	Iteration 3F: 3 clusters Score -196933.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -197099.265625 Penalty: 3535.734131
	Iteration 4F: 3 clusters Score -197099.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -197173.468750 Penalty: 3535.734131
	Iteration 5Q: 3 clusters Score -197173.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -197242.515625 Penalty: 3535.734131
	Iteration 6Q: 3 clusters Score -197242.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -197281.734375 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -197281.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -197318.625000 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -197318.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -197359.093750 Penalty: 3535.734131
	Iteration 9Q: 3 clusters Score -197359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -197370.031250 Penalty: 3535.734131
	Iteration 10Q: 3 clusters Score -197370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -197379.109375 Penalty: 3535.734131
	Iteration 11Q: 3 clusters Score -197379.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -197384.453125 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -197384.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -197384.453125 Penalty: 3535.734131
	Iteration 13F: 3 clusters Score -197384.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (18106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Entering Unmasked Estep 
Score: -2173686.500000 Penalty: 2431.391846
	Iteration 0F: 2 clusters Score -2173686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2160812.750000 Penalty: 4862.783691
	Iteration 0F: 3 clusters Score -2160813 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2165040.750000 Penalty: 4862.783691
	Iteration 1F: 3 clusters Score -2165041 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2165560.250000 Penalty: 4862.783691
	Iteration 2F: 3 clusters Score -2165560 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2166013.250000 Penalty: 4862.783691
	Iteration 3F: 3 clusters Score -2166013 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2166460.750000 Penalty: 4862.783691
	Iteration 4F: 3 clusters Score -2166461 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2166886.500000 Penalty: 4862.783691
	Iteration 5F: 3 clusters Score -2166886 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2167336.750000 Penalty: 4862.783691
	Iteration 6Q: 3 clusters Score -2167337 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2167877.750000 Penalty: 4862.783691
	Iteration 7F: 3 clusters Score -2167878 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2168515.500000 Penalty: 4862.783691
	Iteration 8F: 3 clusters Score -2168516 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2169259.750000 Penalty: 4862.783691
	Iteration 9F: 3 clusters Score -2169260 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2170033.500000 Penalty: 4862.783691
	Iteration 10Q: 3 clusters Score -2170034 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2170762.500000 Penalty: 4862.783691
	Iteration 11Q: 3 clusters Score -2170762 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2171284.250000 Penalty: 4862.783691
	Iteration 12Q: 3 clusters Score -2171284 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2171628.250000 Penalty: 4862.783691
	Iteration 13Q: 3 clusters Score -2171628 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2171817.750000 Penalty: 4862.783691
	Iteration 14Q: 3 clusters Score -2171818 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2171975.500000 Penalty: 4862.783691
	Iteration 15Q: 3 clusters Score -2171976 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2172098.250000 Penalty: 4862.783691
	Iteration 16Q: 3 clusters Score -2172098 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2172216.750000 Penalty: 4862.783691
	Iteration 17Q: 3 clusters Score -2172217 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2172274.250000 Penalty: 4862.783691
	Iteration 18Q: 3 clusters Score -2172274 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2172328.500000 Penalty: 4862.783691
	Iteration 19Q: 3 clusters Score -2172328 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2172379.250000 Penalty: 4862.783691
	Iteration 20F: 3 clusters Score -2172379 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2172421.750000 Penalty: 4862.783691
	Iteration 21Q: 3 clusters Score -2172422 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2172455.000000 Penalty: 4862.783691
	Iteration 22Q: 3 clusters Score -2172455 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2172490.500000 Penalty: 4862.783691
	Iteration 23Q: 3 clusters Score -2172490 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2172524.250000 Penalty: 4862.783691
	Iteration 24Q: 3 clusters Score -2172524 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2172552.000000 Penalty: 4862.783691
	Iteration 25Q: 3 clusters Score -2172552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2172572.250000 Penalty: 4862.783691
	Iteration 26Q: 3 clusters Score -2172572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2172594.750000 Penalty: 4862.783691
	Iteration 27Q: 3 clusters Score -2172595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2172604.250000 Penalty: 4862.783691
	Iteration 28Q: 3 clusters Score -2172604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2172614.750000 Penalty: 4862.783691
	Iteration 29Q: 3 clusters Score -2172615 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2172626.000000 Penalty: 4862.783691
	Iteration 30Q: 3 clusters Score -2172626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2172636.000000 Penalty: 4862.783691
	Iteration 31Q: 3 clusters Score -2172636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2172645.500000 Penalty: 4862.783691
	Iteration 32Q: 3 clusters Score -2172646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2172646.750000 Penalty: 4862.783691
	Iteration 33Q: 3 clusters Score -2172647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2172647.250000 Penalty: 4862.783691
	Iteration 34Q: 3 clusters Score -2172647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2172649.500000 Penalty: 4862.783691
	Iteration 35Q: 3 clusters Score -2172650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2172649.250000 Penalty: 4862.783691
	Iteration 36Q: 3 clusters Score -2172649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2172648.750000 Penalty: 4862.783691
	Iteration 37Q: 3 clusters Score -2172649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2172652.000000 Penalty: 4862.783691
	Iteration 38Q: 3 clusters Score -2172652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2172655.250000 Penalty: 4862.783691
	Iteration 39Q: 3 clusters Score -2172655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2172656.000000 Penalty: 4862.783691
	Iteration 40F: 3 clusters Score -2172656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2172657.250000 Penalty: 4862.783691
	Iteration 41Q: 3 clusters Score -2172657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2172657.250000 Penalty: 4862.783691
	Iteration 42Q: 3 clusters Score -2172657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2172658.000000 Penalty: 4862.783691
	Iteration 43Q: 3 clusters Score -2172658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2172659.500000 Penalty: 4862.783691
	Iteration 44Q: 3 clusters Score -2172660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2172657.250000 Penalty: 4862.783691
	Iteration 45Q: 3 clusters Score -2172657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2172660.750000 Penalty: 4862.783691
	Iteration 46Q: 3 clusters Score -2172661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2172660.000000 Penalty: 4862.783691
	Iteration 47Q: 3 clusters Score -2172660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2172663.000000 Penalty: 4862.783691
	Iteration 48Q: 3 clusters Score -2172663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2172660.000000 Penalty: 4862.783691
	Iteration 49Q: 3 clusters Score -2172660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2172661.000000 Penalty: 4862.783691
	Iteration 50Q: 3 clusters Score -2172661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2172661.000000 Penalty: 4862.783691
	Iteration 51F: 3 clusters Score -2172661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (91890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Entering Unmasked Estep 
Score: -11204124.000000 Penalty: 2834.230225
	Iteration 0F: 2 clusters Score -1.120412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -11142369.000000 Penalty: 5668.460449
	Iteration 0F: 3 clusters Score -1.114237e+07 nChanged 43391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -11167103.000000 Penalty: 5668.460449
	Iteration 1F: 3 clusters Score -1.11671e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -11167732.000000 Penalty: 5668.460449
	Iteration 2Q: 3 clusters Score -1.116773e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -11168269.000000 Penalty: 5668.460449
	Iteration 3Q: 3 clusters Score -1.116827e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -11168869.000000 Penalty: 5668.460449
	Iteration 4Q: 3 clusters Score -1.116887e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -11169379.000000 Penalty: 5668.460449
	Iteration 5Q: 3 clusters Score -1.116938e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -11170049.000000 Penalty: 5668.460449
	Iteration 6Q: 3 clusters Score -1.117005e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -11171124.000000 Penalty: 5668.460449
	Iteration 7Q: 3 clusters Score -1.117112e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -11172654.000000 Penalty: 5668.460449
	Iteration 8Q: 3 clusters Score -1.117265e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -11175074.000000 Penalty: 5668.460449
	Iteration 9Q: 3 clusters Score -1.117507e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -11178228.000000 Penalty: 5668.460449
	Iteration 10F: 3 clusters Score -1.117823e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -11182108.000000 Penalty: 5668.460449
	Iteration 11F: 3 clusters Score -1.118211e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -11185809.000000 Penalty: 5668.460449
	Iteration 12F: 3 clusters Score -1.118581e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -11188637.000000 Penalty: 5668.460449
	Iteration 13Q: 3 clusters Score -1.118864e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -11190475.000000 Penalty: 5668.460449
	Iteration 14Q: 3 clusters Score -1.119048e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 75990 members 
Entering Unmasked Estep 
Score: -11192004.000000 Penalty: 5668.460449
	Iteration 15Q: 3 clusters Score -1.1192e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -11193236.000000 Penalty: 5668.460449
	Iteration 16Q: 3 clusters Score -1.119324e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 80297 members 
Entering Unmasked Estep 
Score: -11194380.000000 Penalty: 5668.460449
	Iteration 17Q: 3 clusters Score -1.119438e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
Score: -11195577.000000 Penalty: 5668.460449
	Iteration 18Q: 3 clusters Score -1.119558e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 84071 members 
Entering Unmasked Estep 
Score: -11196713.000000 Penalty: 5668.460449
	Iteration 19Q: 3 clusters Score -1.119671e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 85710 members 
Entering Unmasked Estep 
Score: -11197835.000000 Penalty: 5668.460449
	Iteration 20F: 3 clusters Score -1.119784e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 87123 members 
Entering Unmasked Estep 
Score: -11198915.000000 Penalty: 5668.460449
	Iteration 21Q: 3 clusters Score -1.119892e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 88260 members 
Entering Unmasked Estep 
Score: -11199723.000000 Penalty: 5668.460449
	Iteration 22Q: 3 clusters Score -1.119972e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 89152 members 
Entering Unmasked Estep 
Score: -11200373.000000 Penalty: 5668.460449
	Iteration 23Q: 3 clusters Score -1.120037e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 89777 members 
Entering Unmasked Estep 
Score: -11200861.000000 Penalty: 5668.460449
	Iteration 24Q: 3 clusters Score -1.120086e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -11201106.000000 Penalty: 5668.460449
	Iteration 25Q: 3 clusters Score -1.120111e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -11201315.000000 Penalty: 5668.460449
	Iteration 26Q: 3 clusters Score -1.120132e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 90598 members 
Entering Unmasked Estep 
Score: -11201459.000000 Penalty: 5668.460449
	Iteration 27Q: 3 clusters Score -1.120146e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 90718 members 
Entering Unmasked Estep 
Score: -11201577.000000 Penalty: 5668.460449
	Iteration 28Q: 3 clusters Score -1.120158e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -11201630.000000 Penalty: 5668.460449
	Iteration 29Q: 3 clusters Score -1.120163e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -11201658.000000 Penalty: 5668.460449
	Iteration 30Q: 3 clusters Score -1.120166e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -11201686.000000 Penalty: 5668.460449
	Iteration 31Q: 3 clusters Score -1.120169e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 90963 members 
Entering Unmasked Estep 
Score: -11201702.000000 Penalty: 5668.460449
	Iteration 32Q: 3 clusters Score -1.12017e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 90994 members 
Entering Unmasked Estep 
Score: -11201730.000000 Penalty: 5668.460449
	Iteration 33Q: 3 clusters Score -1.120173e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 91014 members 
Entering Unmasked Estep 
Score: -11201727.000000 Penalty: 5668.460449
	Iteration 34Q: 3 clusters Score -1.120173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 91025 members 
Entering Unmasked Estep 
Score: -11201744.000000 Penalty: 5668.460449
	Iteration 35Q: 3 clusters Score -1.120174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -11201745.000000 Penalty: 5668.460449
	Iteration 36Q: 3 clusters Score -1.120174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -11201756.000000 Penalty: 5668.460449
	Iteration 37Q: 3 clusters Score -1.120176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -11201761.000000 Penalty: 5668.460449
	Iteration 38Q: 3 clusters Score -1.120176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -11201751.000000 Penalty: 5668.460449
	Iteration 39Q: 3 clusters Score -1.120175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 91083 members 
Entering Unmasked Estep 
Score: -11201765.000000 Penalty: 5668.460449
	Iteration 40F: 3 clusters Score -1.120176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -11201769.000000 Penalty: 5668.460449
	Iteration 41Q: 3 clusters Score -1.120177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -11201773.000000 Penalty: 5668.460449
	Iteration 42Q: 3 clusters Score -1.120177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -11201769.000000 Penalty: 5668.460449
	Iteration 43Q: 3 clusters Score -1.120177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 91100 members 
Entering Unmasked Estep 
Score: -11201773.000000 Penalty: 5668.460449
	Iteration 44Q: 3 clusters Score -1.120177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -11201770.000000 Penalty: 5668.460449
	Iteration 45Q: 3 clusters Score -1.120177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 91113 members 
Entering Unmasked Estep 
Score: -11201779.000000 Penalty: 5668.460449
	Iteration 46Q: 3 clusters Score -1.120178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -11201785.000000 Penalty: 5668.460449
	Iteration 47Q: 3 clusters Score -1.120178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 91122 members 
Entering Unmasked Estep 
Score: -11201785.000000 Penalty: 5668.460449
	Iteration 48Q: 3 clusters Score -1.120178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 91122 members 
Entering Unmasked Estep 
Score: -11201791.000000 Penalty: 5668.460449
	Iteration 49Q: 3 clusters Score -1.120179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 91122 members 
Entering Unmasked Estep 
Score: -11201784.000000 Penalty: 5668.460449
	Iteration 50Q: 3 clusters Score -1.120178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 91122 members 
Entering Unmasked Estep 
Score: -11201784.000000 Penalty: 5668.460449
	Iteration 51F: 3 clusters Score -1.120178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Entering Unmasked Estep 
Score: -554767.687500 Penalty: 2097.129639
	Iteration 0F: 2 clusters Score -554767.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -550443.000000 Penalty: 4194.259277
	Iteration 0F: 3 clusters Score -550443 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -551483.625000 Penalty: 4194.259277
	Iteration 1F: 3 clusters Score -551483.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -551759.187500 Penalty: 4194.259277
	Iteration 2F: 3 clusters Score -551759.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -552000.500000 Penalty: 4194.259277
	Iteration 3F: 3 clusters Score -552000.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -552230.500000 Penalty: 4194.259277
	Iteration 4F: 3 clusters Score -552230.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -552465.812500 Penalty: 4194.259277
	Iteration 5F: 3 clusters Score -552465.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -552695.437500 Penalty: 4194.259277
	Iteration 6Q: 3 clusters Score -552695.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -552897.125000 Penalty: 4194.259277
	Iteration 7Q: 3 clusters Score -552897.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -553103.625000 Penalty: 4194.259277
	Iteration 8Q: 3 clusters Score -553103.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -553314.500000 Penalty: 4194.259277
	Iteration 9Q: 3 clusters Score -553314.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -553550.437500 Penalty: 4194.259277
	Iteration 10Q: 3 clusters Score -553550.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -553744.625000 Penalty: 4194.259277
	Iteration 11Q: 3 clusters Score -553744.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -553902.625000 Penalty: 4194.259277
	Iteration 12Q: 3 clusters Score -553902.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -554004.625000 Penalty: 4194.259277
	Iteration 13Q: 3 clusters Score -554004.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -554063.187500 Penalty: 4194.259277
	Iteration 14Q: 3 clusters Score -554063.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -554104.437500 Penalty: 4194.259277
	Iteration 15Q: 3 clusters Score -554104.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -554134.312500 Penalty: 4194.259277
	Iteration 16Q: 3 clusters Score -554134.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -554154.062500 Penalty: 4194.259277
	Iteration 17Q: 3 clusters Score -554154.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -554168.937500 Penalty: 4194.259277
	Iteration 18Q: 3 clusters Score -554168.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -554183.750000 Penalty: 4194.259277
	Iteration 19Q: 3 clusters Score -554183.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -554193.500000 Penalty: 4194.259277
	Iteration 20F: 3 clusters Score -554193.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -554197.875000 Penalty: 4194.259277
	Iteration 21Q: 3 clusters Score -554197.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -554200.062500 Penalty: 4194.259277
	Iteration 22Q: 3 clusters Score -554200.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -554203.625000 Penalty: 4194.259277
	Iteration 23Q: 3 clusters Score -554203.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -554205.500000 Penalty: 4194.259277
	Iteration 24Q: 3 clusters Score -554205.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -554208.250000 Penalty: 4194.259277
	Iteration 25Q: 3 clusters Score -554208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -554208.000000 Penalty: 4194.259277
	Iteration 26Q: 3 clusters Score -554208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -554208.312500 Penalty: 4194.259277
	Iteration 27Q: 3 clusters Score -554208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -554210.062500 Penalty: 4194.259277
	Iteration 28Q: 3 clusters Score -554210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -554210.250000 Penalty: 4194.259277
	Iteration 29Q: 3 clusters Score -554210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -554211.000000 Penalty: 4194.259277
	Iteration 30Q: 3 clusters Score -554211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -554211.000000 Penalty: 4194.259277
	Iteration 31F: 3 clusters Score -554211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -511607.968750 Penalty: 2079.997070
	Iteration 0F: 2 clusters Score -511608 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 2203 members 
Entering Unmasked Estep 
Score: -507453.906250 Penalty: 4159.994141
	Iteration 0F: 3 clusters Score -507453.9 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -508520.656250 Penalty: 4159.994141
	Iteration 1F: 3 clusters Score -508520.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -508929.812500 Penalty: 4159.994141
	Iteration 2F: 3 clusters Score -508929.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -509365.437500 Penalty: 4159.994141
	Iteration 3F: 3 clusters Score -509365.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -509854.812500 Penalty: 4159.994141
	Iteration 4F: 3 clusters Score -509854.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -510338.281250 Penalty: 4159.994141
	Iteration 5F: 3 clusters Score -510338.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -510709.843750 Penalty: 4159.994141
	Iteration 6F: 3 clusters Score -510709.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -510939.375000 Penalty: 4159.994141
	Iteration 7Q: 3 clusters Score -510939.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -511064.750000 Penalty: 4159.994141
	Iteration 8Q: 3 clusters Score -511064.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -511153.968750 Penalty: 4159.994141
	Iteration 9Q: 3 clusters Score -511154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -511203.156250 Penalty: 4159.994141
	Iteration 10Q: 3 clusters Score -511203.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -511230.750000 Penalty: 4159.994141
	Iteration 11Q: 3 clusters Score -511230.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -511250.156250 Penalty: 4159.994141
	Iteration 12Q: 3 clusters Score -511250.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -511257.843750 Penalty: 4159.994141
	Iteration 13Q: 3 clusters Score -511257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -511263.468750 Penalty: 4159.994141
	Iteration 14Q: 3 clusters Score -511263.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -511267.062500 Penalty: 4159.994141
	Iteration 15Q: 3 clusters Score -511267.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -511269.187500 Penalty: 4159.994141
	Iteration 16Q: 3 clusters Score -511269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -511270.687500 Penalty: 4159.994141
	Iteration 17Q: 3 clusters Score -511270.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -511271.968750 Penalty: 4159.994141
	Iteration 18Q: 3 clusters Score -511272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -511271.968750 Penalty: 4159.994141
	Iteration 19F: 3 clusters Score -511272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (6051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Entering Unmasked Estep 
Score: -634967.500000 Penalty: 2159.578857
	Iteration 0F: 2 clusters Score -634967.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -629907.687500 Penalty: 4319.157715
	Iteration 0F: 3 clusters Score -629907.7 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -631389.375000 Penalty: 4319.157715
	Iteration 1F: 3 clusters Score -631389.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -631764.562500 Penalty: 4319.157715
	Iteration 2F: 3 clusters Score -631764.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -632072.562500 Penalty: 4319.157715
	Iteration 3F: 3 clusters Score -632072.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -632387.375000 Penalty: 4319.157715
	Iteration 4F: 3 clusters Score -632387.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -632652.687500 Penalty: 4319.157715
	Iteration 5F: 3 clusters Score -632652.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -632909.625000 Penalty: 4319.157715
	Iteration 6Q: 3 clusters Score -632909.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -633124.062500 Penalty: 4319.157715
	Iteration 7Q: 3 clusters Score -633124.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -633287.937500 Penalty: 4319.157715
	Iteration 8Q: 3 clusters Score -633287.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -633454.437500 Penalty: 4319.157715
	Iteration 9Q: 3 clusters Score -633454.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -633632.437500 Penalty: 4319.157715
	Iteration 10Q: 3 clusters Score -633632.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -633792.000000 Penalty: 4319.157715
	Iteration 11Q: 3 clusters Score -633792 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -633889.875000 Penalty: 4319.157715
	Iteration 12Q: 3 clusters Score -633889.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -633973.812500 Penalty: 4319.157715
	Iteration 13Q: 3 clusters Score -633973.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -634033.375000 Penalty: 4319.157715
	Iteration 14Q: 3 clusters Score -634033.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -634075.375000 Penalty: 4319.157715
	Iteration 15Q: 3 clusters Score -634075.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -634110.000000 Penalty: 4319.157715
	Iteration 16Q: 3 clusters Score -634110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -634144.812500 Penalty: 4319.157715
	Iteration 17Q: 3 clusters Score -634144.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -634169.187500 Penalty: 4319.157715
	Iteration 18Q: 3 clusters Score -634169.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -634185.250000 Penalty: 4319.157715
	Iteration 19Q: 3 clusters Score -634185.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -634200.375000 Penalty: 4319.157715
	Iteration 20F: 3 clusters Score -634200.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -634220.937500 Penalty: 4319.157715
	Iteration 21Q: 3 clusters Score -634220.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -634233.500000 Penalty: 4319.157715
	Iteration 22Q: 3 clusters Score -634233.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -634248.687500 Penalty: 4319.157715
	Iteration 23Q: 3 clusters Score -634248.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -634264.437500 Penalty: 4319.157715
	Iteration 24Q: 3 clusters Score -634264.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -634273.687500 Penalty: 4319.157715
	Iteration 25Q: 3 clusters Score -634273.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -634288.062500 Penalty: 4319.157715
	Iteration 26Q: 3 clusters Score -634288.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -634303.437500 Penalty: 4319.157715
	Iteration 27Q: 3 clusters Score -634303.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -634318.250000 Penalty: 4319.157715
	Iteration 28Q: 3 clusters Score -634318.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -634323.875000 Penalty: 4319.157715
	Iteration 29Q: 3 clusters Score -634323.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -634331.625000 Penalty: 4319.157715
	Iteration 30Q: 3 clusters Score -634331.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -634335.062500 Penalty: 4319.157715
	Iteration 31Q: 3 clusters Score -634335.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -634338.687500 Penalty: 4319.157715
	Iteration 32Q: 3 clusters Score -634338.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -634339.187500 Penalty: 4319.157715
	Iteration 33Q: 3 clusters Score -634339.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -634344.312500 Penalty: 4319.157715
	Iteration 34Q: 3 clusters Score -634344.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -634347.125000 Penalty: 4319.157715
	Iteration 35Q: 3 clusters Score -634347.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -634348.625000 Penalty: 4319.157715
	Iteration 36Q: 3 clusters Score -634348.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -634351.187500 Penalty: 4319.157715
	Iteration 37Q: 3 clusters Score -634351.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -634353.187500 Penalty: 4319.157715
	Iteration 38Q: 3 clusters Score -634353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -634352.812500 Penalty: 4319.157715
	Iteration 39Q: 3 clusters Score -634352.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -634352.812500 Penalty: 4319.157715
	Iteration 40F: 3 clusters Score -634352.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -288735.781250 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -288735.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -285775.937500 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -285775.9 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -286331.750000 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -286331.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -286496.875000 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -286496.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -286609.593750 Penalty: 3871.313232
	Iteration 3F: 3 clusters Score -286609.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -286690.562500 Penalty: 3871.313232
	Iteration 4Q: 3 clusters Score -286690.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -286746.781250 Penalty: 3871.313232
	Iteration 5Q: 3 clusters Score -286746.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -286792.687500 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -286792.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -286835.062500 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -286835.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -286869.437500 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -286869.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -286922.093750 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -286922.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -286972.250000 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -286972.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -287012.437500 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -287012.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -287054.343750 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -287054.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -287098.656250 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -287098.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -287133.250000 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -287133.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -287158.437500 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -287158.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -287184.875000 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -287184.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -287216.750000 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -287216.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -287253.250000 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -287253.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -287286.562500 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -287286.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -287306.937500 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -287306.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -287327.812500 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -287327.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -287346.031250 Penalty: 3871.313232
	Iteration 22Q: 3 clusters Score -287346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -287364.812500 Penalty: 3871.313232
	Iteration 23Q: 3 clusters Score -287364.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -287384.156250 Penalty: 3871.313232
	Iteration 24Q: 3 clusters Score -287384.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -287397.906250 Penalty: 3871.313232
	Iteration 25Q: 3 clusters Score -287397.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -287408.093750 Penalty: 3871.313232
	Iteration 26Q: 3 clusters Score -287408.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -287416.687500 Penalty: 3871.313232
	Iteration 27Q: 3 clusters Score -287416.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -287426.125000 Penalty: 3871.313232
	Iteration 28Q: 3 clusters Score -287426.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -287430.062500 Penalty: 3871.313232
	Iteration 29Q: 3 clusters Score -287430.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -287433.750000 Penalty: 3871.313232
	Iteration 30Q: 3 clusters Score -287433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -287436.218750 Penalty: 3871.313232
	Iteration 31Q: 3 clusters Score -287436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -287440.000000 Penalty: 3871.313232
	Iteration 32Q: 3 clusters Score -287440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -287444.781250 Penalty: 3871.313232
	Iteration 33Q: 3 clusters Score -287444.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -287446.843750 Penalty: 3871.313232
	Iteration 34Q: 3 clusters Score -287446.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -287449.531250 Penalty: 3871.313232
	Iteration 35Q: 3 clusters Score -287449.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -287453.125000 Penalty: 3871.313232
	Iteration 36Q: 3 clusters Score -287453.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -287456.625000 Penalty: 3871.313232
	Iteration 37Q: 3 clusters Score -287456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -287459.031250 Penalty: 3871.313232
	Iteration 38Q: 3 clusters Score -287459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -287459.031250 Penalty: 3871.313232
	Iteration 39F: 3 clusters Score -287459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -510152.343750 Penalty: 2080.335693
	Iteration 0F: 2 clusters Score -510152.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -506108.343750 Penalty: 4160.671387
	Iteration 0F: 3 clusters Score -506108.3 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -507068.781250 Penalty: 4160.671387
	Iteration 1F: 3 clusters Score -507068.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -507426.343750 Penalty: 4160.671387
	Iteration 2F: 3 clusters Score -507426.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -507721.406250 Penalty: 4160.671387
	Iteration 3F: 3 clusters Score -507721.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -507986.062500 Penalty: 4160.671387
	Iteration 4F: 3 clusters Score -507986.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -508239.718750 Penalty: 4160.671387
	Iteration 5F: 3 clusters Score -508239.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -508418.843750 Penalty: 4160.671387
	Iteration 6Q: 3 clusters Score -508418.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -508570.125000 Penalty: 4160.671387
	Iteration 7Q: 3 clusters Score -508570.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -508681.312500 Penalty: 4160.671387
	Iteration 8Q: 3 clusters Score -508681.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -508752.906250 Penalty: 4160.671387
	Iteration 9Q: 3 clusters Score -508752.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -508804.687500 Penalty: 4160.671387
	Iteration 10Q: 3 clusters Score -508804.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -508828.718750 Penalty: 4160.671387
	Iteration 11Q: 3 clusters Score -508828.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -508855.687500 Penalty: 4160.671387
	Iteration 12Q: 3 clusters Score -508855.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -508873.781250 Penalty: 4160.671387
	Iteration 13Q: 3 clusters Score -508873.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -508892.437500 Penalty: 4160.671387
	Iteration 14Q: 3 clusters Score -508892.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -508905.593750 Penalty: 4160.671387
	Iteration 15Q: 3 clusters Score -508905.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -508914.906250 Penalty: 4160.671387
	Iteration 16Q: 3 clusters Score -508914.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -508923.156250 Penalty: 4160.671387
	Iteration 17Q: 3 clusters Score -508923.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -508930.000000 Penalty: 4160.671387
	Iteration 18Q: 3 clusters Score -508930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -508932.500000 Penalty: 4160.671387
	Iteration 19Q: 3 clusters Score -508932.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -508938.062500 Penalty: 4160.671387
	Iteration 20F: 3 clusters Score -508938.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -508940.781250 Penalty: 4160.671387
	Iteration 21Q: 3 clusters Score -508940.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -508946.562500 Penalty: 4160.671387
	Iteration 22Q: 3 clusters Score -508946.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -508952.937500 Penalty: 4160.671387
	Iteration 23Q: 3 clusters Score -508952.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -508957.906250 Penalty: 4160.671387
	Iteration 24Q: 3 clusters Score -508957.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -508961.343750 Penalty: 4160.671387
	Iteration 25Q: 3 clusters Score -508961.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -508965.062500 Penalty: 4160.671387
	Iteration 26Q: 3 clusters Score -508965.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -508966.187500 Penalty: 4160.671387
	Iteration 27Q: 3 clusters Score -508966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -508966.531250 Penalty: 4160.671387
	Iteration 28Q: 3 clusters Score -508966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -508967.875000 Penalty: 4160.671387
	Iteration 29Q: 3 clusters Score -508967.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -508967.781250 Penalty: 4160.671387
	Iteration 30Q: 3 clusters Score -508967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -508967.781250 Penalty: 4160.671387
	Iteration 31F: 3 clusters Score -508967.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -130493.703125 Penalty: 1742.994019
	Iteration 0F: 2 clusters Score -130493.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -128481.875000 Penalty: 3485.988037
	Iteration 0F: 3 clusters Score -128481.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -128827.781250 Penalty: 3485.988037
	Iteration 1F: 3 clusters Score -128827.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -128958.679688 Penalty: 3485.988037
	Iteration 2F: 3 clusters Score -128958.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -129023.773438 Penalty: 3485.988037
	Iteration 3Q: 3 clusters Score -129023.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -129059.367188 Penalty: 3485.988037
	Iteration 4Q: 3 clusters Score -129059.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -129095.648438 Penalty: 3485.988037
	Iteration 5Q: 3 clusters Score -129095.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -129128.945312 Penalty: 3485.988037
	Iteration 6Q: 3 clusters Score -129128.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -129150.484375 Penalty: 3485.988037
	Iteration 7Q: 3 clusters Score -129150.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -129172.382812 Penalty: 3485.988037
	Iteration 8Q: 3 clusters Score -129172.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129189.640625 Penalty: 3485.988037
	Iteration 9Q: 3 clusters Score -129189.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -129207.015625 Penalty: 3485.988037
	Iteration 10Q: 3 clusters Score -129207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -129216.125000 Penalty: 3485.988037
	Iteration 11Q: 3 clusters Score -129216.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -129226.828125 Penalty: 3485.988037
	Iteration 12Q: 3 clusters Score -129226.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -129244.789062 Penalty: 3485.988037
	Iteration 13Q: 3 clusters Score -129244.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -129271.070312 Penalty: 3485.988037
	Iteration 14Q: 3 clusters Score -129271.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -129320.656250 Penalty: 3485.988037
	Iteration 15Q: 3 clusters Score -129320.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -129398.421875 Penalty: 3485.988037
	Iteration 16Q: 3 clusters Score -129398.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -129515.773438 Penalty: 3485.988037
	Iteration 17Q: 3 clusters Score -129515.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -129595.671875 Penalty: 3485.988037
	Iteration 18Q: 3 clusters Score -129595.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -129643.335938 Penalty: 3485.988037
	Iteration 19Q: 3 clusters Score -129643.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -129686.523438 Penalty: 3485.988037
	Iteration 20F: 3 clusters Score -129686.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -129707.164062 Penalty: 3485.988037
	Iteration 21Q: 3 clusters Score -129707.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -129710.140625 Penalty: 3485.988037
	Iteration 22Q: 3 clusters Score -129710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -129713.140625 Penalty: 3485.988037
	Iteration 23Q: 3 clusters Score -129713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -129715.312500 Penalty: 3485.988037
	Iteration 24Q: 3 clusters Score -129715.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -129718.421875 Penalty: 3485.988037
	Iteration 25Q: 3 clusters Score -129718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -129720.937500 Penalty: 3485.988037
	Iteration 26Q: 3 clusters Score -129720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -129721.507812 Penalty: 3485.988037
	Iteration 27Q: 3 clusters Score -129721.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -129721.507812 Penalty: 3485.988037
	Iteration 28F: 3 clusters Score -129721.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -1963472.125000 Penalty: 2395.825684
	Iteration 0F: 2 clusters Score -1963472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1952201.000000 Penalty: 4791.651367
	Iteration 0F: 3 clusters Score -1952201 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1955735.750000 Penalty: 4791.651367
	Iteration 1F: 3 clusters Score -1955736 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1956033.625000 Penalty: 4791.651367
	Iteration 2F: 3 clusters Score -1956034 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1956279.875000 Penalty: 4791.651367
	Iteration 3Q: 3 clusters Score -1956280 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1956486.000000 Penalty: 4791.651367
	Iteration 4Q: 3 clusters Score -1956486 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1956659.500000 Penalty: 4791.651367
	Iteration 5Q: 3 clusters Score -1956660 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1956835.875000 Penalty: 4791.651367
	Iteration 6Q: 3 clusters Score -1956836 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1957004.875000 Penalty: 4791.651367
	Iteration 7Q: 3 clusters Score -1957005 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1957157.500000 Penalty: 4791.651367
	Iteration 8Q: 3 clusters Score -1957158 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1957304.125000 Penalty: 4791.651367
	Iteration 9Q: 3 clusters Score -1957304 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1957468.375000 Penalty: 4791.651367
	Iteration 10Q: 3 clusters Score -1957468 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1957671.625000 Penalty: 4791.651367
	Iteration 11Q: 3 clusters Score -1957672 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1957898.750000 Penalty: 4791.651367
	Iteration 12Q: 3 clusters Score -1957899 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1958174.000000 Penalty: 4791.651367
	Iteration 13Q: 3 clusters Score -1958174 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1958497.625000 Penalty: 4791.651367
	Iteration 14Q: 3 clusters Score -1958498 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1958854.125000 Penalty: 4791.651367
	Iteration 15Q: 3 clusters Score -1958854 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1959238.625000 Penalty: 4791.651367
	Iteration 16Q: 3 clusters Score -1959239 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1959609.875000 Penalty: 4791.651367
	Iteration 17Q: 3 clusters Score -1959610 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1959972.125000 Penalty: 4791.651367
	Iteration 18Q: 3 clusters Score -1959972 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1960350.000000 Penalty: 4791.651367
	Iteration 19Q: 3 clusters Score -1960350 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1960630.500000 Penalty: 4791.651367
	Iteration 20F: 3 clusters Score -1960630 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1960851.375000 Penalty: 4791.651367
	Iteration 21Q: 3 clusters Score -1960851 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1961009.750000 Penalty: 4791.651367
	Iteration 22Q: 3 clusters Score -1961010 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1961113.375000 Penalty: 4791.651367
	Iteration 23Q: 3 clusters Score -1961113 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1961181.875000 Penalty: 4791.651367
	Iteration 24Q: 3 clusters Score -1961182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1961236.125000 Penalty: 4791.651367
	Iteration 25Q: 3 clusters Score -1961236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1961281.500000 Penalty: 4791.651367
	Iteration 26Q: 3 clusters Score -1961282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1961333.375000 Penalty: 4791.651367
	Iteration 27Q: 3 clusters Score -1961333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1961362.125000 Penalty: 4791.651367
	Iteration 28Q: 3 clusters Score -1961362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1961379.500000 Penalty: 4791.651367
	Iteration 29Q: 3 clusters Score -1961380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1961386.750000 Penalty: 4791.651367
	Iteration 30Q: 3 clusters Score -1961387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1961396.000000 Penalty: 4791.651367
	Iteration 31Q: 3 clusters Score -1961396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1961404.750000 Penalty: 4791.651367
	Iteration 32Q: 3 clusters Score -1961405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1961410.000000 Penalty: 4791.651367
	Iteration 33Q: 3 clusters Score -1961410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1961409.625000 Penalty: 4791.651367
	Iteration 34Q: 3 clusters Score -1961410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1961412.750000 Penalty: 4791.651367
	Iteration 35Q: 3 clusters Score -1961413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1961418.250000 Penalty: 4791.651367
	Iteration 36Q: 3 clusters Score -1961418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1961418.250000 Penalty: 4791.651367
	Iteration 37Q: 3 clusters Score -1961418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1961418.250000 Penalty: 4791.651367
	Iteration 38Q: 3 clusters Score -1961418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1961421.250000 Penalty: 4791.651367
	Iteration 39Q: 3 clusters Score -1961421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1961421.500000 Penalty: 4791.651367
	Iteration 40F: 3 clusters Score -1961422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -480189.250000 Penalty: 1987.637329
	Iteration 0F: 2 clusters Score -480189.2 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 1529 members 
Entering Unmasked Estep 
Score: -476922.812500 Penalty: 3975.274658
	Iteration 0F: 3 clusters Score -476922.8 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -477789.000000 Penalty: 3975.274658
	Iteration 1F: 3 clusters Score -477789 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -478117.531250 Penalty: 3975.274658
	Iteration 2F: 3 clusters Score -478117.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -478412.718750 Penalty: 3975.274658
	Iteration 3F: 3 clusters Score -478412.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -478703.875000 Penalty: 3975.274658
	Iteration 4F: 3 clusters Score -478703.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -478944.500000 Penalty: 3975.274658
	Iteration 5F: 3 clusters Score -478944.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -479093.656250 Penalty: 3975.274658
	Iteration 6Q: 3 clusters Score -479093.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -479180.937500 Penalty: 3975.274658
	Iteration 7Q: 3 clusters Score -479180.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -479231.906250 Penalty: 3975.274658
	Iteration 8Q: 3 clusters Score -479231.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -479270.187500 Penalty: 3975.274658
	Iteration 9Q: 3 clusters Score -479270.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -479299.562500 Penalty: 3975.274658
	Iteration 10Q: 3 clusters Score -479299.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -479321.437500 Penalty: 3975.274658
	Iteration 11Q: 3 clusters Score -479321.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -479332.937500 Penalty: 3975.274658
	Iteration 12Q: 3 clusters Score -479332.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -479343.406250 Penalty: 3975.274658
	Iteration 13Q: 3 clusters Score -479343.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -479355.531250 Penalty: 3975.274658
	Iteration 14Q: 3 clusters Score -479355.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -479366.406250 Penalty: 3975.274658
	Iteration 15Q: 3 clusters Score -479366.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -479371.156250 Penalty: 3975.274658
	Iteration 16Q: 3 clusters Score -479371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -479374.562500 Penalty: 3975.274658
	Iteration 17Q: 3 clusters Score -479374.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -479378.218750 Penalty: 3975.274658
	Iteration 18Q: 3 clusters Score -479378.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -479381.062500 Penalty: 3975.274658
	Iteration 19Q: 3 clusters Score -479381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -479382.187500 Penalty: 3975.274658
	Iteration 20F: 3 clusters Score -479382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -479384.937500 Penalty: 3975.274658
	Iteration 21Q: 3 clusters Score -479384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -479385.375000 Penalty: 3975.274658
	Iteration 22Q: 3 clusters Score -479385.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -479385.375000 Penalty: 3975.274658
	Iteration 23F: 3 clusters Score -479385.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -357038.250000 Penalty: 1986.569214
	Iteration 0F: 2 clusters Score -357038.2 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 1494 members 
Entering Unmasked Estep 
Score: -353740.437500 Penalty: 3973.138428
	Iteration 0F: 3 clusters Score -353740.4 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -354388.531250 Penalty: 3973.138428
	Iteration 1F: 3 clusters Score -354388.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -354541.468750 Penalty: 3973.138428
	Iteration 2F: 3 clusters Score -354541.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -354635.625000 Penalty: 3973.138428
	Iteration 3Q: 3 clusters Score -354635.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -354708.500000 Penalty: 3973.138428
	Iteration 4Q: 3 clusters Score -354708.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -354761.187500 Penalty: 3973.138428
	Iteration 5Q: 3 clusters Score -354761.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -354797.437500 Penalty: 3973.138428
	Iteration 6Q: 3 clusters Score -354797.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -354831.500000 Penalty: 3973.138428
	Iteration 7Q: 3 clusters Score -354831.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -354860.500000 Penalty: 3973.138428
	Iteration 8Q: 3 clusters Score -354860.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -354885.562500 Penalty: 3973.138428
	Iteration 9Q: 3 clusters Score -354885.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -354909.437500 Penalty: 3973.138428
	Iteration 10Q: 3 clusters Score -354909.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -354928.843750 Penalty: 3973.138428
	Iteration 11Q: 3 clusters Score -354928.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -354944.031250 Penalty: 3973.138428
	Iteration 12Q: 3 clusters Score -354944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -354960.843750 Penalty: 3973.138428
	Iteration 13Q: 3 clusters Score -354960.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -354972.468750 Penalty: 3973.138428
	Iteration 14Q: 3 clusters Score -354972.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -354979.781250 Penalty: 3973.138428
	Iteration 15Q: 3 clusters Score -354979.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -354987.468750 Penalty: 3973.138428
	Iteration 16Q: 3 clusters Score -354987.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -354996.375000 Penalty: 3973.138428
	Iteration 17Q: 3 clusters Score -354996.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -355002.343750 Penalty: 3973.138428
	Iteration 18Q: 3 clusters Score -355002.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -355007.906250 Penalty: 3973.138428
	Iteration 19Q: 3 clusters Score -355007.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -355012.906250 Penalty: 3973.138428
	Iteration 20F: 3 clusters Score -355012.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -355018.437500 Penalty: 3973.138428
	Iteration 21Q: 3 clusters Score -355018.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -355025.031250 Penalty: 3973.138428
	Iteration 22Q: 3 clusters Score -355025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -355030.000000 Penalty: 3973.138428
	Iteration 23Q: 3 clusters Score -355030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -355038.656250 Penalty: 3973.138428
	Iteration 24Q: 3 clusters Score -355038.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -355051.062500 Penalty: 3973.138428
	Iteration 25Q: 3 clusters Score -355051.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -355059.468750 Penalty: 3973.138428
	Iteration 26Q: 3 clusters Score -355059.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -355064.281250 Penalty: 3973.138428
	Iteration 27Q: 3 clusters Score -355064.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -355073.343750 Penalty: 3973.138428
	Iteration 28Q: 3 clusters Score -355073.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -355077.687500 Penalty: 3973.138428
	Iteration 29Q: 3 clusters Score -355077.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -355084.625000 Penalty: 3973.138428
	Iteration 30Q: 3 clusters Score -355084.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -355092.375000 Penalty: 3973.138428
	Iteration 31Q: 3 clusters Score -355092.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -355099.812500 Penalty: 3973.138428
	Iteration 32Q: 3 clusters Score -355099.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -355104.250000 Penalty: 3973.138428
	Iteration 33Q: 3 clusters Score -355104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -355109.406250 Penalty: 3973.138428
	Iteration 34Q: 3 clusters Score -355109.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -355114.281250 Penalty: 3973.138428
	Iteration 35Q: 3 clusters Score -355114.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -355120.250000 Penalty: 3973.138428
	Iteration 36Q: 3 clusters Score -355120.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -355123.281250 Penalty: 3973.138428
	Iteration 37Q: 3 clusters Score -355123.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -355127.093750 Penalty: 3973.138428
	Iteration 38Q: 3 clusters Score -355127.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -355130.812500 Penalty: 3973.138428
	Iteration 39Q: 3 clusters Score -355130.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -355136.687500 Penalty: 3973.138428
	Iteration 40F: 3 clusters Score -355136.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -355143.250000 Penalty: 3973.138428
	Iteration 41Q: 3 clusters Score -355143.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -355148.312500 Penalty: 3973.138428
	Iteration 42Q: 3 clusters Score -355148.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -355152.375000 Penalty: 3973.138428
	Iteration 43Q: 3 clusters Score -355152.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -355155.812500 Penalty: 3973.138428
	Iteration 44Q: 3 clusters Score -355155.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -355158.562500 Penalty: 3973.138428
	Iteration 45Q: 3 clusters Score -355158.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -355161.093750 Penalty: 3973.138428
	Iteration 46Q: 3 clusters Score -355161.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -355165.281250 Penalty: 3973.138428
	Iteration 47Q: 3 clusters Score -355165.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -355166.593750 Penalty: 3973.138428
	Iteration 48Q: 3 clusters Score -355166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -355168.656250 Penalty: 3973.138428
	Iteration 49Q: 3 clusters Score -355168.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -355168.312500 Penalty: 3973.138428
	Iteration 50Q: 3 clusters Score -355168.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -355168.312500 Penalty: 3973.138428
	Iteration 51F: 3 clusters Score -355168.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -73799.585938 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -73799.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -72310.539062 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -72310.54 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72500.781250 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -72500.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -72600.484375 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -72600.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72642.468750 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -72642.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72675.773438 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -72675.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72691.382812 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -72691.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -72700.929688 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -72700.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -72725.710938 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -72725.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -72733.992188 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -72733.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72736.304688 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -72736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72740.148438 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -72740.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72740.148438 Penalty: 3049.640381
	Iteration 11F: 3 clusters Score -72740.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (10691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Entering Unmasked Estep 
Score: -1177950.750000 Penalty: 2300.735107
	Iteration 0F: 2 clusters Score -1177951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1169846.750000 Penalty: 4601.470215
	Iteration 0F: 3 clusters Score -1169847 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1172277.375000 Penalty: 4601.470215
	Iteration 1F: 3 clusters Score -1172277 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1172578.625000 Penalty: 4601.470215
	Iteration 2F: 3 clusters Score -1172579 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1172817.875000 Penalty: 4601.470215
	Iteration 3Q: 3 clusters Score -1172818 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1173029.875000 Penalty: 4601.470215
	Iteration 4Q: 3 clusters Score -1173030 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1173200.125000 Penalty: 4601.470215
	Iteration 5Q: 3 clusters Score -1173200 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1173366.125000 Penalty: 4601.470215
	Iteration 6Q: 3 clusters Score -1173366 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1173538.125000 Penalty: 4601.470215
	Iteration 7Q: 3 clusters Score -1173538 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1173688.500000 Penalty: 4601.470215
	Iteration 8Q: 3 clusters Score -1173688 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1173863.625000 Penalty: 4601.470215
	Iteration 9Q: 3 clusters Score -1173864 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1174034.375000 Penalty: 4601.470215
	Iteration 10Q: 3 clusters Score -1174034 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1174238.750000 Penalty: 4601.470215
	Iteration 11Q: 3 clusters Score -1174239 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1174452.250000 Penalty: 4601.470215
	Iteration 12Q: 3 clusters Score -1174452 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1174685.750000 Penalty: 4601.470215
	Iteration 13Q: 3 clusters Score -1174686 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1174939.125000 Penalty: 4601.470215
	Iteration 14Q: 3 clusters Score -1174939 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1175195.375000 Penalty: 4601.470215
	Iteration 15Q: 3 clusters Score -1175195 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1175439.125000 Penalty: 4601.470215
	Iteration 16Q: 3 clusters Score -1175439 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1175689.625000 Penalty: 4601.470215
	Iteration 17Q: 3 clusters Score -1175690 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1175910.750000 Penalty: 4601.470215
	Iteration 18Q: 3 clusters Score -1175911 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1176082.125000 Penalty: 4601.470215
	Iteration 19Q: 3 clusters Score -1176082 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1176210.750000 Penalty: 4601.470215
	Iteration 20F: 3 clusters Score -1176211 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1176321.000000 Penalty: 4601.470215
	Iteration 21Q: 3 clusters Score -1176321 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1176401.875000 Penalty: 4601.470215
	Iteration 22Q: 3 clusters Score -1176402 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1176455.000000 Penalty: 4601.470215
	Iteration 23Q: 3 clusters Score -1176455 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1176497.500000 Penalty: 4601.470215
	Iteration 24Q: 3 clusters Score -1176498 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1176544.625000 Penalty: 4601.470215
	Iteration 25Q: 3 clusters Score -1176545 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1176593.125000 Penalty: 4601.470215
	Iteration 26Q: 3 clusters Score -1176593 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1176639.750000 Penalty: 4601.470215
	Iteration 27Q: 3 clusters Score -1176640 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1176683.375000 Penalty: 4601.470215
	Iteration 28Q: 3 clusters Score -1176683 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1176725.875000 Penalty: 4601.470215
	Iteration 29Q: 3 clusters Score -1176726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1176765.250000 Penalty: 4601.470215
	Iteration 30Q: 3 clusters Score -1176765 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1176793.000000 Penalty: 4601.470215
	Iteration 31Q: 3 clusters Score -1176793 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1176829.250000 Penalty: 4601.470215
	Iteration 32Q: 3 clusters Score -1176829 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1176863.500000 Penalty: 4601.470215
	Iteration 33Q: 3 clusters Score -1176864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1176885.750000 Penalty: 4601.470215
	Iteration 34Q: 3 clusters Score -1176886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1176904.125000 Penalty: 4601.470215
	Iteration 35Q: 3 clusters Score -1176904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1176913.000000 Penalty: 4601.470215
	Iteration 36Q: 3 clusters Score -1176913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1176925.125000 Penalty: 4601.470215
	Iteration 37Q: 3 clusters Score -1176925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1176933.375000 Penalty: 4601.470215
	Iteration 38Q: 3 clusters Score -1176933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1176940.250000 Penalty: 4601.470215
	Iteration 39Q: 3 clusters Score -1176940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1176946.125000 Penalty: 4601.470215
	Iteration 40F: 3 clusters Score -1176946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1176950.625000 Penalty: 4601.470215
	Iteration 41Q: 3 clusters Score -1176951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1176958.375000 Penalty: 4601.470215
	Iteration 42Q: 3 clusters Score -1176958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1176962.000000 Penalty: 4601.470215
	Iteration 43Q: 3 clusters Score -1176962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1176961.000000 Penalty: 4601.470215
	Iteration 44Q: 3 clusters Score -1176961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1176963.250000 Penalty: 4601.470215
	Iteration 45Q: 3 clusters Score -1176963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1176963.875000 Penalty: 4601.470215
	Iteration 46Q: 3 clusters Score -1176964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1176967.125000 Penalty: 4601.470215
	Iteration 47Q: 3 clusters Score -1176967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1176967.000000 Penalty: 4601.470215
	Iteration 48Q: 3 clusters Score -1176967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1176971.250000 Penalty: 4601.470215
	Iteration 49Q: 3 clusters Score -1176971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1176971.750000 Penalty: 4601.470215
	Iteration 50Q: 3 clusters Score -1176972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1176970.625000 Penalty: 4601.470215
	Iteration 51Q: 3 clusters Score -1176971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1176971.500000 Penalty: 4601.470215
	Iteration 52Q: 3 clusters Score -1176972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1176971.500000 Penalty: 4601.470215
	Iteration 53F: 3 clusters Score -1176972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (7151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Entering Unmasked Estep 
Score: -865506.625000 Penalty: 2201.001953
	Iteration 0F: 2 clusters Score -865506.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -859652.812500 Penalty: 4402.003906
	Iteration 0F: 3 clusters Score -859652.8 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -861187.812500 Penalty: 4402.003906
	Iteration 1F: 3 clusters Score -861187.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -861424.187500 Penalty: 4402.003906
	Iteration 2F: 3 clusters Score -861424.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -861570.750000 Penalty: 4402.003906
	Iteration 3Q: 3 clusters Score -861570.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -861679.437500 Penalty: 4402.003906
	Iteration 4Q: 3 clusters Score -861679.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -861767.625000 Penalty: 4402.003906
	Iteration 5Q: 3 clusters Score -861767.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -861835.812500 Penalty: 4402.003906
	Iteration 6Q: 3 clusters Score -861835.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -861887.312500 Penalty: 4402.003906
	Iteration 7Q: 3 clusters Score -861887.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -861946.187500 Penalty: 4402.003906
	Iteration 8Q: 3 clusters Score -861946.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -861994.750000 Penalty: 4402.003906
	Iteration 9Q: 3 clusters Score -861994.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -862048.437500 Penalty: 4402.003906
	Iteration 10Q: 3 clusters Score -862048.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -862099.062500 Penalty: 4402.003906
	Iteration 11Q: 3 clusters Score -862099.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -862150.562500 Penalty: 4402.003906
	Iteration 12Q: 3 clusters Score -862150.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -862192.687500 Penalty: 4402.003906
	Iteration 13Q: 3 clusters Score -862192.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -862237.250000 Penalty: 4402.003906
	Iteration 14Q: 3 clusters Score -862237.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -862280.062500 Penalty: 4402.003906
	Iteration 15Q: 3 clusters Score -862280.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -862332.000000 Penalty: 4402.003906
	Iteration 16Q: 3 clusters Score -862332 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -862398.187500 Penalty: 4402.003906
	Iteration 17Q: 3 clusters Score -862398.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -862474.875000 Penalty: 4402.003906
	Iteration 18Q: 3 clusters Score -862474.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -862558.000000 Penalty: 4402.003906
	Iteration 19Q: 3 clusters Score -862558 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -862634.437500 Penalty: 4402.003906
	Iteration 20F: 3 clusters Score -862634.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -862704.562500 Penalty: 4402.003906
	Iteration 21Q: 3 clusters Score -862704.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -862771.937500 Penalty: 4402.003906
	Iteration 22Q: 3 clusters Score -862771.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -862842.687500 Penalty: 4402.003906
	Iteration 23Q: 3 clusters Score -862842.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -862913.312500 Penalty: 4402.003906
	Iteration 24Q: 3 clusters Score -862913.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -862988.000000 Penalty: 4402.003906
	Iteration 25Q: 3 clusters Score -862988 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -863052.750000 Penalty: 4402.003906
	Iteration 26Q: 3 clusters Score -863052.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -863107.312500 Penalty: 4402.003906
	Iteration 27Q: 3 clusters Score -863107.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -863161.125000 Penalty: 4402.003906
	Iteration 28Q: 3 clusters Score -863161.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -863203.625000 Penalty: 4402.003906
	Iteration 29Q: 3 clusters Score -863203.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -863242.187500 Penalty: 4402.003906
	Iteration 30Q: 3 clusters Score -863242.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -863279.437500 Penalty: 4402.003906
	Iteration 31Q: 3 clusters Score -863279.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -863310.375000 Penalty: 4402.003906
	Iteration 32Q: 3 clusters Score -863310.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -863338.062500 Penalty: 4402.003906
	Iteration 33Q: 3 clusters Score -863338.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -863368.625000 Penalty: 4402.003906
	Iteration 34Q: 3 clusters Score -863368.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -863396.562500 Penalty: 4402.003906
	Iteration 35Q: 3 clusters Score -863396.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -863414.312500 Penalty: 4402.003906
	Iteration 36Q: 3 clusters Score -863414.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -863431.500000 Penalty: 4402.003906
	Iteration 37Q: 3 clusters Score -863431.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -863452.625000 Penalty: 4402.003906
	Iteration 38Q: 3 clusters Score -863452.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -863476.500000 Penalty: 4402.003906
	Iteration 39Q: 3 clusters Score -863476.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -863501.000000 Penalty: 4402.003906
	Iteration 40F: 3 clusters Score -863501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -863520.437500 Penalty: 4402.003906
	Iteration 41Q: 3 clusters Score -863520.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -863533.437500 Penalty: 4402.003906
	Iteration 42Q: 3 clusters Score -863533.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -863549.687500 Penalty: 4402.003906
	Iteration 43Q: 3 clusters Score -863549.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -863568.875000 Penalty: 4402.003906
	Iteration 44Q: 3 clusters Score -863568.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -863579.250000 Penalty: 4402.003906
	Iteration 45Q: 3 clusters Score -863579.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -863588.062500 Penalty: 4402.003906
	Iteration 46Q: 3 clusters Score -863588.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -863596.687500 Penalty: 4402.003906
	Iteration 47Q: 3 clusters Score -863596.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -863603.937500 Penalty: 4402.003906
	Iteration 48Q: 3 clusters Score -863603.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -863607.625000 Penalty: 4402.003906
	Iteration 49Q: 3 clusters Score -863607.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -863608.562500 Penalty: 4402.003906
	Iteration 50Q: 3 clusters Score -863608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -863610.750000 Penalty: 4402.003906
	Iteration 51Q: 3 clusters Score -863610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -863610.312500 Penalty: 4402.003906
	Iteration 52Q: 3 clusters Score -863610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -863611.562500 Penalty: 4402.003906
	Iteration 53Q: 3 clusters Score -863611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -863612.687500 Penalty: 4402.003906
	Iteration 54Q: 3 clusters Score -863612.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -863614.937500 Penalty: 4402.003906
	Iteration 55Q: 3 clusters Score -863614.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -863620.687500 Penalty: 4402.003906
	Iteration 56Q: 3 clusters Score -863620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -863621.687500 Penalty: 4402.003906
	Iteration 57Q: 3 clusters Score -863621.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -863624.250000 Penalty: 4402.003906
	Iteration 58Q: 3 clusters Score -863624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -863626.562500 Penalty: 4402.003906
	Iteration 59Q: 3 clusters Score -863626.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -863628.375000 Penalty: 4402.003906
	Iteration 60F: 3 clusters Score -863628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -863629.937500 Penalty: 4402.003906
	Iteration 61Q: 3 clusters Score -863629.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -863629.937500 Penalty: 4402.003906
	Iteration 62F: 3 clusters Score -863629.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (5648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Entering Unmasked Estep 
Score: -681713.437500 Penalty: 2142.486084
	Iteration 0F: 2 clusters Score -681713.4 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 2859 members 
Entering Unmasked Estep 
Score: -676765.000000 Penalty: 4284.972168
	Iteration 0F: 3 clusters Score -676765 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -678075.312500 Penalty: 4284.972168
	Iteration 1F: 3 clusters Score -678075.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -678413.062500 Penalty: 4284.972168
	Iteration 2F: 3 clusters Score -678413.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -678712.875000 Penalty: 4284.972168
	Iteration 3F: 3 clusters Score -678712.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -678951.687500 Penalty: 4284.972168
	Iteration 4F: 3 clusters Score -678951.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -679188.750000 Penalty: 4284.972168
	Iteration 5Q: 3 clusters Score -679188.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -679477.000000 Penalty: 4284.972168
	Iteration 6Q: 3 clusters Score -679477 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -679751.187500 Penalty: 4284.972168
	Iteration 7F: 3 clusters Score -679751.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -679981.500000 Penalty: 4284.972168
	Iteration 8Q: 3 clusters Score -679981.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -680169.750000 Penalty: 4284.972168
	Iteration 9Q: 3 clusters Score -680169.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -680358.687500 Penalty: 4284.972168
	Iteration 10Q: 3 clusters Score -680358.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -680484.750000 Penalty: 4284.972168
	Iteration 11Q: 3 clusters Score -680484.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -680567.875000 Penalty: 4284.972168
	Iteration 12Q: 3 clusters Score -680567.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -680618.000000 Penalty: 4284.972168
	Iteration 13Q: 3 clusters Score -680618 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -680663.750000 Penalty: 4284.972168
	Iteration 14Q: 3 clusters Score -680663.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -680696.187500 Penalty: 4284.972168
	Iteration 15Q: 3 clusters Score -680696.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -680713.312500 Penalty: 4284.972168
	Iteration 16Q: 3 clusters Score -680713.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -680722.875000 Penalty: 4284.972168
	Iteration 17Q: 3 clusters Score -680722.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -680734.187500 Penalty: 4284.972168
	Iteration 18Q: 3 clusters Score -680734.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -680745.187500 Penalty: 4284.972168
	Iteration 19Q: 3 clusters Score -680745.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -680753.312500 Penalty: 4284.972168
	Iteration 20F: 3 clusters Score -680753.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -680756.687500 Penalty: 4284.972168
	Iteration 21Q: 3 clusters Score -680756.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -680759.250000 Penalty: 4284.972168
	Iteration 22Q: 3 clusters Score -680759.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -680761.562500 Penalty: 4284.972168
	Iteration 23Q: 3 clusters Score -680761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -680767.125000 Penalty: 4284.972168
	Iteration 24Q: 3 clusters Score -680767.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -680771.937500 Penalty: 4284.972168
	Iteration 25Q: 3 clusters Score -680771.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -680772.562500 Penalty: 4284.972168
	Iteration 26Q: 3 clusters Score -680772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -680773.187500 Penalty: 4284.972168
	Iteration 27Q: 3 clusters Score -680773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -680775.562500 Penalty: 4284.972168
	Iteration 28Q: 3 clusters Score -680775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -680777.500000 Penalty: 4284.972168
	Iteration 29Q: 3 clusters Score -680777.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -680778.812500 Penalty: 4284.972168
	Iteration 30Q: 3 clusters Score -680778.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -680781.062500 Penalty: 4284.972168
	Iteration 31Q: 3 clusters Score -680781.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -680782.875000 Penalty: 4284.972168
	Iteration 32Q: 3 clusters Score -680782.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -680785.937500 Penalty: 4284.972168
	Iteration 33Q: 3 clusters Score -680785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -680786.750000 Penalty: 4284.972168
	Iteration 34Q: 3 clusters Score -680786.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -680786.750000 Penalty: 4284.972168
	Iteration 35F: 3 clusters Score -680786.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (24088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Entering Unmasked Estep 
Score: -2905235.750000 Penalty: 2502.188232
	Iteration 0F: 2 clusters Score -2905236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2888621.250000 Penalty: 5004.376465
	Iteration 0F: 3 clusters Score -2888621 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2894655.750000 Penalty: 5004.376465
	Iteration 1F: 3 clusters Score -2894656 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2895508.750000 Penalty: 5004.376465
	Iteration 2F: 3 clusters Score -2895509 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2896520.250000 Penalty: 5004.376465
	Iteration 3F: 3 clusters Score -2896520 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2897653.000000 Penalty: 5004.376465
	Iteration 4F: 3 clusters Score -2897653 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2898717.000000 Penalty: 5004.376465
	Iteration 5F: 3 clusters Score -2898717 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2899603.250000 Penalty: 5004.376465
	Iteration 6F: 3 clusters Score -2899603 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2900273.250000 Penalty: 5004.376465
	Iteration 7F: 3 clusters Score -2900273 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2900765.250000 Penalty: 5004.376465
	Iteration 8Q: 3 clusters Score -2900765 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2901124.500000 Penalty: 5004.376465
	Iteration 9Q: 3 clusters Score -2901124 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2901398.250000 Penalty: 5004.376465
	Iteration 10Q: 3 clusters Score -2901398 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2901612.750000 Penalty: 5004.376465
	Iteration 11Q: 3 clusters Score -2901613 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2901807.500000 Penalty: 5004.376465
	Iteration 12Q: 3 clusters Score -2901808 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2901982.250000 Penalty: 5004.376465
	Iteration 13Q: 3 clusters Score -2901982 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2902168.500000 Penalty: 5004.376465
	Iteration 14Q: 3 clusters Score -2902168 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2902304.500000 Penalty: 5004.376465
	Iteration 15Q: 3 clusters Score -2902304 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2902416.000000 Penalty: 5004.376465
	Iteration 16Q: 3 clusters Score -2902416 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2902543.500000 Penalty: 5004.376465
	Iteration 17Q: 3 clusters Score -2902544 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2902631.750000 Penalty: 5004.376465
	Iteration 18Q: 3 clusters Score -2902632 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2902716.750000 Penalty: 5004.376465
	Iteration 19Q: 3 clusters Score -2902717 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2902825.250000 Penalty: 5004.376465
	Iteration 20F: 3 clusters Score -2902825 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2902905.000000 Penalty: 5004.376465
	Iteration 21Q: 3 clusters Score -2902905 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2903014.750000 Penalty: 5004.376465
	Iteration 22Q: 3 clusters Score -2903015 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2903136.000000 Penalty: 5004.376465
	Iteration 23Q: 3 clusters Score -2903136 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2903221.750000 Penalty: 5004.376465
	Iteration 24Q: 3 clusters Score -2903222 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2903279.750000 Penalty: 5004.376465
	Iteration 25Q: 3 clusters Score -2903280 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2903338.000000 Penalty: 5004.376465
	Iteration 26Q: 3 clusters Score -2903338 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2903401.750000 Penalty: 5004.376465
	Iteration 27Q: 3 clusters Score -2903402 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2903465.250000 Penalty: 5004.376465
	Iteration 28Q: 3 clusters Score -2903465 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2903522.000000 Penalty: 5004.376465
	Iteration 29Q: 3 clusters Score -2903522 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2903590.250000 Penalty: 5004.376465
	Iteration 30Q: 3 clusters Score -2903590 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2903651.000000 Penalty: 5004.376465
	Iteration 31Q: 3 clusters Score -2903651 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2903695.250000 Penalty: 5004.376465
	Iteration 32Q: 3 clusters Score -2903695 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2903734.250000 Penalty: 5004.376465
	Iteration 33Q: 3 clusters Score -2903734 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2903779.250000 Penalty: 5004.376465
	Iteration 34Q: 3 clusters Score -2903779 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2903813.500000 Penalty: 5004.376465
	Iteration 35Q: 3 clusters Score -2903814 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2903851.000000 Penalty: 5004.376465
	Iteration 36Q: 3 clusters Score -2903851 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2903875.250000 Penalty: 5004.376465
	Iteration 37Q: 3 clusters Score -2903875 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2903917.500000 Penalty: 5004.376465
	Iteration 38Q: 3 clusters Score -2903918 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2903948.500000 Penalty: 5004.376465
	Iteration 39Q: 3 clusters Score -2903948 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2904004.000000 Penalty: 5004.376465
	Iteration 40F: 3 clusters Score -2904004 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2904049.750000 Penalty: 5004.376465
	Iteration 41Q: 3 clusters Score -2904050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2904074.500000 Penalty: 5004.376465
	Iteration 42Q: 3 clusters Score -2904074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2904099.250000 Penalty: 5004.376465
	Iteration 43Q: 3 clusters Score -2904099 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2904114.750000 Penalty: 5004.376465
	Iteration 44Q: 3 clusters Score -2904115 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -2904129.500000 Penalty: 5004.376465
	Iteration 45Q: 3 clusters Score -2904130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2904139.000000 Penalty: 5004.376465
	Iteration 46Q: 3 clusters Score -2904139 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2904158.500000 Penalty: 5004.376465
	Iteration 47Q: 3 clusters Score -2904158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2904169.250000 Penalty: 5004.376465
	Iteration 48Q: 3 clusters Score -2904169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2904188.750000 Penalty: 5004.376465
	Iteration 49Q: 3 clusters Score -2904189 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2904201.250000 Penalty: 5004.376465
	Iteration 50Q: 3 clusters Score -2904201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2904205.000000 Penalty: 5004.376465
	Iteration 51Q: 3 clusters Score -2904205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2904211.750000 Penalty: 5004.376465
	Iteration 52Q: 3 clusters Score -2904212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2904211.500000 Penalty: 5004.376465
	Iteration 53Q: 3 clusters Score -2904212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2904223.000000 Penalty: 5004.376465
	Iteration 54Q: 3 clusters Score -2904223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2904224.000000 Penalty: 5004.376465
	Iteration 55Q: 3 clusters Score -2904224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2904227.250000 Penalty: 5004.376465
	Iteration 56Q: 3 clusters Score -2904227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2904228.000000 Penalty: 5004.376465
	Iteration 57Q: 3 clusters Score -2904228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2904228.750000 Penalty: 5004.376465
	Iteration 58Q: 3 clusters Score -2904229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2904235.000000 Penalty: 5004.376465
	Iteration 59Q: 3 clusters Score -2904235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2904237.250000 Penalty: 5004.376465
	Iteration 60F: 3 clusters Score -2904237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2904234.750000 Penalty: 5004.376465
	Iteration 61Q: 3 clusters Score -2904235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2904233.250000 Penalty: 5004.376465
	Iteration 62Q: 3 clusters Score -2904233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2904232.500000 Penalty: 5004.376465
	Iteration 63Q: 3 clusters Score -2904232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2904233.250000 Penalty: 5004.376465
	Iteration 64Q: 3 clusters Score -2904233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -2904238.250000 Penalty: 5004.376465
	Iteration 65Q: 3 clusters Score -2904238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2904238.750000 Penalty: 5004.376465
	Iteration 66Q: 3 clusters Score -2904239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2904238.250000 Penalty: 5004.376465
	Iteration 67Q: 3 clusters Score -2904238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2904241.250000 Penalty: 5004.376465
	Iteration 68Q: 3 clusters Score -2904241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2904246.750000 Penalty: 5004.376465
	Iteration 69Q: 3 clusters Score -2904247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -2904247.250000 Penalty: 5004.376465
	Iteration 70Q: 3 clusters Score -2904247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2904247.750000 Penalty: 5004.376465
	Iteration 71Q: 3 clusters Score -2904248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2904248.250000 Penalty: 5004.376465
	Iteration 72Q: 3 clusters Score -2904248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2904252.250000 Penalty: 5004.376465
	Iteration 73Q: 3 clusters Score -2904252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -2904251.000000 Penalty: 5004.376465
	Iteration 74Q: 3 clusters Score -2904251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2904255.500000 Penalty: 5004.376465
	Iteration 75Q: 3 clusters Score -2904256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2904256.000000 Penalty: 5004.376465
	Iteration 76Q: 3 clusters Score -2904256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -2904253.250000 Penalty: 5004.376465
	Iteration 77Q: 3 clusters Score -2904253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2904250.500000 Penalty: 5004.376465
	Iteration 78Q: 3 clusters Score -2904250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2904255.250000 Penalty: 5004.376465
	Iteration 79Q: 3 clusters Score -2904255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2904259.500000 Penalty: 5004.376465
	Iteration 80F: 3 clusters Score -2904260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2904264.500000 Penalty: 5004.376465
	Iteration 81Q: 3 clusters Score -2904264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -2904266.000000 Penalty: 5004.376465
	Iteration 82Q: 3 clusters Score -2904266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2904266.250000 Penalty: 5004.376465
	Iteration 83Q: 3 clusters Score -2904266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2904266.500000 Penalty: 5004.376465
	Iteration 84Q: 3 clusters Score -2904266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2904271.250000 Penalty: 5004.376465
	Iteration 85Q: 3 clusters Score -2904271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2904275.250000 Penalty: 5004.376465
	Iteration 86Q: 3 clusters Score -2904275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2904275.500000 Penalty: 5004.376465
	Iteration 87Q: 3 clusters Score -2904276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2904275.500000 Penalty: 5004.376465
	Iteration 88F: 3 clusters Score -2904276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (8236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Entering Unmasked Estep 
Score: -966852.625000 Penalty: 2236.034912
	Iteration 0F: 2 clusters Score -966852.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -960301.500000 Penalty: 4472.069824
	Iteration 0F: 3 clusters Score -960301.5 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -962093.125000 Penalty: 4472.069824
	Iteration 1F: 3 clusters Score -962093.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -962344.312500 Penalty: 4472.069824
	Iteration 2F: 3 clusters Score -962344.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -962511.687500 Penalty: 4472.069824
	Iteration 3Q: 3 clusters Score -962511.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -962646.562500 Penalty: 4472.069824
	Iteration 4Q: 3 clusters Score -962646.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -962767.562500 Penalty: 4472.069824
	Iteration 5Q: 3 clusters Score -962767.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -962902.625000 Penalty: 4472.069824
	Iteration 6Q: 3 clusters Score -962902.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -963057.437500 Penalty: 4472.069824
	Iteration 7Q: 3 clusters Score -963057.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -963257.500000 Penalty: 4472.069824
	Iteration 8Q: 3 clusters Score -963257.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -963500.937500 Penalty: 4472.069824
	Iteration 9Q: 3 clusters Score -963500.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -963763.812500 Penalty: 4472.069824
	Iteration 10Q: 3 clusters Score -963763.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -964006.812500 Penalty: 4472.069824
	Iteration 11Q: 3 clusters Score -964006.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -964212.312500 Penalty: 4472.069824
	Iteration 12Q: 3 clusters Score -964212.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -964369.187500 Penalty: 4472.069824
	Iteration 13Q: 3 clusters Score -964369.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -964466.000000 Penalty: 4472.069824
	Iteration 14Q: 3 clusters Score -964466 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -964534.000000 Penalty: 4472.069824
	Iteration 15Q: 3 clusters Score -964534 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -964584.562500 Penalty: 4472.069824
	Iteration 16Q: 3 clusters Score -964584.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -964626.437500 Penalty: 4472.069824
	Iteration 17Q: 3 clusters Score -964626.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -964658.062500 Penalty: 4472.069824
	Iteration 18Q: 3 clusters Score -964658.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -964673.187500 Penalty: 4472.069824
	Iteration 19Q: 3 clusters Score -964673.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -964685.812500 Penalty: 4472.069824
	Iteration 20F: 3 clusters Score -964685.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -964689.750000 Penalty: 4472.069824
	Iteration 21Q: 3 clusters Score -964689.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -964694.937500 Penalty: 4472.069824
	Iteration 22Q: 3 clusters Score -964694.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -964699.500000 Penalty: 4472.069824
	Iteration 23Q: 3 clusters Score -964699.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -964704.562500 Penalty: 4472.069824
	Iteration 24Q: 3 clusters Score -964704.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -964708.187500 Penalty: 4472.069824
	Iteration 25Q: 3 clusters Score -964708.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -964713.312500 Penalty: 4472.069824
	Iteration 26Q: 3 clusters Score -964713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -964713.250000 Penalty: 4472.069824
	Iteration 27Q: 3 clusters Score -964713.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -964716.750000 Penalty: 4472.069824
	Iteration 28Q: 3 clusters Score -964716.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -964717.875000 Penalty: 4472.069824
	Iteration 29Q: 3 clusters Score -964717.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -964718.062500 Penalty: 4472.069824
	Iteration 30Q: 3 clusters Score -964718.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -964719.250000 Penalty: 4472.069824
	Iteration 31Q: 3 clusters Score -964719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -964721.250000 Penalty: 4472.069824
	Iteration 32Q: 3 clusters Score -964721.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -964719.875000 Penalty: 4472.069824
	Iteration 33Q: 3 clusters Score -964719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -964720.625000 Penalty: 4472.069824
	Iteration 34Q: 3 clusters Score -964720.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -964720.312500 Penalty: 4472.069824
	Iteration 35Q: 3 clusters Score -964720.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -964721.125000 Penalty: 4472.069824
	Iteration 36Q: 3 clusters Score -964721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -964722.250000 Penalty: 4472.069824
	Iteration 37Q: 3 clusters Score -964722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -964722.500000 Penalty: 4472.069824
	Iteration 38Q: 3 clusters Score -964722.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -964723.437500 Penalty: 4472.069824
	Iteration 39Q: 3 clusters Score -964723.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -964725.125000 Penalty: 4472.069824
	Iteration 40F: 3 clusters Score -964725.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -964725.312500 Penalty: 4472.069824
	Iteration 41Q: 3 clusters Score -964725.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -964726.812500 Penalty: 4472.069824
	Iteration 42Q: 3 clusters Score -964726.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -964729.312500 Penalty: 4472.069824
	Iteration 43Q: 3 clusters Score -964729.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -964728.937500 Penalty: 4472.069824
	Iteration 44Q: 3 clusters Score -964728.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -964729.250000 Penalty: 4472.069824
	Iteration 45Q: 3 clusters Score -964729.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -964729.812500 Penalty: 4472.069824
	Iteration 46Q: 3 clusters Score -964729.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -964730.250000 Penalty: 4472.069824
	Iteration 47Q: 3 clusters Score -964730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -964729.250000 Penalty: 4472.069824
	Iteration 48Q: 3 clusters Score -964729.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -964729.250000 Penalty: 4472.069824
	Iteration 49F: 3 clusters Score -964729.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (10455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Entering Unmasked Estep 
Score: -1242298.875000 Penalty: 2295.199219
	Iteration 0F: 2 clusters Score -1242299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1234411.375000 Penalty: 4590.398438
	Iteration 0F: 3 clusters Score -1234411 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1236602.625000 Penalty: 4590.398438
	Iteration 1F: 3 clusters Score -1236603 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1236963.500000 Penalty: 4590.398438
	Iteration 2F: 3 clusters Score -1236964 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1237308.125000 Penalty: 4590.398438
	Iteration 3F: 3 clusters Score -1237308 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1237620.625000 Penalty: 4590.398438
	Iteration 4F: 3 clusters Score -1237621 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1237943.125000 Penalty: 4590.398438
	Iteration 5Q: 3 clusters Score -1237943 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1238281.000000 Penalty: 4590.398438
	Iteration 6Q: 3 clusters Score -1238281 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1238586.000000 Penalty: 4590.398438
	Iteration 7Q: 3 clusters Score -1238586 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1238903.250000 Penalty: 4590.398438
	Iteration 8Q: 3 clusters Score -1238903 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1239232.125000 Penalty: 4590.398438
	Iteration 9Q: 3 clusters Score -1239232 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1239584.875000 Penalty: 4590.398438
	Iteration 10Q: 3 clusters Score -1239585 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1239927.875000 Penalty: 4590.398438
	Iteration 11Q: 3 clusters Score -1239928 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1240239.000000 Penalty: 4590.398438
	Iteration 12Q: 3 clusters Score -1240239 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1240446.750000 Penalty: 4590.398438
	Iteration 13Q: 3 clusters Score -1240447 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1240571.500000 Penalty: 4590.398438
	Iteration 14Q: 3 clusters Score -1240572 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1240669.125000 Penalty: 4590.398438
	Iteration 15Q: 3 clusters Score -1240669 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1240726.375000 Penalty: 4590.398438
	Iteration 16Q: 3 clusters Score -1240726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1240758.625000 Penalty: 4590.398438
	Iteration 17Q: 3 clusters Score -1240759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1240774.625000 Penalty: 4590.398438
	Iteration 18Q: 3 clusters Score -1240775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1240787.375000 Penalty: 4590.398438
	Iteration 19Q: 3 clusters Score -1240787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1240799.750000 Penalty: 4590.398438
	Iteration 20F: 3 clusters Score -1240800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1240806.625000 Penalty: 4590.398438
	Iteration 21Q: 3 clusters Score -1240807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1240818.625000 Penalty: 4590.398438
	Iteration 22Q: 3 clusters Score -1240819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1240826.250000 Penalty: 4590.398438
	Iteration 23Q: 3 clusters Score -1240826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1240829.875000 Penalty: 4590.398438
	Iteration 24Q: 3 clusters Score -1240830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1240828.375000 Penalty: 4590.398438
	Iteration 25Q: 3 clusters Score -1240828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1240831.500000 Penalty: 4590.398438
	Iteration 26Q: 3 clusters Score -1240832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1240833.000000 Penalty: 4590.398438
	Iteration 27Q: 3 clusters Score -1240833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1240831.625000 Penalty: 4590.398438
	Iteration 28Q: 3 clusters Score -1240832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1240834.500000 Penalty: 4590.398438
	Iteration 29Q: 3 clusters Score -1240834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1240833.875000 Penalty: 4590.398438
	Iteration 30Q: 3 clusters Score -1240834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1240831.500000 Penalty: 4590.398438
	Iteration 31Q: 3 clusters Score -1240832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1240834.000000 Penalty: 4590.398438
	Iteration 32Q: 3 clusters Score -1240834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1240832.750000 Penalty: 4590.398438
	Iteration 33Q: 3 clusters Score -1240833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1240832.750000 Penalty: 4590.398438
	Iteration 34F: 3 clusters Score -1240833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -35073.351562 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -35073.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33800.785156 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -33800.79 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33999.253906 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -33999.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34054.722656 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -34054.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34168.238281 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -34168.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34260.593750 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -34260.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34363.796875 Penalty: 2924.988281
	Iteration 5F: 3 clusters Score -34363.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34547.535156 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -34547.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34613.738281 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -34613.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34668.363281 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -34668.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34713.792969 Penalty: 2924.988281
	Iteration 9Q: 3 clusters Score -34713.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34713.792969 Penalty: 2924.988281
	Iteration 10F: 3 clusters Score -34713.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -100005.187500 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -100005.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98120.195312 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -98120.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98391.000000 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -98391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -98446.945312 Penalty: 3354.886963
	Iteration 2Q: 3 clusters Score -98446.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98488.734375 Penalty: 3354.886963
	Iteration 3Q: 3 clusters Score -98488.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98534.179688 Penalty: 3354.886963
	Iteration 4Q: 3 clusters Score -98534.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -98555.828125 Penalty: 3354.886963
	Iteration 5Q: 3 clusters Score -98555.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98566.750000 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -98566.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -98573.312500 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -98573.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98577.203125 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -98577.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98581.507812 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -98581.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98581.507812 Penalty: 3354.886963
	Iteration 10F: 3 clusters Score -98581.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (12560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Entering Unmasked Estep 
Score: -1506570.750000 Penalty: 2340.691650
	Iteration 0F: 2 clusters Score -1506571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1497380.875000 Penalty: 4681.383301
	Iteration 0F: 3 clusters Score -1497381 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1500202.250000 Penalty: 4681.383301
	Iteration 1F: 3 clusters Score -1500202 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1500579.000000 Penalty: 4681.383301
	Iteration 2F: 3 clusters Score -1500579 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1500952.000000 Penalty: 4681.383301
	Iteration 3F: 3 clusters Score -1500952 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1501311.750000 Penalty: 4681.383301
	Iteration 4F: 3 clusters Score -1501312 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1501678.625000 Penalty: 4681.383301
	Iteration 5F: 3 clusters Score -1501679 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1502055.875000 Penalty: 4681.383301
	Iteration 6Q: 3 clusters Score -1502056 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1502447.750000 Penalty: 4681.383301
	Iteration 7Q: 3 clusters Score -1502448 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1502784.375000 Penalty: 4681.383301
	Iteration 8Q: 3 clusters Score -1502784 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1503021.625000 Penalty: 4681.383301
	Iteration 9Q: 3 clusters Score -1503022 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1503222.750000 Penalty: 4681.383301
	Iteration 10Q: 3 clusters Score -1503223 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1503375.750000 Penalty: 4681.383301
	Iteration 11Q: 3 clusters Score -1503376 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1503488.625000 Penalty: 4681.383301
	Iteration 12Q: 3 clusters Score -1503489 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1503565.875000 Penalty: 4681.383301
	Iteration 13Q: 3 clusters Score -1503566 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1503622.500000 Penalty: 4681.383301
	Iteration 14Q: 3 clusters Score -1503622 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1503667.375000 Penalty: 4681.383301
	Iteration 15Q: 3 clusters Score -1503667 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1503707.750000 Penalty: 4681.383301
	Iteration 16Q: 3 clusters Score -1503708 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1503758.500000 Penalty: 4681.383301
	Iteration 17Q: 3 clusters Score -1503758 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1503803.500000 Penalty: 4681.383301
	Iteration 18Q: 3 clusters Score -1503804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1503842.625000 Penalty: 4681.383301
	Iteration 19Q: 3 clusters Score -1503843 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1503878.000000 Penalty: 4681.383301
	Iteration 20F: 3 clusters Score -1503878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1503906.750000 Penalty: 4681.383301
	Iteration 21Q: 3 clusters Score -1503907 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1503942.000000 Penalty: 4681.383301
	Iteration 22Q: 3 clusters Score -1503942 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1503979.750000 Penalty: 4681.383301
	Iteration 23Q: 3 clusters Score -1503980 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1504022.750000 Penalty: 4681.383301
	Iteration 24Q: 3 clusters Score -1504023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1504054.625000 Penalty: 4681.383301
	Iteration 25Q: 3 clusters Score -1504055 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1504084.375000 Penalty: 4681.383301
	Iteration 26Q: 3 clusters Score -1504084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1504103.000000 Penalty: 4681.383301
	Iteration 27Q: 3 clusters Score -1504103 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1504124.125000 Penalty: 4681.383301
	Iteration 28Q: 3 clusters Score -1504124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1504132.375000 Penalty: 4681.383301
	Iteration 29Q: 3 clusters Score -1504132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1504144.750000 Penalty: 4681.383301
	Iteration 30Q: 3 clusters Score -1504145 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1504149.875000 Penalty: 4681.383301
	Iteration 31Q: 3 clusters Score -1504150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1504158.000000 Penalty: 4681.383301
	Iteration 32Q: 3 clusters Score -1504158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1504159.875000 Penalty: 4681.383301
	Iteration 33Q: 3 clusters Score -1504160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1504157.875000 Penalty: 4681.383301
	Iteration 34Q: 3 clusters Score -1504158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1504158.750000 Penalty: 4681.383301
	Iteration 35Q: 3 clusters Score -1504159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1504167.375000 Penalty: 4681.383301
	Iteration 36Q: 3 clusters Score -1504167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1504164.750000 Penalty: 4681.383301
	Iteration 37Q: 3 clusters Score -1504165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1504167.250000 Penalty: 4681.383301
	Iteration 38Q: 3 clusters Score -1504167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1504168.375000 Penalty: 4681.383301
	Iteration 39Q: 3 clusters Score -1504168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1504173.500000 Penalty: 4681.383301
	Iteration 40F: 3 clusters Score -1504174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1504175.500000 Penalty: 4681.383301
	Iteration 41Q: 3 clusters Score -1504176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1504180.875000 Penalty: 4681.383301
	Iteration 42Q: 3 clusters Score -1504181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1504185.125000 Penalty: 4681.383301
	Iteration 43Q: 3 clusters Score -1504185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1504179.750000 Penalty: 4681.383301
	Iteration 44Q: 3 clusters Score -1504180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1504182.375000 Penalty: 4681.383301
	Iteration 45Q: 3 clusters Score -1504182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1504183.375000 Penalty: 4681.383301
	Iteration 46Q: 3 clusters Score -1504183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1504191.500000 Penalty: 4681.383301
	Iteration 47Q: 3 clusters Score -1504192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1504197.000000 Penalty: 4681.383301
	Iteration 48Q: 3 clusters Score -1504197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1504199.000000 Penalty: 4681.383301
	Iteration 49Q: 3 clusters Score -1504199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1504205.750000 Penalty: 4681.383301
	Iteration 50Q: 3 clusters Score -1504206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1504210.875000 Penalty: 4681.383301
	Iteration 51Q: 3 clusters Score -1504211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1504211.625000 Penalty: 4681.383301
	Iteration 52Q: 3 clusters Score -1504212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1504219.500000 Penalty: 4681.383301
	Iteration 53Q: 3 clusters Score -1504220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1504219.000000 Penalty: 4681.383301
	Iteration 54Q: 3 clusters Score -1504219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1504219.250000 Penalty: 4681.383301
	Iteration 55Q: 3 clusters Score -1504219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1504224.250000 Penalty: 4681.383301
	Iteration 56Q: 3 clusters Score -1504224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1504229.375000 Penalty: 4681.383301
	Iteration 57Q: 3 clusters Score -1504229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1504227.875000 Penalty: 4681.383301
	Iteration 58Q: 3 clusters Score -1504228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1504231.625000 Penalty: 4681.383301
	Iteration 59Q: 3 clusters Score -1504232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1504233.750000 Penalty: 4681.383301
	Iteration 60F: 3 clusters Score -1504234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1504240.000000 Penalty: 4681.383301
	Iteration 61Q: 3 clusters Score -1504240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1504239.750000 Penalty: 4681.383301
	Iteration 62Q: 3 clusters Score -1504240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1504244.625000 Penalty: 4681.383301
	Iteration 63Q: 3 clusters Score -1504245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1504249.000000 Penalty: 4681.383301
	Iteration 64Q: 3 clusters Score -1504249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1504257.375000 Penalty: 4681.383301
	Iteration 65Q: 3 clusters Score -1504257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1504262.250000 Penalty: 4681.383301
	Iteration 66Q: 3 clusters Score -1504262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1504266.250000 Penalty: 4681.383301
	Iteration 67Q: 3 clusters Score -1504266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1504273.625000 Penalty: 4681.383301
	Iteration 68Q: 3 clusters Score -1504274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1504282.125000 Penalty: 4681.383301
	Iteration 69Q: 3 clusters Score -1504282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1504286.750000 Penalty: 4681.383301
	Iteration 70Q: 3 clusters Score -1504287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1504292.250000 Penalty: 4681.383301
	Iteration 71Q: 3 clusters Score -1504292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1504305.625000 Penalty: 4681.383301
	Iteration 72Q: 3 clusters Score -1504306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1504305.375000 Penalty: 4681.383301
	Iteration 73Q: 3 clusters Score -1504305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1504316.625000 Penalty: 4681.383301
	Iteration 74Q: 3 clusters Score -1504317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1504324.500000 Penalty: 4681.383301
	Iteration 75Q: 3 clusters Score -1504324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1504326.250000 Penalty: 4681.383301
	Iteration 76Q: 3 clusters Score -1504326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1504329.375000 Penalty: 4681.383301
	Iteration 77Q: 3 clusters Score -1504329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1504335.625000 Penalty: 4681.383301
	Iteration 78Q: 3 clusters Score -1504336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1504344.375000 Penalty: 4681.383301
	Iteration 79Q: 3 clusters Score -1504344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1504351.375000 Penalty: 4681.383301
	Iteration 80F: 3 clusters Score -1504351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1504351.750000 Penalty: 4681.383301
	Iteration 81Q: 3 clusters Score -1504352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1504361.875000 Penalty: 4681.383301
	Iteration 82Q: 3 clusters Score -1504362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1504361.625000 Penalty: 4681.383301
	Iteration 83Q: 3 clusters Score -1504362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1504364.625000 Penalty: 4681.383301
	Iteration 84Q: 3 clusters Score -1504365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1504369.000000 Penalty: 4681.383301
	Iteration 85Q: 3 clusters Score -1504369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1504374.250000 Penalty: 4681.383301
	Iteration 86Q: 3 clusters Score -1504374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1504374.500000 Penalty: 4681.383301
	Iteration 87Q: 3 clusters Score -1504374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1504378.625000 Penalty: 4681.383301
	Iteration 88Q: 3 clusters Score -1504379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1504381.250000 Penalty: 4681.383301
	Iteration 89Q: 3 clusters Score -1504381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1504385.625000 Penalty: 4681.383301
	Iteration 90Q: 3 clusters Score -1504386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1504393.875000 Penalty: 4681.383301
	Iteration 91Q: 3 clusters Score -1504394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1504395.625000 Penalty: 4681.383301
	Iteration 92Q: 3 clusters Score -1504396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1504399.125000 Penalty: 4681.383301
	Iteration 93Q: 3 clusters Score -1504399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1504399.000000 Penalty: 4681.383301
	Iteration 94Q: 3 clusters Score -1504399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1504399.500000 Penalty: 4681.383301
	Iteration 95Q: 3 clusters Score -1504400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1504400.250000 Penalty: 4681.383301
	Iteration 96Q: 3 clusters Score -1504400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1504401.750000 Penalty: 4681.383301
	Iteration 97Q: 3 clusters Score -1504402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1504399.875000 Penalty: 4681.383301
	Iteration 98Q: 3 clusters Score -1504400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1504401.625000 Penalty: 4681.383301
	Iteration 99Q: 3 clusters Score -1504402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1504402.000000 Penalty: 4681.383301
	Iteration 100F: 3 clusters Score -1504402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1504404.125000 Penalty: 4681.383301
	Iteration 101Q: 3 clusters Score -1504404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1504404.500000 Penalty: 4681.383301
	Iteration 102Q: 3 clusters Score -1504404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1504409.500000 Penalty: 4681.383301
	Iteration 103Q: 3 clusters Score -1504410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1504411.500000 Penalty: 4681.383301
	Iteration 104Q: 3 clusters Score -1504412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1504417.750000 Penalty: 4681.383301
	Iteration 105Q: 3 clusters Score -1504418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1504423.375000 Penalty: 4681.383301
	Iteration 106Q: 3 clusters Score -1504423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1504421.125000 Penalty: 4681.383301
	Iteration 107Q: 3 clusters Score -1504421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1504424.875000 Penalty: 4681.383301
	Iteration 108Q: 3 clusters Score -1504425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1504430.000000 Penalty: 4681.383301
	Iteration 109Q: 3 clusters Score -1504430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1504432.875000 Penalty: 4681.383301
	Iteration 110Q: 3 clusters Score -1504433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1504434.875000 Penalty: 4681.383301
	Iteration 111Q: 3 clusters Score -1504435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1504436.125000 Penalty: 4681.383301
	Iteration 112Q: 3 clusters Score -1504436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1504435.750000 Penalty: 4681.383301
	Iteration 113Q: 3 clusters Score -1504436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1504436.500000 Penalty: 4681.383301
	Iteration 114Q: 3 clusters Score -1504436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1504438.750000 Penalty: 4681.383301
	Iteration 115Q: 3 clusters Score -1504439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1504435.375000 Penalty: 4681.383301
	Iteration 116Q: 3 clusters Score -1504435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1504437.375000 Penalty: 4681.383301
	Iteration 117Q: 3 clusters Score -1504437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1504440.000000 Penalty: 4681.383301
	Iteration 118Q: 3 clusters Score -1504440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1504438.500000 Penalty: 4681.383301
	Iteration 119Q: 3 clusters Score -1504438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1504438.500000 Penalty: 4681.383301
	Iteration 120F: 3 clusters Score -1504438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -262890.437500 Penalty: 1909.111206
	Iteration 0F: 2 clusters Score -262890.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -260153.421875 Penalty: 3818.222412
	Iteration 0F: 3 clusters Score -260153.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -260616.515625 Penalty: 3818.222412
	Iteration 1F: 3 clusters Score -260616.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -260744.171875 Penalty: 3818.222412
	Iteration 2F: 3 clusters Score -260744.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -260829.156250 Penalty: 3818.222412
	Iteration 3Q: 3 clusters Score -260829.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -260931.250000 Penalty: 3818.222412
	Iteration 4Q: 3 clusters Score -260931.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -261050.765625 Penalty: 3818.222412
	Iteration 5Q: 3 clusters Score -261050.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -261189.812500 Penalty: 3818.222412
	Iteration 6F: 3 clusters Score -261189.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -261338.375000 Penalty: 3818.222412
	Iteration 7F: 3 clusters Score -261338.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -261430.625000 Penalty: 3818.222412
	Iteration 8Q: 3 clusters Score -261430.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -261508.921875 Penalty: 3818.222412
	Iteration 9Q: 3 clusters Score -261508.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -261551.890625 Penalty: 3818.222412
	Iteration 10Q: 3 clusters Score -261551.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -261585.546875 Penalty: 3818.222412
	Iteration 11Q: 3 clusters Score -261585.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -261614.906250 Penalty: 3818.222412
	Iteration 12Q: 3 clusters Score -261614.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -261641.265625 Penalty: 3818.222412
	Iteration 13Q: 3 clusters Score -261641.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -261657.765625 Penalty: 3818.222412
	Iteration 14Q: 3 clusters Score -261657.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -261664.062500 Penalty: 3818.222412
	Iteration 15Q: 3 clusters Score -261664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -261668.937500 Penalty: 3818.222412
	Iteration 16Q: 3 clusters Score -261668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -261671.171875 Penalty: 3818.222412
	Iteration 17Q: 3 clusters Score -261671.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -261675.359375 Penalty: 3818.222412
	Iteration 18Q: 3 clusters Score -261675.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -261678.093750 Penalty: 3818.222412
	Iteration 19Q: 3 clusters Score -261678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -261679.500000 Penalty: 3818.222412
	Iteration 20F: 3 clusters Score -261679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -261680.562500 Penalty: 3818.222412
	Iteration 21Q: 3 clusters Score -261680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -261680.562500 Penalty: 3818.222412
	Iteration 22F: 3 clusters Score -261680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (10727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Entering Unmasked Estep 
Score: -1297119.875000 Penalty: 2301.568848
	Iteration 0F: 2 clusters Score -1297120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1289031.500000 Penalty: 4603.137695
	Iteration 0F: 3 clusters Score -1289032 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1291347.875000 Penalty: 4603.137695
	Iteration 1F: 3 clusters Score -1291348 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1291626.125000 Penalty: 4603.137695
	Iteration 2F: 3 clusters Score -1291626 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1291898.500000 Penalty: 4603.137695
	Iteration 3F: 3 clusters Score -1291898 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1292189.125000 Penalty: 4603.137695
	Iteration 4Q: 3 clusters Score -1292189 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1292560.375000 Penalty: 4603.137695
	Iteration 5Q: 3 clusters Score -1292560 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1292958.000000 Penalty: 4603.137695
	Iteration 6Q: 3 clusters Score -1292958 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1293302.250000 Penalty: 4603.137695
	Iteration 7F: 3 clusters Score -1293302 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1293649.250000 Penalty: 4603.137695
	Iteration 8Q: 3 clusters Score -1293649 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1294091.750000 Penalty: 4603.137695
	Iteration 9Q: 3 clusters Score -1294092 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1294638.500000 Penalty: 4603.137695
	Iteration 10Q: 3 clusters Score -1294638 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1295174.125000 Penalty: 4603.137695
	Iteration 11Q: 3 clusters Score -1295174 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1295553.125000 Penalty: 4603.137695
	Iteration 12Q: 3 clusters Score -1295553 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1295790.500000 Penalty: 4603.137695
	Iteration 13Q: 3 clusters Score -1295790 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1295942.500000 Penalty: 4603.137695
	Iteration 14Q: 3 clusters Score -1295942 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1296044.875000 Penalty: 4603.137695
	Iteration 15Q: 3 clusters Score -1296045 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1296114.250000 Penalty: 4603.137695
	Iteration 16Q: 3 clusters Score -1296114 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1296161.625000 Penalty: 4603.137695
	Iteration 17Q: 3 clusters Score -1296162 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1296202.500000 Penalty: 4603.137695
	Iteration 18Q: 3 clusters Score -1296202 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1296225.625000 Penalty: 4603.137695
	Iteration 19Q: 3 clusters Score -1296226 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1296241.250000 Penalty: 4603.137695
	Iteration 20F: 3 clusters Score -1296241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1296257.875000 Penalty: 4603.137695
	Iteration 21Q: 3 clusters Score -1296258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1296270.375000 Penalty: 4603.137695
	Iteration 22Q: 3 clusters Score -1296270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1296282.125000 Penalty: 4603.137695
	Iteration 23Q: 3 clusters Score -1296282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1296294.875000 Penalty: 4603.137695
	Iteration 24Q: 3 clusters Score -1296295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1296307.000000 Penalty: 4603.137695
	Iteration 25Q: 3 clusters Score -1296307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1296308.750000 Penalty: 4603.137695
	Iteration 26Q: 3 clusters Score -1296309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1296316.375000 Penalty: 4603.137695
	Iteration 27Q: 3 clusters Score -1296316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1296323.625000 Penalty: 4603.137695
	Iteration 28Q: 3 clusters Score -1296324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1296335.125000 Penalty: 4603.137695
	Iteration 29Q: 3 clusters Score -1296335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1296337.125000 Penalty: 4603.137695
	Iteration 30Q: 3 clusters Score -1296337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1296339.750000 Penalty: 4603.137695
	Iteration 31Q: 3 clusters Score -1296340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1296349.000000 Penalty: 4603.137695
	Iteration 32Q: 3 clusters Score -1296349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1296358.250000 Penalty: 4603.137695
	Iteration 33Q: 3 clusters Score -1296358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1296365.250000 Penalty: 4603.137695
	Iteration 34Q: 3 clusters Score -1296365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1296375.625000 Penalty: 4603.137695
	Iteration 35Q: 3 clusters Score -1296376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1296385.375000 Penalty: 4603.137695
	Iteration 36Q: 3 clusters Score -1296385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1296396.000000 Penalty: 4603.137695
	Iteration 37Q: 3 clusters Score -1296396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1296399.875000 Penalty: 4603.137695
	Iteration 38Q: 3 clusters Score -1296400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1296408.625000 Penalty: 4603.137695
	Iteration 39Q: 3 clusters Score -1296409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1296417.000000 Penalty: 4603.137695
	Iteration 40F: 3 clusters Score -1296417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1296417.250000 Penalty: 4603.137695
	Iteration 41Q: 3 clusters Score -1296417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1296421.250000 Penalty: 4603.137695
	Iteration 42Q: 3 clusters Score -1296421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1296423.250000 Penalty: 4603.137695
	Iteration 43Q: 3 clusters Score -1296423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1296421.500000 Penalty: 4603.137695
	Iteration 44Q: 3 clusters Score -1296422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1296425.375000 Penalty: 4603.137695
	Iteration 45Q: 3 clusters Score -1296425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1296430.125000 Penalty: 4603.137695
	Iteration 46Q: 3 clusters Score -1296430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1296434.750000 Penalty: 4603.137695
	Iteration 47Q: 3 clusters Score -1296435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1296440.625000 Penalty: 4603.137695
	Iteration 48Q: 3 clusters Score -1296441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1296442.000000 Penalty: 4603.137695
	Iteration 49Q: 3 clusters Score -1296442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1296446.500000 Penalty: 4603.137695
	Iteration 50Q: 3 clusters Score -1296446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1296450.125000 Penalty: 4603.137695
	Iteration 51Q: 3 clusters Score -1296450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1296454.500000 Penalty: 4603.137695
	Iteration 52Q: 3 clusters Score -1296454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1296457.750000 Penalty: 4603.137695
	Iteration 53Q: 3 clusters Score -1296458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1296464.000000 Penalty: 4603.137695
	Iteration 54Q: 3 clusters Score -1296464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1296465.250000 Penalty: 4603.137695
	Iteration 55Q: 3 clusters Score -1296465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1296470.875000 Penalty: 4603.137695
	Iteration 56Q: 3 clusters Score -1296471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1296472.375000 Penalty: 4603.137695
	Iteration 57Q: 3 clusters Score -1296472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1296474.750000 Penalty: 4603.137695
	Iteration 58Q: 3 clusters Score -1296475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1296480.875000 Penalty: 4603.137695
	Iteration 59Q: 3 clusters Score -1296481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1296482.875000 Penalty: 4603.137695
	Iteration 60F: 3 clusters Score -1296483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1296486.250000 Penalty: 4603.137695
	Iteration 61Q: 3 clusters Score -1296486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1296491.250000 Penalty: 4603.137695
	Iteration 62Q: 3 clusters Score -1296491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1296494.750000 Penalty: 4603.137695
	Iteration 63Q: 3 clusters Score -1296495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1296499.125000 Penalty: 4603.137695
	Iteration 64Q: 3 clusters Score -1296499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1296500.125000 Penalty: 4603.137695
	Iteration 65Q: 3 clusters Score -1296500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1296503.500000 Penalty: 4603.137695
	Iteration 66Q: 3 clusters Score -1296504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1296505.125000 Penalty: 4603.137695
	Iteration 67Q: 3 clusters Score -1296505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1296505.125000 Penalty: 4603.137695
	Iteration 68Q: 3 clusters Score -1296505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1296506.625000 Penalty: 4603.137695
	Iteration 69Q: 3 clusters Score -1296507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1296506.625000 Penalty: 4603.137695
	Iteration 70F: 3 clusters Score -1296507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -156662.968750 Penalty: 1781.975952
	Iteration 0F: 2 clusters Score -156663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -154534.437500 Penalty: 3563.951904
	Iteration 0F: 3 clusters Score -154534.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -154881.734375 Penalty: 3563.951904
	Iteration 1F: 3 clusters Score -154881.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -154993.515625 Penalty: 3563.951904
	Iteration 2F: 3 clusters Score -154993.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -155035.796875 Penalty: 3563.951904
	Iteration 3Q: 3 clusters Score -155035.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -155063.781250 Penalty: 3563.951904
	Iteration 4Q: 3 clusters Score -155063.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155086.750000 Penalty: 3563.951904
	Iteration 5Q: 3 clusters Score -155086.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -155096.562500 Penalty: 3563.951904
	Iteration 6Q: 3 clusters Score -155096.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -155103.437500 Penalty: 3563.951904
	Iteration 7Q: 3 clusters Score -155103.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155111.000000 Penalty: 3563.951904
	Iteration 8Q: 3 clusters Score -155111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -155118.406250 Penalty: 3563.951904
	Iteration 9Q: 3 clusters Score -155118.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155122.921875 Penalty: 3563.951904
	Iteration 10Q: 3 clusters Score -155122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -155125.640625 Penalty: 3563.951904
	Iteration 11Q: 3 clusters Score -155125.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -155127.984375 Penalty: 3563.951904
	Iteration 12Q: 3 clusters Score -155128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -155128.546875 Penalty: 3563.951904
	Iteration 13Q: 3 clusters Score -155128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -155129.000000 Penalty: 3563.951904
	Iteration 14Q: 3 clusters Score -155129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -155129.000000 Penalty: 3563.951904
	Iteration 15F: 3 clusters Score -155129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (4188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Entering Unmasked Estep 
Score: -501336.031250 Penalty: 2068.314697
	Iteration 0F: 2 clusters Score -501336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -497326.031250 Penalty: 4136.629395
	Iteration 0F: 3 clusters Score -497326 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -498326.125000 Penalty: 4136.629395
	Iteration 1F: 3 clusters Score -498326.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -498539.406250 Penalty: 4136.629395
	Iteration 2F: 3 clusters Score -498539.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -498668.875000 Penalty: 4136.629395
	Iteration 3Q: 3 clusters Score -498668.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -498778.906250 Penalty: 4136.629395
	Iteration 4Q: 3 clusters Score -498778.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -498876.187500 Penalty: 4136.629395
	Iteration 5Q: 3 clusters Score -498876.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -498978.781250 Penalty: 4136.629395
	Iteration 6Q: 3 clusters Score -498978.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -499058.937500 Penalty: 4136.629395
	Iteration 7Q: 3 clusters Score -499058.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -499132.093750 Penalty: 4136.629395
	Iteration 8Q: 3 clusters Score -499132.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -499192.343750 Penalty: 4136.629395
	Iteration 9Q: 3 clusters Score -499192.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -499255.218750 Penalty: 4136.629395
	Iteration 10Q: 3 clusters Score -499255.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -499313.312500 Penalty: 4136.629395
	Iteration 11Q: 3 clusters Score -499313.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -499368.437500 Penalty: 4136.629395
	Iteration 12Q: 3 clusters Score -499368.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -499421.500000 Penalty: 4136.629395
	Iteration 13Q: 3 clusters Score -499421.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -499460.281250 Penalty: 4136.629395
	Iteration 14Q: 3 clusters Score -499460.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -499483.812500 Penalty: 4136.629395
	Iteration 15Q: 3 clusters Score -499483.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -499504.000000 Penalty: 4136.629395
	Iteration 16Q: 3 clusters Score -499504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -499524.062500 Penalty: 4136.629395
	Iteration 17Q: 3 clusters Score -499524.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -499540.187500 Penalty: 4136.629395
	Iteration 18Q: 3 clusters Score -499540.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -499548.687500 Penalty: 4136.629395
	Iteration 19Q: 3 clusters Score -499548.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -499551.218750 Penalty: 4136.629395
	Iteration 20F: 3 clusters Score -499551.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -499554.843750 Penalty: 4136.629395
	Iteration 21Q: 3 clusters Score -499554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -499562.312500 Penalty: 4136.629395
	Iteration 22Q: 3 clusters Score -499562.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -499568.343750 Penalty: 4136.629395
	Iteration 23Q: 3 clusters Score -499568.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -499575.000000 Penalty: 4136.629395
	Iteration 24Q: 3 clusters Score -499575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -499578.718750 Penalty: 4136.629395
	Iteration 25Q: 3 clusters Score -499578.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -499580.218750 Penalty: 4136.629395
	Iteration 26Q: 3 clusters Score -499580.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -499584.812500 Penalty: 4136.629395
	Iteration 27Q: 3 clusters Score -499584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -499588.812500 Penalty: 4136.629395
	Iteration 28Q: 3 clusters Score -499588.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -499590.562500 Penalty: 4136.629395
	Iteration 29Q: 3 clusters Score -499590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -499590.968750 Penalty: 4136.629395
	Iteration 30Q: 3 clusters Score -499591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -499592.187500 Penalty: 4136.629395
	Iteration 31Q: 3 clusters Score -499592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -499593.500000 Penalty: 4136.629395
	Iteration 32Q: 3 clusters Score -499593.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -499593.875000 Penalty: 4136.629395
	Iteration 33Q: 3 clusters Score -499593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -499593.125000 Penalty: 4136.629395
	Iteration 34Q: 3 clusters Score -499593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -499595.531250 Penalty: 4136.629395
	Iteration 35Q: 3 clusters Score -499595.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -499596.812500 Penalty: 4136.629395
	Iteration 36Q: 3 clusters Score -499596.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -499596.812500 Penalty: 4136.629395
	Iteration 37F: 3 clusters Score -499596.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -256840.890625 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -256840.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -254159.140625 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -254159.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -254666.500000 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -254666.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -254802.687500 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -254802.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -254866.109375 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -254866.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -254907.875000 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -254907.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -254935.640625 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -254935.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -254956.750000 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -254956.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -254970.843750 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -254970.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -254979.546875 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -254979.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -254987.250000 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -254987.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -254991.828125 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -254991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -254994.750000 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -254994.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -254998.531250 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -254998.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -255005.250000 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -255005.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -255010.640625 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -255010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -255014.421875 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -255014.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -255017.515625 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -255017.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -255020.031250 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -255020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -255022.484375 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -255022.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -255025.218750 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -255025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -255027.500000 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -255027.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -255031.156250 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -255031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -255036.937500 Penalty: 3784.227051
	Iteration 22Q: 3 clusters Score -255036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -255039.296875 Penalty: 3784.227051
	Iteration 23Q: 3 clusters Score -255039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -255039.984375 Penalty: 3784.227051
	Iteration 24Q: 3 clusters Score -255040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -255042.781250 Penalty: 3784.227051
	Iteration 25Q: 3 clusters Score -255042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -255043.562500 Penalty: 3784.227051
	Iteration 26Q: 3 clusters Score -255043.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -255044.437500 Penalty: 3784.227051
	Iteration 27Q: 3 clusters Score -255044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -255045.765625 Penalty: 3784.227051
	Iteration 28Q: 3 clusters Score -255045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -255046.906250 Penalty: 3784.227051
	Iteration 29Q: 3 clusters Score -255046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -255048.625000 Penalty: 3784.227051
	Iteration 30Q: 3 clusters Score -255048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -255049.718750 Penalty: 3784.227051
	Iteration 31Q: 3 clusters Score -255049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -255050.781250 Penalty: 3784.227051
	Iteration 32Q: 3 clusters Score -255050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -255050.781250 Penalty: 3784.227051
	Iteration 33F: 3 clusters Score -255050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -209220.375000 Penalty: 1788.831909
	Iteration 0F: 2 clusters Score -209220.4 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 693 members 
Entering Unmasked Estep 
Score: -207040.125000 Penalty: 3577.663818
	Iteration 0F: 3 clusters Score -207040.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -207443.109375 Penalty: 3577.663818
	Iteration 1F: 3 clusters Score -207443.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -207578.593750 Penalty: 3577.663818
	Iteration 2F: 3 clusters Score -207578.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -207664.375000 Penalty: 3577.663818
	Iteration 3Q: 3 clusters Score -207664.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -207740.250000 Penalty: 3577.663818
	Iteration 4Q: 3 clusters Score -207740.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -207790.031250 Penalty: 3577.663818
	Iteration 5Q: 3 clusters Score -207790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -207817.562500 Penalty: 3577.663818
	Iteration 6Q: 3 clusters Score -207817.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -207841.203125 Penalty: 3577.663818
	Iteration 7Q: 3 clusters Score -207841.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -207867.187500 Penalty: 3577.663818
	Iteration 8Q: 3 clusters Score -207867.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -207886.500000 Penalty: 3577.663818
	Iteration 9Q: 3 clusters Score -207886.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -207900.515625 Penalty: 3577.663818
	Iteration 10Q: 3 clusters Score -207900.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -207908.937500 Penalty: 3577.663818
	Iteration 11Q: 3 clusters Score -207908.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -207921.203125 Penalty: 3577.663818
	Iteration 12Q: 3 clusters Score -207921.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -207936.687500 Penalty: 3577.663818
	Iteration 13Q: 3 clusters Score -207936.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -207957.328125 Penalty: 3577.663818
	Iteration 14Q: 3 clusters Score -207957.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -207991.984375 Penalty: 3577.663818
	Iteration 15Q: 3 clusters Score -207992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -208048.375000 Penalty: 3577.663818
	Iteration 16Q: 3 clusters Score -208048.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -208175.281250 Penalty: 3577.663818
	Iteration 17Q: 3 clusters Score -208175.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -208300.890625 Penalty: 3577.663818
	Iteration 18Q: 3 clusters Score -208300.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -208413.015625 Penalty: 3577.663818
	Iteration 19Q: 3 clusters Score -208413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -208554.000000 Penalty: 3577.663818
	Iteration 20F: 3 clusters Score -208554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -208669.109375 Penalty: 3577.663818
	Iteration 21Q: 3 clusters Score -208669.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -208712.640625 Penalty: 3577.663818
	Iteration 22Q: 3 clusters Score -208712.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -208729.484375 Penalty: 3577.663818
	Iteration 23Q: 3 clusters Score -208729.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -208738.218750 Penalty: 3577.663818
	Iteration 24Q: 3 clusters Score -208738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -208747.812500 Penalty: 3577.663818
	Iteration 25Q: 3 clusters Score -208747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -208753.656250 Penalty: 3577.663818
	Iteration 26Q: 3 clusters Score -208753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -208759.625000 Penalty: 3577.663818
	Iteration 27Q: 3 clusters Score -208759.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -208761.406250 Penalty: 3577.663818
	Iteration 28Q: 3 clusters Score -208761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -208761.406250 Penalty: 3577.663818
	Iteration 29F: 3 clusters Score -208761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (3423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Entering Unmasked Estep 
Score: -339055.000000 Penalty: 2018.291504
	Iteration 0F: 2 clusters Score -339055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -335642.125000 Penalty: 4036.583008
	Iteration 0F: 3 clusters Score -335642.1 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -336732.125000 Penalty: 4036.583008
	Iteration 1F: 3 clusters Score -336732.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -337300.281250 Penalty: 4036.583008
	Iteration 2F: 3 clusters Score -337300.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -337747.156250 Penalty: 4036.583008
	Iteration 3F: 3 clusters Score -337747.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -338125.656250 Penalty: 4036.583008
	Iteration 4F: 3 clusters Score -338125.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -338376.406250 Penalty: 4036.583008
	Iteration 5F: 3 clusters Score -338376.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -338550.281250 Penalty: 4036.583008
	Iteration 6Q: 3 clusters Score -338550.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -338645.906250 Penalty: 4036.583008
	Iteration 7Q: 3 clusters Score -338645.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -338713.031250 Penalty: 4036.583008
	Iteration 8Q: 3 clusters Score -338713 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -338757.968750 Penalty: 4036.583008
	Iteration 9Q: 3 clusters Score -338758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -338788.343750 Penalty: 4036.583008
	Iteration 10Q: 3 clusters Score -338788.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -338811.718750 Penalty: 4036.583008
	Iteration 11Q: 3 clusters Score -338811.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -338827.750000 Penalty: 4036.583008
	Iteration 12Q: 3 clusters Score -338827.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -338839.687500 Penalty: 4036.583008
	Iteration 13Q: 3 clusters Score -338839.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -338850.468750 Penalty: 4036.583008
	Iteration 14Q: 3 clusters Score -338850.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -338860.437500 Penalty: 4036.583008
	Iteration 15Q: 3 clusters Score -338860.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -338867.781250 Penalty: 4036.583008
	Iteration 16Q: 3 clusters Score -338867.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -338873.156250 Penalty: 4036.583008
	Iteration 17Q: 3 clusters Score -338873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -338874.562500 Penalty: 4036.583008
	Iteration 18Q: 3 clusters Score -338874.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -338875.656250 Penalty: 4036.583008
	Iteration 19Q: 3 clusters Score -338875.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -338878.000000 Penalty: 4036.583008
	Iteration 20F: 3 clusters Score -338878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -338879.187500 Penalty: 4036.583008
	Iteration 21Q: 3 clusters Score -338879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -338881.875000 Penalty: 4036.583008
	Iteration 22Q: 3 clusters Score -338881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -338884.562500 Penalty: 4036.583008
	Iteration 23Q: 3 clusters Score -338884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -338886.500000 Penalty: 4036.583008
	Iteration 24Q: 3 clusters Score -338886.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -338888.312500 Penalty: 4036.583008
	Iteration 25Q: 3 clusters Score -338888.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -338889.218750 Penalty: 4036.583008
	Iteration 26Q: 3 clusters Score -338889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -338889.781250 Penalty: 4036.583008
	Iteration 27Q: 3 clusters Score -338889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -338890.906250 Penalty: 4036.583008
	Iteration 28Q: 3 clusters Score -338890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -338891.843750 Penalty: 4036.583008
	Iteration 29Q: 3 clusters Score -338891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -338892.250000 Penalty: 4036.583008
	Iteration 30Q: 3 clusters Score -338892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -338892.312500 Penalty: 4036.583008
	Iteration 31Q: 3 clusters Score -338892.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -338892.312500 Penalty: 4036.583008
	Iteration 32F: 3 clusters Score -338892.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (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: -707295.937500 Penalty: 2152.385010
	Iteration 0F: 2 clusters Score -707295.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -702211.687500 Penalty: 4304.770020
	Iteration 0F: 3 clusters Score -702211.7 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -703578.250000 Penalty: 4304.770020
	Iteration 1F: 3 clusters Score -703578.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -703845.812500 Penalty: 4304.770020
	Iteration 2F: 3 clusters Score -703845.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -704018.187500 Penalty: 4304.770020
	Iteration 3F: 3 clusters Score -704018.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -704150.000000 Penalty: 4304.770020
	Iteration 4Q: 3 clusters Score -704150 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -704252.687500 Penalty: 4304.770020
	Iteration 5Q: 3 clusters Score -704252.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -704340.500000 Penalty: 4304.770020
	Iteration 6Q: 3 clusters Score -704340.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -704429.875000 Penalty: 4304.770020
	Iteration 7Q: 3 clusters Score -704429.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -704497.875000 Penalty: 4304.770020
	Iteration 8Q: 3 clusters Score -704497.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -704557.500000 Penalty: 4304.770020
	Iteration 9Q: 3 clusters Score -704557.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -704613.125000 Penalty: 4304.770020
	Iteration 10Q: 3 clusters Score -704613.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -704679.687500 Penalty: 4304.770020
	Iteration 11Q: 3 clusters Score -704679.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -704751.437500 Penalty: 4304.770020
	Iteration 12Q: 3 clusters Score -704751.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -704817.125000 Penalty: 4304.770020
	Iteration 13Q: 3 clusters Score -704817.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -704883.125000 Penalty: 4304.770020
	Iteration 14Q: 3 clusters Score -704883.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -704935.812500 Penalty: 4304.770020
	Iteration 15Q: 3 clusters Score -704935.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -704977.562500 Penalty: 4304.770020
	Iteration 16Q: 3 clusters Score -704977.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -705022.187500 Penalty: 4304.770020
	Iteration 17Q: 3 clusters Score -705022.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -705056.375000 Penalty: 4304.770020
	Iteration 18Q: 3 clusters Score -705056.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -705084.562500 Penalty: 4304.770020
	Iteration 19Q: 3 clusters Score -705084.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -705102.187500 Penalty: 4304.770020
	Iteration 20F: 3 clusters Score -705102.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -705126.812500 Penalty: 4304.770020
	Iteration 21Q: 3 clusters Score -705126.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -705150.250000 Penalty: 4304.770020
	Iteration 22Q: 3 clusters Score -705150.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -705167.437500 Penalty: 4304.770020
	Iteration 23Q: 3 clusters Score -705167.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -705178.812500 Penalty: 4304.770020
	Iteration 24Q: 3 clusters Score -705178.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -705188.000000 Penalty: 4304.770020
	Iteration 25Q: 3 clusters Score -705188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -705198.875000 Penalty: 4304.770020
	Iteration 26Q: 3 clusters Score -705198.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -705209.625000 Penalty: 4304.770020
	Iteration 27Q: 3 clusters Score -705209.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -705215.562500 Penalty: 4304.770020
	Iteration 28Q: 3 clusters Score -705215.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -705227.312500 Penalty: 4304.770020
	Iteration 29Q: 3 clusters Score -705227.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -705236.375000 Penalty: 4304.770020
	Iteration 30Q: 3 clusters Score -705236.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -705245.875000 Penalty: 4304.770020
	Iteration 31Q: 3 clusters Score -705245.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -705253.750000 Penalty: 4304.770020
	Iteration 32Q: 3 clusters Score -705253.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -705264.375000 Penalty: 4304.770020
	Iteration 33Q: 3 clusters Score -705264.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -705277.812500 Penalty: 4304.770020
	Iteration 34Q: 3 clusters Score -705277.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -705282.375000 Penalty: 4304.770020
	Iteration 35Q: 3 clusters Score -705282.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -705289.437500 Penalty: 4304.770020
	Iteration 36Q: 3 clusters Score -705289.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -705288.875000 Penalty: 4304.770020
	Iteration 37Q: 3 clusters Score -705288.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -705293.187500 Penalty: 4304.770020
	Iteration 38Q: 3 clusters Score -705293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -705295.875000 Penalty: 4304.770020
	Iteration 39Q: 3 clusters Score -705295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -705296.250000 Penalty: 4304.770020
	Iteration 40F: 3 clusters Score -705296.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -705297.625000 Penalty: 4304.770020
	Iteration 41Q: 3 clusters Score -705297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -705299.125000 Penalty: 4304.770020
	Iteration 42Q: 3 clusters Score -705299.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -705300.687500 Penalty: 4304.770020
	Iteration 43Q: 3 clusters Score -705300.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -705302.250000 Penalty: 4304.770020
	Iteration 44Q: 3 clusters Score -705302.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -705301.875000 Penalty: 4304.770020
	Iteration 45Q: 3 clusters Score -705301.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -705305.812500 Penalty: 4304.770020
	Iteration 46Q: 3 clusters Score -705305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -705305.625000 Penalty: 4304.770020
	Iteration 47Q: 3 clusters Score -705305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -705305.250000 Penalty: 4304.770020
	Iteration 48Q: 3 clusters Score -705305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -705307.500000 Penalty: 4304.770020
	Iteration 49Q: 3 clusters Score -705307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -705306.250000 Penalty: 4304.770020
	Iteration 50Q: 3 clusters Score -705306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -705307.000000 Penalty: 4304.770020
	Iteration 51Q: 3 clusters Score -705307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -705308.937500 Penalty: 4304.770020
	Iteration 52Q: 3 clusters Score -705308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -705308.125000 Penalty: 4304.770020
	Iteration 53Q: 3 clusters Score -705308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -705308.312500 Penalty: 4304.770020
	Iteration 54Q: 3 clusters Score -705308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -705307.375000 Penalty: 4304.770020
	Iteration 55Q: 3 clusters Score -705307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -705310.000000 Penalty: 4304.770020
	Iteration 56Q: 3 clusters Score -705310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -705308.125000 Penalty: 4304.770020
	Iteration 57Q: 3 clusters Score -705308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -705310.750000 Penalty: 4304.770020
	Iteration 58Q: 3 clusters Score -705310.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -705311.812500 Penalty: 4304.770020
	Iteration 59Q: 3 clusters Score -705311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -705313.375000 Penalty: 4304.770020
	Iteration 60F: 3 clusters Score -705313.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -705315.500000 Penalty: 4304.770020
	Iteration 61Q: 3 clusters Score -705315.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -705317.625000 Penalty: 4304.770020
	Iteration 62Q: 3 clusters Score -705317.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -705319.375000 Penalty: 4304.770020
	Iteration 63Q: 3 clusters Score -705319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -705321.375000 Penalty: 4304.770020
	Iteration 64Q: 3 clusters Score -705321.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -705324.437500 Penalty: 4304.770020
	Iteration 65Q: 3 clusters Score -705324.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -705329.937500 Penalty: 4304.770020
	Iteration 66Q: 3 clusters Score -705329.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -705336.125000 Penalty: 4304.770020
	Iteration 67Q: 3 clusters Score -705336.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -705341.125000 Penalty: 4304.770020
	Iteration 68Q: 3 clusters Score -705341.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -705346.750000 Penalty: 4304.770020
	Iteration 69Q: 3 clusters Score -705346.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -705348.250000 Penalty: 4304.770020
	Iteration 70Q: 3 clusters Score -705348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -705349.187500 Penalty: 4304.770020
	Iteration 71Q: 3 clusters Score -705349.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -705351.312500 Penalty: 4304.770020
	Iteration 72Q: 3 clusters Score -705351.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -705354.437500 Penalty: 4304.770020
	Iteration 73Q: 3 clusters Score -705354.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -705355.812500 Penalty: 4304.770020
	Iteration 74Q: 3 clusters Score -705355.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -705360.875000 Penalty: 4304.770020
	Iteration 75Q: 3 clusters Score -705360.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -705361.625000 Penalty: 4304.770020
	Iteration 76Q: 3 clusters Score -705361.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -705364.375000 Penalty: 4304.770020
	Iteration 77Q: 3 clusters Score -705364.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -705367.062500 Penalty: 4304.770020
	Iteration 78Q: 3 clusters Score -705367.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -705367.812500 Penalty: 4304.770020
	Iteration 79Q: 3 clusters Score -705367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -705367.437500 Penalty: 4304.770020
	Iteration 80F: 3 clusters Score -705367.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -705370.000000 Penalty: 4304.770020
	Iteration 81Q: 3 clusters Score -705370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -705371.687500 Penalty: 4304.770020
	Iteration 82Q: 3 clusters Score -705371.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -705374.937500 Penalty: 4304.770020
	Iteration 83Q: 3 clusters Score -705374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -705373.937500 Penalty: 4304.770020
	Iteration 84Q: 3 clusters Score -705373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -705373.250000 Penalty: 4304.770020
	Iteration 85Q: 3 clusters Score -705373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -705376.625000 Penalty: 4304.770020
	Iteration 86Q: 3 clusters Score -705376.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -705376.625000 Penalty: 4304.770020
	Iteration 87F: 3 clusters Score -705376.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (12119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Entering Unmasked Estep 
Score: -1491540.625000 Penalty: 2331.827393
	Iteration 0F: 2 clusters Score -1491541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1482507.250000 Penalty: 4663.654785
	Iteration 0F: 3 clusters Score -1482507 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1485298.625000 Penalty: 4663.654785
	Iteration 1F: 3 clusters Score -1485299 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1485638.500000 Penalty: 4663.654785
	Iteration 2F: 3 clusters Score -1485638 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1485895.750000 Penalty: 4663.654785
	Iteration 3Q: 3 clusters Score -1485896 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1486107.000000 Penalty: 4663.654785
	Iteration 4Q: 3 clusters Score -1486107 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1486304.625000 Penalty: 4663.654785
	Iteration 5Q: 3 clusters Score -1486305 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1486514.875000 Penalty: 4663.654785
	Iteration 6Q: 3 clusters Score -1486515 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1486705.875000 Penalty: 4663.654785
	Iteration 7Q: 3 clusters Score -1486706 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1486898.125000 Penalty: 4663.654785
	Iteration 8Q: 3 clusters Score -1486898 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1487121.375000 Penalty: 4663.654785
	Iteration 9Q: 3 clusters Score -1487121 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1487339.000000 Penalty: 4663.654785
	Iteration 10Q: 3 clusters Score -1487339 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1487589.125000 Penalty: 4663.654785
	Iteration 11Q: 3 clusters Score -1487589 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1487842.750000 Penalty: 4663.654785
	Iteration 12Q: 3 clusters Score -1487843 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1488064.625000 Penalty: 4663.654785
	Iteration 13Q: 3 clusters Score -1488065 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1488258.125000 Penalty: 4663.654785
	Iteration 14Q: 3 clusters Score -1488258 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1488475.125000 Penalty: 4663.654785
	Iteration 15Q: 3 clusters Score -1488475 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1488684.000000 Penalty: 4663.654785
	Iteration 16Q: 3 clusters Score -1488684 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1488913.500000 Penalty: 4663.654785
	Iteration 17Q: 3 clusters Score -1488914 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1489103.750000 Penalty: 4663.654785
	Iteration 18Q: 3 clusters Score -1489104 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1489233.375000 Penalty: 4663.654785
	Iteration 19Q: 3 clusters Score -1489233 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1489361.500000 Penalty: 4663.654785
	Iteration 20F: 3 clusters Score -1489362 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1489470.250000 Penalty: 4663.654785
	Iteration 21Q: 3 clusters Score -1489470 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1489542.125000 Penalty: 4663.654785
	Iteration 22Q: 3 clusters Score -1489542 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1489585.625000 Penalty: 4663.654785
	Iteration 23Q: 3 clusters Score -1489586 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1489618.250000 Penalty: 4663.654785
	Iteration 24Q: 3 clusters Score -1489618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1489636.875000 Penalty: 4663.654785
	Iteration 25Q: 3 clusters Score -1489637 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1489656.875000 Penalty: 4663.654785
	Iteration 26Q: 3 clusters Score -1489657 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1489676.875000 Penalty: 4663.654785
	Iteration 27Q: 3 clusters Score -1489677 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1489687.375000 Penalty: 4663.654785
	Iteration 28Q: 3 clusters Score -1489687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1489695.750000 Penalty: 4663.654785
	Iteration 29Q: 3 clusters Score -1489696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1489706.500000 Penalty: 4663.654785
	Iteration 30Q: 3 clusters Score -1489706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1489712.125000 Penalty: 4663.654785
	Iteration 31Q: 3 clusters Score -1489712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1489716.875000 Penalty: 4663.654785
	Iteration 32Q: 3 clusters Score -1489717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1489720.125000 Penalty: 4663.654785
	Iteration 33Q: 3 clusters Score -1489720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1489721.750000 Penalty: 4663.654785
	Iteration 34Q: 3 clusters Score -1489722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1489721.125000 Penalty: 4663.654785
	Iteration 35Q: 3 clusters Score -1489721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1489723.250000 Penalty: 4663.654785
	Iteration 36Q: 3 clusters Score -1489723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1489722.500000 Penalty: 4663.654785
	Iteration 37Q: 3 clusters Score -1489722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1489722.875000 Penalty: 4663.654785
	Iteration 38Q: 3 clusters Score -1489723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1489721.125000 Penalty: 4663.654785
	Iteration 39Q: 3 clusters Score -1489721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1489723.125000 Penalty: 4663.654785
	Iteration 40F: 3 clusters Score -1489723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1489724.625000 Penalty: 4663.654785
	Iteration 41Q: 3 clusters Score -1489725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1489724.625000 Penalty: 4663.654785
	Iteration 42F: 3 clusters Score -1489725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (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: -352592.187500 Penalty: 1981.411011
	Iteration 0F: 2 clusters Score -352592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -349363.906250 Penalty: 3962.822021
	Iteration 0F: 3 clusters Score -349363.9 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -350043.343750 Penalty: 3962.822021
	Iteration 1F: 3 clusters Score -350043.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -350231.718750 Penalty: 3962.822021
	Iteration 2F: 3 clusters Score -350231.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -350393.343750 Penalty: 3962.822021
	Iteration 3F: 3 clusters Score -350393.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -350564.031250 Penalty: 3962.822021
	Iteration 4F: 3 clusters Score -350564 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -350697.562500 Penalty: 3962.822021
	Iteration 5Q: 3 clusters Score -350697.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -350805.687500 Penalty: 3962.822021
	Iteration 6Q: 3 clusters Score -350805.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -350856.531250 Penalty: 3962.822021
	Iteration 7Q: 3 clusters Score -350856.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -350889.468750 Penalty: 3962.822021
	Iteration 8Q: 3 clusters Score -350889.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -350907.500000 Penalty: 3962.822021
	Iteration 9Q: 3 clusters Score -350907.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -350921.625000 Penalty: 3962.822021
	Iteration 10Q: 3 clusters Score -350921.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -350936.031250 Penalty: 3962.822021
	Iteration 11Q: 3 clusters Score -350936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -350954.531250 Penalty: 3962.822021
	Iteration 12Q: 3 clusters Score -350954.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -350967.593750 Penalty: 3962.822021
	Iteration 13Q: 3 clusters Score -350967.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -350979.531250 Penalty: 3962.822021
	Iteration 14Q: 3 clusters Score -350979.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -350986.812500 Penalty: 3962.822021
	Iteration 15Q: 3 clusters Score -350986.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -350995.437500 Penalty: 3962.822021
	Iteration 16Q: 3 clusters Score -350995.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -351000.781250 Penalty: 3962.822021
	Iteration 17Q: 3 clusters Score -351000.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -351004.687500 Penalty: 3962.822021
	Iteration 18Q: 3 clusters Score -351004.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -351011.625000 Penalty: 3962.822021
	Iteration 19Q: 3 clusters Score -351011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -351013.968750 Penalty: 3962.822021
	Iteration 20F: 3 clusters Score -351014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -351014.968750 Penalty: 3962.822021
	Iteration 21Q: 3 clusters Score -351015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -351014.968750 Penalty: 3962.822021
	Iteration 22F: 3 clusters Score -351015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -59410.101562 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -59410.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57849.531250 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -57849.53 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58427.523438 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -58427.52 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -58699.601562 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -58699.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -58871.339844 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -58871.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -59020.339844 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -59020.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -59083.953125 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -59083.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -59100.632812 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -59100.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -59107.457031 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -59107.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -59123.402344 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -59123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -59137.812500 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -59137.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -59140.414062 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -59140.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -59141.382812 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -59141.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -59150.941406 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -59150.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -59152.058594 Penalty: 3220.151123
	Iteration 13F: 3 clusters Score -59152.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -59157.859375 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -59157.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -59177.339844 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -59177.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59187.679688 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -59187.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -59201.679688 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -59201.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -59214.964844 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -59214.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -59234.457031 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -59234.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -59247.859375 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -59247.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -59258.828125 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -59258.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -59266.066406 Penalty: 3220.151123
	Iteration 22Q: 3 clusters Score -59266.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -59274.625000 Penalty: 3220.151123
	Iteration 23Q: 3 clusters Score -59274.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59290.871094 Penalty: 3220.151123
	Iteration 24Q: 3 clusters Score -59290.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -59293.253906 Penalty: 3220.151123
	Iteration 25Q: 3 clusters Score -59293.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -59298.597656 Penalty: 3220.151123
	Iteration 26Q: 3 clusters Score -59298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -59298.597656 Penalty: 3220.151123
	Iteration 27F: 3 clusters Score -59298.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -114868.976562 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -114869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -113118.265625 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -113118.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -113381.015625 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -113381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -113459.250000 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -113459.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -113521.257812 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -113521.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -113618.085938 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -113618.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -113726.382812 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -113726.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -113835.156250 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -113835.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -113940.703125 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -113940.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -114009.609375 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -114009.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -114047.226562 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -114047.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -114110.117188 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -114110.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -114180.773438 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -114180.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -114238.953125 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -114239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -114274.046875 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -114274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -114296.921875 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -114296.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -114319.406250 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -114319.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -114341.476562 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -114341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -114355.453125 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -114355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -114364.625000 Penalty: 3281.568359
	Iteration 18Q: 3 clusters Score -114364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -114370.671875 Penalty: 3281.568359
	Iteration 19Q: 3 clusters Score -114370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -114373.210938 Penalty: 3281.568359
	Iteration 20F: 3 clusters Score -114373.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (4948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Entering Unmasked Estep 
Score: -593627.062500 Penalty: 2109.671143
	Iteration 0F: 2 clusters Score -593627.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -589111.125000 Penalty: 4219.342285
	Iteration 0F: 3 clusters Score -589111.1 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -590198.500000 Penalty: 4219.342285
	Iteration 1F: 3 clusters Score -590198.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -590416.625000 Penalty: 4219.342285
	Iteration 2F: 3 clusters Score -590416.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -590568.562500 Penalty: 4219.342285
	Iteration 3Q: 3 clusters Score -590568.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -590727.250000 Penalty: 4219.342285
	Iteration 4Q: 3 clusters Score -590727.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -590857.375000 Penalty: 4219.342285
	Iteration 5Q: 3 clusters Score -590857.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -590981.875000 Penalty: 4219.342285
	Iteration 6Q: 3 clusters Score -590981.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -591117.125000 Penalty: 4219.342285
	Iteration 7Q: 3 clusters Score -591117.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -591260.187500 Penalty: 4219.342285
	Iteration 8Q: 3 clusters Score -591260.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -591376.375000 Penalty: 4219.342285
	Iteration 9Q: 3 clusters Score -591376.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -591489.125000 Penalty: 4219.342285
	Iteration 10Q: 3 clusters Score -591489.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -591616.500000 Penalty: 4219.342285
	Iteration 11Q: 3 clusters Score -591616.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -591735.937500 Penalty: 4219.342285
	Iteration 12Q: 3 clusters Score -591735.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -591847.500000 Penalty: 4219.342285
	Iteration 13Q: 3 clusters Score -591847.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -591955.250000 Penalty: 4219.342285
	Iteration 14Q: 3 clusters Score -591955.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -592087.687500 Penalty: 4219.342285
	Iteration 15Q: 3 clusters Score -592087.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -592199.062500 Penalty: 4219.342285
	Iteration 16Q: 3 clusters Score -592199.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -592258.000000 Penalty: 4219.342285
	Iteration 17Q: 3 clusters Score -592258 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -592300.875000 Penalty: 4219.342285
	Iteration 18Q: 3 clusters Score -592300.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -592334.625000 Penalty: 4219.342285
	Iteration 19Q: 3 clusters Score -592334.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -592363.250000 Penalty: 4219.342285
	Iteration 20F: 3 clusters Score -592363.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -592387.937500 Penalty: 4219.342285
	Iteration 21Q: 3 clusters Score -592387.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -592404.125000 Penalty: 4219.342285
	Iteration 22Q: 3 clusters Score -592404.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -592416.187500 Penalty: 4219.342285
	Iteration 23Q: 3 clusters Score -592416.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -592424.875000 Penalty: 4219.342285
	Iteration 24Q: 3 clusters Score -592424.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -592433.000000 Penalty: 4219.342285
	Iteration 25Q: 3 clusters Score -592433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -592441.562500 Penalty: 4219.342285
	Iteration 26Q: 3 clusters Score -592441.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -592448.750000 Penalty: 4219.342285
	Iteration 27Q: 3 clusters Score -592448.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -592452.375000 Penalty: 4219.342285
	Iteration 28Q: 3 clusters Score -592452.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -592458.312500 Penalty: 4219.342285
	Iteration 29Q: 3 clusters Score -592458.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -592464.062500 Penalty: 4219.342285
	Iteration 30Q: 3 clusters Score -592464.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -592467.312500 Penalty: 4219.342285
	Iteration 31Q: 3 clusters Score -592467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -592469.750000 Penalty: 4219.342285
	Iteration 32Q: 3 clusters Score -592469.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -592471.875000 Penalty: 4219.342285
	Iteration 33Q: 3 clusters Score -592471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -592475.000000 Penalty: 4219.342285
	Iteration 34Q: 3 clusters Score -592475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -592477.437500 Penalty: 4219.342285
	Iteration 35Q: 3 clusters Score -592477.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -592479.250000 Penalty: 4219.342285
	Iteration 36Q: 3 clusters Score -592479.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -592481.812500 Penalty: 4219.342285
	Iteration 37Q: 3 clusters Score -592481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -592483.687500 Penalty: 4219.342285
	Iteration 38Q: 3 clusters Score -592483.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -592483.625000 Penalty: 4219.342285
	Iteration 39Q: 3 clusters Score -592483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -592486.062500 Penalty: 4219.342285
	Iteration 40F: 3 clusters Score -592486.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -592486.812500 Penalty: 4219.342285
	Iteration 41Q: 3 clusters Score -592486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -592488.375000 Penalty: 4219.342285
	Iteration 42Q: 3 clusters Score -592488.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -592489.375000 Penalty: 4219.342285
	Iteration 43Q: 3 clusters Score -592489.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -592490.187500 Penalty: 4219.342285
	Iteration 44Q: 3 clusters Score -592490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -592492.187500 Penalty: 4219.342285
	Iteration 45Q: 3 clusters Score -592492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -592491.812500 Penalty: 4219.342285
	Iteration 46Q: 3 clusters Score -592491.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -592491.812500 Penalty: 4219.342285
	Iteration 47F: 3 clusters Score -592491.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -437539.281250 Penalty: 2041.842896
	Iteration 0F: 2 clusters Score -437539.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -433827.156250 Penalty: 4083.685791
	Iteration 0F: 3 clusters Score -433827.2 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -434612.875000 Penalty: 4083.685791
	Iteration 1F: 3 clusters Score -434612.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -434817.843750 Penalty: 4083.685791
	Iteration 2F: 3 clusters Score -434817.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -434976.062500 Penalty: 4083.685791
	Iteration 3F: 3 clusters Score -434976.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -435149.968750 Penalty: 4083.685791
	Iteration 4Q: 3 clusters Score -435150 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -435388.906250 Penalty: 4083.685791
	Iteration 5F: 3 clusters Score -435388.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -435681.875000 Penalty: 4083.685791
	Iteration 6F: 3 clusters Score -435681.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -435969.687500 Penalty: 4083.685791
	Iteration 7F: 3 clusters Score -435969.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -436157.093750 Penalty: 4083.685791
	Iteration 8Q: 3 clusters Score -436157.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -436296.875000 Penalty: 4083.685791
	Iteration 9Q: 3 clusters Score -436296.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -436411.281250 Penalty: 4083.685791
	Iteration 10Q: 3 clusters Score -436411.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -436483.906250 Penalty: 4083.685791
	Iteration 11Q: 3 clusters Score -436483.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -436537.781250 Penalty: 4083.685791
	Iteration 12Q: 3 clusters Score -436537.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -436581.750000 Penalty: 4083.685791
	Iteration 13Q: 3 clusters Score -436581.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -436617.968750 Penalty: 4083.685791
	Iteration 14Q: 3 clusters Score -436618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -436646.968750 Penalty: 4083.685791
	Iteration 15Q: 3 clusters Score -436647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -436659.093750 Penalty: 4083.685791
	Iteration 16Q: 3 clusters Score -436659.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -436667.218750 Penalty: 4083.685791
	Iteration 17Q: 3 clusters Score -436667.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -436676.593750 Penalty: 4083.685791
	Iteration 18Q: 3 clusters Score -436676.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -436683.312500 Penalty: 4083.685791
	Iteration 19Q: 3 clusters Score -436683.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -436688.312500 Penalty: 4083.685791
	Iteration 20F: 3 clusters Score -436688.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -436691.968750 Penalty: 4083.685791
	Iteration 21Q: 3 clusters Score -436692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -436693.843750 Penalty: 4083.685791
	Iteration 22Q: 3 clusters Score -436693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -436695.000000 Penalty: 4083.685791
	Iteration 23Q: 3 clusters Score -436695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -436696.718750 Penalty: 4083.685791
	Iteration 24Q: 3 clusters Score -436696.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -436697.937500 Penalty: 4083.685791
	Iteration 25Q: 3 clusters Score -436697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -436698.437500 Penalty: 4083.685791
	Iteration 26Q: 3 clusters Score -436698.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -436698.781250 Penalty: 4083.685791
	Iteration 27Q: 3 clusters Score -436698.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -436698.781250 Penalty: 4083.685791
	Iteration 28F: 3 clusters Score -436698.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -133724.046875 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -133724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -131887.421875 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -131887.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -132217.281250 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -132217.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -132308.343750 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -132308.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -132351.015625 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -132351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -132374.343750 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -132374.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -132394.984375 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -132395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -132407.734375 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -132407.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -132424.984375 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -132425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -132432.140625 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -132432.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -132436.078125 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -132436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -132440.187500 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -132440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -132444.343750 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -132444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -132451.671875 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -132451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -132466.062500 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -132466.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -132503.390625 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -132503.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -132552.812500 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -132552.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -132588.343750 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -132588.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -132665.093750 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -132665.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -132866.312500 Penalty: 3345.053223
	Iteration 18Q: 3 clusters Score -132866.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -132943.875000 Penalty: 3345.053223
	Iteration 19Q: 3 clusters Score -132943.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -133005.484375 Penalty: 3345.053223
	Iteration 20F: 3 clusters Score -133005.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -133074.015625 Penalty: 3345.053223
	Iteration 21Q: 3 clusters Score -133074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -133125.937500 Penalty: 3345.053223
	Iteration 22Q: 3 clusters Score -133125.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -133204.234375 Penalty: 3345.053223
	Iteration 23Q: 3 clusters Score -133204.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -133239.390625 Penalty: 3345.053223
	Iteration 24Q: 3 clusters Score -133239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -133250.328125 Penalty: 3345.053223
	Iteration 25Q: 3 clusters Score -133250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -133267.296875 Penalty: 3345.053223
	Iteration 26Q: 3 clusters Score -133267.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -133275.640625 Penalty: 3345.053223
	Iteration 27Q: 3 clusters Score -133275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -133280.187500 Penalty: 3345.053223
	Iteration 28Q: 3 clusters Score -133280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -133280.187500 Penalty: 3345.053223
	Iteration 29F: 3 clusters Score -133280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1913 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 21753 members 
Mstep: Class 9 contains 234330 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81298 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 134825 members 
Mstep: Class 19 contains 6418 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8003 members 
Mstep: Class 22 contains 14980 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4868 members 
Mstep: Class 28 contains 95098 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 3521 members 
Mstep: Class 31 contains 18594 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10238 members 
Mstep: Class 35 contains 41187 members 
Mstep: Class 36 contains 92063 members 
Mstep: Class 37 contains 17041 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26812 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6138 members 
Mstep: Class 42 contains 40874 members 
Mstep: Class 43 contains 1425 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1247 members 
Mstep: Class 49 contains 18106 members 
Mstep: Class 50 contains 91890 members 
Mstep: Class 51 contains 4704 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6051 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15687 members 
Mstep: Class 58 contains 3025 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10691 members 
Mstep: Class 62 contains 7151 members 
Mstep: Class 63 contains 5648 members 
Mstep: Class 64 contains 24088 members 
Mstep: Class 65 contains 8236 members 
Mstep: Class 66 contains 10455 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12560 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10727 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4188 members 
Mstep: Class 74 contains 2058 members 
Mstep: Class 75 contains 1357 members 
Mstep: Class 76 contains 3423 members 
Mstep: Class 77 contains 5878 members 
Mstep: Class 78 contains 12119 members 
Mstep: Class 79 contains 2950 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4948 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536368.000000 Penalty: 293480.187500
Iteration 159Q: 85 clusters Score -1.545364e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1913 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 21756 members 
Mstep: Class 9 contains 234333 members 
Mstep: Class 10 contains 7060 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81300 members 
Mstep: Class 17 contains 11125 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6420 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8002 members 
Mstep: Class 22 contains 14978 members 
Mstep: Class 23 contains 6316 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4868 members 
Mstep: Class 28 contains 95100 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 3522 members 
Mstep: Class 31 contains 18594 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10235 members 
Mstep: Class 35 contains 41175 members 
Mstep: Class 36 contains 92062 members 
Mstep: Class 37 contains 17044 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26809 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6138 members 
Mstep: Class 42 contains 40871 members 
Mstep: Class 43 contains 1424 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1250 members 
Mstep: Class 49 contains 18096 members 
Mstep: Class 50 contains 91889 members 
Mstep: Class 51 contains 4704 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6052 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15686 members 
Mstep: Class 58 contains 3024 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10689 members 
Mstep: Class 62 contains 7153 members 
Mstep: Class 63 contains 5648 members 
Mstep: Class 64 contains 24083 members 
Mstep: Class 65 contains 8234 members 
Mstep: Class 66 contains 10454 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12587 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10727 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4194 members 
Mstep: Class 74 contains 2058 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 3424 members 
Mstep: Class 77 contains 5882 members 
Mstep: Class 78 contains 12122 members 
Mstep: Class 79 contains 2950 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4954 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536448.000000 Penalty: 293480.187500
Iteration 160F: 85 clusters Score -1.545364e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1913 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5383 members 
Mstep: Class 8 contains 21756 members 
Mstep: Class 9 contains 234338 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3953 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81298 members 
Mstep: Class 17 contains 11115 members 
Mstep: Class 18 contains 134827 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8001 members 
Mstep: Class 22 contains 14973 members 
Mstep: Class 23 contains 6319 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4869 members 
Mstep: Class 28 contains 95094 members 
Mstep: Class 29 contains 1654 members 
Mstep: Class 30 contains 3522 members 
Mstep: Class 31 contains 18592 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10232 members 
Mstep: Class 35 contains 41172 members 
Mstep: Class 36 contains 92062 members 
Mstep: Class 37 contains 17046 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26804 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6134 members 
Mstep: Class 42 contains 40865 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5153 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30171 members 
Mstep: Class 48 contains 1251 members 
Mstep: Class 49 contains 18088 members 
Mstep: Class 50 contains 91891 members 
Mstep: Class 51 contains 4705 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6052 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15687 members 
Mstep: Class 58 contains 3024 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10689 members 
Mstep: Class 62 contains 7155 members 
Mstep: Class 63 contains 5648 members 
Mstep: Class 64 contains 24080 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12610 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10727 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4204 members 
Mstep: Class 74 contains 2057 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 3425 members 
Mstep: Class 77 contains 5883 members 
Mstep: Class 78 contains 12125 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4959 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536304.000000 Penalty: 293480.187500
Iteration 161Q: 85 clusters Score -1.545363e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5383 members 
Mstep: Class 8 contains 21758 members 
Mstep: Class 9 contains 234340 members 
Mstep: Class 10 contains 7055 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81297 members 
Mstep: Class 17 contains 11112 members 
Mstep: Class 18 contains 134827 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8002 members 
Mstep: Class 22 contains 14970 members 
Mstep: Class 23 contains 6318 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4868 members 
Mstep: Class 28 contains 95093 members 
Mstep: Class 29 contains 1655 members 
Mstep: Class 30 contains 3522 members 
Mstep: Class 31 contains 18592 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10229 members 
Mstep: Class 35 contains 41165 members 
Mstep: Class 36 contains 92061 members 
Mstep: Class 37 contains 17050 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26804 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40859 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30171 members 
Mstep: Class 48 contains 1251 members 
Mstep: Class 49 contains 18071 members 
Mstep: Class 50 contains 91891 members 
Mstep: Class 51 contains 4705 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6052 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15690 members 
Mstep: Class 58 contains 3024 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10688 members 
Mstep: Class 62 contains 7158 members 
Mstep: Class 63 contains 5648 members 
Mstep: Class 64 contains 24079 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12624 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10727 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4214 members 
Mstep: Class 74 contains 2058 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5882 members 
Mstep: Class 78 contains 12128 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4967 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536384.000000 Penalty: 293480.187500
Iteration 162Q: 85 clusters Score -1.545364e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5382 members 
Mstep: Class 8 contains 21756 members 
Mstep: Class 9 contains 234343 members 
Mstep: Class 10 contains 7051 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81296 members 
Mstep: Class 17 contains 11106 members 
Mstep: Class 18 contains 134824 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8002 members 
Mstep: Class 22 contains 14968 members 
Mstep: Class 23 contains 6319 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4868 members 
Mstep: Class 28 contains 95093 members 
Mstep: Class 29 contains 1658 members 
Mstep: Class 30 contains 3522 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41161 members 
Mstep: Class 36 contains 92060 members 
Mstep: Class 37 contains 17054 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26800 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6128 members 
Mstep: Class 42 contains 40858 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30171 members 
Mstep: Class 48 contains 1251 members 
Mstep: Class 49 contains 18061 members 
Mstep: Class 50 contains 91889 members 
Mstep: Class 51 contains 4705 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6052 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15690 members 
Mstep: Class 58 contains 3025 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10687 members 
Mstep: Class 62 contains 7159 members 
Mstep: Class 63 contains 5648 members 
Mstep: Class 64 contains 24081 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10459 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12641 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10727 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4218 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5881 members 
Mstep: Class 78 contains 12130 members 
Mstep: Class 79 contains 2952 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4974 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536512.000000 Penalty: 293480.187500
Iteration 163Q: 85 clusters Score -1.545365e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5383 members 
Mstep: Class 8 contains 21755 members 
Mstep: Class 9 contains 234343 members 
Mstep: Class 10 contains 7051 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81298 members 
Mstep: Class 17 contains 11099 members 
Mstep: Class 18 contains 134825 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8002 members 
Mstep: Class 22 contains 14964 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4868 members 
Mstep: Class 28 contains 95094 members 
Mstep: Class 29 contains 1660 members 
Mstep: Class 30 contains 3522 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10229 members 
Mstep: Class 35 contains 41156 members 
Mstep: Class 36 contains 92060 members 
Mstep: Class 37 contains 17056 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26799 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 40858 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1251 members 
Mstep: Class 49 contains 18055 members 
Mstep: Class 50 contains 91885 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6052 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3023 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10687 members 
Mstep: Class 62 contains 7162 members 
Mstep: Class 63 contains 5648 members 
Mstep: Class 64 contains 24085 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12656 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10727 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4222 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5877 members 
Mstep: Class 78 contains 12128 members 
Mstep: Class 79 contains 2952 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4975 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536544.000000 Penalty: 293480.187500
Iteration 164Q: 85 clusters Score -1.545365e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5382 members 
Mstep: Class 8 contains 21756 members 
Mstep: Class 9 contains 234341 members 
Mstep: Class 10 contains 7050 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81301 members 
Mstep: Class 17 contains 11091 members 
Mstep: Class 18 contains 134823 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8002 members 
Mstep: Class 22 contains 14964 members 
Mstep: Class 23 contains 6314 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4868 members 
Mstep: Class 28 contains 95092 members 
Mstep: Class 29 contains 1660 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10228 members 
Mstep: Class 35 contains 41149 members 
Mstep: Class 36 contains 92060 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26797 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 40857 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1251 members 
Mstep: Class 49 contains 18055 members 
Mstep: Class 50 contains 91884 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3025 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10687 members 
Mstep: Class 62 contains 7164 members 
Mstep: Class 63 contains 5647 members 
Mstep: Class 64 contains 24084 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10456 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12672 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10727 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4228 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5877 members 
Mstep: Class 78 contains 12130 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4976 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536480.000000 Penalty: 293480.187500
Iteration 165Q: 85 clusters Score -1.545365e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5381 members 
Mstep: Class 8 contains 21757 members 
Mstep: Class 9 contains 234343 members 
Mstep: Class 10 contains 7050 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81305 members 
Mstep: Class 17 contains 11085 members 
Mstep: Class 18 contains 134822 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8002 members 
Mstep: Class 22 contains 14963 members 
Mstep: Class 23 contains 6311 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4868 members 
Mstep: Class 28 contains 95091 members 
Mstep: Class 29 contains 1661 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10228 members 
Mstep: Class 35 contains 41148 members 
Mstep: Class 36 contains 92059 members 
Mstep: Class 37 contains 17059 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26793 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6127 members 
Mstep: Class 42 contains 40856 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1251 members 
Mstep: Class 49 contains 18052 members 
Mstep: Class 50 contains 91884 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3024 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10687 members 
Mstep: Class 62 contains 7165 members 
Mstep: Class 63 contains 5647 members 
Mstep: Class 64 contains 24084 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10455 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12679 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10727 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4230 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5876 members 
Mstep: Class 78 contains 12135 members 
Mstep: Class 79 contains 2950 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4978 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536480.000000 Penalty: 293480.187500
Iteration 166Q: 85 clusters Score -1.545365e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5379 members 
Mstep: Class 8 contains 21756 members 
Mstep: Class 9 contains 234346 members 
Mstep: Class 10 contains 7050 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81299 members 
Mstep: Class 17 contains 11083 members 
Mstep: Class 18 contains 134822 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8002 members 
Mstep: Class 22 contains 14963 members 
Mstep: Class 23 contains 6312 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4868 members 
Mstep: Class 28 contains 95090 members 
Mstep: Class 29 contains 1663 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10228 members 
Mstep: Class 35 contains 41142 members 
Mstep: Class 36 contains 92058 members 
Mstep: Class 37 contains 17059 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26791 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6126 members 
Mstep: Class 42 contains 40856 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1251 members 
Mstep: Class 49 contains 18051 members 
Mstep: Class 50 contains 91886 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3022 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10687 members 
Mstep: Class 62 contains 7166 members 
Mstep: Class 63 contains 5647 members 
Mstep: Class 64 contains 24083 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10459 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12690 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10726 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4230 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5876 members 
Mstep: Class 78 contains 12137 members 
Mstep: Class 79 contains 2950 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4978 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536576.000000 Penalty: 293480.187500
Iteration 167Q: 85 clusters Score -1.545366e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5379 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234350 members 
Mstep: Class 10 contains 7047 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81295 members 
Mstep: Class 17 contains 11081 members 
Mstep: Class 18 contains 134823 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 8002 members 
Mstep: Class 22 contains 14963 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4869 members 
Mstep: Class 28 contains 95088 members 
Mstep: Class 29 contains 1665 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10231 members 
Mstep: Class 35 contains 41140 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17059 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26785 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6129 members 
Mstep: Class 42 contains 40854 members 
Mstep: Class 43 contains 1421 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30174 members 
Mstep: Class 48 contains 1251 members 
Mstep: Class 49 contains 18042 members 
Mstep: Class 50 contains 91886 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3024 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10688 members 
Mstep: Class 62 contains 7165 members 
Mstep: Class 63 contains 5647 members 
Mstep: Class 64 contains 24083 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12701 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10726 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12141 members 
Mstep: Class 79 contains 2950 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4978 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536576.000000 Penalty: 293480.187500
Iteration 168Q: 85 clusters Score -1.545366e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234349 members 
Mstep: Class 10 contains 7042 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81295 members 
Mstep: Class 17 contains 11077 members 
Mstep: Class 18 contains 134823 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17416 members 
Mstep: Class 21 contains 8002 members 
Mstep: Class 22 contains 14962 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4870 members 
Mstep: Class 28 contains 95087 members 
Mstep: Class 29 contains 1668 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10229 members 
Mstep: Class 35 contains 41139 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17059 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26780 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40853 members 
Mstep: Class 43 contains 1421 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30174 members 
Mstep: Class 48 contains 1251 members 
Mstep: Class 49 contains 18044 members 
Mstep: Class 50 contains 91888 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3026 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10688 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5647 members 
Mstep: Class 64 contains 24084 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12710 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10726 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12144 members 
Mstep: Class 79 contains 2950 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4979 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536528.000000 Penalty: 293480.187500
Iteration 169Q: 85 clusters Score -1.545365e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234351 members 
Mstep: Class 10 contains 7042 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81289 members 
Mstep: Class 17 contains 11073 members 
Mstep: Class 18 contains 134823 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17415 members 
Mstep: Class 21 contains 8001 members 
Mstep: Class 22 contains 14960 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95087 members 
Mstep: Class 29 contains 1669 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10228 members 
Mstep: Class 35 contains 41138 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17059 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26779 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30174 members 
Mstep: Class 48 contains 1251 members 
Mstep: Class 49 contains 18044 members 
Mstep: Class 50 contains 91888 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3026 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10688 members 
Mstep: Class 62 contains 7164 members 
Mstep: Class 63 contains 5647 members 
Mstep: Class 64 contains 24085 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12719 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12149 members 
Mstep: Class 79 contains 2950 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4979 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536432.000000 Penalty: 293480.187500
Iteration 170Q: 85 clusters Score -1.545364e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19438 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234350 members 
Mstep: Class 10 contains 7038 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81290 members 
Mstep: Class 17 contains 11072 members 
Mstep: Class 18 contains 134824 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17415 members 
Mstep: Class 21 contains 8001 members 
Mstep: Class 22 contains 14960 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95087 members 
Mstep: Class 29 contains 1671 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10229 members 
Mstep: Class 35 contains 41136 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17059 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26775 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30174 members 
Mstep: Class 48 contains 1252 members 
Mstep: Class 49 contains 18042 members 
Mstep: Class 50 contains 91888 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3027 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10687 members 
Mstep: Class 62 contains 7165 members 
Mstep: Class 63 contains 5647 members 
Mstep: Class 64 contains 24085 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12725 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12150 members 
Mstep: Class 79 contains 2950 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4979 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536336.000000 Penalty: 293480.187500
Iteration 171Q: 85 clusters Score -1.545363e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19438 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234351 members 
Mstep: Class 10 contains 7036 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81290 members 
Mstep: Class 17 contains 11071 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17415 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14960 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95086 members 
Mstep: Class 29 contains 1672 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10229 members 
Mstep: Class 35 contains 41134 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17059 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26773 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 18038 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3027 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10687 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5647 members 
Mstep: Class 64 contains 24086 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12731 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12153 members 
Mstep: Class 79 contains 2950 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4980 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536416.000000 Penalty: 293480.187500
Iteration 172Q: 85 clusters Score -1.545364e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19438 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234351 members 
Mstep: Class 10 contains 7039 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81291 members 
Mstep: Class 17 contains 11071 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14960 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95086 members 
Mstep: Class 29 contains 1671 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10229 members 
Mstep: Class 35 contains 41130 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17059 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26773 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 18035 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3025 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10687 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5646 members 
Mstep: Class 64 contains 24086 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12736 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12155 members 
Mstep: Class 79 contains 2950 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4981 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536448.000000 Penalty: 293480.187500
Iteration 173Q: 85 clusters Score -1.545364e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19438 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234349 members 
Mstep: Class 10 contains 7036 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81292 members 
Mstep: Class 17 contains 11070 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14960 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95088 members 
Mstep: Class 29 contains 1671 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10229 members 
Mstep: Class 35 contains 41127 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17059 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26773 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 18032 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3028 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10687 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5645 members 
Mstep: Class 64 contains 24086 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12741 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12157 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4980 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536400.000000 Penalty: 293480.187500
Iteration 174Q: 85 clusters Score -1.545364e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19437 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234348 members 
Mstep: Class 10 contains 7035 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81291 members 
Mstep: Class 17 contains 11070 members 
Mstep: Class 18 contains 134827 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14960 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95088 members 
Mstep: Class 29 contains 1672 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10229 members 
Mstep: Class 35 contains 41124 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17059 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26776 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 18029 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3028 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10686 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5644 members 
Mstep: Class 64 contains 24086 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12745 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12159 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4981 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536496.000000 Penalty: 293480.187500
Iteration 175Q: 85 clusters Score -1.545365e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19437 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234347 members 
Mstep: Class 10 contains 7031 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81291 members 
Mstep: Class 17 contains 11069 members 
Mstep: Class 18 contains 134827 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14959 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95087 members 
Mstep: Class 29 contains 1672 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10229 members 
Mstep: Class 35 contains 41122 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17059 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26778 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 18027 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3032 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10686 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5643 members 
Mstep: Class 64 contains 24086 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12750 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12161 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4981 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536400.000000 Penalty: 293480.187500
Iteration 176Q: 85 clusters Score -1.545364e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19437 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234347 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81289 members 
Mstep: Class 17 contains 11068 members 
Mstep: Class 18 contains 134827 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14959 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95086 members 
Mstep: Class 29 contains 1672 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41122 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17059 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26781 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 18020 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3034 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10686 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5643 members 
Mstep: Class 64 contains 24083 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12760 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12163 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4982 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536480.000000 Penalty: 293480.187500
Iteration 177Q: 85 clusters Score -1.545365e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19437 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234348 members 
Mstep: Class 10 contains 7027 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81288 members 
Mstep: Class 17 contains 11067 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14959 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95087 members 
Mstep: Class 29 contains 1673 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41121 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17059 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26780 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 18016 members 
Mstep: Class 50 contains 91888 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3035 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10686 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5643 members 
Mstep: Class 64 contains 24080 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12766 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12166 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4982 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536384.000000 Penalty: 293480.187500
Iteration 178Q: 85 clusters Score -1.545364e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19437 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234348 members 
Mstep: Class 10 contains 7025 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81286 members 
Mstep: Class 17 contains 11067 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14958 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95086 members 
Mstep: Class 29 contains 1673 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41119 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17059 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26783 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 18012 members 
Mstep: Class 50 contains 91889 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3037 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10686 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5643 members 
Mstep: Class 64 contains 24077 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12773 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12168 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4983 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536592.000000 Penalty: 293480.187500
Iteration 179Q: 85 clusters Score -1.545366e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19436 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234348 members 
Mstep: Class 10 contains 7023 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81286 members 
Mstep: Class 17 contains 11066 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14956 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95085 members 
Mstep: Class 29 contains 1674 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41120 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26786 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 18006 members 
Mstep: Class 50 contains 91888 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3038 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10688 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5643 members 
Mstep: Class 64 contains 24076 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10458 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12779 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12169 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4984 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536544.000000 Penalty: 293480.187500
Iteration 180F: 85 clusters Score -1.545365e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19436 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234348 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81286 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14955 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95084 members 
Mstep: Class 29 contains 1674 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41119 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26789 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 18005 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3040 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10687 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5643 members 
Mstep: Class 64 contains 24077 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12782 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12169 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536480.000000 Penalty: 293480.187500
Iteration 181Q: 85 clusters Score -1.545365e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19436 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234349 members 
Mstep: Class 10 contains 7020 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 81286 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14952 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95082 members 
Mstep: Class 29 contains 1675 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18591 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41119 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26791 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1421 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 18002 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3039 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10686 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5643 members 
Mstep: Class 64 contains 24077 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12787 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12170 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536496.000000 Penalty: 293480.187500
Iteration 182Q: 85 clusters Score -1.545365e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19436 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234345 members 
Mstep: Class 10 contains 7015 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 81287 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14949 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95081 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41119 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26796 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1421 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17998 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3041 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10688 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5643 members 
Mstep: Class 64 contains 24077 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12791 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12171 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536544.000000 Penalty: 293480.187500
Iteration 183Q: 85 clusters Score -1.545365e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19436 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234344 members 
Mstep: Class 10 contains 7013 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81289 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14946 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95080 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41119 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26796 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1421 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17997 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3042 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10689 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5643 members 
Mstep: Class 64 contains 24077 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12794 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12172 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536512.000000 Penalty: 293480.187500
Iteration 184Q: 85 clusters Score -1.545365e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19436 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234343 members 
Mstep: Class 10 contains 7009 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81290 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14941 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95080 members 
Mstep: Class 29 contains 1679 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41119 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26800 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17996 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3043 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10689 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5643 members 
Mstep: Class 64 contains 24077 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12795 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12173 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536480.000000 Penalty: 293480.187500
Iteration 185Q: 85 clusters Score -1.545365e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19436 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234344 members 
Mstep: Class 10 contains 7006 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81290 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14939 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95080 members 
Mstep: Class 29 contains 1681 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41119 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26799 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1422 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17995 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3045 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10690 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5643 members 
Mstep: Class 64 contains 24077 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12797 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12173 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536640.000000 Penalty: 293480.187500
Iteration 186Q: 85 clusters Score -1.545366e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19436 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234344 members 
Mstep: Class 10 contains 7006 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81289 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14937 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95080 members 
Mstep: Class 29 contains 1681 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41119 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26799 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17995 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3046 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10690 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5642 members 
Mstep: Class 64 contains 24078 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12800 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12173 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536560.000000 Penalty: 293480.187500
Iteration 187Q: 85 clusters Score -1.545366e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19436 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234344 members 
Mstep: Class 10 contains 7004 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81288 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14933 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95080 members 
Mstep: Class 29 contains 1681 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41119 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26803 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17994 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4390 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10690 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5642 members 
Mstep: Class 64 contains 24078 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12801 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12174 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536544.000000 Penalty: 293480.187500
Iteration 188Q: 85 clusters Score -1.545365e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234344 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81287 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14927 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95080 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41119 members 
Mstep: Class 36 contains 92057 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26811 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17992 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10690 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5641 members 
Mstep: Class 64 contains 24078 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12803 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536528.000000 Penalty: 293480.187500
Iteration 189Q: 85 clusters Score -1.545365e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234342 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81290 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 134826 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14922 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95080 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41118 members 
Mstep: Class 36 contains 92056 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26815 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17989 members 
Mstep: Class 50 contains 91888 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10691 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5640 members 
Mstep: Class 64 contains 24078 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12806 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12176 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536512.000000 Penalty: 293480.187500
Iteration 190Q: 85 clusters Score -1.545365e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234345 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81290 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 134825 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14919 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95079 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1711 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41118 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26817 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91888 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10692 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5639 members 
Mstep: Class 64 contains 24079 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12807 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12176 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536512.000000 Penalty: 293480.187500
Iteration 191Q: 85 clusters Score -1.545365e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234347 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81291 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 134825 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14918 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95077 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41118 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26818 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91887 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10692 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5639 members 
Mstep: Class 64 contains 24079 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12807 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12176 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536528.000000 Penalty: 293480.187500
Iteration 192Q: 85 clusters Score -1.545365e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234349 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81291 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 134825 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14916 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95075 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41118 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26820 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91886 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5639 members 
Mstep: Class 64 contains 24079 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12808 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12176 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536512.000000 Penalty: 293480.187500
Iteration 193Q: 85 clusters Score -1.545365e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234349 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81292 members 
Mstep: Class 17 contains 11063 members 
Mstep: Class 18 contains 134827 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14914 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95075 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41118 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26822 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17986 members 
Mstep: Class 50 contains 91886 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5639 members 
Mstep: Class 64 contains 24077 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12809 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12176 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536480.000000 Penalty: 293480.187500
Iteration 194Q: 85 clusters Score -1.545365e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234349 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81290 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 134829 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14913 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95075 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41119 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26822 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17985 members 
Mstep: Class 50 contains 91886 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5639 members 
Mstep: Class 64 contains 24077 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12811 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12176 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536464.000000 Penalty: 293480.187500
Iteration 195Q: 85 clusters Score -1.545365e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234349 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81290 members 
Mstep: Class 17 contains 11061 members 
Mstep: Class 18 contains 134830 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14912 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95075 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41119 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26824 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17983 members 
Mstep: Class 50 contains 91885 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24077 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12814 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12176 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536464.000000 Penalty: 293480.187500
Iteration 196Q: 85 clusters Score -1.545365e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234350 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81289 members 
Mstep: Class 17 contains 11060 members 
Mstep: Class 18 contains 134832 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14910 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95075 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10227 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26827 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17984 members 
Mstep: Class 50 contains 91884 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24075 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12816 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12176 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536400.000000 Penalty: 293480.187500
Iteration 197Q: 85 clusters Score -1.545364e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234351 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81288 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 134832 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14909 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95074 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10226 members 
Mstep: Class 35 contains 41116 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26832 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17986 members 
Mstep: Class 50 contains 91884 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12817 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12176 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536352.000000 Penalty: 293480.187500
Iteration 198Q: 85 clusters Score -1.545364e+08 nChanged 9
Entering ConstructFrom: 
Score: -154536352.000000 Penalty: 293480.187500
Entering ConstructFrom: 
Trying to split cluster 1 (16539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Entering Unmasked Estep 
Score: -2054325.875000 Penalty: 2408.942139
	Iteration 0F: 2 clusters Score -2054326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2042539.000000 Penalty: 4817.884277
	Iteration 0F: 3 clusters Score -2042539 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2046306.625000 Penalty: 4817.884277
	Iteration 1F: 3 clusters Score -2046307 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2046756.625000 Penalty: 4817.884277
	Iteration 2F: 3 clusters Score -2046757 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2047197.250000 Penalty: 4817.884277
	Iteration 3F: 3 clusters Score -2047197 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2047798.375000 Penalty: 4817.884277
	Iteration 4F: 3 clusters Score -2047798 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2048627.500000 Penalty: 4817.884277
	Iteration 5F: 3 clusters Score -2048628 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2049553.000000 Penalty: 4817.884277
	Iteration 6F: 3 clusters Score -2049553 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2050384.250000 Penalty: 4817.884277
	Iteration 7F: 3 clusters Score -2050384 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2050947.500000 Penalty: 4817.884277
	Iteration 8F: 3 clusters Score -2050948 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2051283.750000 Penalty: 4817.884277
	Iteration 9Q: 3 clusters Score -2051284 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2051458.125000 Penalty: 4817.884277
	Iteration 10Q: 3 clusters Score -2051458 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2051545.750000 Penalty: 4817.884277
	Iteration 11Q: 3 clusters Score -2051546 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2051593.250000 Penalty: 4817.884277
	Iteration 12Q: 3 clusters Score -2051593 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2051617.500000 Penalty: 4817.884277
	Iteration 13Q: 3 clusters Score -2051618 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2051651.125000 Penalty: 4817.884277
	Iteration 14Q: 3 clusters Score -2051651 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2051674.625000 Penalty: 4817.884277
	Iteration 15Q: 3 clusters Score -2051675 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2051696.375000 Penalty: 4817.884277
	Iteration 16Q: 3 clusters Score -2051696 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2051709.875000 Penalty: 4817.884277
	Iteration 17Q: 3 clusters Score -2051710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2051725.750000 Penalty: 4817.884277
	Iteration 18Q: 3 clusters Score -2051726 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2051744.500000 Penalty: 4817.884277
	Iteration 19Q: 3 clusters Score -2051744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2051766.000000 Penalty: 4817.884277
	Iteration 20F: 3 clusters Score -2051766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2051786.625000 Penalty: 4817.884277
	Iteration 21Q: 3 clusters Score -2051787 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2051806.000000 Penalty: 4817.884277
	Iteration 22Q: 3 clusters Score -2051806 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2051819.875000 Penalty: 4817.884277
	Iteration 23Q: 3 clusters Score -2051820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2051838.625000 Penalty: 4817.884277
	Iteration 24Q: 3 clusters Score -2051839 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2051851.125000 Penalty: 4817.884277
	Iteration 25Q: 3 clusters Score -2051851 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2051866.250000 Penalty: 4817.884277
	Iteration 26Q: 3 clusters Score -2051866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2051879.500000 Penalty: 4817.884277
	Iteration 27Q: 3 clusters Score -2051880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2051899.375000 Penalty: 4817.884277
	Iteration 28Q: 3 clusters Score -2051899 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2051922.125000 Penalty: 4817.884277
	Iteration 29Q: 3 clusters Score -2051922 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2051937.750000 Penalty: 4817.884277
	Iteration 30Q: 3 clusters Score -2051938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2051952.750000 Penalty: 4817.884277
	Iteration 31Q: 3 clusters Score -2051953 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2051968.125000 Penalty: 4817.884277
	Iteration 32Q: 3 clusters Score -2051968 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2051983.750000 Penalty: 4817.884277
	Iteration 33Q: 3 clusters Score -2051984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2051992.500000 Penalty: 4817.884277
	Iteration 34Q: 3 clusters Score -2051992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2052007.375000 Penalty: 4817.884277
	Iteration 35Q: 3 clusters Score -2052007 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2052023.125000 Penalty: 4817.884277
	Iteration 36Q: 3 clusters Score -2052023 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2052033.375000 Penalty: 4817.884277
	Iteration 37Q: 3 clusters Score -2052033 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2052044.000000 Penalty: 4817.884277
	Iteration 38Q: 3 clusters Score -2052044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2052067.500000 Penalty: 4817.884277
	Iteration 39Q: 3 clusters Score -2052068 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2052085.250000 Penalty: 4817.884277
	Iteration 40F: 3 clusters Score -2052085 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2052100.125000 Penalty: 4817.884277
	Iteration 41Q: 3 clusters Score -2052100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2052122.375000 Penalty: 4817.884277
	Iteration 42Q: 3 clusters Score -2052122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2052142.125000 Penalty: 4817.884277
	Iteration 43Q: 3 clusters Score -2052142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2052167.875000 Penalty: 4817.884277
	Iteration 44Q: 3 clusters Score -2052168 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2052181.250000 Penalty: 4817.884277
	Iteration 45Q: 3 clusters Score -2052181 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2052198.125000 Penalty: 4817.884277
	Iteration 46Q: 3 clusters Score -2052198 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2052219.125000 Penalty: 4817.884277
	Iteration 47Q: 3 clusters Score -2052219 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2052240.750000 Penalty: 4817.884277
	Iteration 48Q: 3 clusters Score -2052241 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2052257.750000 Penalty: 4817.884277
	Iteration 49Q: 3 clusters Score -2052258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2052277.250000 Penalty: 4817.884277
	Iteration 50Q: 3 clusters Score -2052277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2052289.000000 Penalty: 4817.884277
	Iteration 51Q: 3 clusters Score -2052289 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2052308.625000 Penalty: 4817.884277
	Iteration 52Q: 3 clusters Score -2052309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2052320.500000 Penalty: 4817.884277
	Iteration 53Q: 3 clusters Score -2052320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2052332.250000 Penalty: 4817.884277
	Iteration 54Q: 3 clusters Score -2052332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2052350.500000 Penalty: 4817.884277
	Iteration 55Q: 3 clusters Score -2052350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2052367.750000 Penalty: 4817.884277
	Iteration 56Q: 3 clusters Score -2052368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2052378.250000 Penalty: 4817.884277
	Iteration 57Q: 3 clusters Score -2052378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2052385.500000 Penalty: 4817.884277
	Iteration 58Q: 3 clusters Score -2052386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2052399.125000 Penalty: 4817.884277
	Iteration 59Q: 3 clusters Score -2052399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2052409.500000 Penalty: 4817.884277
	Iteration 60F: 3 clusters Score -2052410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2052419.000000 Penalty: 4817.884277
	Iteration 61Q: 3 clusters Score -2052419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2052423.625000 Penalty: 4817.884277
	Iteration 62Q: 3 clusters Score -2052424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2052433.375000 Penalty: 4817.884277
	Iteration 63Q: 3 clusters Score -2052433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2052440.500000 Penalty: 4817.884277
	Iteration 64Q: 3 clusters Score -2052440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2052450.750000 Penalty: 4817.884277
	Iteration 65Q: 3 clusters Score -2052451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2052460.125000 Penalty: 4817.884277
	Iteration 66Q: 3 clusters Score -2052460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2052463.000000 Penalty: 4817.884277
	Iteration 67Q: 3 clusters Score -2052463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2052474.125000 Penalty: 4817.884277
	Iteration 68Q: 3 clusters Score -2052474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2052481.000000 Penalty: 4817.884277
	Iteration 69Q: 3 clusters Score -2052481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2052485.625000 Penalty: 4817.884277
	Iteration 70Q: 3 clusters Score -2052486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2052484.375000 Penalty: 4817.884277
	Iteration 71Q: 3 clusters Score -2052484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2052488.000000 Penalty: 4817.884277
	Iteration 72Q: 3 clusters Score -2052488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2052487.000000 Penalty: 4817.884277
	Iteration 73Q: 3 clusters Score -2052487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2052491.125000 Penalty: 4817.884277
	Iteration 74Q: 3 clusters Score -2052491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2052492.125000 Penalty: 4817.884277
	Iteration 75Q: 3 clusters Score -2052492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2052490.500000 Penalty: 4817.884277
	Iteration 76Q: 3 clusters Score -2052490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2052491.875000 Penalty: 4817.884277
	Iteration 77Q: 3 clusters Score -2052492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2052497.000000 Penalty: 4817.884277
	Iteration 78Q: 3 clusters Score -2052497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2052493.875000 Penalty: 4817.884277
	Iteration 79Q: 3 clusters Score -2052494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2052499.750000 Penalty: 4817.884277
	Iteration 80F: 3 clusters Score -2052500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2052500.125000 Penalty: 4817.884277
	Iteration 81Q: 3 clusters Score -2052500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2052502.000000 Penalty: 4817.884277
	Iteration 82Q: 3 clusters Score -2052502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2052507.875000 Penalty: 4817.884277
	Iteration 83Q: 3 clusters Score -2052508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2052504.375000 Penalty: 4817.884277
	Iteration 84Q: 3 clusters Score -2052504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2052507.250000 Penalty: 4817.884277
	Iteration 85Q: 3 clusters Score -2052507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2052508.250000 Penalty: 4817.884277
	Iteration 86Q: 3 clusters Score -2052508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2052510.375000 Penalty: 4817.884277
	Iteration 87Q: 3 clusters Score -2052510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2052515.875000 Penalty: 4817.884277
	Iteration 88Q: 3 clusters Score -2052516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2052518.375000 Penalty: 4817.884277
	Iteration 89Q: 3 clusters Score -2052518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2052521.125000 Penalty: 4817.884277
	Iteration 90Q: 3 clusters Score -2052521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2052521.625000 Penalty: 4817.884277
	Iteration 91Q: 3 clusters Score -2052522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2052521.750000 Penalty: 4817.884277
	Iteration 92Q: 3 clusters Score -2052522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2052523.750000 Penalty: 4817.884277
	Iteration 93Q: 3 clusters Score -2052524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2052526.625000 Penalty: 4817.884277
	Iteration 94Q: 3 clusters Score -2052527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2052529.375000 Penalty: 4817.884277
	Iteration 95Q: 3 clusters Score -2052529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2052533.125000 Penalty: 4817.884277
	Iteration 96Q: 3 clusters Score -2052533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2052529.625000 Penalty: 4817.884277
	Iteration 97Q: 3 clusters Score -2052530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2052528.250000 Penalty: 4817.884277
	Iteration 98Q: 3 clusters Score -2052528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2052528.250000 Penalty: 4817.884277
	Iteration 99F: 3 clusters Score -2052528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -184508.000000 Penalty: 1873.864380
	Iteration 0F: 2 clusters Score -184508 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 912 members 
Entering Unmasked Estep 
Score: -181999.015625 Penalty: 3747.728760
	Iteration 0F: 3 clusters Score -181999 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -182591.828125 Penalty: 3747.728760
	Iteration 1F: 3 clusters Score -182591.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -182798.515625 Penalty: 3747.728760
	Iteration 2F: 3 clusters Score -182798.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -182941.078125 Penalty: 3747.728760
	Iteration 3F: 3 clusters Score -182941.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -183039.703125 Penalty: 3747.728760
	Iteration 4Q: 3 clusters Score -183039.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -183123.421875 Penalty: 3747.728760
	Iteration 5Q: 3 clusters Score -183123.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -183193.875000 Penalty: 3747.728760
	Iteration 6Q: 3 clusters Score -183193.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -183254.328125 Penalty: 3747.728760
	Iteration 7Q: 3 clusters Score -183254.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -183300.421875 Penalty: 3747.728760
	Iteration 8Q: 3 clusters Score -183300.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -183387.609375 Penalty: 3747.728760
	Iteration 9Q: 3 clusters Score -183387.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -183459.109375 Penalty: 3747.728760
	Iteration 10Q: 3 clusters Score -183459.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -183520.921875 Penalty: 3747.728760
	Iteration 11Q: 3 clusters Score -183520.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -183567.015625 Penalty: 3747.728760
	Iteration 12Q: 3 clusters Score -183567 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -183615.828125 Penalty: 3747.728760
	Iteration 13Q: 3 clusters Score -183615.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -183649.203125 Penalty: 3747.728760
	Iteration 14Q: 3 clusters Score -183649.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -183684.250000 Penalty: 3747.728760
	Iteration 15Q: 3 clusters Score -183684.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -183712.578125 Penalty: 3747.728760
	Iteration 16Q: 3 clusters Score -183712.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -183727.718750 Penalty: 3747.728760
	Iteration 17Q: 3 clusters Score -183727.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -183742.656250 Penalty: 3747.728760
	Iteration 18Q: 3 clusters Score -183742.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -183750.781250 Penalty: 3747.728760
	Iteration 19Q: 3 clusters Score -183750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -183754.328125 Penalty: 3747.728760
	Iteration 20F: 3 clusters Score -183754.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -183755.093750 Penalty: 3747.728760
	Iteration 21Q: 3 clusters Score -183755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -183756.750000 Penalty: 3747.728760
	Iteration 22Q: 3 clusters Score -183756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -183757.296875 Penalty: 3747.728760
	Iteration 23Q: 3 clusters Score -183757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -183757.734375 Penalty: 3747.728760
	Iteration 24Q: 3 clusters Score -183757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -183759.203125 Penalty: 3747.728760
	Iteration 25Q: 3 clusters Score -183759.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -183759.890625 Penalty: 3747.728760
	Iteration 26Q: 3 clusters Score -183759.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -183760.484375 Penalty: 3747.728760
	Iteration 27Q: 3 clusters Score -183760.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -183760.484375 Penalty: 3747.728760
	Iteration 28F: 3 clusters Score -183760.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Entering Unmasked Estep 
Score: -2453629.500000 Penalty: 2448.945312
	Iteration 0F: 2 clusters Score -2453630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2439920.250000 Penalty: 4897.890625
	Iteration 0F: 3 clusters Score -2439920 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2444534.250000 Penalty: 4897.890625
	Iteration 1F: 3 clusters Score -2444534 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2445027.750000 Penalty: 4897.890625
	Iteration 2F: 3 clusters Score -2445028 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2445403.250000 Penalty: 4897.890625
	Iteration 3F: 3 clusters Score -2445403 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2445711.250000 Penalty: 4897.890625
	Iteration 4Q: 3 clusters Score -2445711 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2446034.750000 Penalty: 4897.890625
	Iteration 5Q: 3 clusters Score -2446035 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2446373.000000 Penalty: 4897.890625
	Iteration 6Q: 3 clusters Score -2446373 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2446766.500000 Penalty: 4897.890625
	Iteration 7Q: 3 clusters Score -2446766 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2447200.750000 Penalty: 4897.890625
	Iteration 8Q: 3 clusters Score -2447201 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2447611.500000 Penalty: 4897.890625
	Iteration 9Q: 3 clusters Score -2447612 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2448059.250000 Penalty: 4897.890625
	Iteration 10Q: 3 clusters Score -2448059 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2448494.000000 Penalty: 4897.890625
	Iteration 11Q: 3 clusters Score -2448494 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2448909.500000 Penalty: 4897.890625
	Iteration 12Q: 3 clusters Score -2448910 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2449275.750000 Penalty: 4897.890625
	Iteration 13Q: 3 clusters Score -2449276 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2449574.500000 Penalty: 4897.890625
	Iteration 14Q: 3 clusters Score -2449574 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2449867.000000 Penalty: 4897.890625
	Iteration 15Q: 3 clusters Score -2449867 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2450141.000000 Penalty: 4897.890625
	Iteration 16Q: 3 clusters Score -2450141 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2450389.000000 Penalty: 4897.890625
	Iteration 17Q: 3 clusters Score -2450389 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2450623.500000 Penalty: 4897.890625
	Iteration 18Q: 3 clusters Score -2450624 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2450817.000000 Penalty: 4897.890625
	Iteration 19Q: 3 clusters Score -2450817 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2450999.000000 Penalty: 4897.890625
	Iteration 20F: 3 clusters Score -2450999 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2451156.750000 Penalty: 4897.890625
	Iteration 21Q: 3 clusters Score -2451157 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2451282.000000 Penalty: 4897.890625
	Iteration 22Q: 3 clusters Score -2451282 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2451358.000000 Penalty: 4897.890625
	Iteration 23Q: 3 clusters Score -2451358 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2451402.250000 Penalty: 4897.890625
	Iteration 24Q: 3 clusters Score -2451402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2451444.500000 Penalty: 4897.890625
	Iteration 25Q: 3 clusters Score -2451444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2451467.500000 Penalty: 4897.890625
	Iteration 26Q: 3 clusters Score -2451468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2451495.250000 Penalty: 4897.890625
	Iteration 27Q: 3 clusters Score -2451495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2451504.500000 Penalty: 4897.890625
	Iteration 28Q: 3 clusters Score -2451504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2451516.000000 Penalty: 4897.890625
	Iteration 29Q: 3 clusters Score -2451516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2451524.500000 Penalty: 4897.890625
	Iteration 30Q: 3 clusters Score -2451524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2451534.750000 Penalty: 4897.890625
	Iteration 31Q: 3 clusters Score -2451535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2451546.500000 Penalty: 4897.890625
	Iteration 32Q: 3 clusters Score -2451546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2451552.000000 Penalty: 4897.890625
	Iteration 33Q: 3 clusters Score -2451552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2451562.000000 Penalty: 4897.890625
	Iteration 34Q: 3 clusters Score -2451562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2451572.250000 Penalty: 4897.890625
	Iteration 35Q: 3 clusters Score -2451572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2451577.250000 Penalty: 4897.890625
	Iteration 36Q: 3 clusters Score -2451577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2451579.250000 Penalty: 4897.890625
	Iteration 37Q: 3 clusters Score -2451579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2451581.750000 Penalty: 4897.890625
	Iteration 38Q: 3 clusters Score -2451582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2451584.750000 Penalty: 4897.890625
	Iteration 39Q: 3 clusters Score -2451585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2451586.750000 Penalty: 4897.890625
	Iteration 40F: 3 clusters Score -2451587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2451588.250000 Penalty: 4897.890625
	Iteration 41Q: 3 clusters Score -2451588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2451589.750000 Penalty: 4897.890625
	Iteration 42Q: 3 clusters Score -2451590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2451589.750000 Penalty: 4897.890625
	Iteration 43F: 3 clusters Score -2451590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Entering Unmasked Estep 
Score: -298217.125000 Penalty: 1940.759888
	Iteration 0F: 2 clusters Score -298217.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -295232.531250 Penalty: 3881.519775
	Iteration 0F: 3 clusters Score -295232.5 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -295861.531250 Penalty: 3881.519775
	Iteration 1F: 3 clusters Score -295861.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -296114.562500 Penalty: 3881.519775
	Iteration 2F: 3 clusters Score -296114.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -296320.625000 Penalty: 3881.519775
	Iteration 3F: 3 clusters Score -296320.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -296473.093750 Penalty: 3881.519775
	Iteration 4F: 3 clusters Score -296473.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -296609.718750 Penalty: 3881.519775
	Iteration 5Q: 3 clusters Score -296609.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -296713.156250 Penalty: 3881.519775
	Iteration 6Q: 3 clusters Score -296713.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -296788.437500 Penalty: 3881.519775
	Iteration 7Q: 3 clusters Score -296788.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -296851.250000 Penalty: 3881.519775
	Iteration 8Q: 3 clusters Score -296851.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -296889.281250 Penalty: 3881.519775
	Iteration 9Q: 3 clusters Score -296889.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -296914.281250 Penalty: 3881.519775
	Iteration 10Q: 3 clusters Score -296914.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -296937.625000 Penalty: 3881.519775
	Iteration 11Q: 3 clusters Score -296937.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -296958.187500 Penalty: 3881.519775
	Iteration 12Q: 3 clusters Score -296958.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -296971.218750 Penalty: 3881.519775
	Iteration 13Q: 3 clusters Score -296971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -296977.500000 Penalty: 3881.519775
	Iteration 14Q: 3 clusters Score -296977.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -296984.687500 Penalty: 3881.519775
	Iteration 15Q: 3 clusters Score -296984.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -296989.437500 Penalty: 3881.519775
	Iteration 16Q: 3 clusters Score -296989.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -296995.062500 Penalty: 3881.519775
	Iteration 17Q: 3 clusters Score -296995.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -296999.625000 Penalty: 3881.519775
	Iteration 18Q: 3 clusters Score -296999.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -297006.562500 Penalty: 3881.519775
	Iteration 19Q: 3 clusters Score -297006.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -297012.062500 Penalty: 3881.519775
	Iteration 20F: 3 clusters Score -297012.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -297014.843750 Penalty: 3881.519775
	Iteration 21Q: 3 clusters Score -297014.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -297018.000000 Penalty: 3881.519775
	Iteration 22Q: 3 clusters Score -297018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -297021.187500 Penalty: 3881.519775
	Iteration 23Q: 3 clusters Score -297021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -297026.062500 Penalty: 3881.519775
	Iteration 24Q: 3 clusters Score -297026.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -297031.906250 Penalty: 3881.519775
	Iteration 25Q: 3 clusters Score -297031.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -297034.875000 Penalty: 3881.519775
	Iteration 26Q: 3 clusters Score -297034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -297040.843750 Penalty: 3881.519775
	Iteration 27Q: 3 clusters Score -297040.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -297045.937500 Penalty: 3881.519775
	Iteration 28Q: 3 clusters Score -297045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -297048.156250 Penalty: 3881.519775
	Iteration 29Q: 3 clusters Score -297048.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -297049.937500 Penalty: 3881.519775
	Iteration 30Q: 3 clusters Score -297049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -297050.593750 Penalty: 3881.519775
	Iteration 31Q: 3 clusters Score -297050.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -297050.593750 Penalty: 3881.519775
	Iteration 32F: 3 clusters Score -297050.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Entering Unmasked Estep 
Score: -390102.312500 Penalty: 2013.905884
	Iteration 0F: 2 clusters Score -390102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -386608.312500 Penalty: 4027.811768
	Iteration 0F: 3 clusters Score -386608.3 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -387354.656250 Penalty: 4027.811768
	Iteration 1F: 3 clusters Score -387354.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -387603.312500 Penalty: 4027.811768
	Iteration 2F: 3 clusters Score -387603.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -387876.156250 Penalty: 4027.811768
	Iteration 3F: 3 clusters Score -387876.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -388188.500000 Penalty: 4027.811768
	Iteration 4F: 3 clusters Score -388188.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -388519.406250 Penalty: 4027.811768
	Iteration 5F: 3 clusters Score -388519.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -388796.218750 Penalty: 4027.811768
	Iteration 6F: 3 clusters Score -388796.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -389031.093750 Penalty: 4027.811768
	Iteration 7F: 3 clusters Score -389031.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -389186.093750 Penalty: 4027.811768
	Iteration 8Q: 3 clusters Score -389186.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -389309.906250 Penalty: 4027.811768
	Iteration 9Q: 3 clusters Score -389309.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -389390.375000 Penalty: 4027.811768
	Iteration 10Q: 3 clusters Score -389390.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -389465.062500 Penalty: 4027.811768
	Iteration 11Q: 3 clusters Score -389465.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -389527.312500 Penalty: 4027.811768
	Iteration 12Q: 3 clusters Score -389527.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -389573.187500 Penalty: 4027.811768
	Iteration 13Q: 3 clusters Score -389573.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -389613.781250 Penalty: 4027.811768
	Iteration 14Q: 3 clusters Score -389613.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -389636.625000 Penalty: 4027.811768
	Iteration 15Q: 3 clusters Score -389636.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -389646.875000 Penalty: 4027.811768
	Iteration 16Q: 3 clusters Score -389646.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -389654.750000 Penalty: 4027.811768
	Iteration 17Q: 3 clusters Score -389654.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -389661.718750 Penalty: 4027.811768
	Iteration 18Q: 3 clusters Score -389661.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -389668.281250 Penalty: 4027.811768
	Iteration 19Q: 3 clusters Score -389668.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -389672.343750 Penalty: 4027.811768
	Iteration 20F: 3 clusters Score -389672.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -389678.375000 Penalty: 4027.811768
	Iteration 21Q: 3 clusters Score -389678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -389683.250000 Penalty: 4027.811768
	Iteration 22Q: 3 clusters Score -389683.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -389686.812500 Penalty: 4027.811768
	Iteration 23Q: 3 clusters Score -389686.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -389691.125000 Penalty: 4027.811768
	Iteration 24Q: 3 clusters Score -389691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -389692.781250 Penalty: 4027.811768
	Iteration 25Q: 3 clusters Score -389692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -389693.812500 Penalty: 4027.811768
	Iteration 26Q: 3 clusters Score -389693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -389695.156250 Penalty: 4027.811768
	Iteration 27Q: 3 clusters Score -389695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -389695.843750 Penalty: 4027.811768
	Iteration 28Q: 3 clusters Score -389695.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -389695.843750 Penalty: 4027.811768
	Iteration 29F: 3 clusters Score -389695.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -614370.937500 Penalty: 2122.847656
	Iteration 0F: 2 clusters Score -614370.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -609678.187500 Penalty: 4245.695312
	Iteration 0F: 3 clusters Score -609678.2 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -610818.500000 Penalty: 4245.695312
	Iteration 1F: 3 clusters Score -610818.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -611131.625000 Penalty: 4245.695312
	Iteration 2F: 3 clusters Score -611131.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -611437.250000 Penalty: 4245.695312
	Iteration 3F: 3 clusters Score -611437.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -611758.437500 Penalty: 4245.695312
	Iteration 4F: 3 clusters Score -611758.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -612095.625000 Penalty: 4245.695312
	Iteration 5F: 3 clusters Score -612095.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -612472.062500 Penalty: 4245.695312
	Iteration 6F: 3 clusters Score -612472.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -612815.937500 Penalty: 4245.695312
	Iteration 7F: 3 clusters Score -612815.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -613202.125000 Penalty: 4245.695312
	Iteration 8F: 3 clusters Score -613202.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -613458.687500 Penalty: 4245.695312
	Iteration 9Q: 3 clusters Score -613458.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -613598.562500 Penalty: 4245.695312
	Iteration 10Q: 3 clusters Score -613598.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -613685.125000 Penalty: 4245.695312
	Iteration 11Q: 3 clusters Score -613685.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -613741.500000 Penalty: 4245.695312
	Iteration 12Q: 3 clusters Score -613741.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -613777.937500 Penalty: 4245.695312
	Iteration 13Q: 3 clusters Score -613777.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -613809.437500 Penalty: 4245.695312
	Iteration 14Q: 3 clusters Score -613809.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -613838.875000 Penalty: 4245.695312
	Iteration 15Q: 3 clusters Score -613838.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -613875.437500 Penalty: 4245.695312
	Iteration 16Q: 3 clusters Score -613875.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -613910.937500 Penalty: 4245.695312
	Iteration 17Q: 3 clusters Score -613910.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -613962.125000 Penalty: 4245.695312
	Iteration 18Q: 3 clusters Score -613962.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -614005.562500 Penalty: 4245.695312
	Iteration 19Q: 3 clusters Score -614005.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -614040.187500 Penalty: 4245.695312
	Iteration 20F: 3 clusters Score -614040.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -614070.437500 Penalty: 4245.695312
	Iteration 21Q: 3 clusters Score -614070.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -614088.687500 Penalty: 4245.695312
	Iteration 22Q: 3 clusters Score -614088.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -614105.562500 Penalty: 4245.695312
	Iteration 23Q: 3 clusters Score -614105.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -614121.375000 Penalty: 4245.695312
	Iteration 24Q: 3 clusters Score -614121.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -614137.812500 Penalty: 4245.695312
	Iteration 25Q: 3 clusters Score -614137.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -614154.375000 Penalty: 4245.695312
	Iteration 26Q: 3 clusters Score -614154.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -614164.687500 Penalty: 4245.695312
	Iteration 27Q: 3 clusters Score -614164.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -614176.250000 Penalty: 4245.695312
	Iteration 28Q: 3 clusters Score -614176.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -614186.000000 Penalty: 4245.695312
	Iteration 29Q: 3 clusters Score -614186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -614191.000000 Penalty: 4245.695312
	Iteration 30Q: 3 clusters Score -614191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -614197.000000 Penalty: 4245.695312
	Iteration 31Q: 3 clusters Score -614197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -614202.375000 Penalty: 4245.695312
	Iteration 32Q: 3 clusters Score -614202.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -614208.187500 Penalty: 4245.695312
	Iteration 33Q: 3 clusters Score -614208.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -614214.437500 Penalty: 4245.695312
	Iteration 34Q: 3 clusters Score -614214.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -614218.812500 Penalty: 4245.695312
	Iteration 35Q: 3 clusters Score -614218.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -614223.500000 Penalty: 4245.695312
	Iteration 36Q: 3 clusters Score -614223.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -614227.437500 Penalty: 4245.695312
	Iteration 37Q: 3 clusters Score -614227.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -614230.375000 Penalty: 4245.695312
	Iteration 38Q: 3 clusters Score -614230.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -614237.000000 Penalty: 4245.695312
	Iteration 39Q: 3 clusters Score -614237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -614244.812500 Penalty: 4245.695312
	Iteration 40F: 3 clusters Score -614244.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -614251.000000 Penalty: 4245.695312
	Iteration 41Q: 3 clusters Score -614251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -614253.625000 Penalty: 4245.695312
	Iteration 42Q: 3 clusters Score -614253.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -614255.875000 Penalty: 4245.695312
	Iteration 43Q: 3 clusters Score -614255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -614256.187500 Penalty: 4245.695312
	Iteration 44Q: 3 clusters Score -614256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -614257.500000 Penalty: 4245.695312
	Iteration 45Q: 3 clusters Score -614257.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -614257.437500 Penalty: 4245.695312
	Iteration 46Q: 3 clusters Score -614257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -614257.437500 Penalty: 4245.695312
	Iteration 47Q: 3 clusters Score -614257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -614258.937500 Penalty: 4245.695312
	Iteration 48Q: 3 clusters Score -614258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -614259.625000 Penalty: 4245.695312
	Iteration 49Q: 3 clusters Score -614259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -614259.812500 Penalty: 4245.695312
	Iteration 50Q: 3 clusters Score -614259.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -614259.812500 Penalty: 4245.695312
	Iteration 51F: 3 clusters Score -614259.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -644317.750000 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -644317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -639509.187500 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -639509.2 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -640765.875000 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -640765.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -641132.375000 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -641132.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -641477.437500 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -641477.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -641789.437500 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -641789.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -642092.687500 Penalty: 4260.675781
	Iteration 5F: 3 clusters Score -642092.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -642364.687500 Penalty: 4260.675781
	Iteration 6F: 3 clusters Score -642364.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -642616.750000 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -642616.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -642865.000000 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -642865 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -643075.875000 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -643075.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -643216.750000 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -643216.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -643337.750000 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -643337.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -643440.062500 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -643440.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -643565.062500 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -643565.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -643702.187500 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -643702.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -643854.437500 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -643854.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -643974.687500 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -643974.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -644031.250000 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -644031.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -644053.687500 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -644053.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -644067.875000 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -644067.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -644074.437500 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -644074.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -644076.125000 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -644076.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -644076.750000 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -644076.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -644076.750000 Penalty: 4260.675781
	Iteration 23F: 3 clusters Score -644076.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Entering Unmasked Estep 
Score: -2706353.250000 Penalty: 2476.913086
	Iteration 0F: 2 clusters Score -2706353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2691116.750000 Penalty: 4953.826172
	Iteration 0F: 3 clusters Score -2691117 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2696282.750000 Penalty: 4953.826172
	Iteration 1F: 3 clusters Score -2696283 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2696594.500000 Penalty: 4953.826172
	Iteration 2Q: 3 clusters Score -2696594 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2696835.000000 Penalty: 4953.826172
	Iteration 3Q: 3 clusters Score -2696835 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2697036.250000 Penalty: 4953.826172
	Iteration 4Q: 3 clusters Score -2697036 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2697202.750000 Penalty: 4953.826172
	Iteration 5Q: 3 clusters Score -2697203 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2697375.750000 Penalty: 4953.826172
	Iteration 6Q: 3 clusters Score -2697376 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2697542.250000 Penalty: 4953.826172
	Iteration 7Q: 3 clusters Score -2697542 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2697749.000000 Penalty: 4953.826172
	Iteration 8Q: 3 clusters Score -2697749 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2697967.750000 Penalty: 4953.826172
	Iteration 9Q: 3 clusters Score -2697968 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2698211.000000 Penalty: 4953.826172
	Iteration 10Q: 3 clusters Score -2698211 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2698516.000000 Penalty: 4953.826172
	Iteration 11Q: 3 clusters Score -2698516 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2698891.500000 Penalty: 4953.826172
	Iteration 12Q: 3 clusters Score -2698892 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2699327.000000 Penalty: 4953.826172
	Iteration 13Q: 3 clusters Score -2699327 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2699882.750000 Penalty: 4953.826172
	Iteration 14Q: 3 clusters Score -2699883 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2700525.500000 Penalty: 4953.826172
	Iteration 15Q: 3 clusters Score -2700526 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2701244.500000 Penalty: 4953.826172
	Iteration 16Q: 3 clusters Score -2701244 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2701970.250000 Penalty: 4953.826172
	Iteration 17Q: 3 clusters Score -2701970 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2702635.500000 Penalty: 4953.826172
	Iteration 18Q: 3 clusters Score -2702636 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2703133.500000 Penalty: 4953.826172
	Iteration 19Q: 3 clusters Score -2703134 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2703489.000000 Penalty: 4953.826172
	Iteration 20F: 3 clusters Score -2703489 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2703724.750000 Penalty: 4953.826172
	Iteration 21Q: 3 clusters Score -2703725 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2703896.000000 Penalty: 4953.826172
	Iteration 22Q: 3 clusters Score -2703896 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2704003.250000 Penalty: 4953.826172
	Iteration 23Q: 3 clusters Score -2704003 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2704064.500000 Penalty: 4953.826172
	Iteration 24Q: 3 clusters Score -2704064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2704126.250000 Penalty: 4953.826172
	Iteration 25Q: 3 clusters Score -2704126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2704166.750000 Penalty: 4953.826172
	Iteration 26Q: 3 clusters Score -2704167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2704198.250000 Penalty: 4953.826172
	Iteration 27Q: 3 clusters Score -2704198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2704215.000000 Penalty: 4953.826172
	Iteration 28Q: 3 clusters Score -2704215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2704222.250000 Penalty: 4953.826172
	Iteration 29Q: 3 clusters Score -2704222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2704226.000000 Penalty: 4953.826172
	Iteration 30Q: 3 clusters Score -2704226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2704235.750000 Penalty: 4953.826172
	Iteration 31Q: 3 clusters Score -2704236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2704245.000000 Penalty: 4953.826172
	Iteration 32Q: 3 clusters Score -2704245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2704250.500000 Penalty: 4953.826172
	Iteration 33Q: 3 clusters Score -2704250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2704259.000000 Penalty: 4953.826172
	Iteration 34Q: 3 clusters Score -2704259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2704255.250000 Penalty: 4953.826172
	Iteration 35Q: 3 clusters Score -2704255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2704258.500000 Penalty: 4953.826172
	Iteration 36Q: 3 clusters Score -2704258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2704258.500000 Penalty: 4953.826172
	Iteration 37F: 3 clusters Score -2704258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (234350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234350 members 
Entering Unmasked Estep 
Score: -28682486.000000 Penalty: 3066.413574
	Iteration 0F: 2 clusters Score -2.868249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117159 members 
Mstep: Class 2 contains 117191 members 
Entering Unmasked Estep 
Score: -28536924.000000 Penalty: 6132.827148
	Iteration 0F: 3 clusters Score -2.853692e+07 nChanged 113309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117592 members 
Mstep: Class 2 contains 116758 members 
Entering Unmasked Estep 
Score: -28603870.000000 Penalty: 6132.827148
	Iteration 1F: 3 clusters Score -2.860387e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117360 members 
Mstep: Class 2 contains 116990 members 
Entering Unmasked Estep 
Score: -28605324.000000 Penalty: 6132.827148
	Iteration 2Q: 3 clusters Score -2.860532e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116974 members 
Mstep: Class 2 contains 117376 members 
Entering Unmasked Estep 
Score: -28607044.000000 Penalty: 6132.827148
	Iteration 3Q: 3 clusters Score -2.860704e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116301 members 
Mstep: Class 2 contains 118049 members 
Entering Unmasked Estep 
Score: -28609662.000000 Penalty: 6132.827148
	Iteration 4Q: 3 clusters Score -2.860966e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115482 members 
Mstep: Class 2 contains 118868 members 
Entering Unmasked Estep 
Score: -28612986.000000 Penalty: 6132.827148
	Iteration 5Q: 3 clusters Score -2.861299e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114539 members 
Mstep: Class 2 contains 119811 members 
Entering Unmasked Estep 
Score: -28617224.000000 Penalty: 6132.827148
	Iteration 6Q: 3 clusters Score -2.861722e+07 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113303 members 
Mstep: Class 2 contains 121047 members 
Entering Unmasked Estep 
Score: -28621962.000000 Penalty: 6132.827148
	Iteration 7Q: 3 clusters Score -2.862196e+07 nChanged 12083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111332 members 
Mstep: Class 2 contains 123018 members 
Entering Unmasked Estep 
Score: -28628064.000000 Penalty: 6132.827148
	Iteration 8F: 3 clusters Score -2.862806e+07 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 125786 members 
Entering Unmasked Estep 
Score: -28635234.000000 Penalty: 6132.827148
	Iteration 9F: 3 clusters Score -2.863523e+07 nChanged 13093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105131 members 
Mstep: Class 2 contains 129219 members 
Entering Unmasked Estep 
Score: -28642504.000000 Penalty: 6132.827148
	Iteration 10F: 3 clusters Score -2.86425e+07 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101438 members 
Mstep: Class 2 contains 132912 members 
Entering Unmasked Estep 
Score: -28648780.000000 Penalty: 6132.827148
	Iteration 11F: 3 clusters Score -2.864878e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98085 members 
Mstep: Class 2 contains 136265 members 
Entering Unmasked Estep 
Score: -28652358.000000 Penalty: 6132.827148
	Iteration 12Q: 3 clusters Score -2.865236e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95063 members 
Mstep: Class 2 contains 139287 members 
Entering Unmasked Estep 
Score: -28653806.000000 Penalty: 6132.827148
	Iteration 13Q: 3 clusters Score -2.865381e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92192 members 
Mstep: Class 2 contains 142158 members 
Entering Unmasked Estep 
Score: -28654836.000000 Penalty: 6132.827148
	Iteration 14Q: 3 clusters Score -2.865484e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89374 members 
Mstep: Class 2 contains 144976 members 
Entering Unmasked Estep 
Score: -28655668.000000 Penalty: 6132.827148
	Iteration 15Q: 3 clusters Score -2.865567e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 147880 members 
Entering Unmasked Estep 
Score: -28656604.000000 Penalty: 6132.827148
	Iteration 16Q: 3 clusters Score -2.86566e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 150938 members 
Entering Unmasked Estep 
Score: -28657852.000000 Penalty: 6132.827148
	Iteration 17Q: 3 clusters Score -2.865785e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 153964 members 
Entering Unmasked Estep 
Score: -28659096.000000 Penalty: 6132.827148
	Iteration 18Q: 3 clusters Score -2.86591e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 157024 members 
Entering Unmasked Estep 
Score: -28660174.000000 Penalty: 6132.827148
	Iteration 19Q: 3 clusters Score -2.866017e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74371 members 
Mstep: Class 2 contains 159979 members 
Entering Unmasked Estep 
Score: -28661164.000000 Penalty: 6132.827148
	Iteration 20F: 3 clusters Score -2.866116e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71529 members 
Mstep: Class 2 contains 162821 members 
Entering Unmasked Estep 
Score: -28662264.000000 Penalty: 6132.827148
	Iteration 21Q: 3 clusters Score -2.866226e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 165526 members 
Entering Unmasked Estep 
Score: -28663398.000000 Penalty: 6132.827148
	Iteration 22Q: 3 clusters Score -2.86634e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 168184 members 
Entering Unmasked Estep 
Score: -28664540.000000 Penalty: 6132.827148
	Iteration 23Q: 3 clusters Score -2.866454e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 170765 members 
Entering Unmasked Estep 
Score: -28665440.000000 Penalty: 6132.827148
	Iteration 24Q: 3 clusters Score -2.866544e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 173280 members 
Entering Unmasked Estep 
Score: -28666346.000000 Penalty: 6132.827148
	Iteration 25Q: 3 clusters Score -2.866635e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 175737 members 
Entering Unmasked Estep 
Score: -28667334.000000 Penalty: 6132.827148
	Iteration 26Q: 3 clusters Score -2.866733e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 178050 members 
Entering Unmasked Estep 
Score: -28668284.000000 Penalty: 6132.827148
	Iteration 27Q: 3 clusters Score -2.866828e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 180293 members 
Entering Unmasked Estep 
Score: -28669230.000000 Penalty: 6132.827148
	Iteration 28Q: 3 clusters Score -2.866923e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 182521 members 
Entering Unmasked Estep 
Score: -28670126.000000 Penalty: 6132.827148
	Iteration 29Q: 3 clusters Score -2.867013e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 184828 members 
Entering Unmasked Estep 
Score: -28670956.000000 Penalty: 6132.827148
	Iteration 30Q: 3 clusters Score -2.867096e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 187219 members 
Entering Unmasked Estep 
Score: -28671676.000000 Penalty: 6132.827148
	Iteration 31Q: 3 clusters Score -2.867168e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 189527 members 
Entering Unmasked Estep 
Score: -28672326.000000 Penalty: 6132.827148
	Iteration 32Q: 3 clusters Score -2.867233e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 191840 members 
Entering Unmasked Estep 
Score: -28673018.000000 Penalty: 6132.827148
	Iteration 33Q: 3 clusters Score -2.867302e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 194110 members 
Entering Unmasked Estep 
Score: -28673452.000000 Penalty: 6132.827148
	Iteration 34Q: 3 clusters Score -2.867345e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 196355 members 
Entering Unmasked Estep 
Score: -28674046.000000 Penalty: 6132.827148
	Iteration 35Q: 3 clusters Score -2.867405e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 198594 members 
Entering Unmasked Estep 
Score: -28674686.000000 Penalty: 6132.827148
	Iteration 36Q: 3 clusters Score -2.867469e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 200774 members 
Entering Unmasked Estep 
Score: -28675216.000000 Penalty: 6132.827148
	Iteration 37Q: 3 clusters Score -2.867522e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 202885 members 
Entering Unmasked Estep 
Score: -28675620.000000 Penalty: 6132.827148
	Iteration 38Q: 3 clusters Score -2.867562e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 204878 members 
Entering Unmasked Estep 
Score: -28676146.000000 Penalty: 6132.827148
	Iteration 39Q: 3 clusters Score -2.867615e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 206870 members 
Entering Unmasked Estep 
Score: -28676512.000000 Penalty: 6132.827148
	Iteration 40F: 3 clusters Score -2.867651e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 208769 members 
Entering Unmasked Estep 
Score: -28676882.000000 Penalty: 6132.827148
	Iteration 41Q: 3 clusters Score -2.867688e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 210636 members 
Entering Unmasked Estep 
Score: -28677260.000000 Penalty: 6132.827148
	Iteration 42Q: 3 clusters Score -2.867726e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 212453 members 
Entering Unmasked Estep 
Score: -28677602.000000 Penalty: 6132.827148
	Iteration 43Q: 3 clusters Score -2.86776e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 214134 members 
Entering Unmasked Estep 
Score: -28677884.000000 Penalty: 6132.827148
	Iteration 44Q: 3 clusters Score -2.867788e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 215649 members 
Entering Unmasked Estep 
Score: -28678006.000000 Penalty: 6132.827148
	Iteration 45Q: 3 clusters Score -2.867801e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 217040 members 
Entering Unmasked Estep 
Score: -28678190.000000 Penalty: 6132.827148
	Iteration 46Q: 3 clusters Score -2.867819e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 218349 members 
Entering Unmasked Estep 
Score: -28678408.000000 Penalty: 6132.827148
	Iteration 47Q: 3 clusters Score -2.867841e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 219526 members 
Entering Unmasked Estep 
Score: -28678616.000000 Penalty: 6132.827148
	Iteration 48Q: 3 clusters Score -2.867862e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 220571 members 
Entering Unmasked Estep 
Score: -28678946.000000 Penalty: 6132.827148
	Iteration 49Q: 3 clusters Score -2.867895e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 221553 members 
Entering Unmasked Estep 
Score: -28679104.000000 Penalty: 6132.827148
	Iteration 50Q: 3 clusters Score -2.86791e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 222465 members 
Entering Unmasked Estep 
Score: -28679170.000000 Penalty: 6132.827148
	Iteration 51Q: 3 clusters Score -2.867917e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 223280 members 
Entering Unmasked Estep 
Score: -28679468.000000 Penalty: 6132.827148
	Iteration 52Q: 3 clusters Score -2.867947e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 224043 members 
Entering Unmasked Estep 
Score: -28679686.000000 Penalty: 6132.827148
	Iteration 53Q: 3 clusters Score -2.867969e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 224682 members 
Entering Unmasked Estep 
Score: -28679716.000000 Penalty: 6132.827148
	Iteration 54Q: 3 clusters Score -2.867972e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 225252 members 
Entering Unmasked Estep 
Score: -28679816.000000 Penalty: 6132.827148
	Iteration 55Q: 3 clusters Score -2.867982e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 225779 members 
Entering Unmasked Estep 
Score: -28679890.000000 Penalty: 6132.827148
	Iteration 56Q: 3 clusters Score -2.867989e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 226200 members 
Entering Unmasked Estep 
Score: -28679956.000000 Penalty: 6132.827148
	Iteration 57Q: 3 clusters Score -2.867996e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 226608 members 
Entering Unmasked Estep 
Score: -28680018.000000 Penalty: 6132.827148
	Iteration 58Q: 3 clusters Score -2.868002e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 226966 members 
Entering Unmasked Estep 
Score: -28680074.000000 Penalty: 6132.827148
	Iteration 59Q: 3 clusters Score -2.868007e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 227301 members 
Entering Unmasked Estep 
Score: -28680144.000000 Penalty: 6132.827148
	Iteration 60F: 3 clusters Score -2.868014e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 227611 members 
Entering Unmasked Estep 
Score: -28680176.000000 Penalty: 6132.827148
	Iteration 61Q: 3 clusters Score -2.868018e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 227874 members 
Entering Unmasked Estep 
Score: -28680240.000000 Penalty: 6132.827148
	Iteration 62Q: 3 clusters Score -2.868024e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 228128 members 
Entering Unmasked Estep 
Score: -28680234.000000 Penalty: 6132.827148
	Iteration 63Q: 3 clusters Score -2.868023e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 228377 members 
Entering Unmasked Estep 
Score: -28680286.000000 Penalty: 6132.827148
	Iteration 64Q: 3 clusters Score -2.868029e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 228597 members 
Entering Unmasked Estep 
Score: -28680292.000000 Penalty: 6132.827148
	Iteration 65Q: 3 clusters Score -2.868029e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 228807 members 
Entering Unmasked Estep 
Score: -28680352.000000 Penalty: 6132.827148
	Iteration 66Q: 3 clusters Score -2.868035e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 228986 members 
Entering Unmasked Estep 
Score: -28680448.000000 Penalty: 6132.827148
	Iteration 67Q: 3 clusters Score -2.868045e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 229150 members 
Entering Unmasked Estep 
Score: -28680400.000000 Penalty: 6132.827148
	Iteration 68Q: 3 clusters Score -2.86804e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 229291 members 
Entering Unmasked Estep 
Score: -28680450.000000 Penalty: 6132.827148
	Iteration 69Q: 3 clusters Score -2.868045e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 229426 members 
Entering Unmasked Estep 
Score: -28680440.000000 Penalty: 6132.827148
	Iteration 70Q: 3 clusters Score -2.868044e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 229540 members 
Entering Unmasked Estep 
Score: -28680436.000000 Penalty: 6132.827148
	Iteration 71Q: 3 clusters Score -2.868044e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 229663 members 
Entering Unmasked Estep 
Score: -28680456.000000 Penalty: 6132.827148
	Iteration 72Q: 3 clusters Score -2.868046e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 229757 members 
Entering Unmasked Estep 
Score: -28680466.000000 Penalty: 6132.827148
	Iteration 73Q: 3 clusters Score -2.868047e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 229854 members 
Entering Unmasked Estep 
Score: -28680500.000000 Penalty: 6132.827148
	Iteration 74Q: 3 clusters Score -2.86805e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 229944 members 
Entering Unmasked Estep 
Score: -28680528.000000 Penalty: 6132.827148
	Iteration 75Q: 3 clusters Score -2.868053e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 230012 members 
Entering Unmasked Estep 
Score: -28680512.000000 Penalty: 6132.827148
	Iteration 76Q: 3 clusters Score -2.868051e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 230073 members 
Entering Unmasked Estep 
Score: -28680512.000000 Penalty: 6132.827148
	Iteration 77Q: 3 clusters Score -2.868051e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 230119 members 
Entering Unmasked Estep 
Score: -28680536.000000 Penalty: 6132.827148
	Iteration 78Q: 3 clusters Score -2.868054e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 230158 members 
Entering Unmasked Estep 
Score: -28680550.000000 Penalty: 6132.827148
	Iteration 79Q: 3 clusters Score -2.868055e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 230188 members 
Entering Unmasked Estep 
Score: -28680570.000000 Penalty: 6132.827148
	Iteration 80F: 3 clusters Score -2.868057e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 230217 members 
Entering Unmasked Estep 
Score: -28680560.000000 Penalty: 6132.827148
	Iteration 81Q: 3 clusters Score -2.868056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 230241 members 
Entering Unmasked Estep 
Score: -28680544.000000 Penalty: 6132.827148
	Iteration 82Q: 3 clusters Score -2.868054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 230263 members 
Entering Unmasked Estep 
Score: -28680566.000000 Penalty: 6132.827148
	Iteration 83Q: 3 clusters Score -2.868057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 230275 members 
Entering Unmasked Estep 
Score: -28680540.000000 Penalty: 6132.827148
	Iteration 84Q: 3 clusters Score -2.868054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 230283 members 
Entering Unmasked Estep 
Score: -28680542.000000 Penalty: 6132.827148
	Iteration 85Q: 3 clusters Score -2.868054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 230289 members 
Entering Unmasked Estep 
Score: -28680554.000000 Penalty: 6132.827148
	Iteration 86Q: 3 clusters Score -2.868055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 230299 members 
Entering Unmasked Estep 
Score: -28680540.000000 Penalty: 6132.827148
	Iteration 87Q: 3 clusters Score -2.868054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 230310 members 
Entering Unmasked Estep 
Score: -28680544.000000 Penalty: 6132.827148
	Iteration 88Q: 3 clusters Score -2.868054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 230321 members 
Entering Unmasked Estep 
Score: -28680534.000000 Penalty: 6132.827148
	Iteration 89Q: 3 clusters Score -2.868053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 230327 members 
Entering Unmasked Estep 
Score: -28680540.000000 Penalty: 6132.827148
	Iteration 90Q: 3 clusters Score -2.868054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 230336 members 
Entering Unmasked Estep 
Score: -28680568.000000 Penalty: 6132.827148
	Iteration 91Q: 3 clusters Score -2.868057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 230348 members 
Entering Unmasked Estep 
Score: -28680562.000000 Penalty: 6132.827148
	Iteration 92Q: 3 clusters Score -2.868056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 230360 members 
Entering Unmasked Estep 
Score: -28680584.000000 Penalty: 6132.827148
	Iteration 93Q: 3 clusters Score -2.868058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 230369 members 
Entering Unmasked Estep 
Score: -28680584.000000 Penalty: 6132.827148
	Iteration 94Q: 3 clusters Score -2.868058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 230375 members 
Entering Unmasked Estep 
Score: -28680606.000000 Penalty: 6132.827148
	Iteration 95Q: 3 clusters Score -2.868061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 230377 members 
Entering Unmasked Estep 
Score: -28680588.000000 Penalty: 6132.827148
	Iteration 96Q: 3 clusters Score -2.868059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 230380 members 
Entering Unmasked Estep 
Score: -28680580.000000 Penalty: 6132.827148
	Iteration 97Q: 3 clusters Score -2.868058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 230382 members 
Entering Unmasked Estep 
Score: -28680586.000000 Penalty: 6132.827148
	Iteration 98Q: 3 clusters Score -2.868059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 230386 members 
Entering Unmasked Estep 
Score: -28680586.000000 Penalty: 6132.827148
	Iteration 99Q: 3 clusters Score -2.868059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 230392 members 
Entering Unmasked Estep 
Score: -28680580.000000 Penalty: 6132.827148
	Iteration 100F: 3 clusters Score -2.868058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 230403 members 
Entering Unmasked Estep 
Score: -28680572.000000 Penalty: 6132.827148
	Iteration 101Q: 3 clusters Score -2.868057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 230417 members 
Entering Unmasked Estep 
Score: -28680574.000000 Penalty: 6132.827148
	Iteration 102Q: 3 clusters Score -2.868057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 230431 members 
Entering Unmasked Estep 
Score: -28680562.000000 Penalty: 6132.827148
	Iteration 103Q: 3 clusters Score -2.868056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 230445 members 
Entering Unmasked Estep 
Score: -28680552.000000 Penalty: 6132.827148
	Iteration 104Q: 3 clusters Score -2.868055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 230453 members 
Entering Unmasked Estep 
Score: -28680560.000000 Penalty: 6132.827148
	Iteration 105Q: 3 clusters Score -2.868056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 230466 members 
Entering Unmasked Estep 
Score: -28680560.000000 Penalty: 6132.827148
	Iteration 106Q: 3 clusters Score -2.868056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 230477 members 
Entering Unmasked Estep 
Score: -28680562.000000 Penalty: 6132.827148
	Iteration 107Q: 3 clusters Score -2.868056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 230485 members 
Entering Unmasked Estep 
Score: -28680562.000000 Penalty: 6132.827148
	Iteration 108Q: 3 clusters Score -2.868056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 230490 members 
Entering Unmasked Estep 
Score: -28680558.000000 Penalty: 6132.827148
	Iteration 109Q: 3 clusters Score -2.868056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 230494 members 
Entering Unmasked Estep 
Score: -28680556.000000 Penalty: 6132.827148
	Iteration 110Q: 3 clusters Score -2.868056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 230496 members 
Entering Unmasked Estep 
Score: -28680572.000000 Penalty: 6132.827148
	Iteration 111Q: 3 clusters Score -2.868057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 230499 members 
Entering Unmasked Estep 
Score: -28680582.000000 Penalty: 6132.827148
	Iteration 112Q: 3 clusters Score -2.868058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 230502 members 
Entering Unmasked Estep 
Score: -28680568.000000 Penalty: 6132.827148
	Iteration 113Q: 3 clusters Score -2.868057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 230506 members 
Entering Unmasked Estep 
Score: -28680566.000000 Penalty: 6132.827148
	Iteration 114Q: 3 clusters Score -2.868057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 230507 members 
Entering Unmasked Estep 
Score: -28680566.000000 Penalty: 6132.827148
	Iteration 115Q: 3 clusters Score -2.868057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 230510 members 
Entering Unmasked Estep 
Score: -28680554.000000 Penalty: 6132.827148
	Iteration 116Q: 3 clusters Score -2.868055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 230513 members 
Entering Unmasked Estep 
Score: -28680572.000000 Penalty: 6132.827148
	Iteration 117Q: 3 clusters Score -2.868057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 230515 members 
Entering Unmasked Estep 
Score: -28680572.000000 Penalty: 6132.827148
	Iteration 118Q: 3 clusters Score -2.868057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 230518 members 
Entering Unmasked Estep 
Score: -28680580.000000 Penalty: 6132.827148
	Iteration 119Q: 3 clusters Score -2.868058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 230519 members 
Entering Unmasked Estep 
Score: -28680578.000000 Penalty: 6132.827148
	Iteration 120F: 3 clusters Score -2.868058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 230522 members 
Entering Unmasked Estep 
Score: -28680586.000000 Penalty: 6132.827148
	Iteration 121Q: 3 clusters Score -2.868059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 230525 members 
Entering Unmasked Estep 
Score: -28680588.000000 Penalty: 6132.827148
	Iteration 122Q: 3 clusters Score -2.868059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 230529 members 
Entering Unmasked Estep 
Score: -28680586.000000 Penalty: 6132.827148
	Iteration 123Q: 3 clusters Score -2.868059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 230535 members 
Entering Unmasked Estep 
Score: -28680582.000000 Penalty: 6132.827148
	Iteration 124Q: 3 clusters Score -2.868058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 230541 members 
Entering Unmasked Estep 
Score: -28680582.000000 Penalty: 6132.827148
	Iteration 125Q: 3 clusters Score -2.868058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 230545 members 
Entering Unmasked Estep 
Score: -28680600.000000 Penalty: 6132.827148
	Iteration 126Q: 3 clusters Score -2.86806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 230551 members 
Entering Unmasked Estep 
Score: -28680582.000000 Penalty: 6132.827148
	Iteration 127Q: 3 clusters Score -2.868058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 230558 members 
Entering Unmasked Estep 
Score: -28680576.000000 Penalty: 6132.827148
	Iteration 128Q: 3 clusters Score -2.868058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 230562 members 
Entering Unmasked Estep 
Score: -28680580.000000 Penalty: 6132.827148
	Iteration 129Q: 3 clusters Score -2.868058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 230571 members 
Entering Unmasked Estep 
Score: -28680594.000000 Penalty: 6132.827148
	Iteration 130Q: 3 clusters Score -2.868059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 230576 members 
Entering Unmasked Estep 
Score: -28680584.000000 Penalty: 6132.827148
	Iteration 131Q: 3 clusters Score -2.868058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 230578 members 
Entering Unmasked Estep 
Score: -28680580.000000 Penalty: 6132.827148
	Iteration 132Q: 3 clusters Score -2.868058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 230580 members 
Entering Unmasked Estep 
Score: -28680580.000000 Penalty: 6132.827148
	Iteration 133Q: 3 clusters Score -2.868058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 230581 members 
Entering Unmasked Estep 
Score: -28680586.000000 Penalty: 6132.827148
	Iteration 134Q: 3 clusters Score -2.868059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 230583 members 
Entering Unmasked Estep 
Score: -28680590.000000 Penalty: 6132.827148
	Iteration 135Q: 3 clusters Score -2.868059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 230586 members 
Entering Unmasked Estep 
Score: -28680596.000000 Penalty: 6132.827148
	Iteration 136Q: 3 clusters Score -2.86806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 230589 members 
Entering Unmasked Estep 
Score: -28680608.000000 Penalty: 6132.827148
	Iteration 137Q: 3 clusters Score -2.868061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 230592 members 
Entering Unmasked Estep 
Score: -28680610.000000 Penalty: 6132.827148
	Iteration 138Q: 3 clusters Score -2.868061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 230597 members 
Entering Unmasked Estep 
Score: -28680610.000000 Penalty: 6132.827148
	Iteration 139Q: 3 clusters Score -2.868061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 230604 members 
Entering Unmasked Estep 
Score: -28680590.000000 Penalty: 6132.827148
	Iteration 140F: 3 clusters Score -2.868059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 230609 members 
Entering Unmasked Estep 
Score: -28680588.000000 Penalty: 6132.827148
	Iteration 141Q: 3 clusters Score -2.868059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 230611 members 
Entering Unmasked Estep 
Score: -28680590.000000 Penalty: 6132.827148
	Iteration 142Q: 3 clusters Score -2.868059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 230612 members 
Entering Unmasked Estep 
Score: -28680600.000000 Penalty: 6132.827148
	Iteration 143Q: 3 clusters Score -2.86806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 230612 members 
Entering Unmasked Estep 
Score: -28680600.000000 Penalty: 6132.827148
	Iteration 144Q: 3 clusters Score -2.86806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 230612 members 
Entering Unmasked Estep 
Score: -28680600.000000 Penalty: 6132.827148
	Iteration 145F: 3 clusters Score -2.86806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Entering Unmasked Estep 
Score: -1118315.500000 Penalty: 2195.815186
	Iteration 0F: 2 clusters Score -1118316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1112576.500000 Penalty: 4391.630371
	Iteration 0F: 3 clusters Score -1112576 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1114172.500000 Penalty: 4391.630371
	Iteration 1F: 3 clusters Score -1114172 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1114521.375000 Penalty: 4391.630371
	Iteration 2F: 3 clusters Score -1114521 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1114785.625000 Penalty: 4391.630371
	Iteration 3F: 3 clusters Score -1114786 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1114999.375000 Penalty: 4391.630371
	Iteration 4F: 3 clusters Score -1114999 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1115162.500000 Penalty: 4391.630371
	Iteration 5Q: 3 clusters Score -1115162 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1115345.500000 Penalty: 4391.630371
	Iteration 6Q: 3 clusters Score -1115346 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1115526.750000 Penalty: 4391.630371
	Iteration 7Q: 3 clusters Score -1115527 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1115716.750000 Penalty: 4391.630371
	Iteration 8Q: 3 clusters Score -1115717 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1115894.500000 Penalty: 4391.630371
	Iteration 9Q: 3 clusters Score -1115894 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1116042.500000 Penalty: 4391.630371
	Iteration 10Q: 3 clusters Score -1116042 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1116161.625000 Penalty: 4391.630371
	Iteration 11Q: 3 clusters Score -1116162 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1116264.125000 Penalty: 4391.630371
	Iteration 12Q: 3 clusters Score -1116264 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1116363.875000 Penalty: 4391.630371
	Iteration 13Q: 3 clusters Score -1116364 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1116440.250000 Penalty: 4391.630371
	Iteration 14Q: 3 clusters Score -1116440 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1116494.875000 Penalty: 4391.630371
	Iteration 15Q: 3 clusters Score -1116495 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1116547.250000 Penalty: 4391.630371
	Iteration 16Q: 3 clusters Score -1116547 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1116584.375000 Penalty: 4391.630371
	Iteration 17Q: 3 clusters Score -1116584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1116608.000000 Penalty: 4391.630371
	Iteration 18Q: 3 clusters Score -1116608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1116619.875000 Penalty: 4391.630371
	Iteration 19Q: 3 clusters Score -1116620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1116631.875000 Penalty: 4391.630371
	Iteration 20F: 3 clusters Score -1116632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1116639.125000 Penalty: 4391.630371
	Iteration 21Q: 3 clusters Score -1116639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1116641.625000 Penalty: 4391.630371
	Iteration 22Q: 3 clusters Score -1116642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1116647.375000 Penalty: 4391.630371
	Iteration 23Q: 3 clusters Score -1116647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1116650.750000 Penalty: 4391.630371
	Iteration 24Q: 3 clusters Score -1116651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1116654.875000 Penalty: 4391.630371
	Iteration 25Q: 3 clusters Score -1116655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1116661.250000 Penalty: 4391.630371
	Iteration 26Q: 3 clusters Score -1116661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1116660.500000 Penalty: 4391.630371
	Iteration 27Q: 3 clusters Score -1116660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1116666.250000 Penalty: 4391.630371
	Iteration 28Q: 3 clusters Score -1116666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1116666.250000 Penalty: 4391.630371
	Iteration 29Q: 3 clusters Score -1116666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1116666.375000 Penalty: 4391.630371
	Iteration 30Q: 3 clusters Score -1116666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1116665.750000 Penalty: 4391.630371
	Iteration 31Q: 3 clusters Score -1116666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1116668.000000 Penalty: 4391.630371
	Iteration 32Q: 3 clusters Score -1116668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1116668.000000 Penalty: 4391.630371
	Iteration 33Q: 3 clusters Score -1116668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1116671.375000 Penalty: 4391.630371
	Iteration 34Q: 3 clusters Score -1116671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1116673.750000 Penalty: 4391.630371
	Iteration 35Q: 3 clusters Score -1116674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1116678.000000 Penalty: 4391.630371
	Iteration 36Q: 3 clusters Score -1116678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1116681.875000 Penalty: 4391.630371
	Iteration 37Q: 3 clusters Score -1116682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1116681.125000 Penalty: 4391.630371
	Iteration 38Q: 3 clusters Score -1116681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1116682.375000 Penalty: 4391.630371
	Iteration 39Q: 3 clusters Score -1116682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1116684.250000 Penalty: 4391.630371
	Iteration 40F: 3 clusters Score -1116684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1116684.625000 Penalty: 4391.630371
	Iteration 41Q: 3 clusters Score -1116685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1116686.000000 Penalty: 4391.630371
	Iteration 42Q: 3 clusters Score -1116686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1116682.875000 Penalty: 4391.630371
	Iteration 43Q: 3 clusters Score -1116683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1116684.500000 Penalty: 4391.630371
	Iteration 44Q: 3 clusters Score -1116684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1116684.500000 Penalty: 4391.630371
	Iteration 45F: 3 clusters Score -1116684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -43322.707031 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -43322.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42115.636719 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -42115.64 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42301.605469 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -42301.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42390.492188 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -42390.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42451.664062 Penalty: 2930.409180
	Iteration 3F: 3 clusters Score -42451.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42508.207031 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -42508.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42531.093750 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -42531.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42534.386719 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -42534.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42543.468750 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -42543.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42551.890625 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -42551.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42555.394531 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -42555.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42560.261719 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -42560.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42560.925781 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -42560.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42560.925781 Penalty: 2930.409180
	Iteration 12F: 3 clusters Score -42560.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Entering Unmasked Estep 
Score: -465964.062500 Penalty: 2053.930176
	Iteration 0F: 2 clusters Score -465964.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -462152.968750 Penalty: 4107.860352
	Iteration 0F: 3 clusters Score -462153 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -463271.125000 Penalty: 4107.860352
	Iteration 1F: 3 clusters Score -463271.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -463815.187500 Penalty: 4107.860352
	Iteration 2F: 3 clusters Score -463815.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -464304.875000 Penalty: 4107.860352
	Iteration 3F: 3 clusters Score -464304.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -464670.906250 Penalty: 4107.860352
	Iteration 4F: 3 clusters Score -464670.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -464890.000000 Penalty: 4107.860352
	Iteration 5F: 3 clusters Score -464890 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -464992.468750 Penalty: 4107.860352
	Iteration 6Q: 3 clusters Score -464992.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -465043.531250 Penalty: 4107.860352
	Iteration 7Q: 3 clusters Score -465043.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -465077.531250 Penalty: 4107.860352
	Iteration 8Q: 3 clusters Score -465077.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -465097.468750 Penalty: 4107.860352
	Iteration 9Q: 3 clusters Score -465097.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -465108.437500 Penalty: 4107.860352
	Iteration 10Q: 3 clusters Score -465108.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -465112.593750 Penalty: 4107.860352
	Iteration 11Q: 3 clusters Score -465112.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -465118.031250 Penalty: 4107.860352
	Iteration 12Q: 3 clusters Score -465118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -465126.125000 Penalty: 4107.860352
	Iteration 13Q: 3 clusters Score -465126.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -465129.968750 Penalty: 4107.860352
	Iteration 14Q: 3 clusters Score -465130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -465131.656250 Penalty: 4107.860352
	Iteration 15Q: 3 clusters Score -465131.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -465135.875000 Penalty: 4107.860352
	Iteration 16Q: 3 clusters Score -465135.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -465138.593750 Penalty: 4107.860352
	Iteration 17Q: 3 clusters Score -465138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -465141.093750 Penalty: 4107.860352
	Iteration 18Q: 3 clusters Score -465141.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -465145.125000 Penalty: 4107.860352
	Iteration 19Q: 3 clusters Score -465145.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -465151.250000 Penalty: 4107.860352
	Iteration 20F: 3 clusters Score -465151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -465152.687500 Penalty: 4107.860352
	Iteration 21Q: 3 clusters Score -465152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -465153.062500 Penalty: 4107.860352
	Iteration 22Q: 3 clusters Score -465153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -465153.437500 Penalty: 4107.860352
	Iteration 23Q: 3 clusters Score -465153.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -465154.656250 Penalty: 4107.860352
	Iteration 24Q: 3 clusters Score -465154.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -465154.656250 Penalty: 4107.860352
	Iteration 25Q: 3 clusters Score -465154.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -465154.656250 Penalty: 4107.860352
	Iteration 26F: 3 clusters Score -465154.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -125972.960938 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -125973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -123938.210938 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -123938.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -124277.703125 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -124277.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -124380.554688 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -124380.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -124434.695312 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -124434.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -124472.554688 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -124472.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -124497.125000 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -124497.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -124515.046875 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -124515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -124528.468750 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -124528.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -124538.062500 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -124538.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -124545.929688 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -124545.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -124549.187500 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -124549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -124552.585938 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -124552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124554.578125 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -124554.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124559.460938 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -124559.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124566.312500 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -124566.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -124571.851562 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -124571.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -124576.882812 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -124576.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -124580.226562 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -124580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124583.984375 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -124584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -124588.726562 Penalty: 3482.900391
	Iteration 19Q: 3 clusters Score -124588.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -124598.000000 Penalty: 3482.900391
	Iteration 20F: 3 clusters Score -124598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -124607.679688 Penalty: 3482.900391
	Iteration 21Q: 3 clusters Score -124607.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -124624.203125 Penalty: 3482.900391
	Iteration 22Q: 3 clusters Score -124624.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -124636.875000 Penalty: 3482.900391
	Iteration 23Q: 3 clusters Score -124636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -124642.015625 Penalty: 3482.900391
	Iteration 24Q: 3 clusters Score -124642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -124645.171875 Penalty: 3482.900391
	Iteration 25Q: 3 clusters Score -124645.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -124651.859375 Penalty: 3482.900391
	Iteration 26Q: 3 clusters Score -124651.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -124658.320312 Penalty: 3482.900391
	Iteration 27Q: 3 clusters Score -124658.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -124666.750000 Penalty: 3482.900391
	Iteration 28Q: 3 clusters Score -124666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -124669.242188 Penalty: 3482.900391
	Iteration 29Q: 3 clusters Score -124669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -124670.437500 Penalty: 3482.900391
	Iteration 30Q: 3 clusters Score -124670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -124672.039062 Penalty: 3482.900391
	Iteration 31Q: 3 clusters Score -124672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -124672.039062 Penalty: 3482.900391
	Iteration 32F: 3 clusters Score -124672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Entering Unmasked Estep 
Score: -740064.250000 Penalty: 2163.038330
	Iteration 0F: 2 clusters Score -740064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -734839.500000 Penalty: 4326.076660
	Iteration 0F: 3 clusters Score -734839.5 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -736197.500000 Penalty: 4326.076660
	Iteration 1F: 3 clusters Score -736197.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -736475.500000 Penalty: 4326.076660
	Iteration 2F: 3 clusters Score -736475.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -736647.125000 Penalty: 4326.076660
	Iteration 3F: 3 clusters Score -736647.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -736770.625000 Penalty: 4326.076660
	Iteration 4Q: 3 clusters Score -736770.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -736869.187500 Penalty: 4326.076660
	Iteration 5Q: 3 clusters Score -736869.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -736950.125000 Penalty: 4326.076660
	Iteration 6Q: 3 clusters Score -736950.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -737030.437500 Penalty: 4326.076660
	Iteration 7Q: 3 clusters Score -737030.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -737114.437500 Penalty: 4326.076660
	Iteration 8Q: 3 clusters Score -737114.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -737205.062500 Penalty: 4326.076660
	Iteration 9Q: 3 clusters Score -737205.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -737281.437500 Penalty: 4326.076660
	Iteration 10Q: 3 clusters Score -737281.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -737349.875000 Penalty: 4326.076660
	Iteration 11Q: 3 clusters Score -737349.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -737418.250000 Penalty: 4326.076660
	Iteration 12Q: 3 clusters Score -737418.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -737493.812500 Penalty: 4326.076660
	Iteration 13Q: 3 clusters Score -737493.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -737576.000000 Penalty: 4326.076660
	Iteration 14Q: 3 clusters Score -737576 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -737634.125000 Penalty: 4326.076660
	Iteration 15Q: 3 clusters Score -737634.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -737669.750000 Penalty: 4326.076660
	Iteration 16Q: 3 clusters Score -737669.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -737706.937500 Penalty: 4326.076660
	Iteration 17Q: 3 clusters Score -737706.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -737738.812500 Penalty: 4326.076660
	Iteration 18Q: 3 clusters Score -737738.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -737772.125000 Penalty: 4326.076660
	Iteration 19Q: 3 clusters Score -737772.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -737810.312500 Penalty: 4326.076660
	Iteration 20F: 3 clusters Score -737810.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -737844.437500 Penalty: 4326.076660
	Iteration 21Q: 3 clusters Score -737844.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -737873.250000 Penalty: 4326.076660
	Iteration 22Q: 3 clusters Score -737873.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -737905.125000 Penalty: 4326.076660
	Iteration 23Q: 3 clusters Score -737905.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -737939.437500 Penalty: 4326.076660
	Iteration 24Q: 3 clusters Score -737939.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -737971.562500 Penalty: 4326.076660
	Iteration 25Q: 3 clusters Score -737971.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -737995.437500 Penalty: 4326.076660
	Iteration 26Q: 3 clusters Score -737995.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -738024.375000 Penalty: 4326.076660
	Iteration 27Q: 3 clusters Score -738024.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -738048.875000 Penalty: 4326.076660
	Iteration 28Q: 3 clusters Score -738048.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -738072.125000 Penalty: 4326.076660
	Iteration 29Q: 3 clusters Score -738072.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -738087.812500 Penalty: 4326.076660
	Iteration 30Q: 3 clusters Score -738087.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -738109.000000 Penalty: 4326.076660
	Iteration 31Q: 3 clusters Score -738109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -738127.812500 Penalty: 4326.076660
	Iteration 32Q: 3 clusters Score -738127.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -738144.125000 Penalty: 4326.076660
	Iteration 33Q: 3 clusters Score -738144.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -738152.000000 Penalty: 4326.076660
	Iteration 34Q: 3 clusters Score -738152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -738162.125000 Penalty: 4326.076660
	Iteration 35Q: 3 clusters Score -738162.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -738173.812500 Penalty: 4326.076660
	Iteration 36Q: 3 clusters Score -738173.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -738180.937500 Penalty: 4326.076660
	Iteration 37Q: 3 clusters Score -738180.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -738188.250000 Penalty: 4326.076660
	Iteration 38Q: 3 clusters Score -738188.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -738193.625000 Penalty: 4326.076660
	Iteration 39Q: 3 clusters Score -738193.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -738195.437500 Penalty: 4326.076660
	Iteration 40F: 3 clusters Score -738195.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -738197.437500 Penalty: 4326.076660
	Iteration 41Q: 3 clusters Score -738197.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -738199.375000 Penalty: 4326.076660
	Iteration 42Q: 3 clusters Score -738199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -738202.062500 Penalty: 4326.076660
	Iteration 43Q: 3 clusters Score -738202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -738204.875000 Penalty: 4326.076660
	Iteration 44Q: 3 clusters Score -738204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -738206.250000 Penalty: 4326.076660
	Iteration 45Q: 3 clusters Score -738206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -738207.250000 Penalty: 4326.076660
	Iteration 46Q: 3 clusters Score -738207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -738207.250000 Penalty: 4326.076660
	Iteration 47F: 3 clusters Score -738207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -76779.492188 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -76779.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75278.484375 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -75278.48 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75500.031250 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -75500.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75564.046875 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -75564.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75626.031250 Penalty: 3118.777832
	Iteration 3Q: 3 clusters Score -75626.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75666.812500 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -75666.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75686.843750 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -75686.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75703.921875 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -75703.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75744.835938 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -75744.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75785.476562 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -75785.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75819.632812 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -75819.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75837.906250 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -75837.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75848.445312 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -75848.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75861.273438 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -75861.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75908.968750 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -75908.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75929.281250 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -75929.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75936.015625 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -75936.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75941.968750 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -75941.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75941.968750 Penalty: 3118.777832
	Iteration 17F: 3 clusters Score -75941.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81288 members 
Entering Unmasked Estep 
Score: -9156420.000000 Penalty: 2803.826904
	Iteration 0F: 2 clusters Score -9156420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -9101891.000000 Penalty: 5607.653809
	Iteration 0F: 3 clusters Score -9101891 nChanged 38084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -9123891.000000 Penalty: 5607.653809
	Iteration 1F: 3 clusters Score -9123891 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -9124874.000000 Penalty: 5607.653809
	Iteration 2Q: 3 clusters Score -9124874 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -9125937.000000 Penalty: 5607.653809
	Iteration 3Q: 3 clusters Score -9125937 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -9127348.000000 Penalty: 5607.653809
	Iteration 4Q: 3 clusters Score -9127348 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -9129048.000000 Penalty: 5607.653809
	Iteration 5Q: 3 clusters Score -9129048 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -9131635.000000 Penalty: 5607.653809
	Iteration 6F: 3 clusters Score -9131635 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -9135278.000000 Penalty: 5607.653809
	Iteration 7F: 3 clusters Score -9135278 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -9139720.000000 Penalty: 5607.653809
	Iteration 8F: 3 clusters Score -9139720 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -9144293.000000 Penalty: 5607.653809
	Iteration 9F: 3 clusters Score -9144293 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -9147823.000000 Penalty: 5607.653809
	Iteration 10F: 3 clusters Score -9147823 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -9150359.000000 Penalty: 5607.653809
	Iteration 11Q: 3 clusters Score -9150359 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -9151924.000000 Penalty: 5607.653809
	Iteration 12Q: 3 clusters Score -9151924 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -9152825.000000 Penalty: 5607.653809
	Iteration 13Q: 3 clusters Score -9152825 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -9153267.000000 Penalty: 5607.653809
	Iteration 14Q: 3 clusters Score -9153267 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9153550.000000 Penalty: 5607.653809
	Iteration 15Q: 3 clusters Score -9153550 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9153771.000000 Penalty: 5607.653809
	Iteration 16Q: 3 clusters Score -9153771 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9153893.000000 Penalty: 5607.653809
	Iteration 17Q: 3 clusters Score -9153893 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9153969.000000 Penalty: 5607.653809
	Iteration 18Q: 3 clusters Score -9153969 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80175 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9154008.000000 Penalty: 5607.653809
	Iteration 19Q: 3 clusters Score -9154008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9154057.000000 Penalty: 5607.653809
	Iteration 20F: 3 clusters Score -9154057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80298 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -9154081.000000 Penalty: 5607.653809
	Iteration 21Q: 3 clusters Score -9154081 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9154074.000000 Penalty: 5607.653809
	Iteration 22Q: 3 clusters Score -9154074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9154111.000000 Penalty: 5607.653809
	Iteration 23Q: 3 clusters Score -9154111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9154122.000000 Penalty: 5607.653809
	Iteration 24Q: 3 clusters Score -9154122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80432 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9154131.000000 Penalty: 5607.653809
	Iteration 25Q: 3 clusters Score -9154131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9154135.000000 Penalty: 5607.653809
	Iteration 26Q: 3 clusters Score -9154135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9154132.000000 Penalty: 5607.653809
	Iteration 27Q: 3 clusters Score -9154132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9154131.000000 Penalty: 5607.653809
	Iteration 28Q: 3 clusters Score -9154131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9154143.000000 Penalty: 5607.653809
	Iteration 29Q: 3 clusters Score -9154143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9154157.000000 Penalty: 5607.653809
	Iteration 30Q: 3 clusters Score -9154157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9154178.000000 Penalty: 5607.653809
	Iteration 31Q: 3 clusters Score -9154178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9154177.000000 Penalty: 5607.653809
	Iteration 32Q: 3 clusters Score -9154177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80505 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9154177.000000 Penalty: 5607.653809
	Iteration 33Q: 3 clusters Score -9154177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9154183.000000 Penalty: 5607.653809
	Iteration 34Q: 3 clusters Score -9154183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9154186.000000 Penalty: 5607.653809
	Iteration 35Q: 3 clusters Score -9154186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9154195.000000 Penalty: 5607.653809
	Iteration 36Q: 3 clusters Score -9154195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80522 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9154190.000000 Penalty: 5607.653809
	Iteration 37Q: 3 clusters Score -9154190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9154197.000000 Penalty: 5607.653809
	Iteration 38Q: 3 clusters Score -9154197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9154202.000000 Penalty: 5607.653809
	Iteration 39Q: 3 clusters Score -9154202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9154193.000000 Penalty: 5607.653809
	Iteration 40F: 3 clusters Score -9154193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9154196.000000 Penalty: 5607.653809
	Iteration 41Q: 3 clusters Score -9154196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9154194.000000 Penalty: 5607.653809
	Iteration 42Q: 3 clusters Score -9154194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9154194.000000 Penalty: 5607.653809
	Iteration 43F: 3 clusters Score -9154194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Entering Unmasked Estep 
Score: -1338475.000000 Penalty: 2309.105469
	Iteration 0F: 2 clusters Score -1338475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1330111.625000 Penalty: 4618.210938
	Iteration 0F: 3 clusters Score -1330112 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1332632.875000 Penalty: 4618.210938
	Iteration 1F: 3 clusters Score -1332633 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1333029.500000 Penalty: 4618.210938
	Iteration 2F: 3 clusters Score -1333030 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1333360.250000 Penalty: 4618.210938
	Iteration 3F: 3 clusters Score -1333360 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1333655.000000 Penalty: 4618.210938
	Iteration 4Q: 3 clusters Score -1333655 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1333935.375000 Penalty: 4618.210938
	Iteration 5Q: 3 clusters Score -1333935 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1334221.750000 Penalty: 4618.210938
	Iteration 6Q: 3 clusters Score -1334222 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1334530.500000 Penalty: 4618.210938
	Iteration 7Q: 3 clusters Score -1334530 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1334827.750000 Penalty: 4618.210938
	Iteration 8Q: 3 clusters Score -1334828 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1335096.000000 Penalty: 4618.210938
	Iteration 9Q: 3 clusters Score -1335096 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1335371.125000 Penalty: 4618.210938
	Iteration 10Q: 3 clusters Score -1335371 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1335617.375000 Penalty: 4618.210938
	Iteration 11Q: 3 clusters Score -1335617 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1335823.750000 Penalty: 4618.210938
	Iteration 12Q: 3 clusters Score -1335824 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1335997.875000 Penalty: 4618.210938
	Iteration 13Q: 3 clusters Score -1335998 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1336117.375000 Penalty: 4618.210938
	Iteration 14Q: 3 clusters Score -1336117 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1336194.750000 Penalty: 4618.210938
	Iteration 15Q: 3 clusters Score -1336195 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1336240.625000 Penalty: 4618.210938
	Iteration 16Q: 3 clusters Score -1336241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1336288.125000 Penalty: 4618.210938
	Iteration 17Q: 3 clusters Score -1336288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1336322.125000 Penalty: 4618.210938
	Iteration 18Q: 3 clusters Score -1336322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1336350.875000 Penalty: 4618.210938
	Iteration 19Q: 3 clusters Score -1336351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1336373.875000 Penalty: 4618.210938
	Iteration 20F: 3 clusters Score -1336374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1336395.750000 Penalty: 4618.210938
	Iteration 21Q: 3 clusters Score -1336396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1336409.500000 Penalty: 4618.210938
	Iteration 22Q: 3 clusters Score -1336410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1336424.125000 Penalty: 4618.210938
	Iteration 23Q: 3 clusters Score -1336424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1336437.125000 Penalty: 4618.210938
	Iteration 24Q: 3 clusters Score -1336437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1336445.625000 Penalty: 4618.210938
	Iteration 25Q: 3 clusters Score -1336446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1336452.500000 Penalty: 4618.210938
	Iteration 26Q: 3 clusters Score -1336452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1336458.875000 Penalty: 4618.210938
	Iteration 27Q: 3 clusters Score -1336459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1336462.375000 Penalty: 4618.210938
	Iteration 28Q: 3 clusters Score -1336462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1336462.500000 Penalty: 4618.210938
	Iteration 29Q: 3 clusters Score -1336462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1336468.750000 Penalty: 4618.210938
	Iteration 30Q: 3 clusters Score -1336469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1336472.875000 Penalty: 4618.210938
	Iteration 31Q: 3 clusters Score -1336473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1336475.375000 Penalty: 4618.210938
	Iteration 32Q: 3 clusters Score -1336475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1336479.875000 Penalty: 4618.210938
	Iteration 33Q: 3 clusters Score -1336480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1336483.000000 Penalty: 4618.210938
	Iteration 34Q: 3 clusters Score -1336483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1336487.750000 Penalty: 4618.210938
	Iteration 35Q: 3 clusters Score -1336488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1336491.750000 Penalty: 4618.210938
	Iteration 36Q: 3 clusters Score -1336492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1336495.000000 Penalty: 4618.210938
	Iteration 37Q: 3 clusters Score -1336495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1336497.625000 Penalty: 4618.210938
	Iteration 38Q: 3 clusters Score -1336498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1336497.125000 Penalty: 4618.210938
	Iteration 39Q: 3 clusters Score -1336497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1336499.000000 Penalty: 4618.210938
	Iteration 40F: 3 clusters Score -1336499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1336499.000000 Penalty: 4618.210938
	Iteration 41Q: 3 clusters Score -1336499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1336499.000000 Penalty: 4618.210938
	Iteration 42F: 3 clusters Score -1336499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (134832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134832 members 
Entering Unmasked Estep 
Score: -16372673.000000 Penalty: 2929.322510
	Iteration 0F: 2 clusters Score -1.637267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
Score: -16282613.000000 Penalty: 5858.645020
	Iteration 0F: 3 clusters Score -1.628261e+07 nChanged 64268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -16319720.000000 Penalty: 5858.645020
	Iteration 1F: 3 clusters Score -1.631972e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -16320705.000000 Penalty: 5858.645020
	Iteration 2Q: 3 clusters Score -1.63207e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -16321723.000000 Penalty: 5858.645020
	Iteration 3Q: 3 clusters Score -1.632172e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
Score: -16322729.000000 Penalty: 5858.645020
	Iteration 4Q: 3 clusters Score -1.632273e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 71548 members 
Entering Unmasked Estep 
Score: -16324038.000000 Penalty: 5858.645020
	Iteration 5Q: 3 clusters Score -1.632404e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -16325458.000000 Penalty: 5858.645020
	Iteration 6Q: 3 clusters Score -1.632546e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -16327232.000000 Penalty: 5858.645020
	Iteration 7Q: 3 clusters Score -1.632723e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -16329507.000000 Penalty: 5858.645020
	Iteration 8Q: 3 clusters Score -1.632951e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
Score: -16332814.000000 Penalty: 5858.645020
	Iteration 9Q: 3 clusters Score -1.633281e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -16337107.000000 Penalty: 5858.645020
	Iteration 10F: 3 clusters Score -1.633711e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -16342342.000000 Penalty: 5858.645020
	Iteration 11F: 3 clusters Score -1.634234e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 102649 members 
Entering Unmasked Estep 
Score: -16347778.000000 Penalty: 5858.645020
	Iteration 12F: 3 clusters Score -1.634778e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 109038 members 
Entering Unmasked Estep 
Score: -16352738.000000 Penalty: 5858.645020
	Iteration 13F: 3 clusters Score -1.635274e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 114506 members 
Entering Unmasked Estep 
Score: -16356837.000000 Penalty: 5858.645020
	Iteration 14Q: 3 clusters Score -1.635684e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 119023 members 
Entering Unmasked Estep 
Score: -16360089.000000 Penalty: 5858.645020
	Iteration 15Q: 3 clusters Score -1.636009e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 122693 members 
Entering Unmasked Estep 
Score: -16362747.000000 Penalty: 5858.645020
	Iteration 16Q: 3 clusters Score -1.636275e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 125615 members 
Entering Unmasked Estep 
Score: -16364780.000000 Penalty: 5858.645020
	Iteration 17Q: 3 clusters Score -1.636478e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 127889 members 
Entering Unmasked Estep 
Score: -16366405.000000 Penalty: 5858.645020
	Iteration 18Q: 3 clusters Score -1.63664e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 129608 members 
Entering Unmasked Estep 
Score: -16367624.000000 Penalty: 5858.645020
	Iteration 19Q: 3 clusters Score -1.636762e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 130845 members 
Entering Unmasked Estep 
Score: -16368479.000000 Penalty: 5858.645020
	Iteration 20F: 3 clusters Score -1.636848e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 131724 members 
Entering Unmasked Estep 
Score: -16369233.000000 Penalty: 5858.645020
	Iteration 21Q: 3 clusters Score -1.636923e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 132334 members 
Entering Unmasked Estep 
Score: -16369675.000000 Penalty: 5858.645020
	Iteration 22Q: 3 clusters Score -1.636968e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 132754 members 
Entering Unmasked Estep 
Score: -16369987.000000 Penalty: 5858.645020
	Iteration 23Q: 3 clusters Score -1.636999e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 133048 members 
Entering Unmasked Estep 
Score: -16370168.000000 Penalty: 5858.645020
	Iteration 24Q: 3 clusters Score -1.637017e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 133254 members 
Entering Unmasked Estep 
Score: -16370280.000000 Penalty: 5858.645020
	Iteration 25Q: 3 clusters Score -1.637028e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 133395 members 
Entering Unmasked Estep 
Score: -16370392.000000 Penalty: 5858.645020
	Iteration 26Q: 3 clusters Score -1.637039e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 133495 members 
Entering Unmasked Estep 
Score: -16370505.000000 Penalty: 5858.645020
	Iteration 27Q: 3 clusters Score -1.63705e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 133562 members 
Entering Unmasked Estep 
Score: -16370559.000000 Penalty: 5858.645020
	Iteration 28Q: 3 clusters Score -1.637056e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 133626 members 
Entering Unmasked Estep 
Score: -16370628.000000 Penalty: 5858.645020
	Iteration 29Q: 3 clusters Score -1.637063e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 133666 members 
Entering Unmasked Estep 
Score: -16370649.000000 Penalty: 5858.645020
	Iteration 30Q: 3 clusters Score -1.637065e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 133699 members 
Entering Unmasked Estep 
Score: -16370655.000000 Penalty: 5858.645020
	Iteration 31Q: 3 clusters Score -1.637066e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 133717 members 
Entering Unmasked Estep 
Score: -16370662.000000 Penalty: 5858.645020
	Iteration 32Q: 3 clusters Score -1.637066e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 133734 members 
Entering Unmasked Estep 
Score: -16370662.000000 Penalty: 5858.645020
	Iteration 33Q: 3 clusters Score -1.637066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 133743 members 
Entering Unmasked Estep 
Score: -16370679.000000 Penalty: 5858.645020
	Iteration 34Q: 3 clusters Score -1.637068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 133753 members 
Entering Unmasked Estep 
Score: -16370676.000000 Penalty: 5858.645020
	Iteration 35Q: 3 clusters Score -1.637068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 133755 members 
Entering Unmasked Estep 
Score: -16370687.000000 Penalty: 5858.645020
	Iteration 36Q: 3 clusters Score -1.637069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 133759 members 
Entering Unmasked Estep 
Score: -16370691.000000 Penalty: 5858.645020
	Iteration 37Q: 3 clusters Score -1.637069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 133769 members 
Entering Unmasked Estep 
Score: -16370700.000000 Penalty: 5858.645020
	Iteration 38Q: 3 clusters Score -1.63707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 133776 members 
Entering Unmasked Estep 
Score: -16370704.000000 Penalty: 5858.645020
	Iteration 39Q: 3 clusters Score -1.63707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 133777 members 
Entering Unmasked Estep 
Score: -16370718.000000 Penalty: 5858.645020
	Iteration 40F: 3 clusters Score -1.637072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 133773 members 
Entering Unmasked Estep 
Score: -16370718.000000 Penalty: 5858.645020
	Iteration 41Q: 3 clusters Score -1.637072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 133771 members 
Entering Unmasked Estep 
Score: -16370719.000000 Penalty: 5858.645020
	Iteration 42Q: 3 clusters Score -1.637072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 133768 members 
Entering Unmasked Estep 
Score: -16370723.000000 Penalty: 5858.645020
	Iteration 43Q: 3 clusters Score -1.637072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 133769 members 
Entering Unmasked Estep 
Score: -16370731.000000 Penalty: 5858.645020
	Iteration 44Q: 3 clusters Score -1.637073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 133766 members 
Entering Unmasked Estep 
Score: -16370715.000000 Penalty: 5858.645020
	Iteration 45Q: 3 clusters Score -1.637072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 133766 members 
Entering Unmasked Estep 
Score: -16370735.000000 Penalty: 5858.645020
	Iteration 46Q: 3 clusters Score -1.637074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 133769 members 
Entering Unmasked Estep 
Score: -16370734.000000 Penalty: 5858.645020
	Iteration 47Q: 3 clusters Score -1.637073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 133771 members 
Entering Unmasked Estep 
Score: -16370727.000000 Penalty: 5858.645020
	Iteration 48Q: 3 clusters Score -1.637073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 133776 members 
Entering Unmasked Estep 
Score: -16370748.000000 Penalty: 5858.645020
	Iteration 49Q: 3 clusters Score -1.637075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 133780 members 
Entering Unmasked Estep 
Score: -16370743.000000 Penalty: 5858.645020
	Iteration 50Q: 3 clusters Score -1.637074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 133786 members 
Entering Unmasked Estep 
Score: -16370749.000000 Penalty: 5858.645020
	Iteration 51Q: 3 clusters Score -1.637075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 133791 members 
Entering Unmasked Estep 
Score: -16370738.000000 Penalty: 5858.645020
	Iteration 52Q: 3 clusters Score -1.637074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 133794 members 
Entering Unmasked Estep 
Score: -16370756.000000 Penalty: 5858.645020
	Iteration 53Q: 3 clusters Score -1.637076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 133800 members 
Entering Unmasked Estep 
Score: -16370777.000000 Penalty: 5858.645020
	Iteration 54Q: 3 clusters Score -1.637078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 133803 members 
Entering Unmasked Estep 
Score: -16370767.000000 Penalty: 5858.645020
	Iteration 55Q: 3 clusters Score -1.637077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 133804 members 
Entering Unmasked Estep 
Score: -16370775.000000 Penalty: 5858.645020
	Iteration 56Q: 3 clusters Score -1.637078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 133805 members 
Entering Unmasked Estep 
Score: -16370773.000000 Penalty: 5858.645020
	Iteration 57Q: 3 clusters Score -1.637077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 133807 members 
Entering Unmasked Estep 
Score: -16370769.000000 Penalty: 5858.645020
	Iteration 58Q: 3 clusters Score -1.637077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 133807 members 
Entering Unmasked Estep 
Score: -16370760.000000 Penalty: 5858.645020
	Iteration 59Q: 3 clusters Score -1.637076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 133808 members 
Entering Unmasked Estep 
Score: -16370776.000000 Penalty: 5858.645020
	Iteration 60F: 3 clusters Score -1.637078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 133812 members 
Entering Unmasked Estep 
Score: -16370772.000000 Penalty: 5858.645020
	Iteration 61Q: 3 clusters Score -1.637077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 133812 members 
Entering Unmasked Estep 
Score: -16370780.000000 Penalty: 5858.645020
	Iteration 62Q: 3 clusters Score -1.637078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 133814 members 
Entering Unmasked Estep 
Score: -16370775.000000 Penalty: 5858.645020
	Iteration 63Q: 3 clusters Score -1.637078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 133815 members 
Entering Unmasked Estep 
Score: -16370779.000000 Penalty: 5858.645020
	Iteration 64Q: 3 clusters Score -1.637078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 133815 members 
Entering Unmasked Estep 
Score: -16370779.000000 Penalty: 5858.645020
	Iteration 65F: 3 clusters Score -1.637078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -772459.812500 Penalty: 2174.336182
	Iteration 0F: 2 clusters Score -772459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -767071.250000 Penalty: 4348.672363
	Iteration 0F: 3 clusters Score -767071.2 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -768492.937500 Penalty: 4348.672363
	Iteration 1F: 3 clusters Score -768492.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -768794.375000 Penalty: 4348.672363
	Iteration 2F: 3 clusters Score -768794.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -768990.562500 Penalty: 4348.672363
	Iteration 3F: 3 clusters Score -768990.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -769149.750000 Penalty: 4348.672363
	Iteration 4Q: 3 clusters Score -769149.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -769306.375000 Penalty: 4348.672363
	Iteration 5Q: 3 clusters Score -769306.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -769461.812500 Penalty: 4348.672363
	Iteration 6Q: 3 clusters Score -769461.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -769605.125000 Penalty: 4348.672363
	Iteration 7Q: 3 clusters Score -769605.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -769746.625000 Penalty: 4348.672363
	Iteration 8Q: 3 clusters Score -769746.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -769885.687500 Penalty: 4348.672363
	Iteration 9Q: 3 clusters Score -769885.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -769997.812500 Penalty: 4348.672363
	Iteration 10Q: 3 clusters Score -769997.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -770083.875000 Penalty: 4348.672363
	Iteration 11Q: 3 clusters Score -770083.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -770156.125000 Penalty: 4348.672363
	Iteration 12Q: 3 clusters Score -770156.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -770211.437500 Penalty: 4348.672363
	Iteration 13Q: 3 clusters Score -770211.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -770253.937500 Penalty: 4348.672363
	Iteration 14Q: 3 clusters Score -770253.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -770286.250000 Penalty: 4348.672363
	Iteration 15Q: 3 clusters Score -770286.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -770312.562500 Penalty: 4348.672363
	Iteration 16Q: 3 clusters Score -770312.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -770332.812500 Penalty: 4348.672363
	Iteration 17Q: 3 clusters Score -770332.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -770342.562500 Penalty: 4348.672363
	Iteration 18Q: 3 clusters Score -770342.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -770349.562500 Penalty: 4348.672363
	Iteration 19Q: 3 clusters Score -770349.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -770355.125000 Penalty: 4348.672363
	Iteration 20F: 3 clusters Score -770355.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -770358.750000 Penalty: 4348.672363
	Iteration 21Q: 3 clusters Score -770358.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -770359.687500 Penalty: 4348.672363
	Iteration 22Q: 3 clusters Score -770359.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -770362.500000 Penalty: 4348.672363
	Iteration 23Q: 3 clusters Score -770362.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -770365.250000 Penalty: 4348.672363
	Iteration 24Q: 3 clusters Score -770365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -770368.437500 Penalty: 4348.672363
	Iteration 25Q: 3 clusters Score -770368.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -770374.750000 Penalty: 4348.672363
	Iteration 26Q: 3 clusters Score -770374.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -770379.687500 Penalty: 4348.672363
	Iteration 27Q: 3 clusters Score -770379.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -770388.187500 Penalty: 4348.672363
	Iteration 28Q: 3 clusters Score -770388.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -770397.187500 Penalty: 4348.672363
	Iteration 29Q: 3 clusters Score -770397.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -770403.437500 Penalty: 4348.672363
	Iteration 30Q: 3 clusters Score -770403.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -770404.312500 Penalty: 4348.672363
	Iteration 31Q: 3 clusters Score -770404.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -770406.875000 Penalty: 4348.672363
	Iteration 32Q: 3 clusters Score -770406.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -770409.625000 Penalty: 4348.672363
	Iteration 33Q: 3 clusters Score -770409.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -770413.250000 Penalty: 4348.672363
	Iteration 34Q: 3 clusters Score -770413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -770416.375000 Penalty: 4348.672363
	Iteration 35Q: 3 clusters Score -770416.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -770419.312500 Penalty: 4348.672363
	Iteration 36Q: 3 clusters Score -770419.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -770422.750000 Penalty: 4348.672363
	Iteration 37Q: 3 clusters Score -770422.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -770426.875000 Penalty: 4348.672363
	Iteration 38Q: 3 clusters Score -770426.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -770428.562500 Penalty: 4348.672363
	Iteration 39Q: 3 clusters Score -770428.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -770432.125000 Penalty: 4348.672363
	Iteration 40F: 3 clusters Score -770432.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -770434.375000 Penalty: 4348.672363
	Iteration 41Q: 3 clusters Score -770434.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -770438.062500 Penalty: 4348.672363
	Iteration 42Q: 3 clusters Score -770438.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -770440.562500 Penalty: 4348.672363
	Iteration 43Q: 3 clusters Score -770440.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -770443.125000 Penalty: 4348.672363
	Iteration 44Q: 3 clusters Score -770443.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -770444.750000 Penalty: 4348.672363
	Iteration 45Q: 3 clusters Score -770444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -770445.375000 Penalty: 4348.672363
	Iteration 46Q: 3 clusters Score -770445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -770448.250000 Penalty: 4348.672363
	Iteration 47Q: 3 clusters Score -770448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -770449.187500 Penalty: 4348.672363
	Iteration 48Q: 3 clusters Score -770449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -770449.375000 Penalty: 4348.672363
	Iteration 49Q: 3 clusters Score -770449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -770449.625000 Penalty: 4348.672363
	Iteration 50Q: 3 clusters Score -770449.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -770449.812500 Penalty: 4348.672363
	Iteration 51Q: 3 clusters Score -770449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -770451.687500 Penalty: 4348.672363
	Iteration 52Q: 3 clusters Score -770451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -770450.062500 Penalty: 4348.672363
	Iteration 53Q: 3 clusters Score -770450.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -770452.250000 Penalty: 4348.672363
	Iteration 54Q: 3 clusters Score -770452.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -770452.250000 Penalty: 4348.672363
	Iteration 55F: 3 clusters Score -770452.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Entering Unmasked Estep 
Score: -2160478.000000 Penalty: 2421.727539
	Iteration 0F: 2 clusters Score -2160478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2148026.000000 Penalty: 4843.455078
	Iteration 0F: 3 clusters Score -2148026 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2152110.000000 Penalty: 4843.455078
	Iteration 1F: 3 clusters Score -2152110 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2152729.000000 Penalty: 4843.455078
	Iteration 2F: 3 clusters Score -2152729 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2153411.000000 Penalty: 4843.455078
	Iteration 3F: 3 clusters Score -2153411 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2154179.500000 Penalty: 4843.455078
	Iteration 4F: 3 clusters Score -2154180 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2155128.750000 Penalty: 4843.455078
	Iteration 5F: 3 clusters Score -2155129 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2156170.250000 Penalty: 4843.455078
	Iteration 6F: 3 clusters Score -2156170 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2157050.500000 Penalty: 4843.455078
	Iteration 7F: 3 clusters Score -2157050 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2157703.250000 Penalty: 4843.455078
	Iteration 8F: 3 clusters Score -2157703 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2158130.750000 Penalty: 4843.455078
	Iteration 9Q: 3 clusters Score -2158131 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2158403.500000 Penalty: 4843.455078
	Iteration 10Q: 3 clusters Score -2158404 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2158580.500000 Penalty: 4843.455078
	Iteration 11Q: 3 clusters Score -2158580 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2158691.000000 Penalty: 4843.455078
	Iteration 12Q: 3 clusters Score -2158691 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2158777.750000 Penalty: 4843.455078
	Iteration 13Q: 3 clusters Score -2158778 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2158844.250000 Penalty: 4843.455078
	Iteration 14Q: 3 clusters Score -2158844 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2158889.500000 Penalty: 4843.455078
	Iteration 15Q: 3 clusters Score -2158890 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2158930.250000 Penalty: 4843.455078
	Iteration 16Q: 3 clusters Score -2158930 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2158960.250000 Penalty: 4843.455078
	Iteration 17Q: 3 clusters Score -2158960 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2158987.750000 Penalty: 4843.455078
	Iteration 18Q: 3 clusters Score -2158988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2159025.250000 Penalty: 4843.455078
	Iteration 19Q: 3 clusters Score -2159025 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2159053.500000 Penalty: 4843.455078
	Iteration 20F: 3 clusters Score -2159054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2159076.250000 Penalty: 4843.455078
	Iteration 21Q: 3 clusters Score -2159076 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2159108.000000 Penalty: 4843.455078
	Iteration 22Q: 3 clusters Score -2159108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2159144.500000 Penalty: 4843.455078
	Iteration 23Q: 3 clusters Score -2159144 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2159171.500000 Penalty: 4843.455078
	Iteration 24Q: 3 clusters Score -2159172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2159208.000000 Penalty: 4843.455078
	Iteration 25Q: 3 clusters Score -2159208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2159254.000000 Penalty: 4843.455078
	Iteration 26Q: 3 clusters Score -2159254 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2159290.500000 Penalty: 4843.455078
	Iteration 27Q: 3 clusters Score -2159290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2159320.000000 Penalty: 4843.455078
	Iteration 28Q: 3 clusters Score -2159320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2159331.500000 Penalty: 4843.455078
	Iteration 29Q: 3 clusters Score -2159332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2159340.000000 Penalty: 4843.455078
	Iteration 30Q: 3 clusters Score -2159340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2159351.750000 Penalty: 4843.455078
	Iteration 31Q: 3 clusters Score -2159352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2159368.750000 Penalty: 4843.455078
	Iteration 32Q: 3 clusters Score -2159369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2159376.000000 Penalty: 4843.455078
	Iteration 33Q: 3 clusters Score -2159376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2159387.000000 Penalty: 4843.455078
	Iteration 34Q: 3 clusters Score -2159387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2159400.250000 Penalty: 4843.455078
	Iteration 35Q: 3 clusters Score -2159400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2159401.500000 Penalty: 4843.455078
	Iteration 36Q: 3 clusters Score -2159402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2159405.000000 Penalty: 4843.455078
	Iteration 37Q: 3 clusters Score -2159405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2159409.750000 Penalty: 4843.455078
	Iteration 38Q: 3 clusters Score -2159410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2159412.500000 Penalty: 4843.455078
	Iteration 39Q: 3 clusters Score -2159412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2159412.750000 Penalty: 4843.455078
	Iteration 40F: 3 clusters Score -2159413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2159422.250000 Penalty: 4843.455078
	Iteration 41Q: 3 clusters Score -2159422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2159417.250000 Penalty: 4843.455078
	Iteration 42Q: 3 clusters Score -2159417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2159415.250000 Penalty: 4843.455078
	Iteration 43Q: 3 clusters Score -2159415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2159419.250000 Penalty: 4843.455078
	Iteration 44Q: 3 clusters Score -2159419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2159426.750000 Penalty: 4843.455078
	Iteration 45Q: 3 clusters Score -2159427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2159421.750000 Penalty: 4843.455078
	Iteration 46Q: 3 clusters Score -2159422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2159425.750000 Penalty: 4843.455078
	Iteration 47Q: 3 clusters Score -2159426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2159427.500000 Penalty: 4843.455078
	Iteration 48Q: 3 clusters Score -2159428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2159432.750000 Penalty: 4843.455078
	Iteration 49Q: 3 clusters Score -2159433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2159432.250000 Penalty: 4843.455078
	Iteration 50Q: 3 clusters Score -2159432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2159432.750000 Penalty: 4843.455078
	Iteration 51Q: 3 clusters Score -2159433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2159432.500000 Penalty: 4843.455078
	Iteration 52Q: 3 clusters Score -2159432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2159432.750000 Penalty: 4843.455078
	Iteration 53Q: 3 clusters Score -2159433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2159435.250000 Penalty: 4843.455078
	Iteration 54Q: 3 clusters Score -2159435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2159438.750000 Penalty: 4843.455078
	Iteration 55Q: 3 clusters Score -2159439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2159447.500000 Penalty: 4843.455078
	Iteration 56Q: 3 clusters Score -2159448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2159453.750000 Penalty: 4843.455078
	Iteration 57Q: 3 clusters Score -2159454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2159454.750000 Penalty: 4843.455078
	Iteration 58Q: 3 clusters Score -2159455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2159454.500000 Penalty: 4843.455078
	Iteration 59Q: 3 clusters Score -2159454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2159455.250000 Penalty: 4843.455078
	Iteration 60F: 3 clusters Score -2159455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2159455.500000 Penalty: 4843.455078
	Iteration 61Q: 3 clusters Score -2159456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2159455.250000 Penalty: 4843.455078
	Iteration 62Q: 3 clusters Score -2159455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2159456.000000 Penalty: 4843.455078
	Iteration 63Q: 3 clusters Score -2159456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2159456.500000 Penalty: 4843.455078
	Iteration 64Q: 3 clusters Score -2159456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2159456.500000 Penalty: 4843.455078
	Iteration 65F: 3 clusters Score -2159456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Entering Unmasked Estep 
Score: -958787.187500 Penalty: 2228.824951
	Iteration 0F: 2 clusters Score -958787.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -952424.437500 Penalty: 4457.649902
	Iteration 0F: 3 clusters Score -952424.4 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -954156.437500 Penalty: 4457.649902
	Iteration 1F: 3 clusters Score -954156.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -954416.250000 Penalty: 4457.649902
	Iteration 2F: 3 clusters Score -954416.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -954602.125000 Penalty: 4457.649902
	Iteration 3Q: 3 clusters Score -954602.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -954755.750000 Penalty: 4457.649902
	Iteration 4Q: 3 clusters Score -954755.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -954901.000000 Penalty: 4457.649902
	Iteration 5Q: 3 clusters Score -954901 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -955019.437500 Penalty: 4457.649902
	Iteration 6Q: 3 clusters Score -955019.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -955124.562500 Penalty: 4457.649902
	Iteration 7Q: 3 clusters Score -955124.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -955227.562500 Penalty: 4457.649902
	Iteration 8Q: 3 clusters Score -955227.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -955340.125000 Penalty: 4457.649902
	Iteration 9Q: 3 clusters Score -955340.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -955451.375000 Penalty: 4457.649902
	Iteration 10Q: 3 clusters Score -955451.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -955570.187500 Penalty: 4457.649902
	Iteration 11Q: 3 clusters Score -955570.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -955707.437500 Penalty: 4457.649902
	Iteration 12Q: 3 clusters Score -955707.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -955838.187500 Penalty: 4457.649902
	Iteration 13Q: 3 clusters Score -955838.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -955952.375000 Penalty: 4457.649902
	Iteration 14Q: 3 clusters Score -955952.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -956075.500000 Penalty: 4457.649902
	Iteration 15Q: 3 clusters Score -956075.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -956195.750000 Penalty: 4457.649902
	Iteration 16Q: 3 clusters Score -956195.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -956313.937500 Penalty: 4457.649902
	Iteration 17Q: 3 clusters Score -956313.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -956423.750000 Penalty: 4457.649902
	Iteration 18Q: 3 clusters Score -956423.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -956515.875000 Penalty: 4457.649902
	Iteration 19Q: 3 clusters Score -956515.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -956606.062500 Penalty: 4457.649902
	Iteration 20F: 3 clusters Score -956606.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -956696.562500 Penalty: 4457.649902
	Iteration 21Q: 3 clusters Score -956696.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -956764.125000 Penalty: 4457.649902
	Iteration 22Q: 3 clusters Score -956764.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -956837.687500 Penalty: 4457.649902
	Iteration 23Q: 3 clusters Score -956837.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -956888.625000 Penalty: 4457.649902
	Iteration 24Q: 3 clusters Score -956888.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -956930.187500 Penalty: 4457.649902
	Iteration 25Q: 3 clusters Score -956930.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -956960.562500 Penalty: 4457.649902
	Iteration 26Q: 3 clusters Score -956960.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -956972.625000 Penalty: 4457.649902
	Iteration 27Q: 3 clusters Score -956972.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -956990.875000 Penalty: 4457.649902
	Iteration 28Q: 3 clusters Score -956990.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -957004.750000 Penalty: 4457.649902
	Iteration 29Q: 3 clusters Score -957004.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -957025.437500 Penalty: 4457.649902
	Iteration 30Q: 3 clusters Score -957025.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -957041.500000 Penalty: 4457.649902
	Iteration 31Q: 3 clusters Score -957041.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -957049.125000 Penalty: 4457.649902
	Iteration 32Q: 3 clusters Score -957049.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -957055.437500 Penalty: 4457.649902
	Iteration 33Q: 3 clusters Score -957055.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -957063.937500 Penalty: 4457.649902
	Iteration 34Q: 3 clusters Score -957063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -957068.187500 Penalty: 4457.649902
	Iteration 35Q: 3 clusters Score -957068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -957075.312500 Penalty: 4457.649902
	Iteration 36Q: 3 clusters Score -957075.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -957079.500000 Penalty: 4457.649902
	Iteration 37Q: 3 clusters Score -957079.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -957084.437500 Penalty: 4457.649902
	Iteration 38Q: 3 clusters Score -957084.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -957092.125000 Penalty: 4457.649902
	Iteration 39Q: 3 clusters Score -957092.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -957096.812500 Penalty: 4457.649902
	Iteration 40F: 3 clusters Score -957096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -957098.500000 Penalty: 4457.649902
	Iteration 41Q: 3 clusters Score -957098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -957101.062500 Penalty: 4457.649902
	Iteration 42Q: 3 clusters Score -957101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -957102.875000 Penalty: 4457.649902
	Iteration 43Q: 3 clusters Score -957102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -957106.062500 Penalty: 4457.649902
	Iteration 44Q: 3 clusters Score -957106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -957111.437500 Penalty: 4457.649902
	Iteration 45Q: 3 clusters Score -957111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -957114.375000 Penalty: 4457.649902
	Iteration 46Q: 3 clusters Score -957114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -957115.125000 Penalty: 4457.649902
	Iteration 47Q: 3 clusters Score -957115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -957116.437500 Penalty: 4457.649902
	Iteration 48Q: 3 clusters Score -957116.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -957118.187500 Penalty: 4457.649902
	Iteration 49Q: 3 clusters Score -957118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -957119.125000 Penalty: 4457.649902
	Iteration 50Q: 3 clusters Score -957119.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -957120.125000 Penalty: 4457.649902
	Iteration 51Q: 3 clusters Score -957120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -957125.000000 Penalty: 4457.649902
	Iteration 52Q: 3 clusters Score -957125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -957128.000000 Penalty: 4457.649902
	Iteration 53Q: 3 clusters Score -957128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -957130.687500 Penalty: 4457.649902
	Iteration 54Q: 3 clusters Score -957130.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -957136.937500 Penalty: 4457.649902
	Iteration 55Q: 3 clusters Score -957136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -957138.312500 Penalty: 4457.649902
	Iteration 56Q: 3 clusters Score -957138.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -957142.437500 Penalty: 4457.649902
	Iteration 57Q: 3 clusters Score -957142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -957141.937500 Penalty: 4457.649902
	Iteration 58Q: 3 clusters Score -957141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -957142.312500 Penalty: 4457.649902
	Iteration 59Q: 3 clusters Score -957142.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -957142.312500 Penalty: 4457.649902
	Iteration 60F: 3 clusters Score -957142.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Entering Unmasked Estep 
Score: -1772841.875000 Penalty: 2383.177246
	Iteration 0F: 2 clusters Score -1772842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1762020.000000 Penalty: 4766.354492
	Iteration 0F: 3 clusters Score -1762020 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1765621.250000 Penalty: 4766.354492
	Iteration 1F: 3 clusters Score -1765621 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1766188.875000 Penalty: 4766.354492
	Iteration 2F: 3 clusters Score -1766189 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1766701.375000 Penalty: 4766.354492
	Iteration 3F: 3 clusters Score -1766701 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1767306.625000 Penalty: 4766.354492
	Iteration 4F: 3 clusters Score -1767307 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1767950.750000 Penalty: 4766.354492
	Iteration 5F: 3 clusters Score -1767951 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1768554.000000 Penalty: 4766.354492
	Iteration 6F: 3 clusters Score -1768554 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1769113.875000 Penalty: 4766.354492
	Iteration 7F: 3 clusters Score -1769114 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1769517.000000 Penalty: 4766.354492
	Iteration 8Q: 3 clusters Score -1769517 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1769844.125000 Penalty: 4766.354492
	Iteration 9Q: 3 clusters Score -1769844 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1770097.875000 Penalty: 4766.354492
	Iteration 10Q: 3 clusters Score -1770098 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1770282.375000 Penalty: 4766.354492
	Iteration 11Q: 3 clusters Score -1770282 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1770418.750000 Penalty: 4766.354492
	Iteration 12Q: 3 clusters Score -1770419 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1770535.625000 Penalty: 4766.354492
	Iteration 13Q: 3 clusters Score -1770536 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1770629.375000 Penalty: 4766.354492
	Iteration 14Q: 3 clusters Score -1770629 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1770700.250000 Penalty: 4766.354492
	Iteration 15Q: 3 clusters Score -1770700 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1770761.500000 Penalty: 4766.354492
	Iteration 16Q: 3 clusters Score -1770762 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1770802.375000 Penalty: 4766.354492
	Iteration 17Q: 3 clusters Score -1770802 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1770836.250000 Penalty: 4766.354492
	Iteration 18Q: 3 clusters Score -1770836 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1770876.875000 Penalty: 4766.354492
	Iteration 19Q: 3 clusters Score -1770877 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1770901.875000 Penalty: 4766.354492
	Iteration 20F: 3 clusters Score -1770902 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1770942.250000 Penalty: 4766.354492
	Iteration 21Q: 3 clusters Score -1770942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1770964.750000 Penalty: 4766.354492
	Iteration 22Q: 3 clusters Score -1770965 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1771009.250000 Penalty: 4766.354492
	Iteration 23Q: 3 clusters Score -1771009 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1771063.250000 Penalty: 4766.354492
	Iteration 24Q: 3 clusters Score -1771063 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1771138.375000 Penalty: 4766.354492
	Iteration 25Q: 3 clusters Score -1771138 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1771255.500000 Penalty: 4766.354492
	Iteration 26Q: 3 clusters Score -1771256 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1771476.125000 Penalty: 4766.354492
	Iteration 27Q: 3 clusters Score -1771476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1771674.000000 Penalty: 4766.354492
	Iteration 28Q: 3 clusters Score -1771674 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1771778.750000 Penalty: 4766.354492
	Iteration 29Q: 3 clusters Score -1771779 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1771839.250000 Penalty: 4766.354492
	Iteration 30Q: 3 clusters Score -1771839 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1771859.375000 Penalty: 4766.354492
	Iteration 31Q: 3 clusters Score -1771859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1771868.625000 Penalty: 4766.354492
	Iteration 32Q: 3 clusters Score -1771869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1771872.250000 Penalty: 4766.354492
	Iteration 33Q: 3 clusters Score -1771872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1771878.750000 Penalty: 4766.354492
	Iteration 34Q: 3 clusters Score -1771879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1771878.750000 Penalty: 4766.354492
	Iteration 35Q: 3 clusters Score -1771879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1771889.125000 Penalty: 4766.354492
	Iteration 36Q: 3 clusters Score -1771889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1771890.125000 Penalty: 4766.354492
	Iteration 37Q: 3 clusters Score -1771890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1771889.125000 Penalty: 4766.354492
	Iteration 38Q: 3 clusters Score -1771889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1771889.125000 Penalty: 4766.354492
	Iteration 39Q: 3 clusters Score -1771889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1771887.750000 Penalty: 4766.354492
	Iteration 40F: 3 clusters Score -1771888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1771889.500000 Penalty: 4766.354492
	Iteration 41Q: 3 clusters Score -1771890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1771889.500000 Penalty: 4766.354492
	Iteration 42F: 3 clusters Score -1771890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Entering Unmasked Estep 
Score: -726707.187500 Penalty: 2170.169434
	Iteration 0F: 2 clusters Score -726707.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -721403.687500 Penalty: 4340.338867
	Iteration 0F: 3 clusters Score -721403.7 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -722880.687500 Penalty: 4340.338867
	Iteration 1F: 3 clusters Score -722880.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -723188.000000 Penalty: 4340.338867
	Iteration 2F: 3 clusters Score -723188 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -723426.812500 Penalty: 4340.338867
	Iteration 3F: 3 clusters Score -723426.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -723592.000000 Penalty: 4340.338867
	Iteration 4Q: 3 clusters Score -723592 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -723743.625000 Penalty: 4340.338867
	Iteration 5Q: 3 clusters Score -723743.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -723883.562500 Penalty: 4340.338867
	Iteration 6Q: 3 clusters Score -723883.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -724003.875000 Penalty: 4340.338867
	Iteration 7Q: 3 clusters Score -724003.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -724099.875000 Penalty: 4340.338867
	Iteration 8Q: 3 clusters Score -724099.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -724199.687500 Penalty: 4340.338867
	Iteration 9Q: 3 clusters Score -724199.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -724290.687500 Penalty: 4340.338867
	Iteration 10Q: 3 clusters Score -724290.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -724392.500000 Penalty: 4340.338867
	Iteration 11Q: 3 clusters Score -724392.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -724489.812500 Penalty: 4340.338867
	Iteration 12Q: 3 clusters Score -724489.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -724576.312500 Penalty: 4340.338867
	Iteration 13Q: 3 clusters Score -724576.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -724657.312500 Penalty: 4340.338867
	Iteration 14Q: 3 clusters Score -724657.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -724743.000000 Penalty: 4340.338867
	Iteration 15Q: 3 clusters Score -724743 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -724811.000000 Penalty: 4340.338867
	Iteration 16Q: 3 clusters Score -724811 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -724857.250000 Penalty: 4340.338867
	Iteration 17Q: 3 clusters Score -724857.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -724895.625000 Penalty: 4340.338867
	Iteration 18Q: 3 clusters Score -724895.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -724933.625000 Penalty: 4340.338867
	Iteration 19Q: 3 clusters Score -724933.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -724976.375000 Penalty: 4340.338867
	Iteration 20F: 3 clusters Score -724976.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -725020.625000 Penalty: 4340.338867
	Iteration 21Q: 3 clusters Score -725020.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -725075.937500 Penalty: 4340.338867
	Iteration 22Q: 3 clusters Score -725075.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -725137.187500 Penalty: 4340.338867
	Iteration 23Q: 3 clusters Score -725137.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -725223.312500 Penalty: 4340.338867
	Iteration 24Q: 3 clusters Score -725223.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -725303.562500 Penalty: 4340.338867
	Iteration 25Q: 3 clusters Score -725303.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -725394.312500 Penalty: 4340.338867
	Iteration 26Q: 3 clusters Score -725394.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -725470.000000 Penalty: 4340.338867
	Iteration 27Q: 3 clusters Score -725470 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -725537.250000 Penalty: 4340.338867
	Iteration 28Q: 3 clusters Score -725537.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -725603.500000 Penalty: 4340.338867
	Iteration 29Q: 3 clusters Score -725603.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -725686.687500 Penalty: 4340.338867
	Iteration 30Q: 3 clusters Score -725686.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -725760.937500 Penalty: 4340.338867
	Iteration 31Q: 3 clusters Score -725760.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -725792.625000 Penalty: 4340.338867
	Iteration 32Q: 3 clusters Score -725792.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -725814.250000 Penalty: 4340.338867
	Iteration 33Q: 3 clusters Score -725814.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -725829.937500 Penalty: 4340.338867
	Iteration 34Q: 3 clusters Score -725829.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -725845.562500 Penalty: 4340.338867
	Iteration 35Q: 3 clusters Score -725845.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -725856.062500 Penalty: 4340.338867
	Iteration 36Q: 3 clusters Score -725856.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -725866.375000 Penalty: 4340.338867
	Iteration 37Q: 3 clusters Score -725866.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -725874.375000 Penalty: 4340.338867
	Iteration 38Q: 3 clusters Score -725874.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -725881.062500 Penalty: 4340.338867
	Iteration 39Q: 3 clusters Score -725881.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -725883.875000 Penalty: 4340.338867
	Iteration 40F: 3 clusters Score -725883.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -725888.250000 Penalty: 4340.338867
	Iteration 41Q: 3 clusters Score -725888.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -725891.375000 Penalty: 4340.338867
	Iteration 42Q: 3 clusters Score -725891.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -725893.000000 Penalty: 4340.338867
	Iteration 43Q: 3 clusters Score -725893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -725895.437500 Penalty: 4340.338867
	Iteration 44Q: 3 clusters Score -725895.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -725896.375000 Penalty: 4340.338867
	Iteration 45Q: 3 clusters Score -725896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -725896.687500 Penalty: 4340.338867
	Iteration 46Q: 3 clusters Score -725896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -725896.812500 Penalty: 4340.338867
	Iteration 47Q: 3 clusters Score -725896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -725899.625000 Penalty: 4340.338867
	Iteration 48Q: 3 clusters Score -725899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -725900.750000 Penalty: 4340.338867
	Iteration 49Q: 3 clusters Score -725900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -725902.125000 Penalty: 4340.338867
	Iteration 50Q: 3 clusters Score -725902.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -725902.750000 Penalty: 4340.338867
	Iteration 51Q: 3 clusters Score -725902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -725900.875000 Penalty: 4340.338867
	Iteration 52Q: 3 clusters Score -725900.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -725900.812500 Penalty: 4340.338867
	Iteration 53Q: 3 clusters Score -725900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -725900.812500 Penalty: 4340.338867
	Iteration 54F: 3 clusters Score -725900.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Entering Unmasked Estep 
Score: -332802.875000 Penalty: 1966.691162
	Iteration 0F: 2 clusters Score -332802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -329649.000000 Penalty: 3933.382324
	Iteration 0F: 3 clusters Score -329649 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -330282.656250 Penalty: 3933.382324
	Iteration 1F: 3 clusters Score -330282.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -330416.687500 Penalty: 3933.382324
	Iteration 2F: 3 clusters Score -330416.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -330487.750000 Penalty: 3933.382324
	Iteration 3Q: 3 clusters Score -330487.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -330529.718750 Penalty: 3933.382324
	Iteration 4Q: 3 clusters Score -330529.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -330562.062500 Penalty: 3933.382324
	Iteration 5Q: 3 clusters Score -330562.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -330579.500000 Penalty: 3933.382324
	Iteration 6Q: 3 clusters Score -330579.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -330593.250000 Penalty: 3933.382324
	Iteration 7Q: 3 clusters Score -330593.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -330602.281250 Penalty: 3933.382324
	Iteration 8Q: 3 clusters Score -330602.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -330610.125000 Penalty: 3933.382324
	Iteration 9Q: 3 clusters Score -330610.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -330619.843750 Penalty: 3933.382324
	Iteration 10Q: 3 clusters Score -330619.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -330625.218750 Penalty: 3933.382324
	Iteration 11Q: 3 clusters Score -330625.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -330629.406250 Penalty: 3933.382324
	Iteration 12Q: 3 clusters Score -330629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -330633.718750 Penalty: 3933.382324
	Iteration 13Q: 3 clusters Score -330633.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -330637.687500 Penalty: 3933.382324
	Iteration 14Q: 3 clusters Score -330637.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -330640.343750 Penalty: 3933.382324
	Iteration 15Q: 3 clusters Score -330640.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -330644.406250 Penalty: 3933.382324
	Iteration 16Q: 3 clusters Score -330644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -330646.656250 Penalty: 3933.382324
	Iteration 17Q: 3 clusters Score -330646.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -330650.593750 Penalty: 3933.382324
	Iteration 18Q: 3 clusters Score -330650.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -330653.031250 Penalty: 3933.382324
	Iteration 19Q: 3 clusters Score -330653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -330655.093750 Penalty: 3933.382324
	Iteration 20F: 3 clusters Score -330655.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -330656.531250 Penalty: 3933.382324
	Iteration 21Q: 3 clusters Score -330656.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -330658.093750 Penalty: 3933.382324
	Iteration 22Q: 3 clusters Score -330658.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -330659.968750 Penalty: 3933.382324
	Iteration 23Q: 3 clusters Score -330660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -330661.031250 Penalty: 3933.382324
	Iteration 24Q: 3 clusters Score -330661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -330662.156250 Penalty: 3933.382324
	Iteration 25Q: 3 clusters Score -330662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -330664.562500 Penalty: 3933.382324
	Iteration 26Q: 3 clusters Score -330664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -330665.437500 Penalty: 3933.382324
	Iteration 27Q: 3 clusters Score -330665.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -330666.156250 Penalty: 3933.382324
	Iteration 28Q: 3 clusters Score -330666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -330666.687500 Penalty: 3933.382324
	Iteration 29Q: 3 clusters Score -330666.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -330666.687500 Penalty: 3933.382324
	Iteration 30F: 3 clusters Score -330666.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -330757.312500 Penalty: 1973.206177
	Iteration 0F: 2 clusters Score -330757.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -327613.437500 Penalty: 3946.412354
	Iteration 0F: 3 clusters Score -327613.4 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -328207.531250 Penalty: 3946.412354
	Iteration 1F: 3 clusters Score -328207.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -328358.156250 Penalty: 3946.412354
	Iteration 2F: 3 clusters Score -328358.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -328451.000000 Penalty: 3946.412354
	Iteration 3Q: 3 clusters Score -328451 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -328520.437500 Penalty: 3946.412354
	Iteration 4Q: 3 clusters Score -328520.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -328580.218750 Penalty: 3946.412354
	Iteration 5Q: 3 clusters Score -328580.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -328625.687500 Penalty: 3946.412354
	Iteration 6Q: 3 clusters Score -328625.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -328658.000000 Penalty: 3946.412354
	Iteration 7Q: 3 clusters Score -328658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -328688.937500 Penalty: 3946.412354
	Iteration 8Q: 3 clusters Score -328688.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -328716.531250 Penalty: 3946.412354
	Iteration 9Q: 3 clusters Score -328716.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -328740.468750 Penalty: 3946.412354
	Iteration 10Q: 3 clusters Score -328740.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -328765.093750 Penalty: 3946.412354
	Iteration 11Q: 3 clusters Score -328765.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -328796.843750 Penalty: 3946.412354
	Iteration 12Q: 3 clusters Score -328796.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -328843.062500 Penalty: 3946.412354
	Iteration 13Q: 3 clusters Score -328843.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -328873.375000 Penalty: 3946.412354
	Iteration 14Q: 3 clusters Score -328873.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -328905.500000 Penalty: 3946.412354
	Iteration 15Q: 3 clusters Score -328905.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -328944.156250 Penalty: 3946.412354
	Iteration 16Q: 3 clusters Score -328944.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -328987.750000 Penalty: 3946.412354
	Iteration 17Q: 3 clusters Score -328987.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -329030.250000 Penalty: 3946.412354
	Iteration 18Q: 3 clusters Score -329030.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -329071.406250 Penalty: 3946.412354
	Iteration 19Q: 3 clusters Score -329071.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -329118.375000 Penalty: 3946.412354
	Iteration 20F: 3 clusters Score -329118.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -329159.406250 Penalty: 3946.412354
	Iteration 21Q: 3 clusters Score -329159.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -329199.312500 Penalty: 3946.412354
	Iteration 22Q: 3 clusters Score -329199.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -329233.343750 Penalty: 3946.412354
	Iteration 23Q: 3 clusters Score -329233.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -329270.437500 Penalty: 3946.412354
	Iteration 24Q: 3 clusters Score -329270.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -329308.281250 Penalty: 3946.412354
	Iteration 25Q: 3 clusters Score -329308.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -329345.375000 Penalty: 3946.412354
	Iteration 26Q: 3 clusters Score -329345.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -329387.906250 Penalty: 3946.412354
	Iteration 27Q: 3 clusters Score -329387.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -329420.875000 Penalty: 3946.412354
	Iteration 28Q: 3 clusters Score -329420.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -329441.156250 Penalty: 3946.412354
	Iteration 29Q: 3 clusters Score -329441.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -329456.593750 Penalty: 3946.412354
	Iteration 30Q: 3 clusters Score -329456.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -329466.500000 Penalty: 3946.412354
	Iteration 31Q: 3 clusters Score -329466.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -329472.937500 Penalty: 3946.412354
	Iteration 32Q: 3 clusters Score -329472.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -329480.312500 Penalty: 3946.412354
	Iteration 33Q: 3 clusters Score -329480.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -329486.281250 Penalty: 3946.412354
	Iteration 34Q: 3 clusters Score -329486.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -329492.750000 Penalty: 3946.412354
	Iteration 35Q: 3 clusters Score -329492.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -329499.250000 Penalty: 3946.412354
	Iteration 36Q: 3 clusters Score -329499.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -329503.968750 Penalty: 3946.412354
	Iteration 37Q: 3 clusters Score -329504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -329507.875000 Penalty: 3946.412354
	Iteration 38Q: 3 clusters Score -329507.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -329509.593750 Penalty: 3946.412354
	Iteration 39Q: 3 clusters Score -329509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -329509.875000 Penalty: 3946.412354
	Iteration 40F: 3 clusters Score -329509.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -172710.890625 Penalty: 1807.992554
	Iteration 0F: 2 clusters Score -172710.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -170449.078125 Penalty: 3615.985107
	Iteration 0F: 3 clusters Score -170449.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -170829.593750 Penalty: 3615.985107
	Iteration 1F: 3 clusters Score -170829.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -170945.875000 Penalty: 3615.985107
	Iteration 2F: 3 clusters Score -170945.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -171026.796875 Penalty: 3615.985107
	Iteration 3Q: 3 clusters Score -171026.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -171093.859375 Penalty: 3615.985107
	Iteration 4Q: 3 clusters Score -171093.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -171141.187500 Penalty: 3615.985107
	Iteration 5Q: 3 clusters Score -171141.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -171196.375000 Penalty: 3615.985107
	Iteration 6Q: 3 clusters Score -171196.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -171245.031250 Penalty: 3615.985107
	Iteration 7Q: 3 clusters Score -171245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -171278.578125 Penalty: 3615.985107
	Iteration 8Q: 3 clusters Score -171278.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -171308.125000 Penalty: 3615.985107
	Iteration 9Q: 3 clusters Score -171308.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -171334.968750 Penalty: 3615.985107
	Iteration 10Q: 3 clusters Score -171335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -171360.093750 Penalty: 3615.985107
	Iteration 11Q: 3 clusters Score -171360.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -171380.109375 Penalty: 3615.985107
	Iteration 12Q: 3 clusters Score -171380.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -171412.687500 Penalty: 3615.985107
	Iteration 13Q: 3 clusters Score -171412.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -171434.656250 Penalty: 3615.985107
	Iteration 14Q: 3 clusters Score -171434.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -171457.343750 Penalty: 3615.985107
	Iteration 15Q: 3 clusters Score -171457.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -171496.078125 Penalty: 3615.985107
	Iteration 16Q: 3 clusters Score -171496.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -171534.578125 Penalty: 3615.985107
	Iteration 17Q: 3 clusters Score -171534.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -171556.046875 Penalty: 3615.985107
	Iteration 18Q: 3 clusters Score -171556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -171571.296875 Penalty: 3615.985107
	Iteration 19Q: 3 clusters Score -171571.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -171585.453125 Penalty: 3615.985107
	Iteration 20F: 3 clusters Score -171585.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -171595.046875 Penalty: 3615.985107
	Iteration 21Q: 3 clusters Score -171595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -171596.484375 Penalty: 3615.985107
	Iteration 22Q: 3 clusters Score -171596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -171597.875000 Penalty: 3615.985107
	Iteration 23Q: 3 clusters Score -171597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -171599.671875 Penalty: 3615.985107
	Iteration 24Q: 3 clusters Score -171599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -171601.593750 Penalty: 3615.985107
	Iteration 25Q: 3 clusters Score -171601.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -171604.843750 Penalty: 3615.985107
	Iteration 26Q: 3 clusters Score -171604.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -171612.125000 Penalty: 3615.985107
	Iteration 27Q: 3 clusters Score -171612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -171615.875000 Penalty: 3615.985107
	Iteration 28Q: 3 clusters Score -171615.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -171620.687500 Penalty: 3615.985107
	Iteration 29Q: 3 clusters Score -171620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -171623.843750 Penalty: 3615.985107
	Iteration 30Q: 3 clusters Score -171623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -171627.062500 Penalty: 3615.985107
	Iteration 31Q: 3 clusters Score -171627.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -171627.062500 Penalty: 3615.985107
	Iteration 32F: 3 clusters Score -171627.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Entering Unmasked Estep 
Score: -605541.500000 Penalty: 2105.781494
	Iteration 0F: 2 clusters Score -605541.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -601096.812500 Penalty: 4211.562988
	Iteration 0F: 3 clusters Score -601096.8 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -602165.375000 Penalty: 4211.562988
	Iteration 1F: 3 clusters Score -602165.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -602452.062500 Penalty: 4211.562988
	Iteration 2F: 3 clusters Score -602452.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -602658.875000 Penalty: 4211.562988
	Iteration 3F: 3 clusters Score -602658.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -602839.500000 Penalty: 4211.562988
	Iteration 4Q: 3 clusters Score -602839.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -603010.125000 Penalty: 4211.562988
	Iteration 5Q: 3 clusters Score -603010.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -603181.812500 Penalty: 4211.562988
	Iteration 6Q: 3 clusters Score -603181.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -603360.500000 Penalty: 4211.562988
	Iteration 7Q: 3 clusters Score -603360.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -603513.375000 Penalty: 4211.562988
	Iteration 8Q: 3 clusters Score -603513.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -603625.312500 Penalty: 4211.562988
	Iteration 9Q: 3 clusters Score -603625.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -603733.875000 Penalty: 4211.562988
	Iteration 10Q: 3 clusters Score -603733.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -603844.562500 Penalty: 4211.562988
	Iteration 11Q: 3 clusters Score -603844.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -603937.875000 Penalty: 4211.562988
	Iteration 12Q: 3 clusters Score -603937.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -604020.062500 Penalty: 4211.562988
	Iteration 13Q: 3 clusters Score -604020.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -604079.750000 Penalty: 4211.562988
	Iteration 14Q: 3 clusters Score -604079.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -604125.187500 Penalty: 4211.562988
	Iteration 15Q: 3 clusters Score -604125.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -604157.937500 Penalty: 4211.562988
	Iteration 16Q: 3 clusters Score -604157.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -604180.812500 Penalty: 4211.562988
	Iteration 17Q: 3 clusters Score -604180.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -604211.250000 Penalty: 4211.562988
	Iteration 18Q: 3 clusters Score -604211.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -604242.187500 Penalty: 4211.562988
	Iteration 19Q: 3 clusters Score -604242.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -604264.625000 Penalty: 4211.562988
	Iteration 20F: 3 clusters Score -604264.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -604280.312500 Penalty: 4211.562988
	Iteration 21Q: 3 clusters Score -604280.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -604293.562500 Penalty: 4211.562988
	Iteration 22Q: 3 clusters Score -604293.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -604301.750000 Penalty: 4211.562988
	Iteration 23Q: 3 clusters Score -604301.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -604310.812500 Penalty: 4211.562988
	Iteration 24Q: 3 clusters Score -604310.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -604315.312500 Penalty: 4211.562988
	Iteration 25Q: 3 clusters Score -604315.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -604319.750000 Penalty: 4211.562988
	Iteration 26Q: 3 clusters Score -604319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -604319.750000 Penalty: 4211.562988
	Iteration 27Q: 3 clusters Score -604319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -604322.062500 Penalty: 4211.562988
	Iteration 28Q: 3 clusters Score -604322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -604326.250000 Penalty: 4211.562988
	Iteration 29Q: 3 clusters Score -604326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -604326.250000 Penalty: 4211.562988
	Iteration 30Q: 3 clusters Score -604326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -604326.875000 Penalty: 4211.562988
	Iteration 31Q: 3 clusters Score -604326.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -604326.875000 Penalty: 4211.562988
	Iteration 32F: 3 clusters Score -604326.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (95073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Entering Unmasked Estep 
Score: -11552794.000000 Penalty: 2842.675293
	Iteration 0F: 2 clusters Score -1.155279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -11489405.000000 Penalty: 5685.350586
	Iteration 0F: 3 clusters Score -1.14894e+07 nChanged 44790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -11514994.000000 Penalty: 5685.350586
	Iteration 1F: 3 clusters Score -1.151499e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -11516286.000000 Penalty: 5685.350586
	Iteration 2Q: 3 clusters Score -1.151629e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -11518538.000000 Penalty: 5685.350586
	Iteration 3F: 3 clusters Score -1.151854e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -11522428.000000 Penalty: 5685.350586
	Iteration 4F: 3 clusters Score -1.152243e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -11529040.000000 Penalty: 5685.350586
	Iteration 5F: 3 clusters Score -1.152904e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -11537538.000000 Penalty: 5685.350586
	Iteration 6F: 3 clusters Score -1.153754e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 89462 members 
Entering Unmasked Estep 
Score: -11544641.000000 Penalty: 5685.350586
	Iteration 7F: 3 clusters Score -1.154464e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 93148 members 
Entering Unmasked Estep 
Score: -11548222.000000 Penalty: 5685.350586
	Iteration 8Q: 3 clusters Score -1.154822e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 94471 members 
Entering Unmasked Estep 
Score: -11549599.000000 Penalty: 5685.350586
	Iteration 9Q: 3 clusters Score -1.15496e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -11550002.000000 Penalty: 5685.350586
	Iteration 10Q: 3 clusters Score -1.155e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -11550151.000000 Penalty: 5685.350586
	Iteration 11Q: 3 clusters Score -1.155015e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 94900 members 
Entering Unmasked Estep 
Score: -11550207.000000 Penalty: 5685.350586
	Iteration 12Q: 3 clusters Score -1.155021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -11550241.000000 Penalty: 5685.350586
	Iteration 13Q: 3 clusters Score -1.155024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 94913 members 
Entering Unmasked Estep 
Score: -11550279.000000 Penalty: 5685.350586
	Iteration 14Q: 3 clusters Score -1.155028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 94921 members 
Entering Unmasked Estep 
Score: -11550299.000000 Penalty: 5685.350586
	Iteration 15Q: 3 clusters Score -1.15503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -11550310.000000 Penalty: 5685.350586
	Iteration 16Q: 3 clusters Score -1.155031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 94926 members 
Entering Unmasked Estep 
Score: -11550320.000000 Penalty: 5685.350586
	Iteration 17Q: 3 clusters Score -1.155032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94925 members 
Entering Unmasked Estep 
Score: -11550323.000000 Penalty: 5685.350586
	Iteration 18Q: 3 clusters Score -1.155032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94925 members 
Entering Unmasked Estep 
Score: -11550323.000000 Penalty: 5685.350586
	Iteration 19F: 3 clusters Score -1.155032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -264080.937500 Penalty: 1842.079224
	Iteration 0F: 2 clusters Score -264080.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -261819.968750 Penalty: 3684.158447
	Iteration 0F: 3 clusters Score -261820 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -262465.875000 Penalty: 3684.158447
	Iteration 1F: 3 clusters Score -262465.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -262678.343750 Penalty: 3684.158447
	Iteration 2F: 3 clusters Score -262678.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -262840.531250 Penalty: 3684.158447
	Iteration 3F: 3 clusters Score -262840.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -262974.968750 Penalty: 3684.158447
	Iteration 4Q: 3 clusters Score -262975 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -263097.406250 Penalty: 3684.158447
	Iteration 5Q: 3 clusters Score -263097.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -263189.687500 Penalty: 3684.158447
	Iteration 6Q: 3 clusters Score -263189.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -263255.468750 Penalty: 3684.158447
	Iteration 7Q: 3 clusters Score -263255.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -263292.406250 Penalty: 3684.158447
	Iteration 8Q: 3 clusters Score -263292.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -263330.468750 Penalty: 3684.158447
	Iteration 9Q: 3 clusters Score -263330.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -263385.468750 Penalty: 3684.158447
	Iteration 10Q: 3 clusters Score -263385.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -263439.062500 Penalty: 3684.158447
	Iteration 11Q: 3 clusters Score -263439.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -263464.937500 Penalty: 3684.158447
	Iteration 12Q: 3 clusters Score -263464.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -263479.062500 Penalty: 3684.158447
	Iteration 13Q: 3 clusters Score -263479.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -263497.406250 Penalty: 3684.158447
	Iteration 14Q: 3 clusters Score -263497.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -263513.156250 Penalty: 3684.158447
	Iteration 15Q: 3 clusters Score -263513.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -263522.062500 Penalty: 3684.158447
	Iteration 16Q: 3 clusters Score -263522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -263531.937500 Penalty: 3684.158447
	Iteration 17Q: 3 clusters Score -263531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -263533.812500 Penalty: 3684.158447
	Iteration 18Q: 3 clusters Score -263533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -263536.812500 Penalty: 3684.158447
	Iteration 19Q: 3 clusters Score -263536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -263539.656250 Penalty: 3684.158447
	Iteration 20F: 3 clusters Score -263539.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Entering Unmasked Estep 
Score: -367821.312500 Penalty: 2025.432983
	Iteration 0F: 2 clusters Score -367821.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -364261.187500 Penalty: 4050.865967
	Iteration 0F: 3 clusters Score -364261.2 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -365264.156250 Penalty: 4050.865967
	Iteration 1F: 3 clusters Score -365264.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -365598.156250 Penalty: 4050.865967
	Iteration 2F: 3 clusters Score -365598.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -365857.343750 Penalty: 4050.865967
	Iteration 3F: 3 clusters Score -365857.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -366029.656250 Penalty: 4050.865967
	Iteration 4F: 3 clusters Score -366029.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -366149.843750 Penalty: 4050.865967
	Iteration 5Q: 3 clusters Score -366149.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -366251.250000 Penalty: 4050.865967
	Iteration 6Q: 3 clusters Score -366251.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -366320.375000 Penalty: 4050.865967
	Iteration 7Q: 3 clusters Score -366320.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -366369.125000 Penalty: 4050.865967
	Iteration 8Q: 3 clusters Score -366369.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -366411.781250 Penalty: 4050.865967
	Iteration 9Q: 3 clusters Score -366411.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -366439.625000 Penalty: 4050.865967
	Iteration 10Q: 3 clusters Score -366439.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -366466.687500 Penalty: 4050.865967
	Iteration 11Q: 3 clusters Score -366466.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -366485.906250 Penalty: 4050.865967
	Iteration 12Q: 3 clusters Score -366485.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -366497.156250 Penalty: 4050.865967
	Iteration 13Q: 3 clusters Score -366497.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -366505.468750 Penalty: 4050.865967
	Iteration 14Q: 3 clusters Score -366505.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -366510.187500 Penalty: 4050.865967
	Iteration 15Q: 3 clusters Score -366510.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -366516.687500 Penalty: 4050.865967
	Iteration 16Q: 3 clusters Score -366516.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -366521.437500 Penalty: 4050.865967
	Iteration 17Q: 3 clusters Score -366521.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -366524.093750 Penalty: 4050.865967
	Iteration 18Q: 3 clusters Score -366524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -366525.500000 Penalty: 4050.865967
	Iteration 19Q: 3 clusters Score -366525.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -366528.312500 Penalty: 4050.865967
	Iteration 20F: 3 clusters Score -366528.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -366529.437500 Penalty: 4050.865967
	Iteration 21Q: 3 clusters Score -366529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -366529.781250 Penalty: 4050.865967
	Iteration 22Q: 3 clusters Score -366529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -366530.250000 Penalty: 4050.865967
	Iteration 23Q: 3 clusters Score -366530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -366532.843750 Penalty: 4050.865967
	Iteration 24Q: 3 clusters Score -366532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -366533.375000 Penalty: 4050.865967
	Iteration 25Q: 3 clusters Score -366533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -366533.906250 Penalty: 4050.865967
	Iteration 26Q: 3 clusters Score -366533.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -366533.906250 Penalty: 4050.865967
	Iteration 27F: 3 clusters Score -366533.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Entering Unmasked Estep 
Score: -2226979.500000 Penalty: 2437.934082
	Iteration 0F: 2 clusters Score -2226980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2213753.500000 Penalty: 4875.868164
	Iteration 0F: 3 clusters Score -2213754 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2218236.250000 Penalty: 4875.868164
	Iteration 1F: 3 clusters Score -2218236 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2218790.000000 Penalty: 4875.868164
	Iteration 2F: 3 clusters Score -2218790 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2219439.500000 Penalty: 4875.868164
	Iteration 3F: 3 clusters Score -2219440 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2220199.500000 Penalty: 4875.868164
	Iteration 4F: 3 clusters Score -2220200 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2221042.500000 Penalty: 4875.868164
	Iteration 5F: 3 clusters Score -2221042 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2221816.000000 Penalty: 4875.868164
	Iteration 6F: 3 clusters Score -2221816 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2222479.000000 Penalty: 4875.868164
	Iteration 7F: 3 clusters Score -2222479 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2223001.250000 Penalty: 4875.868164
	Iteration 8Q: 3 clusters Score -2223001 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2223395.250000 Penalty: 4875.868164
	Iteration 9Q: 3 clusters Score -2223395 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2223753.250000 Penalty: 4875.868164
	Iteration 10Q: 3 clusters Score -2223753 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2224019.500000 Penalty: 4875.868164
	Iteration 11Q: 3 clusters Score -2224020 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2224223.750000 Penalty: 4875.868164
	Iteration 12Q: 3 clusters Score -2224224 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2224411.750000 Penalty: 4875.868164
	Iteration 13Q: 3 clusters Score -2224412 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2224539.000000 Penalty: 4875.868164
	Iteration 14Q: 3 clusters Score -2224539 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2224653.000000 Penalty: 4875.868164
	Iteration 15Q: 3 clusters Score -2224653 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2224734.500000 Penalty: 4875.868164
	Iteration 16Q: 3 clusters Score -2224734 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2224779.750000 Penalty: 4875.868164
	Iteration 17Q: 3 clusters Score -2224780 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2224817.250000 Penalty: 4875.868164
	Iteration 18Q: 3 clusters Score -2224817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2224847.250000 Penalty: 4875.868164
	Iteration 19Q: 3 clusters Score -2224847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2224867.000000 Penalty: 4875.868164
	Iteration 20F: 3 clusters Score -2224867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2224876.500000 Penalty: 4875.868164
	Iteration 21Q: 3 clusters Score -2224876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2224896.000000 Penalty: 4875.868164
	Iteration 22Q: 3 clusters Score -2224896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2224910.750000 Penalty: 4875.868164
	Iteration 23Q: 3 clusters Score -2224911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2224919.000000 Penalty: 4875.868164
	Iteration 24Q: 3 clusters Score -2224919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2224930.250000 Penalty: 4875.868164
	Iteration 25Q: 3 clusters Score -2224930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2224935.000000 Penalty: 4875.868164
	Iteration 26Q: 3 clusters Score -2224935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2224944.250000 Penalty: 4875.868164
	Iteration 27Q: 3 clusters Score -2224944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2224952.500000 Penalty: 4875.868164
	Iteration 28Q: 3 clusters Score -2224952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2224956.500000 Penalty: 4875.868164
	Iteration 29Q: 3 clusters Score -2224956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2224962.250000 Penalty: 4875.868164
	Iteration 30Q: 3 clusters Score -2224962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2224959.750000 Penalty: 4875.868164
	Iteration 31Q: 3 clusters Score -2224960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2224964.000000 Penalty: 4875.868164
	Iteration 32Q: 3 clusters Score -2224964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2224968.250000 Penalty: 4875.868164
	Iteration 33Q: 3 clusters Score -2224968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2224975.250000 Penalty: 4875.868164
	Iteration 34Q: 3 clusters Score -2224975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2224983.500000 Penalty: 4875.868164
	Iteration 35Q: 3 clusters Score -2224984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2224989.750000 Penalty: 4875.868164
	Iteration 36Q: 3 clusters Score -2224990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2224992.500000 Penalty: 4875.868164
	Iteration 37Q: 3 clusters Score -2224992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2224992.500000 Penalty: 4875.868164
	Iteration 38Q: 3 clusters Score -2224992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2224996.750000 Penalty: 4875.868164
	Iteration 39Q: 3 clusters Score -2224997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2225001.750000 Penalty: 4875.868164
	Iteration 40F: 3 clusters Score -2225002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2225006.000000 Penalty: 4875.868164
	Iteration 41Q: 3 clusters Score -2225006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2225011.500000 Penalty: 4875.868164
	Iteration 42Q: 3 clusters Score -2225012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2225007.500000 Penalty: 4875.868164
	Iteration 43Q: 3 clusters Score -2225008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2225010.000000 Penalty: 4875.868164
	Iteration 44Q: 3 clusters Score -2225010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2225010.250000 Penalty: 4875.868164
	Iteration 45Q: 3 clusters Score -2225010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2225010.250000 Penalty: 4875.868164
	Iteration 46F: 3 clusters Score -2225010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Entering Unmasked Estep 
Score: -200072.875000 Penalty: 1846.173706
	Iteration 0F: 2 clusters Score -200072.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -197657.609375 Penalty: 3692.347412
	Iteration 0F: 3 clusters Score -197657.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -198090.359375 Penalty: 3692.347412
	Iteration 1F: 3 clusters Score -198090.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -198249.437500 Penalty: 3692.347412
	Iteration 2F: 3 clusters Score -198249.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -198328.078125 Penalty: 3692.347412
	Iteration 3Q: 3 clusters Score -198328.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -198379.781250 Penalty: 3692.347412
	Iteration 4Q: 3 clusters Score -198379.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -198444.562500 Penalty: 3692.347412
	Iteration 5Q: 3 clusters Score -198444.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -198494.703125 Penalty: 3692.347412
	Iteration 6Q: 3 clusters Score -198494.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -198533.171875 Penalty: 3692.347412
	Iteration 7Q: 3 clusters Score -198533.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -198567.015625 Penalty: 3692.347412
	Iteration 8Q: 3 clusters Score -198567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -198596.484375 Penalty: 3692.347412
	Iteration 9Q: 3 clusters Score -198596.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -198627.093750 Penalty: 3692.347412
	Iteration 10Q: 3 clusters Score -198627.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -198653.812500 Penalty: 3692.347412
	Iteration 11Q: 3 clusters Score -198653.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -198673.015625 Penalty: 3692.347412
	Iteration 12Q: 3 clusters Score -198673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -198705.953125 Penalty: 3692.347412
	Iteration 13Q: 3 clusters Score -198706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -198727.046875 Penalty: 3692.347412
	Iteration 14Q: 3 clusters Score -198727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -198743.593750 Penalty: 3692.347412
	Iteration 15Q: 3 clusters Score -198743.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -198760.812500 Penalty: 3692.347412
	Iteration 16Q: 3 clusters Score -198760.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -198777.812500 Penalty: 3692.347412
	Iteration 17Q: 3 clusters Score -198777.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -198789.484375 Penalty: 3692.347412
	Iteration 18Q: 3 clusters Score -198789.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -198799.203125 Penalty: 3692.347412
	Iteration 19Q: 3 clusters Score -198799.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -198803.953125 Penalty: 3692.347412
	Iteration 20F: 3 clusters Score -198804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -198808.703125 Penalty: 3692.347412
	Iteration 21Q: 3 clusters Score -198808.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -198812.625000 Penalty: 3692.347412
	Iteration 22Q: 3 clusters Score -198812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -198817.000000 Penalty: 3692.347412
	Iteration 23Q: 3 clusters Score -198817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -198821.687500 Penalty: 3692.347412
	Iteration 24Q: 3 clusters Score -198821.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -198827.656250 Penalty: 3692.347412
	Iteration 25Q: 3 clusters Score -198827.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -198841.093750 Penalty: 3692.347412
	Iteration 26Q: 3 clusters Score -198841.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -198847.031250 Penalty: 3692.347412
	Iteration 27Q: 3 clusters Score -198847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -198850.453125 Penalty: 3692.347412
	Iteration 28Q: 3 clusters Score -198850.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198856.343750 Penalty: 3692.347412
	Iteration 29Q: 3 clusters Score -198856.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -198861.140625 Penalty: 3692.347412
	Iteration 30Q: 3 clusters Score -198861.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198864.390625 Penalty: 3692.347412
	Iteration 31Q: 3 clusters Score -198864.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198864.390625 Penalty: 3692.347412
	Iteration 32F: 3 clusters Score -198864.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -40251.250000 Penalty: 1385.637695
	Iteration 0F: 2 clusters Score -40251.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39023.289062 Penalty: 2771.275391
	Iteration 0F: 3 clusters Score -39023.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39126.476562 Penalty: 2771.275391
	Iteration 1F: 3 clusters Score -39126.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39153.921875 Penalty: 2771.275391
	Iteration 2Q: 3 clusters Score -39153.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39177.546875 Penalty: 2771.275391
	Iteration 3Q: 3 clusters Score -39177.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -39206.531250 Penalty: 2771.275391
	Iteration 4Q: 3 clusters Score -39206.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39217.253906 Penalty: 2771.275391
	Iteration 5Q: 3 clusters Score -39217.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39230.718750 Penalty: 2771.275391
	Iteration 6Q: 3 clusters Score -39230.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39243.335938 Penalty: 2771.275391
	Iteration 7Q: 3 clusters Score -39243.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39276.085938 Penalty: 2771.275391
	Iteration 8Q: 3 clusters Score -39276.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39320.960938 Penalty: 2771.275391
	Iteration 9Q: 3 clusters Score -39320.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39324.187500 Penalty: 2771.275391
	Iteration 10Q: 3 clusters Score -39324.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39324.187500 Penalty: 2771.275391
	Iteration 11F: 3 clusters Score -39324.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Entering Unmasked Estep 
Score: -1097036.750000 Penalty: 2289.682373
	Iteration 0F: 2 clusters Score -1097037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1089285.250000 Penalty: 4579.364746
	Iteration 0F: 3 clusters Score -1089285 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1091625.500000 Penalty: 4579.364746
	Iteration 1F: 3 clusters Score -1091626 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1092153.875000 Penalty: 4579.364746
	Iteration 2F: 3 clusters Score -1092154 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1092632.000000 Penalty: 4579.364746
	Iteration 3F: 3 clusters Score -1092632 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1093107.750000 Penalty: 4579.364746
	Iteration 4F: 3 clusters Score -1093108 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1093531.375000 Penalty: 4579.364746
	Iteration 5F: 3 clusters Score -1093531 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1093952.625000 Penalty: 4579.364746
	Iteration 6F: 3 clusters Score -1093953 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1094280.125000 Penalty: 4579.364746
	Iteration 7Q: 3 clusters Score -1094280 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1094542.875000 Penalty: 4579.364746
	Iteration 8Q: 3 clusters Score -1094543 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1094732.375000 Penalty: 4579.364746
	Iteration 9Q: 3 clusters Score -1094732 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1094866.500000 Penalty: 4579.364746
	Iteration 10Q: 3 clusters Score -1094866 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1094964.000000 Penalty: 4579.364746
	Iteration 11Q: 3 clusters Score -1094964 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1095048.625000 Penalty: 4579.364746
	Iteration 12Q: 3 clusters Score -1095049 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1095118.750000 Penalty: 4579.364746
	Iteration 13Q: 3 clusters Score -1095119 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1095169.250000 Penalty: 4579.364746
	Iteration 14Q: 3 clusters Score -1095169 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1095210.000000 Penalty: 4579.364746
	Iteration 15Q: 3 clusters Score -1095210 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1095242.000000 Penalty: 4579.364746
	Iteration 16Q: 3 clusters Score -1095242 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1095273.000000 Penalty: 4579.364746
	Iteration 17Q: 3 clusters Score -1095273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1095296.625000 Penalty: 4579.364746
	Iteration 18Q: 3 clusters Score -1095297 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1095322.750000 Penalty: 4579.364746
	Iteration 19Q: 3 clusters Score -1095323 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1095345.000000 Penalty: 4579.364746
	Iteration 20F: 3 clusters Score -1095345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1095363.500000 Penalty: 4579.364746
	Iteration 21Q: 3 clusters Score -1095364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1095372.375000 Penalty: 4579.364746
	Iteration 22Q: 3 clusters Score -1095372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1095383.875000 Penalty: 4579.364746
	Iteration 23Q: 3 clusters Score -1095384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1095392.625000 Penalty: 4579.364746
	Iteration 24Q: 3 clusters Score -1095393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1095397.750000 Penalty: 4579.364746
	Iteration 25Q: 3 clusters Score -1095398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1095410.000000 Penalty: 4579.364746
	Iteration 26Q: 3 clusters Score -1095410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1095413.875000 Penalty: 4579.364746
	Iteration 27Q: 3 clusters Score -1095414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1095417.875000 Penalty: 4579.364746
	Iteration 28Q: 3 clusters Score -1095418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1095420.125000 Penalty: 4579.364746
	Iteration 29Q: 3 clusters Score -1095420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1095422.125000 Penalty: 4579.364746
	Iteration 30Q: 3 clusters Score -1095422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1095425.250000 Penalty: 4579.364746
	Iteration 31Q: 3 clusters Score -1095425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1095428.500000 Penalty: 4579.364746
	Iteration 32Q: 3 clusters Score -1095428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1095426.750000 Penalty: 4579.364746
	Iteration 33Q: 3 clusters Score -1095427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1095428.250000 Penalty: 4579.364746
	Iteration 34Q: 3 clusters Score -1095428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1095432.125000 Penalty: 4579.364746
	Iteration 35Q: 3 clusters Score -1095432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1095431.625000 Penalty: 4579.364746
	Iteration 36Q: 3 clusters Score -1095432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1095432.250000 Penalty: 4579.364746
	Iteration 37Q: 3 clusters Score -1095432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1095432.125000 Penalty: 4579.364746
	Iteration 38Q: 3 clusters Score -1095432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1095432.875000 Penalty: 4579.364746
	Iteration 39Q: 3 clusters Score -1095433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1095432.125000 Penalty: 4579.364746
	Iteration 40F: 3 clusters Score -1095432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1095432.750000 Penalty: 4579.364746
	Iteration 41Q: 3 clusters Score -1095433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1095432.875000 Penalty: 4579.364746
	Iteration 42Q: 3 clusters Score -1095433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1095434.000000 Penalty: 4579.364746
	Iteration 43Q: 3 clusters Score -1095434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1095433.250000 Penalty: 4579.364746
	Iteration 44Q: 3 clusters Score -1095433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1095433.250000 Penalty: 4579.364746
	Iteration 45F: 3 clusters Score -1095433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Entering Unmasked Estep 
Score: -4977054.500000 Penalty: 2634.795898
	Iteration 0F: 2 clusters Score -4977054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -4949371.000000 Penalty: 5269.591797
	Iteration 0F: 3 clusters Score -4949371 nChanged 18770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -4959953.500000 Penalty: 5269.591797
	Iteration 1F: 3 clusters Score -4959954 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -4960778.500000 Penalty: 5269.591797
	Iteration 2F: 3 clusters Score -4960778 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4961771.000000 Penalty: 5269.591797
	Iteration 3F: 3 clusters Score -4961771 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4962853.500000 Penalty: 5269.591797
	Iteration 4F: 3 clusters Score -4962854 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -4964119.000000 Penalty: 5269.591797
	Iteration 5F: 3 clusters Score -4964119 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -4965551.500000 Penalty: 5269.591797
	Iteration 6F: 3 clusters Score -4965552 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4967078.500000 Penalty: 5269.591797
	Iteration 7F: 3 clusters Score -4967078 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4968326.500000 Penalty: 5269.591797
	Iteration 8F: 3 clusters Score -4968326 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -4969290.000000 Penalty: 5269.591797
	Iteration 9Q: 3 clusters Score -4969290 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -4969896.000000 Penalty: 5269.591797
	Iteration 10Q: 3 clusters Score -4969896 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -4970235.500000 Penalty: 5269.591797
	Iteration 11Q: 3 clusters Score -4970236 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -4970449.000000 Penalty: 5269.591797
	Iteration 12Q: 3 clusters Score -4970449 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -4970605.500000 Penalty: 5269.591797
	Iteration 13Q: 3 clusters Score -4970606 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -4970702.000000 Penalty: 5269.591797
	Iteration 14Q: 3 clusters Score -4970702 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -4970797.000000 Penalty: 5269.591797
	Iteration 15Q: 3 clusters Score -4970797 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -4970874.000000 Penalty: 5269.591797
	Iteration 16Q: 3 clusters Score -4970874 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4970971.000000 Penalty: 5269.591797
	Iteration 17Q: 3 clusters Score -4970971 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -4971033.000000 Penalty: 5269.591797
	Iteration 18Q: 3 clusters Score -4971033 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -4971122.500000 Penalty: 5269.591797
	Iteration 19Q: 3 clusters Score -4971122 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -4971191.000000 Penalty: 5269.591797
	Iteration 20F: 3 clusters Score -4971191 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -4971321.500000 Penalty: 5269.591797
	Iteration 21Q: 3 clusters Score -4971322 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -4971500.000000 Penalty: 5269.591797
	Iteration 22Q: 3 clusters Score -4971500 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -4971716.000000 Penalty: 5269.591797
	Iteration 23Q: 3 clusters Score -4971716 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -4972004.500000 Penalty: 5269.591797
	Iteration 24Q: 3 clusters Score -4972004 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -4972324.500000 Penalty: 5269.591797
	Iteration 25Q: 3 clusters Score -4972324 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -4972672.000000 Penalty: 5269.591797
	Iteration 26Q: 3 clusters Score -4972672 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -4972927.000000 Penalty: 5269.591797
	Iteration 27Q: 3 clusters Score -4972927 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -4973177.500000 Penalty: 5269.591797
	Iteration 28Q: 3 clusters Score -4973178 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -4973412.500000 Penalty: 5269.591797
	Iteration 29Q: 3 clusters Score -4973412 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -4973556.500000 Penalty: 5269.591797
	Iteration 30Q: 3 clusters Score -4973556 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -4973674.500000 Penalty: 5269.591797
	Iteration 31Q: 3 clusters Score -4973674 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -4973796.500000 Penalty: 5269.591797
	Iteration 32Q: 3 clusters Score -4973796 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -4973870.000000 Penalty: 5269.591797
	Iteration 33Q: 3 clusters Score -4973870 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -4973919.000000 Penalty: 5269.591797
	Iteration 34Q: 3 clusters Score -4973919 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4973972.500000 Penalty: 5269.591797
	Iteration 35Q: 3 clusters Score -4973972 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -4974041.500000 Penalty: 5269.591797
	Iteration 36Q: 3 clusters Score -4974042 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -4974099.000000 Penalty: 5269.591797
	Iteration 37Q: 3 clusters Score -4974099 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4974173.000000 Penalty: 5269.591797
	Iteration 38Q: 3 clusters Score -4974173 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -4974236.000000 Penalty: 5269.591797
	Iteration 39Q: 3 clusters Score -4974236 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -4974247.000000 Penalty: 5269.591797
	Iteration 40F: 3 clusters Score -4974247 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -4974306.500000 Penalty: 5269.591797
	Iteration 41Q: 3 clusters Score -4974306 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -4974372.500000 Penalty: 5269.591797
	Iteration 42Q: 3 clusters Score -4974372 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4974417.000000 Penalty: 5269.591797
	Iteration 43Q: 3 clusters Score -4974417 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -4974440.000000 Penalty: 5269.591797
	Iteration 44Q: 3 clusters Score -4974440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -4974460.500000 Penalty: 5269.591797
	Iteration 45Q: 3 clusters Score -4974460 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -4974483.500000 Penalty: 5269.591797
	Iteration 46Q: 3 clusters Score -4974484 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -4974510.500000 Penalty: 5269.591797
	Iteration 47Q: 3 clusters Score -4974510 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4974548.000000 Penalty: 5269.591797
	Iteration 48Q: 3 clusters Score -4974548 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -4974559.000000 Penalty: 5269.591797
	Iteration 49Q: 3 clusters Score -4974559 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4974594.500000 Penalty: 5269.591797
	Iteration 50Q: 3 clusters Score -4974594 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4974610.500000 Penalty: 5269.591797
	Iteration 51Q: 3 clusters Score -4974610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -4974638.500000 Penalty: 5269.591797
	Iteration 52Q: 3 clusters Score -4974638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4974651.000000 Penalty: 5269.591797
	Iteration 53Q: 3 clusters Score -4974651 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4974657.000000 Penalty: 5269.591797
	Iteration 54Q: 3 clusters Score -4974657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -4974672.500000 Penalty: 5269.591797
	Iteration 55Q: 3 clusters Score -4974672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -4974678.000000 Penalty: 5269.591797
	Iteration 56Q: 3 clusters Score -4974678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4974693.500000 Penalty: 5269.591797
	Iteration 57Q: 3 clusters Score -4974694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4974696.000000 Penalty: 5269.591797
	Iteration 58Q: 3 clusters Score -4974696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4974716.000000 Penalty: 5269.591797
	Iteration 59Q: 3 clusters Score -4974716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4974718.500000 Penalty: 5269.591797
	Iteration 60F: 3 clusters Score -4974718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4974727.000000 Penalty: 5269.591797
	Iteration 61Q: 3 clusters Score -4974727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -4974741.000000 Penalty: 5269.591797
	Iteration 62Q: 3 clusters Score -4974741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4974745.000000 Penalty: 5269.591797
	Iteration 63Q: 3 clusters Score -4974745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4974750.000000 Penalty: 5269.591797
	Iteration 64Q: 3 clusters Score -4974750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -4974770.000000 Penalty: 5269.591797
	Iteration 65Q: 3 clusters Score -4974770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -4974786.000000 Penalty: 5269.591797
	Iteration 66Q: 3 clusters Score -4974786 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4974815.000000 Penalty: 5269.591797
	Iteration 67Q: 3 clusters Score -4974815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4974824.000000 Penalty: 5269.591797
	Iteration 68Q: 3 clusters Score -4974824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -4974848.000000 Penalty: 5269.591797
	Iteration 69Q: 3 clusters Score -4974848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -4974849.000000 Penalty: 5269.591797
	Iteration 70Q: 3 clusters Score -4974849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4974857.000000 Penalty: 5269.591797
	Iteration 71Q: 3 clusters Score -4974857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4974862.500000 Penalty: 5269.591797
	Iteration 72Q: 3 clusters Score -4974862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4974869.500000 Penalty: 5269.591797
	Iteration 73Q: 3 clusters Score -4974870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4974876.000000 Penalty: 5269.591797
	Iteration 74Q: 3 clusters Score -4974876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -4974893.000000 Penalty: 5269.591797
	Iteration 75Q: 3 clusters Score -4974893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4974898.000000 Penalty: 5269.591797
	Iteration 76Q: 3 clusters Score -4974898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -4974905.000000 Penalty: 5269.591797
	Iteration 77Q: 3 clusters Score -4974905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4974899.500000 Penalty: 5269.591797
	Iteration 78Q: 3 clusters Score -4974900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4974900.000000 Penalty: 5269.591797
	Iteration 79Q: 3 clusters Score -4974900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4974895.000000 Penalty: 5269.591797
	Iteration 80F: 3 clusters Score -4974895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4974891.500000 Penalty: 5269.591797
	Iteration 81Q: 3 clusters Score -4974892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4974891.000000 Penalty: 5269.591797
	Iteration 82Q: 3 clusters Score -4974891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4974889.000000 Penalty: 5269.591797
	Iteration 83Q: 3 clusters Score -4974889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4974903.500000 Penalty: 5269.591797
	Iteration 84Q: 3 clusters Score -4974904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4974909.000000 Penalty: 5269.591797
	Iteration 85Q: 3 clusters Score -4974909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4974909.500000 Penalty: 5269.591797
	Iteration 86Q: 3 clusters Score -4974910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4974913.000000 Penalty: 5269.591797
	Iteration 87Q: 3 clusters Score -4974913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4974907.000000 Penalty: 5269.591797
	Iteration 88Q: 3 clusters Score -4974907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4974909.000000 Penalty: 5269.591797
	Iteration 89Q: 3 clusters Score -4974909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4974909.000000 Penalty: 5269.591797
	Iteration 90Q: 3 clusters Score -4974909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -4974913.500000 Penalty: 5269.591797
	Iteration 91Q: 3 clusters Score -4974914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4974909.500000 Penalty: 5269.591797
	Iteration 92Q: 3 clusters Score -4974910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4974901.000000 Penalty: 5269.591797
	Iteration 93Q: 3 clusters Score -4974901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4974905.000000 Penalty: 5269.591797
	Iteration 94Q: 3 clusters Score -4974905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4974910.500000 Penalty: 5269.591797
	Iteration 95Q: 3 clusters Score -4974910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4974910.500000 Penalty: 5269.591797
	Iteration 96F: 3 clusters Score -4974910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (92055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Entering Unmasked Estep 
Score: -11279783.000000 Penalty: 2834.675049
	Iteration 0F: 2 clusters Score -1.127978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -11218071.000000 Penalty: 5669.350098
	Iteration 0F: 3 clusters Score -1.121807e+07 nChanged 43534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -11242549.000000 Penalty: 5669.350098
	Iteration 1F: 3 clusters Score -1.124255e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -11243174.000000 Penalty: 5669.350098
	Iteration 2Q: 3 clusters Score -1.124317e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -11243731.000000 Penalty: 5669.350098
	Iteration 3Q: 3 clusters Score -1.124373e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -11244408.000000 Penalty: 5669.350098
	Iteration 4Q: 3 clusters Score -1.124441e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -11245240.000000 Penalty: 5669.350098
	Iteration 5Q: 3 clusters Score -1.124524e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -11246936.000000 Penalty: 5669.350098
	Iteration 6Q: 3 clusters Score -1.124694e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -11250232.000000 Penalty: 5669.350098
	Iteration 7F: 3 clusters Score -1.125023e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -11256096.000000 Penalty: 5669.350098
	Iteration 8F: 3 clusters Score -1.12561e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -11263504.000000 Penalty: 5669.350098
	Iteration 9F: 3 clusters Score -1.12635e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -11269542.000000 Penalty: 5669.350098
	Iteration 10F: 3 clusters Score -1.126954e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
Score: -11273312.000000 Penalty: 5669.350098
	Iteration 11Q: 3 clusters Score -1.127331e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -11275297.000000 Penalty: 5669.350098
	Iteration 12Q: 3 clusters Score -1.12753e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 90071 members 
Entering Unmasked Estep 
Score: -11276405.000000 Penalty: 5669.350098
	Iteration 13Q: 3 clusters Score -1.12764e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 90651 members 
Entering Unmasked Estep 
Score: -11277052.000000 Penalty: 5669.350098
	Iteration 14Q: 3 clusters Score -1.127705e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -11277323.000000 Penalty: 5669.350098
	Iteration 15Q: 3 clusters Score -1.127732e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -11277470.000000 Penalty: 5669.350098
	Iteration 16Q: 3 clusters Score -1.127747e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -11277592.000000 Penalty: 5669.350098
	Iteration 17Q: 3 clusters Score -1.127759e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 91112 members 
Entering Unmasked Estep 
Score: -11277631.000000 Penalty: 5669.350098
	Iteration 18Q: 3 clusters Score -1.127763e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -11277661.000000 Penalty: 5669.350098
	Iteration 19Q: 3 clusters Score -1.127766e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 91144 members 
Entering Unmasked Estep 
Score: -11277678.000000 Penalty: 5669.350098
	Iteration 20F: 3 clusters Score -1.127768e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 91156 members 
Entering Unmasked Estep 
Score: -11277725.000000 Penalty: 5669.350098
	Iteration 21Q: 3 clusters Score -1.127772e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -11277746.000000 Penalty: 5669.350098
	Iteration 22Q: 3 clusters Score -1.127775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -11277765.000000 Penalty: 5669.350098
	Iteration 23Q: 3 clusters Score -1.127776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 91180 members 
Entering Unmasked Estep 
Score: -11277757.000000 Penalty: 5669.350098
	Iteration 24Q: 3 clusters Score -1.127776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -11277765.000000 Penalty: 5669.350098
	Iteration 25Q: 3 clusters Score -1.127776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 91180 members 
Entering Unmasked Estep 
Score: -11277776.000000 Penalty: 5669.350098
	Iteration 26Q: 3 clusters Score -1.127778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 91180 members 
Entering Unmasked Estep 
Score: -11277775.000000 Penalty: 5669.350098
	Iteration 27Q: 3 clusters Score -1.127778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -11277780.000000 Penalty: 5669.350098
	Iteration 28Q: 3 clusters Score -1.127778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -11277790.000000 Penalty: 5669.350098
	Iteration 29Q: 3 clusters Score -1.127779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 91180 members 
Entering Unmasked Estep 
Score: -11277787.000000 Penalty: 5669.350098
	Iteration 30Q: 3 clusters Score -1.127779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -11277796.000000 Penalty: 5669.350098
	Iteration 31Q: 3 clusters Score -1.12778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 91177 members 
Entering Unmasked Estep 
Score: -11277792.000000 Penalty: 5669.350098
	Iteration 32Q: 3 clusters Score -1.127779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 91176 members 
Entering Unmasked Estep 
Score: -11277801.000000 Penalty: 5669.350098
	Iteration 33Q: 3 clusters Score -1.12778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -11277802.000000 Penalty: 5669.350098
	Iteration 34Q: 3 clusters Score -1.12778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -11277804.000000 Penalty: 5669.350098
	Iteration 35Q: 3 clusters Score -1.12778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 91173 members 
Entering Unmasked Estep 
Score: -11277803.000000 Penalty: 5669.350098
	Iteration 36Q: 3 clusters Score -1.12778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
Score: -11277813.000000 Penalty: 5669.350098
	Iteration 37Q: 3 clusters Score -1.127781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 91168 members 
Entering Unmasked Estep 
Score: -11277809.000000 Penalty: 5669.350098
	Iteration 38Q: 3 clusters Score -1.127781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 91168 members 
Entering Unmasked Estep 
Score: -11277809.000000 Penalty: 5669.350098
	Iteration 39F: 3 clusters Score -1.127781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Entering Unmasked Estep 
Score: -2039972.000000 Penalty: 2416.604736
	Iteration 0F: 2 clusters Score -2039972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2027818.625000 Penalty: 4833.209473
	Iteration 0F: 3 clusters Score -2027819 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2031919.250000 Penalty: 4833.209473
	Iteration 1F: 3 clusters Score -2031919 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2032574.000000 Penalty: 4833.209473
	Iteration 2F: 3 clusters Score -2032574 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2033261.625000 Penalty: 4833.209473
	Iteration 3F: 3 clusters Score -2033262 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2033957.125000 Penalty: 4833.209473
	Iteration 4F: 3 clusters Score -2033957 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2034613.250000 Penalty: 4833.209473
	Iteration 5F: 3 clusters Score -2034613 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2035172.625000 Penalty: 4833.209473
	Iteration 6F: 3 clusters Score -2035173 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2035625.250000 Penalty: 4833.209473
	Iteration 7Q: 3 clusters Score -2035625 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2035922.375000 Penalty: 4833.209473
	Iteration 8Q: 3 clusters Score -2035922 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2036114.500000 Penalty: 4833.209473
	Iteration 9Q: 3 clusters Score -2036114 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2036218.875000 Penalty: 4833.209473
	Iteration 10Q: 3 clusters Score -2036219 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2036284.875000 Penalty: 4833.209473
	Iteration 11Q: 3 clusters Score -2036285 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2036330.500000 Penalty: 4833.209473
	Iteration 12Q: 3 clusters Score -2036330 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2036364.125000 Penalty: 4833.209473
	Iteration 13Q: 3 clusters Score -2036364 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2036403.500000 Penalty: 4833.209473
	Iteration 14Q: 3 clusters Score -2036404 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2036429.875000 Penalty: 4833.209473
	Iteration 15Q: 3 clusters Score -2036430 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2036448.125000 Penalty: 4833.209473
	Iteration 16Q: 3 clusters Score -2036448 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2036461.375000 Penalty: 4833.209473
	Iteration 17Q: 3 clusters Score -2036461 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2036477.750000 Penalty: 4833.209473
	Iteration 18Q: 3 clusters Score -2036478 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2036496.375000 Penalty: 4833.209473
	Iteration 19Q: 3 clusters Score -2036496 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2036510.625000 Penalty: 4833.209473
	Iteration 20F: 3 clusters Score -2036511 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2036528.250000 Penalty: 4833.209473
	Iteration 21Q: 3 clusters Score -2036528 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2036550.000000 Penalty: 4833.209473
	Iteration 22Q: 3 clusters Score -2036550 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2036577.875000 Penalty: 4833.209473
	Iteration 23Q: 3 clusters Score -2036578 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2036607.875000 Penalty: 4833.209473
	Iteration 24Q: 3 clusters Score -2036608 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2036646.125000 Penalty: 4833.209473
	Iteration 25Q: 3 clusters Score -2036646 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2036706.500000 Penalty: 4833.209473
	Iteration 26Q: 3 clusters Score -2036706 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2036747.875000 Penalty: 4833.209473
	Iteration 27Q: 3 clusters Score -2036748 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2036801.125000 Penalty: 4833.209473
	Iteration 28Q: 3 clusters Score -2036801 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2036851.375000 Penalty: 4833.209473
	Iteration 29Q: 3 clusters Score -2036851 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2036903.125000 Penalty: 4833.209473
	Iteration 30Q: 3 clusters Score -2036903 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2036944.375000 Penalty: 4833.209473
	Iteration 31Q: 3 clusters Score -2036944 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2036974.625000 Penalty: 4833.209473
	Iteration 32Q: 3 clusters Score -2036975 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2036999.750000 Penalty: 4833.209473
	Iteration 33Q: 3 clusters Score -2037000 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2037030.125000 Penalty: 4833.209473
	Iteration 34Q: 3 clusters Score -2037030 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2037048.625000 Penalty: 4833.209473
	Iteration 35Q: 3 clusters Score -2037049 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2037073.625000 Penalty: 4833.209473
	Iteration 36Q: 3 clusters Score -2037074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2037092.125000 Penalty: 4833.209473
	Iteration 37Q: 3 clusters Score -2037092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2037113.375000 Penalty: 4833.209473
	Iteration 38Q: 3 clusters Score -2037113 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2037127.500000 Penalty: 4833.209473
	Iteration 39Q: 3 clusters Score -2037128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2037151.750000 Penalty: 4833.209473
	Iteration 40F: 3 clusters Score -2037152 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2037169.625000 Penalty: 4833.209473
	Iteration 41Q: 3 clusters Score -2037170 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2037192.750000 Penalty: 4833.209473
	Iteration 42Q: 3 clusters Score -2037193 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2037209.375000 Penalty: 4833.209473
	Iteration 43Q: 3 clusters Score -2037209 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2037234.000000 Penalty: 4833.209473
	Iteration 44Q: 3 clusters Score -2037234 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2037242.000000 Penalty: 4833.209473
	Iteration 45Q: 3 clusters Score -2037242 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2037255.500000 Penalty: 4833.209473
	Iteration 46Q: 3 clusters Score -2037256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2037274.500000 Penalty: 4833.209473
	Iteration 47Q: 3 clusters Score -2037274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2037292.750000 Penalty: 4833.209473
	Iteration 48Q: 3 clusters Score -2037293 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2037316.625000 Penalty: 4833.209473
	Iteration 49Q: 3 clusters Score -2037317 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2037335.000000 Penalty: 4833.209473
	Iteration 50Q: 3 clusters Score -2037335 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2037356.750000 Penalty: 4833.209473
	Iteration 51Q: 3 clusters Score -2037357 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2037376.875000 Penalty: 4833.209473
	Iteration 52Q: 3 clusters Score -2037377 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2037394.625000 Penalty: 4833.209473
	Iteration 53Q: 3 clusters Score -2037395 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2037410.625000 Penalty: 4833.209473
	Iteration 54Q: 3 clusters Score -2037411 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2037426.375000 Penalty: 4833.209473
	Iteration 55Q: 3 clusters Score -2037426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2037442.750000 Penalty: 4833.209473
	Iteration 56Q: 3 clusters Score -2037443 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2037464.875000 Penalty: 4833.209473
	Iteration 57Q: 3 clusters Score -2037465 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2037484.125000 Penalty: 4833.209473
	Iteration 58Q: 3 clusters Score -2037484 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2037504.000000 Penalty: 4833.209473
	Iteration 59Q: 3 clusters Score -2037504 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2037530.000000 Penalty: 4833.209473
	Iteration 60F: 3 clusters Score -2037530 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2037554.875000 Penalty: 4833.209473
	Iteration 61Q: 3 clusters Score -2037555 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2037580.750000 Penalty: 4833.209473
	Iteration 62Q: 3 clusters Score -2037581 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2037605.250000 Penalty: 4833.209473
	Iteration 63Q: 3 clusters Score -2037605 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2037618.625000 Penalty: 4833.209473
	Iteration 64Q: 3 clusters Score -2037619 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2037649.625000 Penalty: 4833.209473
	Iteration 65Q: 3 clusters Score -2037650 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2037674.000000 Penalty: 4833.209473
	Iteration 66Q: 3 clusters Score -2037674 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2037696.500000 Penalty: 4833.209473
	Iteration 67Q: 3 clusters Score -2037696 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2037720.250000 Penalty: 4833.209473
	Iteration 68Q: 3 clusters Score -2037720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2037759.250000 Penalty: 4833.209473
	Iteration 69Q: 3 clusters Score -2037759 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2037786.500000 Penalty: 4833.209473
	Iteration 70Q: 3 clusters Score -2037786 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2037821.625000 Penalty: 4833.209473
	Iteration 71Q: 3 clusters Score -2037822 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2037860.500000 Penalty: 4833.209473
	Iteration 72Q: 3 clusters Score -2037860 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2037885.750000 Penalty: 4833.209473
	Iteration 73Q: 3 clusters Score -2037886 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2037923.125000 Penalty: 4833.209473
	Iteration 74Q: 3 clusters Score -2037923 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2037951.375000 Penalty: 4833.209473
	Iteration 75Q: 3 clusters Score -2037951 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2037976.500000 Penalty: 4833.209473
	Iteration 76Q: 3 clusters Score -2037976 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2038010.375000 Penalty: 4833.209473
	Iteration 77Q: 3 clusters Score -2038010 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2038041.250000 Penalty: 4833.209473
	Iteration 78Q: 3 clusters Score -2038041 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2038063.250000 Penalty: 4833.209473
	Iteration 79Q: 3 clusters Score -2038063 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2038092.750000 Penalty: 4833.209473
	Iteration 80F: 3 clusters Score -2038093 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2038112.000000 Penalty: 4833.209473
	Iteration 81Q: 3 clusters Score -2038112 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2038144.250000 Penalty: 4833.209473
	Iteration 82Q: 3 clusters Score -2038144 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2038166.125000 Penalty: 4833.209473
	Iteration 83Q: 3 clusters Score -2038166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2038190.500000 Penalty: 4833.209473
	Iteration 84Q: 3 clusters Score -2038190 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2038207.750000 Penalty: 4833.209473
	Iteration 85Q: 3 clusters Score -2038208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2038228.875000 Penalty: 4833.209473
	Iteration 86Q: 3 clusters Score -2038229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2038253.500000 Penalty: 4833.209473
	Iteration 87Q: 3 clusters Score -2038254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2038281.000000 Penalty: 4833.209473
	Iteration 88Q: 3 clusters Score -2038281 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2038309.625000 Penalty: 4833.209473
	Iteration 89Q: 3 clusters Score -2038310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2038325.250000 Penalty: 4833.209473
	Iteration 90Q: 3 clusters Score -2038325 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2038352.000000 Penalty: 4833.209473
	Iteration 91Q: 3 clusters Score -2038352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2038380.750000 Penalty: 4833.209473
	Iteration 92Q: 3 clusters Score -2038381 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2038408.000000 Penalty: 4833.209473
	Iteration 93Q: 3 clusters Score -2038408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2038428.250000 Penalty: 4833.209473
	Iteration 94Q: 3 clusters Score -2038428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2038448.750000 Penalty: 4833.209473
	Iteration 95Q: 3 clusters Score -2038449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2038459.250000 Penalty: 4833.209473
	Iteration 96Q: 3 clusters Score -2038459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2038464.750000 Penalty: 4833.209473
	Iteration 97Q: 3 clusters Score -2038465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2038468.500000 Penalty: 4833.209473
	Iteration 98Q: 3 clusters Score -2038468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2038476.250000 Penalty: 4833.209473
	Iteration 99Q: 3 clusters Score -2038476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2038481.375000 Penalty: 4833.209473
	Iteration 100F: 3 clusters Score -2038481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2038492.500000 Penalty: 4833.209473
	Iteration 101Q: 3 clusters Score -2038492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2038496.125000 Penalty: 4833.209473
	Iteration 102Q: 3 clusters Score -2038496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2038503.500000 Penalty: 4833.209473
	Iteration 103Q: 3 clusters Score -2038504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2038506.500000 Penalty: 4833.209473
	Iteration 104Q: 3 clusters Score -2038506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2038509.000000 Penalty: 4833.209473
	Iteration 105Q: 3 clusters Score -2038509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2038513.250000 Penalty: 4833.209473
	Iteration 106Q: 3 clusters Score -2038513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2038517.750000 Penalty: 4833.209473
	Iteration 107Q: 3 clusters Score -2038518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2038522.125000 Penalty: 4833.209473
	Iteration 108Q: 3 clusters Score -2038522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2038519.750000 Penalty: 4833.209473
	Iteration 109Q: 3 clusters Score -2038520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2038525.500000 Penalty: 4833.209473
	Iteration 110Q: 3 clusters Score -2038526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2038523.875000 Penalty: 4833.209473
	Iteration 111Q: 3 clusters Score -2038524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2038527.875000 Penalty: 4833.209473
	Iteration 112Q: 3 clusters Score -2038528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2038525.750000 Penalty: 4833.209473
	Iteration 113Q: 3 clusters Score -2038526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2038526.875000 Penalty: 4833.209473
	Iteration 114Q: 3 clusters Score -2038527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2038529.125000 Penalty: 4833.209473
	Iteration 115Q: 3 clusters Score -2038529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2038533.250000 Penalty: 4833.209473
	Iteration 116Q: 3 clusters Score -2038533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2038530.625000 Penalty: 4833.209473
	Iteration 117Q: 3 clusters Score -2038531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2038530.625000 Penalty: 4833.209473
	Iteration 118F: 3 clusters Score -2038531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Entering Unmasked Estep 
Score: -270891.531250 Penalty: 1921.511108
	Iteration 0F: 2 clusters Score -270891.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -268100.593750 Penalty: 3843.022217
	Iteration 0F: 3 clusters Score -268100.6 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -268646.343750 Penalty: 3843.022217
	Iteration 1F: 3 clusters Score -268646.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -268777.156250 Penalty: 3843.022217
	Iteration 2F: 3 clusters Score -268777.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -268860.687500 Penalty: 3843.022217
	Iteration 3Q: 3 clusters Score -268860.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -268948.031250 Penalty: 3843.022217
	Iteration 4Q: 3 clusters Score -268948 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -269043.562500 Penalty: 3843.022217
	Iteration 5Q: 3 clusters Score -269043.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -269161.906250 Penalty: 3843.022217
	Iteration 6Q: 3 clusters Score -269161.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -269298.656250 Penalty: 3843.022217
	Iteration 7Q: 3 clusters Score -269298.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -269460.406250 Penalty: 3843.022217
	Iteration 8Q: 3 clusters Score -269460.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -269647.000000 Penalty: 3843.022217
	Iteration 9F: 3 clusters Score -269647 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -269828.281250 Penalty: 3843.022217
	Iteration 10Q: 3 clusters Score -269828.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -269958.312500 Penalty: 3843.022217
	Iteration 11Q: 3 clusters Score -269958.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -270036.718750 Penalty: 3843.022217
	Iteration 12Q: 3 clusters Score -270036.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -270083.812500 Penalty: 3843.022217
	Iteration 13Q: 3 clusters Score -270083.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -270108.312500 Penalty: 3843.022217
	Iteration 14Q: 3 clusters Score -270108.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -270117.718750 Penalty: 3843.022217
	Iteration 15Q: 3 clusters Score -270117.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -270124.500000 Penalty: 3843.022217
	Iteration 16Q: 3 clusters Score -270124.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -270131.906250 Penalty: 3843.022217
	Iteration 17Q: 3 clusters Score -270131.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -270135.218750 Penalty: 3843.022217
	Iteration 18Q: 3 clusters Score -270135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -270138.343750 Penalty: 3843.022217
	Iteration 19Q: 3 clusters Score -270138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -270138.187500 Penalty: 3843.022217
	Iteration 20F: 3 clusters Score -270138.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (26836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Entering Unmasked Estep 
Score: -3246833.000000 Penalty: 2528.979736
	Iteration 0F: 2 clusters Score -3246833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3228235.000000 Penalty: 5057.959473
	Iteration 0F: 3 clusters Score -3228235 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3235002.000000 Penalty: 5057.959473
	Iteration 1F: 3 clusters Score -3235002 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3235609.750000 Penalty: 5057.959473
	Iteration 2F: 3 clusters Score -3235610 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3236220.750000 Penalty: 5057.959473
	Iteration 3F: 3 clusters Score -3236221 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3236919.250000 Penalty: 5057.959473
	Iteration 4F: 3 clusters Score -3236919 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3237835.500000 Penalty: 5057.959473
	Iteration 5F: 3 clusters Score -3237836 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3238805.250000 Penalty: 5057.959473
	Iteration 6F: 3 clusters Score -3238805 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3239858.250000 Penalty: 5057.959473
	Iteration 7F: 3 clusters Score -3239858 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3240971.000000 Penalty: 5057.959473
	Iteration 8F: 3 clusters Score -3240971 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3241938.500000 Penalty: 5057.959473
	Iteration 9F: 3 clusters Score -3241938 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3242634.000000 Penalty: 5057.959473
	Iteration 10Q: 3 clusters Score -3242634 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3243066.750000 Penalty: 5057.959473
	Iteration 11Q: 3 clusters Score -3243067 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3243354.500000 Penalty: 5057.959473
	Iteration 12Q: 3 clusters Score -3243354 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3243591.250000 Penalty: 5057.959473
	Iteration 13Q: 3 clusters Score -3243591 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3243772.500000 Penalty: 5057.959473
	Iteration 14Q: 3 clusters Score -3243772 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3243948.000000 Penalty: 5057.959473
	Iteration 15Q: 3 clusters Score -3243948 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -3244112.000000 Penalty: 5057.959473
	Iteration 16Q: 3 clusters Score -3244112 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3244270.000000 Penalty: 5057.959473
	Iteration 17Q: 3 clusters Score -3244270 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3244410.000000 Penalty: 5057.959473
	Iteration 18Q: 3 clusters Score -3244410 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3244567.750000 Penalty: 5057.959473
	Iteration 19Q: 3 clusters Score -3244568 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3244660.000000 Penalty: 5057.959473
	Iteration 20F: 3 clusters Score -3244660 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3244737.000000 Penalty: 5057.959473
	Iteration 21Q: 3 clusters Score -3244737 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3244801.250000 Penalty: 5057.959473
	Iteration 22Q: 3 clusters Score -3244801 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3244842.000000 Penalty: 5057.959473
	Iteration 23Q: 3 clusters Score -3244842 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3244878.000000 Penalty: 5057.959473
	Iteration 24Q: 3 clusters Score -3244878 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3244886.250000 Penalty: 5057.959473
	Iteration 25Q: 3 clusters Score -3244886 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -3244909.500000 Penalty: 5057.959473
	Iteration 26Q: 3 clusters Score -3244910 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3244940.750000 Penalty: 5057.959473
	Iteration 27Q: 3 clusters Score -3244941 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3244955.500000 Penalty: 5057.959473
	Iteration 28Q: 3 clusters Score -3244956 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3244977.500000 Penalty: 5057.959473
	Iteration 29Q: 3 clusters Score -3244978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -3245011.000000 Penalty: 5057.959473
	Iteration 30Q: 3 clusters Score -3245011 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3245024.500000 Penalty: 5057.959473
	Iteration 31Q: 3 clusters Score -3245024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3245040.000000 Penalty: 5057.959473
	Iteration 32Q: 3 clusters Score -3245040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -3245041.250000 Penalty: 5057.959473
	Iteration 33Q: 3 clusters Score -3245041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -3245038.000000 Penalty: 5057.959473
	Iteration 34Q: 3 clusters Score -3245038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3245055.500000 Penalty: 5057.959473
	Iteration 35Q: 3 clusters Score -3245056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3245059.000000 Penalty: 5057.959473
	Iteration 36Q: 3 clusters Score -3245059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3245072.250000 Penalty: 5057.959473
	Iteration 37Q: 3 clusters Score -3245072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3245078.250000 Penalty: 5057.959473
	Iteration 38Q: 3 clusters Score -3245078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -3245081.000000 Penalty: 5057.959473
	Iteration 39Q: 3 clusters Score -3245081 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3245096.000000 Penalty: 5057.959473
	Iteration 40F: 3 clusters Score -3245096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3245103.000000 Penalty: 5057.959473
	Iteration 41Q: 3 clusters Score -3245103 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3245112.500000 Penalty: 5057.959473
	Iteration 42Q: 3 clusters Score -3245112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -3245129.250000 Penalty: 5057.959473
	Iteration 43Q: 3 clusters Score -3245129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3245134.250000 Penalty: 5057.959473
	Iteration 44Q: 3 clusters Score -3245134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3245157.000000 Penalty: 5057.959473
	Iteration 45Q: 3 clusters Score -3245157 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3245170.500000 Penalty: 5057.959473
	Iteration 46Q: 3 clusters Score -3245170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -3245172.500000 Penalty: 5057.959473
	Iteration 47Q: 3 clusters Score -3245172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3245173.750000 Penalty: 5057.959473
	Iteration 48Q: 3 clusters Score -3245174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3245177.000000 Penalty: 5057.959473
	Iteration 49Q: 3 clusters Score -3245177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3245178.750000 Penalty: 5057.959473
	Iteration 50Q: 3 clusters Score -3245179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -3245187.250000 Penalty: 5057.959473
	Iteration 51Q: 3 clusters Score -3245187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -3245189.000000 Penalty: 5057.959473
	Iteration 52Q: 3 clusters Score -3245189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -3245190.750000 Penalty: 5057.959473
	Iteration 53Q: 3 clusters Score -3245191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -3245201.500000 Penalty: 5057.959473
	Iteration 54Q: 3 clusters Score -3245202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3245210.250000 Penalty: 5057.959473
	Iteration 55Q: 3 clusters Score -3245210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3245221.000000 Penalty: 5057.959473
	Iteration 56Q: 3 clusters Score -3245221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3245226.000000 Penalty: 5057.959473
	Iteration 57Q: 3 clusters Score -3245226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3245237.250000 Penalty: 5057.959473
	Iteration 58Q: 3 clusters Score -3245237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -3245239.500000 Penalty: 5057.959473
	Iteration 59Q: 3 clusters Score -3245240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3245249.750000 Penalty: 5057.959473
	Iteration 60F: 3 clusters Score -3245250 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3245266.000000 Penalty: 5057.959473
	Iteration 61Q: 3 clusters Score -3245266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3245277.750000 Penalty: 5057.959473
	Iteration 62Q: 3 clusters Score -3245278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3245276.000000 Penalty: 5057.959473
	Iteration 63Q: 3 clusters Score -3245276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -3245289.000000 Penalty: 5057.959473
	Iteration 64Q: 3 clusters Score -3245289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3245292.750000 Penalty: 5057.959473
	Iteration 65Q: 3 clusters Score -3245293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3245291.750000 Penalty: 5057.959473
	Iteration 66Q: 3 clusters Score -3245292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -3245295.000000 Penalty: 5057.959473
	Iteration 67Q: 3 clusters Score -3245295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -3245291.000000 Penalty: 5057.959473
	Iteration 68Q: 3 clusters Score -3245291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -3245293.500000 Penalty: 5057.959473
	Iteration 69Q: 3 clusters Score -3245294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -3245294.750000 Penalty: 5057.959473
	Iteration 70Q: 3 clusters Score -3245295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -3245295.000000 Penalty: 5057.959473
	Iteration 71Q: 3 clusters Score -3245295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3245297.500000 Penalty: 5057.959473
	Iteration 72Q: 3 clusters Score -3245298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -3245296.500000 Penalty: 5057.959473
	Iteration 73Q: 3 clusters Score -3245296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -3245302.000000 Penalty: 5057.959473
	Iteration 74Q: 3 clusters Score -3245302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3245301.750000 Penalty: 5057.959473
	Iteration 75Q: 3 clusters Score -3245302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3245299.750000 Penalty: 5057.959473
	Iteration 76Q: 3 clusters Score -3245300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3245302.000000 Penalty: 5057.959473
	Iteration 77Q: 3 clusters Score -3245302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3245303.250000 Penalty: 5057.959473
	Iteration 78Q: 3 clusters Score -3245303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3245303.250000 Penalty: 5057.959473
	Iteration 79F: 3 clusters Score -3245303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -234254.687500 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -234254.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -231628.531250 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -231628.5 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -232111.453125 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -232111.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -232279.906250 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -232279.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -232409.328125 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -232409.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -232516.421875 Penalty: 3778.896240
	Iteration 4Q: 3 clusters Score -232516.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -232622.031250 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -232622 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -232712.796875 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -232712.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -232804.203125 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -232804.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -232879.093750 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -232879.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -232925.421875 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -232925.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -232969.750000 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -232969.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -233012.515625 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -233012.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -233055.015625 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -233055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -233116.171875 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -233116.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -233170.031250 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -233170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -233206.734375 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -233206.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -233237.093750 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -233237.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -233249.265625 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -233249.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -233255.343750 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -233255.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -233260.515625 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -233260.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -233264.281250 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -233264.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -233268.656250 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -233268.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -233272.031250 Penalty: 3778.896240
	Iteration 22Q: 3 clusters Score -233272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -233275.265625 Penalty: 3778.896240
	Iteration 23Q: 3 clusters Score -233275.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -233277.343750 Penalty: 3778.896240
	Iteration 24Q: 3 clusters Score -233277.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -233280.140625 Penalty: 3778.896240
	Iteration 25Q: 3 clusters Score -233280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -233281.343750 Penalty: 3778.896240
	Iteration 26Q: 3 clusters Score -233281.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -233283.390625 Penalty: 3778.896240
	Iteration 27Q: 3 clusters Score -233283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -233286.125000 Penalty: 3778.896240
	Iteration 28Q: 3 clusters Score -233286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -233288.156250 Penalty: 3778.896240
	Iteration 29Q: 3 clusters Score -233288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -233290.750000 Penalty: 3778.896240
	Iteration 30Q: 3 clusters Score -233290.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -233293.203125 Penalty: 3778.896240
	Iteration 31Q: 3 clusters Score -233293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -233293.625000 Penalty: 3778.896240
	Iteration 32Q: 3 clusters Score -233293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -233296.921875 Penalty: 3778.896240
	Iteration 33Q: 3 clusters Score -233296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -233298.328125 Penalty: 3778.896240
	Iteration 34Q: 3 clusters Score -233298.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -233299.078125 Penalty: 3778.896240
	Iteration 35Q: 3 clusters Score -233299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -233302.609375 Penalty: 3778.896240
	Iteration 36Q: 3 clusters Score -233302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -233307.265625 Penalty: 3778.896240
	Iteration 37Q: 3 clusters Score -233307.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -233313.062500 Penalty: 3778.896240
	Iteration 38Q: 3 clusters Score -233313.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -233316.093750 Penalty: 3778.896240
	Iteration 39Q: 3 clusters Score -233316.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -233318.406250 Penalty: 3778.896240
	Iteration 40F: 3 clusters Score -233318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -233319.171875 Penalty: 3778.896240
	Iteration 41Q: 3 clusters Score -233319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -233319.171875 Penalty: 3778.896240
	Iteration 42F: 3 clusters Score -233319.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Entering Unmasked Estep 
Score: -721873.125000 Penalty: 2162.795654
	Iteration 0F: 2 clusters Score -721873.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -716666.375000 Penalty: 4325.591309
	Iteration 0F: 3 clusters Score -716666.4 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -718304.500000 Penalty: 4325.591309
	Iteration 1F: 3 clusters Score -718304.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -718918.375000 Penalty: 4325.591309
	Iteration 2F: 3 clusters Score -718918.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -719482.125000 Penalty: 4325.591309
	Iteration 3F: 3 clusters Score -719482.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -719952.500000 Penalty: 4325.591309
	Iteration 4F: 3 clusters Score -719952.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -720414.187500 Penalty: 4325.591309
	Iteration 5F: 3 clusters Score -720414.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -720907.625000 Penalty: 4325.591309
	Iteration 6F: 3 clusters Score -720907.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -721331.750000 Penalty: 4325.591309
	Iteration 7F: 3 clusters Score -721331.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -721603.875000 Penalty: 4325.591309
	Iteration 8Q: 3 clusters Score -721603.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -721750.625000 Penalty: 4325.591309
	Iteration 9Q: 3 clusters Score -721750.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -721811.625000 Penalty: 4325.591309
	Iteration 10Q: 3 clusters Score -721811.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -721834.437500 Penalty: 4325.591309
	Iteration 11Q: 3 clusters Score -721834.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -721848.937500 Penalty: 4325.591309
	Iteration 12Q: 3 clusters Score -721848.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -721857.437500 Penalty: 4325.591309
	Iteration 13Q: 3 clusters Score -721857.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -721861.500000 Penalty: 4325.591309
	Iteration 14Q: 3 clusters Score -721861.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -721864.125000 Penalty: 4325.591309
	Iteration 15Q: 3 clusters Score -721864.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -721866.250000 Penalty: 4325.591309
	Iteration 16Q: 3 clusters Score -721866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -721865.812500 Penalty: 4325.591309
	Iteration 17Q: 3 clusters Score -721865.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -721866.500000 Penalty: 4325.591309
	Iteration 18Q: 3 clusters Score -721866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -721866.937500 Penalty: 4325.591309
	Iteration 19Q: 3 clusters Score -721866.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -721866.937500 Penalty: 4325.591309
	Iteration 20F: 3 clusters Score -721866.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (40852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Entering Unmasked Estep 
Score: -5087231.000000 Penalty: 2633.192383
	Iteration 0F: 2 clusters Score -5087231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -5059688.500000 Penalty: 5266.384766
	Iteration 0F: 3 clusters Score -5059688 nChanged 18596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -5070060.000000 Penalty: 5266.384766
	Iteration 1F: 3 clusters Score -5070060 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -5070619.500000 Penalty: 5266.384766
	Iteration 2Q: 3 clusters Score -5070620 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -5071163.500000 Penalty: 5266.384766
	Iteration 3Q: 3 clusters Score -5071164 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -5071717.500000 Penalty: 5266.384766
	Iteration 4Q: 3 clusters Score -5071718 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -5072399.000000 Penalty: 5266.384766
	Iteration 5Q: 3 clusters Score -5072399 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -5073296.000000 Penalty: 5266.384766
	Iteration 6Q: 3 clusters Score -5073296 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -5074316.000000 Penalty: 5266.384766
	Iteration 7F: 3 clusters Score -5074316 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -5075404.500000 Penalty: 5266.384766
	Iteration 8F: 3 clusters Score -5075404 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -5076417.500000 Penalty: 5266.384766
	Iteration 9Q: 3 clusters Score -5076418 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -5077454.500000 Penalty: 5266.384766
	Iteration 10Q: 3 clusters Score -5077454 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -5078328.500000 Penalty: 5266.384766
	Iteration 11Q: 3 clusters Score -5078328 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -5079039.500000 Penalty: 5266.384766
	Iteration 12Q: 3 clusters Score -5079040 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -5079660.000000 Penalty: 5266.384766
	Iteration 13Q: 3 clusters Score -5079660 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -5080296.000000 Penalty: 5266.384766
	Iteration 14Q: 3 clusters Score -5080296 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -5080862.000000 Penalty: 5266.384766
	Iteration 15Q: 3 clusters Score -5080862 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -5081376.000000 Penalty: 5266.384766
	Iteration 16Q: 3 clusters Score -5081376 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -5081814.500000 Penalty: 5266.384766
	Iteration 17Q: 3 clusters Score -5081814 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -5082152.500000 Penalty: 5266.384766
	Iteration 18Q: 3 clusters Score -5082152 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -5082397.500000 Penalty: 5266.384766
	Iteration 19Q: 3 clusters Score -5082398 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -5082567.000000 Penalty: 5266.384766
	Iteration 20F: 3 clusters Score -5082567 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -5082743.000000 Penalty: 5266.384766
	Iteration 21Q: 3 clusters Score -5082743 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -5082957.500000 Penalty: 5266.384766
	Iteration 22Q: 3 clusters Score -5082958 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -5083100.500000 Penalty: 5266.384766
	Iteration 23Q: 3 clusters Score -5083100 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -5083243.000000 Penalty: 5266.384766
	Iteration 24Q: 3 clusters Score -5083243 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -5083374.500000 Penalty: 5266.384766
	Iteration 25Q: 3 clusters Score -5083374 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -5083494.500000 Penalty: 5266.384766
	Iteration 26Q: 3 clusters Score -5083494 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -5083613.000000 Penalty: 5266.384766
	Iteration 27Q: 3 clusters Score -5083613 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -5083734.000000 Penalty: 5266.384766
	Iteration 28Q: 3 clusters Score -5083734 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -5083794.000000 Penalty: 5266.384766
	Iteration 29Q: 3 clusters Score -5083794 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -5083884.500000 Penalty: 5266.384766
	Iteration 30Q: 3 clusters Score -5083884 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -5083960.000000 Penalty: 5266.384766
	Iteration 31Q: 3 clusters Score -5083960 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -5084041.500000 Penalty: 5266.384766
	Iteration 32Q: 3 clusters Score -5084042 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -5084081.500000 Penalty: 5266.384766
	Iteration 33Q: 3 clusters Score -5084082 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -5084165.000000 Penalty: 5266.384766
	Iteration 34Q: 3 clusters Score -5084165 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -5084236.500000 Penalty: 5266.384766
	Iteration 35Q: 3 clusters Score -5084236 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -5084285.500000 Penalty: 5266.384766
	Iteration 36Q: 3 clusters Score -5084286 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -5084324.000000 Penalty: 5266.384766
	Iteration 37Q: 3 clusters Score -5084324 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -5084350.000000 Penalty: 5266.384766
	Iteration 38Q: 3 clusters Score -5084350 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -5084401.000000 Penalty: 5266.384766
	Iteration 39Q: 3 clusters Score -5084401 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -5084442.000000 Penalty: 5266.384766
	Iteration 40F: 3 clusters Score -5084442 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -5084445.000000 Penalty: 5266.384766
	Iteration 41Q: 3 clusters Score -5084445 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -5084462.500000 Penalty: 5266.384766
	Iteration 42Q: 3 clusters Score -5084462 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -5084505.500000 Penalty: 5266.384766
	Iteration 43Q: 3 clusters Score -5084506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -5084521.500000 Penalty: 5266.384766
	Iteration 44Q: 3 clusters Score -5084522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -5084542.000000 Penalty: 5266.384766
	Iteration 45Q: 3 clusters Score -5084542 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -5084559.000000 Penalty: 5266.384766
	Iteration 46Q: 3 clusters Score -5084559 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5084570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -5084585.000000 Penalty: 5266.384766
	Iteration 48Q: 3 clusters Score -5084585 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -5084605.500000 Penalty: 5266.384766
	Iteration 49Q: 3 clusters Score -5084606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -5084626.500000 Penalty: 5266.384766
	Iteration 50Q: 3 clusters Score -5084626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -5084641.000000 Penalty: 5266.384766
	Iteration 51Q: 3 clusters Score -5084641 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5084670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -5084695.500000 Penalty: 5266.384766
	Iteration 53Q: 3 clusters Score -5084696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5084707 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5084724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -5084751.500000 Penalty: 5266.384766
	Iteration 56Q: 3 clusters Score -5084752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -5084753.000000 Penalty: 5266.384766
	Iteration 57Q: 3 clusters Score -5084753 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -5084772.500000 Penalty: 5266.384766
	Iteration 58Q: 3 clusters Score -5084772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -5084784.500000 Penalty: 5266.384766
	Iteration 59Q: 3 clusters Score -5084784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -5084810.500000 Penalty: 5266.384766
	Iteration 60F: 3 clusters Score -5084810 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -5084824.500000 Penalty: 5266.384766
	Iteration 61Q: 3 clusters Score -5084824 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -5084840.000000 Penalty: 5266.384766
	Iteration 62Q: 3 clusters Score -5084840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -5084867.000000 Penalty: 5266.384766
	Iteration 63Q: 3 clusters Score -5084867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -5084866.000000 Penalty: 5266.384766
	Iteration 64Q: 3 clusters Score -5084866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -5084881.000000 Penalty: 5266.384766
	Iteration 65Q: 3 clusters Score -5084881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -5084894.000000 Penalty: 5266.384766
	Iteration 66Q: 3 clusters Score -5084894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -5084909.500000 Penalty: 5266.384766
	Iteration 67Q: 3 clusters Score -5084910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -5084909.000000 Penalty: 5266.384766
	Iteration 68Q: 3 clusters Score -5084909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -5084916.500000 Penalty: 5266.384766
	Iteration 69Q: 3 clusters Score -5084916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -5084913.500000 Penalty: 5266.384766
	Iteration 70Q: 3 clusters Score -5084914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -5084916.000000 Penalty: 5266.384766
	Iteration 71Q: 3 clusters Score -5084916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -5084929.500000 Penalty: 5266.384766
	Iteration 72Q: 3 clusters Score -5084930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -5084942.000000 Penalty: 5266.384766
	Iteration 73Q: 3 clusters Score -5084942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -5084944.000000 Penalty: 5266.384766
	Iteration 74Q: 3 clusters Score -5084944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -5084949.500000 Penalty: 5266.384766
	Iteration 75Q: 3 clusters Score -5084950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -5084949.500000 Penalty: 5266.384766
	Iteration 76Q: 3 clusters Score -5084950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5084945.000000 Penalty: 5266.384766
	Iteration 77Q: 3 clusters Score -5084945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5084950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -5084961.500000 Penalty: 5266.384766
	Iteration 79Q: 3 clusters Score -5084962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -5084962.500000 Penalty: 5266.384766
	Iteration 80F: 3 clusters Score -5084962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -5084960.500000 Penalty: 5266.384766
	Iteration 81Q: 3 clusters Score -5084960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5084958.500000 Penalty: 5266.384766
	Iteration 82Q: 3 clusters Score -5084958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -5084961.500000 Penalty: 5266.384766
	Iteration 83Q: 3 clusters Score -5084962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -5084965.500000 Penalty: 5266.384766
	Iteration 84Q: 3 clusters Score -5084966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -5084975.500000 Penalty: 5266.384766
	Iteration 85Q: 3 clusters Score -5084976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -5084974.000000 Penalty: 5266.384766
	Iteration 86Q: 3 clusters Score -5084974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -5084975.000000 Penalty: 5266.384766
	Iteration 87Q: 3 clusters Score -5084975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -5084974.500000 Penalty: 5266.384766
	Iteration 88Q: 3 clusters Score -5084974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -5084975.000000 Penalty: 5266.384766
	Iteration 89Q: 3 clusters Score -5084975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -5084981.000000 Penalty: 5266.384766
	Iteration 90Q: 3 clusters Score -5084981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -5084984.500000 Penalty: 5266.384766
	Iteration 91Q: 3 clusters Score -5084984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -5084990.000000 Penalty: 5266.384766
	Iteration 92Q: 3 clusters Score -5084990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -5084993.000000 Penalty: 5266.384766
	Iteration 93Q: 3 clusters Score -5084993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -5084990.500000 Penalty: 5266.384766
	Iteration 94Q: 3 clusters Score -5084990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -5084993.000000 Penalty: 5266.384766
	Iteration 95Q: 3 clusters Score -5084993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -5084991.000000 Penalty: 5266.384766
	Iteration 96Q: 3 clusters Score -5084991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -5084993.000000 Penalty: 5266.384766
	Iteration 97Q: 3 clusters Score -5084993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -5084988.000000 Penalty: 5266.384766
	Iteration 98Q: 3 clusters Score -5084988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -5084988.000000 Penalty: 5266.384766
	Iteration 99Q: 3 clusters Score -5084988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -5084989.000000 Penalty: 5266.384766
	Iteration 100F: 3 clusters Score -5084989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -5084997.500000 Penalty: 5266.384766
	Iteration 101Q: 3 clusters Score -5084998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -5084991.000000 Penalty: 5266.384766
	Iteration 102Q: 3 clusters Score -5084991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -5085004.000000 Penalty: 5266.384766
	Iteration 103Q: 3 clusters Score -5085004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -5085003.000000 Penalty: 5266.384766
	Iteration 104Q: 3 clusters Score -5085003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -5085002.000000 Penalty: 5266.384766
	Iteration 105Q: 3 clusters Score -5085002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -5085001.500000 Penalty: 5266.384766
	Iteration 106Q: 3 clusters Score -5085002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -5085012.000000 Penalty: 5266.384766
	Iteration 107Q: 3 clusters Score -5085012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -5085010.000000 Penalty: 5266.384766
	Iteration 108Q: 3 clusters Score -5085010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -5085008.500000 Penalty: 5266.384766
	Iteration 109Q: 3 clusters Score -5085008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -5085008.000000 Penalty: 5266.384766
	Iteration 110Q: 3 clusters Score -5085008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -5085010.500000 Penalty: 5266.384766
	Iteration 111Q: 3 clusters Score -5085010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -5085013.500000 Penalty: 5266.384766
	Iteration 112Q: 3 clusters Score -5085014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -5085019.000000 Penalty: 5266.384766
	Iteration 113Q: 3 clusters Score -5085019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -5085024.000000 Penalty: 5266.384766
	Iteration 114Q: 3 clusters Score -5085024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -5085030.000000 Penalty: 5266.384766
	Iteration 115Q: 3 clusters Score -5085030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -5085033.500000 Penalty: 5266.384766
	Iteration 116Q: 3 clusters Score -5085034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -5085030.500000 Penalty: 5266.384766
	Iteration 117Q: 3 clusters Score -5085030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -5085025.000000 Penalty: 5266.384766
	Iteration 118Q: 3 clusters Score -5085025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5085026.500000 Penalty: 5266.384766
	Iteration 119Q: 3 clusters Score -5085026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -5085026.500000 Penalty: 5266.384766
	Iteration 120F: 3 clusters Score -5085026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -5085027.500000 Penalty: 5266.384766
	Iteration 121Q: 3 clusters Score -5085028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -5085028.000000 Penalty: 5266.384766
	Iteration 122Q: 3 clusters Score -5085028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -5085030.500000 Penalty: 5266.384766
	Iteration 123Q: 3 clusters Score -5085030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -5085032.000000 Penalty: 5266.384766
	Iteration 124Q: 3 clusters Score -5085032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -5085035.000000 Penalty: 5266.384766
	Iteration 125Q: 3 clusters Score -5085035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -5085033.500000 Penalty: 5266.384766
	Iteration 126Q: 3 clusters Score -5085034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -5085037.500000 Penalty: 5266.384766
	Iteration 127Q: 3 clusters Score -5085038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -5085036.500000 Penalty: 5266.384766
	Iteration 128Q: 3 clusters Score -5085036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -5085036.500000 Penalty: 5266.384766
	Iteration 129Q: 3 clusters Score -5085036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -5085040.000000 Penalty: 5266.384766
	Iteration 130Q: 3 clusters Score -5085040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -5085038.500000 Penalty: 5266.384766
	Iteration 131Q: 3 clusters Score -5085038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -5085036.500000 Penalty: 5266.384766
	Iteration 132Q: 3 clusters Score -5085036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -5085038.000000 Penalty: 5266.384766
	Iteration 133Q: 3 clusters Score -5085038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -5085038.000000 Penalty: 5266.384766
	Iteration 134F: 3 clusters Score -5085038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -228711.781250 Penalty: 1800.086304
	Iteration 0F: 2 clusters Score -228711.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -226450.625000 Penalty: 3600.172607
	Iteration 0F: 3 clusters Score -226450.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -226828.968750 Penalty: 3600.172607
	Iteration 1F: 3 clusters Score -226829 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -227009.093750 Penalty: 3600.172607
	Iteration 2F: 3 clusters Score -227009.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -227120.062500 Penalty: 3600.172607
	Iteration 3F: 3 clusters Score -227120.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -227191.265625 Penalty: 3600.172607
	Iteration 4Q: 3 clusters Score -227191.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -227257.234375 Penalty: 3600.172607
	Iteration 5Q: 3 clusters Score -227257.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -227311.500000 Penalty: 3600.172607
	Iteration 6Q: 3 clusters Score -227311.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -227364.937500 Penalty: 3600.172607
	Iteration 7Q: 3 clusters Score -227364.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -227422.531250 Penalty: 3600.172607
	Iteration 8Q: 3 clusters Score -227422.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -227491.078125 Penalty: 3600.172607
	Iteration 9Q: 3 clusters Score -227491.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -227564.375000 Penalty: 3600.172607
	Iteration 10Q: 3 clusters Score -227564.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -227653.000000 Penalty: 3600.172607
	Iteration 11Q: 3 clusters Score -227653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -227745.843750 Penalty: 3600.172607
	Iteration 12Q: 3 clusters Score -227745.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -227815.156250 Penalty: 3600.172607
	Iteration 13Q: 3 clusters Score -227815.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -227876.984375 Penalty: 3600.172607
	Iteration 14Q: 3 clusters Score -227877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -227939.328125 Penalty: 3600.172607
	Iteration 15Q: 3 clusters Score -227939.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -227972.640625 Penalty: 3600.172607
	Iteration 16Q: 3 clusters Score -227972.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -228009.500000 Penalty: 3600.172607
	Iteration 17Q: 3 clusters Score -228009.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -228044.484375 Penalty: 3600.172607
	Iteration 18Q: 3 clusters Score -228044.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -228087.625000 Penalty: 3600.172607
	Iteration 19Q: 3 clusters Score -228087.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -228116.265625 Penalty: 3600.172607
	Iteration 20F: 3 clusters Score -228116.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -228133.750000 Penalty: 3600.172607
	Iteration 21Q: 3 clusters Score -228133.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -228174.218750 Penalty: 3600.172607
	Iteration 22Q: 3 clusters Score -228174.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -228209.640625 Penalty: 3600.172607
	Iteration 23Q: 3 clusters Score -228209.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -228234.062500 Penalty: 3600.172607
	Iteration 24Q: 3 clusters Score -228234.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -228270.453125 Penalty: 3600.172607
	Iteration 25Q: 3 clusters Score -228270.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -228311.296875 Penalty: 3600.172607
	Iteration 26Q: 3 clusters Score -228311.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -228353.703125 Penalty: 3600.172607
	Iteration 27Q: 3 clusters Score -228353.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -228373.125000 Penalty: 3600.172607
	Iteration 28Q: 3 clusters Score -228373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -228382.000000 Penalty: 3600.172607
	Iteration 29Q: 3 clusters Score -228382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -228390.593750 Penalty: 3600.172607
	Iteration 30Q: 3 clusters Score -228390.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -228392.375000 Penalty: 3600.172607
	Iteration 31Q: 3 clusters Score -228392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -228393.390625 Penalty: 3600.172607
	Iteration 32Q: 3 clusters Score -228393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -228398.937500 Penalty: 3600.172607
	Iteration 33Q: 3 clusters Score -228398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -228407.281250 Penalty: 3600.172607
	Iteration 34Q: 3 clusters Score -228407.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -228416.468750 Penalty: 3600.172607
	Iteration 35Q: 3 clusters Score -228416.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -228423.640625 Penalty: 3600.172607
	Iteration 36Q: 3 clusters Score -228423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -228425.515625 Penalty: 3600.172607
	Iteration 37Q: 3 clusters Score -228425.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -228432.843750 Penalty: 3600.172607
	Iteration 38Q: 3 clusters Score -228432.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -228447.359375 Penalty: 3600.172607
	Iteration 39Q: 3 clusters Score -228447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -228456.921875 Penalty: 3600.172607
	Iteration 40F: 3 clusters Score -228456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -228464.000000 Penalty: 3600.172607
	Iteration 41Q: 3 clusters Score -228464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -228465.187500 Penalty: 3600.172607
	Iteration 42Q: 3 clusters Score -228465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -228465.187500 Penalty: 3600.172607
	Iteration 43F: 3 clusters Score -228465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -25578.259766 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -25578.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24342.160156 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -24342.16 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24607.416016 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -24607.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24733.080078 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -24733.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24856.515625 Penalty: 2968.032471
	Iteration 3F: 3 clusters Score -24856.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24907.972656 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -24907.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24963.210938 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -24963.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24985.113281 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -24985.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24994.517578 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -24994.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25041.548828 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -25041.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25056.630859 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -25056.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25056.630859 Penalty: 2968.032471
	Iteration 10F: 3 clusters Score -25056.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Entering Unmasked Estep 
Score: -601516.437500 Penalty: 2119.787109
	Iteration 0F: 2 clusters Score -601516.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -596906.500000 Penalty: 4239.574219
	Iteration 0F: 3 clusters Score -596906.5 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -598110.812500 Penalty: 4239.574219
	Iteration 1F: 3 clusters Score -598110.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -598457.500000 Penalty: 4239.574219
	Iteration 2F: 3 clusters Score -598457.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -598770.500000 Penalty: 4239.574219
	Iteration 3F: 3 clusters Score -598770.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -599143.000000 Penalty: 4239.574219
	Iteration 4F: 3 clusters Score -599143 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -599513.562500 Penalty: 4239.574219
	Iteration 5F: 3 clusters Score -599513.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -599855.875000 Penalty: 4239.574219
	Iteration 6F: 3 clusters Score -599855.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -600070.125000 Penalty: 4239.574219
	Iteration 7Q: 3 clusters Score -600070.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -600201.750000 Penalty: 4239.574219
	Iteration 8Q: 3 clusters Score -600201.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -600267.375000 Penalty: 4239.574219
	Iteration 9Q: 3 clusters Score -600267.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -600317.062500 Penalty: 4239.574219
	Iteration 10Q: 3 clusters Score -600317.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -600371.187500 Penalty: 4239.574219
	Iteration 11Q: 3 clusters Score -600371.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -600416.250000 Penalty: 4239.574219
	Iteration 12Q: 3 clusters Score -600416.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -600451.312500 Penalty: 4239.574219
	Iteration 13Q: 3 clusters Score -600451.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -600476.375000 Penalty: 4239.574219
	Iteration 14Q: 3 clusters Score -600476.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -600494.250000 Penalty: 4239.574219
	Iteration 15Q: 3 clusters Score -600494.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -600513.562500 Penalty: 4239.574219
	Iteration 16Q: 3 clusters Score -600513.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -600538.187500 Penalty: 4239.574219
	Iteration 17Q: 3 clusters Score -600538.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -600559.875000 Penalty: 4239.574219
	Iteration 18Q: 3 clusters Score -600559.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -600581.750000 Penalty: 4239.574219
	Iteration 19Q: 3 clusters Score -600581.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -600601.500000 Penalty: 4239.574219
	Iteration 20F: 3 clusters Score -600601.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -600614.687500 Penalty: 4239.574219
	Iteration 21Q: 3 clusters Score -600614.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -600630.812500 Penalty: 4239.574219
	Iteration 22Q: 3 clusters Score -600630.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -600641.500000 Penalty: 4239.574219
	Iteration 23Q: 3 clusters Score -600641.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -600650.625000 Penalty: 4239.574219
	Iteration 24Q: 3 clusters Score -600650.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -600655.312500 Penalty: 4239.574219
	Iteration 25Q: 3 clusters Score -600655.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -600661.562500 Penalty: 4239.574219
	Iteration 26Q: 3 clusters Score -600661.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -600666.375000 Penalty: 4239.574219
	Iteration 27Q: 3 clusters Score -600666.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -600668.437500 Penalty: 4239.574219
	Iteration 28Q: 3 clusters Score -600668.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -600671.250000 Penalty: 4239.574219
	Iteration 29Q: 3 clusters Score -600671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -600671.312500 Penalty: 4239.574219
	Iteration 30Q: 3 clusters Score -600671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -600670.812500 Penalty: 4239.574219
	Iteration 31Q: 3 clusters Score -600670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -600670.937500 Penalty: 4239.574219
	Iteration 32Q: 3 clusters Score -600670.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -600670.937500 Penalty: 4239.574219
	Iteration 33F: 3 clusters Score -600670.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -66759.671875 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -66759.67 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 332 members 
Entering Unmasked Estep 
Score: -65127.429688 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -65127.43 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65302.898438 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -65302.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65354.480469 Penalty: 3204.112793
	Iteration 2Q: 3 clusters Score -65354.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -65384.796875 Penalty: 3204.112793
	Iteration 3Q: 3 clusters Score -65384.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65407.968750 Penalty: 3204.112793
	Iteration 4Q: 3 clusters Score -65407.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -65431.359375 Penalty: 3204.112793
	Iteration 5Q: 3 clusters Score -65431.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -65458.289062 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -65458.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -65483.726562 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -65483.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -65507.566406 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -65507.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -65531.082031 Penalty: 3204.112793
	Iteration 9Q: 3 clusters Score -65531.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -65569.523438 Penalty: 3204.112793
	Iteration 10Q: 3 clusters Score -65569.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -65603.765625 Penalty: 3204.112793
	Iteration 11Q: 3 clusters Score -65603.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65619.250000 Penalty: 3204.112793
	Iteration 12Q: 3 clusters Score -65619.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65629.328125 Penalty: 3204.112793
	Iteration 13Q: 3 clusters Score -65629.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -65630.695312 Penalty: 3204.112793
	Iteration 14Q: 3 clusters Score -65630.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -65632.609375 Penalty: 3204.112793
	Iteration 15Q: 3 clusters Score -65632.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65633.492188 Penalty: 3204.112793
	Iteration 16Q: 3 clusters Score -65633.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65633.492188 Penalty: 3204.112793
	Iteration 17F: 3 clusters Score -65633.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (30173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Entering Unmasked Estep 
Score: -3672643.750000 Penalty: 2558.046387
	Iteration 0F: 2 clusters Score -3672644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3651876.250000 Penalty: 5116.092773
	Iteration 0F: 3 clusters Score -3651876 nChanged 13792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3659182.750000 Penalty: 5116.092773
	Iteration 1F: 3 clusters Score -3659183 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3659583.000000 Penalty: 5116.092773
	Iteration 2Q: 3 clusters Score -3659583 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3659968.000000 Penalty: 5116.092773
	Iteration 3Q: 3 clusters Score -3659968 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -3660374.500000 Penalty: 5116.092773
	Iteration 4Q: 3 clusters Score -3660374 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3660923.000000 Penalty: 5116.092773
	Iteration 5Q: 3 clusters Score -3660923 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3661812.000000 Penalty: 5116.092773
	Iteration 6F: 3 clusters Score -3661812 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -3663163.500000 Penalty: 5116.092773
	Iteration 7F: 3 clusters Score -3663164 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3665060.000000 Penalty: 5116.092773
	Iteration 8F: 3 clusters Score -3665060 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3667158.250000 Penalty: 5116.092773
	Iteration 9F: 3 clusters Score -3667158 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3668783.250000 Penalty: 5116.092773
	Iteration 10F: 3 clusters Score -3668783 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3669608.500000 Penalty: 5116.092773
	Iteration 11Q: 3 clusters Score -3669608 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3669985.250000 Penalty: 5116.092773
	Iteration 12Q: 3 clusters Score -3669985 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3670158.500000 Penalty: 5116.092773
	Iteration 13Q: 3 clusters Score -3670158 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3670262.000000 Penalty: 5116.092773
	Iteration 14Q: 3 clusters Score -3670262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3670325.250000 Penalty: 5116.092773
	Iteration 15Q: 3 clusters Score -3670325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3670358.250000 Penalty: 5116.092773
	Iteration 16Q: 3 clusters Score -3670358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3670375.750000 Penalty: 5116.092773
	Iteration 17Q: 3 clusters Score -3670376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3670387.500000 Penalty: 5116.092773
	Iteration 18Q: 3 clusters Score -3670388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3670399.000000 Penalty: 5116.092773
	Iteration 19Q: 3 clusters Score -3670399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3670405.500000 Penalty: 5116.092773
	Iteration 20F: 3 clusters Score -3670406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3670407.500000 Penalty: 5116.092773
	Iteration 21Q: 3 clusters Score -3670408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3670411.000000 Penalty: 5116.092773
	Iteration 22Q: 3 clusters Score -3670411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3670418.750000 Penalty: 5116.092773
	Iteration 23Q: 3 clusters Score -3670419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3670416.500000 Penalty: 5116.092773
	Iteration 24Q: 3 clusters Score -3670416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3670422.750000 Penalty: 5116.092773
	Iteration 25Q: 3 clusters Score -3670423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3670423.250000 Penalty: 5116.092773
	Iteration 26Q: 3 clusters Score -3670423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3670425.000000 Penalty: 5116.092773
	Iteration 27Q: 3 clusters Score -3670425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3670425.000000 Penalty: 5116.092773
	Iteration 28F: 3 clusters Score -3670425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -198535.562500 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -198535.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -196456.859375 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -196456.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -196845.875000 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -196845.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -197062.828125 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -197062.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -197455.890625 Penalty: 3538.114746
	Iteration 3Q: 3 clusters Score -197455.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -197683.703125 Penalty: 3538.114746
	Iteration 4F: 3 clusters Score -197683.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -197821.750000 Penalty: 3538.114746
	Iteration 5F: 3 clusters Score -197821.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -197966.109375 Penalty: 3538.114746
	Iteration 6F: 3 clusters Score -197966.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -198084.296875 Penalty: 3538.114746
	Iteration 7F: 3 clusters Score -198084.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -198176.562500 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -198176.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -198251.890625 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -198251.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -198294.359375 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -198294.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -198309.921875 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -198309.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -198323.031250 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -198323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -198340.515625 Penalty: 3538.114746
	Iteration 13Q: 3 clusters Score -198340.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -198349.468750 Penalty: 3538.114746
	Iteration 14Q: 3 clusters Score -198349.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -198363.671875 Penalty: 3538.114746
	Iteration 15Q: 3 clusters Score -198363.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -198380.390625 Penalty: 3538.114746
	Iteration 16Q: 3 clusters Score -198380.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -198399.328125 Penalty: 3538.114746
	Iteration 17Q: 3 clusters Score -198399.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -198417.484375 Penalty: 3538.114746
	Iteration 18Q: 3 clusters Score -198417.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -198431.890625 Penalty: 3538.114746
	Iteration 19Q: 3 clusters Score -198431.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -198439.593750 Penalty: 3538.114746
	Iteration 20F: 3 clusters Score -198439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -198444.031250 Penalty: 3538.114746
	Iteration 21Q: 3 clusters Score -198444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -198447.421875 Penalty: 3538.114746
	Iteration 22Q: 3 clusters Score -198447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -198447.421875 Penalty: 3538.114746
	Iteration 23F: 3 clusters Score -198447.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (17986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Entering Unmasked Estep 
Score: -2159457.000000 Penalty: 2429.742432
	Iteration 0F: 2 clusters Score -2159457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2146715.750000 Penalty: 4859.484863
	Iteration 0F: 3 clusters Score -2146716 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2151354.000000 Penalty: 4859.484863
	Iteration 1F: 3 clusters Score -2151354 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2152123.500000 Penalty: 4859.484863
	Iteration 2F: 3 clusters Score -2152124 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2152902.250000 Penalty: 4859.484863
	Iteration 3F: 3 clusters Score -2152902 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2153609.000000 Penalty: 4859.484863
	Iteration 4F: 3 clusters Score -2153609 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2154241.000000 Penalty: 4859.484863
	Iteration 5F: 3 clusters Score -2154241 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2154811.000000 Penalty: 4859.484863
	Iteration 6F: 3 clusters Score -2154811 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2155330.000000 Penalty: 4859.484863
	Iteration 7F: 3 clusters Score -2155330 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2155687.250000 Penalty: 4859.484863
	Iteration 8Q: 3 clusters Score -2155687 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2155930.750000 Penalty: 4859.484863
	Iteration 9Q: 3 clusters Score -2155931 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2156097.750000 Penalty: 4859.484863
	Iteration 10Q: 3 clusters Score -2156098 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2156231.500000 Penalty: 4859.484863
	Iteration 11Q: 3 clusters Score -2156232 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2156321.250000 Penalty: 4859.484863
	Iteration 12Q: 3 clusters Score -2156321 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2156388.750000 Penalty: 4859.484863
	Iteration 13Q: 3 clusters Score -2156389 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2156429.250000 Penalty: 4859.484863
	Iteration 14Q: 3 clusters Score -2156429 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2156482.750000 Penalty: 4859.484863
	Iteration 15Q: 3 clusters Score -2156483 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2156503.750000 Penalty: 4859.484863
	Iteration 16Q: 3 clusters Score -2156504 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2156528.500000 Penalty: 4859.484863
	Iteration 17Q: 3 clusters Score -2156528 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2156552.250000 Penalty: 4859.484863
	Iteration 18Q: 3 clusters Score -2156552 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2156575.250000 Penalty: 4859.484863
	Iteration 19Q: 3 clusters Score -2156575 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2156608.250000 Penalty: 4859.484863
	Iteration 20F: 3 clusters Score -2156608 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2156626.250000 Penalty: 4859.484863
	Iteration 21Q: 3 clusters Score -2156626 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2156656.750000 Penalty: 4859.484863
	Iteration 22Q: 3 clusters Score -2156657 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2156685.000000 Penalty: 4859.484863
	Iteration 23Q: 3 clusters Score -2156685 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2156722.000000 Penalty: 4859.484863
	Iteration 24Q: 3 clusters Score -2156722 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2156763.000000 Penalty: 4859.484863
	Iteration 25Q: 3 clusters Score -2156763 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2156807.500000 Penalty: 4859.484863
	Iteration 26Q: 3 clusters Score -2156808 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2156853.750000 Penalty: 4859.484863
	Iteration 27Q: 3 clusters Score -2156854 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2156912.000000 Penalty: 4859.484863
	Iteration 28Q: 3 clusters Score -2156912 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2156965.000000 Penalty: 4859.484863
	Iteration 29Q: 3 clusters Score -2156965 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2157023.750000 Penalty: 4859.484863
	Iteration 30Q: 3 clusters Score -2157024 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2157087.250000 Penalty: 4859.484863
	Iteration 31Q: 3 clusters Score -2157087 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2157167.750000 Penalty: 4859.484863
	Iteration 32Q: 3 clusters Score -2157168 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2157234.750000 Penalty: 4859.484863
	Iteration 33Q: 3 clusters Score -2157235 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2157335.500000 Penalty: 4859.484863
	Iteration 34Q: 3 clusters Score -2157336 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2157451.750000 Penalty: 4859.484863
	Iteration 35Q: 3 clusters Score -2157452 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2157557.750000 Penalty: 4859.484863
	Iteration 36Q: 3 clusters Score -2157558 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2157640.500000 Penalty: 4859.484863
	Iteration 37Q: 3 clusters Score -2157640 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2157739.000000 Penalty: 4859.484863
	Iteration 38Q: 3 clusters Score -2157739 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2157818.750000 Penalty: 4859.484863
	Iteration 39Q: 3 clusters Score -2157819 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2157890.250000 Penalty: 4859.484863
	Iteration 40F: 3 clusters Score -2157890 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2157930.250000 Penalty: 4859.484863
	Iteration 41Q: 3 clusters Score -2157930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2157960.250000 Penalty: 4859.484863
	Iteration 42Q: 3 clusters Score -2157960 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2157987.250000 Penalty: 4859.484863
	Iteration 43Q: 3 clusters Score -2157987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2158004.750000 Penalty: 4859.484863
	Iteration 44Q: 3 clusters Score -2158005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2158012.000000 Penalty: 4859.484863
	Iteration 45Q: 3 clusters Score -2158012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2158025.500000 Penalty: 4859.484863
	Iteration 46Q: 3 clusters Score -2158026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2158034.250000 Penalty: 4859.484863
	Iteration 47Q: 3 clusters Score -2158034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2158040.000000 Penalty: 4859.484863
	Iteration 48Q: 3 clusters Score -2158040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2158042.000000 Penalty: 4859.484863
	Iteration 49Q: 3 clusters Score -2158042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2158051.250000 Penalty: 4859.484863
	Iteration 50Q: 3 clusters Score -2158051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2158053.500000 Penalty: 4859.484863
	Iteration 51Q: 3 clusters Score -2158054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2158054.000000 Penalty: 4859.484863
	Iteration 52Q: 3 clusters Score -2158054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2158058.750000 Penalty: 4859.484863
	Iteration 53Q: 3 clusters Score -2158059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2158063.500000 Penalty: 4859.484863
	Iteration 54Q: 3 clusters Score -2158064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2158061.000000 Penalty: 4859.484863
	Iteration 55Q: 3 clusters Score -2158061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2158065.750000 Penalty: 4859.484863
	Iteration 56Q: 3 clusters Score -2158066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2158072.250000 Penalty: 4859.484863
	Iteration 57Q: 3 clusters Score -2158072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2158076.000000 Penalty: 4859.484863
	Iteration 58Q: 3 clusters Score -2158076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2158080.250000 Penalty: 4859.484863
	Iteration 59Q: 3 clusters Score -2158080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2158084.750000 Penalty: 4859.484863
	Iteration 60F: 3 clusters Score -2158085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2158085.750000 Penalty: 4859.484863
	Iteration 61Q: 3 clusters Score -2158086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2158090.000000 Penalty: 4859.484863
	Iteration 62Q: 3 clusters Score -2158090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2158095.000000 Penalty: 4859.484863
	Iteration 63Q: 3 clusters Score -2158095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2158096.000000 Penalty: 4859.484863
	Iteration 64Q: 3 clusters Score -2158096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2158100.750000 Penalty: 4859.484863
	Iteration 65Q: 3 clusters Score -2158101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2158104.250000 Penalty: 4859.484863
	Iteration 66Q: 3 clusters Score -2158104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2158105.250000 Penalty: 4859.484863
	Iteration 67Q: 3 clusters Score -2158105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2158108.250000 Penalty: 4859.484863
	Iteration 68Q: 3 clusters Score -2158108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2158106.750000 Penalty: 4859.484863
	Iteration 69Q: 3 clusters Score -2158107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2158106.250000 Penalty: 4859.484863
	Iteration 70Q: 3 clusters Score -2158106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2158109.750000 Penalty: 4859.484863
	Iteration 71Q: 3 clusters Score -2158110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2158110.250000 Penalty: 4859.484863
	Iteration 72Q: 3 clusters Score -2158110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2158110.250000 Penalty: 4859.484863
	Iteration 73F: 3 clusters Score -2158110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (91883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91883 members 
Entering Unmasked Estep 
Score: -11203181.000000 Penalty: 2834.211182
	Iteration 0F: 2 clusters Score -1.120318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -11141878.000000 Penalty: 5668.422363
	Iteration 0F: 3 clusters Score -1.114188e+07 nChanged 43170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -11166182.000000 Penalty: 5668.422363
	Iteration 1F: 3 clusters Score -1.116618e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -11167423.000000 Penalty: 5668.422363
	Iteration 2Q: 3 clusters Score -1.116742e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -11169234.000000 Penalty: 5668.422363
	Iteration 3Q: 3 clusters Score -1.116923e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -11172407.000000 Penalty: 5668.422363
	Iteration 4F: 3 clusters Score -1.117241e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -11177207.000000 Penalty: 5668.422363
	Iteration 5F: 3 clusters Score -1.117721e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -11182929.000000 Penalty: 5668.422363
	Iteration 6F: 3 clusters Score -1.118293e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76574 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -11188262.000000 Penalty: 5668.422363
	Iteration 7F: 3 clusters Score -1.118826e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -11192475.000000 Penalty: 5668.422363
	Iteration 8F: 3 clusters Score -1.119248e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -11195546.000000 Penalty: 5668.422363
	Iteration 9Q: 3 clusters Score -1.119555e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88065 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -11197755.000000 Penalty: 5668.422363
	Iteration 10Q: 3 clusters Score -1.119776e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -11199157.000000 Penalty: 5668.422363
	Iteration 11Q: 3 clusters Score -1.119916e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11199928.000000 Penalty: 5668.422363
	Iteration 12Q: 3 clusters Score -1.119993e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91030 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11200307.000000 Penalty: 5668.422363
	Iteration 13Q: 3 clusters Score -1.120031e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11200465.000000 Penalty: 5668.422363
	Iteration 14Q: 3 clusters Score -1.120046e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91308 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -11200530.000000 Penalty: 5668.422363
	Iteration 15Q: 3 clusters Score -1.120053e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91358 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11200559.000000 Penalty: 5668.422363
	Iteration 16Q: 3 clusters Score -1.120056e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11200596.000000 Penalty: 5668.422363
	Iteration 17Q: 3 clusters Score -1.12006e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11200625.000000 Penalty: 5668.422363
	Iteration 18Q: 3 clusters Score -1.120062e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91436 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11200660.000000 Penalty: 5668.422363
	Iteration 19Q: 3 clusters Score -1.120066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11200680.000000 Penalty: 5668.422363
	Iteration 20F: 3 clusters Score -1.120068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -11200697.000000 Penalty: 5668.422363
	Iteration 21Q: 3 clusters Score -1.12007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91462 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -11200706.000000 Penalty: 5668.422363
	Iteration 22Q: 3 clusters Score -1.120071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11200709.000000 Penalty: 5668.422363
	Iteration 23Q: 3 clusters Score -1.120071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91468 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11200710.000000 Penalty: 5668.422363
	Iteration 24Q: 3 clusters Score -1.120071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91471 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11200712.000000 Penalty: 5668.422363
	Iteration 25Q: 3 clusters Score -1.120071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91472 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -11200712.000000 Penalty: 5668.422363
	Iteration 26Q: 3 clusters Score -1.120071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -11200720.000000 Penalty: 5668.422363
	Iteration 27Q: 3 clusters Score -1.120072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -11200727.000000 Penalty: 5668.422363
	Iteration 28Q: 3 clusters Score -1.120073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -11200728.000000 Penalty: 5668.422363
	Iteration 29Q: 3 clusters Score -1.120073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11200734.000000 Penalty: 5668.422363
	Iteration 30Q: 3 clusters Score -1.120073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11200734.000000 Penalty: 5668.422363
	Iteration 31F: 3 clusters Score -1.120073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Entering Unmasked Estep 
Score: -555001.125000 Penalty: 2097.235107
	Iteration 0F: 2 clusters Score -555001.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -550699.875000 Penalty: 4194.470215
	Iteration 0F: 3 clusters Score -550699.9 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -551754.062500 Penalty: 4194.470215
	Iteration 1F: 3 clusters Score -551754.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -552056.062500 Penalty: 4194.470215
	Iteration 2F: 3 clusters Score -552056.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -552311.437500 Penalty: 4194.470215
	Iteration 3F: 3 clusters Score -552311.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -552519.562500 Penalty: 4194.470215
	Iteration 4F: 3 clusters Score -552519.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -552713.750000 Penalty: 4194.470215
	Iteration 5Q: 3 clusters Score -552713.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -552900.000000 Penalty: 4194.470215
	Iteration 6Q: 3 clusters Score -552900 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -553087.500000 Penalty: 4194.470215
	Iteration 7Q: 3 clusters Score -553087.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -553264.625000 Penalty: 4194.470215
	Iteration 8Q: 3 clusters Score -553264.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -553428.250000 Penalty: 4194.470215
	Iteration 9Q: 3 clusters Score -553428.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -553606.187500 Penalty: 4194.470215
	Iteration 10Q: 3 clusters Score -553606.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -553801.250000 Penalty: 4194.470215
	Iteration 11Q: 3 clusters Score -553801.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -553983.062500 Penalty: 4194.470215
	Iteration 12Q: 3 clusters Score -553983.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -554101.687500 Penalty: 4194.470215
	Iteration 13Q: 3 clusters Score -554101.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -554170.812500 Penalty: 4194.470215
	Iteration 14Q: 3 clusters Score -554170.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -554199.625000 Penalty: 4194.470215
	Iteration 15Q: 3 clusters Score -554199.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -554214.437500 Penalty: 4194.470215
	Iteration 16Q: 3 clusters Score -554214.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -554219.312500 Penalty: 4194.470215
	Iteration 17Q: 3 clusters Score -554219.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -554225.562500 Penalty: 4194.470215
	Iteration 18Q: 3 clusters Score -554225.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -554231.875000 Penalty: 4194.470215
	Iteration 19Q: 3 clusters Score -554231.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -554235.187500 Penalty: 4194.470215
	Iteration 20F: 3 clusters Score -554235.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -554238.062500 Penalty: 4194.470215
	Iteration 21Q: 3 clusters Score -554238.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -554239.437500 Penalty: 4194.470215
	Iteration 22Q: 3 clusters Score -554239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -554241.812500 Penalty: 4194.470215
	Iteration 23Q: 3 clusters Score -554241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -554242.187500 Penalty: 4194.470215
	Iteration 24Q: 3 clusters Score -554242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -554242.187500 Penalty: 4194.470215
	Iteration 25Q: 3 clusters Score -554242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -554243.562500 Penalty: 4194.470215
	Iteration 26Q: 3 clusters Score -554243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -554245.062500 Penalty: 4194.470215
	Iteration 27Q: 3 clusters Score -554245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -554246.187500 Penalty: 4194.470215
	Iteration 28Q: 3 clusters Score -554246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -554246.250000 Penalty: 4194.470215
	Iteration 29Q: 3 clusters Score -554246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -554246.312500 Penalty: 4194.470215
	Iteration 30Q: 3 clusters Score -554246.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -554245.937500 Penalty: 4194.470215
	Iteration 31Q: 3 clusters Score -554245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -554246.125000 Penalty: 4194.470215
	Iteration 32Q: 3 clusters Score -554246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -554246.500000 Penalty: 4194.470215
	Iteration 33Q: 3 clusters Score -554246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -554246.500000 Penalty: 4194.470215
	Iteration 34F: 3 clusters Score -554246.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -511722.906250 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -511722.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -507580.906250 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -507580.9 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -508667.468750 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -508667.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -509074.250000 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -509074.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -509489.500000 Penalty: 4160.106934
	Iteration 3F: 3 clusters Score -509489.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -509960.906250 Penalty: 4160.106934
	Iteration 4F: 3 clusters Score -509960.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -510357.343750 Penalty: 4160.106934
	Iteration 5F: 3 clusters Score -510357.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -510596.906250 Penalty: 4160.106934
	Iteration 6F: 3 clusters Score -510596.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -510735.812500 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -510735.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -510830.031250 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -510830 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -510896.875000 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -510896.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -510946.531250 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -510946.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -511004.312500 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -511004.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -511051.125000 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -511051.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -511115.218750 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -511115.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -511188.218750 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -511188.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -511259.250000 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -511259.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -511349.562500 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -511349.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -511480.718750 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -511480.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -511607.187500 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -511607.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -511730.500000 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -511730.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -511788.468750 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -511788.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -511821.812500 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -511821.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -511834.250000 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -511834.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -511844.500000 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -511844.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -511852.468750 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -511852.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -511863.937500 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -511863.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -511872.843750 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -511872.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -511885.531250 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -511885.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -511911.218750 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -511911.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -511940.937500 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -511940.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -511981.156250 Penalty: 4160.106934
	Iteration 30Q: 3 clusters Score -511981.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -512033.718750 Penalty: 4160.106934
	Iteration 31Q: 3 clusters Score -512033.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -512092.468750 Penalty: 4160.106934
	Iteration 32Q: 3 clusters Score -512092.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -512178.687500 Penalty: 4160.106934
	Iteration 33Q: 3 clusters Score -512178.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -512294.500000 Penalty: 4160.106934
	Iteration 34Q: 3 clusters Score -512294.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -512394.906250 Penalty: 4160.106934
	Iteration 35Q: 3 clusters Score -512394.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -512476.593750 Penalty: 4160.106934
	Iteration 36Q: 3 clusters Score -512476.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -512508.906250 Penalty: 4160.106934
	Iteration 37Q: 3 clusters Score -512508.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -512526.062500 Penalty: 4160.106934
	Iteration 38Q: 3 clusters Score -512526.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -512536.656250 Penalty: 4160.106934
	Iteration 39Q: 3 clusters Score -512536.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -512568.406250 Penalty: 4160.106934
	Iteration 40F: 3 clusters Score -512568.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -512600.968750 Penalty: 4160.106934
	Iteration 41Q: 3 clusters Score -512601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -512607.375000 Penalty: 4160.106934
	Iteration 42Q: 3 clusters Score -512607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -512609.468750 Penalty: 4160.106934
	Iteration 43Q: 3 clusters Score -512609.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -512609.468750 Penalty: 4160.106934
	Iteration 44F: 3 clusters Score -512609.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234350 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81288 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 134832 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14907 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95073 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26836 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17986 members 
Mstep: Class 50 contains 91883 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 2555 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Mstep: Class 85 contains 1836 members 
Entering Unmasked Estep 
Score: -154535712.000000 Penalty: 296974.000000
Splitting cluster 52 changes total score from -154536352.000000 to -154535712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (6053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Entering Unmasked Estep 
Score: -635182.812500 Penalty: 2159.660645
	Iteration 0F: 2 clusters Score -635182.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -630050.250000 Penalty: 4319.321289
	Iteration 0F: 3 clusters Score -630050.2 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -631609.875000 Penalty: 4319.321289
	Iteration 1F: 3 clusters Score -631609.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -632196.937500 Penalty: 4319.321289
	Iteration 2F: 3 clusters Score -632196.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -632679.500000 Penalty: 4319.321289
	Iteration 3F: 3 clusters Score -632679.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -633082.562500 Penalty: 4319.321289
	Iteration 4F: 3 clusters Score -633082.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -633447.250000 Penalty: 4319.321289
	Iteration 5F: 3 clusters Score -633447.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -633760.937500 Penalty: 4319.321289
	Iteration 6F: 3 clusters Score -633760.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -633939.125000 Penalty: 4319.321289
	Iteration 7Q: 3 clusters Score -633939.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -634035.750000 Penalty: 4319.321289
	Iteration 8Q: 3 clusters Score -634035.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -634122.437500 Penalty: 4319.321289
	Iteration 9Q: 3 clusters Score -634122.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -634190.437500 Penalty: 4319.321289
	Iteration 10Q: 3 clusters Score -634190.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -634232.062500 Penalty: 4319.321289
	Iteration 11Q: 3 clusters Score -634232.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -634264.500000 Penalty: 4319.321289
	Iteration 12Q: 3 clusters Score -634264.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -634300.437500 Penalty: 4319.321289
	Iteration 13Q: 3 clusters Score -634300.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -634341.062500 Penalty: 4319.321289
	Iteration 14Q: 3 clusters Score -634341.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -634375.562500 Penalty: 4319.321289
	Iteration 15Q: 3 clusters Score -634375.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -634393.687500 Penalty: 4319.321289
	Iteration 16Q: 3 clusters Score -634393.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -634409.125000 Penalty: 4319.321289
	Iteration 17Q: 3 clusters Score -634409.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -634420.250000 Penalty: 4319.321289
	Iteration 18Q: 3 clusters Score -634420.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -634429.000000 Penalty: 4319.321289
	Iteration 19Q: 3 clusters Score -634429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -634434.687500 Penalty: 4319.321289
	Iteration 20F: 3 clusters Score -634434.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -634441.062500 Penalty: 4319.321289
	Iteration 21Q: 3 clusters Score -634441.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -634443.375000 Penalty: 4319.321289
	Iteration 22Q: 3 clusters Score -634443.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -634444.187500 Penalty: 4319.321289
	Iteration 23Q: 3 clusters Score -634444.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -634444.937500 Penalty: 4319.321289
	Iteration 24Q: 3 clusters Score -634444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -634444.937500 Penalty: 4319.321289
	Iteration 25F: 3 clusters Score -634444.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -288735.781250 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -288735.8 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 1226 members 
Entering Unmasked Estep 
Score: -285839.343750 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -285839.3 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -286388.062500 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -286388.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -286553.281250 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -286553.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -286680.562500 Penalty: 3871.313232
	Iteration 3F: 3 clusters Score -286680.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -286777.156250 Penalty: 3871.313232
	Iteration 4Q: 3 clusters Score -286777.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -286864.750000 Penalty: 3871.313232
	Iteration 5Q: 3 clusters Score -286864.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -286930.906250 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -286930.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -286988.562500 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -286988.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -287037.968750 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -287038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -287089.000000 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -287089 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -287125.343750 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -287125.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -287162.187500 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -287162.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -287199.625000 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -287199.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -287227.718750 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -287227.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -287245.406250 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -287245.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -287255.656250 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -287255.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -287265.718750 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -287265.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -287273.718750 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -287273.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -287280.718750 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -287280.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -287285.500000 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -287285.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -287290.000000 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -287290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -287290.843750 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -287290.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -287290.843750 Penalty: 3871.313232
	Iteration 22F: 3 clusters Score -287290.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -510152.343750 Penalty: 2080.335693
	Iteration 0F: 2 clusters Score -510152.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -505993.031250 Penalty: 4160.671387
	Iteration 0F: 3 clusters Score -505993 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -506934.437500 Penalty: 4160.671387
	Iteration 1F: 3 clusters Score -506934.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -507140.750000 Penalty: 4160.671387
	Iteration 2F: 3 clusters Score -507140.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -507319.187500 Penalty: 4160.671387
	Iteration 3F: 3 clusters Score -507319.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -507500.656250 Penalty: 4160.671387
	Iteration 4Q: 3 clusters Score -507500.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -507718.125000 Penalty: 4160.671387
	Iteration 5Q: 3 clusters Score -507718.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -508001.625000 Penalty: 4160.671387
	Iteration 6F: 3 clusters Score -508001.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -508355.937500 Penalty: 4160.671387
	Iteration 7F: 3 clusters Score -508355.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -508883.250000 Penalty: 4160.671387
	Iteration 8F: 3 clusters Score -508883.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -509667.218750 Penalty: 4160.671387
	Iteration 9F: 3 clusters Score -509667.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -510742.062500 Penalty: 4160.671387
	Iteration 10F: 3 clusters Score -510742.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -511309.968750 Penalty: 4160.671387
	Iteration 11Q: 3 clusters Score -511310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -511424.625000 Penalty: 4160.671387
	Iteration 12Q: 3 clusters Score -511424.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -511449.562500 Penalty: 4160.671387
	Iteration 13Q: 3 clusters Score -511449.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -511451.031250 Penalty: 4160.671387
	Iteration 14Q: 3 clusters Score -511451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -511451.031250 Penalty: 4160.671387
	Iteration 15F: 3 clusters Score -511451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234350 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81288 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 134832 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14907 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95073 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26836 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17986 members 
Mstep: Class 50 contains 91883 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 2166 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Mstep: Class 85 contains 2230 members 
Entering Unmasked Estep 
Score: -154535984.000000 Penalty: 296974.000000
Splitting cluster 55 changes total score from -154536352.000000 to -154535984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -130493.703125 Penalty: 1742.994019
	Iteration 0F: 2 clusters Score -130493.7 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 551 members 
Entering Unmasked Estep 
Score: -128470.640625 Penalty: 3485.988037
	Iteration 0F: 3 clusters Score -128470.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -128801.054688 Penalty: 3485.988037
	Iteration 1F: 3 clusters Score -128801.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -128877.273438 Penalty: 3485.988037
	Iteration 2F: 3 clusters Score -128877.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -128923.265625 Penalty: 3485.988037
	Iteration 3Q: 3 clusters Score -128923.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -128964.492188 Penalty: 3485.988037
	Iteration 4Q: 3 clusters Score -128964.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -128989.359375 Penalty: 3485.988037
	Iteration 5Q: 3 clusters Score -128989.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -129009.617188 Penalty: 3485.988037
	Iteration 6Q: 3 clusters Score -129009.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -129023.273438 Penalty: 3485.988037
	Iteration 7Q: 3 clusters Score -129023.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -129032.351562 Penalty: 3485.988037
	Iteration 8Q: 3 clusters Score -129032.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -129040.312500 Penalty: 3485.988037
	Iteration 9Q: 3 clusters Score -129040.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -129047.523438 Penalty: 3485.988037
	Iteration 10Q: 3 clusters Score -129047.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -129060.242188 Penalty: 3485.988037
	Iteration 11Q: 3 clusters Score -129060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -129062.171875 Penalty: 3485.988037
	Iteration 12Q: 3 clusters Score -129062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -129062.171875 Penalty: 3485.988037
	Iteration 13F: 3 clusters Score -129062.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (15691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Entering Unmasked Estep 
Score: -1963992.500000 Penalty: 2395.889160
	Iteration 0F: 2 clusters Score -1963992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1952806.000000 Penalty: 4791.778320
	Iteration 0F: 3 clusters Score -1952806 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1956353.500000 Penalty: 4791.778320
	Iteration 1F: 3 clusters Score -1956354 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1956730.125000 Penalty: 4791.778320
	Iteration 2F: 3 clusters Score -1956730 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1957065.500000 Penalty: 4791.778320
	Iteration 3Q: 3 clusters Score -1957066 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1957415.500000 Penalty: 4791.778320
	Iteration 4Q: 3 clusters Score -1957416 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1957780.000000 Penalty: 4791.778320
	Iteration 5Q: 3 clusters Score -1957780 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1958250.000000 Penalty: 4791.778320
	Iteration 6F: 3 clusters Score -1958250 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1958847.750000 Penalty: 4791.778320
	Iteration 7F: 3 clusters Score -1958848 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1959537.500000 Penalty: 4791.778320
	Iteration 8F: 3 clusters Score -1959538 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1960251.125000 Penalty: 4791.778320
	Iteration 9F: 3 clusters Score -1960251 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1960860.375000 Penalty: 4791.778320
	Iteration 10Q: 3 clusters Score -1960860 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1961325.375000 Penalty: 4791.778320
	Iteration 11Q: 3 clusters Score -1961325 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1961630.250000 Penalty: 4791.778320
	Iteration 12Q: 3 clusters Score -1961630 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1961840.500000 Penalty: 4791.778320
	Iteration 13Q: 3 clusters Score -1961840 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1961963.750000 Penalty: 4791.778320
	Iteration 14Q: 3 clusters Score -1961964 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1962026.250000 Penalty: 4791.778320
	Iteration 15Q: 3 clusters Score -1962026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1962071.500000 Penalty: 4791.778320
	Iteration 16Q: 3 clusters Score -1962072 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1962110.125000 Penalty: 4791.778320
	Iteration 17Q: 3 clusters Score -1962110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1962134.125000 Penalty: 4791.778320
	Iteration 18Q: 3 clusters Score -1962134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1962154.875000 Penalty: 4791.778320
	Iteration 19Q: 3 clusters Score -1962155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1962170.625000 Penalty: 4791.778320
	Iteration 20F: 3 clusters Score -1962171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1962189.625000 Penalty: 4791.778320
	Iteration 21Q: 3 clusters Score -1962190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1962202.000000 Penalty: 4791.778320
	Iteration 22Q: 3 clusters Score -1962202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1962204.500000 Penalty: 4791.778320
	Iteration 23Q: 3 clusters Score -1962204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1962210.125000 Penalty: 4791.778320
	Iteration 24Q: 3 clusters Score -1962210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1962213.750000 Penalty: 4791.778320
	Iteration 25Q: 3 clusters Score -1962214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1962219.500000 Penalty: 4791.778320
	Iteration 26Q: 3 clusters Score -1962220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1962220.250000 Penalty: 4791.778320
	Iteration 27Q: 3 clusters Score -1962220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1962222.625000 Penalty: 4791.778320
	Iteration 28Q: 3 clusters Score -1962223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1962227.000000 Penalty: 4791.778320
	Iteration 29Q: 3 clusters Score -1962227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1962227.125000 Penalty: 4791.778320
	Iteration 30Q: 3 clusters Score -1962227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1962227.125000 Penalty: 4791.778320
	Iteration 31F: 3 clusters Score -1962227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -483893.031250 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -483893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -480636.937500 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -480636.9 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -481438.156250 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -481438.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -481719.406250 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -481719.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -481914.062500 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -481914.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -482117.875000 Penalty: 3979.031250
	Iteration 4F: 3 clusters Score -482117.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -482377.781250 Penalty: 3979.031250
	Iteration 5F: 3 clusters Score -482377.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -482658.156250 Penalty: 3979.031250
	Iteration 6F: 3 clusters Score -482658.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -482949.593750 Penalty: 3979.031250
	Iteration 7F: 3 clusters Score -482949.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -483158.156250 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -483158.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -483296.781250 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -483296.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -483366.031250 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -483366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -483404.843750 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -483404.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -483429.812500 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -483429.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -483442.906250 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -483442.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -483451.312500 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -483451.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -483455.843750 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -483455.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -483460.093750 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -483460.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -483461.843750 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -483461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -483464.718750 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -483464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -483465.156250 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -483465.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -483466.125000 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -483466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -483466.062500 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -483466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -483466.343750 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -483466.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -483466.687500 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -483466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -483468.375000 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -483468.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -483468.562500 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -483468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -483469.812500 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -483469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -483471.281250 Penalty: 3979.031250
	Iteration 27Q: 3 clusters Score -483471.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -483472.312500 Penalty: 3979.031250
	Iteration 28Q: 3 clusters Score -483472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -483473.093750 Penalty: 3979.031250
	Iteration 29Q: 3 clusters Score -483473.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -483473.312500 Penalty: 3979.031250
	Iteration 30Q: 3 clusters Score -483473.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -483473.593750 Penalty: 3979.031250
	Iteration 31Q: 3 clusters Score -483473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -483473.593750 Penalty: 3979.031250
	Iteration 32F: 3 clusters Score -483473.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -357038.250000 Penalty: 1986.569214
	Iteration 0F: 2 clusters Score -357038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -353790.718750 Penalty: 3973.138428
	Iteration 0F: 3 clusters Score -353790.7 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -354479.218750 Penalty: 3973.138428
	Iteration 1F: 3 clusters Score -354479.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -354702.125000 Penalty: 3973.138428
	Iteration 2F: 3 clusters Score -354702.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -354841.656250 Penalty: 3973.138428
	Iteration 3F: 3 clusters Score -354841.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -354925.312500 Penalty: 3973.138428
	Iteration 4Q: 3 clusters Score -354925.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -355002.093750 Penalty: 3973.138428
	Iteration 5Q: 3 clusters Score -355002.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -355074.125000 Penalty: 3973.138428
	Iteration 6Q: 3 clusters Score -355074.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -355137.062500 Penalty: 3973.138428
	Iteration 7Q: 3 clusters Score -355137.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -355188.687500 Penalty: 3973.138428
	Iteration 8Q: 3 clusters Score -355188.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -355242.500000 Penalty: 3973.138428
	Iteration 9Q: 3 clusters Score -355242.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -355283.250000 Penalty: 3973.138428
	Iteration 10Q: 3 clusters Score -355283.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -355309.062500 Penalty: 3973.138428
	Iteration 11Q: 3 clusters Score -355309.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -355332.593750 Penalty: 3973.138428
	Iteration 12Q: 3 clusters Score -355332.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -355357.687500 Penalty: 3973.138428
	Iteration 13Q: 3 clusters Score -355357.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -355380.125000 Penalty: 3973.138428
	Iteration 14Q: 3 clusters Score -355380.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -355406.343750 Penalty: 3973.138428
	Iteration 15Q: 3 clusters Score -355406.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -355428.906250 Penalty: 3973.138428
	Iteration 16Q: 3 clusters Score -355428.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -355445.281250 Penalty: 3973.138428
	Iteration 17Q: 3 clusters Score -355445.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -355455.687500 Penalty: 3973.138428
	Iteration 18Q: 3 clusters Score -355455.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -355466.468750 Penalty: 3973.138428
	Iteration 19Q: 3 clusters Score -355466.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -355475.250000 Penalty: 3973.138428
	Iteration 20F: 3 clusters Score -355475.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -355483.687500 Penalty: 3973.138428
	Iteration 21Q: 3 clusters Score -355483.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -355493.656250 Penalty: 3973.138428
	Iteration 22Q: 3 clusters Score -355493.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -355502.406250 Penalty: 3973.138428
	Iteration 23Q: 3 clusters Score -355502.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -355510.656250 Penalty: 3973.138428
	Iteration 24Q: 3 clusters Score -355510.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -355516.343750 Penalty: 3973.138428
	Iteration 25Q: 3 clusters Score -355516.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -355520.062500 Penalty: 3973.138428
	Iteration 26Q: 3 clusters Score -355520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -355520.281250 Penalty: 3973.138428
	Iteration 27Q: 3 clusters Score -355520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -355521.281250 Penalty: 3973.138428
	Iteration 28Q: 3 clusters Score -355521.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -355521.281250 Penalty: 3973.138428
	Iteration 29F: 3 clusters Score -355521.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -73799.585938 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -73799.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72351.843750 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -72351.84 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -72678.757812 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -72678.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -72890.476562 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -72890.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -73120.460938 Penalty: 3049.640381
	Iteration 3F: 3 clusters Score -73120.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -73271.250000 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -73271.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -73366.898438 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -73366.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -73473.242188 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -73473.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -73599.468750 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -73599.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -73669.132812 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -73669.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -73689.445312 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -73689.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -73701.242188 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -73701.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -73710.953125 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -73710.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -73710.953125 Penalty: 3049.640381
	Iteration 12F: 3 clusters Score -73710.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (10693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Entering Unmasked Estep 
Score: -1178179.500000 Penalty: 2300.781494
	Iteration 0F: 2 clusters Score -1178180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1169987.625000 Penalty: 4601.562988
	Iteration 0F: 3 clusters Score -1169988 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1172454.375000 Penalty: 4601.562988
	Iteration 1F: 3 clusters Score -1172454 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1172834.250000 Penalty: 4601.562988
	Iteration 2F: 3 clusters Score -1172834 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1173166.125000 Penalty: 4601.562988
	Iteration 3F: 3 clusters Score -1173166 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1173504.625000 Penalty: 4601.562988
	Iteration 4F: 3 clusters Score -1173505 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1173854.750000 Penalty: 4601.562988
	Iteration 5F: 3 clusters Score -1173855 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1174286.875000 Penalty: 4601.562988
	Iteration 6F: 3 clusters Score -1174287 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1174686.250000 Penalty: 4601.562988
	Iteration 7F: 3 clusters Score -1174686 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1175151.500000 Penalty: 4601.562988
	Iteration 8F: 3 clusters Score -1175152 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1175617.125000 Penalty: 4601.562988
	Iteration 9F: 3 clusters Score -1175617 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1176058.125000 Penalty: 4601.562988
	Iteration 10Q: 3 clusters Score -1176058 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1176396.875000 Penalty: 4601.562988
	Iteration 11Q: 3 clusters Score -1176397 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1176639.375000 Penalty: 4601.562988
	Iteration 12Q: 3 clusters Score -1176639 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1176796.500000 Penalty: 4601.562988
	Iteration 13Q: 3 clusters Score -1176796 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1176880.125000 Penalty: 4601.562988
	Iteration 14Q: 3 clusters Score -1176880 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1176940.125000 Penalty: 4601.562988
	Iteration 15Q: 3 clusters Score -1176940 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1176987.375000 Penalty: 4601.562988
	Iteration 16Q: 3 clusters Score -1176987 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1177023.875000 Penalty: 4601.562988
	Iteration 17Q: 3 clusters Score -1177024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1177056.125000 Penalty: 4601.562988
	Iteration 18Q: 3 clusters Score -1177056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1177083.250000 Penalty: 4601.562988
	Iteration 19Q: 3 clusters Score -1177083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1177097.000000 Penalty: 4601.562988
	Iteration 20F: 3 clusters Score -1177097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1177109.125000 Penalty: 4601.562988
	Iteration 21Q: 3 clusters Score -1177109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1177119.625000 Penalty: 4601.562988
	Iteration 22Q: 3 clusters Score -1177120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1177128.625000 Penalty: 4601.562988
	Iteration 23Q: 3 clusters Score -1177129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1177135.750000 Penalty: 4601.562988
	Iteration 24Q: 3 clusters Score -1177136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1177143.000000 Penalty: 4601.562988
	Iteration 25Q: 3 clusters Score -1177143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1177149.375000 Penalty: 4601.562988
	Iteration 26Q: 3 clusters Score -1177149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1177157.625000 Penalty: 4601.562988
	Iteration 27Q: 3 clusters Score -1177158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1177161.875000 Penalty: 4601.562988
	Iteration 28Q: 3 clusters Score -1177162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1177168.500000 Penalty: 4601.562988
	Iteration 29Q: 3 clusters Score -1177168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1177168.000000 Penalty: 4601.562988
	Iteration 30Q: 3 clusters Score -1177168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1177171.000000 Penalty: 4601.562988
	Iteration 31Q: 3 clusters Score -1177171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1177171.625000 Penalty: 4601.562988
	Iteration 32Q: 3 clusters Score -1177172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1177174.375000 Penalty: 4601.562988
	Iteration 33Q: 3 clusters Score -1177174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1177175.500000 Penalty: 4601.562988
	Iteration 34Q: 3 clusters Score -1177176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1177175.750000 Penalty: 4601.562988
	Iteration 35Q: 3 clusters Score -1177176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1177177.625000 Penalty: 4601.562988
	Iteration 36Q: 3 clusters Score -1177178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1177178.000000 Penalty: 4601.562988
	Iteration 37Q: 3 clusters Score -1177178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1177180.750000 Penalty: 4601.562988
	Iteration 38Q: 3 clusters Score -1177181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1177179.375000 Penalty: 4601.562988
	Iteration 39Q: 3 clusters Score -1177179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1177180.750000 Penalty: 4601.562988
	Iteration 40F: 3 clusters Score -1177181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1177181.625000 Penalty: 4601.562988
	Iteration 41Q: 3 clusters Score -1177182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1177181.875000 Penalty: 4601.562988
	Iteration 42Q: 3 clusters Score -1177182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1177181.875000 Penalty: 4601.562988
	Iteration 43F: 3 clusters Score -1177182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (7163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Entering Unmasked Estep 
Score: -866917.812500 Penalty: 2201.417725
	Iteration 0F: 2 clusters Score -866917.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -861041.625000 Penalty: 4402.835449
	Iteration 0F: 3 clusters Score -861041.6 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -862548.812500 Penalty: 4402.835449
	Iteration 1F: 3 clusters Score -862548.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -862785.312500 Penalty: 4402.835449
	Iteration 2F: 3 clusters Score -862785.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -862937.562500 Penalty: 4402.835449
	Iteration 3Q: 3 clusters Score -862937.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -863062.000000 Penalty: 4402.835449
	Iteration 4Q: 3 clusters Score -863062 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -863162.000000 Penalty: 4402.835449
	Iteration 5Q: 3 clusters Score -863162 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -863265.687500 Penalty: 4402.835449
	Iteration 6Q: 3 clusters Score -863265.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -863348.937500 Penalty: 4402.835449
	Iteration 7Q: 3 clusters Score -863348.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -863429.875000 Penalty: 4402.835449
	Iteration 8Q: 3 clusters Score -863429.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -863525.125000 Penalty: 4402.835449
	Iteration 9Q: 3 clusters Score -863525.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -863622.375000 Penalty: 4402.835449
	Iteration 10Q: 3 clusters Score -863622.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -863740.187500 Penalty: 4402.835449
	Iteration 11Q: 3 clusters Score -863740.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -863858.750000 Penalty: 4402.835449
	Iteration 12Q: 3 clusters Score -863858.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -863991.625000 Penalty: 4402.835449
	Iteration 13Q: 3 clusters Score -863991.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -864135.500000 Penalty: 4402.835449
	Iteration 14Q: 3 clusters Score -864135.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -864265.250000 Penalty: 4402.835449
	Iteration 15Q: 3 clusters Score -864265.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -864383.875000 Penalty: 4402.835449
	Iteration 16Q: 3 clusters Score -864383.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -864469.000000 Penalty: 4402.835449
	Iteration 17Q: 3 clusters Score -864469 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -864527.187500 Penalty: 4402.835449
	Iteration 18Q: 3 clusters Score -864527.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -864581.500000 Penalty: 4402.835449
	Iteration 19Q: 3 clusters Score -864581.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -864653.375000 Penalty: 4402.835449
	Iteration 20F: 3 clusters Score -864653.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -864717.812500 Penalty: 4402.835449
	Iteration 21Q: 3 clusters Score -864717.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -864780.125000 Penalty: 4402.835449
	Iteration 22Q: 3 clusters Score -864780.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -864833.812500 Penalty: 4402.835449
	Iteration 23Q: 3 clusters Score -864833.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -864876.937500 Penalty: 4402.835449
	Iteration 24Q: 3 clusters Score -864876.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -864919.875000 Penalty: 4402.835449
	Iteration 25Q: 3 clusters Score -864919.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -864957.687500 Penalty: 4402.835449
	Iteration 26Q: 3 clusters Score -864957.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -864981.500000 Penalty: 4402.835449
	Iteration 27Q: 3 clusters Score -864981.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -865011.625000 Penalty: 4402.835449
	Iteration 28Q: 3 clusters Score -865011.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -865039.875000 Penalty: 4402.835449
	Iteration 29Q: 3 clusters Score -865039.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -865057.312500 Penalty: 4402.835449
	Iteration 30Q: 3 clusters Score -865057.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -865073.625000 Penalty: 4402.835449
	Iteration 31Q: 3 clusters Score -865073.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -865084.250000 Penalty: 4402.835449
	Iteration 32Q: 3 clusters Score -865084.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -865094.312500 Penalty: 4402.835449
	Iteration 33Q: 3 clusters Score -865094.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -865098.562500 Penalty: 4402.835449
	Iteration 34Q: 3 clusters Score -865098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -865104.125000 Penalty: 4402.835449
	Iteration 35Q: 3 clusters Score -865104.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -865105.937500 Penalty: 4402.835449
	Iteration 36Q: 3 clusters Score -865105.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -865110.750000 Penalty: 4402.835449
	Iteration 37Q: 3 clusters Score -865110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -865116.375000 Penalty: 4402.835449
	Iteration 38Q: 3 clusters Score -865116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -865117.937500 Penalty: 4402.835449
	Iteration 39Q: 3 clusters Score -865117.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -865117.375000 Penalty: 4402.835449
	Iteration 40F: 3 clusters Score -865117.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (5638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Entering Unmasked Estep 
Score: -680506.875000 Penalty: 2142.046387
	Iteration 0F: 2 clusters Score -680506.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -675523.625000 Penalty: 4284.092773
	Iteration 0F: 3 clusters Score -675523.6 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -676720.062500 Penalty: 4284.092773
	Iteration 1F: 3 clusters Score -676720.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -677042.875000 Penalty: 4284.092773
	Iteration 2F: 3 clusters Score -677042.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -677309.937500 Penalty: 4284.092773
	Iteration 3F: 3 clusters Score -677309.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -677553.687500 Penalty: 4284.092773
	Iteration 4F: 3 clusters Score -677553.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -677850.125000 Penalty: 4284.092773
	Iteration 5F: 3 clusters Score -677850.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -678238.500000 Penalty: 4284.092773
	Iteration 6F: 3 clusters Score -678238.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -678619.937500 Penalty: 4284.092773
	Iteration 7F: 3 clusters Score -678619.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -678868.937500 Penalty: 4284.092773
	Iteration 8F: 3 clusters Score -678868.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -679021.437500 Penalty: 4284.092773
	Iteration 9Q: 3 clusters Score -679021.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -679149.375000 Penalty: 4284.092773
	Iteration 10Q: 3 clusters Score -679149.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -679248.000000 Penalty: 4284.092773
	Iteration 11Q: 3 clusters Score -679248 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -679329.375000 Penalty: 4284.092773
	Iteration 12Q: 3 clusters Score -679329.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -679395.312500 Penalty: 4284.092773
	Iteration 13Q: 3 clusters Score -679395.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -679445.125000 Penalty: 4284.092773
	Iteration 14Q: 3 clusters Score -679445.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -679478.062500 Penalty: 4284.092773
	Iteration 15Q: 3 clusters Score -679478.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -679506.687500 Penalty: 4284.092773
	Iteration 16Q: 3 clusters Score -679506.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -679529.312500 Penalty: 4284.092773
	Iteration 17Q: 3 clusters Score -679529.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -679545.250000 Penalty: 4284.092773
	Iteration 18Q: 3 clusters Score -679545.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -679553.687500 Penalty: 4284.092773
	Iteration 19Q: 3 clusters Score -679553.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -679562.437500 Penalty: 4284.092773
	Iteration 20F: 3 clusters Score -679562.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -679564.312500 Penalty: 4284.092773
	Iteration 21Q: 3 clusters Score -679564.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -679569.125000 Penalty: 4284.092773
	Iteration 22Q: 3 clusters Score -679569.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -679570.687500 Penalty: 4284.092773
	Iteration 23Q: 3 clusters Score -679570.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -679573.875000 Penalty: 4284.092773
	Iteration 24Q: 3 clusters Score -679573.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -679576.750000 Penalty: 4284.092773
	Iteration 25Q: 3 clusters Score -679576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -679577.812500 Penalty: 4284.092773
	Iteration 26Q: 3 clusters Score -679577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -679578.750000 Penalty: 4284.092773
	Iteration 27Q: 3 clusters Score -679578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -679580.812500 Penalty: 4284.092773
	Iteration 28Q: 3 clusters Score -679580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -679580.250000 Penalty: 4284.092773
	Iteration 29Q: 3 clusters Score -679580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -679580.750000 Penalty: 4284.092773
	Iteration 30Q: 3 clusters Score -679580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -679579.687500 Penalty: 4284.092773
	Iteration 31Q: 3 clusters Score -679579.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -679579.625000 Penalty: 4284.092773
	Iteration 32Q: 3 clusters Score -679579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -679582.812500 Penalty: 4284.092773
	Iteration 33Q: 3 clusters Score -679582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -679583.875000 Penalty: 4284.092773
	Iteration 34Q: 3 clusters Score -679583.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -679584.187500 Penalty: 4284.092773
	Iteration 35Q: 3 clusters Score -679584.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -679584.187500 Penalty: 4284.092773
	Iteration 36F: 3 clusters Score -679584.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (24073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Entering Unmasked Estep 
Score: -2903554.750000 Penalty: 2502.033936
	Iteration 0F: 2 clusters Score -2903555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2886837.000000 Penalty: 5004.067871
	Iteration 0F: 3 clusters Score -2886837 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2892706.250000 Penalty: 5004.067871
	Iteration 1F: 3 clusters Score -2892706 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2893551.500000 Penalty: 5004.067871
	Iteration 2F: 3 clusters Score -2893552 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2894636.750000 Penalty: 5004.067871
	Iteration 3F: 3 clusters Score -2894637 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2895972.500000 Penalty: 5004.067871
	Iteration 4F: 3 clusters Score -2895972 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2897326.250000 Penalty: 5004.067871
	Iteration 5F: 3 clusters Score -2897326 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2898329.250000 Penalty: 5004.067871
	Iteration 6F: 3 clusters Score -2898329 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2898956.500000 Penalty: 5004.067871
	Iteration 7F: 3 clusters Score -2898956 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2899387.500000 Penalty: 5004.067871
	Iteration 8Q: 3 clusters Score -2899388 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2899703.250000 Penalty: 5004.067871
	Iteration 9Q: 3 clusters Score -2899703 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2899940.500000 Penalty: 5004.067871
	Iteration 10Q: 3 clusters Score -2899940 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2900160.750000 Penalty: 5004.067871
	Iteration 11Q: 3 clusters Score -2900161 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2900339.750000 Penalty: 5004.067871
	Iteration 12Q: 3 clusters Score -2900340 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2900500.500000 Penalty: 5004.067871
	Iteration 13Q: 3 clusters Score -2900500 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2900623.250000 Penalty: 5004.067871
	Iteration 14Q: 3 clusters Score -2900623 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2900738.500000 Penalty: 5004.067871
	Iteration 15Q: 3 clusters Score -2900738 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2900839.750000 Penalty: 5004.067871
	Iteration 16Q: 3 clusters Score -2900840 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2900920.500000 Penalty: 5004.067871
	Iteration 17Q: 3 clusters Score -2900920 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2900987.750000 Penalty: 5004.067871
	Iteration 18Q: 3 clusters Score -2900988 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2901054.750000 Penalty: 5004.067871
	Iteration 19Q: 3 clusters Score -2901055 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2901099.250000 Penalty: 5004.067871
	Iteration 20F: 3 clusters Score -2901099 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2901146.000000 Penalty: 5004.067871
	Iteration 21Q: 3 clusters Score -2901146 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2901186.500000 Penalty: 5004.067871
	Iteration 22Q: 3 clusters Score -2901186 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2901234.500000 Penalty: 5004.067871
	Iteration 23Q: 3 clusters Score -2901234 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2901276.250000 Penalty: 5004.067871
	Iteration 24Q: 3 clusters Score -2901276 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2901311.000000 Penalty: 5004.067871
	Iteration 25Q: 3 clusters Score -2901311 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2901341.250000 Penalty: 5004.067871
	Iteration 26Q: 3 clusters Score -2901341 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2901375.250000 Penalty: 5004.067871
	Iteration 27Q: 3 clusters Score -2901375 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2901399.750000 Penalty: 5004.067871
	Iteration 28Q: 3 clusters Score -2901400 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2901421.250000 Penalty: 5004.067871
	Iteration 29Q: 3 clusters Score -2901421 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2901453.500000 Penalty: 5004.067871
	Iteration 30Q: 3 clusters Score -2901454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2901468.750000 Penalty: 5004.067871
	Iteration 31Q: 3 clusters Score -2901469 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2901497.750000 Penalty: 5004.067871
	Iteration 32Q: 3 clusters Score -2901498 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2901537.500000 Penalty: 5004.067871
	Iteration 33Q: 3 clusters Score -2901538 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2901561.000000 Penalty: 5004.067871
	Iteration 34Q: 3 clusters Score -2901561 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2901582.500000 Penalty: 5004.067871
	Iteration 35Q: 3 clusters Score -2901582 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2901606.750000 Penalty: 5004.067871
	Iteration 36Q: 3 clusters Score -2901607 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2901610.000000 Penalty: 5004.067871
	Iteration 37Q: 3 clusters Score -2901610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2901622.750000 Penalty: 5004.067871
	Iteration 38Q: 3 clusters Score -2901623 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2901647.000000 Penalty: 5004.067871
	Iteration 39Q: 3 clusters Score -2901647 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2901659.500000 Penalty: 5004.067871
	Iteration 40F: 3 clusters Score -2901660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2901662.000000 Penalty: 5004.067871
	Iteration 41Q: 3 clusters Score -2901662 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2901687.750000 Penalty: 5004.067871
	Iteration 42Q: 3 clusters Score -2901688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2901707.250000 Penalty: 5004.067871
	Iteration 43Q: 3 clusters Score -2901707 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2901725.500000 Penalty: 5004.067871
	Iteration 44Q: 3 clusters Score -2901726 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2901741.000000 Penalty: 5004.067871
	Iteration 45Q: 3 clusters Score -2901741 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2901750.000000 Penalty: 5004.067871
	Iteration 46Q: 3 clusters Score -2901750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2901754.000000 Penalty: 5004.067871
	Iteration 47Q: 3 clusters Score -2901754 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2901771.000000 Penalty: 5004.067871
	Iteration 48Q: 3 clusters Score -2901771 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2901779.250000 Penalty: 5004.067871
	Iteration 49Q: 3 clusters Score -2901779 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2901793.250000 Penalty: 5004.067871
	Iteration 50Q: 3 clusters Score -2901793 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2901815.000000 Penalty: 5004.067871
	Iteration 51Q: 3 clusters Score -2901815 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2901834.500000 Penalty: 5004.067871
	Iteration 52Q: 3 clusters Score -2901834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2901839.750000 Penalty: 5004.067871
	Iteration 53Q: 3 clusters Score -2901840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2901859.500000 Penalty: 5004.067871
	Iteration 54Q: 3 clusters Score -2901860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2901869.500000 Penalty: 5004.067871
	Iteration 55Q: 3 clusters Score -2901870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2901876.250000 Penalty: 5004.067871
	Iteration 56Q: 3 clusters Score -2901876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2901888.750000 Penalty: 5004.067871
	Iteration 57Q: 3 clusters Score -2901889 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2901894.500000 Penalty: 5004.067871
	Iteration 58Q: 3 clusters Score -2901894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2901902.500000 Penalty: 5004.067871
	Iteration 59Q: 3 clusters Score -2901902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2901913.250000 Penalty: 5004.067871
	Iteration 60F: 3 clusters Score -2901913 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2901924.250000 Penalty: 5004.067871
	Iteration 61Q: 3 clusters Score -2901924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2901950.250000 Penalty: 5004.067871
	Iteration 62Q: 3 clusters Score -2901950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2901969.250000 Penalty: 5004.067871
	Iteration 63Q: 3 clusters Score -2901969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2901990.000000 Penalty: 5004.067871
	Iteration 64Q: 3 clusters Score -2901990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2902014.500000 Penalty: 5004.067871
	Iteration 65Q: 3 clusters Score -2902014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2902021.500000 Penalty: 5004.067871
	Iteration 66Q: 3 clusters Score -2902022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2902040.750000 Penalty: 5004.067871
	Iteration 67Q: 3 clusters Score -2902041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2902049.000000 Penalty: 5004.067871
	Iteration 68Q: 3 clusters Score -2902049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2902063.750000 Penalty: 5004.067871
	Iteration 69Q: 3 clusters Score -2902064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2902075.750000 Penalty: 5004.067871
	Iteration 70Q: 3 clusters Score -2902076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2902090.500000 Penalty: 5004.067871
	Iteration 71Q: 3 clusters Score -2902090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2902109.250000 Penalty: 5004.067871
	Iteration 72Q: 3 clusters Score -2902109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2902117.750000 Penalty: 5004.067871
	Iteration 73Q: 3 clusters Score -2902118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2902121.750000 Penalty: 5004.067871
	Iteration 74Q: 3 clusters Score -2902122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2902129.250000 Penalty: 5004.067871
	Iteration 75Q: 3 clusters Score -2902129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2902131.000000 Penalty: 5004.067871
	Iteration 76Q: 3 clusters Score -2902131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2902139.500000 Penalty: 5004.067871
	Iteration 77Q: 3 clusters Score -2902140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2902143.750000 Penalty: 5004.067871
	Iteration 78Q: 3 clusters Score -2902144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2902148.750000 Penalty: 5004.067871
	Iteration 79Q: 3 clusters Score -2902149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2902150.000000 Penalty: 5004.067871
	Iteration 80F: 3 clusters Score -2902150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2902144.500000 Penalty: 5004.067871
	Iteration 81Q: 3 clusters Score -2902144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2902146.250000 Penalty: 5004.067871
	Iteration 82Q: 3 clusters Score -2902146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2902149.000000 Penalty: 5004.067871
	Iteration 83Q: 3 clusters Score -2902149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2902145.250000 Penalty: 5004.067871
	Iteration 84Q: 3 clusters Score -2902145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2902148.250000 Penalty: 5004.067871
	Iteration 85Q: 3 clusters Score -2902148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2902153.250000 Penalty: 5004.067871
	Iteration 86Q: 3 clusters Score -2902153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2902156.750000 Penalty: 5004.067871
	Iteration 87Q: 3 clusters Score -2902157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2902164.250000 Penalty: 5004.067871
	Iteration 88Q: 3 clusters Score -2902164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2902162.750000 Penalty: 5004.067871
	Iteration 89Q: 3 clusters Score -2902163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2902162.750000 Penalty: 5004.067871
	Iteration 90Q: 3 clusters Score -2902163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2902158.500000 Penalty: 5004.067871
	Iteration 91Q: 3 clusters Score -2902158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2902158.250000 Penalty: 5004.067871
	Iteration 92Q: 3 clusters Score -2902158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2902160.500000 Penalty: 5004.067871
	Iteration 93Q: 3 clusters Score -2902160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2902157.000000 Penalty: 5004.067871
	Iteration 94Q: 3 clusters Score -2902157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2902153.750000 Penalty: 5004.067871
	Iteration 95Q: 3 clusters Score -2902154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2902157.000000 Penalty: 5004.067871
	Iteration 96Q: 3 clusters Score -2902157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2902159.500000 Penalty: 5004.067871
	Iteration 97Q: 3 clusters Score -2902160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2902163.750000 Penalty: 5004.067871
	Iteration 98Q: 3 clusters Score -2902164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2902163.750000 Penalty: 5004.067871
	Iteration 99F: 3 clusters Score -2902164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (8232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Entering Unmasked Estep 
Score: -966380.562500 Penalty: 2235.914551
	Iteration 0F: 2 clusters Score -966380.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -959831.625000 Penalty: 4471.829102
	Iteration 0F: 3 clusters Score -959831.6 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -961612.125000 Penalty: 4471.829102
	Iteration 1F: 3 clusters Score -961612.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -961866.937500 Penalty: 4471.829102
	Iteration 2F: 3 clusters Score -961866.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -962058.625000 Penalty: 4471.829102
	Iteration 3F: 3 clusters Score -962058.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -962200.437500 Penalty: 4471.829102
	Iteration 4Q: 3 clusters Score -962200.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -962321.812500 Penalty: 4471.829102
	Iteration 5Q: 3 clusters Score -962321.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -962422.562500 Penalty: 4471.829102
	Iteration 6Q: 3 clusters Score -962422.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -962517.687500 Penalty: 4471.829102
	Iteration 7Q: 3 clusters Score -962517.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -962600.187500 Penalty: 4471.829102
	Iteration 8Q: 3 clusters Score -962600.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -962668.687500 Penalty: 4471.829102
	Iteration 9Q: 3 clusters Score -962668.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -962734.937500 Penalty: 4471.829102
	Iteration 10Q: 3 clusters Score -962734.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -962806.312500 Penalty: 4471.829102
	Iteration 11Q: 3 clusters Score -962806.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -962886.062500 Penalty: 4471.829102
	Iteration 12Q: 3 clusters Score -962886.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -962981.625000 Penalty: 4471.829102
	Iteration 13Q: 3 clusters Score -962981.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -963118.500000 Penalty: 4471.829102
	Iteration 14Q: 3 clusters Score -963118.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -963256.875000 Penalty: 4471.829102
	Iteration 15Q: 3 clusters Score -963256.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -963395.062500 Penalty: 4471.829102
	Iteration 16Q: 3 clusters Score -963395.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -963501.375000 Penalty: 4471.829102
	Iteration 17Q: 3 clusters Score -963501.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -963604.375000 Penalty: 4471.829102
	Iteration 18Q: 3 clusters Score -963604.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -963711.187500 Penalty: 4471.829102
	Iteration 19Q: 3 clusters Score -963711.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -963799.437500 Penalty: 4471.829102
	Iteration 20F: 3 clusters Score -963799.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -963882.750000 Penalty: 4471.829102
	Iteration 21Q: 3 clusters Score -963882.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -963970.875000 Penalty: 4471.829102
	Iteration 22Q: 3 clusters Score -963970.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -964042.250000 Penalty: 4471.829102
	Iteration 23Q: 3 clusters Score -964042.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -964106.937500 Penalty: 4471.829102
	Iteration 24Q: 3 clusters Score -964106.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -964174.875000 Penalty: 4471.829102
	Iteration 25Q: 3 clusters Score -964174.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -964233.750000 Penalty: 4471.829102
	Iteration 26Q: 3 clusters Score -964233.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -964278.250000 Penalty: 4471.829102
	Iteration 27Q: 3 clusters Score -964278.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -964307.687500 Penalty: 4471.829102
	Iteration 28Q: 3 clusters Score -964307.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -964329.000000 Penalty: 4471.829102
	Iteration 29Q: 3 clusters Score -964329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -964340.250000 Penalty: 4471.829102
	Iteration 30Q: 3 clusters Score -964340.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -964359.187500 Penalty: 4471.829102
	Iteration 31Q: 3 clusters Score -964359.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -964377.437500 Penalty: 4471.829102
	Iteration 32Q: 3 clusters Score -964377.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -964400.625000 Penalty: 4471.829102
	Iteration 33Q: 3 clusters Score -964400.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -964423.000000 Penalty: 4471.829102
	Iteration 34Q: 3 clusters Score -964423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -964444.062500 Penalty: 4471.829102
	Iteration 35Q: 3 clusters Score -964444.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -964464.062500 Penalty: 4471.829102
	Iteration 36Q: 3 clusters Score -964464.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -964483.937500 Penalty: 4471.829102
	Iteration 37Q: 3 clusters Score -964483.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -964497.250000 Penalty: 4471.829102
	Iteration 38Q: 3 clusters Score -964497.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -964501.500000 Penalty: 4471.829102
	Iteration 39Q: 3 clusters Score -964501.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -964508.375000 Penalty: 4471.829102
	Iteration 40F: 3 clusters Score -964508.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -964509.500000 Penalty: 4471.829102
	Iteration 41Q: 3 clusters Score -964509.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -964513.437500 Penalty: 4471.829102
	Iteration 42Q: 3 clusters Score -964513.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -964519.375000 Penalty: 4471.829102
	Iteration 43Q: 3 clusters Score -964519.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -964524.062500 Penalty: 4471.829102
	Iteration 44Q: 3 clusters Score -964524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -964523.250000 Penalty: 4471.829102
	Iteration 45Q: 3 clusters Score -964523.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -964527.937500 Penalty: 4471.829102
	Iteration 46Q: 3 clusters Score -964527.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -964531.312500 Penalty: 4471.829102
	Iteration 47Q: 3 clusters Score -964531.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -964531.500000 Penalty: 4471.829102
	Iteration 48Q: 3 clusters Score -964531.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -964535.875000 Penalty: 4471.829102
	Iteration 49Q: 3 clusters Score -964535.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -964538.500000 Penalty: 4471.829102
	Iteration 50Q: 3 clusters Score -964538.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -964540.937500 Penalty: 4471.829102
	Iteration 51Q: 3 clusters Score -964540.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -964541.312500 Penalty: 4471.829102
	Iteration 52Q: 3 clusters Score -964541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -964542.437500 Penalty: 4471.829102
	Iteration 53Q: 3 clusters Score -964542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -964544.625000 Penalty: 4471.829102
	Iteration 54Q: 3 clusters Score -964544.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -964543.812500 Penalty: 4471.829102
	Iteration 55Q: 3 clusters Score -964543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -964544.000000 Penalty: 4471.829102
	Iteration 56Q: 3 clusters Score -964544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -964544.000000 Penalty: 4471.829102
	Iteration 57F: 3 clusters Score -964544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (10457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Entering Unmasked Estep 
Score: -1242596.875000 Penalty: 2295.246582
	Iteration 0F: 2 clusters Score -1242597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1234619.250000 Penalty: 4590.493164
	Iteration 0F: 3 clusters Score -1234619 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1236982.875000 Penalty: 4590.493164
	Iteration 1F: 3 clusters Score -1236983 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1237312.000000 Penalty: 4590.493164
	Iteration 2F: 3 clusters Score -1237312 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1237532.500000 Penalty: 4590.493164
	Iteration 3F: 3 clusters Score -1237532 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1237746.625000 Penalty: 4590.493164
	Iteration 4Q: 3 clusters Score -1237747 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1237988.500000 Penalty: 4590.493164
	Iteration 5Q: 3 clusters Score -1237988 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1238279.250000 Penalty: 4590.493164
	Iteration 6Q: 3 clusters Score -1238279 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1238625.750000 Penalty: 4590.493164
	Iteration 7F: 3 clusters Score -1238626 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1238950.375000 Penalty: 4590.493164
	Iteration 8Q: 3 clusters Score -1238950 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1239292.375000 Penalty: 4590.493164
	Iteration 9Q: 3 clusters Score -1239292 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1239607.250000 Penalty: 4590.493164
	Iteration 10Q: 3 clusters Score -1239607 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1239826.625000 Penalty: 4590.493164
	Iteration 11Q: 3 clusters Score -1239827 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1239980.875000 Penalty: 4590.493164
	Iteration 12Q: 3 clusters Score -1239981 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1240108.000000 Penalty: 4590.493164
	Iteration 13Q: 3 clusters Score -1240108 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1240215.875000 Penalty: 4590.493164
	Iteration 14Q: 3 clusters Score -1240216 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1240308.625000 Penalty: 4590.493164
	Iteration 15Q: 3 clusters Score -1240309 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1240377.250000 Penalty: 4590.493164
	Iteration 16Q: 3 clusters Score -1240377 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1240438.000000 Penalty: 4590.493164
	Iteration 17Q: 3 clusters Score -1240438 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1240501.875000 Penalty: 4590.493164
	Iteration 18Q: 3 clusters Score -1240502 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1240555.250000 Penalty: 4590.493164
	Iteration 19Q: 3 clusters Score -1240555 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1240618.000000 Penalty: 4590.493164
	Iteration 20F: 3 clusters Score -1240618 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1240659.250000 Penalty: 4590.493164
	Iteration 21Q: 3 clusters Score -1240659 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1240692.625000 Penalty: 4590.493164
	Iteration 22Q: 3 clusters Score -1240693 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1240723.000000 Penalty: 4590.493164
	Iteration 23Q: 3 clusters Score -1240723 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1240754.000000 Penalty: 4590.493164
	Iteration 24Q: 3 clusters Score -1240754 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1240784.500000 Penalty: 4590.493164
	Iteration 25Q: 3 clusters Score -1240784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1240810.750000 Penalty: 4590.493164
	Iteration 26Q: 3 clusters Score -1240811 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1240849.500000 Penalty: 4590.493164
	Iteration 27Q: 3 clusters Score -1240850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1240881.125000 Penalty: 4590.493164
	Iteration 28Q: 3 clusters Score -1240881 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1240901.750000 Penalty: 4590.493164
	Iteration 29Q: 3 clusters Score -1240902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1240920.375000 Penalty: 4590.493164
	Iteration 30Q: 3 clusters Score -1240920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1240935.250000 Penalty: 4590.493164
	Iteration 31Q: 3 clusters Score -1240935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1240950.250000 Penalty: 4590.493164
	Iteration 32Q: 3 clusters Score -1240950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1240962.125000 Penalty: 4590.493164
	Iteration 33Q: 3 clusters Score -1240962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1240971.250000 Penalty: 4590.493164
	Iteration 34Q: 3 clusters Score -1240971 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1240976.500000 Penalty: 4590.493164
	Iteration 35Q: 3 clusters Score -1240976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1240982.625000 Penalty: 4590.493164
	Iteration 36Q: 3 clusters Score -1240983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1240992.125000 Penalty: 4590.493164
	Iteration 37Q: 3 clusters Score -1240992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1240999.750000 Penalty: 4590.493164
	Iteration 38Q: 3 clusters Score -1241000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1241006.500000 Penalty: 4590.493164
	Iteration 39Q: 3 clusters Score -1241006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1241011.125000 Penalty: 4590.493164
	Iteration 40F: 3 clusters Score -1241011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1241015.875000 Penalty: 4590.493164
	Iteration 41Q: 3 clusters Score -1241016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1241024.875000 Penalty: 4590.493164
	Iteration 42Q: 3 clusters Score -1241025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1241026.500000 Penalty: 4590.493164
	Iteration 43Q: 3 clusters Score -1241026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1241033.625000 Penalty: 4590.493164
	Iteration 44Q: 3 clusters Score -1241034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1241039.250000 Penalty: 4590.493164
	Iteration 45Q: 3 clusters Score -1241039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1241042.375000 Penalty: 4590.493164
	Iteration 46Q: 3 clusters Score -1241042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1241044.000000 Penalty: 4590.493164
	Iteration 47Q: 3 clusters Score -1241044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1241050.750000 Penalty: 4590.493164
	Iteration 48Q: 3 clusters Score -1241051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1241053.625000 Penalty: 4590.493164
	Iteration 49Q: 3 clusters Score -1241054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1241059.000000 Penalty: 4590.493164
	Iteration 50Q: 3 clusters Score -1241059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1241065.875000 Penalty: 4590.493164
	Iteration 51Q: 3 clusters Score -1241066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1241072.875000 Penalty: 4590.493164
	Iteration 52Q: 3 clusters Score -1241073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1241082.875000 Penalty: 4590.493164
	Iteration 53Q: 3 clusters Score -1241083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1241091.500000 Penalty: 4590.493164
	Iteration 54Q: 3 clusters Score -1241092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1241092.375000 Penalty: 4590.493164
	Iteration 55Q: 3 clusters Score -1241092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1241101.500000 Penalty: 4590.493164
	Iteration 56Q: 3 clusters Score -1241102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1241107.000000 Penalty: 4590.493164
	Iteration 57Q: 3 clusters Score -1241107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1241109.125000 Penalty: 4590.493164
	Iteration 58Q: 3 clusters Score -1241109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1241113.000000 Penalty: 4590.493164
	Iteration 59Q: 3 clusters Score -1241113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1241117.375000 Penalty: 4590.493164
	Iteration 60F: 3 clusters Score -1241117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1241120.375000 Penalty: 4590.493164
	Iteration 61Q: 3 clusters Score -1241120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1241124.625000 Penalty: 4590.493164
	Iteration 62Q: 3 clusters Score -1241125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1241127.375000 Penalty: 4590.493164
	Iteration 63Q: 3 clusters Score -1241127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1241130.000000 Penalty: 4590.493164
	Iteration 64Q: 3 clusters Score -1241130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1241132.625000 Penalty: 4590.493164
	Iteration 65Q: 3 clusters Score -1241133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1241139.625000 Penalty: 4590.493164
	Iteration 66Q: 3 clusters Score -1241140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1241148.875000 Penalty: 4590.493164
	Iteration 67Q: 3 clusters Score -1241149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1241156.125000 Penalty: 4590.493164
	Iteration 68Q: 3 clusters Score -1241156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1241160.000000 Penalty: 4590.493164
	Iteration 69Q: 3 clusters Score -1241160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1241169.500000 Penalty: 4590.493164
	Iteration 70Q: 3 clusters Score -1241170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1241176.000000 Penalty: 4590.493164
	Iteration 71Q: 3 clusters Score -1241176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1241181.375000 Penalty: 4590.493164
	Iteration 72Q: 3 clusters Score -1241181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1241191.125000 Penalty: 4590.493164
	Iteration 73Q: 3 clusters Score -1241191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1241204.875000 Penalty: 4590.493164
	Iteration 74Q: 3 clusters Score -1241205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1241210.750000 Penalty: 4590.493164
	Iteration 75Q: 3 clusters Score -1241211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1241217.625000 Penalty: 4590.493164
	Iteration 76Q: 3 clusters Score -1241218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1241228.125000 Penalty: 4590.493164
	Iteration 77Q: 3 clusters Score -1241228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1241235.250000 Penalty: 4590.493164
	Iteration 78Q: 3 clusters Score -1241235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1241237.125000 Penalty: 4590.493164
	Iteration 79Q: 3 clusters Score -1241237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1241241.250000 Penalty: 4590.493164
	Iteration 80F: 3 clusters Score -1241241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1241243.875000 Penalty: 4590.493164
	Iteration 81Q: 3 clusters Score -1241244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1241244.875000 Penalty: 4590.493164
	Iteration 82Q: 3 clusters Score -1241245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1241252.500000 Penalty: 4590.493164
	Iteration 83Q: 3 clusters Score -1241252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1241251.875000 Penalty: 4590.493164
	Iteration 84Q: 3 clusters Score -1241252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1241254.000000 Penalty: 4590.493164
	Iteration 85Q: 3 clusters Score -1241254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1241259.750000 Penalty: 4590.493164
	Iteration 86Q: 3 clusters Score -1241260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1241261.125000 Penalty: 4590.493164
	Iteration 87Q: 3 clusters Score -1241261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1241263.875000 Penalty: 4590.493164
	Iteration 88Q: 3 clusters Score -1241264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1241263.625000 Penalty: 4590.493164
	Iteration 89Q: 3 clusters Score -1241264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1241265.250000 Penalty: 4590.493164
	Iteration 90Q: 3 clusters Score -1241265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1241273.250000 Penalty: 4590.493164
	Iteration 91Q: 3 clusters Score -1241273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1241274.500000 Penalty: 4590.493164
	Iteration 92Q: 3 clusters Score -1241274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1241274.000000 Penalty: 4590.493164
	Iteration 93Q: 3 clusters Score -1241274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1241275.500000 Penalty: 4590.493164
	Iteration 94Q: 3 clusters Score -1241276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1241276.875000 Penalty: 4590.493164
	Iteration 95Q: 3 clusters Score -1241277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1241275.375000 Penalty: 4590.493164
	Iteration 96Q: 3 clusters Score -1241275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1241275.375000 Penalty: 4590.493164
	Iteration 97F: 3 clusters Score -1241275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -35073.351562 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -35073.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33871.289062 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -33871.29 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34131.363281 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -34131.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34186.058594 Penalty: 2924.988281
	Iteration 2Q: 3 clusters Score -34186.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34214.972656 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -34214.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34245.195312 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -34245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34259.871094 Penalty: 2924.988281
	Iteration 5Q: 3 clusters Score -34259.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34272.941406 Penalty: 2924.988281
	Iteration 6Q: 3 clusters Score -34272.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34279.472656 Penalty: 2924.988281
	Iteration 7Q: 3 clusters Score -34279.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34293.550781 Penalty: 2924.988281
	Iteration 8Q: 3 clusters Score -34293.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34295.398438 Penalty: 2924.988281
	Iteration 9Q: 3 clusters Score -34295.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34295.398438 Penalty: 2924.988281
	Iteration 10F: 3 clusters Score -34295.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -100005.187500 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -100005.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -98181.312500 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -98181.31 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -98412.054688 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -98412.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98470.906250 Penalty: 3354.886963
	Iteration 2Q: 3 clusters Score -98470.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98495.398438 Penalty: 3354.886963
	Iteration 3Q: 3 clusters Score -98495.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98508.257812 Penalty: 3354.886963
	Iteration 4Q: 3 clusters Score -98508.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98515.000000 Penalty: 3354.886963
	Iteration 5Q: 3 clusters Score -98515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98517.015625 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -98517.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98519.976562 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -98519.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -98524.398438 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -98524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98525.984375 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -98525.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98525.984375 Penalty: 3354.886963
	Iteration 10F: 3 clusters Score -98525.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (12819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Entering Unmasked Estep 
Score: -1537570.125000 Penalty: 2345.753662
	Iteration 0F: 2 clusters Score -1537570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1528064.250000 Penalty: 4691.507324
	Iteration 0F: 3 clusters Score -1528064 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1530927.750000 Penalty: 4691.507324
	Iteration 1F: 3 clusters Score -1530928 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1531267.875000 Penalty: 4691.507324
	Iteration 2F: 3 clusters Score -1531268 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1531544.625000 Penalty: 4691.507324
	Iteration 3F: 3 clusters Score -1531545 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1531751.625000 Penalty: 4691.507324
	Iteration 4Q: 3 clusters Score -1531752 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1531946.000000 Penalty: 4691.507324
	Iteration 5Q: 3 clusters Score -1531946 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1532109.250000 Penalty: 4691.507324
	Iteration 6Q: 3 clusters Score -1532109 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1532266.875000 Penalty: 4691.507324
	Iteration 7Q: 3 clusters Score -1532267 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1532448.875000 Penalty: 4691.507324
	Iteration 8Q: 3 clusters Score -1532449 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1532678.875000 Penalty: 4691.507324
	Iteration 9Q: 3 clusters Score -1532679 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1532928.375000 Penalty: 4691.507324
	Iteration 10Q: 3 clusters Score -1532928 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1533219.250000 Penalty: 4691.507324
	Iteration 11Q: 3 clusters Score -1533219 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1533530.750000 Penalty: 4691.507324
	Iteration 12Q: 3 clusters Score -1533531 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1533924.375000 Penalty: 4691.507324
	Iteration 13Q: 3 clusters Score -1533924 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1534353.125000 Penalty: 4691.507324
	Iteration 14Q: 3 clusters Score -1534353 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1534743.625000 Penalty: 4691.507324
	Iteration 15Q: 3 clusters Score -1534744 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1535065.875000 Penalty: 4691.507324
	Iteration 16Q: 3 clusters Score -1535066 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1535291.500000 Penalty: 4691.507324
	Iteration 17Q: 3 clusters Score -1535292 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1535443.125000 Penalty: 4691.507324
	Iteration 18Q: 3 clusters Score -1535443 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1535538.375000 Penalty: 4691.507324
	Iteration 19Q: 3 clusters Score -1535538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1535591.000000 Penalty: 4691.507324
	Iteration 20F: 3 clusters Score -1535591 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1535645.250000 Penalty: 4691.507324
	Iteration 21Q: 3 clusters Score -1535645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1535676.125000 Penalty: 4691.507324
	Iteration 22Q: 3 clusters Score -1535676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1535698.875000 Penalty: 4691.507324
	Iteration 23Q: 3 clusters Score -1535699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1535717.625000 Penalty: 4691.507324
	Iteration 24Q: 3 clusters Score -1535718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1535738.750000 Penalty: 4691.507324
	Iteration 25Q: 3 clusters Score -1535739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1535750.375000 Penalty: 4691.507324
	Iteration 26Q: 3 clusters Score -1535750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1535761.750000 Penalty: 4691.507324
	Iteration 27Q: 3 clusters Score -1535762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1535775.750000 Penalty: 4691.507324
	Iteration 28Q: 3 clusters Score -1535776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1535786.000000 Penalty: 4691.507324
	Iteration 29Q: 3 clusters Score -1535786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1535789.000000 Penalty: 4691.507324
	Iteration 30Q: 3 clusters Score -1535789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1535792.250000 Penalty: 4691.507324
	Iteration 31Q: 3 clusters Score -1535792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1535796.875000 Penalty: 4691.507324
	Iteration 32Q: 3 clusters Score -1535797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1535798.250000 Penalty: 4691.507324
	Iteration 33Q: 3 clusters Score -1535798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1535801.750000 Penalty: 4691.507324
	Iteration 34Q: 3 clusters Score -1535802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1535803.625000 Penalty: 4691.507324
	Iteration 35Q: 3 clusters Score -1535804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1535806.375000 Penalty: 4691.507324
	Iteration 36Q: 3 clusters Score -1535806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1535809.000000 Penalty: 4691.507324
	Iteration 37Q: 3 clusters Score -1535809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1535811.750000 Penalty: 4691.507324
	Iteration 38Q: 3 clusters Score -1535812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1535811.000000 Penalty: 4691.507324
	Iteration 39Q: 3 clusters Score -1535811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1535813.375000 Penalty: 4691.507324
	Iteration 40F: 3 clusters Score -1535813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -262890.437500 Penalty: 1909.111206
	Iteration 0F: 2 clusters Score -262890.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -260144.093750 Penalty: 3818.222412
	Iteration 0F: 3 clusters Score -260144.1 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -260728.765625 Penalty: 3818.222412
	Iteration 1F: 3 clusters Score -260728.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -260982.953125 Penalty: 3818.222412
	Iteration 2F: 3 clusters Score -260983 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -261204.234375 Penalty: 3818.222412
	Iteration 3F: 3 clusters Score -261204.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -261381.687500 Penalty: 3818.222412
	Iteration 4F: 3 clusters Score -261381.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -261489.703125 Penalty: 3818.222412
	Iteration 5Q: 3 clusters Score -261489.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -261555.375000 Penalty: 3818.222412
	Iteration 6Q: 3 clusters Score -261555.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -261594.703125 Penalty: 3818.222412
	Iteration 7Q: 3 clusters Score -261594.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -261627.250000 Penalty: 3818.222412
	Iteration 8Q: 3 clusters Score -261627.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -261648.015625 Penalty: 3818.222412
	Iteration 9Q: 3 clusters Score -261648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -261663.781250 Penalty: 3818.222412
	Iteration 10Q: 3 clusters Score -261663.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -261672.484375 Penalty: 3818.222412
	Iteration 11Q: 3 clusters Score -261672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -261678.015625 Penalty: 3818.222412
	Iteration 12Q: 3 clusters Score -261678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -261684.234375 Penalty: 3818.222412
	Iteration 13Q: 3 clusters Score -261684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -261686.718750 Penalty: 3818.222412
	Iteration 14Q: 3 clusters Score -261686.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -261687.953125 Penalty: 3818.222412
	Iteration 15Q: 3 clusters Score -261688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -261688.906250 Penalty: 3818.222412
	Iteration 16Q: 3 clusters Score -261688.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -261690.234375 Penalty: 3818.222412
	Iteration 17Q: 3 clusters Score -261690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -261692.453125 Penalty: 3818.222412
	Iteration 18Q: 3 clusters Score -261692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -261696.015625 Penalty: 3818.222412
	Iteration 19Q: 3 clusters Score -261696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -261699.093750 Penalty: 3818.222412
	Iteration 20F: 3 clusters Score -261699.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (10725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Entering Unmasked Estep 
Score: -1296873.875000 Penalty: 2301.522461
	Iteration 0F: 2 clusters Score -1296874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1288661.500000 Penalty: 4603.044922
	Iteration 0F: 3 clusters Score -1288662 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1291143.375000 Penalty: 4603.044922
	Iteration 1F: 3 clusters Score -1291143 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1291450.250000 Penalty: 4603.044922
	Iteration 2F: 3 clusters Score -1291450 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1291678.000000 Penalty: 4603.044922
	Iteration 3Q: 3 clusters Score -1291678 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1291889.625000 Penalty: 4603.044922
	Iteration 4Q: 3 clusters Score -1291890 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1292110.500000 Penalty: 4603.044922
	Iteration 5Q: 3 clusters Score -1292110 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1292323.250000 Penalty: 4603.044922
	Iteration 6Q: 3 clusters Score -1292323 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1292519.625000 Penalty: 4603.044922
	Iteration 7Q: 3 clusters Score -1292520 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1292685.875000 Penalty: 4603.044922
	Iteration 8Q: 3 clusters Score -1292686 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1292872.500000 Penalty: 4603.044922
	Iteration 9Q: 3 clusters Score -1292872 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1293082.125000 Penalty: 4603.044922
	Iteration 10Q: 3 clusters Score -1293082 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1293328.250000 Penalty: 4603.044922
	Iteration 11Q: 3 clusters Score -1293328 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1293591.250000 Penalty: 4603.044922
	Iteration 12Q: 3 clusters Score -1293591 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1293872.750000 Penalty: 4603.044922
	Iteration 13Q: 3 clusters Score -1293873 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1294179.250000 Penalty: 4603.044922
	Iteration 14Q: 3 clusters Score -1294179 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1294523.500000 Penalty: 4603.044922
	Iteration 15Q: 3 clusters Score -1294524 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1294855.875000 Penalty: 4603.044922
	Iteration 16Q: 3 clusters Score -1294856 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1295121.750000 Penalty: 4603.044922
	Iteration 17Q: 3 clusters Score -1295122 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1295334.875000 Penalty: 4603.044922
	Iteration 18Q: 3 clusters Score -1295335 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1295531.500000 Penalty: 4603.044922
	Iteration 19Q: 3 clusters Score -1295532 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1295759.125000 Penalty: 4603.044922
	Iteration 20F: 3 clusters Score -1295759 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1296022.500000 Penalty: 4603.044922
	Iteration 21Q: 3 clusters Score -1296022 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1296192.125000 Penalty: 4603.044922
	Iteration 22Q: 3 clusters Score -1296192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1296254.125000 Penalty: 4603.044922
	Iteration 23Q: 3 clusters Score -1296254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1296288.375000 Penalty: 4603.044922
	Iteration 24Q: 3 clusters Score -1296288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1296300.500000 Penalty: 4603.044922
	Iteration 25Q: 3 clusters Score -1296300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1296308.000000 Penalty: 4603.044922
	Iteration 26Q: 3 clusters Score -1296308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1296311.875000 Penalty: 4603.044922
	Iteration 27Q: 3 clusters Score -1296312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1296312.500000 Penalty: 4603.044922
	Iteration 28Q: 3 clusters Score -1296312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1296314.375000 Penalty: 4603.044922
	Iteration 29Q: 3 clusters Score -1296314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1296314.875000 Penalty: 4603.044922
	Iteration 30Q: 3 clusters Score -1296315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1296317.375000 Penalty: 4603.044922
	Iteration 31Q: 3 clusters Score -1296317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1296318.250000 Penalty: 4603.044922
	Iteration 32Q: 3 clusters Score -1296318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1296318.250000 Penalty: 4603.044922
	Iteration 33F: 3 clusters Score -1296318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -156662.968750 Penalty: 1781.975952
	Iteration 0F: 2 clusters Score -156663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -154504.625000 Penalty: 3563.951904
	Iteration 0F: 3 clusters Score -154504.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -154806.218750 Penalty: 3563.951904
	Iteration 1F: 3 clusters Score -154806.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -154896.984375 Penalty: 3563.951904
	Iteration 2F: 3 clusters Score -154897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -154953.015625 Penalty: 3563.951904
	Iteration 3Q: 3 clusters Score -154953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -154991.625000 Penalty: 3563.951904
	Iteration 4Q: 3 clusters Score -154991.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -155017.015625 Penalty: 3563.951904
	Iteration 5Q: 3 clusters Score -155017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -155045.265625 Penalty: 3563.951904
	Iteration 6Q: 3 clusters Score -155045.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -155054.171875 Penalty: 3563.951904
	Iteration 7Q: 3 clusters Score -155054.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -155060.468750 Penalty: 3563.951904
	Iteration 8Q: 3 clusters Score -155060.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -155064.906250 Penalty: 3563.951904
	Iteration 9Q: 3 clusters Score -155064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -155067.953125 Penalty: 3563.951904
	Iteration 10Q: 3 clusters Score -155068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -155067.953125 Penalty: 3563.951904
	Iteration 11F: 3 clusters Score -155068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (4231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Entering Unmasked Estep 
Score: -506430.093750 Penalty: 2070.848145
	Iteration 0F: 2 clusters Score -506430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -502449.843750 Penalty: 4141.696289
	Iteration 0F: 3 clusters Score -502449.8 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -503298.375000 Penalty: 4141.696289
	Iteration 1F: 3 clusters Score -503298.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -503488.562500 Penalty: 4141.696289
	Iteration 2F: 3 clusters Score -503488.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -503599.187500 Penalty: 4141.696289
	Iteration 3Q: 3 clusters Score -503599.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -503683.343750 Penalty: 4141.696289
	Iteration 4Q: 3 clusters Score -503683.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -503747.593750 Penalty: 4141.696289
	Iteration 5Q: 3 clusters Score -503747.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -503808.187500 Penalty: 4141.696289
	Iteration 6Q: 3 clusters Score -503808.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -503862.593750 Penalty: 4141.696289
	Iteration 7Q: 3 clusters Score -503862.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -503914.250000 Penalty: 4141.696289
	Iteration 8Q: 3 clusters Score -503914.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -503953.187500 Penalty: 4141.696289
	Iteration 9Q: 3 clusters Score -503953.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -503981.531250 Penalty: 4141.696289
	Iteration 10Q: 3 clusters Score -503981.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -504015.062500 Penalty: 4141.696289
	Iteration 11Q: 3 clusters Score -504015.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -504037.062500 Penalty: 4141.696289
	Iteration 12Q: 3 clusters Score -504037.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -504060.718750 Penalty: 4141.696289
	Iteration 13Q: 3 clusters Score -504060.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -504086.718750 Penalty: 4141.696289
	Iteration 14Q: 3 clusters Score -504086.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -504111.781250 Penalty: 4141.696289
	Iteration 15Q: 3 clusters Score -504111.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -504138.000000 Penalty: 4141.696289
	Iteration 16Q: 3 clusters Score -504138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -504177.406250 Penalty: 4141.696289
	Iteration 17Q: 3 clusters Score -504177.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -504218.812500 Penalty: 4141.696289
	Iteration 18Q: 3 clusters Score -504218.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -504254.125000 Penalty: 4141.696289
	Iteration 19Q: 3 clusters Score -504254.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -504275.906250 Penalty: 4141.696289
	Iteration 20F: 3 clusters Score -504275.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -504295.375000 Penalty: 4141.696289
	Iteration 21Q: 3 clusters Score -504295.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -504320.187500 Penalty: 4141.696289
	Iteration 22Q: 3 clusters Score -504320.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -504338.406250 Penalty: 4141.696289
	Iteration 23Q: 3 clusters Score -504338.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -504359.000000 Penalty: 4141.696289
	Iteration 24Q: 3 clusters Score -504359 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -504374.000000 Penalty: 4141.696289
	Iteration 25Q: 3 clusters Score -504374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -504387.406250 Penalty: 4141.696289
	Iteration 26Q: 3 clusters Score -504387.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -504397.375000 Penalty: 4141.696289
	Iteration 27Q: 3 clusters Score -504397.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -504407.718750 Penalty: 4141.696289
	Iteration 28Q: 3 clusters Score -504407.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -504419.906250 Penalty: 4141.696289
	Iteration 29Q: 3 clusters Score -504419.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -504433.156250 Penalty: 4141.696289
	Iteration 30Q: 3 clusters Score -504433.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -504446.125000 Penalty: 4141.696289
	Iteration 31Q: 3 clusters Score -504446.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -504460.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -504472.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -504481.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -504489.531250 Penalty: 4141.696289
	Iteration 35Q: 3 clusters Score -504489.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -504496.812500 Penalty: 4141.696289
	Iteration 36Q: 3 clusters Score -504496.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -504506.125000 Penalty: 4141.696289
	Iteration 37Q: 3 clusters Score -504506.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -504511.656250 Penalty: 4141.696289
	Iteration 38Q: 3 clusters Score -504511.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -504516.468750 Penalty: 4141.696289
	Iteration 39Q: 3 clusters Score -504516.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -504522.593750 Penalty: 4141.696289
	Iteration 40F: 3 clusters Score -504522.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -504529.000000 Penalty: 4141.696289
	Iteration 41Q: 3 clusters Score -504529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -504534.906250 Penalty: 4141.696289
	Iteration 42Q: 3 clusters Score -504534.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -504537.968750 Penalty: 4141.696289
	Iteration 43Q: 3 clusters Score -504538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -504540.781250 Penalty: 4141.696289
	Iteration 44Q: 3 clusters Score -504540.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -504544.781250 Penalty: 4141.696289
	Iteration 45Q: 3 clusters Score -504544.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -504547.156250 Penalty: 4141.696289
	Iteration 46Q: 3 clusters Score -504547.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -504552.625000 Penalty: 4141.696289
	Iteration 47Q: 3 clusters Score -504552.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -504557.125000 Penalty: 4141.696289
	Iteration 48Q: 3 clusters Score -504557.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -504560.187500 Penalty: 4141.696289
	Iteration 49Q: 3 clusters Score -504560.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -504564.375000 Penalty: 4141.696289
	Iteration 50Q: 3 clusters Score -504564.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -504566.843750 Penalty: 4141.696289
	Iteration 51Q: 3 clusters Score -504566.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -504569.875000 Penalty: 4141.696289
	Iteration 52Q: 3 clusters Score -504569.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -504573.437500 Penalty: 4141.696289
	Iteration 53Q: 3 clusters Score -504573.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -504579.781250 Penalty: 4141.696289
	Iteration 54Q: 3 clusters Score -504579.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -504588.562500 Penalty: 4141.696289
	Iteration 55Q: 3 clusters Score -504588.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -504593.531250 Penalty: 4141.696289
	Iteration 56Q: 3 clusters Score -504593.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -504602.875000 Penalty: 4141.696289
	Iteration 57Q: 3 clusters Score -504602.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -504613.312500 Penalty: 4141.696289
	Iteration 58Q: 3 clusters Score -504613.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -504621.468750 Penalty: 4141.696289
	Iteration 59Q: 3 clusters Score -504621.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -504632.343750 Penalty: 4141.696289
	Iteration 60F: 3 clusters Score -504632.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -504642.187500 Penalty: 4141.696289
	Iteration 61Q: 3 clusters Score -504642.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -504652.875000 Penalty: 4141.696289
	Iteration 62Q: 3 clusters Score -504652.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -504664.375000 Penalty: 4141.696289
	Iteration 63Q: 3 clusters Score -504664.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -504674.656250 Penalty: 4141.696289
	Iteration 64Q: 3 clusters Score -504674.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -504687.281250 Penalty: 4141.696289
	Iteration 65Q: 3 clusters Score -504687.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -504697.781250 Penalty: 4141.696289
	Iteration 66Q: 3 clusters Score -504697.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -504702.750000 Penalty: 4141.696289
	Iteration 67Q: 3 clusters Score -504702.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -504708.000000 Penalty: 4141.696289
	Iteration 68Q: 3 clusters Score -504708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -504716.218750 Penalty: 4141.696289
	Iteration 69Q: 3 clusters Score -504716.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -504721.531250 Penalty: 4141.696289
	Iteration 70Q: 3 clusters Score -504721.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -504726.968750 Penalty: 4141.696289
	Iteration 71Q: 3 clusters Score -504727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -504732.125000 Penalty: 4141.696289
	Iteration 72Q: 3 clusters Score -504732.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -504735.937500 Penalty: 4141.696289
	Iteration 73Q: 3 clusters Score -504735.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -504738.687500 Penalty: 4141.696289
	Iteration 74Q: 3 clusters Score -504738.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -504743.000000 Penalty: 4141.696289
	Iteration 75Q: 3 clusters Score -504743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -504746.625000 Penalty: 4141.696289
	Iteration 76Q: 3 clusters Score -504746.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -504748.812500 Penalty: 4141.696289
	Iteration 77Q: 3 clusters Score -504748.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -504752.906250 Penalty: 4141.696289
	Iteration 78Q: 3 clusters Score -504752.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -504754.593750 Penalty: 4141.696289
	Iteration 79Q: 3 clusters Score -504754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -504756.687500 Penalty: 4141.696289
	Iteration 80F: 3 clusters Score -504756.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -504758.562500 Penalty: 4141.696289
	Iteration 81Q: 3 clusters Score -504758.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -504761.000000 Penalty: 4141.696289
	Iteration 82Q: 3 clusters Score -504761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -504761.031250 Penalty: 4141.696289
	Iteration 83Q: 3 clusters Score -504761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -504762.062500 Penalty: 4141.696289
	Iteration 84Q: 3 clusters Score -504762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -504763.093750 Penalty: 4141.696289
	Iteration 85Q: 3 clusters Score -504763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -504764.187500 Penalty: 4141.696289
	Iteration 86Q: 3 clusters Score -504764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -504764.531250 Penalty: 4141.696289
	Iteration 87Q: 3 clusters Score -504764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -504765.875000 Penalty: 4141.696289
	Iteration 88Q: 3 clusters Score -504765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -504765.812500 Penalty: 4141.696289
	Iteration 89Q: 3 clusters Score -504765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -504765.875000 Penalty: 4141.696289
	Iteration 90Q: 3 clusters Score -504765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -504766.343750 Penalty: 4141.696289
	Iteration 91Q: 3 clusters Score -504766.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -504767.875000 Penalty: 4141.696289
	Iteration 92Q: 3 clusters Score -504767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -504769.062500 Penalty: 4141.696289
	Iteration 93Q: 3 clusters Score -504769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -504767.937500 Penalty: 4141.696289
	Iteration 94Q: 3 clusters Score -504767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -504769.156250 Penalty: 4141.696289
	Iteration 95Q: 3 clusters Score -504769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -504769.625000 Penalty: 4141.696289
	Iteration 96Q: 3 clusters Score -504769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -504769.906250 Penalty: 4141.696289
	Iteration 97Q: 3 clusters Score -504769.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -504772.125000 Penalty: 4141.696289
	Iteration 98Q: 3 clusters Score -504772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -504772.906250 Penalty: 4141.696289
	Iteration 99Q: 3 clusters Score -504772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -504772.968750 Penalty: 4141.696289
	Iteration 100F: 3 clusters Score -504773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -256958.296875 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -256958.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -254307.328125 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -254307.3 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -254771.093750 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -254771.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -254890.796875 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -254890.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -254954.031250 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -254954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -254991.343750 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -254991.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -255015.734375 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -255015.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -255032.156250 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -255032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -255037.484375 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -255037.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -255041.171875 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -255041.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -255043.921875 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -255043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -255047.484375 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -255047.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -255052.359375 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -255052.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -255057.265625 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -255057.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -255060.859375 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -255060.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -255063.453125 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -255063.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -255065.593750 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -255065.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -255067.984375 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -255068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -255069.250000 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -255069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -255069.250000 Penalty: 3784.468018
	Iteration 18F: 3 clusters Score -255069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -209664.312500 Penalty: 1789.379517
	Iteration 0F: 2 clusters Score -209664.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -207537.500000 Penalty: 3578.759033
	Iteration 0F: 3 clusters Score -207537.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -208054.578125 Penalty: 3578.759033
	Iteration 1F: 3 clusters Score -208054.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -208302.812500 Penalty: 3578.759033
	Iteration 2F: 3 clusters Score -208302.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -208504.234375 Penalty: 3578.759033
	Iteration 3F: 3 clusters Score -208504.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -208654.406250 Penalty: 3578.759033
	Iteration 4F: 3 clusters Score -208654.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -208771.296875 Penalty: 3578.759033
	Iteration 5Q: 3 clusters Score -208771.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -208860.187500 Penalty: 3578.759033
	Iteration 6Q: 3 clusters Score -208860.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -208914.906250 Penalty: 3578.759033
	Iteration 7Q: 3 clusters Score -208914.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -208955.796875 Penalty: 3578.759033
	Iteration 8Q: 3 clusters Score -208955.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -208994.703125 Penalty: 3578.759033
	Iteration 9Q: 3 clusters Score -208994.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -209042.343750 Penalty: 3578.759033
	Iteration 10Q: 3 clusters Score -209042.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -209130.375000 Penalty: 3578.759033
	Iteration 11Q: 3 clusters Score -209130.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -209238.578125 Penalty: 3578.759033
	Iteration 12Q: 3 clusters Score -209238.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -209279.687500 Penalty: 3578.759033
	Iteration 13Q: 3 clusters Score -209279.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -209302.921875 Penalty: 3578.759033
	Iteration 14Q: 3 clusters Score -209302.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -209339.578125 Penalty: 3578.759033
	Iteration 15Q: 3 clusters Score -209339.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -209402.984375 Penalty: 3578.759033
	Iteration 16Q: 3 clusters Score -209403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -209459.906250 Penalty: 3578.759033
	Iteration 17Q: 3 clusters Score -209459.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -209487.250000 Penalty: 3578.759033
	Iteration 18Q: 3 clusters Score -209487.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -209506.531250 Penalty: 3578.759033
	Iteration 19Q: 3 clusters Score -209506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -209513.843750 Penalty: 3578.759033
	Iteration 20F: 3 clusters Score -209513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -209514.812500 Penalty: 3578.759033
	Iteration 21Q: 3 clusters Score -209514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -209515.718750 Penalty: 3578.759033
	Iteration 22Q: 3 clusters Score -209515.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -209515.718750 Penalty: 3578.759033
	Iteration 23F: 3 clusters Score -209515.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -339350.156250 Penalty: 2018.508911
	Iteration 0F: 2 clusters Score -339350.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -335866.750000 Penalty: 4037.017822
	Iteration 0F: 3 clusters Score -335866.8 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -336844.156250 Penalty: 4037.017822
	Iteration 1F: 3 clusters Score -336844.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -337255.437500 Penalty: 4037.017822
	Iteration 2F: 3 clusters Score -337255.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -337658.656250 Penalty: 4037.017822
	Iteration 3F: 3 clusters Score -337658.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -338043.500000 Penalty: 4037.017822
	Iteration 4F: 3 clusters Score -338043.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -338349.156250 Penalty: 4037.017822
	Iteration 5F: 3 clusters Score -338349.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -338572.468750 Penalty: 4037.017822
	Iteration 6F: 3 clusters Score -338572.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -338752.687500 Penalty: 4037.017822
	Iteration 7Q: 3 clusters Score -338752.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -338863.218750 Penalty: 4037.017822
	Iteration 8Q: 3 clusters Score -338863.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -338930.125000 Penalty: 4037.017822
	Iteration 9Q: 3 clusters Score -338930.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -338973.687500 Penalty: 4037.017822
	Iteration 10Q: 3 clusters Score -338973.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -339002.500000 Penalty: 4037.017822
	Iteration 11Q: 3 clusters Score -339002.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -339022.187500 Penalty: 4037.017822
	Iteration 12Q: 3 clusters Score -339022.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -339030.656250 Penalty: 4037.017822
	Iteration 13Q: 3 clusters Score -339030.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -339033.968750 Penalty: 4037.017822
	Iteration 14Q: 3 clusters Score -339034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -339039.468750 Penalty: 4037.017822
	Iteration 15Q: 3 clusters Score -339039.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -339043.093750 Penalty: 4037.017822
	Iteration 16Q: 3 clusters Score -339043.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -339050.562500 Penalty: 4037.017822
	Iteration 17Q: 3 clusters Score -339050.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -339056.875000 Penalty: 4037.017822
	Iteration 18Q: 3 clusters Score -339056.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -339063.937500 Penalty: 4037.017822
	Iteration 19Q: 3 clusters Score -339063.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -339067.812500 Penalty: 4037.017822
	Iteration 20F: 3 clusters Score -339067.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -339068.875000 Penalty: 4037.017822
	Iteration 21Q: 3 clusters Score -339068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -339071.250000 Penalty: 4037.017822
	Iteration 22Q: 3 clusters Score -339071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -339073.031250 Penalty: 4037.017822
	Iteration 23Q: 3 clusters Score -339073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -339075.281250 Penalty: 4037.017822
	Iteration 24Q: 3 clusters Score -339075.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -339077.031250 Penalty: 4037.017822
	Iteration 25Q: 3 clusters Score -339077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -339079.343750 Penalty: 4037.017822
	Iteration 26Q: 3 clusters Score -339079.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -339082.406250 Penalty: 4037.017822
	Iteration 27Q: 3 clusters Score -339082.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -339088.937500 Penalty: 4037.017822
	Iteration 28Q: 3 clusters Score -339088.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -339091.937500 Penalty: 4037.017822
	Iteration 29Q: 3 clusters Score -339091.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -339096.437500 Penalty: 4037.017822
	Iteration 30Q: 3 clusters Score -339096.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -339100.500000 Penalty: 4037.017822
	Iteration 31Q: 3 clusters Score -339100.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -339103.812500 Penalty: 4037.017822
	Iteration 32Q: 3 clusters Score -339103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -339104.968750 Penalty: 4037.017822
	Iteration 33Q: 3 clusters Score -339105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -339105.625000 Penalty: 4037.017822
	Iteration 34Q: 3 clusters Score -339105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -339108.468750 Penalty: 4037.017822
	Iteration 35Q: 3 clusters Score -339108.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -339111.718750 Penalty: 4037.017822
	Iteration 36Q: 3 clusters Score -339111.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -339114.718750 Penalty: 4037.017822
	Iteration 37Q: 3 clusters Score -339114.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -339117.625000 Penalty: 4037.017822
	Iteration 38Q: 3 clusters Score -339117.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -339123.531250 Penalty: 4037.017822
	Iteration 39Q: 3 clusters Score -339123.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -339124.718750 Penalty: 4037.017822
	Iteration 40F: 3 clusters Score -339124.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -339125.562500 Penalty: 4037.017822
	Iteration 41Q: 3 clusters Score -339125.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -339125.906250 Penalty: 4037.017822
	Iteration 42Q: 3 clusters Score -339125.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -339125.906250 Penalty: 4037.017822
	Iteration 43F: 3 clusters Score -339125.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (5875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Entering Unmasked Estep 
Score: -706918.125000 Penalty: 2152.258301
	Iteration 0F: 2 clusters Score -706918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -701882.500000 Penalty: 4304.516602
	Iteration 0F: 3 clusters Score -701882.5 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -703286.562500 Penalty: 4304.516602
	Iteration 1F: 3 clusters Score -703286.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -703571.437500 Penalty: 4304.516602
	Iteration 2F: 3 clusters Score -703571.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -703829.625000 Penalty: 4304.516602
	Iteration 3F: 3 clusters Score -703829.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -704024.187500 Penalty: 4304.516602
	Iteration 4F: 3 clusters Score -704024.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -704214.625000 Penalty: 4304.516602
	Iteration 5Q: 3 clusters Score -704214.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -704368.437500 Penalty: 4304.516602
	Iteration 6Q: 3 clusters Score -704368.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -704486.000000 Penalty: 4304.516602
	Iteration 7Q: 3 clusters Score -704486 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -704570.375000 Penalty: 4304.516602
	Iteration 8Q: 3 clusters Score -704570.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -704645.437500 Penalty: 4304.516602
	Iteration 9Q: 3 clusters Score -704645.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -704686.562500 Penalty: 4304.516602
	Iteration 10Q: 3 clusters Score -704686.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -704718.437500 Penalty: 4304.516602
	Iteration 11Q: 3 clusters Score -704718.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -704737.000000 Penalty: 4304.516602
	Iteration 12Q: 3 clusters Score -704737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -704756.312500 Penalty: 4304.516602
	Iteration 13Q: 3 clusters Score -704756.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -704777.625000 Penalty: 4304.516602
	Iteration 14Q: 3 clusters Score -704777.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -704793.437500 Penalty: 4304.516602
	Iteration 15Q: 3 clusters Score -704793.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -704804.187500 Penalty: 4304.516602
	Iteration 16Q: 3 clusters Score -704804.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -704812.562500 Penalty: 4304.516602
	Iteration 17Q: 3 clusters Score -704812.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -704814.812500 Penalty: 4304.516602
	Iteration 18Q: 3 clusters Score -704814.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -704818.937500 Penalty: 4304.516602
	Iteration 19Q: 3 clusters Score -704818.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -704821.812500 Penalty: 4304.516602
	Iteration 20F: 3 clusters Score -704821.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -704826.875000 Penalty: 4304.516602
	Iteration 21Q: 3 clusters Score -704826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -704834.875000 Penalty: 4304.516602
	Iteration 22Q: 3 clusters Score -704834.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -704836.312500 Penalty: 4304.516602
	Iteration 23Q: 3 clusters Score -704836.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -704839.562500 Penalty: 4304.516602
	Iteration 24Q: 3 clusters Score -704839.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -704842.562500 Penalty: 4304.516602
	Iteration 25Q: 3 clusters Score -704842.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -704843.937500 Penalty: 4304.516602
	Iteration 26Q: 3 clusters Score -704843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -704844.375000 Penalty: 4304.516602
	Iteration 27Q: 3 clusters Score -704844.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -704849.062500 Penalty: 4304.516602
	Iteration 28Q: 3 clusters Score -704849.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -704851.875000 Penalty: 4304.516602
	Iteration 29Q: 3 clusters Score -704851.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -704852.937500 Penalty: 4304.516602
	Iteration 30Q: 3 clusters Score -704852.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -704859.812500 Penalty: 4304.516602
	Iteration 31Q: 3 clusters Score -704859.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -704862.625000 Penalty: 4304.516602
	Iteration 32Q: 3 clusters Score -704862.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -704864.500000 Penalty: 4304.516602
	Iteration 33Q: 3 clusters Score -704864.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -704864.250000 Penalty: 4304.516602
	Iteration 34Q: 3 clusters Score -704864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -704865.125000 Penalty: 4304.516602
	Iteration 35Q: 3 clusters Score -704865.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -704867.562500 Penalty: 4304.516602
	Iteration 36Q: 3 clusters Score -704867.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -704867.875000 Penalty: 4304.516602
	Iteration 37Q: 3 clusters Score -704867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -704868.187500 Penalty: 4304.516602
	Iteration 38Q: 3 clusters Score -704868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -704869.937500 Penalty: 4304.516602
	Iteration 39Q: 3 clusters Score -704869.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -704869.562500 Penalty: 4304.516602
	Iteration 40F: 3 clusters Score -704869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -704872.187500 Penalty: 4304.516602
	Iteration 41Q: 3 clusters Score -704872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -704871.125000 Penalty: 4304.516602
	Iteration 42Q: 3 clusters Score -704871.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -704872.750000 Penalty: 4304.516602
	Iteration 43Q: 3 clusters Score -704872.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -704872.750000 Penalty: 4304.516602
	Iteration 44F: 3 clusters Score -704872.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (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: -1498364.125000 Penalty: 2332.970703
	Iteration 0F: 2 clusters Score -1498364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1489345.000000 Penalty: 4665.941406
	Iteration 0F: 3 clusters Score -1489345 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1492059.750000 Penalty: 4665.941406
	Iteration 1F: 3 clusters Score -1492060 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1492381.625000 Penalty: 4665.941406
	Iteration 2F: 3 clusters Score -1492382 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1492652.000000 Penalty: 4665.941406
	Iteration 3F: 3 clusters Score -1492652 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1492874.875000 Penalty: 4665.941406
	Iteration 4Q: 3 clusters Score -1492875 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1493079.625000 Penalty: 4665.941406
	Iteration 5Q: 3 clusters Score -1493080 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1493246.125000 Penalty: 4665.941406
	Iteration 6Q: 3 clusters Score -1493246 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1493393.500000 Penalty: 4665.941406
	Iteration 7Q: 3 clusters Score -1493394 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1493517.000000 Penalty: 4665.941406
	Iteration 8Q: 3 clusters Score -1493517 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1493653.125000 Penalty: 4665.941406
	Iteration 9Q: 3 clusters Score -1493653 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1493800.625000 Penalty: 4665.941406
	Iteration 10Q: 3 clusters Score -1493801 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1493979.750000 Penalty: 4665.941406
	Iteration 11Q: 3 clusters Score -1493980 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1494166.750000 Penalty: 4665.941406
	Iteration 12Q: 3 clusters Score -1494167 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1494366.000000 Penalty: 4665.941406
	Iteration 13Q: 3 clusters Score -1494366 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1494591.250000 Penalty: 4665.941406
	Iteration 14Q: 3 clusters Score -1494591 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1494825.750000 Penalty: 4665.941406
	Iteration 15Q: 3 clusters Score -1494826 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1495077.625000 Penalty: 4665.941406
	Iteration 16Q: 3 clusters Score -1495078 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1495307.875000 Penalty: 4665.941406
	Iteration 17Q: 3 clusters Score -1495308 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1495504.500000 Penalty: 4665.941406
	Iteration 18Q: 3 clusters Score -1495504 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1495708.500000 Penalty: 4665.941406
	Iteration 19Q: 3 clusters Score -1495708 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1495860.000000 Penalty: 4665.941406
	Iteration 20F: 3 clusters Score -1495860 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1495998.750000 Penalty: 4665.941406
	Iteration 21Q: 3 clusters Score -1495999 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1496111.125000 Penalty: 4665.941406
	Iteration 22Q: 3 clusters Score -1496111 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1496198.250000 Penalty: 4665.941406
	Iteration 23Q: 3 clusters Score -1496198 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1496250.375000 Penalty: 4665.941406
	Iteration 24Q: 3 clusters Score -1496250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1496279.500000 Penalty: 4665.941406
	Iteration 25Q: 3 clusters Score -1496280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1496296.500000 Penalty: 4665.941406
	Iteration 26Q: 3 clusters Score -1496296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1496315.875000 Penalty: 4665.941406
	Iteration 27Q: 3 clusters Score -1496316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1496332.500000 Penalty: 4665.941406
	Iteration 28Q: 3 clusters Score -1496332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1496354.500000 Penalty: 4665.941406
	Iteration 29Q: 3 clusters Score -1496354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1496374.750000 Penalty: 4665.941406
	Iteration 30Q: 3 clusters Score -1496375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1496392.875000 Penalty: 4665.941406
	Iteration 31Q: 3 clusters Score -1496393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1496413.375000 Penalty: 4665.941406
	Iteration 32Q: 3 clusters Score -1496413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1496431.625000 Penalty: 4665.941406
	Iteration 33Q: 3 clusters Score -1496432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1496453.750000 Penalty: 4665.941406
	Iteration 34Q: 3 clusters Score -1496454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1496467.625000 Penalty: 4665.941406
	Iteration 35Q: 3 clusters Score -1496468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1496477.625000 Penalty: 4665.941406
	Iteration 36Q: 3 clusters Score -1496478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1496492.125000 Penalty: 4665.941406
	Iteration 37Q: 3 clusters Score -1496492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1496501.125000 Penalty: 4665.941406
	Iteration 38Q: 3 clusters Score -1496501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1496505.875000 Penalty: 4665.941406
	Iteration 39Q: 3 clusters Score -1496506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1496514.500000 Penalty: 4665.941406
	Iteration 40F: 3 clusters Score -1496514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1496523.375000 Penalty: 4665.941406
	Iteration 41Q: 3 clusters Score -1496523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1496531.625000 Penalty: 4665.941406
	Iteration 42Q: 3 clusters Score -1496532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1496533.625000 Penalty: 4665.941406
	Iteration 43Q: 3 clusters Score -1496534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1496537.875000 Penalty: 4665.941406
	Iteration 44Q: 3 clusters Score -1496538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1496541.125000 Penalty: 4665.941406
	Iteration 45Q: 3 clusters Score -1496541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1496545.250000 Penalty: 4665.941406
	Iteration 46Q: 3 clusters Score -1496545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1496546.375000 Penalty: 4665.941406
	Iteration 47Q: 3 clusters Score -1496546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1496549.875000 Penalty: 4665.941406
	Iteration 48Q: 3 clusters Score -1496550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1496550.375000 Penalty: 4665.941406
	Iteration 49Q: 3 clusters Score -1496550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1496550.375000 Penalty: 4665.941406
	Iteration 50F: 3 clusters Score -1496550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (2951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Entering Unmasked Estep 
Score: -352692.937500 Penalty: 1981.494995
	Iteration 0F: 2 clusters Score -352692.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -349490.687500 Penalty: 3962.989990
	Iteration 0F: 3 clusters Score -349490.7 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -350180.750000 Penalty: 3962.989990
	Iteration 1F: 3 clusters Score -350180.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -350359.500000 Penalty: 3962.989990
	Iteration 2F: 3 clusters Score -350359.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -350456.312500 Penalty: 3962.989990
	Iteration 3Q: 3 clusters Score -350456.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -350512.656250 Penalty: 3962.989990
	Iteration 4Q: 3 clusters Score -350512.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -350547.875000 Penalty: 3962.989990
	Iteration 5Q: 3 clusters Score -350547.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -350572.625000 Penalty: 3962.989990
	Iteration 6Q: 3 clusters Score -350572.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -350597.781250 Penalty: 3962.989990
	Iteration 7Q: 3 clusters Score -350597.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -350623.343750 Penalty: 3962.989990
	Iteration 8Q: 3 clusters Score -350623.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -350646.156250 Penalty: 3962.989990
	Iteration 9Q: 3 clusters Score -350646.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -350676.125000 Penalty: 3962.989990
	Iteration 10Q: 3 clusters Score -350676.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -350702.312500 Penalty: 3962.989990
	Iteration 11Q: 3 clusters Score -350702.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -350729.187500 Penalty: 3962.989990
	Iteration 12Q: 3 clusters Score -350729.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -350760.406250 Penalty: 3962.989990
	Iteration 13Q: 3 clusters Score -350760.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -350798.625000 Penalty: 3962.989990
	Iteration 14Q: 3 clusters Score -350798.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -350835.937500 Penalty: 3962.989990
	Iteration 15Q: 3 clusters Score -350835.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -350889.000000 Penalty: 3962.989990
	Iteration 16Q: 3 clusters Score -350889 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -350945.937500 Penalty: 3962.989990
	Iteration 17Q: 3 clusters Score -350945.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -350987.625000 Penalty: 3962.989990
	Iteration 18Q: 3 clusters Score -350987.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -351023.468750 Penalty: 3962.989990
	Iteration 19Q: 3 clusters Score -351023.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -351075.125000 Penalty: 3962.989990
	Iteration 20F: 3 clusters Score -351075.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -351124.125000 Penalty: 3962.989990
	Iteration 21Q: 3 clusters Score -351124.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -351167.218750 Penalty: 3962.989990
	Iteration 22Q: 3 clusters Score -351167.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -351205.156250 Penalty: 3962.989990
	Iteration 23Q: 3 clusters Score -351205.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -351236.156250 Penalty: 3962.989990
	Iteration 24Q: 3 clusters Score -351236.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -351253.968750 Penalty: 3962.989990
	Iteration 25Q: 3 clusters Score -351254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -351270.437500 Penalty: 3962.989990
	Iteration 26Q: 3 clusters Score -351270.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -351285.312500 Penalty: 3962.989990
	Iteration 27Q: 3 clusters Score -351285.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -351303.656250 Penalty: 3962.989990
	Iteration 28Q: 3 clusters Score -351303.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -351318.125000 Penalty: 3962.989990
	Iteration 29Q: 3 clusters Score -351318.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -351327.781250 Penalty: 3962.989990
	Iteration 30Q: 3 clusters Score -351327.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -351335.750000 Penalty: 3962.989990
	Iteration 31Q: 3 clusters Score -351335.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -351345.250000 Penalty: 3962.989990
	Iteration 32Q: 3 clusters Score -351345.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -351353.812500 Penalty: 3962.989990
	Iteration 33Q: 3 clusters Score -351353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -351357.250000 Penalty: 3962.989990
	Iteration 34Q: 3 clusters Score -351357.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -351359.218750 Penalty: 3962.989990
	Iteration 35Q: 3 clusters Score -351359.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -351359.687500 Penalty: 3962.989990
	Iteration 36Q: 3 clusters Score -351359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -351360.375000 Penalty: 3962.989990
	Iteration 37Q: 3 clusters Score -351360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -351361.875000 Penalty: 3962.989990
	Iteration 38Q: 3 clusters Score -351361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -351361.500000 Penalty: 3962.989990
	Iteration 39Q: 3 clusters Score -351361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -351361.500000 Penalty: 3962.989990
	Iteration 40F: 3 clusters Score -351361.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -59410.101562 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -59410.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57854.148438 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -57854.15 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58182.324219 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -58182.32 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58382.207031 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -58382.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58485.617188 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -58485.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58589.585938 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -58589.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -58735.210938 Penalty: 3220.151123
	Iteration 5F: 3 clusters Score -58735.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58893.234375 Penalty: 3220.151123
	Iteration 6F: 3 clusters Score -58893.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -59013.906250 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -59013.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59089.195312 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -59089.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59158.992188 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -59158.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59307.316406 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -59307.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59497.863281 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -59497.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59745.546875 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -59745.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59945.242188 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -59945.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60101.441406 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -60101.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60185.398438 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -60185.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60220.265625 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -60220.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60264.429688 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -60264.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60400.152344 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -60400.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60422.058594 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -60422.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60424.117188 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -60424.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234350 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81288 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 134832 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14907 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95073 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26836 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17986 members 
Mstep: Class 50 contains 91883 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 406 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Mstep: Class 85 contains 254 members 
Entering Unmasked Estep 
Score: -154535328.000000 Penalty: 296974.000000
Splitting cluster 80 changes total score from -154536352.000000 to -154535328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 81 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -114868.976562 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -114869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -113134.617188 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -113134.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -113342.726562 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -113342.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -113407.296875 Penalty: 3281.568359
	Iteration 2Q: 3 clusters Score -113407.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -113442.875000 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -113442.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -113459.445312 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -113459.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -113469.257812 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -113469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -113485.125000 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -113485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -113494.718750 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -113494.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -113503.242188 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -113503.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -113513.460938 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -113513.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -113516.679688 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -113516.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -113516.679688 Penalty: 3281.568359
	Iteration 11F: 3 clusters Score -113516.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (4985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Entering Unmasked Estep 
Score: -598073.562500 Penalty: 2111.518799
	Iteration 0F: 2 clusters Score -598073.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -593533.750000 Penalty: 4223.037598
	Iteration 0F: 3 clusters Score -593533.8 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -594699.437500 Penalty: 4223.037598
	Iteration 1F: 3 clusters Score -594699.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -594939.500000 Penalty: 4223.037598
	Iteration 2F: 3 clusters Score -594939.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -595089.187500 Penalty: 4223.037598
	Iteration 3F: 3 clusters Score -595089.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -595200.125000 Penalty: 4223.037598
	Iteration 4Q: 3 clusters Score -595200.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -595300.250000 Penalty: 4223.037598
	Iteration 5Q: 3 clusters Score -595300.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -595395.500000 Penalty: 4223.037598
	Iteration 6Q: 3 clusters Score -595395.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -595491.500000 Penalty: 4223.037598
	Iteration 7Q: 3 clusters Score -595491.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -595565.125000 Penalty: 4223.037598
	Iteration 8Q: 3 clusters Score -595565.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -595644.437500 Penalty: 4223.037598
	Iteration 9Q: 3 clusters Score -595644.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -595724.750000 Penalty: 4223.037598
	Iteration 10Q: 3 clusters Score -595724.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -595792.000000 Penalty: 4223.037598
	Iteration 11Q: 3 clusters Score -595792 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -595857.250000 Penalty: 4223.037598
	Iteration 12Q: 3 clusters Score -595857.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -595941.625000 Penalty: 4223.037598
	Iteration 13Q: 3 clusters Score -595941.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -596037.687500 Penalty: 4223.037598
	Iteration 14Q: 3 clusters Score -596037.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -596132.000000 Penalty: 4223.037598
	Iteration 15Q: 3 clusters Score -596132 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -596227.125000 Penalty: 4223.037598
	Iteration 16Q: 3 clusters Score -596227.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -596310.500000 Penalty: 4223.037598
	Iteration 17Q: 3 clusters Score -596310.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -596371.062500 Penalty: 4223.037598
	Iteration 18Q: 3 clusters Score -596371.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -596439.187500 Penalty: 4223.037598
	Iteration 19Q: 3 clusters Score -596439.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -596509.625000 Penalty: 4223.037598
	Iteration 20F: 3 clusters Score -596509.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -596592.937500 Penalty: 4223.037598
	Iteration 21Q: 3 clusters Score -596592.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -596655.687500 Penalty: 4223.037598
	Iteration 22Q: 3 clusters Score -596655.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -596686.812500 Penalty: 4223.037598
	Iteration 23Q: 3 clusters Score -596686.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -596705.562500 Penalty: 4223.037598
	Iteration 24Q: 3 clusters Score -596705.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -596716.500000 Penalty: 4223.037598
	Iteration 25Q: 3 clusters Score -596716.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -596727.062500 Penalty: 4223.037598
	Iteration 26Q: 3 clusters Score -596727.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -596735.625000 Penalty: 4223.037598
	Iteration 27Q: 3 clusters Score -596735.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -596738.562500 Penalty: 4223.037598
	Iteration 28Q: 3 clusters Score -596738.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -596741.500000 Penalty: 4223.037598
	Iteration 29Q: 3 clusters Score -596741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -596742.625000 Penalty: 4223.037598
	Iteration 30Q: 3 clusters Score -596742.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -596745.187500 Penalty: 4223.037598
	Iteration 31Q: 3 clusters Score -596745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -596746.000000 Penalty: 4223.037598
	Iteration 32Q: 3 clusters Score -596746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -596746.250000 Penalty: 4223.037598
	Iteration 33Q: 3 clusters Score -596746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -596746.500000 Penalty: 4223.037598
	Iteration 34Q: 3 clusters Score -596746.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -596746.500000 Penalty: 4223.037598
	Iteration 35F: 3 clusters Score -596746.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -437539.281250 Penalty: 2041.842896
	Iteration 0F: 2 clusters Score -437539.3 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 1911 members 
Entering Unmasked Estep 
Score: -433796.437500 Penalty: 4083.685791
	Iteration 0F: 3 clusters Score -433796.4 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -434668.250000 Penalty: 4083.685791
	Iteration 1F: 3 clusters Score -434668.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -434992.656250 Penalty: 4083.685791
	Iteration 2F: 3 clusters Score -434992.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -435326.687500 Penalty: 4083.685791
	Iteration 3F: 3 clusters Score -435326.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -435720.843750 Penalty: 4083.685791
	Iteration 4F: 3 clusters Score -435720.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -436097.906250 Penalty: 4083.685791
	Iteration 5F: 3 clusters Score -436097.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -436390.812500 Penalty: 4083.685791
	Iteration 6F: 3 clusters Score -436390.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -436570.250000 Penalty: 4083.685791
	Iteration 7Q: 3 clusters Score -436570.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -436639.031250 Penalty: 4083.685791
	Iteration 8Q: 3 clusters Score -436639 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -436678.875000 Penalty: 4083.685791
	Iteration 9Q: 3 clusters Score -436678.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -436712.812500 Penalty: 4083.685791
	Iteration 10Q: 3 clusters Score -436712.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -436737.500000 Penalty: 4083.685791
	Iteration 11Q: 3 clusters Score -436737.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -436752.125000 Penalty: 4083.685791
	Iteration 12Q: 3 clusters Score -436752.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -436762.718750 Penalty: 4083.685791
	Iteration 13Q: 3 clusters Score -436762.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -436770.187500 Penalty: 4083.685791
	Iteration 14Q: 3 clusters Score -436770.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -436775.000000 Penalty: 4083.685791
	Iteration 15Q: 3 clusters Score -436775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -436779.187500 Penalty: 4083.685791
	Iteration 16Q: 3 clusters Score -436779.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -436783.718750 Penalty: 4083.685791
	Iteration 17Q: 3 clusters Score -436783.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -436790.125000 Penalty: 4083.685791
	Iteration 18Q: 3 clusters Score -436790.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -436794.687500 Penalty: 4083.685791
	Iteration 19Q: 3 clusters Score -436794.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -436800.687500 Penalty: 4083.685791
	Iteration 20F: 3 clusters Score -436800.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -436808.125000 Penalty: 4083.685791
	Iteration 21Q: 3 clusters Score -436808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -436815.718750 Penalty: 4083.685791
	Iteration 22Q: 3 clusters Score -436815.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -436823.562500 Penalty: 4083.685791
	Iteration 23Q: 3 clusters Score -436823.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -436831.125000 Penalty: 4083.685791
	Iteration 24Q: 3 clusters Score -436831.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -436840.187500 Penalty: 4083.685791
	Iteration 25Q: 3 clusters Score -436840.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -436847.281250 Penalty: 4083.685791
	Iteration 26Q: 3 clusters Score -436847.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -436851.218750 Penalty: 4083.685791
	Iteration 27Q: 3 clusters Score -436851.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -436857.562500 Penalty: 4083.685791
	Iteration 28Q: 3 clusters Score -436857.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -436865.656250 Penalty: 4083.685791
	Iteration 29Q: 3 clusters Score -436865.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -436872.031250 Penalty: 4083.685791
	Iteration 30Q: 3 clusters Score -436872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -436878.937500 Penalty: 4083.685791
	Iteration 31Q: 3 clusters Score -436878.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -436883.125000 Penalty: 4083.685791
	Iteration 32Q: 3 clusters Score -436883.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -436889.312500 Penalty: 4083.685791
	Iteration 33Q: 3 clusters Score -436889.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -436900.000000 Penalty: 4083.685791
	Iteration 34Q: 3 clusters Score -436900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -436909.375000 Penalty: 4083.685791
	Iteration 35Q: 3 clusters Score -436909.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -436917.250000 Penalty: 4083.685791
	Iteration 36Q: 3 clusters Score -436917.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -436924.625000 Penalty: 4083.685791
	Iteration 37Q: 3 clusters Score -436924.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -436932.468750 Penalty: 4083.685791
	Iteration 38Q: 3 clusters Score -436932.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -436941.812500 Penalty: 4083.685791
	Iteration 39Q: 3 clusters Score -436941.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -436955.906250 Penalty: 4083.685791
	Iteration 40F: 3 clusters Score -436955.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -436975.031250 Penalty: 4083.685791
	Iteration 41Q: 3 clusters Score -436975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -437003.031250 Penalty: 4083.685791
	Iteration 42Q: 3 clusters Score -437003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -437036.437500 Penalty: 4083.685791
	Iteration 43Q: 3 clusters Score -437036.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -437068.468750 Penalty: 4083.685791
	Iteration 44Q: 3 clusters Score -437068.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -437093.906250 Penalty: 4083.685791
	Iteration 45Q: 3 clusters Score -437093.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -437116.375000 Penalty: 4083.685791
	Iteration 46Q: 3 clusters Score -437116.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -437128.281250 Penalty: 4083.685791
	Iteration 47Q: 3 clusters Score -437128.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -437136.437500 Penalty: 4083.685791
	Iteration 48Q: 3 clusters Score -437136.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -437140.687500 Penalty: 4083.685791
	Iteration 49Q: 3 clusters Score -437140.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -437146.031250 Penalty: 4083.685791
	Iteration 50Q: 3 clusters Score -437146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -437146.718750 Penalty: 4083.685791
	Iteration 51Q: 3 clusters Score -437146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -437147.812500 Penalty: 4083.685791
	Iteration 52Q: 3 clusters Score -437147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -437147.343750 Penalty: 4083.685791
	Iteration 53Q: 3 clusters Score -437147.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -437147.343750 Penalty: 4083.685791
	Iteration 54F: 3 clusters Score -437147.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -133581.046875 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -133581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -131764.750000 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -131764.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -132028.171875 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -132028.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -132125.281250 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -132125.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -132168.265625 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -132168.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -132189.890625 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -132189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -132206.500000 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -132206.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -132218.140625 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -132218.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -132234.937500 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -132234.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -132248.968750 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -132249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -132254.578125 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -132254.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -132259.796875 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -132259.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -132273.250000 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -132273.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132306.468750 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -132306.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -132330.828125 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -132330.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -132342.062500 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -132342.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -132347.531250 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -132347.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -132353.062500 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -132353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -132364.343750 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -132364.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -132379.546875 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -132379.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -132401.640625 Penalty: 3344.468994
	Iteration 19Q: 3 clusters Score -132401.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -132453.875000 Penalty: 3344.468994
	Iteration 20F: 3 clusters Score -132453.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -132538.640625 Penalty: 3344.468994
	Iteration 21Q: 3 clusters Score -132538.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -132554.578125 Penalty: 3344.468994
	Iteration 22Q: 3 clusters Score -132554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -132555.750000 Penalty: 3344.468994
	Iteration 23Q: 3 clusters Score -132555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -132560.078125 Penalty: 3344.468994
	Iteration 24Q: 3 clusters Score -132560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -132567.296875 Penalty: 3344.468994
	Iteration 25Q: 3 clusters Score -132567.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -132580.531250 Penalty: 3344.468994
	Iteration 26Q: 3 clusters Score -132580.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -132587.015625 Penalty: 3344.468994
	Iteration 27Q: 3 clusters Score -132587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -132591.000000 Penalty: 3344.468994
	Iteration 28Q: 3 clusters Score -132591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -132592.296875 Penalty: 3344.468994
	Iteration 29Q: 3 clusters Score -132592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -132593.875000 Penalty: 3344.468994
	Iteration 30Q: 3 clusters Score -132593.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -132593.875000 Penalty: 3344.468994
	Iteration 31F: 3 clusters Score -132593.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234350 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81288 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 134832 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14907 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95073 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26836 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17986 members 
Mstep: Class 50 contains 91883 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536304.000000 Penalty: 293480.187500
Iteration 199Q: 85 clusters Score -1.545363e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234350 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81287 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 134833 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14906 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95072 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26837 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91882 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536384.000000 Penalty: 293480.187500
Iteration 200F: 85 clusters Score -1.545364e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234351 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81286 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 134832 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14906 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95071 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26837 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91884 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536384.000000 Penalty: 293480.187500
Iteration 201Q: 85 clusters Score -1.545364e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234352 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81286 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 134833 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14906 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95070 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26837 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91883 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536352.000000 Penalty: 293480.187500
Iteration 202Q: 85 clusters Score -1.545364e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234352 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81284 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 134834 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14906 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95070 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26837 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91884 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536368.000000 Penalty: 293480.187500
Iteration 203Q: 85 clusters Score -1.545364e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234352 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81283 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 134834 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14906 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95070 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26837 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91885 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536336.000000 Penalty: 293480.187500
Iteration 204Q: 85 clusters Score -1.545363e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234352 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81282 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 134835 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14906 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95070 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26837 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91885 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536352.000000 Penalty: 293480.187500
Iteration 205Q: 85 clusters Score -1.545364e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234352 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81282 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 134835 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14906 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95070 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26837 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91885 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154536352.000000 Penalty: 293480.187500
Iteration 206F: 85 clusters Score -1.545364e+08 nChanged 0
Entering ConstructFrom: 
Score: -154536352.000000 Penalty: 293480.187500
Entering ConstructFrom: 
Trying to split cluster 1 (16539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Entering Unmasked Estep 
Score: -2054325.875000 Penalty: 2408.942139
	Iteration 0F: 2 clusters Score -2054326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2042546.625000 Penalty: 4817.884277
	Iteration 0F: 3 clusters Score -2042547 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2046267.750000 Penalty: 4817.884277
	Iteration 1F: 3 clusters Score -2046268 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2046638.500000 Penalty: 4817.884277
	Iteration 2F: 3 clusters Score -2046638 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2046902.500000 Penalty: 4817.884277
	Iteration 3Q: 3 clusters Score -2046902 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2047185.625000 Penalty: 4817.884277
	Iteration 4Q: 3 clusters Score -2047186 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2047577.500000 Penalty: 4817.884277
	Iteration 5Q: 3 clusters Score -2047578 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2048186.625000 Penalty: 4817.884277
	Iteration 6F: 3 clusters Score -2048187 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2049074.500000 Penalty: 4817.884277
	Iteration 7F: 3 clusters Score -2049074 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2050125.125000 Penalty: 4817.884277
	Iteration 8F: 3 clusters Score -2050125 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2050952.375000 Penalty: 4817.884277
	Iteration 9F: 3 clusters Score -2050952 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2051464.000000 Penalty: 4817.884277
	Iteration 10F: 3 clusters Score -2051464 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2051739.250000 Penalty: 4817.884277
	Iteration 11Q: 3 clusters Score -2051739 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2051881.875000 Penalty: 4817.884277
	Iteration 12Q: 3 clusters Score -2051882 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2051962.125000 Penalty: 4817.884277
	Iteration 13Q: 3 clusters Score -2051962 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2052019.750000 Penalty: 4817.884277
	Iteration 14Q: 3 clusters Score -2052020 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2052060.750000 Penalty: 4817.884277
	Iteration 15Q: 3 clusters Score -2052061 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2052098.875000 Penalty: 4817.884277
	Iteration 16Q: 3 clusters Score -2052099 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2052128.375000 Penalty: 4817.884277
	Iteration 17Q: 3 clusters Score -2052128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2052146.750000 Penalty: 4817.884277
	Iteration 18Q: 3 clusters Score -2052147 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2052177.250000 Penalty: 4817.884277
	Iteration 19Q: 3 clusters Score -2052177 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2052199.250000 Penalty: 4817.884277
	Iteration 20F: 3 clusters Score -2052199 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2052213.250000 Penalty: 4817.884277
	Iteration 21Q: 3 clusters Score -2052213 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2052230.750000 Penalty: 4817.884277
	Iteration 22Q: 3 clusters Score -2052231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2052245.125000 Penalty: 4817.884277
	Iteration 23Q: 3 clusters Score -2052245 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2052264.625000 Penalty: 4817.884277
	Iteration 24Q: 3 clusters Score -2052265 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2052279.000000 Penalty: 4817.884277
	Iteration 25Q: 3 clusters Score -2052279 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2052291.625000 Penalty: 4817.884277
	Iteration 26Q: 3 clusters Score -2052292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2052295.375000 Penalty: 4817.884277
	Iteration 27Q: 3 clusters Score -2052295 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2052309.500000 Penalty: 4817.884277
	Iteration 28Q: 3 clusters Score -2052310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2052326.375000 Penalty: 4817.884277
	Iteration 29Q: 3 clusters Score -2052326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2052338.125000 Penalty: 4817.884277
	Iteration 30Q: 3 clusters Score -2052338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2052348.125000 Penalty: 4817.884277
	Iteration 31Q: 3 clusters Score -2052348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2052360.500000 Penalty: 4817.884277
	Iteration 32Q: 3 clusters Score -2052360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2052369.500000 Penalty: 4817.884277
	Iteration 33Q: 3 clusters Score -2052370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2052376.500000 Penalty: 4817.884277
	Iteration 34Q: 3 clusters Score -2052376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2052383.500000 Penalty: 4817.884277
	Iteration 35Q: 3 clusters Score -2052384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2052400.875000 Penalty: 4817.884277
	Iteration 36Q: 3 clusters Score -2052401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2052405.375000 Penalty: 4817.884277
	Iteration 37Q: 3 clusters Score -2052405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2052416.625000 Penalty: 4817.884277
	Iteration 38Q: 3 clusters Score -2052417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2052418.625000 Penalty: 4817.884277
	Iteration 39Q: 3 clusters Score -2052419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2052430.750000 Penalty: 4817.884277
	Iteration 40F: 3 clusters Score -2052431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2052442.625000 Penalty: 4817.884277
	Iteration 41Q: 3 clusters Score -2052443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2052447.375000 Penalty: 4817.884277
	Iteration 42Q: 3 clusters Score -2052447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2052459.125000 Penalty: 4817.884277
	Iteration 43Q: 3 clusters Score -2052459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2052466.250000 Penalty: 4817.884277
	Iteration 44Q: 3 clusters Score -2052466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2052472.875000 Penalty: 4817.884277
	Iteration 45Q: 3 clusters Score -2052473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2052473.875000 Penalty: 4817.884277
	Iteration 46Q: 3 clusters Score -2052474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2052476.750000 Penalty: 4817.884277
	Iteration 47Q: 3 clusters Score -2052477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2052481.250000 Penalty: 4817.884277
	Iteration 48Q: 3 clusters Score -2052481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2052487.375000 Penalty: 4817.884277
	Iteration 49Q: 3 clusters Score -2052487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2052487.625000 Penalty: 4817.884277
	Iteration 50Q: 3 clusters Score -2052488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2052491.375000 Penalty: 4817.884277
	Iteration 51Q: 3 clusters Score -2052491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2052492.250000 Penalty: 4817.884277
	Iteration 52Q: 3 clusters Score -2052492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2052494.875000 Penalty: 4817.884277
	Iteration 53Q: 3 clusters Score -2052495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2052495.125000 Penalty: 4817.884277
	Iteration 54Q: 3 clusters Score -2052495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2052497.000000 Penalty: 4817.884277
	Iteration 55Q: 3 clusters Score -2052497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2052499.500000 Penalty: 4817.884277
	Iteration 56Q: 3 clusters Score -2052500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2052507.250000 Penalty: 4817.884277
	Iteration 57Q: 3 clusters Score -2052507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2052506.875000 Penalty: 4817.884277
	Iteration 58Q: 3 clusters Score -2052507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2052509.750000 Penalty: 4817.884277
	Iteration 59Q: 3 clusters Score -2052510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2052506.125000 Penalty: 4817.884277
	Iteration 60F: 3 clusters Score -2052506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2052508.500000 Penalty: 4817.884277
	Iteration 61Q: 3 clusters Score -2052508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2052508.125000 Penalty: 4817.884277
	Iteration 62Q: 3 clusters Score -2052508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2052511.375000 Penalty: 4817.884277
	Iteration 63Q: 3 clusters Score -2052511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2052512.750000 Penalty: 4817.884277
	Iteration 64Q: 3 clusters Score -2052513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2052519.125000 Penalty: 4817.884277
	Iteration 65Q: 3 clusters Score -2052519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2052518.375000 Penalty: 4817.884277
	Iteration 66Q: 3 clusters Score -2052518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2052514.750000 Penalty: 4817.884277
	Iteration 67Q: 3 clusters Score -2052515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2052518.500000 Penalty: 4817.884277
	Iteration 68Q: 3 clusters Score -2052518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2052517.625000 Penalty: 4817.884277
	Iteration 69Q: 3 clusters Score -2052518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2052517.000000 Penalty: 4817.884277
	Iteration 70Q: 3 clusters Score -2052517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2052517.875000 Penalty: 4817.884277
	Iteration 71Q: 3 clusters Score -2052518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2052517.875000 Penalty: 4817.884277
	Iteration 72F: 3 clusters Score -2052518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -184508.000000 Penalty: 1873.864380
	Iteration 0F: 2 clusters Score -184508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -182017.156250 Penalty: 3747.728760
	Iteration 0F: 3 clusters Score -182017.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -182697.031250 Penalty: 3747.728760
	Iteration 1F: 3 clusters Score -182697 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -183010.812500 Penalty: 3747.728760
	Iteration 2F: 3 clusters Score -183010.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -183239.796875 Penalty: 3747.728760
	Iteration 3F: 3 clusters Score -183239.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -183358.015625 Penalty: 3747.728760
	Iteration 4F: 3 clusters Score -183358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -183445.671875 Penalty: 3747.728760
	Iteration 5Q: 3 clusters Score -183445.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -183486.421875 Penalty: 3747.728760
	Iteration 6Q: 3 clusters Score -183486.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -183519.765625 Penalty: 3747.728760
	Iteration 7Q: 3 clusters Score -183519.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -183549.578125 Penalty: 3747.728760
	Iteration 8Q: 3 clusters Score -183549.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -183557.953125 Penalty: 3747.728760
	Iteration 9Q: 3 clusters Score -183558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -183564.062500 Penalty: 3747.728760
	Iteration 10Q: 3 clusters Score -183564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -183570.437500 Penalty: 3747.728760
	Iteration 11Q: 3 clusters Score -183570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -183577.500000 Penalty: 3747.728760
	Iteration 12Q: 3 clusters Score -183577.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -183584.531250 Penalty: 3747.728760
	Iteration 13Q: 3 clusters Score -183584.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -183593.281250 Penalty: 3747.728760
	Iteration 14Q: 3 clusters Score -183593.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -183604.515625 Penalty: 3747.728760
	Iteration 15Q: 3 clusters Score -183604.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -183624.281250 Penalty: 3747.728760
	Iteration 16Q: 3 clusters Score -183624.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -183642.328125 Penalty: 3747.728760
	Iteration 17Q: 3 clusters Score -183642.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -183656.875000 Penalty: 3747.728760
	Iteration 18Q: 3 clusters Score -183656.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -183666.046875 Penalty: 3747.728760
	Iteration 19Q: 3 clusters Score -183666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -183672.562500 Penalty: 3747.728760
	Iteration 20F: 3 clusters Score -183672.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -183682.468750 Penalty: 3747.728760
	Iteration 21Q: 3 clusters Score -183682.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -183688.421875 Penalty: 3747.728760
	Iteration 22Q: 3 clusters Score -183688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -183695.234375 Penalty: 3747.728760
	Iteration 23Q: 3 clusters Score -183695.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -183702.250000 Penalty: 3747.728760
	Iteration 24Q: 3 clusters Score -183702.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183709.828125 Penalty: 3747.728760
	Iteration 25Q: 3 clusters Score -183709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -183713.718750 Penalty: 3747.728760
	Iteration 26Q: 3 clusters Score -183713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -183715.281250 Penalty: 3747.728760
	Iteration 27Q: 3 clusters Score -183715.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -183715.156250 Penalty: 3747.728760
	Iteration 28Q: 3 clusters Score -183715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -183715.265625 Penalty: 3747.728760
	Iteration 29Q: 3 clusters Score -183715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -183715.265625 Penalty: 3747.728760
	Iteration 30F: 3 clusters Score -183715.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Entering Unmasked Estep 
Score: -2453629.500000 Penalty: 2448.945312
	Iteration 0F: 2 clusters Score -2453630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2440005.500000 Penalty: 4897.890625
	Iteration 0F: 3 clusters Score -2440006 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2444532.000000 Penalty: 4897.890625
	Iteration 1F: 3 clusters Score -2444532 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2444854.750000 Penalty: 4897.890625
	Iteration 2F: 3 clusters Score -2444855 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2445089.500000 Penalty: 4897.890625
	Iteration 3Q: 3 clusters Score -2445090 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2445304.750000 Penalty: 4897.890625
	Iteration 4Q: 3 clusters Score -2445305 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2445487.250000 Penalty: 4897.890625
	Iteration 5Q: 3 clusters Score -2445487 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2445659.750000 Penalty: 4897.890625
	Iteration 6Q: 3 clusters Score -2445660 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2445833.750000 Penalty: 4897.890625
	Iteration 7Q: 3 clusters Score -2445834 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2446071.750000 Penalty: 4897.890625
	Iteration 8Q: 3 clusters Score -2446072 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2446368.500000 Penalty: 4897.890625
	Iteration 9Q: 3 clusters Score -2446368 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2446770.750000 Penalty: 4897.890625
	Iteration 10Q: 3 clusters Score -2446771 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2447306.750000 Penalty: 4897.890625
	Iteration 11Q: 3 clusters Score -2447307 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2448003.500000 Penalty: 4897.890625
	Iteration 12F: 3 clusters Score -2448004 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2448783.750000 Penalty: 4897.890625
	Iteration 13F: 3 clusters Score -2448784 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2449524.250000 Penalty: 4897.890625
	Iteration 14Q: 3 clusters Score -2449524 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2450167.000000 Penalty: 4897.890625
	Iteration 15Q: 3 clusters Score -2450167 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2450703.000000 Penalty: 4897.890625
	Iteration 16Q: 3 clusters Score -2450703 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2451105.250000 Penalty: 4897.890625
	Iteration 17Q: 3 clusters Score -2451105 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2451374.250000 Penalty: 4897.890625
	Iteration 18Q: 3 clusters Score -2451374 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2451525.250000 Penalty: 4897.890625
	Iteration 19Q: 3 clusters Score -2451525 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2451629.000000 Penalty: 4897.890625
	Iteration 20F: 3 clusters Score -2451629 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2451676.250000 Penalty: 4897.890625
	Iteration 21Q: 3 clusters Score -2451676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2451710.250000 Penalty: 4897.890625
	Iteration 22Q: 3 clusters Score -2451710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2451722.750000 Penalty: 4897.890625
	Iteration 23Q: 3 clusters Score -2451723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2451742.500000 Penalty: 4897.890625
	Iteration 24Q: 3 clusters Score -2451742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2451750.250000 Penalty: 4897.890625
	Iteration 25Q: 3 clusters Score -2451750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2451755.750000 Penalty: 4897.890625
	Iteration 26Q: 3 clusters Score -2451756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2451756.750000 Penalty: 4897.890625
	Iteration 27Q: 3 clusters Score -2451757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2451768.750000 Penalty: 4897.890625
	Iteration 28Q: 3 clusters Score -2451769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2451763.500000 Penalty: 4897.890625
	Iteration 29Q: 3 clusters Score -2451764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2451775.500000 Penalty: 4897.890625
	Iteration 30Q: 3 clusters Score -2451776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2451778.750000 Penalty: 4897.890625
	Iteration 31Q: 3 clusters Score -2451779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2451784.750000 Penalty: 4897.890625
	Iteration 32Q: 3 clusters Score -2451785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2451786.750000 Penalty: 4897.890625
	Iteration 33Q: 3 clusters Score -2451787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2451791.500000 Penalty: 4897.890625
	Iteration 34Q: 3 clusters Score -2451792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2451795.500000 Penalty: 4897.890625
	Iteration 35Q: 3 clusters Score -2451796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2451802.000000 Penalty: 4897.890625
	Iteration 36Q: 3 clusters Score -2451802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2451804.000000 Penalty: 4897.890625
	Iteration 37Q: 3 clusters Score -2451804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2451801.750000 Penalty: 4897.890625
	Iteration 38Q: 3 clusters Score -2451802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2451802.250000 Penalty: 4897.890625
	Iteration 39Q: 3 clusters Score -2451802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2451802.750000 Penalty: 4897.890625
	Iteration 40F: 3 clusters Score -2451803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2451803.250000 Penalty: 4897.890625
	Iteration 41Q: 3 clusters Score -2451803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2451802.500000 Penalty: 4897.890625
	Iteration 42Q: 3 clusters Score -2451802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2451804.000000 Penalty: 4897.890625
	Iteration 43Q: 3 clusters Score -2451804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2451803.750000 Penalty: 4897.890625
	Iteration 44Q: 3 clusters Score -2451804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2451807.500000 Penalty: 4897.890625
	Iteration 45Q: 3 clusters Score -2451808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2451807.750000 Penalty: 4897.890625
	Iteration 46Q: 3 clusters Score -2451808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2451807.750000 Penalty: 4897.890625
	Iteration 47F: 3 clusters Score -2451808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Entering Unmasked Estep 
Score: -298217.125000 Penalty: 1940.759888
	Iteration 0F: 2 clusters Score -298217.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -295266.468750 Penalty: 3881.519775
	Iteration 0F: 3 clusters Score -295266.5 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -295826.218750 Penalty: 3881.519775
	Iteration 1F: 3 clusters Score -295826.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -295992.781250 Penalty: 3881.519775
	Iteration 2F: 3 clusters Score -295992.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -296121.781250 Penalty: 3881.519775
	Iteration 3Q: 3 clusters Score -296121.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -296266.843750 Penalty: 3881.519775
	Iteration 4F: 3 clusters Score -296266.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -296367.750000 Penalty: 3881.519775
	Iteration 5Q: 3 clusters Score -296367.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -296445.343750 Penalty: 3881.519775
	Iteration 6Q: 3 clusters Score -296445.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -296508.312500 Penalty: 3881.519775
	Iteration 7Q: 3 clusters Score -296508.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -296585.468750 Penalty: 3881.519775
	Iteration 8Q: 3 clusters Score -296585.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -296659.250000 Penalty: 3881.519775
	Iteration 9Q: 3 clusters Score -296659.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -296732.562500 Penalty: 3881.519775
	Iteration 10Q: 3 clusters Score -296732.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -296792.687500 Penalty: 3881.519775
	Iteration 11Q: 3 clusters Score -296792.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -296840.812500 Penalty: 3881.519775
	Iteration 12Q: 3 clusters Score -296840.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -296871.406250 Penalty: 3881.519775
	Iteration 13Q: 3 clusters Score -296871.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -296897.531250 Penalty: 3881.519775
	Iteration 14Q: 3 clusters Score -296897.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -296913.437500 Penalty: 3881.519775
	Iteration 15Q: 3 clusters Score -296913.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -296922.531250 Penalty: 3881.519775
	Iteration 16Q: 3 clusters Score -296922.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -296929.093750 Penalty: 3881.519775
	Iteration 17Q: 3 clusters Score -296929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -296935.656250 Penalty: 3881.519775
	Iteration 18Q: 3 clusters Score -296935.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -296944.875000 Penalty: 3881.519775
	Iteration 19Q: 3 clusters Score -296944.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -296959.843750 Penalty: 3881.519775
	Iteration 20F: 3 clusters Score -296959.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -296973.312500 Penalty: 3881.519775
	Iteration 21Q: 3 clusters Score -296973.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -296983.468750 Penalty: 3881.519775
	Iteration 22Q: 3 clusters Score -296983.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -296995.281250 Penalty: 3881.519775
	Iteration 23Q: 3 clusters Score -296995.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -297002.093750 Penalty: 3881.519775
	Iteration 24Q: 3 clusters Score -297002.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -297010.125000 Penalty: 3881.519775
	Iteration 25Q: 3 clusters Score -297010.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -297018.500000 Penalty: 3881.519775
	Iteration 26Q: 3 clusters Score -297018.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -297025.593750 Penalty: 3881.519775
	Iteration 27Q: 3 clusters Score -297025.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -297027.656250 Penalty: 3881.519775
	Iteration 28Q: 3 clusters Score -297027.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -297029.812500 Penalty: 3881.519775
	Iteration 29Q: 3 clusters Score -297029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -297031.750000 Penalty: 3881.519775
	Iteration 30Q: 3 clusters Score -297031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -297032.906250 Penalty: 3881.519775
	Iteration 31Q: 3 clusters Score -297032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -297034.093750 Penalty: 3881.519775
	Iteration 32Q: 3 clusters Score -297034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -297034.093750 Penalty: 3881.519775
	Iteration 33F: 3 clusters Score -297034.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Entering Unmasked Estep 
Score: -390102.312500 Penalty: 2013.905884
	Iteration 0F: 2 clusters Score -390102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -386588.375000 Penalty: 4027.811768
	Iteration 0F: 3 clusters Score -386588.4 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -387440.562500 Penalty: 4027.811768
	Iteration 1F: 3 clusters Score -387440.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -387750.093750 Penalty: 4027.811768
	Iteration 2F: 3 clusters Score -387750.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -388084.156250 Penalty: 4027.811768
	Iteration 3F: 3 clusters Score -388084.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -388435.156250 Penalty: 4027.811768
	Iteration 4F: 3 clusters Score -388435.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -388794.500000 Penalty: 4027.811768
	Iteration 5F: 3 clusters Score -388794.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -389085.812500 Penalty: 4027.811768
	Iteration 6F: 3 clusters Score -389085.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -389271.625000 Penalty: 4027.811768
	Iteration 7Q: 3 clusters Score -389271.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -389414.812500 Penalty: 4027.811768
	Iteration 8Q: 3 clusters Score -389414.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -389491.718750 Penalty: 4027.811768
	Iteration 9Q: 3 clusters Score -389491.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -389535.375000 Penalty: 4027.811768
	Iteration 10Q: 3 clusters Score -389535.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -389567.968750 Penalty: 4027.811768
	Iteration 11Q: 3 clusters Score -389568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -389602.000000 Penalty: 4027.811768
	Iteration 12Q: 3 clusters Score -389602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -389639.593750 Penalty: 4027.811768
	Iteration 13Q: 3 clusters Score -389639.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -389675.406250 Penalty: 4027.811768
	Iteration 14Q: 3 clusters Score -389675.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -389690.343750 Penalty: 4027.811768
	Iteration 15Q: 3 clusters Score -389690.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -389702.750000 Penalty: 4027.811768
	Iteration 16Q: 3 clusters Score -389702.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -389712.625000 Penalty: 4027.811768
	Iteration 17Q: 3 clusters Score -389712.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -389718.281250 Penalty: 4027.811768
	Iteration 18Q: 3 clusters Score -389718.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -389724.031250 Penalty: 4027.811768
	Iteration 19Q: 3 clusters Score -389724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -389731.593750 Penalty: 4027.811768
	Iteration 20F: 3 clusters Score -389731.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -389738.562500 Penalty: 4027.811768
	Iteration 21Q: 3 clusters Score -389738.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -389742.031250 Penalty: 4027.811768
	Iteration 22Q: 3 clusters Score -389742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -389744.718750 Penalty: 4027.811768
	Iteration 23Q: 3 clusters Score -389744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -389746.843750 Penalty: 4027.811768
	Iteration 24Q: 3 clusters Score -389746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -389747.968750 Penalty: 4027.811768
	Iteration 25Q: 3 clusters Score -389748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -389751.562500 Penalty: 4027.811768
	Iteration 26Q: 3 clusters Score -389751.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -389752.562500 Penalty: 4027.811768
	Iteration 27Q: 3 clusters Score -389752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -389752.562500 Penalty: 4027.811768
	Iteration 28F: 3 clusters Score -389752.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -614370.937500 Penalty: 2122.847656
	Iteration 0F: 2 clusters Score -614370.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -609705.000000 Penalty: 4245.695312
	Iteration 0F: 3 clusters Score -609705 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -610936.687500 Penalty: 4245.695312
	Iteration 1F: 3 clusters Score -610936.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -611160.500000 Penalty: 4245.695312
	Iteration 2F: 3 clusters Score -611160.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -611291.062500 Penalty: 4245.695312
	Iteration 3Q: 3 clusters Score -611291.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -611396.000000 Penalty: 4245.695312
	Iteration 4Q: 3 clusters Score -611396 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -611487.812500 Penalty: 4245.695312
	Iteration 5Q: 3 clusters Score -611487.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -611567.000000 Penalty: 4245.695312
	Iteration 6Q: 3 clusters Score -611567 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -611641.375000 Penalty: 4245.695312
	Iteration 7Q: 3 clusters Score -611641.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -611715.437500 Penalty: 4245.695312
	Iteration 8Q: 3 clusters Score -611715.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -611803.500000 Penalty: 4245.695312
	Iteration 9Q: 3 clusters Score -611803.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -611892.562500 Penalty: 4245.695312
	Iteration 10Q: 3 clusters Score -611892.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -611975.000000 Penalty: 4245.695312
	Iteration 11Q: 3 clusters Score -611975 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -612055.937500 Penalty: 4245.695312
	Iteration 12Q: 3 clusters Score -612055.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -612142.000000 Penalty: 4245.695312
	Iteration 13Q: 3 clusters Score -612142 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -612225.312500 Penalty: 4245.695312
	Iteration 14Q: 3 clusters Score -612225.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -612311.062500 Penalty: 4245.695312
	Iteration 15Q: 3 clusters Score -612311.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -612407.187500 Penalty: 4245.695312
	Iteration 16Q: 3 clusters Score -612407.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -612510.937500 Penalty: 4245.695312
	Iteration 17Q: 3 clusters Score -612510.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -612580.687500 Penalty: 4245.695312
	Iteration 18Q: 3 clusters Score -612580.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -612646.000000 Penalty: 4245.695312
	Iteration 19Q: 3 clusters Score -612646 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -612726.187500 Penalty: 4245.695312
	Iteration 20F: 3 clusters Score -612726.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -612796.937500 Penalty: 4245.695312
	Iteration 21Q: 3 clusters Score -612796.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -612870.625000 Penalty: 4245.695312
	Iteration 22Q: 3 clusters Score -612870.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -612946.875000 Penalty: 4245.695312
	Iteration 23Q: 3 clusters Score -612946.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -613034.437500 Penalty: 4245.695312
	Iteration 24Q: 3 clusters Score -613034.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -613139.500000 Penalty: 4245.695312
	Iteration 25Q: 3 clusters Score -613139.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -613289.500000 Penalty: 4245.695312
	Iteration 26Q: 3 clusters Score -613289.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -613504.750000 Penalty: 4245.695312
	Iteration 27Q: 3 clusters Score -613504.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -613668.625000 Penalty: 4245.695312
	Iteration 28Q: 3 clusters Score -613668.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -613725.312500 Penalty: 4245.695312
	Iteration 29Q: 3 clusters Score -613725.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -613770.375000 Penalty: 4245.695312
	Iteration 30Q: 3 clusters Score -613770.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -613809.250000 Penalty: 4245.695312
	Iteration 31Q: 3 clusters Score -613809.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -613847.812500 Penalty: 4245.695312
	Iteration 32Q: 3 clusters Score -613847.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -613877.875000 Penalty: 4245.695312
	Iteration 33Q: 3 clusters Score -613877.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -613904.187500 Penalty: 4245.695312
	Iteration 34Q: 3 clusters Score -613904.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -613932.875000 Penalty: 4245.695312
	Iteration 35Q: 3 clusters Score -613932.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -613964.125000 Penalty: 4245.695312
	Iteration 36Q: 3 clusters Score -613964.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -613993.062500 Penalty: 4245.695312
	Iteration 37Q: 3 clusters Score -613993.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -614017.250000 Penalty: 4245.695312
	Iteration 38Q: 3 clusters Score -614017.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -614038.250000 Penalty: 4245.695312
	Iteration 39Q: 3 clusters Score -614038.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -614050.812500 Penalty: 4245.695312
	Iteration 40F: 3 clusters Score -614050.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -614062.125000 Penalty: 4245.695312
	Iteration 41Q: 3 clusters Score -614062.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -614071.500000 Penalty: 4245.695312
	Iteration 42Q: 3 clusters Score -614071.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -614078.562500 Penalty: 4245.695312
	Iteration 43Q: 3 clusters Score -614078.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -614082.125000 Penalty: 4245.695312
	Iteration 44Q: 3 clusters Score -614082.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -614087.125000 Penalty: 4245.695312
	Iteration 45Q: 3 clusters Score -614087.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -614088.750000 Penalty: 4245.695312
	Iteration 46Q: 3 clusters Score -614088.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -614096.937500 Penalty: 4245.695312
	Iteration 47Q: 3 clusters Score -614096.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -614103.750000 Penalty: 4245.695312
	Iteration 48Q: 3 clusters Score -614103.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -614113.125000 Penalty: 4245.695312
	Iteration 49Q: 3 clusters Score -614113.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -614123.250000 Penalty: 4245.695312
	Iteration 50Q: 3 clusters Score -614123.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -614129.125000 Penalty: 4245.695312
	Iteration 51Q: 3 clusters Score -614129.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -614132.312500 Penalty: 4245.695312
	Iteration 52Q: 3 clusters Score -614132.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -614135.625000 Penalty: 4245.695312
	Iteration 53Q: 3 clusters Score -614135.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -614139.437500 Penalty: 4245.695312
	Iteration 54Q: 3 clusters Score -614139.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -614145.000000 Penalty: 4245.695312
	Iteration 55Q: 3 clusters Score -614145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -614148.562500 Penalty: 4245.695312
	Iteration 56Q: 3 clusters Score -614148.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -614150.875000 Penalty: 4245.695312
	Iteration 57Q: 3 clusters Score -614150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -614152.750000 Penalty: 4245.695312
	Iteration 58Q: 3 clusters Score -614152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -614154.375000 Penalty: 4245.695312
	Iteration 59Q: 3 clusters Score -614154.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -614155.062500 Penalty: 4245.695312
	Iteration 60F: 3 clusters Score -614155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -614154.437500 Penalty: 4245.695312
	Iteration 61Q: 3 clusters Score -614154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -614154.625000 Penalty: 4245.695312
	Iteration 62Q: 3 clusters Score -614154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -614154.812500 Penalty: 4245.695312
	Iteration 63Q: 3 clusters Score -614154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -614156.000000 Penalty: 4245.695312
	Iteration 64Q: 3 clusters Score -614156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -614155.875000 Penalty: 4245.695312
	Iteration 65Q: 3 clusters Score -614155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -614156.375000 Penalty: 4245.695312
	Iteration 66Q: 3 clusters Score -614156.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -614159.250000 Penalty: 4245.695312
	Iteration 67Q: 3 clusters Score -614159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -614165.750000 Penalty: 4245.695312
	Iteration 68Q: 3 clusters Score -614165.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -614167.000000 Penalty: 4245.695312
	Iteration 69Q: 3 clusters Score -614167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -614170.625000 Penalty: 4245.695312
	Iteration 70Q: 3 clusters Score -614170.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -614171.937500 Penalty: 4245.695312
	Iteration 71Q: 3 clusters Score -614171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -614172.187500 Penalty: 4245.695312
	Iteration 72Q: 3 clusters Score -614172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -614172.187500 Penalty: 4245.695312
	Iteration 73F: 3 clusters Score -614172.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Entering Unmasked Estep 
Score: -644317.750000 Penalty: 2130.337891
	Iteration 0F: 2 clusters Score -644317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -639591.375000 Penalty: 4260.675781
	Iteration 0F: 3 clusters Score -639591.4 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -640795.250000 Penalty: 4260.675781
	Iteration 1F: 3 clusters Score -640795.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -641099.625000 Penalty: 4260.675781
	Iteration 2F: 3 clusters Score -641099.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -641342.750000 Penalty: 4260.675781
	Iteration 3F: 3 clusters Score -641342.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -641535.687500 Penalty: 4260.675781
	Iteration 4F: 3 clusters Score -641535.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -641702.687500 Penalty: 4260.675781
	Iteration 5Q: 3 clusters Score -641702.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -641880.687500 Penalty: 4260.675781
	Iteration 6Q: 3 clusters Score -641880.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -642054.500000 Penalty: 4260.675781
	Iteration 7Q: 3 clusters Score -642054.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -642243.687500 Penalty: 4260.675781
	Iteration 8Q: 3 clusters Score -642243.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -642464.812500 Penalty: 4260.675781
	Iteration 9Q: 3 clusters Score -642464.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -642763.437500 Penalty: 4260.675781
	Iteration 10Q: 3 clusters Score -642763.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -643178.562500 Penalty: 4260.675781
	Iteration 11Q: 3 clusters Score -643178.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -643514.937500 Penalty: 4260.675781
	Iteration 12Q: 3 clusters Score -643514.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -643735.500000 Penalty: 4260.675781
	Iteration 13Q: 3 clusters Score -643735.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -643839.250000 Penalty: 4260.675781
	Iteration 14Q: 3 clusters Score -643839.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -643886.312500 Penalty: 4260.675781
	Iteration 15Q: 3 clusters Score -643886.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -643919.562500 Penalty: 4260.675781
	Iteration 16Q: 3 clusters Score -643919.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -643941.125000 Penalty: 4260.675781
	Iteration 17Q: 3 clusters Score -643941.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -643970.437500 Penalty: 4260.675781
	Iteration 18Q: 3 clusters Score -643970.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -644005.500000 Penalty: 4260.675781
	Iteration 19Q: 3 clusters Score -644005.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -644034.187500 Penalty: 4260.675781
	Iteration 20F: 3 clusters Score -644034.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -644070.187500 Penalty: 4260.675781
	Iteration 21Q: 3 clusters Score -644070.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -644105.062500 Penalty: 4260.675781
	Iteration 22Q: 3 clusters Score -644105.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -644155.750000 Penalty: 4260.675781
	Iteration 23Q: 3 clusters Score -644155.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -644193.187500 Penalty: 4260.675781
	Iteration 24Q: 3 clusters Score -644193.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -644230.875000 Penalty: 4260.675781
	Iteration 25Q: 3 clusters Score -644230.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -644279.937500 Penalty: 4260.675781
	Iteration 26Q: 3 clusters Score -644279.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -644338.312500 Penalty: 4260.675781
	Iteration 27Q: 3 clusters Score -644338.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -644399.812500 Penalty: 4260.675781
	Iteration 28Q: 3 clusters Score -644399.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -644437.125000 Penalty: 4260.675781
	Iteration 29Q: 3 clusters Score -644437.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -644465.562500 Penalty: 4260.675781
	Iteration 30Q: 3 clusters Score -644465.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -644493.937500 Penalty: 4260.675781
	Iteration 31Q: 3 clusters Score -644493.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -644507.437500 Penalty: 4260.675781
	Iteration 32Q: 3 clusters Score -644507.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -644516.625000 Penalty: 4260.675781
	Iteration 33Q: 3 clusters Score -644516.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -644518.812500 Penalty: 4260.675781
	Iteration 34Q: 3 clusters Score -644518.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -644522.312500 Penalty: 4260.675781
	Iteration 35Q: 3 clusters Score -644522.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -644524.687500 Penalty: 4260.675781
	Iteration 36Q: 3 clusters Score -644524.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -644527.250000 Penalty: 4260.675781
	Iteration 37Q: 3 clusters Score -644527.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -644527.875000 Penalty: 4260.675781
	Iteration 38Q: 3 clusters Score -644527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -644529.000000 Penalty: 4260.675781
	Iteration 39Q: 3 clusters Score -644529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -644529.000000 Penalty: 4260.675781
	Iteration 40F: 3 clusters Score -644529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234352 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81282 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 134835 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14906 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95070 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26837 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91885 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Mstep: Class 85 contains 3078 members 
Entering Unmasked Estep 
Score: -154535376.000000 Penalty: 296974.000000
Splitting cluster 7 changes total score from -154536352.000000 to -154535376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (21754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Entering Unmasked Estep 
Score: -2706353.250000 Penalty: 2476.913086
	Iteration 0F: 2 clusters Score -2706353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2691151.500000 Penalty: 4953.826172
	Iteration 0F: 3 clusters Score -2691152 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2696239.250000 Penalty: 4953.826172
	Iteration 1F: 3 clusters Score -2696239 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2696712.250000 Penalty: 4953.826172
	Iteration 2F: 3 clusters Score -2696712 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2697134.750000 Penalty: 4953.826172
	Iteration 3Q: 3 clusters Score -2697135 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2697587.250000 Penalty: 4953.826172
	Iteration 4Q: 3 clusters Score -2697587 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2697979.000000 Penalty: 4953.826172
	Iteration 5Q: 3 clusters Score -2697979 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2698410.000000 Penalty: 4953.826172
	Iteration 6Q: 3 clusters Score -2698410 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2698852.250000 Penalty: 4953.826172
	Iteration 7Q: 3 clusters Score -2698852 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2699336.250000 Penalty: 4953.826172
	Iteration 8Q: 3 clusters Score -2699336 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2699898.000000 Penalty: 4953.826172
	Iteration 9Q: 3 clusters Score -2699898 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2700481.250000 Penalty: 4953.826172
	Iteration 10Q: 3 clusters Score -2700481 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2701027.750000 Penalty: 4953.826172
	Iteration 11Q: 3 clusters Score -2701028 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2701533.000000 Penalty: 4953.826172
	Iteration 12Q: 3 clusters Score -2701533 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2701979.000000 Penalty: 4953.826172
	Iteration 13Q: 3 clusters Score -2701979 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2702402.000000 Penalty: 4953.826172
	Iteration 14Q: 3 clusters Score -2702402 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2702782.750000 Penalty: 4953.826172
	Iteration 15Q: 3 clusters Score -2702783 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2703084.750000 Penalty: 4953.826172
	Iteration 16Q: 3 clusters Score -2703085 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2703317.500000 Penalty: 4953.826172
	Iteration 17Q: 3 clusters Score -2703318 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2703543.750000 Penalty: 4953.826172
	Iteration 18Q: 3 clusters Score -2703544 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2703695.750000 Penalty: 4953.826172
	Iteration 19Q: 3 clusters Score -2703696 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2703776.250000 Penalty: 4953.826172
	Iteration 20F: 3 clusters Score -2703776 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2703855.000000 Penalty: 4953.826172
	Iteration 21Q: 3 clusters Score -2703855 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2703916.250000 Penalty: 4953.826172
	Iteration 22Q: 3 clusters Score -2703916 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2703968.500000 Penalty: 4953.826172
	Iteration 23Q: 3 clusters Score -2703968 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2704002.250000 Penalty: 4953.826172
	Iteration 24Q: 3 clusters Score -2704002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2704025.250000 Penalty: 4953.826172
	Iteration 25Q: 3 clusters Score -2704025 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2704048.000000 Penalty: 4953.826172
	Iteration 26Q: 3 clusters Score -2704048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2704074.250000 Penalty: 4953.826172
	Iteration 27Q: 3 clusters Score -2704074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2704091.750000 Penalty: 4953.826172
	Iteration 28Q: 3 clusters Score -2704092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2704105.250000 Penalty: 4953.826172
	Iteration 29Q: 3 clusters Score -2704105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2704124.500000 Penalty: 4953.826172
	Iteration 30Q: 3 clusters Score -2704124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2704133.000000 Penalty: 4953.826172
	Iteration 31Q: 3 clusters Score -2704133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2704146.250000 Penalty: 4953.826172
	Iteration 32Q: 3 clusters Score -2704146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2704162.500000 Penalty: 4953.826172
	Iteration 33Q: 3 clusters Score -2704162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2704164.250000 Penalty: 4953.826172
	Iteration 34Q: 3 clusters Score -2704164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2704167.000000 Penalty: 4953.826172
	Iteration 35Q: 3 clusters Score -2704167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2704166.500000 Penalty: 4953.826172
	Iteration 36Q: 3 clusters Score -2704166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2704166.250000 Penalty: 4953.826172
	Iteration 37Q: 3 clusters Score -2704166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2704174.000000 Penalty: 4953.826172
	Iteration 38Q: 3 clusters Score -2704174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2704173.250000 Penalty: 4953.826172
	Iteration 39Q: 3 clusters Score -2704173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2704177.000000 Penalty: 4953.826172
	Iteration 40F: 3 clusters Score -2704177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2704172.750000 Penalty: 4953.826172
	Iteration 41Q: 3 clusters Score -2704173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2704176.500000 Penalty: 4953.826172
	Iteration 42Q: 3 clusters Score -2704176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2704179.750000 Penalty: 4953.826172
	Iteration 43Q: 3 clusters Score -2704180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2704179.000000 Penalty: 4953.826172
	Iteration 44Q: 3 clusters Score -2704179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2704178.750000 Penalty: 4953.826172
	Iteration 45Q: 3 clusters Score -2704179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2704182.250000 Penalty: 4953.826172
	Iteration 46Q: 3 clusters Score -2704182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2704182.250000 Penalty: 4953.826172
	Iteration 47Q: 3 clusters Score -2704182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2704183.500000 Penalty: 4953.826172
	Iteration 48Q: 3 clusters Score -2704184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2704183.500000 Penalty: 4953.826172
	Iteration 49F: 3 clusters Score -2704184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (234352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234352 members 
Entering Unmasked Estep 
Score: -28682718.000000 Penalty: 3066.415527
	Iteration 0F: 2 clusters Score -2.868272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117559 members 
Mstep: Class 2 contains 116793 members 
Entering Unmasked Estep 
Score: -28537948.000000 Penalty: 6132.831055
	Iteration 0F: 3 clusters Score -2.853795e+07 nChanged 112930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124149 members 
Mstep: Class 2 contains 110203 members 
Entering Unmasked Estep 
Score: -28603514.000000 Penalty: 6132.831055
	Iteration 1F: 3 clusters Score -2.860351e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128787 members 
Mstep: Class 2 contains 105565 members 
Entering Unmasked Estep 
Score: -28606008.000000 Penalty: 6132.831055
	Iteration 2Q: 3 clusters Score -2.860601e+07 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136062 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -28610560.000000 Penalty: 6132.831055
	Iteration 3Q: 3 clusters Score -2.861056e+07 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147031 members 
Mstep: Class 2 contains 87321 members 
Entering Unmasked Estep 
Score: -28618100.000000 Penalty: 6132.831055
	Iteration 4F: 3 clusters Score -2.86181e+07 nChanged 17571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161512 members 
Mstep: Class 2 contains 72840 members 
Entering Unmasked Estep 
Score: -28629558.000000 Penalty: 6132.831055
	Iteration 5F: 3 clusters Score -2.862956e+07 nChanged 18616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177144 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -28643002.000000 Penalty: 6132.831055
	Iteration 6F: 3 clusters Score -2.8643e+07 nChanged 16284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191222 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -28654764.000000 Penalty: 6132.831055
	Iteration 7F: 3 clusters Score -2.865476e+07 nChanged 12969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203283 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -28662538.000000 Penalty: 6132.831055
	Iteration 8F: 3 clusters Score -2.866254e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213089 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -28668706.000000 Penalty: 6132.831055
	Iteration 9Q: 3 clusters Score -2.866871e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220558 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -28672904.000000 Penalty: 6132.831055
	Iteration 10Q: 3 clusters Score -2.86729e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225630 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -28676206.000000 Penalty: 6132.831055
	Iteration 11Q: 3 clusters Score -2.867621e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228376 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -28678346.000000 Penalty: 6132.831055
	Iteration 12Q: 3 clusters Score -2.867835e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229436 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -28679344.000000 Penalty: 6132.831055
	Iteration 13Q: 3 clusters Score -2.867934e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229907 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -28679818.000000 Penalty: 6132.831055
	Iteration 14Q: 3 clusters Score -2.867982e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230125 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -28680006.000000 Penalty: 6132.831055
	Iteration 15Q: 3 clusters Score -2.868001e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230290 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -28680132.000000 Penalty: 6132.831055
	Iteration 16Q: 3 clusters Score -2.868013e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230410 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -28680238.000000 Penalty: 6132.831055
	Iteration 17Q: 3 clusters Score -2.868024e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230510 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -28680260.000000 Penalty: 6132.831055
	Iteration 18Q: 3 clusters Score -2.868026e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230592 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -28680232.000000 Penalty: 6132.831055
	Iteration 19Q: 3 clusters Score -2.868023e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230662 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -28680252.000000 Penalty: 6132.831055
	Iteration 20F: 3 clusters Score -2.868025e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230714 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -28680272.000000 Penalty: 6132.831055
	Iteration 21Q: 3 clusters Score -2.868027e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230756 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -28680306.000000 Penalty: 6132.831055
	Iteration 22Q: 3 clusters Score -2.868031e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230782 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -28680272.000000 Penalty: 6132.831055
	Iteration 23Q: 3 clusters Score -2.868027e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230824 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -28680264.000000 Penalty: 6132.831055
	Iteration 24Q: 3 clusters Score -2.868026e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230862 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -28680234.000000 Penalty: 6132.831055
	Iteration 25Q: 3 clusters Score -2.868023e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230897 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -28680276.000000 Penalty: 6132.831055
	Iteration 26Q: 3 clusters Score -2.868028e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230912 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -28680260.000000 Penalty: 6132.831055
	Iteration 27Q: 3 clusters Score -2.868026e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230923 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -28680316.000000 Penalty: 6132.831055
	Iteration 28Q: 3 clusters Score -2.868032e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230937 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -28680336.000000 Penalty: 6132.831055
	Iteration 29Q: 3 clusters Score -2.868034e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230952 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -28680328.000000 Penalty: 6132.831055
	Iteration 30Q: 3 clusters Score -2.868033e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230952 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -28680362.000000 Penalty: 6132.831055
	Iteration 31Q: 3 clusters Score -2.868036e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230965 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -28680400.000000 Penalty: 6132.831055
	Iteration 32Q: 3 clusters Score -2.86804e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230964 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -28680432.000000 Penalty: 6132.831055
	Iteration 33Q: 3 clusters Score -2.868043e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230966 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -28680438.000000 Penalty: 6132.831055
	Iteration 34Q: 3 clusters Score -2.868044e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230972 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -28680458.000000 Penalty: 6132.831055
	Iteration 35Q: 3 clusters Score -2.868046e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230990 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -28680442.000000 Penalty: 6132.831055
	Iteration 36Q: 3 clusters Score -2.868044e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230990 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -28680486.000000 Penalty: 6132.831055
	Iteration 37Q: 3 clusters Score -2.868049e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230998 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -28680470.000000 Penalty: 6132.831055
	Iteration 38Q: 3 clusters Score -2.868047e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231008 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -28680474.000000 Penalty: 6132.831055
	Iteration 39Q: 3 clusters Score -2.868047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231022 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -28680474.000000 Penalty: 6132.831055
	Iteration 40F: 3 clusters Score -2.868047e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231031 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -28680502.000000 Penalty: 6132.831055
	Iteration 41Q: 3 clusters Score -2.86805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231040 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -28680498.000000 Penalty: 6132.831055
	Iteration 42Q: 3 clusters Score -2.86805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231047 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -28680478.000000 Penalty: 6132.831055
	Iteration 43Q: 3 clusters Score -2.868048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231055 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -28680490.000000 Penalty: 6132.831055
	Iteration 44Q: 3 clusters Score -2.868049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231061 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -28680502.000000 Penalty: 6132.831055
	Iteration 45Q: 3 clusters Score -2.86805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231067 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -28680506.000000 Penalty: 6132.831055
	Iteration 46Q: 3 clusters Score -2.868051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231074 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -28680502.000000 Penalty: 6132.831055
	Iteration 47Q: 3 clusters Score -2.86805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231077 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -28680518.000000 Penalty: 6132.831055
	Iteration 48Q: 3 clusters Score -2.868052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231078 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -28680518.000000 Penalty: 6132.831055
	Iteration 49Q: 3 clusters Score -2.868052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231081 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -28680518.000000 Penalty: 6132.831055
	Iteration 50Q: 3 clusters Score -2.868052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231085 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -28680506.000000 Penalty: 6132.831055
	Iteration 51Q: 3 clusters Score -2.868051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231092 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -28680538.000000 Penalty: 6132.831055
	Iteration 52Q: 3 clusters Score -2.868054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231102 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -28680546.000000 Penalty: 6132.831055
	Iteration 53Q: 3 clusters Score -2.868055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231108 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -28680534.000000 Penalty: 6132.831055
	Iteration 54Q: 3 clusters Score -2.868053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231109 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -28680510.000000 Penalty: 6132.831055
	Iteration 55Q: 3 clusters Score -2.868051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231108 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -28680538.000000 Penalty: 6132.831055
	Iteration 56Q: 3 clusters Score -2.868054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231109 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -28680554.000000 Penalty: 6132.831055
	Iteration 57Q: 3 clusters Score -2.868055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231109 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -28680544.000000 Penalty: 6132.831055
	Iteration 58Q: 3 clusters Score -2.868054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231107 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -28680540.000000 Penalty: 6132.831055
	Iteration 59Q: 3 clusters Score -2.868054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231106 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -28680548.000000 Penalty: 6132.831055
	Iteration 60F: 3 clusters Score -2.868055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231105 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -28680548.000000 Penalty: 6132.831055
	Iteration 61Q: 3 clusters Score -2.868055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231105 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -28680552.000000 Penalty: 6132.831055
	Iteration 62Q: 3 clusters Score -2.868055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231105 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -28680552.000000 Penalty: 6132.831055
	Iteration 63F: 3 clusters Score -2.868055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Entering Unmasked Estep 
Score: -1118315.500000 Penalty: 2195.815186
	Iteration 0F: 2 clusters Score -1118316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1112561.375000 Penalty: 4391.630371
	Iteration 0F: 3 clusters Score -1112561 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1114206.750000 Penalty: 4391.630371
	Iteration 1F: 3 clusters Score -1114207 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1114580.000000 Penalty: 4391.630371
	Iteration 2F: 3 clusters Score -1114580 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1114918.500000 Penalty: 4391.630371
	Iteration 3F: 3 clusters Score -1114918 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1115201.750000 Penalty: 4391.630371
	Iteration 4F: 3 clusters Score -1115202 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1115427.375000 Penalty: 4391.630371
	Iteration 5Q: 3 clusters Score -1115427 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1115655.875000 Penalty: 4391.630371
	Iteration 6Q: 3 clusters Score -1115656 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1115890.875000 Penalty: 4391.630371
	Iteration 7Q: 3 clusters Score -1115891 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1116098.750000 Penalty: 4391.630371
	Iteration 8Q: 3 clusters Score -1116099 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1116276.000000 Penalty: 4391.630371
	Iteration 9Q: 3 clusters Score -1116276 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1116443.250000 Penalty: 4391.630371
	Iteration 10Q: 3 clusters Score -1116443 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1116563.875000 Penalty: 4391.630371
	Iteration 11Q: 3 clusters Score -1116564 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1116648.750000 Penalty: 4391.630371
	Iteration 12Q: 3 clusters Score -1116649 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1116711.250000 Penalty: 4391.630371
	Iteration 13Q: 3 clusters Score -1116711 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1116769.375000 Penalty: 4391.630371
	Iteration 14Q: 3 clusters Score -1116769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1116806.250000 Penalty: 4391.630371
	Iteration 15Q: 3 clusters Score -1116806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1116840.750000 Penalty: 4391.630371
	Iteration 16Q: 3 clusters Score -1116841 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1116865.500000 Penalty: 4391.630371
	Iteration 17Q: 3 clusters Score -1116866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1116886.125000 Penalty: 4391.630371
	Iteration 18Q: 3 clusters Score -1116886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1116906.750000 Penalty: 4391.630371
	Iteration 19Q: 3 clusters Score -1116907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1116922.000000 Penalty: 4391.630371
	Iteration 20F: 3 clusters Score -1116922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1116934.000000 Penalty: 4391.630371
	Iteration 21Q: 3 clusters Score -1116934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1116937.375000 Penalty: 4391.630371
	Iteration 22Q: 3 clusters Score -1116937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1116945.875000 Penalty: 4391.630371
	Iteration 23Q: 3 clusters Score -1116946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1116949.250000 Penalty: 4391.630371
	Iteration 24Q: 3 clusters Score -1116949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1116951.125000 Penalty: 4391.630371
	Iteration 25Q: 3 clusters Score -1116951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1116955.250000 Penalty: 4391.630371
	Iteration 26Q: 3 clusters Score -1116955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1116960.000000 Penalty: 4391.630371
	Iteration 27Q: 3 clusters Score -1116960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1116960.375000 Penalty: 4391.630371
	Iteration 28Q: 3 clusters Score -1116960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1116961.125000 Penalty: 4391.630371
	Iteration 29Q: 3 clusters Score -1116961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1116964.875000 Penalty: 4391.630371
	Iteration 30Q: 3 clusters Score -1116965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1116966.375000 Penalty: 4391.630371
	Iteration 31Q: 3 clusters Score -1116966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1116967.875000 Penalty: 4391.630371
	Iteration 32Q: 3 clusters Score -1116968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1116969.625000 Penalty: 4391.630371
	Iteration 33Q: 3 clusters Score -1116970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1116969.625000 Penalty: 4391.630371
	Iteration 34Q: 3 clusters Score -1116970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1116970.875000 Penalty: 4391.630371
	Iteration 35Q: 3 clusters Score -1116971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1116969.250000 Penalty: 4391.630371
	Iteration 36Q: 3 clusters Score -1116969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1116970.750000 Penalty: 4391.630371
	Iteration 37Q: 3 clusters Score -1116971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1116971.375000 Penalty: 4391.630371
	Iteration 38Q: 3 clusters Score -1116971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1116972.375000 Penalty: 4391.630371
	Iteration 39Q: 3 clusters Score -1116972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1116970.750000 Penalty: 4391.630371
	Iteration 40F: 3 clusters Score -1116971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1116971.375000 Penalty: 4391.630371
	Iteration 41Q: 3 clusters Score -1116971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1116973.750000 Penalty: 4391.630371
	Iteration 42Q: 3 clusters Score -1116974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1116974.750000 Penalty: 4391.630371
	Iteration 43Q: 3 clusters Score -1116975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1116975.375000 Penalty: 4391.630371
	Iteration 44Q: 3 clusters Score -1116975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1116975.875000 Penalty: 4391.630371
	Iteration 45Q: 3 clusters Score -1116976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1116976.750000 Penalty: 4391.630371
	Iteration 46Q: 3 clusters Score -1116977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1116983.375000 Penalty: 4391.630371
	Iteration 47Q: 3 clusters Score -1116983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1116983.500000 Penalty: 4391.630371
	Iteration 48Q: 3 clusters Score -1116984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1116983.250000 Penalty: 4391.630371
	Iteration 49Q: 3 clusters Score -1116983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1116983.250000 Penalty: 4391.630371
	Iteration 50F: 3 clusters Score -1116983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -43322.707031 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -43322.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42077.679688 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -42077.68 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42249.125000 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -42249.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42280.500000 Penalty: 2930.409180
	Iteration 2Q: 3 clusters Score -42280.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42359.042969 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -42359.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42371.296875 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -42371.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42371.296875 Penalty: 2930.409180
	Iteration 5F: 3 clusters Score -42371.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Entering Unmasked Estep 
Score: -465964.062500 Penalty: 2053.930176
	Iteration 0F: 2 clusters Score -465964.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -462155.093750 Penalty: 4107.860352
	Iteration 0F: 3 clusters Score -462155.1 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -463142.593750 Penalty: 4107.860352
	Iteration 1F: 3 clusters Score -463142.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -463387.531250 Penalty: 4107.860352
	Iteration 2F: 3 clusters Score -463387.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -463568.312500 Penalty: 4107.860352
	Iteration 3F: 3 clusters Score -463568.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -463731.468750 Penalty: 4107.860352
	Iteration 4Q: 3 clusters Score -463731.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -463912.156250 Penalty: 4107.860352
	Iteration 5Q: 3 clusters Score -463912.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -464119.718750 Penalty: 4107.860352
	Iteration 6Q: 3 clusters Score -464119.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -464323.562500 Penalty: 4107.860352
	Iteration 7F: 3 clusters Score -464323.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -464484.625000 Penalty: 4107.860352
	Iteration 8Q: 3 clusters Score -464484.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -464616.968750 Penalty: 4107.860352
	Iteration 9Q: 3 clusters Score -464617 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -464725.656250 Penalty: 4107.860352
	Iteration 10Q: 3 clusters Score -464725.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -464820.906250 Penalty: 4107.860352
	Iteration 11Q: 3 clusters Score -464820.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -464905.500000 Penalty: 4107.860352
	Iteration 12Q: 3 clusters Score -464905.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -464987.625000 Penalty: 4107.860352
	Iteration 13Q: 3 clusters Score -464987.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -465061.937500 Penalty: 4107.860352
	Iteration 14Q: 3 clusters Score -465061.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -465124.750000 Penalty: 4107.860352
	Iteration 15Q: 3 clusters Score -465124.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -465192.250000 Penalty: 4107.860352
	Iteration 16Q: 3 clusters Score -465192.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -465236.437500 Penalty: 4107.860352
	Iteration 17Q: 3 clusters Score -465236.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -465277.031250 Penalty: 4107.860352
	Iteration 18Q: 3 clusters Score -465277 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -465316.281250 Penalty: 4107.860352
	Iteration 19Q: 3 clusters Score -465316.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -465350.937500 Penalty: 4107.860352
	Iteration 20F: 3 clusters Score -465350.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -465371.312500 Penalty: 4107.860352
	Iteration 21Q: 3 clusters Score -465371.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -465388.906250 Penalty: 4107.860352
	Iteration 22Q: 3 clusters Score -465388.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -465407.843750 Penalty: 4107.860352
	Iteration 23Q: 3 clusters Score -465407.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -465432.656250 Penalty: 4107.860352
	Iteration 24Q: 3 clusters Score -465432.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -465460.750000 Penalty: 4107.860352
	Iteration 25Q: 3 clusters Score -465460.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -465477.906250 Penalty: 4107.860352
	Iteration 26Q: 3 clusters Score -465477.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -465486.906250 Penalty: 4107.860352
	Iteration 27Q: 3 clusters Score -465486.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -465492.875000 Penalty: 4107.860352
	Iteration 28Q: 3 clusters Score -465492.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -465497.656250 Penalty: 4107.860352
	Iteration 29Q: 3 clusters Score -465497.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -465500.312500 Penalty: 4107.860352
	Iteration 30Q: 3 clusters Score -465500.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -465502.468750 Penalty: 4107.860352
	Iteration 31Q: 3 clusters Score -465502.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -465502.625000 Penalty: 4107.860352
	Iteration 32Q: 3 clusters Score -465502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -465502.625000 Penalty: 4107.860352
	Iteration 33F: 3 clusters Score -465502.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -125972.960938 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -125973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -123959.859375 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -123959.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -124247.078125 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -124247.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -124326.367188 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -124326.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -124382.429688 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -124382.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -124445.781250 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -124445.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -124491.000000 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -124491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -124512.585938 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -124512.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -124531.164062 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -124531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -124542.867188 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -124542.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -124557.859375 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -124557.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -124587.265625 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -124587.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -124619.765625 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -124619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -124635.210938 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -124635.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -124657.726562 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -124657.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -124674.085938 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -124674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -124679.906250 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -124679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -124683.429688 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -124683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -124692.398438 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -124692.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -124702.757812 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -124702.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -124720.656250 Penalty: 3482.900391
	Iteration 19Q: 3 clusters Score -124720.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -124735.375000 Penalty: 3482.900391
	Iteration 20F: 3 clusters Score -124735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -124743.320312 Penalty: 3482.900391
	Iteration 21Q: 3 clusters Score -124743.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -124746.757812 Penalty: 3482.900391
	Iteration 22Q: 3 clusters Score -124746.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -124751.429688 Penalty: 3482.900391
	Iteration 23Q: 3 clusters Score -124751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -124754.187500 Penalty: 3482.900391
	Iteration 24Q: 3 clusters Score -124754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -124758.687500 Penalty: 3482.900391
	Iteration 25Q: 3 clusters Score -124758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -124760.593750 Penalty: 3482.900391
	Iteration 26Q: 3 clusters Score -124760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -124762.867188 Penalty: 3482.900391
	Iteration 27Q: 3 clusters Score -124762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -124766.578125 Penalty: 3482.900391
	Iteration 28Q: 3 clusters Score -124766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -124767.093750 Penalty: 3482.900391
	Iteration 29Q: 3 clusters Score -124767.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -124767.093750 Penalty: 3482.900391
	Iteration 30F: 3 clusters Score -124767.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Entering Unmasked Estep 
Score: -740064.250000 Penalty: 2163.038330
	Iteration 0F: 2 clusters Score -740064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -734808.500000 Penalty: 4326.076660
	Iteration 0F: 3 clusters Score -734808.5 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -736195.062500 Penalty: 4326.076660
	Iteration 1F: 3 clusters Score -736195.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -736453.125000 Penalty: 4326.076660
	Iteration 2F: 3 clusters Score -736453.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -736650.125000 Penalty: 4326.076660
	Iteration 3F: 3 clusters Score -736650.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -736802.062500 Penalty: 4326.076660
	Iteration 4Q: 3 clusters Score -736802.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -736921.875000 Penalty: 4326.076660
	Iteration 5Q: 3 clusters Score -736921.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -737031.625000 Penalty: 4326.076660
	Iteration 6Q: 3 clusters Score -737031.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -737117.500000 Penalty: 4326.076660
	Iteration 7Q: 3 clusters Score -737117.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -737194.562500 Penalty: 4326.076660
	Iteration 8Q: 3 clusters Score -737194.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -737272.750000 Penalty: 4326.076660
	Iteration 9Q: 3 clusters Score -737272.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -737347.500000 Penalty: 4326.076660
	Iteration 10Q: 3 clusters Score -737347.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -737432.812500 Penalty: 4326.076660
	Iteration 11Q: 3 clusters Score -737432.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -737535.250000 Penalty: 4326.076660
	Iteration 12Q: 3 clusters Score -737535.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -737658.312500 Penalty: 4326.076660
	Iteration 13Q: 3 clusters Score -737658.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -737869.750000 Penalty: 4326.076660
	Iteration 14Q: 3 clusters Score -737869.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -738239.375000 Penalty: 4326.076660
	Iteration 15Q: 3 clusters Score -738239.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -738776.000000 Penalty: 4326.076660
	Iteration 16F: 3 clusters Score -738776 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -739257.687500 Penalty: 4326.076660
	Iteration 17Q: 3 clusters Score -739257.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -739575.187500 Penalty: 4326.076660
	Iteration 18Q: 3 clusters Score -739575.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -739770.687500 Penalty: 4326.076660
	Iteration 19Q: 3 clusters Score -739770.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -739809.562500 Penalty: 4326.076660
	Iteration 20F: 3 clusters Score -739809.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -739819.812500 Penalty: 4326.076660
	Iteration 21Q: 3 clusters Score -739819.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -739822.562500 Penalty: 4326.076660
	Iteration 22Q: 3 clusters Score -739822.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -739824.437500 Penalty: 4326.076660
	Iteration 23Q: 3 clusters Score -739824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -739824.062500 Penalty: 4326.076660
	Iteration 24Q: 3 clusters Score -739824.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -739824.062500 Penalty: 4326.076660
	Iteration 25F: 3 clusters Score -739824.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -76779.492188 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -76779.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75338.554688 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -75338.55 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75624.421875 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -75624.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75786.828125 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -75786.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75964.187500 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -75964.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76100.781250 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -76100.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76150.867188 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -76150.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76166.898438 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -76166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76180.625000 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -76180.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76191.812500 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -76191.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -76199.312500 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -76199.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76201.828125 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -76201.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76201.828125 Penalty: 3118.777832
	Iteration 11F: 3 clusters Score -76201.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Entering Unmasked Estep 
Score: -9155736.000000 Penalty: 2803.808594
	Iteration 0F: 2 clusters Score -9155736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -9101235.000000 Penalty: 5607.617188
	Iteration 0F: 3 clusters Score -9101235 nChanged 38415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -9123604.000000 Penalty: 5607.617188
	Iteration 1F: 3 clusters Score -9123604 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -9124880.000000 Penalty: 5607.617188
	Iteration 2Q: 3 clusters Score -9124880 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -9126370.000000 Penalty: 5607.617188
	Iteration 3Q: 3 clusters Score -9126370 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -9127983.000000 Penalty: 5607.617188
	Iteration 4Q: 3 clusters Score -9127983 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -9130083.000000 Penalty: 5607.617188
	Iteration 5F: 3 clusters Score -9130083 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -9132685.000000 Penalty: 5607.617188
	Iteration 6F: 3 clusters Score -9132685 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -9135781.000000 Penalty: 5607.617188
	Iteration 7F: 3 clusters Score -9135781 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -9139073.000000 Penalty: 5607.617188
	Iteration 8F: 3 clusters Score -9139073 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -9141715.000000 Penalty: 5607.617188
	Iteration 9Q: 3 clusters Score -9141715 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -9143595.000000 Penalty: 5607.617188
	Iteration 10Q: 3 clusters Score -9143595 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -9144985.000000 Penalty: 5607.617188
	Iteration 11Q: 3 clusters Score -9144985 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -9145988.000000 Penalty: 5607.617188
	Iteration 12Q: 3 clusters Score -9145988 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -9146755.000000 Penalty: 5607.617188
	Iteration 13Q: 3 clusters Score -9146755 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -9147361.000000 Penalty: 5607.617188
	Iteration 14Q: 3 clusters Score -9147361 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -9148015.000000 Penalty: 5607.617188
	Iteration 15Q: 3 clusters Score -9148015 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70954 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -9148637.000000 Penalty: 5607.617188
	Iteration 16Q: 3 clusters Score -9148637 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -9149359.000000 Penalty: 5607.617188
	Iteration 17Q: 3 clusters Score -9149359 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -9149967.000000 Penalty: 5607.617188
	Iteration 18Q: 3 clusters Score -9149967 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74802 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -9150557.000000 Penalty: 5607.617188
	Iteration 19Q: 3 clusters Score -9150557 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -9151132.000000 Penalty: 5607.617188
	Iteration 20F: 3 clusters Score -9151132 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76828 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -9151670.000000 Penalty: 5607.617188
	Iteration 21Q: 3 clusters Score -9151670 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -9152151.000000 Penalty: 5607.617188
	Iteration 22Q: 3 clusters Score -9152151 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78253 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -9152455.000000 Penalty: 5607.617188
	Iteration 23Q: 3 clusters Score -9152455 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -9152714.000000 Penalty: 5607.617188
	Iteration 24Q: 3 clusters Score -9152714 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -9152942.000000 Penalty: 5607.617188
	Iteration 25Q: 3 clusters Score -9152942 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9153065.000000 Penalty: 5607.617188
	Iteration 26Q: 3 clusters Score -9153065 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9153151.000000 Penalty: 5607.617188
	Iteration 27Q: 3 clusters Score -9153151 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9153236.000000 Penalty: 5607.617188
	Iteration 28Q: 3 clusters Score -9153236 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79833 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9153258.000000 Penalty: 5607.617188
	Iteration 29Q: 3 clusters Score -9153258 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9153295.000000 Penalty: 5607.617188
	Iteration 30Q: 3 clusters Score -9153295 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -9153331.000000 Penalty: 5607.617188
	Iteration 31Q: 3 clusters Score -9153331 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80027 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9153356.000000 Penalty: 5607.617188
	Iteration 32Q: 3 clusters Score -9153356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9153375.000000 Penalty: 5607.617188
	Iteration 33Q: 3 clusters Score -9153375 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80116 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9153393.000000 Penalty: 5607.617188
	Iteration 34Q: 3 clusters Score -9153393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9153406.000000 Penalty: 5607.617188
	Iteration 35Q: 3 clusters Score -9153406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9153425.000000 Penalty: 5607.617188
	Iteration 36Q: 3 clusters Score -9153425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9153448.000000 Penalty: 5607.617188
	Iteration 37Q: 3 clusters Score -9153448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80234 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9153471.000000 Penalty: 5607.617188
	Iteration 38Q: 3 clusters Score -9153471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80251 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9153469.000000 Penalty: 5607.617188
	Iteration 39Q: 3 clusters Score -9153469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9153494.000000 Penalty: 5607.617188
	Iteration 40F: 3 clusters Score -9153494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9153500.000000 Penalty: 5607.617188
	Iteration 41Q: 3 clusters Score -9153500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9153499.000000 Penalty: 5607.617188
	Iteration 42Q: 3 clusters Score -9153499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80297 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -9153507.000000 Penalty: 5607.617188
	Iteration 43Q: 3 clusters Score -9153507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9153507.000000 Penalty: 5607.617188
	Iteration 44Q: 3 clusters Score -9153507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9153511.000000 Penalty: 5607.617188
	Iteration 45Q: 3 clusters Score -9153511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -9153524.000000 Penalty: 5607.617188
	Iteration 46Q: 3 clusters Score -9153524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9153521.000000 Penalty: 5607.617188
	Iteration 47Q: 3 clusters Score -9153521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80327 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9153528.000000 Penalty: 5607.617188
	Iteration 48Q: 3 clusters Score -9153528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9153535.000000 Penalty: 5607.617188
	Iteration 49Q: 3 clusters Score -9153535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80339 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9153546.000000 Penalty: 5607.617188
	Iteration 50Q: 3 clusters Score -9153546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9153542.000000 Penalty: 5607.617188
	Iteration 51Q: 3 clusters Score -9153542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9153553.000000 Penalty: 5607.617188
	Iteration 52Q: 3 clusters Score -9153553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9153554.000000 Penalty: 5607.617188
	Iteration 53Q: 3 clusters Score -9153554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9153559.000000 Penalty: 5607.617188
	Iteration 54Q: 3 clusters Score -9153559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9153555.000000 Penalty: 5607.617188
	Iteration 55Q: 3 clusters Score -9153555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9153556.000000 Penalty: 5607.617188
	Iteration 56Q: 3 clusters Score -9153556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80363 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9153557.000000 Penalty: 5607.617188
	Iteration 57Q: 3 clusters Score -9153557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9153556.000000 Penalty: 5607.617188
	Iteration 58Q: 3 clusters Score -9153556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9153552.000000 Penalty: 5607.617188
	Iteration 59Q: 3 clusters Score -9153552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9153551.000000 Penalty: 5607.617188
	Iteration 60F: 3 clusters Score -9153551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9153551.000000 Penalty: 5607.617188
	Iteration 61Q: 3 clusters Score -9153551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9153551.000000 Penalty: 5607.617188
	Iteration 62F: 3 clusters Score -9153551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Entering Unmasked Estep 
Score: -1338596.500000 Penalty: 2309.127930
	Iteration 0F: 2 clusters Score -1338596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1330252.250000 Penalty: 4618.255859
	Iteration 0F: 3 clusters Score -1330252 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1332716.000000 Penalty: 4618.255859
	Iteration 1F: 3 clusters Score -1332716 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1333057.375000 Penalty: 4618.255859
	Iteration 2F: 3 clusters Score -1333057 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1333278.875000 Penalty: 4618.255859
	Iteration 3Q: 3 clusters Score -1333279 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1333448.250000 Penalty: 4618.255859
	Iteration 4Q: 3 clusters Score -1333448 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1333579.000000 Penalty: 4618.255859
	Iteration 5Q: 3 clusters Score -1333579 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1333700.125000 Penalty: 4618.255859
	Iteration 6Q: 3 clusters Score -1333700 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1333806.375000 Penalty: 4618.255859
	Iteration 7Q: 3 clusters Score -1333806 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1333941.625000 Penalty: 4618.255859
	Iteration 8Q: 3 clusters Score -1333942 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1334105.000000 Penalty: 4618.255859
	Iteration 9Q: 3 clusters Score -1334105 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1334278.500000 Penalty: 4618.255859
	Iteration 10Q: 3 clusters Score -1334278 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1334466.250000 Penalty: 4618.255859
	Iteration 11Q: 3 clusters Score -1334466 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1334697.500000 Penalty: 4618.255859
	Iteration 12Q: 3 clusters Score -1334698 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1334952.750000 Penalty: 4618.255859
	Iteration 13Q: 3 clusters Score -1334953 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1335218.125000 Penalty: 4618.255859
	Iteration 14Q: 3 clusters Score -1335218 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1335483.125000 Penalty: 4618.255859
	Iteration 15Q: 3 clusters Score -1335483 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1335764.875000 Penalty: 4618.255859
	Iteration 16Q: 3 clusters Score -1335765 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1335996.375000 Penalty: 4618.255859
	Iteration 17Q: 3 clusters Score -1335996 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1336164.625000 Penalty: 4618.255859
	Iteration 18Q: 3 clusters Score -1336165 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1336271.750000 Penalty: 4618.255859
	Iteration 19Q: 3 clusters Score -1336272 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1336335.250000 Penalty: 4618.255859
	Iteration 20F: 3 clusters Score -1336335 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1336392.125000 Penalty: 4618.255859
	Iteration 21Q: 3 clusters Score -1336392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1336430.000000 Penalty: 4618.255859
	Iteration 22Q: 3 clusters Score -1336430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1336452.125000 Penalty: 4618.255859
	Iteration 23Q: 3 clusters Score -1336452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1336487.500000 Penalty: 4618.255859
	Iteration 24Q: 3 clusters Score -1336488 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1336512.375000 Penalty: 4618.255859
	Iteration 25Q: 3 clusters Score -1336512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1336537.500000 Penalty: 4618.255859
	Iteration 26Q: 3 clusters Score -1336538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1336562.125000 Penalty: 4618.255859
	Iteration 27Q: 3 clusters Score -1336562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1336578.250000 Penalty: 4618.255859
	Iteration 28Q: 3 clusters Score -1336578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1336603.000000 Penalty: 4618.255859
	Iteration 29Q: 3 clusters Score -1336603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1336623.125000 Penalty: 4618.255859
	Iteration 30Q: 3 clusters Score -1336623 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1336640.125000 Penalty: 4618.255859
	Iteration 31Q: 3 clusters Score -1336640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1336651.375000 Penalty: 4618.255859
	Iteration 32Q: 3 clusters Score -1336651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1336666.625000 Penalty: 4618.255859
	Iteration 33Q: 3 clusters Score -1336667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1336678.750000 Penalty: 4618.255859
	Iteration 34Q: 3 clusters Score -1336679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1336696.000000 Penalty: 4618.255859
	Iteration 35Q: 3 clusters Score -1336696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1336708.625000 Penalty: 4618.255859
	Iteration 36Q: 3 clusters Score -1336709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1336719.625000 Penalty: 4618.255859
	Iteration 37Q: 3 clusters Score -1336720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1336733.625000 Penalty: 4618.255859
	Iteration 38Q: 3 clusters Score -1336734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1336755.000000 Penalty: 4618.255859
	Iteration 39Q: 3 clusters Score -1336755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1336765.000000 Penalty: 4618.255859
	Iteration 40F: 3 clusters Score -1336765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1336779.625000 Penalty: 4618.255859
	Iteration 41Q: 3 clusters Score -1336780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1336788.625000 Penalty: 4618.255859
	Iteration 42Q: 3 clusters Score -1336789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1336795.750000 Penalty: 4618.255859
	Iteration 43Q: 3 clusters Score -1336796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1336804.000000 Penalty: 4618.255859
	Iteration 44Q: 3 clusters Score -1336804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1336804.250000 Penalty: 4618.255859
	Iteration 45Q: 3 clusters Score -1336804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1336807.375000 Penalty: 4618.255859
	Iteration 46Q: 3 clusters Score -1336807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1336806.375000 Penalty: 4618.255859
	Iteration 47Q: 3 clusters Score -1336806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1336809.250000 Penalty: 4618.255859
	Iteration 48Q: 3 clusters Score -1336809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1336811.625000 Penalty: 4618.255859
	Iteration 49Q: 3 clusters Score -1336812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1336814.625000 Penalty: 4618.255859
	Iteration 50Q: 3 clusters Score -1336815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1336821.625000 Penalty: 4618.255859
	Iteration 51Q: 3 clusters Score -1336822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1336822.000000 Penalty: 4618.255859
	Iteration 52Q: 3 clusters Score -1336822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1336827.250000 Penalty: 4618.255859
	Iteration 53Q: 3 clusters Score -1336827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1336828.125000 Penalty: 4618.255859
	Iteration 54Q: 3 clusters Score -1336828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1336829.250000 Penalty: 4618.255859
	Iteration 55Q: 3 clusters Score -1336829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1336829.375000 Penalty: 4618.255859
	Iteration 56Q: 3 clusters Score -1336829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1336831.000000 Penalty: 4618.255859
	Iteration 57Q: 3 clusters Score -1336831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1336832.875000 Penalty: 4618.255859
	Iteration 58Q: 3 clusters Score -1336833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1336833.375000 Penalty: 4618.255859
	Iteration 59Q: 3 clusters Score -1336833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1336833.375000 Penalty: 4618.255859
	Iteration 60F: 3 clusters Score -1336833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (134835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134835 members 
Entering Unmasked Estep 
Score: -16373032.000000 Penalty: 2929.328125
	Iteration 0F: 2 clusters Score -1.637303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 67355 members 
Entering Unmasked Estep 
Score: -16283028.000000 Penalty: 5858.656250
	Iteration 0F: 3 clusters Score -1.628303e+07 nChanged 64403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -16320172.000000 Penalty: 5858.656250
	Iteration 1F: 3 clusters Score -1.632017e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -16320975.000000 Penalty: 5858.656250
	Iteration 2Q: 3 clusters Score -1.632098e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -16321995.000000 Penalty: 5858.656250
	Iteration 3Q: 3 clusters Score -1.6322e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -16323236.000000 Penalty: 5858.656250
	Iteration 4Q: 3 clusters Score -1.632324e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -16324490.000000 Penalty: 5858.656250
	Iteration 5Q: 3 clusters Score -1.632449e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74316 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -16325957.000000 Penalty: 5858.656250
	Iteration 6Q: 3 clusters Score -1.632596e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -16327955.000000 Penalty: 5858.656250
	Iteration 7Q: 3 clusters Score -1.632796e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -16330647.000000 Penalty: 5858.656250
	Iteration 8Q: 3 clusters Score -1.633065e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85665 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -16334145.000000 Penalty: 5858.656250
	Iteration 9Q: 3 clusters Score -1.633414e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -16339076.000000 Penalty: 5858.656250
	Iteration 10F: 3 clusters Score -1.633908e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97457 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -16344544.000000 Penalty: 5858.656250
	Iteration 11F: 3 clusters Score -1.634454e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102974 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -16349460.000000 Penalty: 5858.656250
	Iteration 12F: 3 clusters Score -1.634946e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107550 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -16353276.000000 Penalty: 5858.656250
	Iteration 13Q: 3 clusters Score -1.635328e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111265 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -16355774.000000 Penalty: 5858.656250
	Iteration 14Q: 3 clusters Score -1.635577e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114580 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -16357670.000000 Penalty: 5858.656250
	Iteration 15Q: 3 clusters Score -1.635767e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117620 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -16359364.000000 Penalty: 5858.656250
	Iteration 16Q: 3 clusters Score -1.635936e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120482 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -16361085.000000 Penalty: 5858.656250
	Iteration 17Q: 3 clusters Score -1.636108e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123189 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -16362699.000000 Penalty: 5858.656250
	Iteration 18Q: 3 clusters Score -1.63627e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125665 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -16364367.000000 Penalty: 5858.656250
	Iteration 19Q: 3 clusters Score -1.636437e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127765 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -16365791.000000 Penalty: 5858.656250
	Iteration 20F: 3 clusters Score -1.636579e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129526 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -16367034.000000 Penalty: 5858.656250
	Iteration 21Q: 3 clusters Score -1.636703e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130930 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -16368046.000000 Penalty: 5858.656250
	Iteration 22Q: 3 clusters Score -1.636805e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131994 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -16368825.000000 Penalty: 5858.656250
	Iteration 23Q: 3 clusters Score -1.636882e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132798 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -16369390.000000 Penalty: 5858.656250
	Iteration 24Q: 3 clusters Score -1.636939e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133313 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -16369796.000000 Penalty: 5858.656250
	Iteration 25Q: 3 clusters Score -1.63698e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133648 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -16370045.000000 Penalty: 5858.656250
	Iteration 26Q: 3 clusters Score -1.637004e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133844 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -16370166.000000 Penalty: 5858.656250
	Iteration 27Q: 3 clusters Score -1.637017e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133970 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16370282.000000 Penalty: 5858.656250
	Iteration 28Q: 3 clusters Score -1.637028e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134047 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -16370334.000000 Penalty: 5858.656250
	Iteration 29Q: 3 clusters Score -1.637033e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134091 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -16370377.000000 Penalty: 5858.656250
	Iteration 30Q: 3 clusters Score -1.637038e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134124 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16370405.000000 Penalty: 5858.656250
	Iteration 31Q: 3 clusters Score -1.63704e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134145 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -16370428.000000 Penalty: 5858.656250
	Iteration 32Q: 3 clusters Score -1.637043e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134157 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -16370422.000000 Penalty: 5858.656250
	Iteration 33Q: 3 clusters Score -1.637042e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134171 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -16370450.000000 Penalty: 5858.656250
	Iteration 34Q: 3 clusters Score -1.637045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134179 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -16370478.000000 Penalty: 5858.656250
	Iteration 35Q: 3 clusters Score -1.637048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134182 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -16370487.000000 Penalty: 5858.656250
	Iteration 36Q: 3 clusters Score -1.637049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134185 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -16370486.000000 Penalty: 5858.656250
	Iteration 37Q: 3 clusters Score -1.637049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134184 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -16370484.000000 Penalty: 5858.656250
	Iteration 38Q: 3 clusters Score -1.637048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134184 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -16370484.000000 Penalty: 5858.656250
	Iteration 39F: 3 clusters Score -1.637048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -772459.812500 Penalty: 2174.336182
	Iteration 0F: 2 clusters Score -772459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -767063.687500 Penalty: 4348.672363
	Iteration 0F: 3 clusters Score -767063.7 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -768383.000000 Penalty: 4348.672363
	Iteration 1F: 3 clusters Score -768383 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -768601.375000 Penalty: 4348.672363
	Iteration 2F: 3 clusters Score -768601.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -768760.937500 Penalty: 4348.672363
	Iteration 3F: 3 clusters Score -768760.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -768870.250000 Penalty: 4348.672363
	Iteration 4Q: 3 clusters Score -768870.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -768962.125000 Penalty: 4348.672363
	Iteration 5Q: 3 clusters Score -768962.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -769065.312500 Penalty: 4348.672363
	Iteration 6Q: 3 clusters Score -769065.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -769182.812500 Penalty: 4348.672363
	Iteration 7Q: 3 clusters Score -769182.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -769310.562500 Penalty: 4348.672363
	Iteration 8Q: 3 clusters Score -769310.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -769440.875000 Penalty: 4348.672363
	Iteration 9Q: 3 clusters Score -769440.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -769584.875000 Penalty: 4348.672363
	Iteration 10Q: 3 clusters Score -769584.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -769742.062500 Penalty: 4348.672363
	Iteration 11Q: 3 clusters Score -769742.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -769895.187500 Penalty: 4348.672363
	Iteration 12Q: 3 clusters Score -769895.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -770014.937500 Penalty: 4348.672363
	Iteration 13Q: 3 clusters Score -770014.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -770125.250000 Penalty: 4348.672363
	Iteration 14Q: 3 clusters Score -770125.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -770218.250000 Penalty: 4348.672363
	Iteration 15Q: 3 clusters Score -770218.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -770289.687500 Penalty: 4348.672363
	Iteration 16Q: 3 clusters Score -770289.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -770342.250000 Penalty: 4348.672363
	Iteration 17Q: 3 clusters Score -770342.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -770390.125000 Penalty: 4348.672363
	Iteration 18Q: 3 clusters Score -770390.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -770429.000000 Penalty: 4348.672363
	Iteration 19Q: 3 clusters Score -770429 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -770457.562500 Penalty: 4348.672363
	Iteration 20F: 3 clusters Score -770457.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -770476.125000 Penalty: 4348.672363
	Iteration 21Q: 3 clusters Score -770476.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -770491.062500 Penalty: 4348.672363
	Iteration 22Q: 3 clusters Score -770491.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -770505.687500 Penalty: 4348.672363
	Iteration 23Q: 3 clusters Score -770505.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -770514.562500 Penalty: 4348.672363
	Iteration 24Q: 3 clusters Score -770514.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -770525.125000 Penalty: 4348.672363
	Iteration 25Q: 3 clusters Score -770525.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -770531.812500 Penalty: 4348.672363
	Iteration 26Q: 3 clusters Score -770531.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -770536.375000 Penalty: 4348.672363
	Iteration 27Q: 3 clusters Score -770536.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -770543.812500 Penalty: 4348.672363
	Iteration 28Q: 3 clusters Score -770543.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -770551.875000 Penalty: 4348.672363
	Iteration 29Q: 3 clusters Score -770551.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -770557.125000 Penalty: 4348.672363
	Iteration 30Q: 3 clusters Score -770557.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -770561.875000 Penalty: 4348.672363
	Iteration 31Q: 3 clusters Score -770561.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -770565.687500 Penalty: 4348.672363
	Iteration 32Q: 3 clusters Score -770565.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -770568.875000 Penalty: 4348.672363
	Iteration 33Q: 3 clusters Score -770568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -770567.937500 Penalty: 4348.672363
	Iteration 34Q: 3 clusters Score -770567.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -770567.937500 Penalty: 4348.672363
	Iteration 35F: 3 clusters Score -770567.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Entering Unmasked Estep 
Score: -2160478.000000 Penalty: 2421.727539
	Iteration 0F: 2 clusters Score -2160478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2148037.250000 Penalty: 4843.455078
	Iteration 0F: 3 clusters Score -2148037 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2152114.250000 Penalty: 4843.455078
	Iteration 1F: 3 clusters Score -2152114 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2152501.000000 Penalty: 4843.455078
	Iteration 2F: 3 clusters Score -2152501 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2152824.250000 Penalty: 4843.455078
	Iteration 3Q: 3 clusters Score -2152824 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2153159.000000 Penalty: 4843.455078
	Iteration 4Q: 3 clusters Score -2153159 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2153532.000000 Penalty: 4843.455078
	Iteration 5Q: 3 clusters Score -2153532 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2153996.500000 Penalty: 4843.455078
	Iteration 6Q: 3 clusters Score -2153996 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2154513.750000 Penalty: 4843.455078
	Iteration 7Q: 3 clusters Score -2154514 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2155029.250000 Penalty: 4843.455078
	Iteration 8Q: 3 clusters Score -2155029 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2155505.000000 Penalty: 4843.455078
	Iteration 9Q: 3 clusters Score -2155505 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2155984.000000 Penalty: 4843.455078
	Iteration 10Q: 3 clusters Score -2155984 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2156497.000000 Penalty: 4843.455078
	Iteration 11Q: 3 clusters Score -2156497 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2156951.000000 Penalty: 4843.455078
	Iteration 12Q: 3 clusters Score -2156951 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2157369.000000 Penalty: 4843.455078
	Iteration 13Q: 3 clusters Score -2157369 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2157694.000000 Penalty: 4843.455078
	Iteration 14Q: 3 clusters Score -2157694 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2157958.250000 Penalty: 4843.455078
	Iteration 15Q: 3 clusters Score -2157958 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2158130.250000 Penalty: 4843.455078
	Iteration 16Q: 3 clusters Score -2158130 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2158245.250000 Penalty: 4843.455078
	Iteration 17Q: 3 clusters Score -2158245 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2158330.500000 Penalty: 4843.455078
	Iteration 18Q: 3 clusters Score -2158330 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2158388.250000 Penalty: 4843.455078
	Iteration 19Q: 3 clusters Score -2158388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2158429.500000 Penalty: 4843.455078
	Iteration 20F: 3 clusters Score -2158430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2158450.250000 Penalty: 4843.455078
	Iteration 21Q: 3 clusters Score -2158450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2158469.500000 Penalty: 4843.455078
	Iteration 22Q: 3 clusters Score -2158470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2158484.000000 Penalty: 4843.455078
	Iteration 23Q: 3 clusters Score -2158484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2158502.750000 Penalty: 4843.455078
	Iteration 24Q: 3 clusters Score -2158503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2158509.250000 Penalty: 4843.455078
	Iteration 25Q: 3 clusters Score -2158509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2158510.250000 Penalty: 4843.455078
	Iteration 26Q: 3 clusters Score -2158510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2158514.750000 Penalty: 4843.455078
	Iteration 27Q: 3 clusters Score -2158515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2158516.500000 Penalty: 4843.455078
	Iteration 28Q: 3 clusters Score -2158516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2158520.750000 Penalty: 4843.455078
	Iteration 29Q: 3 clusters Score -2158521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2158524.750000 Penalty: 4843.455078
	Iteration 30Q: 3 clusters Score -2158525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2158534.500000 Penalty: 4843.455078
	Iteration 31Q: 3 clusters Score -2158534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2158540.000000 Penalty: 4843.455078
	Iteration 32Q: 3 clusters Score -2158540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2158540.000000 Penalty: 4843.455078
	Iteration 33F: 3 clusters Score -2158540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Entering Unmasked Estep 
Score: -958787.187500 Penalty: 2228.824951
	Iteration 0F: 2 clusters Score -958787.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -952369.812500 Penalty: 4457.649902
	Iteration 0F: 3 clusters Score -952369.8 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -954114.250000 Penalty: 4457.649902
	Iteration 1F: 3 clusters Score -954114.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -954403.312500 Penalty: 4457.649902
	Iteration 2F: 3 clusters Score -954403.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -954614.375000 Penalty: 4457.649902
	Iteration 3F: 3 clusters Score -954614.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -954771.125000 Penalty: 4457.649902
	Iteration 4Q: 3 clusters Score -954771.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -954914.312500 Penalty: 4457.649902
	Iteration 5Q: 3 clusters Score -954914.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -955045.500000 Penalty: 4457.649902
	Iteration 6Q: 3 clusters Score -955045.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -955158.625000 Penalty: 4457.649902
	Iteration 7Q: 3 clusters Score -955158.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -955272.750000 Penalty: 4457.649902
	Iteration 8Q: 3 clusters Score -955272.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -955378.625000 Penalty: 4457.649902
	Iteration 9Q: 3 clusters Score -955378.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -955497.187500 Penalty: 4457.649902
	Iteration 10Q: 3 clusters Score -955497.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -955604.562500 Penalty: 4457.649902
	Iteration 11Q: 3 clusters Score -955604.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -955718.000000 Penalty: 4457.649902
	Iteration 12Q: 3 clusters Score -955718 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -955826.437500 Penalty: 4457.649902
	Iteration 13Q: 3 clusters Score -955826.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -955920.250000 Penalty: 4457.649902
	Iteration 14Q: 3 clusters Score -955920.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -956010.687500 Penalty: 4457.649902
	Iteration 15Q: 3 clusters Score -956010.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -956082.250000 Penalty: 4457.649902
	Iteration 16Q: 3 clusters Score -956082.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -956138.000000 Penalty: 4457.649902
	Iteration 17Q: 3 clusters Score -956138 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -956181.687500 Penalty: 4457.649902
	Iteration 18Q: 3 clusters Score -956181.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -956224.875000 Penalty: 4457.649902
	Iteration 19Q: 3 clusters Score -956224.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -956266.937500 Penalty: 4457.649902
	Iteration 20F: 3 clusters Score -956266.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -956304.750000 Penalty: 4457.649902
	Iteration 21Q: 3 clusters Score -956304.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -956335.250000 Penalty: 4457.649902
	Iteration 22Q: 3 clusters Score -956335.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -956382.125000 Penalty: 4457.649902
	Iteration 23Q: 3 clusters Score -956382.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -956433.250000 Penalty: 4457.649902
	Iteration 24Q: 3 clusters Score -956433.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -956482.562500 Penalty: 4457.649902
	Iteration 25Q: 3 clusters Score -956482.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -956543.375000 Penalty: 4457.649902
	Iteration 26Q: 3 clusters Score -956543.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -956609.000000 Penalty: 4457.649902
	Iteration 27Q: 3 clusters Score -956609 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -956653.312500 Penalty: 4457.649902
	Iteration 28Q: 3 clusters Score -956653.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -956700.125000 Penalty: 4457.649902
	Iteration 29Q: 3 clusters Score -956700.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -956745.000000 Penalty: 4457.649902
	Iteration 30Q: 3 clusters Score -956745 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -956791.687500 Penalty: 4457.649902
	Iteration 31Q: 3 clusters Score -956791.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -956828.125000 Penalty: 4457.649902
	Iteration 32Q: 3 clusters Score -956828.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -956867.000000 Penalty: 4457.649902
	Iteration 33Q: 3 clusters Score -956867 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -956900.750000 Penalty: 4457.649902
	Iteration 34Q: 3 clusters Score -956900.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -956929.687500 Penalty: 4457.649902
	Iteration 35Q: 3 clusters Score -956929.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -956957.375000 Penalty: 4457.649902
	Iteration 36Q: 3 clusters Score -956957.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -956972.250000 Penalty: 4457.649902
	Iteration 37Q: 3 clusters Score -956972.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -956988.187500 Penalty: 4457.649902
	Iteration 38Q: 3 clusters Score -956988.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -956998.812500 Penalty: 4457.649902
	Iteration 39Q: 3 clusters Score -956998.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -957007.812500 Penalty: 4457.649902
	Iteration 40F: 3 clusters Score -957007.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -957019.437500 Penalty: 4457.649902
	Iteration 41Q: 3 clusters Score -957019.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -957026.187500 Penalty: 4457.649902
	Iteration 42Q: 3 clusters Score -957026.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -957028.812500 Penalty: 4457.649902
	Iteration 43Q: 3 clusters Score -957028.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -957035.562500 Penalty: 4457.649902
	Iteration 44Q: 3 clusters Score -957035.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -957039.812500 Penalty: 4457.649902
	Iteration 45Q: 3 clusters Score -957039.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -957042.625000 Penalty: 4457.649902
	Iteration 46Q: 3 clusters Score -957042.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -957048.000000 Penalty: 4457.649902
	Iteration 47Q: 3 clusters Score -957048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -957049.375000 Penalty: 4457.649902
	Iteration 48Q: 3 clusters Score -957049.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -957050.750000 Penalty: 4457.649902
	Iteration 49Q: 3 clusters Score -957050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -957052.000000 Penalty: 4457.649902
	Iteration 50Q: 3 clusters Score -957052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -957050.500000 Penalty: 4457.649902
	Iteration 51Q: 3 clusters Score -957050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -957051.375000 Penalty: 4457.649902
	Iteration 52Q: 3 clusters Score -957051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -957052.125000 Penalty: 4457.649902
	Iteration 53Q: 3 clusters Score -957052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -957052.312500 Penalty: 4457.649902
	Iteration 54Q: 3 clusters Score -957052.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -957055.125000 Penalty: 4457.649902
	Iteration 55Q: 3 clusters Score -957055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -957056.750000 Penalty: 4457.649902
	Iteration 56Q: 3 clusters Score -957056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -957056.625000 Penalty: 4457.649902
	Iteration 57Q: 3 clusters Score -957056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -957057.062500 Penalty: 4457.649902
	Iteration 58Q: 3 clusters Score -957057.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -957059.312500 Penalty: 4457.649902
	Iteration 59Q: 3 clusters Score -957059.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -957064.000000 Penalty: 4457.649902
	Iteration 60F: 3 clusters Score -957064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -957068.437500 Penalty: 4457.649902
	Iteration 61Q: 3 clusters Score -957068.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -957073.062500 Penalty: 4457.649902
	Iteration 62Q: 3 clusters Score -957073.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -957081.187500 Penalty: 4457.649902
	Iteration 63Q: 3 clusters Score -957081.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -957084.562500 Penalty: 4457.649902
	Iteration 64Q: 3 clusters Score -957084.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -957090.750000 Penalty: 4457.649902
	Iteration 65Q: 3 clusters Score -957090.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -957096.187500 Penalty: 4457.649902
	Iteration 66Q: 3 clusters Score -957096.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -957101.750000 Penalty: 4457.649902
	Iteration 67Q: 3 clusters Score -957101.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -957107.500000 Penalty: 4457.649902
	Iteration 68Q: 3 clusters Score -957107.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -957111.125000 Penalty: 4457.649902
	Iteration 69Q: 3 clusters Score -957111.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -957115.750000 Penalty: 4457.649902
	Iteration 70Q: 3 clusters Score -957115.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -957117.937500 Penalty: 4457.649902
	Iteration 71Q: 3 clusters Score -957117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -957121.937500 Penalty: 4457.649902
	Iteration 72Q: 3 clusters Score -957121.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -957121.937500 Penalty: 4457.649902
	Iteration 73Q: 3 clusters Score -957121.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -957123.375000 Penalty: 4457.649902
	Iteration 74Q: 3 clusters Score -957123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -957122.437500 Penalty: 4457.649902
	Iteration 75Q: 3 clusters Score -957122.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -957124.437500 Penalty: 4457.649902
	Iteration 76Q: 3 clusters Score -957124.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -957124.812500 Penalty: 4457.649902
	Iteration 77Q: 3 clusters Score -957124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -957125.875000 Penalty: 4457.649902
	Iteration 78Q: 3 clusters Score -957125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -957126.875000 Penalty: 4457.649902
	Iteration 79Q: 3 clusters Score -957126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -957129.812500 Penalty: 4457.649902
	Iteration 80F: 3 clusters Score -957129.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -957133.375000 Penalty: 4457.649902
	Iteration 81Q: 3 clusters Score -957133.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -957136.375000 Penalty: 4457.649902
	Iteration 82Q: 3 clusters Score -957136.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -957141.187500 Penalty: 4457.649902
	Iteration 83Q: 3 clusters Score -957141.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -957148.437500 Penalty: 4457.649902
	Iteration 84Q: 3 clusters Score -957148.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -957161.375000 Penalty: 4457.649902
	Iteration 85Q: 3 clusters Score -957161.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -957168.312500 Penalty: 4457.649902
	Iteration 86Q: 3 clusters Score -957168.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -957178.687500 Penalty: 4457.649902
	Iteration 87Q: 3 clusters Score -957178.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -957193.062500 Penalty: 4457.649902
	Iteration 88Q: 3 clusters Score -957193.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -957213.000000 Penalty: 4457.649902
	Iteration 89Q: 3 clusters Score -957213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -957237.500000 Penalty: 4457.649902
	Iteration 90Q: 3 clusters Score -957237.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -957256.062500 Penalty: 4457.649902
	Iteration 91Q: 3 clusters Score -957256.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -957274.375000 Penalty: 4457.649902
	Iteration 92Q: 3 clusters Score -957274.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -957288.687500 Penalty: 4457.649902
	Iteration 93Q: 3 clusters Score -957288.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -957296.562500 Penalty: 4457.649902
	Iteration 94Q: 3 clusters Score -957296.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -957301.875000 Penalty: 4457.649902
	Iteration 95Q: 3 clusters Score -957301.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -957309.812500 Penalty: 4457.649902
	Iteration 96Q: 3 clusters Score -957309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -957315.687500 Penalty: 4457.649902
	Iteration 97Q: 3 clusters Score -957315.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -957322.812500 Penalty: 4457.649902
	Iteration 98Q: 3 clusters Score -957322.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -957327.437500 Penalty: 4457.649902
	Iteration 99Q: 3 clusters Score -957327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -957330.062500 Penalty: 4457.649902
	Iteration 100F: 3 clusters Score -957330.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -957341.437500 Penalty: 4457.649902
	Iteration 101Q: 3 clusters Score -957341.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -957359.500000 Penalty: 4457.649902
	Iteration 102Q: 3 clusters Score -957359.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -957370.750000 Penalty: 4457.649902
	Iteration 103Q: 3 clusters Score -957370.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -957391.312500 Penalty: 4457.649902
	Iteration 104Q: 3 clusters Score -957391.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -957406.812500 Penalty: 4457.649902
	Iteration 105Q: 3 clusters Score -957406.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -957414.000000 Penalty: 4457.649902
	Iteration 106Q: 3 clusters Score -957414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -957421.562500 Penalty: 4457.649902
	Iteration 107Q: 3 clusters Score -957421.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -957433.750000 Penalty: 4457.649902
	Iteration 108Q: 3 clusters Score -957433.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -957440.437500 Penalty: 4457.649902
	Iteration 109Q: 3 clusters Score -957440.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -957447.375000 Penalty: 4457.649902
	Iteration 110Q: 3 clusters Score -957447.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -957453.312500 Penalty: 4457.649902
	Iteration 111Q: 3 clusters Score -957453.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -957462.437500 Penalty: 4457.649902
	Iteration 112Q: 3 clusters Score -957462.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -957468.562500 Penalty: 4457.649902
	Iteration 113Q: 3 clusters Score -957468.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -957473.500000 Penalty: 4457.649902
	Iteration 114Q: 3 clusters Score -957473.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -957477.437500 Penalty: 4457.649902
	Iteration 115Q: 3 clusters Score -957477.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -957477.125000 Penalty: 4457.649902
	Iteration 116Q: 3 clusters Score -957477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -957480.375000 Penalty: 4457.649902
	Iteration 117Q: 3 clusters Score -957480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -957481.875000 Penalty: 4457.649902
	Iteration 118Q: 3 clusters Score -957481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -957482.250000 Penalty: 4457.649902
	Iteration 119Q: 3 clusters Score -957482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -957484.875000 Penalty: 4457.649902
	Iteration 120F: 3 clusters Score -957484.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -957485.500000 Penalty: 4457.649902
	Iteration 121Q: 3 clusters Score -957485.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -957488.625000 Penalty: 4457.649902
	Iteration 122Q: 3 clusters Score -957488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -957491.000000 Penalty: 4457.649902
	Iteration 123Q: 3 clusters Score -957491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -957493.375000 Penalty: 4457.649902
	Iteration 124Q: 3 clusters Score -957493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -957495.375000 Penalty: 4457.649902
	Iteration 125Q: 3 clusters Score -957495.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -957495.750000 Penalty: 4457.649902
	Iteration 126Q: 3 clusters Score -957495.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -957495.750000 Penalty: 4457.649902
	Iteration 127F: 3 clusters Score -957495.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Entering Unmasked Estep 
Score: -1772718.125000 Penalty: 2383.160645
	Iteration 0F: 2 clusters Score -1772718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1761942.375000 Penalty: 4766.321289
	Iteration 0F: 3 clusters Score -1761942 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1765430.250000 Penalty: 4766.321289
	Iteration 1F: 3 clusters Score -1765430 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1765857.000000 Penalty: 4766.321289
	Iteration 2F: 3 clusters Score -1765857 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1766203.125000 Penalty: 4766.321289
	Iteration 3F: 3 clusters Score -1766203 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1766554.500000 Penalty: 4766.321289
	Iteration 4Q: 3 clusters Score -1766554 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1766967.500000 Penalty: 4766.321289
	Iteration 5Q: 3 clusters Score -1766968 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1767475.375000 Penalty: 4766.321289
	Iteration 6F: 3 clusters Score -1767475 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1768071.125000 Penalty: 4766.321289
	Iteration 7F: 3 clusters Score -1768071 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1768730.875000 Penalty: 4766.321289
	Iteration 8F: 3 clusters Score -1768731 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1769366.875000 Penalty: 4766.321289
	Iteration 9F: 3 clusters Score -1769367 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1769875.500000 Penalty: 4766.321289
	Iteration 10Q: 3 clusters Score -1769876 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1770206.250000 Penalty: 4766.321289
	Iteration 11Q: 3 clusters Score -1770206 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1770437.875000 Penalty: 4766.321289
	Iteration 12Q: 3 clusters Score -1770438 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1770628.625000 Penalty: 4766.321289
	Iteration 13Q: 3 clusters Score -1770629 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1770772.750000 Penalty: 4766.321289
	Iteration 14Q: 3 clusters Score -1770773 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1770872.000000 Penalty: 4766.321289
	Iteration 15Q: 3 clusters Score -1770872 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1770965.250000 Penalty: 4766.321289
	Iteration 16Q: 3 clusters Score -1770965 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1771067.375000 Penalty: 4766.321289
	Iteration 17Q: 3 clusters Score -1771067 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1771171.125000 Penalty: 4766.321289
	Iteration 18Q: 3 clusters Score -1771171 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1771253.125000 Penalty: 4766.321289
	Iteration 19Q: 3 clusters Score -1771253 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1771332.875000 Penalty: 4766.321289
	Iteration 20F: 3 clusters Score -1771333 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1771410.500000 Penalty: 4766.321289
	Iteration 21Q: 3 clusters Score -1771410 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1771472.875000 Penalty: 4766.321289
	Iteration 22Q: 3 clusters Score -1771473 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1771527.750000 Penalty: 4766.321289
	Iteration 23Q: 3 clusters Score -1771528 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1771598.375000 Penalty: 4766.321289
	Iteration 24Q: 3 clusters Score -1771598 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1771695.125000 Penalty: 4766.321289
	Iteration 25Q: 3 clusters Score -1771695 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1771835.125000 Penalty: 4766.321289
	Iteration 26Q: 3 clusters Score -1771835 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1772015.625000 Penalty: 4766.321289
	Iteration 27Q: 3 clusters Score -1772016 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1772256.250000 Penalty: 4766.321289
	Iteration 28Q: 3 clusters Score -1772256 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1772473.875000 Penalty: 4766.321289
	Iteration 29Q: 3 clusters Score -1772474 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1772642.375000 Penalty: 4766.321289
	Iteration 30Q: 3 clusters Score -1772642 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1772733.500000 Penalty: 4766.321289
	Iteration 31Q: 3 clusters Score -1772734 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1772793.250000 Penalty: 4766.321289
	Iteration 32Q: 3 clusters Score -1772793 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1772835.625000 Penalty: 4766.321289
	Iteration 33Q: 3 clusters Score -1772836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1772872.750000 Penalty: 4766.321289
	Iteration 34Q: 3 clusters Score -1772873 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1772903.250000 Penalty: 4766.321289
	Iteration 35Q: 3 clusters Score -1772903 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1772940.875000 Penalty: 4766.321289
	Iteration 36Q: 3 clusters Score -1772941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1772962.750000 Penalty: 4766.321289
	Iteration 37Q: 3 clusters Score -1772963 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1772990.500000 Penalty: 4766.321289
	Iteration 38Q: 3 clusters Score -1772990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1773012.000000 Penalty: 4766.321289
	Iteration 39Q: 3 clusters Score -1773012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1773063.625000 Penalty: 4766.321289
	Iteration 40F: 3 clusters Score -1773064 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1773116.875000 Penalty: 4766.321289
	Iteration 41Q: 3 clusters Score -1773117 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1773161.625000 Penalty: 4766.321289
	Iteration 42Q: 3 clusters Score -1773162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1773199.875000 Penalty: 4766.321289
	Iteration 43Q: 3 clusters Score -1773200 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1773232.125000 Penalty: 4766.321289
	Iteration 44Q: 3 clusters Score -1773232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1773261.125000 Penalty: 4766.321289
	Iteration 45Q: 3 clusters Score -1773261 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1773266.750000 Penalty: 4766.321289
	Iteration 46Q: 3 clusters Score -1773267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1773273.875000 Penalty: 4766.321289
	Iteration 47Q: 3 clusters Score -1773274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1773282.625000 Penalty: 4766.321289
	Iteration 48Q: 3 clusters Score -1773283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1773290.125000 Penalty: 4766.321289
	Iteration 49Q: 3 clusters Score -1773290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1773295.250000 Penalty: 4766.321289
	Iteration 50Q: 3 clusters Score -1773295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1773300.000000 Penalty: 4766.321289
	Iteration 51Q: 3 clusters Score -1773300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1773305.000000 Penalty: 4766.321289
	Iteration 52Q: 3 clusters Score -1773305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1773309.375000 Penalty: 4766.321289
	Iteration 53Q: 3 clusters Score -1773309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1773309.875000 Penalty: 4766.321289
	Iteration 54Q: 3 clusters Score -1773310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1773311.125000 Penalty: 4766.321289
	Iteration 55Q: 3 clusters Score -1773311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1773309.625000 Penalty: 4766.321289
	Iteration 56Q: 3 clusters Score -1773310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1773310.500000 Penalty: 4766.321289
	Iteration 57Q: 3 clusters Score -1773310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1773318.875000 Penalty: 4766.321289
	Iteration 58Q: 3 clusters Score -1773319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1773316.875000 Penalty: 4766.321289
	Iteration 59Q: 3 clusters Score -1773317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1773316.750000 Penalty: 4766.321289
	Iteration 60F: 3 clusters Score -1773317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1773319.500000 Penalty: 4766.321289
	Iteration 61Q: 3 clusters Score -1773320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1773326.000000 Penalty: 4766.321289
	Iteration 62Q: 3 clusters Score -1773326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1773327.125000 Penalty: 4766.321289
	Iteration 63Q: 3 clusters Score -1773327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1773322.000000 Penalty: 4766.321289
	Iteration 64Q: 3 clusters Score -1773322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1773323.000000 Penalty: 4766.321289
	Iteration 65Q: 3 clusters Score -1773323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1773321.500000 Penalty: 4766.321289
	Iteration 66Q: 3 clusters Score -1773322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1773322.125000 Penalty: 4766.321289
	Iteration 67Q: 3 clusters Score -1773322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1773323.500000 Penalty: 4766.321289
	Iteration 68Q: 3 clusters Score -1773324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1773323.875000 Penalty: 4766.321289
	Iteration 69Q: 3 clusters Score -1773324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1773323.625000 Penalty: 4766.321289
	Iteration 70Q: 3 clusters Score -1773324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1773323.000000 Penalty: 4766.321289
	Iteration 71Q: 3 clusters Score -1773323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1773321.625000 Penalty: 4766.321289
	Iteration 72Q: 3 clusters Score -1773322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1773323.125000 Penalty: 4766.321289
	Iteration 73Q: 3 clusters Score -1773323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1773327.000000 Penalty: 4766.321289
	Iteration 74Q: 3 clusters Score -1773327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1773329.625000 Penalty: 4766.321289
	Iteration 75Q: 3 clusters Score -1773330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1773327.250000 Penalty: 4766.321289
	Iteration 76Q: 3 clusters Score -1773327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1773332.375000 Penalty: 4766.321289
	Iteration 77Q: 3 clusters Score -1773332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1773330.875000 Penalty: 4766.321289
	Iteration 78Q: 3 clusters Score -1773331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1773330.875000 Penalty: 4766.321289
	Iteration 79F: 3 clusters Score -1773331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234352 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81282 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 134835 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 5206 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95070 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 18590 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26837 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91885 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Mstep: Class 85 contains 9700 members 
Entering Unmasked Estep 
Score: -154535696.000000 Penalty: 296974.000000
Splitting cluster 22 changes total score from -154536352.000000 to -154535696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (6315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Entering Unmasked Estep 
Score: -726707.187500 Penalty: 2170.169434
	Iteration 0F: 2 clusters Score -726707.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -721376.125000 Penalty: 4340.338867
	Iteration 0F: 3 clusters Score -721376.1 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -722789.625000 Penalty: 4340.338867
	Iteration 1F: 3 clusters Score -722789.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -723087.937500 Penalty: 4340.338867
	Iteration 2F: 3 clusters Score -723087.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -723314.062500 Penalty: 4340.338867
	Iteration 3F: 3 clusters Score -723314.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -723557.500000 Penalty: 4340.338867
	Iteration 4F: 3 clusters Score -723557.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -723797.812500 Penalty: 4340.338867
	Iteration 5Q: 3 clusters Score -723797.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -723975.687500 Penalty: 4340.338867
	Iteration 6Q: 3 clusters Score -723975.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -724124.812500 Penalty: 4340.338867
	Iteration 7Q: 3 clusters Score -724124.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -724254.687500 Penalty: 4340.338867
	Iteration 8Q: 3 clusters Score -724254.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -724352.625000 Penalty: 4340.338867
	Iteration 9Q: 3 clusters Score -724352.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -724439.937500 Penalty: 4340.338867
	Iteration 10Q: 3 clusters Score -724439.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -724506.812500 Penalty: 4340.338867
	Iteration 11Q: 3 clusters Score -724506.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -724564.000000 Penalty: 4340.338867
	Iteration 12Q: 3 clusters Score -724564 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -724620.125000 Penalty: 4340.338867
	Iteration 13Q: 3 clusters Score -724620.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -724676.437500 Penalty: 4340.338867
	Iteration 14Q: 3 clusters Score -724676.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -724729.625000 Penalty: 4340.338867
	Iteration 15Q: 3 clusters Score -724729.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -724784.500000 Penalty: 4340.338867
	Iteration 16Q: 3 clusters Score -724784.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -724824.562500 Penalty: 4340.338867
	Iteration 17Q: 3 clusters Score -724824.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -724864.875000 Penalty: 4340.338867
	Iteration 18Q: 3 clusters Score -724864.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -724902.000000 Penalty: 4340.338867
	Iteration 19Q: 3 clusters Score -724902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -724939.750000 Penalty: 4340.338867
	Iteration 20F: 3 clusters Score -724939.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -724982.187500 Penalty: 4340.338867
	Iteration 21Q: 3 clusters Score -724982.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -725013.187500 Penalty: 4340.338867
	Iteration 22Q: 3 clusters Score -725013.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -725046.750000 Penalty: 4340.338867
	Iteration 23Q: 3 clusters Score -725046.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -725079.000000 Penalty: 4340.338867
	Iteration 24Q: 3 clusters Score -725079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -725101.625000 Penalty: 4340.338867
	Iteration 25Q: 3 clusters Score -725101.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -725122.062500 Penalty: 4340.338867
	Iteration 26Q: 3 clusters Score -725122.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -725139.375000 Penalty: 4340.338867
	Iteration 27Q: 3 clusters Score -725139.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -725149.250000 Penalty: 4340.338867
	Iteration 28Q: 3 clusters Score -725149.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -725161.062500 Penalty: 4340.338867
	Iteration 29Q: 3 clusters Score -725161.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -725165.312500 Penalty: 4340.338867
	Iteration 30Q: 3 clusters Score -725165.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -725173.812500 Penalty: 4340.338867
	Iteration 31Q: 3 clusters Score -725173.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -725181.312500 Penalty: 4340.338867
	Iteration 32Q: 3 clusters Score -725181.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -725189.937500 Penalty: 4340.338867
	Iteration 33Q: 3 clusters Score -725189.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -725195.562500 Penalty: 4340.338867
	Iteration 34Q: 3 clusters Score -725195.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -725200.187500 Penalty: 4340.338867
	Iteration 35Q: 3 clusters Score -725200.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -725203.062500 Penalty: 4340.338867
	Iteration 36Q: 3 clusters Score -725203.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -725207.187500 Penalty: 4340.338867
	Iteration 37Q: 3 clusters Score -725207.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -725211.875000 Penalty: 4340.338867
	Iteration 38Q: 3 clusters Score -725211.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -725214.875000 Penalty: 4340.338867
	Iteration 39Q: 3 clusters Score -725214.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -725219.312500 Penalty: 4340.338867
	Iteration 40F: 3 clusters Score -725219.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -725220.625000 Penalty: 4340.338867
	Iteration 41Q: 3 clusters Score -725220.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -725228.062500 Penalty: 4340.338867
	Iteration 42Q: 3 clusters Score -725228.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -725235.750000 Penalty: 4340.338867
	Iteration 43Q: 3 clusters Score -725235.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -725241.437500 Penalty: 4340.338867
	Iteration 44Q: 3 clusters Score -725241.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -725251.500000 Penalty: 4340.338867
	Iteration 45Q: 3 clusters Score -725251.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -725259.375000 Penalty: 4340.338867
	Iteration 46Q: 3 clusters Score -725259.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -725267.000000 Penalty: 4340.338867
	Iteration 47Q: 3 clusters Score -725267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -725274.375000 Penalty: 4340.338867
	Iteration 48Q: 3 clusters Score -725274.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -725280.312500 Penalty: 4340.338867
	Iteration 49Q: 3 clusters Score -725280.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -725288.312500 Penalty: 4340.338867
	Iteration 50Q: 3 clusters Score -725288.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -725295.062500 Penalty: 4340.338867
	Iteration 51Q: 3 clusters Score -725295.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -725302.437500 Penalty: 4340.338867
	Iteration 52Q: 3 clusters Score -725302.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -725307.812500 Penalty: 4340.338867
	Iteration 53Q: 3 clusters Score -725307.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -725316.375000 Penalty: 4340.338867
	Iteration 54Q: 3 clusters Score -725316.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -725324.562500 Penalty: 4340.338867
	Iteration 55Q: 3 clusters Score -725324.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -725338.062500 Penalty: 4340.338867
	Iteration 56Q: 3 clusters Score -725338.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -725354.125000 Penalty: 4340.338867
	Iteration 57Q: 3 clusters Score -725354.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -725367.937500 Penalty: 4340.338867
	Iteration 58Q: 3 clusters Score -725367.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -725385.750000 Penalty: 4340.338867
	Iteration 59Q: 3 clusters Score -725385.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -725403.312500 Penalty: 4340.338867
	Iteration 60F: 3 clusters Score -725403.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -725426.562500 Penalty: 4340.338867
	Iteration 61Q: 3 clusters Score -725426.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -725455.937500 Penalty: 4340.338867
	Iteration 62Q: 3 clusters Score -725455.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -725487.312500 Penalty: 4340.338867
	Iteration 63Q: 3 clusters Score -725487.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -725516.437500 Penalty: 4340.338867
	Iteration 64Q: 3 clusters Score -725516.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -725550.812500 Penalty: 4340.338867
	Iteration 65Q: 3 clusters Score -725550.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -725584.500000 Penalty: 4340.338867
	Iteration 66Q: 3 clusters Score -725584.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -725616.000000 Penalty: 4340.338867
	Iteration 67Q: 3 clusters Score -725616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -725653.750000 Penalty: 4340.338867
	Iteration 68Q: 3 clusters Score -725653.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -725690.562500 Penalty: 4340.338867
	Iteration 69Q: 3 clusters Score -725690.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -725721.125000 Penalty: 4340.338867
	Iteration 70Q: 3 clusters Score -725721.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -725747.000000 Penalty: 4340.338867
	Iteration 71Q: 3 clusters Score -725747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -725763.437500 Penalty: 4340.338867
	Iteration 72Q: 3 clusters Score -725763.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -725781.375000 Penalty: 4340.338867
	Iteration 73Q: 3 clusters Score -725781.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -725794.812500 Penalty: 4340.338867
	Iteration 74Q: 3 clusters Score -725794.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -725804.125000 Penalty: 4340.338867
	Iteration 75Q: 3 clusters Score -725804.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -725811.437500 Penalty: 4340.338867
	Iteration 76Q: 3 clusters Score -725811.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -725821.937500 Penalty: 4340.338867
	Iteration 77Q: 3 clusters Score -725821.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -725830.937500 Penalty: 4340.338867
	Iteration 78Q: 3 clusters Score -725830.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -725836.187500 Penalty: 4340.338867
	Iteration 79Q: 3 clusters Score -725836.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -725838.875000 Penalty: 4340.338867
	Iteration 80F: 3 clusters Score -725838.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -725843.125000 Penalty: 4340.338867
	Iteration 81Q: 3 clusters Score -725843.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -725847.937500 Penalty: 4340.338867
	Iteration 82Q: 3 clusters Score -725847.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -725849.375000 Penalty: 4340.338867
	Iteration 83Q: 3 clusters Score -725849.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -725856.562500 Penalty: 4340.338867
	Iteration 84Q: 3 clusters Score -725856.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -725860.062500 Penalty: 4340.338867
	Iteration 85Q: 3 clusters Score -725860.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -725867.500000 Penalty: 4340.338867
	Iteration 86Q: 3 clusters Score -725867.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -725868.062500 Penalty: 4340.338867
	Iteration 87Q: 3 clusters Score -725868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -725869.625000 Penalty: 4340.338867
	Iteration 88Q: 3 clusters Score -725869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -725871.437500 Penalty: 4340.338867
	Iteration 89Q: 3 clusters Score -725871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -725871.937500 Penalty: 4340.338867
	Iteration 90Q: 3 clusters Score -725871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -725874.062500 Penalty: 4340.338867
	Iteration 91Q: 3 clusters Score -725874.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -725876.125000 Penalty: 4340.338867
	Iteration 92Q: 3 clusters Score -725876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -725877.937500 Penalty: 4340.338867
	Iteration 93Q: 3 clusters Score -725877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -725878.125000 Penalty: 4340.338867
	Iteration 94Q: 3 clusters Score -725878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -725878.687500 Penalty: 4340.338867
	Iteration 95Q: 3 clusters Score -725878.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -725880.875000 Penalty: 4340.338867
	Iteration 96Q: 3 clusters Score -725880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -725880.000000 Penalty: 4340.338867
	Iteration 97Q: 3 clusters Score -725880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -725879.687500 Penalty: 4340.338867
	Iteration 98Q: 3 clusters Score -725879.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -725881.312500 Penalty: 4340.338867
	Iteration 99Q: 3 clusters Score -725881.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -725879.937500 Penalty: 4340.338867
	Iteration 100F: 3 clusters Score -725879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -725880.750000 Penalty: 4340.338867
	Iteration 101Q: 3 clusters Score -725880.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -725880.750000 Penalty: 4340.338867
	Iteration 102F: 3 clusters Score -725880.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Entering Unmasked Estep 
Score: -332802.875000 Penalty: 1966.691162
	Iteration 0F: 2 clusters Score -332802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -329667.562500 Penalty: 3933.382324
	Iteration 0F: 3 clusters Score -329667.6 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -330294.375000 Penalty: 3933.382324
	Iteration 1F: 3 clusters Score -330294.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -330466.093750 Penalty: 3933.382324
	Iteration 2F: 3 clusters Score -330466.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -330564.593750 Penalty: 3933.382324
	Iteration 3Q: 3 clusters Score -330564.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -330627.812500 Penalty: 3933.382324
	Iteration 4Q: 3 clusters Score -330627.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -330673.625000 Penalty: 3933.382324
	Iteration 5Q: 3 clusters Score -330673.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -330712.125000 Penalty: 3933.382324
	Iteration 6Q: 3 clusters Score -330712.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -330736.843750 Penalty: 3933.382324
	Iteration 7Q: 3 clusters Score -330736.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -330765.187500 Penalty: 3933.382324
	Iteration 8Q: 3 clusters Score -330765.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -330784.968750 Penalty: 3933.382324
	Iteration 9Q: 3 clusters Score -330785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -330810.437500 Penalty: 3933.382324
	Iteration 10Q: 3 clusters Score -330810.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -330841.187500 Penalty: 3933.382324
	Iteration 11Q: 3 clusters Score -330841.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -330876.968750 Penalty: 3933.382324
	Iteration 12Q: 3 clusters Score -330877 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -330921.406250 Penalty: 3933.382324
	Iteration 13Q: 3 clusters Score -330921.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -330970.593750 Penalty: 3933.382324
	Iteration 14Q: 3 clusters Score -330970.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -331014.343750 Penalty: 3933.382324
	Iteration 15Q: 3 clusters Score -331014.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -331052.468750 Penalty: 3933.382324
	Iteration 16Q: 3 clusters Score -331052.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -331084.875000 Penalty: 3933.382324
	Iteration 17Q: 3 clusters Score -331084.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -331113.125000 Penalty: 3933.382324
	Iteration 18Q: 3 clusters Score -331113.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -331149.625000 Penalty: 3933.382324
	Iteration 19Q: 3 clusters Score -331149.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -331184.750000 Penalty: 3933.382324
	Iteration 20F: 3 clusters Score -331184.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -331219.750000 Penalty: 3933.382324
	Iteration 21Q: 3 clusters Score -331219.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -331252.250000 Penalty: 3933.382324
	Iteration 22Q: 3 clusters Score -331252.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -331281.687500 Penalty: 3933.382324
	Iteration 23Q: 3 clusters Score -331281.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -331310.375000 Penalty: 3933.382324
	Iteration 24Q: 3 clusters Score -331310.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -331334.125000 Penalty: 3933.382324
	Iteration 25Q: 3 clusters Score -331334.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -331357.562500 Penalty: 3933.382324
	Iteration 26Q: 3 clusters Score -331357.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -331375.906250 Penalty: 3933.382324
	Iteration 27Q: 3 clusters Score -331375.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -331392.281250 Penalty: 3933.382324
	Iteration 28Q: 3 clusters Score -331392.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -331404.406250 Penalty: 3933.382324
	Iteration 29Q: 3 clusters Score -331404.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -331411.531250 Penalty: 3933.382324
	Iteration 30Q: 3 clusters Score -331411.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -331416.937500 Penalty: 3933.382324
	Iteration 31Q: 3 clusters Score -331416.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -331420.562500 Penalty: 3933.382324
	Iteration 32Q: 3 clusters Score -331420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -331421.968750 Penalty: 3933.382324
	Iteration 33Q: 3 clusters Score -331422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -331424.093750 Penalty: 3933.382324
	Iteration 34Q: 3 clusters Score -331424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -331426.062500 Penalty: 3933.382324
	Iteration 35Q: 3 clusters Score -331426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -331427.593750 Penalty: 3933.382324
	Iteration 36Q: 3 clusters Score -331427.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -331428.875000 Penalty: 3933.382324
	Iteration 37Q: 3 clusters Score -331428.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -331428.875000 Penalty: 3933.382324
	Iteration 38F: 3 clusters Score -331428.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -330757.312500 Penalty: 1973.206177
	Iteration 0F: 2 clusters Score -330757.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -327563.656250 Penalty: 3946.412354
	Iteration 0F: 3 clusters Score -327563.7 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -328218.687500 Penalty: 3946.412354
	Iteration 1F: 3 clusters Score -328218.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -328446.250000 Penalty: 3946.412354
	Iteration 2F: 3 clusters Score -328446.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -328644.781250 Penalty: 3946.412354
	Iteration 3F: 3 clusters Score -328644.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -328817.031250 Penalty: 3946.412354
	Iteration 4F: 3 clusters Score -328817 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -328942.343750 Penalty: 3946.412354
	Iteration 5Q: 3 clusters Score -328942.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -329054.031250 Penalty: 3946.412354
	Iteration 6Q: 3 clusters Score -329054 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -329160.937500 Penalty: 3946.412354
	Iteration 7Q: 3 clusters Score -329160.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -329237.062500 Penalty: 3946.412354
	Iteration 8Q: 3 clusters Score -329237.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -329288.281250 Penalty: 3946.412354
	Iteration 9Q: 3 clusters Score -329288.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -329343.656250 Penalty: 3946.412354
	Iteration 10Q: 3 clusters Score -329343.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -329388.000000 Penalty: 3946.412354
	Iteration 11Q: 3 clusters Score -329388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -329419.250000 Penalty: 3946.412354
	Iteration 12Q: 3 clusters Score -329419.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -329451.062500 Penalty: 3946.412354
	Iteration 13Q: 3 clusters Score -329451.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -329471.250000 Penalty: 3946.412354
	Iteration 14Q: 3 clusters Score -329471.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -329483.843750 Penalty: 3946.412354
	Iteration 15Q: 3 clusters Score -329483.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -329491.406250 Penalty: 3946.412354
	Iteration 16Q: 3 clusters Score -329491.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -329498.718750 Penalty: 3946.412354
	Iteration 17Q: 3 clusters Score -329498.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -329501.781250 Penalty: 3946.412354
	Iteration 18Q: 3 clusters Score -329501.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -329504.187500 Penalty: 3946.412354
	Iteration 19Q: 3 clusters Score -329504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -329505.343750 Penalty: 3946.412354
	Iteration 20F: 3 clusters Score -329505.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -329506.968750 Penalty: 3946.412354
	Iteration 21Q: 3 clusters Score -329507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -329509.968750 Penalty: 3946.412354
	Iteration 22Q: 3 clusters Score -329510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -329511.406250 Penalty: 3946.412354
	Iteration 23Q: 3 clusters Score -329511.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -329514.468750 Penalty: 3946.412354
	Iteration 24Q: 3 clusters Score -329514.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -329515.187500 Penalty: 3946.412354
	Iteration 25Q: 3 clusters Score -329515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -329515.250000 Penalty: 3946.412354
	Iteration 26Q: 3 clusters Score -329515.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -329515.250000 Penalty: 3946.412354
	Iteration 27F: 3 clusters Score -329515.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -172710.890625 Penalty: 1807.992554
	Iteration 0F: 2 clusters Score -172710.9 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 721 members 
Entering Unmasked Estep 
Score: -170460.078125 Penalty: 3615.985107
	Iteration 0F: 3 clusters Score -170460.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -170836.015625 Penalty: 3615.985107
	Iteration 1F: 3 clusters Score -170836 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -170934.718750 Penalty: 3615.985107
	Iteration 2F: 3 clusters Score -170934.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -170986.250000 Penalty: 3615.985107
	Iteration 3Q: 3 clusters Score -170986.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -171015.796875 Penalty: 3615.985107
	Iteration 4Q: 3 clusters Score -171015.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -171035.437500 Penalty: 3615.985107
	Iteration 5Q: 3 clusters Score -171035.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -171063.796875 Penalty: 3615.985107
	Iteration 6Q: 3 clusters Score -171063.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -171083.937500 Penalty: 3615.985107
	Iteration 7Q: 3 clusters Score -171083.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -171102.437500 Penalty: 3615.985107
	Iteration 8Q: 3 clusters Score -171102.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -171120.015625 Penalty: 3615.985107
	Iteration 9Q: 3 clusters Score -171120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -171131.031250 Penalty: 3615.985107
	Iteration 10Q: 3 clusters Score -171131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -171144.593750 Penalty: 3615.985107
	Iteration 11Q: 3 clusters Score -171144.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -171158.968750 Penalty: 3615.985107
	Iteration 12Q: 3 clusters Score -171159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -171172.734375 Penalty: 3615.985107
	Iteration 13Q: 3 clusters Score -171172.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -171179.984375 Penalty: 3615.985107
	Iteration 14Q: 3 clusters Score -171180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -171189.125000 Penalty: 3615.985107
	Iteration 15Q: 3 clusters Score -171189.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -171194.515625 Penalty: 3615.985107
	Iteration 16Q: 3 clusters Score -171194.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -171203.015625 Penalty: 3615.985107
	Iteration 17Q: 3 clusters Score -171203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -171209.093750 Penalty: 3615.985107
	Iteration 18Q: 3 clusters Score -171209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -171213.734375 Penalty: 3615.985107
	Iteration 19Q: 3 clusters Score -171213.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -171218.156250 Penalty: 3615.985107
	Iteration 20F: 3 clusters Score -171218.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -171221.359375 Penalty: 3615.985107
	Iteration 21Q: 3 clusters Score -171221.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -171222.921875 Penalty: 3615.985107
	Iteration 22Q: 3 clusters Score -171222.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -171225.218750 Penalty: 3615.985107
	Iteration 23Q: 3 clusters Score -171225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -171225.640625 Penalty: 3615.985107
	Iteration 24Q: 3 clusters Score -171225.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -171226.937500 Penalty: 3615.985107
	Iteration 25Q: 3 clusters Score -171226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -171229.375000 Penalty: 3615.985107
	Iteration 26Q: 3 clusters Score -171229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -171231.406250 Penalty: 3615.985107
	Iteration 27Q: 3 clusters Score -171231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -171232.531250 Penalty: 3615.985107
	Iteration 28Q: 3 clusters Score -171232.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -171232.937500 Penalty: 3615.985107
	Iteration 29Q: 3 clusters Score -171232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -171236.515625 Penalty: 3615.985107
	Iteration 30Q: 3 clusters Score -171236.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -171242.187500 Penalty: 3615.985107
	Iteration 31Q: 3 clusters Score -171242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -171244.593750 Penalty: 3615.985107
	Iteration 32Q: 3 clusters Score -171244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -171247.203125 Penalty: 3615.985107
	Iteration 33Q: 3 clusters Score -171247.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -171251.406250 Penalty: 3615.985107
	Iteration 34Q: 3 clusters Score -171251.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -171256.937500 Penalty: 3615.985107
	Iteration 35Q: 3 clusters Score -171256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -171259.281250 Penalty: 3615.985107
	Iteration 36Q: 3 clusters Score -171259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -171261.281250 Penalty: 3615.985107
	Iteration 37Q: 3 clusters Score -171261.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -171265.453125 Penalty: 3615.985107
	Iteration 38Q: 3 clusters Score -171265.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -171268.109375 Penalty: 3615.985107
	Iteration 39Q: 3 clusters Score -171268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -171270.578125 Penalty: 3615.985107
	Iteration 40F: 3 clusters Score -171270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -171272.671875 Penalty: 3615.985107
	Iteration 41Q: 3 clusters Score -171272.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -171276.312500 Penalty: 3615.985107
	Iteration 42Q: 3 clusters Score -171276.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -171281.187500 Penalty: 3615.985107
	Iteration 43Q: 3 clusters Score -171281.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -171283.921875 Penalty: 3615.985107
	Iteration 44Q: 3 clusters Score -171283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -171284.781250 Penalty: 3615.985107
	Iteration 45Q: 3 clusters Score -171284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -171285.875000 Penalty: 3615.985107
	Iteration 46Q: 3 clusters Score -171285.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -171287.453125 Penalty: 3615.985107
	Iteration 47Q: 3 clusters Score -171287.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -171288.343750 Penalty: 3615.985107
	Iteration 48Q: 3 clusters Score -171288.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -171291.093750 Penalty: 3615.985107
	Iteration 49Q: 3 clusters Score -171291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -171295.343750 Penalty: 3615.985107
	Iteration 50Q: 3 clusters Score -171295.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -171297.546875 Penalty: 3615.985107
	Iteration 51Q: 3 clusters Score -171297.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -171303.578125 Penalty: 3615.985107
	Iteration 52Q: 3 clusters Score -171303.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -171308.203125 Penalty: 3615.985107
	Iteration 53Q: 3 clusters Score -171308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -171311.140625 Penalty: 3615.985107
	Iteration 54Q: 3 clusters Score -171311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -171311.375000 Penalty: 3615.985107
	Iteration 55Q: 3 clusters Score -171311.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -171311.375000 Penalty: 3615.985107
	Iteration 56F: 3 clusters Score -171311.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Entering Unmasked Estep 
Score: -605541.500000 Penalty: 2105.781494
	Iteration 0F: 2 clusters Score -605541.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -601151.562500 Penalty: 4211.562988
	Iteration 0F: 3 clusters Score -601151.6 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -602207.000000 Penalty: 4211.562988
	Iteration 1F: 3 clusters Score -602207 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -602429.875000 Penalty: 4211.562988
	Iteration 2F: 3 clusters Score -602429.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -602601.000000 Penalty: 4211.562988
	Iteration 3Q: 3 clusters Score -602601 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -602782.312500 Penalty: 4211.562988
	Iteration 4Q: 3 clusters Score -602782.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -603000.750000 Penalty: 4211.562988
	Iteration 5F: 3 clusters Score -603000.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -603218.500000 Penalty: 4211.562988
	Iteration 6F: 3 clusters Score -603218.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -603477.875000 Penalty: 4211.562988
	Iteration 7F: 3 clusters Score -603477.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -603695.187500 Penalty: 4211.562988
	Iteration 8F: 3 clusters Score -603695.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -603868.750000 Penalty: 4211.562988
	Iteration 9Q: 3 clusters Score -603868.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -604012.187500 Penalty: 4211.562988
	Iteration 10Q: 3 clusters Score -604012.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -604124.250000 Penalty: 4211.562988
	Iteration 11Q: 3 clusters Score -604124.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -604199.687500 Penalty: 4211.562988
	Iteration 12Q: 3 clusters Score -604199.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -604241.562500 Penalty: 4211.562988
	Iteration 13Q: 3 clusters Score -604241.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -604270.187500 Penalty: 4211.562988
	Iteration 14Q: 3 clusters Score -604270.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -604293.000000 Penalty: 4211.562988
	Iteration 15Q: 3 clusters Score -604293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -604318.125000 Penalty: 4211.562988
	Iteration 16Q: 3 clusters Score -604318.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -604334.625000 Penalty: 4211.562988
	Iteration 17Q: 3 clusters Score -604334.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -604346.687500 Penalty: 4211.562988
	Iteration 18Q: 3 clusters Score -604346.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -604355.875000 Penalty: 4211.562988
	Iteration 19Q: 3 clusters Score -604355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -604362.625000 Penalty: 4211.562988
	Iteration 20F: 3 clusters Score -604362.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -604366.687500 Penalty: 4211.562988
	Iteration 21Q: 3 clusters Score -604366.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -604371.562500 Penalty: 4211.562988
	Iteration 22Q: 3 clusters Score -604371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -604373.812500 Penalty: 4211.562988
	Iteration 23Q: 3 clusters Score -604373.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -604374.250000 Penalty: 4211.562988
	Iteration 24Q: 3 clusters Score -604374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -604376.375000 Penalty: 4211.562988
	Iteration 25Q: 3 clusters Score -604376.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -604378.125000 Penalty: 4211.562988
	Iteration 26Q: 3 clusters Score -604378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -604378.375000 Penalty: 4211.562988
	Iteration 27Q: 3 clusters Score -604378.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -604379.937500 Penalty: 4211.562988
	Iteration 28Q: 3 clusters Score -604379.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -604382.625000 Penalty: 4211.562988
	Iteration 29Q: 3 clusters Score -604382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -604382.750000 Penalty: 4211.562988
	Iteration 30Q: 3 clusters Score -604382.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -604382.750000 Penalty: 4211.562988
	Iteration 31F: 3 clusters Score -604382.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (95070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Entering Unmasked Estep 
Score: -11552432.000000 Penalty: 2842.667480
	Iteration 0F: 2 clusters Score -1.155243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -11489024.000000 Penalty: 5685.334961
	Iteration 0F: 3 clusters Score -1.148902e+07 nChanged 44805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -11514374.000000 Penalty: 5685.334961
	Iteration 1F: 3 clusters Score -1.151437e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -11515070.000000 Penalty: 5685.334961
	Iteration 2Q: 3 clusters Score -1.151507e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -11515955.000000 Penalty: 5685.334961
	Iteration 3Q: 3 clusters Score -1.151596e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -11516925.000000 Penalty: 5685.334961
	Iteration 4Q: 3 clusters Score -1.151692e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -11518521.000000 Penalty: 5685.334961
	Iteration 5Q: 3 clusters Score -1.151852e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -11520643.000000 Penalty: 5685.334961
	Iteration 6Q: 3 clusters Score -1.152064e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
Score: -11523807.000000 Penalty: 5685.334961
	Iteration 7F: 3 clusters Score -1.152381e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 68562 members 
Entering Unmasked Estep 
Score: -11528264.000000 Penalty: 5685.334961
	Iteration 8F: 3 clusters Score -1.152826e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
Score: -11533448.000000 Penalty: 5685.334961
	Iteration 9F: 3 clusters Score -1.153345e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 80738 members 
Entering Unmasked Estep 
Score: -11538530.000000 Penalty: 5685.334961
	Iteration 10F: 3 clusters Score -1.153853e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 85346 members 
Entering Unmasked Estep 
Score: -11542625.000000 Penalty: 5685.334961
	Iteration 11Q: 3 clusters Score -1.154262e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 88503 members 
Entering Unmasked Estep 
Score: -11545470.000000 Penalty: 5685.334961
	Iteration 12Q: 3 clusters Score -1.154547e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 90532 members 
Entering Unmasked Estep 
Score: -11547197.000000 Penalty: 5685.334961
	Iteration 13Q: 3 clusters Score -1.15472e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
Score: -11548207.000000 Penalty: 5685.334961
	Iteration 14Q: 3 clusters Score -1.154821e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -11548854.000000 Penalty: 5685.334961
	Iteration 15Q: 3 clusters Score -1.154885e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 93175 members 
Entering Unmasked Estep 
Score: -11549242.000000 Penalty: 5685.334961
	Iteration 16Q: 3 clusters Score -1.154924e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 93529 members 
Entering Unmasked Estep 
Score: -11549493.000000 Penalty: 5685.334961
	Iteration 17Q: 3 clusters Score -1.154949e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -11549648.000000 Penalty: 5685.334961
	Iteration 18Q: 3 clusters Score -1.154965e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 93941 members 
Entering Unmasked Estep 
Score: -11549732.000000 Penalty: 5685.334961
	Iteration 19Q: 3 clusters Score -1.154973e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -11549744.000000 Penalty: 5685.334961
	Iteration 20F: 3 clusters Score -1.154974e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -11549811.000000 Penalty: 5685.334961
	Iteration 21Q: 3 clusters Score -1.154981e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 94211 members 
Entering Unmasked Estep 
Score: -11549854.000000 Penalty: 5685.334961
	Iteration 22Q: 3 clusters Score -1.154985e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 94256 members 
Entering Unmasked Estep 
Score: -11549889.000000 Penalty: 5685.334961
	Iteration 23Q: 3 clusters Score -1.154989e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -11549917.000000 Penalty: 5685.334961
	Iteration 24Q: 3 clusters Score -1.154992e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 94318 members 
Entering Unmasked Estep 
Score: -11549938.000000 Penalty: 5685.334961
	Iteration 25Q: 3 clusters Score -1.154994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 94336 members 
Entering Unmasked Estep 
Score: -11549947.000000 Penalty: 5685.334961
	Iteration 26Q: 3 clusters Score -1.154995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 94344 members 
Entering Unmasked Estep 
Score: -11549954.000000 Penalty: 5685.334961
	Iteration 27Q: 3 clusters Score -1.154995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 94355 members 
Entering Unmasked Estep 
Score: -11549966.000000 Penalty: 5685.334961
	Iteration 28Q: 3 clusters Score -1.154997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 94365 members 
Entering Unmasked Estep 
Score: -11549976.000000 Penalty: 5685.334961
	Iteration 29Q: 3 clusters Score -1.154998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 94378 members 
Entering Unmasked Estep 
Score: -11549988.000000 Penalty: 5685.334961
	Iteration 30Q: 3 clusters Score -1.154999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
Score: -11549992.000000 Penalty: 5685.334961
	Iteration 31Q: 3 clusters Score -1.154999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -11549999.000000 Penalty: 5685.334961
	Iteration 32Q: 3 clusters Score -1.155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 94397 members 
Entering Unmasked Estep 
Score: -11549995.000000 Penalty: 5685.334961
	Iteration 33Q: 3 clusters Score -1.155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 94406 members 
Entering Unmasked Estep 
Score: -11550006.000000 Penalty: 5685.334961
	Iteration 34Q: 3 clusters Score -1.155001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 94413 members 
Entering Unmasked Estep 
Score: -11549997.000000 Penalty: 5685.334961
	Iteration 35Q: 3 clusters Score -1.155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -11550007.000000 Penalty: 5685.334961
	Iteration 36Q: 3 clusters Score -1.155001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 94425 members 
Entering Unmasked Estep 
Score: -11550005.000000 Penalty: 5685.334961
	Iteration 37Q: 3 clusters Score -1.155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 94430 members 
Entering Unmasked Estep 
Score: -11550019.000000 Penalty: 5685.334961
	Iteration 38Q: 3 clusters Score -1.155002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 94433 members 
Entering Unmasked Estep 
Score: -11550024.000000 Penalty: 5685.334961
	Iteration 39Q: 3 clusters Score -1.155002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -11550019.000000 Penalty: 5685.334961
	Iteration 40F: 3 clusters Score -1.155002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 94437 members 
Entering Unmasked Estep 
Score: -11550023.000000 Penalty: 5685.334961
	Iteration 41Q: 3 clusters Score -1.155002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -11550025.000000 Penalty: 5685.334961
	Iteration 42Q: 3 clusters Score -1.155002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 94439 members 
Entering Unmasked Estep 
Score: -11550029.000000 Penalty: 5685.334961
	Iteration 43Q: 3 clusters Score -1.155003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 94441 members 
Entering Unmasked Estep 
Score: -11550033.000000 Penalty: 5685.334961
	Iteration 44Q: 3 clusters Score -1.155003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 94443 members 
Entering Unmasked Estep 
Score: -11550036.000000 Penalty: 5685.334961
	Iteration 45Q: 3 clusters Score -1.155004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 94444 members 
Entering Unmasked Estep 
Score: -11550026.000000 Penalty: 5685.334961
	Iteration 46Q: 3 clusters Score -1.155003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 94445 members 
Entering Unmasked Estep 
Score: -11550023.000000 Penalty: 5685.334961
	Iteration 47Q: 3 clusters Score -1.155002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 94445 members 
Entering Unmasked Estep 
Score: -11550023.000000 Penalty: 5685.334961
	Iteration 48F: 3 clusters Score -1.155002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -264080.937500 Penalty: 1842.079224
	Iteration 0F: 2 clusters Score -264080.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -261707.312500 Penalty: 3684.158447
	Iteration 0F: 3 clusters Score -261707.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -262435.750000 Penalty: 3684.158447
	Iteration 1F: 3 clusters Score -262435.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -262732.000000 Penalty: 3684.158447
	Iteration 2F: 3 clusters Score -262732 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -262918.375000 Penalty: 3684.158447
	Iteration 3F: 3 clusters Score -262918.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -263053.625000 Penalty: 3684.158447
	Iteration 4Q: 3 clusters Score -263053.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -263140.062500 Penalty: 3684.158447
	Iteration 5Q: 3 clusters Score -263140.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -263187.687500 Penalty: 3684.158447
	Iteration 6Q: 3 clusters Score -263187.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -263227.500000 Penalty: 3684.158447
	Iteration 7Q: 3 clusters Score -263227.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -263247.625000 Penalty: 3684.158447
	Iteration 8Q: 3 clusters Score -263247.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -263256.906250 Penalty: 3684.158447
	Iteration 9Q: 3 clusters Score -263256.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -263265.843750 Penalty: 3684.158447
	Iteration 10Q: 3 clusters Score -263265.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -263272.687500 Penalty: 3684.158447
	Iteration 11Q: 3 clusters Score -263272.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -263278.062500 Penalty: 3684.158447
	Iteration 12Q: 3 clusters Score -263278.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -263281.187500 Penalty: 3684.158447
	Iteration 13Q: 3 clusters Score -263281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -263283.593750 Penalty: 3684.158447
	Iteration 14Q: 3 clusters Score -263283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -263286.812500 Penalty: 3684.158447
	Iteration 15Q: 3 clusters Score -263286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -263288.593750 Penalty: 3684.158447
	Iteration 16Q: 3 clusters Score -263288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -263289.031250 Penalty: 3684.158447
	Iteration 17Q: 3 clusters Score -263289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -263289.031250 Penalty: 3684.158447
	Iteration 18F: 3 clusters Score -263289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Entering Unmasked Estep 
Score: -367821.312500 Penalty: 2025.432983
	Iteration 0F: 2 clusters Score -367821.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -364265.406250 Penalty: 4050.865967
	Iteration 0F: 3 clusters Score -364265.4 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -365215.187500 Penalty: 4050.865967
	Iteration 1F: 3 clusters Score -365215.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -365488.468750 Penalty: 4050.865967
	Iteration 2F: 3 clusters Score -365488.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -365686.312500 Penalty: 4050.865967
	Iteration 3F: 3 clusters Score -365686.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -365864.656250 Penalty: 4050.865967
	Iteration 4F: 3 clusters Score -365864.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -366019.687500 Penalty: 4050.865967
	Iteration 5Q: 3 clusters Score -366019.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -366198.937500 Penalty: 4050.865967
	Iteration 6Q: 3 clusters Score -366198.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -366424.968750 Penalty: 4050.865967
	Iteration 7Q: 3 clusters Score -366425 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -366667.875000 Penalty: 4050.865967
	Iteration 8Q: 3 clusters Score -366667.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -366882.343750 Penalty: 4050.865967
	Iteration 9Q: 3 clusters Score -366882.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -367022.343750 Penalty: 4050.865967
	Iteration 10Q: 3 clusters Score -367022.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -367139.718750 Penalty: 4050.865967
	Iteration 11Q: 3 clusters Score -367139.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -367239.000000 Penalty: 4050.865967
	Iteration 12Q: 3 clusters Score -367239 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -367316.562500 Penalty: 4050.865967
	Iteration 13Q: 3 clusters Score -367316.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -367373.812500 Penalty: 4050.865967
	Iteration 14Q: 3 clusters Score -367373.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -367430.281250 Penalty: 4050.865967
	Iteration 15Q: 3 clusters Score -367430.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -367475.281250 Penalty: 4050.865967
	Iteration 16Q: 3 clusters Score -367475.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -367507.093750 Penalty: 4050.865967
	Iteration 17Q: 3 clusters Score -367507.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -367522.750000 Penalty: 4050.865967
	Iteration 18Q: 3 clusters Score -367522.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -367529.781250 Penalty: 4050.865967
	Iteration 19Q: 3 clusters Score -367529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -367534.656250 Penalty: 4050.865967
	Iteration 20F: 3 clusters Score -367534.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -367540.125000 Penalty: 4050.865967
	Iteration 21Q: 3 clusters Score -367540.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -367541.750000 Penalty: 4050.865967
	Iteration 22Q: 3 clusters Score -367541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -367542.125000 Penalty: 4050.865967
	Iteration 23Q: 3 clusters Score -367542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -367544.468750 Penalty: 4050.865967
	Iteration 24Q: 3 clusters Score -367544.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -367545.125000 Penalty: 4050.865967
	Iteration 25Q: 3 clusters Score -367545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -367545.375000 Penalty: 4050.865967
	Iteration 26Q: 3 clusters Score -367545.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -367545.375000 Penalty: 4050.865967
	Iteration 27F: 3 clusters Score -367545.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Entering Unmasked Estep 
Score: -2226979.500000 Penalty: 2437.934082
	Iteration 0F: 2 clusters Score -2226980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2213801.000000 Penalty: 4875.868164
	Iteration 0F: 3 clusters Score -2213801 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2218103.750000 Penalty: 4875.868164
	Iteration 1F: 3 clusters Score -2218104 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2218521.000000 Penalty: 4875.868164
	Iteration 2F: 3 clusters Score -2218521 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2218918.750000 Penalty: 4875.868164
	Iteration 3F: 3 clusters Score -2218919 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2219403.500000 Penalty: 4875.868164
	Iteration 4Q: 3 clusters Score -2219404 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2220029.000000 Penalty: 4875.868164
	Iteration 5F: 3 clusters Score -2220029 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2220780.250000 Penalty: 4875.868164
	Iteration 6F: 3 clusters Score -2220780 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2221566.750000 Penalty: 4875.868164
	Iteration 7F: 3 clusters Score -2221567 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2222258.750000 Penalty: 4875.868164
	Iteration 8F: 3 clusters Score -2222259 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2222766.250000 Penalty: 4875.868164
	Iteration 9Q: 3 clusters Score -2222766 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2223051.000000 Penalty: 4875.868164
	Iteration 10Q: 3 clusters Score -2223051 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2223226.250000 Penalty: 4875.868164
	Iteration 11Q: 3 clusters Score -2223226 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2223365.250000 Penalty: 4875.868164
	Iteration 12Q: 3 clusters Score -2223365 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2223501.250000 Penalty: 4875.868164
	Iteration 13Q: 3 clusters Score -2223501 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2223650.750000 Penalty: 4875.868164
	Iteration 14Q: 3 clusters Score -2223651 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2223809.500000 Penalty: 4875.868164
	Iteration 15Q: 3 clusters Score -2223810 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2223984.250000 Penalty: 4875.868164
	Iteration 16Q: 3 clusters Score -2223984 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2224187.250000 Penalty: 4875.868164
	Iteration 17Q: 3 clusters Score -2224187 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2224453.750000 Penalty: 4875.868164
	Iteration 18Q: 3 clusters Score -2224454 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2224856.750000 Penalty: 4875.868164
	Iteration 19Q: 3 clusters Score -2224857 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2225322.000000 Penalty: 4875.868164
	Iteration 20F: 3 clusters Score -2225322 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2225732.500000 Penalty: 4875.868164
	Iteration 21Q: 3 clusters Score -2225732 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2226090.250000 Penalty: 4875.868164
	Iteration 22Q: 3 clusters Score -2226090 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2226389.500000 Penalty: 4875.868164
	Iteration 23Q: 3 clusters Score -2226390 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2226732.750000 Penalty: 4875.868164
	Iteration 24Q: 3 clusters Score -2226733 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2227195.000000 Penalty: 4875.868164
	Iteration 25Q: 3 clusters Score -2227195 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2227692.750000 Penalty: 4875.868164
	Iteration 26Q: 3 clusters Score -2227693 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2228153.750000 Penalty: 4875.868164
	Iteration 27Q: 3 clusters Score -2228154 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2228557.000000 Penalty: 4875.868164
	Iteration 28Q: 3 clusters Score -2228557 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2228810.500000 Penalty: 4875.868164
	Iteration 29Q: 3 clusters Score -2228810 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2228912.250000 Penalty: 4875.868164
	Iteration 30Q: 3 clusters Score -2228912 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2228950.000000 Penalty: 4875.868164
	Iteration 31Q: 3 clusters Score -2228950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2228971.750000 Penalty: 4875.868164
	Iteration 32Q: 3 clusters Score -2228972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2228978.000000 Penalty: 4875.868164
	Iteration 33Q: 3 clusters Score -2228978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2228975.000000 Penalty: 4875.868164
	Iteration 34Q: 3 clusters Score -2228975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2228985.000000 Penalty: 4875.868164
	Iteration 35Q: 3 clusters Score -2228985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2228999.000000 Penalty: 4875.868164
	Iteration 36Q: 3 clusters Score -2228999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2228996.500000 Penalty: 4875.868164
	Iteration 37Q: 3 clusters Score -2228996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2228999.250000 Penalty: 4875.868164
	Iteration 38Q: 3 clusters Score -2228999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2229001.500000 Penalty: 4875.868164
	Iteration 39Q: 3 clusters Score -2229002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2228999.750000 Penalty: 4875.868164
	Iteration 40F: 3 clusters Score -2229000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2229000.000000 Penalty: 4875.868164
	Iteration 41Q: 3 clusters Score -2229000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2229000.000000 Penalty: 4875.868164
	Iteration 42Q: 3 clusters Score -2229000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2229001.250000 Penalty: 4875.868164
	Iteration 43Q: 3 clusters Score -2229001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2229001.250000 Penalty: 4875.868164
	Iteration 44F: 3 clusters Score -2229001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234352 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81282 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 134835 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14906 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95070 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 8475 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26837 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91885 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Mstep: Class 85 contains 10115 members 
Entering Unmasked Estep 
Score: -154537680.000000 Penalty: 296974.000000
Splitting cluster 31 changes total score from -154536352.000000 to -154537680.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 32 (1710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Entering Unmasked Estep 
Score: -200072.875000 Penalty: 1846.173706
	Iteration 0F: 2 clusters Score -200072.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -197620.593750 Penalty: 3692.347412
	Iteration 0F: 3 clusters Score -197620.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -198042.625000 Penalty: 3692.347412
	Iteration 1F: 3 clusters Score -198042.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -198163.296875 Penalty: 3692.347412
	Iteration 2F: 3 clusters Score -198163.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -198234.312500 Penalty: 3692.347412
	Iteration 3Q: 3 clusters Score -198234.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -198272.406250 Penalty: 3692.347412
	Iteration 4Q: 3 clusters Score -198272.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -198297.000000 Penalty: 3692.347412
	Iteration 5Q: 3 clusters Score -198297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -198321.984375 Penalty: 3692.347412
	Iteration 6Q: 3 clusters Score -198322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -198352.343750 Penalty: 3692.347412
	Iteration 7Q: 3 clusters Score -198352.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -198374.515625 Penalty: 3692.347412
	Iteration 8Q: 3 clusters Score -198374.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -198398.390625 Penalty: 3692.347412
	Iteration 9Q: 3 clusters Score -198398.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -198429.640625 Penalty: 3692.347412
	Iteration 10Q: 3 clusters Score -198429.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -198456.937500 Penalty: 3692.347412
	Iteration 11Q: 3 clusters Score -198456.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -198479.359375 Penalty: 3692.347412
	Iteration 12Q: 3 clusters Score -198479.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -198494.203125 Penalty: 3692.347412
	Iteration 13Q: 3 clusters Score -198494.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -198508.734375 Penalty: 3692.347412
	Iteration 14Q: 3 clusters Score -198508.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -198518.703125 Penalty: 3692.347412
	Iteration 15Q: 3 clusters Score -198518.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -198531.437500 Penalty: 3692.347412
	Iteration 16Q: 3 clusters Score -198531.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -198546.578125 Penalty: 3692.347412
	Iteration 17Q: 3 clusters Score -198546.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -198558.531250 Penalty: 3692.347412
	Iteration 18Q: 3 clusters Score -198558.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -198568.125000 Penalty: 3692.347412
	Iteration 19Q: 3 clusters Score -198568.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -198575.062500 Penalty: 3692.347412
	Iteration 20F: 3 clusters Score -198575.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -198582.062500 Penalty: 3692.347412
	Iteration 21Q: 3 clusters Score -198582.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -198587.734375 Penalty: 3692.347412
	Iteration 22Q: 3 clusters Score -198587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -198590.343750 Penalty: 3692.347412
	Iteration 23Q: 3 clusters Score -198590.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -198593.203125 Penalty: 3692.347412
	Iteration 24Q: 3 clusters Score -198593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -198594.250000 Penalty: 3692.347412
	Iteration 25Q: 3 clusters Score -198594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -198595.218750 Penalty: 3692.347412
	Iteration 26Q: 3 clusters Score -198595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -198596.906250 Penalty: 3692.347412
	Iteration 27Q: 3 clusters Score -198596.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -198600.171875 Penalty: 3692.347412
	Iteration 28Q: 3 clusters Score -198600.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -198608.234375 Penalty: 3692.347412
	Iteration 29Q: 3 clusters Score -198608.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -198613.609375 Penalty: 3692.347412
	Iteration 30Q: 3 clusters Score -198613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -198621.140625 Penalty: 3692.347412
	Iteration 31Q: 3 clusters Score -198621.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -198630.812500 Penalty: 3692.347412
	Iteration 32Q: 3 clusters Score -198630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -198635.468750 Penalty: 3692.347412
	Iteration 33Q: 3 clusters Score -198635.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -198637.640625 Penalty: 3692.347412
	Iteration 34Q: 3 clusters Score -198637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -198638.734375 Penalty: 3692.347412
	Iteration 35Q: 3 clusters Score -198638.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -198639.640625 Penalty: 3692.347412
	Iteration 36Q: 3 clusters Score -198639.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -198639.640625 Penalty: 3692.347412
	Iteration 37F: 3 clusters Score -198639.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -40251.250000 Penalty: 1385.637695
	Iteration 0F: 2 clusters Score -40251.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39014.386719 Penalty: 2771.275391
	Iteration 0F: 3 clusters Score -39014.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39136.785156 Penalty: 2771.275391
	Iteration 1F: 3 clusters Score -39136.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39166.843750 Penalty: 2771.275391
	Iteration 2Q: 3 clusters Score -39166.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39192.894531 Penalty: 2771.275391
	Iteration 3Q: 3 clusters Score -39192.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39199.421875 Penalty: 2771.275391
	Iteration 4Q: 3 clusters Score -39199.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39199.421875 Penalty: 2771.275391
	Iteration 5F: 3 clusters Score -39199.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Entering Unmasked Estep 
Score: -1097036.750000 Penalty: 2289.682373
	Iteration 0F: 2 clusters Score -1097037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1089286.000000 Penalty: 4579.364746
	Iteration 0F: 3 clusters Score -1089286 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1091895.875000 Penalty: 4579.364746
	Iteration 1F: 3 clusters Score -1091896 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1092633.000000 Penalty: 4579.364746
	Iteration 2F: 3 clusters Score -1092633 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1093345.750000 Penalty: 4579.364746
	Iteration 3F: 3 clusters Score -1093346 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1093962.875000 Penalty: 4579.364746
	Iteration 4F: 3 clusters Score -1093963 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1094402.750000 Penalty: 4579.364746
	Iteration 5F: 3 clusters Score -1094403 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1094680.250000 Penalty: 4579.364746
	Iteration 6Q: 3 clusters Score -1094680 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1094846.625000 Penalty: 4579.364746
	Iteration 7Q: 3 clusters Score -1094847 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1094975.875000 Penalty: 4579.364746
	Iteration 8Q: 3 clusters Score -1094976 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1095066.000000 Penalty: 4579.364746
	Iteration 9Q: 3 clusters Score -1095066 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1095136.000000 Penalty: 4579.364746
	Iteration 10Q: 3 clusters Score -1095136 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1095177.375000 Penalty: 4579.364746
	Iteration 11Q: 3 clusters Score -1095177 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1095208.750000 Penalty: 4579.364746
	Iteration 12Q: 3 clusters Score -1095209 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1095229.875000 Penalty: 4579.364746
	Iteration 13Q: 3 clusters Score -1095230 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1095243.125000 Penalty: 4579.364746
	Iteration 14Q: 3 clusters Score -1095243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1095252.125000 Penalty: 4579.364746
	Iteration 15Q: 3 clusters Score -1095252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1095261.125000 Penalty: 4579.364746
	Iteration 16Q: 3 clusters Score -1095261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1095264.750000 Penalty: 4579.364746
	Iteration 17Q: 3 clusters Score -1095265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1095271.250000 Penalty: 4579.364746
	Iteration 18Q: 3 clusters Score -1095271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1095275.750000 Penalty: 4579.364746
	Iteration 19Q: 3 clusters Score -1095276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1095281.625000 Penalty: 4579.364746
	Iteration 20F: 3 clusters Score -1095282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1095284.500000 Penalty: 4579.364746
	Iteration 21Q: 3 clusters Score -1095284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1095286.250000 Penalty: 4579.364746
	Iteration 22Q: 3 clusters Score -1095286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1095293.500000 Penalty: 4579.364746
	Iteration 23Q: 3 clusters Score -1095294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1095299.500000 Penalty: 4579.364746
	Iteration 24Q: 3 clusters Score -1095300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1095307.875000 Penalty: 4579.364746
	Iteration 25Q: 3 clusters Score -1095308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1095313.250000 Penalty: 4579.364746
	Iteration 26Q: 3 clusters Score -1095313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1095319.000000 Penalty: 4579.364746
	Iteration 27Q: 3 clusters Score -1095319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1095332.000000 Penalty: 4579.364746
	Iteration 28Q: 3 clusters Score -1095332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1095339.500000 Penalty: 4579.364746
	Iteration 29Q: 3 clusters Score -1095340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1095343.125000 Penalty: 4579.364746
	Iteration 30Q: 3 clusters Score -1095343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1095351.500000 Penalty: 4579.364746
	Iteration 31Q: 3 clusters Score -1095352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1095354.750000 Penalty: 4579.364746
	Iteration 32Q: 3 clusters Score -1095355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1095356.750000 Penalty: 4579.364746
	Iteration 33Q: 3 clusters Score -1095357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1095357.000000 Penalty: 4579.364746
	Iteration 34Q: 3 clusters Score -1095357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1095361.125000 Penalty: 4579.364746
	Iteration 35Q: 3 clusters Score -1095361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1095359.000000 Penalty: 4579.364746
	Iteration 36Q: 3 clusters Score -1095359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1095360.875000 Penalty: 4579.364746
	Iteration 37Q: 3 clusters Score -1095361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1095362.875000 Penalty: 4579.364746
	Iteration 38Q: 3 clusters Score -1095363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1095363.000000 Penalty: 4579.364746
	Iteration 39Q: 3 clusters Score -1095363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1095364.875000 Penalty: 4579.364746
	Iteration 40F: 3 clusters Score -1095365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1095365.125000 Penalty: 4579.364746
	Iteration 41Q: 3 clusters Score -1095365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1095364.125000 Penalty: 4579.364746
	Iteration 42Q: 3 clusters Score -1095364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1095363.500000 Penalty: 4579.364746
	Iteration 43Q: 3 clusters Score -1095364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1095363.125000 Penalty: 4579.364746
	Iteration 44Q: 3 clusters Score -1095363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1095362.625000 Penalty: 4579.364746
	Iteration 45Q: 3 clusters Score -1095363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1095365.375000 Penalty: 4579.364746
	Iteration 46Q: 3 clusters Score -1095365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1095366.375000 Penalty: 4579.364746
	Iteration 47Q: 3 clusters Score -1095366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1095368.750000 Penalty: 4579.364746
	Iteration 48Q: 3 clusters Score -1095369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1095369.375000 Penalty: 4579.364746
	Iteration 49Q: 3 clusters Score -1095369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1095376.000000 Penalty: 4579.364746
	Iteration 50Q: 3 clusters Score -1095376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1095376.875000 Penalty: 4579.364746
	Iteration 51Q: 3 clusters Score -1095377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1095378.625000 Penalty: 4579.364746
	Iteration 52Q: 3 clusters Score -1095379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1095377.875000 Penalty: 4579.364746
	Iteration 53Q: 3 clusters Score -1095378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1095380.250000 Penalty: 4579.364746
	Iteration 54Q: 3 clusters Score -1095380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1095381.250000 Penalty: 4579.364746
	Iteration 55Q: 3 clusters Score -1095381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1095382.625000 Penalty: 4579.364746
	Iteration 56Q: 3 clusters Score -1095383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1095381.750000 Penalty: 4579.364746
	Iteration 57Q: 3 clusters Score -1095382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1095383.875000 Penalty: 4579.364746
	Iteration 58Q: 3 clusters Score -1095384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1095384.125000 Penalty: 4579.364746
	Iteration 59Q: 3 clusters Score -1095384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1095388.500000 Penalty: 4579.364746
	Iteration 60F: 3 clusters Score -1095388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1095388.250000 Penalty: 4579.364746
	Iteration 61Q: 3 clusters Score -1095388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1095389.375000 Penalty: 4579.364746
	Iteration 62Q: 3 clusters Score -1095389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1095389.000000 Penalty: 4579.364746
	Iteration 63Q: 3 clusters Score -1095389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1095387.875000 Penalty: 4579.364746
	Iteration 64Q: 3 clusters Score -1095388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1095386.625000 Penalty: 4579.364746
	Iteration 65Q: 3 clusters Score -1095387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1095386.375000 Penalty: 4579.364746
	Iteration 66Q: 3 clusters Score -1095386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1095388.625000 Penalty: 4579.364746
	Iteration 67Q: 3 clusters Score -1095389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1095389.750000 Penalty: 4579.364746
	Iteration 68Q: 3 clusters Score -1095390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1095389.500000 Penalty: 4579.364746
	Iteration 69Q: 3 clusters Score -1095390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1095388.375000 Penalty: 4579.364746
	Iteration 70Q: 3 clusters Score -1095388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1095385.625000 Penalty: 4579.364746
	Iteration 71Q: 3 clusters Score -1095386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1095385.625000 Penalty: 4579.364746
	Iteration 72F: 3 clusters Score -1095386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Entering Unmasked Estep 
Score: -4977054.500000 Penalty: 2634.795898
	Iteration 0F: 2 clusters Score -4977054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4949154.500000 Penalty: 5269.591797
	Iteration 0F: 3 clusters Score -4949154 nChanged 18828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -4959674.000000 Penalty: 5269.591797
	Iteration 1F: 3 clusters Score -4959674 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -4960287.500000 Penalty: 5269.591797
	Iteration 2Q: 3 clusters Score -4960288 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -4961060.500000 Penalty: 5269.591797
	Iteration 3Q: 3 clusters Score -4961060 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -4961962.000000 Penalty: 5269.591797
	Iteration 4Q: 3 clusters Score -4961962 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -4962922.500000 Penalty: 5269.591797
	Iteration 5Q: 3 clusters Score -4962922 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4964008.000000 Penalty: 5269.591797
	Iteration 6F: 3 clusters Score -4964008 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4965260.500000 Penalty: 5269.591797
	Iteration 7F: 3 clusters Score -4965260 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -4966814.000000 Penalty: 5269.591797
	Iteration 8F: 3 clusters Score -4966814 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4968334.500000 Penalty: 5269.591797
	Iteration 9F: 3 clusters Score -4968334 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -4969466.000000 Penalty: 5269.591797
	Iteration 10Q: 3 clusters Score -4969466 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -4970100.000000 Penalty: 5269.591797
	Iteration 11Q: 3 clusters Score -4970100 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4970434.500000 Penalty: 5269.591797
	Iteration 12Q: 3 clusters Score -4970434 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -4970631.000000 Penalty: 5269.591797
	Iteration 13Q: 3 clusters Score -4970631 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -4970719.500000 Penalty: 5269.591797
	Iteration 14Q: 3 clusters Score -4970720 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -4970794.000000 Penalty: 5269.591797
	Iteration 15Q: 3 clusters Score -4970794 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4970850.000000 Penalty: 5269.591797
	Iteration 16Q: 3 clusters Score -4970850 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4970900.500000 Penalty: 5269.591797
	Iteration 17Q: 3 clusters Score -4970900 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -4970942.500000 Penalty: 5269.591797
	Iteration 18Q: 3 clusters Score -4970942 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -4970979.000000 Penalty: 5269.591797
	Iteration 19Q: 3 clusters Score -4970979 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4971011.500000 Penalty: 5269.591797
	Iteration 20F: 3 clusters Score -4971012 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -4971018.000000 Penalty: 5269.591797
	Iteration 21Q: 3 clusters Score -4971018 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -4971068.000000 Penalty: 5269.591797
	Iteration 22Q: 3 clusters Score -4971068 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4971078.500000 Penalty: 5269.591797
	Iteration 23Q: 3 clusters Score -4971078 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -4971093.000000 Penalty: 5269.591797
	Iteration 24Q: 3 clusters Score -4971093 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -4971134.000000 Penalty: 5269.591797
	Iteration 25Q: 3 clusters Score -4971134 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -4971170.000000 Penalty: 5269.591797
	Iteration 26Q: 3 clusters Score -4971170 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4971203.000000 Penalty: 5269.591797
	Iteration 27Q: 3 clusters Score -4971203 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -4971222.000000 Penalty: 5269.591797
	Iteration 28Q: 3 clusters Score -4971222 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -4971253.000000 Penalty: 5269.591797
	Iteration 29Q: 3 clusters Score -4971253 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -4971218.500000 Penalty: 5269.591797
	Iteration 30Q: 3 clusters Score -4971218 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -4971229.500000 Penalty: 5269.591797
	Iteration 31Q: 3 clusters Score -4971230 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4971259.000000 Penalty: 5269.591797
	Iteration 32Q: 3 clusters Score -4971259 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -4971260.000000 Penalty: 5269.591797
	Iteration 33Q: 3 clusters Score -4971260 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -4971281.000000 Penalty: 5269.591797
	Iteration 34Q: 3 clusters Score -4971281 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -4971301.500000 Penalty: 5269.591797
	Iteration 35Q: 3 clusters Score -4971302 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -4971326.500000 Penalty: 5269.591797
	Iteration 36Q: 3 clusters Score -4971326 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -4971345.000000 Penalty: 5269.591797
	Iteration 37Q: 3 clusters Score -4971345 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -4971366.000000 Penalty: 5269.591797
	Iteration 38Q: 3 clusters Score -4971366 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -4971384.000000 Penalty: 5269.591797
	Iteration 39Q: 3 clusters Score -4971384 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -4971383.500000 Penalty: 5269.591797
	Iteration 40F: 3 clusters Score -4971384 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -4971412.000000 Penalty: 5269.591797
	Iteration 41Q: 3 clusters Score -4971412 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -4971456.500000 Penalty: 5269.591797
	Iteration 42Q: 3 clusters Score -4971456 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -4971478.000000 Penalty: 5269.591797
	Iteration 43Q: 3 clusters Score -4971478 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -4971516.000000 Penalty: 5269.591797
	Iteration 44Q: 3 clusters Score -4971516 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -4971540.500000 Penalty: 5269.591797
	Iteration 45Q: 3 clusters Score -4971540 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -4971575.500000 Penalty: 5269.591797
	Iteration 46Q: 3 clusters Score -4971576 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4971591.000000 Penalty: 5269.591797
	Iteration 47Q: 3 clusters Score -4971591 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4971610.500000 Penalty: 5269.591797
	Iteration 48Q: 3 clusters Score -4971610 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -4971637.000000 Penalty: 5269.591797
	Iteration 49Q: 3 clusters Score -4971637 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -4971692.500000 Penalty: 5269.591797
	Iteration 50Q: 3 clusters Score -4971692 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -4971736.500000 Penalty: 5269.591797
	Iteration 51Q: 3 clusters Score -4971736 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -4971772.000000 Penalty: 5269.591797
	Iteration 52Q: 3 clusters Score -4971772 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4971826.500000 Penalty: 5269.591797
	Iteration 53Q: 3 clusters Score -4971826 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -4971888.500000 Penalty: 5269.591797
	Iteration 54Q: 3 clusters Score -4971888 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -4971945.000000 Penalty: 5269.591797
	Iteration 55Q: 3 clusters Score -4971945 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -4972001.000000 Penalty: 5269.591797
	Iteration 56Q: 3 clusters Score -4972001 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -4972086.000000 Penalty: 5269.591797
	Iteration 57Q: 3 clusters Score -4972086 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -4972122.500000 Penalty: 5269.591797
	Iteration 58Q: 3 clusters Score -4972122 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -4972153.500000 Penalty: 5269.591797
	Iteration 59Q: 3 clusters Score -4972154 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -4972213.000000 Penalty: 5269.591797
	Iteration 60F: 3 clusters Score -4972213 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4972286.000000 Penalty: 5269.591797
	Iteration 61Q: 3 clusters Score -4972286 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4972344.000000 Penalty: 5269.591797
	Iteration 62Q: 3 clusters Score -4972344 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -4972432.500000 Penalty: 5269.591797
	Iteration 63Q: 3 clusters Score -4972432 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -4972496.000000 Penalty: 5269.591797
	Iteration 64Q: 3 clusters Score -4972496 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -4972552.000000 Penalty: 5269.591797
	Iteration 65Q: 3 clusters Score -4972552 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -4972613.500000 Penalty: 5269.591797
	Iteration 66Q: 3 clusters Score -4972614 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -4972679.500000 Penalty: 5269.591797
	Iteration 67Q: 3 clusters Score -4972680 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -4972720.000000 Penalty: 5269.591797
	Iteration 68Q: 3 clusters Score -4972720 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -4972799.500000 Penalty: 5269.591797
	Iteration 69Q: 3 clusters Score -4972800 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -4972865.500000 Penalty: 5269.591797
	Iteration 70Q: 3 clusters Score -4972866 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -4972957.000000 Penalty: 5269.591797
	Iteration 71Q: 3 clusters Score -4972957 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -4973052.500000 Penalty: 5269.591797
	Iteration 72Q: 3 clusters Score -4973052 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -4973158.000000 Penalty: 5269.591797
	Iteration 73Q: 3 clusters Score -4973158 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -4973262.500000 Penalty: 5269.591797
	Iteration 74Q: 3 clusters Score -4973262 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4973354.500000 Penalty: 5269.591797
	Iteration 75Q: 3 clusters Score -4973354 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -4973478.000000 Penalty: 5269.591797
	Iteration 76Q: 3 clusters Score -4973478 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -4973588.000000 Penalty: 5269.591797
	Iteration 77Q: 3 clusters Score -4973588 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4973726.500000 Penalty: 5269.591797
	Iteration 78Q: 3 clusters Score -4973726 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -4973822.500000 Penalty: 5269.591797
	Iteration 79Q: 3 clusters Score -4973822 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -4973937.000000 Penalty: 5269.591797
	Iteration 80F: 3 clusters Score -4973937 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4974045.000000 Penalty: 5269.591797
	Iteration 81Q: 3 clusters Score -4974045 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4974161.500000 Penalty: 5269.591797
	Iteration 82Q: 3 clusters Score -4974162 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4974266.000000 Penalty: 5269.591797
	Iteration 83Q: 3 clusters Score -4974266 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4974357.000000 Penalty: 5269.591797
	Iteration 84Q: 3 clusters Score -4974357 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4974451.500000 Penalty: 5269.591797
	Iteration 85Q: 3 clusters Score -4974452 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4974577.000000 Penalty: 5269.591797
	Iteration 86Q: 3 clusters Score -4974577 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4974720.500000 Penalty: 5269.591797
	Iteration 87Q: 3 clusters Score -4974720 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4974894.000000 Penalty: 5269.591797
	Iteration 88Q: 3 clusters Score -4974894 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4975048.500000 Penalty: 5269.591797
	Iteration 89Q: 3 clusters Score -4975048 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4975163.000000 Penalty: 5269.591797
	Iteration 90Q: 3 clusters Score -4975163 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4975247.000000 Penalty: 5269.591797
	Iteration 91Q: 3 clusters Score -4975247 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4975311.000000 Penalty: 5269.591797
	Iteration 92Q: 3 clusters Score -4975311 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4975344.500000 Penalty: 5269.591797
	Iteration 93Q: 3 clusters Score -4975344 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4975377.000000 Penalty: 5269.591797
	Iteration 94Q: 3 clusters Score -4975377 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4975393.500000 Penalty: 5269.591797
	Iteration 95Q: 3 clusters Score -4975394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4975397.500000 Penalty: 5269.591797
	Iteration 96Q: 3 clusters Score -4975398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4975420.500000 Penalty: 5269.591797
	Iteration 97Q: 3 clusters Score -4975420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4975409.000000 Penalty: 5269.591797
	Iteration 98Q: 3 clusters Score -4975409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4975427.000000 Penalty: 5269.591797
	Iteration 99Q: 3 clusters Score -4975427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4975439.000000 Penalty: 5269.591797
	Iteration 100F: 3 clusters Score -4975439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4975452.000000 Penalty: 5269.591797
	Iteration 101Q: 3 clusters Score -4975452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4975464.500000 Penalty: 5269.591797
	Iteration 102Q: 3 clusters Score -4975464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4975469.000000 Penalty: 5269.591797
	Iteration 103Q: 3 clusters Score -4975469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4975467.500000 Penalty: 5269.591797
	Iteration 104Q: 3 clusters Score -4975468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4975466.000000 Penalty: 5269.591797
	Iteration 105Q: 3 clusters Score -4975466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4975474.000000 Penalty: 5269.591797
	Iteration 106Q: 3 clusters Score -4975474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4975472.000000 Penalty: 5269.591797
	Iteration 107Q: 3 clusters Score -4975472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4975478.000000 Penalty: 5269.591797
	Iteration 108Q: 3 clusters Score -4975478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4975479.000000 Penalty: 5269.591797
	Iteration 109Q: 3 clusters Score -4975479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4975483.000000 Penalty: 5269.591797
	Iteration 110Q: 3 clusters Score -4975483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4975478.000000 Penalty: 5269.591797
	Iteration 111Q: 3 clusters Score -4975478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4975480.500000 Penalty: 5269.591797
	Iteration 112Q: 3 clusters Score -4975480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4975484.500000 Penalty: 5269.591797
	Iteration 113Q: 3 clusters Score -4975484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4975480.500000 Penalty: 5269.591797
	Iteration 114Q: 3 clusters Score -4975480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4975481.500000 Penalty: 5269.591797
	Iteration 115Q: 3 clusters Score -4975482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4975478.500000 Penalty: 5269.591797
	Iteration 116Q: 3 clusters Score -4975478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4975482.500000 Penalty: 5269.591797
	Iteration 117Q: 3 clusters Score -4975482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4975478.500000 Penalty: 5269.591797
	Iteration 118Q: 3 clusters Score -4975478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4975478.500000 Penalty: 5269.591797
	Iteration 119F: 3 clusters Score -4975478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (92055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Entering Unmasked Estep 
Score: -11279783.000000 Penalty: 2834.675049
	Iteration 0F: 2 clusters Score -1.127978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -11218606.000000 Penalty: 5669.350098
	Iteration 0F: 3 clusters Score -1.121861e+07 nChanged 43520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -11243129.000000 Penalty: 5669.350098
	Iteration 1F: 3 clusters Score -1.124313e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -11243622.000000 Penalty: 5669.350098
	Iteration 2Q: 3 clusters Score -1.124362e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -11244127.000000 Penalty: 5669.350098
	Iteration 3Q: 3 clusters Score -1.124413e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -11244655.000000 Penalty: 5669.350098
	Iteration 4Q: 3 clusters Score -1.124466e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -11245476.000000 Penalty: 5669.350098
	Iteration 5Q: 3 clusters Score -1.124548e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -11246901.000000 Penalty: 5669.350098
	Iteration 6Q: 3 clusters Score -1.12469e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -11249585.000000 Penalty: 5669.350098
	Iteration 7F: 3 clusters Score -1.124958e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -11254093.000000 Penalty: 5669.350098
	Iteration 8F: 3 clusters Score -1.125409e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69131 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -11259611.000000 Penalty: 5669.350098
	Iteration 9F: 3 clusters Score -1.125961e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74944 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -11264663.000000 Penalty: 5669.350098
	Iteration 10F: 3 clusters Score -1.126466e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -11268567.000000 Penalty: 5669.350098
	Iteration 11F: 3 clusters Score -1.126857e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83591 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -11271510.000000 Penalty: 5669.350098
	Iteration 12Q: 3 clusters Score -1.127151e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86363 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -11273619.000000 Penalty: 5669.350098
	Iteration 13Q: 3 clusters Score -1.127362e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88330 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -11275213.000000 Penalty: 5669.350098
	Iteration 14Q: 3 clusters Score -1.127521e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89614 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -11276147.000000 Penalty: 5669.350098
	Iteration 15Q: 3 clusters Score -1.127615e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90392 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -11276743.000000 Penalty: 5669.350098
	Iteration 16Q: 3 clusters Score -1.127674e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11277012.000000 Penalty: 5669.350098
	Iteration 17Q: 3 clusters Score -1.127701e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11277179.000000 Penalty: 5669.350098
	Iteration 18Q: 3 clusters Score -1.127718e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91165 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -11277292.000000 Penalty: 5669.350098
	Iteration 19Q: 3 clusters Score -1.127729e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91247 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -11277316.000000 Penalty: 5669.350098
	Iteration 20F: 3 clusters Score -1.127732e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91290 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11277371.000000 Penalty: 5669.350098
	Iteration 21Q: 3 clusters Score -1.127737e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11277416.000000 Penalty: 5669.350098
	Iteration 22Q: 3 clusters Score -1.127742e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11277423.000000 Penalty: 5669.350098
	Iteration 23Q: 3 clusters Score -1.127742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91364 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11277431.000000 Penalty: 5669.350098
	Iteration 24Q: 3 clusters Score -1.127743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -11277444.000000 Penalty: 5669.350098
	Iteration 25Q: 3 clusters Score -1.127744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11277457.000000 Penalty: 5669.350098
	Iteration 26Q: 3 clusters Score -1.127746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -11277456.000000 Penalty: 5669.350098
	Iteration 27Q: 3 clusters Score -1.127746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -11277466.000000 Penalty: 5669.350098
	Iteration 28Q: 3 clusters Score -1.127747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11277460.000000 Penalty: 5669.350098
	Iteration 29Q: 3 clusters Score -1.127746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91391 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11277466.000000 Penalty: 5669.350098
	Iteration 30Q: 3 clusters Score -1.127747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91394 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11277476.000000 Penalty: 5669.350098
	Iteration 31Q: 3 clusters Score -1.127748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91396 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11277470.000000 Penalty: 5669.350098
	Iteration 32Q: 3 clusters Score -1.127747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91396 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11277470.000000 Penalty: 5669.350098
	Iteration 33F: 3 clusters Score -1.127747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Entering Unmasked Estep 
Score: -2039972.000000 Penalty: 2416.604736
	Iteration 0F: 2 clusters Score -2039972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2027792.125000 Penalty: 4833.209473
	Iteration 0F: 3 clusters Score -2027792 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2031734.250000 Penalty: 4833.209473
	Iteration 1F: 3 clusters Score -2031734 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2032185.375000 Penalty: 4833.209473
	Iteration 2F: 3 clusters Score -2032185 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2032583.125000 Penalty: 4833.209473
	Iteration 3F: 3 clusters Score -2032583 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2033003.250000 Penalty: 4833.209473
	Iteration 4F: 3 clusters Score -2033003 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2033504.000000 Penalty: 4833.209473
	Iteration 5F: 3 clusters Score -2033504 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2034086.750000 Penalty: 4833.209473
	Iteration 6F: 3 clusters Score -2034087 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2034633.750000 Penalty: 4833.209473
	Iteration 7F: 3 clusters Score -2034634 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2035101.125000 Penalty: 4833.209473
	Iteration 8Q: 3 clusters Score -2035101 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2035469.000000 Penalty: 4833.209473
	Iteration 9Q: 3 clusters Score -2035469 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2035756.250000 Penalty: 4833.209473
	Iteration 10Q: 3 clusters Score -2035756 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2035966.250000 Penalty: 4833.209473
	Iteration 11Q: 3 clusters Score -2035966 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2036145.625000 Penalty: 4833.209473
	Iteration 12Q: 3 clusters Score -2036146 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2036295.750000 Penalty: 4833.209473
	Iteration 13Q: 3 clusters Score -2036296 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2036471.625000 Penalty: 4833.209473
	Iteration 14Q: 3 clusters Score -2036472 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2036608.250000 Penalty: 4833.209473
	Iteration 15Q: 3 clusters Score -2036608 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2036730.750000 Penalty: 4833.209473
	Iteration 16Q: 3 clusters Score -2036731 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2036852.750000 Penalty: 4833.209473
	Iteration 17Q: 3 clusters Score -2036853 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2036968.125000 Penalty: 4833.209473
	Iteration 18Q: 3 clusters Score -2036968 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2037077.375000 Penalty: 4833.209473
	Iteration 19Q: 3 clusters Score -2037077 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2037180.000000 Penalty: 4833.209473
	Iteration 20F: 3 clusters Score -2037180 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2037274.375000 Penalty: 4833.209473
	Iteration 21Q: 3 clusters Score -2037274 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2037349.000000 Penalty: 4833.209473
	Iteration 22Q: 3 clusters Score -2037349 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2037421.875000 Penalty: 4833.209473
	Iteration 23Q: 3 clusters Score -2037422 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2037477.875000 Penalty: 4833.209473
	Iteration 24Q: 3 clusters Score -2037478 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2037543.250000 Penalty: 4833.209473
	Iteration 25Q: 3 clusters Score -2037543 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2037593.250000 Penalty: 4833.209473
	Iteration 26Q: 3 clusters Score -2037593 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2037646.125000 Penalty: 4833.209473
	Iteration 27Q: 3 clusters Score -2037646 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2037693.625000 Penalty: 4833.209473
	Iteration 28Q: 3 clusters Score -2037694 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2037736.875000 Penalty: 4833.209473
	Iteration 29Q: 3 clusters Score -2037737 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2037775.625000 Penalty: 4833.209473
	Iteration 30Q: 3 clusters Score -2037776 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2037810.375000 Penalty: 4833.209473
	Iteration 31Q: 3 clusters Score -2037810 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2037847.375000 Penalty: 4833.209473
	Iteration 32Q: 3 clusters Score -2037847 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2037874.625000 Penalty: 4833.209473
	Iteration 33Q: 3 clusters Score -2037875 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2037896.875000 Penalty: 4833.209473
	Iteration 34Q: 3 clusters Score -2037897 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2037910.250000 Penalty: 4833.209473
	Iteration 35Q: 3 clusters Score -2037910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2037929.250000 Penalty: 4833.209473
	Iteration 36Q: 3 clusters Score -2037929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2037944.250000 Penalty: 4833.209473
	Iteration 37Q: 3 clusters Score -2037944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2037951.000000 Penalty: 4833.209473
	Iteration 38Q: 3 clusters Score -2037951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2037962.125000 Penalty: 4833.209473
	Iteration 39Q: 3 clusters Score -2037962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2037964.750000 Penalty: 4833.209473
	Iteration 40F: 3 clusters Score -2037965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2037971.625000 Penalty: 4833.209473
	Iteration 41Q: 3 clusters Score -2037972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2037985.125000 Penalty: 4833.209473
	Iteration 42Q: 3 clusters Score -2037985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2037993.375000 Penalty: 4833.209473
	Iteration 43Q: 3 clusters Score -2037993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2038000.500000 Penalty: 4833.209473
	Iteration 44Q: 3 clusters Score -2038000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2038008.875000 Penalty: 4833.209473
	Iteration 45Q: 3 clusters Score -2038009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2038014.500000 Penalty: 4833.209473
	Iteration 46Q: 3 clusters Score -2038014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2038019.375000 Penalty: 4833.209473
	Iteration 47Q: 3 clusters Score -2038019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2038025.500000 Penalty: 4833.209473
	Iteration 48Q: 3 clusters Score -2038026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2038027.875000 Penalty: 4833.209473
	Iteration 49Q: 3 clusters Score -2038028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2038029.000000 Penalty: 4833.209473
	Iteration 50Q: 3 clusters Score -2038029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2038037.000000 Penalty: 4833.209473
	Iteration 51Q: 3 clusters Score -2038037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2038038.875000 Penalty: 4833.209473
	Iteration 52Q: 3 clusters Score -2038039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2038039.625000 Penalty: 4833.209473
	Iteration 53Q: 3 clusters Score -2038040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2038039.375000 Penalty: 4833.209473
	Iteration 54Q: 3 clusters Score -2038039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2038043.625000 Penalty: 4833.209473
	Iteration 55Q: 3 clusters Score -2038044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2038045.750000 Penalty: 4833.209473
	Iteration 56Q: 3 clusters Score -2038046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2038043.875000 Penalty: 4833.209473
	Iteration 57Q: 3 clusters Score -2038044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2038046.875000 Penalty: 4833.209473
	Iteration 58Q: 3 clusters Score -2038047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2038046.625000 Penalty: 4833.209473
	Iteration 59Q: 3 clusters Score -2038047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2038046.000000 Penalty: 4833.209473
	Iteration 60F: 3 clusters Score -2038046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2038046.625000 Penalty: 4833.209473
	Iteration 61Q: 3 clusters Score -2038047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2038046.875000 Penalty: 4833.209473
	Iteration 62Q: 3 clusters Score -2038047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2038049.375000 Penalty: 4833.209473
	Iteration 63Q: 3 clusters Score -2038049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2038048.750000 Penalty: 4833.209473
	Iteration 64Q: 3 clusters Score -2038049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2038048.750000 Penalty: 4833.209473
	Iteration 65F: 3 clusters Score -2038049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Entering Unmasked Estep 
Score: -270891.531250 Penalty: 1921.511108
	Iteration 0F: 2 clusters Score -270891.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -268103.281250 Penalty: 3843.022217
	Iteration 0F: 3 clusters Score -268103.3 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -268605.500000 Penalty: 3843.022217
	Iteration 1F: 3 clusters Score -268605.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -268771.937500 Penalty: 3843.022217
	Iteration 2F: 3 clusters Score -268771.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -268928.906250 Penalty: 3843.022217
	Iteration 3F: 3 clusters Score -268928.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -269175.843750 Penalty: 3843.022217
	Iteration 4F: 3 clusters Score -269175.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -269460.281250 Penalty: 3843.022217
	Iteration 5F: 3 clusters Score -269460.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -269732.125000 Penalty: 3843.022217
	Iteration 6F: 3 clusters Score -269732.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -269932.343750 Penalty: 3843.022217
	Iteration 7F: 3 clusters Score -269932.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -270023.906250 Penalty: 3843.022217
	Iteration 8Q: 3 clusters Score -270023.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -270074.843750 Penalty: 3843.022217
	Iteration 9Q: 3 clusters Score -270074.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -270110.062500 Penalty: 3843.022217
	Iteration 10Q: 3 clusters Score -270110.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -270130.875000 Penalty: 3843.022217
	Iteration 11Q: 3 clusters Score -270130.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -270146.875000 Penalty: 3843.022217
	Iteration 12Q: 3 clusters Score -270146.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -270154.312500 Penalty: 3843.022217
	Iteration 13Q: 3 clusters Score -270154.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -270159.718750 Penalty: 3843.022217
	Iteration 14Q: 3 clusters Score -270159.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -270163.000000 Penalty: 3843.022217
	Iteration 15Q: 3 clusters Score -270163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -270163.000000 Penalty: 3843.022217
	Iteration 16F: 3 clusters Score -270163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (26837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Entering Unmasked Estep 
Score: -3246958.750000 Penalty: 2528.989014
	Iteration 0F: 2 clusters Score -3246959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3228467.750000 Penalty: 5057.978027
	Iteration 0F: 3 clusters Score -3228468 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3234994.000000 Penalty: 5057.978027
	Iteration 1F: 3 clusters Score -3234994 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3235582.500000 Penalty: 5057.978027
	Iteration 2F: 3 clusters Score -3235582 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3236209.750000 Penalty: 5057.978027
	Iteration 3F: 3 clusters Score -3236210 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -3236958.500000 Penalty: 5057.978027
	Iteration 4F: 3 clusters Score -3236958 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -3237914.500000 Penalty: 5057.978027
	Iteration 5F: 3 clusters Score -3237914 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3239113.750000 Penalty: 5057.978027
	Iteration 6F: 3 clusters Score -3239114 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3240510.000000 Penalty: 5057.978027
	Iteration 7F: 3 clusters Score -3240510 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3241842.250000 Penalty: 5057.978027
	Iteration 8F: 3 clusters Score -3241842 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3242984.750000 Penalty: 5057.978027
	Iteration 9Q: 3 clusters Score -3242985 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3243956.000000 Penalty: 5057.978027
	Iteration 10Q: 3 clusters Score -3243956 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3244600.500000 Penalty: 5057.978027
	Iteration 11Q: 3 clusters Score -3244600 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3244964.500000 Penalty: 5057.978027
	Iteration 12Q: 3 clusters Score -3244964 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3245151.250000 Penalty: 5057.978027
	Iteration 13Q: 3 clusters Score -3245151 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3245263.000000 Penalty: 5057.978027
	Iteration 14Q: 3 clusters Score -3245263 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3245327.500000 Penalty: 5057.978027
	Iteration 15Q: 3 clusters Score -3245328 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3245361.500000 Penalty: 5057.978027
	Iteration 16Q: 3 clusters Score -3245362 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3245382.500000 Penalty: 5057.978027
	Iteration 17Q: 3 clusters Score -3245382 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3245396.750000 Penalty: 5057.978027
	Iteration 18Q: 3 clusters Score -3245397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3245400.250000 Penalty: 5057.978027
	Iteration 19Q: 3 clusters Score -3245400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3245414.750000 Penalty: 5057.978027
	Iteration 20F: 3 clusters Score -3245415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3245423.750000 Penalty: 5057.978027
	Iteration 21Q: 3 clusters Score -3245424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3245436.250000 Penalty: 5057.978027
	Iteration 22Q: 3 clusters Score -3245436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3245432.750000 Penalty: 5057.978027
	Iteration 23Q: 3 clusters Score -3245433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3245436.500000 Penalty: 5057.978027
	Iteration 24Q: 3 clusters Score -3245436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3245442.000000 Penalty: 5057.978027
	Iteration 25Q: 3 clusters Score -3245442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3245440.250000 Penalty: 5057.978027
	Iteration 26Q: 3 clusters Score -3245440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3245446.000000 Penalty: 5057.978027
	Iteration 27Q: 3 clusters Score -3245446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3245447.750000 Penalty: 5057.978027
	Iteration 28Q: 3 clusters Score -3245448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3245447.500000 Penalty: 5057.978027
	Iteration 29Q: 3 clusters Score -3245448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3245460.500000 Penalty: 5057.978027
	Iteration 30Q: 3 clusters Score -3245460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3245473.000000 Penalty: 5057.978027
	Iteration 31Q: 3 clusters Score -3245473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3245469.000000 Penalty: 5057.978027
	Iteration 32Q: 3 clusters Score -3245469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3245469.000000 Penalty: 5057.978027
	Iteration 33Q: 3 clusters Score -3245469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3245470.500000 Penalty: 5057.978027
	Iteration 34Q: 3 clusters Score -3245470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3245474.250000 Penalty: 5057.978027
	Iteration 35Q: 3 clusters Score -3245474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3245482.250000 Penalty: 5057.978027
	Iteration 36Q: 3 clusters Score -3245482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3245482.750000 Penalty: 5057.978027
	Iteration 37Q: 3 clusters Score -3245483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3245488.000000 Penalty: 5057.978027
	Iteration 38Q: 3 clusters Score -3245488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3245486.750000 Penalty: 5057.978027
	Iteration 39Q: 3 clusters Score -3245487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3245486.000000 Penalty: 5057.978027
	Iteration 40F: 3 clusters Score -3245486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3245483.500000 Penalty: 5057.978027
	Iteration 41Q: 3 clusters Score -3245484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3245483.500000 Penalty: 5057.978027
	Iteration 42Q: 3 clusters Score -3245484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3245484.000000 Penalty: 5057.978027
	Iteration 43Q: 3 clusters Score -3245484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3245483.750000 Penalty: 5057.978027
	Iteration 44Q: 3 clusters Score -3245484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3245486.000000 Penalty: 5057.978027
	Iteration 45Q: 3 clusters Score -3245486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3245484.500000 Penalty: 5057.978027
	Iteration 46Q: 3 clusters Score -3245484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3245482.500000 Penalty: 5057.978027
	Iteration 47Q: 3 clusters Score -3245482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3245482.000000 Penalty: 5057.978027
	Iteration 48Q: 3 clusters Score -3245482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3245484.750000 Penalty: 5057.978027
	Iteration 49Q: 3 clusters Score -3245485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3245483.750000 Penalty: 5057.978027
	Iteration 50Q: 3 clusters Score -3245484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3245485.250000 Penalty: 5057.978027
	Iteration 51Q: 3 clusters Score -3245485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3245485.250000 Penalty: 5057.978027
	Iteration 52F: 3 clusters Score -3245485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -234254.687500 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -234254.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -231682.578125 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -231682.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -232480.265625 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -232480.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -232906.031250 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -232906 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -233171.812500 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -233171.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -233314.750000 Penalty: 3778.896240
	Iteration 4F: 3 clusters Score -233314.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -233387.531250 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -233387.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -233434.031250 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -233434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -233456.656250 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -233456.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -233477.531250 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -233477.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -233501.921875 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -233501.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -233530.859375 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -233530.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -233557.718750 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -233557.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -233577.796875 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -233577.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -233596.578125 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -233596.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -233614.109375 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -233614.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -233635.296875 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -233635.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -233658.812500 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -233658.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -233690.500000 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -233690.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -233710.015625 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -233710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -233727.593750 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -233727.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -233742.437500 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -233742.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -233765.609375 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -233765.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -233780.484375 Penalty: 3778.896240
	Iteration 22Q: 3 clusters Score -233780.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -233795.140625 Penalty: 3778.896240
	Iteration 23Q: 3 clusters Score -233795.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -233806.421875 Penalty: 3778.896240
	Iteration 24Q: 3 clusters Score -233806.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -233816.437500 Penalty: 3778.896240
	Iteration 25Q: 3 clusters Score -233816.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -233823.953125 Penalty: 3778.896240
	Iteration 26Q: 3 clusters Score -233824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -233826.953125 Penalty: 3778.896240
	Iteration 27Q: 3 clusters Score -233827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -233829.109375 Penalty: 3778.896240
	Iteration 28Q: 3 clusters Score -233829.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -233831.671875 Penalty: 3778.896240
	Iteration 29Q: 3 clusters Score -233831.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -233834.125000 Penalty: 3778.896240
	Iteration 30Q: 3 clusters Score -233834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -233834.296875 Penalty: 3778.896240
	Iteration 31Q: 3 clusters Score -233834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -233835.171875 Penalty: 3778.896240
	Iteration 32Q: 3 clusters Score -233835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -233835.718750 Penalty: 3778.896240
	Iteration 33Q: 3 clusters Score -233835.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -233836.406250 Penalty: 3778.896240
	Iteration 34Q: 3 clusters Score -233836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -233836.406250 Penalty: 3778.896240
	Iteration 35F: 3 clusters Score -233836.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Entering Unmasked Estep 
Score: -721873.125000 Penalty: 2162.795654
	Iteration 0F: 2 clusters Score -721873.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -716607.625000 Penalty: 4325.591309
	Iteration 0F: 3 clusters Score -716607.6 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -717965.875000 Penalty: 4325.591309
	Iteration 1F: 3 clusters Score -717965.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -718240.250000 Penalty: 4325.591309
	Iteration 2F: 3 clusters Score -718240.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -718471.937500 Penalty: 4325.591309
	Iteration 3F: 3 clusters Score -718471.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -718801.375000 Penalty: 4325.591309
	Iteration 4Q: 3 clusters Score -718801.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -719203.750000 Penalty: 4325.591309
	Iteration 5F: 3 clusters Score -719203.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -719589.187500 Penalty: 4325.591309
	Iteration 6F: 3 clusters Score -719589.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -719938.250000 Penalty: 4325.591309
	Iteration 7F: 3 clusters Score -719938.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -720235.000000 Penalty: 4325.591309
	Iteration 8F: 3 clusters Score -720235 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -720539.375000 Penalty: 4325.591309
	Iteration 9F: 3 clusters Score -720539.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -720839.812500 Penalty: 4325.591309
	Iteration 10F: 3 clusters Score -720839.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -721084.875000 Penalty: 4325.591309
	Iteration 11Q: 3 clusters Score -721084.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -721316.000000 Penalty: 4325.591309
	Iteration 12Q: 3 clusters Score -721316 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -721540.625000 Penalty: 4325.591309
	Iteration 13Q: 3 clusters Score -721540.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -721781.437500 Penalty: 4325.591309
	Iteration 14Q: 3 clusters Score -721781.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -721949.687500 Penalty: 4325.591309
	Iteration 15Q: 3 clusters Score -721949.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -722024.562500 Penalty: 4325.591309
	Iteration 16Q: 3 clusters Score -722024.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -722045.875000 Penalty: 4325.591309
	Iteration 17Q: 3 clusters Score -722045.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -722054.562500 Penalty: 4325.591309
	Iteration 18Q: 3 clusters Score -722054.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -722060.187500 Penalty: 4325.591309
	Iteration 19Q: 3 clusters Score -722060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -722062.687500 Penalty: 4325.591309
	Iteration 20F: 3 clusters Score -722062.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -722061.187500 Penalty: 4325.591309
	Iteration 21Q: 3 clusters Score -722061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -722061.187500 Penalty: 4325.591309
	Iteration 22F: 3 clusters Score -722061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234352 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81282 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 134835 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14906 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95070 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 8475 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26837 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 1091 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91885 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Mstep: Class 85 contains 10115 members 
Mstep: Class 86 contains 5039 members 
Entering Unmasked Estep 
Score: -154536192.000000 Penalty: 300467.812500
Splitting cluster 41 changes total score from -154536352.000000 to -154536192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (40852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Entering Unmasked Estep 
Score: -5087231.000000 Penalty: 2633.192383
	Iteration 0F: 2 clusters Score -5087231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -5059625.000000 Penalty: 5266.384766
	Iteration 0F: 3 clusters Score -5059625 nChanged 18603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -5069624.500000 Penalty: 5266.384766
	Iteration 1F: 3 clusters Score -5069624 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -5070269.500000 Penalty: 5266.384766
	Iteration 2Q: 3 clusters Score -5070270 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -5071072.000000 Penalty: 5266.384766
	Iteration 3Q: 3 clusters Score -5071072 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -5072092.500000 Penalty: 5266.384766
	Iteration 4F: 3 clusters Score -5072092 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -5073581.000000 Penalty: 5266.384766
	Iteration 5F: 3 clusters Score -5073581 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -5075516.000000 Penalty: 5266.384766
	Iteration 6F: 3 clusters Score -5075516 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -5077592.000000 Penalty: 5266.384766
	Iteration 7F: 3 clusters Score -5077592 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -5079345.500000 Penalty: 5266.384766
	Iteration 8F: 3 clusters Score -5079346 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -5080724.000000 Penalty: 5266.384766
	Iteration 9F: 3 clusters Score -5080724 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -5081805.500000 Penalty: 5266.384766
	Iteration 10Q: 3 clusters Score -5081806 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -5082666.500000 Penalty: 5266.384766
	Iteration 11Q: 3 clusters Score -5082666 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5083327.500000 Penalty: 5266.384766
	Iteration 12Q: 3 clusters Score -5083328 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -5083835.500000 Penalty: 5266.384766
	Iteration 13Q: 3 clusters Score -5083836 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -5084171.000000 Penalty: 5266.384766
	Iteration 14Q: 3 clusters Score -5084171 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -5084405.000000 Penalty: 5266.384766
	Iteration 15Q: 3 clusters Score -5084405 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -5084586.500000 Penalty: 5266.384766
	Iteration 16Q: 3 clusters Score -5084586 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -5084696.000000 Penalty: 5266.384766
	Iteration 17Q: 3 clusters Score -5084696 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -5084757.000000 Penalty: 5266.384766
	Iteration 18Q: 3 clusters Score -5084757 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -5084814.000000 Penalty: 5266.384766
	Iteration 19Q: 3 clusters Score -5084814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -5084851.000000 Penalty: 5266.384766
	Iteration 20F: 3 clusters Score -5084851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -5084884.000000 Penalty: 5266.384766
	Iteration 21Q: 3 clusters Score -5084884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -5084908.000000 Penalty: 5266.384766
	Iteration 22Q: 3 clusters Score -5084908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5084916.500000 Penalty: 5266.384766
	Iteration 23Q: 3 clusters Score -5084916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -5084934.500000 Penalty: 5266.384766
	Iteration 24Q: 3 clusters Score -5084934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -5084942.000000 Penalty: 5266.384766
	Iteration 25Q: 3 clusters Score -5084942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -5084962.000000 Penalty: 5266.384766
	Iteration 26Q: 3 clusters Score -5084962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -5084975.500000 Penalty: 5266.384766
	Iteration 27Q: 3 clusters Score -5084976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -5084983.000000 Penalty: 5266.384766
	Iteration 28Q: 3 clusters Score -5084983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -5084983.500000 Penalty: 5266.384766
	Iteration 29Q: 3 clusters Score -5084984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -5084981.500000 Penalty: 5266.384766
	Iteration 30Q: 3 clusters Score -5084982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -5084992.500000 Penalty: 5266.384766
	Iteration 31Q: 3 clusters Score -5084992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -5084995.500000 Penalty: 5266.384766
	Iteration 32Q: 3 clusters Score -5084996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -5084999.500000 Penalty: 5266.384766
	Iteration 33Q: 3 clusters Score -5085000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -5085002.500000 Penalty: 5266.384766
	Iteration 34Q: 3 clusters Score -5085002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -5085005.000000 Penalty: 5266.384766
	Iteration 35Q: 3 clusters Score -5085005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -5085009.500000 Penalty: 5266.384766
	Iteration 36Q: 3 clusters Score -5085010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -5085010.500000 Penalty: 5266.384766
	Iteration 37Q: 3 clusters Score -5085010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -5085015.500000 Penalty: 5266.384766
	Iteration 38Q: 3 clusters Score -5085016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -5085018.500000 Penalty: 5266.384766
	Iteration 39Q: 3 clusters Score -5085018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -5085021.000000 Penalty: 5266.384766
	Iteration 40F: 3 clusters Score -5085021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5085019.000000 Penalty: 5266.384766
	Iteration 41Q: 3 clusters Score -5085019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -5085025.500000 Penalty: 5266.384766
	Iteration 42Q: 3 clusters Score -5085026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -5085021.500000 Penalty: 5266.384766
	Iteration 43Q: 3 clusters Score -5085022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -5085021.500000 Penalty: 5266.384766
	Iteration 44F: 3 clusters Score -5085022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -228711.781250 Penalty: 1800.086304
	Iteration 0F: 2 clusters Score -228711.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -226509.656250 Penalty: 3600.172607
	Iteration 0F: 3 clusters Score -226509.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -226981.765625 Penalty: 3600.172607
	Iteration 1F: 3 clusters Score -226981.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -227119.937500 Penalty: 3600.172607
	Iteration 2F: 3 clusters Score -227119.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -227207.187500 Penalty: 3600.172607
	Iteration 3Q: 3 clusters Score -227207.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -227266.921875 Penalty: 3600.172607
	Iteration 4Q: 3 clusters Score -227266.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -227337.046875 Penalty: 3600.172607
	Iteration 5Q: 3 clusters Score -227337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -227392.906250 Penalty: 3600.172607
	Iteration 6Q: 3 clusters Score -227392.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -227468.703125 Penalty: 3600.172607
	Iteration 7Q: 3 clusters Score -227468.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -227553.875000 Penalty: 3600.172607
	Iteration 8Q: 3 clusters Score -227553.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -227638.796875 Penalty: 3600.172607
	Iteration 9Q: 3 clusters Score -227638.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -227749.421875 Penalty: 3600.172607
	Iteration 10Q: 3 clusters Score -227749.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -227840.843750 Penalty: 3600.172607
	Iteration 11Q: 3 clusters Score -227840.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -227903.875000 Penalty: 3600.172607
	Iteration 12Q: 3 clusters Score -227903.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -227958.453125 Penalty: 3600.172607
	Iteration 13Q: 3 clusters Score -227958.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -227996.218750 Penalty: 3600.172607
	Iteration 14Q: 3 clusters Score -227996.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -228040.656250 Penalty: 3600.172607
	Iteration 15Q: 3 clusters Score -228040.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -228117.625000 Penalty: 3600.172607
	Iteration 16Q: 3 clusters Score -228117.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -228211.718750 Penalty: 3600.172607
	Iteration 17Q: 3 clusters Score -228211.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -228286.734375 Penalty: 3600.172607
	Iteration 18Q: 3 clusters Score -228286.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -228334.328125 Penalty: 3600.172607
	Iteration 19Q: 3 clusters Score -228334.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -228381.015625 Penalty: 3600.172607
	Iteration 20F: 3 clusters Score -228381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -228419.218750 Penalty: 3600.172607
	Iteration 21Q: 3 clusters Score -228419.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -228461.203125 Penalty: 3600.172607
	Iteration 22Q: 3 clusters Score -228461.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -228478.437500 Penalty: 3600.172607
	Iteration 23Q: 3 clusters Score -228478.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -228495.218750 Penalty: 3600.172607
	Iteration 24Q: 3 clusters Score -228495.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -228509.296875 Penalty: 3600.172607
	Iteration 25Q: 3 clusters Score -228509.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -228520.093750 Penalty: 3600.172607
	Iteration 26Q: 3 clusters Score -228520.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -228531.750000 Penalty: 3600.172607
	Iteration 27Q: 3 clusters Score -228531.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -228539.859375 Penalty: 3600.172607
	Iteration 28Q: 3 clusters Score -228539.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -228563.765625 Penalty: 3600.172607
	Iteration 29Q: 3 clusters Score -228563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -228600.828125 Penalty: 3600.172607
	Iteration 30Q: 3 clusters Score -228600.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -228753.343750 Penalty: 3600.172607
	Iteration 31Q: 3 clusters Score -228753.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -228818.593750 Penalty: 3600.172607
	Iteration 32Q: 3 clusters Score -228818.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -228841.171875 Penalty: 3600.172607
	Iteration 33Q: 3 clusters Score -228841.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -228852.968750 Penalty: 3600.172607
	Iteration 34Q: 3 clusters Score -228853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -228861.406250 Penalty: 3600.172607
	Iteration 35Q: 3 clusters Score -228861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -228878.671875 Penalty: 3600.172607
	Iteration 36Q: 3 clusters Score -228878.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -228914.906250 Penalty: 3600.172607
	Iteration 37Q: 3 clusters Score -228914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -228931.437500 Penalty: 3600.172607
	Iteration 38Q: 3 clusters Score -228931.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -228952.578125 Penalty: 3600.172607
	Iteration 39Q: 3 clusters Score -228952.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -228964.843750 Penalty: 3600.172607
	Iteration 40F: 3 clusters Score -228964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -228969.171875 Penalty: 3600.172607
	Iteration 41Q: 3 clusters Score -228969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -228970.781250 Penalty: 3600.172607
	Iteration 42Q: 3 clusters Score -228970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -228970.781250 Penalty: 3600.172607
	Iteration 43F: 3 clusters Score -228970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234352 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81282 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 134835 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14906 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95070 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 8475 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26837 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 337 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91885 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 4391 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Mstep: Class 85 contains 10115 members 
Mstep: Class 86 contains 1083 members 
Entering Unmasked Estep 
Score: -154536288.000000 Penalty: 300467.812500
Splitting cluster 43 changes total score from -154536352.000000 to -154536288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -25578.259766 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -25578.26 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 221 members 
Entering Unmasked Estep 
Score: -24321.705078 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -24321.71 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24447.833984 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -24447.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24505.794922 Penalty: 2968.032471
	Iteration 2Q: 3 clusters Score -24505.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24518.427734 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -24518.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24521.332031 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -24521.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24525.410156 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -24525.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24532.322266 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -24532.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24536.970703 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -24536.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24551.580078 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -24551.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24580.226562 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -24580.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24603.369141 Penalty: 2968.032471
	Iteration 10Q: 3 clusters Score -24603.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24637.076172 Penalty: 2968.032471
	Iteration 11Q: 3 clusters Score -24637.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24669.320312 Penalty: 2968.032471
	Iteration 12Q: 3 clusters Score -24669.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24701.021484 Penalty: 2968.032471
	Iteration 13Q: 3 clusters Score -24701.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24716.576172 Penalty: 2968.032471
	Iteration 14Q: 3 clusters Score -24716.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24719.296875 Penalty: 2968.032471
	Iteration 15Q: 3 clusters Score -24719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24720.128906 Penalty: 2968.032471
	Iteration 16Q: 3 clusters Score -24720.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24721.255859 Penalty: 2968.032471
	Iteration 17Q: 3 clusters Score -24721.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24723.554688 Penalty: 2968.032471
	Iteration 18Q: 3 clusters Score -24723.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24782.753906 Penalty: 2968.032471
	Iteration 19Q: 3 clusters Score -24782.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24800.923828 Penalty: 2968.032471
	Iteration 20F: 3 clusters Score -24800.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24840.605469 Penalty: 2968.032471
	Iteration 21Q: 3 clusters Score -24840.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24907.509766 Penalty: 2968.032471
	Iteration 22Q: 3 clusters Score -24907.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24917.673828 Penalty: 2968.032471
	Iteration 23Q: 3 clusters Score -24917.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24938.160156 Penalty: 2968.032471
	Iteration 24Q: 3 clusters Score -24938.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24944.404297 Penalty: 2968.032471
	Iteration 25Q: 3 clusters Score -24944.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24944.404297 Penalty: 2968.032471
	Iteration 26F: 3 clusters Score -24944.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Entering Unmasked Estep 
Score: -601516.437500 Penalty: 2119.787109
	Iteration 0F: 2 clusters Score -601516.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -596921.250000 Penalty: 4239.574219
	Iteration 0F: 3 clusters Score -596921.2 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -598078.812500 Penalty: 4239.574219
	Iteration 1F: 3 clusters Score -598078.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -598366.812500 Penalty: 4239.574219
	Iteration 2F: 3 clusters Score -598366.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -598594.000000 Penalty: 4239.574219
	Iteration 3F: 3 clusters Score -598594 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -598836.437500 Penalty: 4239.574219
	Iteration 4F: 3 clusters Score -598836.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -599025.375000 Penalty: 4239.574219
	Iteration 5F: 3 clusters Score -599025.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -599187.500000 Penalty: 4239.574219
	Iteration 6Q: 3 clusters Score -599187.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -599351.875000 Penalty: 4239.574219
	Iteration 7Q: 3 clusters Score -599351.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -599484.437500 Penalty: 4239.574219
	Iteration 8Q: 3 clusters Score -599484.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -599585.750000 Penalty: 4239.574219
	Iteration 9Q: 3 clusters Score -599585.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -599678.562500 Penalty: 4239.574219
	Iteration 10Q: 3 clusters Score -599678.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -599760.812500 Penalty: 4239.574219
	Iteration 11Q: 3 clusters Score -599760.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -599838.750000 Penalty: 4239.574219
	Iteration 12Q: 3 clusters Score -599838.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -599898.812500 Penalty: 4239.574219
	Iteration 13Q: 3 clusters Score -599898.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -599950.687500 Penalty: 4239.574219
	Iteration 14Q: 3 clusters Score -599950.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -599999.062500 Penalty: 4239.574219
	Iteration 15Q: 3 clusters Score -599999.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -600053.250000 Penalty: 4239.574219
	Iteration 16Q: 3 clusters Score -600053.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -600100.562500 Penalty: 4239.574219
	Iteration 17Q: 3 clusters Score -600100.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -600147.687500 Penalty: 4239.574219
	Iteration 18Q: 3 clusters Score -600147.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -600183.500000 Penalty: 4239.574219
	Iteration 19Q: 3 clusters Score -600183.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -600213.187500 Penalty: 4239.574219
	Iteration 20F: 3 clusters Score -600213.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -600234.625000 Penalty: 4239.574219
	Iteration 21Q: 3 clusters Score -600234.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -600247.312500 Penalty: 4239.574219
	Iteration 22Q: 3 clusters Score -600247.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -600258.500000 Penalty: 4239.574219
	Iteration 23Q: 3 clusters Score -600258.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -600266.937500 Penalty: 4239.574219
	Iteration 24Q: 3 clusters Score -600266.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -600275.250000 Penalty: 4239.574219
	Iteration 25Q: 3 clusters Score -600275.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -600283.812500 Penalty: 4239.574219
	Iteration 26Q: 3 clusters Score -600283.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -600295.812500 Penalty: 4239.574219
	Iteration 27Q: 3 clusters Score -600295.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -600306.500000 Penalty: 4239.574219
	Iteration 28Q: 3 clusters Score -600306.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -600315.062500 Penalty: 4239.574219
	Iteration 29Q: 3 clusters Score -600315.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -600322.437500 Penalty: 4239.574219
	Iteration 30Q: 3 clusters Score -600322.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -600327.750000 Penalty: 4239.574219
	Iteration 31Q: 3 clusters Score -600327.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -600334.812500 Penalty: 4239.574219
	Iteration 32Q: 3 clusters Score -600334.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -600336.437500 Penalty: 4239.574219
	Iteration 33Q: 3 clusters Score -600336.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -600339.062500 Penalty: 4239.574219
	Iteration 34Q: 3 clusters Score -600339.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -600341.625000 Penalty: 4239.574219
	Iteration 35Q: 3 clusters Score -600341.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -600342.375000 Penalty: 4239.574219
	Iteration 36Q: 3 clusters Score -600342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -600342.625000 Penalty: 4239.574219
	Iteration 37Q: 3 clusters Score -600342.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -600343.875000 Penalty: 4239.574219
	Iteration 38Q: 3 clusters Score -600343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -600344.062500 Penalty: 4239.574219
	Iteration 39Q: 3 clusters Score -600344.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -600343.375000 Penalty: 4239.574219
	Iteration 40F: 3 clusters Score -600343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -600345.187500 Penalty: 4239.574219
	Iteration 41Q: 3 clusters Score -600345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -600345.562500 Penalty: 4239.574219
	Iteration 42Q: 3 clusters Score -600345.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -600345.437500 Penalty: 4239.574219
	Iteration 43Q: 3 clusters Score -600345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -600346.562500 Penalty: 4239.574219
	Iteration 44Q: 3 clusters Score -600346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -600345.812500 Penalty: 4239.574219
	Iteration 45Q: 3 clusters Score -600345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -600346.250000 Penalty: 4239.574219
	Iteration 46Q: 3 clusters Score -600346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -600348.250000 Penalty: 4239.574219
	Iteration 47Q: 3 clusters Score -600348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -600347.875000 Penalty: 4239.574219
	Iteration 48Q: 3 clusters Score -600347.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -600347.875000 Penalty: 4239.574219
	Iteration 49F: 3 clusters Score -600347.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -66759.671875 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -66759.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65138.230469 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -65138.23 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65349.777344 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -65349.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65426.070312 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -65426.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -65496.464844 Penalty: 3204.112793
	Iteration 3Q: 3 clusters Score -65496.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -65642.234375 Penalty: 3204.112793
	Iteration 4F: 3 clusters Score -65642.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65754.054688 Penalty: 3204.112793
	Iteration 5F: 3 clusters Score -65754.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65828.406250 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -65828.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65849.257812 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -65849.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65856.679688 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -65856.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65856.679688 Penalty: 3204.112793
	Iteration 9F: 3 clusters Score -65856.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (30173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Entering Unmasked Estep 
Score: -3672643.750000 Penalty: 2558.046387
	Iteration 0F: 2 clusters Score -3672644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3652034.750000 Penalty: 5116.092773
	Iteration 0F: 3 clusters Score -3652035 nChanged 13562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3659389.500000 Penalty: 5116.092773
	Iteration 1F: 3 clusters Score -3659390 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -3659881.250000 Penalty: 5116.092773
	Iteration 2Q: 3 clusters Score -3659881 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3660352.500000 Penalty: 5116.092773
	Iteration 3Q: 3 clusters Score -3660352 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3660851.500000 Penalty: 5116.092773
	Iteration 4Q: 3 clusters Score -3660852 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3661414.500000 Penalty: 5116.092773
	Iteration 5Q: 3 clusters Score -3661414 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3662074.500000 Penalty: 5116.092773
	Iteration 6Q: 3 clusters Score -3662074 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -3662953.750000 Penalty: 5116.092773
	Iteration 7Q: 3 clusters Score -3662954 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3664041.750000 Penalty: 5116.092773
	Iteration 8F: 3 clusters Score -3664042 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3665302.750000 Penalty: 5116.092773
	Iteration 9F: 3 clusters Score -3665303 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3666634.250000 Penalty: 5116.092773
	Iteration 10F: 3 clusters Score -3666634 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -3667802.750000 Penalty: 5116.092773
	Iteration 11Q: 3 clusters Score -3667803 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3668831.750000 Penalty: 5116.092773
	Iteration 12Q: 3 clusters Score -3668832 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3669526.750000 Penalty: 5116.092773
	Iteration 13Q: 3 clusters Score -3669527 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -3669932.000000 Penalty: 5116.092773
	Iteration 14Q: 3 clusters Score -3669932 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -3670174.500000 Penalty: 5116.092773
	Iteration 15Q: 3 clusters Score -3670174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -3670303.500000 Penalty: 5116.092773
	Iteration 16Q: 3 clusters Score -3670304 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -3670373.750000 Penalty: 5116.092773
	Iteration 17Q: 3 clusters Score -3670374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3670397.000000 Penalty: 5116.092773
	Iteration 18Q: 3 clusters Score -3670397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -3670420.750000 Penalty: 5116.092773
	Iteration 19Q: 3 clusters Score -3670421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3670438.500000 Penalty: 5116.092773
	Iteration 20F: 3 clusters Score -3670438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -3670444.750000 Penalty: 5116.092773
	Iteration 21Q: 3 clusters Score -3670445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -3670456.250000 Penalty: 5116.092773
	Iteration 22Q: 3 clusters Score -3670456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3670463.500000 Penalty: 5116.092773
	Iteration 23Q: 3 clusters Score -3670464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3670469.750000 Penalty: 5116.092773
	Iteration 24Q: 3 clusters Score -3670470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3670476.000000 Penalty: 5116.092773
	Iteration 25Q: 3 clusters Score -3670476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3670478.000000 Penalty: 5116.092773
	Iteration 26Q: 3 clusters Score -3670478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3670479.250000 Penalty: 5116.092773
	Iteration 27Q: 3 clusters Score -3670479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -3670478.000000 Penalty: 5116.092773
	Iteration 28Q: 3 clusters Score -3670478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -3670478.000000 Penalty: 5116.092773
	Iteration 29F: 3 clusters Score -3670478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -198535.562500 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -198535.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -196428.812500 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -196428.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -196768.453125 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -196768.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -196872.812500 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -196872.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -196930.312500 Penalty: 3538.114746
	Iteration 3Q: 3 clusters Score -196930.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -196966.031250 Penalty: 3538.114746
	Iteration 4Q: 3 clusters Score -196966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -197006.062500 Penalty: 3538.114746
	Iteration 5Q: 3 clusters Score -197006.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -197038.125000 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -197038.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -197069.546875 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -197069.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -197099.046875 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -197099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -197115.984375 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -197116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -197127.921875 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -197127.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -197141.984375 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -197142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -197148.046875 Penalty: 3538.114746
	Iteration 12Q: 3 clusters Score -197148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -197152.046875 Penalty: 3538.114746
	Iteration 13Q: 3 clusters Score -197152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -197155.515625 Penalty: 3538.114746
	Iteration 14Q: 3 clusters Score -197155.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -197159.453125 Penalty: 3538.114746
	Iteration 15Q: 3 clusters Score -197159.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -197162.687500 Penalty: 3538.114746
	Iteration 16Q: 3 clusters Score -197162.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -197168.843750 Penalty: 3538.114746
	Iteration 17Q: 3 clusters Score -197168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -197170.859375 Penalty: 3538.114746
	Iteration 18Q: 3 clusters Score -197170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -197175.093750 Penalty: 3538.114746
	Iteration 19Q: 3 clusters Score -197175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -197176.515625 Penalty: 3538.114746
	Iteration 20F: 3 clusters Score -197176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -197177.984375 Penalty: 3538.114746
	Iteration 21Q: 3 clusters Score -197178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -197178.796875 Penalty: 3538.114746
	Iteration 22Q: 3 clusters Score -197178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -197181.687500 Penalty: 3538.114746
	Iteration 23Q: 3 clusters Score -197181.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -197182.906250 Penalty: 3538.114746
	Iteration 24Q: 3 clusters Score -197182.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -197182.906250 Penalty: 3538.114746
	Iteration 25F: 3 clusters Score -197182.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (17987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Entering Unmasked Estep 
Score: -2159572.500000 Penalty: 2429.756348
	Iteration 0F: 2 clusters Score -2159572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2146935.250000 Penalty: 4859.512695
	Iteration 0F: 3 clusters Score -2146935 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2151390.250000 Penalty: 4859.512695
	Iteration 1F: 3 clusters Score -2151390 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2152047.000000 Penalty: 4859.512695
	Iteration 2F: 3 clusters Score -2152047 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2152717.000000 Penalty: 4859.512695
	Iteration 3F: 3 clusters Score -2152717 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2153365.750000 Penalty: 4859.512695
	Iteration 4F: 3 clusters Score -2153366 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2153921.500000 Penalty: 4859.512695
	Iteration 5F: 3 clusters Score -2153922 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2154397.500000 Penalty: 4859.512695
	Iteration 6F: 3 clusters Score -2154398 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2154796.250000 Penalty: 4859.512695
	Iteration 7Q: 3 clusters Score -2154796 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2155127.000000 Penalty: 4859.512695
	Iteration 8Q: 3 clusters Score -2155127 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2155433.250000 Penalty: 4859.512695
	Iteration 9Q: 3 clusters Score -2155433 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2155706.250000 Penalty: 4859.512695
	Iteration 10Q: 3 clusters Score -2155706 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2155957.500000 Penalty: 4859.512695
	Iteration 11Q: 3 clusters Score -2155958 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2156151.250000 Penalty: 4859.512695
	Iteration 12Q: 3 clusters Score -2156151 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2156304.250000 Penalty: 4859.512695
	Iteration 13Q: 3 clusters Score -2156304 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2156423.750000 Penalty: 4859.512695
	Iteration 14Q: 3 clusters Score -2156424 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2156523.000000 Penalty: 4859.512695
	Iteration 15Q: 3 clusters Score -2156523 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2156594.000000 Penalty: 4859.512695
	Iteration 16Q: 3 clusters Score -2156594 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2156672.250000 Penalty: 4859.512695
	Iteration 17Q: 3 clusters Score -2156672 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2156739.000000 Penalty: 4859.512695
	Iteration 18Q: 3 clusters Score -2156739 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2156777.750000 Penalty: 4859.512695
	Iteration 19Q: 3 clusters Score -2156778 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2156818.500000 Penalty: 4859.512695
	Iteration 20F: 3 clusters Score -2156818 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2156838.750000 Penalty: 4859.512695
	Iteration 21Q: 3 clusters Score -2156839 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2156863.500000 Penalty: 4859.512695
	Iteration 22Q: 3 clusters Score -2156864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2156877.750000 Penalty: 4859.512695
	Iteration 23Q: 3 clusters Score -2156878 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2156888.250000 Penalty: 4859.512695
	Iteration 24Q: 3 clusters Score -2156888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2156905.000000 Penalty: 4859.512695
	Iteration 25Q: 3 clusters Score -2156905 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2156911.250000 Penalty: 4859.512695
	Iteration 26Q: 3 clusters Score -2156911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2156911.500000 Penalty: 4859.512695
	Iteration 27Q: 3 clusters Score -2156912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2156917.500000 Penalty: 4859.512695
	Iteration 28Q: 3 clusters Score -2156918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2156922.000000 Penalty: 4859.512695
	Iteration 29Q: 3 clusters Score -2156922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2156932.000000 Penalty: 4859.512695
	Iteration 30Q: 3 clusters Score -2156932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2156937.500000 Penalty: 4859.512695
	Iteration 31Q: 3 clusters Score -2156938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2156936.250000 Penalty: 4859.512695
	Iteration 32Q: 3 clusters Score -2156936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2156937.250000 Penalty: 4859.512695
	Iteration 33Q: 3 clusters Score -2156937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2156939.250000 Penalty: 4859.512695
	Iteration 34Q: 3 clusters Score -2156939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2156942.500000 Penalty: 4859.512695
	Iteration 35Q: 3 clusters Score -2156942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2156941.250000 Penalty: 4859.512695
	Iteration 36Q: 3 clusters Score -2156941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2156940.000000 Penalty: 4859.512695
	Iteration 37Q: 3 clusters Score -2156940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2156941.500000 Penalty: 4859.512695
	Iteration 38Q: 3 clusters Score -2156942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2156939.500000 Penalty: 4859.512695
	Iteration 39Q: 3 clusters Score -2156940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2156940.000000 Penalty: 4859.512695
	Iteration 40F: 3 clusters Score -2156940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2156942.250000 Penalty: 4859.512695
	Iteration 41Q: 3 clusters Score -2156942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2156943.750000 Penalty: 4859.512695
	Iteration 42Q: 3 clusters Score -2156944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2156941.250000 Penalty: 4859.512695
	Iteration 43Q: 3 clusters Score -2156941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2156941.250000 Penalty: 4859.512695
	Iteration 44F: 3 clusters Score -2156941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (91885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Entering Unmasked Estep 
Score: -11203400.000000 Penalty: 2834.216797
	Iteration 0F: 2 clusters Score -1.12034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -11141597.000000 Penalty: 5668.433594
	Iteration 0F: 3 clusters Score -1.11416e+07 nChanged 43568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -11166438.000000 Penalty: 5668.433594
	Iteration 1F: 3 clusters Score -1.116644e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -11167277.000000 Penalty: 5668.433594
	Iteration 2Q: 3 clusters Score -1.116728e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -11168223.000000 Penalty: 5668.433594
	Iteration 3Q: 3 clusters Score -1.116822e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -11169483.000000 Penalty: 5668.433594
	Iteration 4Q: 3 clusters Score -1.116948e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -11171142.000000 Penalty: 5668.433594
	Iteration 5Q: 3 clusters Score -1.117114e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -11173319.000000 Penalty: 5668.433594
	Iteration 6Q: 3 clusters Score -1.117332e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -11175902.000000 Penalty: 5668.433594
	Iteration 7F: 3 clusters Score -1.11759e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -11178470.000000 Penalty: 5668.433594
	Iteration 8F: 3 clusters Score -1.117847e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -11181034.000000 Penalty: 5668.433594
	Iteration 9F: 3 clusters Score -1.118103e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -11183109.000000 Penalty: 5668.433594
	Iteration 10Q: 3 clusters Score -1.118311e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -11185033.000000 Penalty: 5668.433594
	Iteration 11Q: 3 clusters Score -1.118503e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -11186830.000000 Penalty: 5668.433594
	Iteration 12Q: 3 clusters Score -1.118683e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -11188716.000000 Penalty: 5668.433594
	Iteration 13Q: 3 clusters Score -1.118872e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -11190591.000000 Penalty: 5668.433594
	Iteration 14Q: 3 clusters Score -1.119059e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -11192738.000000 Penalty: 5668.433594
	Iteration 15Q: 3 clusters Score -1.119274e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 78214 members 
Entering Unmasked Estep 
Score: -11194851.000000 Penalty: 5668.433594
	Iteration 16Q: 3 clusters Score -1.119485e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
Score: -11196690.000000 Penalty: 5668.433594
	Iteration 17Q: 3 clusters Score -1.119669e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -11198053.000000 Penalty: 5668.433594
	Iteration 18Q: 3 clusters Score -1.119805e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -11199045.000000 Penalty: 5668.433594
	Iteration 19Q: 3 clusters Score -1.119904e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -11199689.000000 Penalty: 5668.433594
	Iteration 20F: 3 clusters Score -1.119969e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 88103 members 
Entering Unmasked Estep 
Score: -11200148.000000 Penalty: 5668.433594
	Iteration 21Q: 3 clusters Score -1.120015e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -11200439.000000 Penalty: 5668.433594
	Iteration 22Q: 3 clusters Score -1.120044e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 89176 members 
Entering Unmasked Estep 
Score: -11200647.000000 Penalty: 5668.433594
	Iteration 23Q: 3 clusters Score -1.120065e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 89481 members 
Entering Unmasked Estep 
Score: -11200769.000000 Penalty: 5668.433594
	Iteration 24Q: 3 clusters Score -1.120077e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -11200866.000000 Penalty: 5668.433594
	Iteration 25Q: 3 clusters Score -1.120087e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
Score: -11200932.000000 Penalty: 5668.433594
	Iteration 26Q: 3 clusters Score -1.120093e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 89984 members 
Entering Unmasked Estep 
Score: -11200981.000000 Penalty: 5668.433594
	Iteration 27Q: 3 clusters Score -1.120098e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 90076 members 
Entering Unmasked Estep 
Score: -11201025.000000 Penalty: 5668.433594
	Iteration 28Q: 3 clusters Score -1.120102e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 90147 members 
Entering Unmasked Estep 
Score: -11201043.000000 Penalty: 5668.433594
	Iteration 29Q: 3 clusters Score -1.120104e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -11201071.000000 Penalty: 5668.433594
	Iteration 30Q: 3 clusters Score -1.120107e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 90262 members 
Entering Unmasked Estep 
Score: -11201092.000000 Penalty: 5668.433594
	Iteration 31Q: 3 clusters Score -1.120109e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 90290 members 
Entering Unmasked Estep 
Score: -11201093.000000 Penalty: 5668.433594
	Iteration 32Q: 3 clusters Score -1.120109e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 90316 members 
Entering Unmasked Estep 
Score: -11201105.000000 Penalty: 5668.433594
	Iteration 33Q: 3 clusters Score -1.12011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -11201107.000000 Penalty: 5668.433594
	Iteration 34Q: 3 clusters Score -1.120111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 90339 members 
Entering Unmasked Estep 
Score: -11201111.000000 Penalty: 5668.433594
	Iteration 35Q: 3 clusters Score -1.120111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 90353 members 
Entering Unmasked Estep 
Score: -11201103.000000 Penalty: 5668.433594
	Iteration 36Q: 3 clusters Score -1.12011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -11201117.000000 Penalty: 5668.433594
	Iteration 37Q: 3 clusters Score -1.120112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -11201126.000000 Penalty: 5668.433594
	Iteration 38Q: 3 clusters Score -1.120113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -11201117.000000 Penalty: 5668.433594
	Iteration 39Q: 3 clusters Score -1.120112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 90408 members 
Entering Unmasked Estep 
Score: -11201144.000000 Penalty: 5668.433594
	Iteration 40F: 3 clusters Score -1.120114e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 90427 members 
Entering Unmasked Estep 
Score: -11201147.000000 Penalty: 5668.433594
	Iteration 41Q: 3 clusters Score -1.120115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 90449 members 
Entering Unmasked Estep 
Score: -11201154.000000 Penalty: 5668.433594
	Iteration 42Q: 3 clusters Score -1.120115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -11201166.000000 Penalty: 5668.433594
	Iteration 43Q: 3 clusters Score -1.120117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 90493 members 
Entering Unmasked Estep 
Score: -11201174.000000 Penalty: 5668.433594
	Iteration 44Q: 3 clusters Score -1.120117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 90504 members 
Entering Unmasked Estep 
Score: -11201183.000000 Penalty: 5668.433594
	Iteration 45Q: 3 clusters Score -1.120118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 90512 members 
Entering Unmasked Estep 
Score: -11201189.000000 Penalty: 5668.433594
	Iteration 46Q: 3 clusters Score -1.120119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -11201175.000000 Penalty: 5668.433594
	Iteration 47Q: 3 clusters Score -1.120118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -11201184.000000 Penalty: 5668.433594
	Iteration 48Q: 3 clusters Score -1.120118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 90525 members 
Entering Unmasked Estep 
Score: -11201194.000000 Penalty: 5668.433594
	Iteration 49Q: 3 clusters Score -1.120119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 90527 members 
Entering Unmasked Estep 
Score: -11201192.000000 Penalty: 5668.433594
	Iteration 50Q: 3 clusters Score -1.120119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 90531 members 
Entering Unmasked Estep 
Score: -11201198.000000 Penalty: 5668.433594
	Iteration 51Q: 3 clusters Score -1.12012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 90532 members 
Entering Unmasked Estep 
Score: -11201203.000000 Penalty: 5668.433594
	Iteration 52Q: 3 clusters Score -1.12012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 90533 members 
Entering Unmasked Estep 
Score: -11201200.000000 Penalty: 5668.433594
	Iteration 53Q: 3 clusters Score -1.12012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 90537 members 
Entering Unmasked Estep 
Score: -11201198.000000 Penalty: 5668.433594
	Iteration 54Q: 3 clusters Score -1.12012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -11201200.000000 Penalty: 5668.433594
	Iteration 55Q: 3 clusters Score -1.12012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -11201200.000000 Penalty: 5668.433594
	Iteration 56Q: 3 clusters Score -1.12012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 90547 members 
Entering Unmasked Estep 
Score: -11201200.000000 Penalty: 5668.433594
	Iteration 57Q: 3 clusters Score -1.12012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 90549 members 
Entering Unmasked Estep 
Score: -11201196.000000 Penalty: 5668.433594
	Iteration 58Q: 3 clusters Score -1.12012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
Score: -11201200.000000 Penalty: 5668.433594
	Iteration 59Q: 3 clusters Score -1.12012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
Score: -11201195.000000 Penalty: 5668.433594
	Iteration 60F: 3 clusters Score -1.12012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 90557 members 
Entering Unmasked Estep 
Score: -11201207.000000 Penalty: 5668.433594
	Iteration 61Q: 3 clusters Score -1.120121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 90562 members 
Entering Unmasked Estep 
Score: -11201210.000000 Penalty: 5668.433594
	Iteration 62Q: 3 clusters Score -1.120121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 90564 members 
Entering Unmasked Estep 
Score: -11201217.000000 Penalty: 5668.433594
	Iteration 63Q: 3 clusters Score -1.120122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -11201218.000000 Penalty: 5668.433594
	Iteration 64Q: 3 clusters Score -1.120122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -11201214.000000 Penalty: 5668.433594
	Iteration 65Q: 3 clusters Score -1.120121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -11201211.000000 Penalty: 5668.433594
	Iteration 66Q: 3 clusters Score -1.120121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -11201218.000000 Penalty: 5668.433594
	Iteration 67Q: 3 clusters Score -1.120122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 90569 members 
Entering Unmasked Estep 
Score: -11201223.000000 Penalty: 5668.433594
	Iteration 68Q: 3 clusters Score -1.120122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 90571 members 
Entering Unmasked Estep 
Score: -11201219.000000 Penalty: 5668.433594
	Iteration 69Q: 3 clusters Score -1.120122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
Score: -11201220.000000 Penalty: 5668.433594
	Iteration 70Q: 3 clusters Score -1.120122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 90573 members 
Entering Unmasked Estep 
Score: -11201223.000000 Penalty: 5668.433594
	Iteration 71Q: 3 clusters Score -1.120122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 90573 members 
Entering Unmasked Estep 
Score: -11201222.000000 Penalty: 5668.433594
	Iteration 72Q: 3 clusters Score -1.120122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -11201230.000000 Penalty: 5668.433594
	Iteration 73Q: 3 clusters Score -1.120123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 90575 members 
Entering Unmasked Estep 
Score: -11201230.000000 Penalty: 5668.433594
	Iteration 74Q: 3 clusters Score -1.120123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 90575 members 
Entering Unmasked Estep 
Score: -11201224.000000 Penalty: 5668.433594
	Iteration 75Q: 3 clusters Score -1.120122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -11201230.000000 Penalty: 5668.433594
	Iteration 76Q: 3 clusters Score -1.120123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -11201224.000000 Penalty: 5668.433594
	Iteration 77Q: 3 clusters Score -1.120122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 90581 members 
Entering Unmasked Estep 
Score: -11201224.000000 Penalty: 5668.433594
	Iteration 78Q: 3 clusters Score -1.120122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -11201227.000000 Penalty: 5668.433594
	Iteration 79Q: 3 clusters Score -1.120123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -11201235.000000 Penalty: 5668.433594
	Iteration 80F: 3 clusters Score -1.120124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 90585 members 
Entering Unmasked Estep 
Score: -11201228.000000 Penalty: 5668.433594
	Iteration 81Q: 3 clusters Score -1.120123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 90586 members 
Entering Unmasked Estep 
Score: -11201234.000000 Penalty: 5668.433594
	Iteration 82Q: 3 clusters Score -1.120123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 90586 members 
Entering Unmasked Estep 
Score: -11201231.000000 Penalty: 5668.433594
	Iteration 83Q: 3 clusters Score -1.120123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -11201231.000000 Penalty: 5668.433594
	Iteration 84Q: 3 clusters Score -1.120123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -11201230.000000 Penalty: 5668.433594
	Iteration 85Q: 3 clusters Score -1.120123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 90588 members 
Entering Unmasked Estep 
Score: -11201233.000000 Penalty: 5668.433594
	Iteration 86Q: 3 clusters Score -1.120123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 90589 members 
Entering Unmasked Estep 
Score: -11201233.000000 Penalty: 5668.433594
	Iteration 87Q: 3 clusters Score -1.120123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 90589 members 
Entering Unmasked Estep 
Score: -11201233.000000 Penalty: 5668.433594
	Iteration 88F: 3 clusters Score -1.120123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Entering Unmasked Estep 
Score: -555001.125000 Penalty: 2097.235107
	Iteration 0F: 2 clusters Score -555001.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -550646.250000 Penalty: 4194.470215
	Iteration 0F: 3 clusters Score -550646.2 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -551636.500000 Penalty: 4194.470215
	Iteration 1F: 3 clusters Score -551636.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -551867.062500 Penalty: 4194.470215
	Iteration 2F: 3 clusters Score -551867.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -552059.750000 Penalty: 4194.470215
	Iteration 3F: 3 clusters Score -552059.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -552238.125000 Penalty: 4194.470215
	Iteration 4Q: 3 clusters Score -552238.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -552368.187500 Penalty: 4194.470215
	Iteration 5Q: 3 clusters Score -552368.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -552474.750000 Penalty: 4194.470215
	Iteration 6Q: 3 clusters Score -552474.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -552555.187500 Penalty: 4194.470215
	Iteration 7Q: 3 clusters Score -552555.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -552650.062500 Penalty: 4194.470215
	Iteration 8Q: 3 clusters Score -552650.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -552749.375000 Penalty: 4194.470215
	Iteration 9Q: 3 clusters Score -552749.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -552824.437500 Penalty: 4194.470215
	Iteration 10Q: 3 clusters Score -552824.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -552873.875000 Penalty: 4194.470215
	Iteration 11Q: 3 clusters Score -552873.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -552905.937500 Penalty: 4194.470215
	Iteration 12Q: 3 clusters Score -552905.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -552922.687500 Penalty: 4194.470215
	Iteration 13Q: 3 clusters Score -552922.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -552936.312500 Penalty: 4194.470215
	Iteration 14Q: 3 clusters Score -552936.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -552951.187500 Penalty: 4194.470215
	Iteration 15Q: 3 clusters Score -552951.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -552962.812500 Penalty: 4194.470215
	Iteration 16Q: 3 clusters Score -552962.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -552976.000000 Penalty: 4194.470215
	Iteration 17Q: 3 clusters Score -552976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -552985.375000 Penalty: 4194.470215
	Iteration 18Q: 3 clusters Score -552985.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -552994.312500 Penalty: 4194.470215
	Iteration 19Q: 3 clusters Score -552994.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -553000.312500 Penalty: 4194.470215
	Iteration 20F: 3 clusters Score -553000.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -553009.375000 Penalty: 4194.470215
	Iteration 21Q: 3 clusters Score -553009.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -553018.750000 Penalty: 4194.470215
	Iteration 22Q: 3 clusters Score -553018.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -553030.062500 Penalty: 4194.470215
	Iteration 23Q: 3 clusters Score -553030.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -553045.062500 Penalty: 4194.470215
	Iteration 24Q: 3 clusters Score -553045.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -553065.875000 Penalty: 4194.470215
	Iteration 25Q: 3 clusters Score -553065.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -553091.812500 Penalty: 4194.470215
	Iteration 26Q: 3 clusters Score -553091.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -553128.312500 Penalty: 4194.470215
	Iteration 27Q: 3 clusters Score -553128.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -553168.500000 Penalty: 4194.470215
	Iteration 28Q: 3 clusters Score -553168.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -553203.125000 Penalty: 4194.470215
	Iteration 29Q: 3 clusters Score -553203.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -553241.437500 Penalty: 4194.470215
	Iteration 30Q: 3 clusters Score -553241.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -553281.062500 Penalty: 4194.470215
	Iteration 31Q: 3 clusters Score -553281.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -553314.687500 Penalty: 4194.470215
	Iteration 32Q: 3 clusters Score -553314.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -553342.000000 Penalty: 4194.470215
	Iteration 33Q: 3 clusters Score -553342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -553356.812500 Penalty: 4194.470215
	Iteration 34Q: 3 clusters Score -553356.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -553373.125000 Penalty: 4194.470215
	Iteration 35Q: 3 clusters Score -553373.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -553382.375000 Penalty: 4194.470215
	Iteration 36Q: 3 clusters Score -553382.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -553391.875000 Penalty: 4194.470215
	Iteration 37Q: 3 clusters Score -553391.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -553397.500000 Penalty: 4194.470215
	Iteration 38Q: 3 clusters Score -553397.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -553407.125000 Penalty: 4194.470215
	Iteration 39Q: 3 clusters Score -553407.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -553411.437500 Penalty: 4194.470215
	Iteration 40F: 3 clusters Score -553411.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -553415.687500 Penalty: 4194.470215
	Iteration 41Q: 3 clusters Score -553415.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -553420.312500 Penalty: 4194.470215
	Iteration 42Q: 3 clusters Score -553420.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -553424.812500 Penalty: 4194.470215
	Iteration 43Q: 3 clusters Score -553424.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -553428.625000 Penalty: 4194.470215
	Iteration 44Q: 3 clusters Score -553428.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -553432.562500 Penalty: 4194.470215
	Iteration 45Q: 3 clusters Score -553432.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -553436.250000 Penalty: 4194.470215
	Iteration 46Q: 3 clusters Score -553436.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -553439.937500 Penalty: 4194.470215
	Iteration 47Q: 3 clusters Score -553439.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -553442.562500 Penalty: 4194.470215
	Iteration 48Q: 3 clusters Score -553442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -553445.187500 Penalty: 4194.470215
	Iteration 49Q: 3 clusters Score -553445.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -553446.250000 Penalty: 4194.470215
	Iteration 50Q: 3 clusters Score -553446.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -553447.000000 Penalty: 4194.470215
	Iteration 51Q: 3 clusters Score -553447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -553448.625000 Penalty: 4194.470215
	Iteration 52Q: 3 clusters Score -553448.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -553449.812500 Penalty: 4194.470215
	Iteration 53Q: 3 clusters Score -553449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -553451.437500 Penalty: 4194.470215
	Iteration 54Q: 3 clusters Score -553451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -553451.375000 Penalty: 4194.470215
	Iteration 55Q: 3 clusters Score -553451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -553452.875000 Penalty: 4194.470215
	Iteration 56Q: 3 clusters Score -553452.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -553453.375000 Penalty: 4194.470215
	Iteration 57Q: 3 clusters Score -553453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -553453.937500 Penalty: 4194.470215
	Iteration 58Q: 3 clusters Score -553453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -553453.687500 Penalty: 4194.470215
	Iteration 59Q: 3 clusters Score -553453.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -553453.312500 Penalty: 4194.470215
	Iteration 60F: 3 clusters Score -553453.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -553454.750000 Penalty: 4194.470215
	Iteration 61Q: 3 clusters Score -553454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -553454.875000 Penalty: 4194.470215
	Iteration 62Q: 3 clusters Score -553454.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -553455.562500 Penalty: 4194.470215
	Iteration 63Q: 3 clusters Score -553455.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -553455.562500 Penalty: 4194.470215
	Iteration 64Q: 3 clusters Score -553455.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -553455.750000 Penalty: 4194.470215
	Iteration 65Q: 3 clusters Score -553455.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -553455.750000 Penalty: 4194.470215
	Iteration 66F: 3 clusters Score -553455.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -511722.906250 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -511722.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -507520.125000 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -507520.1 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -508674.562500 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -508674.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -509188.906250 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -509188.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -509688.656250 Penalty: 4160.106934
	Iteration 3F: 3 clusters Score -509688.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -510360.218750 Penalty: 4160.106934
	Iteration 4F: 3 clusters Score -510360.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -511033.968750 Penalty: 4160.106934
	Iteration 5F: 3 clusters Score -511034 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -511350.625000 Penalty: 4160.106934
	Iteration 6F: 3 clusters Score -511350.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -511448.875000 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -511448.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -511488.812500 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -511488.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -511512.343750 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -511512.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -511527.500000 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -511527.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -511536.437500 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -511536.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -511545.437500 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -511545.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -511553.718750 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -511553.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -511556.406250 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -511556.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -511559.531250 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -511559.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -511567.781250 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -511567.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -511574.968750 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -511575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -511587.000000 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -511587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -511601.531250 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -511601.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -511622.687500 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -511622.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -511646.750000 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -511646.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -511665.593750 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -511665.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -511683.437500 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -511683.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -511701.218750 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -511701.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -511714.718750 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -511714.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -511726.062500 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -511726.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -511735.968750 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -511736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -511742.812500 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -511742.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -511747.812500 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -511747.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -511753.343750 Penalty: 4160.106934
	Iteration 30Q: 3 clusters Score -511753.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -511758.500000 Penalty: 4160.106934
	Iteration 31Q: 3 clusters Score -511758.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -511772.593750 Penalty: 4160.106934
	Iteration 32Q: 3 clusters Score -511772.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -511783.062500 Penalty: 4160.106934
	Iteration 33Q: 3 clusters Score -511783.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -511790.625000 Penalty: 4160.106934
	Iteration 34Q: 3 clusters Score -511790.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -511798.250000 Penalty: 4160.106934
	Iteration 35Q: 3 clusters Score -511798.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -511809.156250 Penalty: 4160.106934
	Iteration 36Q: 3 clusters Score -511809.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -511819.562500 Penalty: 4160.106934
	Iteration 37Q: 3 clusters Score -511819.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -511833.312500 Penalty: 4160.106934
	Iteration 38Q: 3 clusters Score -511833.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -511854.781250 Penalty: 4160.106934
	Iteration 39Q: 3 clusters Score -511854.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -511888.781250 Penalty: 4160.106934
	Iteration 40F: 3 clusters Score -511888.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -511946.781250 Penalty: 4160.106934
	Iteration 41Q: 3 clusters Score -511946.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -512044.093750 Penalty: 4160.106934
	Iteration 42Q: 3 clusters Score -512044.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -512267.437500 Penalty: 4160.106934
	Iteration 43Q: 3 clusters Score -512267.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -512461.187500 Penalty: 4160.106934
	Iteration 44Q: 3 clusters Score -512461.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -512535.906250 Penalty: 4160.106934
	Iteration 45Q: 3 clusters Score -512535.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -512587.218750 Penalty: 4160.106934
	Iteration 46Q: 3 clusters Score -512587.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -512599.656250 Penalty: 4160.106934
	Iteration 47Q: 3 clusters Score -512599.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -512601.250000 Penalty: 4160.106934
	Iteration 48Q: 3 clusters Score -512601.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -512603.656250 Penalty: 4160.106934
	Iteration 49Q: 3 clusters Score -512603.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -512605.406250 Penalty: 4160.106934
	Iteration 50Q: 3 clusters Score -512605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -512605.718750 Penalty: 4160.106934
	Iteration 51Q: 3 clusters Score -512605.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -512606.968750 Penalty: 4160.106934
	Iteration 52Q: 3 clusters Score -512607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -512607.718750 Penalty: 4160.106934
	Iteration 53Q: 3 clusters Score -512607.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -512607.906250 Penalty: 4160.106934
	Iteration 54Q: 3 clusters Score -512607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -512607.625000 Penalty: 4160.106934
	Iteration 55Q: 3 clusters Score -512607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -512608.843750 Penalty: 4160.106934
	Iteration 56F: 3 clusters Score -512608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -512609.656250 Penalty: 4160.106934
	Iteration 57Q: 3 clusters Score -512609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -512609.656250 Penalty: 4160.106934
	Iteration 58F: 3 clusters Score -512609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5218 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 234352 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 3952 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 81282 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 134835 members 
Mstep: Class 19 contains 6422 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 8000 members 
Mstep: Class 22 contains 14906 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 4871 members 
Mstep: Class 28 contains 95070 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 8475 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 267 members 
Mstep: Class 34 contains 10225 members 
Mstep: Class 35 contains 41117 members 
Mstep: Class 36 contains 92055 members 
Mstep: Class 37 contains 17058 members 
Mstep: Class 38 contains 2317 members 
Mstep: Class 39 contains 26837 members 
Mstep: Class 40 contains 2036 members 
Mstep: Class 41 contains 6130 members 
Mstep: Class 42 contains 40852 members 
Mstep: Class 43 contains 1420 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 5154 members 
Mstep: Class 46 contains 639 members 
Mstep: Class 47 contains 30173 members 
Mstep: Class 48 contains 1253 members 
Mstep: Class 49 contains 17987 members 
Mstep: Class 50 contains 91885 members 
Mstep: Class 51 contains 4706 members 
Mstep: Class 52 contains 1801 members 
Mstep: Class 53 contains 6053 members 
Mstep: Class 54 contains 2453 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 15691 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 3012 members 
Mstep: Class 60 contains 468 members 
Mstep: Class 61 contains 10693 members 
Mstep: Class 62 contains 7163 members 
Mstep: Class 63 contains 5638 members 
Mstep: Class 64 contains 24073 members 
Mstep: Class 65 contains 8232 members 
Mstep: Class 66 contains 10457 members 
Mstep: Class 67 contains 364 members 
Mstep: Class 68 contains 866 members 
Mstep: Class 69 contains 12819 members 
Mstep: Class 70 contains 2204 members 
Mstep: Class 71 contains 10725 members 
Mstep: Class 72 contains 1320 members 
Mstep: Class 73 contains 4231 members 
Mstep: Class 74 contains 2059 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 3426 members 
Mstep: Class 77 contains 5875 members 
Mstep: Class 78 contains 12175 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 660 members 
Mstep: Class 81 contains 747 members 
Mstep: Class 82 contains 4985 members 
Mstep: Class 83 contains 3764 members 
Mstep: Class 84 contains 848 members 
Mstep: Class 85 contains 10115 members 
Mstep: Class 86 contains 2590 members 
Entering Unmasked Estep 
Score: -154537056.000000 Penalty: 300467.812500
Splitting cluster 52 changes total score from -154536352.000000 to -154537056.000000
So it's getting split into cluster 86.
Entering ConstructFrom: 
Trying to split cluster 53 (6053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Entering Unmasked Estep 
Score: -635182.812500 Penalty: 2159.660645
	Iteration 0F: 2 clusters Score -635182.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -630062.062500 Penalty: 4319.321289
	Iteration 0F: 3 clusters Score -630062.1 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -631655.437500 Penalty: 4319.321289
	Iteration 1F: 3 clusters Score -631655.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -632279.625000 Penalty: 4319.321289
	Iteration 2F: 3 clusters Score -632279.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -632855.562500 Penalty: 4319.321289
	Iteration 3F: 3 clusters Score -632855.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -633204.437500 Penalty: 4319.321289
	Iteration 4F: 3 clusters Score -633204.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -633405.000000 Penalty: 4319.321289
	Iteration 5Q: 3 clusters Score -633405 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -633564.000000 Penalty: 4319.321289
	Iteration 6Q: 3 clusters Score -633564 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -633674.812500 Penalty: 4319.321289
	Iteration 7Q: 3 clusters Score -633674.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -633751.812500 Penalty: 4319.321289
	Iteration 8Q: 3 clusters Score -633751.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -633816.500000 Penalty: 4319.321289
	Iteration 9Q: 3 clusters Score -633816.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -633868.937500 Penalty: 4319.321289
	Iteration 10Q: 3 clusters Score -633868.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -633920.000000 Penalty: 4319.321289
	Iteration 11Q: 3 clusters Score -633920 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -633950.312500 Penalty: 4319.321289
	Iteration 12Q: 3 clusters Score -633950.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -633981.500000 Penalty: 4319.321289
	Iteration 13Q: 3 clusters Score -633981.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -634004.187500 Penalty: 4319.321289
	Iteration 14Q: 3 clusters Score -634004.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -634022.812500 Penalty: 4319.321289
	Iteration 15Q: 3 clusters Score -634022.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -634034.812500 Penalty: 4319.321289
	Iteration 16Q: 3 clusters Score -634034.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -634041.125000 Penalty: 4319.321289
	Iteration 17Q: 3 clusters Score -634041.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -634055.250000 Penalty: 4319.321289
	Iteration 18Q: 3 clusters Score -634055.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -634063.187500 Penalty: 4319.321289
	Iteration 19Q: 3 clusters Score -634063.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -634073.937500 Penalty: 4319.321289
	Iteration 20F: 3 clusters Score -634073.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -634082.250000 Penalty: 4319.321289
	Iteration 21Q: 3 clusters Score -634082.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -634090.625000 Penalty: 4319.321289
	Iteration 22Q: 3 clusters Score -634090.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -634098.250000 Penalty: 4319.321289
	Iteration 23Q: 3 clusters Score -634098.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -634106.937500 Penalty: 4319.321289
	Iteration 24Q: 3 clusters Score -634106.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -634114.125000 Penalty: 4319.321289
	Iteration 25Q: 3 clusters Score -634114.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -634121.875000 Penalty: 4319.321289
	Iteration 26Q: 3 clusters Score -634121.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -634125.375000 Penalty: 4319.321289
	Iteration 27Q: 3 clusters Score -634125.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -634129.625000 Penalty: 4319.321289
	Iteration 28Q: 3 clusters Score -634129.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -634135.125000 Penalty: 4319.321289
	Iteration 29Q: 3 clusters Score -634135.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -634137.562500 Penalty: 4319.321289
	Iteration 30Q: 3 clusters Score -634137.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -634139.937500 Penalty: 4319.321289
	Iteration 31Q: 3 clusters Score -634139.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -634146.000000 Penalty: 4319.321289
	Iteration 32Q: 3 clusters Score -634146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -634150.375000 Penalty: 4319.321289
	Iteration 33Q: 3 clusters Score -634150.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -634158.187500 Penalty: 4319.321289
	Iteration 34Q: 3 clusters Score -634158.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -634164.625000 Penalty: 4319.321289
	Iteration 35Q: 3 clusters Score -634164.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -634169.312500 Penalty: 4319.321289
	Iteration 36Q: 3 clusters Score -634169.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -634175.250000 Penalty: 4319.321289
	Iteration 37Q: 3 clusters Score -634175.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -634181.000000 Penalty: 4319.321289
	Iteration 38Q: 3 clusters Score -634181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -634184.500000 Penalty: 4319.321289
	Iteration 39Q: 3 clusters Score -634184.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -634187.937500 Penalty: 4319.321289
	Iteration 40F: 3 clusters Score -634187.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -634195.750000 Penalty: 4319.321289
	Iteration 41Q: 3 clusters Score -634195.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -634203.625000 Penalty: 4319.321289
	Iteration 42Q: 3 clusters Score -634203.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -634208.937500 Penalty: 4319.321289
	Iteration 43Q: 3 clusters Score -634208.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -634214.312500 Penalty: 4319.321289
	Iteration 44Q: 3 clusters Score -634214.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -634218.750000 Penalty: 4319.321289
	Iteration 45Q: 3 clusters Score -634218.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -634224.375000 Penalty: 4319.321289
	Iteration 46Q: 3 clusters Score -634224.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -634232.312500 Penalty: 4319.321289
	Iteration 47Q: 3 clusters Score -634232.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -634236.312500 Penalty: 4319.321289
	Iteration 48Q: 3 clusters Score -634236.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -634243.937500 Penalty: 4319.321289
	Iteration 49Q: 3 clusters Score -634243.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -634247.062500 Penalty: 4319.321289
	Iteration 50Q: 3 clusters Score -634247.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -634250.312500 Penalty: 4319.321289
	Iteration 51Q: 3 clusters Score -634250.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -634254.125000 Penalty: 4319.321289
	Iteration 52Q: 3 clusters Score -634254.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -634260.187500 Penalty: 4319.321289
	Iteration 53Q: 3 clusters Score -634260.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -634264.937500 Penalty: 4319.321289
	Iteration 54Q: 3 clusters Score -634264.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -634267.312500 Penalty: 4319.321289
	Iteration 55Q: 3 clusters Score -634267.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -634272.062500 Penalty: 4319.321289
	Iteration 56Q: 3 clusters Score -634272.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -634275.312500 Penalty: 4319.321289
	Iteration 57Q: 3 clusters Score -634275.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -634276.312500 Penalty: 4319.321289
	Iteration 58Q: 3 clusters Score -634276.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -634279.250000 Penalty: 4319.321289
	Iteration 59Q: 3 clusters Score -634279.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -634280.312500 Penalty: 4319.321289
	Iteration 60F: 3 clusters Score -634280.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -634283.500000 Penalty: 4319.321289
	Iteration 61Q: 3 clusters Score -634283.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -634283.125000 Penalty: 4319.321289
	Iteration 62Q: 3 clusters Score -634283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -634285.187500 Penalty: 4319.321289
	Iteration 63Q: 3 clusters Score -634285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -634287.312500 Penalty: 4319.321289
	Iteration 64Q: 3 clusters Score -634287.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -634287.000000 Penalty: 4319.321289
	Iteration 65Q: 3 clusters Score -634287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -634287.437500 Penalty: 4319.321289
	Iteration 66Q: 3 clusters Score -634287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -634288.437500 Penalty: 4319.321289
	Iteration 67Q: 3 clusters Score -634288.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -634287.062500 Penalty: 4319.321289
	Iteration 68Q: 3 clusters Score -634287.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -634288.062500 Penalty: 4319.321289
	Iteration 69Q: 3 clusters Score -634288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -634290.625000 Penalty: 4319.321289
	Iteration 70Q: 3 clusters Score -634290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -634292.375000 Penalty: 4319.321289
	Iteration 71Q: 3 clusters Score -634292.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -634292.375000 Penalty: 4319.321289
	Iteration 72F: 3 clusters Score -634292.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -288735.781250 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -288735.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -285791.750000 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -285791.8 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -286420.625000 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -286420.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -286668.593750 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -286668.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -286833.406250 Penalty: 3871.313232
	Iteration 3F: 3 clusters Score -286833.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -286960.750000 Penalty: 3871.313232
	Iteration 4Q: 3 clusters Score -286960.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -287044.687500 Penalty: 3871.313232
	Iteration 5Q: 3 clusters Score -287044.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -287086.781250 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -287086.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -287135.875000 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -287135.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -287170.031250 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -287170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -287196.468750 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -287196.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -287216.281250 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -287216.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -287231.687500 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -287231.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -287247.437500 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -287247.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -287259.875000 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -287259.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -287272.687500 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -287272.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -287281.906250 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -287281.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -287288.750000 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -287288.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -287293.375000 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -287293.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -287296.343750 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -287296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -287297.781250 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -287297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -287298.750000 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -287298.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -510152.343750 Penalty: 2080.335693
	Iteration 0F: 2 clusters Score -510152.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -506020.750000 Penalty: 4160.671387
	Iteration 0F: 3 clusters Score -506020.8 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -507012.906250 Penalty: 4160.671387
	Iteration 1F: 3 clusters Score -507012.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -507280.468750 Penalty: 4160.671387
	Iteration 2F: 3 clusters Score -507280.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -507459.750000 Penalty: 4160.671387
	Iteration 3F: 3 clusters Score -507459.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -507636.062500 Penalty: 4160.671387
	Iteration 4Q: 3 clusters Score -507636.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -507851.187500 Penalty: 4160.671387
	Iteration 5Q: 3 clusters Score -507851.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -508130.625000 Penalty: 4160.671387
	Iteration 6F: 3 clusters Score -508130.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -508402.187500 Penalty: 4160.671387
	Iteration 7F: 3 clusters Score -508402.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -508641.062500 Penalty: 4160.671387
	Iteration 8Q: 3 clusters Score -508641.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -508798.281250 Penalty: 4160.671387
	Iteration 9Q: 3 clusters Score -508798.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -508899.625000 Penalty: 4160.671387
	Iteration 10Q: 3 clusters Score -508899.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -508982.968750 Penalty: 4160.671387
	Iteration 11Q: 3 clusters Score -508983 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -509030.718750 Penalty: 4160.671387
	Iteration 12Q: 3 clusters Score -509030.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -509056.156250 Penalty: 4160.671387
	Iteration 13Q: 3 clusters Score -509056.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -509065.468750 Penalty: 4160.671387
	Iteration 14Q: 3 clusters Score -509065.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -509077.687500 Penalty: 4160.671387
	Iteration 15Q: 3 clusters Score -509077.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -509083.187500 Penalty: 4160.671387
	Iteration 16Q: 3 clusters Score -509083.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -509084.812500 Penalty: 4160.671387
	Iteration 17Q: 3 clusters Score -509084.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -509084.875000 Penalty: 4160.671387
	Iteration 18Q: 3 clusters Score -509084.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -509086.281250 Penalty: 4160.671387
	Iteration 19Q: 3 clusters Score -509086.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -509088.375000 Penalty: 4160.671387
	Iteration 20F: 3 clusters Score -509088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -509089.437500 Penalty: 4160.671387
	Iteration 21Q: 3 clusters Score -509089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -509088.718750 Penalty: 4160.671387
	Iteration 22Q: 3 clusters Score -509088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -509089.218750 Penalty: 4160.671387
	Iteration 23Q: 3 clusters Score -509089.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -509089.218750 Penalty: 4160.671387
	Iteration 24F: 3 clusters Score -509089.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -130493.703125 Penalty: 1742.994019
	Iteration 0F: 2 clusters Score -130493.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128484.562500 Penalty: 3485.988037
	Iteration 0F: 3 clusters Score -128484.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128795.835938 Penalty: 3485.988037
	Iteration 1F: 3 clusters Score -128795.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128874.742188 Penalty: 3485.988037
	Iteration 2Q: 3 clusters Score -128874.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -128918.593750 Penalty: 3485.988037
	Iteration 3Q: 3 clusters Score -128918.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -128946.765625 Penalty: 3485.988037
	Iteration 4Q: 3 clusters Score -128946.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128971.882812 Penalty: 3485.988037
	Iteration 5Q: 3 clusters Score -128971.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -128980.500000 Penalty: 3485.988037
	Iteration 6Q: 3 clusters Score -128980.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -128993.046875 Penalty: 3485.988037
	Iteration 7Q: 3 clusters Score -128993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -129005.656250 Penalty: 3485.988037
	Iteration 8Q: 3 clusters Score -129005.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -129017.000000 Penalty: 3485.988037
	Iteration 9Q: 3 clusters Score -129017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -129027.476562 Penalty: 3485.988037
	Iteration 10Q: 3 clusters Score -129027.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -129034.343750 Penalty: 3485.988037
	Iteration 11Q: 3 clusters Score -129034.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -129038.421875 Penalty: 3485.988037
	Iteration 12Q: 3 clusters Score -129038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -129043.289062 Penalty: 3485.988037
	Iteration 13Q: 3 clusters Score -129043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -129047.687500 Penalty: 3485.988037
	Iteration 14Q: 3 clusters Score -129047.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -129051.609375 Penalty: 3485.988037
	Iteration 15Q: 3 clusters Score -129051.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -129056.226562 Penalty: 3485.988037
	Iteration 16Q: 3 clusters Score -129056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -129059.789062 Penalty: 3485.988037
	Iteration 17Q: 3 clusters Score -129059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -129061.945312 Penalty: 3485.988037
	Iteration 18Q: 3 clusters Score -129061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -129062.492188 Penalty: 3485.988037
	Iteration 19Q: 3 clusters Score -129062.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -129064.851562 Penalty: 3485.988037
	Iteration 20F: 3 clusters Score -129064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -129066.976562 Penalty: 3485.988037
	Iteration 21Q: 3 clusters Score -129067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -129066.976562 Penalty: 3485.988037
	Iteration 22F: 3 clusters Score -129067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (15691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Entering Unmasked Estep 
Score: -1963992.500000 Penalty: 2395.889160
	Iteration 0F: 2 clusters Score -1963992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1952680.000000 Penalty: 4791.778320
	Iteration 0F: 3 clusters Score -1952680 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1956382.625000 Penalty: 4791.778320
	Iteration 1F: 3 clusters Score -1956383 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1956746.875000 Penalty: 4791.778320
	Iteration 2F: 3 clusters Score -1956747 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1957009.625000 Penalty: 4791.778320
	Iteration 3Q: 3 clusters Score -1957010 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1957213.000000 Penalty: 4791.778320
	Iteration 4Q: 3 clusters Score -1957213 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1957389.000000 Penalty: 4791.778320
	Iteration 5Q: 3 clusters Score -1957389 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1957561.375000 Penalty: 4791.778320
	Iteration 6Q: 3 clusters Score -1957561 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1957742.625000 Penalty: 4791.778320
	Iteration 7Q: 3 clusters Score -1957743 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1957951.875000 Penalty: 4791.778320
	Iteration 8Q: 3 clusters Score -1957952 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1958208.875000 Penalty: 4791.778320
	Iteration 9Q: 3 clusters Score -1958209 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1958552.500000 Penalty: 4791.778320
	Iteration 10Q: 3 clusters Score -1958552 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1958970.000000 Penalty: 4791.778320
	Iteration 11Q: 3 clusters Score -1958970 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1959481.250000 Penalty: 4791.778320
	Iteration 12Q: 3 clusters Score -1959481 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1960000.500000 Penalty: 4791.778320
	Iteration 13Q: 3 clusters Score -1960000 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1960525.375000 Penalty: 4791.778320
	Iteration 14Q: 3 clusters Score -1960525 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1960968.500000 Penalty: 4791.778320
	Iteration 15Q: 3 clusters Score -1960968 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1961267.500000 Penalty: 4791.778320
	Iteration 16Q: 3 clusters Score -1961268 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1961457.750000 Penalty: 4791.778320
	Iteration 17Q: 3 clusters Score -1961458 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1961573.625000 Penalty: 4791.778320
	Iteration 18Q: 3 clusters Score -1961574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1961655.875000 Penalty: 4791.778320
	Iteration 19Q: 3 clusters Score -1961656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1961713.250000 Penalty: 4791.778320
	Iteration 20F: 3 clusters Score -1961713 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1961749.500000 Penalty: 4791.778320
	Iteration 21Q: 3 clusters Score -1961750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1961776.625000 Penalty: 4791.778320
	Iteration 22Q: 3 clusters Score -1961777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1961797.125000 Penalty: 4791.778320
	Iteration 23Q: 3 clusters Score -1961797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1961824.000000 Penalty: 4791.778320
	Iteration 24Q: 3 clusters Score -1961824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1961848.000000 Penalty: 4791.778320
	Iteration 25Q: 3 clusters Score -1961848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1961875.875000 Penalty: 4791.778320
	Iteration 26Q: 3 clusters Score -1961876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1961889.000000 Penalty: 4791.778320
	Iteration 27Q: 3 clusters Score -1961889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1961894.500000 Penalty: 4791.778320
	Iteration 28Q: 3 clusters Score -1961894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1961900.750000 Penalty: 4791.778320
	Iteration 29Q: 3 clusters Score -1961901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1961910.500000 Penalty: 4791.778320
	Iteration 30Q: 3 clusters Score -1961910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1961916.500000 Penalty: 4791.778320
	Iteration 31Q: 3 clusters Score -1961916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1961923.375000 Penalty: 4791.778320
	Iteration 32Q: 3 clusters Score -1961923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1961925.250000 Penalty: 4791.778320
	Iteration 33Q: 3 clusters Score -1961925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1961925.250000 Penalty: 4791.778320
	Iteration 34F: 3 clusters Score -1961925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -483893.031250 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -483893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -480629.062500 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -480629.1 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -481464.781250 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -481464.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -481751.500000 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -481751.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -481925.500000 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -481925.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -482075.156250 Penalty: 3979.031250
	Iteration 4F: 3 clusters Score -482075.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -482239.156250 Penalty: 3979.031250
	Iteration 5F: 3 clusters Score -482239.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -482385.312500 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -482385.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -482523.250000 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -482523.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -482651.875000 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -482651.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -482747.875000 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -482747.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -482819.187500 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -482819.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -482875.562500 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -482875.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -482930.500000 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -482930.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -482988.125000 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -482988.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -483028.593750 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -483028.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -483083.281250 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -483083.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -483139.250000 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -483139.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -483185.781250 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -483185.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -483212.531250 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -483212.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -483232.125000 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -483232.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -483253.437500 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -483253.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -483263.562500 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -483263.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -483275.500000 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -483275.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -483282.562500 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -483282.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -483293.750000 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -483293.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -483303.656250 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -483303.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -483313.187500 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -483313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -483318.437500 Penalty: 3979.031250
	Iteration 27Q: 3 clusters Score -483318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -483323.062500 Penalty: 3979.031250
	Iteration 28Q: 3 clusters Score -483323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -483325.156250 Penalty: 3979.031250
	Iteration 29Q: 3 clusters Score -483325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -483330.187500 Penalty: 3979.031250
	Iteration 30Q: 3 clusters Score -483330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -483332.218750 Penalty: 3979.031250
	Iteration 31Q: 3 clusters Score -483332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -483333.781250 Penalty: 3979.031250
	Iteration 32Q: 3 clusters Score -483333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -483335.000000 Penalty: 3979.031250
	Iteration 33Q: 3 clusters Score -483335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -483335.281250 Penalty: 3979.031250
	Iteration 34Q: 3 clusters Score -483335.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -483335.593750 Penalty: 3979.031250
	Iteration 35Q: 3 clusters Score -483335.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -483335.593750 Penalty: 3979.031250
	Iteration 36F: 3 clusters Score -483335.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -357038.250000 Penalty: 1986.569214
	Iteration 0F: 2 clusters Score -357038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -353732.875000 Penalty: 3973.138428
	Iteration 0F: 3 clusters Score -353732.9 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -354359.937500 Penalty: 3973.138428
	Iteration 1F: 3 clusters Score -354359.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -354520.218750 Penalty: 3973.138428
	Iteration 2F: 3 clusters Score -354520.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -354626.468750 Penalty: 3973.138428
	Iteration 3Q: 3 clusters Score -354626.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -354708.281250 Penalty: 3973.138428
	Iteration 4Q: 3 clusters Score -354708.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -354761.375000 Penalty: 3973.138428
	Iteration 5Q: 3 clusters Score -354761.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -354798.156250 Penalty: 3973.138428
	Iteration 6Q: 3 clusters Score -354798.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -354820.718750 Penalty: 3973.138428
	Iteration 7Q: 3 clusters Score -354820.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -354837.125000 Penalty: 3973.138428
	Iteration 8Q: 3 clusters Score -354837.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -354846.656250 Penalty: 3973.138428
	Iteration 9Q: 3 clusters Score -354846.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -354855.406250 Penalty: 3973.138428
	Iteration 10Q: 3 clusters Score -354855.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -354865.687500 Penalty: 3973.138428
	Iteration 11Q: 3 clusters Score -354865.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -354877.750000 Penalty: 3973.138428
	Iteration 12Q: 3 clusters Score -354877.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -354890.781250 Penalty: 3973.138428
	Iteration 13Q: 3 clusters Score -354890.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -354903.343750 Penalty: 3973.138428
	Iteration 14Q: 3 clusters Score -354903.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -354914.125000 Penalty: 3973.138428
	Iteration 15Q: 3 clusters Score -354914.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -354922.937500 Penalty: 3973.138428
	Iteration 16Q: 3 clusters Score -354922.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -354933.406250 Penalty: 3973.138428
	Iteration 17Q: 3 clusters Score -354933.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -354941.093750 Penalty: 3973.138428
	Iteration 18Q: 3 clusters Score -354941.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -354945.687500 Penalty: 3973.138428
	Iteration 19Q: 3 clusters Score -354945.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -354950.687500 Penalty: 3973.138428
	Iteration 20F: 3 clusters Score -354950.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -354958.125000 Penalty: 3973.138428
	Iteration 21Q: 3 clusters Score -354958.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -354965.156250 Penalty: 3973.138428
	Iteration 22Q: 3 clusters Score -354965.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -354976.687500 Penalty: 3973.138428
	Iteration 23Q: 3 clusters Score -354976.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -354990.281250 Penalty: 3973.138428
	Iteration 24Q: 3 clusters Score -354990.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -355006.687500 Penalty: 3973.138428
	Iteration 25Q: 3 clusters Score -355006.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -355023.593750 Penalty: 3973.138428
	Iteration 26Q: 3 clusters Score -355023.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -355043.500000 Penalty: 3973.138428
	Iteration 27Q: 3 clusters Score -355043.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -355062.187500 Penalty: 3973.138428
	Iteration 28Q: 3 clusters Score -355062.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -355076.968750 Penalty: 3973.138428
	Iteration 29Q: 3 clusters Score -355077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -355088.656250 Penalty: 3973.138428
	Iteration 30Q: 3 clusters Score -355088.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -355099.562500 Penalty: 3973.138428
	Iteration 31Q: 3 clusters Score -355099.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -355107.250000 Penalty: 3973.138428
	Iteration 32Q: 3 clusters Score -355107.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -355116.250000 Penalty: 3973.138428
	Iteration 33Q: 3 clusters Score -355116.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -355127.218750 Penalty: 3973.138428
	Iteration 34Q: 3 clusters Score -355127.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -355140.250000 Penalty: 3973.138428
	Iteration 35Q: 3 clusters Score -355140.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -355149.437500 Penalty: 3973.138428
	Iteration 36Q: 3 clusters Score -355149.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -355157.500000 Penalty: 3973.138428
	Iteration 37Q: 3 clusters Score -355157.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -355162.656250 Penalty: 3973.138428
	Iteration 38Q: 3 clusters Score -355162.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -355171.843750 Penalty: 3973.138428
	Iteration 39Q: 3 clusters Score -355171.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -355178.937500 Penalty: 3973.138428
	Iteration 40F: 3 clusters Score -355178.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -355186.625000 Penalty: 3973.138428
	Iteration 41Q: 3 clusters Score -355186.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -355194.406250 Penalty: 3973.138428
	Iteration 42Q: 3 clusters Score -355194.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -355200.437500 Penalty: 3973.138428
	Iteration 43Q: 3 clusters Score -355200.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -355204.406250 Penalty: 3973.138428
	Iteration 44Q: 3 clusters Score -355204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -355206.593750 Penalty: 3973.138428
	Iteration 45Q: 3 clusters Score -355206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -355207.312500 Penalty: 3973.138428
	Iteration 46Q: 3 clusters Score -355207.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -355211.937500 Penalty: 3973.138428
	Iteration 47Q: 3 clusters Score -355211.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -355215.781250 Penalty: 3973.138428
	Iteration 48Q: 3 clusters Score -355215.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -355221.000000 Penalty: 3973.138428
	Iteration 49Q: 3 clusters Score -355221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -355225.156250 Penalty: 3973.138428
	Iteration 50Q: 3 clusters Score -355225.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -355229.437500 Penalty: 3973.138428
	Iteration 51Q: 3 clusters Score -355229.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -355235.937500 Penalty: 3973.138428
	Iteration 52Q: 3 clusters Score -355235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -355243.375000 Penalty: 3973.138428
	Iteration 53Q: 3 clusters Score -355243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -355246.656250 Penalty: 3973.138428
	Iteration 54Q: 3 clusters Score -355246.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -355251.312500 Penalty: 3973.138428
	Iteration 55Q: 3 clusters Score -355251.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -355254.156250 Penalty: 3973.138428
	Iteration 56Q: 3 clusters Score -355254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -355254.406250 Penalty: 3973.138428
	Iteration 57Q: 3 clusters Score -355254.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -355254.406250 Penalty: 3973.138428
	Iteration 58F: 3 clusters Score -355254.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -73799.585938 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -73799.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -72409.070312 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -72409.07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72732.835938 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -72732.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72929.445312 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -72929.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73076.539062 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -73076.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73221.593750 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -73221.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73382.945312 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -73382.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73467.242188 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -73467.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73509.296875 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -73509.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73551.851562 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -73551.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73556.968750 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -73556.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73556.968750 Penalty: 3049.640381
	Iteration 10F: 3 clusters Score -73556.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (10693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Entering Unmasked Estep 
Score: -1178179.500000 Penalty: 2300.781494
	Iteration 0F: 2 clusters Score -1178180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1170068.125000 Penalty: 4601.562988
	Iteration 0F: 3 clusters Score -1170068 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1172615.750000 Penalty: 4601.562988
	Iteration 1F: 3 clusters Score -1172616 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1173094.250000 Penalty: 4601.562988
	Iteration 2F: 3 clusters Score -1173094 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1173550.000000 Penalty: 4601.562988
	Iteration 3F: 3 clusters Score -1173550 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1174002.750000 Penalty: 4601.562988
	Iteration 4F: 3 clusters Score -1174003 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1174487.250000 Penalty: 4601.562988
	Iteration 5F: 3 clusters Score -1174487 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1175036.875000 Penalty: 4601.562988
	Iteration 6F: 3 clusters Score -1175037 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1175530.375000 Penalty: 4601.562988
	Iteration 7F: 3 clusters Score -1175530 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1175886.750000 Penalty: 4601.562988
	Iteration 8Q: 3 clusters Score -1175887 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1176187.000000 Penalty: 4601.562988
	Iteration 9Q: 3 clusters Score -1176187 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1176406.875000 Penalty: 4601.562988
	Iteration 10Q: 3 clusters Score -1176407 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1176586.625000 Penalty: 4601.562988
	Iteration 11Q: 3 clusters Score -1176587 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1176738.125000 Penalty: 4601.562988
	Iteration 12Q: 3 clusters Score -1176738 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1176855.250000 Penalty: 4601.562988
	Iteration 13Q: 3 clusters Score -1176855 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1176943.375000 Penalty: 4601.562988
	Iteration 14Q: 3 clusters Score -1176943 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1177005.375000 Penalty: 4601.562988
	Iteration 15Q: 3 clusters Score -1177005 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1177043.125000 Penalty: 4601.562988
	Iteration 16Q: 3 clusters Score -1177043 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1177072.875000 Penalty: 4601.562988
	Iteration 17Q: 3 clusters Score -1177073 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1177095.125000 Penalty: 4601.562988
	Iteration 18Q: 3 clusters Score -1177095 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1177113.375000 Penalty: 4601.562988
	Iteration 19Q: 3 clusters Score -1177113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1177128.250000 Penalty: 4601.562988
	Iteration 20F: 3 clusters Score -1177128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1177137.875000 Penalty: 4601.562988
	Iteration 21Q: 3 clusters Score -1177138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1177149.125000 Penalty: 4601.562988
	Iteration 22Q: 3 clusters Score -1177149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1177154.125000 Penalty: 4601.562988
	Iteration 23Q: 3 clusters Score -1177154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1177162.000000 Penalty: 4601.562988
	Iteration 24Q: 3 clusters Score -1177162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1177164.000000 Penalty: 4601.562988
	Iteration 25Q: 3 clusters Score -1177164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1177170.125000 Penalty: 4601.562988
	Iteration 26Q: 3 clusters Score -1177170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1177175.375000 Penalty: 4601.562988
	Iteration 27Q: 3 clusters Score -1177175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1177179.000000 Penalty: 4601.562988
	Iteration 28Q: 3 clusters Score -1177179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1177181.625000 Penalty: 4601.562988
	Iteration 29Q: 3 clusters Score -1177182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1177181.375000 Penalty: 4601.562988
	Iteration 30Q: 3 clusters Score -1177181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1177182.125000 Penalty: 4601.562988
	Iteration 31Q: 3 clusters Score -1177182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1177181.625000 Penalty: 4601.562988
	Iteration 32Q: 3 clusters Score -1177182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1177182.250000 Penalty: 4601.562988
	Iteration 33Q: 3 clusters Score -1177182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1177182.250000 Penalty: 4601.562988
	Iteration 34F: 3 clusters Score -1177182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (7163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Entering Unmasked Estep 
Score: -866917.812500 Penalty: 2201.417725
	Iteration 0F: 2 clusters Score -866917.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -861048.937500 Penalty: 4402.835449
	Iteration 0F: 3 clusters Score -861048.9 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -862585.125000 Penalty: 4402.835449
	Iteration 1F: 3 clusters Score -862585.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -862793.937500 Penalty: 4402.835449
	Iteration 2F: 3 clusters Score -862793.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -862917.750000 Penalty: 4402.835449
	Iteration 3Q: 3 clusters Score -862917.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -863010.875000 Penalty: 4402.835449
	Iteration 4Q: 3 clusters Score -863010.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -863103.375000 Penalty: 4402.835449
	Iteration 5Q: 3 clusters Score -863103.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -863186.812500 Penalty: 4402.835449
	Iteration 6Q: 3 clusters Score -863186.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -863252.062500 Penalty: 4402.835449
	Iteration 7Q: 3 clusters Score -863252.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -863306.750000 Penalty: 4402.835449
	Iteration 8Q: 3 clusters Score -863306.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -863354.562500 Penalty: 4402.835449
	Iteration 9Q: 3 clusters Score -863354.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -863406.500000 Penalty: 4402.835449
	Iteration 10Q: 3 clusters Score -863406.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -863459.187500 Penalty: 4402.835449
	Iteration 11Q: 3 clusters Score -863459.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -863503.750000 Penalty: 4402.835449
	Iteration 12Q: 3 clusters Score -863503.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -863544.812500 Penalty: 4402.835449
	Iteration 13Q: 3 clusters Score -863544.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -863586.812500 Penalty: 4402.835449
	Iteration 14Q: 3 clusters Score -863586.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -863640.250000 Penalty: 4402.835449
	Iteration 15Q: 3 clusters Score -863640.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -863697.062500 Penalty: 4402.835449
	Iteration 16Q: 3 clusters Score -863697.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -863748.812500 Penalty: 4402.835449
	Iteration 17Q: 3 clusters Score -863748.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -863807.687500 Penalty: 4402.835449
	Iteration 18Q: 3 clusters Score -863807.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -863866.375000 Penalty: 4402.835449
	Iteration 19Q: 3 clusters Score -863866.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -863934.625000 Penalty: 4402.835449
	Iteration 20F: 3 clusters Score -863934.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -864000.500000 Penalty: 4402.835449
	Iteration 21Q: 3 clusters Score -864000.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -864078.500000 Penalty: 4402.835449
	Iteration 22Q: 3 clusters Score -864078.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -864141.875000 Penalty: 4402.835449
	Iteration 23Q: 3 clusters Score -864141.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -864199.250000 Penalty: 4402.835449
	Iteration 24Q: 3 clusters Score -864199.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -864248.062500 Penalty: 4402.835449
	Iteration 25Q: 3 clusters Score -864248.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -864297.125000 Penalty: 4402.835449
	Iteration 26Q: 3 clusters Score -864297.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -864335.562500 Penalty: 4402.835449
	Iteration 27Q: 3 clusters Score -864335.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -864365.812500 Penalty: 4402.835449
	Iteration 28Q: 3 clusters Score -864365.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -864385.562500 Penalty: 4402.835449
	Iteration 29Q: 3 clusters Score -864385.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -864401.937500 Penalty: 4402.835449
	Iteration 30Q: 3 clusters Score -864401.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -864413.875000 Penalty: 4402.835449
	Iteration 31Q: 3 clusters Score -864413.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -864425.125000 Penalty: 4402.835449
	Iteration 32Q: 3 clusters Score -864425.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -864435.000000 Penalty: 4402.835449
	Iteration 33Q: 3 clusters Score -864435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -864443.500000 Penalty: 4402.835449
	Iteration 34Q: 3 clusters Score -864443.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -864447.937500 Penalty: 4402.835449
	Iteration 35Q: 3 clusters Score -864447.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -864452.687500 Penalty: 4402.835449
	Iteration 36Q: 3 clusters Score -864452.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -864458.562500 Penalty: 4402.835449
	Iteration 37Q: 3 clusters Score -864458.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -864460.312500 Penalty: 4402.835449
	Iteration 38Q: 3 clusters Score -864460.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -864463.812500 Penalty: 4402.835449
	Iteration 39Q: 3 clusters Score -864463.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -864470.812500 Penalty: 4402.835449
	Iteration 40F: 3 clusters Score -864470.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -864479.812500 Penalty: 4402.835449
	Iteration 41Q: 3 clusters Score -864479.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -864486.750000 Penalty: 4402.835449
	Iteration 42Q: 3 clusters Score -864486.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -864491.687500 Penalty: 4402.835449
	Iteration 43Q: 3 clusters Score -864491.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -864497.250000 Penalty: 4402.835449
	Iteration 44Q: 3 clusters Score -864497.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -864507.562500 Penalty: 4402.835449
	Iteration 45Q: 3 clusters Score -864507.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -864512.250000 Penalty: 4402.835449
	Iteration 46Q: 3 clusters Score -864512.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -864519.312500 Penalty: 4402.835449
	Iteration 47Q: 3 clusters Score -864519.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -864524.875000 Penalty: 4402.835449
	Iteration 48Q: 3 clusters Score -864524.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -864531.562500 Penalty: 4402.835449
	Iteration 49Q: 3 clusters Score -864531.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -864536.437500 Penalty: 4402.835449
	Iteration 50Q: 3 clusters Score -864536.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -864540.875000 Penalty: 4402.835449
	Iteration 51Q: 3 clusters Score -864540.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -864548.250000 Penalty: 4402.835449
	Iteration 52Q: 3 clusters Score -864548.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -864558.250000 Penalty: 4402.835449
	Iteration 53Q: 3 clusters Score -864558.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -864564.687500 Penalty: 4402.835449
	Iteration 54Q: 3 clusters Score -864564.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -864576.437500 Penalty: 4402.835449
	Iteration 55Q: 3 clusters Score -864576.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -864587.687500 Penalty: 4402.835449
	Iteration 56Q: 3 clusters Score -864587.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -864595.312500 Penalty: 4402.835449
	Iteration 57Q: 3 clusters Score -864595.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -864607.000000 Penalty: 4402.835449
	Iteration 58Q: 3 clusters Score -864607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -864620.125000 Penalty: 4402.835449
	Iteration 59Q: 3 clusters Score -864620.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -864629.625000 Penalty: 4402.835449
	Iteration 60F: 3 clusters Score -864629.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -864641.437500 Penalty: 4402.835449
	Iteration 61Q: 3 clusters Score -864641.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -864650.312500 Penalty: 4402.835449
	Iteration 62Q: 3 clusters Score -864650.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -864657.625000 Penalty: 4402.835449
	Iteration 63Q: 3 clusters Score -864657.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -864661.875000 Penalty: 4402.835449
	Iteration 64Q: 3 clusters Score -864661.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -864672.187500 Penalty: 4402.835449
	Iteration 65Q: 3 clusters Score -864672.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -864678.687500 Penalty: 4402.835449
	Iteration 66Q: 3 clusters Score -864678.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -864682.625000 Penalty: 4402.835449
	Iteration 67Q: 3 clusters Score -864682.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -864689.000000 Penalty: 4402.835449
	Iteration 68Q: 3 clusters Score -864689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -864696.062500 Penalty: 4402.835449
	Iteration 69Q: 3 clusters Score -864696.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -864699.687500 Penalty: 4402.835449
	Iteration 70Q: 3 clusters Score -864699.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -864706.500000 Penalty: 4402.835449
	Iteration 71Q: 3 clusters Score -864706.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -864709.187500 Penalty: 4402.835449
	Iteration 72Q: 3 clusters Score -864709.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -864715.937500 Penalty: 4402.835449
	Iteration 73Q: 3 clusters Score -864715.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -864721.000000 Penalty: 4402.835449
	Iteration 74Q: 3 clusters Score -864721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -864724.937500 Penalty: 4402.835449
	Iteration 75Q: 3 clusters Score -864724.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -864728.562500 Penalty: 4402.835449
	Iteration 76Q: 3 clusters Score -864728.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -864732.125000 Penalty: 4402.835449
	Iteration 77Q: 3 clusters Score -864732.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -864732.875000 Penalty: 4402.835449
	Iteration 78Q: 3 clusters Score -864732.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -864737.000000 Penalty: 4402.835449
	Iteration 79Q: 3 clusters Score -864737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -864742.187500 Penalty: 4402.835449
	Iteration 80F: 3 clusters Score -864742.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -864747.000000 Penalty: 4402.835449
	Iteration 81Q: 3 clusters Score -864747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -864756.187500 Penalty: 4402.835449
	Iteration 82Q: 3 clusters Score -864756.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -864764.250000 Penalty: 4402.835449
	Iteration 83Q: 3 clusters Score -864764.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -864771.062500 Penalty: 4402.835449
	Iteration 84Q: 3 clusters Score -864771.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -864779.687500 Penalty: 4402.835449
	Iteration 85Q: 3 clusters Score -864779.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -864785.625000 Penalty: 4402.835449
	Iteration 86Q: 3 clusters Score -864785.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -864793.562500 Penalty: 4402.835449
	Iteration 87Q: 3 clusters Score -864793.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -864801.125000 Penalty: 4402.835449
	Iteration 88Q: 3 clusters Score -864801.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -864808.250000 Penalty: 4402.835449
	Iteration 89Q: 3 clusters Score -864808.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -864813.937500 Penalty: 4402.835449
	Iteration 90Q: 3 clusters Score -864813.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -864821.062500 Penalty: 4402.835449
	Iteration 91Q: 3 clusters Score -864821.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -864833.687500 Penalty: 4402.835449
	Iteration 92Q: 3 clusters Score -864833.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -864848.500000 Penalty: 4402.835449
	Iteration 93Q: 3 clusters Score -864848.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -864866.437500 Penalty: 4402.835449
	Iteration 94Q: 3 clusters Score -864866.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -864887.625000 Penalty: 4402.835449
	Iteration 95Q: 3 clusters Score -864887.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -864904.625000 Penalty: 4402.835449
	Iteration 96Q: 3 clusters Score -864904.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -864919.250000 Penalty: 4402.835449
	Iteration 97Q: 3 clusters Score -864919.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -864931.000000 Penalty: 4402.835449
	Iteration 98Q: 3 clusters Score -864931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -864949.000000 Penalty: 4402.835449
	Iteration 99Q: 3 clusters Score -864949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -864962.500000 Penalty: 4402.835449
	Iteration 100F: 3 clusters Score -864962.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -864970.562500 Penalty: 4402.835449
	Iteration 101Q: 3 clusters Score -864970.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -864981.000000 Penalty: 4402.835449
	Iteration 102Q: 3 clusters Score -864981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -864988.375000 Penalty: 4402.835449
	Iteration 103Q: 3 clusters Score -864988.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -864992.875000 Penalty: 4402.835449
	Iteration 104Q: 3 clusters Score -864992.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -864995.750000 Penalty: 4402.835449
	Iteration 105Q: 3 clusters Score -864995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -864995.750000 Penalty: 4402.835449
	Iteration 106Q: 3 clusters Score -864995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -865000.625000 Penalty: 4402.835449
	Iteration 107Q: 3 clusters Score -865000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -865001.000000 Penalty: 4402.835449
	Iteration 108Q: 3 clusters Score -865001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -865002.000000 Penalty: 4402.835449
	Iteration 109Q: 3 clusters Score -865002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -865005.187500 Penalty: 4402.835449
	Iteration 110Q: 3 clusters Score -865005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -865008.437500 Penalty: 4402.835449
	Iteration 111Q: 3 clusters Score -865008.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -865009.812500 Penalty: 4402.835449
	Iteration 112Q: 3 clusters Score -865009.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -865012.812500 Penalty: 4402.835449
	Iteration 113Q: 3 clusters Score -865012.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -865015.875000 Penalty: 4402.835449
	Iteration 114Q: 3 clusters Score -865015.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -865019.562500 Penalty: 4402.835449
	Iteration 115Q: 3 clusters Score -865019.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -865020.562500 Penalty: 4402.835449
	Iteration 116Q: 3 clusters Score -865020.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -865023.500000 Penalty: 4402.835449
	Iteration 117Q: 3 clusters Score -865023.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -865026.437500 Penalty: 4402.835449
	Iteration 118Q: 3 clusters Score -865026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -865028.375000 Penalty: 4402.835449
	Iteration 119Q: 3 clusters Score -865028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -865029.375000 Penalty: 4402.835449
	Iteration 120F: 3 clusters Score -865029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -865031.000000 Penalty: 4402.835449
	Iteration 121Q: 3 clusters Score -865031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -865031.687500 Penalty: 4402.835449
	Iteration 122Q: 3 clusters Score -865031.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -865032.750000 Penalty: 4402.835449
	Iteration 123Q: 3 clusters Score -865032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -865032.750000 Penalty: 4402.835449
	Iteration 124F: 3 clusters Score -865032.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (5638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Entering Unmasked Estep 
Score: -680506.875000 Penalty: 2142.046387
	Iteration 0F: 2 clusters Score -680506.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -675628.250000 Penalty: 4284.092773
	Iteration 0F: 3 clusters Score -675628.2 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -676754.875000 Penalty: 4284.092773
	Iteration 1F: 3 clusters Score -676754.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -676953.687500 Penalty: 4284.092773
	Iteration 2F: 3 clusters Score -676953.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -677091.750000 Penalty: 4284.092773
	Iteration 3Q: 3 clusters Score -677091.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -677218.312500 Penalty: 4284.092773
	Iteration 4Q: 3 clusters Score -677218.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -677341.312500 Penalty: 4284.092773
	Iteration 5Q: 3 clusters Score -677341.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -677446.562500 Penalty: 4284.092773
	Iteration 6Q: 3 clusters Score -677446.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -677538.375000 Penalty: 4284.092773
	Iteration 7Q: 3 clusters Score -677538.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -677618.187500 Penalty: 4284.092773
	Iteration 8Q: 3 clusters Score -677618.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -677703.062500 Penalty: 4284.092773
	Iteration 9Q: 3 clusters Score -677703.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -677811.625000 Penalty: 4284.092773
	Iteration 10Q: 3 clusters Score -677811.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -677928.375000 Penalty: 4284.092773
	Iteration 11Q: 3 clusters Score -677928.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -678034.250000 Penalty: 4284.092773
	Iteration 12Q: 3 clusters Score -678034.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -678135.187500 Penalty: 4284.092773
	Iteration 13Q: 3 clusters Score -678135.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -678217.875000 Penalty: 4284.092773
	Iteration 14Q: 3 clusters Score -678217.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -678287.375000 Penalty: 4284.092773
	Iteration 15Q: 3 clusters Score -678287.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -678347.687500 Penalty: 4284.092773
	Iteration 16Q: 3 clusters Score -678347.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -678416.312500 Penalty: 4284.092773
	Iteration 17Q: 3 clusters Score -678416.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -678500.062500 Penalty: 4284.092773
	Iteration 18Q: 3 clusters Score -678500.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -678583.562500 Penalty: 4284.092773
	Iteration 19Q: 3 clusters Score -678583.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -678677.562500 Penalty: 4284.092773
	Iteration 20F: 3 clusters Score -678677.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -678764.000000 Penalty: 4284.092773
	Iteration 21Q: 3 clusters Score -678764 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -678838.250000 Penalty: 4284.092773
	Iteration 22Q: 3 clusters Score -678838.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -678918.000000 Penalty: 4284.092773
	Iteration 23Q: 3 clusters Score -678918 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -678982.562500 Penalty: 4284.092773
	Iteration 24Q: 3 clusters Score -678982.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -679032.000000 Penalty: 4284.092773
	Iteration 25Q: 3 clusters Score -679032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -679066.750000 Penalty: 4284.092773
	Iteration 26Q: 3 clusters Score -679066.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -679092.562500 Penalty: 4284.092773
	Iteration 27Q: 3 clusters Score -679092.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -679110.375000 Penalty: 4284.092773
	Iteration 28Q: 3 clusters Score -679110.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -679129.500000 Penalty: 4284.092773
	Iteration 29Q: 3 clusters Score -679129.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -679141.562500 Penalty: 4284.092773
	Iteration 30Q: 3 clusters Score -679141.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -679157.500000 Penalty: 4284.092773
	Iteration 31Q: 3 clusters Score -679157.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -679178.062500 Penalty: 4284.092773
	Iteration 32Q: 3 clusters Score -679178.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -679196.187500 Penalty: 4284.092773
	Iteration 33Q: 3 clusters Score -679196.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -679208.750000 Penalty: 4284.092773
	Iteration 34Q: 3 clusters Score -679208.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -679224.375000 Penalty: 4284.092773
	Iteration 35Q: 3 clusters Score -679224.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -679238.687500 Penalty: 4284.092773
	Iteration 36Q: 3 clusters Score -679238.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -679251.312500 Penalty: 4284.092773
	Iteration 37Q: 3 clusters Score -679251.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -679265.500000 Penalty: 4284.092773
	Iteration 38Q: 3 clusters Score -679265.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -679272.687500 Penalty: 4284.092773
	Iteration 39Q: 3 clusters Score -679272.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -679284.562500 Penalty: 4284.092773
	Iteration 40F: 3 clusters Score -679284.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -679290.937500 Penalty: 4284.092773
	Iteration 41Q: 3 clusters Score -679290.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -679295.437500 Penalty: 4284.092773
	Iteration 42Q: 3 clusters Score -679295.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -679303.125000 Penalty: 4284.092773
	Iteration 43Q: 3 clusters Score -679303.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -679317.500000 Penalty: 4284.092773
	Iteration 44Q: 3 clusters Score -679317.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -679327.500000 Penalty: 4284.092773
	Iteration 45Q: 3 clusters Score -679327.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -679339.812500 Penalty: 4284.092773
	Iteration 46Q: 3 clusters Score -679339.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -679352.062500 Penalty: 4284.092773
	Iteration 47Q: 3 clusters Score -679352.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -679365.437500 Penalty: 4284.092773
	Iteration 48Q: 3 clusters Score -679365.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -679380.687500 Penalty: 4284.092773
	Iteration 49Q: 3 clusters Score -679380.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -679394.625000 Penalty: 4284.092773
	Iteration 50Q: 3 clusters Score -679394.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -679405.625000 Penalty: 4284.092773
	Iteration 51Q: 3 clusters Score -679405.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -679414.750000 Penalty: 4284.092773
	Iteration 52Q: 3 clusters Score -679414.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -679425.437500 Penalty: 4284.092773
	Iteration 53Q: 3 clusters Score -679425.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -679437.125000 Penalty: 4284.092773
	Iteration 54Q: 3 clusters Score -679437.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -679443.000000 Penalty: 4284.092773
	Iteration 55Q: 3 clusters Score -679443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -679450.625000 Penalty: 4284.092773
	Iteration 56Q: 3 clusters Score -679450.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -679458.250000 Penalty: 4284.092773
	Iteration 57Q: 3 clusters Score -679458.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -679461.750000 Penalty: 4284.092773
	Iteration 58Q: 3 clusters Score -679461.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -679462.937500 Penalty: 4284.092773
	Iteration 59Q: 3 clusters Score -679462.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -679466.000000 Penalty: 4284.092773
	Iteration 60F: 3 clusters Score -679466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -679465.937500 Penalty: 4284.092773
	Iteration 61Q: 3 clusters Score -679465.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -679468.812500 Penalty: 4284.092773
	Iteration 62Q: 3 clusters Score -679468.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -679473.000000 Penalty: 4284.092773
	Iteration 63Q: 3 clusters Score -679473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -679476.062500 Penalty: 4284.092773
	Iteration 64Q: 3 clusters Score -679476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -679478.250000 Penalty: 4284.092773
	Iteration 65Q: 3 clusters Score -679478.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -679479.625000 Penalty: 4284.092773
	Iteration 66Q: 3 clusters Score -679479.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -679481.250000 Penalty: 4284.092773
	Iteration 67Q: 3 clusters Score -679481.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -679482.500000 Penalty: 4284.092773
	Iteration 68Q: 3 clusters Score -679482.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -679482.187500 Penalty: 4284.092773
	Iteration 69Q: 3 clusters Score -679482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -679486.562500 Penalty: 4284.092773
	Iteration 70Q: 3 clusters Score -679486.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -679487.625000 Penalty: 4284.092773
	Iteration 71Q: 3 clusters Score -679487.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -679488.000000 Penalty: 4284.092773
	Iteration 72Q: 3 clusters Score -679488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -679489.750000 Penalty: 4284.092773
	Iteration 73Q: 3 clusters Score -679489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -679490.562500 Penalty: 4284.092773
	Iteration 74Q: 3 clusters Score -679490.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -679493.375000 Penalty: 4284.092773
	Iteration 75Q: 3 clusters Score -679493.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -679493.687500 Penalty: 4284.092773
	Iteration 76Q: 3 clusters Score -679493.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -679493.875000 Penalty: 4284.092773
	Iteration 77Q: 3 clusters Score -679493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -679498.250000 Penalty: 4284.092773
	Iteration 78Q: 3 clusters Score -679498.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -679499.125000 Penalty: 4284.092773
	Iteration 79Q: 3 clusters Score -679499.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -679502.562500 Penalty: 4284.092773
	Iteration 80F: 3 clusters Score -679502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -679503.437500 Penalty: 4284.092773
	Iteration 81Q: 3 clusters Score -679503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -679504.875000 Penalty: 4284.092773
	Iteration 82Q: 3 clusters Score -679504.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -679511.750000 Penalty: 4284.092773
	Iteration 83Q: 3 clusters Score -679511.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -679516.125000 Penalty: 4284.092773
	Iteration 84Q: 3 clusters Score -679516.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -679519.312500 Penalty: 4284.092773
	Iteration 85Q: 3 clusters Score -679519.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -679519.750000 Penalty: 4284.092773
	Iteration 86Q: 3 clusters Score -679519.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -679520.812500 Penalty: 4284.092773
	Iteration 87Q: 3 clusters Score -679520.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -679522.437500 Penalty: 4284.092773
	Iteration 88Q: 3 clusters Score -679522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -679522.875000 Penalty: 4284.092773
	Iteration 89Q: 3 clusters Score -679522.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -679526.375000 Penalty: 4284.092773
	Iteration 90Q: 3 clusters Score -679526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -679525.812500 Penalty: 4284.092773
	Iteration 91Q: 3 clusters Score -679525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -679527.812500 Penalty: 4284.092773
	Iteration 92Q: 3 clusters Score -679527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -679528.500000 Penalty: 4284.092773
	Iteration 93Q: 3 clusters Score -679528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -679529.812500 Penalty: 4284.092773
	Iteration 94Q: 3 clusters Score -679529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -679528.562500 Penalty: 4284.092773
	Iteration 95Q: 3 clusters Score -679528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -679530.125000 Penalty: 4284.092773
	Iteration 96Q: 3 clusters Score -679530.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -679530.125000 Penalty: 4284.092773
	Iteration 97F: 3 clusters Score -679530.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (24073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Entering Unmasked Estep 
Score: -2903552.750000 Penalty: 2502.033936
	Iteration 0F: 2 clusters Score -2903553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2886854.250000 Penalty: 5004.067871
	Iteration 0F: 3 clusters Score -2886854 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2893009.250000 Penalty: 5004.067871
	Iteration 1F: 3 clusters Score -2893009 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2893809.750000 Penalty: 5004.067871
	Iteration 2F: 3 clusters Score -2893810 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2894690.750000 Penalty: 5004.067871
	Iteration 3F: 3 clusters Score -2894691 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2895736.000000 Penalty: 5004.067871
	Iteration 4F: 3 clusters Score -2895736 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2896912.750000 Penalty: 5004.067871
	Iteration 5F: 3 clusters Score -2896913 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2898160.500000 Penalty: 5004.067871
	Iteration 6F: 3 clusters Score -2898160 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2899177.750000 Penalty: 5004.067871
	Iteration 7F: 3 clusters Score -2899178 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2899921.000000 Penalty: 5004.067871
	Iteration 8F: 3 clusters Score -2899921 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2900367.750000 Penalty: 5004.067871
	Iteration 9Q: 3 clusters Score -2900368 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2900689.250000 Penalty: 5004.067871
	Iteration 10Q: 3 clusters Score -2900689 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2900956.750000 Penalty: 5004.067871
	Iteration 11Q: 3 clusters Score -2900957 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2901122.750000 Penalty: 5004.067871
	Iteration 12Q: 3 clusters Score -2901123 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2901257.750000 Penalty: 5004.067871
	Iteration 13Q: 3 clusters Score -2901258 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2901341.250000 Penalty: 5004.067871
	Iteration 14Q: 3 clusters Score -2901341 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2901394.500000 Penalty: 5004.067871
	Iteration 15Q: 3 clusters Score -2901394 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2901440.500000 Penalty: 5004.067871
	Iteration 16Q: 3 clusters Score -2901440 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2901496.000000 Penalty: 5004.067871
	Iteration 17Q: 3 clusters Score -2901496 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2901547.750000 Penalty: 5004.067871
	Iteration 18Q: 3 clusters Score -2901548 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2901603.500000 Penalty: 5004.067871
	Iteration 19Q: 3 clusters Score -2901604 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2901636.500000 Penalty: 5004.067871
	Iteration 20F: 3 clusters Score -2901636 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2901687.750000 Penalty: 5004.067871
	Iteration 21Q: 3 clusters Score -2901688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2901727.500000 Penalty: 5004.067871
	Iteration 22Q: 3 clusters Score -2901728 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2901778.000000 Penalty: 5004.067871
	Iteration 23Q: 3 clusters Score -2901778 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2901850.500000 Penalty: 5004.067871
	Iteration 24Q: 3 clusters Score -2901850 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2901893.250000 Penalty: 5004.067871
	Iteration 25Q: 3 clusters Score -2901893 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2901952.000000 Penalty: 5004.067871
	Iteration 26Q: 3 clusters Score -2901952 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2901965.750000 Penalty: 5004.067871
	Iteration 27Q: 3 clusters Score -2901966 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2901991.000000 Penalty: 5004.067871
	Iteration 28Q: 3 clusters Score -2901991 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2902014.250000 Penalty: 5004.067871
	Iteration 29Q: 3 clusters Score -2902014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2902027.750000 Penalty: 5004.067871
	Iteration 30Q: 3 clusters Score -2902028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2902026.000000 Penalty: 5004.067871
	Iteration 31Q: 3 clusters Score -2902026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2902049.750000 Penalty: 5004.067871
	Iteration 32Q: 3 clusters Score -2902050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2902052.750000 Penalty: 5004.067871
	Iteration 33Q: 3 clusters Score -2902053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2902049.750000 Penalty: 5004.067871
	Iteration 34Q: 3 clusters Score -2902050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2902063.250000 Penalty: 5004.067871
	Iteration 35Q: 3 clusters Score -2902063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2902073.750000 Penalty: 5004.067871
	Iteration 36Q: 3 clusters Score -2902074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2902074.750000 Penalty: 5004.067871
	Iteration 37Q: 3 clusters Score -2902075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2902067.500000 Penalty: 5004.067871
	Iteration 38Q: 3 clusters Score -2902068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2902067.750000 Penalty: 5004.067871
	Iteration 39Q: 3 clusters Score -2902068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2902067.250000 Penalty: 5004.067871
	Iteration 40F: 3 clusters Score -2902067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2902069.000000 Penalty: 5004.067871
	Iteration 41Q: 3 clusters Score -2902069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2902068.000000 Penalty: 5004.067871
	Iteration 42Q: 3 clusters Score -2902068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2902070.750000 Penalty: 5004.067871
	Iteration 43Q: 3 clusters Score -2902071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2902071.750000 Penalty: 5004.067871
	Iteration 44Q: 3 clusters Score -2902072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2902068.750000 Penalty: 5004.067871
	Iteration 45Q: 3 clusters Score -2902069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2902074.000000 Penalty: 5004.067871
	Iteration 46Q: 3 clusters Score -2902074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2902072.500000 Penalty: 5004.067871
	Iteration 47Q: 3 clusters Score -2902072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2902071.750000 Penalty: 5004.067871
	Iteration 48Q: 3 clusters Score -2902072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2902072.250000 Penalty: 5004.067871
	Iteration 49Q: 3 clusters Score -2902072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2902070.000000 Penalty: 5004.067871
	Iteration 50Q: 3 clusters Score -2902070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2902071.750000 Penalty: 5004.067871
	Iteration 51Q: 3 clusters Score -2902072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2902073.500000 Penalty: 5004.067871
	Iteration 52Q: 3 clusters Score -2902074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2902073.000000 Penalty: 5004.067871
	Iteration 53Q: 3 clusters Score -2902073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2902073.000000 Penalty: 5004.067871
	Iteration 54F: 3 clusters Score -2902073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (8232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Entering Unmasked Estep 
Score: -966380.562500 Penalty: 2235.914551
	Iteration 0F: 2 clusters Score -966380.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -959768.375000 Penalty: 4471.829102
	Iteration 0F: 3 clusters Score -959768.4 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -961524.500000 Penalty: 4471.829102
	Iteration 1F: 3 clusters Score -961524.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -961832.812500 Penalty: 4471.829102
	Iteration 2F: 3 clusters Score -961832.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -962069.250000 Penalty: 4471.829102
	Iteration 3F: 3 clusters Score -962069.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -962250.687500 Penalty: 4471.829102
	Iteration 4Q: 3 clusters Score -962250.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -962393.062500 Penalty: 4471.829102
	Iteration 5Q: 3 clusters Score -962393.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -962532.187500 Penalty: 4471.829102
	Iteration 6Q: 3 clusters Score -962532.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -962693.562500 Penalty: 4471.829102
	Iteration 7Q: 3 clusters Score -962693.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -962869.062500 Penalty: 4471.829102
	Iteration 8Q: 3 clusters Score -962869.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -963061.437500 Penalty: 4471.829102
	Iteration 9Q: 3 clusters Score -963061.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -963261.812500 Penalty: 4471.829102
	Iteration 10Q: 3 clusters Score -963261.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -963440.500000 Penalty: 4471.829102
	Iteration 11Q: 3 clusters Score -963440.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -963609.375000 Penalty: 4471.829102
	Iteration 12Q: 3 clusters Score -963609.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -963757.750000 Penalty: 4471.829102
	Iteration 13Q: 3 clusters Score -963757.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -963883.062500 Penalty: 4471.829102
	Iteration 14Q: 3 clusters Score -963883.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -963986.187500 Penalty: 4471.829102
	Iteration 15Q: 3 clusters Score -963986.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -964053.812500 Penalty: 4471.829102
	Iteration 16Q: 3 clusters Score -964053.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -964115.750000 Penalty: 4471.829102
	Iteration 17Q: 3 clusters Score -964115.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -964158.125000 Penalty: 4471.829102
	Iteration 18Q: 3 clusters Score -964158.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -964189.250000 Penalty: 4471.829102
	Iteration 19Q: 3 clusters Score -964189.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -964209.937500 Penalty: 4471.829102
	Iteration 20F: 3 clusters Score -964209.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -964226.562500 Penalty: 4471.829102
	Iteration 21Q: 3 clusters Score -964226.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 c